warning: commands will be executed using /bin/sh
job 2590 at Fri Nov 22 01:12:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11042013_reo/Achilles151_11042013_reo
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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 696731 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 696731 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 36520 members 
Mstep: Class 3 contains 36757 members 
Mstep: Class 4 contains 36570 members 
Mstep: Class 5 contains 36829 members 
Mstep: Class 6 contains 37048 members 
Mstep: Class 7 contains 36656 members 
Mstep: Class 8 contains 36441 members 
Mstep: Class 9 contains 36561 members 
Mstep: Class 10 contains 36700 members 
Mstep: Class 11 contains 36858 members 
Mstep: Class 12 contains 36482 members 
Mstep: Class 13 contains 36347 members 
Mstep: Class 14 contains 36409 members 
Mstep: Class 15 contains 36527 members 
Mstep: Class 16 contains 36586 members 
Mstep: Class 17 contains 36864 members 
Mstep: Class 18 contains 36711 members 
Mstep: Class 19 contains 36653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 58.959183 but Gain 612.164062
Score: -39584252.000000 Penalty: 11018.953125
Iteration 0F: 19 clusters Score -3.958425e+07 nChanged 659296
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 10852 members 
Mstep: Class 3 contains 72234 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 43833 members 
Mstep: Class 6 contains 372507 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 34281 members 
Mstep: Class 9 contains 16869 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 46578 members 
Mstep: Class 12 contains 25223 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 17020 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40961032.000000 Penalty: 11018.953125
Iteration 1F: 19 clusters Score -4.096103e+07 nChanged 177097
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 84051 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 40579 members 
Mstep: Class 6 contains 392491 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 8 contains 27507 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 8972 members 
Mstep: Class 11 contains 48444 members 
Mstep: Class 12 contains 22531 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 23422 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41067012.000000 Penalty: 11018.953125
Iteration 2F: 19 clusters Score -4.106701e+07 nChanged 151802
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 126917 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 41811 members 
Mstep: Class 6 contains 323844 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 23134 members 
Mstep: Class 9 contains 20635 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 11 contains 64139 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 35530 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41375276.000000 Penalty: 11018.953125
Iteration 3F: 19 clusters Score -4.137528e+07 nChanged 156745
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2008 members 
Mstep: Class 3 contains 155375 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 39940 members 
Mstep: Class 6 contains 290640 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 15754 members 
Mstep: Class 9 contains 21221 members 
Mstep: Class 10 contains 9785 members 
Mstep: Class 11 contains 72246 members 
Mstep: Class 12 contains 24936 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 44221 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 1242 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41417292.000000 Penalty: 11018.953125
Iteration 4F: 19 clusters Score -4.141729e+07 nChanged 131413
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 194748 members 
Mstep: Class 4 contains 963 members 
Mstep: Class 5 contains 42059 members 
Mstep: Class 6 contains 221303 members 
Mstep: Class 7 contains 3086 members 
Mstep: Class 8 contains 11506 members 
Mstep: Class 9 contains 21714 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 90419 members 
Mstep: Class 12 contains 28090 members 
Mstep: Class 13 contains 807 members 
Mstep: Class 14 contains 54956 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 1011 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41591936.000000 Penalty: 11018.953125
Iteration 5F: 19 clusters Score -4.159194e+07 nChanged 135512
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 229373 members 
Mstep: Class 4 contains 969 members 
Mstep: Class 5 contains 36645 members 
Mstep: Class 6 contains 194619 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 7394 members 
Mstep: Class 9 contains 17249 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 97075 members 
Mstep: Class 12 contains 24072 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 59394 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 580.273743 but Gain 612.164062
Score: -41543440.000000 Penalty: 10406.789062
Iteration 6F: 18 clusters Score -4.154344e+07 nChanged 94853
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 195756 members 
Mstep: Class 4 contains 1021 members 
Mstep: Class 5 contains 40969 members 
Mstep: Class 6 contains 202950 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 12674 members 
Mstep: Class 11 contains 99903 members 
Mstep: Class 12 contains 30836 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 70700 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 3415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41640440.000000 Penalty: 10406.789062
Iteration 7F: 18 clusters Score -4.164044e+07 nChanged 62430
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 191185 members 
Mstep: Class 4 contains 996 members 
Mstep: Class 5 contains 42659 members 
Mstep: Class 6 contains 190325 members 
Mstep: Class 7 contains 3428 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 12650 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 100298 members 
Mstep: Class 12 contains 38365 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 78671 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 515.635742 but Gain 612.164062
Score: -41691092.000000 Penalty: 9794.625000
Iteration 8F: 17 clusters Score -4.169109e+07 nChanged 59035
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 3 contains 186313 members 
Mstep: Class 4 contains 999 members 
Mstep: Class 5 contains 44827 members 
Mstep: Class 6 contains 175534 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 10562 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 100112 members 
Mstep: Class 12 contains 47315 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 86724 members 
Mstep: Class 16 contains 868 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749508.000000 Penalty: 9794.625000
Iteration 9F: 17 clusters Score -4.174951e+07 nChanged 55856
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 3 contains 180085 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 46107 members 
Mstep: Class 6 contains 159527 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 11742 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 11 contains 100210 members 
Mstep: Class 12 contains 57555 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 95771 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 4501 members 
Mstep: Class 18 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797620.000000 Penalty: 9794.625000
Iteration 10F: 17 clusters Score -4.179762e+07 nChanged 60337
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 3 contains 177749 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 46294 members 
Mstep: Class 6 contains 137838 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 14700 members 
Mstep: Class 9 contains 7015 members 
Mstep: Class 10 contains 13852 members 
Mstep: Class 11 contains 100178 members 
Mstep: Class 12 contains 69285 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 105153 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 3019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41845424.000000 Penalty: 9794.625000
Iteration 11F: 17 clusters Score -4.184542e+07 nChanged 55838
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 3 contains 174769 members 
Mstep: Class 4 contains 962 members 
Mstep: Class 5 contains 46074 members 
Mstep: Class 6 contains 117192 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 18384 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 99704 members 
Mstep: Class 12 contains 81404 members 
Mstep: Class 13 contains 10975 members 
Mstep: Class 14 contains 112817 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41920080.000000 Penalty: 9794.625000
Iteration 12F: 17 clusters Score -4.192008e+07 nChanged 51398
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 3 contains 173799 members 
Mstep: Class 4 contains 949 members 
Mstep: Class 5 contains 45248 members 
Mstep: Class 6 contains 102554 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 96789 members 
Mstep: Class 12 contains 90278 members 
Mstep: Class 13 contains 13820 members 
Mstep: Class 14 contains 117045 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41962084.000000 Penalty: 9794.625000
Iteration 13F: 17 clusters Score -4.196208e+07 nChanged 43910
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 3 contains 174892 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 45239 members 
Mstep: Class 6 contains 96418 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 26670 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 91933 members 
Mstep: Class 12 contains 90341 members 
Mstep: Class 13 contains 16702 members 
Mstep: Class 14 contains 119266 members 
Mstep: Class 16 contains 723 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41982980.000000 Penalty: 9794.625000
Iteration 14F: 17 clusters Score -4.198298e+07 nChanged 33429
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 3 contains 174392 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 46262 members 
Mstep: Class 6 contains 94664 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 8 contains 30912 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 15434 members 
Mstep: Class 11 contains 87126 members 
Mstep: Class 12 contains 88943 members 
Mstep: Class 13 contains 19291 members 
Mstep: Class 14 contains 118375 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 4485 members 
Mstep: Class 18 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41997000.000000 Penalty: 9794.625000
Iteration 15Q: 17 clusters Score -4.1997e+07 nChanged 27319
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 3 contains 173144 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 47944 members 
Mstep: Class 6 contains 92989 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 35052 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 82927 members 
Mstep: Class 12 contains 88560 members 
Mstep: Class 13 contains 21507 members 
Mstep: Class 14 contains 115730 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42013412.000000 Penalty: 9794.625000
Iteration 16Q: 17 clusters Score -4.201341e+07 nChanged 24098
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 3 contains 172110 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 50040 members 
Mstep: Class 6 contains 90943 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 38927 members 
Mstep: Class 9 contains 8237 members 
Mstep: Class 10 contains 17418 members 
Mstep: Class 11 contains 80172 members 
Mstep: Class 12 contains 87871 members 
Mstep: Class 13 contains 22878 members 
Mstep: Class 14 contains 112402 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42029764.000000 Penalty: 9794.625000
Iteration 17Q: 17 clusters Score -4.202976e+07 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 3 contains 170822 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 52604 members 
Mstep: Class 6 contains 88583 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 42521 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 18287 members 
Mstep: Class 11 contains 78568 members 
Mstep: Class 12 contains 87159 members 
Mstep: Class 13 contains 23536 members 
Mstep: Class 14 contains 108760 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046012.000000 Penalty: 9794.625000
Iteration 18Q: 17 clusters Score -4.204601e+07 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 3 contains 169300 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 55551 members 
Mstep: Class 6 contains 85957 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 8 contains 45042 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 78019 members 
Mstep: Class 12 contains 86259 members 
Mstep: Class 13 contains 24224 members 
Mstep: Class 14 contains 105232 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42059832.000000 Penalty: 9794.625000
Iteration 19Q: 17 clusters Score -4.205983e+07 nChanged 20707
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 3 contains 168261 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 58726 members 
Mstep: Class 6 contains 83176 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 46358 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 19743 members 
Mstep: Class 11 contains 78250 members 
Mstep: Class 12 contains 84859 members 
Mstep: Class 13 contains 25196 members 
Mstep: Class 14 contains 101740 members 
Mstep: Class 16 contains 700 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073176.000000 Penalty: 9794.625000
Iteration 20F: 17 clusters Score -4.207318e+07 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 3 contains 167086 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 62276 members 
Mstep: Class 6 contains 80484 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 47744 members 
Mstep: Class 9 contains 13743 members 
Mstep: Class 10 contains 20345 members 
Mstep: Class 11 contains 77956 members 
Mstep: Class 12 contains 83363 members 
Mstep: Class 13 contains 26408 members 
Mstep: Class 14 contains 98137 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42084076.000000 Penalty: 9794.625000
Iteration 21Q: 17 clusters Score -4.208408e+07 nChanged 19593
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 3 contains 166219 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 66095 members 
Mstep: Class 6 contains 77961 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 47825 members 
Mstep: Class 9 contains 15208 members 
Mstep: Class 10 contains 20780 members 
Mstep: Class 11 contains 77754 members 
Mstep: Class 12 contains 81825 members 
Mstep: Class 13 contains 27877 members 
Mstep: Class 14 contains 94931 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42091560.000000 Penalty: 9794.625000
Iteration 22Q: 17 clusters Score -4.209156e+07 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 3 contains 165515 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 70090 members 
Mstep: Class 6 contains 75858 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 47405 members 
Mstep: Class 9 contains 16571 members 
Mstep: Class 10 contains 21130 members 
Mstep: Class 11 contains 77589 members 
Mstep: Class 12 contains 80043 members 
Mstep: Class 13 contains 29097 members 
Mstep: Class 14 contains 92068 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42094348.000000 Penalty: 9794.625000
Iteration 23Q: 17 clusters Score -4.209435e+07 nChanged 16446
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 3 contains 164597 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 74202 members 
Mstep: Class 6 contains 73921 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 46800 members 
Mstep: Class 9 contains 17899 members 
Mstep: Class 10 contains 21383 members 
Mstep: Class 11 contains 77534 members 
Mstep: Class 12 contains 78372 members 
Mstep: Class 13 contains 30047 members 
Mstep: Class 14 contains 89467 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 7576 members 
Mstep: Class 18 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42096552.000000 Penalty: 9794.625000
Iteration 24Q: 17 clusters Score -4.209655e+07 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 3 contains 163252 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 78190 members 
Mstep: Class 6 contains 72061 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 46173 members 
Mstep: Class 9 contains 19176 members 
Mstep: Class 10 contains 21515 members 
Mstep: Class 11 contains 77521 members 
Mstep: Class 12 contains 76719 members 
Mstep: Class 13 contains 30869 members 
Mstep: Class 14 contains 87612 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 7701 members 
Mstep: Class 18 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42096984.000000 Penalty: 9794.625000
Iteration 25Q: 17 clusters Score -4.209698e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 3 contains 161171 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 82027 members 
Mstep: Class 6 contains 70336 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 45602 members 
Mstep: Class 9 contains 20354 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 77558 members 
Mstep: Class 12 contains 75213 members 
Mstep: Class 13 contains 31562 members 
Mstep: Class 14 contains 86549 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 7792 members 
Mstep: Class 18 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42093876.000000 Penalty: 9794.625000
Iteration 26Q: 17 clusters Score -4.209388e+07 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 3 contains 156419 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 87004 members 
Mstep: Class 6 contains 68801 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 45155 members 
Mstep: Class 9 contains 21695 members 
Mstep: Class 10 contains 21646 members 
Mstep: Class 11 contains 77748 members 
Mstep: Class 12 contains 74470 members 
Mstep: Class 13 contains 32140 members 
Mstep: Class 14 contains 85901 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 7842 members 
Mstep: Class 18 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42078904.000000 Penalty: 9794.625000
Iteration 27Q: 17 clusters Score -4.20789e+07 nChanged 27972
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 3 contains 145988 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 94639 members 
Mstep: Class 6 contains 67907 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 45071 members 
Mstep: Class 9 contains 23435 members 
Mstep: Class 10 contains 21691 members 
Mstep: Class 11 contains 78445 members 
Mstep: Class 12 contains 74168 members 
Mstep: Class 13 contains 32829 members 
Mstep: Class 14 contains 85876 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42036988.000000 Penalty: 9794.625000
Iteration 28Q: 17 clusters Score -4.203699e+07 nChanged 42504
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 3 contains 119242 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 107546 members 
Mstep: Class 6 contains 68840 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 26754 members 
Mstep: Class 10 contains 21780 members 
Mstep: Class 11 contains 80721 members 
Mstep: Class 12 contains 77380 members 
Mstep: Class 13 contains 33819 members 
Mstep: Class 14 contains 86377 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 8419 members 
Mstep: Class 18 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42064936.000000 Penalty: 9794.625000
Iteration 29F: 17 clusters Score -4.206494e+07 nChanged 36821
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 3 contains 97588 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 120153 members 
Mstep: Class 6 contains 67268 members 
Mstep: Class 7 contains 3890 members 
Mstep: Class 8 contains 45837 members 
Mstep: Class 9 contains 30116 members 
Mstep: Class 10 contains 21878 members 
Mstep: Class 11 contains 83976 members 
Mstep: Class 12 contains 78277 members 
Mstep: Class 13 contains 34654 members 
Mstep: Class 14 contains 87413 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42087556.000000 Penalty: 9794.625000
Iteration 30F: 17 clusters Score -4.208756e+07 nChanged 36011
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 3 contains 81817 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 131414 members 
Mstep: Class 6 contains 63806 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 44823 members 
Mstep: Class 9 contains 33344 members 
Mstep: Class 10 contains 21937 members 
Mstep: Class 11 contains 88310 members 
Mstep: Class 12 contains 76224 members 
Mstep: Class 13 contains 35316 members 
Mstep: Class 14 contains 89368 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 8807 members 
Mstep: Class 18 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42098828.000000 Penalty: 9794.625000
Iteration 31F: 17 clusters Score -4.209883e+07 nChanged 35277
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 3 contains 72664 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 139824 members 
Mstep: Class 6 contains 59660 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 43602 members 
Mstep: Class 9 contains 36143 members 
Mstep: Class 10 contains 22008 members 
Mstep: Class 11 contains 92849 members 
Mstep: Class 12 contains 72938 members 
Mstep: Class 13 contains 35779 members 
Mstep: Class 14 contains 90743 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 8870 members 
Mstep: Class 18 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42088180.000000 Penalty: 9794.625000
Iteration 32F: 17 clusters Score -4.208818e+07 nChanged 34104
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 3 contains 67638 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 144055 members 
Mstep: Class 6 contains 56634 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 42756 members 
Mstep: Class 9 contains 39151 members 
Mstep: Class 10 contains 22136 members 
Mstep: Class 11 contains 95228 members 
Mstep: Class 12 contains 71274 members 
Mstep: Class 13 contains 36134 members 
Mstep: Class 14 contains 90817 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42072896.000000 Penalty: 9794.625000
Iteration 33Q: 17 clusters Score -4.20729e+07 nChanged 30102
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 3 contains 64375 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 144097 members 
Mstep: Class 6 contains 54675 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 42256 members 
Mstep: Class 9 contains 42740 members 
Mstep: Class 10 contains 22200 members 
Mstep: Class 11 contains 95280 members 
Mstep: Class 12 contains 71980 members 
Mstep: Class 13 contains 36444 members 
Mstep: Class 14 contains 90675 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42069764.000000 Penalty: 9794.625000
Iteration 34Q: 17 clusters Score -4.206976e+07 nChanged 26877
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 3 contains 62671 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 139356 members 
Mstep: Class 6 contains 53321 members 
Mstep: Class 7 contains 3888 members 
Mstep: Class 8 contains 41938 members 
Mstep: Class 9 contains 46763 members 
Mstep: Class 10 contains 22203 members 
Mstep: Class 11 contains 94984 members 
Mstep: Class 12 contains 74959 members 
Mstep: Class 13 contains 36696 members 
Mstep: Class 14 contains 90168 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073820.000000 Penalty: 9794.625000
Iteration 35Q: 17 clusters Score -4.207382e+07 nChanged 23232
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 3 contains 62036 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 131032 members 
Mstep: Class 6 contains 52254 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 41817 members 
Mstep: Class 9 contains 51060 members 
Mstep: Class 10 contains 22158 members 
Mstep: Class 11 contains 95027 members 
Mstep: Class 12 contains 79014 members 
Mstep: Class 13 contains 36826 members 
Mstep: Class 14 contains 89646 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 10997 members 
Mstep: Class 18 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42075440.000000 Penalty: 9794.625000
Iteration 36Q: 17 clusters Score -4.207544e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 3 contains 61794 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 121587 members 
Mstep: Class 6 contains 51309 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 41712 members 
Mstep: Class 9 contains 55566 members 
Mstep: Class 10 contains 22001 members 
Mstep: Class 11 contains 95263 members 
Mstep: Class 12 contains 82256 members 
Mstep: Class 13 contains 36898 members 
Mstep: Class 14 contains 89594 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42078096.000000 Penalty: 9794.625000
Iteration 37Q: 17 clusters Score -4.20781e+07 nChanged 20299
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 3 contains 61788 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 112336 members 
Mstep: Class 6 contains 50432 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 41596 members 
Mstep: Class 9 contains 60180 members 
Mstep: Class 10 contains 21906 members 
Mstep: Class 11 contains 95449 members 
Mstep: Class 12 contains 84345 members 
Mstep: Class 13 contains 36929 members 
Mstep: Class 14 contains 89520 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 12535 members 
Mstep: Class 18 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42083712.000000 Penalty: 9794.625000
Iteration 38Q: 17 clusters Score -4.208371e+07 nChanged 19224
Entering ConstructFrom: 
Score: -42083712.000000 Penalty: 9794.625000
Entering ConstructFrom: 
Trying to split cluster 1 (25829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Entering Unmasked Estep 
Score: -1705011.000000 Penalty: 462.246002
	Iteration 0F: 2 clusters Score -1705011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1687721.000000 Penalty: 924.492004
	Iteration 0F: 3 clusters Score -1687721 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1695257.125000 Penalty: 924.492004
	Iteration 1F: 3 clusters Score -1695257 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1696105.125000 Penalty: 924.492004
	Iteration 2F: 3 clusters Score -1696105 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1697525.625000 Penalty: 924.492004
	Iteration 3F: 3 clusters Score -1697526 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1699494.750000 Penalty: 924.492004
	Iteration 4F: 3 clusters Score -1699495 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1701428.250000 Penalty: 924.492004
	Iteration 5F: 3 clusters Score -1701428 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1702800.375000 Penalty: 924.492004
	Iteration 6Q: 3 clusters Score -1702800 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1703501.875000 Penalty: 924.492004
	Iteration 7Q: 3 clusters Score -1703502 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1703889.250000 Penalty: 924.492004
	Iteration 8Q: 3 clusters Score -1703889 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1704109.375000 Penalty: 924.492004
	Iteration 9Q: 3 clusters Score -1704109 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1704274.125000 Penalty: 924.492004
	Iteration 10Q: 3 clusters Score -1704274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1704386.500000 Penalty: 924.492004
	Iteration 11Q: 3 clusters Score -1704386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1704454.875000 Penalty: 924.492004
	Iteration 12Q: 3 clusters Score -1704455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1704495.125000 Penalty: 924.492004
	Iteration 13Q: 3 clusters Score -1704495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1704518.875000 Penalty: 924.492004
	Iteration 14Q: 3 clusters Score -1704519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1704538.750000 Penalty: 924.492004
	Iteration 15Q: 3 clusters Score -1704539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1704545.250000 Penalty: 924.492004
	Iteration 16Q: 3 clusters Score -1704545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1704550.125000 Penalty: 924.492004
	Iteration 17Q: 3 clusters Score -1704550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1704552.250000 Penalty: 924.492004
	Iteration 18Q: 3 clusters Score -1704552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1704557.500000 Penalty: 924.492004
	Iteration 19Q: 3 clusters Score -1704558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1704557.500000 Penalty: 924.492004
	Iteration 20F: 3 clusters Score -1704558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1704560.625000 Penalty: 924.492004
	Iteration 21Q: 3 clusters Score -1704561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1704564.125000 Penalty: 924.492004
	Iteration 22Q: 3 clusters Score -1704564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1704572.875000 Penalty: 924.492004
	Iteration 23Q: 3 clusters Score -1704573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1704580.125000 Penalty: 924.492004
	Iteration 24Q: 3 clusters Score -1704580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1704586.000000 Penalty: 924.492004
	Iteration 25Q: 3 clusters Score -1704586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1704587.125000 Penalty: 924.492004
	Iteration 26Q: 3 clusters Score -1704587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1704586.125000 Penalty: 924.492004
	Iteration 27Q: 3 clusters Score -1704586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1704586.000000 Penalty: 924.492004
	Iteration 28Q: 3 clusters Score -1704586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1704585.625000 Penalty: 924.492004
	Iteration 29Q: 3 clusters Score -1704586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1704585.625000 Penalty: 924.492004
	Iteration 30Q: 3 clusters Score -1704586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1704585.625000 Penalty: 924.492004
	Iteration 31F: 3 clusters Score -1704586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Entering Unmasked Estep 
Score: -3843658.250000 Penalty: 501.790741
	Iteration 0F: 2 clusters Score -3843658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3802575.000000 Penalty: 1003.581482
	Iteration 0F: 3 clusters Score -3802575 nChanged 29906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3821444.500000 Penalty: 1003.581482
	Iteration 1F: 3 clusters Score -3821444 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3823526.750000 Penalty: 1003.581482
	Iteration 2F: 3 clusters Score -3823527 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3826881.000000 Penalty: 1003.581482
	Iteration 3F: 3 clusters Score -3826881 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3831432.250000 Penalty: 1003.581482
	Iteration 4F: 3 clusters Score -3831432 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3836294.500000 Penalty: 1003.581482
	Iteration 5F: 3 clusters Score -3836294 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3839823.500000 Penalty: 1003.581482
	Iteration 6F: 3 clusters Score -3839824 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3841166.750000 Penalty: 1003.581482
	Iteration 7Q: 3 clusters Score -3841167 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3841708.000000 Penalty: 1003.581482
	Iteration 8Q: 3 clusters Score -3841708 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3842125.000000 Penalty: 1003.581482
	Iteration 9Q: 3 clusters Score -3842125 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3842451.000000 Penalty: 1003.581482
	Iteration 10Q: 3 clusters Score -3842451 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3842774.500000 Penalty: 1003.581482
	Iteration 11Q: 3 clusters Score -3842774 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3843089.000000 Penalty: 1003.581482
	Iteration 12Q: 3 clusters Score -3843089 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3843265.250000 Penalty: 1003.581482
	Iteration 13Q: 3 clusters Score -3843265 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3843390.250000 Penalty: 1003.581482
	Iteration 14Q: 3 clusters Score -3843390 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3843511.750000 Penalty: 1003.581482
	Iteration 15Q: 3 clusters Score -3843512 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3843633.000000 Penalty: 1003.581482
	Iteration 16Q: 3 clusters Score -3843633 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3843705.000000 Penalty: 1003.581482
	Iteration 17Q: 3 clusters Score -3843705 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3843801.250000 Penalty: 1003.581482
	Iteration 18Q: 3 clusters Score -3843801 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3843856.500000 Penalty: 1003.581482
	Iteration 19Q: 3 clusters Score -3843856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3843885.500000 Penalty: 1003.581482
	Iteration 20F: 3 clusters Score -3843886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3843919.250000 Penalty: 1003.581482
	Iteration 21Q: 3 clusters Score -3843919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3843929.250000 Penalty: 1003.581482
	Iteration 22Q: 3 clusters Score -3843929 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3843946.250000 Penalty: 1003.581482
	Iteration 23Q: 3 clusters Score -3843946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3843979.000000 Penalty: 1003.581482
	Iteration 24Q: 3 clusters Score -3843979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3843985.000000 Penalty: 1003.581482
	Iteration 25Q: 3 clusters Score -3843985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3843993.750000 Penalty: 1003.581482
	Iteration 26Q: 3 clusters Score -3843994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3843992.500000 Penalty: 1003.581482
	Iteration 27Q: 3 clusters Score -3843992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3843992.500000 Penalty: 1003.581482
	Iteration 28Q: 3 clusters Score -3843992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3843995.250000 Penalty: 1003.581482
	Iteration 29Q: 3 clusters Score -3843995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3844003.000000 Penalty: 1003.581482
	Iteration 30Q: 3 clusters Score -3844003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3844010.250000 Penalty: 1003.581482
	Iteration 31Q: 3 clusters Score -3844010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3844008.500000 Penalty: 1003.581482
	Iteration 32Q: 3 clusters Score -3844008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3843991.000000 Penalty: 1003.581482
	Iteration 33Q: 3 clusters Score -3843991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3843998.750000 Penalty: 1003.581482
	Iteration 34Q: 3 clusters Score -3843999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3844009.000000 Penalty: 1003.581482
	Iteration 35Q: 3 clusters Score -3844009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3844019.000000 Penalty: 1003.581482
	Iteration 36Q: 3 clusters Score -3844019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3844017.250000 Penalty: 1003.581482
	Iteration 37Q: 3 clusters Score -3844017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3844015.250000 Penalty: 1003.581482
	Iteration 38Q: 3 clusters Score -3844015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3844019.000000 Penalty: 1003.581482
	Iteration 39Q: 3 clusters Score -3844019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3844019.750000 Penalty: 1003.581482
	Iteration 40F: 3 clusters Score -3844020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3844022.000000 Penalty: 1003.581482
	Iteration 41Q: 3 clusters Score -3844022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3844022.500000 Penalty: 1003.581482
	Iteration 42Q: 3 clusters Score -3844022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3844015.500000 Penalty: 1003.581482
	Iteration 43Q: 3 clusters Score -3844016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3844019.750000 Penalty: 1003.581482
	Iteration 44Q: 3 clusters Score -3844020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3844019.750000 Penalty: 1003.581482
	Iteration 45Q: 3 clusters Score -3844020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3844022.250000 Penalty: 1003.581482
	Iteration 46Q: 3 clusters Score -3844022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3844023.000000 Penalty: 1003.581482
	Iteration 47Q: 3 clusters Score -3844023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3844021.500000 Penalty: 1003.581482
	Iteration 48Q: 3 clusters Score -3844022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3844020.500000 Penalty: 1003.581482
	Iteration 49Q: 3 clusters Score -3844020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3844022.250000 Penalty: 1003.581482
	Iteration 50Q: 3 clusters Score -3844022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3844022.250000 Penalty: 1003.581482
	Iteration 51F: 3 clusters Score -3844022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 60279 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 41540 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 95506 members 
Mstep: Class 12 contains 85444 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 1555 members 
Entering Unmasked Estep 
Score: -42087440.000000 Penalty: 10406.789062
Splitting cluster 3 changes total score from -42083712.000000 to -42087440.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -51860.726562 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -51860.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -51099.433594 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -51099.43 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51373.597656 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -51373.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51440.898438 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -51440.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51492.886719 Penalty: 620.322937
	Iteration 3F: 3 clusters Score -51492.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51528.679688 Penalty: 620.322937
	Iteration 4Q: 3 clusters Score -51528.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51562.656250 Penalty: 620.322937
	Iteration 5Q: 3 clusters Score -51562.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51600.613281 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -51600.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51624.117188 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -51624.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51643.273438 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -51643.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51659.234375 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -51659.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51671.535156 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -51671.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51678.730469 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -51678.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51679.675781 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -51679.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51679.675781 Penalty: 620.322937
	Iteration 13F: 3 clusters Score -51679.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Entering Unmasked Estep 
Score: -6505257.000000 Penalty: 525.628296
	Iteration 0F: 2 clusters Score -6505257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -6453368.000000 Penalty: 1051.256592
	Iteration 0F: 3 clusters Score -6453368 nChanged 51064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -6485455.500000 Penalty: 1051.256592
	Iteration 1F: 3 clusters Score -6485456 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -6489056.000000 Penalty: 1051.256592
	Iteration 2F: 3 clusters Score -6489056 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -6495052.500000 Penalty: 1051.256592
	Iteration 3F: 3 clusters Score -6495052 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -6502763.000000 Penalty: 1051.256592
	Iteration 4F: 3 clusters Score -6502763 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -6508129.000000 Penalty: 1051.256592
	Iteration 5F: 3 clusters Score -6508129 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -6509955.500000 Penalty: 1051.256592
	Iteration 6Q: 3 clusters Score -6509956 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -6510594.500000 Penalty: 1051.256592
	Iteration 7Q: 3 clusters Score -6510594 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -6511034.500000 Penalty: 1051.256592
	Iteration 8Q: 3 clusters Score -6511034 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6511411.500000 Penalty: 1051.256592
	Iteration 9Q: 3 clusters Score -6511412 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -6511672.000000 Penalty: 1051.256592
	Iteration 10Q: 3 clusters Score -6511672 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -6512019.500000 Penalty: 1051.256592
	Iteration 11Q: 3 clusters Score -6512020 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -6512338.000000 Penalty: 1051.256592
	Iteration 12Q: 3 clusters Score -6512338 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -6512556.000000 Penalty: 1051.256592
	Iteration 13Q: 3 clusters Score -6512556 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -6512826.500000 Penalty: 1051.256592
	Iteration 14Q: 3 clusters Score -6512826 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -6513056.500000 Penalty: 1051.256592
	Iteration 15Q: 3 clusters Score -6513056 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -6513373.500000 Penalty: 1051.256592
	Iteration 16Q: 3 clusters Score -6513374 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -6513573.500000 Penalty: 1051.256592
	Iteration 17Q: 3 clusters Score -6513574 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6513811.000000 Penalty: 1051.256592
	Iteration 18Q: 3 clusters Score -6513811 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -6514028.500000 Penalty: 1051.256592
	Iteration 19Q: 3 clusters Score -6514028 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -6514345.500000 Penalty: 1051.256592
	Iteration 20F: 3 clusters Score -6514346 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -6514645.500000 Penalty: 1051.256592
	Iteration 21Q: 3 clusters Score -6514646 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -6514965.500000 Penalty: 1051.256592
	Iteration 22Q: 3 clusters Score -6514966 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -6515370.000000 Penalty: 1051.256592
	Iteration 23Q: 3 clusters Score -6515370 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -6515934.000000 Penalty: 1051.256592
	Iteration 24Q: 3 clusters Score -6515934 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -6516501.000000 Penalty: 1051.256592
	Iteration 25Q: 3 clusters Score -6516501 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -6516686.500000 Penalty: 1051.256592
	Iteration 26Q: 3 clusters Score -6516686 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -6515988.000000 Penalty: 1051.256592
	Iteration 27Q: 3 clusters Score -6515988 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -6515359.000000 Penalty: 1051.256592
	Iteration 28Q: 3 clusters Score -6515359 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -6514046.000000 Penalty: 1051.256592
	Iteration 29Q: 3 clusters Score -6514046 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -6512247.000000 Penalty: 1051.256592
	Iteration 30Q: 3 clusters Score -6512247 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -6511010.000000 Penalty: 1051.256592
	Iteration 31Q: 3 clusters Score -6511010 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -6509812.500000 Penalty: 1051.256592
	Iteration 32Q: 3 clusters Score -6509812 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -6508822.000000 Penalty: 1051.256592
	Iteration 33Q: 3 clusters Score -6508822 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -6508362.000000 Penalty: 1051.256592
	Iteration 34Q: 3 clusters Score -6508362 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -6508108.500000 Penalty: 1051.256592
	Iteration 35Q: 3 clusters Score -6508108 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -6507964.000000 Penalty: 1051.256592
	Iteration 36Q: 3 clusters Score -6507964 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -6507910.000000 Penalty: 1051.256592
	Iteration 37Q: 3 clusters Score -6507910 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -6507708.000000 Penalty: 1051.256592
	Iteration 38Q: 3 clusters Score -6507708 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -6507552.000000 Penalty: 1051.256592
	Iteration 39Q: 3 clusters Score -6507552 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -6508133.500000 Penalty: 1051.256592
	Iteration 40F: 3 clusters Score -6508134 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -6507681.500000 Penalty: 1051.256592
	Iteration 41Q: 3 clusters Score -6507682 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -6507180.000000 Penalty: 1051.256592
	Iteration 42Q: 3 clusters Score -6507180 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -6506868.500000 Penalty: 1051.256592
	Iteration 43Q: 3 clusters Score -6506868 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -6506626.500000 Penalty: 1051.256592
	Iteration 44Q: 3 clusters Score -6506626 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -6506448.000000 Penalty: 1051.256592
	Iteration 45Q: 3 clusters Score -6506448 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -6506246.000000 Penalty: 1051.256592
	Iteration 46Q: 3 clusters Score -6506246 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -6506017.000000 Penalty: 1051.256592
	Iteration 47Q: 3 clusters Score -6506017 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -6505819.500000 Penalty: 1051.256592
	Iteration 48Q: 3 clusters Score -6505820 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -6505666.000000 Penalty: 1051.256592
	Iteration 49Q: 3 clusters Score -6505666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -6505523.000000 Penalty: 1051.256592
	Iteration 50Q: 3 clusters Score -6505523 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -6505372.500000 Penalty: 1051.256592
	Iteration 51Q: 3 clusters Score -6505372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -6505280.000000 Penalty: 1051.256592
	Iteration 52Q: 3 clusters Score -6505280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -6505177.500000 Penalty: 1051.256592
	Iteration 53Q: 3 clusters Score -6505178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -6505111.500000 Penalty: 1051.256592
	Iteration 54Q: 3 clusters Score -6505112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -6505151.500000 Penalty: 1051.256592
	Iteration 55Q: 3 clusters Score -6505152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -6505144.000000 Penalty: 1051.256592
	Iteration 56Q: 3 clusters Score -6505144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -6505104.000000 Penalty: 1051.256592
	Iteration 57Q: 3 clusters Score -6505104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -6505101.000000 Penalty: 1051.256592
	Iteration 58Q: 3 clusters Score -6505101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -6505073.500000 Penalty: 1051.256592
	Iteration 59Q: 3 clusters Score -6505074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -6505073.000000 Penalty: 1051.256592
	Iteration 60F: 3 clusters Score -6505073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -6505074.000000 Penalty: 1051.256592
	Iteration 61Q: 3 clusters Score -6505074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -6505083.000000 Penalty: 1051.256592
	Iteration 62Q: 3 clusters Score -6505083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -6505076.000000 Penalty: 1051.256592
	Iteration 63Q: 3 clusters Score -6505076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -6505051.500000 Penalty: 1051.256592
	Iteration 64Q: 3 clusters Score -6505052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -6505073.000000 Penalty: 1051.256592
	Iteration 65Q: 3 clusters Score -6505073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -6505061.500000 Penalty: 1051.256592
	Iteration 66Q: 3 clusters Score -6505062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -6505069.500000 Penalty: 1051.256592
	Iteration 67Q: 3 clusters Score -6505070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -6505061.000000 Penalty: 1051.256592
	Iteration 68Q: 3 clusters Score -6505061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -6505088.500000 Penalty: 1051.256592
	Iteration 69Q: 3 clusters Score -6505088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -6505100.500000 Penalty: 1051.256592
	Iteration 70Q: 3 clusters Score -6505100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -6505151.000000 Penalty: 1051.256592
	Iteration 71Q: 3 clusters Score -6505151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -6505134.000000 Penalty: 1051.256592
	Iteration 72Q: 3 clusters Score -6505134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -6505146.000000 Penalty: 1051.256592
	Iteration 73Q: 3 clusters Score -6505146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -6505177.000000 Penalty: 1051.256592
	Iteration 74Q: 3 clusters Score -6505177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -6505181.000000 Penalty: 1051.256592
	Iteration 75Q: 3 clusters Score -6505181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -6505157.000000 Penalty: 1051.256592
	Iteration 76Q: 3 clusters Score -6505157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -6505177.500000 Penalty: 1051.256592
	Iteration 77Q: 3 clusters Score -6505178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -6505172.000000 Penalty: 1051.256592
	Iteration 78Q: 3 clusters Score -6505172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -6505188.000000 Penalty: 1051.256592
	Iteration 79Q: 3 clusters Score -6505188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -6505199.500000 Penalty: 1051.256592
	Iteration 80F: 3 clusters Score -6505200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -6505198.000000 Penalty: 1051.256592
	Iteration 81Q: 3 clusters Score -6505198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -6505198.500000 Penalty: 1051.256592
	Iteration 82Q: 3 clusters Score -6505198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -6505195.500000 Penalty: 1051.256592
	Iteration 83Q: 3 clusters Score -6505196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -6505186.500000 Penalty: 1051.256592
	Iteration 84Q: 3 clusters Score -6505186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -6505185.500000 Penalty: 1051.256592
	Iteration 85Q: 3 clusters Score -6505186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -6505178.500000 Penalty: 1051.256592
	Iteration 86Q: 3 clusters Score -6505178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -6505161.000000 Penalty: 1051.256592
	Iteration 87Q: 3 clusters Score -6505161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -6505155.000000 Penalty: 1051.256592
	Iteration 88Q: 3 clusters Score -6505155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -6505156.500000 Penalty: 1051.256592
	Iteration 89Q: 3 clusters Score -6505156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -6505174.500000 Penalty: 1051.256592
	Iteration 90Q: 3 clusters Score -6505174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -6505164.500000 Penalty: 1051.256592
	Iteration 91Q: 3 clusters Score -6505164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -6505155.500000 Penalty: 1051.256592
	Iteration 92Q: 3 clusters Score -6505156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -6505151.000000 Penalty: 1051.256592
	Iteration 93Q: 3 clusters Score -6505151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -6505134.500000 Penalty: 1051.256592
	Iteration 94Q: 3 clusters Score -6505134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -6505127.500000 Penalty: 1051.256592
	Iteration 95Q: 3 clusters Score -6505128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -6505120.000000 Penalty: 1051.256592
	Iteration 96Q: 3 clusters Score -6505120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -6505105.000000 Penalty: 1051.256592
	Iteration 97Q: 3 clusters Score -6505105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -6505104.500000 Penalty: 1051.256592
	Iteration 98Q: 3 clusters Score -6505104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -6505104.500000 Penalty: 1051.256592
	Iteration 99F: 3 clusters Score -6505104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Entering Unmasked Estep 
Score: -3267962.250000 Penalty: 491.919769
	Iteration 0F: 2 clusters Score -3267962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3236601.500000 Penalty: 983.839539
	Iteration 0F: 3 clusters Score -3236602 nChanged 24040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3250373.750000 Penalty: 983.839539
	Iteration 1F: 3 clusters Score -3250374 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3250810.000000 Penalty: 983.839539
	Iteration 2Q: 3 clusters Score -3250810 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3251497.500000 Penalty: 983.839539
	Iteration 3Q: 3 clusters Score -3251498 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3252714.000000 Penalty: 983.839539
	Iteration 4F: 3 clusters Score -3252714 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3254822.500000 Penalty: 983.839539
	Iteration 5F: 3 clusters Score -3254822 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3257854.000000 Penalty: 983.839539
	Iteration 6F: 3 clusters Score -3257854 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3260311.250000 Penalty: 983.839539
	Iteration 7F: 3 clusters Score -3260311 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3263113.000000 Penalty: 983.839539
	Iteration 8F: 3 clusters Score -3263113 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3265409.500000 Penalty: 983.839539
	Iteration 9Q: 3 clusters Score -3265410 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3266634.750000 Penalty: 983.839539
	Iteration 10Q: 3 clusters Score -3266635 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3267172.500000 Penalty: 983.839539
	Iteration 11Q: 3 clusters Score -3267172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3267346.750000 Penalty: 983.839539
	Iteration 12Q: 3 clusters Score -3267347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3267428.750000 Penalty: 983.839539
	Iteration 13Q: 3 clusters Score -3267429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3267466.500000 Penalty: 983.839539
	Iteration 14Q: 3 clusters Score -3267466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3267478.750000 Penalty: 983.839539
	Iteration 15Q: 3 clusters Score -3267479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3267480.750000 Penalty: 983.839539
	Iteration 16Q: 3 clusters Score -3267481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3267489.500000 Penalty: 983.839539
	Iteration 17Q: 3 clusters Score -3267490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3267491.250000 Penalty: 983.839539
	Iteration 18Q: 3 clusters Score -3267491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3267491.250000 Penalty: 983.839539
	Iteration 19F: 3 clusters Score -3267491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Entering Unmasked Estep 
Score: -219376.843750 Penalty: 376.285583
	Iteration 0F: 2 clusters Score -219376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -216661.656250 Penalty: 752.571167
	Iteration 0F: 3 clusters Score -216661.7 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -217752.031250 Penalty: 752.571167
	Iteration 1F: 3 clusters Score -217752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -217972.359375 Penalty: 752.571167
	Iteration 2F: 3 clusters Score -217972.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -218217.765625 Penalty: 752.571167
	Iteration 3F: 3 clusters Score -218217.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -218422.812500 Penalty: 752.571167
	Iteration 4F: 3 clusters Score -218422.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -218576.875000 Penalty: 752.571167
	Iteration 5F: 3 clusters Score -218576.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -218696.500000 Penalty: 752.571167
	Iteration 6Q: 3 clusters Score -218696.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -218775.843750 Penalty: 752.571167
	Iteration 7Q: 3 clusters Score -218775.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -218821.796875 Penalty: 752.571167
	Iteration 8Q: 3 clusters Score -218821.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -218848.312500 Penalty: 752.571167
	Iteration 9Q: 3 clusters Score -218848.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -218865.953125 Penalty: 752.571167
	Iteration 10Q: 3 clusters Score -218866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -218879.484375 Penalty: 752.571167
	Iteration 11Q: 3 clusters Score -218879.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -218893.718750 Penalty: 752.571167
	Iteration 12Q: 3 clusters Score -218893.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -218906.500000 Penalty: 752.571167
	Iteration 13Q: 3 clusters Score -218906.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -218914.046875 Penalty: 752.571167
	Iteration 14Q: 3 clusters Score -218914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -218922.468750 Penalty: 752.571167
	Iteration 15Q: 3 clusters Score -218922.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -218927.562500 Penalty: 752.571167
	Iteration 16Q: 3 clusters Score -218927.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -218933.968750 Penalty: 752.571167
	Iteration 17Q: 3 clusters Score -218934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -218937.031250 Penalty: 752.571167
	Iteration 18Q: 3 clusters Score -218937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -218939.093750 Penalty: 752.571167
	Iteration 19Q: 3 clusters Score -218939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -218939.781250 Penalty: 752.571167
	Iteration 20F: 3 clusters Score -218939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -218940.734375 Penalty: 752.571167
	Iteration 21Q: 3 clusters Score -218940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -218941.875000 Penalty: 752.571167
	Iteration 22Q: 3 clusters Score -218941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -218942.703125 Penalty: 752.571167
	Iteration 23Q: 3 clusters Score -218942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -218943.375000 Penalty: 752.571167
	Iteration 24Q: 3 clusters Score -218943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -218944.015625 Penalty: 752.571167
	Iteration 25Q: 3 clusters Score -218944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -218944.343750 Penalty: 752.571167
	Iteration 26Q: 3 clusters Score -218944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -218944.656250 Penalty: 752.571167
	Iteration 27Q: 3 clusters Score -218944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -218944.968750 Penalty: 752.571167
	Iteration 28Q: 3 clusters Score -218945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -218945.234375 Penalty: 752.571167
	Iteration 29Q: 3 clusters Score -218945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -218945.578125 Penalty: 752.571167
	Iteration 30Q: 3 clusters Score -218945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -218945.687500 Penalty: 752.571167
	Iteration 31Q: 3 clusters Score -218945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -218945.453125 Penalty: 752.571167
	Iteration 32Q: 3 clusters Score -218945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -218945.453125 Penalty: 752.571167
	Iteration 33F: 3 clusters Score -218945.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Entering Unmasked Estep 
Score: -2690889.250000 Penalty: 483.865723
	Iteration 0F: 2 clusters Score -2690889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2663616.500000 Penalty: 967.731445
	Iteration 0F: 3 clusters Score -2663616 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2676913.250000 Penalty: 967.731445
	Iteration 1F: 3 clusters Score -2676913 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2678870.000000 Penalty: 967.731445
	Iteration 2F: 3 clusters Score -2678870 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2681407.750000 Penalty: 967.731445
	Iteration 3F: 3 clusters Score -2681408 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2683771.250000 Penalty: 967.731445
	Iteration 4F: 3 clusters Score -2683771 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2685447.750000 Penalty: 967.731445
	Iteration 5F: 3 clusters Score -2685448 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2686625.250000 Penalty: 967.731445
	Iteration 6Q: 3 clusters Score -2686625 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2687392.000000 Penalty: 967.731445
	Iteration 7Q: 3 clusters Score -2687392 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2687964.000000 Penalty: 967.731445
	Iteration 8Q: 3 clusters Score -2687964 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2688332.000000 Penalty: 967.731445
	Iteration 9Q: 3 clusters Score -2688332 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2688645.750000 Penalty: 967.731445
	Iteration 10Q: 3 clusters Score -2688646 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2688904.000000 Penalty: 967.731445
	Iteration 11Q: 3 clusters Score -2688904 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2689115.250000 Penalty: 967.731445
	Iteration 12Q: 3 clusters Score -2689115 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2689291.000000 Penalty: 967.731445
	Iteration 13Q: 3 clusters Score -2689291 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2689468.750000 Penalty: 967.731445
	Iteration 14Q: 3 clusters Score -2689469 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2689604.000000 Penalty: 967.731445
	Iteration 15Q: 3 clusters Score -2689604 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2689745.750000 Penalty: 967.731445
	Iteration 16Q: 3 clusters Score -2689746 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2689892.500000 Penalty: 967.731445
	Iteration 17Q: 3 clusters Score -2689892 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2690015.250000 Penalty: 967.731445
	Iteration 18Q: 3 clusters Score -2690015 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2690118.250000 Penalty: 967.731445
	Iteration 19Q: 3 clusters Score -2690118 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2690214.000000 Penalty: 967.731445
	Iteration 20F: 3 clusters Score -2690214 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2690289.500000 Penalty: 967.731445
	Iteration 21Q: 3 clusters Score -2690290 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2690368.000000 Penalty: 967.731445
	Iteration 22Q: 3 clusters Score -2690368 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2690423.000000 Penalty: 967.731445
	Iteration 23Q: 3 clusters Score -2690423 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2690448.250000 Penalty: 967.731445
	Iteration 24Q: 3 clusters Score -2690448 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2690471.250000 Penalty: 967.731445
	Iteration 25Q: 3 clusters Score -2690471 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2690487.500000 Penalty: 967.731445
	Iteration 26Q: 3 clusters Score -2690488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2690501.000000 Penalty: 967.731445
	Iteration 27Q: 3 clusters Score -2690501 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2690528.750000 Penalty: 967.731445
	Iteration 28Q: 3 clusters Score -2690529 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2690539.250000 Penalty: 967.731445
	Iteration 29Q: 3 clusters Score -2690539 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2690579.250000 Penalty: 967.731445
	Iteration 30Q: 3 clusters Score -2690579 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2690586.250000 Penalty: 967.731445
	Iteration 31Q: 3 clusters Score -2690586 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2690595.250000 Penalty: 967.731445
	Iteration 32Q: 3 clusters Score -2690595 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2690615.500000 Penalty: 967.731445
	Iteration 33Q: 3 clusters Score -2690616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2690625.000000 Penalty: 967.731445
	Iteration 34Q: 3 clusters Score -2690625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2690634.500000 Penalty: 967.731445
	Iteration 35Q: 3 clusters Score -2690634 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2690646.250000 Penalty: 967.731445
	Iteration 36Q: 3 clusters Score -2690646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2690647.000000 Penalty: 967.731445
	Iteration 37Q: 3 clusters Score -2690647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2690658.750000 Penalty: 967.731445
	Iteration 38Q: 3 clusters Score -2690659 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2690668.750000 Penalty: 967.731445
	Iteration 39Q: 3 clusters Score -2690669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2690670.750000 Penalty: 967.731445
	Iteration 40F: 3 clusters Score -2690671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2690673.000000 Penalty: 967.731445
	Iteration 41Q: 3 clusters Score -2690673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2690678.500000 Penalty: 967.731445
	Iteration 42Q: 3 clusters Score -2690678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2690686.500000 Penalty: 967.731445
	Iteration 43Q: 3 clusters Score -2690686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2690683.500000 Penalty: 967.731445
	Iteration 44Q: 3 clusters Score -2690684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2690685.750000 Penalty: 967.731445
	Iteration 45Q: 3 clusters Score -2690686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2690689.000000 Penalty: 967.731445
	Iteration 46Q: 3 clusters Score -2690689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2690687.250000 Penalty: 967.731445
	Iteration 47Q: 3 clusters Score -2690687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2690687.000000 Penalty: 967.731445
	Iteration 48Q: 3 clusters Score -2690687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2690685.000000 Penalty: 967.731445
	Iteration 49Q: 3 clusters Score -2690685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2690692.750000 Penalty: 967.731445
	Iteration 50Q: 3 clusters Score -2690693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2690693.250000 Penalty: 967.731445
	Iteration 51Q: 3 clusters Score -2690693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2690694.000000 Penalty: 967.731445
	Iteration 52Q: 3 clusters Score -2690694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2690694.000000 Penalty: 967.731445
	Iteration 53Q: 3 clusters Score -2690694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2690691.500000 Penalty: 967.731445
	Iteration 54Q: 3 clusters Score -2690692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2690695.000000 Penalty: 967.731445
	Iteration 55Q: 3 clusters Score -2690695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2690695.750000 Penalty: 967.731445
	Iteration 56Q: 3 clusters Score -2690696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2690699.750000 Penalty: 967.731445
	Iteration 57Q: 3 clusters Score -2690700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2690708.000000 Penalty: 967.731445
	Iteration 58Q: 3 clusters Score -2690708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2690710.500000 Penalty: 967.731445
	Iteration 59Q: 3 clusters Score -2690710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2690711.500000 Penalty: 967.731445
	Iteration 60F: 3 clusters Score -2690712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2690711.250000 Penalty: 967.731445
	Iteration 61Q: 3 clusters Score -2690711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2690713.250000 Penalty: 967.731445
	Iteration 62Q: 3 clusters Score -2690713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2690711.750000 Penalty: 967.731445
	Iteration 63Q: 3 clusters Score -2690712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2690711.000000 Penalty: 967.731445
	Iteration 64Q: 3 clusters Score -2690711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2690705.750000 Penalty: 967.731445
	Iteration 65Q: 3 clusters Score -2690706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2690704.000000 Penalty: 967.731445
	Iteration 66Q: 3 clusters Score -2690704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2690703.250000 Penalty: 967.731445
	Iteration 67Q: 3 clusters Score -2690703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2690700.000000 Penalty: 967.731445
	Iteration 68Q: 3 clusters Score -2690700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2690700.750000 Penalty: 967.731445
	Iteration 69Q: 3 clusters Score -2690701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2690702.250000 Penalty: 967.731445
	Iteration 70Q: 3 clusters Score -2690702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2690703.500000 Penalty: 967.731445
	Iteration 71Q: 3 clusters Score -2690704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2690705.000000 Penalty: 967.731445
	Iteration 72Q: 3 clusters Score -2690705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2690710.750000 Penalty: 967.731445
	Iteration 73Q: 3 clusters Score -2690711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2690712.250000 Penalty: 967.731445
	Iteration 74Q: 3 clusters Score -2690712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2690716.000000 Penalty: 967.731445
	Iteration 75Q: 3 clusters Score -2690716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2690711.750000 Penalty: 967.731445
	Iteration 76Q: 3 clusters Score -2690712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2690719.500000 Penalty: 967.731445
	Iteration 77Q: 3 clusters Score -2690720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2690717.750000 Penalty: 967.731445
	Iteration 78Q: 3 clusters Score -2690718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2690719.500000 Penalty: 967.731445
	Iteration 79Q: 3 clusters Score -2690720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2690718.000000 Penalty: 967.731445
	Iteration 80F: 3 clusters Score -2690718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2690717.750000 Penalty: 967.731445
	Iteration 81Q: 3 clusters Score -2690718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2690717.000000 Penalty: 967.731445
	Iteration 82Q: 3 clusters Score -2690717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2690717.000000 Penalty: 967.731445
	Iteration 83Q: 3 clusters Score -2690717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2690714.750000 Penalty: 967.731445
	Iteration 84Q: 3 clusters Score -2690715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2690716.000000 Penalty: 967.731445
	Iteration 85Q: 3 clusters Score -2690716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2690716.750000 Penalty: 967.731445
	Iteration 86Q: 3 clusters Score -2690717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2690716.750000 Penalty: 967.731445
	Iteration 87F: 3 clusters Score -2690717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Entering Unmasked Estep 
Score: -4044445.000000 Penalty: 504.125336
	Iteration 0F: 2 clusters Score -4044445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4000661.500000 Penalty: 1008.250671
	Iteration 0F: 3 clusters Score -4000662 nChanged 31637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4020297.250000 Penalty: 1008.250671
	Iteration 1F: 3 clusters Score -4020297 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4021220.500000 Penalty: 1008.250671
	Iteration 2Q: 3 clusters Score -4021220 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4022536.250000 Penalty: 1008.250671
	Iteration 3Q: 3 clusters Score -4022536 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4024539.000000 Penalty: 1008.250671
	Iteration 4F: 3 clusters Score -4024539 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4027347.250000 Penalty: 1008.250671
	Iteration 5F: 3 clusters Score -4027347 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4030601.250000 Penalty: 1008.250671
	Iteration 6F: 3 clusters Score -4030601 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4032655.250000 Penalty: 1008.250671
	Iteration 7F: 3 clusters Score -4032655 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4033362.000000 Penalty: 1008.250671
	Iteration 8Q: 3 clusters Score -4033362 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4033565.750000 Penalty: 1008.250671
	Iteration 9Q: 3 clusters Score -4033566 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -4033677.250000 Penalty: 1008.250671
	Iteration 10Q: 3 clusters Score -4033677 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4033779.000000 Penalty: 1008.250671
	Iteration 11Q: 3 clusters Score -4033779 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -4033874.000000 Penalty: 1008.250671
	Iteration 12Q: 3 clusters Score -4033874 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4033987.500000 Penalty: 1008.250671
	Iteration 13Q: 3 clusters Score -4033988 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4034127.500000 Penalty: 1008.250671
	Iteration 14Q: 3 clusters Score -4034128 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4034259.750000 Penalty: 1008.250671
	Iteration 15Q: 3 clusters Score -4034260 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4034432.000000 Penalty: 1008.250671
	Iteration 16Q: 3 clusters Score -4034432 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4034602.250000 Penalty: 1008.250671
	Iteration 17Q: 3 clusters Score -4034602 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -4034773.500000 Penalty: 1008.250671
	Iteration 18Q: 3 clusters Score -4034774 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4035014.500000 Penalty: 1008.250671
	Iteration 19Q: 3 clusters Score -4035014 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -4035275.750000 Penalty: 1008.250671
	Iteration 20F: 3 clusters Score -4035276 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4035590.500000 Penalty: 1008.250671
	Iteration 21Q: 3 clusters Score -4035590 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4035917.000000 Penalty: 1008.250671
	Iteration 22Q: 3 clusters Score -4035917 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4036246.500000 Penalty: 1008.250671
	Iteration 23Q: 3 clusters Score -4036246 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4036611.750000 Penalty: 1008.250671
	Iteration 24Q: 3 clusters Score -4036612 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4036991.500000 Penalty: 1008.250671
	Iteration 25Q: 3 clusters Score -4036992 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4037371.750000 Penalty: 1008.250671
	Iteration 26Q: 3 clusters Score -4037372 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4037750.750000 Penalty: 1008.250671
	Iteration 27Q: 3 clusters Score -4037751 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4038158.500000 Penalty: 1008.250671
	Iteration 28Q: 3 clusters Score -4038158 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4038619.250000 Penalty: 1008.250671
	Iteration 29Q: 3 clusters Score -4038619 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4039079.000000 Penalty: 1008.250671
	Iteration 30Q: 3 clusters Score -4039079 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -4039509.500000 Penalty: 1008.250671
	Iteration 31Q: 3 clusters Score -4039510 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4039944.500000 Penalty: 1008.250671
	Iteration 32Q: 3 clusters Score -4039944 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4040344.750000 Penalty: 1008.250671
	Iteration 33Q: 3 clusters Score -4040345 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4040746.250000 Penalty: 1008.250671
	Iteration 34Q: 3 clusters Score -4040746 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4041066.500000 Penalty: 1008.250671
	Iteration 35Q: 3 clusters Score -4041066 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4041401.250000 Penalty: 1008.250671
	Iteration 36Q: 3 clusters Score -4041401 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -4041758.250000 Penalty: 1008.250671
	Iteration 37Q: 3 clusters Score -4041758 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4042066.000000 Penalty: 1008.250671
	Iteration 38Q: 3 clusters Score -4042066 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4042371.000000 Penalty: 1008.250671
	Iteration 39Q: 3 clusters Score -4042371 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4042657.250000 Penalty: 1008.250671
	Iteration 40F: 3 clusters Score -4042657 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4042916.750000 Penalty: 1008.250671
	Iteration 41Q: 3 clusters Score -4042917 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4043122.750000 Penalty: 1008.250671
	Iteration 42Q: 3 clusters Score -4043123 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4043327.750000 Penalty: 1008.250671
	Iteration 43Q: 3 clusters Score -4043328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4043491.000000 Penalty: 1008.250671
	Iteration 44Q: 3 clusters Score -4043491 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4043591.750000 Penalty: 1008.250671
	Iteration 45Q: 3 clusters Score -4043592 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4043676.000000 Penalty: 1008.250671
	Iteration 46Q: 3 clusters Score -4043676 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4043763.250000 Penalty: 1008.250671
	Iteration 47Q: 3 clusters Score -4043763 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4043813.750000 Penalty: 1008.250671
	Iteration 48Q: 3 clusters Score -4043814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4043881.250000 Penalty: 1008.250671
	Iteration 49Q: 3 clusters Score -4043881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4043923.250000 Penalty: 1008.250671
	Iteration 50Q: 3 clusters Score -4043923 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4043973.000000 Penalty: 1008.250671
	Iteration 51Q: 3 clusters Score -4043973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4044005.750000 Penalty: 1008.250671
	Iteration 52Q: 3 clusters Score -4044006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4044011.750000 Penalty: 1008.250671
	Iteration 53Q: 3 clusters Score -4044012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4044036.500000 Penalty: 1008.250671
	Iteration 54Q: 3 clusters Score -4044036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4044059.000000 Penalty: 1008.250671
	Iteration 55Q: 3 clusters Score -4044059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4044084.000000 Penalty: 1008.250671
	Iteration 56Q: 3 clusters Score -4044084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4044101.750000 Penalty: 1008.250671
	Iteration 57Q: 3 clusters Score -4044102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4044110.500000 Penalty: 1008.250671
	Iteration 58Q: 3 clusters Score -4044110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4044116.500000 Penalty: 1008.250671
	Iteration 59Q: 3 clusters Score -4044116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4044125.750000 Penalty: 1008.250671
	Iteration 60F: 3 clusters Score -4044126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4044128.500000 Penalty: 1008.250671
	Iteration 61Q: 3 clusters Score -4044128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4044132.500000 Penalty: 1008.250671
	Iteration 62Q: 3 clusters Score -4044132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4044134.750000 Penalty: 1008.250671
	Iteration 63Q: 3 clusters Score -4044135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4044132.250000 Penalty: 1008.250671
	Iteration 64Q: 3 clusters Score -4044132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4044127.500000 Penalty: 1008.250671
	Iteration 65Q: 3 clusters Score -4044128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4044131.250000 Penalty: 1008.250671
	Iteration 66Q: 3 clusters Score -4044131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4044134.000000 Penalty: 1008.250671
	Iteration 67Q: 3 clusters Score -4044134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4044135.250000 Penalty: 1008.250671
	Iteration 68Q: 3 clusters Score -4044135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4044136.750000 Penalty: 1008.250671
	Iteration 69Q: 3 clusters Score -4044137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4044137.750000 Penalty: 1008.250671
	Iteration 70Q: 3 clusters Score -4044138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4044143.750000 Penalty: 1008.250671
	Iteration 71Q: 3 clusters Score -4044144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4044137.750000 Penalty: 1008.250671
	Iteration 72Q: 3 clusters Score -4044138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4044149.250000 Penalty: 1008.250671
	Iteration 73Q: 3 clusters Score -4044149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4044149.250000 Penalty: 1008.250671
	Iteration 74Q: 3 clusters Score -4044149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4044157.250000 Penalty: 1008.250671
	Iteration 75Q: 3 clusters Score -4044157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4044165.250000 Penalty: 1008.250671
	Iteration 76Q: 3 clusters Score -4044165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4044164.750000 Penalty: 1008.250671
	Iteration 77Q: 3 clusters Score -4044165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4044163.250000 Penalty: 1008.250671
	Iteration 78Q: 3 clusters Score -4044163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4044168.000000 Penalty: 1008.250671
	Iteration 79Q: 3 clusters Score -4044168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4044168.500000 Penalty: 1008.250671
	Iteration 80F: 3 clusters Score -4044168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4044174.750000 Penalty: 1008.250671
	Iteration 81Q: 3 clusters Score -4044175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4044173.500000 Penalty: 1008.250671
	Iteration 82Q: 3 clusters Score -4044174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4044173.000000 Penalty: 1008.250671
	Iteration 83Q: 3 clusters Score -4044173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4044176.750000 Penalty: 1008.250671
	Iteration 84Q: 3 clusters Score -4044177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4044173.500000 Penalty: 1008.250671
	Iteration 85Q: 3 clusters Score -4044174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4044176.000000 Penalty: 1008.250671
	Iteration 86Q: 3 clusters Score -4044176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4044176.000000 Penalty: 1008.250671
	Iteration 87Q: 3 clusters Score -4044176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4044176.250000 Penalty: 1008.250671
	Iteration 88Q: 3 clusters Score -4044176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4044176.250000 Penalty: 1008.250671
	Iteration 89F: 3 clusters Score -4044176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Entering Unmasked Estep 
Score: -1270853.750000 Penalty: 454.542297
	Iteration 0F: 2 clusters Score -1270854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1256275.500000 Penalty: 909.084595
	Iteration 0F: 3 clusters Score -1256276 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1264119.625000 Penalty: 909.084595
	Iteration 1F: 3 clusters Score -1264120 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1265478.000000 Penalty: 909.084595
	Iteration 2F: 3 clusters Score -1265478 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1266691.375000 Penalty: 909.084595
	Iteration 3F: 3 clusters Score -1266691 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1267382.750000 Penalty: 909.084595
	Iteration 4F: 3 clusters Score -1267383 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1267731.750000 Penalty: 909.084595
	Iteration 5Q: 3 clusters Score -1267732 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1267876.250000 Penalty: 909.084595
	Iteration 6Q: 3 clusters Score -1267876 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1267947.250000 Penalty: 909.084595
	Iteration 7Q: 3 clusters Score -1267947 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1268000.750000 Penalty: 909.084595
	Iteration 8Q: 3 clusters Score -1268001 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1268037.875000 Penalty: 909.084595
	Iteration 9Q: 3 clusters Score -1268038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1268075.000000 Penalty: 909.084595
	Iteration 10Q: 3 clusters Score -1268075 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1268127.625000 Penalty: 909.084595
	Iteration 11Q: 3 clusters Score -1268128 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1268173.000000 Penalty: 909.084595
	Iteration 12Q: 3 clusters Score -1268173 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1268233.625000 Penalty: 909.084595
	Iteration 13Q: 3 clusters Score -1268234 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1268285.750000 Penalty: 909.084595
	Iteration 14Q: 3 clusters Score -1268286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1268345.250000 Penalty: 909.084595
	Iteration 15Q: 3 clusters Score -1268345 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1268404.500000 Penalty: 909.084595
	Iteration 16Q: 3 clusters Score -1268404 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1268480.250000 Penalty: 909.084595
	Iteration 17Q: 3 clusters Score -1268480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1268563.250000 Penalty: 909.084595
	Iteration 18Q: 3 clusters Score -1268563 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1268647.500000 Penalty: 909.084595
	Iteration 19Q: 3 clusters Score -1268648 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1268738.375000 Penalty: 909.084595
	Iteration 20F: 3 clusters Score -1268738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1268825.000000 Penalty: 909.084595
	Iteration 21Q: 3 clusters Score -1268825 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1268910.500000 Penalty: 909.084595
	Iteration 22Q: 3 clusters Score -1268910 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1269002.375000 Penalty: 909.084595
	Iteration 23Q: 3 clusters Score -1269002 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1269086.625000 Penalty: 909.084595
	Iteration 24Q: 3 clusters Score -1269087 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1269160.125000 Penalty: 909.084595
	Iteration 25Q: 3 clusters Score -1269160 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1269229.250000 Penalty: 909.084595
	Iteration 26Q: 3 clusters Score -1269229 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1269288.625000 Penalty: 909.084595
	Iteration 27Q: 3 clusters Score -1269289 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1269329.125000 Penalty: 909.084595
	Iteration 28Q: 3 clusters Score -1269329 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1269380.500000 Penalty: 909.084595
	Iteration 29Q: 3 clusters Score -1269380 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1269419.500000 Penalty: 909.084595
	Iteration 30Q: 3 clusters Score -1269420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1269475.000000 Penalty: 909.084595
	Iteration 31Q: 3 clusters Score -1269475 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1269521.875000 Penalty: 909.084595
	Iteration 32Q: 3 clusters Score -1269522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1269561.125000 Penalty: 909.084595
	Iteration 33Q: 3 clusters Score -1269561 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1269611.125000 Penalty: 909.084595
	Iteration 34Q: 3 clusters Score -1269611 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1269654.750000 Penalty: 909.084595
	Iteration 35Q: 3 clusters Score -1269655 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1269699.375000 Penalty: 909.084595
	Iteration 36Q: 3 clusters Score -1269699 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1269736.250000 Penalty: 909.084595
	Iteration 37Q: 3 clusters Score -1269736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1269798.500000 Penalty: 909.084595
	Iteration 38Q: 3 clusters Score -1269798 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1269856.750000 Penalty: 909.084595
	Iteration 39Q: 3 clusters Score -1269857 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1269918.875000 Penalty: 909.084595
	Iteration 40F: 3 clusters Score -1269919 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1269957.750000 Penalty: 909.084595
	Iteration 41Q: 3 clusters Score -1269958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1269998.250000 Penalty: 909.084595
	Iteration 42Q: 3 clusters Score -1269998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1270034.500000 Penalty: 909.084595
	Iteration 43Q: 3 clusters Score -1270034 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1270058.750000 Penalty: 909.084595
	Iteration 44Q: 3 clusters Score -1270059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1270080.000000 Penalty: 909.084595
	Iteration 45Q: 3 clusters Score -1270080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1270098.125000 Penalty: 909.084595
	Iteration 46Q: 3 clusters Score -1270098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1270101.250000 Penalty: 909.084595
	Iteration 47Q: 3 clusters Score -1270101 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1270106.500000 Penalty: 909.084595
	Iteration 48Q: 3 clusters Score -1270106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1270109.125000 Penalty: 909.084595
	Iteration 49Q: 3 clusters Score -1270109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1270124.500000 Penalty: 909.084595
	Iteration 50Q: 3 clusters Score -1270124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1270124.875000 Penalty: 909.084595
	Iteration 51Q: 3 clusters Score -1270125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1270129.875000 Penalty: 909.084595
	Iteration 52Q: 3 clusters Score -1270130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1270130.500000 Penalty: 909.084595
	Iteration 53Q: 3 clusters Score -1270130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1270138.625000 Penalty: 909.084595
	Iteration 54Q: 3 clusters Score -1270139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1270145.000000 Penalty: 909.084595
	Iteration 55Q: 3 clusters Score -1270145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1270156.750000 Penalty: 909.084595
	Iteration 56Q: 3 clusters Score -1270157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1270155.500000 Penalty: 909.084595
	Iteration 57Q: 3 clusters Score -1270156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1270162.000000 Penalty: 909.084595
	Iteration 58Q: 3 clusters Score -1270162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1270162.250000 Penalty: 909.084595
	Iteration 59Q: 3 clusters Score -1270162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1270166.750000 Penalty: 909.084595
	Iteration 60F: 3 clusters Score -1270167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1270173.000000 Penalty: 909.084595
	Iteration 61Q: 3 clusters Score -1270173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1270179.875000 Penalty: 909.084595
	Iteration 62Q: 3 clusters Score -1270180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1270188.125000 Penalty: 909.084595
	Iteration 63Q: 3 clusters Score -1270188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1270190.500000 Penalty: 909.084595
	Iteration 64Q: 3 clusters Score -1270190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1270202.000000 Penalty: 909.084595
	Iteration 65Q: 3 clusters Score -1270202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1270204.625000 Penalty: 909.084595
	Iteration 66Q: 3 clusters Score -1270205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1270209.375000 Penalty: 909.084595
	Iteration 67Q: 3 clusters Score -1270209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1270213.250000 Penalty: 909.084595
	Iteration 68Q: 3 clusters Score -1270213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1270216.625000 Penalty: 909.084595
	Iteration 69Q: 3 clusters Score -1270217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1270219.625000 Penalty: 909.084595
	Iteration 70Q: 3 clusters Score -1270220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1270222.875000 Penalty: 909.084595
	Iteration 71Q: 3 clusters Score -1270223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1270221.625000 Penalty: 909.084595
	Iteration 72Q: 3 clusters Score -1270222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1270222.500000 Penalty: 909.084595
	Iteration 73Q: 3 clusters Score -1270222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1270222.500000 Penalty: 909.084595
	Iteration 74Q: 3 clusters Score -1270222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1270225.125000 Penalty: 909.084595
	Iteration 75Q: 3 clusters Score -1270225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1270225.250000 Penalty: 909.084595
	Iteration 76Q: 3 clusters Score -1270225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1270224.500000 Penalty: 909.084595
	Iteration 77Q: 3 clusters Score -1270224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1270227.500000 Penalty: 909.084595
	Iteration 78Q: 3 clusters Score -1270228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1270228.000000 Penalty: 909.084595
	Iteration 79Q: 3 clusters Score -1270228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1270225.125000 Penalty: 909.084595
	Iteration 80F: 3 clusters Score -1270225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1270225.875000 Penalty: 909.084595
	Iteration 81Q: 3 clusters Score -1270226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1270226.500000 Penalty: 909.084595
	Iteration 82Q: 3 clusters Score -1270226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1270230.625000 Penalty: 909.084595
	Iteration 83Q: 3 clusters Score -1270231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1270231.500000 Penalty: 909.084595
	Iteration 84Q: 3 clusters Score -1270232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1270228.250000 Penalty: 909.084595
	Iteration 85Q: 3 clusters Score -1270228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1270233.375000 Penalty: 909.084595
	Iteration 86Q: 3 clusters Score -1270233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1270233.000000 Penalty: 909.084595
	Iteration 87Q: 3 clusters Score -1270233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1270235.125000 Penalty: 909.084595
	Iteration 88Q: 3 clusters Score -1270235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1270235.625000 Penalty: 909.084595
	Iteration 89Q: 3 clusters Score -1270236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1270236.500000 Penalty: 909.084595
	Iteration 90Q: 3 clusters Score -1270236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1270234.500000 Penalty: 909.084595
	Iteration 91Q: 3 clusters Score -1270234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1270232.375000 Penalty: 909.084595
	Iteration 92Q: 3 clusters Score -1270232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1270235.125000 Penalty: 909.084595
	Iteration 93Q: 3 clusters Score -1270235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1270231.750000 Penalty: 909.084595
	Iteration 94Q: 3 clusters Score -1270232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1270232.625000 Penalty: 909.084595
	Iteration 95Q: 3 clusters Score -1270233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1270233.125000 Penalty: 909.084595
	Iteration 96Q: 3 clusters Score -1270233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1270234.125000 Penalty: 909.084595
	Iteration 97Q: 3 clusters Score -1270234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1270232.500000 Penalty: 909.084595
	Iteration 98Q: 3 clusters Score -1270232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1270232.625000 Penalty: 909.084595
	Iteration 99Q: 3 clusters Score -1270233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1270232.625000 Penalty: 909.084595
	Iteration 100F: 3 clusters Score -1270233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (95506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Entering Unmasked Estep 
Score: -6093457.500000 Penalty: 521.745972
	Iteration 0F: 2 clusters Score -6093458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -6063685.000000 Penalty: 1043.491943
	Iteration 0F: 3 clusters Score -6063685 nChanged 46861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -6093545.500000 Penalty: 1043.491943
	Iteration 1F: 3 clusters Score -6093546 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6098379.000000 Penalty: 1043.491943
	Iteration 2F: 3 clusters Score -6098379 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -6104707.500000 Penalty: 1043.491943
	Iteration 3F: 3 clusters Score -6104708 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -6109285.500000 Penalty: 1043.491943
	Iteration 4F: 3 clusters Score -6109286 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6110749.000000 Penalty: 1043.491943
	Iteration 5F: 3 clusters Score -6110749 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6110900.000000 Penalty: 1043.491943
	Iteration 6Q: 3 clusters Score -6110900 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -6110898.500000 Penalty: 1043.491943
	Iteration 7Q: 3 clusters Score -6110898 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -6110764.500000 Penalty: 1043.491943
	Iteration 8Q: 3 clusters Score -6110764 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -6110623.500000 Penalty: 1043.491943
	Iteration 9Q: 3 clusters Score -6110624 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -6110536.000000 Penalty: 1043.491943
	Iteration 10Q: 3 clusters Score -6110536 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -6110380.500000 Penalty: 1043.491943
	Iteration 11Q: 3 clusters Score -6110380 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -6110363.500000 Penalty: 1043.491943
	Iteration 12Q: 3 clusters Score -6110364 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -6110390.000000 Penalty: 1043.491943
	Iteration 13Q: 3 clusters Score -6110390 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -6110423.500000 Penalty: 1043.491943
	Iteration 14Q: 3 clusters Score -6110424 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6110375.000000 Penalty: 1043.491943
	Iteration 15Q: 3 clusters Score -6110375 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -6110584.500000 Penalty: 1043.491943
	Iteration 16Q: 3 clusters Score -6110584 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -6111051.500000 Penalty: 1043.491943
	Iteration 17Q: 3 clusters Score -6111052 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6111560.000000 Penalty: 1043.491943
	Iteration 18Q: 3 clusters Score -6111560 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6111999.000000 Penalty: 1043.491943
	Iteration 19Q: 3 clusters Score -6111999 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -6112424.500000 Penalty: 1043.491943
	Iteration 20F: 3 clusters Score -6112424 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6112927.500000 Penalty: 1043.491943
	Iteration 21Q: 3 clusters Score -6112928 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -6113485.000000 Penalty: 1043.491943
	Iteration 22Q: 3 clusters Score -6113485 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -6114199.000000 Penalty: 1043.491943
	Iteration 23Q: 3 clusters Score -6114199 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -6114800.500000 Penalty: 1043.491943
	Iteration 24Q: 3 clusters Score -6114800 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -6115538.500000 Penalty: 1043.491943
	Iteration 25Q: 3 clusters Score -6115538 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -6116249.000000 Penalty: 1043.491943
	Iteration 26Q: 3 clusters Score -6116249 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -6117010.500000 Penalty: 1043.491943
	Iteration 27Q: 3 clusters Score -6117010 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -6117708.000000 Penalty: 1043.491943
	Iteration 28Q: 3 clusters Score -6117708 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -6118369.000000 Penalty: 1043.491943
	Iteration 29Q: 3 clusters Score -6118369 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6119100.500000 Penalty: 1043.491943
	Iteration 30Q: 3 clusters Score -6119100 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -6119801.000000 Penalty: 1043.491943
	Iteration 31Q: 3 clusters Score -6119801 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -6120606.000000 Penalty: 1043.491943
	Iteration 32Q: 3 clusters Score -6120606 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -6121351.000000 Penalty: 1043.491943
	Iteration 33Q: 3 clusters Score -6121351 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -6122201.500000 Penalty: 1043.491943
	Iteration 34Q: 3 clusters Score -6122202 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -6122959.500000 Penalty: 1043.491943
	Iteration 35Q: 3 clusters Score -6122960 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6123552.500000 Penalty: 1043.491943
	Iteration 36Q: 3 clusters Score -6123552 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -6124037.500000 Penalty: 1043.491943
	Iteration 37Q: 3 clusters Score -6124038 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -6124548.500000 Penalty: 1043.491943
	Iteration 38Q: 3 clusters Score -6124548 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6124950.500000 Penalty: 1043.491943
	Iteration 39Q: 3 clusters Score -6124950 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -6125441.500000 Penalty: 1043.491943
	Iteration 40F: 3 clusters Score -6125442 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -6125924.500000 Penalty: 1043.491943
	Iteration 41Q: 3 clusters Score -6125924 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -6126475.500000 Penalty: 1043.491943
	Iteration 42Q: 3 clusters Score -6126476 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -6126978.000000 Penalty: 1043.491943
	Iteration 43Q: 3 clusters Score -6126978 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6127525.000000 Penalty: 1043.491943
	Iteration 44Q: 3 clusters Score -6127525 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -6128096.000000 Penalty: 1043.491943
	Iteration 45Q: 3 clusters Score -6128096 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -6128546.000000 Penalty: 1043.491943
	Iteration 46Q: 3 clusters Score -6128546 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -6129081.500000 Penalty: 1043.491943
	Iteration 47Q: 3 clusters Score -6129082 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -6129528.500000 Penalty: 1043.491943
	Iteration 48Q: 3 clusters Score -6129528 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -6130002.000000 Penalty: 1043.491943
	Iteration 49Q: 3 clusters Score -6130002 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -6130347.000000 Penalty: 1043.491943
	Iteration 50Q: 3 clusters Score -6130347 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6130774.000000 Penalty: 1043.491943
	Iteration 51Q: 3 clusters Score -6130774 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6131158.500000 Penalty: 1043.491943
	Iteration 52Q: 3 clusters Score -6131158 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -6131515.000000 Penalty: 1043.491943
	Iteration 53Q: 3 clusters Score -6131515 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -6131797.500000 Penalty: 1043.491943
	Iteration 54Q: 3 clusters Score -6131798 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -6132045.000000 Penalty: 1043.491943
	Iteration 55Q: 3 clusters Score -6132045 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -6132227.500000 Penalty: 1043.491943
	Iteration 56Q: 3 clusters Score -6132228 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -6132375.000000 Penalty: 1043.491943
	Iteration 57Q: 3 clusters Score -6132375 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6132486.500000 Penalty: 1043.491943
	Iteration 58Q: 3 clusters Score -6132486 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6132606.000000 Penalty: 1043.491943
	Iteration 59Q: 3 clusters Score -6132606 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -6132703.000000 Penalty: 1043.491943
	Iteration 60F: 3 clusters Score -6132703 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -6132807.000000 Penalty: 1043.491943
	Iteration 61Q: 3 clusters Score -6132807 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -6132881.000000 Penalty: 1043.491943
	Iteration 62Q: 3 clusters Score -6132881 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -6132934.000000 Penalty: 1043.491943
	Iteration 63Q: 3 clusters Score -6132934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -6132977.500000 Penalty: 1043.491943
	Iteration 64Q: 3 clusters Score -6132978 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -6133003.500000 Penalty: 1043.491943
	Iteration 65Q: 3 clusters Score -6133004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6133030.000000 Penalty: 1043.491943
	Iteration 66Q: 3 clusters Score -6133030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -6133032.000000 Penalty: 1043.491943
	Iteration 67Q: 3 clusters Score -6133032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -6133052.000000 Penalty: 1043.491943
	Iteration 68Q: 3 clusters Score -6133052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6133061.500000 Penalty: 1043.491943
	Iteration 69Q: 3 clusters Score -6133062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6133077.500000 Penalty: 1043.491943
	Iteration 70Q: 3 clusters Score -6133078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6133094.000000 Penalty: 1043.491943
	Iteration 71Q: 3 clusters Score -6133094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6133088.000000 Penalty: 1043.491943
	Iteration 72Q: 3 clusters Score -6133088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -6133096.500000 Penalty: 1043.491943
	Iteration 73Q: 3 clusters Score -6133096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6133114.500000 Penalty: 1043.491943
	Iteration 74Q: 3 clusters Score -6133114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6133115.000000 Penalty: 1043.491943
	Iteration 75Q: 3 clusters Score -6133115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -6133125.000000 Penalty: 1043.491943
	Iteration 76Q: 3 clusters Score -6133125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -6133130.500000 Penalty: 1043.491943
	Iteration 77Q: 3 clusters Score -6133130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6133123.500000 Penalty: 1043.491943
	Iteration 78Q: 3 clusters Score -6133124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -6133121.000000 Penalty: 1043.491943
	Iteration 79Q: 3 clusters Score -6133121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6133123.000000 Penalty: 1043.491943
	Iteration 80F: 3 clusters Score -6133123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -6133127.500000 Penalty: 1043.491943
	Iteration 81Q: 3 clusters Score -6133128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -6133126.000000 Penalty: 1043.491943
	Iteration 82Q: 3 clusters Score -6133126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -6133128.500000 Penalty: 1043.491943
	Iteration 83Q: 3 clusters Score -6133128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -6133127.500000 Penalty: 1043.491943
	Iteration 84Q: 3 clusters Score -6133128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6133127.500000 Penalty: 1043.491943
	Iteration 85Q: 3 clusters Score -6133128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -6133131.500000 Penalty: 1043.491943
	Iteration 86Q: 3 clusters Score -6133132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -6133133.500000 Penalty: 1043.491943
	Iteration 87Q: 3 clusters Score -6133134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -6133131.000000 Penalty: 1043.491943
	Iteration 88Q: 3 clusters Score -6133131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -6133134.500000 Penalty: 1043.491943
	Iteration 89Q: 3 clusters Score -6133134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -6133130.000000 Penalty: 1043.491943
	Iteration 90Q: 3 clusters Score -6133130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -6133128.500000 Penalty: 1043.491943
	Iteration 91Q: 3 clusters Score -6133128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6133132.000000 Penalty: 1043.491943
	Iteration 92Q: 3 clusters Score -6133132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6133136.000000 Penalty: 1043.491943
	Iteration 93Q: 3 clusters Score -6133136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6133137.000000 Penalty: 1043.491943
	Iteration 94Q: 3 clusters Score -6133137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -6133135.500000 Penalty: 1043.491943
	Iteration 95Q: 3 clusters Score -6133136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -6133134.500000 Penalty: 1043.491943
	Iteration 96Q: 3 clusters Score -6133134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -6133131.500000 Penalty: 1043.491943
	Iteration 97Q: 3 clusters Score -6133132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6133130.500000 Penalty: 1043.491943
	Iteration 98Q: 3 clusters Score -6133130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -6133136.500000 Penalty: 1043.491943
	Iteration 99Q: 3 clusters Score -6133136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6133138.000000 Penalty: 1043.491943
	Iteration 100F: 3 clusters Score -6133138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -6133133.500000 Penalty: 1043.491943
	Iteration 101Q: 3 clusters Score -6133134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -6133135.000000 Penalty: 1043.491943
	Iteration 102Q: 3 clusters Score -6133135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -6133136.000000 Penalty: 1043.491943
	Iteration 103Q: 3 clusters Score -6133136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -6133136.000000 Penalty: 1043.491943
	Iteration 104F: 3 clusters Score -6133136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 60279 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 41540 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 67625 members 
Mstep: Class 12 contains 85444 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 15 contains 27881 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 1555 members 
Entering Unmasked Estep 
Score: -42126596.000000 Penalty: 11018.953125
Splitting cluster 11 changes total score from -42083712.000000 to -42126596.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (85444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85444 members 
Entering Unmasked Estep 
Score: -5349808.000000 Penalty: 516.680542
	Iteration 0F: 2 clusters Score -5349808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -5303347.000000 Penalty: 1033.361084
	Iteration 0F: 3 clusters Score -5303347 nChanged 41660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5329295.500000 Penalty: 1033.361084
	Iteration 1F: 3 clusters Score -5329296 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -5331295.500000 Penalty: 1033.361084
	Iteration 2F: 3 clusters Score -5331296 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5334263.000000 Penalty: 1033.361084
	Iteration 3F: 3 clusters Score -5334263 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5338423.500000 Penalty: 1033.361084
	Iteration 4F: 3 clusters Score -5338424 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5343475.500000 Penalty: 1033.361084
	Iteration 5F: 3 clusters Score -5343476 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5348726.500000 Penalty: 1033.361084
	Iteration 6F: 3 clusters Score -5348726 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5353108.500000 Penalty: 1033.361084
	Iteration 7F: 3 clusters Score -5353108 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5355656.000000 Penalty: 1033.361084
	Iteration 8Q: 3 clusters Score -5355656 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -5356793.000000 Penalty: 1033.361084
	Iteration 9Q: 3 clusters Score -5356793 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -5357423.500000 Penalty: 1033.361084
	Iteration 10Q: 3 clusters Score -5357424 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5357922.000000 Penalty: 1033.361084
	Iteration 11Q: 3 clusters Score -5357922 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5358342.500000 Penalty: 1033.361084
	Iteration 12Q: 3 clusters Score -5358342 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5358565.500000 Penalty: 1033.361084
	Iteration 13Q: 3 clusters Score -5358566 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -5358570.500000 Penalty: 1033.361084
	Iteration 14Q: 3 clusters Score -5358570 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -5358345.000000 Penalty: 1033.361084
	Iteration 15Q: 3 clusters Score -5358345 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -5357908.000000 Penalty: 1033.361084
	Iteration 16Q: 3 clusters Score -5357908 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -5357382.500000 Penalty: 1033.361084
	Iteration 17Q: 3 clusters Score -5357382 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5356884.000000 Penalty: 1033.361084
	Iteration 18Q: 3 clusters Score -5356884 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5356295.000000 Penalty: 1033.361084
	Iteration 19Q: 3 clusters Score -5356295 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5355742.500000 Penalty: 1033.361084
	Iteration 20F: 3 clusters Score -5355742 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5355235.500000 Penalty: 1033.361084
	Iteration 21Q: 3 clusters Score -5355236 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5354786.500000 Penalty: 1033.361084
	Iteration 22Q: 3 clusters Score -5354786 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5354434.500000 Penalty: 1033.361084
	Iteration 23Q: 3 clusters Score -5354434 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5354201.500000 Penalty: 1033.361084
	Iteration 24Q: 3 clusters Score -5354202 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5353971.000000 Penalty: 1033.361084
	Iteration 25Q: 3 clusters Score -5353971 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5353742.000000 Penalty: 1033.361084
	Iteration 26Q: 3 clusters Score -5353742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5353568.000000 Penalty: 1033.361084
	Iteration 27Q: 3 clusters Score -5353568 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5353413.500000 Penalty: 1033.361084
	Iteration 28Q: 3 clusters Score -5353414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5353202.500000 Penalty: 1033.361084
	Iteration 29Q: 3 clusters Score -5353202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5353046.500000 Penalty: 1033.361084
	Iteration 30Q: 3 clusters Score -5353046 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5352928.000000 Penalty: 1033.361084
	Iteration 31Q: 3 clusters Score -5352928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5352781.000000 Penalty: 1033.361084
	Iteration 32Q: 3 clusters Score -5352781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5352716.000000 Penalty: 1033.361084
	Iteration 33Q: 3 clusters Score -5352716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5352640.500000 Penalty: 1033.361084
	Iteration 34Q: 3 clusters Score -5352640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5352602.000000 Penalty: 1033.361084
	Iteration 35Q: 3 clusters Score -5352602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83117 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5352535.500000 Penalty: 1033.361084
	Iteration 36Q: 3 clusters Score -5352536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5352485.000000 Penalty: 1033.361084
	Iteration 37Q: 3 clusters Score -5352485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5352460.500000 Penalty: 1033.361084
	Iteration 38Q: 3 clusters Score -5352460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5352411.500000 Penalty: 1033.361084
	Iteration 39Q: 3 clusters Score -5352412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5352390.500000 Penalty: 1033.361084
	Iteration 40F: 3 clusters Score -5352390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5352376.000000 Penalty: 1033.361084
	Iteration 41Q: 3 clusters Score -5352376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5352327.500000 Penalty: 1033.361084
	Iteration 42Q: 3 clusters Score -5352328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5352310.000000 Penalty: 1033.361084
	Iteration 43Q: 3 clusters Score -5352310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5352311.500000 Penalty: 1033.361084
	Iteration 44Q: 3 clusters Score -5352312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5352299.500000 Penalty: 1033.361084
	Iteration 45Q: 3 clusters Score -5352300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5352300.000000 Penalty: 1033.361084
	Iteration 46Q: 3 clusters Score -5352300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5352300.000000 Penalty: 1033.361084
	Iteration 47F: 3 clusters Score -5352300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 60279 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 41540 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 67625 members 
Mstep: Class 12 contains 83361 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 15 contains 27881 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 2083 members 
Entering Unmasked Estep 
Score: -42129220.000000 Penalty: 11631.117188
Splitting cluster 12 changes total score from -42083712.000000 to -42129220.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 13 (36863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Entering Unmasked Estep 
Score: -2380233.500000 Penalty: 478.430817
	Iteration 0F: 2 clusters Score -2380234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2355581.250000 Penalty: 956.861633
	Iteration 0F: 3 clusters Score -2355581 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2366619.750000 Penalty: 956.861633
	Iteration 1F: 3 clusters Score -2366620 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2367289.750000 Penalty: 956.861633
	Iteration 2Q: 3 clusters Score -2367290 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2368108.500000 Penalty: 956.861633
	Iteration 3Q: 3 clusters Score -2368108 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2369234.250000 Penalty: 956.861633
	Iteration 4F: 3 clusters Score -2369234 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2370845.000000 Penalty: 956.861633
	Iteration 5F: 3 clusters Score -2370845 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -2372927.750000 Penalty: 956.861633
	Iteration 6F: 3 clusters Score -2372928 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -2374737.500000 Penalty: 956.861633
	Iteration 7F: 3 clusters Score -2374738 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2375727.750000 Penalty: 956.861633
	Iteration 8Q: 3 clusters Score -2375728 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2376307.250000 Penalty: 956.861633
	Iteration 9Q: 3 clusters Score -2376307 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -2376641.250000 Penalty: 956.861633
	Iteration 10Q: 3 clusters Score -2376641 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -2376902.000000 Penalty: 956.861633
	Iteration 11Q: 3 clusters Score -2376902 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -2377140.500000 Penalty: 956.861633
	Iteration 12Q: 3 clusters Score -2377140 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -2377373.000000 Penalty: 956.861633
	Iteration 13Q: 3 clusters Score -2377373 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2377587.250000 Penalty: 956.861633
	Iteration 14Q: 3 clusters Score -2377587 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -2377802.750000 Penalty: 956.861633
	Iteration 15Q: 3 clusters Score -2377803 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -2378024.250000 Penalty: 956.861633
	Iteration 16Q: 3 clusters Score -2378024 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -2378214.500000 Penalty: 956.861633
	Iteration 17Q: 3 clusters Score -2378214 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -2378384.000000 Penalty: 956.861633
	Iteration 18Q: 3 clusters Score -2378384 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -2378525.500000 Penalty: 956.861633
	Iteration 19Q: 3 clusters Score -2378526 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -2378654.250000 Penalty: 956.861633
	Iteration 20F: 3 clusters Score -2378654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -2378776.750000 Penalty: 956.861633
	Iteration 21Q: 3 clusters Score -2378777 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -2378902.250000 Penalty: 956.861633
	Iteration 22Q: 3 clusters Score -2378902 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -2379005.750000 Penalty: 956.861633
	Iteration 23Q: 3 clusters Score -2379006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -2379077.000000 Penalty: 956.861633
	Iteration 24Q: 3 clusters Score -2379077 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -2379160.250000 Penalty: 956.861633
	Iteration 25Q: 3 clusters Score -2379160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -2379241.250000 Penalty: 956.861633
	Iteration 26Q: 3 clusters Score -2379241 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -2379304.250000 Penalty: 956.861633
	Iteration 27Q: 3 clusters Score -2379304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -2379368.250000 Penalty: 956.861633
	Iteration 28Q: 3 clusters Score -2379368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -2379423.250000 Penalty: 956.861633
	Iteration 29Q: 3 clusters Score -2379423 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -2379471.000000 Penalty: 956.861633
	Iteration 30Q: 3 clusters Score -2379471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -2379503.000000 Penalty: 956.861633
	Iteration 31Q: 3 clusters Score -2379503 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -2379536.000000 Penalty: 956.861633
	Iteration 32Q: 3 clusters Score -2379536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -2379562.750000 Penalty: 956.861633
	Iteration 33Q: 3 clusters Score -2379563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2379577.250000 Penalty: 956.861633
	Iteration 34Q: 3 clusters Score -2379577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -2379600.500000 Penalty: 956.861633
	Iteration 35Q: 3 clusters Score -2379600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -2379608.250000 Penalty: 956.861633
	Iteration 36Q: 3 clusters Score -2379608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -2379623.750000 Penalty: 956.861633
	Iteration 37Q: 3 clusters Score -2379624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -2379639.750000 Penalty: 956.861633
	Iteration 38Q: 3 clusters Score -2379640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -2379648.000000 Penalty: 956.861633
	Iteration 39Q: 3 clusters Score -2379648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -2379652.750000 Penalty: 956.861633
	Iteration 40F: 3 clusters Score -2379653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -2379666.250000 Penalty: 956.861633
	Iteration 41Q: 3 clusters Score -2379666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -2379679.250000 Penalty: 956.861633
	Iteration 42Q: 3 clusters Score -2379679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -2379690.250000 Penalty: 956.861633
	Iteration 43Q: 3 clusters Score -2379690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -2379700.250000 Penalty: 956.861633
	Iteration 44Q: 3 clusters Score -2379700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -2379706.250000 Penalty: 956.861633
	Iteration 45Q: 3 clusters Score -2379706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -2379704.750000 Penalty: 956.861633
	Iteration 46Q: 3 clusters Score -2379705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -2379707.500000 Penalty: 956.861633
	Iteration 47Q: 3 clusters Score -2379708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -2379713.000000 Penalty: 956.861633
	Iteration 48Q: 3 clusters Score -2379713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -2379716.750000 Penalty: 956.861633
	Iteration 49Q: 3 clusters Score -2379717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -2379728.000000 Penalty: 956.861633
	Iteration 50Q: 3 clusters Score -2379728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -2379733.250000 Penalty: 956.861633
	Iteration 51Q: 3 clusters Score -2379733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -2379738.750000 Penalty: 956.861633
	Iteration 52Q: 3 clusters Score -2379739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -2379741.500000 Penalty: 956.861633
	Iteration 53Q: 3 clusters Score -2379742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -2379743.500000 Penalty: 956.861633
	Iteration 54Q: 3 clusters Score -2379744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -2379746.000000 Penalty: 956.861633
	Iteration 55Q: 3 clusters Score -2379746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2379751.000000 Penalty: 956.861633
	Iteration 56Q: 3 clusters Score -2379751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -2379756.500000 Penalty: 956.861633
	Iteration 57Q: 3 clusters Score -2379756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -2379763.250000 Penalty: 956.861633
	Iteration 58Q: 3 clusters Score -2379763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -2379765.750000 Penalty: 956.861633
	Iteration 59Q: 3 clusters Score -2379766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -2379766.750000 Penalty: 956.861633
	Iteration 60F: 3 clusters Score -2379767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -2379775.000000 Penalty: 956.861633
	Iteration 61Q: 3 clusters Score -2379775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -2379782.750000 Penalty: 956.861633
	Iteration 62Q: 3 clusters Score -2379783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -2379786.250000 Penalty: 956.861633
	Iteration 63Q: 3 clusters Score -2379786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -2379790.750000 Penalty: 956.861633
	Iteration 64Q: 3 clusters Score -2379791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -2379792.750000 Penalty: 956.861633
	Iteration 65Q: 3 clusters Score -2379793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -2379804.750000 Penalty: 956.861633
	Iteration 66Q: 3 clusters Score -2379805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -2379815.250000 Penalty: 956.861633
	Iteration 67Q: 3 clusters Score -2379815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -2379823.500000 Penalty: 956.861633
	Iteration 68Q: 3 clusters Score -2379824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -2379832.000000 Penalty: 956.861633
	Iteration 69Q: 3 clusters Score -2379832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -2379834.750000 Penalty: 956.861633
	Iteration 70Q: 3 clusters Score -2379835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -2379836.750000 Penalty: 956.861633
	Iteration 71Q: 3 clusters Score -2379837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -2379838.750000 Penalty: 956.861633
	Iteration 72Q: 3 clusters Score -2379839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -2379840.750000 Penalty: 956.861633
	Iteration 73Q: 3 clusters Score -2379841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -2379841.750000 Penalty: 956.861633
	Iteration 74Q: 3 clusters Score -2379842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -2379843.000000 Penalty: 956.861633
	Iteration 75Q: 3 clusters Score -2379843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -2379844.500000 Penalty: 956.861633
	Iteration 76Q: 3 clusters Score -2379844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -2379842.500000 Penalty: 956.861633
	Iteration 77Q: 3 clusters Score -2379842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -2379842.250000 Penalty: 956.861633
	Iteration 78Q: 3 clusters Score -2379842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -2379844.500000 Penalty: 956.861633
	Iteration 79Q: 3 clusters Score -2379844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -2379844.500000 Penalty: 956.861633
	Iteration 80F: 3 clusters Score -2379844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (89216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Entering Unmasked Estep 
Score: -5378070.000000 Penalty: 518.646118
	Iteration 0F: 2 clusters Score -5378070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5325938.000000 Penalty: 1037.292236
	Iteration 0F: 3 clusters Score -5325938 nChanged 43734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -5353690.000000 Penalty: 1037.292236
	Iteration 1F: 3 clusters Score -5353690 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5355853.500000 Penalty: 1037.292236
	Iteration 2F: 3 clusters Score -5355854 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5358766.500000 Penalty: 1037.292236
	Iteration 3F: 3 clusters Score -5358766 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5362400.000000 Penalty: 1037.292236
	Iteration 4F: 3 clusters Score -5362400 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5366379.000000 Penalty: 1037.292236
	Iteration 5F: 3 clusters Score -5366379 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5369938.500000 Penalty: 1037.292236
	Iteration 6F: 3 clusters Score -5369938 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -5372195.500000 Penalty: 1037.292236
	Iteration 7Q: 3 clusters Score -5372196 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -5373302.500000 Penalty: 1037.292236
	Iteration 8Q: 3 clusters Score -5373302 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -5374128.000000 Penalty: 1037.292236
	Iteration 9Q: 3 clusters Score -5374128 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -5374774.500000 Penalty: 1037.292236
	Iteration 10Q: 3 clusters Score -5374774 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -5375398.000000 Penalty: 1037.292236
	Iteration 11Q: 3 clusters Score -5375398 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -5375887.000000 Penalty: 1037.292236
	Iteration 12Q: 3 clusters Score -5375887 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5376266.500000 Penalty: 1037.292236
	Iteration 13Q: 3 clusters Score -5376266 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5376520.500000 Penalty: 1037.292236
	Iteration 14Q: 3 clusters Score -5376520 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -5376737.000000 Penalty: 1037.292236
	Iteration 15Q: 3 clusters Score -5376737 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -5376879.000000 Penalty: 1037.292236
	Iteration 16Q: 3 clusters Score -5376879 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5376885.000000 Penalty: 1037.292236
	Iteration 17Q: 3 clusters Score -5376885 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -5376889.500000 Penalty: 1037.292236
	Iteration 18Q: 3 clusters Score -5376890 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -5376842.500000 Penalty: 1037.292236
	Iteration 19Q: 3 clusters Score -5376842 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -5376843.500000 Penalty: 1037.292236
	Iteration 20F: 3 clusters Score -5376844 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -5376808.500000 Penalty: 1037.292236
	Iteration 21Q: 3 clusters Score -5376808 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -5376808.500000 Penalty: 1037.292236
	Iteration 22Q: 3 clusters Score -5376808 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -5376800.000000 Penalty: 1037.292236
	Iteration 23Q: 3 clusters Score -5376800 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -5376796.000000 Penalty: 1037.292236
	Iteration 24Q: 3 clusters Score -5376796 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -5376783.500000 Penalty: 1037.292236
	Iteration 25Q: 3 clusters Score -5376784 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -5376775.500000 Penalty: 1037.292236
	Iteration 26Q: 3 clusters Score -5376776 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5376781.500000 Penalty: 1037.292236
	Iteration 27Q: 3 clusters Score -5376782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5376769.500000 Penalty: 1037.292236
	Iteration 28Q: 3 clusters Score -5376770 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -5376751.500000 Penalty: 1037.292236
	Iteration 29Q: 3 clusters Score -5376752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -5376760.500000 Penalty: 1037.292236
	Iteration 30Q: 3 clusters Score -5376760 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5376746.000000 Penalty: 1037.292236
	Iteration 31Q: 3 clusters Score -5376746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -5376771.000000 Penalty: 1037.292236
	Iteration 32Q: 3 clusters Score -5376771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5376768.000000 Penalty: 1037.292236
	Iteration 33Q: 3 clusters Score -5376768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -5376792.500000 Penalty: 1037.292236
	Iteration 34Q: 3 clusters Score -5376792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5376784.500000 Penalty: 1037.292236
	Iteration 35Q: 3 clusters Score -5376784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -5376790.000000 Penalty: 1037.292236
	Iteration 36Q: 3 clusters Score -5376790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5376788.000000 Penalty: 1037.292236
	Iteration 37Q: 3 clusters Score -5376788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -5376776.000000 Penalty: 1037.292236
	Iteration 38Q: 3 clusters Score -5376776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -5376773.000000 Penalty: 1037.292236
	Iteration 39Q: 3 clusters Score -5376773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5376773.500000 Penalty: 1037.292236
	Iteration 40F: 3 clusters Score -5376774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5376785.500000 Penalty: 1037.292236
	Iteration 41Q: 3 clusters Score -5376786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -5376778.500000 Penalty: 1037.292236
	Iteration 42Q: 3 clusters Score -5376778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5376803.000000 Penalty: 1037.292236
	Iteration 43Q: 3 clusters Score -5376803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5376812.500000 Penalty: 1037.292236
	Iteration 44Q: 3 clusters Score -5376812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -5376822.000000 Penalty: 1037.292236
	Iteration 45Q: 3 clusters Score -5376822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -5376805.500000 Penalty: 1037.292236
	Iteration 46Q: 3 clusters Score -5376806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5376808.500000 Penalty: 1037.292236
	Iteration 47Q: 3 clusters Score -5376808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5376811.500000 Penalty: 1037.292236
	Iteration 48Q: 3 clusters Score -5376812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -5376817.000000 Penalty: 1037.292236
	Iteration 49Q: 3 clusters Score -5376817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -5376811.500000 Penalty: 1037.292236
	Iteration 50Q: 3 clusters Score -5376812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5376818.000000 Penalty: 1037.292236
	Iteration 51Q: 3 clusters Score -5376818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -5376809.500000 Penalty: 1037.292236
	Iteration 52Q: 3 clusters Score -5376810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5376820.500000 Penalty: 1037.292236
	Iteration 53Q: 3 clusters Score -5376820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5376832.500000 Penalty: 1037.292236
	Iteration 54Q: 3 clusters Score -5376832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5376838.000000 Penalty: 1037.292236
	Iteration 55Q: 3 clusters Score -5376838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -5376842.000000 Penalty: 1037.292236
	Iteration 56Q: 3 clusters Score -5376842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5376837.000000 Penalty: 1037.292236
	Iteration 57Q: 3 clusters Score -5376837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5376840.000000 Penalty: 1037.292236
	Iteration 58Q: 3 clusters Score -5376840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -5376846.500000 Penalty: 1037.292236
	Iteration 59Q: 3 clusters Score -5376846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5376849.500000 Penalty: 1037.292236
	Iteration 60F: 3 clusters Score -5376850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -5376852.500000 Penalty: 1037.292236
	Iteration 61Q: 3 clusters Score -5376852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5376853.500000 Penalty: 1037.292236
	Iteration 62Q: 3 clusters Score -5376854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5376853.500000 Penalty: 1037.292236
	Iteration 63F: 3 clusters Score -5376854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -32150.878906 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -32150.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31747.787109 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -31747.79 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32569.595703 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -32569.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32678.289062 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -32678.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32716.097656 Penalty: 594.574768
	Iteration 3Q: 3 clusters Score -32716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32738.580078 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -32738.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32747.326172 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -32747.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32751.824219 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -32751.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32762.736328 Penalty: 594.574768
	Iteration 7F: 3 clusters Score -32762.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32778.058594 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -32778.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32784.898438 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -32784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32789.816406 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -32789.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32794.855469 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -32794.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32795.820312 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -32795.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32796.960938 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -32796.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32796.960938 Penalty: 594.574768
	Iteration 14F: 3 clusters Score -32796.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 60279 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 41540 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 67625 members 
Mstep: Class 12 contains 83361 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 15 contains 27881 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 139 members 
Entering Unmasked Estep 
Score: -42129576.000000 Penalty: 12243.281250
Splitting cluster 16 changes total score from -42083712.000000 to -42129576.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (13358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Entering Unmasked Estep 
Score: -838561.125000 Penalty: 432.244110
	Iteration 0F: 2 clusters Score -838561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -829680.062500 Penalty: 864.488220
	Iteration 0F: 3 clusters Score -829680.1 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -833885.250000 Penalty: 864.488220
	Iteration 1F: 3 clusters Score -833885.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -834672.875000 Penalty: 864.488220
	Iteration 2F: 3 clusters Score -834672.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -835565.875000 Penalty: 864.488220
	Iteration 3F: 3 clusters Score -835565.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -836383.125000 Penalty: 864.488220
	Iteration 4F: 3 clusters Score -836383.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -836942.750000 Penalty: 864.488220
	Iteration 5F: 3 clusters Score -836942.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -837244.250000 Penalty: 864.488220
	Iteration 6Q: 3 clusters Score -837244.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -837402.437500 Penalty: 864.488220
	Iteration 7Q: 3 clusters Score -837402.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -837522.187500 Penalty: 864.488220
	Iteration 8Q: 3 clusters Score -837522.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -837627.562500 Penalty: 864.488220
	Iteration 9Q: 3 clusters Score -837627.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -837718.625000 Penalty: 864.488220
	Iteration 10Q: 3 clusters Score -837718.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -837824.500000 Penalty: 864.488220
	Iteration 11Q: 3 clusters Score -837824.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -837929.250000 Penalty: 864.488220
	Iteration 12Q: 3 clusters Score -837929.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -838045.437500 Penalty: 864.488220
	Iteration 13Q: 3 clusters Score -838045.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -838130.875000 Penalty: 864.488220
	Iteration 14Q: 3 clusters Score -838130.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -838182.625000 Penalty: 864.488220
	Iteration 15Q: 3 clusters Score -838182.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -838230.437500 Penalty: 864.488220
	Iteration 16Q: 3 clusters Score -838230.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -838272.750000 Penalty: 864.488220
	Iteration 17Q: 3 clusters Score -838272.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -838299.125000 Penalty: 864.488220
	Iteration 18Q: 3 clusters Score -838299.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -838319.437500 Penalty: 864.488220
	Iteration 19Q: 3 clusters Score -838319.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -838338.625000 Penalty: 864.488220
	Iteration 20F: 3 clusters Score -838338.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -838359.000000 Penalty: 864.488220
	Iteration 21Q: 3 clusters Score -838359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -838370.625000 Penalty: 864.488220
	Iteration 22Q: 3 clusters Score -838370.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -838379.750000 Penalty: 864.488220
	Iteration 23Q: 3 clusters Score -838379.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -838386.125000 Penalty: 864.488220
	Iteration 24Q: 3 clusters Score -838386.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -838391.125000 Penalty: 864.488220
	Iteration 25Q: 3 clusters Score -838391.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -838396.687500 Penalty: 864.488220
	Iteration 26Q: 3 clusters Score -838396.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -838403.625000 Penalty: 864.488220
	Iteration 27Q: 3 clusters Score -838403.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -838406.062500 Penalty: 864.488220
	Iteration 28Q: 3 clusters Score -838406.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -838409.812500 Penalty: 864.488220
	Iteration 29Q: 3 clusters Score -838409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -838409.875000 Penalty: 864.488220
	Iteration 30Q: 3 clusters Score -838409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -838411.125000 Penalty: 864.488220
	Iteration 31Q: 3 clusters Score -838411.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -838413.687500 Penalty: 864.488220
	Iteration 32Q: 3 clusters Score -838413.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -838414.750000 Penalty: 864.488220
	Iteration 33Q: 3 clusters Score -838414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -838415.937500 Penalty: 864.488220
	Iteration 34Q: 3 clusters Score -838415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -838418.750000 Penalty: 864.488220
	Iteration 35Q: 3 clusters Score -838418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -838417.187500 Penalty: 864.488220
	Iteration 36Q: 3 clusters Score -838417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -838419.312500 Penalty: 864.488220
	Iteration 37Q: 3 clusters Score -838419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -838420.437500 Penalty: 864.488220
	Iteration 38Q: 3 clusters Score -838420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -838420.375000 Penalty: 864.488220
	Iteration 39Q: 3 clusters Score -838420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -838420.562500 Penalty: 864.488220
	Iteration 40F: 3 clusters Score -838420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -838421.500000 Penalty: 864.488220
	Iteration 41Q: 3 clusters Score -838421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -838422.937500 Penalty: 864.488220
	Iteration 42Q: 3 clusters Score -838422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -838423.562500 Penalty: 864.488220
	Iteration 43Q: 3 clusters Score -838423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -838422.937500 Penalty: 864.488220
	Iteration 44Q: 3 clusters Score -838422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -838422.687500 Penalty: 864.488220
	Iteration 45Q: 3 clusters Score -838422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -838423.750000 Penalty: 864.488220
	Iteration 46Q: 3 clusters Score -838423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -838423.750000 Penalty: 864.488220
	Iteration 47Q: 3 clusters Score -838423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -838423.375000 Penalty: 864.488220
	Iteration 48Q: 3 clusters Score -838423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -838423.375000 Penalty: 864.488220
	Iteration 49F: 3 clusters Score -838423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -83017.875000 Penalty: 334.390015
	Iteration 0F: 2 clusters Score -83017.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -81887.070312 Penalty: 668.780029
	Iteration 0F: 3 clusters Score -81887.07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -82330.062500 Penalty: 668.780029
	Iteration 1F: 3 clusters Score -82330.06 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -82412.390625 Penalty: 668.780029
	Iteration 2F: 3 clusters Score -82412.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -82477.453125 Penalty: 668.780029
	Iteration 3F: 3 clusters Score -82477.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -82527.679688 Penalty: 668.780029
	Iteration 4Q: 3 clusters Score -82527.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82570.710938 Penalty: 668.780029
	Iteration 5Q: 3 clusters Score -82570.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -82636.148438 Penalty: 668.780029
	Iteration 6Q: 3 clusters Score -82636.15 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -82728.328125 Penalty: 668.780029
	Iteration 7F: 3 clusters Score -82728.33 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -82865.140625 Penalty: 668.780029
	Iteration 8F: 3 clusters Score -82865.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -82993.507812 Penalty: 668.780029
	Iteration 9F: 3 clusters Score -82993.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -83070.968750 Penalty: 668.780029
	Iteration 10Q: 3 clusters Score -83070.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -83120.515625 Penalty: 668.780029
	Iteration 11Q: 3 clusters Score -83120.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -83180.359375 Penalty: 668.780029
	Iteration 12Q: 3 clusters Score -83180.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -83210.804688 Penalty: 668.780029
	Iteration 13Q: 3 clusters Score -83210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -83228.421875 Penalty: 668.780029
	Iteration 14Q: 3 clusters Score -83228.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -83243.054688 Penalty: 668.780029
	Iteration 15Q: 3 clusters Score -83243.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -83248.671875 Penalty: 668.780029
	Iteration 16Q: 3 clusters Score -83248.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -83250.750000 Penalty: 668.780029
	Iteration 17Q: 3 clusters Score -83250.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -83256.320312 Penalty: 668.780029
	Iteration 18Q: 3 clusters Score -83256.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -83264.109375 Penalty: 668.780029
	Iteration 19Q: 3 clusters Score -83264.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83270.875000 Penalty: 668.780029
	Iteration 20F: 3 clusters Score -83270.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83280.414062 Penalty: 668.780029
	Iteration 21Q: 3 clusters Score -83280.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -83286.484375 Penalty: 668.780029
	Iteration 22Q: 3 clusters Score -83286.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83295.000000 Penalty: 668.780029
	Iteration 23Q: 3 clusters Score -83295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83304.039062 Penalty: 668.780029
	Iteration 24Q: 3 clusters Score -83304.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -83310.828125 Penalty: 668.780029
	Iteration 25Q: 3 clusters Score -83310.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -83314.695312 Penalty: 668.780029
	Iteration 26Q: 3 clusters Score -83314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -83318.039062 Penalty: 668.780029
	Iteration 27Q: 3 clusters Score -83318.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -83318.898438 Penalty: 668.780029
	Iteration 28Q: 3 clusters Score -83318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83319.109375 Penalty: 668.780029
	Iteration 29Q: 3 clusters Score -83319.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83319.109375 Penalty: 668.780029
	Iteration 30F: 3 clusters Score -83319.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 60279 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 41540 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 67625 members 
Mstep: Class 12 contains 83361 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 15 contains 27881 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 139 members 
Mstep: Class 21 contains 585 members 
Entering Unmasked Estep 
Score: -42129692.000000 Penalty: 12855.445312
Splitting cluster 18 changes total score from -42083712.000000 to -42129692.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 3 contains 60279 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 41540 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 67625 members 
Mstep: Class 12 contains 83361 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141528.000000 Penalty: 12855.445312
Iteration 39Q: 22 clusters Score -4.214153e+07 nChanged 28643
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 59045 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 94120 members 
Mstep: Class 6 contains 47234 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 41615 members 
Mstep: Class 9 contains 69323 members 
Mstep: Class 10 contains 21741 members 
Mstep: Class 11 contains 73773 members 
Mstep: Class 12 contains 84203 members 
Mstep: Class 13 contains 36962 members 
Mstep: Class 14 contains 88622 members 
Mstep: Class 15 contains 27271 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 14083 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156812.000000 Penalty: 12855.445312
Iteration 40F: 22 clusters Score -4.215681e+07 nChanged 21590
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 57219 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 88414 members 
Mstep: Class 6 contains 45674 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 41541 members 
Mstep: Class 9 contains 72986 members 
Mstep: Class 10 contains 21503 members 
Mstep: Class 11 contains 77106 members 
Mstep: Class 12 contains 83278 members 
Mstep: Class 13 contains 36466 members 
Mstep: Class 14 contains 87522 members 
Mstep: Class 15 contains 28228 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 14586 members 
Mstep: Class 18 contains 1053 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166940.000000 Penalty: 12855.445312
Iteration 41Q: 22 clusters Score -4.216694e+07 nChanged 17046
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 1976 members 
Mstep: Class 3 contains 55096 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 84803 members 
Mstep: Class 6 contains 44693 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 41460 members 
Mstep: Class 9 contains 76603 members 
Mstep: Class 10 contains 21265 members 
Mstep: Class 11 contains 79068 members 
Mstep: Class 12 contains 81523 members 
Mstep: Class 13 contains 36186 members 
Mstep: Class 14 contains 86471 members 
Mstep: Class 15 contains 28832 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 14897 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174596.000000 Penalty: 12855.445312
Iteration 42Q: 22 clusters Score -4.21746e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 52917 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 82088 members 
Mstep: Class 6 contains 44007 members 
Mstep: Class 7 contains 3721 members 
Mstep: Class 8 contains 41265 members 
Mstep: Class 9 contains 80079 members 
Mstep: Class 10 contains 20979 members 
Mstep: Class 11 contains 80738 members 
Mstep: Class 12 contains 79237 members 
Mstep: Class 13 contains 35969 members 
Mstep: Class 14 contains 85804 members 
Mstep: Class 15 contains 29245 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 14977 members 
Mstep: Class 18 contains 1140 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178328.000000 Penalty: 12855.445312
Iteration 43Q: 22 clusters Score -4.217833e+07 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 50938 members 
Mstep: Class 4 contains 839 members 
Mstep: Class 5 contains 80091 members 
Mstep: Class 6 contains 43563 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 41200 members 
Mstep: Class 9 contains 82857 members 
Mstep: Class 10 contains 20603 members 
Mstep: Class 11 contains 82044 members 
Mstep: Class 12 contains 77284 members 
Mstep: Class 13 contains 35702 members 
Mstep: Class 14 contains 85271 members 
Mstep: Class 15 contains 29593 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 14984 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180296.000000 Penalty: 12855.445312
Iteration 44Q: 22 clusters Score -4.21803e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 49022 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 79011 members 
Mstep: Class 6 contains 43308 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 41131 members 
Mstep: Class 9 contains 84789 members 
Mstep: Class 10 contains 20192 members 
Mstep: Class 11 contains 82774 members 
Mstep: Class 12 contains 76172 members 
Mstep: Class 13 contains 35445 members 
Mstep: Class 14 contains 84722 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 14913 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180828.000000 Penalty: 12855.445312
Iteration 45Q: 22 clusters Score -4.218083e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 46963 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 78546 members 
Mstep: Class 6 contains 43212 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 86116 members 
Mstep: Class 10 contains 19738 members 
Mstep: Class 11 contains 82965 members 
Mstep: Class 12 contains 75792 members 
Mstep: Class 13 contains 35160 members 
Mstep: Class 14 contains 84287 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 14834 members 
Mstep: Class 18 contains 1303 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181676.000000 Penalty: 12855.445312
Iteration 46Q: 22 clusters Score -4.218168e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 44902 members 
Mstep: Class 4 contains 820 members 
Mstep: Class 5 contains 78518 members 
Mstep: Class 6 contains 43186 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 41137 members 
Mstep: Class 9 contains 86980 members 
Mstep: Class 10 contains 19261 members 
Mstep: Class 11 contains 82759 members 
Mstep: Class 12 contains 75829 members 
Mstep: Class 13 contains 34855 members 
Mstep: Class 14 contains 84049 members 
Mstep: Class 15 contains 30675 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 14753 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182420.000000 Penalty: 12855.445312
Iteration 47Q: 22 clusters Score -4.218242e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 42889 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 78698 members 
Mstep: Class 6 contains 43205 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 41251 members 
Mstep: Class 9 contains 87452 members 
Mstep: Class 10 contains 18736 members 
Mstep: Class 11 contains 82483 members 
Mstep: Class 12 contains 75894 members 
Mstep: Class 13 contains 34487 members 
Mstep: Class 14 contains 84134 members 
Mstep: Class 15 contains 31006 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183244.000000 Penalty: 12855.445312
Iteration 48Q: 22 clusters Score -4.218324e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 40877 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 78999 members 
Mstep: Class 6 contains 43223 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 41427 members 
Mstep: Class 9 contains 87607 members 
Mstep: Class 10 contains 18181 members 
Mstep: Class 11 contains 82188 members 
Mstep: Class 12 contains 76036 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 84380 members 
Mstep: Class 15 contains 31305 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 14531 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183656.000000 Penalty: 12855.445312
Iteration 49Q: 22 clusters Score -4.218366e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 39212 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 79292 members 
Mstep: Class 6 contains 43240 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 87460 members 
Mstep: Class 10 contains 17584 members 
Mstep: Class 11 contains 81915 members 
Mstep: Class 12 contains 76123 members 
Mstep: Class 13 contains 33830 members 
Mstep: Class 14 contains 84677 members 
Mstep: Class 15 contains 31590 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1041 members 
Entering Unmasked Estep 
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Score: -42184040.000000 Penalty: 12855.445312
Iteration 50Q: 22 clusters Score -4.218404e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 37669 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 79627 members 
Mstep: Class 6 contains 43243 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 41835 members 
Mstep: Class 9 contains 87181 members 
Mstep: Class 10 contains 16992 members 
Mstep: Class 11 contains 81668 members 
Mstep: Class 12 contains 76280 members 
Mstep: Class 13 contains 33573 members 
Mstep: Class 14 contains 84926 members 
Mstep: Class 15 contains 31840 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 14323 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184444.000000 Penalty: 12855.445312
Iteration 51Q: 22 clusters Score -4.218444e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 36417 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 79980 members 
Mstep: Class 6 contains 43238 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 41977 members 
Mstep: Class 9 contains 86783 members 
Mstep: Class 10 contains 16451 members 
Mstep: Class 11 contains 81536 members 
Mstep: Class 12 contains 76390 members 
Mstep: Class 13 contains 33378 members 
Mstep: Class 14 contains 85205 members 
Mstep: Class 15 contains 32040 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184736.000000 Penalty: 12855.445312
Iteration 52Q: 22 clusters Score -4.218474e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 35351 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 80161 members 
Mstep: Class 6 contains 43244 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 42129 members 
Mstep: Class 9 contains 86346 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 81446 members 
Mstep: Class 12 contains 76464 members 
Mstep: Class 13 contains 33208 members 
Mstep: Class 14 contains 85486 members 
Mstep: Class 15 contains 32215 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 14175 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185132.000000 Penalty: 12855.445312
Iteration 53Q: 22 clusters Score -4.218513e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 34397 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 80292 members 
Mstep: Class 6 contains 43245 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 42237 members 
Mstep: Class 9 contains 85921 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 81388 members 
Mstep: Class 12 contains 76552 members 
Mstep: Class 13 contains 33066 members 
Mstep: Class 14 contains 85700 members 
Mstep: Class 15 contains 32369 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 14141 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185012.000000 Penalty: 12855.445312
Iteration 54Q: 22 clusters Score -4.218501e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 33385 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 80395 members 
Mstep: Class 6 contains 43236 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 42318 members 
Mstep: Class 9 contains 85563 members 
Mstep: Class 10 contains 14921 members 
Mstep: Class 11 contains 81309 members 
Mstep: Class 12 contains 76719 members 
Mstep: Class 13 contains 32978 members 
Mstep: Class 14 contains 85895 members 
Mstep: Class 15 contains 32499 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 14119 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1113 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -4.218511e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 32508 members 
Mstep: Class 4 contains 792 members 
Mstep: Class 5 contains 80447 members 
Mstep: Class 6 contains 43220 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 42401 members 
Mstep: Class 9 contains 85274 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 81278 members 
Mstep: Class 12 contains 76764 members 
Mstep: Class 13 contains 32873 members 
Mstep: Class 14 contains 86130 members 
Mstep: Class 15 contains 32601 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 14076 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185332.000000 Penalty: 12855.445312
Iteration 56Q: 22 clusters Score -4.218533e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 31686 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 80482 members 
Mstep: Class 6 contains 43214 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 42465 members 
Mstep: Class 9 contains 85018 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 81257 members 
Mstep: Class 12 contains 76742 members 
Mstep: Class 13 contains 32805 members 
Mstep: Class 14 contains 86380 members 
Mstep: Class 15 contains 32719 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 14019 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185200.000000 Penalty: 12855.445312
Iteration 57Q: 22 clusters Score -4.21852e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 30977 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 80600 members 
Mstep: Class 6 contains 43207 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 42518 members 
Mstep: Class 9 contains 84771 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 81221 members 
Mstep: Class 12 contains 76720 members 
Mstep: Class 13 contains 32725 members 
Mstep: Class 14 contains 86543 members 
Mstep: Class 15 contains 32824 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 14021 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185436.000000 Penalty: 12855.445312
Iteration 58Q: 22 clusters Score -4.218544e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 3519 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 80753 members 
Mstep: Class 6 contains 43229 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42580 members 
Mstep: Class 9 contains 84542 members 
Mstep: Class 10 contains 12761 members 
Mstep: Class 11 contains 81151 members 
Mstep: Class 12 contains 76625 members 
Mstep: Class 13 contains 32640 members 
Mstep: Class 14 contains 86651 members 
Mstep: Class 15 contains 32916 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 14027 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 22 clusters Score -4.218577e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 29708 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 80881 members 
Mstep: Class 6 contains 43235 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 42627 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 12255 members 
Mstep: Class 11 contains 81059 members 
Mstep: Class 12 contains 76534 members 
Mstep: Class 13 contains 32580 members 
Mstep: Class 14 contains 86767 members 
Mstep: Class 15 contains 32997 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 14039 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186692.000000 Penalty: 12855.445312
Iteration 60F: 22 clusters Score -4.218669e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 28864 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 80805 members 
Mstep: Class 6 contains 43236 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 42658 members 
Mstep: Class 9 contains 84283 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 80951 members 
Mstep: Class 12 contains 76476 members 
Mstep: Class 13 contains 32520 members 
Mstep: Class 14 contains 86560 members 
Mstep: Class 15 contains 33061 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 14082 members 
Mstep: Class 18 contains 1685 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187616.000000 Penalty: 12855.445312
Iteration 61Q: 22 clusters Score -4.218762e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 3656 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 80607 members 
Mstep: Class 6 contains 43258 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 42682 members 
Mstep: Class 9 contains 84197 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 80890 members 
Mstep: Class 12 contains 76315 members 
Mstep: Class 13 contains 32465 members 
Mstep: Class 14 contains 86417 members 
Mstep: Class 15 contains 33106 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 14132 members 
Mstep: Class 18 contains 1690 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188608.000000 Penalty: 12855.445312
Iteration 62Q: 22 clusters Score -4.218861e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 27039 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 80337 members 
Mstep: Class 6 contains 43269 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 42678 members 
Mstep: Class 9 contains 84138 members 
Mstep: Class 10 contains 10960 members 
Mstep: Class 11 contains 80855 members 
Mstep: Class 12 contains 76217 members 
Mstep: Class 13 contains 32420 members 
Mstep: Class 14 contains 86279 members 
Mstep: Class 15 contains 33135 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 14204 members 
Mstep: Class 18 contains 1702 members 
Mstep: Class 19 contains 3004 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 22 clusters Score -4.218948e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 26154 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 80065 members 
Mstep: Class 6 contains 43272 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 42689 members 
Mstep: Class 9 contains 84060 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 80824 members 
Mstep: Class 12 contains 76136 members 
Mstep: Class 13 contains 32384 members 
Mstep: Class 14 contains 86123 members 
Mstep: Class 15 contains 33166 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 14283 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1218 members 
Entering Unmasked Estep 
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Score: -42190340.000000 Penalty: 12855.445312
Iteration 64Q: 22 clusters Score -4.219034e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 3770 members 
Mstep: Class 3 contains 25164 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 79846 members 
Mstep: Class 6 contains 43275 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 42683 members 
Mstep: Class 9 contains 84012 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 80772 members 
Mstep: Class 12 contains 76107 members 
Mstep: Class 13 contains 32366 members 
Mstep: Class 14 contains 85953 members 
Mstep: Class 15 contains 33205 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 14388 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 3034 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190908.000000 Penalty: 12855.445312
Iteration 65Q: 22 clusters Score -4.219091e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 24196 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 79465 members 
Mstep: Class 6 contains 43287 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 42667 members 
Mstep: Class 9 contains 83912 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 80694 members 
Mstep: Class 12 contains 76100 members 
Mstep: Class 13 contains 32341 members 
Mstep: Class 14 contains 85852 members 
Mstep: Class 15 contains 33241 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 14500 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 22 clusters Score -4.219354e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 23515 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 78110 members 
Mstep: Class 6 contains 43265 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 42654 members 
Mstep: Class 9 contains 83665 members 
Mstep: Class 10 contains 9821 members 
Mstep: Class 11 contains 80399 members 
Mstep: Class 12 contains 75681 members 
Mstep: Class 13 contains 32329 members 
Mstep: Class 14 contains 85976 members 
Mstep: Class 15 contains 33259 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 14671 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 3050 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1254 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -4.219729e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 23221 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 74937 members 
Mstep: Class 6 contains 43178 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 42671 members 
Mstep: Class 9 contains 83270 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 79893 members 
Mstep: Class 12 contains 74552 members 
Mstep: Class 13 contains 32303 members 
Mstep: Class 14 contains 86267 members 
Mstep: Class 15 contains 33238 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 14859 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 3070 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1268 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -4.219925e+07 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 23411 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 69266 members 
Mstep: Class 6 contains 43060 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 42683 members 
Mstep: Class 9 contains 82769 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 79063 members 
Mstep: Class 12 contains 73223 members 
Mstep: Class 13 contains 32262 members 
Mstep: Class 14 contains 86787 members 
Mstep: Class 15 contains 33189 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 15097 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1276 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -4.219394e+07 nChanged 24486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 23937 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 61805 members 
Mstep: Class 6 contains 42998 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 42713 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 78247 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 32220 members 
Mstep: Class 14 contains 87442 members 
Mstep: Class 15 contains 33077 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 15450 members 
Mstep: Class 18 contains 1785 members 
Mstep: Class 19 contains 3101 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1289 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -4.218215e+07 nChanged 23152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 24612 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 43091 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 42733 members 
Mstep: Class 9 contains 82859 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 11 contains 78573 members 
Mstep: Class 12 contains 74503 members 
Mstep: Class 13 contains 32185 members 
Mstep: Class 14 contains 87723 members 
Mstep: Class 15 contains 32919 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 15882 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1300 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -4.217984e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 25284 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 58492 members 
Mstep: Class 6 contains 43222 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 42737 members 
Mstep: Class 9 contains 83271 members 
Mstep: Class 10 contains 8721 members 
Mstep: Class 11 contains 79475 members 
Mstep: Class 12 contains 77150 members 
Mstep: Class 13 contains 32168 members 
Mstep: Class 14 contains 87524 members 
Mstep: Class 15 contains 32729 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 16244 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1314 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -4.218396e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 25900 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 59035 members 
Mstep: Class 6 contains 43264 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 42723 members 
Mstep: Class 9 contains 83348 members 
Mstep: Class 10 contains 8603 members 
Mstep: Class 11 contains 80276 members 
Mstep: Class 12 contains 79188 members 
Mstep: Class 13 contains 32136 members 
Mstep: Class 14 contains 87211 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1324 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -4.218602e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 59979 members 
Mstep: Class 6 contains 43259 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 42748 members 
Mstep: Class 9 contains 83189 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 80872 members 
Mstep: Class 12 contains 80271 members 
Mstep: Class 13 contains 32103 members 
Mstep: Class 14 contains 86927 members 
Mstep: Class 15 contains 32406 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 16579 members 
Mstep: Class 18 contains 1804 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1335 members 
Entering Unmasked Estep 
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Iteration 74Q: 22 clusters Score -4.218795e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 26878 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 61230 members 
Mstep: Class 6 contains 43278 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 42770 members 
Mstep: Class 9 contains 82912 members 
Mstep: Class 10 contains 8404 members 
Mstep: Class 11 contains 81145 members 
Mstep: Class 12 contains 80667 members 
Mstep: Class 13 contains 32072 members 
Mstep: Class 14 contains 86566 members 
Mstep: Class 15 contains 32310 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189340.000000 Penalty: 12855.445312
Iteration 75Q: 22 clusters Score -4.218934e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 27260 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 62775 members 
Mstep: Class 6 contains 43312 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 42799 members 
Mstep: Class 9 contains 82653 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 81205 members 
Mstep: Class 12 contains 80543 members 
Mstep: Class 13 contains 32043 members 
Mstep: Class 14 contains 86145 members 
Mstep: Class 15 contains 32248 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 16685 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190788.000000 Penalty: 12855.445312
Iteration 76Q: 22 clusters Score -4.219079e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 64641 members 
Mstep: Class 6 contains 43338 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 42824 members 
Mstep: Class 9 contains 82354 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 81150 members 
Mstep: Class 12 contains 80087 members 
Mstep: Class 13 contains 32023 members 
Mstep: Class 14 contains 85779 members 
Mstep: Class 15 contains 32225 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16704 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192652.000000 Penalty: 12855.445312
Iteration 77Q: 22 clusters Score -4.219265e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 27847 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 66786 members 
Mstep: Class 6 contains 43343 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 42843 members 
Mstep: Class 9 contains 82031 members 
Mstep: Class 10 contains 8214 members 
Mstep: Class 11 contains 80999 members 
Mstep: Class 12 contains 79530 members 
Mstep: Class 13 contains 32015 members 
Mstep: Class 14 contains 85348 members 
Mstep: Class 15 contains 32206 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16691 members 
Mstep: Class 18 contains 1811 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194432.000000 Penalty: 12855.445312
Iteration 78Q: 22 clusters Score -4.219443e+07 nChanged 5105
Entering ConstructFrom: 
Score: -42194432.000000 Penalty: 12855.445312
Entering ConstructFrom: 
Trying to split cluster 1 (81618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Entering Unmasked Estep 
Score: -5236010.000000 Penalty: 514.596130
	Iteration 0F: 2 clusters Score -5236010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5188213.000000 Penalty: 1029.192261
	Iteration 0F: 3 clusters Score -5188213 nChanged 39823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -5211743.500000 Penalty: 1029.192261
	Iteration 1F: 3 clusters Score -5211744 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -5212747.500000 Penalty: 1029.192261
	Iteration 2Q: 3 clusters Score -5212748 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -5214583.500000 Penalty: 1029.192261
	Iteration 3Q: 3 clusters Score -5214584 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -5217980.500000 Penalty: 1029.192261
	Iteration 4F: 3 clusters Score -5217980 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -5223036.000000 Penalty: 1029.192261
	Iteration 5F: 3 clusters Score -5223036 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -5228506.500000 Penalty: 1029.192261
	Iteration 6F: 3 clusters Score -5228506 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -5232943.000000 Penalty: 1029.192261
	Iteration 7F: 3 clusters Score -5232943 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -5236092.000000 Penalty: 1029.192261
	Iteration 8Q: 3 clusters Score -5236092 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -5237436.500000 Penalty: 1029.192261
	Iteration 9Q: 3 clusters Score -5237436 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -5237289.500000 Penalty: 1029.192261
	Iteration 10Q: 3 clusters Score -5237290 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -5236892.000000 Penalty: 1029.192261
	Iteration 11Q: 3 clusters Score -5236892 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -5236301.000000 Penalty: 1029.192261
	Iteration 12Q: 3 clusters Score -5236301 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -5236040.000000 Penalty: 1029.192261
	Iteration 13Q: 3 clusters Score -5236040 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -5235837.500000 Penalty: 1029.192261
	Iteration 14Q: 3 clusters Score -5235838 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -5235692.500000 Penalty: 1029.192261
	Iteration 15Q: 3 clusters Score -5235692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -5235636.000000 Penalty: 1029.192261
	Iteration 16Q: 3 clusters Score -5235636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -5235643.500000 Penalty: 1029.192261
	Iteration 17Q: 3 clusters Score -5235644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -5235606.000000 Penalty: 1029.192261
	Iteration 18Q: 3 clusters Score -5235606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -5235613.000000 Penalty: 1029.192261
	Iteration 19Q: 3 clusters Score -5235613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -5235609.000000 Penalty: 1029.192261
	Iteration 20F: 3 clusters Score -5235609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -5235613.000000 Penalty: 1029.192261
	Iteration 21Q: 3 clusters Score -5235613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -5235621.500000 Penalty: 1029.192261
	Iteration 22Q: 3 clusters Score -5235622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -5235615.500000 Penalty: 1029.192261
	Iteration 23Q: 3 clusters Score -5235616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -5235613.500000 Penalty: 1029.192261
	Iteration 24Q: 3 clusters Score -5235614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -5235611.500000 Penalty: 1029.192261
	Iteration 25Q: 3 clusters Score -5235612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -5235613.000000 Penalty: 1029.192261
	Iteration 26Q: 3 clusters Score -5235613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -5235616.500000 Penalty: 1029.192261
	Iteration 27Q: 3 clusters Score -5235616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -5235606.000000 Penalty: 1029.192261
	Iteration 28Q: 3 clusters Score -5235606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -5235614.000000 Penalty: 1029.192261
	Iteration 29Q: 3 clusters Score -5235614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -5235612.000000 Penalty: 1029.192261
	Iteration 30Q: 3 clusters Score -5235612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -5235613.500000 Penalty: 1029.192261
	Iteration 31Q: 3 clusters Score -5235614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -5235613.500000 Penalty: 1029.192261
	Iteration 32F: 3 clusters Score -5235614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Entering Unmasked Estep 
Score: -261556.796875 Penalty: 379.729004
	Iteration 0F: 2 clusters Score -261556.8 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 2080 members 
Entering Unmasked Estep 
Score: -258704.953125 Penalty: 759.458008
	Iteration 0F: 3 clusters Score -258705 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -259773.218750 Penalty: 759.458008
	Iteration 1F: 3 clusters Score -259773.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -259946.312500 Penalty: 759.458008
	Iteration 2F: 3 clusters Score -259946.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -260094.578125 Penalty: 759.458008
	Iteration 3F: 3 clusters Score -260094.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -260259.140625 Penalty: 759.458008
	Iteration 4F: 3 clusters Score -260259.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -260423.656250 Penalty: 759.458008
	Iteration 5F: 3 clusters Score -260423.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -260612.328125 Penalty: 759.458008
	Iteration 6F: 3 clusters Score -260612.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -260782.937500 Penalty: 759.458008
	Iteration 7F: 3 clusters Score -260782.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -260940.015625 Penalty: 759.458008
	Iteration 8Q: 3 clusters Score -260940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -261051.546875 Penalty: 759.458008
	Iteration 9Q: 3 clusters Score -261051.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -261128.406250 Penalty: 759.458008
	Iteration 10Q: 3 clusters Score -261128.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -261172.828125 Penalty: 759.458008
	Iteration 11Q: 3 clusters Score -261172.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -261202.625000 Penalty: 759.458008
	Iteration 12Q: 3 clusters Score -261202.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -261226.781250 Penalty: 759.458008
	Iteration 13Q: 3 clusters Score -261226.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261242.328125 Penalty: 759.458008
	Iteration 14Q: 3 clusters Score -261242.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -261259.062500 Penalty: 759.458008
	Iteration 15Q: 3 clusters Score -261259.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261269.171875 Penalty: 759.458008
	Iteration 16Q: 3 clusters Score -261269.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -261280.171875 Penalty: 759.458008
	Iteration 17Q: 3 clusters Score -261280.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -261284.156250 Penalty: 759.458008
	Iteration 18Q: 3 clusters Score -261284.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261288.890625 Penalty: 759.458008
	Iteration 19Q: 3 clusters Score -261288.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -261292.515625 Penalty: 759.458008
	Iteration 20F: 3 clusters Score -261292.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261295.125000 Penalty: 759.458008
	Iteration 21Q: 3 clusters Score -261295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -261297.312500 Penalty: 759.458008
	Iteration 22Q: 3 clusters Score -261297.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261298.437500 Penalty: 759.458008
	Iteration 23Q: 3 clusters Score -261298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261298.500000 Penalty: 759.458008
	Iteration 24Q: 3 clusters Score -261298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -261299.593750 Penalty: 759.458008
	Iteration 25Q: 3 clusters Score -261299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261299.734375 Penalty: 759.458008
	Iteration 26Q: 3 clusters Score -261299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261300.093750 Penalty: 759.458008
	Iteration 27Q: 3 clusters Score -261300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -261300.625000 Penalty: 759.458008
	Iteration 28Q: 3 clusters Score -261300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -261301.593750 Penalty: 759.458008
	Iteration 29Q: 3 clusters Score -261301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -261301.265625 Penalty: 759.458008
	Iteration 30Q: 3 clusters Score -261301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -261301.250000 Penalty: 759.458008
	Iteration 31Q: 3 clusters Score -261301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -261301.515625 Penalty: 759.458008
	Iteration 32Q: 3 clusters Score -261301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -261301.843750 Penalty: 759.458008
	Iteration 33Q: 3 clusters Score -261301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -261303.359375 Penalty: 759.458008
	Iteration 34Q: 3 clusters Score -261303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -261305.140625 Penalty: 759.458008
	Iteration 35Q: 3 clusters Score -261305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -261306.968750 Penalty: 759.458008
	Iteration 36Q: 3 clusters Score -261307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -261309.343750 Penalty: 759.458008
	Iteration 37Q: 3 clusters Score -261309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -261310.718750 Penalty: 759.458008
	Iteration 38Q: 3 clusters Score -261310.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261311.593750 Penalty: 759.458008
	Iteration 39Q: 3 clusters Score -261311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -261311.671875 Penalty: 759.458008
	Iteration 40F: 3 clusters Score -261311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -261312.093750 Penalty: 759.458008
	Iteration 41Q: 3 clusters Score -261312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -261312.093750 Penalty: 759.458008
	Iteration 42F: 3 clusters Score -261312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Entering Unmasked Estep 
Score: -1763896.500000 Penalty: 465.932800
	Iteration 0F: 2 clusters Score -1763896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1745276.625000 Penalty: 931.865601
	Iteration 0F: 3 clusters Score -1745277 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1752883.000000 Penalty: 931.865601
	Iteration 1F: 3 clusters Score -1752883 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1753190.125000 Penalty: 931.865601
	Iteration 2Q: 3 clusters Score -1753190 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1753529.750000 Penalty: 931.865601
	Iteration 3Q: 3 clusters Score -1753530 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1753959.875000 Penalty: 931.865601
	Iteration 4Q: 3 clusters Score -1753960 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1754508.500000 Penalty: 931.865601
	Iteration 5Q: 3 clusters Score -1754508 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1755236.500000 Penalty: 931.865601
	Iteration 6F: 3 clusters Score -1755236 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1756284.750000 Penalty: 931.865601
	Iteration 7F: 3 clusters Score -1756285 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1757697.375000 Penalty: 931.865601
	Iteration 8F: 3 clusters Score -1757697 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1759441.500000 Penalty: 931.865601
	Iteration 9F: 3 clusters Score -1759442 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1761173.375000 Penalty: 931.865601
	Iteration 10F: 3 clusters Score -1761173 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1762406.500000 Penalty: 931.865601
	Iteration 11Q: 3 clusters Score -1762406 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1763033.625000 Penalty: 931.865601
	Iteration 12Q: 3 clusters Score -1763034 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1763296.625000 Penalty: 931.865601
	Iteration 13Q: 3 clusters Score -1763297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1763431.000000 Penalty: 931.865601
	Iteration 14Q: 3 clusters Score -1763431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1763483.375000 Penalty: 931.865601
	Iteration 15Q: 3 clusters Score -1763483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1763517.125000 Penalty: 931.865601
	Iteration 16Q: 3 clusters Score -1763517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1763528.875000 Penalty: 931.865601
	Iteration 17Q: 3 clusters Score -1763529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1763538.000000 Penalty: 931.865601
	Iteration 18Q: 3 clusters Score -1763538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1763541.750000 Penalty: 931.865601
	Iteration 19Q: 3 clusters Score -1763542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1763543.750000 Penalty: 931.865601
	Iteration 20F: 3 clusters Score -1763544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1763543.125000 Penalty: 931.865601
	Iteration 21Q: 3 clusters Score -1763543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1763543.125000 Penalty: 931.865601
	Iteration 22F: 3 clusters Score -1763543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -44197.078125 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -44197.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43516.656250 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -43516.66 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43700.035156 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -43700.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43751.074219 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -43751.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43803.664062 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -43803.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43856.937500 Penalty: 605.175415
	Iteration 4F: 3 clusters Score -43856.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -43884.386719 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -43884.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43919.371094 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -43919.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -43948.750000 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -43948.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -43973.003906 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -43973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -43994.957031 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -43994.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -44013.761719 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -44013.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44021.125000 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -44021.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -44022.789062 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -44022.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44023.277344 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -44023.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44024.996094 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -44025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44026.847656 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -44026.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44027.234375 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -44027.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44027.234375 Penalty: 605.175415
	Iteration 17F: 3 clusters Score -44027.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Entering Unmasked Estep 
Score: -4336697.500000 Penalty: 506.994904
	Iteration 0F: 2 clusters Score -4336698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4290676.000000 Penalty: 1013.989807
	Iteration 0F: 3 clusters Score -4290676 nChanged 33417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4312724.500000 Penalty: 1013.989807
	Iteration 1F: 3 clusters Score -4312724 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4314643.500000 Penalty: 1013.989807
	Iteration 2F: 3 clusters Score -4314644 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -4317416.500000 Penalty: 1013.989807
	Iteration 3F: 3 clusters Score -4317416 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -4320930.500000 Penalty: 1013.989807
	Iteration 4F: 3 clusters Score -4320930 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -4324036.000000 Penalty: 1013.989807
	Iteration 5F: 3 clusters Score -4324036 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -4325601.000000 Penalty: 1013.989807
	Iteration 6Q: 3 clusters Score -4325601 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -4326245.000000 Penalty: 1013.989807
	Iteration 7Q: 3 clusters Score -4326245 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4326668.000000 Penalty: 1013.989807
	Iteration 8Q: 3 clusters Score -4326668 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -4327028.500000 Penalty: 1013.989807
	Iteration 9Q: 3 clusters Score -4327028 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -4327407.000000 Penalty: 1013.989807
	Iteration 10Q: 3 clusters Score -4327407 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -4327830.000000 Penalty: 1013.989807
	Iteration 11Q: 3 clusters Score -4327830 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -4328223.500000 Penalty: 1013.989807
	Iteration 12Q: 3 clusters Score -4328224 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -4328737.500000 Penalty: 1013.989807
	Iteration 13Q: 3 clusters Score -4328738 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -4329349.500000 Penalty: 1013.989807
	Iteration 14Q: 3 clusters Score -4329350 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -4330035.500000 Penalty: 1013.989807
	Iteration 15Q: 3 clusters Score -4330036 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -4330773.500000 Penalty: 1013.989807
	Iteration 16Q: 3 clusters Score -4330774 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -4331617.000000 Penalty: 1013.989807
	Iteration 17Q: 3 clusters Score -4331617 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -4332534.000000 Penalty: 1013.989807
	Iteration 18Q: 3 clusters Score -4332534 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -4333480.500000 Penalty: 1013.989807
	Iteration 19Q: 3 clusters Score -4333480 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -4334303.500000 Penalty: 1013.989807
	Iteration 20F: 3 clusters Score -4334304 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -4334944.500000 Penalty: 1013.989807
	Iteration 21Q: 3 clusters Score -4334944 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -4335401.000000 Penalty: 1013.989807
	Iteration 22Q: 3 clusters Score -4335401 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -4335722.000000 Penalty: 1013.989807
	Iteration 23Q: 3 clusters Score -4335722 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -4335950.500000 Penalty: 1013.989807
	Iteration 24Q: 3 clusters Score -4335950 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -4336079.500000 Penalty: 1013.989807
	Iteration 25Q: 3 clusters Score -4336080 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -4336205.000000 Penalty: 1013.989807
	Iteration 26Q: 3 clusters Score -4336205 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -4336295.500000 Penalty: 1013.989807
	Iteration 27Q: 3 clusters Score -4336296 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -4336355.000000 Penalty: 1013.989807
	Iteration 28Q: 3 clusters Score -4336355 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -4336421.000000 Penalty: 1013.989807
	Iteration 29Q: 3 clusters Score -4336421 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -4336478.500000 Penalty: 1013.989807
	Iteration 30Q: 3 clusters Score -4336478 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -4336528.000000 Penalty: 1013.989807
	Iteration 31Q: 3 clusters Score -4336528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -4336578.000000 Penalty: 1013.989807
	Iteration 32Q: 3 clusters Score -4336578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -4336570.500000 Penalty: 1013.989807
	Iteration 33Q: 3 clusters Score -4336570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -4336614.000000 Penalty: 1013.989807
	Iteration 34Q: 3 clusters Score -4336614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -4336639.500000 Penalty: 1013.989807
	Iteration 35Q: 3 clusters Score -4336640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -4336650.000000 Penalty: 1013.989807
	Iteration 36Q: 3 clusters Score -4336650 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -4336667.000000 Penalty: 1013.989807
	Iteration 37Q: 3 clusters Score -4336667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -4336665.500000 Penalty: 1013.989807
	Iteration 38Q: 3 clusters Score -4336666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -4336683.500000 Penalty: 1013.989807
	Iteration 39Q: 3 clusters Score -4336684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -4336705.500000 Penalty: 1013.989807
	Iteration 40F: 3 clusters Score -4336706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -4336707.000000 Penalty: 1013.989807
	Iteration 41Q: 3 clusters Score -4336707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -4336718.500000 Penalty: 1013.989807
	Iteration 42Q: 3 clusters Score -4336718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -4336723.500000 Penalty: 1013.989807
	Iteration 43Q: 3 clusters Score -4336724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -4336726.500000 Penalty: 1013.989807
	Iteration 44Q: 3 clusters Score -4336726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -4336719.000000 Penalty: 1013.989807
	Iteration 45Q: 3 clusters Score -4336719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -4336728.500000 Penalty: 1013.989807
	Iteration 46Q: 3 clusters Score -4336728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -4336724.000000 Penalty: 1013.989807
	Iteration 47Q: 3 clusters Score -4336724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -4336738.500000 Penalty: 1013.989807
	Iteration 48Q: 3 clusters Score -4336738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -4336736.500000 Penalty: 1013.989807
	Iteration 49Q: 3 clusters Score -4336736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -4336745.500000 Penalty: 1013.989807
	Iteration 50Q: 3 clusters Score -4336746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -4336748.500000 Penalty: 1013.989807
	Iteration 51Q: 3 clusters Score -4336748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -4336753.500000 Penalty: 1013.989807
	Iteration 52Q: 3 clusters Score -4336754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -4336760.000000 Penalty: 1013.989807
	Iteration 53Q: 3 clusters Score -4336760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -4336768.500000 Penalty: 1013.989807
	Iteration 54Q: 3 clusters Score -4336768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -4336765.000000 Penalty: 1013.989807
	Iteration 55Q: 3 clusters Score -4336765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -4336756.000000 Penalty: 1013.989807
	Iteration 56Q: 3 clusters Score -4336756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -4336763.500000 Penalty: 1013.989807
	Iteration 57Q: 3 clusters Score -4336764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -4336757.000000 Penalty: 1013.989807
	Iteration 58Q: 3 clusters Score -4336757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -4336750.500000 Penalty: 1013.989807
	Iteration 59Q: 3 clusters Score -4336750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -4336755.000000 Penalty: 1013.989807
	Iteration 60F: 3 clusters Score -4336755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -4336758.000000 Penalty: 1013.989807
	Iteration 61Q: 3 clusters Score -4336758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -4336761.500000 Penalty: 1013.989807
	Iteration 62Q: 3 clusters Score -4336762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -4336760.500000 Penalty: 1013.989807
	Iteration 63Q: 3 clusters Score -4336760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -4336756.500000 Penalty: 1013.989807
	Iteration 64Q: 3 clusters Score -4336756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -4336769.000000 Penalty: 1013.989807
	Iteration 65Q: 3 clusters Score -4336769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -4336776.000000 Penalty: 1013.989807
	Iteration 66Q: 3 clusters Score -4336776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -4336774.000000 Penalty: 1013.989807
	Iteration 67Q: 3 clusters Score -4336774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -4336765.500000 Penalty: 1013.989807
	Iteration 68Q: 3 clusters Score -4336766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -4336763.500000 Penalty: 1013.989807
	Iteration 69Q: 3 clusters Score -4336764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -4336772.500000 Penalty: 1013.989807
	Iteration 70Q: 3 clusters Score -4336772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -4336774.500000 Penalty: 1013.989807
	Iteration 71Q: 3 clusters Score -4336774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -4336775.500000 Penalty: 1013.989807
	Iteration 72Q: 3 clusters Score -4336776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -4336778.000000 Penalty: 1013.989807
	Iteration 73Q: 3 clusters Score -4336778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -4336784.000000 Penalty: 1013.989807
	Iteration 74Q: 3 clusters Score -4336784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -4336782.000000 Penalty: 1013.989807
	Iteration 75Q: 3 clusters Score -4336782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -4336789.500000 Penalty: 1013.989807
	Iteration 76Q: 3 clusters Score -4336790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -4336796.000000 Penalty: 1013.989807
	Iteration 77Q: 3 clusters Score -4336796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -4336792.500000 Penalty: 1013.989807
	Iteration 78Q: 3 clusters Score -4336792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -4336794.000000 Penalty: 1013.989807
	Iteration 79Q: 3 clusters Score -4336794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -4336796.500000 Penalty: 1013.989807
	Iteration 80F: 3 clusters Score -4336796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -4336799.500000 Penalty: 1013.989807
	Iteration 81Q: 3 clusters Score -4336800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -4336804.000000 Penalty: 1013.989807
	Iteration 82Q: 3 clusters Score -4336804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -4336803.000000 Penalty: 1013.989807
	Iteration 83Q: 3 clusters Score -4336803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -4336808.000000 Penalty: 1013.989807
	Iteration 84Q: 3 clusters Score -4336808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -4336806.500000 Penalty: 1013.989807
	Iteration 85Q: 3 clusters Score -4336806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -4336814.000000 Penalty: 1013.989807
	Iteration 86Q: 3 clusters Score -4336814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -4336816.000000 Penalty: 1013.989807
	Iteration 87Q: 3 clusters Score -4336816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -4336811.500000 Penalty: 1013.989807
	Iteration 88Q: 3 clusters Score -4336812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -4336812.000000 Penalty: 1013.989807
	Iteration 89Q: 3 clusters Score -4336812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -4336812.000000 Penalty: 1013.989807
	Iteration 90Q: 3 clusters Score -4336812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -4336817.000000 Penalty: 1013.989807
	Iteration 91Q: 3 clusters Score -4336817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -4336820.500000 Penalty: 1013.989807
	Iteration 92Q: 3 clusters Score -4336820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -4336819.500000 Penalty: 1013.989807
	Iteration 93Q: 3 clusters Score -4336820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -4336812.000000 Penalty: 1013.989807
	Iteration 94Q: 3 clusters Score -4336812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -4336808.000000 Penalty: 1013.989807
	Iteration 95Q: 3 clusters Score -4336808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -4336805.500000 Penalty: 1013.989807
	Iteration 96Q: 3 clusters Score -4336806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -4336810.500000 Penalty: 1013.989807
	Iteration 97Q: 3 clusters Score -4336810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -4336809.500000 Penalty: 1013.989807
	Iteration 98Q: 3 clusters Score -4336810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -4336814.500000 Penalty: 1013.989807
	Iteration 99Q: 3 clusters Score -4336814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -4336812.500000 Penalty: 1013.989807
	Iteration 100F: 3 clusters Score -4336812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -4336814.500000 Penalty: 1013.989807
	Iteration 101Q: 3 clusters Score -4336814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -4336811.000000 Penalty: 1013.989807
	Iteration 102Q: 3 clusters Score -4336811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -4336815.500000 Penalty: 1013.989807
	Iteration 103Q: 3 clusters Score -4336816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -4336822.500000 Penalty: 1013.989807
	Iteration 104Q: 3 clusters Score -4336822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -4336824.000000 Penalty: 1013.989807
	Iteration 105Q: 3 clusters Score -4336824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -4336825.500000 Penalty: 1013.989807
	Iteration 106Q: 3 clusters Score -4336826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -4336824.000000 Penalty: 1013.989807
	Iteration 107Q: 3 clusters Score -4336824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -4336824.500000 Penalty: 1013.989807
	Iteration 108Q: 3 clusters Score -4336824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -4336832.000000 Penalty: 1013.989807
	Iteration 109Q: 3 clusters Score -4336832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -4336834.000000 Penalty: 1013.989807
	Iteration 110Q: 3 clusters Score -4336834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -4336824.000000 Penalty: 1013.989807
	Iteration 111Q: 3 clusters Score -4336824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -4336821.500000 Penalty: 1013.989807
	Iteration 112Q: 3 clusters Score -4336822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -4336821.000000 Penalty: 1013.989807
	Iteration 113Q: 3 clusters Score -4336821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -4336819.500000 Penalty: 1013.989807
	Iteration 114Q: 3 clusters Score -4336820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -4336830.000000 Penalty: 1013.989807
	Iteration 115Q: 3 clusters Score -4336830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -4336834.000000 Penalty: 1013.989807
	Iteration 116Q: 3 clusters Score -4336834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -4336829.500000 Penalty: 1013.989807
	Iteration 117Q: 3 clusters Score -4336830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -4336824.000000 Penalty: 1013.989807
	Iteration 118Q: 3 clusters Score -4336824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -4336835.500000 Penalty: 1013.989807
	Iteration 119Q: 3 clusters Score -4336836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -4336838.500000 Penalty: 1013.989807
	Iteration 120F: 3 clusters Score -4336838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -4336836.000000 Penalty: 1013.989807
	Iteration 121Q: 3 clusters Score -4336836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -4336838.500000 Penalty: 1013.989807
	Iteration 122Q: 3 clusters Score -4336838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -4336843.500000 Penalty: 1013.989807
	Iteration 123Q: 3 clusters Score -4336844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -4336848.000000 Penalty: 1013.989807
	Iteration 124Q: 3 clusters Score -4336848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -4336849.500000 Penalty: 1013.989807
	Iteration 125Q: 3 clusters Score -4336850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -4336855.000000 Penalty: 1013.989807
	Iteration 126Q: 3 clusters Score -4336855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -4336859.000000 Penalty: 1013.989807
	Iteration 127Q: 3 clusters Score -4336859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -4336855.000000 Penalty: 1013.989807
	Iteration 128Q: 3 clusters Score -4336855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -4336858.000000 Penalty: 1013.989807
	Iteration 129Q: 3 clusters Score -4336858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -4336854.000000 Penalty: 1013.989807
	Iteration 130Q: 3 clusters Score -4336854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -4336855.000000 Penalty: 1013.989807
	Iteration 131Q: 3 clusters Score -4336855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -4336856.500000 Penalty: 1013.989807
	Iteration 132Q: 3 clusters Score -4336856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -4336852.500000 Penalty: 1013.989807
	Iteration 133Q: 3 clusters Score -4336852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -4336853.000000 Penalty: 1013.989807
	Iteration 134Q: 3 clusters Score -4336853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -4336853.000000 Penalty: 1013.989807
	Iteration 135Q: 3 clusters Score -4336853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -4336847.500000 Penalty: 1013.989807
	Iteration 136Q: 3 clusters Score -4336848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -4336847.500000 Penalty: 1013.989807
	Iteration 137F: 3 clusters Score -4336848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 80874 members 
Mstep: Class 12 contains 78895 members 
Mstep: Class 13 contains 32010 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 67234 members 
Entering Unmasked Estep 
Score: -42196032.000000 Penalty: 13467.609375
Splitting cluster 5 changes total score from -42194432.000000 to -42196032.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (43332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Entering Unmasked Estep 
Score: -2865205.000000 Penalty: 485.787415
	Iteration 0F: 2 clusters Score -2865205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2837081.000000 Penalty: 971.574829
	Iteration 0F: 3 clusters Score -2837081 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2849387.250000 Penalty: 971.574829
	Iteration 1F: 3 clusters Score -2849387 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2849904.250000 Penalty: 971.574829
	Iteration 2Q: 3 clusters Score -2849904 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2850526.250000 Penalty: 971.574829
	Iteration 3Q: 3 clusters Score -2850526 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2851293.500000 Penalty: 971.574829
	Iteration 4Q: 3 clusters Score -2851294 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2852280.250000 Penalty: 971.574829
	Iteration 5F: 3 clusters Score -2852280 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2853597.000000 Penalty: 971.574829
	Iteration 6F: 3 clusters Score -2853597 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2855362.500000 Penalty: 971.574829
	Iteration 7F: 3 clusters Score -2855362 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2857279.500000 Penalty: 971.574829
	Iteration 8F: 3 clusters Score -2857280 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2858559.500000 Penalty: 971.574829
	Iteration 9F: 3 clusters Score -2858560 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2859095.500000 Penalty: 971.574829
	Iteration 10Q: 3 clusters Score -2859096 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2859350.250000 Penalty: 971.574829
	Iteration 11Q: 3 clusters Score -2859350 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2859543.000000 Penalty: 971.574829
	Iteration 12Q: 3 clusters Score -2859543 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2859765.000000 Penalty: 971.574829
	Iteration 13Q: 3 clusters Score -2859765 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2859946.000000 Penalty: 971.574829
	Iteration 14Q: 3 clusters Score -2859946 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2860119.000000 Penalty: 971.574829
	Iteration 15Q: 3 clusters Score -2860119 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2860316.250000 Penalty: 971.574829
	Iteration 16Q: 3 clusters Score -2860316 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2860497.500000 Penalty: 971.574829
	Iteration 17Q: 3 clusters Score -2860498 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2860667.500000 Penalty: 971.574829
	Iteration 18Q: 3 clusters Score -2860668 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2860808.250000 Penalty: 971.574829
	Iteration 19Q: 3 clusters Score -2860808 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2860986.750000 Penalty: 971.574829
	Iteration 20F: 3 clusters Score -2860987 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2861124.250000 Penalty: 971.574829
	Iteration 21Q: 3 clusters Score -2861124 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2861267.000000 Penalty: 971.574829
	Iteration 22Q: 3 clusters Score -2861267 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2861409.750000 Penalty: 971.574829
	Iteration 23Q: 3 clusters Score -2861410 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2861543.750000 Penalty: 971.574829
	Iteration 24Q: 3 clusters Score -2861544 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2861690.750000 Penalty: 971.574829
	Iteration 25Q: 3 clusters Score -2861691 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2861846.250000 Penalty: 971.574829
	Iteration 26Q: 3 clusters Score -2861846 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2861984.000000 Penalty: 971.574829
	Iteration 27Q: 3 clusters Score -2861984 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2862125.000000 Penalty: 971.574829
	Iteration 28Q: 3 clusters Score -2862125 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2862269.000000 Penalty: 971.574829
	Iteration 29Q: 3 clusters Score -2862269 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2862418.000000 Penalty: 971.574829
	Iteration 30Q: 3 clusters Score -2862418 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2862561.250000 Penalty: 971.574829
	Iteration 31Q: 3 clusters Score -2862561 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2862706.000000 Penalty: 971.574829
	Iteration 32Q: 3 clusters Score -2862706 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2862831.250000 Penalty: 971.574829
	Iteration 33Q: 3 clusters Score -2862831 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2862990.250000 Penalty: 971.574829
	Iteration 34Q: 3 clusters Score -2862990 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2863087.750000 Penalty: 971.574829
	Iteration 35Q: 3 clusters Score -2863088 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2863211.000000 Penalty: 971.574829
	Iteration 36Q: 3 clusters Score -2863211 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2863296.250000 Penalty: 971.574829
	Iteration 37Q: 3 clusters Score -2863296 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2863429.500000 Penalty: 971.574829
	Iteration 38Q: 3 clusters Score -2863430 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2863546.000000 Penalty: 971.574829
	Iteration 39Q: 3 clusters Score -2863546 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2863635.000000 Penalty: 971.574829
	Iteration 40F: 3 clusters Score -2863635 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2863705.000000 Penalty: 971.574829
	Iteration 41Q: 3 clusters Score -2863705 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2863741.750000 Penalty: 971.574829
	Iteration 42Q: 3 clusters Score -2863742 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2863760.500000 Penalty: 971.574829
	Iteration 43Q: 3 clusters Score -2863760 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2863788.500000 Penalty: 971.574829
	Iteration 44Q: 3 clusters Score -2863788 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2863829.500000 Penalty: 971.574829
	Iteration 45Q: 3 clusters Score -2863830 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2863900.250000 Penalty: 971.574829
	Iteration 46Q: 3 clusters Score -2863900 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2863945.000000 Penalty: 971.574829
	Iteration 47Q: 3 clusters Score -2863945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2863980.500000 Penalty: 971.574829
	Iteration 48Q: 3 clusters Score -2863980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2864016.250000 Penalty: 971.574829
	Iteration 49Q: 3 clusters Score -2864016 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2864063.500000 Penalty: 971.574829
	Iteration 50Q: 3 clusters Score -2864064 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2864068.500000 Penalty: 971.574829
	Iteration 51Q: 3 clusters Score -2864068 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2864062.000000 Penalty: 971.574829
	Iteration 52Q: 3 clusters Score -2864062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2864070.000000 Penalty: 971.574829
	Iteration 53Q: 3 clusters Score -2864070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2864049.500000 Penalty: 971.574829
	Iteration 54Q: 3 clusters Score -2864050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2864046.750000 Penalty: 971.574829
	Iteration 55Q: 3 clusters Score -2864047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2864032.750000 Penalty: 971.574829
	Iteration 56Q: 3 clusters Score -2864033 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2864016.000000 Penalty: 971.574829
	Iteration 57Q: 3 clusters Score -2864016 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2863981.000000 Penalty: 971.574829
	Iteration 58Q: 3 clusters Score -2863981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2863954.000000 Penalty: 971.574829
	Iteration 59Q: 3 clusters Score -2863954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2863971.250000 Penalty: 971.574829
	Iteration 60F: 3 clusters Score -2863971 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2863954.500000 Penalty: 971.574829
	Iteration 61Q: 3 clusters Score -2863954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2863949.750000 Penalty: 971.574829
	Iteration 62Q: 3 clusters Score -2863950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2863919.500000 Penalty: 971.574829
	Iteration 63Q: 3 clusters Score -2863920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2863932.500000 Penalty: 971.574829
	Iteration 64Q: 3 clusters Score -2863932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2863930.250000 Penalty: 971.574829
	Iteration 65Q: 3 clusters Score -2863930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2863929.250000 Penalty: 971.574829
	Iteration 66Q: 3 clusters Score -2863929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2863922.750000 Penalty: 971.574829
	Iteration 67Q: 3 clusters Score -2863923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2863907.000000 Penalty: 971.574829
	Iteration 68Q: 3 clusters Score -2863907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2863916.000000 Penalty: 971.574829
	Iteration 69Q: 3 clusters Score -2863916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2863904.500000 Penalty: 971.574829
	Iteration 70Q: 3 clusters Score -2863904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2863890.000000 Penalty: 971.574829
	Iteration 71Q: 3 clusters Score -2863890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2863902.500000 Penalty: 971.574829
	Iteration 72Q: 3 clusters Score -2863902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2863928.250000 Penalty: 971.574829
	Iteration 73Q: 3 clusters Score -2863928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2863946.250000 Penalty: 971.574829
	Iteration 74Q: 3 clusters Score -2863946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2863963.250000 Penalty: 971.574829
	Iteration 75Q: 3 clusters Score -2863963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2863961.500000 Penalty: 971.574829
	Iteration 76Q: 3 clusters Score -2863962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2863974.750000 Penalty: 971.574829
	Iteration 77Q: 3 clusters Score -2863975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2863983.000000 Penalty: 971.574829
	Iteration 78Q: 3 clusters Score -2863983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2864001.500000 Penalty: 971.574829
	Iteration 79Q: 3 clusters Score -2864002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2864002.500000 Penalty: 971.574829
	Iteration 80F: 3 clusters Score -2864002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2864002.250000 Penalty: 971.574829
	Iteration 81Q: 3 clusters Score -2864002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2864004.000000 Penalty: 971.574829
	Iteration 82Q: 3 clusters Score -2864004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2864008.000000 Penalty: 971.574829
	Iteration 83Q: 3 clusters Score -2864008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2864009.000000 Penalty: 971.574829
	Iteration 84Q: 3 clusters Score -2864009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2864014.750000 Penalty: 971.574829
	Iteration 85Q: 3 clusters Score -2864015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2864011.250000 Penalty: 971.574829
	Iteration 86Q: 3 clusters Score -2864011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2864014.750000 Penalty: 971.574829
	Iteration 87Q: 3 clusters Score -2864015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2864019.000000 Penalty: 971.574829
	Iteration 88Q: 3 clusters Score -2864019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2864031.750000 Penalty: 971.574829
	Iteration 89Q: 3 clusters Score -2864032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2864036.000000 Penalty: 971.574829
	Iteration 90Q: 3 clusters Score -2864036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2864034.000000 Penalty: 971.574829
	Iteration 91Q: 3 clusters Score -2864034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2864038.000000 Penalty: 971.574829
	Iteration 92Q: 3 clusters Score -2864038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2864041.250000 Penalty: 971.574829
	Iteration 93Q: 3 clusters Score -2864041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2864046.250000 Penalty: 971.574829
	Iteration 94Q: 3 clusters Score -2864046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2864060.250000 Penalty: 971.574829
	Iteration 95Q: 3 clusters Score -2864060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2864067.750000 Penalty: 971.574829
	Iteration 96Q: 3 clusters Score -2864068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2864082.500000 Penalty: 971.574829
	Iteration 97Q: 3 clusters Score -2864082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2864093.750000 Penalty: 971.574829
	Iteration 98Q: 3 clusters Score -2864094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2864104.750000 Penalty: 971.574829
	Iteration 99Q: 3 clusters Score -2864105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2864104.250000 Penalty: 971.574829
	Iteration 100F: 3 clusters Score -2864104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2864114.500000 Penalty: 971.574829
	Iteration 101Q: 3 clusters Score -2864114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2864119.750000 Penalty: 971.574829
	Iteration 102Q: 3 clusters Score -2864120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2864118.750000 Penalty: 971.574829
	Iteration 103Q: 3 clusters Score -2864119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2864123.500000 Penalty: 971.574829
	Iteration 104Q: 3 clusters Score -2864124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2864133.250000 Penalty: 971.574829
	Iteration 105Q: 3 clusters Score -2864133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2864147.000000 Penalty: 971.574829
	Iteration 106Q: 3 clusters Score -2864147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2864148.000000 Penalty: 971.574829
	Iteration 107Q: 3 clusters Score -2864148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2864151.250000 Penalty: 971.574829
	Iteration 108Q: 3 clusters Score -2864151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2864159.750000 Penalty: 971.574829
	Iteration 109Q: 3 clusters Score -2864160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2864156.250000 Penalty: 971.574829
	Iteration 110Q: 3 clusters Score -2864156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2864158.500000 Penalty: 971.574829
	Iteration 111Q: 3 clusters Score -2864158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2864159.500000 Penalty: 971.574829
	Iteration 112Q: 3 clusters Score -2864160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2864155.750000 Penalty: 971.574829
	Iteration 113Q: 3 clusters Score -2864156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2864160.000000 Penalty: 971.574829
	Iteration 114Q: 3 clusters Score -2864160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2864162.000000 Penalty: 971.574829
	Iteration 115Q: 3 clusters Score -2864162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2864163.250000 Penalty: 971.574829
	Iteration 116Q: 3 clusters Score -2864163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2864163.250000 Penalty: 971.574829
	Iteration 117Q: 3 clusters Score -2864163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2864165.250000 Penalty: 971.574829
	Iteration 118Q: 3 clusters Score -2864165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2864163.500000 Penalty: 971.574829
	Iteration 119Q: 3 clusters Score -2864164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2864161.500000 Penalty: 971.574829
	Iteration 120F: 3 clusters Score -2864162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2864160.000000 Penalty: 971.574829
	Iteration 121Q: 3 clusters Score -2864160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2864159.250000 Penalty: 971.574829
	Iteration 122Q: 3 clusters Score -2864159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2864159.250000 Penalty: 971.574829
	Iteration 123F: 3 clusters Score -2864159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -205220.562500 Penalty: 372.787140
	Iteration 0F: 2 clusters Score -205220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -202727.187500 Penalty: 745.574280
	Iteration 0F: 3 clusters Score -202727.2 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -203669.875000 Penalty: 745.574280
	Iteration 1F: 3 clusters Score -203669.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -203826.859375 Penalty: 745.574280
	Iteration 2F: 3 clusters Score -203826.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -204012.218750 Penalty: 745.574280
	Iteration 3F: 3 clusters Score -204012.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -204209.265625 Penalty: 745.574280
	Iteration 4F: 3 clusters Score -204209.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204420.984375 Penalty: 745.574280
	Iteration 5F: 3 clusters Score -204421 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -204606.046875 Penalty: 745.574280
	Iteration 6F: 3 clusters Score -204606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -204707.812500 Penalty: 745.574280
	Iteration 7Q: 3 clusters Score -204707.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -204786.250000 Penalty: 745.574280
	Iteration 8Q: 3 clusters Score -204786.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -204867.109375 Penalty: 745.574280
	Iteration 9Q: 3 clusters Score -204867.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -204900.937500 Penalty: 745.574280
	Iteration 10Q: 3 clusters Score -204900.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -204920.812500 Penalty: 745.574280
	Iteration 11Q: 3 clusters Score -204920.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -204933.734375 Penalty: 745.574280
	Iteration 12Q: 3 clusters Score -204933.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -204943.484375 Penalty: 745.574280
	Iteration 13Q: 3 clusters Score -204943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -204946.812500 Penalty: 745.574280
	Iteration 14Q: 3 clusters Score -204946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -204950.546875 Penalty: 745.574280
	Iteration 15Q: 3 clusters Score -204950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -204953.234375 Penalty: 745.574280
	Iteration 16Q: 3 clusters Score -204953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -204953.234375 Penalty: 745.574280
	Iteration 17F: 3 clusters Score -204953.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Entering Unmasked Estep 
Score: -2783006.750000 Penalty: 485.291199
	Iteration 0F: 2 clusters Score -2783007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2755242.500000 Penalty: 970.582397
	Iteration 0F: 3 clusters Score -2755242 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2767186.250000 Penalty: 970.582397
	Iteration 1F: 3 clusters Score -2767186 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2767727.000000 Penalty: 970.582397
	Iteration 2Q: 3 clusters Score -2767727 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2768571.000000 Penalty: 970.582397
	Iteration 3Q: 3 clusters Score -2768571 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2770043.750000 Penalty: 970.582397
	Iteration 4F: 3 clusters Score -2770044 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -2772434.750000 Penalty: 970.582397
	Iteration 5F: 3 clusters Score -2772435 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -2775672.500000 Penalty: 970.582397
	Iteration 6F: 3 clusters Score -2775672 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -2779064.500000 Penalty: 970.582397
	Iteration 7F: 3 clusters Score -2779064 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -2781509.500000 Penalty: 970.582397
	Iteration 8F: 3 clusters Score -2781510 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -2782309.750000 Penalty: 970.582397
	Iteration 9Q: 3 clusters Score -2782310 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -2782503.250000 Penalty: 970.582397
	Iteration 10Q: 3 clusters Score -2782503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -2782559.000000 Penalty: 970.582397
	Iteration 11Q: 3 clusters Score -2782559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -2782591.500000 Penalty: 970.582397
	Iteration 12Q: 3 clusters Score -2782592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -2782607.250000 Penalty: 970.582397
	Iteration 13Q: 3 clusters Score -2782607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -2782617.750000 Penalty: 970.582397
	Iteration 14Q: 3 clusters Score -2782618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -2782623.500000 Penalty: 970.582397
	Iteration 15Q: 3 clusters Score -2782624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -2782632.250000 Penalty: 970.582397
	Iteration 16Q: 3 clusters Score -2782632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -2782637.750000 Penalty: 970.582397
	Iteration 17Q: 3 clusters Score -2782638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -2782637.500000 Penalty: 970.582397
	Iteration 18Q: 3 clusters Score -2782638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -2782637.500000 Penalty: 970.582397
	Iteration 19Q: 3 clusters Score -2782638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -2782637.500000 Penalty: 970.582397
	Iteration 20F: 3 clusters Score -2782638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Entering Unmasked Estep 
Score: -5092940.000000 Penalty: 514.665222
	Iteration 0F: 2 clusters Score -5092940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5041200.500000 Penalty: 1029.330444
	Iteration 0F: 3 clusters Score -5041200 nChanged 39923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5066065.000000 Penalty: 1029.330444
	Iteration 1F: 3 clusters Score -5066065 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5067971.500000 Penalty: 1029.330444
	Iteration 2Q: 3 clusters Score -5067972 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -5071167.000000 Penalty: 1029.330444
	Iteration 3F: 3 clusters Score -5071167 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5075576.500000 Penalty: 1029.330444
	Iteration 4F: 3 clusters Score -5075576 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -5079096.500000 Penalty: 1029.330444
	Iteration 5F: 3 clusters Score -5079096 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5080466.500000 Penalty: 1029.330444
	Iteration 6Q: 3 clusters Score -5080466 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5080867.000000 Penalty: 1029.330444
	Iteration 7Q: 3 clusters Score -5080867 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5080965.000000 Penalty: 1029.330444
	Iteration 8Q: 3 clusters Score -5080965 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5081059.500000 Penalty: 1029.330444
	Iteration 9Q: 3 clusters Score -5081060 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5081156.500000 Penalty: 1029.330444
	Iteration 10Q: 3 clusters Score -5081156 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5081238.000000 Penalty: 1029.330444
	Iteration 11Q: 3 clusters Score -5081238 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5081355.000000 Penalty: 1029.330444
	Iteration 12Q: 3 clusters Score -5081355 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5081453.000000 Penalty: 1029.330444
	Iteration 13Q: 3 clusters Score -5081453 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5081597.000000 Penalty: 1029.330444
	Iteration 14Q: 3 clusters Score -5081597 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5081679.000000 Penalty: 1029.330444
	Iteration 15Q: 3 clusters Score -5081679 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5081827.500000 Penalty: 1029.330444
	Iteration 16Q: 3 clusters Score -5081828 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5081980.500000 Penalty: 1029.330444
	Iteration 17Q: 3 clusters Score -5081980 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5082100.000000 Penalty: 1029.330444
	Iteration 18Q: 3 clusters Score -5082100 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5082224 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5082359 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -5082535.500000 Penalty: 1029.330444
	Iteration 21Q: 3 clusters Score -5082536 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5082666 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5082814.500000 Penalty: 1029.330444
	Iteration 23Q: 3 clusters Score -5082814 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5083018.000000 Penalty: 1029.330444
	Iteration 24Q: 3 clusters Score -5083018 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5083246.500000 Penalty: 1029.330444
	Iteration 25Q: 3 clusters Score -5083246 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5083477 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5083699.500000 Penalty: 1029.330444
	Iteration 27Q: 3 clusters Score -5083700 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5083960 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5084167.500000 Penalty: 1029.330444
	Iteration 29Q: 3 clusters Score -5084168 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5084386 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5084572.500000 Penalty: 1029.330444
	Iteration 31Q: 3 clusters Score -5084572 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5084828 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5085076 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5085341 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5085561 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5085834 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -5086007.500000 Penalty: 1029.330444
	Iteration 37Q: 3 clusters Score -5086008 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -5086204.500000 Penalty: 1029.330444
	Iteration 38Q: 3 clusters Score -5086204 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5086363 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5086543 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5086742 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5086892 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -5086981.500000 Penalty: 1029.330444
	Iteration 43Q: 3 clusters Score -5086982 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -5087120.000000 Penalty: 1029.330444
	Iteration 44Q: 3 clusters Score -5087120 nChanged 683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -5087195.500000 Penalty: 1029.330444
	Iteration 45Q: 3 clusters Score -5087196 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5087276 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5087376 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -5087421.500000 Penalty: 1029.330444
	Iteration 48Q: 3 clusters Score -5087422 nChanged 494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5087496 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -5087547.500000 Penalty: 1029.330444
	Iteration 50Q: 3 clusters Score -5087548 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5087610 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5087641 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -5087655.500000 Penalty: 1029.330444
	Iteration 53Q: 3 clusters Score -5087656 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -5087701.500000 Penalty: 1029.330444
	Iteration 54Q: 3 clusters Score -5087702 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -5087718.000000 Penalty: 1029.330444
	Iteration 55Q: 3 clusters Score -5087718 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5087718 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5087750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -5087757.500000 Penalty: 1029.330444
	Iteration 58Q: 3 clusters Score -5087758 nChanged 201
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Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5087755 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -5087761.500000 Penalty: 1029.330444
	Iteration 60F: 3 clusters Score -5087762 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5087801.500000 Penalty: 1029.330444
	Iteration 61Q: 3 clusters Score -5087802 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -5087834.000000 Penalty: 1029.330444
	Iteration 62Q: 3 clusters Score -5087834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5087867 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -5087898.000000 Penalty: 1029.330444
	Iteration 64Q: 3 clusters Score -5087898 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -5087915.000000 Penalty: 1029.330444
	Iteration 65Q: 3 clusters Score -5087915 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -5087931.500000 Penalty: 1029.330444
	Iteration 66Q: 3 clusters Score -5087932 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -5087954.000000 Penalty: 1029.330444
	Iteration 67Q: 3 clusters Score -5087954 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5087966 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -5088005.500000 Penalty: 1029.330444
	Iteration 69Q: 3 clusters Score -5088006 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -5088037.000000 Penalty: 1029.330444
	Iteration 70Q: 3 clusters Score -5088037 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5088078 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -5088103.500000 Penalty: 1029.330444
	Iteration 72Q: 3 clusters Score -5088104 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5088138.000000 Penalty: 1029.330444
	Iteration 73Q: 3 clusters Score -5088138 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -5088183.000000 Penalty: 1029.330444
	Iteration 74Q: 3 clusters Score -5088183 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -5088186.500000 Penalty: 1029.330444
	Iteration 75Q: 3 clusters Score -5088186 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -5088202.000000 Penalty: 1029.330444
	Iteration 76Q: 3 clusters Score -5088202 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -5088233.000000 Penalty: 1029.330444
	Iteration 77Q: 3 clusters Score -5088233 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5088250 nChanged 218
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Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -5088276.000000 Penalty: 1029.330444
	Iteration 79Q: 3 clusters Score -5088276 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -5088315.500000 Penalty: 1029.330444
	Iteration 80F: 3 clusters Score -5088316 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -5088358.500000 Penalty: 1029.330444
	Iteration 81Q: 3 clusters Score -5088358 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -5088382.500000 Penalty: 1029.330444
	Iteration 82Q: 3 clusters Score -5088382 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5088436 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -5088447.500000 Penalty: 1029.330444
	Iteration 84Q: 3 clusters Score -5088448 nChanged 291
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Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -5088515.500000 Penalty: 1029.330444
	Iteration 85Q: 3 clusters Score -5088516 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5088598 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -5088632.000000 Penalty: 1029.330444
	Iteration 87Q: 3 clusters Score -5088632 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5088699 nChanged 432
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Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5088748 nChanged 410
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Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -5088851.500000 Penalty: 1029.330444
	Iteration 90Q: 3 clusters Score -5088852 nChanged 437
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Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5088928 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5089028 nChanged 507
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5089098 nChanged 499
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Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -5089204.500000 Penalty: 1029.330444
	Iteration 94Q: 3 clusters Score -5089204 nChanged 495
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5089336 nChanged 531
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Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5089449 nChanged 556
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Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5089578 nChanged 577
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Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5089709 nChanged 586
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Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5089854 nChanged 620
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -5089977.500000 Penalty: 1029.330444
	Iteration 100F: 3 clusters Score -5089978 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5090174 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -5090364.500000 Penalty: 1029.330444
	Iteration 102Q: 3 clusters Score -5090364 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -5090542.000000 Penalty: 1029.330444
	Iteration 103Q: 3 clusters Score -5090542 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5090773 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5091018 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -5091255.500000 Penalty: 1029.330444
	Iteration 106Q: 3 clusters Score -5091256 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5091489 nChanged 790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -5091748.500000 Penalty: 1029.330444
	Iteration 108Q: 3 clusters Score -5091748 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5092012 nChanged 762
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Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5092236 nChanged 781
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -5092497.500000 Penalty: 1029.330444
	Iteration 111Q: 3 clusters Score -5092498 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -5092744.500000 Penalty: 1029.330444
	Iteration 112Q: 3 clusters Score -5092744 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -5093130.000000 Penalty: 1029.330444
	Iteration 113Q: 3 clusters Score -5093130 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -5093450.500000 Penalty: 1029.330444
	Iteration 114Q: 3 clusters Score -5093450 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -5093735.000000 Penalty: 1029.330444
	Iteration 115Q: 3 clusters Score -5093735 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -5093867.000000 Penalty: 1029.330444
	Iteration 116Q: 3 clusters Score -5093867 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -5093944.000000 Penalty: 1029.330444
	Iteration 117Q: 3 clusters Score -5093944 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -5093982.500000 Penalty: 1029.330444
	Iteration 118Q: 3 clusters Score -5093982 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -5093844.000000 Penalty: 1029.330444
	Iteration 119Q: 3 clusters Score -5093844 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -5093703.000000 Penalty: 1029.330444
	Iteration 120F: 3 clusters Score -5093703 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -5093495.500000 Penalty: 1029.330444
	Iteration 121Q: 3 clusters Score -5093496 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -5093304.500000 Penalty: 1029.330444
	Iteration 122Q: 3 clusters Score -5093304 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -5093221.500000 Penalty: 1029.330444
	Iteration 123Q: 3 clusters Score -5093222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -5093131.500000 Penalty: 1029.330444
	Iteration 124Q: 3 clusters Score -5093132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -5093064.000000 Penalty: 1029.330444
	Iteration 125Q: 3 clusters Score -5093064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -5093035.000000 Penalty: 1029.330444
	Iteration 126Q: 3 clusters Score -5093035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -5093002.000000 Penalty: 1029.330444
	Iteration 127Q: 3 clusters Score -5093002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -5092979.500000 Penalty: 1029.330444
	Iteration 128Q: 3 clusters Score -5092980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -5092967.000000 Penalty: 1029.330444
	Iteration 129Q: 3 clusters Score -5092967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -5092953.000000 Penalty: 1029.330444
	Iteration 130Q: 3 clusters Score -5092953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -5092926.500000 Penalty: 1029.330444
	Iteration 131Q: 3 clusters Score -5092926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -5092921.000000 Penalty: 1029.330444
	Iteration 132Q: 3 clusters Score -5092921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -5092918.000000 Penalty: 1029.330444
	Iteration 133Q: 3 clusters Score -5092918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -5092907.000000 Penalty: 1029.330444
	Iteration 134Q: 3 clusters Score -5092907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -5092900.000000 Penalty: 1029.330444
	Iteration 135Q: 3 clusters Score -5092900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -5092895.500000 Penalty: 1029.330444
	Iteration 136Q: 3 clusters Score -5092896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -5092892.500000 Penalty: 1029.330444
	Iteration 137Q: 3 clusters Score -5092892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -5092894.000000 Penalty: 1029.330444
	Iteration 138Q: 3 clusters Score -5092894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -5092892.000000 Penalty: 1029.330444
	Iteration 139Q: 3 clusters Score -5092892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -5092890.500000 Penalty: 1029.330444
	Iteration 140F: 3 clusters Score -5092890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Entering Unmasked Estep 
Score: -481101.656250 Penalty: 409.801758
	Iteration 0F: 2 clusters Score -481101.7 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 4083 members 
Entering Unmasked Estep 
Score: -475639.031250 Penalty: 819.603516
	Iteration 0F: 3 clusters Score -475639 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -477842.437500 Penalty: 819.603516
	Iteration 1F: 3 clusters Score -477842.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -478050.750000 Penalty: 819.603516
	Iteration 2F: 3 clusters Score -478050.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -478314.875000 Penalty: 819.603516
	Iteration 3F: 3 clusters Score -478314.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -478618.250000 Penalty: 819.603516
	Iteration 4F: 3 clusters Score -478618.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -479030.093750 Penalty: 819.603516
	Iteration 5F: 3 clusters Score -479030.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -479422.031250 Penalty: 819.603516
	Iteration 6F: 3 clusters Score -479422 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -479641.656250 Penalty: 819.603516
	Iteration 7Q: 3 clusters Score -479641.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -479791.218750 Penalty: 819.603516
	Iteration 8Q: 3 clusters Score -479791.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -479874.687500 Penalty: 819.603516
	Iteration 9Q: 3 clusters Score -479874.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -479941.343750 Penalty: 819.603516
	Iteration 10Q: 3 clusters Score -479941.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -480002.281250 Penalty: 819.603516
	Iteration 11Q: 3 clusters Score -480002.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -480058.250000 Penalty: 819.603516
	Iteration 12Q: 3 clusters Score -480058.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -480100.406250 Penalty: 819.603516
	Iteration 13Q: 3 clusters Score -480100.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -480141.093750 Penalty: 819.603516
	Iteration 14Q: 3 clusters Score -480141.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -480184.187500 Penalty: 819.603516
	Iteration 15Q: 3 clusters Score -480184.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -480236.843750 Penalty: 819.603516
	Iteration 16Q: 3 clusters Score -480236.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -480306.812500 Penalty: 819.603516
	Iteration 17Q: 3 clusters Score -480306.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -480390.250000 Penalty: 819.603516
	Iteration 18Q: 3 clusters Score -480390.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -480473.687500 Penalty: 819.603516
	Iteration 19Q: 3 clusters Score -480473.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -480528.093750 Penalty: 819.603516
	Iteration 20F: 3 clusters Score -480528.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -480570.468750 Penalty: 819.603516
	Iteration 21Q: 3 clusters Score -480570.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -480600.375000 Penalty: 819.603516
	Iteration 22Q: 3 clusters Score -480600.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -480626.656250 Penalty: 819.603516
	Iteration 23Q: 3 clusters Score -480626.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -480645.906250 Penalty: 819.603516
	Iteration 24Q: 3 clusters Score -480645.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -480656.812500 Penalty: 819.603516
	Iteration 25Q: 3 clusters Score -480656.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -480663.468750 Penalty: 819.603516
	Iteration 26Q: 3 clusters Score -480663.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -480669.375000 Penalty: 819.603516
	Iteration 27Q: 3 clusters Score -480669.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -480673.843750 Penalty: 819.603516
	Iteration 28Q: 3 clusters Score -480673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -480676.843750 Penalty: 819.603516
	Iteration 29Q: 3 clusters Score -480676.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -480678.125000 Penalty: 819.603516
	Iteration 30Q: 3 clusters Score -480678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -480682.156250 Penalty: 819.603516
	Iteration 31Q: 3 clusters Score -480682.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -480684.062500 Penalty: 819.603516
	Iteration 32Q: 3 clusters Score -480684.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -480685.593750 Penalty: 819.603516
	Iteration 33Q: 3 clusters Score -480685.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -480685.687500 Penalty: 819.603516
	Iteration 34Q: 3 clusters Score -480685.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -480685.843750 Penalty: 819.603516
	Iteration 35Q: 3 clusters Score -480685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -480685.718750 Penalty: 819.603516
	Iteration 36Q: 3 clusters Score -480685.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -480686.406250 Penalty: 819.603516
	Iteration 37Q: 3 clusters Score -480686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -480686.156250 Penalty: 819.603516
	Iteration 38Q: 3 clusters Score -480686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -480684.875000 Penalty: 819.603516
	Iteration 39Q: 3 clusters Score -480684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -480684.718750 Penalty: 819.603516
	Iteration 40F: 3 clusters Score -480684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Entering Unmasked Estep 
Score: -5212072.000000 Penalty: 514.179443
	Iteration 0F: 2 clusters Score -5212072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5167060.500000 Penalty: 1028.358887
	Iteration 0F: 3 clusters Score -5167060 nChanged 39549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5191651.500000 Penalty: 1028.358887
	Iteration 1F: 3 clusters Score -5191652 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5193066.000000 Penalty: 1028.358887
	Iteration 2Q: 3 clusters Score -5193066 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5195258.500000 Penalty: 1028.358887
	Iteration 3F: 3 clusters Score -5195258 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5198529.000000 Penalty: 1028.358887
	Iteration 4F: 3 clusters Score -5198529 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5202546.000000 Penalty: 1028.358887
	Iteration 5F: 3 clusters Score -5202546 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -5206227.500000 Penalty: 1028.358887
	Iteration 6F: 3 clusters Score -5206228 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5208279.000000 Penalty: 1028.358887
	Iteration 7F: 3 clusters Score -5208279 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5209098.500000 Penalty: 1028.358887
	Iteration 8Q: 3 clusters Score -5209098 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5209479.000000 Penalty: 1028.358887
	Iteration 9Q: 3 clusters Score -5209479 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -5209865.000000 Penalty: 1028.358887
	Iteration 10Q: 3 clusters Score -5209865 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5210138.000000 Penalty: 1028.358887
	Iteration 11Q: 3 clusters Score -5210138 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5210396.000000 Penalty: 1028.358887
	Iteration 12Q: 3 clusters Score -5210396 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5210591.500000 Penalty: 1028.358887
	Iteration 13Q: 3 clusters Score -5210592 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5210794.500000 Penalty: 1028.358887
	Iteration 14Q: 3 clusters Score -5210794 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -5210933.500000 Penalty: 1028.358887
	Iteration 15Q: 3 clusters Score -5210934 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5211130.500000 Penalty: 1028.358887
	Iteration 16Q: 3 clusters Score -5211130 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -5211276.500000 Penalty: 1028.358887
	Iteration 17Q: 3 clusters Score -5211276 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -5211398.500000 Penalty: 1028.358887
	Iteration 18Q: 3 clusters Score -5211398 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5211474.000000 Penalty: 1028.358887
	Iteration 19Q: 3 clusters Score -5211474 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5211540 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5211618 nChanged 496
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Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5211650 nChanged 417
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5211700 nChanged 387
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Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5211759 nChanged 366
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5211786 nChanged 326
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Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5211814 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5211816 nChanged 252
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5211854 nChanged 235
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5211880 nChanged 226
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Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5211900 nChanged 221
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Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5211944 nChanged 206
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Mstep: Class 1 contains 45637 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5211969 nChanged 221
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Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5212004 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5212040 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5212068 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5212098 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5212106 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5212126 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5212112 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5212126 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5212169 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5212186 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5212204 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5212198 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5212189 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5212213 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5212212 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5212218 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5212236 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5212240 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5212254 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5212261 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46652 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5212267 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5212276 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5212273 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5212279 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46649 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5212284 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5212287 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5212281 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5212292.000000 Penalty: 1028.358887
	Iteration 60F: 3 clusters Score -5212292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5212296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5212303.500000 Penalty: 1028.358887
	Iteration 62Q: 3 clusters Score -5212304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5212304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5212306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5212308 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5212304 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5212303 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5212311 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5212313 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5212314 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -5212315.500000 Penalty: 1028.358887
	Iteration 71Q: 3 clusters Score -5212316 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5212314 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -5212317.000000 Penalty: 1028.358887
	Iteration 73Q: 3 clusters Score -5212317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -5212309.500000 Penalty: 1028.358887
	Iteration 74Q: 3 clusters Score -5212310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -5212319.500000 Penalty: 1028.358887
	Iteration 75Q: 3 clusters Score -5212320 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5212317 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -5212318.000000 Penalty: 1028.358887
	Iteration 77Q: 3 clusters Score -5212318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5212318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5212319 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5212320 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5212319 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5212318 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5212315.500000 Penalty: 1028.358887
	Iteration 83Q: 3 clusters Score -5212316 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5212311.500000 Penalty: 1028.358887
	Iteration 84Q: 3 clusters Score -5212312 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5212311 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5212317.500000 Penalty: 1028.358887
	Iteration 86Q: 3 clusters Score -5212318 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5212316.000000 Penalty: 1028.358887
	Iteration 87Q: 3 clusters Score -5212316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -5212313.000000 Penalty: 1028.358887
	Iteration 88Q: 3 clusters Score -5212313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -5212310.500000 Penalty: 1028.358887
	Iteration 89Q: 3 clusters Score -5212310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -5212305.000000 Penalty: 1028.358887
	Iteration 90Q: 3 clusters Score -5212305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -5212299.000000 Penalty: 1028.358887
	Iteration 91Q: 3 clusters Score -5212299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -5212289.500000 Penalty: 1028.358887
	Iteration 92Q: 3 clusters Score -5212290 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5212291 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5212296 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5212293 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5212294 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5212293.500000 Penalty: 1028.358887
	Iteration 97Q: 3 clusters Score -5212294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5212294 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -5212289.500000 Penalty: 1028.358887
	Iteration 99Q: 3 clusters Score -5212290 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -5212293.000000 Penalty: 1028.358887
	Iteration 100F: 3 clusters Score -5212293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -5212297.500000 Penalty: 1028.358887
	Iteration 101Q: 3 clusters Score -5212298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5212296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5212295.500000 Penalty: 1028.358887
	Iteration 103Q: 3 clusters Score -5212296 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5212295.500000 Penalty: 1028.358887
	Iteration 104F: 3 clusters Score -5212296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 46590 members 
Mstep: Class 12 contains 78895 members 
Mstep: Class 13 contains 32010 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 67234 members 
Mstep: Class 23 contains 34284 members 
Entering Unmasked Estep 
Score: -42196360.000000 Penalty: 14079.773438
Splitting cluster 11 changes total score from -42194432.000000 to -42196360.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (78895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78895 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -4924068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39550 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4874293 nChanged 38400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4898475 nChanged 4018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4900484 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4903779.500000 Penalty: 1026.104492
	Iteration 3F: 3 clusters Score -4903780 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4908408 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4912240.000000 Penalty: 1026.104492
	Iteration 5F: 3 clusters Score -4912240 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4913946.500000 Penalty: 1026.104492
	Iteration 6Q: 3 clusters Score -4913946 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4914449.500000 Penalty: 1026.104492
	Iteration 7Q: 3 clusters Score -4914450 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4914796.000000 Penalty: 1026.104492
	Iteration 8Q: 3 clusters Score -4914796 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4915122.500000 Penalty: 1026.104492
	Iteration 9Q: 3 clusters Score -4915122 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4915459.500000 Penalty: 1026.104492
	Iteration 10Q: 3 clusters Score -4915460 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4915820.000000 Penalty: 1026.104492
	Iteration 11Q: 3 clusters Score -4915820 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4916154.500000 Penalty: 1026.104492
	Iteration 12Q: 3 clusters Score -4916154 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4916506.500000 Penalty: 1026.104492
	Iteration 13Q: 3 clusters Score -4916506 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4916936.500000 Penalty: 1026.104492
	Iteration 14Q: 3 clusters Score -4916936 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4917425.500000 Penalty: 1026.104492
	Iteration 15Q: 3 clusters Score -4917426 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4918027.500000 Penalty: 1026.104492
	Iteration 16Q: 3 clusters Score -4918028 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4918635.000000 Penalty: 1026.104492
	Iteration 17Q: 3 clusters Score -4918635 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4919470.500000 Penalty: 1026.104492
	Iteration 18Q: 3 clusters Score -4919470 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -4920208.000000 Penalty: 1026.104492
	Iteration 19Q: 3 clusters Score -4920208 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4920930.500000 Penalty: 1026.104492
	Iteration 20F: 3 clusters Score -4920930 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4921598.500000 Penalty: 1026.104492
	Iteration 21Q: 3 clusters Score -4921598 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4922251.000000 Penalty: 1026.104492
	Iteration 22Q: 3 clusters Score -4922251 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4922736.000000 Penalty: 1026.104492
	Iteration 23Q: 3 clusters Score -4922736 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4923197.500000 Penalty: 1026.104492
	Iteration 24Q: 3 clusters Score -4923198 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4923499.500000 Penalty: 1026.104492
	Iteration 25Q: 3 clusters Score -4923500 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4923756.000000 Penalty: 1026.104492
	Iteration 26Q: 3 clusters Score -4923756 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4923985.500000 Penalty: 1026.104492
	Iteration 27Q: 3 clusters Score -4923986 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4924159.000000 Penalty: 1026.104492
	Iteration 28Q: 3 clusters Score -4924159 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4924303.000000 Penalty: 1026.104492
	Iteration 29Q: 3 clusters Score -4924303 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4924448.000000 Penalty: 1026.104492
	Iteration 30Q: 3 clusters Score -4924448 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4924620.000000 Penalty: 1026.104492
	Iteration 31Q: 3 clusters Score -4924620 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4924749.500000 Penalty: 1026.104492
	Iteration 32Q: 3 clusters Score -4924750 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4924893.000000 Penalty: 1026.104492
	Iteration 33Q: 3 clusters Score -4924893 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -4924991.500000 Penalty: 1026.104492
	Iteration 34Q: 3 clusters Score -4924992 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -4925108.000000 Penalty: 1026.104492
	Iteration 35Q: 3 clusters Score -4925108 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4925225.000000 Penalty: 1026.104492
	Iteration 36Q: 3 clusters Score -4925225 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4925358 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4925437.500000 Penalty: 1026.104492
	Iteration 38Q: 3 clusters Score -4925438 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4925504.000000 Penalty: 1026.104492
	Iteration 39Q: 3 clusters Score -4925504 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4925575.500000 Penalty: 1026.104492
	Iteration 40F: 3 clusters Score -4925576 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4925634.000000 Penalty: 1026.104492
	Iteration 41Q: 3 clusters Score -4925634 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4925687.000000 Penalty: 1026.104492
	Iteration 42Q: 3 clusters Score -4925687 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -4925759.000000 Penalty: 1026.104492
	Iteration 43Q: 3 clusters Score -4925759 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4925831.000000 Penalty: 1026.104492
	Iteration 44Q: 3 clusters Score -4925831 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4925839.000000 Penalty: 1026.104492
	Iteration 45Q: 3 clusters Score -4925839 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4925942.000000 Penalty: 1026.104492
	Iteration 46Q: 3 clusters Score -4925942 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -4926007.000000 Penalty: 1026.104492
	Iteration 47Q: 3 clusters Score -4926007 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4926070.000000 Penalty: 1026.104492
	Iteration 48Q: 3 clusters Score -4926070 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4926109.500000 Penalty: 1026.104492
	Iteration 49Q: 3 clusters Score -4926110 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -4926142.000000 Penalty: 1026.104492
	Iteration 50Q: 3 clusters Score -4926142 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4926172.500000 Penalty: 1026.104492
	Iteration 51Q: 3 clusters Score -4926172 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4926144.500000 Penalty: 1026.104492
	Iteration 52Q: 3 clusters Score -4926144 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4926142.500000 Penalty: 1026.104492
	Iteration 53Q: 3 clusters Score -4926142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4926087.000000 Penalty: 1026.104492
	Iteration 54Q: 3 clusters Score -4926087 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4926080.000000 Penalty: 1026.104492
	Iteration 55Q: 3 clusters Score -4926080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4926058.000000 Penalty: 1026.104492
	Iteration 56Q: 3 clusters Score -4926058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4926036.000000 Penalty: 1026.104492
	Iteration 57Q: 3 clusters Score -4926036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4926015.500000 Penalty: 1026.104492
	Iteration 58Q: 3 clusters Score -4926016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4925990.500000 Penalty: 1026.104492
	Iteration 59Q: 3 clusters Score -4925990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4925982.500000 Penalty: 1026.104492
	Iteration 60F: 3 clusters Score -4925982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4925994.000000 Penalty: 1026.104492
	Iteration 61Q: 3 clusters Score -4925994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4925982.000000 Penalty: 1026.104492
	Iteration 62Q: 3 clusters Score -4925982 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4925955.000000 Penalty: 1026.104492
	Iteration 63Q: 3 clusters Score -4925955 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4925901.000000 Penalty: 1026.104492
	Iteration 64Q: 3 clusters Score -4925901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4925911.000000 Penalty: 1026.104492
	Iteration 65Q: 3 clusters Score -4925911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4925890.500000 Penalty: 1026.104492
	Iteration 66Q: 3 clusters Score -4925890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4925885.000000 Penalty: 1026.104492
	Iteration 67Q: 3 clusters Score -4925885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4925863.000000 Penalty: 1026.104492
	Iteration 68Q: 3 clusters Score -4925863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4925838.500000 Penalty: 1026.104492
	Iteration 69Q: 3 clusters Score -4925838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4925839.000000 Penalty: 1026.104492
	Iteration 70Q: 3 clusters Score -4925839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4925809.500000 Penalty: 1026.104492
	Iteration 71Q: 3 clusters Score -4925810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4925801.500000 Penalty: 1026.104492
	Iteration 72Q: 3 clusters Score -4925802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4925799.500000 Penalty: 1026.104492
	Iteration 73Q: 3 clusters Score -4925800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4925769.500000 Penalty: 1026.104492
	Iteration 74Q: 3 clusters Score -4925770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4925770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4925755.000000 Penalty: 1026.104492
	Iteration 76Q: 3 clusters Score -4925755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4925739.500000 Penalty: 1026.104492
	Iteration 77Q: 3 clusters Score -4925740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4925684.500000 Penalty: 1026.104492
	Iteration 78Q: 3 clusters Score -4925684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4925663.000000 Penalty: 1026.104492
	Iteration 79Q: 3 clusters Score -4925663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4925647.500000 Penalty: 1026.104492
	Iteration 80F: 3 clusters Score -4925648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4925616.000000 Penalty: 1026.104492
	Iteration 81Q: 3 clusters Score -4925616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4925589.500000 Penalty: 1026.104492
	Iteration 82Q: 3 clusters Score -4925590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4925557.000000 Penalty: 1026.104492
	Iteration 83Q: 3 clusters Score -4925557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4925527.000000 Penalty: 1026.104492
	Iteration 84Q: 3 clusters Score -4925527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4925519.500000 Penalty: 1026.104492
	Iteration 85Q: 3 clusters Score -4925520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4925498.000000 Penalty: 1026.104492
	Iteration 86Q: 3 clusters Score -4925498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4925482.500000 Penalty: 1026.104492
	Iteration 87Q: 3 clusters Score -4925482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4925480.500000 Penalty: 1026.104492
	Iteration 88Q: 3 clusters Score -4925480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4925475.000000 Penalty: 1026.104492
	Iteration 89Q: 3 clusters Score -4925475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4925467.000000 Penalty: 1026.104492
	Iteration 90Q: 3 clusters Score -4925467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4925450.500000 Penalty: 1026.104492
	Iteration 91Q: 3 clusters Score -4925450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4925445.500000 Penalty: 1026.104492
	Iteration 92Q: 3 clusters Score -4925446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4925431.000000 Penalty: 1026.104492
	Iteration 93Q: 3 clusters Score -4925431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4925424.000000 Penalty: 1026.104492
	Iteration 94Q: 3 clusters Score -4925424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4925403.000000 Penalty: 1026.104492
	Iteration 95Q: 3 clusters Score -4925403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4925359.500000 Penalty: 1026.104492
	Iteration 96Q: 3 clusters Score -4925360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4925330.000000 Penalty: 1026.104492
	Iteration 97Q: 3 clusters Score -4925330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4925299.500000 Penalty: 1026.104492
	Iteration 98Q: 3 clusters Score -4925300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4925290.000000 Penalty: 1026.104492
	Iteration 99Q: 3 clusters Score -4925290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4925256.500000 Penalty: 1026.104492
	Iteration 100F: 3 clusters Score -4925256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4925235.500000 Penalty: 1026.104492
	Iteration 101Q: 3 clusters Score -4925236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4925205.500000 Penalty: 1026.104492
	Iteration 102Q: 3 clusters Score -4925206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4925194.000000 Penalty: 1026.104492
	Iteration 103Q: 3 clusters Score -4925194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4925179.000000 Penalty: 1026.104492
	Iteration 104Q: 3 clusters Score -4925179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4925147.000000 Penalty: 1026.104492
	Iteration 105Q: 3 clusters Score -4925147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4925112.500000 Penalty: 1026.104492
	Iteration 106Q: 3 clusters Score -4925112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4925092.500000 Penalty: 1026.104492
	Iteration 107Q: 3 clusters Score -4925092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4925059.500000 Penalty: 1026.104492
	Iteration 108Q: 3 clusters Score -4925060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4925042.500000 Penalty: 1026.104492
	Iteration 109Q: 3 clusters Score -4925042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4925025.000000 Penalty: 1026.104492
	Iteration 110Q: 3 clusters Score -4925025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4925001.000000 Penalty: 1026.104492
	Iteration 111Q: 3 clusters Score -4925001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4924999.000000 Penalty: 1026.104492
	Iteration 112Q: 3 clusters Score -4924999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4924973.500000 Penalty: 1026.104492
	Iteration 113Q: 3 clusters Score -4924974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4924960.500000 Penalty: 1026.104492
	Iteration 114Q: 3 clusters Score -4924960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4924946.000000 Penalty: 1026.104492
	Iteration 115Q: 3 clusters Score -4924946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4924909.000000 Penalty: 1026.104492
	Iteration 116Q: 3 clusters Score -4924909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4924886.000000 Penalty: 1026.104492
	Iteration 117Q: 3 clusters Score -4924886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4924855.000000 Penalty: 1026.104492
	Iteration 118Q: 3 clusters Score -4924855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4924841.500000 Penalty: 1026.104492
	Iteration 119Q: 3 clusters Score -4924842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4924826.500000 Penalty: 1026.104492
	Iteration 120F: 3 clusters Score -4924826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4924802.000000 Penalty: 1026.104492
	Iteration 121Q: 3 clusters Score -4924802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4924772.500000 Penalty: 1026.104492
	Iteration 122Q: 3 clusters Score -4924772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4924751.500000 Penalty: 1026.104492
	Iteration 123Q: 3 clusters Score -4924752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4924737.500000 Penalty: 1026.104492
	Iteration 124Q: 3 clusters Score -4924738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4924708.500000 Penalty: 1026.104492
	Iteration 125Q: 3 clusters Score -4924708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4924697.500000 Penalty: 1026.104492
	Iteration 126Q: 3 clusters Score -4924698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4924685.500000 Penalty: 1026.104492
	Iteration 127Q: 3 clusters Score -4924686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4924670.000000 Penalty: 1026.104492
	Iteration 128Q: 3 clusters Score -4924670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4924656.000000 Penalty: 1026.104492
	Iteration 129Q: 3 clusters Score -4924656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4924634.000000 Penalty: 1026.104492
	Iteration 130Q: 3 clusters Score -4924634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4924619.500000 Penalty: 1026.104492
	Iteration 131Q: 3 clusters Score -4924620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4924610.000000 Penalty: 1026.104492
	Iteration 132Q: 3 clusters Score -4924610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4924603.000000 Penalty: 1026.104492
	Iteration 133Q: 3 clusters Score -4924603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4924595.000000 Penalty: 1026.104492
	Iteration 134Q: 3 clusters Score -4924595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4924586.000000 Penalty: 1026.104492
	Iteration 135Q: 3 clusters Score -4924586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4924582.000000 Penalty: 1026.104492
	Iteration 136Q: 3 clusters Score -4924582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4924571.500000 Penalty: 1026.104492
	Iteration 137Q: 3 clusters Score -4924572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4924574.500000 Penalty: 1026.104492
	Iteration 138Q: 3 clusters Score -4924574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4924573.500000 Penalty: 1026.104492
	Iteration 139Q: 3 clusters Score -4924574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4924572.000000 Penalty: 1026.104492
	Iteration 140F: 3 clusters Score -4924572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4924567.000000 Penalty: 1026.104492
	Iteration 141Q: 3 clusters Score -4924567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4924565.000000 Penalty: 1026.104492
	Iteration 142Q: 3 clusters Score -4924565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4924565.000000 Penalty: 1026.104492
	Iteration 143F: 3 clusters Score -4924565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 46590 members 
Mstep: Class 12 contains 77608 members 
Mstep: Class 13 contains 32010 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 67234 members 
Mstep: Class 23 contains 34284 members 
Mstep: Class 24 contains 1287 members 
Entering Unmasked Estep 
Score: -42196804.000000 Penalty: 14691.937500
Splitting cluster 12 changes total score from -42194432.000000 to -42196804.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (32010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Entering Unmasked Estep 
Score: -2069328.500000 Penalty: 472.008087
	Iteration 0F: 2 clusters Score -2069328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2047964.375000 Penalty: 944.016174
	Iteration 0F: 3 clusters Score -2047964 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2056937.625000 Penalty: 944.016174
	Iteration 1F: 3 clusters Score -2056938 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2057489.500000 Penalty: 944.016174
	Iteration 2Q: 3 clusters Score -2057490 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2058262.625000 Penalty: 944.016174
	Iteration 3Q: 3 clusters Score -2058263 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2059433.375000 Penalty: 944.016174
	Iteration 4F: 3 clusters Score -2059433 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2061325.750000 Penalty: 944.016174
	Iteration 5F: 3 clusters Score -2061326 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2063290.625000 Penalty: 944.016174
	Iteration 6F: 3 clusters Score -2063291 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2064613.625000 Penalty: 944.016174
	Iteration 7F: 3 clusters Score -2064614 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2065254.875000 Penalty: 944.016174
	Iteration 8Q: 3 clusters Score -2065255 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2065576.000000 Penalty: 944.016174
	Iteration 9Q: 3 clusters Score -2065576 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2065773.500000 Penalty: 944.016174
	Iteration 10Q: 3 clusters Score -2065774 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2065954.375000 Penalty: 944.016174
	Iteration 11Q: 3 clusters Score -2065954 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2066121.750000 Penalty: 944.016174
	Iteration 12Q: 3 clusters Score -2066122 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2066272.000000 Penalty: 944.016174
	Iteration 13Q: 3 clusters Score -2066272 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2066417.875000 Penalty: 944.016174
	Iteration 14Q: 3 clusters Score -2066418 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2066569.250000 Penalty: 944.016174
	Iteration 15Q: 3 clusters Score -2066569 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2066716.500000 Penalty: 944.016174
	Iteration 16Q: 3 clusters Score -2066716 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2066859.125000 Penalty: 944.016174
	Iteration 17Q: 3 clusters Score -2066859 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2067036.625000 Penalty: 944.016174
	Iteration 18Q: 3 clusters Score -2067037 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2067201.125000 Penalty: 944.016174
	Iteration 19Q: 3 clusters Score -2067201 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2067339.000000 Penalty: 944.016174
	Iteration 20F: 3 clusters Score -2067339 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2067492.750000 Penalty: 944.016174
	Iteration 21Q: 3 clusters Score -2067493 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2067635.250000 Penalty: 944.016174
	Iteration 22Q: 3 clusters Score -2067635 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2067781.750000 Penalty: 944.016174
	Iteration 23Q: 3 clusters Score -2067782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2067904.125000 Penalty: 944.016174
	Iteration 24Q: 3 clusters Score -2067904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2068023.625000 Penalty: 944.016174
	Iteration 25Q: 3 clusters Score -2068024 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2068127.625000 Penalty: 944.016174
	Iteration 26Q: 3 clusters Score -2068128 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2068245.250000 Penalty: 944.016174
	Iteration 27Q: 3 clusters Score -2068245 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2068364.750000 Penalty: 944.016174
	Iteration 28Q: 3 clusters Score -2068365 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2068457.625000 Penalty: 944.016174
	Iteration 29Q: 3 clusters Score -2068458 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2068523.750000 Penalty: 944.016174
	Iteration 30Q: 3 clusters Score -2068524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2068567.625000 Penalty: 944.016174
	Iteration 31Q: 3 clusters Score -2068568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2068608.500000 Penalty: 944.016174
	Iteration 32Q: 3 clusters Score -2068608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2068645.125000 Penalty: 944.016174
	Iteration 33Q: 3 clusters Score -2068645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2068673.625000 Penalty: 944.016174
	Iteration 34Q: 3 clusters Score -2068674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2068700.125000 Penalty: 944.016174
	Iteration 35Q: 3 clusters Score -2068700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2068712.125000 Penalty: 944.016174
	Iteration 36Q: 3 clusters Score -2068712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2068720.500000 Penalty: 944.016174
	Iteration 37Q: 3 clusters Score -2068720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2068731.625000 Penalty: 944.016174
	Iteration 38Q: 3 clusters Score -2068732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2068748.125000 Penalty: 944.016174
	Iteration 39Q: 3 clusters Score -2068748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2068763.625000 Penalty: 944.016174
	Iteration 40F: 3 clusters Score -2068764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2068773.000000 Penalty: 944.016174
	Iteration 41Q: 3 clusters Score -2068773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2068793.500000 Penalty: 944.016174
	Iteration 42Q: 3 clusters Score -2068794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2068808.250000 Penalty: 944.016174
	Iteration 43Q: 3 clusters Score -2068808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2068823.125000 Penalty: 944.016174
	Iteration 44Q: 3 clusters Score -2068823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2068832.625000 Penalty: 944.016174
	Iteration 45Q: 3 clusters Score -2068833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2068851.125000 Penalty: 944.016174
	Iteration 46Q: 3 clusters Score -2068851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2068860.875000 Penalty: 944.016174
	Iteration 47Q: 3 clusters Score -2068861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2068873.250000 Penalty: 944.016174
	Iteration 48Q: 3 clusters Score -2068873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2068878.125000 Penalty: 944.016174
	Iteration 49Q: 3 clusters Score -2068878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2068886.000000 Penalty: 944.016174
	Iteration 50Q: 3 clusters Score -2068886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2068898.250000 Penalty: 944.016174
	Iteration 51Q: 3 clusters Score -2068898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2068907.500000 Penalty: 944.016174
	Iteration 52Q: 3 clusters Score -2068908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2068917.500000 Penalty: 944.016174
	Iteration 53Q: 3 clusters Score -2068918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2068924.125000 Penalty: 944.016174
	Iteration 54Q: 3 clusters Score -2068924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2068928.125000 Penalty: 944.016174
	Iteration 55Q: 3 clusters Score -2068928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2068933.000000 Penalty: 944.016174
	Iteration 56Q: 3 clusters Score -2068933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2068938.000000 Penalty: 944.016174
	Iteration 57Q: 3 clusters Score -2068938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2068941.500000 Penalty: 944.016174
	Iteration 58Q: 3 clusters Score -2068942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2068948.875000 Penalty: 944.016174
	Iteration 59Q: 3 clusters Score -2068949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2068953.125000 Penalty: 944.016174
	Iteration 60F: 3 clusters Score -2068953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2068956.875000 Penalty: 944.016174
	Iteration 61Q: 3 clusters Score -2068957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2068964.750000 Penalty: 944.016174
	Iteration 62Q: 3 clusters Score -2068965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2068966.125000 Penalty: 944.016174
	Iteration 63Q: 3 clusters Score -2068966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2068969.875000 Penalty: 944.016174
	Iteration 64Q: 3 clusters Score -2068970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2068969.875000 Penalty: 944.016174
	Iteration 65Q: 3 clusters Score -2068970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2068975.375000 Penalty: 944.016174
	Iteration 66Q: 3 clusters Score -2068975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2068979.250000 Penalty: 944.016174
	Iteration 67Q: 3 clusters Score -2068979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2068978.750000 Penalty: 944.016174
	Iteration 68Q: 3 clusters Score -2068979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2068981.125000 Penalty: 944.016174
	Iteration 69Q: 3 clusters Score -2068981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2068982.000000 Penalty: 944.016174
	Iteration 70Q: 3 clusters Score -2068982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2068983.750000 Penalty: 944.016174
	Iteration 71Q: 3 clusters Score -2068984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2068983.625000 Penalty: 944.016174
	Iteration 72Q: 3 clusters Score -2068984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2068985.250000 Penalty: 944.016174
	Iteration 73Q: 3 clusters Score -2068985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2068985.000000 Penalty: 944.016174
	Iteration 74Q: 3 clusters Score -2068985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2068985.750000 Penalty: 944.016174
	Iteration 75Q: 3 clusters Score -2068986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2068985.625000 Penalty: 944.016174
	Iteration 76Q: 3 clusters Score -2068986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2068985.500000 Penalty: 944.016174
	Iteration 77Q: 3 clusters Score -2068986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2068985.500000 Penalty: 944.016174
	Iteration 78F: 3 clusters Score -2068986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Entering Unmasked Estep 
Score: -5079566.000000 Penalty: 516.401184
	Iteration 0F: 2 clusters Score -5079566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5024569.500000 Penalty: 1032.802368
	Iteration 0F: 3 clusters Score -5024570 nChanged 41337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -5050130.000000 Penalty: 1032.802368
	Iteration 1F: 3 clusters Score -5050130 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -5052028.000000 Penalty: 1032.802368
	Iteration 2F: 3 clusters Score -5052028 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -5055254.500000 Penalty: 1032.802368
	Iteration 3F: 3 clusters Score -5055254 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -5060124.000000 Penalty: 1032.802368
	Iteration 4F: 3 clusters Score -5060124 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -5066292.000000 Penalty: 1032.802368
	Iteration 5F: 3 clusters Score -5066292 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -5072518.500000 Penalty: 1032.802368
	Iteration 6F: 3 clusters Score -5072518 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -5076699.500000 Penalty: 1032.802368
	Iteration 7Q: 3 clusters Score -5076700 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -5078417.500000 Penalty: 1032.802368
	Iteration 8Q: 3 clusters Score -5078418 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -5079147.000000 Penalty: 1032.802368
	Iteration 9Q: 3 clusters Score -5079147 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -5079320.500000 Penalty: 1032.802368
	Iteration 10Q: 3 clusters Score -5079320 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -5079374.000000 Penalty: 1032.802368
	Iteration 11Q: 3 clusters Score -5079374 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -5079461.000000 Penalty: 1032.802368
	Iteration 12Q: 3 clusters Score -5079461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -5079484.000000 Penalty: 1032.802368
	Iteration 13Q: 3 clusters Score -5079484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -5079499.500000 Penalty: 1032.802368
	Iteration 14Q: 3 clusters Score -5079500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -5079518.500000 Penalty: 1032.802368
	Iteration 15Q: 3 clusters Score -5079518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -5079505.000000 Penalty: 1032.802368
	Iteration 16Q: 3 clusters Score -5079505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -5079506.000000 Penalty: 1032.802368
	Iteration 17Q: 3 clusters Score -5079506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -5079511.000000 Penalty: 1032.802368
	Iteration 18Q: 3 clusters Score -5079511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -5079508.000000 Penalty: 1032.802368
	Iteration 19Q: 3 clusters Score -5079508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -5079496.000000 Penalty: 1032.802368
	Iteration 20F: 3 clusters Score -5079496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -5079492.000000 Penalty: 1032.802368
	Iteration 21Q: 3 clusters Score -5079492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -5079481.000000 Penalty: 1032.802368
	Iteration 22Q: 3 clusters Score -5079481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -5079478.000000 Penalty: 1032.802368
	Iteration 23Q: 3 clusters Score -5079478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -5079485.000000 Penalty: 1032.802368
	Iteration 24Q: 3 clusters Score -5079485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -5079477.500000 Penalty: 1032.802368
	Iteration 25Q: 3 clusters Score -5079478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -5079477.500000 Penalty: 1032.802368
	Iteration 26F: 3 clusters Score -5079478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Entering Unmasked Estep 
Score: -2097315.500000 Penalty: 472.253296
	Iteration 0F: 2 clusters Score -2097316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2076048.375000 Penalty: 944.506592
	Iteration 0F: 3 clusters Score -2076048 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2085011.625000 Penalty: 944.506592
	Iteration 1F: 3 clusters Score -2085012 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2085708.875000 Penalty: 944.506592
	Iteration 2Q: 3 clusters Score -2085709 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2086813.625000 Penalty: 944.506592
	Iteration 3F: 3 clusters Score -2086814 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2088462.375000 Penalty: 944.506592
	Iteration 4F: 3 clusters Score -2088462 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2090532.250000 Penalty: 944.506592
	Iteration 5F: 3 clusters Score -2090532 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2092659.750000 Penalty: 944.506592
	Iteration 6F: 3 clusters Score -2092660 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2094031.375000 Penalty: 944.506592
	Iteration 7Q: 3 clusters Score -2094031 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2094799.750000 Penalty: 944.506592
	Iteration 8Q: 3 clusters Score -2094800 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2095211.750000 Penalty: 944.506592
	Iteration 9Q: 3 clusters Score -2095212 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -2095490.750000 Penalty: 944.506592
	Iteration 10Q: 3 clusters Score -2095491 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2095705.500000 Penalty: 944.506592
	Iteration 11Q: 3 clusters Score -2095706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -2095886.750000 Penalty: 944.506592
	Iteration 12Q: 3 clusters Score -2095887 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -2096003.375000 Penalty: 944.506592
	Iteration 13Q: 3 clusters Score -2096003 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -2096091.750000 Penalty: 944.506592
	Iteration 14Q: 3 clusters Score -2096092 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2096171.250000 Penalty: 944.506592
	Iteration 15Q: 3 clusters Score -2096171 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -2096252.000000 Penalty: 944.506592
	Iteration 16Q: 3 clusters Score -2096252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -2096313.875000 Penalty: 944.506592
	Iteration 17Q: 3 clusters Score -2096314 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -2096357.125000 Penalty: 944.506592
	Iteration 18Q: 3 clusters Score -2096357 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -2096407.375000 Penalty: 944.506592
	Iteration 19Q: 3 clusters Score -2096407 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2096453.000000 Penalty: 944.506592
	Iteration 20F: 3 clusters Score -2096453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -2096479.500000 Penalty: 944.506592
	Iteration 21Q: 3 clusters Score -2096480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -2096508.625000 Penalty: 944.506592
	Iteration 22Q: 3 clusters Score -2096509 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -2096535.500000 Penalty: 944.506592
	Iteration 23Q: 3 clusters Score -2096536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -2096550.625000 Penalty: 944.506592
	Iteration 24Q: 3 clusters Score -2096551 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -2096569.625000 Penalty: 944.506592
	Iteration 25Q: 3 clusters Score -2096570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -2096587.625000 Penalty: 944.506592
	Iteration 26Q: 3 clusters Score -2096588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -2096602.125000 Penalty: 944.506592
	Iteration 27Q: 3 clusters Score -2096602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -2096611.000000 Penalty: 944.506592
	Iteration 28Q: 3 clusters Score -2096611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -2096614.250000 Penalty: 944.506592
	Iteration 29Q: 3 clusters Score -2096614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -2096630.000000 Penalty: 944.506592
	Iteration 30Q: 3 clusters Score -2096630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -2096634.375000 Penalty: 944.506592
	Iteration 31Q: 3 clusters Score -2096634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -2096643.625000 Penalty: 944.506592
	Iteration 32Q: 3 clusters Score -2096644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -2096647.125000 Penalty: 944.506592
	Iteration 33Q: 3 clusters Score -2096647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -2096656.250000 Penalty: 944.506592
	Iteration 34Q: 3 clusters Score -2096656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -2096668.750000 Penalty: 944.506592
	Iteration 35Q: 3 clusters Score -2096669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -2096681.125000 Penalty: 944.506592
	Iteration 36Q: 3 clusters Score -2096681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2096687.000000 Penalty: 944.506592
	Iteration 37Q: 3 clusters Score -2096687 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -2096699.250000 Penalty: 944.506592
	Iteration 38Q: 3 clusters Score -2096699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -2096713.250000 Penalty: 944.506592
	Iteration 39Q: 3 clusters Score -2096713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -2096720.250000 Penalty: 944.506592
	Iteration 40F: 3 clusters Score -2096720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -2096718.625000 Penalty: 944.506592
	Iteration 41Q: 3 clusters Score -2096719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -2096715.625000 Penalty: 944.506592
	Iteration 42Q: 3 clusters Score -2096716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -2096719.000000 Penalty: 944.506592
	Iteration 43Q: 3 clusters Score -2096719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -2096734.000000 Penalty: 944.506592
	Iteration 44Q: 3 clusters Score -2096734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -2096734.500000 Penalty: 944.506592
	Iteration 45Q: 3 clusters Score -2096734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -2096740.250000 Penalty: 944.506592
	Iteration 46Q: 3 clusters Score -2096740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -2096744.875000 Penalty: 944.506592
	Iteration 47Q: 3 clusters Score -2096745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -2096748.250000 Penalty: 944.506592
	Iteration 48Q: 3 clusters Score -2096748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -2096752.750000 Penalty: 944.506592
	Iteration 49Q: 3 clusters Score -2096753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -2096760.500000 Penalty: 944.506592
	Iteration 50Q: 3 clusters Score -2096760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -2096760.000000 Penalty: 944.506592
	Iteration 51Q: 3 clusters Score -2096760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -2096765.125000 Penalty: 944.506592
	Iteration 52Q: 3 clusters Score -2096765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -2096766.375000 Penalty: 944.506592
	Iteration 53Q: 3 clusters Score -2096766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -2096765.375000 Penalty: 944.506592
	Iteration 54Q: 3 clusters Score -2096765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -2096764.000000 Penalty: 944.506592
	Iteration 55Q: 3 clusters Score -2096764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -2096768.125000 Penalty: 944.506592
	Iteration 56Q: 3 clusters Score -2096768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -2096769.625000 Penalty: 944.506592
	Iteration 57Q: 3 clusters Score -2096770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -2096777.375000 Penalty: 944.506592
	Iteration 58Q: 3 clusters Score -2096777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -2096784.625000 Penalty: 944.506592
	Iteration 59Q: 3 clusters Score -2096785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -2096785.875000 Penalty: 944.506592
	Iteration 60F: 3 clusters Score -2096786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -2096791.000000 Penalty: 944.506592
	Iteration 61Q: 3 clusters Score -2096791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -2096794.625000 Penalty: 944.506592
	Iteration 62Q: 3 clusters Score -2096795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -2096800.625000 Penalty: 944.506592
	Iteration 63Q: 3 clusters Score -2096801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -2096812.750000 Penalty: 944.506592
	Iteration 64Q: 3 clusters Score -2096813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -2096823.250000 Penalty: 944.506592
	Iteration 65Q: 3 clusters Score -2096823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -2096829.625000 Penalty: 944.506592
	Iteration 66Q: 3 clusters Score -2096830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -2096838.625000 Penalty: 944.506592
	Iteration 67Q: 3 clusters Score -2096839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -2096840.125000 Penalty: 944.506592
	Iteration 68Q: 3 clusters Score -2096840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2096845.250000 Penalty: 944.506592
	Iteration 69Q: 3 clusters Score -2096845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -2096860.125000 Penalty: 944.506592
	Iteration 70Q: 3 clusters Score -2096860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -2096868.000000 Penalty: 944.506592
	Iteration 71Q: 3 clusters Score -2096868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -2096867.375000 Penalty: 944.506592
	Iteration 72Q: 3 clusters Score -2096867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -2096871.500000 Penalty: 944.506592
	Iteration 73Q: 3 clusters Score -2096872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -2096879.625000 Penalty: 944.506592
	Iteration 74Q: 3 clusters Score -2096880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -2096887.750000 Penalty: 944.506592
	Iteration 75Q: 3 clusters Score -2096888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -2096895.750000 Penalty: 944.506592
	Iteration 76Q: 3 clusters Score -2096896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -2096905.125000 Penalty: 944.506592
	Iteration 77Q: 3 clusters Score -2096905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2096912.375000 Penalty: 944.506592
	Iteration 78Q: 3 clusters Score -2096912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -2096926.625000 Penalty: 944.506592
	Iteration 79Q: 3 clusters Score -2096927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -2096935.625000 Penalty: 944.506592
	Iteration 80F: 3 clusters Score -2096936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -2096942.250000 Penalty: 944.506592
	Iteration 81Q: 3 clusters Score -2096942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -2096946.000000 Penalty: 944.506592
	Iteration 82Q: 3 clusters Score -2096946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2096946.125000 Penalty: 944.506592
	Iteration 83Q: 3 clusters Score -2096946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -2096951.375000 Penalty: 944.506592
	Iteration 84Q: 3 clusters Score -2096951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -2096951.375000 Penalty: 944.506592
	Iteration 85Q: 3 clusters Score -2096951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -2096953.250000 Penalty: 944.506592
	Iteration 86Q: 3 clusters Score -2096953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -2096952.875000 Penalty: 944.506592
	Iteration 87Q: 3 clusters Score -2096953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -2096951.750000 Penalty: 944.506592
	Iteration 88Q: 3 clusters Score -2096952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -2096954.125000 Penalty: 944.506592
	Iteration 89Q: 3 clusters Score -2096954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -2096962.375000 Penalty: 944.506592
	Iteration 90Q: 3 clusters Score -2096962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -2096962.375000 Penalty: 944.506592
	Iteration 91Q: 3 clusters Score -2096962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -2096967.875000 Penalty: 944.506592
	Iteration 92Q: 3 clusters Score -2096968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -2096971.000000 Penalty: 944.506592
	Iteration 93Q: 3 clusters Score -2096971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -2096971.250000 Penalty: 944.506592
	Iteration 94Q: 3 clusters Score -2096971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -2096972.250000 Penalty: 944.506592
	Iteration 95Q: 3 clusters Score -2096972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -2096972.250000 Penalty: 944.506592
	Iteration 96F: 3 clusters Score -2096972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -48371.027344 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -48371.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47635.132812 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -47635.13 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -48010.324219 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -48010.32 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -48159.128906 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -48159.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -48253.347656 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -48253.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -48301.285156 Penalty: 624.129395
	Iteration 4F: 3 clusters Score -48301.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48317.648438 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -48317.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -48322.445312 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -48322.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -48325.679688 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -48325.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -48328.691406 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -48328.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -48329.750000 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -48329.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -48330.312500 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -48330.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -48331.562500 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -48331.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -48335.261719 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -48335.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -48339.558594 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -48339.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -48341.339844 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -48341.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48344.335938 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -48344.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48346.417969 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -48346.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -48348.289062 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -48348.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -48351.312500 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -48351.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48354.179688 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -48354.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -48355.257812 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -48355.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -48356.148438 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -48356.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -48356.148438 Penalty: 624.129395
	Iteration 22F: 3 clusters Score -48356.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Entering Unmasked Estep 
Score: -1047683.187500 Penalty: 442.095032
	Iteration 0F: 2 clusters Score -1047683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1036502.375000 Penalty: 884.190063
	Iteration 0F: 3 clusters Score -1036502 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1041321.250000 Penalty: 884.190063
	Iteration 1F: 3 clusters Score -1041321 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1041639.937500 Penalty: 884.190063
	Iteration 2F: 3 clusters Score -1041640 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1042007.562500 Penalty: 884.190063
	Iteration 3F: 3 clusters Score -1042008 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1042435.562500 Penalty: 884.190063
	Iteration 4F: 3 clusters Score -1042436 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1042905.250000 Penalty: 884.190063
	Iteration 5F: 3 clusters Score -1042905 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1043428.875000 Penalty: 884.190063
	Iteration 6F: 3 clusters Score -1043429 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1043931.562500 Penalty: 884.190063
	Iteration 7F: 3 clusters Score -1043932 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1044394.687500 Penalty: 884.190063
	Iteration 8F: 3 clusters Score -1044395 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1044725.687500 Penalty: 884.190063
	Iteration 9Q: 3 clusters Score -1044726 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1044979.750000 Penalty: 884.190063
	Iteration 10Q: 3 clusters Score -1044980 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1045139.750000 Penalty: 884.190063
	Iteration 11Q: 3 clusters Score -1045140 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1045232.625000 Penalty: 884.190063
	Iteration 12Q: 3 clusters Score -1045233 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1045301.125000 Penalty: 884.190063
	Iteration 13Q: 3 clusters Score -1045301 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1045351.375000 Penalty: 884.190063
	Iteration 14Q: 3 clusters Score -1045351 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1045395.062500 Penalty: 884.190063
	Iteration 15Q: 3 clusters Score -1045395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1045428.000000 Penalty: 884.190063
	Iteration 16Q: 3 clusters Score -1045428 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1045454.312500 Penalty: 884.190063
	Iteration 17Q: 3 clusters Score -1045454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1045480.187500 Penalty: 884.190063
	Iteration 18Q: 3 clusters Score -1045480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1045506.875000 Penalty: 884.190063
	Iteration 19Q: 3 clusters Score -1045507 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1045544.125000 Penalty: 884.190063
	Iteration 20F: 3 clusters Score -1045544 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1045594.250000 Penalty: 884.190063
	Iteration 21Q: 3 clusters Score -1045594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1045645.812500 Penalty: 884.190063
	Iteration 22Q: 3 clusters Score -1045646 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1045715.812500 Penalty: 884.190063
	Iteration 23Q: 3 clusters Score -1045716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1045788.125000 Penalty: 884.190063
	Iteration 24Q: 3 clusters Score -1045788 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1045862.562500 Penalty: 884.190063
	Iteration 25Q: 3 clusters Score -1045863 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1045945.687500 Penalty: 884.190063
	Iteration 26Q: 3 clusters Score -1045946 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1046028.625000 Penalty: 884.190063
	Iteration 27Q: 3 clusters Score -1046029 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1046116.000000 Penalty: 884.190063
	Iteration 28Q: 3 clusters Score -1046116 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1046207.062500 Penalty: 884.190063
	Iteration 29Q: 3 clusters Score -1046207 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1046315.437500 Penalty: 884.190063
	Iteration 30Q: 3 clusters Score -1046315 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1046432.812500 Penalty: 884.190063
	Iteration 31Q: 3 clusters Score -1046433 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1046547.625000 Penalty: 884.190063
	Iteration 32Q: 3 clusters Score -1046548 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1046657.187500 Penalty: 884.190063
	Iteration 33Q: 3 clusters Score -1046657 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1046762.875000 Penalty: 884.190063
	Iteration 34Q: 3 clusters Score -1046763 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1046846.625000 Penalty: 884.190063
	Iteration 35Q: 3 clusters Score -1046847 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1046926.125000 Penalty: 884.190063
	Iteration 36Q: 3 clusters Score -1046926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1047005.375000 Penalty: 884.190063
	Iteration 37Q: 3 clusters Score -1047005 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1047065.187500 Penalty: 884.190063
	Iteration 38Q: 3 clusters Score -1047065 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1047136.562500 Penalty: 884.190063
	Iteration 39Q: 3 clusters Score -1047137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1047205.625000 Penalty: 884.190063
	Iteration 40F: 3 clusters Score -1047206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1047262.062500 Penalty: 884.190063
	Iteration 41Q: 3 clusters Score -1047262 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1047306.687500 Penalty: 884.190063
	Iteration 42Q: 3 clusters Score -1047307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1047349.250000 Penalty: 884.190063
	Iteration 43Q: 3 clusters Score -1047349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1047374.000000 Penalty: 884.190063
	Iteration 44Q: 3 clusters Score -1047374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1047398.375000 Penalty: 884.190063
	Iteration 45Q: 3 clusters Score -1047398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1047416.250000 Penalty: 884.190063
	Iteration 46Q: 3 clusters Score -1047416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1047434.437500 Penalty: 884.190063
	Iteration 47Q: 3 clusters Score -1047434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1047448.500000 Penalty: 884.190063
	Iteration 48Q: 3 clusters Score -1047448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1047466.750000 Penalty: 884.190063
	Iteration 49Q: 3 clusters Score -1047467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1047482.187500 Penalty: 884.190063
	Iteration 50Q: 3 clusters Score -1047482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1047495.937500 Penalty: 884.190063
	Iteration 51Q: 3 clusters Score -1047496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1047507.125000 Penalty: 884.190063
	Iteration 52Q: 3 clusters Score -1047507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1047516.750000 Penalty: 884.190063
	Iteration 53Q: 3 clusters Score -1047517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1047525.375000 Penalty: 884.190063
	Iteration 54Q: 3 clusters Score -1047525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1047532.562500 Penalty: 884.190063
	Iteration 55Q: 3 clusters Score -1047533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1047538.062500 Penalty: 884.190063
	Iteration 56Q: 3 clusters Score -1047538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1047541.687500 Penalty: 884.190063
	Iteration 57Q: 3 clusters Score -1047542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1047543.437500 Penalty: 884.190063
	Iteration 58Q: 3 clusters Score -1047543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1047545.625000 Penalty: 884.190063
	Iteration 59Q: 3 clusters Score -1047546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1047545.812500 Penalty: 884.190063
	Iteration 60F: 3 clusters Score -1047546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1047548.562500 Penalty: 884.190063
	Iteration 61Q: 3 clusters Score -1047549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1047548.625000 Penalty: 884.190063
	Iteration 62Q: 3 clusters Score -1047549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1047547.750000 Penalty: 884.190063
	Iteration 63Q: 3 clusters Score -1047548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1047550.062500 Penalty: 884.190063
	Iteration 64Q: 3 clusters Score -1047550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1047553.312500 Penalty: 884.190063
	Iteration 65Q: 3 clusters Score -1047553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1047554.312500 Penalty: 884.190063
	Iteration 66Q: 3 clusters Score -1047554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1047555.250000 Penalty: 884.190063
	Iteration 67Q: 3 clusters Score -1047555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1047556.750000 Penalty: 884.190063
	Iteration 68Q: 3 clusters Score -1047557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1047558.375000 Penalty: 884.190063
	Iteration 69Q: 3 clusters Score -1047558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1047558.312500 Penalty: 884.190063
	Iteration 70Q: 3 clusters Score -1047558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1047557.625000 Penalty: 884.190063
	Iteration 71Q: 3 clusters Score -1047558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1047559.625000 Penalty: 884.190063
	Iteration 72Q: 3 clusters Score -1047560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1047560.250000 Penalty: 884.190063
	Iteration 73Q: 3 clusters Score -1047560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1047561.062500 Penalty: 884.190063
	Iteration 74Q: 3 clusters Score -1047561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1047562.125000 Penalty: 884.190063
	Iteration 75Q: 3 clusters Score -1047562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1047563.625000 Penalty: 884.190063
	Iteration 76Q: 3 clusters Score -1047564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1047565.375000 Penalty: 884.190063
	Iteration 77Q: 3 clusters Score -1047565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1047564.125000 Penalty: 884.190063
	Iteration 78Q: 3 clusters Score -1047564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1047565.250000 Penalty: 884.190063
	Iteration 79Q: 3 clusters Score -1047565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1047566.312500 Penalty: 884.190063
	Iteration 80F: 3 clusters Score -1047566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1047566.187500 Penalty: 884.190063
	Iteration 81Q: 3 clusters Score -1047566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1047566.750000 Penalty: 884.190063
	Iteration 82Q: 3 clusters Score -1047567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1047567.062500 Penalty: 884.190063
	Iteration 83Q: 3 clusters Score -1047567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1047567.437500 Penalty: 884.190063
	Iteration 84Q: 3 clusters Score -1047567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1047567.437500 Penalty: 884.190063
	Iteration 85F: 3 clusters Score -1047567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -98410.554688 Penalty: 341.399689
	Iteration 0F: 2 clusters Score -98410.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97076.140625 Penalty: 682.799377
	Iteration 0F: 3 clusters Score -97076.14 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -97471.906250 Penalty: 682.799377
	Iteration 1F: 3 clusters Score -97471.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97546.562500 Penalty: 682.799377
	Iteration 2F: 3 clusters Score -97546.56 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97623.343750 Penalty: 682.799377
	Iteration 3F: 3 clusters Score -97623.34 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -97710.429688 Penalty: 682.799377
	Iteration 4F: 3 clusters Score -97710.43 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -97788.453125 Penalty: 682.799377
	Iteration 5F: 3 clusters Score -97788.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -97861.648438 Penalty: 682.799377
	Iteration 6F: 3 clusters Score -97861.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -97922.929688 Penalty: 682.799377
	Iteration 7F: 3 clusters Score -97922.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -97976.664062 Penalty: 682.799377
	Iteration 8Q: 3 clusters Score -97976.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -98031.023438 Penalty: 682.799377
	Iteration 9Q: 3 clusters Score -98031.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -98076.890625 Penalty: 682.799377
	Iteration 10Q: 3 clusters Score -98076.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -98114.632812 Penalty: 682.799377
	Iteration 11Q: 3 clusters Score -98114.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -98126.648438 Penalty: 682.799377
	Iteration 12Q: 3 clusters Score -98126.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -98132.500000 Penalty: 682.799377
	Iteration 13Q: 3 clusters Score -98132.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -98138.187500 Penalty: 682.799377
	Iteration 14Q: 3 clusters Score -98138.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -98142.921875 Penalty: 682.799377
	Iteration 15Q: 3 clusters Score -98142.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -98145.859375 Penalty: 682.799377
	Iteration 16Q: 3 clusters Score -98145.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -98148.437500 Penalty: 682.799377
	Iteration 17Q: 3 clusters Score -98148.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -98150.867188 Penalty: 682.799377
	Iteration 18Q: 3 clusters Score -98150.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -98152.148438 Penalty: 682.799377
	Iteration 19Q: 3 clusters Score -98152.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -98152.867188 Penalty: 682.799377
	Iteration 20F: 3 clusters Score -98152.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -98153.781250 Penalty: 682.799377
	Iteration 21Q: 3 clusters Score -98153.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -98153.781250 Penalty: 682.799377
	Iteration 22F: 3 clusters Score -98153.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -220195.046875 Penalty: 372.000214
	Iteration 0F: 2 clusters Score -220195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -217772.843750 Penalty: 744.000427
	Iteration 0F: 3 clusters Score -217772.8 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -218799.218750 Penalty: 744.000427
	Iteration 1F: 3 clusters Score -218799.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -219002.812500 Penalty: 744.000427
	Iteration 2F: 3 clusters Score -219002.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -219203.453125 Penalty: 744.000427
	Iteration 3F: 3 clusters Score -219203.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -219375.375000 Penalty: 744.000427
	Iteration 4F: 3 clusters Score -219375.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -219489.687500 Penalty: 744.000427
	Iteration 5F: 3 clusters Score -219489.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -219557.906250 Penalty: 744.000427
	Iteration 6Q: 3 clusters Score -219557.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -219581.171875 Penalty: 744.000427
	Iteration 7Q: 3 clusters Score -219581.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -219587.953125 Penalty: 744.000427
	Iteration 8Q: 3 clusters Score -219588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -219592.687500 Penalty: 744.000427
	Iteration 9Q: 3 clusters Score -219592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -219595.484375 Penalty: 744.000427
	Iteration 10Q: 3 clusters Score -219595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -219597.453125 Penalty: 744.000427
	Iteration 11Q: 3 clusters Score -219597.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -219600.000000 Penalty: 744.000427
	Iteration 12Q: 3 clusters Score -219600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -219603.750000 Penalty: 744.000427
	Iteration 13Q: 3 clusters Score -219603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -219608.890625 Penalty: 744.000427
	Iteration 14Q: 3 clusters Score -219608.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -219615.796875 Penalty: 744.000427
	Iteration 15Q: 3 clusters Score -219615.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -219622.093750 Penalty: 744.000427
	Iteration 16Q: 3 clusters Score -219622.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -219628.406250 Penalty: 744.000427
	Iteration 17Q: 3 clusters Score -219628.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -219634.500000 Penalty: 744.000427
	Iteration 18Q: 3 clusters Score -219634.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -219639.703125 Penalty: 744.000427
	Iteration 19Q: 3 clusters Score -219639.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -219645.734375 Penalty: 744.000427
	Iteration 20F: 3 clusters Score -219645.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -219651.500000 Penalty: 744.000427
	Iteration 21Q: 3 clusters Score -219651.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -219657.687500 Penalty: 744.000427
	Iteration 22Q: 3 clusters Score -219657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -219662.718750 Penalty: 744.000427
	Iteration 23Q: 3 clusters Score -219662.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -219668.578125 Penalty: 744.000427
	Iteration 24Q: 3 clusters Score -219668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -219673.640625 Penalty: 744.000427
	Iteration 25Q: 3 clusters Score -219673.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -219679.437500 Penalty: 744.000427
	Iteration 26Q: 3 clusters Score -219679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -219684.546875 Penalty: 744.000427
	Iteration 27Q: 3 clusters Score -219684.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -219691.281250 Penalty: 744.000427
	Iteration 28Q: 3 clusters Score -219691.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -219697.328125 Penalty: 744.000427
	Iteration 29Q: 3 clusters Score -219697.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -219702.812500 Penalty: 744.000427
	Iteration 30Q: 3 clusters Score -219702.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -219708.140625 Penalty: 744.000427
	Iteration 31Q: 3 clusters Score -219708.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -219711.281250 Penalty: 744.000427
	Iteration 32Q: 3 clusters Score -219711.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -219715.265625 Penalty: 744.000427
	Iteration 33Q: 3 clusters Score -219715.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -219719.359375 Penalty: 744.000427
	Iteration 34Q: 3 clusters Score -219719.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -219725.359375 Penalty: 744.000427
	Iteration 35Q: 3 clusters Score -219725.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -219735.093750 Penalty: 744.000427
	Iteration 36Q: 3 clusters Score -219735.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -219742.937500 Penalty: 744.000427
	Iteration 37Q: 3 clusters Score -219742.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -219747.109375 Penalty: 744.000427
	Iteration 38Q: 3 clusters Score -219747.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -219751.546875 Penalty: 744.000427
	Iteration 39Q: 3 clusters Score -219751.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -219755.937500 Penalty: 744.000427
	Iteration 40F: 3 clusters Score -219755.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -219760.000000 Penalty: 744.000427
	Iteration 41Q: 3 clusters Score -219760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -219764.718750 Penalty: 744.000427
	Iteration 42Q: 3 clusters Score -219764.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -219771.718750 Penalty: 744.000427
	Iteration 43Q: 3 clusters Score -219771.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -219777.937500 Penalty: 744.000427
	Iteration 44Q: 3 clusters Score -219777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -219782.953125 Penalty: 744.000427
	Iteration 45Q: 3 clusters Score -219783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -219785.625000 Penalty: 744.000427
	Iteration 46Q: 3 clusters Score -219785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219787.625000 Penalty: 744.000427
	Iteration 47Q: 3 clusters Score -219787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219788.093750 Penalty: 744.000427
	Iteration 48Q: 3 clusters Score -219788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -219788.984375 Penalty: 744.000427
	Iteration 49Q: 3 clusters Score -219789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219790.640625 Penalty: 744.000427
	Iteration 50Q: 3 clusters Score -219790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -219791.968750 Penalty: 744.000427
	Iteration 51Q: 3 clusters Score -219792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219792.468750 Penalty: 744.000427
	Iteration 52Q: 3 clusters Score -219792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -219794.093750 Penalty: 744.000427
	Iteration 53Q: 3 clusters Score -219794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -219794.468750 Penalty: 744.000427
	Iteration 54Q: 3 clusters Score -219794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219795.031250 Penalty: 744.000427
	Iteration 55Q: 3 clusters Score -219795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219796.359375 Penalty: 744.000427
	Iteration 56Q: 3 clusters Score -219796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -219797.125000 Penalty: 744.000427
	Iteration 57Q: 3 clusters Score -219797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219798.281250 Penalty: 744.000427
	Iteration 58Q: 3 clusters Score -219798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219798.734375 Penalty: 744.000427
	Iteration 59Q: 3 clusters Score -219798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219799.187500 Penalty: 744.000427
	Iteration 60F: 3 clusters Score -219799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219799.703125 Penalty: 744.000427
	Iteration 61Q: 3 clusters Score -219799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219799.640625 Penalty: 744.000427
	Iteration 62Q: 3 clusters Score -219799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219800.312500 Penalty: 744.000427
	Iteration 63Q: 3 clusters Score -219800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219800.281250 Penalty: 744.000427
	Iteration 64Q: 3 clusters Score -219800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -219800.640625 Penalty: 744.000427
	Iteration 65Q: 3 clusters Score -219800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -219800.546875 Penalty: 744.000427
	Iteration 66Q: 3 clusters Score -219800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219801.484375 Penalty: 744.000427
	Iteration 67Q: 3 clusters Score -219801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -219801.984375 Penalty: 744.000427
	Iteration 68Q: 3 clusters Score -219802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -219802.734375 Penalty: 744.000427
	Iteration 69Q: 3 clusters Score -219802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -219803.078125 Penalty: 744.000427
	Iteration 70Q: 3 clusters Score -219803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -219803.421875 Penalty: 744.000427
	Iteration 71Q: 3 clusters Score -219803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219803.500000 Penalty: 744.000427
	Iteration 72Q: 3 clusters Score -219803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -219803.765625 Penalty: 744.000427
	Iteration 73Q: 3 clusters Score -219803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -219805.046875 Penalty: 744.000427
	Iteration 74Q: 3 clusters Score -219805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219806.390625 Penalty: 744.000427
	Iteration 75Q: 3 clusters Score -219806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -219808.109375 Penalty: 744.000427
	Iteration 76Q: 3 clusters Score -219808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -219808.593750 Penalty: 744.000427
	Iteration 77Q: 3 clusters Score -219808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -219808.937500 Penalty: 744.000427
	Iteration 78Q: 3 clusters Score -219808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219809.921875 Penalty: 744.000427
	Iteration 79Q: 3 clusters Score -219809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219810.718750 Penalty: 744.000427
	Iteration 80F: 3 clusters Score -219810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219810.921875 Penalty: 744.000427
	Iteration 81Q: 3 clusters Score -219810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219810.921875 Penalty: 744.000427
	Iteration 82F: 3 clusters Score -219810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -5438.825684 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -5438.826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5227.998047 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -5227.998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5339.793945 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -5339.794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5375.126953 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -5375.127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5406.191406 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -5406.191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5417.214844 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -5417.215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5432.212891 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -5432.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5442.241699 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -5442.242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5471.153809 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -5471.154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5496.234375 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -5496.234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5496.234375 Penalty: 455.359100
	Iteration 9F: 3 clusters Score -5496.234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 46590 members 
Mstep: Class 12 contains 77608 members 
Mstep: Class 13 contains 32010 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 92 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 67234 members 
Mstep: Class 23 contains 34284 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 57 members 
Entering Unmasked Estep 
Score: -42196480.000000 Penalty: 15304.101562
Splitting cluster 20 changes total score from -42194432.000000 to -42196480.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -78870.281250 Penalty: 328.924683
	Iteration 0F: 2 clusters Score -78870.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77815.882812 Penalty: 657.849365
	Iteration 0F: 3 clusters Score -77815.88 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -78175.656250 Penalty: 657.849365
	Iteration 1F: 3 clusters Score -78175.66 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78318.328125 Penalty: 657.849365
	Iteration 2F: 3 clusters Score -78318.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -78505.085938 Penalty: 657.849365
	Iteration 3F: 3 clusters Score -78505.09 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -78652.718750 Penalty: 657.849365
	Iteration 4F: 3 clusters Score -78652.72 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -78770.437500 Penalty: 657.849365
	Iteration 5F: 3 clusters Score -78770.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -78842.023438 Penalty: 657.849365
	Iteration 6F: 3 clusters Score -78842.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -78872.757812 Penalty: 657.849365
	Iteration 7Q: 3 clusters Score -78872.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -78886.101562 Penalty: 657.849365
	Iteration 8Q: 3 clusters Score -78886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -78889.421875 Penalty: 657.849365
	Iteration 9Q: 3 clusters Score -78889.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -78891.101562 Penalty: 657.849365
	Iteration 10Q: 3 clusters Score -78891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -78892.687500 Penalty: 657.849365
	Iteration 11Q: 3 clusters Score -78892.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -78892.875000 Penalty: 657.849365
	Iteration 12Q: 3 clusters Score -78892.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -78892.875000 Penalty: 657.849365
	Iteration 13F: 3 clusters Score -78892.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 46590 members 
Mstep: Class 12 contains 77608 members 
Mstep: Class 13 contains 32010 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 92 members 
Mstep: Class 21 contains 233 members 
Mstep: Class 22 contains 67234 members 
Mstep: Class 23 contains 34284 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 57 members 
Mstep: Class 26 contains 1146 members 
Entering Unmasked Estep 
Score: -42196208.000000 Penalty: 15916.265625
Splitting cluster 21 changes total score from -42194432.000000 to -42196208.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 46590 members 
Mstep: Class 12 contains 77608 members 
Mstep: Class 13 contains 32010 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 92 members 
Mstep: Class 21 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201028.000000 Penalty: 15916.265625
Iteration 79Q: 27 clusters Score -4.220103e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 28269 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 2143 members 
Mstep: Class 6 contains 43436 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 42880 members 
Mstep: Class 9 contains 81519 members 
Mstep: Class 10 contains 8125 members 
Mstep: Class 11 contains 46349 members 
Mstep: Class 12 contains 78027 members 
Mstep: Class 13 contains 31973 members 
Mstep: Class 14 contains 85020 members 
Mstep: Class 15 contains 32555 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 16355 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 3704 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 65425 members 
Mstep: Class 23 contains 32903 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199512.000000 Penalty: 15916.265625
Iteration 80F: 27 clusters Score -4.219951e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 28293 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 43492 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 42884 members 
Mstep: Class 9 contains 81187 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 45627 members 
Mstep: Class 12 contains 77454 members 
Mstep: Class 13 contains 31936 members 
Mstep: Class 14 contains 84291 members 
Mstep: Class 15 contains 32195 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 16010 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 114 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 67386 members 
Mstep: Class 23 contains 33888 members 
Mstep: Class 24 contains 1370 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200488.000000 Penalty: 15916.265625
Iteration 81Q: 27 clusters Score -4.220049e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 28087 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 43575 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 42891 members 
Mstep: Class 9 contains 80976 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 45372 members 
Mstep: Class 12 contains 77405 members 
Mstep: Class 13 contains 31894 members 
Mstep: Class 14 contains 83442 members 
Mstep: Class 15 contains 31871 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 15729 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 19 contains 3719 members 
Mstep: Class 20 contains 117 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 69536 members 
Mstep: Class 23 contains 34688 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202648.000000 Penalty: 15916.265625
Iteration 82Q: 27 clusters Score -4.220265e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 27680 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 43627 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42898 members 
Mstep: Class 9 contains 80744 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 45354 members 
Mstep: Class 12 contains 77411 members 
Mstep: Class 13 contains 31841 members 
Mstep: Class 14 contains 82649 members 
Mstep: Class 15 contains 31548 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 15458 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 71744 members 
Mstep: Class 23 contains 35409 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204524.000000 Penalty: 15916.265625
Iteration 83Q: 27 clusters Score -4.220452e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 27164 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 43672 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 42878 members 
Mstep: Class 9 contains 80452 members 
Mstep: Class 10 contains 7989 members 
Mstep: Class 11 contains 45381 members 
Mstep: Class 12 contains 77352 members 
Mstep: Class 13 contains 31805 members 
Mstep: Class 14 contains 81939 members 
Mstep: Class 15 contains 31247 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 15209 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 3659 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 364 members 
Mstep: Class 22 contains 73870 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207000.000000 Penalty: 15916.265625
Iteration 84Q: 27 clusters Score -4.2207e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 43693 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 42846 members 
Mstep: Class 9 contains 80171 members 
Mstep: Class 10 contains 7996 members 
Mstep: Class 11 contains 45439 members 
Mstep: Class 12 contains 77207 members 
Mstep: Class 13 contains 31801 members 
Mstep: Class 14 contains 81409 members 
Mstep: Class 15 contains 30959 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 14871 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 76223 members 
Mstep: Class 23 contains 36708 members 
Mstep: Class 24 contains 1500 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209960.000000 Penalty: 15916.265625
Iteration 85Q: 27 clusters Score -4.220996e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 26044 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 43715 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 42818 members 
Mstep: Class 9 contains 79846 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 11 contains 45443 members 
Mstep: Class 12 contains 76863 members 
Mstep: Class 13 contains 31785 members 
Mstep: Class 14 contains 81107 members 
Mstep: Class 15 contains 30731 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 79018 members 
Mstep: Class 23 contains 37209 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212540.000000 Penalty: 15916.265625
Iteration 86Q: 27 clusters Score -4.221254e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 25362 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 43705 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 42796 members 
Mstep: Class 9 contains 79494 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 45380 members 
Mstep: Class 12 contains 76393 members 
Mstep: Class 13 contains 31760 members 
Mstep: Class 14 contains 81035 members 
Mstep: Class 15 contains 30546 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 13906 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 82180 members 
Mstep: Class 23 contains 37564 members 
Mstep: Class 24 contains 1539 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215112.000000 Penalty: 15916.265625
Iteration 87Q: 27 clusters Score -4.221511e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 24709 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 43693 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 42759 members 
Mstep: Class 9 contains 79217 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 45285 members 
Mstep: Class 12 contains 75943 members 
Mstep: Class 13 contains 31735 members 
Mstep: Class 14 contains 81005 members 
Mstep: Class 15 contains 30402 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 85057 members 
Mstep: Class 23 contains 37807 members 
Mstep: Class 24 contains 1554 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216992.000000 Penalty: 15916.265625
Iteration 88Q: 27 clusters Score -4.221699e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 24106 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 43682 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 42709 members 
Mstep: Class 9 contains 78950 members 
Mstep: Class 10 contains 8144 members 
Mstep: Class 11 contains 45150 members 
Mstep: Class 12 contains 75653 members 
Mstep: Class 13 contains 31704 members 
Mstep: Class 14 contains 81048 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 12658 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 87555 members 
Mstep: Class 23 contains 37989 members 
Mstep: Class 24 contains 1565 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217748.000000 Penalty: 15916.265625
Iteration 89Q: 27 clusters Score -4.221775e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 23621 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 43668 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 42657 members 
Mstep: Class 9 contains 78664 members 
Mstep: Class 10 contains 8202 members 
Mstep: Class 11 contains 44967 members 
Mstep: Class 12 contains 75472 members 
Mstep: Class 13 contains 31690 members 
Mstep: Class 14 contains 81199 members 
Mstep: Class 15 contains 30162 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 12097 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 423 members 
Mstep: Class 22 contains 89572 members 
Mstep: Class 23 contains 38115 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218224.000000 Penalty: 15916.265625
Iteration 90Q: 27 clusters Score -4.221822e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 23190 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 43641 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 42623 members 
Mstep: Class 9 contains 78467 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 44768 members 
Mstep: Class 12 contains 75354 members 
Mstep: Class 13 contains 31650 members 
Mstep: Class 14 contains 81400 members 
Mstep: Class 15 contains 30067 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 11595 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 90997 members 
Mstep: Class 23 contains 38233 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218344.000000 Penalty: 15916.265625
Iteration 91Q: 27 clusters Score -4.221834e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 22790 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 43581 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 42631 members 
Mstep: Class 9 contains 78387 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 44513 members 
Mstep: Class 12 contains 75300 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 81696 members 
Mstep: Class 15 contains 29996 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 1661 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 92096 members 
Mstep: Class 23 contains 38335 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218452.000000 Penalty: 15916.265625
Iteration 92Q: 27 clusters Score -4.221845e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 22450 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 43544 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 42636 members 
Mstep: Class 9 contains 78381 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 44280 members 
Mstep: Class 12 contains 75275 members 
Mstep: Class 13 contains 31561 members 
Mstep: Class 14 contains 82032 members 
Mstep: Class 15 contains 29935 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 92837 members 
Mstep: Class 23 contains 38460 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218076.000000 Penalty: 15916.265625
Iteration 93Q: 27 clusters Score -4.221808e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 22191 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 43505 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 42637 members 
Mstep: Class 9 contains 78460 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 44058 members 
Mstep: Class 12 contains 75287 members 
Mstep: Class 13 contains 31522 members 
Mstep: Class 14 contains 82284 members 
Mstep: Class 15 contains 29886 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 10355 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 93266 members 
Mstep: Class 23 contains 38554 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217696.000000 Penalty: 15916.265625
Iteration 94Q: 27 clusters Score -4.22177e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 22000 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 43486 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 42643 members 
Mstep: Class 9 contains 78536 members 
Mstep: Class 10 contains 8363 members 
Mstep: Class 11 contains 43896 members 
Mstep: Class 12 contains 75293 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 82532 members 
Mstep: Class 15 contains 29848 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 10043 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 93303 members 
Mstep: Class 23 contains 38658 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217468.000000 Penalty: 15916.265625
Iteration 95Q: 27 clusters Score -4.221747e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 21799 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 6 contains 43472 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 42678 members 
Mstep: Class 9 contains 78691 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 43752 members 
Mstep: Class 12 contains 75333 members 
Mstep: Class 13 contains 31435 members 
Mstep: Class 14 contains 82679 members 
Mstep: Class 15 contains 29825 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 9829 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 93139 members 
Mstep: Class 23 contains 38757 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217380.000000 Penalty: 15916.265625
Iteration 96Q: 27 clusters Score -4.221738e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 21661 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 43478 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 42721 members 
Mstep: Class 9 contains 78834 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 43621 members 
Mstep: Class 12 contains 75408 members 
Mstep: Class 13 contains 31389 members 
Mstep: Class 14 contains 82750 members 
Mstep: Class 15 contains 29801 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 9650 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 92756 members 
Mstep: Class 23 contains 38855 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217392.000000 Penalty: 15916.265625
Iteration 97Q: 27 clusters Score -4.221739e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 21545 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 43483 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 42728 members 
Mstep: Class 9 contains 78971 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 43515 members 
Mstep: Class 12 contains 75515 members 
Mstep: Class 13 contains 31363 members 
Mstep: Class 14 contains 82778 members 
Mstep: Class 15 contains 29792 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 9472 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 92178 members 
Mstep: Class 23 contains 38978 members 
Mstep: Class 24 contains 1596 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217612.000000 Penalty: 15916.265625
Iteration 98Q: 27 clusters Score -4.221761e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 21448 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 43474 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 42749 members 
Mstep: Class 9 contains 79072 members 
Mstep: Class 10 contains 8360 members 
Mstep: Class 11 contains 43416 members 
Mstep: Class 12 contains 75600 members 
Mstep: Class 13 contains 31323 members 
Mstep: Class 14 contains 82757 members 
Mstep: Class 15 contains 29783 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 91501 members 
Mstep: Class 23 contains 39126 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217912.000000 Penalty: 15916.265625
Iteration 99Q: 27 clusters Score -4.221791e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 3 contains 21369 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 43462 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 42769 members 
Mstep: Class 9 contains 79165 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 43393 members 
Mstep: Class 12 contains 75719 members 
Mstep: Class 13 contains 31274 members 
Mstep: Class 14 contains 82678 members 
Mstep: Class 15 contains 29761 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 90789 members 
Mstep: Class 23 contains 39245 members 
Mstep: Class 24 contains 1602 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218064.000000 Penalty: 15916.265625
Iteration 100F: 27 clusters Score -4.221806e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 6 contains 43456 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 42811 members 
Mstep: Class 9 contains 79225 members 
Mstep: Class 10 contains 8358 members 
Mstep: Class 11 contains 43351 members 
Mstep: Class 12 contains 75917 members 
Mstep: Class 13 contains 31198 members 
Mstep: Class 14 contains 82525 members 
Mstep: Class 15 contains 29747 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 9188 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 487 members 
Mstep: Class 22 contains 90100 members 
Mstep: Class 23 contains 39360 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218320.000000 Penalty: 15916.265625
Iteration 101Q: 27 clusters Score -4.221832e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 21208 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 43467 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 42855 members 
Mstep: Class 9 contains 79268 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 11 contains 43280 members 
Mstep: Class 12 contains 76230 members 
Mstep: Class 13 contains 31127 members 
Mstep: Class 14 contains 82378 members 
Mstep: Class 15 contains 29739 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 1573 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 89441 members 
Mstep: Class 23 contains 39475 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218520.000000 Penalty: 15916.265625
Iteration 102Q: 27 clusters Score -4.221852e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 43476 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 42874 members 
Mstep: Class 9 contains 79319 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 43216 members 
Mstep: Class 12 contains 76638 members 
Mstep: Class 13 contains 31093 members 
Mstep: Class 14 contains 82213 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 9017 members 
Mstep: Class 18 contains 1571 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 88867 members 
Mstep: Class 23 contains 39601 members 
Mstep: Class 24 contains 1635 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218876.000000 Penalty: 15916.265625
Iteration 103Q: 27 clusters Score -4.221888e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 21034 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 5357 members 
Mstep: Class 6 contains 43491 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 42882 members 
Mstep: Class 9 contains 79353 members 
Mstep: Class 10 contains 8403 members 
Mstep: Class 11 contains 43155 members 
Mstep: Class 12 contains 77031 members 
Mstep: Class 13 contains 31066 members 
Mstep: Class 14 contains 82110 members 
Mstep: Class 15 contains 29723 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 1569 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 88358 members 
Mstep: Class 23 contains 39759 members 
Mstep: Class 24 contains 1652 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219200.000000 Penalty: 15916.265625
Iteration 104Q: 27 clusters Score -4.22192e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 43503 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 42894 members 
Mstep: Class 9 contains 79439 members 
Mstep: Class 10 contains 8421 members 
Mstep: Class 11 contains 43095 members 
Mstep: Class 12 contains 77326 members 
Mstep: Class 13 contains 31037 members 
Mstep: Class 14 contains 82024 members 
Mstep: Class 15 contains 29701 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8816 members 
Mstep: Class 18 contains 1565 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 87868 members 
Mstep: Class 23 contains 39925 members 
Mstep: Class 24 contains 1669 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219228.000000 Penalty: 15916.265625
Iteration 105Q: 27 clusters Score -4.221923e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 20790 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 43526 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 42894 members 
Mstep: Class 9 contains 79573 members 
Mstep: Class 10 contains 8430 members 
Mstep: Class 11 contains 43028 members 
Mstep: Class 12 contains 77597 members 
Mstep: Class 13 contains 31015 members 
Mstep: Class 14 contains 82001 members 
Mstep: Class 15 contains 29689 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 1562 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 87364 members 
Mstep: Class 23 contains 40069 members 
Mstep: Class 24 contains 1674 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219536.000000 Penalty: 15916.265625
Iteration 106Q: 27 clusters Score -4.221954e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 43542 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 42875 members 
Mstep: Class 9 contains 79741 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 42946 members 
Mstep: Class 12 contains 77825 members 
Mstep: Class 13 contains 30994 members 
Mstep: Class 14 contains 81946 members 
Mstep: Class 15 contains 29689 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 86998 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219816.000000 Penalty: 15916.265625
Iteration 107Q: 27 clusters Score -4.221982e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 20530 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 43565 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 42879 members 
Mstep: Class 9 contains 79825 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 42898 members 
Mstep: Class 12 contains 78014 members 
Mstep: Class 13 contains 30961 members 
Mstep: Class 14 contains 81917 members 
Mstep: Class 15 contains 29688 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8502 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 86683 members 
Mstep: Class 23 contains 40373 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1416 members 
Entering Unmasked Estep 
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Score: -42219864.000000 Penalty: 15916.265625
Iteration 108Q: 27 clusters Score -4.221986e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 4046 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 43574 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 42886 members 
Mstep: Class 9 contains 79922 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 42825 members 
Mstep: Class 12 contains 78121 members 
Mstep: Class 13 contains 30923 members 
Mstep: Class 14 contains 81870 members 
Mstep: Class 15 contains 29689 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 86424 members 
Mstep: Class 23 contains 40537 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1418 members 
Entering Unmasked Estep 
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Iteration 109Q: 27 clusters Score -4.222012e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 20355 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 43572 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 42898 members 
Mstep: Class 9 contains 79989 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 42729 members 
Mstep: Class 12 contains 78208 members 
Mstep: Class 13 contains 30872 members 
Mstep: Class 14 contains 81865 members 
Mstep: Class 15 contains 29681 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8259 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 86214 members 
Mstep: Class 23 contains 40714 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1422 members 
Entering Unmasked Estep 
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Iteration 110Q: 27 clusters Score -4.222037e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 20308 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 43573 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 42920 members 
Mstep: Class 9 contains 80044 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 78268 members 
Mstep: Class 13 contains 30824 members 
Mstep: Class 14 contains 81849 members 
Mstep: Class 15 contains 29680 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8153 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 86026 members 
Mstep: Class 23 contains 40920 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1422 members 
Entering Unmasked Estep 
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Iteration 111Q: 27 clusters Score -4.222058e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 20232 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 43569 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 42960 members 
Mstep: Class 9 contains 80098 members 
Mstep: Class 10 contains 8516 members 
Mstep: Class 11 contains 42498 members 
Mstep: Class 12 contains 78269 members 
Mstep: Class 13 contains 30775 members 
Mstep: Class 14 contains 81799 members 
Mstep: Class 15 contains 29684 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 85875 members 
Mstep: Class 23 contains 41152 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220552.000000 Penalty: 15916.265625
Iteration 112Q: 27 clusters Score -4.222055e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 20193 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 43559 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 42997 members 
Mstep: Class 9 contains 80130 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 78223 members 
Mstep: Class 13 contains 30724 members 
Mstep: Class 14 contains 81733 members 
Mstep: Class 15 contains 29689 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 85775 members 
Mstep: Class 23 contains 41397 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220692.000000 Penalty: 15916.265625
Iteration 113Q: 27 clusters Score -4.222069e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 20172 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6024 members 
Mstep: Class 6 contains 43558 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 43037 members 
Mstep: Class 9 contains 80149 members 
Mstep: Class 10 contains 8536 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 78172 members 
Mstep: Class 13 contains 30665 members 
Mstep: Class 14 contains 81663 members 
Mstep: Class 15 contains 29688 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 85778 members 
Mstep: Class 23 contains 41661 members 
Mstep: Class 24 contains 1702 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220824.000000 Penalty: 15916.265625
Iteration 114Q: 27 clusters Score -4.222082e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 20124 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 43555 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 43074 members 
Mstep: Class 9 contains 80188 members 
Mstep: Class 10 contains 8550 members 
Mstep: Class 11 contains 42102 members 
Mstep: Class 12 contains 78145 members 
Mstep: Class 13 contains 30618 members 
Mstep: Class 14 contains 81598 members 
Mstep: Class 15 contains 29693 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 85826 members 
Mstep: Class 23 contains 41904 members 
Mstep: Class 24 contains 1702 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221016.000000 Penalty: 15916.265625
Iteration 115Q: 27 clusters Score -4.222102e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 20054 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6099 members 
Mstep: Class 6 contains 43551 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 43100 members 
Mstep: Class 9 contains 80240 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 41961 members 
Mstep: Class 12 contains 78081 members 
Mstep: Class 13 contains 30579 members 
Mstep: Class 14 contains 81527 members 
Mstep: Class 15 contains 29697 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 3361 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 42158 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221340.000000 Penalty: 15916.265625
Iteration 116Q: 27 clusters Score -4.222134e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 20009 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6128 members 
Mstep: Class 6 contains 43559 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 43105 members 
Mstep: Class 9 contains 80287 members 
Mstep: Class 10 contains 8574 members 
Mstep: Class 11 contains 41796 members 
Mstep: Class 12 contains 77967 members 
Mstep: Class 13 contains 30552 members 
Mstep: Class 14 contains 81481 members 
Mstep: Class 15 contains 29690 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 3355 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 86034 members 
Mstep: Class 23 contains 42423 members 
Mstep: Class 24 contains 1707 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221720.000000 Penalty: 15916.265625
Iteration 117Q: 27 clusters Score -4.222172e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 19986 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6132 members 
Mstep: Class 6 contains 43571 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 43103 members 
Mstep: Class 9 contains 80309 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 41599 members 
Mstep: Class 12 contains 77897 members 
Mstep: Class 13 contains 30533 members 
Mstep: Class 14 contains 81420 members 
Mstep: Class 15 contains 29682 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 18 contains 1522 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 86188 members 
Mstep: Class 23 contains 42704 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221932.000000 Penalty: 15916.265625
Iteration 118Q: 27 clusters Score -4.222193e+07 nChanged 2295
Entering ConstructFrom: 
Score: -42221932.000000 Penalty: 15916.265625
Entering ConstructFrom: 
Trying to split cluster 1 (79656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Entering Unmasked Estep 
Score: -5094852.500000 Penalty: 513.489014
	Iteration 0F: 2 clusters Score -5094852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5044242.000000 Penalty: 1026.978027
	Iteration 0F: 3 clusters Score -5044242 nChanged 38919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5068805.500000 Penalty: 1026.978027
	Iteration 1F: 3 clusters Score -5068806 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -5071276.000000 Penalty: 1026.978027
	Iteration 2F: 3 clusters Score -5071276 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -5074838.000000 Penalty: 1026.978027
	Iteration 3F: 3 clusters Score -5074838 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -5079092.000000 Penalty: 1026.978027
	Iteration 4F: 3 clusters Score -5079092 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -5083025.000000 Penalty: 1026.978027
	Iteration 5F: 3 clusters Score -5083025 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -5085451.000000 Penalty: 1026.978027
	Iteration 6F: 3 clusters Score -5085451 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -5086371.500000 Penalty: 1026.978027
	Iteration 7Q: 3 clusters Score -5086372 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -5086742.000000 Penalty: 1026.978027
	Iteration 8Q: 3 clusters Score -5086742 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -5087041.000000 Penalty: 1026.978027
	Iteration 9Q: 3 clusters Score -5087041 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -5087301.500000 Penalty: 1026.978027
	Iteration 10Q: 3 clusters Score -5087302 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -5087584.000000 Penalty: 1026.978027
	Iteration 11Q: 3 clusters Score -5087584 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -5087879.500000 Penalty: 1026.978027
	Iteration 12Q: 3 clusters Score -5087880 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -5088186.500000 Penalty: 1026.978027
	Iteration 13Q: 3 clusters Score -5088186 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -5088518.000000 Penalty: 1026.978027
	Iteration 14Q: 3 clusters Score -5088518 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -5088880.500000 Penalty: 1026.978027
	Iteration 15Q: 3 clusters Score -5088880 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -5089267.000000 Penalty: 1026.978027
	Iteration 16Q: 3 clusters Score -5089267 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -5089796.000000 Penalty: 1026.978027
	Iteration 17Q: 3 clusters Score -5089796 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -5090263.500000 Penalty: 1026.978027
	Iteration 18Q: 3 clusters Score -5090264 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -5090706.000000 Penalty: 1026.978027
	Iteration 19Q: 3 clusters Score -5090706 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -5091131.500000 Penalty: 1026.978027
	Iteration 20F: 3 clusters Score -5091132 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -5091528.000000 Penalty: 1026.978027
	Iteration 21Q: 3 clusters Score -5091528 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5091908.500000 Penalty: 1026.978027
	Iteration 22Q: 3 clusters Score -5091908 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -5092108.000000 Penalty: 1026.978027
	Iteration 23Q: 3 clusters Score -5092108 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5092357.500000 Penalty: 1026.978027
	Iteration 24Q: 3 clusters Score -5092358 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5092594.000000 Penalty: 1026.978027
	Iteration 25Q: 3 clusters Score -5092594 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5092670.500000 Penalty: 1026.978027
	Iteration 26Q: 3 clusters Score -5092670 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5092896.500000 Penalty: 1026.978027
	Iteration 27Q: 3 clusters Score -5092896 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5092990.500000 Penalty: 1026.978027
	Iteration 28Q: 3 clusters Score -5092990 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5093130.500000 Penalty: 1026.978027
	Iteration 29Q: 3 clusters Score -5093130 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5093206.000000 Penalty: 1026.978027
	Iteration 30Q: 3 clusters Score -5093206 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5093256.500000 Penalty: 1026.978027
	Iteration 31Q: 3 clusters Score -5093256 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5093363.000000 Penalty: 1026.978027
	Iteration 32Q: 3 clusters Score -5093363 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -5093429.000000 Penalty: 1026.978027
	Iteration 33Q: 3 clusters Score -5093429 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -5093471.000000 Penalty: 1026.978027
	Iteration 34Q: 3 clusters Score -5093471 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -5093525.000000 Penalty: 1026.978027
	Iteration 35Q: 3 clusters Score -5093525 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5093576.500000 Penalty: 1026.978027
	Iteration 36Q: 3 clusters Score -5093576 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5093623.500000 Penalty: 1026.978027
	Iteration 37Q: 3 clusters Score -5093624 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5093647.500000 Penalty: 1026.978027
	Iteration 38Q: 3 clusters Score -5093648 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5093666.000000 Penalty: 1026.978027
	Iteration 39Q: 3 clusters Score -5093666 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -5093769.000000 Penalty: 1026.978027
	Iteration 40F: 3 clusters Score -5093769 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5093832.000000 Penalty: 1026.978027
	Iteration 41Q: 3 clusters Score -5093832 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -5093899.500000 Penalty: 1026.978027
	Iteration 42Q: 3 clusters Score -5093900 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -5093951.500000 Penalty: 1026.978027
	Iteration 43Q: 3 clusters Score -5093952 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -5094022.500000 Penalty: 1026.978027
	Iteration 44Q: 3 clusters Score -5094022 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -5094085.500000 Penalty: 1026.978027
	Iteration 45Q: 3 clusters Score -5094086 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5094122.500000 Penalty: 1026.978027
	Iteration 46Q: 3 clusters Score -5094122 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5094167.500000 Penalty: 1026.978027
	Iteration 47Q: 3 clusters Score -5094168 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5094256.000000 Penalty: 1026.978027
	Iteration 48Q: 3 clusters Score -5094256 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5094313.500000 Penalty: 1026.978027
	Iteration 49Q: 3 clusters Score -5094314 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5094371.000000 Penalty: 1026.978027
	Iteration 50Q: 3 clusters Score -5094371 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5094437.500000 Penalty: 1026.978027
	Iteration 51Q: 3 clusters Score -5094438 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5094507.000000 Penalty: 1026.978027
	Iteration 52Q: 3 clusters Score -5094507 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5094579.000000 Penalty: 1026.978027
	Iteration 53Q: 3 clusters Score -5094579 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5094640.000000 Penalty: 1026.978027
	Iteration 54Q: 3 clusters Score -5094640 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5094735.500000 Penalty: 1026.978027
	Iteration 55Q: 3 clusters Score -5094736 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5094815.000000 Penalty: 1026.978027
	Iteration 56Q: 3 clusters Score -5094815 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5094849.500000 Penalty: 1026.978027
	Iteration 57Q: 3 clusters Score -5094850 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5094887.000000 Penalty: 1026.978027
	Iteration 58Q: 3 clusters Score -5094887 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -5094988.000000 Penalty: 1026.978027
	Iteration 59Q: 3 clusters Score -5094988 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5095086.500000 Penalty: 1026.978027
	Iteration 60F: 3 clusters Score -5095086 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5095147.000000 Penalty: 1026.978027
	Iteration 61Q: 3 clusters Score -5095147 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5095215.500000 Penalty: 1026.978027
	Iteration 62Q: 3 clusters Score -5095216 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5095275.000000 Penalty: 1026.978027
	Iteration 63Q: 3 clusters Score -5095275 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 13746 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 67071 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68060 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69124 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69945 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71524 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72789 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73333 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 6038 members 
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 74704 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75236 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3060 members 
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Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 2882 members 
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Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 2127 members 
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Mstep: Class 2 contains 1974 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 78043 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5095849 nChanged 44
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	Iteration 114Q: 3 clusters Score -5095822 nChanged 36
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Mstep: Class 1 contains 78359 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5095730 nChanged 23
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	Iteration 121Q: 3 clusters Score -5095712 nChanged 27
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Mstep: Class 1 contains 78455 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78482 members 
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	Iteration 123Q: 3 clusters Score -5095670 nChanged 26
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Mstep: Class 1 contains 78504 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5095654 nChanged 19
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Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 1137 members 
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	Iteration 125Q: 3 clusters Score -5095654 nChanged 23
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Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5095636 nChanged 19
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Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5095621 nChanged 17
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Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5095617 nChanged 21
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Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5095603 nChanged 18
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Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5095590 nChanged 16
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	Iteration 131Q: 3 clusters Score -5095586 nChanged 17
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5095580 nChanged 14
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	Iteration 133Q: 3 clusters Score -5095570 nChanged 8
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	Iteration 134Q: 3 clusters Score -5095570 nChanged 7
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	Iteration 135Q: 3 clusters Score -5095566 nChanged 5
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5095564 nChanged 7
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5095558 nChanged 9
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5095554 nChanged 5
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5095554 nChanged 5
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Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5095551 nChanged 3
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	Iteration 141Q: 3 clusters Score -5095548 nChanged 1
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	Iteration 142Q: 3 clusters Score -5095546 nChanged 1
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	Iteration 143Q: 3 clusters Score -5095552 nChanged 2
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5095546 nChanged 3
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5095550 nChanged 2
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5095542 nChanged 5
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Mstep: Class 2 contains 955 members 
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	Iteration 147Q: 3 clusters Score -5095546 nChanged 2
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5095542 nChanged 3
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	Iteration 149Q: 3 clusters Score -5095536 nChanged 3
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5095533 nChanged 3
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	Iteration 151Q: 3 clusters Score -5095534 nChanged 2
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	Iteration 152Q: 3 clusters Score -5095534 nChanged 4
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	Iteration 153Q: 3 clusters Score -5095536 nChanged 3
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	Iteration 154Q: 3 clusters Score -5095536 nChanged 4
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5095528 nChanged 4
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Score: -5095523.000000 Penalty: 1026.978027
	Iteration 156Q: 3 clusters Score -5095523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5095523.000000 Penalty: 1026.978027
	Iteration 157F: 3 clusters Score -5095523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 43100 members 
Mstep: Class 9 contains 80334 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 41367 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 30511 members 
Mstep: Class 14 contains 81375 members 
Mstep: Class 15 contains 29675 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 86326 members 
Mstep: Class 23 contains 42970 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 933 members 
Entering Unmasked Estep 
Score: -42222524.000000 Penalty: 16528.429688
Splitting cluster 1 changes total score from -42221932.000000 to -42222524.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -246671.218750 Penalty: 377.105438
	Iteration 0F: 2 clusters Score -246671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -243968.046875 Penalty: 754.210876
	Iteration 0F: 3 clusters Score -243968 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -244984.015625 Penalty: 754.210876
	Iteration 1F: 3 clusters Score -244984 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -245157.484375 Penalty: 754.210876
	Iteration 2F: 3 clusters Score -245157.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -245283.062500 Penalty: 754.210876
	Iteration 3F: 3 clusters Score -245283.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -245405.359375 Penalty: 754.210876
	Iteration 4F: 3 clusters Score -245405.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -245582.890625 Penalty: 754.210876
	Iteration 5F: 3 clusters Score -245582.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -245755.656250 Penalty: 754.210876
	Iteration 6F: 3 clusters Score -245755.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -245865.828125 Penalty: 754.210876
	Iteration 7Q: 3 clusters Score -245865.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -245944.750000 Penalty: 754.210876
	Iteration 8Q: 3 clusters Score -245944.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -246014.796875 Penalty: 754.210876
	Iteration 9Q: 3 clusters Score -246014.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -246050.625000 Penalty: 754.210876
	Iteration 10Q: 3 clusters Score -246050.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -246069.703125 Penalty: 754.210876
	Iteration 11Q: 3 clusters Score -246069.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -246083.484375 Penalty: 754.210876
	Iteration 12Q: 3 clusters Score -246083.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -246090.203125 Penalty: 754.210876
	Iteration 13Q: 3 clusters Score -246090.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -246097.453125 Penalty: 754.210876
	Iteration 14Q: 3 clusters Score -246097.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -246103.187500 Penalty: 754.210876
	Iteration 15Q: 3 clusters Score -246103.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -246107.375000 Penalty: 754.210876
	Iteration 16Q: 3 clusters Score -246107.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -246111.578125 Penalty: 754.210876
	Iteration 17Q: 3 clusters Score -246111.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -246119.109375 Penalty: 754.210876
	Iteration 18Q: 3 clusters Score -246119.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -246129.406250 Penalty: 754.210876
	Iteration 19Q: 3 clusters Score -246129.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -246143.703125 Penalty: 754.210876
	Iteration 20F: 3 clusters Score -246143.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -246155.953125 Penalty: 754.210876
	Iteration 21Q: 3 clusters Score -246156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -246172.468750 Penalty: 754.210876
	Iteration 22Q: 3 clusters Score -246172.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -246185.125000 Penalty: 754.210876
	Iteration 23Q: 3 clusters Score -246185.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -246192.468750 Penalty: 754.210876
	Iteration 24Q: 3 clusters Score -246192.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -246198.828125 Penalty: 754.210876
	Iteration 25Q: 3 clusters Score -246198.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -246206.078125 Penalty: 754.210876
	Iteration 26Q: 3 clusters Score -246206.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -246214.140625 Penalty: 754.210876
	Iteration 27Q: 3 clusters Score -246214.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -246221.734375 Penalty: 754.210876
	Iteration 28Q: 3 clusters Score -246221.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -246228.859375 Penalty: 754.210876
	Iteration 29Q: 3 clusters Score -246228.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -246233.953125 Penalty: 754.210876
	Iteration 30Q: 3 clusters Score -246234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -246237.203125 Penalty: 754.210876
	Iteration 31Q: 3 clusters Score -246237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -246238.671875 Penalty: 754.210876
	Iteration 32Q: 3 clusters Score -246238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -246240.875000 Penalty: 754.210876
	Iteration 33Q: 3 clusters Score -246240.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -246243.031250 Penalty: 754.210876
	Iteration 34Q: 3 clusters Score -246243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -246244.328125 Penalty: 754.210876
	Iteration 35Q: 3 clusters Score -246244.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -246245.843750 Penalty: 754.210876
	Iteration 36Q: 3 clusters Score -246245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -246246.953125 Penalty: 754.210876
	Iteration 37Q: 3 clusters Score -246247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -246248.203125 Penalty: 754.210876
	Iteration 38Q: 3 clusters Score -246248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -246249.312500 Penalty: 754.210876
	Iteration 39Q: 3 clusters Score -246249.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -246252.531250 Penalty: 754.210876
	Iteration 40F: 3 clusters Score -246252.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -246255.734375 Penalty: 754.210876
	Iteration 41Q: 3 clusters Score -246255.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -246258.812500 Penalty: 754.210876
	Iteration 42Q: 3 clusters Score -246258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -246260.218750 Penalty: 754.210876
	Iteration 43Q: 3 clusters Score -246260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -246260.406250 Penalty: 754.210876
	Iteration 44Q: 3 clusters Score -246260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -246260.609375 Penalty: 754.210876
	Iteration 45Q: 3 clusters Score -246260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -246260.812500 Penalty: 754.210876
	Iteration 46Q: 3 clusters Score -246260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -246261.015625 Penalty: 754.210876
	Iteration 47Q: 3 clusters Score -246261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -246261.171875 Penalty: 754.210876
	Iteration 48Q: 3 clusters Score -246261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -246261.437500 Penalty: 754.210876
	Iteration 49Q: 3 clusters Score -246261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -246261.437500 Penalty: 754.210876
	Iteration 50F: 3 clusters Score -246261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Entering Unmasked Estep 
Score: -1262642.375000 Penalty: 450.469696
	Iteration 0F: 2 clusters Score -1262642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1249313.500000 Penalty: 900.939392
	Iteration 0F: 3 clusters Score -1249314 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1254745.500000 Penalty: 900.939392
	Iteration 1F: 3 clusters Score -1254746 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1255132.125000 Penalty: 900.939392
	Iteration 2F: 3 clusters Score -1255132 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1255638.000000 Penalty: 900.939392
	Iteration 3F: 3 clusters Score -1255638 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1256355.375000 Penalty: 900.939392
	Iteration 4F: 3 clusters Score -1256355 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1257417.125000 Penalty: 900.939392
	Iteration 5F: 3 clusters Score -1257417 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1258774.875000 Penalty: 900.939392
	Iteration 6F: 3 clusters Score -1258775 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1260161.250000 Penalty: 900.939392
	Iteration 7F: 3 clusters Score -1260161 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1261052.875000 Penalty: 900.939392
	Iteration 8Q: 3 clusters Score -1261053 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1261513.875000 Penalty: 900.939392
	Iteration 9Q: 3 clusters Score -1261514 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1261753.750000 Penalty: 900.939392
	Iteration 10Q: 3 clusters Score -1261754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1261869.375000 Penalty: 900.939392
	Iteration 11Q: 3 clusters Score -1261869 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1261960.250000 Penalty: 900.939392
	Iteration 12Q: 3 clusters Score -1261960 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1262037.250000 Penalty: 900.939392
	Iteration 13Q: 3 clusters Score -1262037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1262084.750000 Penalty: 900.939392
	Iteration 14Q: 3 clusters Score -1262085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1262119.250000 Penalty: 900.939392
	Iteration 15Q: 3 clusters Score -1262119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1262137.750000 Penalty: 900.939392
	Iteration 16Q: 3 clusters Score -1262138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1262151.875000 Penalty: 900.939392
	Iteration 17Q: 3 clusters Score -1262152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -1262156.875000 Penalty: 900.939392
	Iteration 18Q: 3 clusters Score -1262157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1262164.875000 Penalty: 900.939392
	Iteration 19Q: 3 clusters Score -1262165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1262174.750000 Penalty: 900.939392
	Iteration 20F: 3 clusters Score -1262175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1262187.375000 Penalty: 900.939392
	Iteration 21Q: 3 clusters Score -1262187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1262203.500000 Penalty: 900.939392
	Iteration 22Q: 3 clusters Score -1262204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1262209.750000 Penalty: 900.939392
	Iteration 23Q: 3 clusters Score -1262210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1262215.375000 Penalty: 900.939392
	Iteration 24Q: 3 clusters Score -1262215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1262219.625000 Penalty: 900.939392
	Iteration 25Q: 3 clusters Score -1262220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1262222.875000 Penalty: 900.939392
	Iteration 26Q: 3 clusters Score -1262223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1262225.250000 Penalty: 900.939392
	Iteration 27Q: 3 clusters Score -1262225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1262231.125000 Penalty: 900.939392
	Iteration 28Q: 3 clusters Score -1262231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1262238.375000 Penalty: 900.939392
	Iteration 29Q: 3 clusters Score -1262238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1262244.000000 Penalty: 900.939392
	Iteration 30Q: 3 clusters Score -1262244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1262245.125000 Penalty: 900.939392
	Iteration 31Q: 3 clusters Score -1262245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1262247.000000 Penalty: 900.939392
	Iteration 32Q: 3 clusters Score -1262247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1262248.250000 Penalty: 900.939392
	Iteration 33Q: 3 clusters Score -1262248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1262248.250000 Penalty: 900.939392
	Iteration 34Q: 3 clusters Score -1262248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1262247.500000 Penalty: 900.939392
	Iteration 35Q: 3 clusters Score -1262248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1262248.250000 Penalty: 900.939392
	Iteration 36Q: 3 clusters Score -1262248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1262252.500000 Penalty: 900.939392
	Iteration 37Q: 3 clusters Score -1262252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1262258.625000 Penalty: 900.939392
	Iteration 38Q: 3 clusters Score -1262259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1262259.250000 Penalty: 900.939392
	Iteration 39Q: 3 clusters Score -1262259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -1262264.250000 Penalty: 900.939392
	Iteration 40F: 3 clusters Score -1262264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1262267.500000 Penalty: 900.939392
	Iteration 41Q: 3 clusters Score -1262268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1262267.625000 Penalty: 900.939392
	Iteration 42Q: 3 clusters Score -1262268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1262268.500000 Penalty: 900.939392
	Iteration 43Q: 3 clusters Score -1262268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1262270.750000 Penalty: 900.939392
	Iteration 44Q: 3 clusters Score -1262271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -1262270.500000 Penalty: 900.939392
	Iteration 45Q: 3 clusters Score -1262270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1262270.875000 Penalty: 900.939392
	Iteration 46Q: 3 clusters Score -1262271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1262270.375000 Penalty: 900.939392
	Iteration 47Q: 3 clusters Score -1262270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1262274.500000 Penalty: 900.939392
	Iteration 48Q: 3 clusters Score -1262274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1262275.375000 Penalty: 900.939392
	Iteration 49Q: 3 clusters Score -1262275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1262275.375000 Penalty: 900.939392
	Iteration 50F: 3 clusters Score -1262275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -43574.367188 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -43574.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42926.269531 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -42926.27 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43153.777344 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -43153.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43227.980469 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -43227.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43285.019531 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -43285.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43327.105469 Penalty: 603.871155
	Iteration 4Q: 3 clusters Score -43327.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43347.660156 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -43347.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43353.527344 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -43353.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43357.902344 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -43357.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43361.386719 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -43361.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43364.847656 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -43364.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43367.230469 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -43367.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43373.460938 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -43373.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43382.570312 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -43382.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43387.808594 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -43387.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43389.597656 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -43389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43391.175781 Penalty: 603.871155
	Iteration 15Q: 3 clusters Score -43391.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43391.269531 Penalty: 603.871155
	Iteration 16Q: 3 clusters Score -43391.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43391.269531 Penalty: 603.871155
	Iteration 17F: 3 clusters Score -43391.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Entering Unmasked Estep 
Score: -386627.875000 Penalty: 397.010590
	Iteration 0F: 2 clusters Score -386627.9 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 3157 members 
Entering Unmasked Estep 
Score: -382535.500000 Penalty: 794.021179
	Iteration 0F: 3 clusters Score -382535.5 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -384117.656250 Penalty: 794.021179
	Iteration 1F: 3 clusters Score -384117.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -384361.875000 Penalty: 794.021179
	Iteration 2F: 3 clusters Score -384361.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -384637.531250 Penalty: 794.021179
	Iteration 3F: 3 clusters Score -384637.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -384982.406250 Penalty: 794.021179
	Iteration 4F: 3 clusters Score -384982.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -385332.093750 Penalty: 794.021179
	Iteration 5F: 3 clusters Score -385332.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -385588.906250 Penalty: 794.021179
	Iteration 6F: 3 clusters Score -385588.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -385782.250000 Penalty: 794.021179
	Iteration 7Q: 3 clusters Score -385782.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -385915.062500 Penalty: 794.021179
	Iteration 8Q: 3 clusters Score -385915.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -386039.375000 Penalty: 794.021179
	Iteration 9Q: 3 clusters Score -386039.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -386164.937500 Penalty: 794.021179
	Iteration 10Q: 3 clusters Score -386164.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -386250.093750 Penalty: 794.021179
	Iteration 11Q: 3 clusters Score -386250.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -386310.031250 Penalty: 794.021179
	Iteration 12Q: 3 clusters Score -386310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -386355.218750 Penalty: 794.021179
	Iteration 13Q: 3 clusters Score -386355.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -386383.312500 Penalty: 794.021179
	Iteration 14Q: 3 clusters Score -386383.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -386398.250000 Penalty: 794.021179
	Iteration 15Q: 3 clusters Score -386398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -386406.750000 Penalty: 794.021179
	Iteration 16Q: 3 clusters Score -386406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -386411.187500 Penalty: 794.021179
	Iteration 17Q: 3 clusters Score -386411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -386413.437500 Penalty: 794.021179
	Iteration 18Q: 3 clusters Score -386413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -386415.156250 Penalty: 794.021179
	Iteration 19Q: 3 clusters Score -386415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -386420.125000 Penalty: 794.021179
	Iteration 20F: 3 clusters Score -386420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -386423.500000 Penalty: 794.021179
	Iteration 21Q: 3 clusters Score -386423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -386423.937500 Penalty: 794.021179
	Iteration 22Q: 3 clusters Score -386423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -386426.125000 Penalty: 794.021179
	Iteration 23Q: 3 clusters Score -386426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -386426.718750 Penalty: 794.021179
	Iteration 24Q: 3 clusters Score -386426.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -386426.718750 Penalty: 794.021179
	Iteration 25F: 3 clusters Score -386426.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Entering Unmasked Estep 
Score: -2880893.000000 Penalty: 486.030396
	Iteration 0F: 2 clusters Score -2880893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2852414.250000 Penalty: 972.060791
	Iteration 0F: 3 clusters Score -2852414 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2864590.250000 Penalty: 972.060791
	Iteration 1F: 3 clusters Score -2864590 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2865068.500000 Penalty: 972.060791
	Iteration 2Q: 3 clusters Score -2865068 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2865721.250000 Penalty: 972.060791
	Iteration 3Q: 3 clusters Score -2865721 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2866729.500000 Penalty: 972.060791
	Iteration 4Q: 3 clusters Score -2866730 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2868422.750000 Penalty: 972.060791
	Iteration 5F: 3 clusters Score -2868423 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2870780.500000 Penalty: 972.060791
	Iteration 6F: 3 clusters Score -2870780 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2873000.250000 Penalty: 972.060791
	Iteration 7F: 3 clusters Score -2873000 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2874264.750000 Penalty: 972.060791
	Iteration 8F: 3 clusters Score -2874265 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2874739.000000 Penalty: 972.060791
	Iteration 9Q: 3 clusters Score -2874739 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2874963.750000 Penalty: 972.060791
	Iteration 10Q: 3 clusters Score -2874964 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2875097.250000 Penalty: 972.060791
	Iteration 11Q: 3 clusters Score -2875097 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2875211.500000 Penalty: 972.060791
	Iteration 12Q: 3 clusters Score -2875212 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2875328.750000 Penalty: 972.060791
	Iteration 13Q: 3 clusters Score -2875329 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2875460.500000 Penalty: 972.060791
	Iteration 14Q: 3 clusters Score -2875460 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2875582.250000 Penalty: 972.060791
	Iteration 15Q: 3 clusters Score -2875582 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2875713.500000 Penalty: 972.060791
	Iteration 16Q: 3 clusters Score -2875714 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2875832.500000 Penalty: 972.060791
	Iteration 17Q: 3 clusters Score -2875832 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2875953.000000 Penalty: 972.060791
	Iteration 18Q: 3 clusters Score -2875953 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2876100.500000 Penalty: 972.060791
	Iteration 19Q: 3 clusters Score -2876100 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2876218.000000 Penalty: 972.060791
	Iteration 20F: 3 clusters Score -2876218 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2876339.250000 Penalty: 972.060791
	Iteration 21Q: 3 clusters Score -2876339 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2876446.250000 Penalty: 972.060791
	Iteration 22Q: 3 clusters Score -2876446 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -2876561.250000 Penalty: 972.060791
	Iteration 23Q: 3 clusters Score -2876561 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -2876679.500000 Penalty: 972.060791
	Iteration 24Q: 3 clusters Score -2876680 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2876801.000000 Penalty: 972.060791
	Iteration 25Q: 3 clusters Score -2876801 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2876906.750000 Penalty: 972.060791
	Iteration 26Q: 3 clusters Score -2876907 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -2877008.250000 Penalty: 972.060791
	Iteration 27Q: 3 clusters Score -2877008 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -2877126.000000 Penalty: 972.060791
	Iteration 28Q: 3 clusters Score -2877126 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -2877244.500000 Penalty: 972.060791
	Iteration 29Q: 3 clusters Score -2877244 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -2877344.250000 Penalty: 972.060791
	Iteration 30Q: 3 clusters Score -2877344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -2877460.750000 Penalty: 972.060791
	Iteration 31Q: 3 clusters Score -2877461 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -2877566.250000 Penalty: 972.060791
	Iteration 32Q: 3 clusters Score -2877566 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -2877708.250000 Penalty: 972.060791
	Iteration 33Q: 3 clusters Score -2877708 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -2877853.500000 Penalty: 972.060791
	Iteration 34Q: 3 clusters Score -2877854 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -2878018.000000 Penalty: 972.060791
	Iteration 35Q: 3 clusters Score -2878018 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -2878179.250000 Penalty: 972.060791
	Iteration 36Q: 3 clusters Score -2878179 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -2878349.750000 Penalty: 972.060791
	Iteration 37Q: 3 clusters Score -2878350 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -2878508.750000 Penalty: 972.060791
	Iteration 38Q: 3 clusters Score -2878509 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -2878663.500000 Penalty: 972.060791
	Iteration 39Q: 3 clusters Score -2878664 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -2878783.500000 Penalty: 972.060791
	Iteration 40F: 3 clusters Score -2878784 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -2878844.750000 Penalty: 972.060791
	Iteration 41Q: 3 clusters Score -2878845 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -2878938.500000 Penalty: 972.060791
	Iteration 42Q: 3 clusters Score -2878938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -2879039.750000 Penalty: 972.060791
	Iteration 43Q: 3 clusters Score -2879040 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -2879127.000000 Penalty: 972.060791
	Iteration 44Q: 3 clusters Score -2879127 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -2879204.000000 Penalty: 972.060791
	Iteration 45Q: 3 clusters Score -2879204 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -2879239.000000 Penalty: 972.060791
	Iteration 46Q: 3 clusters Score -2879239 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -2879288.750000 Penalty: 972.060791
	Iteration 47Q: 3 clusters Score -2879289 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -2879320.750000 Penalty: 972.060791
	Iteration 48Q: 3 clusters Score -2879321 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2879348.000000 Penalty: 972.060791
	Iteration 49Q: 3 clusters Score -2879348 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -2879380.750000 Penalty: 972.060791
	Iteration 50Q: 3 clusters Score -2879381 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -2879409.750000 Penalty: 972.060791
	Iteration 51Q: 3 clusters Score -2879410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -2879444.750000 Penalty: 972.060791
	Iteration 52Q: 3 clusters Score -2879445 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2879479.250000 Penalty: 972.060791
	Iteration 53Q: 3 clusters Score -2879479 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -2879504.000000 Penalty: 972.060791
	Iteration 54Q: 3 clusters Score -2879504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -2879537.750000 Penalty: 972.060791
	Iteration 55Q: 3 clusters Score -2879538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -2879562.750000 Penalty: 972.060791
	Iteration 56Q: 3 clusters Score -2879563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -2879566.500000 Penalty: 972.060791
	Iteration 57Q: 3 clusters Score -2879566 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -2879550.000000 Penalty: 972.060791
	Iteration 58Q: 3 clusters Score -2879550 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -2879566.000000 Penalty: 972.060791
	Iteration 59Q: 3 clusters Score -2879566 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -2879556.250000 Penalty: 972.060791
	Iteration 60F: 3 clusters Score -2879556 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -2879544.750000 Penalty: 972.060791
	Iteration 61Q: 3 clusters Score -2879545 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -2879527.000000 Penalty: 972.060791
	Iteration 62Q: 3 clusters Score -2879527 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -2879501.000000 Penalty: 972.060791
	Iteration 63Q: 3 clusters Score -2879501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -2879480.750000 Penalty: 972.060791
	Iteration 64Q: 3 clusters Score -2879481 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -2879474.500000 Penalty: 972.060791
	Iteration 65Q: 3 clusters Score -2879474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -2879468.250000 Penalty: 972.060791
	Iteration 66Q: 3 clusters Score -2879468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -2879462.000000 Penalty: 972.060791
	Iteration 67Q: 3 clusters Score -2879462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -2879451.500000 Penalty: 972.060791
	Iteration 68Q: 3 clusters Score -2879452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -2879439.500000 Penalty: 972.060791
	Iteration 69Q: 3 clusters Score -2879440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -2879449.000000 Penalty: 972.060791
	Iteration 70Q: 3 clusters Score -2879449 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -2879467.250000 Penalty: 972.060791
	Iteration 71Q: 3 clusters Score -2879467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -2879467.500000 Penalty: 972.060791
	Iteration 72Q: 3 clusters Score -2879468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -2879467.750000 Penalty: 972.060791
	Iteration 73Q: 3 clusters Score -2879468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -2879463.250000 Penalty: 972.060791
	Iteration 74Q: 3 clusters Score -2879463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -2879458.000000 Penalty: 972.060791
	Iteration 75Q: 3 clusters Score -2879458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -2879474.250000 Penalty: 972.060791
	Iteration 76Q: 3 clusters Score -2879474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -2879460.500000 Penalty: 972.060791
	Iteration 77Q: 3 clusters Score -2879460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -2879465.000000 Penalty: 972.060791
	Iteration 78Q: 3 clusters Score -2879465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -2879495.750000 Penalty: 972.060791
	Iteration 79Q: 3 clusters Score -2879496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -2879518.750000 Penalty: 972.060791
	Iteration 80F: 3 clusters Score -2879519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -2879549.250000 Penalty: 972.060791
	Iteration 81Q: 3 clusters Score -2879549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -2879589.500000 Penalty: 972.060791
	Iteration 82Q: 3 clusters Score -2879590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -2879607.000000 Penalty: 972.060791
	Iteration 83Q: 3 clusters Score -2879607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -2879613.250000 Penalty: 972.060791
	Iteration 84Q: 3 clusters Score -2879613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -2879635.500000 Penalty: 972.060791
	Iteration 85Q: 3 clusters Score -2879636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -2879654.500000 Penalty: 972.060791
	Iteration 86Q: 3 clusters Score -2879654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -2879687.000000 Penalty: 972.060791
	Iteration 87Q: 3 clusters Score -2879687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -2879715.500000 Penalty: 972.060791
	Iteration 88Q: 3 clusters Score -2879716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -2879742.500000 Penalty: 972.060791
	Iteration 89Q: 3 clusters Score -2879742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -2879776.500000 Penalty: 972.060791
	Iteration 90Q: 3 clusters Score -2879776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -2879804.000000 Penalty: 972.060791
	Iteration 91Q: 3 clusters Score -2879804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -2879828.250000 Penalty: 972.060791
	Iteration 92Q: 3 clusters Score -2879828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -2879837.250000 Penalty: 972.060791
	Iteration 93Q: 3 clusters Score -2879837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -2879837.750000 Penalty: 972.060791
	Iteration 94Q: 3 clusters Score -2879838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -2879868.000000 Penalty: 972.060791
	Iteration 95Q: 3 clusters Score -2879868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -2879880.500000 Penalty: 972.060791
	Iteration 96Q: 3 clusters Score -2879880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -2879883.750000 Penalty: 972.060791
	Iteration 97Q: 3 clusters Score -2879884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -2879912.250000 Penalty: 972.060791
	Iteration 98Q: 3 clusters Score -2879912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -2879931.500000 Penalty: 972.060791
	Iteration 99Q: 3 clusters Score -2879932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -2879946.250000 Penalty: 972.060791
	Iteration 100F: 3 clusters Score -2879946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -2879966.250000 Penalty: 972.060791
	Iteration 101Q: 3 clusters Score -2879966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -2879976.750000 Penalty: 972.060791
	Iteration 102Q: 3 clusters Score -2879977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -2879990.750000 Penalty: 972.060791
	Iteration 103Q: 3 clusters Score -2879991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -2879987.250000 Penalty: 972.060791
	Iteration 104Q: 3 clusters Score -2879987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -2880003.000000 Penalty: 972.060791
	Iteration 105Q: 3 clusters Score -2880003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -2880049.000000 Penalty: 972.060791
	Iteration 106Q: 3 clusters Score -2880049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -2880059.500000 Penalty: 972.060791
	Iteration 107Q: 3 clusters Score -2880060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -2880081.250000 Penalty: 972.060791
	Iteration 108Q: 3 clusters Score -2880081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -2880085.500000 Penalty: 972.060791
	Iteration 109Q: 3 clusters Score -2880086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -2880091.500000 Penalty: 972.060791
	Iteration 110Q: 3 clusters Score -2880092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -2880108.250000 Penalty: 972.060791
	Iteration 111Q: 3 clusters Score -2880108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -2880126.750000 Penalty: 972.060791
	Iteration 112Q: 3 clusters Score -2880127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -2880145.250000 Penalty: 972.060791
	Iteration 113Q: 3 clusters Score -2880145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -2880151.500000 Penalty: 972.060791
	Iteration 114Q: 3 clusters Score -2880152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -2880155.000000 Penalty: 972.060791
	Iteration 115Q: 3 clusters Score -2880155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -2880162.000000 Penalty: 972.060791
	Iteration 116Q: 3 clusters Score -2880162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -2880175.250000 Penalty: 972.060791
	Iteration 117Q: 3 clusters Score -2880175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -2880176.750000 Penalty: 972.060791
	Iteration 118Q: 3 clusters Score -2880177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -2880184.000000 Penalty: 972.060791
	Iteration 119Q: 3 clusters Score -2880184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -2880191.000000 Penalty: 972.060791
	Iteration 120F: 3 clusters Score -2880191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -2880194.000000 Penalty: 972.060791
	Iteration 121Q: 3 clusters Score -2880194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -2880201.750000 Penalty: 972.060791
	Iteration 122Q: 3 clusters Score -2880202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -2880204.500000 Penalty: 972.060791
	Iteration 123Q: 3 clusters Score -2880204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -2880203.250000 Penalty: 972.060791
	Iteration 124Q: 3 clusters Score -2880203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -2880209.000000 Penalty: 972.060791
	Iteration 125Q: 3 clusters Score -2880209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -2880213.000000 Penalty: 972.060791
	Iteration 126Q: 3 clusters Score -2880213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -2880217.500000 Penalty: 972.060791
	Iteration 127Q: 3 clusters Score -2880218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -2880215.500000 Penalty: 972.060791
	Iteration 128Q: 3 clusters Score -2880216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -2880222.000000 Penalty: 972.060791
	Iteration 129Q: 3 clusters Score -2880222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -2880231.250000 Penalty: 972.060791
	Iteration 130Q: 3 clusters Score -2880231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -2880235.000000 Penalty: 972.060791
	Iteration 131Q: 3 clusters Score -2880235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -2880230.250000 Penalty: 972.060791
	Iteration 132Q: 3 clusters Score -2880230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -2880237.250000 Penalty: 972.060791
	Iteration 133Q: 3 clusters Score -2880237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -2880242.500000 Penalty: 972.060791
	Iteration 134Q: 3 clusters Score -2880242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -2880255.000000 Penalty: 972.060791
	Iteration 135Q: 3 clusters Score -2880255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -2880263.000000 Penalty: 972.060791
	Iteration 136Q: 3 clusters Score -2880263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -2880264.500000 Penalty: 972.060791
	Iteration 137Q: 3 clusters Score -2880264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -2880263.500000 Penalty: 972.060791
	Iteration 138Q: 3 clusters Score -2880264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -2880267.250000 Penalty: 972.060791
	Iteration 139Q: 3 clusters Score -2880267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -2880269.750000 Penalty: 972.060791
	Iteration 140F: 3 clusters Score -2880270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -2880269.500000 Penalty: 972.060791
	Iteration 141Q: 3 clusters Score -2880270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -2880272.500000 Penalty: 972.060791
	Iteration 142Q: 3 clusters Score -2880272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -2880277.250000 Penalty: 972.060791
	Iteration 143Q: 3 clusters Score -2880277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -2880284.500000 Penalty: 972.060791
	Iteration 144Q: 3 clusters Score -2880284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -2880286.000000 Penalty: 972.060791
	Iteration 145Q: 3 clusters Score -2880286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -2880292.750000 Penalty: 972.060791
	Iteration 146Q: 3 clusters Score -2880293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -2880295.750000 Penalty: 972.060791
	Iteration 147Q: 3 clusters Score -2880296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -2880305.000000 Penalty: 972.060791
	Iteration 148Q: 3 clusters Score -2880305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -2880306.750000 Penalty: 972.060791
	Iteration 149Q: 3 clusters Score -2880307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -2880307.750000 Penalty: 972.060791
	Iteration 150Q: 3 clusters Score -2880308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -2880312.000000 Penalty: 972.060791
	Iteration 151Q: 3 clusters Score -2880312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -2880308.750000 Penalty: 972.060791
	Iteration 152Q: 3 clusters Score -2880309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -2880306.750000 Penalty: 972.060791
	Iteration 153Q: 3 clusters Score -2880307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -2880310.000000 Penalty: 972.060791
	Iteration 154Q: 3 clusters Score -2880310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -2880309.250000 Penalty: 972.060791
	Iteration 155Q: 3 clusters Score -2880309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -2880309.250000 Penalty: 972.060791
	Iteration 156F: 3 clusters Score -2880309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -202241.484375 Penalty: 372.102539
	Iteration 0F: 2 clusters Score -202241.5 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 1853 members 
Entering Unmasked Estep 
Score: -199824.000000 Penalty: 744.205078
	Iteration 0F: 3 clusters Score -199824 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -200782.375000 Penalty: 744.205078
	Iteration 1F: 3 clusters Score -200782.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -201018.796875 Penalty: 744.205078
	Iteration 2F: 3 clusters Score -201018.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -201272.937500 Penalty: 744.205078
	Iteration 3F: 3 clusters Score -201272.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -201458.890625 Penalty: 744.205078
	Iteration 4F: 3 clusters Score -201458.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -201592.453125 Penalty: 744.205078
	Iteration 5Q: 3 clusters Score -201592.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -201685.515625 Penalty: 744.205078
	Iteration 6Q: 3 clusters Score -201685.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -201755.750000 Penalty: 744.205078
	Iteration 7Q: 3 clusters Score -201755.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -201797.781250 Penalty: 744.205078
	Iteration 8Q: 3 clusters Score -201797.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -201848.593750 Penalty: 744.205078
	Iteration 9Q: 3 clusters Score -201848.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -201903.031250 Penalty: 744.205078
	Iteration 10Q: 3 clusters Score -201903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -201922.625000 Penalty: 744.205078
	Iteration 11Q: 3 clusters Score -201922.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -201933.453125 Penalty: 744.205078
	Iteration 12Q: 3 clusters Score -201933.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -201946.140625 Penalty: 744.205078
	Iteration 13Q: 3 clusters Score -201946.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -201959.390625 Penalty: 744.205078
	Iteration 14Q: 3 clusters Score -201959.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -201964.968750 Penalty: 744.205078
	Iteration 15Q: 3 clusters Score -201965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -201968.562500 Penalty: 744.205078
	Iteration 16Q: 3 clusters Score -201968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -201972.078125 Penalty: 744.205078
	Iteration 17Q: 3 clusters Score -201972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -201972.937500 Penalty: 744.205078
	Iteration 18Q: 3 clusters Score -201972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -201974.015625 Penalty: 744.205078
	Iteration 19Q: 3 clusters Score -201974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -201975.015625 Penalty: 744.205078
	Iteration 20F: 3 clusters Score -201975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -201975.296875 Penalty: 744.205078
	Iteration 21Q: 3 clusters Score -201975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -201975.296875 Penalty: 744.205078
	Iteration 22F: 3 clusters Score -201975.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Entering Unmasked Estep 
Score: -2800025.250000 Penalty: 485.543152
	Iteration 0F: 2 clusters Score -2800025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2772084.500000 Penalty: 971.086304
	Iteration 0F: 3 clusters Score -2772084 nChanged 21016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2785106.000000 Penalty: 971.086304
	Iteration 1F: 3 clusters Score -2785106 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2786229.250000 Penalty: 971.086304
	Iteration 2Q: 3 clusters Score -2786229 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2787420.750000 Penalty: 971.086304
	Iteration 3F: 3 clusters Score -2787421 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2788561.000000 Penalty: 971.086304
	Iteration 4F: 3 clusters Score -2788561 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2789637.000000 Penalty: 971.086304
	Iteration 5Q: 3 clusters Score -2789637 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2790762.500000 Penalty: 971.086304
	Iteration 6Q: 3 clusters Score -2790762 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2792062.000000 Penalty: 971.086304
	Iteration 7F: 3 clusters Score -2792062 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2793437.500000 Penalty: 971.086304
	Iteration 8F: 3 clusters Score -2793438 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2794836.000000 Penalty: 971.086304
	Iteration 9F: 3 clusters Score -2794836 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2796045.500000 Penalty: 971.086304
	Iteration 10Q: 3 clusters Score -2796046 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2797070.750000 Penalty: 971.086304
	Iteration 11Q: 3 clusters Score -2797071 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2797854.250000 Penalty: 971.086304
	Iteration 12Q: 3 clusters Score -2797854 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2798495.000000 Penalty: 971.086304
	Iteration 13Q: 3 clusters Score -2798495 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2798915.000000 Penalty: 971.086304
	Iteration 14Q: 3 clusters Score -2798915 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2799192.750000 Penalty: 971.086304
	Iteration 15Q: 3 clusters Score -2799193 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2799373.500000 Penalty: 971.086304
	Iteration 16Q: 3 clusters Score -2799374 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2799448.750000 Penalty: 971.086304
	Iteration 17Q: 3 clusters Score -2799449 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2799510.250000 Penalty: 971.086304
	Iteration 18Q: 3 clusters Score -2799510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2799526.750000 Penalty: 971.086304
	Iteration 19Q: 3 clusters Score -2799527 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2799549.250000 Penalty: 971.086304
	Iteration 20F: 3 clusters Score -2799549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2799570.750000 Penalty: 971.086304
	Iteration 21Q: 3 clusters Score -2799571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2799582.250000 Penalty: 971.086304
	Iteration 22Q: 3 clusters Score -2799582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2799595.250000 Penalty: 971.086304
	Iteration 23Q: 3 clusters Score -2799595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2799605.500000 Penalty: 971.086304
	Iteration 24Q: 3 clusters Score -2799606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2799607.750000 Penalty: 971.086304
	Iteration 25Q: 3 clusters Score -2799608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2799617.500000 Penalty: 971.086304
	Iteration 26Q: 3 clusters Score -2799618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2799630.500000 Penalty: 971.086304
	Iteration 27Q: 3 clusters Score -2799630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2799641.750000 Penalty: 971.086304
	Iteration 28Q: 3 clusters Score -2799642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2799639.500000 Penalty: 971.086304
	Iteration 29Q: 3 clusters Score -2799640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2799642.250000 Penalty: 971.086304
	Iteration 30Q: 3 clusters Score -2799642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2799648.000000 Penalty: 971.086304
	Iteration 31Q: 3 clusters Score -2799648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2799666.000000 Penalty: 971.086304
	Iteration 32Q: 3 clusters Score -2799666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2799669.000000 Penalty: 971.086304
	Iteration 33Q: 3 clusters Score -2799669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2799669.750000 Penalty: 971.086304
	Iteration 34Q: 3 clusters Score -2799670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2799671.250000 Penalty: 971.086304
	Iteration 35Q: 3 clusters Score -2799671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2799673.250000 Penalty: 971.086304
	Iteration 36Q: 3 clusters Score -2799673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2799673.250000 Penalty: 971.086304
	Iteration 37Q: 3 clusters Score -2799673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2799675.750000 Penalty: 971.086304
	Iteration 38Q: 3 clusters Score -2799676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2799675.500000 Penalty: 971.086304
	Iteration 39Q: 3 clusters Score -2799676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2799680.000000 Penalty: 971.086304
	Iteration 40F: 3 clusters Score -2799680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2799681.250000 Penalty: 971.086304
	Iteration 41Q: 3 clusters Score -2799681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2799683.250000 Penalty: 971.086304
	Iteration 42Q: 3 clusters Score -2799683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2799683.000000 Penalty: 971.086304
	Iteration 43Q: 3 clusters Score -2799683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2799685.750000 Penalty: 971.086304
	Iteration 44Q: 3 clusters Score -2799686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2799683.500000 Penalty: 971.086304
	Iteration 45Q: 3 clusters Score -2799684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2799681.750000 Penalty: 971.086304
	Iteration 46Q: 3 clusters Score -2799682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2799682.750000 Penalty: 971.086304
	Iteration 47Q: 3 clusters Score -2799683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2799689.750000 Penalty: 971.086304
	Iteration 48Q: 3 clusters Score -2799690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2799684.750000 Penalty: 971.086304
	Iteration 49Q: 3 clusters Score -2799685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2799688.000000 Penalty: 971.086304
	Iteration 50Q: 3 clusters Score -2799688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2799688.000000 Penalty: 971.086304
	Iteration 51F: 3 clusters Score -2799688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Entering Unmasked Estep 
Score: -5013936.500000 Penalty: 513.874634
	Iteration 0F: 2 clusters Score -5013936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -4961979.500000 Penalty: 1027.749268
	Iteration 0F: 3 clusters Score -4961980 nChanged 39184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -4988050.000000 Penalty: 1027.749268
	Iteration 1F: 3 clusters Score -4988050 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -4991313.500000 Penalty: 1027.749268
	Iteration 2F: 3 clusters Score -4991314 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -4995353.500000 Penalty: 1027.749268
	Iteration 3F: 3 clusters Score -4995354 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -5000037.000000 Penalty: 1027.749268
	Iteration 4F: 3 clusters Score -5000037 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5003899.500000 Penalty: 1027.749268
	Iteration 5F: 3 clusters Score -5003900 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -5005662.000000 Penalty: 1027.749268
	Iteration 6Q: 3 clusters Score -5005662 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -5006448.000000 Penalty: 1027.749268
	Iteration 7Q: 3 clusters Score -5006448 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -5007064.500000 Penalty: 1027.749268
	Iteration 8Q: 3 clusters Score -5007064 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -5007551.500000 Penalty: 1027.749268
	Iteration 9Q: 3 clusters Score -5007552 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -5007975.500000 Penalty: 1027.749268
	Iteration 10Q: 3 clusters Score -5007976 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -5008368.500000 Penalty: 1027.749268
	Iteration 11Q: 3 clusters Score -5008368 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -5008742.000000 Penalty: 1027.749268
	Iteration 12Q: 3 clusters Score -5008742 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -5009048.500000 Penalty: 1027.749268
	Iteration 13Q: 3 clusters Score -5009048 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -5009352.000000 Penalty: 1027.749268
	Iteration 14Q: 3 clusters Score -5009352 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -5009629.500000 Penalty: 1027.749268
	Iteration 15Q: 3 clusters Score -5009630 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -5009895.000000 Penalty: 1027.749268
	Iteration 16Q: 3 clusters Score -5009895 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -5010173.500000 Penalty: 1027.749268
	Iteration 17Q: 3 clusters Score -5010174 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -5010441.000000 Penalty: 1027.749268
	Iteration 18Q: 3 clusters Score -5010441 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -5010746.000000 Penalty: 1027.749268
	Iteration 19Q: 3 clusters Score -5010746 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -5011041.000000 Penalty: 1027.749268
	Iteration 20F: 3 clusters Score -5011041 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -5011337.500000 Penalty: 1027.749268
	Iteration 21Q: 3 clusters Score -5011338 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -5011665.500000 Penalty: 1027.749268
	Iteration 22Q: 3 clusters Score -5011666 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -5011937.500000 Penalty: 1027.749268
	Iteration 23Q: 3 clusters Score -5011938 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -5012229.500000 Penalty: 1027.749268
	Iteration 24Q: 3 clusters Score -5012230 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -5012505.500000 Penalty: 1027.749268
	Iteration 25Q: 3 clusters Score -5012506 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -5012762.000000 Penalty: 1027.749268
	Iteration 26Q: 3 clusters Score -5012762 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -5012971.000000 Penalty: 1027.749268
	Iteration 27Q: 3 clusters Score -5012971 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -5013222.500000 Penalty: 1027.749268
	Iteration 28Q: 3 clusters Score -5013222 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -5013445.500000 Penalty: 1027.749268
	Iteration 29Q: 3 clusters Score -5013446 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -5013696.500000 Penalty: 1027.749268
	Iteration 30Q: 3 clusters Score -5013696 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -5013841.000000 Penalty: 1027.749268
	Iteration 31Q: 3 clusters Score -5013841 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -5013935.500000 Penalty: 1027.749268
	Iteration 32Q: 3 clusters Score -5013936 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -5014048.500000 Penalty: 1027.749268
	Iteration 33Q: 3 clusters Score -5014048 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -5014102.000000 Penalty: 1027.749268
	Iteration 34Q: 3 clusters Score -5014102 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -5014159.000000 Penalty: 1027.749268
	Iteration 35Q: 3 clusters Score -5014159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -5014182.000000 Penalty: 1027.749268
	Iteration 36Q: 3 clusters Score -5014182 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -5014045.000000 Penalty: 1027.749268
	Iteration 37Q: 3 clusters Score -5014045 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -5014011.500000 Penalty: 1027.749268
	Iteration 38Q: 3 clusters Score -5014012 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -5013927.500000 Penalty: 1027.749268
	Iteration 39Q: 3 clusters Score -5013928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -5013820.500000 Penalty: 1027.749268
	Iteration 40F: 3 clusters Score -5013820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -5013807.000000 Penalty: 1027.749268
	Iteration 41Q: 3 clusters Score -5013807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -5013758.500000 Penalty: 1027.749268
	Iteration 42Q: 3 clusters Score -5013758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -5013744.500000 Penalty: 1027.749268
	Iteration 43Q: 3 clusters Score -5013744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -5013719.500000 Penalty: 1027.749268
	Iteration 44Q: 3 clusters Score -5013720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -5013709.500000 Penalty: 1027.749268
	Iteration 45Q: 3 clusters Score -5013710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -5013704.000000 Penalty: 1027.749268
	Iteration 46Q: 3 clusters Score -5013704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -5013708.000000 Penalty: 1027.749268
	Iteration 47Q: 3 clusters Score -5013708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -5013706.000000 Penalty: 1027.749268
	Iteration 48Q: 3 clusters Score -5013706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -5013690.500000 Penalty: 1027.749268
	Iteration 49Q: 3 clusters Score -5013690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -5013699.000000 Penalty: 1027.749268
	Iteration 50Q: 3 clusters Score -5013699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -5013689.500000 Penalty: 1027.749268
	Iteration 51Q: 3 clusters Score -5013690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -5013684.000000 Penalty: 1027.749268
	Iteration 52Q: 3 clusters Score -5013684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -5013684.500000 Penalty: 1027.749268
	Iteration 53Q: 3 clusters Score -5013684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -5013687.500000 Penalty: 1027.749268
	Iteration 54Q: 3 clusters Score -5013688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -5013687.500000 Penalty: 1027.749268
	Iteration 55F: 3 clusters Score -5013688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -507279.312500 Penalty: 412.213348
	Iteration 0F: 2 clusters Score -507279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -501500.375000 Penalty: 824.426697
	Iteration 0F: 3 clusters Score -501500.4 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -503737.562500 Penalty: 824.426697
	Iteration 1F: 3 clusters Score -503737.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -503893.125000 Penalty: 824.426697
	Iteration 2F: 3 clusters Score -503893.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -504051.875000 Penalty: 824.426697
	Iteration 3Q: 3 clusters Score -504051.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -504243.093750 Penalty: 824.426697
	Iteration 4Q: 3 clusters Score -504243.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -504486.000000 Penalty: 824.426697
	Iteration 5F: 3 clusters Score -504486 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504789.562500 Penalty: 824.426697
	Iteration 6F: 3 clusters Score -504789.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -505137.781250 Penalty: 824.426697
	Iteration 7F: 3 clusters Score -505137.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -505433.218750 Penalty: 824.426697
	Iteration 8F: 3 clusters Score -505433.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -505724.968750 Penalty: 824.426697
	Iteration 9Q: 3 clusters Score -505725 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -505937.343750 Penalty: 824.426697
	Iteration 10Q: 3 clusters Score -505937.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -506077.218750 Penalty: 824.426697
	Iteration 11Q: 3 clusters Score -506077.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -506185.093750 Penalty: 824.426697
	Iteration 12Q: 3 clusters Score -506185.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -506272.062500 Penalty: 824.426697
	Iteration 13Q: 3 clusters Score -506272.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -506339.906250 Penalty: 824.426697
	Iteration 14Q: 3 clusters Score -506339.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -506394.843750 Penalty: 824.426697
	Iteration 15Q: 3 clusters Score -506394.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -506459.125000 Penalty: 824.426697
	Iteration 16Q: 3 clusters Score -506459.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -506529.312500 Penalty: 824.426697
	Iteration 17Q: 3 clusters Score -506529.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -506589.500000 Penalty: 824.426697
	Iteration 18Q: 3 clusters Score -506589.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -506657.625000 Penalty: 824.426697
	Iteration 19Q: 3 clusters Score -506657.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -506718.437500 Penalty: 824.426697
	Iteration 20F: 3 clusters Score -506718.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -506785.281250 Penalty: 824.426697
	Iteration 21Q: 3 clusters Score -506785.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -506828.718750 Penalty: 824.426697
	Iteration 22Q: 3 clusters Score -506828.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -506861.593750 Penalty: 824.426697
	Iteration 23Q: 3 clusters Score -506861.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -506881.281250 Penalty: 824.426697
	Iteration 24Q: 3 clusters Score -506881.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -506894.093750 Penalty: 824.426697
	Iteration 25Q: 3 clusters Score -506894.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -506910.187500 Penalty: 824.426697
	Iteration 26Q: 3 clusters Score -506910.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -506918.812500 Penalty: 824.426697
	Iteration 27Q: 3 clusters Score -506918.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -506930.062500 Penalty: 824.426697
	Iteration 28Q: 3 clusters Score -506930.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -506939.281250 Penalty: 824.426697
	Iteration 29Q: 3 clusters Score -506939.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -506948.031250 Penalty: 824.426697
	Iteration 30Q: 3 clusters Score -506948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -506956.031250 Penalty: 824.426697
	Iteration 31Q: 3 clusters Score -506956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -506960.125000 Penalty: 824.426697
	Iteration 32Q: 3 clusters Score -506960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -506962.187500 Penalty: 824.426697
	Iteration 33Q: 3 clusters Score -506962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -506964.187500 Penalty: 824.426697
	Iteration 34Q: 3 clusters Score -506964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -506966.906250 Penalty: 824.426697
	Iteration 35Q: 3 clusters Score -506966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -506968.343750 Penalty: 824.426697
	Iteration 36Q: 3 clusters Score -506968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -506970.687500 Penalty: 824.426697
	Iteration 37Q: 3 clusters Score -506970.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -506974.187500 Penalty: 824.426697
	Iteration 38Q: 3 clusters Score -506974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -506976.687500 Penalty: 824.426697
	Iteration 39Q: 3 clusters Score -506976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -506977.875000 Penalty: 824.426697
	Iteration 40F: 3 clusters Score -506977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -506979.437500 Penalty: 824.426697
	Iteration 41Q: 3 clusters Score -506979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -506981.031250 Penalty: 824.426697
	Iteration 42Q: 3 clusters Score -506981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -506982.187500 Penalty: 824.426697
	Iteration 43Q: 3 clusters Score -506982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -506983.000000 Penalty: 824.426697
	Iteration 44Q: 3 clusters Score -506983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -506985.218750 Penalty: 824.426697
	Iteration 45Q: 3 clusters Score -506985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -506986.625000 Penalty: 824.426697
	Iteration 46Q: 3 clusters Score -506986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -506987.250000 Penalty: 824.426697
	Iteration 47Q: 3 clusters Score -506987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -506987.687500 Penalty: 824.426697
	Iteration 48Q: 3 clusters Score -506987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -506988.031250 Penalty: 824.426697
	Iteration 49Q: 3 clusters Score -506988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -506988.437500 Penalty: 824.426697
	Iteration 50Q: 3 clusters Score -506988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -506988.937500 Penalty: 824.426697
	Iteration 51Q: 3 clusters Score -506988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -506990.125000 Penalty: 824.426697
	Iteration 52Q: 3 clusters Score -506990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -506989.500000 Penalty: 824.426697
	Iteration 53Q: 3 clusters Score -506989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -506988.937500 Penalty: 824.426697
	Iteration 54Q: 3 clusters Score -506988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -506988.937500 Penalty: 824.426697
	Iteration 55F: 3 clusters Score -506988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Entering Unmasked Estep 
Score: -2700725.250000 Penalty: 483.675842
	Iteration 0F: 2 clusters Score -2700725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2673425.250000 Penalty: 967.351685
	Iteration 0F: 3 clusters Score -2673425 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2685798.250000 Penalty: 967.351685
	Iteration 1F: 3 clusters Score -2685798 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2686792.250000 Penalty: 967.351685
	Iteration 2F: 3 clusters Score -2686792 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2688168.250000 Penalty: 967.351685
	Iteration 3F: 3 clusters Score -2688168 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2689920.000000 Penalty: 967.351685
	Iteration 4F: 3 clusters Score -2689920 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2691748.250000 Penalty: 967.351685
	Iteration 5F: 3 clusters Score -2691748 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2693229.250000 Penalty: 967.351685
	Iteration 6F: 3 clusters Score -2693229 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2694289.250000 Penalty: 967.351685
	Iteration 7Q: 3 clusters Score -2694289 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2694917.750000 Penalty: 967.351685
	Iteration 8Q: 3 clusters Score -2694918 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2695287.750000 Penalty: 967.351685
	Iteration 9Q: 3 clusters Score -2695288 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2695541.500000 Penalty: 967.351685
	Iteration 10Q: 3 clusters Score -2695542 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2695754.250000 Penalty: 967.351685
	Iteration 11Q: 3 clusters Score -2695754 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2695978.500000 Penalty: 967.351685
	Iteration 12Q: 3 clusters Score -2695978 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2696221.500000 Penalty: 967.351685
	Iteration 13Q: 3 clusters Score -2696222 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2696465.250000 Penalty: 967.351685
	Iteration 14Q: 3 clusters Score -2696465 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2696737.750000 Penalty: 967.351685
	Iteration 15Q: 3 clusters Score -2696738 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2696963.250000 Penalty: 967.351685
	Iteration 16Q: 3 clusters Score -2696963 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2697190.250000 Penalty: 967.351685
	Iteration 17Q: 3 clusters Score -2697190 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2697460.500000 Penalty: 967.351685
	Iteration 18Q: 3 clusters Score -2697460 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2697717.000000 Penalty: 967.351685
	Iteration 19Q: 3 clusters Score -2697717 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2697971.250000 Penalty: 967.351685
	Iteration 20F: 3 clusters Score -2697971 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2698240.750000 Penalty: 967.351685
	Iteration 21Q: 3 clusters Score -2698241 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2698527.250000 Penalty: 967.351685
	Iteration 22Q: 3 clusters Score -2698527 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2698816.500000 Penalty: 967.351685
	Iteration 23Q: 3 clusters Score -2698816 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2699012.750000 Penalty: 967.351685
	Iteration 24Q: 3 clusters Score -2699013 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2699186.250000 Penalty: 967.351685
	Iteration 25Q: 3 clusters Score -2699186 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2699323.500000 Penalty: 967.351685
	Iteration 26Q: 3 clusters Score -2699324 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2699468.250000 Penalty: 967.351685
	Iteration 27Q: 3 clusters Score -2699468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2699621.250000 Penalty: 967.351685
	Iteration 28Q: 3 clusters Score -2699621 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2699732.500000 Penalty: 967.351685
	Iteration 29Q: 3 clusters Score -2699732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2699832.500000 Penalty: 967.351685
	Iteration 30Q: 3 clusters Score -2699832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2699916.500000 Penalty: 967.351685
	Iteration 31Q: 3 clusters Score -2699916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2699953.250000 Penalty: 967.351685
	Iteration 32Q: 3 clusters Score -2699953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2699997.250000 Penalty: 967.351685
	Iteration 33Q: 3 clusters Score -2699997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2700032.500000 Penalty: 967.351685
	Iteration 34Q: 3 clusters Score -2700032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2700063.000000 Penalty: 967.351685
	Iteration 35Q: 3 clusters Score -2700063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2700106.000000 Penalty: 967.351685
	Iteration 36Q: 3 clusters Score -2700106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2700136.250000 Penalty: 967.351685
	Iteration 37Q: 3 clusters Score -2700136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2700154.750000 Penalty: 967.351685
	Iteration 38Q: 3 clusters Score -2700155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2700171.000000 Penalty: 967.351685
	Iteration 39Q: 3 clusters Score -2700171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2700177.500000 Penalty: 967.351685
	Iteration 40F: 3 clusters Score -2700178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2700191.250000 Penalty: 967.351685
	Iteration 41Q: 3 clusters Score -2700191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2700202.750000 Penalty: 967.351685
	Iteration 42Q: 3 clusters Score -2700203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2700208.750000 Penalty: 967.351685
	Iteration 43Q: 3 clusters Score -2700209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2700217.250000 Penalty: 967.351685
	Iteration 44Q: 3 clusters Score -2700217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2700222.000000 Penalty: 967.351685
	Iteration 45Q: 3 clusters Score -2700222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2700227.000000 Penalty: 967.351685
	Iteration 46Q: 3 clusters Score -2700227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2700228.250000 Penalty: 967.351685
	Iteration 47Q: 3 clusters Score -2700228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2700227.500000 Penalty: 967.351685
	Iteration 48Q: 3 clusters Score -2700228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2700227.500000 Penalty: 967.351685
	Iteration 49F: 3 clusters Score -2700228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Entering Unmasked Estep 
Score: -4858739.000000 Penalty: 512.432068
	Iteration 0F: 2 clusters Score -4858739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4807733.500000 Penalty: 1024.864136
	Iteration 0F: 3 clusters Score -4807734 nChanged 38030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4831674.500000 Penalty: 1024.864136
	Iteration 1F: 3 clusters Score -4831674 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -4832875.500000 Penalty: 1024.864136
	Iteration 2Q: 3 clusters Score -4832876 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4834112.500000 Penalty: 1024.864136
	Iteration 3Q: 3 clusters Score -4834112 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -4835453.500000 Penalty: 1024.864136
	Iteration 4Q: 3 clusters Score -4835454 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -4836730.500000 Penalty: 1024.864136
	Iteration 5Q: 3 clusters Score -4836730 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -4838027.500000 Penalty: 1024.864136
	Iteration 6Q: 3 clusters Score -4838028 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -4839538.500000 Penalty: 1024.864136
	Iteration 7Q: 3 clusters Score -4839538 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -4841586.500000 Penalty: 1024.864136
	Iteration 8Q: 3 clusters Score -4841586 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -4844204.500000 Penalty: 1024.864136
	Iteration 9F: 3 clusters Score -4844204 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -4846757.500000 Penalty: 1024.864136
	Iteration 10F: 3 clusters Score -4846758 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4848386.000000 Penalty: 1024.864136
	Iteration 11Q: 3 clusters Score -4848386 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4849189.500000 Penalty: 1024.864136
	Iteration 12Q: 3 clusters Score -4849190 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4849558.000000 Penalty: 1024.864136
	Iteration 13Q: 3 clusters Score -4849558 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -4849785.500000 Penalty: 1024.864136
	Iteration 14Q: 3 clusters Score -4849786 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4849928.000000 Penalty: 1024.864136
	Iteration 15Q: 3 clusters Score -4849928 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4850147.000000 Penalty: 1024.864136
	Iteration 16Q: 3 clusters Score -4850147 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -4850313.000000 Penalty: 1024.864136
	Iteration 17Q: 3 clusters Score -4850313 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4850443.000000 Penalty: 1024.864136
	Iteration 18Q: 3 clusters Score -4850443 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -4850538.000000 Penalty: 1024.864136
	Iteration 19Q: 3 clusters Score -4850538 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4850617.000000 Penalty: 1024.864136
	Iteration 20F: 3 clusters Score -4850617 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -4850739.000000 Penalty: 1024.864136
	Iteration 21Q: 3 clusters Score -4850739 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4850795.500000 Penalty: 1024.864136
	Iteration 22Q: 3 clusters Score -4850796 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4850871.500000 Penalty: 1024.864136
	Iteration 23Q: 3 clusters Score -4850872 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4850918.500000 Penalty: 1024.864136
	Iteration 24Q: 3 clusters Score -4850918 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4850981.500000 Penalty: 1024.864136
	Iteration 25Q: 3 clusters Score -4850982 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4851025.500000 Penalty: 1024.864136
	Iteration 26Q: 3 clusters Score -4851026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4851089.500000 Penalty: 1024.864136
	Iteration 27Q: 3 clusters Score -4851090 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4851094.500000 Penalty: 1024.864136
	Iteration 28Q: 3 clusters Score -4851094 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4851117.500000 Penalty: 1024.864136
	Iteration 29Q: 3 clusters Score -4851118 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -4851157.000000 Penalty: 1024.864136
	Iteration 30Q: 3 clusters Score -4851157 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4851182.500000 Penalty: 1024.864136
	Iteration 31Q: 3 clusters Score -4851182 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4851188.500000 Penalty: 1024.864136
	Iteration 32Q: 3 clusters Score -4851188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4851201.000000 Penalty: 1024.864136
	Iteration 33Q: 3 clusters Score -4851201 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4851198.500000 Penalty: 1024.864136
	Iteration 34Q: 3 clusters Score -4851198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -4851211.500000 Penalty: 1024.864136
	Iteration 35Q: 3 clusters Score -4851212 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -4851206.500000 Penalty: 1024.864136
	Iteration 36Q: 3 clusters Score -4851206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -4851210.500000 Penalty: 1024.864136
	Iteration 37Q: 3 clusters Score -4851210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -4851206.000000 Penalty: 1024.864136
	Iteration 38Q: 3 clusters Score -4851206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4851199.500000 Penalty: 1024.864136
	Iteration 39Q: 3 clusters Score -4851200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4851204.500000 Penalty: 1024.864136
	Iteration 40F: 3 clusters Score -4851204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4851204.000000 Penalty: 1024.864136
	Iteration 41Q: 3 clusters Score -4851204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -4851208.500000 Penalty: 1024.864136
	Iteration 42Q: 3 clusters Score -4851208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4851204.000000 Penalty: 1024.864136
	Iteration 43Q: 3 clusters Score -4851204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4851204.500000 Penalty: 1024.864136
	Iteration 44Q: 3 clusters Score -4851204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4851186.500000 Penalty: 1024.864136
	Iteration 45Q: 3 clusters Score -4851186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4851184.000000 Penalty: 1024.864136
	Iteration 46Q: 3 clusters Score -4851184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -4851184.000000 Penalty: 1024.864136
	Iteration 47Q: 3 clusters Score -4851184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4851190.500000 Penalty: 1024.864136
	Iteration 48Q: 3 clusters Score -4851190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4851191.000000 Penalty: 1024.864136
	Iteration 49Q: 3 clusters Score -4851191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4851189.000000 Penalty: 1024.864136
	Iteration 50Q: 3 clusters Score -4851189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4851191.500000 Penalty: 1024.864136
	Iteration 51Q: 3 clusters Score -4851192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4851192.000000 Penalty: 1024.864136
	Iteration 52Q: 3 clusters Score -4851192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4851192.000000 Penalty: 1024.864136
	Iteration 53Q: 3 clusters Score -4851192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4851200.500000 Penalty: 1024.864136
	Iteration 54Q: 3 clusters Score -4851200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -4851194.000000 Penalty: 1024.864136
	Iteration 55Q: 3 clusters Score -4851194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4851191.000000 Penalty: 1024.864136
	Iteration 56Q: 3 clusters Score -4851191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -4851189.000000 Penalty: 1024.864136
	Iteration 57Q: 3 clusters Score -4851189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4851184.000000 Penalty: 1024.864136
	Iteration 58Q: 3 clusters Score -4851184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4851176.000000 Penalty: 1024.864136
	Iteration 59Q: 3 clusters Score -4851176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -4851183.000000 Penalty: 1024.864136
	Iteration 60F: 3 clusters Score -4851183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -4851177.500000 Penalty: 1024.864136
	Iteration 61Q: 3 clusters Score -4851178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4851172.000000 Penalty: 1024.864136
	Iteration 62Q: 3 clusters Score -4851172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4851175.000000 Penalty: 1024.864136
	Iteration 63Q: 3 clusters Score -4851175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4851168.500000 Penalty: 1024.864136
	Iteration 64Q: 3 clusters Score -4851168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -4851172.000000 Penalty: 1024.864136
	Iteration 65Q: 3 clusters Score -4851172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4851176.500000 Penalty: 1024.864136
	Iteration 66Q: 3 clusters Score -4851176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -4851171.000000 Penalty: 1024.864136
	Iteration 67Q: 3 clusters Score -4851171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -4851176.500000 Penalty: 1024.864136
	Iteration 68Q: 3 clusters Score -4851176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -4851172.000000 Penalty: 1024.864136
	Iteration 69Q: 3 clusters Score -4851172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4851171.500000 Penalty: 1024.864136
	Iteration 70Q: 3 clusters Score -4851172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4851171.500000 Penalty: 1024.864136
	Iteration 71F: 3 clusters Score -4851172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Entering Unmasked Estep 
Score: -1974612.125000 Penalty: 469.825836
	Iteration 0F: 2 clusters Score -1974612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1954357.000000 Penalty: 939.651672
	Iteration 0F: 3 clusters Score -1954357 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1963870.750000 Penalty: 939.651672
	Iteration 1F: 3 clusters Score -1963871 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1965192.000000 Penalty: 939.651672
	Iteration 2F: 3 clusters Score -1965192 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1966922.625000 Penalty: 939.651672
	Iteration 3F: 3 clusters Score -1966923 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1968706.625000 Penalty: 939.651672
	Iteration 4F: 3 clusters Score -1968707 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1970359.750000 Penalty: 939.651672
	Iteration 5F: 3 clusters Score -1970360 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1971569.250000 Penalty: 939.651672
	Iteration 6F: 3 clusters Score -1971569 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -1972433.375000 Penalty: 939.651672
	Iteration 7Q: 3 clusters Score -1972433 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -1973051.375000 Penalty: 939.651672
	Iteration 8Q: 3 clusters Score -1973051 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -1973426.125000 Penalty: 939.651672
	Iteration 9Q: 3 clusters Score -1973426 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -1973704.125000 Penalty: 939.651672
	Iteration 10Q: 3 clusters Score -1973704 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -1973955.875000 Penalty: 939.651672
	Iteration 11Q: 3 clusters Score -1973956 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -1974142.250000 Penalty: 939.651672
	Iteration 12Q: 3 clusters Score -1974142 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -1974256.250000 Penalty: 939.651672
	Iteration 13Q: 3 clusters Score -1974256 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1974327.500000 Penalty: 939.651672
	Iteration 14Q: 3 clusters Score -1974328 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1974372.875000 Penalty: 939.651672
	Iteration 15Q: 3 clusters Score -1974373 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -1974411.500000 Penalty: 939.651672
	Iteration 16Q: 3 clusters Score -1974412 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -1974447.250000 Penalty: 939.651672
	Iteration 17Q: 3 clusters Score -1974447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -1974489.500000 Penalty: 939.651672
	Iteration 18Q: 3 clusters Score -1974490 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -1974528.375000 Penalty: 939.651672
	Iteration 19Q: 3 clusters Score -1974528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -1974573.250000 Penalty: 939.651672
	Iteration 20F: 3 clusters Score -1974573 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -1974604.375000 Penalty: 939.651672
	Iteration 21Q: 3 clusters Score -1974604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -1974629.625000 Penalty: 939.651672
	Iteration 22Q: 3 clusters Score -1974630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -1974679.625000 Penalty: 939.651672
	Iteration 23Q: 3 clusters Score -1974680 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -1974718.875000 Penalty: 939.651672
	Iteration 24Q: 3 clusters Score -1974719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -1974761.625000 Penalty: 939.651672
	Iteration 25Q: 3 clusters Score -1974762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1974808.875000 Penalty: 939.651672
	Iteration 26Q: 3 clusters Score -1974809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -1974865.750000 Penalty: 939.651672
	Iteration 27Q: 3 clusters Score -1974866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -1974906.375000 Penalty: 939.651672
	Iteration 28Q: 3 clusters Score -1974906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -1974925.625000 Penalty: 939.651672
	Iteration 29Q: 3 clusters Score -1974926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1974941.625000 Penalty: 939.651672
	Iteration 30Q: 3 clusters Score -1974942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -1974952.875000 Penalty: 939.651672
	Iteration 31Q: 3 clusters Score -1974953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -1974953.625000 Penalty: 939.651672
	Iteration 32Q: 3 clusters Score -1974954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -1974956.375000 Penalty: 939.651672
	Iteration 33Q: 3 clusters Score -1974956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1974967.375000 Penalty: 939.651672
	Iteration 34Q: 3 clusters Score -1974967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -1974977.125000 Penalty: 939.651672
	Iteration 35Q: 3 clusters Score -1974977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -1974984.250000 Penalty: 939.651672
	Iteration 36Q: 3 clusters Score -1974984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -1974981.625000 Penalty: 939.651672
	Iteration 37Q: 3 clusters Score -1974982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -1974984.125000 Penalty: 939.651672
	Iteration 38Q: 3 clusters Score -1974984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -1974984.000000 Penalty: 939.651672
	Iteration 39Q: 3 clusters Score -1974984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -1974994.250000 Penalty: 939.651672
	Iteration 40F: 3 clusters Score -1974994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -1975003.500000 Penalty: 939.651672
	Iteration 41Q: 3 clusters Score -1975004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -1975008.375000 Penalty: 939.651672
	Iteration 42Q: 3 clusters Score -1975008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -1975020.000000 Penalty: 939.651672
	Iteration 43Q: 3 clusters Score -1975020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -1975026.875000 Penalty: 939.651672
	Iteration 44Q: 3 clusters Score -1975027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1975043.375000 Penalty: 939.651672
	Iteration 45Q: 3 clusters Score -1975043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -1975056.250000 Penalty: 939.651672
	Iteration 46Q: 3 clusters Score -1975056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -1975059.125000 Penalty: 939.651672
	Iteration 47Q: 3 clusters Score -1975059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -1975070.750000 Penalty: 939.651672
	Iteration 48Q: 3 clusters Score -1975071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -1975076.000000 Penalty: 939.651672
	Iteration 49Q: 3 clusters Score -1975076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -1975078.375000 Penalty: 939.651672
	Iteration 50Q: 3 clusters Score -1975078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -1975083.500000 Penalty: 939.651672
	Iteration 51Q: 3 clusters Score -1975084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -1975088.250000 Penalty: 939.651672
	Iteration 52Q: 3 clusters Score -1975088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -1975090.875000 Penalty: 939.651672
	Iteration 53Q: 3 clusters Score -1975091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -1975094.875000 Penalty: 939.651672
	Iteration 54Q: 3 clusters Score -1975095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1975092.500000 Penalty: 939.651672
	Iteration 55Q: 3 clusters Score -1975092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -1975090.250000 Penalty: 939.651672
	Iteration 56Q: 3 clusters Score -1975090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -1975089.625000 Penalty: 939.651672
	Iteration 57Q: 3 clusters Score -1975090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -1975090.375000 Penalty: 939.651672
	Iteration 58Q: 3 clusters Score -1975090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1975088.500000 Penalty: 939.651672
	Iteration 59Q: 3 clusters Score -1975088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -1975104.375000 Penalty: 939.651672
	Iteration 60F: 3 clusters Score -1975104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1975109.500000 Penalty: 939.651672
	Iteration 61Q: 3 clusters Score -1975110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -1975110.500000 Penalty: 939.651672
	Iteration 62Q: 3 clusters Score -1975110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1975110.750000 Penalty: 939.651672
	Iteration 63Q: 3 clusters Score -1975111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -1975113.875000 Penalty: 939.651672
	Iteration 64Q: 3 clusters Score -1975114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -1975113.625000 Penalty: 939.651672
	Iteration 65Q: 3 clusters Score -1975114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -1975113.625000 Penalty: 939.651672
	Iteration 66F: 3 clusters Score -1975114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 43100 members 
Mstep: Class 9 contains 80334 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 41367 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 14 contains 81375 members 
Mstep: Class 15 contains 29675 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 86326 members 
Mstep: Class 23 contains 42970 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 933 members 
Mstep: Class 28 contains 29826 members 
Entering Unmasked Estep 
Score: -42222784.000000 Penalty: 17140.593750
Splitting cluster 13 changes total score from -42221932.000000 to -42222784.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (81375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Entering Unmasked Estep 
Score: -4871617.000000 Penalty: 514.460449
	Iteration 0F: 2 clusters Score -4871617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4817577.000000 Penalty: 1028.920898
	Iteration 0F: 3 clusters Score -4817577 nChanged 39664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -4841345.000000 Penalty: 1028.920898
	Iteration 1F: 3 clusters Score -4841345 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -4843317.000000 Penalty: 1028.920898
	Iteration 2F: 3 clusters Score -4843317 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -4846997.000000 Penalty: 1028.920898
	Iteration 3F: 3 clusters Score -4846997 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -4852571.000000 Penalty: 1028.920898
	Iteration 4F: 3 clusters Score -4852571 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -4858679.000000 Penalty: 1028.920898
	Iteration 5F: 3 clusters Score -4858679 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -4863377.000000 Penalty: 1028.920898
	Iteration 6F: 3 clusters Score -4863377 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -4866137.000000 Penalty: 1028.920898
	Iteration 7Q: 3 clusters Score -4866137 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -4868121.000000 Penalty: 1028.920898
	Iteration 8Q: 3 clusters Score -4868121 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -4869256.500000 Penalty: 1028.920898
	Iteration 9Q: 3 clusters Score -4869256 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -4869994.000000 Penalty: 1028.920898
	Iteration 10Q: 3 clusters Score -4869994 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -4870511.500000 Penalty: 1028.920898
	Iteration 11Q: 3 clusters Score -4870512 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -4870832.500000 Penalty: 1028.920898
	Iteration 12Q: 3 clusters Score -4870832 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -4871095.500000 Penalty: 1028.920898
	Iteration 13Q: 3 clusters Score -4871096 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -4871221.000000 Penalty: 1028.920898
	Iteration 14Q: 3 clusters Score -4871221 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -4871292.500000 Penalty: 1028.920898
	Iteration 15Q: 3 clusters Score -4871292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -4871341.000000 Penalty: 1028.920898
	Iteration 16Q: 3 clusters Score -4871341 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -4871379.000000 Penalty: 1028.920898
	Iteration 17Q: 3 clusters Score -4871379 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -4871411.000000 Penalty: 1028.920898
	Iteration 18Q: 3 clusters Score -4871411 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -4871428.500000 Penalty: 1028.920898
	Iteration 19Q: 3 clusters Score -4871428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -4871419.500000 Penalty: 1028.920898
	Iteration 20F: 3 clusters Score -4871420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -4871407.000000 Penalty: 1028.920898
	Iteration 21Q: 3 clusters Score -4871407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -4871401.500000 Penalty: 1028.920898
	Iteration 22Q: 3 clusters Score -4871402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -4871420.000000 Penalty: 1028.920898
	Iteration 23Q: 3 clusters Score -4871420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -4871419.000000 Penalty: 1028.920898
	Iteration 24Q: 3 clusters Score -4871419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -4871403.500000 Penalty: 1028.920898
	Iteration 25Q: 3 clusters Score -4871404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -4871405.000000 Penalty: 1028.920898
	Iteration 26Q: 3 clusters Score -4871405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -4871404.000000 Penalty: 1028.920898
	Iteration 27Q: 3 clusters Score -4871404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -4871398.500000 Penalty: 1028.920898
	Iteration 28Q: 3 clusters Score -4871398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -4871410.000000 Penalty: 1028.920898
	Iteration 29Q: 3 clusters Score -4871410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -4871400.500000 Penalty: 1028.920898
	Iteration 30Q: 3 clusters Score -4871400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -4871397.500000 Penalty: 1028.920898
	Iteration 31Q: 3 clusters Score -4871398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -4871403.500000 Penalty: 1028.920898
	Iteration 32Q: 3 clusters Score -4871404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -4871395.000000 Penalty: 1028.920898
	Iteration 33Q: 3 clusters Score -4871395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -4871395.500000 Penalty: 1028.920898
	Iteration 34Q: 3 clusters Score -4871396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -4871399.000000 Penalty: 1028.920898
	Iteration 35Q: 3 clusters Score -4871399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -4871396.500000 Penalty: 1028.920898
	Iteration 36Q: 3 clusters Score -4871396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -4871399.500000 Penalty: 1028.920898
	Iteration 37Q: 3 clusters Score -4871400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -4871402.500000 Penalty: 1028.920898
	Iteration 38Q: 3 clusters Score -4871402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -4871405.500000 Penalty: 1028.920898
	Iteration 39Q: 3 clusters Score -4871406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -4871408.000000 Penalty: 1028.920898
	Iteration 40F: 3 clusters Score -4871408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -4871409.500000 Penalty: 1028.920898
	Iteration 41Q: 3 clusters Score -4871410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -4871410.500000 Penalty: 1028.920898
	Iteration 42Q: 3 clusters Score -4871410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -4871417.500000 Penalty: 1028.920898
	Iteration 43Q: 3 clusters Score -4871418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -4871413.500000 Penalty: 1028.920898
	Iteration 44Q: 3 clusters Score -4871414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -4871415.000000 Penalty: 1028.920898
	Iteration 45Q: 3 clusters Score -4871415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -4871423.500000 Penalty: 1028.920898
	Iteration 46Q: 3 clusters Score -4871424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -4871414.000000 Penalty: 1028.920898
	Iteration 47Q: 3 clusters Score -4871414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -4871413.000000 Penalty: 1028.920898
	Iteration 48Q: 3 clusters Score -4871413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -4871408.500000 Penalty: 1028.920898
	Iteration 49Q: 3 clusters Score -4871408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -4871409.000000 Penalty: 1028.920898
	Iteration 50Q: 3 clusters Score -4871409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -4871406.500000 Penalty: 1028.920898
	Iteration 51Q: 3 clusters Score -4871406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -4871409.500000 Penalty: 1028.920898
	Iteration 52Q: 3 clusters Score -4871410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -4871405.500000 Penalty: 1028.920898
	Iteration 53Q: 3 clusters Score -4871406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -4871413.000000 Penalty: 1028.920898
	Iteration 54Q: 3 clusters Score -4871413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -4871408.000000 Penalty: 1028.920898
	Iteration 55Q: 3 clusters Score -4871408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -4871406.000000 Penalty: 1028.920898
	Iteration 56Q: 3 clusters Score -4871406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -4871410.000000 Penalty: 1028.920898
	Iteration 57Q: 3 clusters Score -4871410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -4871405.500000 Penalty: 1028.920898
	Iteration 58Q: 3 clusters Score -4871406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -4871408.000000 Penalty: 1028.920898
	Iteration 59Q: 3 clusters Score -4871408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -4871408.500000 Penalty: 1028.920898
	Iteration 60F: 3 clusters Score -4871408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -4871416.000000 Penalty: 1028.920898
	Iteration 61Q: 3 clusters Score -4871416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -4871410.500000 Penalty: 1028.920898
	Iteration 62Q: 3 clusters Score -4871410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -4871411.500000 Penalty: 1028.920898
	Iteration 63Q: 3 clusters Score -4871412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -4871409.000000 Penalty: 1028.920898
	Iteration 64Q: 3 clusters Score -4871409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -4871411.000000 Penalty: 1028.920898
	Iteration 65Q: 3 clusters Score -4871411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -4871411.000000 Penalty: 1028.920898
	Iteration 66F: 3 clusters Score -4871411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Entering Unmasked Estep 
Score: -1937165.750000 Penalty: 468.561737
	Iteration 0F: 2 clusters Score -1937166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1917344.875000 Penalty: 937.123474
	Iteration 0F: 3 clusters Score -1917345 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1926059.375000 Penalty: 937.123474
	Iteration 1F: 3 clusters Score -1926059 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1926666.250000 Penalty: 937.123474
	Iteration 2Q: 3 clusters Score -1926666 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1927650.000000 Penalty: 937.123474
	Iteration 3F: 3 clusters Score -1927650 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1929182.625000 Penalty: 937.123474
	Iteration 4F: 3 clusters Score -1929183 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1931074.500000 Penalty: 937.123474
	Iteration 5F: 3 clusters Score -1931074 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1932577.125000 Penalty: 937.123474
	Iteration 6F: 3 clusters Score -1932577 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1933232.125000 Penalty: 937.123474
	Iteration 7Q: 3 clusters Score -1933232 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1933476.500000 Penalty: 937.123474
	Iteration 8Q: 3 clusters Score -1933476 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1933592.875000 Penalty: 937.123474
	Iteration 9Q: 3 clusters Score -1933593 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1933694.875000 Penalty: 937.123474
	Iteration 10Q: 3 clusters Score -1933695 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1933787.250000 Penalty: 937.123474
	Iteration 11Q: 3 clusters Score -1933787 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1933878.375000 Penalty: 937.123474
	Iteration 12Q: 3 clusters Score -1933878 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1933975.375000 Penalty: 937.123474
	Iteration 13Q: 3 clusters Score -1933975 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1934086.750000 Penalty: 937.123474
	Iteration 14Q: 3 clusters Score -1934087 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1934225.000000 Penalty: 937.123474
	Iteration 15Q: 3 clusters Score -1934225 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1934363.375000 Penalty: 937.123474
	Iteration 16Q: 3 clusters Score -1934363 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1934494.500000 Penalty: 937.123474
	Iteration 17Q: 3 clusters Score -1934494 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1934633.625000 Penalty: 937.123474
	Iteration 18Q: 3 clusters Score -1934634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1934823.250000 Penalty: 937.123474
	Iteration 19Q: 3 clusters Score -1934823 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1935028.000000 Penalty: 937.123474
	Iteration 20F: 3 clusters Score -1935028 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1935228.375000 Penalty: 937.123474
	Iteration 21Q: 3 clusters Score -1935228 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1935418.875000 Penalty: 937.123474
	Iteration 22Q: 3 clusters Score -1935419 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1935629.125000 Penalty: 937.123474
	Iteration 23Q: 3 clusters Score -1935629 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1935805.125000 Penalty: 937.123474
	Iteration 24Q: 3 clusters Score -1935805 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1935951.375000 Penalty: 937.123474
	Iteration 25Q: 3 clusters Score -1935951 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1936068.250000 Penalty: 937.123474
	Iteration 26Q: 3 clusters Score -1936068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1936156.875000 Penalty: 937.123474
	Iteration 27Q: 3 clusters Score -1936157 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1936223.375000 Penalty: 937.123474
	Iteration 28Q: 3 clusters Score -1936223 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1936271.125000 Penalty: 937.123474
	Iteration 29Q: 3 clusters Score -1936271 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1936329.500000 Penalty: 937.123474
	Iteration 30Q: 3 clusters Score -1936330 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1936370.500000 Penalty: 937.123474
	Iteration 31Q: 3 clusters Score -1936370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1936391.875000 Penalty: 937.123474
	Iteration 32Q: 3 clusters Score -1936392 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1936416.750000 Penalty: 937.123474
	Iteration 33Q: 3 clusters Score -1936417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1936425.625000 Penalty: 937.123474
	Iteration 34Q: 3 clusters Score -1936426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1936439.625000 Penalty: 937.123474
	Iteration 35Q: 3 clusters Score -1936440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1936449.125000 Penalty: 937.123474
	Iteration 36Q: 3 clusters Score -1936449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1936451.875000 Penalty: 937.123474
	Iteration 37Q: 3 clusters Score -1936452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1936455.500000 Penalty: 937.123474
	Iteration 38Q: 3 clusters Score -1936456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1936464.125000 Penalty: 937.123474
	Iteration 39Q: 3 clusters Score -1936464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1936474.625000 Penalty: 937.123474
	Iteration 40F: 3 clusters Score -1936475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1936479.500000 Penalty: 937.123474
	Iteration 41Q: 3 clusters Score -1936480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1936486.250000 Penalty: 937.123474
	Iteration 42Q: 3 clusters Score -1936486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1936498.625000 Penalty: 937.123474
	Iteration 43Q: 3 clusters Score -1936499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1936505.375000 Penalty: 937.123474
	Iteration 44Q: 3 clusters Score -1936505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1936517.500000 Penalty: 937.123474
	Iteration 45Q: 3 clusters Score -1936518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1936529.750000 Penalty: 937.123474
	Iteration 46Q: 3 clusters Score -1936530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1936540.625000 Penalty: 937.123474
	Iteration 47Q: 3 clusters Score -1936541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1936547.375000 Penalty: 937.123474
	Iteration 48Q: 3 clusters Score -1936547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1936560.625000 Penalty: 937.123474
	Iteration 49Q: 3 clusters Score -1936561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1936567.625000 Penalty: 937.123474
	Iteration 50Q: 3 clusters Score -1936568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1936581.500000 Penalty: 937.123474
	Iteration 51Q: 3 clusters Score -1936582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1936591.875000 Penalty: 937.123474
	Iteration 52Q: 3 clusters Score -1936592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1936599.000000 Penalty: 937.123474
	Iteration 53Q: 3 clusters Score -1936599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1936599.625000 Penalty: 937.123474
	Iteration 54Q: 3 clusters Score -1936600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1936606.750000 Penalty: 937.123474
	Iteration 55Q: 3 clusters Score -1936607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1936612.875000 Penalty: 937.123474
	Iteration 56Q: 3 clusters Score -1936613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1936611.875000 Penalty: 937.123474
	Iteration 57Q: 3 clusters Score -1936612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1936621.750000 Penalty: 937.123474
	Iteration 58Q: 3 clusters Score -1936622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1936627.750000 Penalty: 937.123474
	Iteration 59Q: 3 clusters Score -1936628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1936632.750000 Penalty: 937.123474
	Iteration 60F: 3 clusters Score -1936633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1936638.000000 Penalty: 937.123474
	Iteration 61Q: 3 clusters Score -1936638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1936648.375000 Penalty: 937.123474
	Iteration 62Q: 3 clusters Score -1936648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1936663.625000 Penalty: 937.123474
	Iteration 63Q: 3 clusters Score -1936664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1936673.625000 Penalty: 937.123474
	Iteration 64Q: 3 clusters Score -1936674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1936678.625000 Penalty: 937.123474
	Iteration 65Q: 3 clusters Score -1936679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1936683.750000 Penalty: 937.123474
	Iteration 66Q: 3 clusters Score -1936684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1936694.250000 Penalty: 937.123474
	Iteration 67Q: 3 clusters Score -1936694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1936698.750000 Penalty: 937.123474
	Iteration 68Q: 3 clusters Score -1936699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1936705.125000 Penalty: 937.123474
	Iteration 69Q: 3 clusters Score -1936705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1936711.000000 Penalty: 937.123474
	Iteration 70Q: 3 clusters Score -1936711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1936714.375000 Penalty: 937.123474
	Iteration 71Q: 3 clusters Score -1936714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1936716.500000 Penalty: 937.123474
	Iteration 72Q: 3 clusters Score -1936716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1936713.500000 Penalty: 937.123474
	Iteration 73Q: 3 clusters Score -1936714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1936718.250000 Penalty: 937.123474
	Iteration 74Q: 3 clusters Score -1936718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1936722.875000 Penalty: 937.123474
	Iteration 75Q: 3 clusters Score -1936723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1936732.500000 Penalty: 937.123474
	Iteration 76Q: 3 clusters Score -1936732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1936746.250000 Penalty: 937.123474
	Iteration 77Q: 3 clusters Score -1936746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1936753.000000 Penalty: 937.123474
	Iteration 78Q: 3 clusters Score -1936753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1936759.125000 Penalty: 937.123474
	Iteration 79Q: 3 clusters Score -1936759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1936767.375000 Penalty: 937.123474
	Iteration 80F: 3 clusters Score -1936767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1936776.750000 Penalty: 937.123474
	Iteration 81Q: 3 clusters Score -1936777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1936785.625000 Penalty: 937.123474
	Iteration 82Q: 3 clusters Score -1936786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1936790.250000 Penalty: 937.123474
	Iteration 83Q: 3 clusters Score -1936790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1936797.625000 Penalty: 937.123474
	Iteration 84Q: 3 clusters Score -1936798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1936800.000000 Penalty: 937.123474
	Iteration 85Q: 3 clusters Score -1936800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1936802.375000 Penalty: 937.123474
	Iteration 86Q: 3 clusters Score -1936802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1936807.625000 Penalty: 937.123474
	Iteration 87Q: 3 clusters Score -1936808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1936817.500000 Penalty: 937.123474
	Iteration 88Q: 3 clusters Score -1936818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1936820.500000 Penalty: 937.123474
	Iteration 89Q: 3 clusters Score -1936820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1936820.125000 Penalty: 937.123474
	Iteration 90Q: 3 clusters Score -1936820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1936819.125000 Penalty: 937.123474
	Iteration 91Q: 3 clusters Score -1936819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1936823.375000 Penalty: 937.123474
	Iteration 92Q: 3 clusters Score -1936823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1936824.250000 Penalty: 937.123474
	Iteration 93Q: 3 clusters Score -1936824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1936823.875000 Penalty: 937.123474
	Iteration 94Q: 3 clusters Score -1936824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1936825.125000 Penalty: 937.123474
	Iteration 95Q: 3 clusters Score -1936825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1936827.625000 Penalty: 937.123474
	Iteration 96Q: 3 clusters Score -1936828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1936827.625000 Penalty: 937.123474
	Iteration 97F: 3 clusters Score -1936828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -47483.769531 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47483.77 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47792.648438 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47792.65 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -47896.535156 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47896.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -47981.085938 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47981.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -48029.328125 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -48029.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -48063.621094 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -48063.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -48100.750000 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48100.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -48119.625000 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48119.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -48133.734375 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48133.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -48139.882812 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48139.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -48141.621094 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48141.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -48143.261719 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48143.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -48143.703125 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -48143.847656 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48143.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -48144.066406 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48144.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -48144.265625 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48144.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -48144.265625 Penalty: 623.361511
	Iteration 16F: 3 clusters Score -48144.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -464817.531250 Penalty: 404.757355
	Iteration 0F: 2 clusters Score -464817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -459877.468750 Penalty: 809.514709
	Iteration 0F: 3 clusters Score -459877.5 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -461759.468750 Penalty: 809.514709
	Iteration 1F: 3 clusters Score -461759.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -461994.031250 Penalty: 809.514709
	Iteration 2F: 3 clusters Score -461994 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -462266.312500 Penalty: 809.514709
	Iteration 3F: 3 clusters Score -462266.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -462628.812500 Penalty: 809.514709
	Iteration 4F: 3 clusters Score -462628.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -463045.781250 Penalty: 809.514709
	Iteration 5F: 3 clusters Score -463045.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -463388.343750 Penalty: 809.514709
	Iteration 6F: 3 clusters Score -463388.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -463638.593750 Penalty: 809.514709
	Iteration 7Q: 3 clusters Score -463638.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -463801.468750 Penalty: 809.514709
	Iteration 8Q: 3 clusters Score -463801.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -463898.312500 Penalty: 809.514709
	Iteration 9Q: 3 clusters Score -463898.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -463959.812500 Penalty: 809.514709
	Iteration 10Q: 3 clusters Score -463959.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -463989.218750 Penalty: 809.514709
	Iteration 11Q: 3 clusters Score -463989.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -464014.468750 Penalty: 809.514709
	Iteration 12Q: 3 clusters Score -464014.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -464044.781250 Penalty: 809.514709
	Iteration 13Q: 3 clusters Score -464044.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -464076.718750 Penalty: 809.514709
	Iteration 14Q: 3 clusters Score -464076.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -464106.875000 Penalty: 809.514709
	Iteration 15Q: 3 clusters Score -464106.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -464130.406250 Penalty: 809.514709
	Iteration 16Q: 3 clusters Score -464130.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -464154.156250 Penalty: 809.514709
	Iteration 17Q: 3 clusters Score -464154.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -464168.937500 Penalty: 809.514709
	Iteration 18Q: 3 clusters Score -464168.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -464183.281250 Penalty: 809.514709
	Iteration 19Q: 3 clusters Score -464183.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -464198.656250 Penalty: 809.514709
	Iteration 20F: 3 clusters Score -464198.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -464217.437500 Penalty: 809.514709
	Iteration 21Q: 3 clusters Score -464217.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -464232.343750 Penalty: 809.514709
	Iteration 22Q: 3 clusters Score -464232.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -464250.250000 Penalty: 809.514709
	Iteration 23Q: 3 clusters Score -464250.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -464270.093750 Penalty: 809.514709
	Iteration 24Q: 3 clusters Score -464270.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -464288.718750 Penalty: 809.514709
	Iteration 25Q: 3 clusters Score -464288.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -464311.593750 Penalty: 809.514709
	Iteration 26Q: 3 clusters Score -464311.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -464331.031250 Penalty: 809.514709
	Iteration 27Q: 3 clusters Score -464331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -464352.000000 Penalty: 809.514709
	Iteration 28Q: 3 clusters Score -464352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -464371.406250 Penalty: 809.514709
	Iteration 29Q: 3 clusters Score -464371.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -464388.031250 Penalty: 809.514709
	Iteration 30Q: 3 clusters Score -464388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -464399.187500 Penalty: 809.514709
	Iteration 31Q: 3 clusters Score -464399.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -464403.187500 Penalty: 809.514709
	Iteration 32Q: 3 clusters Score -464403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -464409.437500 Penalty: 809.514709
	Iteration 33Q: 3 clusters Score -464409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -464418.468750 Penalty: 809.514709
	Iteration 34Q: 3 clusters Score -464418.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -464430.406250 Penalty: 809.514709
	Iteration 35Q: 3 clusters Score -464430.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -464444.968750 Penalty: 809.514709
	Iteration 36Q: 3 clusters Score -464445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -464459.000000 Penalty: 809.514709
	Iteration 37Q: 3 clusters Score -464459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -464473.593750 Penalty: 809.514709
	Iteration 38Q: 3 clusters Score -464473.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -464480.812500 Penalty: 809.514709
	Iteration 39Q: 3 clusters Score -464480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -464486.593750 Penalty: 809.514709
	Iteration 40F: 3 clusters Score -464486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -464487.750000 Penalty: 809.514709
	Iteration 41Q: 3 clusters Score -464487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -464488.093750 Penalty: 809.514709
	Iteration 42Q: 3 clusters Score -464488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -464488.625000 Penalty: 809.514709
	Iteration 43Q: 3 clusters Score -464488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -464489.531250 Penalty: 809.514709
	Iteration 44Q: 3 clusters Score -464489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -464490.812500 Penalty: 809.514709
	Iteration 45Q: 3 clusters Score -464490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -464490.781250 Penalty: 809.514709
	Iteration 46Q: 3 clusters Score -464490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -464490.687500 Penalty: 809.514709
	Iteration 47Q: 3 clusters Score -464490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -464490.312500 Penalty: 809.514709
	Iteration 48Q: 3 clusters Score -464490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -464491.750000 Penalty: 809.514709
	Iteration 49Q: 3 clusters Score -464491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -464493.250000 Penalty: 809.514709
	Iteration 50Q: 3 clusters Score -464493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -464493.250000 Penalty: 809.514709
	Iteration 51F: 3 clusters Score -464493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -81364.828125 Penalty: 333.234283
	Iteration 0F: 2 clusters Score -81364.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -80224.867188 Penalty: 666.468567
	Iteration 0F: 3 clusters Score -80224.87 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -80640.312500 Penalty: 666.468567
	Iteration 1F: 3 clusters Score -80640.31 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -80767.289062 Penalty: 666.468567
	Iteration 2F: 3 clusters Score -80767.29 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -80873.359375 Penalty: 666.468567
	Iteration 3F: 3 clusters Score -80873.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -80954.820312 Penalty: 666.468567
	Iteration 4F: 3 clusters Score -80954.82 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -81042.382812 Penalty: 666.468567
	Iteration 5F: 3 clusters Score -81042.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -81125.960938 Penalty: 666.468567
	Iteration 6F: 3 clusters Score -81125.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -81182.109375 Penalty: 666.468567
	Iteration 7Q: 3 clusters Score -81182.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -81218.437500 Penalty: 666.468567
	Iteration 8Q: 3 clusters Score -81218.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -81255.406250 Penalty: 666.468567
	Iteration 9Q: 3 clusters Score -81255.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -81275.054688 Penalty: 666.468567
	Iteration 10Q: 3 clusters Score -81275.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -81293.289062 Penalty: 666.468567
	Iteration 11Q: 3 clusters Score -81293.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -81303.367188 Penalty: 666.468567
	Iteration 12Q: 3 clusters Score -81303.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -81311.476562 Penalty: 666.468567
	Iteration 13Q: 3 clusters Score -81311.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -81317.546875 Penalty: 666.468567
	Iteration 14Q: 3 clusters Score -81317.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -81318.585938 Penalty: 666.468567
	Iteration 15Q: 3 clusters Score -81318.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -81320.429688 Penalty: 666.468567
	Iteration 16Q: 3 clusters Score -81320.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -81323.140625 Penalty: 666.468567
	Iteration 17Q: 3 clusters Score -81323.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -81324.132812 Penalty: 666.468567
	Iteration 18Q: 3 clusters Score -81324.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -81325.617188 Penalty: 666.468567
	Iteration 19Q: 3 clusters Score -81325.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -81326.437500 Penalty: 666.468567
	Iteration 20F: 3 clusters Score -81326.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -208045.687500 Penalty: 369.269806
	Iteration 0F: 2 clusters Score -208045.7 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 1628 members 
Entering Unmasked Estep 
Score: -205732.312500 Penalty: 738.539612
	Iteration 0F: 3 clusters Score -205732.3 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -206677.500000 Penalty: 738.539612
	Iteration 1F: 3 clusters Score -206677.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206936.031250 Penalty: 738.539612
	Iteration 2F: 3 clusters Score -206936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -207163.500000 Penalty: 738.539612
	Iteration 3F: 3 clusters Score -207163.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -207333.484375 Penalty: 738.539612
	Iteration 4F: 3 clusters Score -207333.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207447.546875 Penalty: 738.539612
	Iteration 5Q: 3 clusters Score -207447.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -207545.312500 Penalty: 738.539612
	Iteration 6Q: 3 clusters Score -207545.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -207633.937500 Penalty: 738.539612
	Iteration 7Q: 3 clusters Score -207633.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -207703.187500 Penalty: 738.539612
	Iteration 8Q: 3 clusters Score -207703.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -207754.671875 Penalty: 738.539612
	Iteration 9Q: 3 clusters Score -207754.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -207778.328125 Penalty: 738.539612
	Iteration 10Q: 3 clusters Score -207778.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -207786.687500 Penalty: 738.539612
	Iteration 11Q: 3 clusters Score -207786.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -207789.062500 Penalty: 738.539612
	Iteration 12Q: 3 clusters Score -207789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -207792.734375 Penalty: 738.539612
	Iteration 13Q: 3 clusters Score -207792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -207795.921875 Penalty: 738.539612
	Iteration 14Q: 3 clusters Score -207795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -207800.109375 Penalty: 738.539612
	Iteration 15Q: 3 clusters Score -207800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -207804.671875 Penalty: 738.539612
	Iteration 16Q: 3 clusters Score -207804.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -207807.281250 Penalty: 738.539612
	Iteration 17Q: 3 clusters Score -207807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -207808.906250 Penalty: 738.539612
	Iteration 18Q: 3 clusters Score -207808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -207811.968750 Penalty: 738.539612
	Iteration 19Q: 3 clusters Score -207812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -207814.078125 Penalty: 738.539612
	Iteration 20F: 3 clusters Score -207814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -207815.500000 Penalty: 738.539612
	Iteration 21Q: 3 clusters Score -207815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -207817.859375 Penalty: 738.539612
	Iteration 22Q: 3 clusters Score -207817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -207819.796875 Penalty: 738.539612
	Iteration 23Q: 3 clusters Score -207819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -207820.531250 Penalty: 738.539612
	Iteration 24Q: 3 clusters Score -207820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -207820.734375 Penalty: 738.539612
	Iteration 25Q: 3 clusters Score -207820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -207820.734375 Penalty: 738.539612
	Iteration 26F: 3 clusters Score -207820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4777.535645 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4777.536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4879.752441 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4879.752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4901.046387 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -4901.046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4931.943848 Penalty: 434.132324
	Iteration 3F: 3 clusters Score -4931.944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4938.620117 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -4938.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4938.620117 Penalty: 434.132324
	Iteration 5F: 3 clusters Score -4938.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -32021.027344 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -32021.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31488.152344 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -31488.15 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31635.648438 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -31635.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31685.208984 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -31685.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31725.970703 Penalty: 576.651123
	Iteration 3Q: 3 clusters Score -31725.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31752.152344 Penalty: 576.651123
	Iteration 4Q: 3 clusters Score -31752.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31767.138672 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -31767.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31774.992188 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -31774.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31779.642578 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -31779.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31785.890625 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -31785.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31793.228516 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -31793.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31801.019531 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -31801.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31809.060547 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -31809.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31817.591797 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -31817.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31822.939453 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -31822.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31830.216797 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -31830.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31843.367188 Penalty: 576.651123
	Iteration 15Q: 3 clusters Score -31843.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31854.652344 Penalty: 576.651123
	Iteration 16Q: 3 clusters Score -31854.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31867.939453 Penalty: 576.651123
	Iteration 17Q: 3 clusters Score -31867.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31882.865234 Penalty: 576.651123
	Iteration 18Q: 3 clusters Score -31882.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31908.056641 Penalty: 576.651123
	Iteration 19Q: 3 clusters Score -31908.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31949.173828 Penalty: 576.651123
	Iteration 20F: 3 clusters Score -31949.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31982.105469 Penalty: 576.651123
	Iteration 21Q: 3 clusters Score -31982.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31998.439453 Penalty: 576.651123
	Iteration 22Q: 3 clusters Score -31998.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32014.195312 Penalty: 576.651123
	Iteration 23Q: 3 clusters Score -32014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32026.082031 Penalty: 576.651123
	Iteration 24Q: 3 clusters Score -32026.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32034.685547 Penalty: 576.651123
	Iteration 25Q: 3 clusters Score -32034.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32045.896484 Penalty: 576.651123
	Iteration 26Q: 3 clusters Score -32045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32049.371094 Penalty: 576.651123
	Iteration 27Q: 3 clusters Score -32049.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32056.587891 Penalty: 576.651123
	Iteration 28Q: 3 clusters Score -32056.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32063.677734 Penalty: 576.651123
	Iteration 29Q: 3 clusters Score -32063.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32063.677734 Penalty: 576.651123
	Iteration 30F: 3 clusters Score -32063.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 43100 members 
Mstep: Class 9 contains 80334 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 41367 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 14 contains 81375 members 
Mstep: Class 15 contains 29675 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 227 members 
Mstep: Class 22 contains 86326 members 
Mstep: Class 23 contains 42970 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 933 members 
Mstep: Class 28 contains 29826 members 
Mstep: Class 29 contains 338 members 
Entering Unmasked Estep 
Score: -42222528.000000 Penalty: 17752.757812
Splitting cluster 21 changes total score from -42221932.000000 to -42222528.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (86326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Entering Unmasked Estep 
Score: -5426750.500000 Penalty: 517.147827
	Iteration 0F: 2 clusters Score -5426750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5370920.500000 Penalty: 1034.295654
	Iteration 0F: 3 clusters Score -5370920 nChanged 42019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -5397686.000000 Penalty: 1034.295654
	Iteration 1F: 3 clusters Score -5397686 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5401649.500000 Penalty: 1034.295654
	Iteration 2F: 3 clusters Score -5401650 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -5408822.000000 Penalty: 1034.295654
	Iteration 3F: 3 clusters Score -5408822 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -5418447.500000 Penalty: 1034.295654
	Iteration 4F: 3 clusters Score -5418448 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5424105.000000 Penalty: 1034.295654
	Iteration 5F: 3 clusters Score -5424105 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5425849.000000 Penalty: 1034.295654
	Iteration 6Q: 3 clusters Score -5425849 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5426146.000000 Penalty: 1034.295654
	Iteration 7Q: 3 clusters Score -5426146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5426223.500000 Penalty: 1034.295654
	Iteration 8Q: 3 clusters Score -5426224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5426246.500000 Penalty: 1034.295654
	Iteration 9Q: 3 clusters Score -5426246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5426258.500000 Penalty: 1034.295654
	Iteration 10Q: 3 clusters Score -5426258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5426265.500000 Penalty: 1034.295654
	Iteration 11Q: 3 clusters Score -5426266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5426267.500000 Penalty: 1034.295654
	Iteration 12Q: 3 clusters Score -5426268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5426267.500000 Penalty: 1034.295654
	Iteration 13F: 3 clusters Score -5426268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Entering Unmasked Estep 
Score: -2794854.500000 Penalty: 485.405731
	Iteration 0F: 2 clusters Score -2794854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2766376.250000 Penalty: 970.811462
	Iteration 0F: 3 clusters Score -2766376 nChanged 20730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2778532.750000 Penalty: 970.811462
	Iteration 1F: 3 clusters Score -2778533 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2779190.250000 Penalty: 970.811462
	Iteration 2Q: 3 clusters Score -2779190 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2780074.500000 Penalty: 970.811462
	Iteration 3F: 3 clusters Score -2780074 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2781518.750000 Penalty: 970.811462
	Iteration 4F: 3 clusters Score -2781519 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2783735.250000 Penalty: 970.811462
	Iteration 5F: 3 clusters Score -2783735 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2786532.000000 Penalty: 970.811462
	Iteration 6F: 3 clusters Score -2786532 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2788961.750000 Penalty: 970.811462
	Iteration 7F: 3 clusters Score -2788962 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2790060.500000 Penalty: 970.811462
	Iteration 8Q: 3 clusters Score -2790060 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2790444.500000 Penalty: 970.811462
	Iteration 9Q: 3 clusters Score -2790444 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2790673.000000 Penalty: 970.811462
	Iteration 10Q: 3 clusters Score -2790673 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2790819.500000 Penalty: 970.811462
	Iteration 11Q: 3 clusters Score -2790820 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2790923.000000 Penalty: 970.811462
	Iteration 12Q: 3 clusters Score -2790923 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2791014.250000 Penalty: 970.811462
	Iteration 13Q: 3 clusters Score -2791014 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2791083.750000 Penalty: 970.811462
	Iteration 14Q: 3 clusters Score -2791084 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2791150.750000 Penalty: 970.811462
	Iteration 15Q: 3 clusters Score -2791151 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2791217.250000 Penalty: 970.811462
	Iteration 16Q: 3 clusters Score -2791217 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2791284.750000 Penalty: 970.811462
	Iteration 17Q: 3 clusters Score -2791285 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2791337.000000 Penalty: 970.811462
	Iteration 18Q: 3 clusters Score -2791337 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2791391.000000 Penalty: 970.811462
	Iteration 19Q: 3 clusters Score -2791391 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2791430.000000 Penalty: 970.811462
	Iteration 20F: 3 clusters Score -2791430 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2791478.250000 Penalty: 970.811462
	Iteration 21Q: 3 clusters Score -2791478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2791531.000000 Penalty: 970.811462
	Iteration 22Q: 3 clusters Score -2791531 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2791564.000000 Penalty: 970.811462
	Iteration 23Q: 3 clusters Score -2791564 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2791592.000000 Penalty: 970.811462
	Iteration 24Q: 3 clusters Score -2791592 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2791624.250000 Penalty: 970.811462
	Iteration 25Q: 3 clusters Score -2791624 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2791649.250000 Penalty: 970.811462
	Iteration 26Q: 3 clusters Score -2791649 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2791674.250000 Penalty: 970.811462
	Iteration 27Q: 3 clusters Score -2791674 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2791710.250000 Penalty: 970.811462
	Iteration 28Q: 3 clusters Score -2791710 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2791743.750000 Penalty: 970.811462
	Iteration 29Q: 3 clusters Score -2791744 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2791754.000000 Penalty: 970.811462
	Iteration 30Q: 3 clusters Score -2791754 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2791760.000000 Penalty: 970.811462
	Iteration 31Q: 3 clusters Score -2791760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2791773.500000 Penalty: 970.811462
	Iteration 32Q: 3 clusters Score -2791774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2791794.500000 Penalty: 970.811462
	Iteration 33Q: 3 clusters Score -2791794 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2791817.500000 Penalty: 970.811462
	Iteration 34Q: 3 clusters Score -2791818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2791829.250000 Penalty: 970.811462
	Iteration 35Q: 3 clusters Score -2791829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2791826.750000 Penalty: 970.811462
	Iteration 36Q: 3 clusters Score -2791827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2791833.000000 Penalty: 970.811462
	Iteration 37Q: 3 clusters Score -2791833 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2791843.750000 Penalty: 970.811462
	Iteration 38Q: 3 clusters Score -2791844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2791846.500000 Penalty: 970.811462
	Iteration 39Q: 3 clusters Score -2791846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2791855.750000 Penalty: 970.811462
	Iteration 40F: 3 clusters Score -2791856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2791860.000000 Penalty: 970.811462
	Iteration 41Q: 3 clusters Score -2791860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2791862.500000 Penalty: 970.811462
	Iteration 42Q: 3 clusters Score -2791862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2791866.750000 Penalty: 970.811462
	Iteration 43Q: 3 clusters Score -2791867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2791873.500000 Penalty: 970.811462
	Iteration 44Q: 3 clusters Score -2791874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2791876.750000 Penalty: 970.811462
	Iteration 45Q: 3 clusters Score -2791877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2791870.750000 Penalty: 970.811462
	Iteration 46Q: 3 clusters Score -2791871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2791873.500000 Penalty: 970.811462
	Iteration 47Q: 3 clusters Score -2791874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2791881.500000 Penalty: 970.811462
	Iteration 48Q: 3 clusters Score -2791882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2791883.250000 Penalty: 970.811462
	Iteration 49Q: 3 clusters Score -2791883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2791881.750000 Penalty: 970.811462
	Iteration 50Q: 3 clusters Score -2791882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2791880.250000 Penalty: 970.811462
	Iteration 51Q: 3 clusters Score -2791880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2791875.250000 Penalty: 970.811462
	Iteration 52Q: 3 clusters Score -2791875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2791870.500000 Penalty: 970.811462
	Iteration 53Q: 3 clusters Score -2791870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2791875.250000 Penalty: 970.811462
	Iteration 54Q: 3 clusters Score -2791875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2791874.250000 Penalty: 970.811462
	Iteration 55Q: 3 clusters Score -2791874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2791871.750000 Penalty: 970.811462
	Iteration 56Q: 3 clusters Score -2791872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2791871.500000 Penalty: 970.811462
	Iteration 57Q: 3 clusters Score -2791872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2791867.750000 Penalty: 970.811462
	Iteration 58Q: 3 clusters Score -2791868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2791871.250000 Penalty: 970.811462
	Iteration 59Q: 3 clusters Score -2791871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2791869.250000 Penalty: 970.811462
	Iteration 60F: 3 clusters Score -2791869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2791867.750000 Penalty: 970.811462
	Iteration 61Q: 3 clusters Score -2791868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2791868.250000 Penalty: 970.811462
	Iteration 62Q: 3 clusters Score -2791868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2791865.500000 Penalty: 970.811462
	Iteration 63Q: 3 clusters Score -2791866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2791867.250000 Penalty: 970.811462
	Iteration 64Q: 3 clusters Score -2791867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2791865.500000 Penalty: 970.811462
	Iteration 65Q: 3 clusters Score -2791866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2791865.000000 Penalty: 970.811462
	Iteration 66Q: 3 clusters Score -2791865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2791862.750000 Penalty: 970.811462
	Iteration 67Q: 3 clusters Score -2791863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2791865.000000 Penalty: 970.811462
	Iteration 68Q: 3 clusters Score -2791865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2791865.500000 Penalty: 970.811462
	Iteration 69Q: 3 clusters Score -2791866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2791866.000000 Penalty: 970.811462
	Iteration 70Q: 3 clusters Score -2791866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2791864.500000 Penalty: 970.811462
	Iteration 71Q: 3 clusters Score -2791864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2791862.750000 Penalty: 970.811462
	Iteration 72Q: 3 clusters Score -2791863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2791862.750000 Penalty: 970.811462
	Iteration 73F: 3 clusters Score -2791863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -110839.890625 Penalty: 338.899170
	Iteration 0F: 2 clusters Score -110839.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -109570.843750 Penalty: 677.798340
	Iteration 0F: 3 clusters Score -109570.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -109947.117188 Penalty: 677.798340
	Iteration 1F: 3 clusters Score -109947.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -109990.890625 Penalty: 677.798340
	Iteration 2F: 3 clusters Score -109990.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110026.507812 Penalty: 677.798340
	Iteration 3Q: 3 clusters Score -110026.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -110062.523438 Penalty: 677.798340
	Iteration 4Q: 3 clusters Score -110062.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -110110.500000 Penalty: 677.798340
	Iteration 5Q: 3 clusters Score -110110.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -110157.218750 Penalty: 677.798340
	Iteration 6Q: 3 clusters Score -110157.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -110197.437500 Penalty: 677.798340
	Iteration 7Q: 3 clusters Score -110197.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -110246.859375 Penalty: 677.798340
	Iteration 8Q: 3 clusters Score -110246.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -110292.257812 Penalty: 677.798340
	Iteration 9Q: 3 clusters Score -110292.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -110332.687500 Penalty: 677.798340
	Iteration 10Q: 3 clusters Score -110332.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -110367.171875 Penalty: 677.798340
	Iteration 11Q: 3 clusters Score -110367.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -110403.679688 Penalty: 677.798340
	Iteration 12Q: 3 clusters Score -110403.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -110420.398438 Penalty: 677.798340
	Iteration 13Q: 3 clusters Score -110420.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -110438.789062 Penalty: 677.798340
	Iteration 14Q: 3 clusters Score -110438.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -110451.367188 Penalty: 677.798340
	Iteration 15Q: 3 clusters Score -110451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -110462.976562 Penalty: 677.798340
	Iteration 16Q: 3 clusters Score -110463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -110474.703125 Penalty: 677.798340
	Iteration 17Q: 3 clusters Score -110474.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -110497.109375 Penalty: 677.798340
	Iteration 18Q: 3 clusters Score -110497.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -110508.671875 Penalty: 677.798340
	Iteration 19Q: 3 clusters Score -110508.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -110515.382812 Penalty: 677.798340
	Iteration 20F: 3 clusters Score -110515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -110521.914062 Penalty: 677.798340
	Iteration 21Q: 3 clusters Score -110521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -110527.460938 Penalty: 677.798340
	Iteration 22Q: 3 clusters Score -110527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -110528.679688 Penalty: 677.798340
	Iteration 23Q: 3 clusters Score -110528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -110528.898438 Penalty: 677.798340
	Iteration 24Q: 3 clusters Score -110528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -110528.898438 Penalty: 677.798340
	Iteration 25F: 3 clusters Score -110528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1805.951538 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1805.952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1845.080444 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1845.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1854.642456 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1854.642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1859.431763 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -1859.432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1859.431763 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -1859.432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -83353.500000 Penalty: 330.640656
	Iteration 0F: 2 clusters Score -83353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82251.835938 Penalty: 661.281311
	Iteration 0F: 3 clusters Score -82251.84 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -82569.796875 Penalty: 661.281311
	Iteration 1F: 3 clusters Score -82569.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -82624.367188 Penalty: 661.281311
	Iteration 2F: 3 clusters Score -82624.37 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -82672.867188 Penalty: 661.281311
	Iteration 3F: 3 clusters Score -82672.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82707.710938 Penalty: 661.281311
	Iteration 4Q: 3 clusters Score -82707.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82736.976562 Penalty: 661.281311
	Iteration 5Q: 3 clusters Score -82736.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -82763.398438 Penalty: 661.281311
	Iteration 6Q: 3 clusters Score -82763.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82790.046875 Penalty: 661.281311
	Iteration 7Q: 3 clusters Score -82790.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82822.320312 Penalty: 661.281311
	Iteration 8Q: 3 clusters Score -82822.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82860.984375 Penalty: 661.281311
	Iteration 9Q: 3 clusters Score -82860.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82896.445312 Penalty: 661.281311
	Iteration 10Q: 3 clusters Score -82896.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82927.187500 Penalty: 661.281311
	Iteration 11Q: 3 clusters Score -82927.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82948.257812 Penalty: 661.281311
	Iteration 12Q: 3 clusters Score -82948.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82970.421875 Penalty: 661.281311
	Iteration 13Q: 3 clusters Score -82970.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82986.773438 Penalty: 661.281311
	Iteration 14Q: 3 clusters Score -82986.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83010.828125 Penalty: 661.281311
	Iteration 15Q: 3 clusters Score -83010.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83020.945312 Penalty: 661.281311
	Iteration 16Q: 3 clusters Score -83020.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83027.156250 Penalty: 661.281311
	Iteration 17Q: 3 clusters Score -83027.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83031.601562 Penalty: 661.281311
	Iteration 18Q: 3 clusters Score -83031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83033.570312 Penalty: 661.281311
	Iteration 19Q: 3 clusters Score -83033.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83036.187500 Penalty: 661.281311
	Iteration 20F: 3 clusters Score -83036.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83038.992188 Penalty: 661.281311
	Iteration 21Q: 3 clusters Score -83038.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83040.093750 Penalty: 661.281311
	Iteration 22Q: 3 clusters Score -83040.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83041.656250 Penalty: 661.281311
	Iteration 23Q: 3 clusters Score -83041.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83047.351562 Penalty: 661.281311
	Iteration 24Q: 3 clusters Score -83047.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83050.179688 Penalty: 661.281311
	Iteration 25Q: 3 clusters Score -83050.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83052.171875 Penalty: 661.281311
	Iteration 26Q: 3 clusters Score -83052.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83057.359375 Penalty: 661.281311
	Iteration 27Q: 3 clusters Score -83057.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83062.789062 Penalty: 661.281311
	Iteration 28Q: 3 clusters Score -83062.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83064.164062 Penalty: 661.281311
	Iteration 29Q: 3 clusters Score -83064.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83065.406250 Penalty: 661.281311
	Iteration 30Q: 3 clusters Score -83065.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83066.656250 Penalty: 661.281311
	Iteration 31Q: 3 clusters Score -83066.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83068.781250 Penalty: 661.281311
	Iteration 32Q: 3 clusters Score -83068.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83070.460938 Penalty: 661.281311
	Iteration 33Q: 3 clusters Score -83070.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83071.781250 Penalty: 661.281311
	Iteration 34Q: 3 clusters Score -83071.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83072.179688 Penalty: 661.281311
	Iteration 35Q: 3 clusters Score -83072.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83072.539062 Penalty: 661.281311
	Iteration 36Q: 3 clusters Score -83072.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83072.710938 Penalty: 661.281311
	Iteration 37Q: 3 clusters Score -83072.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83073.343750 Penalty: 661.281311
	Iteration 38Q: 3 clusters Score -83073.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83073.695312 Penalty: 661.281311
	Iteration 39Q: 3 clusters Score -83073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83073.843750 Penalty: 661.281311
	Iteration 40F: 3 clusters Score -83073.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 43100 members 
Mstep: Class 9 contains 80334 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 41367 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 14 contains 81375 members 
Mstep: Class 15 contains 29675 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 227 members 
Mstep: Class 22 contains 86326 members 
Mstep: Class 23 contains 42970 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222972.000000 Penalty: 17752.757812
Iteration 119Q: 30 clusters Score -4.222297e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 19872 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 43579 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 43271 members 
Mstep: Class 9 contains 80394 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 41190 members 
Mstep: Class 12 contains 77968 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 81301 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 86307 members 
Mstep: Class 23 contains 43301 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 937 members 
Mstep: Class 28 contains 29365 members 
Mstep: Class 29 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223200.000000 Penalty: 17752.757812
Iteration 120F: 30 clusters Score -4.22232e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 19787 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 43578 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 43222 members 
Mstep: Class 9 contains 80377 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 40958 members 
Mstep: Class 12 contains 77898 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 81264 members 
Mstep: Class 15 contains 29837 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 86226 members 
Mstep: Class 23 contains 43550 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 29262 members 
Mstep: Class 29 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223672.000000 Penalty: 17752.757812
Iteration 121Q: 30 clusters Score -4.222367e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 43170 members 
Mstep: Class 9 contains 80371 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 40664 members 
Mstep: Class 12 contains 77804 members 
Mstep: Class 13 contains 805 members 
Mstep: Class 14 contains 81215 members 
Mstep: Class 15 contains 29897 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6957 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 3332 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 86103 members 
Mstep: Class 23 contains 43831 members 
Mstep: Class 24 contains 1740 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 29188 members 
Mstep: Class 29 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223724.000000 Penalty: 17752.757812
Iteration 122Q: 30 clusters Score -4.222372e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 19668 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 43139 members 
Mstep: Class 9 contains 80340 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 40399 members 
Mstep: Class 12 contains 77743 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 81192 members 
Mstep: Class 15 contains 29924 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 85933 members 
Mstep: Class 23 contains 44095 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 1184 members 
Mstep: Class 28 contains 29134 members 
Mstep: Class 29 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223716.000000 Penalty: 17752.757812
Iteration 123Q: 30 clusters Score -4.222372e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 19629 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 43546 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43123 members 
Mstep: Class 9 contains 80287 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 40160 members 
Mstep: Class 12 contains 77670 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 81181 members 
Mstep: Class 15 contains 29935 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 85845 members 
Mstep: Class 23 contains 44316 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 1245 members 
Mstep: Class 28 contains 29084 members 
Mstep: Class 29 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223888.000000 Penalty: 17752.757812
Iteration 124Q: 30 clusters Score -4.222389e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 19590 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6344 members 
Mstep: Class 6 contains 43530 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43102 members 
Mstep: Class 9 contains 80232 members 
Mstep: Class 10 contains 8667 members 
Mstep: Class 11 contains 39921 members 
Mstep: Class 12 contains 77647 members 
Mstep: Class 13 contains 847 members 
Mstep: Class 14 contains 81141 members 
Mstep: Class 15 contains 29938 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6717 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 44578 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 29058 members 
Mstep: Class 29 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224136.000000 Penalty: 17752.757812
Iteration 125Q: 30 clusters Score -4.222414e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 19529 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 43509 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43080 members 
Mstep: Class 9 contains 80193 members 
Mstep: Class 10 contains 8678 members 
Mstep: Class 11 contains 39719 members 
Mstep: Class 12 contains 77587 members 
Mstep: Class 13 contains 851 members 
Mstep: Class 14 contains 81112 members 
Mstep: Class 15 contains 29941 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 85945 members 
Mstep: Class 23 contains 44823 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 1349 members 
Mstep: Class 28 contains 29040 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224120.000000 Penalty: 17752.757812
Iteration 126Q: 30 clusters Score -4.222412e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 19506 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 43057 members 
Mstep: Class 9 contains 80154 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 39510 members 
Mstep: Class 12 contains 77560 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 81090 members 
Mstep: Class 15 contains 29946 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 86006 members 
Mstep: Class 23 contains 45054 members 
Mstep: Class 24 contains 1818 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 29038 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224112.000000 Penalty: 17752.757812
Iteration 127Q: 30 clusters Score -4.222411e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 43497 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 43043 members 
Mstep: Class 9 contains 80138 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 39269 members 
Mstep: Class 12 contains 77493 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 81106 members 
Mstep: Class 15 contains 29943 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 1496 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 86056 members 
Mstep: Class 23 contains 45342 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 29024 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224268.000000 Penalty: 17752.757812
Iteration 128Q: 30 clusters Score -4.222427e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 19454 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 43033 members 
Mstep: Class 9 contains 80128 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 39001 members 
Mstep: Class 12 contains 77459 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 81115 members 
Mstep: Class 15 contains 29940 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 86069 members 
Mstep: Class 23 contains 45646 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 1461 members 
Mstep: Class 28 contains 29009 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224492.000000 Penalty: 17752.757812
Iteration 129Q: 30 clusters Score -4.222449e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 19421 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 43497 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43022 members 
Mstep: Class 9 contains 80141 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 38711 members 
Mstep: Class 12 contains 77417 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 81118 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 86100 members 
Mstep: Class 23 contains 45992 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 28978 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224480.000000 Penalty: 17752.757812
Iteration 130Q: 30 clusters Score -4.222448e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 19377 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 43496 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43034 members 
Mstep: Class 9 contains 80179 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 38434 members 
Mstep: Class 12 contains 77400 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 81105 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6196 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 86165 members 
Mstep: Class 23 contains 46331 members 
Mstep: Class 24 contains 1868 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 28929 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224680.000000 Penalty: 17752.757812
Iteration 131Q: 30 clusters Score -4.222468e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 19358 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 43496 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43060 members 
Mstep: Class 9 contains 80219 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 38195 members 
Mstep: Class 12 contains 77380 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 81077 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 3322 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 341 members 
Mstep: Class 22 contains 86205 members 
Mstep: Class 23 contains 46611 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224656.000000 Penalty: 17752.757812
Iteration 132Q: 30 clusters Score -4.222466e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 19343 members 
Mstep: Class 4 contains 763 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 43502 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43082 members 
Mstep: Class 9 contains 80213 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 77359 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 81063 members 
Mstep: Class 15 contains 29870 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 1484 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 86254 members 
Mstep: Class 23 contains 46894 members 
Mstep: Class 24 contains 1904 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 28817 members 
Mstep: Class 29 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224940.000000 Penalty: 17752.757812
Iteration 133Q: 30 clusters Score -4.222494e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 19329 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 43520 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 43092 members 
Mstep: Class 9 contains 80223 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 77321 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 81019 members 
Mstep: Class 15 contains 29850 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 86265 members 
Mstep: Class 23 contains 47223 members 
Mstep: Class 24 contains 1925 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 28773 members 
Mstep: Class 29 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225056.000000 Penalty: 17752.757812
Iteration 134Q: 30 clusters Score -4.222506e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 19308 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6522 members 
Mstep: Class 6 contains 43534 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43112 members 
Mstep: Class 9 contains 80199 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 77287 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 81023 members 
Mstep: Class 15 contains 29846 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5902 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 3308 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 366 members 
Mstep: Class 22 contains 86303 members 
Mstep: Class 23 contains 47548 members 
Mstep: Class 24 contains 1943 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 28734 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225260.000000 Penalty: 17752.757812
Iteration 135Q: 30 clusters Score -4.222526e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 19288 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 43537 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43126 members 
Mstep: Class 9 contains 80184 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 37070 members 
Mstep: Class 12 contains 77272 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 81057 members 
Mstep: Class 15 contains 29848 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5818 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 368 members 
Mstep: Class 22 contains 86350 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 1963 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 28705 members 
Mstep: Class 29 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225440.000000 Penalty: 17752.757812
Iteration 136Q: 30 clusters Score -4.222544e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 43151 members 
Mstep: Class 9 contains 80185 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 36769 members 
Mstep: Class 12 contains 77274 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 81064 members 
Mstep: Class 15 contains 29839 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 369 members 
Mstep: Class 22 contains 86355 members 
Mstep: Class 23 contains 48121 members 
Mstep: Class 24 contains 1983 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 1745 members 
Mstep: Class 28 contains 28668 members 
Mstep: Class 29 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225524.000000 Penalty: 17752.757812
Iteration 137Q: 30 clusters Score -4.222552e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 19220 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 43179 members 
Mstep: Class 9 contains 80204 members 
Mstep: Class 10 contains 8687 members 
Mstep: Class 11 contains 36470 members 
Mstep: Class 12 contains 77270 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 14 contains 81069 members 
Mstep: Class 15 contains 29836 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 86366 members 
Mstep: Class 23 contains 48397 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 28629 members 
Mstep: Class 29 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225672.000000 Penalty: 17752.757812
Iteration 138Q: 30 clusters Score -4.222567e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 19161 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 43577 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43198 members 
Mstep: Class 9 contains 80243 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 36123 members 
Mstep: Class 12 contains 77266 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 81075 members 
Mstep: Class 15 contains 29840 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 86360 members 
Mstep: Class 23 contains 48676 members 
Mstep: Class 24 contains 2041 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 28600 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225872.000000 Penalty: 17752.757812
Iteration 139Q: 30 clusters Score -4.222587e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 19112 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 43577 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 43227 members 
Mstep: Class 9 contains 80277 members 
Mstep: Class 10 contains 8687 members 
Mstep: Class 11 contains 35789 members 
Mstep: Class 12 contains 77297 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 81076 members 
Mstep: Class 15 contains 29845 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5497 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 3275 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 86319 members 
Mstep: Class 23 contains 48929 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 28564 members 
Mstep: Class 29 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225856.000000 Penalty: 17752.757812
Iteration 140F: 30 clusters Score -4.222586e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 19069 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 43570 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 43253 members 
Mstep: Class 9 contains 80311 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 35475 members 
Mstep: Class 12 contains 77316 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 81106 members 
Mstep: Class 15 contains 29846 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 86282 members 
Mstep: Class 23 contains 49156 members 
Mstep: Class 24 contains 2099 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 28538 members 
Mstep: Class 29 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225828.000000 Penalty: 17752.757812
Iteration 141Q: 30 clusters Score -4.222583e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 43264 members 
Mstep: Class 9 contains 80337 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 35192 members 
Mstep: Class 12 contains 77343 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 81111 members 
Mstep: Class 15 contains 29856 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5375 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 376 members 
Mstep: Class 22 contains 86247 members 
Mstep: Class 23 contains 49379 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 1910 members 
Mstep: Class 28 contains 28520 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225920.000000 Penalty: 17752.757812
Iteration 142Q: 30 clusters Score -4.222592e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 18978 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6857 members 
Mstep: Class 6 contains 43575 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 43269 members 
Mstep: Class 9 contains 80378 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 34921 members 
Mstep: Class 12 contains 77364 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 81124 members 
Mstep: Class 15 contains 29869 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 86209 members 
Mstep: Class 23 contains 49543 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 1930 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226056.000000 Penalty: 17752.757812
Iteration 143Q: 30 clusters Score -4.222606e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 18928 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 43579 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 43267 members 
Mstep: Class 9 contains 80421 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 34683 members 
Mstep: Class 12 contains 77382 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 81151 members 
Mstep: Class 15 contains 29884 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5234 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 86177 members 
Mstep: Class 23 contains 49650 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 1958 members 
Mstep: Class 28 contains 28486 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226040.000000 Penalty: 17752.757812
Iteration 144Q: 30 clusters Score -4.222604e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 18874 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 43580 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 43277 members 
Mstep: Class 9 contains 80480 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 34431 members 
Mstep: Class 12 contains 77400 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 81184 members 
Mstep: Class 15 contains 29893 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 3235 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 86192 members 
Mstep: Class 23 contains 49790 members 
Mstep: Class 24 contains 2210 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 1981 members 
Mstep: Class 28 contains 28470 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226024.000000 Penalty: 17752.757812
Iteration 145Q: 30 clusters Score -4.222602e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81082 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 43586 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 43292 members 
Mstep: Class 9 contains 80531 members 
Mstep: Class 10 contains 8692 members 
Mstep: Class 11 contains 34146 members 
Mstep: Class 12 contains 77398 members 
Mstep: Class 13 contains 979 members 
Mstep: Class 14 contains 81214 members 
Mstep: Class 15 contains 29905 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 3225 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 86226 members 
Mstep: Class 23 contains 49934 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 2002 members 
Mstep: Class 28 contains 28454 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225852.000000 Penalty: 17752.757812
Iteration 146Q: 30 clusters Score -4.222585e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 43596 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 43310 members 
Mstep: Class 9 contains 80615 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 33858 members 
Mstep: Class 12 contains 77400 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 81244 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4991 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 86281 members 
Mstep: Class 23 contains 50078 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 2034 members 
Mstep: Class 28 contains 28436 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225916.000000 Penalty: 17752.757812
Iteration 147Q: 30 clusters Score -4.222592e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 18711 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 43607 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 43316 members 
Mstep: Class 9 contains 80696 members 
Mstep: Class 10 contains 8687 members 
Mstep: Class 11 contains 33557 members 
Mstep: Class 12 contains 77409 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 81284 members 
Mstep: Class 15 contains 29946 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4924 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 86334 members 
Mstep: Class 23 contains 50240 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 28419 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225892.000000 Penalty: 17752.757812
Iteration 148Q: 30 clusters Score -4.222589e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 18673 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 43611 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 43311 members 
Mstep: Class 9 contains 80791 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 77416 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 81299 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4870 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 86342 members 
Mstep: Class 23 contains 50368 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 2121 members 
Mstep: Class 28 contains 28412 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225912.000000 Penalty: 17752.757812
Iteration 149Q: 30 clusters Score -4.222591e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7121 members 
Mstep: Class 6 contains 43614 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 43301 members 
Mstep: Class 9 contains 80873 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 32960 members 
Mstep: Class 12 contains 77430 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 81310 members 
Mstep: Class 15 contains 29983 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 86350 members 
Mstep: Class 23 contains 50508 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 2175 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225924.000000 Penalty: 17752.757812
Iteration 150Q: 30 clusters Score -4.222592e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 18640 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 43621 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 43301 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 8677 members 
Mstep: Class 11 contains 32623 members 
Mstep: Class 12 contains 77440 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 81334 members 
Mstep: Class 15 contains 30006 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4777 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 86370 members 
Mstep: Class 23 contains 50679 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 2238 members 
Mstep: Class 28 contains 28397 members 
Mstep: Class 29 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225724.000000 Penalty: 17752.757812
Iteration 151Q: 30 clusters Score -4.222572e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 18639 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7167 members 
Mstep: Class 6 contains 43632 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 43307 members 
Mstep: Class 9 contains 80939 members 
Mstep: Class 10 contains 8669 members 
Mstep: Class 11 contains 32267 members 
Mstep: Class 12 contains 77439 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 81385 members 
Mstep: Class 15 contains 30020 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 86394 members 
Mstep: Class 23 contains 50882 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 28385 members 
Mstep: Class 29 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225600.000000 Penalty: 17752.757812
Iteration 152Q: 30 clusters Score -4.22256e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 18638 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7191 members 
Mstep: Class 6 contains 43646 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 43314 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 31919 members 
Mstep: Class 12 contains 77427 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 81438 members 
Mstep: Class 15 contains 30027 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 86450 members 
Mstep: Class 23 contains 51109 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 28376 members 
Mstep: Class 29 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225584.000000 Penalty: 17752.757812
Iteration 153Q: 30 clusters Score -4.222558e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 18619 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7210 members 
Mstep: Class 6 contains 43668 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 80951 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 77435 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 81496 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 86468 members 
Mstep: Class 23 contains 51332 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 2401 members 
Mstep: Class 28 contains 28364 members 
Mstep: Class 29 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225392.000000 Penalty: 17752.757812
Iteration 154Q: 30 clusters Score -4.222539e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 18608 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 43683 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 80980 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 31204 members 
Mstep: Class 12 contains 77437 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 81531 members 
Mstep: Class 15 contains 30073 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4622 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 86498 members 
Mstep: Class 23 contains 51503 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 28355 members 
Mstep: Class 29 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225372.000000 Penalty: 17752.757812
Iteration 155Q: 30 clusters Score -4.222537e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 3864 members 
Mstep: Class 3 contains 18612 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 43698 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 80977 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 30879 members 
Mstep: Class 12 contains 77443 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 81557 members 
Mstep: Class 15 contains 30106 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 3114 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 86556 members 
Mstep: Class 23 contains 51660 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 2479 members 
Mstep: Class 28 contains 28359 members 
Mstep: Class 29 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225400.000000 Penalty: 17752.757812
Iteration 156Q: 30 clusters Score -4.22254e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 18616 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 43702 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 43310 members 
Mstep: Class 9 contains 80998 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 30562 members 
Mstep: Class 12 contains 77452 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 81570 members 
Mstep: Class 15 contains 30144 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 3107 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 86598 members 
Mstep: Class 23 contains 51812 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 2494 members 
Mstep: Class 28 contains 28359 members 
Mstep: Class 29 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225296.000000 Penalty: 17752.757812
Iteration 157Q: 30 clusters Score -4.22253e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 18611 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 43711 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43299 members 
Mstep: Class 9 contains 81018 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 30257 members 
Mstep: Class 12 contains 77441 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 81589 members 
Mstep: Class 15 contains 30177 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4479 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 3096 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 86639 members 
Mstep: Class 23 contains 51970 members 
Mstep: Class 24 contains 2446 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 2519 members 
Mstep: Class 28 contains 28359 members 
Mstep: Class 29 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225272.000000 Penalty: 17752.757812
Iteration 158Q: 30 clusters Score -4.222527e+07 nChanged 1219
Entering ConstructFrom: 
Score: -42225272.000000 Penalty: 17752.757812
Entering ConstructFrom: 
Trying to split cluster 1 (81294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Entering Unmasked Estep 
Score: -5183394.500000 Penalty: 514.415161
	Iteration 0F: 2 clusters Score -5183394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5132216.500000 Penalty: 1028.830322
	Iteration 0F: 3 clusters Score -5132216 nChanged 39642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5157946.000000 Penalty: 1028.830322
	Iteration 1F: 3 clusters Score -5157946 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -5161900.500000 Penalty: 1028.830322
	Iteration 2F: 3 clusters Score -5161900 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -5167327.000000 Penalty: 1028.830322
	Iteration 3F: 3 clusters Score -5167327 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -5171802.500000 Penalty: 1028.830322
	Iteration 4F: 3 clusters Score -5171802 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -5173467.000000 Penalty: 1028.830322
	Iteration 5Q: 3 clusters Score -5173467 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -5174069.000000 Penalty: 1028.830322
	Iteration 6Q: 3 clusters Score -5174069 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -5174512.000000 Penalty: 1028.830322
	Iteration 7Q: 3 clusters Score -5174512 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -5174873.000000 Penalty: 1028.830322
	Iteration 8Q: 3 clusters Score -5174873 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -5175472.500000 Penalty: 1028.830322
	Iteration 9Q: 3 clusters Score -5175472 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -5176051.500000 Penalty: 1028.830322
	Iteration 10Q: 3 clusters Score -5176052 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -5176675.500000 Penalty: 1028.830322
	Iteration 11Q: 3 clusters Score -5176676 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -5177353.000000 Penalty: 1028.830322
	Iteration 12Q: 3 clusters Score -5177353 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -5178036.000000 Penalty: 1028.830322
	Iteration 13Q: 3 clusters Score -5178036 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -5178810.000000 Penalty: 1028.830322
	Iteration 14Q: 3 clusters Score -5178810 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -5179571.000000 Penalty: 1028.830322
	Iteration 15Q: 3 clusters Score -5179571 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -5180423.000000 Penalty: 1028.830322
	Iteration 16Q: 3 clusters Score -5180423 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -5181196.500000 Penalty: 1028.830322
	Iteration 17Q: 3 clusters Score -5181196 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -5181970.500000 Penalty: 1028.830322
	Iteration 18Q: 3 clusters Score -5181970 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -5182709.500000 Penalty: 1028.830322
	Iteration 19Q: 3 clusters Score -5182710 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -5183348.500000 Penalty: 1028.830322
	Iteration 20F: 3 clusters Score -5183348 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -5183823.500000 Penalty: 1028.830322
	Iteration 21Q: 3 clusters Score -5183824 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -5184042.000000 Penalty: 1028.830322
	Iteration 22Q: 3 clusters Score -5184042 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -5184036.500000 Penalty: 1028.830322
	Iteration 23Q: 3 clusters Score -5184036 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -5183958.000000 Penalty: 1028.830322
	Iteration 24Q: 3 clusters Score -5183958 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -5183796.000000 Penalty: 1028.830322
	Iteration 25Q: 3 clusters Score -5183796 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -5183590.500000 Penalty: 1028.830322
	Iteration 26Q: 3 clusters Score -5183590 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -5183449.500000 Penalty: 1028.830322
	Iteration 27Q: 3 clusters Score -5183450 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -5183352.000000 Penalty: 1028.830322
	Iteration 28Q: 3 clusters Score -5183352 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -5183266.000000 Penalty: 1028.830322
	Iteration 29Q: 3 clusters Score -5183266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -5183217.000000 Penalty: 1028.830322
	Iteration 30Q: 3 clusters Score -5183217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -5183155.500000 Penalty: 1028.830322
	Iteration 31Q: 3 clusters Score -5183156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -5183152.000000 Penalty: 1028.830322
	Iteration 32Q: 3 clusters Score -5183152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -5183136.000000 Penalty: 1028.830322
	Iteration 33Q: 3 clusters Score -5183136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -5183127.500000 Penalty: 1028.830322
	Iteration 34Q: 3 clusters Score -5183128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -5183101.000000 Penalty: 1028.830322
	Iteration 35Q: 3 clusters Score -5183101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -5183101.000000 Penalty: 1028.830322
	Iteration 36Q: 3 clusters Score -5183101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -5183094.500000 Penalty: 1028.830322
	Iteration 37Q: 3 clusters Score -5183094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -5183106.000000 Penalty: 1028.830322
	Iteration 38Q: 3 clusters Score -5183106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -5183107.500000 Penalty: 1028.830322
	Iteration 39Q: 3 clusters Score -5183108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -5183098.500000 Penalty: 1028.830322
	Iteration 40F: 3 clusters Score -5183098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -5183095.000000 Penalty: 1028.830322
	Iteration 41Q: 3 clusters Score -5183095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -5183094.000000 Penalty: 1028.830322
	Iteration 42Q: 3 clusters Score -5183094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -5183090.000000 Penalty: 1028.830322
	Iteration 43Q: 3 clusters Score -5183090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -5183091.000000 Penalty: 1028.830322
	Iteration 44Q: 3 clusters Score -5183091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -5183089.500000 Penalty: 1028.830322
	Iteration 45Q: 3 clusters Score -5183090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -5183085.500000 Penalty: 1028.830322
	Iteration 46Q: 3 clusters Score -5183086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -5183084.000000 Penalty: 1028.830322
	Iteration 47Q: 3 clusters Score -5183084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -5183082.500000 Penalty: 1028.830322
	Iteration 48Q: 3 clusters Score -5183082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -5183082.500000 Penalty: 1028.830322
	Iteration 49F: 3 clusters Score -5183082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -237800.109375 Penalty: 375.462555
	Iteration 0F: 2 clusters Score -237800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -235175.343750 Penalty: 750.925110
	Iteration 0F: 3 clusters Score -235175.3 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -236166.390625 Penalty: 750.925110
	Iteration 1F: 3 clusters Score -236166.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -236305.531250 Penalty: 750.925110
	Iteration 2F: 3 clusters Score -236305.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -236430.875000 Penalty: 750.925110
	Iteration 3F: 3 clusters Score -236430.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -236564.687500 Penalty: 750.925110
	Iteration 4F: 3 clusters Score -236564.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -236712.203125 Penalty: 750.925110
	Iteration 5F: 3 clusters Score -236712.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -236856.937500 Penalty: 750.925110
	Iteration 6F: 3 clusters Score -236856.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -236995.953125 Penalty: 750.925110
	Iteration 7Q: 3 clusters Score -236996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -237080.343750 Penalty: 750.925110
	Iteration 8Q: 3 clusters Score -237080.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -237136.625000 Penalty: 750.925110
	Iteration 9Q: 3 clusters Score -237136.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -237173.593750 Penalty: 750.925110
	Iteration 10Q: 3 clusters Score -237173.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -237204.640625 Penalty: 750.925110
	Iteration 11Q: 3 clusters Score -237204.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -237224.062500 Penalty: 750.925110
	Iteration 12Q: 3 clusters Score -237224.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -237241.312500 Penalty: 750.925110
	Iteration 13Q: 3 clusters Score -237241.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -237256.609375 Penalty: 750.925110
	Iteration 14Q: 3 clusters Score -237256.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -237270.000000 Penalty: 750.925110
	Iteration 15Q: 3 clusters Score -237270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -237286.093750 Penalty: 750.925110
	Iteration 16Q: 3 clusters Score -237286.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -237299.390625 Penalty: 750.925110
	Iteration 17Q: 3 clusters Score -237299.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -237312.484375 Penalty: 750.925110
	Iteration 18Q: 3 clusters Score -237312.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -237327.953125 Penalty: 750.925110
	Iteration 19Q: 3 clusters Score -237328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -237343.437500 Penalty: 750.925110
	Iteration 20F: 3 clusters Score -237343.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -237359.609375 Penalty: 750.925110
	Iteration 21Q: 3 clusters Score -237359.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -237380.531250 Penalty: 750.925110
	Iteration 22Q: 3 clusters Score -237380.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237397.140625 Penalty: 750.925110
	Iteration 23Q: 3 clusters Score -237397.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -237409.421875 Penalty: 750.925110
	Iteration 24Q: 3 clusters Score -237409.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -237420.640625 Penalty: 750.925110
	Iteration 25Q: 3 clusters Score -237420.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -237428.781250 Penalty: 750.925110
	Iteration 26Q: 3 clusters Score -237428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -237433.828125 Penalty: 750.925110
	Iteration 27Q: 3 clusters Score -237433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -237438.781250 Penalty: 750.925110
	Iteration 28Q: 3 clusters Score -237438.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -237445.109375 Penalty: 750.925110
	Iteration 29Q: 3 clusters Score -237445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -237451.671875 Penalty: 750.925110
	Iteration 30Q: 3 clusters Score -237451.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -237460.046875 Penalty: 750.925110
	Iteration 31Q: 3 clusters Score -237460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237461.515625 Penalty: 750.925110
	Iteration 32Q: 3 clusters Score -237461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -237462.546875 Penalty: 750.925110
	Iteration 33Q: 3 clusters Score -237462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -237463.265625 Penalty: 750.925110
	Iteration 34Q: 3 clusters Score -237463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -237465.125000 Penalty: 750.925110
	Iteration 35Q: 3 clusters Score -237465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -237470.125000 Penalty: 750.925110
	Iteration 36Q: 3 clusters Score -237470.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -237473.500000 Penalty: 750.925110
	Iteration 37Q: 3 clusters Score -237473.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -237476.765625 Penalty: 750.925110
	Iteration 38Q: 3 clusters Score -237476.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -237479.250000 Penalty: 750.925110
	Iteration 39Q: 3 clusters Score -237479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -237482.078125 Penalty: 750.925110
	Iteration 40F: 3 clusters Score -237482.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -237484.531250 Penalty: 750.925110
	Iteration 41Q: 3 clusters Score -237484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -237485.093750 Penalty: 750.925110
	Iteration 42Q: 3 clusters Score -237485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237486.890625 Penalty: 750.925110
	Iteration 43Q: 3 clusters Score -237486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -237487.937500 Penalty: 750.925110
	Iteration 44Q: 3 clusters Score -237487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237489.156250 Penalty: 750.925110
	Iteration 45Q: 3 clusters Score -237489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237491.375000 Penalty: 750.925110
	Iteration 46Q: 3 clusters Score -237491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237491.921875 Penalty: 750.925110
	Iteration 47Q: 3 clusters Score -237491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -237492.421875 Penalty: 750.925110
	Iteration 48Q: 3 clusters Score -237492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237493.359375 Penalty: 750.925110
	Iteration 49Q: 3 clusters Score -237493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237493.625000 Penalty: 750.925110
	Iteration 50Q: 3 clusters Score -237493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237493.515625 Penalty: 750.925110
	Iteration 51Q: 3 clusters Score -237493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237493.781250 Penalty: 750.925110
	Iteration 52Q: 3 clusters Score -237493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237493.781250 Penalty: 750.925110
	Iteration 53Q: 3 clusters Score -237493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237494.703125 Penalty: 750.925110
	Iteration 54Q: 3 clusters Score -237494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -237495.187500 Penalty: 750.925110
	Iteration 55Q: 3 clusters Score -237495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -237496.093750 Penalty: 750.925110
	Iteration 56Q: 3 clusters Score -237496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237496.875000 Penalty: 750.925110
	Iteration 57Q: 3 clusters Score -237496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -237496.984375 Penalty: 750.925110
	Iteration 58Q: 3 clusters Score -237497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -237497.609375 Penalty: 750.925110
	Iteration 59Q: 3 clusters Score -237497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -237497.687500 Penalty: 750.925110
	Iteration 60F: 3 clusters Score -237497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237498.125000 Penalty: 750.925110
	Iteration 61Q: 3 clusters Score -237498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237498.953125 Penalty: 750.925110
	Iteration 62Q: 3 clusters Score -237499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -237499.890625 Penalty: 750.925110
	Iteration 63Q: 3 clusters Score -237499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -237502.265625 Penalty: 750.925110
	Iteration 64Q: 3 clusters Score -237502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237503.453125 Penalty: 750.925110
	Iteration 65Q: 3 clusters Score -237503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -237504.609375 Penalty: 750.925110
	Iteration 66Q: 3 clusters Score -237504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237505.484375 Penalty: 750.925110
	Iteration 67Q: 3 clusters Score -237505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -237506.781250 Penalty: 750.925110
	Iteration 68Q: 3 clusters Score -237506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -237507.187500 Penalty: 750.925110
	Iteration 69Q: 3 clusters Score -237507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -237507.859375 Penalty: 750.925110
	Iteration 70Q: 3 clusters Score -237507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -237508.390625 Penalty: 750.925110
	Iteration 71Q: 3 clusters Score -237508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237509.093750 Penalty: 750.925110
	Iteration 72Q: 3 clusters Score -237509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -237510.015625 Penalty: 750.925110
	Iteration 73Q: 3 clusters Score -237510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237510.687500 Penalty: 750.925110
	Iteration 74Q: 3 clusters Score -237510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -237511.046875 Penalty: 750.925110
	Iteration 75Q: 3 clusters Score -237511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -237511.140625 Penalty: 750.925110
	Iteration 76Q: 3 clusters Score -237511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -237511.140625 Penalty: 750.925110
	Iteration 77F: 3 clusters Score -237511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Entering Unmasked Estep 
Score: -1177486.875000 Penalty: 447.316498
	Iteration 0F: 2 clusters Score -1177487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1165112.375000 Penalty: 894.632996
	Iteration 0F: 3 clusters Score -1165112 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1170327.750000 Penalty: 894.632996
	Iteration 1F: 3 clusters Score -1170328 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1170621.375000 Penalty: 894.632996
	Iteration 2Q: 3 clusters Score -1170621 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1171044.375000 Penalty: 894.632996
	Iteration 3Q: 3 clusters Score -1171044 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1171706.125000 Penalty: 894.632996
	Iteration 4Q: 3 clusters Score -1171706 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1172584.625000 Penalty: 894.632996
	Iteration 5F: 3 clusters Score -1172585 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1173570.000000 Penalty: 894.632996
	Iteration 6F: 3 clusters Score -1173570 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1174441.875000 Penalty: 894.632996
	Iteration 7F: 3 clusters Score -1174442 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1174985.125000 Penalty: 894.632996
	Iteration 8Q: 3 clusters Score -1174985 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1175275.875000 Penalty: 894.632996
	Iteration 9Q: 3 clusters Score -1175276 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1175443.875000 Penalty: 894.632996
	Iteration 10Q: 3 clusters Score -1175444 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1175528.625000 Penalty: 894.632996
	Iteration 11Q: 3 clusters Score -1175529 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1175598.000000 Penalty: 894.632996
	Iteration 12Q: 3 clusters Score -1175598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1175658.500000 Penalty: 894.632996
	Iteration 13Q: 3 clusters Score -1175658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1175705.375000 Penalty: 894.632996
	Iteration 14Q: 3 clusters Score -1175705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1175742.625000 Penalty: 894.632996
	Iteration 15Q: 3 clusters Score -1175743 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1175775.375000 Penalty: 894.632996
	Iteration 16Q: 3 clusters Score -1175775 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1175805.250000 Penalty: 894.632996
	Iteration 17Q: 3 clusters Score -1175805 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1175837.625000 Penalty: 894.632996
	Iteration 18Q: 3 clusters Score -1175838 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1175881.750000 Penalty: 894.632996
	Iteration 19Q: 3 clusters Score -1175882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1175922.125000 Penalty: 894.632996
	Iteration 20F: 3 clusters Score -1175922 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1175956.750000 Penalty: 894.632996
	Iteration 21Q: 3 clusters Score -1175957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1175993.250000 Penalty: 894.632996
	Iteration 22Q: 3 clusters Score -1175993 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1176035.375000 Penalty: 894.632996
	Iteration 23Q: 3 clusters Score -1176035 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1176086.500000 Penalty: 894.632996
	Iteration 24Q: 3 clusters Score -1176086 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1176136.625000 Penalty: 894.632996
	Iteration 25Q: 3 clusters Score -1176137 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1176200.750000 Penalty: 894.632996
	Iteration 26Q: 3 clusters Score -1176201 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1176261.625000 Penalty: 894.632996
	Iteration 27Q: 3 clusters Score -1176262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1176337.375000 Penalty: 894.632996
	Iteration 28Q: 3 clusters Score -1176337 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1176416.875000 Penalty: 894.632996
	Iteration 29Q: 3 clusters Score -1176417 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1176500.875000 Penalty: 894.632996
	Iteration 30Q: 3 clusters Score -1176501 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1176605.875000 Penalty: 894.632996
	Iteration 31Q: 3 clusters Score -1176606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1176691.500000 Penalty: 894.632996
	Iteration 32Q: 3 clusters Score -1176692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1176746.125000 Penalty: 894.632996
	Iteration 33Q: 3 clusters Score -1176746 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1176786.250000 Penalty: 894.632996
	Iteration 34Q: 3 clusters Score -1176786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1176827.250000 Penalty: 894.632996
	Iteration 35Q: 3 clusters Score -1176827 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1176875.500000 Penalty: 894.632996
	Iteration 36Q: 3 clusters Score -1176876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1176908.625000 Penalty: 894.632996
	Iteration 37Q: 3 clusters Score -1176909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1176944.750000 Penalty: 894.632996
	Iteration 38Q: 3 clusters Score -1176945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1176967.875000 Penalty: 894.632996
	Iteration 39Q: 3 clusters Score -1176968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1176989.750000 Penalty: 894.632996
	Iteration 40F: 3 clusters Score -1176990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1177014.875000 Penalty: 894.632996
	Iteration 41Q: 3 clusters Score -1177015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1177039.500000 Penalty: 894.632996
	Iteration 42Q: 3 clusters Score -1177040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1177061.250000 Penalty: 894.632996
	Iteration 43Q: 3 clusters Score -1177061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1177082.500000 Penalty: 894.632996
	Iteration 44Q: 3 clusters Score -1177082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1177093.750000 Penalty: 894.632996
	Iteration 45Q: 3 clusters Score -1177094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1177105.750000 Penalty: 894.632996
	Iteration 46Q: 3 clusters Score -1177106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1177116.250000 Penalty: 894.632996
	Iteration 47Q: 3 clusters Score -1177116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1177124.625000 Penalty: 894.632996
	Iteration 48Q: 3 clusters Score -1177125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1177132.250000 Penalty: 894.632996
	Iteration 49Q: 3 clusters Score -1177132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1177132.500000 Penalty: 894.632996
	Iteration 50Q: 3 clusters Score -1177132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1177134.250000 Penalty: 894.632996
	Iteration 51Q: 3 clusters Score -1177134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1177135.375000 Penalty: 894.632996
	Iteration 52Q: 3 clusters Score -1177135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1177138.000000 Penalty: 894.632996
	Iteration 53Q: 3 clusters Score -1177138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1177138.875000 Penalty: 894.632996
	Iteration 54Q: 3 clusters Score -1177139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1177143.375000 Penalty: 894.632996
	Iteration 55Q: 3 clusters Score -1177143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1177147.500000 Penalty: 894.632996
	Iteration 56Q: 3 clusters Score -1177148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1177151.500000 Penalty: 894.632996
	Iteration 57Q: 3 clusters Score -1177152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1177152.375000 Penalty: 894.632996
	Iteration 58Q: 3 clusters Score -1177152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1177156.500000 Penalty: 894.632996
	Iteration 59Q: 3 clusters Score -1177156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1177160.750000 Penalty: 894.632996
	Iteration 60F: 3 clusters Score -1177161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1177162.500000 Penalty: 894.632996
	Iteration 61Q: 3 clusters Score -1177162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1177161.500000 Penalty: 894.632996
	Iteration 62Q: 3 clusters Score -1177162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1177162.250000 Penalty: 894.632996
	Iteration 63Q: 3 clusters Score -1177162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1177163.125000 Penalty: 894.632996
	Iteration 64Q: 3 clusters Score -1177163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1177166.500000 Penalty: 894.632996
	Iteration 65Q: 3 clusters Score -1177166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1177168.500000 Penalty: 894.632996
	Iteration 66Q: 3 clusters Score -1177168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1177169.125000 Penalty: 894.632996
	Iteration 67Q: 3 clusters Score -1177169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1177169.500000 Penalty: 894.632996
	Iteration 68Q: 3 clusters Score -1177170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1177169.500000 Penalty: 894.632996
	Iteration 69Q: 3 clusters Score -1177170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1177170.750000 Penalty: 894.632996
	Iteration 70Q: 3 clusters Score -1177171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1177171.125000 Penalty: 894.632996
	Iteration 71Q: 3 clusters Score -1177171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1177171.125000 Penalty: 894.632996
	Iteration 72F: 3 clusters Score -1177171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -43746.902344 Penalty: 302.114349
	Iteration 0F: 2 clusters Score -43746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -43072.796875 Penalty: 604.228699
	Iteration 0F: 3 clusters Score -43072.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43296.992188 Penalty: 604.228699
	Iteration 1F: 3 clusters Score -43296.99 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43359.328125 Penalty: 604.228699
	Iteration 2F: 3 clusters Score -43359.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43386.742188 Penalty: 604.228699
	Iteration 3F: 3 clusters Score -43386.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43407.183594 Penalty: 604.228699
	Iteration 4Q: 3 clusters Score -43407.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43419.953125 Penalty: 604.228699
	Iteration 5Q: 3 clusters Score -43419.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43427.921875 Penalty: 604.228699
	Iteration 6Q: 3 clusters Score -43427.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43434.238281 Penalty: 604.228699
	Iteration 7Q: 3 clusters Score -43434.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43436.375000 Penalty: 604.228699
	Iteration 8Q: 3 clusters Score -43436.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43437.722656 Penalty: 604.228699
	Iteration 9Q: 3 clusters Score -43437.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43440.214844 Penalty: 604.228699
	Iteration 10Q: 3 clusters Score -43440.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43442.523438 Penalty: 604.228699
	Iteration 11Q: 3 clusters Score -43442.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43443.781250 Penalty: 604.228699
	Iteration 12Q: 3 clusters Score -43443.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43444.867188 Penalty: 604.228699
	Iteration 13Q: 3 clusters Score -43444.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43445.664062 Penalty: 604.228699
	Iteration 14Q: 3 clusters Score -43445.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43446.289062 Penalty: 604.228699
	Iteration 15Q: 3 clusters Score -43446.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43447.558594 Penalty: 604.228699
	Iteration 16Q: 3 clusters Score -43447.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43448.789062 Penalty: 604.228699
	Iteration 17Q: 3 clusters Score -43448.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43451.000000 Penalty: 604.228699
	Iteration 18Q: 3 clusters Score -43451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43453.105469 Penalty: 604.228699
	Iteration 19Q: 3 clusters Score -43453.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43456.589844 Penalty: 604.228699
	Iteration 20F: 3 clusters Score -43456.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43467.359375 Penalty: 604.228699
	Iteration 21Q: 3 clusters Score -43467.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43477.390625 Penalty: 604.228699
	Iteration 22Q: 3 clusters Score -43477.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43481.957031 Penalty: 604.228699
	Iteration 23Q: 3 clusters Score -43481.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43492.289062 Penalty: 604.228699
	Iteration 24Q: 3 clusters Score -43492.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43497.929688 Penalty: 604.228699
	Iteration 25Q: 3 clusters Score -43497.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43500.128906 Penalty: 604.228699
	Iteration 26Q: 3 clusters Score -43500.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43502.960938 Penalty: 604.228699
	Iteration 27Q: 3 clusters Score -43502.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43504.816406 Penalty: 604.228699
	Iteration 28Q: 3 clusters Score -43504.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43505.359375 Penalty: 604.228699
	Iteration 29Q: 3 clusters Score -43505.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43505.359375 Penalty: 604.228699
	Iteration 30F: 3 clusters Score -43505.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -460089.250000 Penalty: 404.906708
	Iteration 0F: 2 clusters Score -460089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -455182.062500 Penalty: 809.813416
	Iteration 0F: 3 clusters Score -455182.1 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -457208.031250 Penalty: 809.813416
	Iteration 1F: 3 clusters Score -457208 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -457525.812500 Penalty: 809.813416
	Iteration 2F: 3 clusters Score -457525.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -457878.375000 Penalty: 809.813416
	Iteration 3F: 3 clusters Score -457878.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -458307.312500 Penalty: 809.813416
	Iteration 4F: 3 clusters Score -458307.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -458674.062500 Penalty: 809.813416
	Iteration 5F: 3 clusters Score -458674.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -458963.656250 Penalty: 809.813416
	Iteration 6F: 3 clusters Score -458963.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -459143.875000 Penalty: 809.813416
	Iteration 7Q: 3 clusters Score -459143.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -459230.031250 Penalty: 809.813416
	Iteration 8Q: 3 clusters Score -459230 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -459267.343750 Penalty: 809.813416
	Iteration 9Q: 3 clusters Score -459267.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -459294.968750 Penalty: 809.813416
	Iteration 10Q: 3 clusters Score -459295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -459314.093750 Penalty: 809.813416
	Iteration 11Q: 3 clusters Score -459314.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -459336.093750 Penalty: 809.813416
	Iteration 12Q: 3 clusters Score -459336.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -459359.312500 Penalty: 809.813416
	Iteration 13Q: 3 clusters Score -459359.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -459393.937500 Penalty: 809.813416
	Iteration 14Q: 3 clusters Score -459393.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -459423.687500 Penalty: 809.813416
	Iteration 15Q: 3 clusters Score -459423.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -459455.000000 Penalty: 809.813416
	Iteration 16Q: 3 clusters Score -459455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -459484.343750 Penalty: 809.813416
	Iteration 17Q: 3 clusters Score -459484.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -459506.500000 Penalty: 809.813416
	Iteration 18Q: 3 clusters Score -459506.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -459532.937500 Penalty: 809.813416
	Iteration 19Q: 3 clusters Score -459532.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -459559.062500 Penalty: 809.813416
	Iteration 20F: 3 clusters Score -459559.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -459590.875000 Penalty: 809.813416
	Iteration 21Q: 3 clusters Score -459590.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -459624.437500 Penalty: 809.813416
	Iteration 22Q: 3 clusters Score -459624.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -459663.968750 Penalty: 809.813416
	Iteration 23Q: 3 clusters Score -459664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -459699.718750 Penalty: 809.813416
	Iteration 24Q: 3 clusters Score -459699.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -459732.093750 Penalty: 809.813416
	Iteration 25Q: 3 clusters Score -459732.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -459773.687500 Penalty: 809.813416
	Iteration 26Q: 3 clusters Score -459773.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -459816.250000 Penalty: 809.813416
	Iteration 27Q: 3 clusters Score -459816.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -459844.125000 Penalty: 809.813416
	Iteration 28Q: 3 clusters Score -459844.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -459873.562500 Penalty: 809.813416
	Iteration 29Q: 3 clusters Score -459873.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -459894.500000 Penalty: 809.813416
	Iteration 30Q: 3 clusters Score -459894.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -459909.937500 Penalty: 809.813416
	Iteration 31Q: 3 clusters Score -459909.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -459920.968750 Penalty: 809.813416
	Iteration 32Q: 3 clusters Score -459921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -459932.875000 Penalty: 809.813416
	Iteration 33Q: 3 clusters Score -459932.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -459937.468750 Penalty: 809.813416
	Iteration 34Q: 3 clusters Score -459937.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -459941.812500 Penalty: 809.813416
	Iteration 35Q: 3 clusters Score -459941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -459943.656250 Penalty: 809.813416
	Iteration 36Q: 3 clusters Score -459943.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -459944.843750 Penalty: 809.813416
	Iteration 37Q: 3 clusters Score -459944.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -459947.812500 Penalty: 809.813416
	Iteration 38Q: 3 clusters Score -459947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -459949.750000 Penalty: 809.813416
	Iteration 39Q: 3 clusters Score -459949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -459956.750000 Penalty: 809.813416
	Iteration 40F: 3 clusters Score -459956.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -459960.312500 Penalty: 809.813416
	Iteration 41Q: 3 clusters Score -459960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -459963.125000 Penalty: 809.813416
	Iteration 42Q: 3 clusters Score -459963.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -459967.468750 Penalty: 809.813416
	Iteration 43Q: 3 clusters Score -459967.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -459974.875000 Penalty: 809.813416
	Iteration 44Q: 3 clusters Score -459974.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -459983.468750 Penalty: 809.813416
	Iteration 45Q: 3 clusters Score -459983.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -459991.875000 Penalty: 809.813416
	Iteration 46Q: 3 clusters Score -459991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -459998.750000 Penalty: 809.813416
	Iteration 47Q: 3 clusters Score -459998.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460005.687500 Penalty: 809.813416
	Iteration 48Q: 3 clusters Score -460005.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -460012.593750 Penalty: 809.813416
	Iteration 49Q: 3 clusters Score -460012.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -460020.531250 Penalty: 809.813416
	Iteration 50Q: 3 clusters Score -460020.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -460027.031250 Penalty: 809.813416
	Iteration 51Q: 3 clusters Score -460027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -460033.156250 Penalty: 809.813416
	Iteration 52Q: 3 clusters Score -460033.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -460037.843750 Penalty: 809.813416
	Iteration 53Q: 3 clusters Score -460037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -460039.281250 Penalty: 809.813416
	Iteration 54Q: 3 clusters Score -460039.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -460040.031250 Penalty: 809.813416
	Iteration 55Q: 3 clusters Score -460040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -460042.062500 Penalty: 809.813416
	Iteration 56Q: 3 clusters Score -460042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -460044.468750 Penalty: 809.813416
	Iteration 57Q: 3 clusters Score -460044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -460044.906250 Penalty: 809.813416
	Iteration 58Q: 3 clusters Score -460044.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -460045.843750 Penalty: 809.813416
	Iteration 59Q: 3 clusters Score -460045.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -460045.250000 Penalty: 809.813416
	Iteration 60F: 3 clusters Score -460045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -460046.531250 Penalty: 809.813416
	Iteration 61Q: 3 clusters Score -460046.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -460047.718750 Penalty: 809.813416
	Iteration 62Q: 3 clusters Score -460047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -460048.031250 Penalty: 809.813416
	Iteration 63Q: 3 clusters Score -460048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -460049.468750 Penalty: 809.813416
	Iteration 64Q: 3 clusters Score -460049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -460049.312500 Penalty: 809.813416
	Iteration 65Q: 3 clusters Score -460049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -460048.750000 Penalty: 809.813416
	Iteration 66Q: 3 clusters Score -460048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -460049.187500 Penalty: 809.813416
	Iteration 67Q: 3 clusters Score -460049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -460049.406250 Penalty: 809.813416
	Iteration 68Q: 3 clusters Score -460049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460050.187500 Penalty: 809.813416
	Iteration 69Q: 3 clusters Score -460050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -460050.281250 Penalty: 809.813416
	Iteration 70Q: 3 clusters Score -460050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -460050.281250 Penalty: 809.813416
	Iteration 71F: 3 clusters Score -460050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Entering Unmasked Estep 
Score: -2890217.500000 Penalty: 486.178467
	Iteration 0F: 2 clusters Score -2890218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2861661.000000 Penalty: 972.356934
	Iteration 0F: 3 clusters Score -2861661 nChanged 21074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2874090.750000 Penalty: 972.356934
	Iteration 1F: 3 clusters Score -2874091 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2875012.250000 Penalty: 972.356934
	Iteration 2F: 3 clusters Score -2875012 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2876744.750000 Penalty: 972.356934
	Iteration 3F: 3 clusters Score -2876745 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2879538.500000 Penalty: 972.356934
	Iteration 4F: 3 clusters Score -2879538 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2883079.750000 Penalty: 972.356934
	Iteration 5F: 3 clusters Score -2883080 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2885723.500000 Penalty: 972.356934
	Iteration 6F: 3 clusters Score -2885724 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2887287.000000 Penalty: 972.356934
	Iteration 7Q: 3 clusters Score -2887287 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2888249.250000 Penalty: 972.356934
	Iteration 8Q: 3 clusters Score -2888249 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2888846.000000 Penalty: 972.356934
	Iteration 9Q: 3 clusters Score -2888846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2889172.250000 Penalty: 972.356934
	Iteration 10Q: 3 clusters Score -2889172 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2889424.750000 Penalty: 972.356934
	Iteration 11Q: 3 clusters Score -2889425 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2889555.750000 Penalty: 972.356934
	Iteration 12Q: 3 clusters Score -2889556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2889630.250000 Penalty: 972.356934
	Iteration 13Q: 3 clusters Score -2889630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2889671.250000 Penalty: 972.356934
	Iteration 14Q: 3 clusters Score -2889671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2889700.000000 Penalty: 972.356934
	Iteration 15Q: 3 clusters Score -2889700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2889720.250000 Penalty: 972.356934
	Iteration 16Q: 3 clusters Score -2889720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2889737.750000 Penalty: 972.356934
	Iteration 17Q: 3 clusters Score -2889738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2889748.000000 Penalty: 972.356934
	Iteration 18Q: 3 clusters Score -2889748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2889750.750000 Penalty: 972.356934
	Iteration 19Q: 3 clusters Score -2889751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2889759.000000 Penalty: 972.356934
	Iteration 20F: 3 clusters Score -2889759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2889770.250000 Penalty: 972.356934
	Iteration 21Q: 3 clusters Score -2889770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2889769.000000 Penalty: 972.356934
	Iteration 22Q: 3 clusters Score -2889769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2889773.000000 Penalty: 972.356934
	Iteration 23Q: 3 clusters Score -2889773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2889773.250000 Penalty: 972.356934
	Iteration 24Q: 3 clusters Score -2889773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2889777.500000 Penalty: 972.356934
	Iteration 25Q: 3 clusters Score -2889778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2889781.250000 Penalty: 972.356934
	Iteration 26Q: 3 clusters Score -2889781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2889788.000000 Penalty: 972.356934
	Iteration 27Q: 3 clusters Score -2889788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2889794.500000 Penalty: 972.356934
	Iteration 28Q: 3 clusters Score -2889794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2889795.750000 Penalty: 972.356934
	Iteration 29Q: 3 clusters Score -2889796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2889799.250000 Penalty: 972.356934
	Iteration 30Q: 3 clusters Score -2889799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2889799.500000 Penalty: 972.356934
	Iteration 31Q: 3 clusters Score -2889800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2889797.750000 Penalty: 972.356934
	Iteration 32Q: 3 clusters Score -2889798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2889799.000000 Penalty: 972.356934
	Iteration 33Q: 3 clusters Score -2889799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2889799.500000 Penalty: 972.356934
	Iteration 34Q: 3 clusters Score -2889800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2889801.250000 Penalty: 972.356934
	Iteration 35Q: 3 clusters Score -2889801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2889801.250000 Penalty: 972.356934
	Iteration 36F: 3 clusters Score -2889801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -202514.640625 Penalty: 372.153595
	Iteration 0F: 2 clusters Score -202514.6 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 1699 members 
Entering Unmasked Estep 
Score: -200080.281250 Penalty: 744.307190
	Iteration 0F: 3 clusters Score -200080.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -201004.968750 Penalty: 744.307190
	Iteration 1F: 3 clusters Score -201005 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -201251.562500 Penalty: 744.307190
	Iteration 2F: 3 clusters Score -201251.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -201495.421875 Penalty: 744.307190
	Iteration 3F: 3 clusters Score -201495.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -201703.796875 Penalty: 744.307190
	Iteration 4F: 3 clusters Score -201703.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -201883.234375 Penalty: 744.307190
	Iteration 5F: 3 clusters Score -201883.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -201984.937500 Penalty: 744.307190
	Iteration 6Q: 3 clusters Score -201984.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -202050.562500 Penalty: 744.307190
	Iteration 7Q: 3 clusters Score -202050.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -202077.281250 Penalty: 744.307190
	Iteration 8Q: 3 clusters Score -202077.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -202107.875000 Penalty: 744.307190
	Iteration 9Q: 3 clusters Score -202107.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -202131.734375 Penalty: 744.307190
	Iteration 10Q: 3 clusters Score -202131.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -202158.656250 Penalty: 744.307190
	Iteration 11Q: 3 clusters Score -202158.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -202184.453125 Penalty: 744.307190
	Iteration 12Q: 3 clusters Score -202184.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -202199.531250 Penalty: 744.307190
	Iteration 13Q: 3 clusters Score -202199.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -202204.578125 Penalty: 744.307190
	Iteration 14Q: 3 clusters Score -202204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -202208.656250 Penalty: 744.307190
	Iteration 15Q: 3 clusters Score -202208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -202210.578125 Penalty: 744.307190
	Iteration 16Q: 3 clusters Score -202210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -202210.812500 Penalty: 744.307190
	Iteration 17Q: 3 clusters Score -202210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -202210.812500 Penalty: 744.307190
	Iteration 18F: 3 clusters Score -202210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Entering Unmasked Estep 
Score: -2812990.750000 Penalty: 485.746429
	Iteration 0F: 2 clusters Score -2812991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2784974.500000 Penalty: 971.492859
	Iteration 0F: 3 clusters Score -2784974 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2796710.500000 Penalty: 971.492859
	Iteration 1F: 3 clusters Score -2796710 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2797149.000000 Penalty: 971.492859
	Iteration 2Q: 3 clusters Score -2797149 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2797869.000000 Penalty: 971.492859
	Iteration 3Q: 3 clusters Score -2797869 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2798993.250000 Penalty: 971.492859
	Iteration 4Q: 3 clusters Score -2798993 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2800949.500000 Penalty: 971.492859
	Iteration 5F: 3 clusters Score -2800950 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2803674.000000 Penalty: 971.492859
	Iteration 6F: 3 clusters Score -2803674 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2806448.750000 Penalty: 971.492859
	Iteration 7F: 3 clusters Score -2806449 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2808678.750000 Penalty: 971.492859
	Iteration 8F: 3 clusters Score -2808679 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2810265.250000 Penalty: 971.492859
	Iteration 9Q: 3 clusters Score -2810265 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2811370.750000 Penalty: 971.492859
	Iteration 10Q: 3 clusters Score -2811371 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2811931.750000 Penalty: 971.492859
	Iteration 11Q: 3 clusters Score -2811932 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2812243.750000 Penalty: 971.492859
	Iteration 12Q: 3 clusters Score -2812244 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2812394.750000 Penalty: 971.492859
	Iteration 13Q: 3 clusters Score -2812395 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2812455.500000 Penalty: 971.492859
	Iteration 14Q: 3 clusters Score -2812456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2812513.500000 Penalty: 971.492859
	Iteration 15Q: 3 clusters Score -2812514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2812532.750000 Penalty: 971.492859
	Iteration 16Q: 3 clusters Score -2812533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2812574.250000 Penalty: 971.492859
	Iteration 17Q: 3 clusters Score -2812574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2812601.000000 Penalty: 971.492859
	Iteration 18Q: 3 clusters Score -2812601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2812610.750000 Penalty: 971.492859
	Iteration 19Q: 3 clusters Score -2812611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2812615.250000 Penalty: 971.492859
	Iteration 20F: 3 clusters Score -2812615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2812624.250000 Penalty: 971.492859
	Iteration 21Q: 3 clusters Score -2812624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2812625.500000 Penalty: 971.492859
	Iteration 22Q: 3 clusters Score -2812626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2812633.750000 Penalty: 971.492859
	Iteration 23Q: 3 clusters Score -2812634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2812641.250000 Penalty: 971.492859
	Iteration 24Q: 3 clusters Score -2812641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2812642.500000 Penalty: 971.492859
	Iteration 25Q: 3 clusters Score -2812642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2812648.000000 Penalty: 971.492859
	Iteration 26Q: 3 clusters Score -2812648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2812653.000000 Penalty: 971.492859
	Iteration 27Q: 3 clusters Score -2812653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2812661.000000 Penalty: 971.492859
	Iteration 28Q: 3 clusters Score -2812661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2812665.750000 Penalty: 971.492859
	Iteration 29Q: 3 clusters Score -2812666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2812666.000000 Penalty: 971.492859
	Iteration 30Q: 3 clusters Score -2812666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2812663.250000 Penalty: 971.492859
	Iteration 31Q: 3 clusters Score -2812663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2812663.250000 Penalty: 971.492859
	Iteration 32Q: 3 clusters Score -2812663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2812669.750000 Penalty: 971.492859
	Iteration 33Q: 3 clusters Score -2812670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2812661.500000 Penalty: 971.492859
	Iteration 34Q: 3 clusters Score -2812662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2812656.000000 Penalty: 971.492859
	Iteration 35Q: 3 clusters Score -2812656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2812657.250000 Penalty: 971.492859
	Iteration 36Q: 3 clusters Score -2812657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2812657.750000 Penalty: 971.492859
	Iteration 37Q: 3 clusters Score -2812658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2812662.000000 Penalty: 971.492859
	Iteration 38Q: 3 clusters Score -2812662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2812660.250000 Penalty: 971.492859
	Iteration 39Q: 3 clusters Score -2812660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2812660.250000 Penalty: 971.492859
	Iteration 40F: 3 clusters Score -2812660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2812661.750000 Penalty: 971.492859
	Iteration 41Q: 3 clusters Score -2812662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2812662.250000 Penalty: 971.492859
	Iteration 42Q: 3 clusters Score -2812662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2812660.250000 Penalty: 971.492859
	Iteration 43Q: 3 clusters Score -2812660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2812660.250000 Penalty: 971.492859
	Iteration 44F: 3 clusters Score -2812660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Entering Unmasked Estep 
Score: -5061631.000000 Penalty: 514.281189
	Iteration 0F: 2 clusters Score -5061631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5009501.000000 Penalty: 1028.562378
	Iteration 0F: 3 clusters Score -5009501 nChanged 39367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5033449.000000 Penalty: 1028.562378
	Iteration 1F: 3 clusters Score -5033449 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5034319.500000 Penalty: 1028.562378
	Iteration 2Q: 3 clusters Score -5034320 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5035429.500000 Penalty: 1028.562378
	Iteration 3Q: 3 clusters Score -5035430 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -5036913.000000 Penalty: 1028.562378
	Iteration 4Q: 3 clusters Score -5036913 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -5039153.500000 Penalty: 1028.562378
	Iteration 5Q: 3 clusters Score -5039154 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5042204.000000 Penalty: 1028.562378
	Iteration 6F: 3 clusters Score -5042204 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5046091.000000 Penalty: 1028.562378
	Iteration 7F: 3 clusters Score -5046091 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5049534.500000 Penalty: 1028.562378
	Iteration 8F: 3 clusters Score -5049534 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5051303.500000 Penalty: 1028.562378
	Iteration 9Q: 3 clusters Score -5051304 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5051947.000000 Penalty: 1028.562378
	Iteration 10Q: 3 clusters Score -5051947 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5052258.500000 Penalty: 1028.562378
	Iteration 11Q: 3 clusters Score -5052258 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5052482.500000 Penalty: 1028.562378
	Iteration 12Q: 3 clusters Score -5052482 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5052653.000000 Penalty: 1028.562378
	Iteration 13Q: 3 clusters Score -5052653 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5052851.500000 Penalty: 1028.562378
	Iteration 14Q: 3 clusters Score -5052852 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -5052973.500000 Penalty: 1028.562378
	Iteration 15Q: 3 clusters Score -5052974 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5053065.000000 Penalty: 1028.562378
	Iteration 16Q: 3 clusters Score -5053065 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5053182.500000 Penalty: 1028.562378
	Iteration 17Q: 3 clusters Score -5053182 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -5053282.000000 Penalty: 1028.562378
	Iteration 18Q: 3 clusters Score -5053282 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -5053366.000000 Penalty: 1028.562378
	Iteration 19Q: 3 clusters Score -5053366 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -5053453.000000 Penalty: 1028.562378
	Iteration 20F: 3 clusters Score -5053453 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -5053474.500000 Penalty: 1028.562378
	Iteration 21Q: 3 clusters Score -5053474 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -5053509.500000 Penalty: 1028.562378
	Iteration 22Q: 3 clusters Score -5053510 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -5053568.000000 Penalty: 1028.562378
	Iteration 23Q: 3 clusters Score -5053568 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -5053598.500000 Penalty: 1028.562378
	Iteration 24Q: 3 clusters Score -5053598 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -5053627.000000 Penalty: 1028.562378
	Iteration 25Q: 3 clusters Score -5053627 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -5053634.000000 Penalty: 1028.562378
	Iteration 26Q: 3 clusters Score -5053634 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -5053662.000000 Penalty: 1028.562378
	Iteration 27Q: 3 clusters Score -5053662 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -5053706.000000 Penalty: 1028.562378
	Iteration 28Q: 3 clusters Score -5053706 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -5053734.000000 Penalty: 1028.562378
	Iteration 29Q: 3 clusters Score -5053734 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -5053747.000000 Penalty: 1028.562378
	Iteration 30Q: 3 clusters Score -5053747 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5053784.000000 Penalty: 1028.562378
	Iteration 31Q: 3 clusters Score -5053784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -5053810.500000 Penalty: 1028.562378
	Iteration 32Q: 3 clusters Score -5053810 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -5053833.500000 Penalty: 1028.562378
	Iteration 33Q: 3 clusters Score -5053834 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -5053868.500000 Penalty: 1028.562378
	Iteration 34Q: 3 clusters Score -5053868 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -5053921.500000 Penalty: 1028.562378
	Iteration 35Q: 3 clusters Score -5053922 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -5053928.000000 Penalty: 1028.562378
	Iteration 36Q: 3 clusters Score -5053928 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -5053980.000000 Penalty: 1028.562378
	Iteration 37Q: 3 clusters Score -5053980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -5054024.000000 Penalty: 1028.562378
	Iteration 38Q: 3 clusters Score -5054024 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -5054063.500000 Penalty: 1028.562378
	Iteration 39Q: 3 clusters Score -5054064 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -5054126.000000 Penalty: 1028.562378
	Iteration 40F: 3 clusters Score -5054126 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -5054161.000000 Penalty: 1028.562378
	Iteration 41Q: 3 clusters Score -5054161 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -5054214.000000 Penalty: 1028.562378
	Iteration 42Q: 3 clusters Score -5054214 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -5054272.500000 Penalty: 1028.562378
	Iteration 43Q: 3 clusters Score -5054272 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -5054289.500000 Penalty: 1028.562378
	Iteration 44Q: 3 clusters Score -5054290 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -5054361.000000 Penalty: 1028.562378
	Iteration 45Q: 3 clusters Score -5054361 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -5054398.000000 Penalty: 1028.562378
	Iteration 46Q: 3 clusters Score -5054398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -5054413.000000 Penalty: 1028.562378
	Iteration 47Q: 3 clusters Score -5054413 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -5054447.500000 Penalty: 1028.562378
	Iteration 48Q: 3 clusters Score -5054448 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -5054529.000000 Penalty: 1028.562378
	Iteration 49Q: 3 clusters Score -5054529 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -5054575.500000 Penalty: 1028.562378
	Iteration 50Q: 3 clusters Score -5054576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -5054620.000000 Penalty: 1028.562378
	Iteration 51Q: 3 clusters Score -5054620 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -5054675.500000 Penalty: 1028.562378
	Iteration 52Q: 3 clusters Score -5054676 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -5054762.000000 Penalty: 1028.562378
	Iteration 53Q: 3 clusters Score -5054762 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -5054829.000000 Penalty: 1028.562378
	Iteration 54Q: 3 clusters Score -5054829 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -5054931.000000 Penalty: 1028.562378
	Iteration 55Q: 3 clusters Score -5054931 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -5055004.000000 Penalty: 1028.562378
	Iteration 56Q: 3 clusters Score -5055004 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -5055130.500000 Penalty: 1028.562378
	Iteration 57Q: 3 clusters Score -5055130 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -5055258.000000 Penalty: 1028.562378
	Iteration 58Q: 3 clusters Score -5055258 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -5055384.000000 Penalty: 1028.562378
	Iteration 59Q: 3 clusters Score -5055384 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -5055493.500000 Penalty: 1028.562378
	Iteration 60F: 3 clusters Score -5055494 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -5055649.000000 Penalty: 1028.562378
	Iteration 61Q: 3 clusters Score -5055649 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -5055842.500000 Penalty: 1028.562378
	Iteration 62Q: 3 clusters Score -5055842 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -5056003.000000 Penalty: 1028.562378
	Iteration 63Q: 3 clusters Score -5056003 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -5056222.500000 Penalty: 1028.562378
	Iteration 64Q: 3 clusters Score -5056222 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -5056475.000000 Penalty: 1028.562378
	Iteration 65Q: 3 clusters Score -5056475 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -5056748.000000 Penalty: 1028.562378
	Iteration 66Q: 3 clusters Score -5056748 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -5057019.000000 Penalty: 1028.562378
	Iteration 67Q: 3 clusters Score -5057019 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -5057268.000000 Penalty: 1028.562378
	Iteration 68Q: 3 clusters Score -5057268 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -5057590.500000 Penalty: 1028.562378
	Iteration 69Q: 3 clusters Score -5057590 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -5057922.000000 Penalty: 1028.562378
	Iteration 70Q: 3 clusters Score -5057922 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -5058213.000000 Penalty: 1028.562378
	Iteration 71Q: 3 clusters Score -5058213 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -5058499.000000 Penalty: 1028.562378
	Iteration 72Q: 3 clusters Score -5058499 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -5058783.000000 Penalty: 1028.562378
	Iteration 73Q: 3 clusters Score -5058783 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -5059109.000000 Penalty: 1028.562378
	Iteration 74Q: 3 clusters Score -5059109 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -5059475.500000 Penalty: 1028.562378
	Iteration 75Q: 3 clusters Score -5059476 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -5059975.500000 Penalty: 1028.562378
	Iteration 76Q: 3 clusters Score -5059976 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -5060518.000000 Penalty: 1028.562378
	Iteration 77Q: 3 clusters Score -5060518 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -5060976.500000 Penalty: 1028.562378
	Iteration 78Q: 3 clusters Score -5060976 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -5061340.500000 Penalty: 1028.562378
	Iteration 79Q: 3 clusters Score -5061340 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -5061641.500000 Penalty: 1028.562378
	Iteration 80F: 3 clusters Score -5061642 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -5061671.500000 Penalty: 1028.562378
	Iteration 81Q: 3 clusters Score -5061672 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -5061658.500000 Penalty: 1028.562378
	Iteration 82Q: 3 clusters Score -5061658 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -5061612.500000 Penalty: 1028.562378
	Iteration 83Q: 3 clusters Score -5061612 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -5061560.000000 Penalty: 1028.562378
	Iteration 84Q: 3 clusters Score -5061560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -5061529.500000 Penalty: 1028.562378
	Iteration 85Q: 3 clusters Score -5061530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -5061517.500000 Penalty: 1028.562378
	Iteration 86Q: 3 clusters Score -5061518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -5061499.000000 Penalty: 1028.562378
	Iteration 87Q: 3 clusters Score -5061499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -5061490.500000 Penalty: 1028.562378
	Iteration 88Q: 3 clusters Score -5061490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -5061486.500000 Penalty: 1028.562378
	Iteration 89Q: 3 clusters Score -5061486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -5061480.000000 Penalty: 1028.562378
	Iteration 90Q: 3 clusters Score -5061480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -5061467.500000 Penalty: 1028.562378
	Iteration 91Q: 3 clusters Score -5061468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -5061436.000000 Penalty: 1028.562378
	Iteration 92Q: 3 clusters Score -5061436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -5061431.000000 Penalty: 1028.562378
	Iteration 93Q: 3 clusters Score -5061431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -5061430.500000 Penalty: 1028.562378
	Iteration 94Q: 3 clusters Score -5061430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -5061424.500000 Penalty: 1028.562378
	Iteration 95Q: 3 clusters Score -5061424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -5061436.000000 Penalty: 1028.562378
	Iteration 96Q: 3 clusters Score -5061436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -5061437.500000 Penalty: 1028.562378
	Iteration 97Q: 3 clusters Score -5061438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -5061432.500000 Penalty: 1028.562378
	Iteration 98Q: 3 clusters Score -5061432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -5061432.500000 Penalty: 1028.562378
	Iteration 99Q: 3 clusters Score -5061432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -5061425.500000 Penalty: 1028.562378
	Iteration 100F: 3 clusters Score -5061426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -5061428.000000 Penalty: 1028.562378
	Iteration 101Q: 3 clusters Score -5061428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -5061421.000000 Penalty: 1028.562378
	Iteration 102Q: 3 clusters Score -5061421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -5061421.000000 Penalty: 1028.562378
	Iteration 103F: 3 clusters Score -5061421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Entering Unmasked Estep 
Score: -509741.031250 Penalty: 412.440247
	Iteration 0F: 2 clusters Score -509741 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 4418 members 
Entering Unmasked Estep 
Score: -504005.562500 Penalty: 824.880493
	Iteration 0F: 3 clusters Score -504005.6 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -506387.718750 Penalty: 824.880493
	Iteration 1F: 3 clusters Score -506387.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -506774.031250 Penalty: 824.880493
	Iteration 2F: 3 clusters Score -506774 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -507221.531250 Penalty: 824.880493
	Iteration 3F: 3 clusters Score -507221.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -507768.656250 Penalty: 824.880493
	Iteration 4F: 3 clusters Score -507768.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -508247.750000 Penalty: 824.880493
	Iteration 5F: 3 clusters Score -508247.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -508641.593750 Penalty: 824.880493
	Iteration 6Q: 3 clusters Score -508641.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -508910.531250 Penalty: 824.880493
	Iteration 7Q: 3 clusters Score -508910.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -509062.218750 Penalty: 824.880493
	Iteration 8Q: 3 clusters Score -509062.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -509128.812500 Penalty: 824.880493
	Iteration 9Q: 3 clusters Score -509128.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -509162.250000 Penalty: 824.880493
	Iteration 10Q: 3 clusters Score -509162.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -509193.312500 Penalty: 824.880493
	Iteration 11Q: 3 clusters Score -509193.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -509222.000000 Penalty: 824.880493
	Iteration 12Q: 3 clusters Score -509222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -509248.687500 Penalty: 824.880493
	Iteration 13Q: 3 clusters Score -509248.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -509269.625000 Penalty: 824.880493
	Iteration 14Q: 3 clusters Score -509269.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -509288.062500 Penalty: 824.880493
	Iteration 15Q: 3 clusters Score -509288.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -509313.250000 Penalty: 824.880493
	Iteration 16Q: 3 clusters Score -509313.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -509336.375000 Penalty: 824.880493
	Iteration 17Q: 3 clusters Score -509336.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -509342.500000 Penalty: 824.880493
	Iteration 18Q: 3 clusters Score -509342.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -509352.406250 Penalty: 824.880493
	Iteration 19Q: 3 clusters Score -509352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -509357.281250 Penalty: 824.880493
	Iteration 20F: 3 clusters Score -509357.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -509364.843750 Penalty: 824.880493
	Iteration 21Q: 3 clusters Score -509364.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -509367.562500 Penalty: 824.880493
	Iteration 22Q: 3 clusters Score -509367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -509369.812500 Penalty: 824.880493
	Iteration 23Q: 3 clusters Score -509369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -509370.906250 Penalty: 824.880493
	Iteration 24Q: 3 clusters Score -509370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -509372.187500 Penalty: 824.880493
	Iteration 25Q: 3 clusters Score -509372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -509373.343750 Penalty: 824.880493
	Iteration 26Q: 3 clusters Score -509373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -509375.656250 Penalty: 824.880493
	Iteration 27Q: 3 clusters Score -509375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -509378.187500 Penalty: 824.880493
	Iteration 28Q: 3 clusters Score -509378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -509380.281250 Penalty: 824.880493
	Iteration 29Q: 3 clusters Score -509380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -509382.156250 Penalty: 824.880493
	Iteration 30Q: 3 clusters Score -509382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -509385.375000 Penalty: 824.880493
	Iteration 31Q: 3 clusters Score -509385.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -509387.250000 Penalty: 824.880493
	Iteration 32Q: 3 clusters Score -509387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -509389.218750 Penalty: 824.880493
	Iteration 33Q: 3 clusters Score -509389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -509390.343750 Penalty: 824.880493
	Iteration 34Q: 3 clusters Score -509390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -509391.718750 Penalty: 824.880493
	Iteration 35Q: 3 clusters Score -509391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -509392.000000 Penalty: 824.880493
	Iteration 36Q: 3 clusters Score -509392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -509391.437500 Penalty: 824.880493
	Iteration 37Q: 3 clusters Score -509391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -509392.500000 Penalty: 824.880493
	Iteration 38Q: 3 clusters Score -509392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -509392.031250 Penalty: 824.880493
	Iteration 39Q: 3 clusters Score -509392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -509393.250000 Penalty: 824.880493
	Iteration 40F: 3 clusters Score -509393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -509393.125000 Penalty: 824.880493
	Iteration 41Q: 3 clusters Score -509393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -509393.125000 Penalty: 824.880493
	Iteration 42F: 3 clusters Score -509393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Entering Unmasked Estep 
Score: -1957422.250000 Penalty: 469.005737
	Iteration 0F: 2 clusters Score -1957422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1937416.125000 Penalty: 938.011475
	Iteration 0F: 3 clusters Score -1937416 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1946054.000000 Penalty: 938.011475
	Iteration 1F: 3 clusters Score -1946054 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1946571.625000 Penalty: 938.011475
	Iteration 2Q: 3 clusters Score -1946572 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1947264.875000 Penalty: 938.011475
	Iteration 3Q: 3 clusters Score -1947265 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1948173.875000 Penalty: 938.011475
	Iteration 4Q: 3 clusters Score -1948174 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1949410.875000 Penalty: 938.011475
	Iteration 5F: 3 clusters Score -1949411 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1950750.625000 Penalty: 938.011475
	Iteration 6F: 3 clusters Score -1950751 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1952088.375000 Penalty: 938.011475
	Iteration 7F: 3 clusters Score -1952088 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1953208.375000 Penalty: 938.011475
	Iteration 8F: 3 clusters Score -1953208 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -1953868.500000 Penalty: 938.011475
	Iteration 9Q: 3 clusters Score -1953868 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -1954239.375000 Penalty: 938.011475
	Iteration 10Q: 3 clusters Score -1954239 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1954465.000000 Penalty: 938.011475
	Iteration 11Q: 3 clusters Score -1954465 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -1954627.625000 Penalty: 938.011475
	Iteration 12Q: 3 clusters Score -1954628 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -1954769.125000 Penalty: 938.011475
	Iteration 13Q: 3 clusters Score -1954769 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -1954903.125000 Penalty: 938.011475
	Iteration 14Q: 3 clusters Score -1954903 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1955046.250000 Penalty: 938.011475
	Iteration 15Q: 3 clusters Score -1955046 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -1955154.375000 Penalty: 938.011475
	Iteration 16Q: 3 clusters Score -1955154 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -1955261.375000 Penalty: 938.011475
	Iteration 17Q: 3 clusters Score -1955261 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1955347.625000 Penalty: 938.011475
	Iteration 18Q: 3 clusters Score -1955348 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1955438.750000 Penalty: 938.011475
	Iteration 19Q: 3 clusters Score -1955439 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -1955502.375000 Penalty: 938.011475
	Iteration 20F: 3 clusters Score -1955502 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -1955559.000000 Penalty: 938.011475
	Iteration 21Q: 3 clusters Score -1955559 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -1955598.750000 Penalty: 938.011475
	Iteration 22Q: 3 clusters Score -1955599 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1955642.375000 Penalty: 938.011475
	Iteration 23Q: 3 clusters Score -1955642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -1955677.000000 Penalty: 938.011475
	Iteration 24Q: 3 clusters Score -1955677 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -1955718.625000 Penalty: 938.011475
	Iteration 25Q: 3 clusters Score -1955719 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -1955763.375000 Penalty: 938.011475
	Iteration 26Q: 3 clusters Score -1955763 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -1955809.250000 Penalty: 938.011475
	Iteration 27Q: 3 clusters Score -1955809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -1955844.625000 Penalty: 938.011475
	Iteration 28Q: 3 clusters Score -1955845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -1955879.625000 Penalty: 938.011475
	Iteration 29Q: 3 clusters Score -1955880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -1955905.000000 Penalty: 938.011475
	Iteration 30Q: 3 clusters Score -1955905 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -1955938.625000 Penalty: 938.011475
	Iteration 31Q: 3 clusters Score -1955939 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1955968.250000 Penalty: 938.011475
	Iteration 32Q: 3 clusters Score -1955968 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -1955994.875000 Penalty: 938.011475
	Iteration 33Q: 3 clusters Score -1955995 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -1956025.375000 Penalty: 938.011475
	Iteration 34Q: 3 clusters Score -1956025 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -1956066.250000 Penalty: 938.011475
	Iteration 35Q: 3 clusters Score -1956066 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -1956093.375000 Penalty: 938.011475
	Iteration 36Q: 3 clusters Score -1956093 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -1956121.875000 Penalty: 938.011475
	Iteration 37Q: 3 clusters Score -1956122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -1956147.875000 Penalty: 938.011475
	Iteration 38Q: 3 clusters Score -1956148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -1956173.000000 Penalty: 938.011475
	Iteration 39Q: 3 clusters Score -1956173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -1956196.625000 Penalty: 938.011475
	Iteration 40F: 3 clusters Score -1956197 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -1956227.875000 Penalty: 938.011475
	Iteration 41Q: 3 clusters Score -1956228 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1956257.375000 Penalty: 938.011475
	Iteration 42Q: 3 clusters Score -1956257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -1956294.875000 Penalty: 938.011475
	Iteration 43Q: 3 clusters Score -1956295 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -1956318.250000 Penalty: 938.011475
	Iteration 44Q: 3 clusters Score -1956318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -1956343.000000 Penalty: 938.011475
	Iteration 45Q: 3 clusters Score -1956343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -1956374.750000 Penalty: 938.011475
	Iteration 46Q: 3 clusters Score -1956375 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -1956396.000000 Penalty: 938.011475
	Iteration 47Q: 3 clusters Score -1956396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -1956424.875000 Penalty: 938.011475
	Iteration 48Q: 3 clusters Score -1956425 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -1956449.875000 Penalty: 938.011475
	Iteration 49Q: 3 clusters Score -1956450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1956485.875000 Penalty: 938.011475
	Iteration 50Q: 3 clusters Score -1956486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -1956520.250000 Penalty: 938.011475
	Iteration 51Q: 3 clusters Score -1956520 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -1956549.875000 Penalty: 938.011475
	Iteration 52Q: 3 clusters Score -1956550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -1956605.375000 Penalty: 938.011475
	Iteration 53Q: 3 clusters Score -1956605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -1956665.750000 Penalty: 938.011475
	Iteration 54Q: 3 clusters Score -1956666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -1956724.875000 Penalty: 938.011475
	Iteration 55Q: 3 clusters Score -1956725 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -1956775.375000 Penalty: 938.011475
	Iteration 56Q: 3 clusters Score -1956775 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -1956812.000000 Penalty: 938.011475
	Iteration 57Q: 3 clusters Score -1956812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -1956847.000000 Penalty: 938.011475
	Iteration 58Q: 3 clusters Score -1956847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -1956880.125000 Penalty: 938.011475
	Iteration 59Q: 3 clusters Score -1956880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -1956914.750000 Penalty: 938.011475
	Iteration 60F: 3 clusters Score -1956915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1956940.500000 Penalty: 938.011475
	Iteration 61Q: 3 clusters Score -1956940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -1956954.375000 Penalty: 938.011475
	Iteration 62Q: 3 clusters Score -1956954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -1956966.875000 Penalty: 938.011475
	Iteration 63Q: 3 clusters Score -1956967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -1956981.875000 Penalty: 938.011475
	Iteration 64Q: 3 clusters Score -1956982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -1956995.375000 Penalty: 938.011475
	Iteration 65Q: 3 clusters Score -1956995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -1957005.625000 Penalty: 938.011475
	Iteration 66Q: 3 clusters Score -1957006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -1957015.000000 Penalty: 938.011475
	Iteration 67Q: 3 clusters Score -1957015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -1957022.500000 Penalty: 938.011475
	Iteration 68Q: 3 clusters Score -1957022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -1957032.375000 Penalty: 938.011475
	Iteration 69Q: 3 clusters Score -1957032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -1957036.625000 Penalty: 938.011475
	Iteration 70Q: 3 clusters Score -1957037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -1957043.750000 Penalty: 938.011475
	Iteration 71Q: 3 clusters Score -1957044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -1957045.375000 Penalty: 938.011475
	Iteration 72Q: 3 clusters Score -1957045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -1957048.625000 Penalty: 938.011475
	Iteration 73Q: 3 clusters Score -1957049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -1957060.125000 Penalty: 938.011475
	Iteration 74Q: 3 clusters Score -1957060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -1957061.000000 Penalty: 938.011475
	Iteration 75Q: 3 clusters Score -1957061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -1957064.500000 Penalty: 938.011475
	Iteration 76Q: 3 clusters Score -1957064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -1957065.250000 Penalty: 938.011475
	Iteration 77Q: 3 clusters Score -1957065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -1957067.625000 Penalty: 938.011475
	Iteration 78Q: 3 clusters Score -1957068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -1957070.000000 Penalty: 938.011475
	Iteration 79Q: 3 clusters Score -1957070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -1957072.000000 Penalty: 938.011475
	Iteration 80F: 3 clusters Score -1957072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -1957070.375000 Penalty: 938.011475
	Iteration 81Q: 3 clusters Score -1957070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -1957070.625000 Penalty: 938.011475
	Iteration 82Q: 3 clusters Score -1957071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -1957070.750000 Penalty: 938.011475
	Iteration 83Q: 3 clusters Score -1957071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -1957071.625000 Penalty: 938.011475
	Iteration 84Q: 3 clusters Score -1957072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1957074.250000 Penalty: 938.011475
	Iteration 85Q: 3 clusters Score -1957074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1957074.500000 Penalty: 938.011475
	Iteration 86Q: 3 clusters Score -1957074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -1957074.750000 Penalty: 938.011475
	Iteration 87Q: 3 clusters Score -1957075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1957076.875000 Penalty: 938.011475
	Iteration 88Q: 3 clusters Score -1957077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1957077.625000 Penalty: 938.011475
	Iteration 89Q: 3 clusters Score -1957078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1957076.875000 Penalty: 938.011475
	Iteration 90Q: 3 clusters Score -1957077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1957076.000000 Penalty: 938.011475
	Iteration 91Q: 3 clusters Score -1957076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1957078.125000 Penalty: 938.011475
	Iteration 92Q: 3 clusters Score -1957078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1957078.125000 Penalty: 938.011475
	Iteration 93F: 3 clusters Score -1957078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Entering Unmasked Estep 
Score: -4841000.000000 Penalty: 512.208191
	Iteration 0F: 2 clusters Score -4841000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4790240.000000 Penalty: 1024.416382
	Iteration 0F: 3 clusters Score -4790240 nChanged 37855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4813697.500000 Penalty: 1024.416382
	Iteration 1F: 3 clusters Score -4813698 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4815356.000000 Penalty: 1024.416382
	Iteration 2Q: 3 clusters Score -4815356 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4818067.000000 Penalty: 1024.416382
	Iteration 3F: 3 clusters Score -4818067 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4822173.000000 Penalty: 1024.416382
	Iteration 4F: 3 clusters Score -4822173 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4827159.000000 Penalty: 1024.416382
	Iteration 5F: 3 clusters Score -4827159 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4831377.500000 Penalty: 1024.416382
	Iteration 6F: 3 clusters Score -4831378 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4834086.000000 Penalty: 1024.416382
	Iteration 7Q: 3 clusters Score -4834086 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4835765.500000 Penalty: 1024.416382
	Iteration 8Q: 3 clusters Score -4835766 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -4836925.000000 Penalty: 1024.416382
	Iteration 9Q: 3 clusters Score -4836925 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4837805.000000 Penalty: 1024.416382
	Iteration 10Q: 3 clusters Score -4837805 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4838556.500000 Penalty: 1024.416382
	Iteration 11Q: 3 clusters Score -4838556 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4839180.500000 Penalty: 1024.416382
	Iteration 12Q: 3 clusters Score -4839180 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4839633.000000 Penalty: 1024.416382
	Iteration 13Q: 3 clusters Score -4839633 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4839939.000000 Penalty: 1024.416382
	Iteration 14Q: 3 clusters Score -4839939 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4840220.000000 Penalty: 1024.416382
	Iteration 15Q: 3 clusters Score -4840220 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4840399.000000 Penalty: 1024.416382
	Iteration 16Q: 3 clusters Score -4840399 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4840479.000000 Penalty: 1024.416382
	Iteration 17Q: 3 clusters Score -4840479 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4840524.500000 Penalty: 1024.416382
	Iteration 18Q: 3 clusters Score -4840524 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4840578.000000 Penalty: 1024.416382
	Iteration 19Q: 3 clusters Score -4840578 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4840595.000000 Penalty: 1024.416382
	Iteration 20F: 3 clusters Score -4840595 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4840601.500000 Penalty: 1024.416382
	Iteration 21Q: 3 clusters Score -4840602 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4840635.000000 Penalty: 1024.416382
	Iteration 22Q: 3 clusters Score -4840635 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4840658.500000 Penalty: 1024.416382
	Iteration 23Q: 3 clusters Score -4840658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4840666.000000 Penalty: 1024.416382
	Iteration 24Q: 3 clusters Score -4840666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4840692.000000 Penalty: 1024.416382
	Iteration 25Q: 3 clusters Score -4840692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4840702.500000 Penalty: 1024.416382
	Iteration 26Q: 3 clusters Score -4840702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4840706.000000 Penalty: 1024.416382
	Iteration 27Q: 3 clusters Score -4840706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4840719.000000 Penalty: 1024.416382
	Iteration 28Q: 3 clusters Score -4840719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4840724.000000 Penalty: 1024.416382
	Iteration 29Q: 3 clusters Score -4840724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4840732.000000 Penalty: 1024.416382
	Iteration 30Q: 3 clusters Score -4840732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4840744.000000 Penalty: 1024.416382
	Iteration 31Q: 3 clusters Score -4840744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4840748.000000 Penalty: 1024.416382
	Iteration 32Q: 3 clusters Score -4840748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4840746.500000 Penalty: 1024.416382
	Iteration 33Q: 3 clusters Score -4840746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4840748.500000 Penalty: 1024.416382
	Iteration 34Q: 3 clusters Score -4840748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4840747.500000 Penalty: 1024.416382
	Iteration 35Q: 3 clusters Score -4840748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4840748.000000 Penalty: 1024.416382
	Iteration 36Q: 3 clusters Score -4840748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4840753.000000 Penalty: 1024.416382
	Iteration 37Q: 3 clusters Score -4840753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4840762.000000 Penalty: 1024.416382
	Iteration 38Q: 3 clusters Score -4840762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4840761.000000 Penalty: 1024.416382
	Iteration 39Q: 3 clusters Score -4840761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4840761.500000 Penalty: 1024.416382
	Iteration 40F: 3 clusters Score -4840762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4840761.500000 Penalty: 1024.416382
	Iteration 41Q: 3 clusters Score -4840762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4840765.500000 Penalty: 1024.416382
	Iteration 42Q: 3 clusters Score -4840766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4840765.500000 Penalty: 1024.416382
	Iteration 43F: 3 clusters Score -4840766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -63641.046875 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -63641.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62841.125000 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -62841.12 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63118.417969 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -63118.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63193.566406 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -63193.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63248.480469 Penalty: 627.691162
	Iteration 3F: 3 clusters Score -63248.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63283.031250 Penalty: 627.691162
	Iteration 4Q: 3 clusters Score -63283.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63304.261719 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -63304.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63323.488281 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -63323.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63342.554688 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -63342.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63355.078125 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -63355.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63366.664062 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -63366.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63375.757812 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -63375.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63384.484375 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -63384.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63388.214844 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -63388.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63390.199219 Penalty: 627.691162
	Iteration 13Q: 3 clusters Score -63390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63391.265625 Penalty: 627.691162
	Iteration 14Q: 3 clusters Score -63391.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63391.832031 Penalty: 627.691162
	Iteration 15Q: 3 clusters Score -63391.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63392.222656 Penalty: 627.691162
	Iteration 16Q: 3 clusters Score -63392.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63392.222656 Penalty: 627.691162
	Iteration 17F: 3 clusters Score -63392.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Entering Unmasked Estep 
Score: -4884749.500000 Penalty: 514.594482
	Iteration 0F: 2 clusters Score -4884750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4830909.500000 Penalty: 1029.188965
	Iteration 0F: 3 clusters Score -4830910 nChanged 39698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4856731.000000 Penalty: 1029.188965
	Iteration 1F: 3 clusters Score -4856731 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4859495.500000 Penalty: 1029.188965
	Iteration 2F: 3 clusters Score -4859496 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4863298.000000 Penalty: 1029.188965
	Iteration 3F: 3 clusters Score -4863298 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4867676.000000 Penalty: 1029.188965
	Iteration 4F: 3 clusters Score -4867676 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4871674.000000 Penalty: 1029.188965
	Iteration 5F: 3 clusters Score -4871674 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4874215.500000 Penalty: 1029.188965
	Iteration 6Q: 3 clusters Score -4874216 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4875335.500000 Penalty: 1029.188965
	Iteration 7Q: 3 clusters Score -4875336 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4875877.500000 Penalty: 1029.188965
	Iteration 8Q: 3 clusters Score -4875878 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4876282.500000 Penalty: 1029.188965
	Iteration 9Q: 3 clusters Score -4876282 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4876648.000000 Penalty: 1029.188965
	Iteration 10Q: 3 clusters Score -4876648 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4876979.500000 Penalty: 1029.188965
	Iteration 11Q: 3 clusters Score -4876980 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4877346.000000 Penalty: 1029.188965
	Iteration 12Q: 3 clusters Score -4877346 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4877694.500000 Penalty: 1029.188965
	Iteration 13Q: 3 clusters Score -4877694 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -4878113.500000 Penalty: 1029.188965
	Iteration 14Q: 3 clusters Score -4878114 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4878534.000000 Penalty: 1029.188965
	Iteration 15Q: 3 clusters Score -4878534 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4878943.500000 Penalty: 1029.188965
	Iteration 16Q: 3 clusters Score -4878944 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4879460.000000 Penalty: 1029.188965
	Iteration 17Q: 3 clusters Score -4879460 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4880553.500000 Penalty: 1029.188965
	Iteration 18Q: 3 clusters Score -4880554 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4881486.500000 Penalty: 1029.188965
	Iteration 19Q: 3 clusters Score -4881486 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4882339.000000 Penalty: 1029.188965
	Iteration 20F: 3 clusters Score -4882339 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4883145.000000 Penalty: 1029.188965
	Iteration 21Q: 3 clusters Score -4883145 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4883767.000000 Penalty: 1029.188965
	Iteration 22Q: 3 clusters Score -4883767 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4884074.500000 Penalty: 1029.188965
	Iteration 23Q: 3 clusters Score -4884074 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4884271.500000 Penalty: 1029.188965
	Iteration 24Q: 3 clusters Score -4884272 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4884332.000000 Penalty: 1029.188965
	Iteration 25Q: 3 clusters Score -4884332 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4884341.500000 Penalty: 1029.188965
	Iteration 26Q: 3 clusters Score -4884342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4884354.500000 Penalty: 1029.188965
	Iteration 27Q: 3 clusters Score -4884354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4884377.000000 Penalty: 1029.188965
	Iteration 28Q: 3 clusters Score -4884377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4884404.000000 Penalty: 1029.188965
	Iteration 29Q: 3 clusters Score -4884404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4884408.500000 Penalty: 1029.188965
	Iteration 30Q: 3 clusters Score -4884408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4884412.000000 Penalty: 1029.188965
	Iteration 31Q: 3 clusters Score -4884412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4884422.000000 Penalty: 1029.188965
	Iteration 32Q: 3 clusters Score -4884422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4884424.000000 Penalty: 1029.188965
	Iteration 33Q: 3 clusters Score -4884424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4884434.500000 Penalty: 1029.188965
	Iteration 34Q: 3 clusters Score -4884434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4884445.000000 Penalty: 1029.188965
	Iteration 35Q: 3 clusters Score -4884445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4884447.000000 Penalty: 1029.188965
	Iteration 36Q: 3 clusters Score -4884447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4884445.000000 Penalty: 1029.188965
	Iteration 37Q: 3 clusters Score -4884445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4884445.000000 Penalty: 1029.188965
	Iteration 38F: 3 clusters Score -4884445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Entering Unmasked Estep 
Score: -1970541.250000 Penalty: 469.365723
	Iteration 0F: 2 clusters Score -1970541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1950536.625000 Penalty: 938.731445
	Iteration 0F: 3 clusters Score -1950537 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1960025.000000 Penalty: 938.731445
	Iteration 1F: 3 clusters Score -1960025 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1961477.500000 Penalty: 938.731445
	Iteration 2F: 3 clusters Score -1961478 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1963340.750000 Penalty: 938.731445
	Iteration 3F: 3 clusters Score -1963341 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1965267.750000 Penalty: 938.731445
	Iteration 4F: 3 clusters Score -1965268 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1966664.375000 Penalty: 938.731445
	Iteration 5F: 3 clusters Score -1966664 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1967546.500000 Penalty: 938.731445
	Iteration 6Q: 3 clusters Score -1967546 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1968167.750000 Penalty: 938.731445
	Iteration 7Q: 3 clusters Score -1968168 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1968647.000000 Penalty: 938.731445
	Iteration 8Q: 3 clusters Score -1968647 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1969069.250000 Penalty: 938.731445
	Iteration 9Q: 3 clusters Score -1969069 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1969440.250000 Penalty: 938.731445
	Iteration 10Q: 3 clusters Score -1969440 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1969686.625000 Penalty: 938.731445
	Iteration 11Q: 3 clusters Score -1969687 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1969827.500000 Penalty: 938.731445
	Iteration 12Q: 3 clusters Score -1969828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1969912.500000 Penalty: 938.731445
	Iteration 13Q: 3 clusters Score -1969912 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1969951.125000 Penalty: 938.731445
	Iteration 14Q: 3 clusters Score -1969951 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1969980.375000 Penalty: 938.731445
	Iteration 15Q: 3 clusters Score -1969980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1970006.500000 Penalty: 938.731445
	Iteration 16Q: 3 clusters Score -1970006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1970025.625000 Penalty: 938.731445
	Iteration 17Q: 3 clusters Score -1970026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1970038.125000 Penalty: 938.731445
	Iteration 18Q: 3 clusters Score -1970038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1970054.000000 Penalty: 938.731445
	Iteration 19Q: 3 clusters Score -1970054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1970062.875000 Penalty: 938.731445
	Iteration 20F: 3 clusters Score -1970063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1970078.375000 Penalty: 938.731445
	Iteration 21Q: 3 clusters Score -1970078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1970087.875000 Penalty: 938.731445
	Iteration 22Q: 3 clusters Score -1970088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1970098.375000 Penalty: 938.731445
	Iteration 23Q: 3 clusters Score -1970098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1970099.750000 Penalty: 938.731445
	Iteration 24Q: 3 clusters Score -1970100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1970105.625000 Penalty: 938.731445
	Iteration 25Q: 3 clusters Score -1970106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1970109.250000 Penalty: 938.731445
	Iteration 26Q: 3 clusters Score -1970109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1970112.875000 Penalty: 938.731445
	Iteration 27Q: 3 clusters Score -1970113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1970118.250000 Penalty: 938.731445
	Iteration 28Q: 3 clusters Score -1970118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1970126.500000 Penalty: 938.731445
	Iteration 29Q: 3 clusters Score -1970126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1970131.750000 Penalty: 938.731445
	Iteration 30Q: 3 clusters Score -1970132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1970139.125000 Penalty: 938.731445
	Iteration 31Q: 3 clusters Score -1970139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1970147.750000 Penalty: 938.731445
	Iteration 32Q: 3 clusters Score -1970148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1970151.250000 Penalty: 938.731445
	Iteration 33Q: 3 clusters Score -1970151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1970153.375000 Penalty: 938.731445
	Iteration 34Q: 3 clusters Score -1970153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1970156.875000 Penalty: 938.731445
	Iteration 35Q: 3 clusters Score -1970157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1970163.750000 Penalty: 938.731445
	Iteration 36Q: 3 clusters Score -1970164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1970170.750000 Penalty: 938.731445
	Iteration 37Q: 3 clusters Score -1970171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1970177.375000 Penalty: 938.731445
	Iteration 38Q: 3 clusters Score -1970177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1970180.000000 Penalty: 938.731445
	Iteration 39Q: 3 clusters Score -1970180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1970183.500000 Penalty: 938.731445
	Iteration 40F: 3 clusters Score -1970184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1970184.875000 Penalty: 938.731445
	Iteration 41Q: 3 clusters Score -1970185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1970185.250000 Penalty: 938.731445
	Iteration 42Q: 3 clusters Score -1970185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1970187.750000 Penalty: 938.731445
	Iteration 43Q: 3 clusters Score -1970188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1970192.375000 Penalty: 938.731445
	Iteration 44Q: 3 clusters Score -1970192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1970193.125000 Penalty: 938.731445
	Iteration 45Q: 3 clusters Score -1970193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1970196.375000 Penalty: 938.731445
	Iteration 46Q: 3 clusters Score -1970196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1970198.375000 Penalty: 938.731445
	Iteration 47Q: 3 clusters Score -1970198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1970202.250000 Penalty: 938.731445
	Iteration 48Q: 3 clusters Score -1970202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1970204.875000 Penalty: 938.731445
	Iteration 49Q: 3 clusters Score -1970205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1970203.500000 Penalty: 938.731445
	Iteration 50Q: 3 clusters Score -1970204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1970206.250000 Penalty: 938.731445
	Iteration 51Q: 3 clusters Score -1970206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1970205.625000 Penalty: 938.731445
	Iteration 52Q: 3 clusters Score -1970206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1970205.625000 Penalty: 938.731445
	Iteration 53F: 3 clusters Score -1970206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -47518.187500 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47518.19 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47817.496094 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47817.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47894.519531 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47894.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -47956.617188 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47956.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -47990.242188 Penalty: 623.361511
	Iteration 4F: 3 clusters Score -47990.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48007.335938 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -48007.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48016.316406 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48016.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48039.171875 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48039.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48063.253906 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48063.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48085.167969 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48085.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -48097.867188 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48097.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48113.664062 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48113.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48132.136719 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48132.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48140.949219 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48140.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48145.429688 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48145.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48146.292969 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48146.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48148.035156 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -48148.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -48149.859375 Penalty: 623.361511
	Iteration 17Q: 3 clusters Score -48149.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -48151.828125 Penalty: 623.361511
	Iteration 18Q: 3 clusters Score -48151.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48153.468750 Penalty: 623.361511
	Iteration 19Q: 3 clusters Score -48153.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48156.148438 Penalty: 623.361511
	Iteration 20F: 3 clusters Score -48156.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48157.566406 Penalty: 623.361511
	Iteration 21Q: 3 clusters Score -48157.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -48160.476562 Penalty: 623.361511
	Iteration 22Q: 3 clusters Score -48160.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48160.519531 Penalty: 623.361511
	Iteration 23Q: 3 clusters Score -48160.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48160.519531 Penalty: 623.361511
	Iteration 24F: 3 clusters Score -48160.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -283191.968750 Penalty: 382.096893
	Iteration 0F: 2 clusters Score -283192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -280178.562500 Penalty: 764.193787
	Iteration 0F: 3 clusters Score -280178.6 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -281334.062500 Penalty: 764.193787
	Iteration 1F: 3 clusters Score -281334.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -281512.093750 Penalty: 764.193787
	Iteration 2F: 3 clusters Score -281512.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -281680.500000 Penalty: 764.193787
	Iteration 3F: 3 clusters Score -281680.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -281844.781250 Penalty: 764.193787
	Iteration 4F: 3 clusters Score -281844.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -282033.375000 Penalty: 764.193787
	Iteration 5F: 3 clusters Score -282033.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -282227.312500 Penalty: 764.193787
	Iteration 6F: 3 clusters Score -282227.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -282406.625000 Penalty: 764.193787
	Iteration 7Q: 3 clusters Score -282406.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -282524.843750 Penalty: 764.193787
	Iteration 8Q: 3 clusters Score -282524.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -282595.156250 Penalty: 764.193787
	Iteration 9Q: 3 clusters Score -282595.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -282641.500000 Penalty: 764.193787
	Iteration 10Q: 3 clusters Score -282641.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -282667.656250 Penalty: 764.193787
	Iteration 11Q: 3 clusters Score -282667.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -282687.187500 Penalty: 764.193787
	Iteration 12Q: 3 clusters Score -282687.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -282704.937500 Penalty: 764.193787
	Iteration 13Q: 3 clusters Score -282704.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -282719.906250 Penalty: 764.193787
	Iteration 14Q: 3 clusters Score -282719.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -282738.343750 Penalty: 764.193787
	Iteration 15Q: 3 clusters Score -282738.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -282759.875000 Penalty: 764.193787
	Iteration 16Q: 3 clusters Score -282759.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -282773.843750 Penalty: 764.193787
	Iteration 17Q: 3 clusters Score -282773.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -282783.406250 Penalty: 764.193787
	Iteration 18Q: 3 clusters Score -282783.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -282792.625000 Penalty: 764.193787
	Iteration 19Q: 3 clusters Score -282792.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -282797.562500 Penalty: 764.193787
	Iteration 20F: 3 clusters Score -282797.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -282799.937500 Penalty: 764.193787
	Iteration 21Q: 3 clusters Score -282799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -282803.531250 Penalty: 764.193787
	Iteration 22Q: 3 clusters Score -282803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -282806.281250 Penalty: 764.193787
	Iteration 23Q: 3 clusters Score -282806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -282806.937500 Penalty: 764.193787
	Iteration 24Q: 3 clusters Score -282806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -282808.468750 Penalty: 764.193787
	Iteration 25Q: 3 clusters Score -282808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -282810.250000 Penalty: 764.193787
	Iteration 26Q: 3 clusters Score -282810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -282813.187500 Penalty: 764.193787
	Iteration 27Q: 3 clusters Score -282813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -282817.343750 Penalty: 764.193787
	Iteration 28Q: 3 clusters Score -282817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -282821.500000 Penalty: 764.193787
	Iteration 29Q: 3 clusters Score -282821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -282827.093750 Penalty: 764.193787
	Iteration 30Q: 3 clusters Score -282827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -282830.562500 Penalty: 764.193787
	Iteration 31Q: 3 clusters Score -282830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -282833.875000 Penalty: 764.193787
	Iteration 32Q: 3 clusters Score -282833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -282833.750000 Penalty: 764.193787
	Iteration 33Q: 3 clusters Score -282833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -282834.000000 Penalty: 764.193787
	Iteration 34Q: 3 clusters Score -282834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -282834.687500 Penalty: 764.193787
	Iteration 35Q: 3 clusters Score -282834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -282836.312500 Penalty: 764.193787
	Iteration 36Q: 3 clusters Score -282836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -282837.531250 Penalty: 764.193787
	Iteration 37Q: 3 clusters Score -282837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -282837.937500 Penalty: 764.193787
	Iteration 38Q: 3 clusters Score -282837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -282838.437500 Penalty: 764.193787
	Iteration 39Q: 3 clusters Score -282838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -282838.468750 Penalty: 764.193787
	Iteration 40F: 3 clusters Score -282838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -79051.242188 Penalty: 331.925049
	Iteration 0F: 2 clusters Score -79051.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -77905.390625 Penalty: 663.850098
	Iteration 0F: 3 clusters Score -77905.39 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -78361.375000 Penalty: 663.850098
	Iteration 1F: 3 clusters Score -78361.38 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -78461.781250 Penalty: 663.850098
	Iteration 2F: 3 clusters Score -78461.78 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -78532.210938 Penalty: 663.850098
	Iteration 3F: 3 clusters Score -78532.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -78574.312500 Penalty: 663.850098
	Iteration 4Q: 3 clusters Score -78574.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78633.312500 Penalty: 663.850098
	Iteration 5Q: 3 clusters Score -78633.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -78679.531250 Penalty: 663.850098
	Iteration 6Q: 3 clusters Score -78679.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -78713.320312 Penalty: 663.850098
	Iteration 7Q: 3 clusters Score -78713.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -78739.421875 Penalty: 663.850098
	Iteration 8Q: 3 clusters Score -78739.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -78761.921875 Penalty: 663.850098
	Iteration 9Q: 3 clusters Score -78761.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -78782.359375 Penalty: 663.850098
	Iteration 10Q: 3 clusters Score -78782.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -78802.148438 Penalty: 663.850098
	Iteration 11Q: 3 clusters Score -78802.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -78818.140625 Penalty: 663.850098
	Iteration 12Q: 3 clusters Score -78818.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -78826.296875 Penalty: 663.850098
	Iteration 13Q: 3 clusters Score -78826.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -78829.812500 Penalty: 663.850098
	Iteration 14Q: 3 clusters Score -78829.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -78831.289062 Penalty: 663.850098
	Iteration 15Q: 3 clusters Score -78831.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -78832.898438 Penalty: 663.850098
	Iteration 16Q: 3 clusters Score -78832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -78833.218750 Penalty: 663.850098
	Iteration 17Q: 3 clusters Score -78833.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78833.281250 Penalty: 663.850098
	Iteration 18Q: 3 clusters Score -78833.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -78833.406250 Penalty: 663.850098
	Iteration 19Q: 3 clusters Score -78833.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -78834.226562 Penalty: 663.850098
	Iteration 20F: 3 clusters Score -78834.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78834.500000 Penalty: 663.850098
	Iteration 21Q: 3 clusters Score -78834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -78834.859375 Penalty: 663.850098
	Iteration 22Q: 3 clusters Score -78834.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -78834.914062 Penalty: 663.850098
	Iteration 23Q: 3 clusters Score -78834.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -78834.914062 Penalty: 663.850098
	Iteration 24F: 3 clusters Score -78834.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -192041.937500 Penalty: 365.575714
	Iteration 0F: 2 clusters Score -192041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -189935.562500 Penalty: 731.151428
	Iteration 0F: 3 clusters Score -189935.6 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -190765.484375 Penalty: 731.151428
	Iteration 1F: 3 clusters Score -190765.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -190890.609375 Penalty: 731.151428
	Iteration 2F: 3 clusters Score -190890.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -191003.531250 Penalty: 731.151428
	Iteration 3F: 3 clusters Score -191003.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -191101.453125 Penalty: 731.151428
	Iteration 4F: 3 clusters Score -191101.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -191203.265625 Penalty: 731.151428
	Iteration 5Q: 3 clusters Score -191203.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -191318.187500 Penalty: 731.151428
	Iteration 6F: 3 clusters Score -191318.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -191414.625000 Penalty: 731.151428
	Iteration 7Q: 3 clusters Score -191414.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -191476.234375 Penalty: 731.151428
	Iteration 8Q: 3 clusters Score -191476.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -191509.109375 Penalty: 731.151428
	Iteration 9Q: 3 clusters Score -191509.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -191533.062500 Penalty: 731.151428
	Iteration 10Q: 3 clusters Score -191533.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191549.250000 Penalty: 731.151428
	Iteration 11Q: 3 clusters Score -191549.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -191560.359375 Penalty: 731.151428
	Iteration 12Q: 3 clusters Score -191560.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -191567.343750 Penalty: 731.151428
	Iteration 13Q: 3 clusters Score -191567.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -191570.250000 Penalty: 731.151428
	Iteration 14Q: 3 clusters Score -191570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -191571.812500 Penalty: 731.151428
	Iteration 15Q: 3 clusters Score -191571.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -191573.500000 Penalty: 731.151428
	Iteration 16Q: 3 clusters Score -191573.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -191575.515625 Penalty: 731.151428
	Iteration 17Q: 3 clusters Score -191575.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -191577.484375 Penalty: 731.151428
	Iteration 18Q: 3 clusters Score -191577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -191578.500000 Penalty: 731.151428
	Iteration 19Q: 3 clusters Score -191578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -191578.734375 Penalty: 731.151428
	Iteration 20F: 3 clusters Score -191578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -191579.468750 Penalty: 731.151428
	Iteration 21Q: 3 clusters Score -191579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -191579.187500 Penalty: 731.151428
	Iteration 22Q: 3 clusters Score -191579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -191579.343750 Penalty: 731.151428
	Iteration 23Q: 3 clusters Score -191579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -191579.343750 Penalty: 731.151428
	Iteration 24F: 3 clusters Score -191579.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4770.537109 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4770.537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4849.889160 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4849.889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4865.526855 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -4865.527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4867.427246 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4867.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4867.427246 Penalty: 434.132324
	Iteration 4F: 3 clusters Score -4867.427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -25318.496094 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -25318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24864.828125 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -24864.83 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24961.582031 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -24961.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24986.345703 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -24986.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25004.083984 Penalty: 550.095459
	Iteration 3F: 3 clusters Score -25004.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25013.246094 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -25013.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25021.427734 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -25021.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25025.253906 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -25025.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25028.820312 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -25028.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25031.109375 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -25031.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25035.818359 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -25035.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25040.882812 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -25040.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25047.500000 Penalty: 550.095459
	Iteration 11Q: 3 clusters Score -25047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25051.443359 Penalty: 550.095459
	Iteration 12Q: 3 clusters Score -25051.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25052.835938 Penalty: 550.095459
	Iteration 13Q: 3 clusters Score -25052.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25053.240234 Penalty: 550.095459
	Iteration 14Q: 3 clusters Score -25053.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25054.005859 Penalty: 550.095459
	Iteration 15Q: 3 clusters Score -25054.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25054.005859 Penalty: 550.095459
	Iteration 16F: 3 clusters Score -25054.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Entering Unmasked Estep 
Score: -5452127.500000 Penalty: 517.309875
	Iteration 0F: 2 clusters Score -5452128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -5396522.000000 Penalty: 1034.619751
	Iteration 0F: 3 clusters Score -5396522 nChanged 42365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -5423575.000000 Penalty: 1034.619751
	Iteration 1F: 3 clusters Score -5423575 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -5425962.000000 Penalty: 1034.619751
	Iteration 2F: 3 clusters Score -5425962 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -5429812.000000 Penalty: 1034.619751
	Iteration 3F: 3 clusters Score -5429812 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -5435002.000000 Penalty: 1034.619751
	Iteration 4F: 3 clusters Score -5435002 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -5439313.000000 Penalty: 1034.619751
	Iteration 5F: 3 clusters Score -5439313 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -5441261.500000 Penalty: 1034.619751
	Iteration 6Q: 3 clusters Score -5441262 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -5441826.500000 Penalty: 1034.619751
	Iteration 7Q: 3 clusters Score -5441826 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -5442130.000000 Penalty: 1034.619751
	Iteration 8Q: 3 clusters Score -5442130 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -5442362.500000 Penalty: 1034.619751
	Iteration 9Q: 3 clusters Score -5442362 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -5442620.500000 Penalty: 1034.619751
	Iteration 10Q: 3 clusters Score -5442620 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -5442795.500000 Penalty: 1034.619751
	Iteration 11Q: 3 clusters Score -5442796 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -5443083.000000 Penalty: 1034.619751
	Iteration 12Q: 3 clusters Score -5443083 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -5443378.000000 Penalty: 1034.619751
	Iteration 13Q: 3 clusters Score -5443378 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -5443750.500000 Penalty: 1034.619751
	Iteration 14Q: 3 clusters Score -5443750 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -5444097.500000 Penalty: 1034.619751
	Iteration 15Q: 3 clusters Score -5444098 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -5444446.500000 Penalty: 1034.619751
	Iteration 16Q: 3 clusters Score -5444446 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -5444819.500000 Penalty: 1034.619751
	Iteration 17Q: 3 clusters Score -5444820 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -5445060.500000 Penalty: 1034.619751
	Iteration 18Q: 3 clusters Score -5445060 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -5445344.500000 Penalty: 1034.619751
	Iteration 19Q: 3 clusters Score -5445344 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -5445633.500000 Penalty: 1034.619751
	Iteration 20F: 3 clusters Score -5445634 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -5445847.500000 Penalty: 1034.619751
	Iteration 21Q: 3 clusters Score -5445848 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -5446022.500000 Penalty: 1034.619751
	Iteration 22Q: 3 clusters Score -5446022 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -5446243.500000 Penalty: 1034.619751
	Iteration 23Q: 3 clusters Score -5446244 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -5446424.500000 Penalty: 1034.619751
	Iteration 24Q: 3 clusters Score -5446424 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5446550.500000 Penalty: 1034.619751
	Iteration 25Q: 3 clusters Score -5446550 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -5446696.000000 Penalty: 1034.619751
	Iteration 26Q: 3 clusters Score -5446696 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -5446852.000000 Penalty: 1034.619751
	Iteration 27Q: 3 clusters Score -5446852 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -5447010.000000 Penalty: 1034.619751
	Iteration 28Q: 3 clusters Score -5447010 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -5447142.000000 Penalty: 1034.619751
	Iteration 29Q: 3 clusters Score -5447142 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5447264.500000 Penalty: 1034.619751
	Iteration 30Q: 3 clusters Score -5447264 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -5447374.000000 Penalty: 1034.619751
	Iteration 31Q: 3 clusters Score -5447374 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -5447444.000000 Penalty: 1034.619751
	Iteration 32Q: 3 clusters Score -5447444 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -5447588.000000 Penalty: 1034.619751
	Iteration 33Q: 3 clusters Score -5447588 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -5447672.500000 Penalty: 1034.619751
	Iteration 34Q: 3 clusters Score -5447672 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -5447718.000000 Penalty: 1034.619751
	Iteration 35Q: 3 clusters Score -5447718 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -5447789.500000 Penalty: 1034.619751
	Iteration 36Q: 3 clusters Score -5447790 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -5447889.500000 Penalty: 1034.619751
	Iteration 37Q: 3 clusters Score -5447890 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -5447999.000000 Penalty: 1034.619751
	Iteration 38Q: 3 clusters Score -5447999 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -5448050.000000 Penalty: 1034.619751
	Iteration 39Q: 3 clusters Score -5448050 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -5448151.000000 Penalty: 1034.619751
	Iteration 40F: 3 clusters Score -5448151 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -5448274.000000 Penalty: 1034.619751
	Iteration 41Q: 3 clusters Score -5448274 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -5448337.000000 Penalty: 1034.619751
	Iteration 42Q: 3 clusters Score -5448337 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -5448454.000000 Penalty: 1034.619751
	Iteration 43Q: 3 clusters Score -5448454 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -5448506.500000 Penalty: 1034.619751
	Iteration 44Q: 3 clusters Score -5448506 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -5448594.500000 Penalty: 1034.619751
	Iteration 45Q: 3 clusters Score -5448594 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -5448668.500000 Penalty: 1034.619751
	Iteration 46Q: 3 clusters Score -5448668 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -5448777.000000 Penalty: 1034.619751
	Iteration 47Q: 3 clusters Score -5448777 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -5448870.500000 Penalty: 1034.619751
	Iteration 48Q: 3 clusters Score -5448870 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -5448961.000000 Penalty: 1034.619751
	Iteration 49Q: 3 clusters Score -5448961 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -5449052.000000 Penalty: 1034.619751
	Iteration 50Q: 3 clusters Score -5449052 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -5449162.000000 Penalty: 1034.619751
	Iteration 51Q: 3 clusters Score -5449162 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -5449293.500000 Penalty: 1034.619751
	Iteration 52Q: 3 clusters Score -5449294 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -5449382.500000 Penalty: 1034.619751
	Iteration 53Q: 3 clusters Score -5449382 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -5449528.500000 Penalty: 1034.619751
	Iteration 54Q: 3 clusters Score -5449528 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -5449686.500000 Penalty: 1034.619751
	Iteration 55Q: 3 clusters Score -5449686 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -5449864.500000 Penalty: 1034.619751
	Iteration 56Q: 3 clusters Score -5449864 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -5450000.500000 Penalty: 1034.619751
	Iteration 57Q: 3 clusters Score -5450000 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -5450124.000000 Penalty: 1034.619751
	Iteration 58Q: 3 clusters Score -5450124 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -5450264.500000 Penalty: 1034.619751
	Iteration 59Q: 3 clusters Score -5450264 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -5450379.500000 Penalty: 1034.619751
	Iteration 60F: 3 clusters Score -5450380 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -5450493.500000 Penalty: 1034.619751
	Iteration 61Q: 3 clusters Score -5450494 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -5450581.500000 Penalty: 1034.619751
	Iteration 62Q: 3 clusters Score -5450582 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -5450681.000000 Penalty: 1034.619751
	Iteration 63Q: 3 clusters Score -5450681 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -5450775.500000 Penalty: 1034.619751
	Iteration 64Q: 3 clusters Score -5450776 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -5450854.000000 Penalty: 1034.619751
	Iteration 65Q: 3 clusters Score -5450854 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -5450973.000000 Penalty: 1034.619751
	Iteration 66Q: 3 clusters Score -5450973 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -5451081.000000 Penalty: 1034.619751
	Iteration 67Q: 3 clusters Score -5451081 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -5451203.500000 Penalty: 1034.619751
	Iteration 68Q: 3 clusters Score -5451204 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -5451325.500000 Penalty: 1034.619751
	Iteration 69Q: 3 clusters Score -5451326 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -5451743.500000 Penalty: 1034.619751
	Iteration 70Q: 3 clusters Score -5451744 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -5452058.500000 Penalty: 1034.619751
	Iteration 71Q: 3 clusters Score -5452058 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -5452408.000000 Penalty: 1034.619751
	Iteration 72Q: 3 clusters Score -5452408 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5452694 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5452856 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5453075 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5453183 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5453304 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5453430 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5453520 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5453517 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5453496 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5453486 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5453496 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5453496 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5453460 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5453410 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5453391 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5453364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5453347 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5453311 nChanged 181
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Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5453300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5453262 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5453226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5453191 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5453184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5453182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5453162 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5453148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5453140 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5453142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5453126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5453108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5453095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5453086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5453108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5453116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5453079 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5453061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5453049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5453024 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -5452994.500000 Penalty: 1034.619751
	Iteration 111Q: 3 clusters Score -5452994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5452978 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5452966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5452956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5452935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5452935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5452928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5452928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -5452933.000000 Penalty: 1034.619751
	Iteration 119Q: 3 clusters Score -5452933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5452928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -5452908.000000 Penalty: 1034.619751
	Iteration 121Q: 3 clusters Score -5452908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5452898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5452895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5452896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5452891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5452876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5452868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5452872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -5452862.000000 Penalty: 1034.619751
	Iteration 129Q: 3 clusters Score -5452862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5452858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -5452854.500000 Penalty: 1034.619751
	Iteration 131Q: 3 clusters Score -5452854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5452847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5452853 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5452849 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5452858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5452854 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5452853 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5452850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5452849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -5452846.500000 Penalty: 1034.619751
	Iteration 140F: 3 clusters Score -5452846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5452848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -5452842.500000 Penalty: 1034.619751
	Iteration 142Q: 3 clusters Score -5452842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5452848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5452850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5452846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5452846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5452844 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1692 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5452840 nChanged 2
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Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5452844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -5452841.500000 Penalty: 1034.619751
	Iteration 150Q: 3 clusters Score -5452842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5452840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 84949 members 
Entering Unmasked Estep 
Score: -5452832.000000 Penalty: 1034.619751
	Iteration 152Q: 3 clusters Score -5452832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -5452825.500000 Penalty: 1034.619751
	Iteration 153Q: 3 clusters Score -5452826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -5452831.500000 Penalty: 1034.619751
	Iteration 154Q: 3 clusters Score -5452832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -5452827.500000 Penalty: 1034.619751
	Iteration 155Q: 3 clusters Score -5452828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -5452823.000000 Penalty: 1034.619751
	Iteration 156Q: 3 clusters Score -5452823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5452826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 84970 members 
Entering Unmasked Estep 
Score: -5452819.500000 Penalty: 1034.619751
	Iteration 158Q: 3 clusters Score -5452820 nChanged 2
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Mstep: Class 1 contains 1664 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5452822 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1664 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5452826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5452826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5452825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
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	Iteration 163F: 3 clusters Score -5452825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 18604 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 43706 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43293 members 
Mstep: Class 9 contains 81055 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 29966 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 81615 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 52100 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 2547 members 
Mstep: Class 28 contains 28356 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 84971 members 
Entering Unmasked Estep 
Score: -42225724.000000 Penalty: 18364.921875
Splitting cluster 22 changes total score from -42225272.000000 to -42225724.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (52100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Entering Unmasked Estep 
Score: -3391171.250000 Penalty: 494.171844
	Iteration 0F: 2 clusters Score -3391171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3356954.750000 Penalty: 988.343689
	Iteration 0F: 3 clusters Score -3356955 nChanged 25362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3373731.750000 Penalty: 988.343689
	Iteration 1F: 3 clusters Score -3373732 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -3376080.000000 Penalty: 988.343689
	Iteration 2F: 3 clusters Score -3376080 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -3379406.000000 Penalty: 988.343689
	Iteration 3F: 3 clusters Score -3379406 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -3383301.250000 Penalty: 988.343689
	Iteration 4F: 3 clusters Score -3383301 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -3386516.000000 Penalty: 988.343689
	Iteration 5F: 3 clusters Score -3386516 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -3388553.000000 Penalty: 988.343689
	Iteration 6Q: 3 clusters Score -3388553 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -3389660.500000 Penalty: 988.343689
	Iteration 7Q: 3 clusters Score -3389660 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -3390207.500000 Penalty: 988.343689
	Iteration 8Q: 3 clusters Score -3390208 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -3390491.500000 Penalty: 988.343689
	Iteration 9Q: 3 clusters Score -3390492 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -3390599.500000 Penalty: 988.343689
	Iteration 10Q: 3 clusters Score -3390600 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -3390673.250000 Penalty: 988.343689
	Iteration 11Q: 3 clusters Score -3390673 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -3390740.500000 Penalty: 988.343689
	Iteration 12Q: 3 clusters Score -3390740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -3390780.250000 Penalty: 988.343689
	Iteration 13Q: 3 clusters Score -3390780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -3390801.000000 Penalty: 988.343689
	Iteration 14Q: 3 clusters Score -3390801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -3390817.750000 Penalty: 988.343689
	Iteration 15Q: 3 clusters Score -3390818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -3390820.500000 Penalty: 988.343689
	Iteration 16Q: 3 clusters Score -3390820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -3390822.750000 Penalty: 988.343689
	Iteration 17Q: 3 clusters Score -3390823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -3390825.250000 Penalty: 988.343689
	Iteration 18Q: 3 clusters Score -3390825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -3390824.500000 Penalty: 988.343689
	Iteration 19Q: 3 clusters Score -3390824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -3390824.500000 Penalty: 988.343689
	Iteration 20F: 3 clusters Score -3390824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -159849.375000 Penalty: 355.793457
	Iteration 0F: 2 clusters Score -159849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -158127.859375 Penalty: 711.586914
	Iteration 0F: 3 clusters Score -158127.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -158670.125000 Penalty: 711.586914
	Iteration 1F: 3 clusters Score -158670.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -158725.328125 Penalty: 711.586914
	Iteration 2F: 3 clusters Score -158725.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -158768.468750 Penalty: 711.586914
	Iteration 3Q: 3 clusters Score -158768.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -158810.625000 Penalty: 711.586914
	Iteration 4Q: 3 clusters Score -158810.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158856.343750 Penalty: 711.586914
	Iteration 5Q: 3 clusters Score -158856.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -158902.750000 Penalty: 711.586914
	Iteration 6Q: 3 clusters Score -158902.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158958.234375 Penalty: 711.586914
	Iteration 7Q: 3 clusters Score -158958.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159019.250000 Penalty: 711.586914
	Iteration 8Q: 3 clusters Score -159019.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159090.218750 Penalty: 711.586914
	Iteration 9Q: 3 clusters Score -159090.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -159178.875000 Penalty: 711.586914
	Iteration 10Q: 3 clusters Score -159178.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -159240.343750 Penalty: 711.586914
	Iteration 11Q: 3 clusters Score -159240.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -159311.281250 Penalty: 711.586914
	Iteration 12Q: 3 clusters Score -159311.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -159366.406250 Penalty: 711.586914
	Iteration 13Q: 3 clusters Score -159366.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -159398.156250 Penalty: 711.586914
	Iteration 14Q: 3 clusters Score -159398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -159416.187500 Penalty: 711.586914
	Iteration 15Q: 3 clusters Score -159416.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -159427.625000 Penalty: 711.586914
	Iteration 16Q: 3 clusters Score -159427.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -159442.312500 Penalty: 711.586914
	Iteration 17Q: 3 clusters Score -159442.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -159456.562500 Penalty: 711.586914
	Iteration 18Q: 3 clusters Score -159456.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -159467.718750 Penalty: 711.586914
	Iteration 19Q: 3 clusters Score -159467.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -159479.687500 Penalty: 711.586914
	Iteration 20F: 3 clusters Score -159479.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -159499.109375 Penalty: 711.586914
	Iteration 21Q: 3 clusters Score -159499.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -159520.578125 Penalty: 711.586914
	Iteration 22Q: 3 clusters Score -159520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -159527.921875 Penalty: 711.586914
	Iteration 23Q: 3 clusters Score -159527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -159532.421875 Penalty: 711.586914
	Iteration 24Q: 3 clusters Score -159532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -159534.500000 Penalty: 711.586914
	Iteration 25Q: 3 clusters Score -159534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -159537.281250 Penalty: 711.586914
	Iteration 26Q: 3 clusters Score -159537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -159538.000000 Penalty: 711.586914
	Iteration 27Q: 3 clusters Score -159538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -159538.000000 Penalty: 711.586914
	Iteration 28F: 3 clusters Score -159538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1787.295654 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1787.296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1814.421875 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1814.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1816.483765 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1816.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1816.483765 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1816.484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -83002.554688 Penalty: 330.449585
	Iteration 0F: 2 clusters Score -83002.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -81928.664062 Penalty: 660.899170
	Iteration 0F: 3 clusters Score -81928.66 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -82285.585938 Penalty: 660.899170
	Iteration 1F: 3 clusters Score -82285.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82344.648438 Penalty: 660.899170
	Iteration 2F: 3 clusters Score -82344.65 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -82402.312500 Penalty: 660.899170
	Iteration 3F: 3 clusters Score -82402.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82445.820312 Penalty: 660.899170
	Iteration 4Q: 3 clusters Score -82445.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82479.625000 Penalty: 660.899170
	Iteration 5Q: 3 clusters Score -82479.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82497.250000 Penalty: 660.899170
	Iteration 6Q: 3 clusters Score -82497.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82507.562500 Penalty: 660.899170
	Iteration 7Q: 3 clusters Score -82507.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -82510.750000 Penalty: 660.899170
	Iteration 8Q: 3 clusters Score -82510.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82512.851562 Penalty: 660.899170
	Iteration 9Q: 3 clusters Score -82512.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82514.078125 Penalty: 660.899170
	Iteration 10Q: 3 clusters Score -82514.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -82514.890625 Penalty: 660.899170
	Iteration 11Q: 3 clusters Score -82514.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -82515.281250 Penalty: 660.899170
	Iteration 12Q: 3 clusters Score -82515.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -82515.500000 Penalty: 660.899170
	Iteration 13Q: 3 clusters Score -82515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -82515.500000 Penalty: 660.899170
	Iteration 14F: 3 clusters Score -82515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -172223.140625 Penalty: 356.841553
	Iteration 0F: 2 clusters Score -172223.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -170421.093750 Penalty: 713.683105
	Iteration 0F: 3 clusters Score -170421.1 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171031.546875 Penalty: 713.683105
	Iteration 1F: 3 clusters Score -171031.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -171136.453125 Penalty: 713.683105
	Iteration 2F: 3 clusters Score -171136.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171241.328125 Penalty: 713.683105
	Iteration 3F: 3 clusters Score -171241.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -171358.187500 Penalty: 713.683105
	Iteration 4F: 3 clusters Score -171358.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -171481.984375 Penalty: 713.683105
	Iteration 5F: 3 clusters Score -171482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -171592.265625 Penalty: 713.683105
	Iteration 6Q: 3 clusters Score -171592.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -171684.031250 Penalty: 713.683105
	Iteration 7Q: 3 clusters Score -171684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -171753.203125 Penalty: 713.683105
	Iteration 8Q: 3 clusters Score -171753.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -171791.265625 Penalty: 713.683105
	Iteration 9Q: 3 clusters Score -171791.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -171822.937500 Penalty: 713.683105
	Iteration 10Q: 3 clusters Score -171822.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -171843.406250 Penalty: 713.683105
	Iteration 11Q: 3 clusters Score -171843.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -171853.484375 Penalty: 713.683105
	Iteration 12Q: 3 clusters Score -171853.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -171861.015625 Penalty: 713.683105
	Iteration 13Q: 3 clusters Score -171861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -171872.093750 Penalty: 713.683105
	Iteration 14Q: 3 clusters Score -171872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -171879.015625 Penalty: 713.683105
	Iteration 15Q: 3 clusters Score -171879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -171883.750000 Penalty: 713.683105
	Iteration 16Q: 3 clusters Score -171883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -171887.531250 Penalty: 713.683105
	Iteration 17Q: 3 clusters Score -171887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -171892.296875 Penalty: 713.683105
	Iteration 18Q: 3 clusters Score -171892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -171894.078125 Penalty: 713.683105
	Iteration 19Q: 3 clusters Score -171894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -171896.265625 Penalty: 713.683105
	Iteration 20F: 3 clusters Score -171896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -171897.578125 Penalty: 713.683105
	Iteration 21Q: 3 clusters Score -171897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -171900.625000 Penalty: 713.683105
	Iteration 22Q: 3 clusters Score -171900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -171901.234375 Penalty: 713.683105
	Iteration 23Q: 3 clusters Score -171901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -171903.375000 Penalty: 713.683105
	Iteration 24Q: 3 clusters Score -171903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -171906.640625 Penalty: 713.683105
	Iteration 25Q: 3 clusters Score -171906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -171907.421875 Penalty: 713.683105
	Iteration 26Q: 3 clusters Score -171907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -171909.109375 Penalty: 713.683105
	Iteration 27Q: 3 clusters Score -171909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -171911.203125 Penalty: 713.683105
	Iteration 28Q: 3 clusters Score -171911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -171911.953125 Penalty: 713.683105
	Iteration 29Q: 3 clusters Score -171912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -171912.578125 Penalty: 713.683105
	Iteration 30Q: 3 clusters Score -171912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -171913.937500 Penalty: 713.683105
	Iteration 31Q: 3 clusters Score -171913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -171914.968750 Penalty: 713.683105
	Iteration 32Q: 3 clusters Score -171915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -171914.968750 Penalty: 713.683105
	Iteration 33F: 3 clusters Score -171915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Entering Unmasked Estep 
Score: -1843063.375000 Penalty: 466.493042
	Iteration 0F: 2 clusters Score -1843063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1823990.750000 Penalty: 932.986084
	Iteration 0F: 3 clusters Score -1823991 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1832283.250000 Penalty: 932.986084
	Iteration 1F: 3 clusters Score -1832283 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1832894.125000 Penalty: 932.986084
	Iteration 2F: 3 clusters Score -1832894 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1833720.625000 Penalty: 932.986084
	Iteration 3F: 3 clusters Score -1833721 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1834937.500000 Penalty: 932.986084
	Iteration 4F: 3 clusters Score -1834938 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1836643.375000 Penalty: 932.986084
	Iteration 5F: 3 clusters Score -1836643 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1838495.750000 Penalty: 932.986084
	Iteration 6F: 3 clusters Score -1838496 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1839713.375000 Penalty: 932.986084
	Iteration 7F: 3 clusters Score -1839713 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1840203.375000 Penalty: 932.986084
	Iteration 8Q: 3 clusters Score -1840203 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1840497.250000 Penalty: 932.986084
	Iteration 9Q: 3 clusters Score -1840497 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1840785.500000 Penalty: 932.986084
	Iteration 10Q: 3 clusters Score -1840786 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1841128.250000 Penalty: 932.986084
	Iteration 11Q: 3 clusters Score -1841128 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1841447.625000 Penalty: 932.986084
	Iteration 12Q: 3 clusters Score -1841448 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1841691.125000 Penalty: 932.986084
	Iteration 13Q: 3 clusters Score -1841691 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1841852.000000 Penalty: 932.986084
	Iteration 14Q: 3 clusters Score -1841852 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1841984.125000 Penalty: 932.986084
	Iteration 15Q: 3 clusters Score -1841984 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1842045.375000 Penalty: 932.986084
	Iteration 16Q: 3 clusters Score -1842045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1842102.000000 Penalty: 932.986084
	Iteration 17Q: 3 clusters Score -1842102 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1842139.250000 Penalty: 932.986084
	Iteration 18Q: 3 clusters Score -1842139 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1842167.500000 Penalty: 932.986084
	Iteration 19Q: 3 clusters Score -1842168 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1842194.875000 Penalty: 932.986084
	Iteration 20F: 3 clusters Score -1842195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1842203.750000 Penalty: 932.986084
	Iteration 21Q: 3 clusters Score -1842204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1842229.625000 Penalty: 932.986084
	Iteration 22Q: 3 clusters Score -1842230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1842239.500000 Penalty: 932.986084
	Iteration 23Q: 3 clusters Score -1842240 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1842245.250000 Penalty: 932.986084
	Iteration 24Q: 3 clusters Score -1842245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1842272.000000 Penalty: 932.986084
	Iteration 25Q: 3 clusters Score -1842272 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1842295.250000 Penalty: 932.986084
	Iteration 26Q: 3 clusters Score -1842295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1842303.625000 Penalty: 932.986084
	Iteration 27Q: 3 clusters Score -1842304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1842328.875000 Penalty: 932.986084
	Iteration 28Q: 3 clusters Score -1842329 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1842346.250000 Penalty: 932.986084
	Iteration 29Q: 3 clusters Score -1842346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1842359.500000 Penalty: 932.986084
	Iteration 30Q: 3 clusters Score -1842360 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1842385.750000 Penalty: 932.986084
	Iteration 31Q: 3 clusters Score -1842386 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1842409.500000 Penalty: 932.986084
	Iteration 32Q: 3 clusters Score -1842410 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1842425.875000 Penalty: 932.986084
	Iteration 33Q: 3 clusters Score -1842426 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1842453.625000 Penalty: 932.986084
	Iteration 34Q: 3 clusters Score -1842454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1842472.875000 Penalty: 932.986084
	Iteration 35Q: 3 clusters Score -1842473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1842489.375000 Penalty: 932.986084
	Iteration 36Q: 3 clusters Score -1842489 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1842504.250000 Penalty: 932.986084
	Iteration 37Q: 3 clusters Score -1842504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1842521.500000 Penalty: 932.986084
	Iteration 38Q: 3 clusters Score -1842522 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1842541.625000 Penalty: 932.986084
	Iteration 39Q: 3 clusters Score -1842542 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1842566.375000 Penalty: 932.986084
	Iteration 40F: 3 clusters Score -1842566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1842581.500000 Penalty: 932.986084
	Iteration 41Q: 3 clusters Score -1842582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1842588.000000 Penalty: 932.986084
	Iteration 42Q: 3 clusters Score -1842588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1842597.500000 Penalty: 932.986084
	Iteration 43Q: 3 clusters Score -1842598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1842604.250000 Penalty: 932.986084
	Iteration 44Q: 3 clusters Score -1842604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1842622.625000 Penalty: 932.986084
	Iteration 45Q: 3 clusters Score -1842623 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1842636.500000 Penalty: 932.986084
	Iteration 46Q: 3 clusters Score -1842636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1842649.125000 Penalty: 932.986084
	Iteration 47Q: 3 clusters Score -1842649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1842667.000000 Penalty: 932.986084
	Iteration 48Q: 3 clusters Score -1842667 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1842679.500000 Penalty: 932.986084
	Iteration 49Q: 3 clusters Score -1842680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1842689.500000 Penalty: 932.986084
	Iteration 50Q: 3 clusters Score -1842690 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1842704.625000 Penalty: 932.986084
	Iteration 51Q: 3 clusters Score -1842705 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1842722.000000 Penalty: 932.986084
	Iteration 52Q: 3 clusters Score -1842722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1842735.500000 Penalty: 932.986084
	Iteration 53Q: 3 clusters Score -1842736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1842750.000000 Penalty: 932.986084
	Iteration 54Q: 3 clusters Score -1842750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1842755.625000 Penalty: 932.986084
	Iteration 55Q: 3 clusters Score -1842756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1842769.875000 Penalty: 932.986084
	Iteration 56Q: 3 clusters Score -1842770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1842770.250000 Penalty: 932.986084
	Iteration 57Q: 3 clusters Score -1842770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1842777.375000 Penalty: 932.986084
	Iteration 58Q: 3 clusters Score -1842777 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1842776.125000 Penalty: 932.986084
	Iteration 59Q: 3 clusters Score -1842776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1842781.250000 Penalty: 932.986084
	Iteration 60F: 3 clusters Score -1842781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1842784.000000 Penalty: 932.986084
	Iteration 61Q: 3 clusters Score -1842784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1842793.500000 Penalty: 932.986084
	Iteration 62Q: 3 clusters Score -1842794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1842799.625000 Penalty: 932.986084
	Iteration 63Q: 3 clusters Score -1842800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1842810.875000 Penalty: 932.986084
	Iteration 64Q: 3 clusters Score -1842811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1842811.125000 Penalty: 932.986084
	Iteration 65Q: 3 clusters Score -1842811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1842814.000000 Penalty: 932.986084
	Iteration 66Q: 3 clusters Score -1842814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1842817.625000 Penalty: 932.986084
	Iteration 67Q: 3 clusters Score -1842818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1842825.375000 Penalty: 932.986084
	Iteration 68Q: 3 clusters Score -1842825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1842838.500000 Penalty: 932.986084
	Iteration 69Q: 3 clusters Score -1842838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1842845.875000 Penalty: 932.986084
	Iteration 70Q: 3 clusters Score -1842846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 3284 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3130 members 
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	Iteration 73Q: 3 clusters Score -1842859 nChanged 78
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Mstep: Class 1 contains 25302 members 
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Mstep: Class 1 contains 25352 members 
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Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 2952 members 
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Mstep: Class 1 contains 25497 members 
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	Iteration 78Q: 3 clusters Score -1842871 nChanged 57
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Mstep: Class 1 contains 25552 members 
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	Iteration 79Q: 3 clusters Score -1842870 nChanged 52
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Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1842872 nChanged 46
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Mstep: Class 1 contains 25650 members 
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Mstep: Class 1 contains 25693 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25733 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25781 members 
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Mstep: Class 1 contains 25824 members 
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	Iteration 85Q: 3 clusters Score -1842887 nChanged 52
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Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1842884 nChanged 43
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Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1842893 nChanged 41
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Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2408 members 
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	Iteration 88Q: 3 clusters Score -1842897 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1842897 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1842897 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2327 members 
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	Iteration 91Q: 3 clusters Score -1842894 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26050 members 
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Mstep: Class 1 contains 26080 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1842902 nChanged 29
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Mstep: Class 1 contains 26109 members 
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	Iteration 94Q: 3 clusters Score -1842903 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2225 members 
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	Iteration 95Q: 3 clusters Score -1842898 nChanged 27
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Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 2202 members 
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	Iteration 96Q: 3 clusters Score -1842895 nChanged 25
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Mstep: Class 1 contains 26179 members 
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	Iteration 97Q: 3 clusters Score -1842898 nChanged 26
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Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1842902 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1842904 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1842905 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26295 members 
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	Iteration 101Q: 3 clusters Score -1842910 nChanged 35
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Mstep: Class 1 contains 26324 members 
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	Iteration 102Q: 3 clusters Score -1842916 nChanged 30
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Mstep: Class 1 contains 26350 members 
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	Iteration 103Q: 3 clusters Score -1842919 nChanged 31
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Mstep: Class 1 contains 26377 members 
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	Iteration 104Q: 3 clusters Score -1842923 nChanged 46
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1842923 nChanged 45
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1842926 nChanged 43
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Mstep: Class 1 contains 26489 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1842928 nChanged 31
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Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1842928 nChanged 25
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Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1842922 nChanged 21
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Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1820 members 
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	Iteration 110Q: 3 clusters Score -1842926 nChanged 17
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Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1842928 nChanged 21
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Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1842932 nChanged 25
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Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1842932 nChanged 23
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Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1842937 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1842940 nChanged 13
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Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1842939 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26630 members 
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	Iteration 117Q: 3 clusters Score -1842939 nChanged 15
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Mstep: Class 1 contains 26637 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1842942 nChanged 12
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Mstep: Class 1 contains 26637 members 
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	Iteration 119Q: 3 clusters Score -1842939 nChanged 14
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Mstep: Class 1 contains 26641 members 
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	Iteration 120F: 3 clusters Score -1842938 nChanged 10
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	Iteration 121Q: 3 clusters Score -1842938 nChanged 12
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Mstep: Class 2 contains 1711 members 
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	Iteration 122Q: 3 clusters Score -1842941 nChanged 12
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Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1705 members 
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	Iteration 123Q: 3 clusters Score -1842942 nChanged 18
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Mstep: Class 1 contains 26657 members 
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	Iteration 124Q: 3 clusters Score -1842943 nChanged 11
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Mstep: Class 1 contains 26662 members 
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	Iteration 125Q: 3 clusters Score -1842944 nChanged 8
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Mstep: Class 1 contains 26668 members 
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	Iteration 126Q: 3 clusters Score -1842945 nChanged 9
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Mstep: Class 1 contains 26673 members 
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	Iteration 127Q: 3 clusters Score -1842942 nChanged 10
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Mstep: Class 1 contains 26679 members 
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	Iteration 128Q: 3 clusters Score -1842942 nChanged 14
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Mstep: Class 1 contains 26687 members 
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	Iteration 129Q: 3 clusters Score -1842946 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26701 members 
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	Iteration 130Q: 3 clusters Score -1842950 nChanged 22
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	Iteration 131Q: 3 clusters Score -1842952 nChanged 32
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Mstep: Class 1 contains 26739 members 
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	Iteration 132Q: 3 clusters Score -1842957 nChanged 33
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Mstep: Class 1 contains 26766 members 
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	Iteration 133Q: 3 clusters Score -1842966 nChanged 27
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	Iteration 134Q: 3 clusters Score -1842967 nChanged 22
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	Iteration 135Q: 3 clusters Score -1842972 nChanged 23
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	Iteration 136Q: 3 clusters Score -1842970 nChanged 27
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	Iteration 137Q: 3 clusters Score -1842969 nChanged 22
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	Iteration 138Q: 3 clusters Score -1842968 nChanged 22
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	Iteration 139Q: 3 clusters Score -1842969 nChanged 29
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Mstep: Class 1 contains 26902 members 
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	Iteration 140F: 3 clusters Score -1842975 nChanged 31
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	Iteration 141Q: 3 clusters Score -1842974 nChanged 33
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	Iteration 142Q: 3 clusters Score -1842979 nChanged 30
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	Iteration 143Q: 3 clusters Score -1842982 nChanged 36
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Mstep: Class 1 contains 26996 members 
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	Iteration 144Q: 3 clusters Score -1842987 nChanged 27
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	Iteration 145Q: 3 clusters Score -1842995 nChanged 26
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	Iteration 146Q: 3 clusters Score -1842997 nChanged 33
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	Iteration 147Q: 3 clusters Score -1842997 nChanged 34
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	Iteration 148Q: 3 clusters Score -1843000 nChanged 27
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Mstep: Class 2 contains 1283 members 
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	Iteration 149Q: 3 clusters Score -1843000 nChanged 23
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	Iteration 150Q: 3 clusters Score -1843003 nChanged 26
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	Iteration 151Q: 3 clusters Score -1843004 nChanged 22
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Mstep: Class 1 contains 27100 members 
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Score: -1843005.625000 Penalty: 932.986084
	Iteration 152Q: 3 clusters Score -1843006 nChanged 29
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Mstep: Class 1 contains 27115 members 
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	Iteration 153Q: 3 clusters Score -1843014 nChanged 27
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	Iteration 154Q: 3 clusters Score -1843015 nChanged 28
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Mstep: Class 1 contains 27140 members 
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Entering Unmasked Estep 
Score: -1843021.625000 Penalty: 932.986084
	Iteration 155Q: 3 clusters Score -1843022 nChanged 24
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Mstep: Class 2 contains 1200 members 
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	Iteration 156Q: 3 clusters Score -1843024 nChanged 14
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Mstep: Class 1 contains 27160 members 
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Score: -1843020.500000 Penalty: 932.986084
	Iteration 157Q: 3 clusters Score -1843020 nChanged 17
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Mstep: Class 1 contains 27167 members 
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Score: -1843025.000000 Penalty: 932.986084
	Iteration 158Q: 3 clusters Score -1843025 nChanged 18
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	Iteration 159Q: 3 clusters Score -1843027 nChanged 14
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Mstep: Class 1 contains 27171 members 
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Entering Unmasked Estep 
Score: -1843028.250000 Penalty: 932.986084
	Iteration 160F: 3 clusters Score -1843028 nChanged 14
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Mstep: Class 1 contains 27181 members 
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Entering Unmasked Estep 
Score: -1843032.000000 Penalty: 932.986084
	Iteration 161Q: 3 clusters Score -1843032 nChanged 11
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1843033 nChanged 14
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1843034 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1843031.375000 Penalty: 932.986084
	Iteration 164Q: 3 clusters Score -1843031 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1843038 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1843035 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1843035 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1843032 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1843032 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1843034 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1843036 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1843037 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1843041.500000 Penalty: 932.986084
	Iteration 173Q: 3 clusters Score -1843042 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1843042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1843043.750000 Penalty: 932.986084
	Iteration 175Q: 3 clusters Score -1843044 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1843045.125000 Penalty: 932.986084
	Iteration 176Q: 3 clusters Score -1843045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1843047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1843048.875000 Penalty: 932.986084
	Iteration 178Q: 3 clusters Score -1843049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1843050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1843048.375000 Penalty: 932.986084
	Iteration 180F: 3 clusters Score -1843048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1843052.000000 Penalty: 932.986084
	Iteration 181Q: 3 clusters Score -1843052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1843049.250000 Penalty: 932.986084
	Iteration 182Q: 3 clusters Score -1843049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1843053.375000 Penalty: 932.986084
	Iteration 183Q: 3 clusters Score -1843053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1843053.250000 Penalty: 932.986084
	Iteration 184Q: 3 clusters Score -1843053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1843054.875000 Penalty: 932.986084
	Iteration 185Q: 3 clusters Score -1843055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1843051.750000 Penalty: 932.986084
	Iteration 186Q: 3 clusters Score -1843052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1843048.875000 Penalty: 932.986084
	Iteration 187Q: 3 clusters Score -1843049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1843051.625000 Penalty: 932.986084
	Iteration 188Q: 3 clusters Score -1843052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1843050.625000 Penalty: 932.986084
	Iteration 189Q: 3 clusters Score -1843051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1843050 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1843051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1843051.500000 Penalty: 932.986084
	Iteration 192Q: 3 clusters Score -1843052 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1843050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1843049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1843051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1843049.750000 Penalty: 932.986084
	Iteration 196Q: 3 clusters Score -1843050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1843049.625000 Penalty: 932.986084
	Iteration 197Q: 3 clusters Score -1843050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1843048.250000 Penalty: 932.986084
	Iteration 198Q: 3 clusters Score -1843048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1843048.125000 Penalty: 932.986084
	Iteration 199Q: 3 clusters Score -1843048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1843046.500000 Penalty: 932.986084
	Iteration 200F: 3 clusters Score -1843046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1843046.750000 Penalty: 932.986084
	Iteration 201Q: 3 clusters Score -1843047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1843048.625000 Penalty: 932.986084
	Iteration 202Q: 3 clusters Score -1843049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1843049.000000 Penalty: 932.986084
	Iteration 203Q: 3 clusters Score -1843049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1843049.500000 Penalty: 932.986084
	Iteration 204Q: 3 clusters Score -1843050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1843045.875000 Penalty: 932.986084
	Iteration 205Q: 3 clusters Score -1843046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1843046.750000 Penalty: 932.986084
	Iteration 206Q: 3 clusters Score -1843047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1843049.625000 Penalty: 932.986084
	Iteration 207Q: 3 clusters Score -1843050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1843047.750000 Penalty: 932.986084
	Iteration 208Q: 3 clusters Score -1843048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1843048.375000 Penalty: 932.986084
	Iteration 209Q: 3 clusters Score -1843048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1843049.625000 Penalty: 932.986084
	Iteration 210Q: 3 clusters Score -1843050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1843049.000000 Penalty: 932.986084
	Iteration 211Q: 3 clusters Score -1843049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1843048.375000 Penalty: 932.986084
	Iteration 212Q: 3 clusters Score -1843048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1843052.250000 Penalty: 932.986084
	Iteration 213Q: 3 clusters Score -1843052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1843056.250000 Penalty: 932.986084
	Iteration 214Q: 3 clusters Score -1843056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1843061.625000 Penalty: 932.986084
	Iteration 215Q: 3 clusters Score -1843062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1843061.375000 Penalty: 932.986084
	Iteration 216Q: 3 clusters Score -1843061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1843060.375000 Penalty: 932.986084
	Iteration 217Q: 3 clusters Score -1843060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1843061.500000 Penalty: 932.986084
	Iteration 218Q: 3 clusters Score -1843062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1843062.875000 Penalty: 932.986084
	Iteration 219Q: 3 clusters Score -1843063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1843066.125000 Penalty: 932.986084
	Iteration 220F: 3 clusters Score -1843066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1843065.500000 Penalty: 932.986084
	Iteration 221Q: 3 clusters Score -1843066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1843066.250000 Penalty: 932.986084
	Iteration 222Q: 3 clusters Score -1843066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1843067.750000 Penalty: 932.986084
	Iteration 223Q: 3 clusters Score -1843068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1843070.625000 Penalty: 932.986084
	Iteration 224Q: 3 clusters Score -1843071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1843068.625000 Penalty: 932.986084
	Iteration 225Q: 3 clusters Score -1843069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1843070.625000 Penalty: 932.986084
	Iteration 226Q: 3 clusters Score -1843071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1843074.125000 Penalty: 932.986084
	Iteration 227Q: 3 clusters Score -1843074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1843077.250000 Penalty: 932.986084
	Iteration 228Q: 3 clusters Score -1843077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1843076.625000 Penalty: 932.986084
	Iteration 229Q: 3 clusters Score -1843077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1843073.500000 Penalty: 932.986084
	Iteration 230Q: 3 clusters Score -1843074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1843073.625000 Penalty: 932.986084
	Iteration 231Q: 3 clusters Score -1843074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1843073.625000 Penalty: 932.986084
	Iteration 232Q: 3 clusters Score -1843074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1843071.125000 Penalty: 932.986084
	Iteration 233Q: 3 clusters Score -1843071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1843072.875000 Penalty: 932.986084
	Iteration 234Q: 3 clusters Score -1843073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1843075.625000 Penalty: 932.986084
	Iteration 235Q: 3 clusters Score -1843076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1843073.875000 Penalty: 932.986084
	Iteration 236Q: 3 clusters Score -1843074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1843074.000000 Penalty: 932.986084
	Iteration 237Q: 3 clusters Score -1843074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1843074.750000 Penalty: 932.986084
	Iteration 238Q: 3 clusters Score -1843075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1843075.125000 Penalty: 932.986084
	Iteration 239Q: 3 clusters Score -1843075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1843075.750000 Penalty: 932.986084
	Iteration 240F: 3 clusters Score -1843076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1843077.125000 Penalty: 932.986084
	Iteration 241Q: 3 clusters Score -1843077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1843077.125000 Penalty: 932.986084
	Iteration 242F: 3 clusters Score -1843077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 18604 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 43706 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43293 members 
Mstep: Class 9 contains 81055 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 29966 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 81615 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 52100 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 2547 members 
Mstep: Class 28 contains 27320 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 84971 members 
Mstep: Class 31 contains 1036 members 
Entering Unmasked Estep 
Score: -42225528.000000 Penalty: 18977.085938
Splitting cluster 28 changes total score from -42225272.000000 to -42225528.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 29 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16986.986328 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16986.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16636.000000 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16708.890625 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16708.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16734.207031 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16734.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16743.625000 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16743.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16750.394531 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16750.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16751.791016 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16751.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16752.751953 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16752.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16752.751953 Penalty: 520.249512
	Iteration 7F: 3 clusters Score -16752.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 18604 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 43706 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43293 members 
Mstep: Class 9 contains 81055 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 29966 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 81615 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 52100 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 2547 members 
Mstep: Class 28 contains 27320 members 
Mstep: Class 29 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225852.000000 Penalty: 18977.085938
Iteration 159Q: 32 clusters Score -4.222585e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 18588 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7330 members 
Mstep: Class 6 contains 43704 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 43187 members 
Mstep: Class 9 contains 81161 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 29782 members 
Mstep: Class 12 contains 77453 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 81603 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 52313 members 
Mstep: Class 24 contains 2530 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 2575 members 
Mstep: Class 28 contains 27213 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 84270 members 
Mstep: Class 31 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226168.000000 Penalty: 18977.085938
Iteration 160F: 32 clusters Score -4.222617e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 18554 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7311 members 
Mstep: Class 6 contains 43702 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 43088 members 
Mstep: Class 9 contains 81229 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 29574 members 
Mstep: Class 12 contains 77464 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 81405 members 
Mstep: Class 15 contains 30334 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 3050 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 52414 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 27142 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84228 members 
Mstep: Class 31 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226340.000000 Penalty: 18977.085938
Iteration 161Q: 32 clusters Score -4.222634e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 18527 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7294 members 
Mstep: Class 6 contains 43696 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 43002 members 
Mstep: Class 9 contains 81277 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 29338 members 
Mstep: Class 12 contains 77482 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 81294 members 
Mstep: Class 15 contains 30378 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 52482 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 2648 members 
Mstep: Class 28 contains 27079 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84240 members 
Mstep: Class 31 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226408.000000 Penalty: 18977.085938
Iteration 162Q: 32 clusters Score -4.222641e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 18498 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 43705 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42943 members 
Mstep: Class 9 contains 81297 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 11 contains 29082 members 
Mstep: Class 12 contains 77483 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 81213 members 
Mstep: Class 15 contains 30407 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 52548 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 27027 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84285 members 
Mstep: Class 31 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226716.000000 Penalty: 18977.085938
Iteration 163Q: 32 clusters Score -4.222672e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 43723 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42889 members 
Mstep: Class 9 contains 81314 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 28826 members 
Mstep: Class 12 contains 77464 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 81166 members 
Mstep: Class 15 contains 30453 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 3004 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 2410 members 
Mstep: Class 23 contains 52619 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 2734 members 
Mstep: Class 28 contains 26990 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84361 members 
Mstep: Class 31 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226880.000000 Penalty: 18977.085938
Iteration 164Q: 32 clusters Score -4.222688e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 18452 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 43734 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 81308 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 28559 members 
Mstep: Class 12 contains 77440 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 81135 members 
Mstep: Class 15 contains 30492 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 52696 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 2777 members 
Mstep: Class 28 contains 26955 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84436 members 
Mstep: Class 31 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227016.000000 Penalty: 18977.085938
Iteration 165Q: 32 clusters Score -4.222702e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 3674 members 
Mstep: Class 3 contains 18428 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 43738 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42782 members 
Mstep: Class 9 contains 81303 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 28283 members 
Mstep: Class 12 contains 77382 members 
Mstep: Class 13 contains 1223 members 
Mstep: Class 14 contains 81103 members 
Mstep: Class 15 contains 30534 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 52774 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 2847 members 
Mstep: Class 28 contains 26936 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84479 members 
Mstep: Class 31 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227140.000000 Penalty: 18977.085938
Iteration 166Q: 32 clusters Score -4.222714e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 18414 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 43744 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 42711 members 
Mstep: Class 9 contains 81316 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 27992 members 
Mstep: Class 12 contains 77309 members 
Mstep: Class 13 contains 1241 members 
Mstep: Class 14 contains 81101 members 
Mstep: Class 15 contains 30564 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 52883 members 
Mstep: Class 24 contains 2943 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1442 members 
Mstep: Class 27 contains 2911 members 
Mstep: Class 28 contains 26920 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 84498 members 
Mstep: Class 31 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227412.000000 Penalty: 18977.085938
Iteration 167Q: 32 clusters Score -4.222741e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 43750 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42623 members 
Mstep: Class 9 contains 81334 members 
Mstep: Class 10 contains 8654 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 77232 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 81073 members 
Mstep: Class 15 contains 30596 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 3094 members 
Mstep: Class 23 contains 52984 members 
Mstep: Class 24 contains 3016 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1445 members 
Mstep: Class 27 contains 2990 members 
Mstep: Class 28 contains 26921 members 
Mstep: Class 29 contains 307 members 
Mstep: Class 30 contains 84550 members 
Mstep: Class 31 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227688.000000 Penalty: 18977.085938
Iteration 168Q: 32 clusters Score -4.222769e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 18387 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42559 members 
Mstep: Class 9 contains 81357 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 27350 members 
Mstep: Class 12 contains 77192 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 81055 members 
Mstep: Class 15 contains 30613 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 53089 members 
Mstep: Class 24 contains 3082 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1450 members 
Mstep: Class 27 contains 3049 members 
Mstep: Class 28 contains 26905 members 
Mstep: Class 29 contains 308 members 
Mstep: Class 30 contains 84620 members 
Mstep: Class 31 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227816.000000 Penalty: 18977.085938
Iteration 169Q: 32 clusters Score -4.222782e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 18391 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 42529 members 
Mstep: Class 9 contains 81349 members 
Mstep: Class 10 contains 8655 members 
Mstep: Class 11 contains 27037 members 
Mstep: Class 12 contains 77144 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 81028 members 
Mstep: Class 15 contains 30625 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 3466 members 
Mstep: Class 23 contains 53197 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1452 members 
Mstep: Class 27 contains 3101 members 
Mstep: Class 28 contains 26872 members 
Mstep: Class 29 contains 311 members 
Mstep: Class 30 contains 84682 members 
Mstep: Class 31 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228180.000000 Penalty: 18977.085938
Iteration 170Q: 32 clusters Score -4.222818e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 43774 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42499 members 
Mstep: Class 9 contains 81354 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 11 contains 26693 members 
Mstep: Class 12 contains 77083 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 81002 members 
Mstep: Class 15 contains 30642 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2843 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 3670 members 
Mstep: Class 23 contains 53335 members 
Mstep: Class 24 contains 3233 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 26822 members 
Mstep: Class 29 contains 314 members 
Mstep: Class 30 contains 84717 members 
Mstep: Class 31 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228424.000000 Penalty: 18977.085938
Iteration 171Q: 32 clusters Score -4.222842e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 18360 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 42465 members 
Mstep: Class 9 contains 81387 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 26322 members 
Mstep: Class 12 contains 77044 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 80981 members 
Mstep: Class 15 contains 30651 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 3878 members 
Mstep: Class 23 contains 53512 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 26765 members 
Mstep: Class 29 contains 316 members 
Mstep: Class 30 contains 84719 members 
Mstep: Class 31 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228648.000000 Penalty: 18977.085938
Iteration 172Q: 32 clusters Score -4.222865e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 3556 members 
Mstep: Class 3 contains 18346 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 43790 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42431 members 
Mstep: Class 9 contains 81387 members 
Mstep: Class 10 contains 8655 members 
Mstep: Class 11 contains 25964 members 
Mstep: Class 12 contains 77013 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 80977 members 
Mstep: Class 15 contains 30664 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4097 members 
Mstep: Class 23 contains 53663 members 
Mstep: Class 24 contains 3392 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 3233 members 
Mstep: Class 28 contains 26728 members 
Mstep: Class 29 contains 318 members 
Mstep: Class 30 contains 84684 members 
Mstep: Class 31 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228896.000000 Penalty: 18977.085938
Iteration 173Q: 32 clusters Score -4.22289e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 3541 members 
Mstep: Class 3 contains 18358 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 42413 members 
Mstep: Class 9 contains 81358 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 76988 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 80971 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3960 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 53803 members 
Mstep: Class 24 contains 3480 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 26690 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 84621 members 
Mstep: Class 31 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228988.000000 Penalty: 18977.085938
Iteration 174Q: 32 clusters Score -4.222899e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 3517 members 
Mstep: Class 3 contains 18358 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 43817 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 42378 members 
Mstep: Class 9 contains 81360 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 25188 members 
Mstep: Class 12 contains 76987 members 
Mstep: Class 13 contains 1316 members 
Mstep: Class 14 contains 80944 members 
Mstep: Class 15 contains 30693 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 53984 members 
Mstep: Class 24 contains 3565 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 26663 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 84542 members 
Mstep: Class 31 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229156.000000 Penalty: 18977.085938
Iteration 175Q: 32 clusters Score -4.222916e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 18362 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7232 members 
Mstep: Class 6 contains 43829 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 42348 members 
Mstep: Class 9 contains 81370 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 24810 members 
Mstep: Class 12 contains 76998 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 80926 members 
Mstep: Class 15 contains 30708 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 4754 members 
Mstep: Class 23 contains 54123 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 26644 members 
Mstep: Class 29 contains 320 members 
Mstep: Class 30 contains 84469 members 
Mstep: Class 31 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229108.000000 Penalty: 18977.085938
Iteration 176Q: 32 clusters Score -4.222911e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 18383 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 43845 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 42328 members 
Mstep: Class 9 contains 81359 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 76984 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 80908 members 
Mstep: Class 15 contains 30731 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 4962 members 
Mstep: Class 23 contains 54256 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 3354 members 
Mstep: Class 28 contains 26602 members 
Mstep: Class 29 contains 321 members 
Mstep: Class 30 contains 84407 members 
Mstep: Class 31 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229248.000000 Penalty: 18977.085938
Iteration 177Q: 32 clusters Score -4.222925e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 3452 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 43857 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42299 members 
Mstep: Class 9 contains 81350 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 24091 members 
Mstep: Class 12 contains 76947 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 80888 members 
Mstep: Class 15 contains 30757 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 54391 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 3394 members 
Mstep: Class 28 contains 26571 members 
Mstep: Class 29 contains 322 members 
Mstep: Class 30 contains 84331 members 
Mstep: Class 31 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229312.000000 Penalty: 18977.085938
Iteration 178Q: 32 clusters Score -4.222931e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 18428 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 43871 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42277 members 
Mstep: Class 9 contains 81362 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 11 contains 23719 members 
Mstep: Class 12 contains 76927 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 80875 members 
Mstep: Class 15 contains 30779 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 54550 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1480 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 26519 members 
Mstep: Class 29 contains 322 members 
Mstep: Class 30 contains 84251 members 
Mstep: Class 31 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229412.000000 Penalty: 18977.085938
Iteration 179Q: 32 clusters Score -4.222941e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 18449 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 43887 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42257 members 
Mstep: Class 9 contains 81377 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 23375 members 
Mstep: Class 12 contains 76932 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 80829 members 
Mstep: Class 15 contains 30802 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 1477 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5586 members 
Mstep: Class 23 contains 54699 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1489 members 
Mstep: Class 27 contains 3448 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 322 members 
Mstep: Class 30 contains 84197 members 
Mstep: Class 31 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229432.000000 Penalty: 18977.085938
Iteration 180F: 32 clusters Score -4.222943e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 3370 members 
Mstep: Class 3 contains 18449 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 43907 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42252 members 
Mstep: Class 9 contains 81387 members 
Mstep: Class 10 contains 8662 members 
Mstep: Class 11 contains 23004 members 
Mstep: Class 12 contains 76919 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 80801 members 
Mstep: Class 15 contains 30825 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 54840 members 
Mstep: Class 24 contains 3973 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1490 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 26439 members 
Mstep: Class 29 contains 322 members 
Mstep: Class 30 contains 84164 members 
Mstep: Class 31 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229616.000000 Penalty: 18977.085938
Iteration 181Q: 32 clusters Score -4.222962e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 18450 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 43925 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42241 members 
Mstep: Class 9 contains 81395 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 22682 members 
Mstep: Class 12 contains 76876 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 80767 members 
Mstep: Class 15 contains 30851 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 54937 members 
Mstep: Class 24 contains 4036 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1494 members 
Mstep: Class 27 contains 3506 members 
Mstep: Class 28 contains 26380 members 
Mstep: Class 29 contains 322 members 
Mstep: Class 30 contains 84151 members 
Mstep: Class 31 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229816.000000 Penalty: 18977.085938
Iteration 182Q: 32 clusters Score -4.222982e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 18451 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 43933 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42226 members 
Mstep: Class 9 contains 81420 members 
Mstep: Class 10 contains 8667 members 
Mstep: Class 11 contains 22371 members 
Mstep: Class 12 contains 76853 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 80733 members 
Mstep: Class 15 contains 30880 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 6252 members 
Mstep: Class 23 contains 55001 members 
Mstep: Class 24 contains 4098 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1498 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 26320 members 
Mstep: Class 29 contains 322 members 
Mstep: Class 30 contains 84188 members 
Mstep: Class 31 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230088.000000 Penalty: 18977.085938
Iteration 183Q: 32 clusters Score -4.223009e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 18466 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 43943 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42195 members 
Mstep: Class 9 contains 81415 members 
Mstep: Class 10 contains 8668 members 
Mstep: Class 11 contains 22061 members 
Mstep: Class 12 contains 76802 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 80712 members 
Mstep: Class 15 contains 30895 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 6472 members 
Mstep: Class 23 contains 55081 members 
Mstep: Class 24 contains 4158 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1500 members 
Mstep: Class 27 contains 3573 members 
Mstep: Class 28 contains 26273 members 
Mstep: Class 29 contains 323 members 
Mstep: Class 30 contains 84202 members 
Mstep: Class 31 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230204.000000 Penalty: 18977.085938
Iteration 184Q: 32 clusters Score -4.22302e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 43956 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 42177 members 
Mstep: Class 9 contains 81429 members 
Mstep: Class 10 contains 8669 members 
Mstep: Class 11 contains 21751 members 
Mstep: Class 12 contains 76776 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 80673 members 
Mstep: Class 15 contains 30905 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 6713 members 
Mstep: Class 23 contains 55146 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1500 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 26240 members 
Mstep: Class 29 contains 326 members 
Mstep: Class 30 contains 84190 members 
Mstep: Class 31 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230284.000000 Penalty: 18977.085938
Iteration 185Q: 32 clusters Score -4.223028e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 3275 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 43973 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42177 members 
Mstep: Class 9 contains 81460 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 21453 members 
Mstep: Class 12 contains 76751 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 80637 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 55213 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1501 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 26196 members 
Mstep: Class 29 contains 327 members 
Mstep: Class 30 contains 84175 members 
Mstep: Class 31 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230332.000000 Penalty: 18977.085938
Iteration 186Q: 32 clusters Score -4.223033e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 18492 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7261 members 
Mstep: Class 6 contains 43980 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 81476 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 21196 members 
Mstep: Class 12 contains 76749 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 80595 members 
Mstep: Class 15 contains 30926 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 1458 members 
Mstep: Class 19 contains 2518 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 55262 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 26143 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84136 members 
Mstep: Class 31 contains 2779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230624.000000 Penalty: 18977.085938
Iteration 187Q: 32 clusters Score -4.223062e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 43991 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42205 members 
Mstep: Class 9 contains 81499 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 20971 members 
Mstep: Class 12 contains 76761 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80549 members 
Mstep: Class 15 contains 30934 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 55268 members 
Mstep: Class 24 contains 4378 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3672 members 
Mstep: Class 28 contains 26090 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84105 members 
Mstep: Class 31 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230848.000000 Penalty: 18977.085938
Iteration 188Q: 32 clusters Score -4.223085e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 44005 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42250 members 
Mstep: Class 9 contains 81538 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 76745 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80513 members 
Mstep: Class 15 contains 30945 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 55268 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3684 members 
Mstep: Class 28 contains 26004 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84100 members 
Mstep: Class 31 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231088.000000 Penalty: 18977.085938
Iteration 189Q: 32 clusters Score -4.223109e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 42304 members 
Mstep: Class 9 contains 81574 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 20527 members 
Mstep: Class 12 contains 76699 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 80474 members 
Mstep: Class 15 contains 30953 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 8115 members 
Mstep: Class 23 contains 55278 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84112 members 
Mstep: Class 31 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231216.000000 Penalty: 18977.085938
Iteration 190Q: 32 clusters Score -4.223122e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 44025 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42339 members 
Mstep: Class 9 contains 81603 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 20285 members 
Mstep: Class 12 contains 76629 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80411 members 
Mstep: Class 15 contains 30957 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 55303 members 
Mstep: Class 24 contains 4542 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3729 members 
Mstep: Class 28 contains 25868 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84170 members 
Mstep: Class 31 contains 2876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231364.000000 Penalty: 18977.085938
Iteration 191Q: 32 clusters Score -4.223136e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 18476 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 42370 members 
Mstep: Class 9 contains 81626 members 
Mstep: Class 10 contains 8701 members 
Mstep: Class 11 contains 20077 members 
Mstep: Class 12 contains 76556 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 80354 members 
Mstep: Class 15 contains 30975 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 8665 members 
Mstep: Class 23 contains 55283 members 
Mstep: Class 24 contains 4616 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3752 members 
Mstep: Class 28 contains 25821 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84192 members 
Mstep: Class 31 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231660.000000 Penalty: 18977.085938
Iteration 192Q: 32 clusters Score -4.223166e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 18458 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 44037 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 42415 members 
Mstep: Class 9 contains 81674 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 19857 members 
Mstep: Class 12 contains 76496 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 80295 members 
Mstep: Class 15 contains 30980 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8917 members 
Mstep: Class 23 contains 55263 members 
Mstep: Class 24 contains 4679 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3768 members 
Mstep: Class 28 contains 25776 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84234 members 
Mstep: Class 31 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231904.000000 Penalty: 18977.085938
Iteration 193Q: 32 clusters Score -4.22319e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 18411 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 44047 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 42444 members 
Mstep: Class 9 contains 81741 members 
Mstep: Class 10 contains 8722 members 
Mstep: Class 11 contains 19639 members 
Mstep: Class 12 contains 76429 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 80238 members 
Mstep: Class 15 contains 30983 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 466 members 
Mstep: Class 22 contains 9141 members 
Mstep: Class 23 contains 55248 members 
Mstep: Class 24 contains 4753 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3787 members 
Mstep: Class 28 contains 25732 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84288 members 
Mstep: Class 31 contains 2924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231992.000000 Penalty: 18977.085938
Iteration 194Q: 32 clusters Score -4.223199e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 18352 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7211 members 
Mstep: Class 6 contains 44043 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 42478 members 
Mstep: Class 9 contains 81801 members 
Mstep: Class 10 contains 8733 members 
Mstep: Class 11 contains 19439 members 
Mstep: Class 12 contains 76377 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80213 members 
Mstep: Class 15 contains 30999 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 9357 members 
Mstep: Class 23 contains 55192 members 
Mstep: Class 24 contains 4835 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 25692 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 84339 members 
Mstep: Class 31 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232124.000000 Penalty: 18977.085938
Iteration 195Q: 32 clusters Score -4.223212e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 18282 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42531 members 
Mstep: Class 9 contains 81864 members 
Mstep: Class 10 contains 8739 members 
Mstep: Class 11 contains 19274 members 
Mstep: Class 12 contains 76319 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80190 members 
Mstep: Class 15 contains 31013 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 9580 members 
Mstep: Class 23 contains 55110 members 
Mstep: Class 24 contains 4920 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 25642 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 84388 members 
Mstep: Class 31 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232096.000000 Penalty: 18977.085938
Iteration 196Q: 32 clusters Score -4.22321e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 18238 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 7193 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42563 members 
Mstep: Class 9 contains 81915 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 19108 members 
Mstep: Class 12 contains 76269 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80168 members 
Mstep: Class 15 contains 31030 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 9784 members 
Mstep: Class 23 contains 55044 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1504 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 84455 members 
Mstep: Class 31 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232072.000000 Penalty: 18977.085938
Iteration 197Q: 32 clusters Score -4.223207e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 44035 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42576 members 
Mstep: Class 9 contains 81988 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 18924 members 
Mstep: Class 12 contains 76201 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80146 members 
Mstep: Class 15 contains 31046 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3359 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 54980 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1504 members 
Mstep: Class 27 contains 3831 members 
Mstep: Class 28 contains 25595 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 84543 members 
Mstep: Class 31 contains 2967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232172.000000 Penalty: 18977.085938
Iteration 198Q: 32 clusters Score -4.223217e+07 nChanged 1501
Entering ConstructFrom: 
Score: -42232172.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (81311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Entering Unmasked Estep 
Score: -5178913.500000 Penalty: 514.424683
	Iteration 0F: 2 clusters Score -5178914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5128045.000000 Penalty: 1028.849365
	Iteration 0F: 3 clusters Score -5128045 nChanged 39605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5153437.500000 Penalty: 1028.849365
	Iteration 1F: 3 clusters Score -5153438 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5155823.000000 Penalty: 1028.849365
	Iteration 2F: 3 clusters Score -5155823 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5159318.000000 Penalty: 1028.849365
	Iteration 3F: 3 clusters Score -5159318 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5163878.500000 Penalty: 1028.849365
	Iteration 4F: 3 clusters Score -5163878 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5167051.500000 Penalty: 1028.849365
	Iteration 5F: 3 clusters Score -5167052 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -5168115.500000 Penalty: 1028.849365
	Iteration 6Q: 3 clusters Score -5168116 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -5168413.500000 Penalty: 1028.849365
	Iteration 7Q: 3 clusters Score -5168414 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5168562 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5168675.000000 Penalty: 1028.849365
	Iteration 9Q: 3 clusters Score -5168675 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -5168780.500000 Penalty: 1028.849365
	Iteration 10Q: 3 clusters Score -5168780 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -5168930.500000 Penalty: 1028.849365
	Iteration 11Q: 3 clusters Score -5168930 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5169065.500000 Penalty: 1028.849365
	Iteration 12Q: 3 clusters Score -5169066 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5169213.500000 Penalty: 1028.849365
	Iteration 13Q: 3 clusters Score -5169214 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -5169360.000000 Penalty: 1028.849365
	Iteration 14Q: 3 clusters Score -5169360 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -5169494.500000 Penalty: 1028.849365
	Iteration 15Q: 3 clusters Score -5169494 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5169701.500000 Penalty: 1028.849365
	Iteration 16Q: 3 clusters Score -5169702 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5169842.500000 Penalty: 1028.849365
	Iteration 17Q: 3 clusters Score -5169842 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5169967.500000 Penalty: 1028.849365
	Iteration 18Q: 3 clusters Score -5169968 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5170078.000000 Penalty: 1028.849365
	Iteration 19Q: 3 clusters Score -5170078 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5170146.000000 Penalty: 1028.849365
	Iteration 20F: 3 clusters Score -5170146 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5170257.000000 Penalty: 1028.849365
	Iteration 21Q: 3 clusters Score -5170257 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5170384.500000 Penalty: 1028.849365
	Iteration 22Q: 3 clusters Score -5170384 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5170504.000000 Penalty: 1028.849365
	Iteration 23Q: 3 clusters Score -5170504 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5170598.000000 Penalty: 1028.849365
	Iteration 24Q: 3 clusters Score -5170598 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5170692.000000 Penalty: 1028.849365
	Iteration 25Q: 3 clusters Score -5170692 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5170786 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5170847 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5170898 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5170931.500000 Penalty: 1028.849365
	Iteration 29Q: 3 clusters Score -5170932 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5170974 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5171002.500000 Penalty: 1028.849365
	Iteration 31Q: 3 clusters Score -5171002 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5171029.000000 Penalty: 1028.849365
	Iteration 32Q: 3 clusters Score -5171029 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5171055.500000 Penalty: 1028.849365
	Iteration 33Q: 3 clusters Score -5171056 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5171097.500000 Penalty: 1028.849365
	Iteration 34Q: 3 clusters Score -5171098 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5171131.500000 Penalty: 1028.849365
	Iteration 35Q: 3 clusters Score -5171132 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5171194.000000 Penalty: 1028.849365
	Iteration 36Q: 3 clusters Score -5171194 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5171263.000000 Penalty: 1028.849365
	Iteration 37Q: 3 clusters Score -5171263 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5171310.000000 Penalty: 1028.849365
	Iteration 38Q: 3 clusters Score -5171310 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5171373 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -5171395.500000 Penalty: 1028.849365
	Iteration 40F: 3 clusters Score -5171396 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5171399.000000 Penalty: 1028.849365
	Iteration 41Q: 3 clusters Score -5171399 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5171409.500000 Penalty: 1028.849365
	Iteration 42Q: 3 clusters Score -5171410 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -5171417.500000 Penalty: 1028.849365
	Iteration 43Q: 3 clusters Score -5171418 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5171429.500000 Penalty: 1028.849365
	Iteration 44Q: 3 clusters Score -5171430 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -5171453.000000 Penalty: 1028.849365
	Iteration 45Q: 3 clusters Score -5171453 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5171488.500000 Penalty: 1028.849365
	Iteration 46Q: 3 clusters Score -5171488 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5171549.000000 Penalty: 1028.849365
	Iteration 47Q: 3 clusters Score -5171549 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5171559.500000 Penalty: 1028.849365
	Iteration 48Q: 3 clusters Score -5171560 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5171586.500000 Penalty: 1028.849365
	Iteration 49Q: 3 clusters Score -5171586 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5171623.500000 Penalty: 1028.849365
	Iteration 50Q: 3 clusters Score -5171624 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5171620.500000 Penalty: 1028.849365
	Iteration 51Q: 3 clusters Score -5171620 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5171702.000000 Penalty: 1028.849365
	Iteration 52Q: 3 clusters Score -5171702 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5171774 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5171893.000000 Penalty: 1028.849365
	Iteration 54Q: 3 clusters Score -5171893 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5171987 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5172072.500000 Penalty: 1028.849365
	Iteration 56Q: 3 clusters Score -5172072 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -5172214.500000 Penalty: 1028.849365
	Iteration 57Q: 3 clusters Score -5172214 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5172371.500000 Penalty: 1028.849365
	Iteration 58Q: 3 clusters Score -5172372 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5172555.000000 Penalty: 1028.849365
	Iteration 59Q: 3 clusters Score -5172555 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -5172758.000000 Penalty: 1028.849365
	Iteration 60F: 3 clusters Score -5172758 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5172991.000000 Penalty: 1028.849365
	Iteration 61Q: 3 clusters Score -5172991 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -5173271.000000 Penalty: 1028.849365
	Iteration 62Q: 3 clusters Score -5173271 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5173591.500000 Penalty: 1028.849365
	Iteration 63Q: 3 clusters Score -5173592 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5174002.000000 Penalty: 1028.849365
	Iteration 64Q: 3 clusters Score -5174002 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5174402.500000 Penalty: 1028.849365
	Iteration 65Q: 3 clusters Score -5174402 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5174863 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5175361.000000 Penalty: 1028.849365
	Iteration 67Q: 3 clusters Score -5175361 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5175896 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5176426.500000 Penalty: 1028.849365
	Iteration 69Q: 3 clusters Score -5176426 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -5176903.500000 Penalty: 1028.849365
	Iteration 70Q: 3 clusters Score -5176904 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5177335.000000 Penalty: 1028.849365
	Iteration 71Q: 3 clusters Score -5177335 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5177614 nChanged 934
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5177927 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5178114 nChanged 740
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5178239.000000 Penalty: 1028.849365
	Iteration 75Q: 3 clusters Score -5178239 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5178360 nChanged 554
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Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5178430 nChanged 473
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Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5178490 nChanged 427
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Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5178541 nChanged 380
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Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5178578 nChanged 409
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Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5178611 nChanged 376
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Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5178654 nChanged 413
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Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5178652 nChanged 489
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Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5178674 nChanged 492
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Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5178704 nChanged 512
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Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5178698 nChanged 513
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Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5178742 nChanged 559
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 31139 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 54853 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 55440 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 22313 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 60072 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 66579 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67039 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69468 members 
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Mstep: Class 1 contains 69668 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69968 members 
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Mstep: Class 1 contains 70099 members 
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Mstep: Class 1 contains 70254 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 70566 members 
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Mstep: Class 1 contains 70971 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71428 members 
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Mstep: Class 1 contains 71790 members 
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Mstep: Class 1 contains 72984 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5179144 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5179040.000000 Penalty: 1028.849365
	Iteration 181Q: 3 clusters Score -5179040 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5178931.000000 Penalty: 1028.849365
	Iteration 182Q: 3 clusters Score -5178931 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5178809.500000 Penalty: 1028.849365
	Iteration 183Q: 3 clusters Score -5178810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5178797.000000 Penalty: 1028.849365
	Iteration 184Q: 3 clusters Score -5178797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5178810.500000 Penalty: 1028.849365
	Iteration 185Q: 3 clusters Score -5178810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5178762.000000 Penalty: 1028.849365
	Iteration 186Q: 3 clusters Score -5178762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5178747.500000 Penalty: 1028.849365
	Iteration 187Q: 3 clusters Score -5178748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5178746.000000 Penalty: 1028.849365
	Iteration 188Q: 3 clusters Score -5178746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5178736.500000 Penalty: 1028.849365
	Iteration 189Q: 3 clusters Score -5178736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5178743.500000 Penalty: 1028.849365
	Iteration 190Q: 3 clusters Score -5178744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5178750.500000 Penalty: 1028.849365
	Iteration 191Q: 3 clusters Score -5178750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5178765.000000 Penalty: 1028.849365
	Iteration 192Q: 3 clusters Score -5178765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5178772.000000 Penalty: 1028.849365
	Iteration 193Q: 3 clusters Score -5178772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5178761.000000 Penalty: 1028.849365
	Iteration 194Q: 3 clusters Score -5178761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5178744.000000 Penalty: 1028.849365
	Iteration 195Q: 3 clusters Score -5178744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5178751.000000 Penalty: 1028.849365
	Iteration 196Q: 3 clusters Score -5178751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5178740.500000 Penalty: 1028.849365
	Iteration 197Q: 3 clusters Score -5178740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5178740.000000 Penalty: 1028.849365
	Iteration 198Q: 3 clusters Score -5178740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5178742.000000 Penalty: 1028.849365
	Iteration 199Q: 3 clusters Score -5178742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5178753.000000 Penalty: 1028.849365
	Iteration 200F: 3 clusters Score -5178753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5178752.000000 Penalty: 1028.849365
	Iteration 201Q: 3 clusters Score -5178752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5178751.500000 Penalty: 1028.849365
	Iteration 202Q: 3 clusters Score -5178752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5178750.000000 Penalty: 1028.849365
	Iteration 203Q: 3 clusters Score -5178750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5178750.500000 Penalty: 1028.849365
	Iteration 204Q: 3 clusters Score -5178750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5178748.500000 Penalty: 1028.849365
	Iteration 205Q: 3 clusters Score -5178748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5178748.500000 Penalty: 1028.849365
	Iteration 206F: 3 clusters Score -5178748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -183806.734375 Penalty: 363.755768
	Iteration 0F: 2 clusters Score -183806.7 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 1537 members 
Entering Unmasked Estep 
Score: -181770.281250 Penalty: 727.511536
	Iteration 0F: 3 clusters Score -181770.3 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -182568.765625 Penalty: 727.511536
	Iteration 1F: 3 clusters Score -182568.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -182745.765625 Penalty: 727.511536
	Iteration 2F: 3 clusters Score -182745.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -182905.562500 Penalty: 727.511536
	Iteration 3F: 3 clusters Score -182905.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -183033.046875 Penalty: 727.511536
	Iteration 4F: 3 clusters Score -183033 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -183137.531250 Penalty: 727.511536
	Iteration 5Q: 3 clusters Score -183137.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -183229.531250 Penalty: 727.511536
	Iteration 6Q: 3 clusters Score -183229.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -183300.250000 Penalty: 727.511536
	Iteration 7Q: 3 clusters Score -183300.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -183376.750000 Penalty: 727.511536
	Iteration 8Q: 3 clusters Score -183376.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -183425.828125 Penalty: 727.511536
	Iteration 9Q: 3 clusters Score -183425.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -183447.093750 Penalty: 727.511536
	Iteration 10Q: 3 clusters Score -183447.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -183470.921875 Penalty: 727.511536
	Iteration 11Q: 3 clusters Score -183470.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -183487.312500 Penalty: 727.511536
	Iteration 12Q: 3 clusters Score -183487.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -183495.875000 Penalty: 727.511536
	Iteration 13Q: 3 clusters Score -183495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -183504.015625 Penalty: 727.511536
	Iteration 14Q: 3 clusters Score -183504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -183510.062500 Penalty: 727.511536
	Iteration 15Q: 3 clusters Score -183510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -183513.953125 Penalty: 727.511536
	Iteration 16Q: 3 clusters Score -183514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -183517.281250 Penalty: 727.511536
	Iteration 17Q: 3 clusters Score -183517.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -183523.031250 Penalty: 727.511536
	Iteration 18Q: 3 clusters Score -183523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -183526.687500 Penalty: 727.511536
	Iteration 19Q: 3 clusters Score -183526.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -183530.968750 Penalty: 727.511536
	Iteration 20F: 3 clusters Score -183531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -183532.187500 Penalty: 727.511536
	Iteration 21Q: 3 clusters Score -183532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -183532.906250 Penalty: 727.511536
	Iteration 22Q: 3 clusters Score -183532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -183533.203125 Penalty: 727.511536
	Iteration 23Q: 3 clusters Score -183533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -183533.578125 Penalty: 727.511536
	Iteration 24Q: 3 clusters Score -183533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -183534.625000 Penalty: 727.511536
	Iteration 25Q: 3 clusters Score -183534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -183536.562500 Penalty: 727.511536
	Iteration 26Q: 3 clusters Score -183536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -183536.468750 Penalty: 727.511536
	Iteration 27Q: 3 clusters Score -183536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -183536.468750 Penalty: 727.511536
	Iteration 28F: 3 clusters Score -183536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Entering Unmasked Estep 
Score: -1142624.375000 Penalty: 446.024109
	Iteration 0F: 2 clusters Score -1142624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1130583.875000 Penalty: 892.048218
	Iteration 0F: 3 clusters Score -1130584 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1135689.500000 Penalty: 892.048218
	Iteration 1F: 3 clusters Score -1135690 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1136044.375000 Penalty: 892.048218
	Iteration 2Q: 3 clusters Score -1136044 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1136548.875000 Penalty: 892.048218
	Iteration 3F: 3 clusters Score -1136549 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1137324.750000 Penalty: 892.048218
	Iteration 4F: 3 clusters Score -1137325 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1138417.750000 Penalty: 892.048218
	Iteration 5F: 3 clusters Score -1138418 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1139492.125000 Penalty: 892.048218
	Iteration 6F: 3 clusters Score -1139492 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1140398.750000 Penalty: 892.048218
	Iteration 7F: 3 clusters Score -1140399 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1141091.125000 Penalty: 892.048218
	Iteration 8Q: 3 clusters Score -1141091 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1141494.875000 Penalty: 892.048218
	Iteration 9Q: 3 clusters Score -1141495 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1141724.375000 Penalty: 892.048218
	Iteration 10Q: 3 clusters Score -1141724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1141908.750000 Penalty: 892.048218
	Iteration 11Q: 3 clusters Score -1141909 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1142031.875000 Penalty: 892.048218
	Iteration 12Q: 3 clusters Score -1142032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1142116.125000 Penalty: 892.048218
	Iteration 13Q: 3 clusters Score -1142116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1142155.500000 Penalty: 892.048218
	Iteration 14Q: 3 clusters Score -1142156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1142180.375000 Penalty: 892.048218
	Iteration 15Q: 3 clusters Score -1142180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1142204.375000 Penalty: 892.048218
	Iteration 16Q: 3 clusters Score -1142204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1142216.000000 Penalty: 892.048218
	Iteration 17Q: 3 clusters Score -1142216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1142222.125000 Penalty: 892.048218
	Iteration 18Q: 3 clusters Score -1142222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1142232.000000 Penalty: 892.048218
	Iteration 19Q: 3 clusters Score -1142232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1142242.625000 Penalty: 892.048218
	Iteration 20F: 3 clusters Score -1142243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1142249.875000 Penalty: 892.048218
	Iteration 21Q: 3 clusters Score -1142250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1142252.625000 Penalty: 892.048218
	Iteration 22Q: 3 clusters Score -1142253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1142256.500000 Penalty: 892.048218
	Iteration 23Q: 3 clusters Score -1142256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1142264.000000 Penalty: 892.048218
	Iteration 24Q: 3 clusters Score -1142264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1142274.250000 Penalty: 892.048218
	Iteration 25Q: 3 clusters Score -1142274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1142280.875000 Penalty: 892.048218
	Iteration 26Q: 3 clusters Score -1142281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1142286.000000 Penalty: 892.048218
	Iteration 27Q: 3 clusters Score -1142286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1142294.625000 Penalty: 892.048218
	Iteration 28Q: 3 clusters Score -1142295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1142298.000000 Penalty: 892.048218
	Iteration 29Q: 3 clusters Score -1142298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1142301.250000 Penalty: 892.048218
	Iteration 30Q: 3 clusters Score -1142301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1142308.375000 Penalty: 892.048218
	Iteration 31Q: 3 clusters Score -1142308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1142310.750000 Penalty: 892.048218
	Iteration 32Q: 3 clusters Score -1142311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1142312.500000 Penalty: 892.048218
	Iteration 33Q: 3 clusters Score -1142312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1142315.625000 Penalty: 892.048218
	Iteration 34Q: 3 clusters Score -1142316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1142317.250000 Penalty: 892.048218
	Iteration 35Q: 3 clusters Score -1142317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1142316.625000 Penalty: 892.048218
	Iteration 36Q: 3 clusters Score -1142317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1142318.625000 Penalty: 892.048218
	Iteration 37Q: 3 clusters Score -1142319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1142319.125000 Penalty: 892.048218
	Iteration 38Q: 3 clusters Score -1142319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1142318.750000 Penalty: 892.048218
	Iteration 39Q: 3 clusters Score -1142319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1142318.750000 Penalty: 892.048218
	Iteration 40F: 3 clusters Score -1142319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -43851.628906 Penalty: 302.233154
	Iteration 0F: 2 clusters Score -43851.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43219.328125 Penalty: 604.466309
	Iteration 0F: 3 clusters Score -43219.33 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43410.062500 Penalty: 604.466309
	Iteration 1F: 3 clusters Score -43410.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -43469.984375 Penalty: 604.466309
	Iteration 2F: 3 clusters Score -43469.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43512.691406 Penalty: 604.466309
	Iteration 3F: 3 clusters Score -43512.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43545.808594 Penalty: 604.466309
	Iteration 4Q: 3 clusters Score -43545.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43569.621094 Penalty: 604.466309
	Iteration 5Q: 3 clusters Score -43569.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43578.378906 Penalty: 604.466309
	Iteration 6Q: 3 clusters Score -43578.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43582.460938 Penalty: 604.466309
	Iteration 7Q: 3 clusters Score -43582.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43585.324219 Penalty: 604.466309
	Iteration 8Q: 3 clusters Score -43585.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43589.070312 Penalty: 604.466309
	Iteration 9Q: 3 clusters Score -43589.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43590.550781 Penalty: 604.466309
	Iteration 10Q: 3 clusters Score -43590.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43592.398438 Penalty: 604.466309
	Iteration 11Q: 3 clusters Score -43592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43593.687500 Penalty: 604.466309
	Iteration 12Q: 3 clusters Score -43593.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43595.390625 Penalty: 604.466309
	Iteration 13Q: 3 clusters Score -43595.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43599.218750 Penalty: 604.466309
	Iteration 14Q: 3 clusters Score -43599.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43604.031250 Penalty: 604.466309
	Iteration 15Q: 3 clusters Score -43604.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43610.609375 Penalty: 604.466309
	Iteration 16Q: 3 clusters Score -43610.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43618.992188 Penalty: 604.466309
	Iteration 17Q: 3 clusters Score -43618.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -43623.898438 Penalty: 604.466309
	Iteration 18Q: 3 clusters Score -43623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -43628.992188 Penalty: 604.466309
	Iteration 19Q: 3 clusters Score -43628.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -43634.160156 Penalty: 604.466309
	Iteration 20F: 3 clusters Score -43634.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43638.281250 Penalty: 604.466309
	Iteration 21Q: 3 clusters Score -43638.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43641.214844 Penalty: 604.466309
	Iteration 22Q: 3 clusters Score -43641.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43642.996094 Penalty: 604.466309
	Iteration 23Q: 3 clusters Score -43643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43645.292969 Penalty: 604.466309
	Iteration 24Q: 3 clusters Score -43645.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43647.273438 Penalty: 604.466309
	Iteration 25Q: 3 clusters Score -43647.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43650.957031 Penalty: 604.466309
	Iteration 26Q: 3 clusters Score -43650.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -43653.636719 Penalty: 604.466309
	Iteration 27Q: 3 clusters Score -43653.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -43654.839844 Penalty: 604.466309
	Iteration 28Q: 3 clusters Score -43654.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43656.425781 Penalty: 604.466309
	Iteration 29Q: 3 clusters Score -43656.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -43656.953125 Penalty: 604.466309
	Iteration 30Q: 3 clusters Score -43656.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -43657.570312 Penalty: 604.466309
	Iteration 31Q: 3 clusters Score -43657.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -43658.285156 Penalty: 604.466309
	Iteration 32Q: 3 clusters Score -43658.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43658.445312 Penalty: 604.466309
	Iteration 33Q: 3 clusters Score -43658.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43658.984375 Penalty: 604.466309
	Iteration 34Q: 3 clusters Score -43658.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -43659.320312 Penalty: 604.466309
	Iteration 35Q: 3 clusters Score -43659.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -43659.320312 Penalty: 604.466309
	Iteration 36F: 3 clusters Score -43659.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -449793.093750 Penalty: 403.838287
	Iteration 0F: 2 clusters Score -449793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -445003.125000 Penalty: 807.676575
	Iteration 0F: 3 clusters Score -445003.1 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -446903.906250 Penalty: 807.676575
	Iteration 1F: 3 clusters Score -446903.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -447119.187500 Penalty: 807.676575
	Iteration 2F: 3 clusters Score -447119.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -447393.062500 Penalty: 807.676575
	Iteration 3F: 3 clusters Score -447393.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -447722.625000 Penalty: 807.676575
	Iteration 4F: 3 clusters Score -447722.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -448111.656250 Penalty: 807.676575
	Iteration 5F: 3 clusters Score -448111.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -448527.468750 Penalty: 807.676575
	Iteration 6F: 3 clusters Score -448527.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -448869.718750 Penalty: 807.676575
	Iteration 7F: 3 clusters Score -448869.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -449082.968750 Penalty: 807.676575
	Iteration 8F: 3 clusters Score -449083 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -449215.281250 Penalty: 807.676575
	Iteration 9Q: 3 clusters Score -449215.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -449321.812500 Penalty: 807.676575
	Iteration 10Q: 3 clusters Score -449321.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -449415.250000 Penalty: 807.676575
	Iteration 11Q: 3 clusters Score -449415.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -449484.656250 Penalty: 807.676575
	Iteration 12Q: 3 clusters Score -449484.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -449533.156250 Penalty: 807.676575
	Iteration 13Q: 3 clusters Score -449533.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -449554.375000 Penalty: 807.676575
	Iteration 14Q: 3 clusters Score -449554.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -449567.687500 Penalty: 807.676575
	Iteration 15Q: 3 clusters Score -449567.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -449575.625000 Penalty: 807.676575
	Iteration 16Q: 3 clusters Score -449575.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -449581.375000 Penalty: 807.676575
	Iteration 17Q: 3 clusters Score -449581.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -449587.250000 Penalty: 807.676575
	Iteration 18Q: 3 clusters Score -449587.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -449592.531250 Penalty: 807.676575
	Iteration 19Q: 3 clusters Score -449592.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -449595.781250 Penalty: 807.676575
	Iteration 20F: 3 clusters Score -449595.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -449597.562500 Penalty: 807.676575
	Iteration 21Q: 3 clusters Score -449597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -449599.093750 Penalty: 807.676575
	Iteration 22Q: 3 clusters Score -449599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -449600.125000 Penalty: 807.676575
	Iteration 23Q: 3 clusters Score -449600.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -449601.093750 Penalty: 807.676575
	Iteration 24Q: 3 clusters Score -449601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -449602.125000 Penalty: 807.676575
	Iteration 25Q: 3 clusters Score -449602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -449603.000000 Penalty: 807.676575
	Iteration 26Q: 3 clusters Score -449603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -449603.468750 Penalty: 807.676575
	Iteration 27Q: 3 clusters Score -449603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -449605.218750 Penalty: 807.676575
	Iteration 28Q: 3 clusters Score -449605.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -449606.062500 Penalty: 807.676575
	Iteration 29Q: 3 clusters Score -449606.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -449608.406250 Penalty: 807.676575
	Iteration 30Q: 3 clusters Score -449608.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -449608.531250 Penalty: 807.676575
	Iteration 31Q: 3 clusters Score -449608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -449610.687500 Penalty: 807.676575
	Iteration 32Q: 3 clusters Score -449610.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -449610.156250 Penalty: 807.676575
	Iteration 33Q: 3 clusters Score -449610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -449609.843750 Penalty: 807.676575
	Iteration 34Q: 3 clusters Score -449609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -449610.031250 Penalty: 807.676575
	Iteration 35Q: 3 clusters Score -449610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -449612.656250 Penalty: 807.676575
	Iteration 36Q: 3 clusters Score -449612.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -449615.312500 Penalty: 807.676575
	Iteration 37Q: 3 clusters Score -449615.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -449618.750000 Penalty: 807.676575
	Iteration 38Q: 3 clusters Score -449618.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -449621.000000 Penalty: 807.676575
	Iteration 39Q: 3 clusters Score -449621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -449623.968750 Penalty: 807.676575
	Iteration 40F: 3 clusters Score -449624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -449627.250000 Penalty: 807.676575
	Iteration 41Q: 3 clusters Score -449627.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -449631.000000 Penalty: 807.676575
	Iteration 42Q: 3 clusters Score -449631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -449632.625000 Penalty: 807.676575
	Iteration 43Q: 3 clusters Score -449632.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -449635.312500 Penalty: 807.676575
	Iteration 44Q: 3 clusters Score -449635.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -449638.250000 Penalty: 807.676575
	Iteration 45Q: 3 clusters Score -449638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -449641.937500 Penalty: 807.676575
	Iteration 46Q: 3 clusters Score -449641.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -449645.687500 Penalty: 807.676575
	Iteration 47Q: 3 clusters Score -449645.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -449647.812500 Penalty: 807.676575
	Iteration 48Q: 3 clusters Score -449647.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -449649.687500 Penalty: 807.676575
	Iteration 49Q: 3 clusters Score -449649.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -449650.562500 Penalty: 807.676575
	Iteration 50Q: 3 clusters Score -449650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -449650.937500 Penalty: 807.676575
	Iteration 51Q: 3 clusters Score -449650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -449651.781250 Penalty: 807.676575
	Iteration 52Q: 3 clusters Score -449651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -449652.531250 Penalty: 807.676575
	Iteration 53Q: 3 clusters Score -449652.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -449653.593750 Penalty: 807.676575
	Iteration 54Q: 3 clusters Score -449653.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -449654.968750 Penalty: 807.676575
	Iteration 55Q: 3 clusters Score -449655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -449654.906250 Penalty: 807.676575
	Iteration 56Q: 3 clusters Score -449654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -449656.531250 Penalty: 807.676575
	Iteration 57Q: 3 clusters Score -449656.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -449657.875000 Penalty: 807.676575
	Iteration 58Q: 3 clusters Score -449657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -449658.125000 Penalty: 807.676575
	Iteration 59Q: 3 clusters Score -449658.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -449659.531250 Penalty: 807.676575
	Iteration 60F: 3 clusters Score -449659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -449659.968750 Penalty: 807.676575
	Iteration 61Q: 3 clusters Score -449660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -449660.593750 Penalty: 807.676575
	Iteration 62Q: 3 clusters Score -449660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -449660.531250 Penalty: 807.676575
	Iteration 63Q: 3 clusters Score -449660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -449661.468750 Penalty: 807.676575
	Iteration 64Q: 3 clusters Score -449661.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -449661.250000 Penalty: 807.676575
	Iteration 65Q: 3 clusters Score -449661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -449659.937500 Penalty: 807.676575
	Iteration 66Q: 3 clusters Score -449659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -449659.937500 Penalty: 807.676575
	Iteration 67F: 3 clusters Score -449659.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Entering Unmasked Estep 
Score: -2910842.000000 Penalty: 486.511414
	Iteration 0F: 2 clusters Score -2910842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2881995.750000 Penalty: 973.022827
	Iteration 0F: 3 clusters Score -2881996 nChanged 21492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2896247.250000 Penalty: 973.022827
	Iteration 1F: 3 clusters Score -2896247 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2898088.000000 Penalty: 973.022827
	Iteration 2F: 3 clusters Score -2898088 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2900380.000000 Penalty: 973.022827
	Iteration 3F: 3 clusters Score -2900380 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2902416.500000 Penalty: 973.022827
	Iteration 4F: 3 clusters Score -2902416 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2903548.500000 Penalty: 973.022827
	Iteration 5F: 3 clusters Score -2903548 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2904012.000000 Penalty: 973.022827
	Iteration 6Q: 3 clusters Score -2904012 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2904261.750000 Penalty: 973.022827
	Iteration 7Q: 3 clusters Score -2904262 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2904460.500000 Penalty: 973.022827
	Iteration 8Q: 3 clusters Score -2904460 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2904668.250000 Penalty: 973.022827
	Iteration 9Q: 3 clusters Score -2904668 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2904872.250000 Penalty: 973.022827
	Iteration 10Q: 3 clusters Score -2904872 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2905041.000000 Penalty: 973.022827
	Iteration 11Q: 3 clusters Score -2905041 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2905239.750000 Penalty: 973.022827
	Iteration 12Q: 3 clusters Score -2905240 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2905448.500000 Penalty: 973.022827
	Iteration 13Q: 3 clusters Score -2905448 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2905716.000000 Penalty: 973.022827
	Iteration 14Q: 3 clusters Score -2905716 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2905981.000000 Penalty: 973.022827
	Iteration 15Q: 3 clusters Score -2905981 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2906253.500000 Penalty: 973.022827
	Iteration 16Q: 3 clusters Score -2906254 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2906485.000000 Penalty: 973.022827
	Iteration 17Q: 3 clusters Score -2906485 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2906769.750000 Penalty: 973.022827
	Iteration 18Q: 3 clusters Score -2906770 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2907051.000000 Penalty: 973.022827
	Iteration 19Q: 3 clusters Score -2907051 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2907249.500000 Penalty: 973.022827
	Iteration 20F: 3 clusters Score -2907250 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2907553.000000 Penalty: 973.022827
	Iteration 21Q: 3 clusters Score -2907553 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2907710.750000 Penalty: 973.022827
	Iteration 22Q: 3 clusters Score -2907711 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2907999.750000 Penalty: 973.022827
	Iteration 23Q: 3 clusters Score -2908000 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2908370.000000 Penalty: 973.022827
	Iteration 24Q: 3 clusters Score -2908370 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2908762.750000 Penalty: 973.022827
	Iteration 25Q: 3 clusters Score -2908763 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2909054.750000 Penalty: 973.022827
	Iteration 26Q: 3 clusters Score -2909055 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2909461.250000 Penalty: 973.022827
	Iteration 27Q: 3 clusters Score -2909461 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2909731.500000 Penalty: 973.022827
	Iteration 28Q: 3 clusters Score -2909732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2909956.750000 Penalty: 973.022827
	Iteration 29Q: 3 clusters Score -2909957 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2910100.000000 Penalty: 973.022827
	Iteration 30Q: 3 clusters Score -2910100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2910193.250000 Penalty: 973.022827
	Iteration 31Q: 3 clusters Score -2910193 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2910257.500000 Penalty: 973.022827
	Iteration 32Q: 3 clusters Score -2910258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2910300.000000 Penalty: 973.022827
	Iteration 33Q: 3 clusters Score -2910300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2910325.000000 Penalty: 973.022827
	Iteration 34Q: 3 clusters Score -2910325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2910341.500000 Penalty: 973.022827
	Iteration 35Q: 3 clusters Score -2910342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2910342.500000 Penalty: 973.022827
	Iteration 36Q: 3 clusters Score -2910342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2910349.750000 Penalty: 973.022827
	Iteration 37Q: 3 clusters Score -2910350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2910357.500000 Penalty: 973.022827
	Iteration 38Q: 3 clusters Score -2910358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2910362.500000 Penalty: 973.022827
	Iteration 39Q: 3 clusters Score -2910362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -2910367.500000 Penalty: 973.022827
	Iteration 40F: 3 clusters Score -2910368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2910370.500000 Penalty: 973.022827
	Iteration 41Q: 3 clusters Score -2910370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2910372.750000 Penalty: 973.022827
	Iteration 42Q: 3 clusters Score -2910373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2910376.000000 Penalty: 973.022827
	Iteration 43Q: 3 clusters Score -2910376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2910382.250000 Penalty: 973.022827
	Iteration 44Q: 3 clusters Score -2910382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2910384.250000 Penalty: 973.022827
	Iteration 45Q: 3 clusters Score -2910384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2910391.250000 Penalty: 973.022827
	Iteration 46Q: 3 clusters Score -2910391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2910392.750000 Penalty: 973.022827
	Iteration 47Q: 3 clusters Score -2910393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2910394.500000 Penalty: 973.022827
	Iteration 48Q: 3 clusters Score -2910394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2910395.250000 Penalty: 973.022827
	Iteration 49Q: 3 clusters Score -2910395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2910395.250000 Penalty: 973.022827
	Iteration 50F: 3 clusters Score -2910395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Entering Unmasked Estep 
Score: -202553.703125 Penalty: 372.166351
	Iteration 0F: 2 clusters Score -202553.7 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 1750 members 
Entering Unmasked Estep 
Score: -200053.609375 Penalty: 744.332703
	Iteration 0F: 3 clusters Score -200053.6 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -201051.375000 Penalty: 744.332703
	Iteration 1F: 3 clusters Score -201051.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -201270.750000 Penalty: 744.332703
	Iteration 2F: 3 clusters Score -201270.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -201421.625000 Penalty: 744.332703
	Iteration 3F: 3 clusters Score -201421.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -201521.656250 Penalty: 744.332703
	Iteration 4Q: 3 clusters Score -201521.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -201610.031250 Penalty: 744.332703
	Iteration 5Q: 3 clusters Score -201610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -201682.578125 Penalty: 744.332703
	Iteration 6Q: 3 clusters Score -201682.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -201731.265625 Penalty: 744.332703
	Iteration 7Q: 3 clusters Score -201731.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -201764.234375 Penalty: 744.332703
	Iteration 8Q: 3 clusters Score -201764.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -201796.296875 Penalty: 744.332703
	Iteration 9Q: 3 clusters Score -201796.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -201825.859375 Penalty: 744.332703
	Iteration 10Q: 3 clusters Score -201825.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -201853.265625 Penalty: 744.332703
	Iteration 11Q: 3 clusters Score -201853.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -201876.359375 Penalty: 744.332703
	Iteration 12Q: 3 clusters Score -201876.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -201895.812500 Penalty: 744.332703
	Iteration 13Q: 3 clusters Score -201895.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -201912.000000 Penalty: 744.332703
	Iteration 14Q: 3 clusters Score -201912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201924.500000 Penalty: 744.332703
	Iteration 15Q: 3 clusters Score -201924.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -201935.812500 Penalty: 744.332703
	Iteration 16Q: 3 clusters Score -201935.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -201945.656250 Penalty: 744.332703
	Iteration 17Q: 3 clusters Score -201945.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -201958.453125 Penalty: 744.332703
	Iteration 18Q: 3 clusters Score -201958.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -201969.875000 Penalty: 744.332703
	Iteration 19Q: 3 clusters Score -201969.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -201975.562500 Penalty: 744.332703
	Iteration 20F: 3 clusters Score -201975.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201981.125000 Penalty: 744.332703
	Iteration 21Q: 3 clusters Score -201981.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201991.281250 Penalty: 744.332703
	Iteration 22Q: 3 clusters Score -201991.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202007.015625 Penalty: 744.332703
	Iteration 23Q: 3 clusters Score -202007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202029.296875 Penalty: 744.332703
	Iteration 24Q: 3 clusters Score -202029.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -202055.218750 Penalty: 744.332703
	Iteration 25Q: 3 clusters Score -202055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -202083.062500 Penalty: 744.332703
	Iteration 26Q: 3 clusters Score -202083.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -202114.000000 Penalty: 744.332703
	Iteration 27Q: 3 clusters Score -202114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202134.953125 Penalty: 744.332703
	Iteration 28Q: 3 clusters Score -202135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -202147.953125 Penalty: 744.332703
	Iteration 29Q: 3 clusters Score -202148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -202157.593750 Penalty: 744.332703
	Iteration 30Q: 3 clusters Score -202157.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -202170.921875 Penalty: 744.332703
	Iteration 31Q: 3 clusters Score -202170.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -202182.421875 Penalty: 744.332703
	Iteration 32Q: 3 clusters Score -202182.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -202192.265625 Penalty: 744.332703
	Iteration 33Q: 3 clusters Score -202192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202198.171875 Penalty: 744.332703
	Iteration 34Q: 3 clusters Score -202198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -202200.968750 Penalty: 744.332703
	Iteration 35Q: 3 clusters Score -202201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -202202.406250 Penalty: 744.332703
	Iteration 36Q: 3 clusters Score -202202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -202202.656250 Penalty: 744.332703
	Iteration 37Q: 3 clusters Score -202202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -202203.359375 Penalty: 744.332703
	Iteration 38Q: 3 clusters Score -202203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -202203.578125 Penalty: 744.332703
	Iteration 39Q: 3 clusters Score -202203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -202204.078125 Penalty: 744.332703
	Iteration 40F: 3 clusters Score -202204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -202204.359375 Penalty: 744.332703
	Iteration 41Q: 3 clusters Score -202204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -202205.250000 Penalty: 744.332703
	Iteration 42Q: 3 clusters Score -202205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -202206.687500 Penalty: 744.332703
	Iteration 43Q: 3 clusters Score -202206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -202207.406250 Penalty: 744.332703
	Iteration 44Q: 3 clusters Score -202207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -202207.703125 Penalty: 744.332703
	Iteration 45Q: 3 clusters Score -202207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -202208.937500 Penalty: 744.332703
	Iteration 46Q: 3 clusters Score -202208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202209.031250 Penalty: 744.332703
	Iteration 47Q: 3 clusters Score -202209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -202209.468750 Penalty: 744.332703
	Iteration 48Q: 3 clusters Score -202209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202209.625000 Penalty: 744.332703
	Iteration 49Q: 3 clusters Score -202209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202209.625000 Penalty: 744.332703
	Iteration 50F: 3 clusters Score -202209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Entering Unmasked Estep 
Score: -2766648.500000 Penalty: 484.999390
	Iteration 0F: 2 clusters Score -2766648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2738730.500000 Penalty: 969.998779
	Iteration 0F: 3 clusters Score -2738730 nChanged 20593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2752579.500000 Penalty: 969.998779
	Iteration 1F: 3 clusters Score -2752580 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2754613.500000 Penalty: 969.998779
	Iteration 2F: 3 clusters Score -2754614 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2757358.500000 Penalty: 969.998779
	Iteration 3F: 3 clusters Score -2757358 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2760113.750000 Penalty: 969.998779
	Iteration 4F: 3 clusters Score -2760114 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2762039.750000 Penalty: 969.998779
	Iteration 5F: 3 clusters Score -2762040 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2763065.750000 Penalty: 969.998779
	Iteration 6Q: 3 clusters Score -2763066 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2763717.750000 Penalty: 969.998779
	Iteration 7Q: 3 clusters Score -2763718 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2764202.500000 Penalty: 969.998779
	Iteration 8Q: 3 clusters Score -2764202 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2764618.250000 Penalty: 969.998779
	Iteration 9Q: 3 clusters Score -2764618 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2764937.750000 Penalty: 969.998779
	Iteration 10Q: 3 clusters Score -2764938 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2765187.000000 Penalty: 969.998779
	Iteration 11Q: 3 clusters Score -2765187 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2765389.750000 Penalty: 969.998779
	Iteration 12Q: 3 clusters Score -2765390 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2765644.750000 Penalty: 969.998779
	Iteration 13Q: 3 clusters Score -2765645 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2765845.500000 Penalty: 969.998779
	Iteration 14Q: 3 clusters Score -2765846 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2766001.000000 Penalty: 969.998779
	Iteration 15Q: 3 clusters Score -2766001 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2766122.500000 Penalty: 969.998779
	Iteration 16Q: 3 clusters Score -2766122 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2766225.250000 Penalty: 969.998779
	Iteration 17Q: 3 clusters Score -2766225 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2766283.000000 Penalty: 969.998779
	Iteration 18Q: 3 clusters Score -2766283 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2766342.250000 Penalty: 969.998779
	Iteration 19Q: 3 clusters Score -2766342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2766341.250000 Penalty: 969.998779
	Iteration 20F: 3 clusters Score -2766341 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2766364.500000 Penalty: 969.998779
	Iteration 21Q: 3 clusters Score -2766364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2766360.500000 Penalty: 969.998779
	Iteration 22Q: 3 clusters Score -2766360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2766373.750000 Penalty: 969.998779
	Iteration 23Q: 3 clusters Score -2766374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2766384.250000 Penalty: 969.998779
	Iteration 24Q: 3 clusters Score -2766384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2766368.250000 Penalty: 969.998779
	Iteration 25Q: 3 clusters Score -2766368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2766358.500000 Penalty: 969.998779
	Iteration 26Q: 3 clusters Score -2766358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2766358.250000 Penalty: 969.998779
	Iteration 27Q: 3 clusters Score -2766358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2766364.750000 Penalty: 969.998779
	Iteration 28Q: 3 clusters Score -2766365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2766362.750000 Penalty: 969.998779
	Iteration 29Q: 3 clusters Score -2766363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2766371.750000 Penalty: 969.998779
	Iteration 30Q: 3 clusters Score -2766372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2766374.750000 Penalty: 969.998779
	Iteration 31Q: 3 clusters Score -2766375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2766379.250000 Penalty: 969.998779
	Iteration 32Q: 3 clusters Score -2766379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2766386.750000 Penalty: 969.998779
	Iteration 33Q: 3 clusters Score -2766387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2766391.250000 Penalty: 969.998779
	Iteration 34Q: 3 clusters Score -2766391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2766389.750000 Penalty: 969.998779
	Iteration 35Q: 3 clusters Score -2766390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2766388.750000 Penalty: 969.998779
	Iteration 36Q: 3 clusters Score -2766389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2766388.750000 Penalty: 969.998779
	Iteration 37F: 3 clusters Score -2766389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Entering Unmasked Estep 
Score: -5126871.000000 Penalty: 514.844116
	Iteration 0F: 2 clusters Score -5126871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5074306.500000 Penalty: 1029.688232
	Iteration 0F: 3 clusters Score -5074306 nChanged 40002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -5099115.500000 Penalty: 1029.688232
	Iteration 1F: 3 clusters Score -5099116 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5101129.000000 Penalty: 1029.688232
	Iteration 2F: 3 clusters Score -5101129 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5104548.500000 Penalty: 1029.688232
	Iteration 3F: 3 clusters Score -5104548 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5109483.000000 Penalty: 1029.688232
	Iteration 4F: 3 clusters Score -5109483 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5114433.000000 Penalty: 1029.688232
	Iteration 5F: 3 clusters Score -5114433 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5117876.000000 Penalty: 1029.688232
	Iteration 6F: 3 clusters Score -5117876 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -5119907.000000 Penalty: 1029.688232
	Iteration 7Q: 3 clusters Score -5119907 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5121187.000000 Penalty: 1029.688232
	Iteration 8Q: 3 clusters Score -5121187 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -5122254.000000 Penalty: 1029.688232
	Iteration 9Q: 3 clusters Score -5122254 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -5123166.500000 Penalty: 1029.688232
	Iteration 10Q: 3 clusters Score -5123166 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -5124007.500000 Penalty: 1029.688232
	Iteration 11Q: 3 clusters Score -5124008 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -5124899.500000 Penalty: 1029.688232
	Iteration 12Q: 3 clusters Score -5124900 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5125637.500000 Penalty: 1029.688232
	Iteration 13Q: 3 clusters Score -5125638 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5126150.500000 Penalty: 1029.688232
	Iteration 14Q: 3 clusters Score -5126150 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5126542.500000 Penalty: 1029.688232
	Iteration 15Q: 3 clusters Score -5126542 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5126672.000000 Penalty: 1029.688232
	Iteration 16Q: 3 clusters Score -5126672 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5126861.000000 Penalty: 1029.688232
	Iteration 17Q: 3 clusters Score -5126861 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5126839.500000 Penalty: 1029.688232
	Iteration 18Q: 3 clusters Score -5126840 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5126761.500000 Penalty: 1029.688232
	Iteration 19Q: 3 clusters Score -5126762 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5126693.500000 Penalty: 1029.688232
	Iteration 20F: 3 clusters Score -5126694 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5126591.500000 Penalty: 1029.688232
	Iteration 21Q: 3 clusters Score -5126592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5126566.000000 Penalty: 1029.688232
	Iteration 22Q: 3 clusters Score -5126566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5126559.500000 Penalty: 1029.688232
	Iteration 23Q: 3 clusters Score -5126560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5126527.500000 Penalty: 1029.688232
	Iteration 24Q: 3 clusters Score -5126528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5126542.000000 Penalty: 1029.688232
	Iteration 25Q: 3 clusters Score -5126542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5126532.500000 Penalty: 1029.688232
	Iteration 26Q: 3 clusters Score -5126532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5126523.000000 Penalty: 1029.688232
	Iteration 27Q: 3 clusters Score -5126523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5126519.000000 Penalty: 1029.688232
	Iteration 28Q: 3 clusters Score -5126519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5126525.000000 Penalty: 1029.688232
	Iteration 29Q: 3 clusters Score -5126525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5126537.000000 Penalty: 1029.688232
	Iteration 30Q: 3 clusters Score -5126537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5126540.500000 Penalty: 1029.688232
	Iteration 31Q: 3 clusters Score -5126540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5126541.500000 Penalty: 1029.688232
	Iteration 32Q: 3 clusters Score -5126542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5126538.500000 Penalty: 1029.688232
	Iteration 33Q: 3 clusters Score -5126538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5126537.500000 Penalty: 1029.688232
	Iteration 34Q: 3 clusters Score -5126538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5126529.000000 Penalty: 1029.688232
	Iteration 35Q: 3 clusters Score -5126529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5126531.500000 Penalty: 1029.688232
	Iteration 36Q: 3 clusters Score -5126532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5126533.000000 Penalty: 1029.688232
	Iteration 37Q: 3 clusters Score -5126533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5126536.500000 Penalty: 1029.688232
	Iteration 38Q: 3 clusters Score -5126536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5126535.000000 Penalty: 1029.688232
	Iteration 39Q: 3 clusters Score -5126535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5126536.500000 Penalty: 1029.688232
	Iteration 40F: 3 clusters Score -5126536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Entering Unmasked Estep 
Score: -516645.468750 Penalty: 413.020813
	Iteration 0F: 2 clusters Score -516645.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -510787.187500 Penalty: 826.041626
	Iteration 0F: 3 clusters Score -510787.2 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -513271.187500 Penalty: 826.041626
	Iteration 1F: 3 clusters Score -513271.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -513539.625000 Penalty: 826.041626
	Iteration 2F: 3 clusters Score -513539.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -513799.718750 Penalty: 826.041626
	Iteration 3F: 3 clusters Score -513799.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -514093.218750 Penalty: 826.041626
	Iteration 4F: 3 clusters Score -514093.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -514489.687500 Penalty: 826.041626
	Iteration 5F: 3 clusters Score -514489.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -514882.937500 Penalty: 826.041626
	Iteration 6F: 3 clusters Score -514882.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -515114.250000 Penalty: 826.041626
	Iteration 7Q: 3 clusters Score -515114.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -515212.875000 Penalty: 826.041626
	Iteration 8Q: 3 clusters Score -515212.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -515258.468750 Penalty: 826.041626
	Iteration 9Q: 3 clusters Score -515258.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -515292.062500 Penalty: 826.041626
	Iteration 10Q: 3 clusters Score -515292.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -515323.781250 Penalty: 826.041626
	Iteration 11Q: 3 clusters Score -515323.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -515366.312500 Penalty: 826.041626
	Iteration 12Q: 3 clusters Score -515366.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -515428.062500 Penalty: 826.041626
	Iteration 13Q: 3 clusters Score -515428.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -515499.062500 Penalty: 826.041626
	Iteration 14Q: 3 clusters Score -515499.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -515590.500000 Penalty: 826.041626
	Iteration 15Q: 3 clusters Score -515590.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -515731.656250 Penalty: 826.041626
	Iteration 16Q: 3 clusters Score -515731.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -515890.968750 Penalty: 826.041626
	Iteration 17Q: 3 clusters Score -515891 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -516033.125000 Penalty: 826.041626
	Iteration 18Q: 3 clusters Score -516033.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -516127.468750 Penalty: 826.041626
	Iteration 19Q: 3 clusters Score -516127.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -516177.625000 Penalty: 826.041626
	Iteration 20F: 3 clusters Score -516177.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -516209.968750 Penalty: 826.041626
	Iteration 21Q: 3 clusters Score -516210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -516234.093750 Penalty: 826.041626
	Iteration 22Q: 3 clusters Score -516234.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -516248.187500 Penalty: 826.041626
	Iteration 23Q: 3 clusters Score -516248.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -516256.812500 Penalty: 826.041626
	Iteration 24Q: 3 clusters Score -516256.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -516266.250000 Penalty: 826.041626
	Iteration 25Q: 3 clusters Score -516266.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -516273.031250 Penalty: 826.041626
	Iteration 26Q: 3 clusters Score -516273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -516279.312500 Penalty: 826.041626
	Iteration 27Q: 3 clusters Score -516279.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -516281.750000 Penalty: 826.041626
	Iteration 28Q: 3 clusters Score -516281.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -516284.093750 Penalty: 826.041626
	Iteration 29Q: 3 clusters Score -516284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -516286.250000 Penalty: 826.041626
	Iteration 30Q: 3 clusters Score -516286.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -516287.687500 Penalty: 826.041626
	Iteration 31Q: 3 clusters Score -516287.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -516290.656250 Penalty: 826.041626
	Iteration 32Q: 3 clusters Score -516290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -516290.531250 Penalty: 826.041626
	Iteration 33Q: 3 clusters Score -516290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -516291.656250 Penalty: 826.041626
	Iteration 34Q: 3 clusters Score -516291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -516290.343750 Penalty: 826.041626
	Iteration 35Q: 3 clusters Score -516290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -516291.500000 Penalty: 826.041626
	Iteration 36Q: 3 clusters Score -516291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -516291.125000 Penalty: 826.041626
	Iteration 37Q: 3 clusters Score -516291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -516292.593750 Penalty: 826.041626
	Iteration 38Q: 3 clusters Score -516292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -516294.625000 Penalty: 826.041626
	Iteration 39Q: 3 clusters Score -516294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -516294.593750 Penalty: 826.041626
	Iteration 40F: 3 clusters Score -516294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -516295.531250 Penalty: 826.041626
	Iteration 41Q: 3 clusters Score -516295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -516295.968750 Penalty: 826.041626
	Iteration 42Q: 3 clusters Score -516296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -516296.562500 Penalty: 826.041626
	Iteration 43Q: 3 clusters Score -516296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -516297.843750 Penalty: 826.041626
	Iteration 44Q: 3 clusters Score -516297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -516298.250000 Penalty: 826.041626
	Iteration 45Q: 3 clusters Score -516298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -516298.468750 Penalty: 826.041626
	Iteration 46Q: 3 clusters Score -516298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -516298.937500 Penalty: 826.041626
	Iteration 47Q: 3 clusters Score -516298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -516298.781250 Penalty: 826.041626
	Iteration 48Q: 3 clusters Score -516298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -516301.031250 Penalty: 826.041626
	Iteration 49Q: 3 clusters Score -516301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -516300.562500 Penalty: 826.041626
	Iteration 50Q: 3 clusters Score -516300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -516302.250000 Penalty: 826.041626
	Iteration 51Q: 3 clusters Score -516302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -516303.343750 Penalty: 826.041626
	Iteration 52Q: 3 clusters Score -516303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -516303.781250 Penalty: 826.041626
	Iteration 53Q: 3 clusters Score -516303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -516305.187500 Penalty: 826.041626
	Iteration 54Q: 3 clusters Score -516305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -516304.281250 Penalty: 826.041626
	Iteration 55Q: 3 clusters Score -516304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -516303.687500 Penalty: 826.041626
	Iteration 56Q: 3 clusters Score -516303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -516302.875000 Penalty: 826.041626
	Iteration 57Q: 3 clusters Score -516302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -516303.562500 Penalty: 826.041626
	Iteration 58Q: 3 clusters Score -516303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -516303.718750 Penalty: 826.041626
	Iteration 59Q: 3 clusters Score -516303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -516303.781250 Penalty: 826.041626
	Iteration 60F: 3 clusters Score -516303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -516305.937500 Penalty: 826.041626
	Iteration 61Q: 3 clusters Score -516305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -516306.343750 Penalty: 826.041626
	Iteration 62Q: 3 clusters Score -516306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -516305.031250 Penalty: 826.041626
	Iteration 63Q: 3 clusters Score -516305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -516306.875000 Penalty: 826.041626
	Iteration 64Q: 3 clusters Score -516306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -516306.906250 Penalty: 826.041626
	Iteration 65Q: 3 clusters Score -516306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -516306.906250 Penalty: 826.041626
	Iteration 66F: 3 clusters Score -516306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Entering Unmasked Estep 
Score: -1227828.875000 Penalty: 447.684296
	Iteration 0F: 2 clusters Score -1227829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1215210.000000 Penalty: 895.368591
	Iteration 0F: 3 clusters Score -1215210 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1220535.625000 Penalty: 895.368591
	Iteration 1F: 3 clusters Score -1220536 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1221116.625000 Penalty: 895.368591
	Iteration 2F: 3 clusters Score -1221117 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1221876.625000 Penalty: 895.368591
	Iteration 3F: 3 clusters Score -1221877 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1222817.125000 Penalty: 895.368591
	Iteration 4F: 3 clusters Score -1222817 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1223812.875000 Penalty: 895.368591
	Iteration 5F: 3 clusters Score -1223813 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1224643.375000 Penalty: 895.368591
	Iteration 6F: 3 clusters Score -1224643 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1225142.375000 Penalty: 895.368591
	Iteration 7F: 3 clusters Score -1225142 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1225384.875000 Penalty: 895.368591
	Iteration 8Q: 3 clusters Score -1225385 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1225506.250000 Penalty: 895.368591
	Iteration 9Q: 3 clusters Score -1225506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1225592.500000 Penalty: 895.368591
	Iteration 10Q: 3 clusters Score -1225592 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1225651.875000 Penalty: 895.368591
	Iteration 11Q: 3 clusters Score -1225652 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1225706.500000 Penalty: 895.368591
	Iteration 12Q: 3 clusters Score -1225706 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1225767.125000 Penalty: 895.368591
	Iteration 13Q: 3 clusters Score -1225767 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1225832.625000 Penalty: 895.368591
	Iteration 14Q: 3 clusters Score -1225833 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1225894.875000 Penalty: 895.368591
	Iteration 15Q: 3 clusters Score -1225895 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1225961.625000 Penalty: 895.368591
	Iteration 16Q: 3 clusters Score -1225962 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1226013.375000 Penalty: 895.368591
	Iteration 17Q: 3 clusters Score -1226013 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1226059.500000 Penalty: 895.368591
	Iteration 18Q: 3 clusters Score -1226060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1226103.625000 Penalty: 895.368591
	Iteration 19Q: 3 clusters Score -1226104 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1226157.500000 Penalty: 895.368591
	Iteration 20F: 3 clusters Score -1226158 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1226212.000000 Penalty: 895.368591
	Iteration 21Q: 3 clusters Score -1226212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1226269.375000 Penalty: 895.368591
	Iteration 22Q: 3 clusters Score -1226269 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1226327.875000 Penalty: 895.368591
	Iteration 23Q: 3 clusters Score -1226328 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1226390.625000 Penalty: 895.368591
	Iteration 24Q: 3 clusters Score -1226391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1226458.000000 Penalty: 895.368591
	Iteration 25Q: 3 clusters Score -1226458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1226525.500000 Penalty: 895.368591
	Iteration 26Q: 3 clusters Score -1226526 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1226578.375000 Penalty: 895.368591
	Iteration 27Q: 3 clusters Score -1226578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1226631.375000 Penalty: 895.368591
	Iteration 28Q: 3 clusters Score -1226631 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1226702.000000 Penalty: 895.368591
	Iteration 29Q: 3 clusters Score -1226702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1226769.125000 Penalty: 895.368591
	Iteration 30Q: 3 clusters Score -1226769 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1226836.000000 Penalty: 895.368591
	Iteration 31Q: 3 clusters Score -1226836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1226892.625000 Penalty: 895.368591
	Iteration 32Q: 3 clusters Score -1226893 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1226946.125000 Penalty: 895.368591
	Iteration 33Q: 3 clusters Score -1226946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1227009.500000 Penalty: 895.368591
	Iteration 34Q: 3 clusters Score -1227010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1227082.375000 Penalty: 895.368591
	Iteration 35Q: 3 clusters Score -1227082 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1227142.375000 Penalty: 895.368591
	Iteration 36Q: 3 clusters Score -1227142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1227206.250000 Penalty: 895.368591
	Iteration 37Q: 3 clusters Score -1227206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1227265.750000 Penalty: 895.368591
	Iteration 38Q: 3 clusters Score -1227266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1227314.750000 Penalty: 895.368591
	Iteration 39Q: 3 clusters Score -1227315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1227353.875000 Penalty: 895.368591
	Iteration 40F: 3 clusters Score -1227354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1227383.125000 Penalty: 895.368591
	Iteration 41Q: 3 clusters Score -1227383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1227410.375000 Penalty: 895.368591
	Iteration 42Q: 3 clusters Score -1227410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1227426.000000 Penalty: 895.368591
	Iteration 43Q: 3 clusters Score -1227426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1227441.250000 Penalty: 895.368591
	Iteration 44Q: 3 clusters Score -1227441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1227458.125000 Penalty: 895.368591
	Iteration 45Q: 3 clusters Score -1227458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1227463.375000 Penalty: 895.368591
	Iteration 46Q: 3 clusters Score -1227463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1227468.500000 Penalty: 895.368591
	Iteration 47Q: 3 clusters Score -1227468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1227472.625000 Penalty: 895.368591
	Iteration 48Q: 3 clusters Score -1227473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1227475.375000 Penalty: 895.368591
	Iteration 49Q: 3 clusters Score -1227475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1227476.375000 Penalty: 895.368591
	Iteration 50Q: 3 clusters Score -1227476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1227480.875000 Penalty: 895.368591
	Iteration 51Q: 3 clusters Score -1227481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1227482.250000 Penalty: 895.368591
	Iteration 52Q: 3 clusters Score -1227482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1227482.250000 Penalty: 895.368591
	Iteration 53Q: 3 clusters Score -1227482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1227485.875000 Penalty: 895.368591
	Iteration 54Q: 3 clusters Score -1227486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1227486.000000 Penalty: 895.368591
	Iteration 55Q: 3 clusters Score -1227486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1227488.625000 Penalty: 895.368591
	Iteration 56Q: 3 clusters Score -1227489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1227489.125000 Penalty: 895.368591
	Iteration 57Q: 3 clusters Score -1227489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1227491.750000 Penalty: 895.368591
	Iteration 58Q: 3 clusters Score -1227492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1227498.250000 Penalty: 895.368591
	Iteration 59Q: 3 clusters Score -1227498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1227500.250000 Penalty: 895.368591
	Iteration 60F: 3 clusters Score -1227500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1227501.750000 Penalty: 895.368591
	Iteration 61Q: 3 clusters Score -1227502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1227504.500000 Penalty: 895.368591
	Iteration 62Q: 3 clusters Score -1227504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1227505.125000 Penalty: 895.368591
	Iteration 63Q: 3 clusters Score -1227505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1227505.000000 Penalty: 895.368591
	Iteration 64Q: 3 clusters Score -1227505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1227506.375000 Penalty: 895.368591
	Iteration 65Q: 3 clusters Score -1227506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1227507.875000 Penalty: 895.368591
	Iteration 66Q: 3 clusters Score -1227508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1227508.250000 Penalty: 895.368591
	Iteration 67Q: 3 clusters Score -1227508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1227508.250000 Penalty: 895.368591
	Iteration 68F: 3 clusters Score -1227508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -4765874.500000 Penalty: 511.423645
	Iteration 0F: 2 clusters Score -4765874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4715013.000000 Penalty: 1022.847290
	Iteration 0F: 3 clusters Score -4715013 nChanged 37246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4738653.500000 Penalty: 1022.847290
	Iteration 1F: 3 clusters Score -4738654 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4740932.000000 Penalty: 1022.847290
	Iteration 2F: 3 clusters Score -4740932 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4744610.500000 Penalty: 1022.847290
	Iteration 3F: 3 clusters Score -4744610 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4750147.500000 Penalty: 1022.847290
	Iteration 4F: 3 clusters Score -4750148 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4755333.500000 Penalty: 1022.847290
	Iteration 5F: 3 clusters Score -4755334 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4758476.000000 Penalty: 1022.847290
	Iteration 6Q: 3 clusters Score -4758476 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4760243.500000 Penalty: 1022.847290
	Iteration 7Q: 3 clusters Score -4760244 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4761361.500000 Penalty: 1022.847290
	Iteration 8Q: 3 clusters Score -4761362 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -4762262.000000 Penalty: 1022.847290
	Iteration 9Q: 3 clusters Score -4762262 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4762927.500000 Penalty: 1022.847290
	Iteration 10Q: 3 clusters Score -4762928 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4763592.000000 Penalty: 1022.847290
	Iteration 11Q: 3 clusters Score -4763592 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4764162.500000 Penalty: 1022.847290
	Iteration 12Q: 3 clusters Score -4764162 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4764604.000000 Penalty: 1022.847290
	Iteration 13Q: 3 clusters Score -4764604 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4764923.500000 Penalty: 1022.847290
	Iteration 14Q: 3 clusters Score -4764924 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4765122.000000 Penalty: 1022.847290
	Iteration 15Q: 3 clusters Score -4765122 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4765290.000000 Penalty: 1022.847290
	Iteration 16Q: 3 clusters Score -4765290 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4765399.500000 Penalty: 1022.847290
	Iteration 17Q: 3 clusters Score -4765400 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4765516.000000 Penalty: 1022.847290
	Iteration 18Q: 3 clusters Score -4765516 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4765613.000000 Penalty: 1022.847290
	Iteration 19Q: 3 clusters Score -4765613 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4765642.500000 Penalty: 1022.847290
	Iteration 20F: 3 clusters Score -4765642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4765658.500000 Penalty: 1022.847290
	Iteration 21Q: 3 clusters Score -4765658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4765655.500000 Penalty: 1022.847290
	Iteration 22Q: 3 clusters Score -4765656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4765664.000000 Penalty: 1022.847290
	Iteration 23Q: 3 clusters Score -4765664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4765664.500000 Penalty: 1022.847290
	Iteration 24Q: 3 clusters Score -4765664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4765659.000000 Penalty: 1022.847290
	Iteration 25Q: 3 clusters Score -4765659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4765675.000000 Penalty: 1022.847290
	Iteration 26Q: 3 clusters Score -4765675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4765674.500000 Penalty: 1022.847290
	Iteration 27Q: 3 clusters Score -4765674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4765680.000000 Penalty: 1022.847290
	Iteration 28Q: 3 clusters Score -4765680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4765676.500000 Penalty: 1022.847290
	Iteration 29Q: 3 clusters Score -4765676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4765687.000000 Penalty: 1022.847290
	Iteration 30Q: 3 clusters Score -4765687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4765690.000000 Penalty: 1022.847290
	Iteration 31Q: 3 clusters Score -4765690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4765692.500000 Penalty: 1022.847290
	Iteration 32Q: 3 clusters Score -4765692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4765699.500000 Penalty: 1022.847290
	Iteration 33Q: 3 clusters Score -4765700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4765701.000000 Penalty: 1022.847290
	Iteration 34Q: 3 clusters Score -4765701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4765701.000000 Penalty: 1022.847290
	Iteration 35Q: 3 clusters Score -4765701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4765701.000000 Penalty: 1022.847290
	Iteration 36Q: 3 clusters Score -4765701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4765698.500000 Penalty: 1022.847290
	Iteration 37Q: 3 clusters Score -4765698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4765702.000000 Penalty: 1022.847290
	Iteration 38Q: 3 clusters Score -4765702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4765702.500000 Penalty: 1022.847290
	Iteration 39Q: 3 clusters Score -4765702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4765706.500000 Penalty: 1022.847290
	Iteration 40F: 3 clusters Score -4765706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4765708.000000 Penalty: 1022.847290
	Iteration 41Q: 3 clusters Score -4765708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4765704.500000 Penalty: 1022.847290
	Iteration 42Q: 3 clusters Score -4765704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4765703.000000 Penalty: 1022.847290
	Iteration 43Q: 3 clusters Score -4765703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4765702.500000 Penalty: 1022.847290
	Iteration 44Q: 3 clusters Score -4765702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4765699.500000 Penalty: 1022.847290
	Iteration 45Q: 3 clusters Score -4765700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4765710.000000 Penalty: 1022.847290
	Iteration 46Q: 3 clusters Score -4765710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4765710.000000 Penalty: 1022.847290
	Iteration 47Q: 3 clusters Score -4765710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4765716.000000 Penalty: 1022.847290
	Iteration 48Q: 3 clusters Score -4765716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4765726.000000 Penalty: 1022.847290
	Iteration 49Q: 3 clusters Score -4765726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4765727.500000 Penalty: 1022.847290
	Iteration 50Q: 3 clusters Score -4765728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4765722.500000 Penalty: 1022.847290
	Iteration 51Q: 3 clusters Score -4765722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4765727.500000 Penalty: 1022.847290
	Iteration 52Q: 3 clusters Score -4765728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4765728.000000 Penalty: 1022.847290
	Iteration 53Q: 3 clusters Score -4765728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4765730.500000 Penalty: 1022.847290
	Iteration 54Q: 3 clusters Score -4765730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4765732.000000 Penalty: 1022.847290
	Iteration 55Q: 3 clusters Score -4765732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4765732.000000 Penalty: 1022.847290
	Iteration 56Q: 3 clusters Score -4765732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4765731.000000 Penalty: 1022.847290
	Iteration 57Q: 3 clusters Score -4765731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4765731.000000 Penalty: 1022.847290
	Iteration 58Q: 3 clusters Score -4765731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4765733.500000 Penalty: 1022.847290
	Iteration 59Q: 3 clusters Score -4765734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4765742.500000 Penalty: 1022.847290
	Iteration 60F: 3 clusters Score -4765742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4765739.500000 Penalty: 1022.847290
	Iteration 61Q: 3 clusters Score -4765740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4765739.500000 Penalty: 1022.847290
	Iteration 62F: 3 clusters Score -4765740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -86270.906250 Penalty: 327.653290
	Iteration 0F: 2 clusters Score -86270.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -85231.453125 Penalty: 655.306580
	Iteration 0F: 3 clusters Score -85231.45 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -85508.234375 Penalty: 655.306580
	Iteration 1F: 3 clusters Score -85508.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -85560.000000 Penalty: 655.306580
	Iteration 2F: 3 clusters Score -85560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -85597.804688 Penalty: 655.306580
	Iteration 3F: 3 clusters Score -85597.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -85631.960938 Penalty: 655.306580
	Iteration 4Q: 3 clusters Score -85631.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -85664.484375 Penalty: 655.306580
	Iteration 5Q: 3 clusters Score -85664.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85691.335938 Penalty: 655.306580
	Iteration 6Q: 3 clusters Score -85691.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -85720.585938 Penalty: 655.306580
	Iteration 7Q: 3 clusters Score -85720.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -85744.890625 Penalty: 655.306580
	Iteration 8Q: 3 clusters Score -85744.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -85768.093750 Penalty: 655.306580
	Iteration 9Q: 3 clusters Score -85768.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -85796.179688 Penalty: 655.306580
	Iteration 10Q: 3 clusters Score -85796.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -85819.867188 Penalty: 655.306580
	Iteration 11Q: 3 clusters Score -85819.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -85847.101562 Penalty: 655.306580
	Iteration 12Q: 3 clusters Score -85847.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -85866.796875 Penalty: 655.306580
	Iteration 13Q: 3 clusters Score -85866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -85874.515625 Penalty: 655.306580
	Iteration 14Q: 3 clusters Score -85874.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -85879.453125 Penalty: 655.306580
	Iteration 15Q: 3 clusters Score -85879.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -85883.851562 Penalty: 655.306580
	Iteration 16Q: 3 clusters Score -85883.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -85889.984375 Penalty: 655.306580
	Iteration 17Q: 3 clusters Score -85889.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -85900.539062 Penalty: 655.306580
	Iteration 18Q: 3 clusters Score -85900.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -85910.726562 Penalty: 655.306580
	Iteration 19Q: 3 clusters Score -85910.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -85920.882812 Penalty: 655.306580
	Iteration 20F: 3 clusters Score -85920.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -85927.695312 Penalty: 655.306580
	Iteration 21Q: 3 clusters Score -85927.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -85936.007812 Penalty: 655.306580
	Iteration 22Q: 3 clusters Score -85936.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -85943.437500 Penalty: 655.306580
	Iteration 23Q: 3 clusters Score -85943.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -85952.531250 Penalty: 655.306580
	Iteration 24Q: 3 clusters Score -85952.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -85955.960938 Penalty: 655.306580
	Iteration 25Q: 3 clusters Score -85955.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -85956.648438 Penalty: 655.306580
	Iteration 26Q: 3 clusters Score -85956.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -85967.460938 Penalty: 655.306580
	Iteration 27Q: 3 clusters Score -85967.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -85972.296875 Penalty: 655.306580
	Iteration 28Q: 3 clusters Score -85972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -85973.039062 Penalty: 655.306580
	Iteration 29Q: 3 clusters Score -85973.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -85974.328125 Penalty: 655.306580
	Iteration 30Q: 3 clusters Score -85974.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -85974.726562 Penalty: 655.306580
	Iteration 31Q: 3 clusters Score -85974.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -85974.726562 Penalty: 655.306580
	Iteration 32F: 3 clusters Score -85974.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Entering Unmasked Estep 
Score: -4795642.500000 Penalty: 513.761780
	Iteration 0F: 2 clusters Score -4795642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4741945.500000 Penalty: 1027.523560
	Iteration 0F: 3 clusters Score -4741946 nChanged 39317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4764999.500000 Penalty: 1027.523560
	Iteration 1F: 3 clusters Score -4765000 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4766261.000000 Penalty: 1027.523560
	Iteration 2Q: 3 clusters Score -4766261 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4768530.000000 Penalty: 1027.523560
	Iteration 3F: 3 clusters Score -4768530 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4772151.500000 Penalty: 1027.523560
	Iteration 4F: 3 clusters Score -4772152 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4777167.000000 Penalty: 1027.523560
	Iteration 5F: 3 clusters Score -4777167 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4782389.000000 Penalty: 1027.523560
	Iteration 6F: 3 clusters Score -4782389 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4786278.000000 Penalty: 1027.523560
	Iteration 7F: 3 clusters Score -4786278 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4788651.000000 Penalty: 1027.523560
	Iteration 8Q: 3 clusters Score -4788651 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4790026.000000 Penalty: 1027.523560
	Iteration 9Q: 3 clusters Score -4790026 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4791454.500000 Penalty: 1027.523560
	Iteration 10Q: 3 clusters Score -4791454 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4792546.000000 Penalty: 1027.523560
	Iteration 11Q: 3 clusters Score -4792546 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4793479.500000 Penalty: 1027.523560
	Iteration 12Q: 3 clusters Score -4793480 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4794102.500000 Penalty: 1027.523560
	Iteration 13Q: 3 clusters Score -4794102 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4794619.500000 Penalty: 1027.523560
	Iteration 14Q: 3 clusters Score -4794620 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4794894.000000 Penalty: 1027.523560
	Iteration 15Q: 3 clusters Score -4794894 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4795039.500000 Penalty: 1027.523560
	Iteration 16Q: 3 clusters Score -4795040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79818 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4795118.500000 Penalty: 1027.523560
	Iteration 17Q: 3 clusters Score -4795118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4795169.000000 Penalty: 1027.523560
	Iteration 18Q: 3 clusters Score -4795169 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4795198.000000 Penalty: 1027.523560
	Iteration 19Q: 3 clusters Score -4795198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4795218.000000 Penalty: 1027.523560
	Iteration 20F: 3 clusters Score -4795218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4795234.500000 Penalty: 1027.523560
	Iteration 21Q: 3 clusters Score -4795234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4795229.000000 Penalty: 1027.523560
	Iteration 22Q: 3 clusters Score -4795229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4795233.000000 Penalty: 1027.523560
	Iteration 23Q: 3 clusters Score -4795233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4795235.000000 Penalty: 1027.523560
	Iteration 24Q: 3 clusters Score -4795235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4795235.000000 Penalty: 1027.523560
	Iteration 25F: 3 clusters Score -4795235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Entering Unmasked Estep 
Score: -2025213.125000 Penalty: 470.640198
	Iteration 0F: 2 clusters Score -2025213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2004636.375000 Penalty: 941.280396
	Iteration 0F: 3 clusters Score -2004636 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2013676.250000 Penalty: 941.280396
	Iteration 1F: 3 clusters Score -2013676 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2014723.875000 Penalty: 941.280396
	Iteration 2F: 3 clusters Score -2014724 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2016644.625000 Penalty: 941.280396
	Iteration 3F: 3 clusters Score -2016645 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -2019362.000000 Penalty: 941.280396
	Iteration 4F: 3 clusters Score -2019362 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -2021932.750000 Penalty: 941.280396
	Iteration 5F: 3 clusters Score -2021933 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -2023510.500000 Penalty: 941.280396
	Iteration 6F: 3 clusters Score -2023510 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -2024263.500000 Penalty: 941.280396
	Iteration 7Q: 3 clusters Score -2024264 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -2024579.375000 Penalty: 941.280396
	Iteration 8Q: 3 clusters Score -2024579 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -2024724.375000 Penalty: 941.280396
	Iteration 9Q: 3 clusters Score -2024724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -2024801.500000 Penalty: 941.280396
	Iteration 10Q: 3 clusters Score -2024802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -2024827.750000 Penalty: 941.280396
	Iteration 11Q: 3 clusters Score -2024828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -2024851.750000 Penalty: 941.280396
	Iteration 12Q: 3 clusters Score -2024852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -2024867.125000 Penalty: 941.280396
	Iteration 13Q: 3 clusters Score -2024867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -2024878.250000 Penalty: 941.280396
	Iteration 14Q: 3 clusters Score -2024878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -2024883.125000 Penalty: 941.280396
	Iteration 15Q: 3 clusters Score -2024883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -2024887.250000 Penalty: 941.280396
	Iteration 16Q: 3 clusters Score -2024887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -2024895.250000 Penalty: 941.280396
	Iteration 17Q: 3 clusters Score -2024895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -2024895.125000 Penalty: 941.280396
	Iteration 18Q: 3 clusters Score -2024895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -2024896.875000 Penalty: 941.280396
	Iteration 19Q: 3 clusters Score -2024897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2024898.000000 Penalty: 941.280396
	Iteration 20F: 3 clusters Score -2024898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47501.148438 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47501.15 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47867.652344 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47867.65 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47945.953125 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47945.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -47994.347656 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47994.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48027.324219 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -48027.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48051.050781 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -48051.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48064.097656 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48064.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48076.011719 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48076.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48082.117188 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48082.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48086.679688 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48086.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48089.800781 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48091.070312 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48091.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48091.296875 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -48091.464844 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48091.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48092.257812 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48092.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48092.257812 Penalty: 623.361511
	Iteration 15F: 3 clusters Score -48092.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -214724.375000 Penalty: 369.405548
	Iteration 0F: 2 clusters Score -214724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -212362.078125 Penalty: 738.811096
	Iteration 0F: 3 clusters Score -212362.1 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -213200.859375 Penalty: 738.811096
	Iteration 1F: 3 clusters Score -213200.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -213405.531250 Penalty: 738.811096
	Iteration 2F: 3 clusters Score -213405.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -213609.218750 Penalty: 738.811096
	Iteration 3F: 3 clusters Score -213609.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -213830.265625 Penalty: 738.811096
	Iteration 4F: 3 clusters Score -213830.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -214038.093750 Penalty: 738.811096
	Iteration 5F: 3 clusters Score -214038.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -214192.328125 Penalty: 738.811096
	Iteration 6Q: 3 clusters Score -214192.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -214278.937500 Penalty: 738.811096
	Iteration 7Q: 3 clusters Score -214278.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -214336.734375 Penalty: 738.811096
	Iteration 8Q: 3 clusters Score -214336.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -214362.796875 Penalty: 738.811096
	Iteration 9Q: 3 clusters Score -214362.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -214374.218750 Penalty: 738.811096
	Iteration 10Q: 3 clusters Score -214374.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -214383.562500 Penalty: 738.811096
	Iteration 11Q: 3 clusters Score -214383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -214390.812500 Penalty: 738.811096
	Iteration 12Q: 3 clusters Score -214390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -214398.312500 Penalty: 738.811096
	Iteration 13Q: 3 clusters Score -214398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -214404.250000 Penalty: 738.811096
	Iteration 14Q: 3 clusters Score -214404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -214407.796875 Penalty: 738.811096
	Iteration 15Q: 3 clusters Score -214407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -214410.421875 Penalty: 738.811096
	Iteration 16Q: 3 clusters Score -214410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -214412.328125 Penalty: 738.811096
	Iteration 17Q: 3 clusters Score -214412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -214413.968750 Penalty: 738.811096
	Iteration 18Q: 3 clusters Score -214414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -214415.015625 Penalty: 738.811096
	Iteration 19Q: 3 clusters Score -214415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -214416.562500 Penalty: 738.811096
	Iteration 20F: 3 clusters Score -214416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -214417.875000 Penalty: 738.811096
	Iteration 21Q: 3 clusters Score -214417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -214417.875000 Penalty: 738.811096
	Iteration 22F: 3 clusters Score -214417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -77412.656250 Penalty: 330.988800
	Iteration 0F: 2 clusters Score -77412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -76373.007812 Penalty: 661.977600
	Iteration 0F: 3 clusters Score -76373.01 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -76757.929688 Penalty: 661.977600
	Iteration 1F: 3 clusters Score -76757.93 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -76811.914062 Penalty: 661.977600
	Iteration 2F: 3 clusters Score -76811.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76841.398438 Penalty: 661.977600
	Iteration 3F: 3 clusters Score -76841.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -76860.726562 Penalty: 661.977600
	Iteration 4Q: 3 clusters Score -76860.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -76875.976562 Penalty: 661.977600
	Iteration 5Q: 3 clusters Score -76875.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -76894.906250 Penalty: 661.977600
	Iteration 6Q: 3 clusters Score -76894.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -76924.226562 Penalty: 661.977600
	Iteration 7Q: 3 clusters Score -76924.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -76973.468750 Penalty: 661.977600
	Iteration 8Q: 3 clusters Score -76973.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77020.945312 Penalty: 661.977600
	Iteration 9Q: 3 clusters Score -77020.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77046.078125 Penalty: 661.977600
	Iteration 10Q: 3 clusters Score -77046.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77063.164062 Penalty: 661.977600
	Iteration 11Q: 3 clusters Score -77063.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -77080.609375 Penalty: 661.977600
	Iteration 12Q: 3 clusters Score -77080.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -77097.625000 Penalty: 661.977600
	Iteration 13Q: 3 clusters Score -77097.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -77110.070312 Penalty: 661.977600
	Iteration 14Q: 3 clusters Score -77110.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -77115.078125 Penalty: 661.977600
	Iteration 15Q: 3 clusters Score -77115.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -77118.648438 Penalty: 661.977600
	Iteration 16Q: 3 clusters Score -77118.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -77122.960938 Penalty: 661.977600
	Iteration 17Q: 3 clusters Score -77122.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -77128.617188 Penalty: 661.977600
	Iteration 18Q: 3 clusters Score -77128.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -77137.648438 Penalty: 661.977600
	Iteration 19Q: 3 clusters Score -77137.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -77147.281250 Penalty: 661.977600
	Iteration 20F: 3 clusters Score -77147.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -77151.796875 Penalty: 661.977600
	Iteration 21Q: 3 clusters Score -77151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -77158.132812 Penalty: 661.977600
	Iteration 22Q: 3 clusters Score -77158.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -77167.750000 Penalty: 661.977600
	Iteration 23Q: 3 clusters Score -77167.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -77172.843750 Penalty: 661.977600
	Iteration 24Q: 3 clusters Score -77172.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -77178.617188 Penalty: 661.977600
	Iteration 25Q: 3 clusters Score -77178.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -77182.992188 Penalty: 661.977600
	Iteration 26Q: 3 clusters Score -77182.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -77186.359375 Penalty: 661.977600
	Iteration 27Q: 3 clusters Score -77186.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -77191.632812 Penalty: 661.977600
	Iteration 28Q: 3 clusters Score -77191.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -77196.289062 Penalty: 661.977600
	Iteration 29Q: 3 clusters Score -77196.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -77202.382812 Penalty: 661.977600
	Iteration 30Q: 3 clusters Score -77202.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -77206.445312 Penalty: 661.977600
	Iteration 31Q: 3 clusters Score -77206.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -77209.593750 Penalty: 661.977600
	Iteration 32Q: 3 clusters Score -77209.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -77210.617188 Penalty: 661.977600
	Iteration 33Q: 3 clusters Score -77210.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -77210.875000 Penalty: 661.977600
	Iteration 34Q: 3 clusters Score -77210.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -77211.062500 Penalty: 661.977600
	Iteration 35Q: 3 clusters Score -77211.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -77211.062500 Penalty: 661.977600
	Iteration 36F: 3 clusters Score -77211.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -150928.218750 Penalty: 354.589417
	Iteration 0F: 2 clusters Score -150928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -149201.093750 Penalty: 709.178833
	Iteration 0F: 3 clusters Score -149201.1 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -149790.375000 Penalty: 709.178833
	Iteration 1F: 3 clusters Score -149790.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -149896.765625 Penalty: 709.178833
	Iteration 2F: 3 clusters Score -149896.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -149990.656250 Penalty: 709.178833
	Iteration 3F: 3 clusters Score -149990.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -150086.281250 Penalty: 709.178833
	Iteration 4F: 3 clusters Score -150086.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -150167.921875 Penalty: 709.178833
	Iteration 5F: 3 clusters Score -150167.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -150246.593750 Penalty: 709.178833
	Iteration 6Q: 3 clusters Score -150246.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -150343.015625 Penalty: 709.178833
	Iteration 7Q: 3 clusters Score -150343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -150429.406250 Penalty: 709.178833
	Iteration 8Q: 3 clusters Score -150429.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -150487.437500 Penalty: 709.178833
	Iteration 9Q: 3 clusters Score -150487.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -150527.312500 Penalty: 709.178833
	Iteration 10Q: 3 clusters Score -150527.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -150563.062500 Penalty: 709.178833
	Iteration 11Q: 3 clusters Score -150563.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -150597.828125 Penalty: 709.178833
	Iteration 12Q: 3 clusters Score -150597.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -150615.515625 Penalty: 709.178833
	Iteration 13Q: 3 clusters Score -150615.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -150630.062500 Penalty: 709.178833
	Iteration 14Q: 3 clusters Score -150630.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -150637.984375 Penalty: 709.178833
	Iteration 15Q: 3 clusters Score -150638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -150648.406250 Penalty: 709.178833
	Iteration 16Q: 3 clusters Score -150648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -150653.234375 Penalty: 709.178833
	Iteration 17Q: 3 clusters Score -150653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -150654.734375 Penalty: 709.178833
	Iteration 18Q: 3 clusters Score -150654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -150656.359375 Penalty: 709.178833
	Iteration 19Q: 3 clusters Score -150656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -150658.328125 Penalty: 709.178833
	Iteration 20F: 3 clusters Score -150658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -150659.468750 Penalty: 709.178833
	Iteration 21Q: 3 clusters Score -150659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -150660.468750 Penalty: 709.178833
	Iteration 22Q: 3 clusters Score -150660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -150662.671875 Penalty: 709.178833
	Iteration 23Q: 3 clusters Score -150662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -150665.718750 Penalty: 709.178833
	Iteration 24Q: 3 clusters Score -150665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -150665.718750 Penalty: 709.178833
	Iteration 25F: 3 clusters Score -150665.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4777.227539 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4777.228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4838.472168 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4838.472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4859.595215 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -4859.595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4865.582031 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4865.582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4872.239258 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -4872.239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4891.173340 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -4891.173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4894.440918 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -4894.441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4899.889160 Penalty: 434.132324
	Iteration 7Q: 3 clusters Score -4899.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4899.889160 Penalty: 434.132324
	Iteration 8F: 3 clusters Score -4899.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -28664.451172 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -28664.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28177.304688 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -28177.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28295.238281 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -28295.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28327.947266 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -28327.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28348.646484 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -28348.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28357.708984 Penalty: 560.669861
	Iteration 4Q: 3 clusters Score -28357.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28365.617188 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -28365.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28367.736328 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -28367.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28371.111328 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -28371.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28374.445312 Penalty: 560.669861
	Iteration 8Q: 3 clusters Score -28374.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28376.648438 Penalty: 560.669861
	Iteration 9Q: 3 clusters Score -28376.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28377.216797 Penalty: 560.669861
	Iteration 10Q: 3 clusters Score -28377.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28381.009766 Penalty: 560.669861
	Iteration 11Q: 3 clusters Score -28381.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28383.841797 Penalty: 560.669861
	Iteration 12Q: 3 clusters Score -28383.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28385.589844 Penalty: 560.669861
	Iteration 13Q: 3 clusters Score -28385.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28387.609375 Penalty: 560.669861
	Iteration 14Q: 3 clusters Score -28387.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28389.236328 Penalty: 560.669861
	Iteration 15Q: 3 clusters Score -28389.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28389.679688 Penalty: 560.669861
	Iteration 16Q: 3 clusters Score -28389.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28389.828125 Penalty: 560.669861
	Iteration 17Q: 3 clusters Score -28389.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28389.828125 Penalty: 560.669861
	Iteration 18F: 3 clusters Score -28389.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -685966.062500 Penalty: 420.118469
	Iteration 0F: 2 clusters Score -685966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -679086.375000 Penalty: 840.236938
	Iteration 0F: 3 clusters Score -679086.4 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -681931.437500 Penalty: 840.236938
	Iteration 1F: 3 clusters Score -681931.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -682194.187500 Penalty: 840.236938
	Iteration 2F: 3 clusters Score -682194.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -682556.750000 Penalty: 840.236938
	Iteration 3F: 3 clusters Score -682556.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -683084.750000 Penalty: 840.236938
	Iteration 4F: 3 clusters Score -683084.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -683727.687500 Penalty: 840.236938
	Iteration 5F: 3 clusters Score -683727.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -684358.812500 Penalty: 840.236938
	Iteration 6F: 3 clusters Score -684358.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -684857.000000 Penalty: 840.236938
	Iteration 7F: 3 clusters Score -684857 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -685186.437500 Penalty: 840.236938
	Iteration 8Q: 3 clusters Score -685186.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -685386.062500 Penalty: 840.236938
	Iteration 9Q: 3 clusters Score -685386.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -685507.000000 Penalty: 840.236938
	Iteration 10Q: 3 clusters Score -685507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -685549.875000 Penalty: 840.236938
	Iteration 11Q: 3 clusters Score -685549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -685569.312500 Penalty: 840.236938
	Iteration 12Q: 3 clusters Score -685569.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -685589.187500 Penalty: 840.236938
	Iteration 13Q: 3 clusters Score -685589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -685598.125000 Penalty: 840.236938
	Iteration 14Q: 3 clusters Score -685598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -685604.562500 Penalty: 840.236938
	Iteration 15Q: 3 clusters Score -685604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -685605.250000 Penalty: 840.236938
	Iteration 16Q: 3 clusters Score -685605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -685605.250000 Penalty: 840.236938
	Iteration 17F: 3 clusters Score -685605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Entering Unmasked Estep 
Score: -3572769.250000 Penalty: 496.562866
	Iteration 0F: 2 clusters Score -3572769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3537493.500000 Penalty: 993.125732
	Iteration 0F: 3 clusters Score -3537494 nChanged 26621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3554440.250000 Penalty: 993.125732
	Iteration 1F: 3 clusters Score -3554440 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3555783.500000 Penalty: 993.125732
	Iteration 2F: 3 clusters Score -3555784 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3557698.750000 Penalty: 993.125732
	Iteration 3F: 3 clusters Score -3557699 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3560387.250000 Penalty: 993.125732
	Iteration 4F: 3 clusters Score -3560387 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3563579.500000 Penalty: 993.125732
	Iteration 5F: 3 clusters Score -3563580 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3566360.750000 Penalty: 993.125732
	Iteration 6F: 3 clusters Score -3566361 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3568137.500000 Penalty: 993.125732
	Iteration 7Q: 3 clusters Score -3568138 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3569062.750000 Penalty: 993.125732
	Iteration 8Q: 3 clusters Score -3569063 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3569649.000000 Penalty: 993.125732
	Iteration 9Q: 3 clusters Score -3569649 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3570074.750000 Penalty: 993.125732
	Iteration 10Q: 3 clusters Score -3570075 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3570474.000000 Penalty: 993.125732
	Iteration 11Q: 3 clusters Score -3570474 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3570874.250000 Penalty: 993.125732
	Iteration 12Q: 3 clusters Score -3570874 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3571252.500000 Penalty: 993.125732
	Iteration 13Q: 3 clusters Score -3571252 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3571490.750000 Penalty: 993.125732
	Iteration 14Q: 3 clusters Score -3571491 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3571710.750000 Penalty: 993.125732
	Iteration 15Q: 3 clusters Score -3571711 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3571880.750000 Penalty: 993.125732
	Iteration 16Q: 3 clusters Score -3571881 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3572059.750000 Penalty: 993.125732
	Iteration 17Q: 3 clusters Score -3572060 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3572189.250000 Penalty: 993.125732
	Iteration 18Q: 3 clusters Score -3572189 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3572282.250000 Penalty: 993.125732
	Iteration 19Q: 3 clusters Score -3572282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3572339.250000 Penalty: 993.125732
	Iteration 20F: 3 clusters Score -3572339 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3572373.750000 Penalty: 993.125732
	Iteration 21Q: 3 clusters Score -3572374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3572406.000000 Penalty: 993.125732
	Iteration 22Q: 3 clusters Score -3572406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3572435.000000 Penalty: 993.125732
	Iteration 23Q: 3 clusters Score -3572435 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3572452.500000 Penalty: 993.125732
	Iteration 24Q: 3 clusters Score -3572452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3572457.000000 Penalty: 993.125732
	Iteration 25Q: 3 clusters Score -3572457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3572461.250000 Penalty: 993.125732
	Iteration 26Q: 3 clusters Score -3572461 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3572475.500000 Penalty: 993.125732
	Iteration 27Q: 3 clusters Score -3572476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3572481.500000 Penalty: 993.125732
	Iteration 28Q: 3 clusters Score -3572482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3572489.250000 Penalty: 993.125732
	Iteration 29Q: 3 clusters Score -3572489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3572496.000000 Penalty: 993.125732
	Iteration 30Q: 3 clusters Score -3572496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3572495.750000 Penalty: 993.125732
	Iteration 31Q: 3 clusters Score -3572496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3572500.500000 Penalty: 993.125732
	Iteration 32Q: 3 clusters Score -3572500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3572502.500000 Penalty: 993.125732
	Iteration 33Q: 3 clusters Score -3572502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3572509.250000 Penalty: 993.125732
	Iteration 34Q: 3 clusters Score -3572509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3572512.000000 Penalty: 993.125732
	Iteration 35Q: 3 clusters Score -3572512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3572510.000000 Penalty: 993.125732
	Iteration 36Q: 3 clusters Score -3572510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3572510.750000 Penalty: 993.125732
	Iteration 37Q: 3 clusters Score -3572511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3572516.000000 Penalty: 993.125732
	Iteration 38Q: 3 clusters Score -3572516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3572505.750000 Penalty: 993.125732
	Iteration 39Q: 3 clusters Score -3572506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3572505.000000 Penalty: 993.125732
	Iteration 40F: 3 clusters Score -3572505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3572510.500000 Penalty: 993.125732
	Iteration 41Q: 3 clusters Score -3572510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3572510.250000 Penalty: 993.125732
	Iteration 42Q: 3 clusters Score -3572510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3572511.750000 Penalty: 993.125732
	Iteration 43Q: 3 clusters Score -3572512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3572498.750000 Penalty: 993.125732
	Iteration 44Q: 3 clusters Score -3572499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3572498.750000 Penalty: 993.125732
	Iteration 45Q: 3 clusters Score -3572499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3572489.750000 Penalty: 993.125732
	Iteration 46Q: 3 clusters Score -3572490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3572486.500000 Penalty: 993.125732
	Iteration 47Q: 3 clusters Score -3572486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3572484.500000 Penalty: 993.125732
	Iteration 48Q: 3 clusters Score -3572484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3572486.750000 Penalty: 993.125732
	Iteration 49Q: 3 clusters Score -3572487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3572486.500000 Penalty: 993.125732
	Iteration 50Q: 3 clusters Score -3572486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3572486.750000 Penalty: 993.125732
	Iteration 51Q: 3 clusters Score -3572487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3572486.750000 Penalty: 993.125732
	Iteration 52Q: 3 clusters Score -3572487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3572488.750000 Penalty: 993.125732
	Iteration 53Q: 3 clusters Score -3572489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3572495.750000 Penalty: 993.125732
	Iteration 54Q: 3 clusters Score -3572496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3572498.750000 Penalty: 993.125732
	Iteration 55Q: 3 clusters Score -3572499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3572505.000000 Penalty: 993.125732
	Iteration 56Q: 3 clusters Score -3572505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3572504.500000 Penalty: 993.125732
	Iteration 57Q: 3 clusters Score -3572504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3572505.750000 Penalty: 993.125732
	Iteration 58Q: 3 clusters Score -3572506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3572507.250000 Penalty: 993.125732
	Iteration 59Q: 3 clusters Score -3572507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3572509.000000 Penalty: 993.125732
	Iteration 60F: 3 clusters Score -3572509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3572507.750000 Penalty: 993.125732
	Iteration 61Q: 3 clusters Score -3572508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3572510.750000 Penalty: 993.125732
	Iteration 62Q: 3 clusters Score -3572511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3572508.500000 Penalty: 993.125732
	Iteration 63Q: 3 clusters Score -3572508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3572511.500000 Penalty: 993.125732
	Iteration 64Q: 3 clusters Score -3572512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3572506.500000 Penalty: 993.125732
	Iteration 65Q: 3 clusters Score -3572506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3572509.500000 Penalty: 993.125732
	Iteration 66Q: 3 clusters Score -3572510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3572508.750000 Penalty: 993.125732
	Iteration 67Q: 3 clusters Score -3572509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3572521.500000 Penalty: 993.125732
	Iteration 68Q: 3 clusters Score -3572522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3572519.750000 Penalty: 993.125732
	Iteration 69Q: 3 clusters Score -3572520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3572515.000000 Penalty: 993.125732
	Iteration 70Q: 3 clusters Score -3572515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3572515.250000 Penalty: 993.125732
	Iteration 71Q: 3 clusters Score -3572515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3572514.750000 Penalty: 993.125732
	Iteration 72Q: 3 clusters Score -3572515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3572514.750000 Penalty: 993.125732
	Iteration 73Q: 3 clusters Score -3572515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3572513.500000 Penalty: 993.125732
	Iteration 74Q: 3 clusters Score -3572514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3572518.000000 Penalty: 993.125732
	Iteration 75Q: 3 clusters Score -3572518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3572522.250000 Penalty: 993.125732
	Iteration 76Q: 3 clusters Score -3572522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3572532.000000 Penalty: 993.125732
	Iteration 77Q: 3 clusters Score -3572532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3572531.750000 Penalty: 993.125732
	Iteration 78Q: 3 clusters Score -3572532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3572536.000000 Penalty: 993.125732
	Iteration 79Q: 3 clusters Score -3572536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3572533.750000 Penalty: 993.125732
	Iteration 80F: 3 clusters Score -3572534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3572535.250000 Penalty: 993.125732
	Iteration 81Q: 3 clusters Score -3572535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3572532.500000 Penalty: 993.125732
	Iteration 82Q: 3 clusters Score -3572532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3572532.500000 Penalty: 993.125732
	Iteration 83F: 3 clusters Score -3572532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -326538.437500 Penalty: 388.841858
	Iteration 0F: 2 clusters Score -326538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -323020.656250 Penalty: 777.683716
	Iteration 0F: 3 clusters Score -323020.7 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -324344.218750 Penalty: 777.683716
	Iteration 1F: 3 clusters Score -324344.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -324498.656250 Penalty: 777.683716
	Iteration 2F: 3 clusters Score -324498.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -324634.218750 Penalty: 777.683716
	Iteration 3F: 3 clusters Score -324634.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -324770.906250 Penalty: 777.683716
	Iteration 4Q: 3 clusters Score -324770.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -324921.437500 Penalty: 777.683716
	Iteration 5Q: 3 clusters Score -324921.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -325079.343750 Penalty: 777.683716
	Iteration 6F: 3 clusters Score -325079.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -325215.312500 Penalty: 777.683716
	Iteration 7Q: 3 clusters Score -325215.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -325334.000000 Penalty: 777.683716
	Iteration 8Q: 3 clusters Score -325334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -325418.156250 Penalty: 777.683716
	Iteration 9Q: 3 clusters Score -325418.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -325464.281250 Penalty: 777.683716
	Iteration 10Q: 3 clusters Score -325464.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325503.187500 Penalty: 777.683716
	Iteration 11Q: 3 clusters Score -325503.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -325533.093750 Penalty: 777.683716
	Iteration 12Q: 3 clusters Score -325533.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -325565.250000 Penalty: 777.683716
	Iteration 13Q: 3 clusters Score -325565.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -325600.843750 Penalty: 777.683716
	Iteration 14Q: 3 clusters Score -325600.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -325628.781250 Penalty: 777.683716
	Iteration 15Q: 3 clusters Score -325628.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325659.250000 Penalty: 777.683716
	Iteration 16Q: 3 clusters Score -325659.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -325689.281250 Penalty: 777.683716
	Iteration 17Q: 3 clusters Score -325689.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -325714.125000 Penalty: 777.683716
	Iteration 18Q: 3 clusters Score -325714.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -325735.562500 Penalty: 777.683716
	Iteration 19Q: 3 clusters Score -325735.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -325755.500000 Penalty: 777.683716
	Iteration 20F: 3 clusters Score -325755.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -325775.781250 Penalty: 777.683716
	Iteration 21Q: 3 clusters Score -325775.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -325788.187500 Penalty: 777.683716
	Iteration 22Q: 3 clusters Score -325788.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -325796.593750 Penalty: 777.683716
	Iteration 23Q: 3 clusters Score -325796.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -325804.093750 Penalty: 777.683716
	Iteration 24Q: 3 clusters Score -325804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -325811.281250 Penalty: 777.683716
	Iteration 25Q: 3 clusters Score -325811.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325815.156250 Penalty: 777.683716
	Iteration 26Q: 3 clusters Score -325815.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -325818.781250 Penalty: 777.683716
	Iteration 27Q: 3 clusters Score -325818.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -325825.343750 Penalty: 777.683716
	Iteration 28Q: 3 clusters Score -325825.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -325836.781250 Penalty: 777.683716
	Iteration 29Q: 3 clusters Score -325836.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -325847.843750 Penalty: 777.683716
	Iteration 30Q: 3 clusters Score -325847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -325857.906250 Penalty: 777.683716
	Iteration 31Q: 3 clusters Score -325857.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -325873.375000 Penalty: 777.683716
	Iteration 32Q: 3 clusters Score -325873.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -325885.375000 Penalty: 777.683716
	Iteration 33Q: 3 clusters Score -325885.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -325899.687500 Penalty: 777.683716
	Iteration 34Q: 3 clusters Score -325899.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -325915.250000 Penalty: 777.683716
	Iteration 35Q: 3 clusters Score -325915.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -325927.281250 Penalty: 777.683716
	Iteration 36Q: 3 clusters Score -325927.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -325938.718750 Penalty: 777.683716
	Iteration 37Q: 3 clusters Score -325938.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -325944.968750 Penalty: 777.683716
	Iteration 38Q: 3 clusters Score -325945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -325953.468750 Penalty: 777.683716
	Iteration 39Q: 3 clusters Score -325953.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -325958.656250 Penalty: 777.683716
	Iteration 40F: 3 clusters Score -325958.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -325967.031250 Penalty: 777.683716
	Iteration 41Q: 3 clusters Score -325967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -325975.718750 Penalty: 777.683716
	Iteration 42Q: 3 clusters Score -325975.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -325983.468750 Penalty: 777.683716
	Iteration 43Q: 3 clusters Score -325983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -325994.531250 Penalty: 777.683716
	Iteration 44Q: 3 clusters Score -325994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -326002.406250 Penalty: 777.683716
	Iteration 45Q: 3 clusters Score -326002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -326006.406250 Penalty: 777.683716
	Iteration 46Q: 3 clusters Score -326006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -326011.687500 Penalty: 777.683716
	Iteration 47Q: 3 clusters Score -326011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -326019.656250 Penalty: 777.683716
	Iteration 48Q: 3 clusters Score -326019.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -326027.468750 Penalty: 777.683716
	Iteration 49Q: 3 clusters Score -326027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -326034.218750 Penalty: 777.683716
	Iteration 50Q: 3 clusters Score -326034.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -326038.062500 Penalty: 777.683716
	Iteration 51Q: 3 clusters Score -326038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -326044.187500 Penalty: 777.683716
	Iteration 52Q: 3 clusters Score -326044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -326052.593750 Penalty: 777.683716
	Iteration 53Q: 3 clusters Score -326052.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -326058.531250 Penalty: 777.683716
	Iteration 54Q: 3 clusters Score -326058.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -326065.875000 Penalty: 777.683716
	Iteration 55Q: 3 clusters Score -326065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -326071.125000 Penalty: 777.683716
	Iteration 56Q: 3 clusters Score -326071.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -326079.093750 Penalty: 777.683716
	Iteration 57Q: 3 clusters Score -326079.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -326087.406250 Penalty: 777.683716
	Iteration 58Q: 3 clusters Score -326087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -326093.093750 Penalty: 777.683716
	Iteration 59Q: 3 clusters Score -326093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -326096.468750 Penalty: 777.683716
	Iteration 60F: 3 clusters Score -326096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -326100.031250 Penalty: 777.683716
	Iteration 61Q: 3 clusters Score -326100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -326102.343750 Penalty: 777.683716
	Iteration 62Q: 3 clusters Score -326102.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -326106.343750 Penalty: 777.683716
	Iteration 63Q: 3 clusters Score -326106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -326109.468750 Penalty: 777.683716
	Iteration 64Q: 3 clusters Score -326109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -326115.687500 Penalty: 777.683716
	Iteration 65Q: 3 clusters Score -326115.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -326123.343750 Penalty: 777.683716
	Iteration 66Q: 3 clusters Score -326123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -326124.406250 Penalty: 777.683716
	Iteration 67Q: 3 clusters Score -326124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -326124.406250 Penalty: 777.683716
	Iteration 68F: 3 clusters Score -326124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1804.342651 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1804.343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1822.188843 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1822.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1830.446777 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1830.447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1831.737183 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -1831.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1831.737183 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -1831.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -87693.031250 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -87693.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -86546.968750 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -86546.97 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -86863.570312 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -86863.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -86952.500000 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -86952.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87014.898438 Penalty: 665.926758
	Iteration 3F: 3 clusters Score -87014.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87069.742188 Penalty: 665.926758
	Iteration 4F: 3 clusters Score -87069.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -87117.320312 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -87117.32 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -87156.851562 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -87156.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -87187.992188 Penalty: 665.926758
	Iteration 7Q: 3 clusters Score -87187.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -87209.914062 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -87209.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -87225.062500 Penalty: 665.926758
	Iteration 9Q: 3 clusters Score -87225.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -87240.312500 Penalty: 665.926758
	Iteration 10Q: 3 clusters Score -87240.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -87263.601562 Penalty: 665.926758
	Iteration 11Q: 3 clusters Score -87263.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -87287.632812 Penalty: 665.926758
	Iteration 12Q: 3 clusters Score -87287.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -87303.796875 Penalty: 665.926758
	Iteration 13Q: 3 clusters Score -87303.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -87314.085938 Penalty: 665.926758
	Iteration 14Q: 3 clusters Score -87314.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -87319.445312 Penalty: 665.926758
	Iteration 15Q: 3 clusters Score -87319.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -87323.960938 Penalty: 665.926758
	Iteration 16Q: 3 clusters Score -87323.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -87326.101562 Penalty: 665.926758
	Iteration 17Q: 3 clusters Score -87326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -87327.062500 Penalty: 665.926758
	Iteration 18Q: 3 clusters Score -87327.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -87328.445312 Penalty: 665.926758
	Iteration 19Q: 3 clusters Score -87328.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -87330.843750 Penalty: 665.926758
	Iteration 20F: 3 clusters Score -87330.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -87333.023438 Penalty: 665.926758
	Iteration 21Q: 3 clusters Score -87333.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -87335.843750 Penalty: 665.926758
	Iteration 22Q: 3 clusters Score -87335.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -87338.039062 Penalty: 665.926758
	Iteration 23Q: 3 clusters Score -87338.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -87340.484375 Penalty: 665.926758
	Iteration 24Q: 3 clusters Score -87340.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -87341.265625 Penalty: 665.926758
	Iteration 25Q: 3 clusters Score -87341.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -87341.507812 Penalty: 665.926758
	Iteration 26Q: 3 clusters Score -87341.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -87342.218750 Penalty: 665.926758
	Iteration 27Q: 3 clusters Score -87342.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -87342.484375 Penalty: 665.926758
	Iteration 28Q: 3 clusters Score -87342.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -87342.484375 Penalty: 665.926758
	Iteration 29F: 3 clusters Score -87342.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -258758.890625 Penalty: 375.734619
	Iteration 0F: 2 clusters Score -258758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -256132.812500 Penalty: 751.469238
	Iteration 0F: 3 clusters Score -256132.8 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -257141.015625 Penalty: 751.469238
	Iteration 1F: 3 clusters Score -257141 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -257269.671875 Penalty: 751.469238
	Iteration 2F: 3 clusters Score -257269.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -257438.921875 Penalty: 751.469238
	Iteration 3F: 3 clusters Score -257438.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257629.734375 Penalty: 751.469238
	Iteration 4F: 3 clusters Score -257629.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257833.906250 Penalty: 751.469238
	Iteration 5F: 3 clusters Score -257833.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257996.578125 Penalty: 751.469238
	Iteration 6Q: 3 clusters Score -257996.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -258063.390625 Penalty: 751.469238
	Iteration 7Q: 3 clusters Score -258063.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -258110.578125 Penalty: 751.469238
	Iteration 8Q: 3 clusters Score -258110.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -258143.515625 Penalty: 751.469238
	Iteration 9Q: 3 clusters Score -258143.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -258168.031250 Penalty: 751.469238
	Iteration 10Q: 3 clusters Score -258168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -258184.828125 Penalty: 751.469238
	Iteration 11Q: 3 clusters Score -258184.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258199.953125 Penalty: 751.469238
	Iteration 12Q: 3 clusters Score -258200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -258214.031250 Penalty: 751.469238
	Iteration 13Q: 3 clusters Score -258214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -258230.343750 Penalty: 751.469238
	Iteration 14Q: 3 clusters Score -258230.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -258239.562500 Penalty: 751.469238
	Iteration 15Q: 3 clusters Score -258239.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -258246.906250 Penalty: 751.469238
	Iteration 16Q: 3 clusters Score -258246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -258253.250000 Penalty: 751.469238
	Iteration 17Q: 3 clusters Score -258253.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -258259.281250 Penalty: 751.469238
	Iteration 18Q: 3 clusters Score -258259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -258265.093750 Penalty: 751.469238
	Iteration 19Q: 3 clusters Score -258265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -258270.968750 Penalty: 751.469238
	Iteration 20F: 3 clusters Score -258271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -258276.828125 Penalty: 751.469238
	Iteration 21Q: 3 clusters Score -258276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -258280.515625 Penalty: 751.469238
	Iteration 22Q: 3 clusters Score -258280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -258286.968750 Penalty: 751.469238
	Iteration 23Q: 3 clusters Score -258287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -258292.562500 Penalty: 751.469238
	Iteration 24Q: 3 clusters Score -258292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -258296.906250 Penalty: 751.469238
	Iteration 25Q: 3 clusters Score -258296.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -258302.125000 Penalty: 751.469238
	Iteration 26Q: 3 clusters Score -258302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -258307.078125 Penalty: 751.469238
	Iteration 27Q: 3 clusters Score -258307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -258314.375000 Penalty: 751.469238
	Iteration 28Q: 3 clusters Score -258314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -258320.984375 Penalty: 751.469238
	Iteration 29Q: 3 clusters Score -258321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -258327.625000 Penalty: 751.469238
	Iteration 30Q: 3 clusters Score -258327.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -258334.609375 Penalty: 751.469238
	Iteration 31Q: 3 clusters Score -258334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -258338.750000 Penalty: 751.469238
	Iteration 32Q: 3 clusters Score -258338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -258343.203125 Penalty: 751.469238
	Iteration 33Q: 3 clusters Score -258343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -258354.125000 Penalty: 751.469238
	Iteration 34Q: 3 clusters Score -258354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -258359.578125 Penalty: 751.469238
	Iteration 35Q: 3 clusters Score -258359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -258362.953125 Penalty: 751.469238
	Iteration 36Q: 3 clusters Score -258363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -258365.359375 Penalty: 751.469238
	Iteration 37Q: 3 clusters Score -258365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -258367.015625 Penalty: 751.469238
	Iteration 38Q: 3 clusters Score -258367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -258369.000000 Penalty: 751.469238
	Iteration 39Q: 3 clusters Score -258369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -258371.062500 Penalty: 751.469238
	Iteration 40F: 3 clusters Score -258371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -258373.781250 Penalty: 751.469238
	Iteration 41Q: 3 clusters Score -258373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -258377.640625 Penalty: 751.469238
	Iteration 42Q: 3 clusters Score -258377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -258386.140625 Penalty: 751.469238
	Iteration 43Q: 3 clusters Score -258386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -258396.171875 Penalty: 751.469238
	Iteration 44Q: 3 clusters Score -258396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -258399.812500 Penalty: 751.469238
	Iteration 45Q: 3 clusters Score -258399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -258402.656250 Penalty: 751.469238
	Iteration 46Q: 3 clusters Score -258402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -258404.281250 Penalty: 751.469238
	Iteration 47Q: 3 clusters Score -258404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -258404.312500 Penalty: 751.469238
	Iteration 48Q: 3 clusters Score -258404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -258404.312500 Penalty: 751.469238
	Iteration 49F: 3 clusters Score -258404.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Entering Unmasked Estep 
Score: -1673361.375000 Penalty: 461.810577
	Iteration 0F: 2 clusters Score -1673361 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 12745 members 
Entering Unmasked Estep 
Score: -1656195.500000 Penalty: 923.621155
	Iteration 0F: 3 clusters Score -1656196 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1663520.750000 Penalty: 923.621155
	Iteration 1F: 3 clusters Score -1663521 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1664088.125000 Penalty: 923.621155
	Iteration 2Q: 3 clusters Score -1664088 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1665118.250000 Penalty: 923.621155
	Iteration 3F: 3 clusters Score -1665118 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1666751.125000 Penalty: 923.621155
	Iteration 4F: 3 clusters Score -1666751 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1668700.000000 Penalty: 923.621155
	Iteration 5F: 3 clusters Score -1668700 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1670535.500000 Penalty: 923.621155
	Iteration 6F: 3 clusters Score -1670536 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1671792.750000 Penalty: 923.621155
	Iteration 7F: 3 clusters Score -1671793 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1672312.375000 Penalty: 923.621155
	Iteration 8Q: 3 clusters Score -1672312 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1672488.750000 Penalty: 923.621155
	Iteration 9Q: 3 clusters Score -1672489 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1672593.000000 Penalty: 923.621155
	Iteration 10Q: 3 clusters Score -1672593 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1672638.125000 Penalty: 923.621155
	Iteration 11Q: 3 clusters Score -1672638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1672679.875000 Penalty: 923.621155
	Iteration 12Q: 3 clusters Score -1672680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1672699.500000 Penalty: 923.621155
	Iteration 13Q: 3 clusters Score -1672700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1672713.625000 Penalty: 923.621155
	Iteration 14Q: 3 clusters Score -1672714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1672725.375000 Penalty: 923.621155
	Iteration 15Q: 3 clusters Score -1672725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1672730.375000 Penalty: 923.621155
	Iteration 16Q: 3 clusters Score -1672730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1672734.875000 Penalty: 923.621155
	Iteration 17Q: 3 clusters Score -1672735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1672740.000000 Penalty: 923.621155
	Iteration 18Q: 3 clusters Score -1672740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1672750.375000 Penalty: 923.621155
	Iteration 19Q: 3 clusters Score -1672750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1672751.125000 Penalty: 923.621155
	Iteration 20F: 3 clusters Score -1672751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1672763.875000 Penalty: 923.621155
	Iteration 21Q: 3 clusters Score -1672764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1672770.125000 Penalty: 923.621155
	Iteration 22Q: 3 clusters Score -1672770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1672771.375000 Penalty: 923.621155
	Iteration 23Q: 3 clusters Score -1672771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1672782.625000 Penalty: 923.621155
	Iteration 24Q: 3 clusters Score -1672783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1672783.125000 Penalty: 923.621155
	Iteration 25Q: 3 clusters Score -1672783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1672780.250000 Penalty: 923.621155
	Iteration 26Q: 3 clusters Score -1672780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1672784.625000 Penalty: 923.621155
	Iteration 27Q: 3 clusters Score -1672785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1672788.125000 Penalty: 923.621155
	Iteration 28Q: 3 clusters Score -1672788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1672784.375000 Penalty: 923.621155
	Iteration 29Q: 3 clusters Score -1672784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1672789.125000 Penalty: 923.621155
	Iteration 30Q: 3 clusters Score -1672789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1672791.125000 Penalty: 923.621155
	Iteration 31Q: 3 clusters Score -1672791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1672795.625000 Penalty: 923.621155
	Iteration 32Q: 3 clusters Score -1672796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1672799.875000 Penalty: 923.621155
	Iteration 33Q: 3 clusters Score -1672800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1672804.250000 Penalty: 923.621155
	Iteration 34Q: 3 clusters Score -1672804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1672803.500000 Penalty: 923.621155
	Iteration 35Q: 3 clusters Score -1672804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1672810.000000 Penalty: 923.621155
	Iteration 36Q: 3 clusters Score -1672810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1672811.750000 Penalty: 923.621155
	Iteration 37Q: 3 clusters Score -1672812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1672821.500000 Penalty: 923.621155
	Iteration 38Q: 3 clusters Score -1672822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1672827.625000 Penalty: 923.621155
	Iteration 39Q: 3 clusters Score -1672828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1672830.250000 Penalty: 923.621155
	Iteration 40F: 3 clusters Score -1672830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1672828.500000 Penalty: 923.621155
	Iteration 41Q: 3 clusters Score -1672828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1672828.625000 Penalty: 923.621155
	Iteration 42Q: 3 clusters Score -1672829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1672839.875000 Penalty: 923.621155
	Iteration 43Q: 3 clusters Score -1672840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1672846.875000 Penalty: 923.621155
	Iteration 44Q: 3 clusters Score -1672847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1672856.500000 Penalty: 923.621155
	Iteration 45Q: 3 clusters Score -1672856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1672872.000000 Penalty: 923.621155
	Iteration 46Q: 3 clusters Score -1672872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1672882.625000 Penalty: 923.621155
	Iteration 47Q: 3 clusters Score -1672883 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1672892.000000 Penalty: 923.621155
	Iteration 48Q: 3 clusters Score -1672892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1672905.000000 Penalty: 923.621155
	Iteration 49Q: 3 clusters Score -1672905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1672912.000000 Penalty: 923.621155
	Iteration 50Q: 3 clusters Score -1672912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1672917.625000 Penalty: 923.621155
	Iteration 51Q: 3 clusters Score -1672918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1672929.250000 Penalty: 923.621155
	Iteration 52Q: 3 clusters Score -1672929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1672929.625000 Penalty: 923.621155
	Iteration 53Q: 3 clusters Score -1672930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1672941.875000 Penalty: 923.621155
	Iteration 54Q: 3 clusters Score -1672942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1672943.500000 Penalty: 923.621155
	Iteration 55Q: 3 clusters Score -1672944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1672948.750000 Penalty: 923.621155
	Iteration 56Q: 3 clusters Score -1672949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1672958.625000 Penalty: 923.621155
	Iteration 57Q: 3 clusters Score -1672959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1672974.250000 Penalty: 923.621155
	Iteration 58Q: 3 clusters Score -1672974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1672980.375000 Penalty: 923.621155
	Iteration 59Q: 3 clusters Score -1672980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1672985.875000 Penalty: 923.621155
	Iteration 60F: 3 clusters Score -1672986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1672996.625000 Penalty: 923.621155
	Iteration 61Q: 3 clusters Score -1672997 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1673009.375000 Penalty: 923.621155
	Iteration 62Q: 3 clusters Score -1673009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1673016.125000 Penalty: 923.621155
	Iteration 63Q: 3 clusters Score -1673016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1673022.500000 Penalty: 923.621155
	Iteration 64Q: 3 clusters Score -1673022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1673031.875000 Penalty: 923.621155
	Iteration 65Q: 3 clusters Score -1673032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1673045.375000 Penalty: 923.621155
	Iteration 66Q: 3 clusters Score -1673045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1673047.125000 Penalty: 923.621155
	Iteration 67Q: 3 clusters Score -1673047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1673058.250000 Penalty: 923.621155
	Iteration 68Q: 3 clusters Score -1673058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1673067.750000 Penalty: 923.621155
	Iteration 69Q: 3 clusters Score -1673068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1673071.375000 Penalty: 923.621155
	Iteration 70Q: 3 clusters Score -1673071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1673076.625000 Penalty: 923.621155
	Iteration 71Q: 3 clusters Score -1673077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1673081.625000 Penalty: 923.621155
	Iteration 72Q: 3 clusters Score -1673082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1673083.375000 Penalty: 923.621155
	Iteration 73Q: 3 clusters Score -1673083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1673083.500000 Penalty: 923.621155
	Iteration 74Q: 3 clusters Score -1673084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1673082.750000 Penalty: 923.621155
	Iteration 75Q: 3 clusters Score -1673083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1673087.500000 Penalty: 923.621155
	Iteration 76Q: 3 clusters Score -1673088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1673094.250000 Penalty: 923.621155
	Iteration 77Q: 3 clusters Score -1673094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1673100.125000 Penalty: 923.621155
	Iteration 78Q: 3 clusters Score -1673100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1673100.375000 Penalty: 923.621155
	Iteration 79Q: 3 clusters Score -1673100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1673103.625000 Penalty: 923.621155
	Iteration 80F: 3 clusters Score -1673104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1673107.750000 Penalty: 923.621155
	Iteration 81Q: 3 clusters Score -1673108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1673112.375000 Penalty: 923.621155
	Iteration 82Q: 3 clusters Score -1673112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1673110.000000 Penalty: 923.621155
	Iteration 83Q: 3 clusters Score -1673110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1673109.625000 Penalty: 923.621155
	Iteration 84Q: 3 clusters Score -1673110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1673110.750000 Penalty: 923.621155
	Iteration 85Q: 3 clusters Score -1673111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1673109.625000 Penalty: 923.621155
	Iteration 86Q: 3 clusters Score -1673110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1673106.625000 Penalty: 923.621155
	Iteration 87Q: 3 clusters Score -1673107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1673108.375000 Penalty: 923.621155
	Iteration 88Q: 3 clusters Score -1673108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1673108.125000 Penalty: 923.621155
	Iteration 89Q: 3 clusters Score -1673108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1673106.750000 Penalty: 923.621155
	Iteration 90Q: 3 clusters Score -1673107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1673107.375000 Penalty: 923.621155
	Iteration 91Q: 3 clusters Score -1673107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1673107.000000 Penalty: 923.621155
	Iteration 92Q: 3 clusters Score -1673107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1673105.625000 Penalty: 923.621155
	Iteration 93Q: 3 clusters Score -1673106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1673106.125000 Penalty: 923.621155
	Iteration 94Q: 3 clusters Score -1673106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1673106.125000 Penalty: 923.621155
	Iteration 95F: 3 clusters Score -1673106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18434.404297 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -18434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18061.376953 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -18061.38 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18147.169922 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -18147.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18164.169922 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -18164.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18171.666016 Penalty: 527.441223
	Iteration 3Q: 3 clusters Score -18171.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18174.847656 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -18174.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18177.947266 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -18177.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18185.093750 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -18185.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18194.070312 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -18194.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18195.298828 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -18195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18196.175781 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -18196.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18196.175781 Penalty: 527.441223
	Iteration 10F: 3 clusters Score -18196.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (84638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Entering Unmasked Estep 
Score: -5324705.000000 Penalty: 516.249329
	Iteration 0F: 2 clusters Score -5324705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5269156.000000 Penalty: 1032.498657
	Iteration 0F: 3 clusters Score -5269156 nChanged 41220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5293991.000000 Penalty: 1032.498657
	Iteration 1F: 3 clusters Score -5293991 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5295347.500000 Penalty: 1032.498657
	Iteration 2Q: 3 clusters Score -5295348 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5297523.000000 Penalty: 1032.498657
	Iteration 3Q: 3 clusters Score -5297523 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5301370.500000 Penalty: 1032.498657
	Iteration 4F: 3 clusters Score -5301370 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5307026.000000 Penalty: 1032.498657
	Iteration 5F: 3 clusters Score -5307026 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5312341.000000 Penalty: 1032.498657
	Iteration 6F: 3 clusters Score -5312341 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5315103.000000 Penalty: 1032.498657
	Iteration 7F: 3 clusters Score -5315103 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5316314.500000 Penalty: 1032.498657
	Iteration 8Q: 3 clusters Score -5316314 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5317031.500000 Penalty: 1032.498657
	Iteration 9Q: 3 clusters Score -5317032 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5317768.000000 Penalty: 1032.498657
	Iteration 10Q: 3 clusters Score -5317768 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5318545.500000 Penalty: 1032.498657
	Iteration 11Q: 3 clusters Score -5318546 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5319307.000000 Penalty: 1032.498657
	Iteration 12Q: 3 clusters Score -5319307 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5320095.000000 Penalty: 1032.498657
	Iteration 13Q: 3 clusters Score -5320095 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5320751.500000 Penalty: 1032.498657
	Iteration 14Q: 3 clusters Score -5320752 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -5321313.000000 Penalty: 1032.498657
	Iteration 15Q: 3 clusters Score -5321313 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5321602 nChanged 1118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5321868 nChanged 984
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Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5321991 nChanged 859
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Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5322072 nChanged 855
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Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5322178 nChanged 898
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Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5322320 nChanged 812
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Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5322412 nChanged 792
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Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5322488 nChanged 838
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Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5322571 nChanged 822
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Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5322640 nChanged 822
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Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5322725 nChanged 815
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Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5322839 nChanged 825
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Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5322896 nChanged 826
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Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5322958 nChanged 900
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Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5323052 nChanged 847
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Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5323184 nChanged 930
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Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5323308 nChanged 908
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Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5323458 nChanged 816
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Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5323568 nChanged 763
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Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5323606 nChanged 724
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Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5323702 nChanged 684
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Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5323776 nChanged 645
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Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5323868 nChanged 607
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Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5323920 nChanged 593
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Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5323968 nChanged 523
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Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5324010 nChanged 504
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Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5324114 nChanged 496
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5324151 nChanged 545
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5324204 nChanged 495
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5324234 nChanged 551
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	Iteration 47Q: 3 clusters Score -5324291 nChanged 532
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5324348 nChanged 493
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5324624 nChanged 452
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5324845 nChanged 367
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	Iteration 53Q: 3 clusters Score -5325074 nChanged 268
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5325206 nChanged 204
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	Iteration 59Q: 3 clusters Score -5325220 nChanged 186
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	Iteration 60F: 3 clusters Score -5325222 nChanged 171
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	Iteration 61Q: 3 clusters Score -5325216 nChanged 171
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	Iteration 62Q: 3 clusters Score -5325208 nChanged 162
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	Iteration 63Q: 3 clusters Score -5325204 nChanged 148
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	Iteration 64Q: 3 clusters Score -5325186 nChanged 141
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	Iteration 65Q: 3 clusters Score -5325192 nChanged 121
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	Iteration 66Q: 3 clusters Score -5325188 nChanged 118
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	Iteration 67Q: 3 clusters Score -5325172 nChanged 110
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	Iteration 68Q: 3 clusters Score -5325170 nChanged 117
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	Iteration 69Q: 3 clusters Score -5325145 nChanged 113
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	Iteration 70Q: 3 clusters Score -5325113 nChanged 123
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	Iteration 71Q: 3 clusters Score -5325108 nChanged 130
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	Iteration 72Q: 3 clusters Score -5325112 nChanged 117
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	Iteration 73Q: 3 clusters Score -5325108 nChanged 110
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	Iteration 75Q: 3 clusters Score -5325102 nChanged 90
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	Iteration 78Q: 3 clusters Score -5325082 nChanged 77
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	Iteration 79Q: 3 clusters Score -5325072 nChanged 78
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	Iteration 80F: 3 clusters Score -5325081 nChanged 82
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	Iteration 82Q: 3 clusters Score -5325048 nChanged 65
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	Iteration 83Q: 3 clusters Score -5325042 nChanged 69
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	Iteration 84Q: 3 clusters Score -5325024 nChanged 64
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5324981 nChanged 49
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5324942 nChanged 37
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5324935 nChanged 39
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	Iteration 91Q: 3 clusters Score -5324952 nChanged 42
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	Iteration 93Q: 3 clusters Score -5324925 nChanged 36
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	Iteration 94Q: 3 clusters Score -5324901 nChanged 31
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	Iteration 96Q: 3 clusters Score -5324902 nChanged 34
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	Iteration 97Q: 3 clusters Score -5324899 nChanged 35
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	Iteration 98Q: 3 clusters Score -5324877 nChanged 36
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	Iteration 100F: 3 clusters Score -5324870 nChanged 25
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	Iteration 101Q: 3 clusters Score -5324867 nChanged 29
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	Iteration 102Q: 3 clusters Score -5324864 nChanged 34
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	Iteration 103Q: 3 clusters Score -5324864 nChanged 42
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	Iteration 104Q: 3 clusters Score -5324865 nChanged 35
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	Iteration 105Q: 3 clusters Score -5324856 nChanged 35
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	Iteration 106Q: 3 clusters Score -5324852 nChanged 38
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	Iteration 107Q: 3 clusters Score -5324840 nChanged 42
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	Iteration 108Q: 3 clusters Score -5324850 nChanged 32
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Score: -5324852.500000 Penalty: 1032.498657
	Iteration 109Q: 3 clusters Score -5324852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5324861.500000 Penalty: 1032.498657
	Iteration 110Q: 3 clusters Score -5324862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5324855.500000 Penalty: 1032.498657
	Iteration 111Q: 3 clusters Score -5324856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5324841.000000 Penalty: 1032.498657
	Iteration 112Q: 3 clusters Score -5324841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5324846.000000 Penalty: 1032.498657
	Iteration 113Q: 3 clusters Score -5324846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -5324834.500000 Penalty: 1032.498657
	Iteration 114Q: 3 clusters Score -5324834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5324842.000000 Penalty: 1032.498657
	Iteration 115Q: 3 clusters Score -5324842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5324837.500000 Penalty: 1032.498657
	Iteration 116Q: 3 clusters Score -5324838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5324836.500000 Penalty: 1032.498657
	Iteration 117Q: 3 clusters Score -5324836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5324826.500000 Penalty: 1032.498657
	Iteration 118Q: 3 clusters Score -5324826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5324816.500000 Penalty: 1032.498657
	Iteration 119Q: 3 clusters Score -5324816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5324814.500000 Penalty: 1032.498657
	Iteration 120F: 3 clusters Score -5324814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5324819.500000 Penalty: 1032.498657
	Iteration 121Q: 3 clusters Score -5324820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5324815.500000 Penalty: 1032.498657
	Iteration 122Q: 3 clusters Score -5324816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5324817.500000 Penalty: 1032.498657
	Iteration 123Q: 3 clusters Score -5324818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5324807.000000 Penalty: 1032.498657
	Iteration 124Q: 3 clusters Score -5324807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5324817.000000 Penalty: 1032.498657
	Iteration 125Q: 3 clusters Score -5324817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5324812.500000 Penalty: 1032.498657
	Iteration 126Q: 3 clusters Score -5324812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5324816.000000 Penalty: 1032.498657
	Iteration 127Q: 3 clusters Score -5324816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5324807.000000 Penalty: 1032.498657
	Iteration 128Q: 3 clusters Score -5324807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5324809.000000 Penalty: 1032.498657
	Iteration 129Q: 3 clusters Score -5324809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5324804.000000 Penalty: 1032.498657
	Iteration 130Q: 3 clusters Score -5324804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5324805.500000 Penalty: 1032.498657
	Iteration 131Q: 3 clusters Score -5324806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5324799.000000 Penalty: 1032.498657
	Iteration 132Q: 3 clusters Score -5324799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5324792.000000 Penalty: 1032.498657
	Iteration 133Q: 3 clusters Score -5324792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5324780.500000 Penalty: 1032.498657
	Iteration 134Q: 3 clusters Score -5324780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5324771.000000 Penalty: 1032.498657
	Iteration 135Q: 3 clusters Score -5324771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -5324761.500000 Penalty: 1032.498657
	Iteration 136Q: 3 clusters Score -5324762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5324752.500000 Penalty: 1032.498657
	Iteration 137Q: 3 clusters Score -5324752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5324754.000000 Penalty: 1032.498657
	Iteration 138Q: 3 clusters Score -5324754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -5324757.500000 Penalty: 1032.498657
	Iteration 139Q: 3 clusters Score -5324758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5324760.000000 Penalty: 1032.498657
	Iteration 140F: 3 clusters Score -5324760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5324757.500000 Penalty: 1032.498657
	Iteration 141Q: 3 clusters Score -5324758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5324764.000000 Penalty: 1032.498657
	Iteration 142Q: 3 clusters Score -5324764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5324763.500000 Penalty: 1032.498657
	Iteration 143Q: 3 clusters Score -5324764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5324759.500000 Penalty: 1032.498657
	Iteration 144Q: 3 clusters Score -5324760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5324759.500000 Penalty: 1032.498657
	Iteration 145Q: 3 clusters Score -5324760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5324758.500000 Penalty: 1032.498657
	Iteration 146Q: 3 clusters Score -5324758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5324759.500000 Penalty: 1032.498657
	Iteration 147Q: 3 clusters Score -5324760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5324761.500000 Penalty: 1032.498657
	Iteration 148Q: 3 clusters Score -5324762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5324753.000000 Penalty: 1032.498657
	Iteration 149Q: 3 clusters Score -5324753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5324753.500000 Penalty: 1032.498657
	Iteration 150Q: 3 clusters Score -5324754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5324755.000000 Penalty: 1032.498657
	Iteration 151Q: 3 clusters Score -5324755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5324752.500000 Penalty: 1032.498657
	Iteration 152Q: 3 clusters Score -5324752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5324756.500000 Penalty: 1032.498657
	Iteration 153Q: 3 clusters Score -5324756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5324756.500000 Penalty: 1032.498657
	Iteration 154Q: 3 clusters Score -5324756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5324751.500000 Penalty: 1032.498657
	Iteration 155Q: 3 clusters Score -5324752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5324753.500000 Penalty: 1032.498657
	Iteration 156Q: 3 clusters Score -5324754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5324750.500000 Penalty: 1032.498657
	Iteration 157Q: 3 clusters Score -5324750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5324754.000000 Penalty: 1032.498657
	Iteration 158Q: 3 clusters Score -5324754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5324749.500000 Penalty: 1032.498657
	Iteration 159Q: 3 clusters Score -5324750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5324748.500000 Penalty: 1032.498657
	Iteration 160F: 3 clusters Score -5324748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5324746.000000 Penalty: 1032.498657
	Iteration 161Q: 3 clusters Score -5324746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5324752.000000 Penalty: 1032.498657
	Iteration 162Q: 3 clusters Score -5324752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5324755.000000 Penalty: 1032.498657
	Iteration 163Q: 3 clusters Score -5324755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5324758.500000 Penalty: 1032.498657
	Iteration 164Q: 3 clusters Score -5324758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5324767.000000 Penalty: 1032.498657
	Iteration 165Q: 3 clusters Score -5324767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5324769.500000 Penalty: 1032.498657
	Iteration 166Q: 3 clusters Score -5324770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5324771.500000 Penalty: 1032.498657
	Iteration 167Q: 3 clusters Score -5324772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5324771.500000 Penalty: 1032.498657
	Iteration 168Q: 3 clusters Score -5324772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5324775.500000 Penalty: 1032.498657
	Iteration 169Q: 3 clusters Score -5324776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5324775.000000 Penalty: 1032.498657
	Iteration 170Q: 3 clusters Score -5324775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5324773.000000 Penalty: 1032.498657
	Iteration 171Q: 3 clusters Score -5324773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5324773.000000 Penalty: 1032.498657
	Iteration 172F: 3 clusters Score -5324773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 18083 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 44027 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42588 members 
Mstep: Class 9 contains 82064 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 76121 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80135 members 
Mstep: Class 15 contains 31062 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 10233 members 
Mstep: Class 23 contains 54911 members 
Mstep: Class 24 contains 5146 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 25583 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 80901 members 
Mstep: Class 31 contains 2982 members 
Mstep: Class 32 contains 3737 members 
Entering Unmasked Estep 
Score: -42232348.000000 Penalty: 19589.250000
Splitting cluster 30 changes total score from -42232172.000000 to -42232348.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 31 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -193696.484375 Penalty: 364.015869
	Iteration 0F: 2 clusters Score -193696.5 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 1492 members 
Entering Unmasked Estep 
Score: -191581.812500 Penalty: 728.031738
	Iteration 0F: 3 clusters Score -191581.8 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -192412.156250 Penalty: 728.031738
	Iteration 1F: 3 clusters Score -192412.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -192526.203125 Penalty: 728.031738
	Iteration 2F: 3 clusters Score -192526.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -192635.109375 Penalty: 728.031738
	Iteration 3F: 3 clusters Score -192635.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -192762.828125 Penalty: 728.031738
	Iteration 4F: 3 clusters Score -192762.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -192869.265625 Penalty: 728.031738
	Iteration 5Q: 3 clusters Score -192869.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -192961.781250 Penalty: 728.031738
	Iteration 6Q: 3 clusters Score -192961.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -193017.921875 Penalty: 728.031738
	Iteration 7Q: 3 clusters Score -193017.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -193059.734375 Penalty: 728.031738
	Iteration 8Q: 3 clusters Score -193059.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -193093.406250 Penalty: 728.031738
	Iteration 9Q: 3 clusters Score -193093.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -193111.375000 Penalty: 728.031738
	Iteration 10Q: 3 clusters Score -193111.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -193129.046875 Penalty: 728.031738
	Iteration 11Q: 3 clusters Score -193129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -193143.984375 Penalty: 728.031738
	Iteration 12Q: 3 clusters Score -193144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -193154.703125 Penalty: 728.031738
	Iteration 13Q: 3 clusters Score -193154.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -193163.625000 Penalty: 728.031738
	Iteration 14Q: 3 clusters Score -193163.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -193171.125000 Penalty: 728.031738
	Iteration 15Q: 3 clusters Score -193171.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -193182.546875 Penalty: 728.031738
	Iteration 16Q: 3 clusters Score -193182.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -193194.109375 Penalty: 728.031738
	Iteration 17Q: 3 clusters Score -193194.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -193204.359375 Penalty: 728.031738
	Iteration 18Q: 3 clusters Score -193204.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -193212.546875 Penalty: 728.031738
	Iteration 19Q: 3 clusters Score -193212.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -193218.046875 Penalty: 728.031738
	Iteration 20F: 3 clusters Score -193218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -193223.734375 Penalty: 728.031738
	Iteration 21Q: 3 clusters Score -193223.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -193231.734375 Penalty: 728.031738
	Iteration 22Q: 3 clusters Score -193231.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -193240.406250 Penalty: 728.031738
	Iteration 23Q: 3 clusters Score -193240.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -193251.953125 Penalty: 728.031738
	Iteration 24Q: 3 clusters Score -193252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -193262.578125 Penalty: 728.031738
	Iteration 25Q: 3 clusters Score -193262.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -193274.046875 Penalty: 728.031738
	Iteration 26Q: 3 clusters Score -193274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -193280.468750 Penalty: 728.031738
	Iteration 27Q: 3 clusters Score -193280.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -193285.562500 Penalty: 728.031738
	Iteration 28Q: 3 clusters Score -193285.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -193293.718750 Penalty: 728.031738
	Iteration 29Q: 3 clusters Score -193293.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -193303.828125 Penalty: 728.031738
	Iteration 30Q: 3 clusters Score -193303.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -193311.187500 Penalty: 728.031738
	Iteration 31Q: 3 clusters Score -193311.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -193318.218750 Penalty: 728.031738
	Iteration 32Q: 3 clusters Score -193318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -193324.562500 Penalty: 728.031738
	Iteration 33Q: 3 clusters Score -193324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193329.796875 Penalty: 728.031738
	Iteration 34Q: 3 clusters Score -193329.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -193332.953125 Penalty: 728.031738
	Iteration 35Q: 3 clusters Score -193333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193335.062500 Penalty: 728.031738
	Iteration 36Q: 3 clusters Score -193335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -193338.484375 Penalty: 728.031738
	Iteration 37Q: 3 clusters Score -193338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -193342.140625 Penalty: 728.031738
	Iteration 38Q: 3 clusters Score -193342.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -193349.140625 Penalty: 728.031738
	Iteration 39Q: 3 clusters Score -193349.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -193358.593750 Penalty: 728.031738
	Iteration 40F: 3 clusters Score -193358.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -193371.203125 Penalty: 728.031738
	Iteration 41Q: 3 clusters Score -193371.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193384.390625 Penalty: 728.031738
	Iteration 42Q: 3 clusters Score -193384.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193395.125000 Penalty: 728.031738
	Iteration 43Q: 3 clusters Score -193395.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193406.234375 Penalty: 728.031738
	Iteration 44Q: 3 clusters Score -193406.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -193415.437500 Penalty: 728.031738
	Iteration 45Q: 3 clusters Score -193415.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -193423.406250 Penalty: 728.031738
	Iteration 46Q: 3 clusters Score -193423.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -193434.500000 Penalty: 728.031738
	Iteration 47Q: 3 clusters Score -193434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -193451.375000 Penalty: 728.031738
	Iteration 48Q: 3 clusters Score -193451.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193468.796875 Penalty: 728.031738
	Iteration 49Q: 3 clusters Score -193468.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193490.468750 Penalty: 728.031738
	Iteration 50Q: 3 clusters Score -193490.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -193509.234375 Penalty: 728.031738
	Iteration 51Q: 3 clusters Score -193509.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -193533.468750 Penalty: 728.031738
	Iteration 52Q: 3 clusters Score -193533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -193562.468750 Penalty: 728.031738
	Iteration 53Q: 3 clusters Score -193562.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193601.187500 Penalty: 728.031738
	Iteration 54Q: 3 clusters Score -193601.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -193629.125000 Penalty: 728.031738
	Iteration 55Q: 3 clusters Score -193629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -193636.859375 Penalty: 728.031738
	Iteration 56Q: 3 clusters Score -193636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -193640.171875 Penalty: 728.031738
	Iteration 57Q: 3 clusters Score -193640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193644.531250 Penalty: 728.031738
	Iteration 58Q: 3 clusters Score -193644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193647.515625 Penalty: 728.031738
	Iteration 59Q: 3 clusters Score -193647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -193649.843750 Penalty: 728.031738
	Iteration 60F: 3 clusters Score -193649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -193650.421875 Penalty: 728.031738
	Iteration 61Q: 3 clusters Score -193650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -193651.515625 Penalty: 728.031738
	Iteration 62Q: 3 clusters Score -193651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -193651.406250 Penalty: 728.031738
	Iteration 63Q: 3 clusters Score -193651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -193652.343750 Penalty: 728.031738
	Iteration 64Q: 3 clusters Score -193652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193652.609375 Penalty: 728.031738
	Iteration 65Q: 3 clusters Score -193652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -193652.875000 Penalty: 728.031738
	Iteration 66Q: 3 clusters Score -193652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193653.109375 Penalty: 728.031738
	Iteration 67Q: 3 clusters Score -193653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -193653.562500 Penalty: 728.031738
	Iteration 68Q: 3 clusters Score -193653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -193653.515625 Penalty: 728.031738
	Iteration 69Q: 3 clusters Score -193653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -193653.515625 Penalty: 728.031738
	Iteration 70F: 3 clusters Score -193653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 18083 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 44027 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 42588 members 
Mstep: Class 9 contains 82064 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 76121 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 80135 members 
Mstep: Class 15 contains 31062 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 10233 members 
Mstep: Class 23 contains 54911 members 
Mstep: Class 24 contains 5146 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 25583 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 80901 members 
Mstep: Class 31 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232608.000000 Penalty: 19589.250000
Iteration 199Q: 33 clusters Score -4.223261e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 18007 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42604 members 
Mstep: Class 9 contains 82211 members 
Mstep: Class 10 contains 8764 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 76038 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 80111 members 
Mstep: Class 15 contains 31077 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 10380 members 
Mstep: Class 23 contains 54863 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1508 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 25554 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 81332 members 
Mstep: Class 31 contains 3001 members 
Mstep: Class 32 contains 3641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233104.000000 Penalty: 19589.250000
Iteration 200F: 33 clusters Score -4.22331e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 44019 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 42629 members 
Mstep: Class 9 contains 82277 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 75891 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 79971 members 
Mstep: Class 15 contains 31084 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 10561 members 
Mstep: Class 23 contains 54756 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 3896 members 
Mstep: Class 28 contains 25524 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 81856 members 
Mstep: Class 31 contains 3023 members 
Mstep: Class 32 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233352.000000 Penalty: 19589.250000
Iteration 201Q: 33 clusters Score -4.223335e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 17814 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 42633 members 
Mstep: Class 9 contains 82304 members 
Mstep: Class 10 contains 8783 members 
Mstep: Class 11 contains 18432 members 
Mstep: Class 12 contains 75669 members 
Mstep: Class 13 contains 1337 members 
Mstep: Class 14 contains 79850 members 
Mstep: Class 15 contains 31084 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3188 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 10738 members 
Mstep: Class 23 contains 54646 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 3896 members 
Mstep: Class 28 contains 25507 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 82474 members 
Mstep: Class 31 contains 3040 members 
Mstep: Class 32 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233428.000000 Penalty: 19589.250000
Iteration 202Q: 33 clusters Score -4.223343e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 17720 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42636 members 
Mstep: Class 9 contains 82338 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 75345 members 
Mstep: Class 13 contains 1337 members 
Mstep: Class 14 contains 79756 members 
Mstep: Class 15 contains 31101 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3151 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 10907 members 
Mstep: Class 23 contains 54499 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 25482 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 83056 members 
Mstep: Class 31 contains 3054 members 
Mstep: Class 32 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233644.000000 Penalty: 19589.250000
Iteration 203Q: 33 clusters Score -4.223364e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 44006 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42642 members 
Mstep: Class 9 contains 82391 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 18292 members 
Mstep: Class 12 contains 75026 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 79673 members 
Mstep: Class 15 contains 31118 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 11087 members 
Mstep: Class 23 contains 54336 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1513 members 
Mstep: Class 27 contains 3896 members 
Mstep: Class 28 contains 25474 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 83593 members 
Mstep: Class 31 contains 3068 members 
Mstep: Class 32 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233572.000000 Penalty: 19589.250000
Iteration 204Q: 33 clusters Score -4.223357e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 17562 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 42656 members 
Mstep: Class 9 contains 82437 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 18200 members 
Mstep: Class 12 contains 74731 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 79575 members 
Mstep: Class 15 contains 31136 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 11238 members 
Mstep: Class 23 contains 54185 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1514 members 
Mstep: Class 27 contains 3873 members 
Mstep: Class 28 contains 25465 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 84048 members 
Mstep: Class 31 contains 3079 members 
Mstep: Class 32 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233636.000000 Penalty: 19589.250000
Iteration 205Q: 33 clusters Score -4.223364e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 17464 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 6 contains 43986 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42662 members 
Mstep: Class 9 contains 82500 members 
Mstep: Class 10 contains 8839 members 
Mstep: Class 11 contains 18119 members 
Mstep: Class 12 contains 74470 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 79514 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 11380 members 
Mstep: Class 23 contains 54019 members 
Mstep: Class 24 contains 5639 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1519 members 
Mstep: Class 27 contains 3854 members 
Mstep: Class 28 contains 25457 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 84462 members 
Mstep: Class 31 contains 3093 members 
Mstep: Class 32 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233624.000000 Penalty: 19589.250000
Iteration 206Q: 33 clusters Score -4.223362e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 17356 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 6 contains 43982 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42679 members 
Mstep: Class 9 contains 82578 members 
Mstep: Class 10 contains 8846 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 74212 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 79458 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 2361 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 11495 members 
Mstep: Class 23 contains 53861 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1526 members 
Mstep: Class 27 contains 3848 members 
Mstep: Class 28 contains 25439 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 84790 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233384.000000 Penalty: 19589.250000
Iteration 207Q: 33 clusters Score -4.223338e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 17247 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 43981 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42692 members 
Mstep: Class 9 contains 82704 members 
Mstep: Class 10 contains 8855 members 
Mstep: Class 11 contains 17972 members 
Mstep: Class 12 contains 73953 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 79432 members 
Mstep: Class 15 contains 31179 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 11630 members 
Mstep: Class 23 contains 53692 members 
Mstep: Class 24 contains 5808 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85082 members 
Mstep: Class 31 contains 3113 members 
Mstep: Class 32 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233200.000000 Penalty: 19589.250000
Iteration 208Q: 33 clusters Score -4.22332e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 17120 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 7009 members 
Mstep: Class 6 contains 43982 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42696 members 
Mstep: Class 9 contains 82804 members 
Mstep: Class 10 contains 8861 members 
Mstep: Class 11 contains 17910 members 
Mstep: Class 12 contains 73741 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 79427 members 
Mstep: Class 15 contains 31201 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 11769 members 
Mstep: Class 23 contains 53530 members 
Mstep: Class 24 contains 5883 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 3826 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85328 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233248.000000 Penalty: 19589.250000
Iteration 209Q: 33 clusters Score -4.223325e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 16980 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6971 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 42702 members 
Mstep: Class 9 contains 82936 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 17851 members 
Mstep: Class 12 contains 73561 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 79421 members 
Mstep: Class 15 contains 31214 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 1417 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 53364 members 
Mstep: Class 24 contains 5954 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 3813 members 
Mstep: Class 28 contains 25416 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85501 members 
Mstep: Class 31 contains 3129 members 
Mstep: Class 32 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232968.000000 Penalty: 19589.250000
Iteration 210Q: 33 clusters Score -4.223297e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 16838 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6944 members 
Mstep: Class 6 contains 44005 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 42703 members 
Mstep: Class 9 contains 83050 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 17797 members 
Mstep: Class 12 contains 73391 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 79419 members 
Mstep: Class 15 contains 31238 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 2319 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 12063 members 
Mstep: Class 23 contains 53207 members 
Mstep: Class 24 contains 6028 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1549 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 25406 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85648 members 
Mstep: Class 31 contains 3137 members 
Mstep: Class 32 contains 4328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232824.000000 Penalty: 19589.250000
Iteration 211Q: 33 clusters Score -4.223282e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 16691 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 42717 members 
Mstep: Class 9 contains 83156 members 
Mstep: Class 10 contains 8883 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 73232 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 79449 members 
Mstep: Class 15 contains 31263 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 1415 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 53101 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1552 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 25397 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85708 members 
Mstep: Class 31 contains 3137 members 
Mstep: Class 32 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232736.000000 Penalty: 19589.250000
Iteration 212Q: 33 clusters Score -4.223274e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 16543 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 42724 members 
Mstep: Class 9 contains 83282 members 
Mstep: Class 10 contains 8894 members 
Mstep: Class 11 contains 17694 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 79466 members 
Mstep: Class 15 contains 31288 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 1415 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 12285 members 
Mstep: Class 23 contains 52995 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1552 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 25390 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85756 members 
Mstep: Class 31 contains 3141 members 
Mstep: Class 32 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232816.000000 Penalty: 19589.250000
Iteration 213Q: 33 clusters Score -4.223282e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6874 members 
Mstep: Class 6 contains 44035 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 42727 members 
Mstep: Class 9 contains 83419 members 
Mstep: Class 10 contains 8906 members 
Mstep: Class 11 contains 17644 members 
Mstep: Class 12 contains 73035 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 79497 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 12374 members 
Mstep: Class 23 contains 52893 members 
Mstep: Class 24 contains 6209 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1555 members 
Mstep: Class 27 contains 3802 members 
Mstep: Class 28 contains 25380 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85760 members 
Mstep: Class 31 contains 3145 members 
Mstep: Class 32 contains 4397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232904.000000 Penalty: 19589.250000
Iteration 214Q: 33 clusters Score -4.22329e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 44037 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 42729 members 
Mstep: Class 9 contains 83563 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 12 contains 73005 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 79520 members 
Mstep: Class 15 contains 31321 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 1409 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 483 members 
Mstep: Class 22 contains 12455 members 
Mstep: Class 23 contains 52802 members 
Mstep: Class 24 contains 6268 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3803 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 85762 members 
Mstep: Class 31 contains 3151 members 
Mstep: Class 32 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232844.000000 Penalty: 19589.250000
Iteration 215Q: 33 clusters Score -4.223284e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 16085 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 44049 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 42732 members 
Mstep: Class 9 contains 83746 members 
Mstep: Class 10 contains 8921 members 
Mstep: Class 11 contains 17547 members 
Mstep: Class 12 contains 72975 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 79525 members 
Mstep: Class 15 contains 31340 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 483 members 
Mstep: Class 22 contains 12535 members 
Mstep: Class 23 contains 52737 members 
Mstep: Class 24 contains 6331 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1562 members 
Mstep: Class 27 contains 3808 members 
Mstep: Class 28 contains 25363 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 85719 members 
Mstep: Class 31 contains 3153 members 
Mstep: Class 32 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232736.000000 Penalty: 19589.250000
Iteration 216Q: 33 clusters Score -4.223274e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 15916 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 44055 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 42726 members 
Mstep: Class 9 contains 83923 members 
Mstep: Class 10 contains 8932 members 
Mstep: Class 11 contains 17492 members 
Mstep: Class 12 contains 72955 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 79529 members 
Mstep: Class 15 contains 31361 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 12613 members 
Mstep: Class 23 contains 52660 members 
Mstep: Class 24 contains 6407 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 3823 members 
Mstep: Class 28 contains 25361 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 85692 members 
Mstep: Class 31 contains 3154 members 
Mstep: Class 32 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232724.000000 Penalty: 19589.250000
Iteration 217Q: 33 clusters Score -4.223272e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15752 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 44048 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 42719 members 
Mstep: Class 9 contains 84084 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 17438 members 
Mstep: Class 12 contains 72982 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 79537 members 
Mstep: Class 15 contains 31385 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 12677 members 
Mstep: Class 23 contains 52591 members 
Mstep: Class 24 contains 6480 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 25359 members 
Mstep: Class 29 contains 332 members 
Mstep: Class 30 contains 85648 members 
Mstep: Class 31 contains 3157 members 
Mstep: Class 32 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232620.000000 Penalty: 19589.250000
Iteration 218Q: 33 clusters Score -4.223262e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 15601 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 44051 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42699 members 
Mstep: Class 9 contains 84229 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 11 contains 17387 members 
Mstep: Class 12 contains 73041 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 79575 members 
Mstep: Class 15 contains 31403 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 12723 members 
Mstep: Class 23 contains 52525 members 
Mstep: Class 24 contains 6535 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 25373 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 85604 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232508.000000 Penalty: 19589.250000
Iteration 219Q: 33 clusters Score -4.223251e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 44051 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42671 members 
Mstep: Class 9 contains 84354 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 17336 members 
Mstep: Class 12 contains 73126 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 79593 members 
Mstep: Class 15 contains 31416 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 12774 members 
Mstep: Class 23 contains 52464 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 3869 members 
Mstep: Class 28 contains 25385 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 85511 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232508.000000 Penalty: 19589.250000
Iteration 220F: 33 clusters Score -4.223251e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 15354 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 44052 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 42646 members 
Mstep: Class 9 contains 84466 members 
Mstep: Class 10 contains 8960 members 
Mstep: Class 11 contains 17287 members 
Mstep: Class 12 contains 73248 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 79613 members 
Mstep: Class 15 contains 31425 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 12822 members 
Mstep: Class 23 contains 52411 members 
Mstep: Class 24 contains 6648 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 25395 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 85408 members 
Mstep: Class 31 contains 3159 members 
Mstep: Class 32 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232516.000000 Penalty: 19589.250000
Iteration 221Q: 33 clusters Score -4.223252e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 44052 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42650 members 
Mstep: Class 9 contains 84594 members 
Mstep: Class 10 contains 8960 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 73351 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 79647 members 
Mstep: Class 15 contains 31445 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 1395 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 478 members 
Mstep: Class 22 contains 12847 members 
Mstep: Class 23 contains 52365 members 
Mstep: Class 24 contains 6713 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3899 members 
Mstep: Class 28 contains 25377 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 85310 members 
Mstep: Class 31 contains 3157 members 
Mstep: Class 32 contains 4536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232532.000000 Penalty: 19589.250000
Iteration 222Q: 33 clusters Score -4.223253e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 44048 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42658 members 
Mstep: Class 9 contains 84711 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 73456 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 79687 members 
Mstep: Class 15 contains 31466 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 1395 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 12883 members 
Mstep: Class 23 contains 52317 members 
Mstep: Class 24 contains 6799 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 25349 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 85182 members 
Mstep: Class 31 contains 3162 members 
Mstep: Class 32 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232464.000000 Penalty: 19589.250000
Iteration 223Q: 33 clusters Score -4.223246e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6610 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42661 members 
Mstep: Class 9 contains 84813 members 
Mstep: Class 10 contains 8966 members 
Mstep: Class 11 contains 17138 members 
Mstep: Class 12 contains 73542 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 79731 members 
Mstep: Class 15 contains 31481 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 1395 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 12918 members 
Mstep: Class 23 contains 52264 members 
Mstep: Class 24 contains 6894 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 25334 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 85060 members 
Mstep: Class 31 contains 3166 members 
Mstep: Class 32 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232424.000000 Penalty: 19589.250000
Iteration 224Q: 33 clusters Score -4.223242e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6586 members 
Mstep: Class 6 contains 44041 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 42653 members 
Mstep: Class 9 contains 84917 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 11 contains 17106 members 
Mstep: Class 12 contains 73643 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 79731 members 
Mstep: Class 15 contains 31495 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 12959 members 
Mstep: Class 23 contains 52215 members 
Mstep: Class 24 contains 7009 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3940 members 
Mstep: Class 28 contains 25334 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84985 members 
Mstep: Class 31 contains 3170 members 
Mstep: Class 32 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232524.000000 Penalty: 19589.250000
Iteration 225Q: 33 clusters Score -4.223252e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 44042 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 42633 members 
Mstep: Class 9 contains 85067 members 
Mstep: Class 10 contains 8970 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 73759 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 79725 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 2207 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 13010 members 
Mstep: Class 23 contains 52169 members 
Mstep: Class 24 contains 7123 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3950 members 
Mstep: Class 28 contains 25334 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84896 members 
Mstep: Class 31 contains 3173 members 
Mstep: Class 32 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232652.000000 Penalty: 19589.250000
Iteration 226Q: 33 clusters Score -4.223265e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 2345 members 
Mstep: Class 3 contains 14596 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6511 members 
Mstep: Class 6 contains 44036 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 42632 members 
Mstep: Class 9 contains 85229 members 
Mstep: Class 10 contains 8975 members 
Mstep: Class 11 contains 17016 members 
Mstep: Class 12 contains 73895 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 79737 members 
Mstep: Class 15 contains 31507 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 13051 members 
Mstep: Class 23 contains 52139 members 
Mstep: Class 24 contains 7224 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 25330 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84811 members 
Mstep: Class 31 contains 3175 members 
Mstep: Class 32 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232744.000000 Penalty: 19589.250000
Iteration 227Q: 33 clusters Score -4.223274e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 14448 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 44033 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 42622 members 
Mstep: Class 9 contains 85380 members 
Mstep: Class 10 contains 8976 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 74059 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 79760 members 
Mstep: Class 15 contains 31510 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 13084 members 
Mstep: Class 23 contains 52107 members 
Mstep: Class 24 contains 7311 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 25326 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84712 members 
Mstep: Class 31 contains 3177 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232716.000000 Penalty: 19589.250000
Iteration 228Q: 33 clusters Score -4.223272e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 14304 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 44037 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42618 members 
Mstep: Class 9 contains 85521 members 
Mstep: Class 10 contains 8977 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 74190 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 79795 members 
Mstep: Class 15 contains 31515 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 13115 members 
Mstep: Class 23 contains 52061 members 
Mstep: Class 24 contains 7398 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 25312 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84613 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232808.000000 Penalty: 19589.250000
Iteration 229Q: 33 clusters Score -4.223281e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 14164 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 44040 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42597 members 
Mstep: Class 9 contains 85667 members 
Mstep: Class 10 contains 8977 members 
Mstep: Class 11 contains 16888 members 
Mstep: Class 12 contains 74336 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 79809 members 
Mstep: Class 15 contains 31520 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 1404 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 13140 members 
Mstep: Class 23 contains 52029 members 
Mstep: Class 24 contains 7489 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1572 members 
Mstep: Class 27 contains 3910 members 
Mstep: Class 28 contains 25308 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84543 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232748.000000 Penalty: 19589.250000
Iteration 230Q: 33 clusters Score -4.223275e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 44038 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42579 members 
Mstep: Class 9 contains 85772 members 
Mstep: Class 10 contains 8978 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 74470 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79848 members 
Mstep: Class 15 contains 31525 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 1405 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 13169 members 
Mstep: Class 23 contains 52000 members 
Mstep: Class 24 contains 7568 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 3893 members 
Mstep: Class 28 contains 25299 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84490 members 
Mstep: Class 31 contains 3181 members 
Mstep: Class 32 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232740.000000 Penalty: 19589.250000
Iteration 231Q: 33 clusters Score -4.223274e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6311 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42572 members 
Mstep: Class 9 contains 85885 members 
Mstep: Class 10 contains 8983 members 
Mstep: Class 11 contains 16812 members 
Mstep: Class 12 contains 74608 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 79872 members 
Mstep: Class 15 contains 31526 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 13196 members 
Mstep: Class 23 contains 51961 members 
Mstep: Class 24 contains 7649 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 3874 members 
Mstep: Class 28 contains 25269 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 84413 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 4800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232748.000000 Penalty: 19589.250000
Iteration 232Q: 33 clusters Score -4.223275e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 13817 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 44033 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42572 members 
Mstep: Class 9 contains 85950 members 
Mstep: Class 10 contains 8985 members 
Mstep: Class 11 contains 16787 members 
Mstep: Class 12 contains 74742 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 79896 members 
Mstep: Class 15 contains 31530 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2936 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 13221 members 
Mstep: Class 23 contains 51936 members 
Mstep: Class 24 contains 7727 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 3855 members 
Mstep: Class 28 contains 25234 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 84345 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232632.000000 Penalty: 19589.250000
Iteration 233Q: 33 clusters Score -4.223263e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 13707 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6243 members 
Mstep: Class 6 contains 44025 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42580 members 
Mstep: Class 9 contains 85991 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 11 contains 16766 members 
Mstep: Class 12 contains 74874 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 79920 members 
Mstep: Class 15 contains 31539 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13254 members 
Mstep: Class 23 contains 51913 members 
Mstep: Class 24 contains 7826 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 3843 members 
Mstep: Class 28 contains 25202 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 84288 members 
Mstep: Class 31 contains 3187 members 
Mstep: Class 32 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232756.000000 Penalty: 19589.250000
Iteration 234Q: 33 clusters Score -4.223276e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 13578 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42576 members 
Mstep: Class 9 contains 86050 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 16740 members 
Mstep: Class 12 contains 75017 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 79930 members 
Mstep: Class 15 contains 31550 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13287 members 
Mstep: Class 23 contains 51898 members 
Mstep: Class 24 contains 7910 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 25179 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 84253 members 
Mstep: Class 31 contains 3191 members 
Mstep: Class 32 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232740.000000 Penalty: 19589.250000
Iteration 235Q: 33 clusters Score -4.223274e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6170 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42578 members 
Mstep: Class 9 contains 86087 members 
Mstep: Class 10 contains 8996 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 75148 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 79929 members 
Mstep: Class 15 contains 31560 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2914 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 13315 members 
Mstep: Class 23 contains 51883 members 
Mstep: Class 24 contains 7986 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 25166 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 84190 members 
Mstep: Class 31 contains 3199 members 
Mstep: Class 32 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232720.000000 Penalty: 19589.250000
Iteration 236Q: 33 clusters Score -4.223272e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6126 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42575 members 
Mstep: Class 9 contains 86135 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 16684 members 
Mstep: Class 12 contains 75273 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 79915 members 
Mstep: Class 15 contains 31565 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 51878 members 
Mstep: Class 24 contains 8054 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3823 members 
Mstep: Class 28 contains 25147 members 
Mstep: Class 29 contains 338 members 
Mstep: Class 30 contains 84141 members 
Mstep: Class 31 contains 3203 members 
Mstep: Class 32 contains 4944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232852.000000 Penalty: 19589.250000
Iteration 237Q: 33 clusters Score -4.223285e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 13261 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42569 members 
Mstep: Class 9 contains 86203 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 16668 members 
Mstep: Class 12 contains 75390 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79910 members 
Mstep: Class 15 contains 31569 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 13382 members 
Mstep: Class 23 contains 51864 members 
Mstep: Class 24 contains 8122 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3814 members 
Mstep: Class 28 contains 25127 members 
Mstep: Class 29 contains 339 members 
Mstep: Class 30 contains 84096 members 
Mstep: Class 31 contains 3207 members 
Mstep: Class 32 contains 4970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232816.000000 Penalty: 19589.250000
Iteration 238Q: 33 clusters Score -4.223282e+07 nChanged 927
Entering ConstructFrom: 
Score: -42232816.000000 Penalty: 19589.250000
Entering ConstructFrom: 
Trying to split cluster 1 (79585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Entering Unmasked Estep 
Score: -5070178.000000 Penalty: 513.448425
	Iteration 0F: 2 clusters Score -5070178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5019209.500000 Penalty: 1026.896851
	Iteration 0F: 3 clusters Score -5019210 nChanged 38841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -5042628.500000 Penalty: 1026.896851
	Iteration 1F: 3 clusters Score -5042628 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5043366.500000 Penalty: 1026.896851
	Iteration 2Q: 3 clusters Score -5043366 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5044580.000000 Penalty: 1026.896851
	Iteration 3Q: 3 clusters Score -5044580 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5046542.500000 Penalty: 1026.896851
	Iteration 4Q: 3 clusters Score -5046542 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5049758.500000 Penalty: 1026.896851
	Iteration 5F: 3 clusters Score -5049758 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5053986.500000 Penalty: 1026.896851
	Iteration 6F: 3 clusters Score -5053986 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -5057575.500000 Penalty: 1026.896851
	Iteration 7F: 3 clusters Score -5057576 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -5059032.500000 Penalty: 1026.896851
	Iteration 8Q: 3 clusters Score -5059032 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -5059369.500000 Penalty: 1026.896851
	Iteration 9Q: 3 clusters Score -5059370 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -5059458.500000 Penalty: 1026.896851
	Iteration 10Q: 3 clusters Score -5059458 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -5059519.500000 Penalty: 1026.896851
	Iteration 11Q: 3 clusters Score -5059520 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -5059581.000000 Penalty: 1026.896851
	Iteration 12Q: 3 clusters Score -5059581 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -5059621.000000 Penalty: 1026.896851
	Iteration 13Q: 3 clusters Score -5059621 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5059648.000000 Penalty: 1026.896851
	Iteration 14Q: 3 clusters Score -5059648 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -5059672.500000 Penalty: 1026.896851
	Iteration 15Q: 3 clusters Score -5059672 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -5059691.000000 Penalty: 1026.896851
	Iteration 16Q: 3 clusters Score -5059691 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -5059709.500000 Penalty: 1026.896851
	Iteration 17Q: 3 clusters Score -5059710 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -5059712.000000 Penalty: 1026.896851
	Iteration 18Q: 3 clusters Score -5059712 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -5059738.500000 Penalty: 1026.896851
	Iteration 19Q: 3 clusters Score -5059738 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -5059770.000000 Penalty: 1026.896851
	Iteration 20F: 3 clusters Score -5059770 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -5059750.000000 Penalty: 1026.896851
	Iteration 21Q: 3 clusters Score -5059750 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -5059763.500000 Penalty: 1026.896851
	Iteration 22Q: 3 clusters Score -5059764 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -5059764.500000 Penalty: 1026.896851
	Iteration 23Q: 3 clusters Score -5059764 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -5059786.500000 Penalty: 1026.896851
	Iteration 24Q: 3 clusters Score -5059786 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -5059793.500000 Penalty: 1026.896851
	Iteration 25Q: 3 clusters Score -5059794 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -5059780.000000 Penalty: 1026.896851
	Iteration 26Q: 3 clusters Score -5059780 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -5059819.000000 Penalty: 1026.896851
	Iteration 27Q: 3 clusters Score -5059819 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -5059799.500000 Penalty: 1026.896851
	Iteration 28Q: 3 clusters Score -5059800 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -5059789.500000 Penalty: 1026.896851
	Iteration 29Q: 3 clusters Score -5059790 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -5059794.500000 Penalty: 1026.896851
	Iteration 30Q: 3 clusters Score -5059794 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -5059755.000000 Penalty: 1026.896851
	Iteration 31Q: 3 clusters Score -5059755 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -5059784.500000 Penalty: 1026.896851
	Iteration 32Q: 3 clusters Score -5059784 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -5059805.000000 Penalty: 1026.896851
	Iteration 33Q: 3 clusters Score -5059805 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -5059795.000000 Penalty: 1026.896851
	Iteration 34Q: 3 clusters Score -5059795 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -5059813.000000 Penalty: 1026.896851
	Iteration 35Q: 3 clusters Score -5059813 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -5059882.500000 Penalty: 1026.896851
	Iteration 36Q: 3 clusters Score -5059882 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -5059935.500000 Penalty: 1026.896851
	Iteration 37Q: 3 clusters Score -5059936 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -5060007.500000 Penalty: 1026.896851
	Iteration 38Q: 3 clusters Score -5060008 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5060124 nChanged 917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5060296 nChanged 974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5060514 nChanged 1065
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5060778 nChanged 1095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5061112 nChanged 1009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5061420.500000 Penalty: 1026.896851
	Iteration 44Q: 3 clusters Score -5061420 nChanged 782
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Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5061566 nChanged 624
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Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5061701.500000 Penalty: 1026.896851
	Iteration 46Q: 3 clusters Score -5061702 nChanged 561
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Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5061787 nChanged 513
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Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -5061818.500000 Penalty: 1026.896851
	Iteration 48Q: 3 clusters Score -5061818 nChanged 496
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Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5061832 nChanged 503
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Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5061872 nChanged 440
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Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5061906 nChanged 396
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Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5061936 nChanged 380
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Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5061960.500000 Penalty: 1026.896851
	Iteration 53Q: 3 clusters Score -5061960 nChanged 369
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Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5061949 nChanged 358
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Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5061996 nChanged 374
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Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5061961.500000 Penalty: 1026.896851
	Iteration 56Q: 3 clusters Score -5061962 nChanged 421
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Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5062018 nChanged 386
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Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5062051.500000 Penalty: 1026.896851
	Iteration 58Q: 3 clusters Score -5062052 nChanged 340
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Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5062060 nChanged 318
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Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5062052 nChanged 314
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Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5062035 nChanged 297
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Mstep: Class 1 contains 42022 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5062040 nChanged 296
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Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5062032 nChanged 287
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Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5062062 nChanged 311
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Mstep: Class 1 contains 41900 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5062118 nChanged 279
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Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5062133 nChanged 256
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Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5062146 nChanged 258
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Mstep: Class 1 contains 41681 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5062192 nChanged 265
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Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5062206 nChanged 241
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	Iteration 70Q: 3 clusters Score -5062202 nChanged 247
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	Iteration 71Q: 3 clusters Score -5062188 nChanged 217
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	Iteration 72Q: 3 clusters Score -5062168 nChanged 203
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5062155 nChanged 194
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Mstep: Class 1 contains 41398 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5062134 nChanged 217
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Mstep: Class 1 contains 41329 members 
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Entering Unmasked Estep 
Score: -5062141.500000 Penalty: 1026.896851
	Iteration 75Q: 3 clusters Score -5062142 nChanged 223
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Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5062110 nChanged 244
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	Iteration 77Q: 3 clusters Score -5062118 nChanged 218
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5062114 nChanged 221
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	Iteration 79Q: 3 clusters Score -5062134 nChanged 231
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Mstep: Class 1 contains 41026 members 
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Entering Unmasked Estep 
Score: -5062142.500000 Penalty: 1026.896851
	Iteration 80F: 3 clusters Score -5062142 nChanged 224
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Mstep: Class 1 contains 40968 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5062157 nChanged 195
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	Iteration 82Q: 3 clusters Score -5062170 nChanged 211
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Entering Unmasked Estep 
Score: -5062176.500000 Penalty: 1026.896851
	Iteration 83Q: 3 clusters Score -5062176 nChanged 185
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Mstep: Class 1 contains 40827 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5062192 nChanged 181
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Mstep: Class 1 contains 40814 members 
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Entering Unmasked Estep 
Score: -5062182.000000 Penalty: 1026.896851
	Iteration 85Q: 3 clusters Score -5062182 nChanged 167
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	Iteration 86Q: 3 clusters Score -5062157 nChanged 159
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Entering Unmasked Estep 
Score: -5062143.500000 Penalty: 1026.896851
	Iteration 87Q: 3 clusters Score -5062144 nChanged 178
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Score: -5062140.000000 Penalty: 1026.896851
	Iteration 88Q: 3 clusters Score -5062140 nChanged 171
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	Iteration 89Q: 3 clusters Score -5062134 nChanged 171
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	Iteration 90Q: 3 clusters Score -5062146 nChanged 172
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5062158 nChanged 153
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Entering Unmasked Estep 
Score: -5062167.500000 Penalty: 1026.896851
	Iteration 92Q: 3 clusters Score -5062168 nChanged 136
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	Iteration 93Q: 3 clusters Score -5062166 nChanged 126
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Score: -5062178.000000 Penalty: 1026.896851
	Iteration 94Q: 3 clusters Score -5062178 nChanged 119
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	Iteration 95Q: 3 clusters Score -5062170 nChanged 101
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5062184 nChanged 121
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Score: -5062189.000000 Penalty: 1026.896851
	Iteration 97Q: 3 clusters Score -5062189 nChanged 143
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Entering Unmasked Estep 
Score: -5062181.000000 Penalty: 1026.896851
	Iteration 98Q: 3 clusters Score -5062181 nChanged 137
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5062194 nChanged 152
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Entering Unmasked Estep 
Score: -5062172.500000 Penalty: 1026.896851
	Iteration 100F: 3 clusters Score -5062172 nChanged 159
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Entering Unmasked Estep 
Score: -5062161.000000 Penalty: 1026.896851
	Iteration 101Q: 3 clusters Score -5062161 nChanged 131
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5062160 nChanged 140
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5062155 nChanged 133
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Entering Unmasked Estep 
Score: -5062150.500000 Penalty: 1026.896851
	Iteration 104Q: 3 clusters Score -5062150 nChanged 127
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5062160 nChanged 121
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5062188 nChanged 120
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Entering Unmasked Estep 
Score: -5062191.500000 Penalty: 1026.896851
	Iteration 107Q: 3 clusters Score -5062192 nChanged 114
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5062214 nChanged 118
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5062220 nChanged 130
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Entering Unmasked Estep 
Score: -5062209.000000 Penalty: 1026.896851
	Iteration 110Q: 3 clusters Score -5062209 nChanged 127
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5062188 nChanged 123
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5062181 nChanged 125
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5062186 nChanged 147
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5062197 nChanged 139
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5062202 nChanged 136
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5062208 nChanged 145
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5062220 nChanged 134
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5062222 nChanged 124
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Entering Unmasked Estep 
Score: -5062223.500000 Penalty: 1026.896851
	Iteration 119Q: 3 clusters Score -5062224 nChanged 122
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Entering Unmasked Estep 
Score: -5062244.500000 Penalty: 1026.896851
	Iteration 120F: 3 clusters Score -5062244 nChanged 141
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5062250 nChanged 130
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5062260 nChanged 139
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5062262 nChanged 128
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5062280 nChanged 115
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5062276 nChanged 111
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5062295 nChanged 116
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5062300 nChanged 123
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5062292 nChanged 107
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5062295 nChanged 122
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Entering Unmasked Estep 
Score: -5062303.500000 Penalty: 1026.896851
	Iteration 130Q: 3 clusters Score -5062304 nChanged 128
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	Iteration 180F: 3 clusters Score -5062878 nChanged 183
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	Iteration 207Q: 3 clusters Score -5063915 nChanged 665
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	Iteration 209Q: 3 clusters Score -5064266 nChanged 819
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	Iteration 210Q: 3 clusters Score -5064522 nChanged 887
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	Iteration 211Q: 3 clusters Score -5064792 nChanged 980
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	Iteration 213Q: 3 clusters Score -5065490 nChanged 1187
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	Iteration 214Q: 3 clusters Score -5065930 nChanged 1226
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	Iteration 215Q: 3 clusters Score -5066414 nChanged 1212
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	Iteration 216Q: 3 clusters Score -5066814 nChanged 1157
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	Iteration 220F: 3 clusters Score -5068052 nChanged 772
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	Iteration 221Q: 3 clusters Score -5068188 nChanged 709
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	Iteration 222Q: 3 clusters Score -5068328 nChanged 631
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	Iteration 223Q: 3 clusters Score -5068433 nChanged 566
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Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5068576 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5068616 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5068647 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5068640 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5068680 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5068695 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -5068705.500000 Penalty: 1026.896851
	Iteration 231Q: 3 clusters Score -5068706 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5068722 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5068760 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5068792 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5068854 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5068876 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5068890 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5068938 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5068972 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5069012 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5069056 nChanged 687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5069044 nChanged 724
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5069103 nChanged 742
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5069128 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5069145 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5069199 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5069202 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5069250 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5069278 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5069313 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5069355 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5069363 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5069408 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5069438 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5069439 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5069463 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5069472 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5069534 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5069551 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5069570 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5069582 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5069584 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5069582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -5069592.500000 Penalty: 1026.896851
	Iteration 264Q: 3 clusters Score -5069592 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5069608 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5069623 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5069630 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5069632 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5069622 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5069624 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -5069652.500000 Penalty: 1026.896851
	Iteration 271Q: 3 clusters Score -5069652 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5069662 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5069690 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5069712 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5069734 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5069740 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5069749 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5069753 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5069798 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5069846 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5069848 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5069845 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5069858 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5069844 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5069852 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5069884 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5069929 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5069966 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5069983 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5070000 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5070046 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5070074 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -5070133.500000 Penalty: 1026.896851
	Iteration 293Q: 3 clusters Score -5070134 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -5070227.000000 Penalty: 1026.896851
	Iteration 294Q: 3 clusters Score -5070227 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5070300 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5070356 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5070422 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5070480 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5070537 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5070578 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -5070631.500000 Penalty: 1026.896851
	Iteration 301Q: 3 clusters Score -5070632 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5070680 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5070700 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5070730 nChanged 267
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Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5070732 nChanged 266
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Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5070746 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5070788 nChanged 296
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5070810 nChanged 280
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Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5070796 nChanged 277
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Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5070802 nChanged 311
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Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5070747 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5070636 nChanged 244
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Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5070606 nChanged 253
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Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -5070539.500000 Penalty: 1026.896851
	Iteration 314Q: 3 clusters Score -5070540 nChanged 227
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Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -5070519 nChanged 208
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -5070438 nChanged 196
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Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5070344 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -5070245 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -5070145.500000 Penalty: 1026.896851
	Iteration 319Q: 3 clusters Score -5070146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -5070129.500000 Penalty: 1026.896851
	Iteration 320F: 3 clusters Score -5070130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -5070086.000000 Penalty: 1026.896851
	Iteration 321Q: 3 clusters Score -5070086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -5070043.000000 Penalty: 1026.896851
	Iteration 322Q: 3 clusters Score -5070043 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -5070014.000000 Penalty: 1026.896851
	Iteration 323Q: 3 clusters Score -5070014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -5069978.500000 Penalty: 1026.896851
	Iteration 324Q: 3 clusters Score -5069978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -5069961.500000 Penalty: 1026.896851
	Iteration 325Q: 3 clusters Score -5069962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -5069977.500000 Penalty: 1026.896851
	Iteration 326Q: 3 clusters Score -5069978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -5069954.000000 Penalty: 1026.896851
	Iteration 327Q: 3 clusters Score -5069954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -5069966.500000 Penalty: 1026.896851
	Iteration 328Q: 3 clusters Score -5069966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -5069984.500000 Penalty: 1026.896851
	Iteration 329Q: 3 clusters Score -5069984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -5069991.500000 Penalty: 1026.896851
	Iteration 330Q: 3 clusters Score -5069992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -5070001.500000 Penalty: 1026.896851
	Iteration 331Q: 3 clusters Score -5070002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -5069982.000000 Penalty: 1026.896851
	Iteration 332Q: 3 clusters Score -5069982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -5069979.500000 Penalty: 1026.896851
	Iteration 333Q: 3 clusters Score -5069980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -5069986.000000 Penalty: 1026.896851
	Iteration 334Q: 3 clusters Score -5069986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -5069994.000000 Penalty: 1026.896851
	Iteration 335Q: 3 clusters Score -5069994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -5070004.000000 Penalty: 1026.896851
	Iteration 336Q: 3 clusters Score -5070004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -5070013.500000 Penalty: 1026.896851
	Iteration 337Q: 3 clusters Score -5070014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -5070004.500000 Penalty: 1026.896851
	Iteration 338Q: 3 clusters Score -5070004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -5070007.000000 Penalty: 1026.896851
	Iteration 339Q: 3 clusters Score -5070007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -5069998.000000 Penalty: 1026.896851
	Iteration 340F: 3 clusters Score -5069998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -5070009.500000 Penalty: 1026.896851
	Iteration 341Q: 3 clusters Score -5070010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -5070015.000000 Penalty: 1026.896851
	Iteration 342Q: 3 clusters Score -5070015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -5070015.000000 Penalty: 1026.896851
	Iteration 343Q: 3 clusters Score -5070015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -5070005.000000 Penalty: 1026.896851
	Iteration 344Q: 3 clusters Score -5070005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -5070004.000000 Penalty: 1026.896851
	Iteration 345Q: 3 clusters Score -5070004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -5070000.500000 Penalty: 1026.896851
	Iteration 346Q: 3 clusters Score -5070000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -5070000.000000 Penalty: 1026.896851
	Iteration 347Q: 3 clusters Score -5070000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -5069998.000000 Penalty: 1026.896851
	Iteration 348Q: 3 clusters Score -5069998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -5070001.000000 Penalty: 1026.896851
	Iteration 349Q: 3 clusters Score -5070001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -5070009.500000 Penalty: 1026.896851
	Iteration 350Q: 3 clusters Score -5070010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -5070003.500000 Penalty: 1026.896851
	Iteration 351Q: 3 clusters Score -5070004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -5069996.000000 Penalty: 1026.896851
	Iteration 352Q: 3 clusters Score -5069996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -5070001.500000 Penalty: 1026.896851
	Iteration 353Q: 3 clusters Score -5070002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -5069999.000000 Penalty: 1026.896851
	Iteration 354Q: 3 clusters Score -5069999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -5069995.500000 Penalty: 1026.896851
	Iteration 355Q: 3 clusters Score -5069996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -5069996.500000 Penalty: 1026.896851
	Iteration 356Q: 3 clusters Score -5069996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -5069996.500000 Penalty: 1026.896851
	Iteration 357F: 3 clusters Score -5069996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -140391.078125 Penalty: 351.442230
	Iteration 0F: 2 clusters Score -140391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -138766.250000 Penalty: 702.884460
	Iteration 0F: 3 clusters Score -138766.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -139328.062500 Penalty: 702.884460
	Iteration 1F: 3 clusters Score -139328.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -139449.093750 Penalty: 702.884460
	Iteration 2F: 3 clusters Score -139449.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -139555.140625 Penalty: 702.884460
	Iteration 3F: 3 clusters Score -139555.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -139688.718750 Penalty: 702.884460
	Iteration 4F: 3 clusters Score -139688.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -139781.546875 Penalty: 702.884460
	Iteration 5Q: 3 clusters Score -139781.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -139854.078125 Penalty: 702.884460
	Iteration 6Q: 3 clusters Score -139854.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -139893.234375 Penalty: 702.884460
	Iteration 7Q: 3 clusters Score -139893.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -139913.437500 Penalty: 702.884460
	Iteration 8Q: 3 clusters Score -139913.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -139919.937500 Penalty: 702.884460
	Iteration 9Q: 3 clusters Score -139919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -139924.921875 Penalty: 702.884460
	Iteration 10Q: 3 clusters Score -139924.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -139929.500000 Penalty: 702.884460
	Iteration 11Q: 3 clusters Score -139929.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -139933.578125 Penalty: 702.884460
	Iteration 12Q: 3 clusters Score -139933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -139938.500000 Penalty: 702.884460
	Iteration 13Q: 3 clusters Score -139938.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -139944.390625 Penalty: 702.884460
	Iteration 14Q: 3 clusters Score -139944.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -139950.906250 Penalty: 702.884460
	Iteration 15Q: 3 clusters Score -139950.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -139958.875000 Penalty: 702.884460
	Iteration 16Q: 3 clusters Score -139958.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -139965.453125 Penalty: 702.884460
	Iteration 17Q: 3 clusters Score -139965.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -139973.859375 Penalty: 702.884460
	Iteration 18Q: 3 clusters Score -139973.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -139981.281250 Penalty: 702.884460
	Iteration 19Q: 3 clusters Score -139981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -139987.671875 Penalty: 702.884460
	Iteration 20F: 3 clusters Score -139987.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -139998.187500 Penalty: 702.884460
	Iteration 21Q: 3 clusters Score -139998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -140004.125000 Penalty: 702.884460
	Iteration 22Q: 3 clusters Score -140004.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -140007.828125 Penalty: 702.884460
	Iteration 23Q: 3 clusters Score -140007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -140011.906250 Penalty: 702.884460
	Iteration 24Q: 3 clusters Score -140011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -140013.796875 Penalty: 702.884460
	Iteration 25Q: 3 clusters Score -140013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -140015.890625 Penalty: 702.884460
	Iteration 26Q: 3 clusters Score -140015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -140021.343750 Penalty: 702.884460
	Iteration 27Q: 3 clusters Score -140021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -140027.093750 Penalty: 702.884460
	Iteration 28Q: 3 clusters Score -140027.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -140030.687500 Penalty: 702.884460
	Iteration 29Q: 3 clusters Score -140030.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -140035.250000 Penalty: 702.884460
	Iteration 30Q: 3 clusters Score -140035.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -140037.828125 Penalty: 702.884460
	Iteration 31Q: 3 clusters Score -140037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -140039.921875 Penalty: 702.884460
	Iteration 32Q: 3 clusters Score -140039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -140040.921875 Penalty: 702.884460
	Iteration 33Q: 3 clusters Score -140040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -140041.656250 Penalty: 702.884460
	Iteration 34Q: 3 clusters Score -140041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -140042.593750 Penalty: 702.884460
	Iteration 35Q: 3 clusters Score -140042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -140043.062500 Penalty: 702.884460
	Iteration 36Q: 3 clusters Score -140043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -140043.046875 Penalty: 702.884460
	Iteration 37Q: 3 clusters Score -140043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -140043.062500 Penalty: 702.884460
	Iteration 38Q: 3 clusters Score -140043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -140043.062500 Penalty: 702.884460
	Iteration 39F: 3 clusters Score -140043.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Entering Unmasked Estep 
Score: -833772.500000 Penalty: 431.616486
	Iteration 0F: 2 clusters Score -833772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -824942.937500 Penalty: 863.232971
	Iteration 0F: 3 clusters Score -824942.9 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -828615.500000 Penalty: 863.232971
	Iteration 1F: 3 clusters Score -828615.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -828850.562500 Penalty: 863.232971
	Iteration 2Q: 3 clusters Score -828850.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -829120.500000 Penalty: 863.232971
	Iteration 3Q: 3 clusters Score -829120.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -829531.437500 Penalty: 863.232971
	Iteration 4F: 3 clusters Score -829531.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -830117.187500 Penalty: 863.232971
	Iteration 5F: 3 clusters Score -830117.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -830891.312500 Penalty: 863.232971
	Iteration 6F: 3 clusters Score -830891.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -831770.312500 Penalty: 863.232971
	Iteration 7F: 3 clusters Score -831770.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -832420.000000 Penalty: 863.232971
	Iteration 8F: 3 clusters Score -832420 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -832760.812500 Penalty: 863.232971
	Iteration 9Q: 3 clusters Score -832760.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -832928.000000 Penalty: 863.232971
	Iteration 10Q: 3 clusters Score -832928 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -833038.062500 Penalty: 863.232971
	Iteration 11Q: 3 clusters Score -833038.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -833116.125000 Penalty: 863.232971
	Iteration 12Q: 3 clusters Score -833116.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -833179.750000 Penalty: 863.232971
	Iteration 13Q: 3 clusters Score -833179.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -833210.312500 Penalty: 863.232971
	Iteration 14Q: 3 clusters Score -833210.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -833243.125000 Penalty: 863.232971
	Iteration 15Q: 3 clusters Score -833243.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -833263.625000 Penalty: 863.232971
	Iteration 16Q: 3 clusters Score -833263.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -833283.812500 Penalty: 863.232971
	Iteration 17Q: 3 clusters Score -833283.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -833305.187500 Penalty: 863.232971
	Iteration 18Q: 3 clusters Score -833305.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -833323.062500 Penalty: 863.232971
	Iteration 19Q: 3 clusters Score -833323.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -833335.062500 Penalty: 863.232971
	Iteration 20F: 3 clusters Score -833335.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -833343.562500 Penalty: 863.232971
	Iteration 21Q: 3 clusters Score -833343.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -833348.375000 Penalty: 863.232971
	Iteration 22Q: 3 clusters Score -833348.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -833353.375000 Penalty: 863.232971
	Iteration 23Q: 3 clusters Score -833353.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -833357.500000 Penalty: 863.232971
	Iteration 24Q: 3 clusters Score -833357.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -833360.875000 Penalty: 863.232971
	Iteration 25Q: 3 clusters Score -833360.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -833363.562500 Penalty: 863.232971
	Iteration 26Q: 3 clusters Score -833363.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -833370.125000 Penalty: 863.232971
	Iteration 27Q: 3 clusters Score -833370.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -833376.687500 Penalty: 863.232971
	Iteration 28Q: 3 clusters Score -833376.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -833376.812500 Penalty: 863.232971
	Iteration 29Q: 3 clusters Score -833376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -833377.687500 Penalty: 863.232971
	Iteration 30Q: 3 clusters Score -833377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -833378.625000 Penalty: 863.232971
	Iteration 31Q: 3 clusters Score -833378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -833377.875000 Penalty: 863.232971
	Iteration 32Q: 3 clusters Score -833377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -833377.687500 Penalty: 863.232971
	Iteration 33Q: 3 clusters Score -833377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -833379.187500 Penalty: 863.232971
	Iteration 34Q: 3 clusters Score -833379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -833381.562500 Penalty: 863.232971
	Iteration 35Q: 3 clusters Score -833381.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -833382.500000 Penalty: 863.232971
	Iteration 36Q: 3 clusters Score -833382.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -833382.375000 Penalty: 863.232971
	Iteration 37Q: 3 clusters Score -833382.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -833386.687500 Penalty: 863.232971
	Iteration 38Q: 3 clusters Score -833386.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -833386.250000 Penalty: 863.232971
	Iteration 39Q: 3 clusters Score -833386.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -833389.437500 Penalty: 863.232971
	Iteration 40F: 3 clusters Score -833389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -833387.375000 Penalty: 863.232971
	Iteration 41Q: 3 clusters Score -833387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -833387.562500 Penalty: 863.232971
	Iteration 42Q: 3 clusters Score -833387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -833387.062500 Penalty: 863.232971
	Iteration 43Q: 3 clusters Score -833387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -833388.062500 Penalty: 863.232971
	Iteration 44Q: 3 clusters Score -833388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -833387.562500 Penalty: 863.232971
	Iteration 45Q: 3 clusters Score -833387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -833388.437500 Penalty: 863.232971
	Iteration 46Q: 3 clusters Score -833388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -833388.562500 Penalty: 863.232971
	Iteration 47Q: 3 clusters Score -833388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -833387.875000 Penalty: 863.232971
	Iteration 48Q: 3 clusters Score -833387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -833389.437500 Penalty: 863.232971
	Iteration 49Q: 3 clusters Score -833389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -833387.875000 Penalty: 863.232971
	Iteration 50Q: 3 clusters Score -833387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -833388.875000 Penalty: 863.232971
	Iteration 51Q: 3 clusters Score -833388.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -833392.000000 Penalty: 863.232971
	Iteration 52Q: 3 clusters Score -833392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -833393.750000 Penalty: 863.232971
	Iteration 53Q: 3 clusters Score -833393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -833395.750000 Penalty: 863.232971
	Iteration 54Q: 3 clusters Score -833395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -833394.375000 Penalty: 863.232971
	Iteration 55Q: 3 clusters Score -833394.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -833396.500000 Penalty: 863.232971
	Iteration 56Q: 3 clusters Score -833396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -833398.687500 Penalty: 863.232971
	Iteration 57Q: 3 clusters Score -833398.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -833399.062500 Penalty: 863.232971
	Iteration 58Q: 3 clusters Score -833399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -833401.250000 Penalty: 863.232971
	Iteration 59Q: 3 clusters Score -833401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -833401.000000 Penalty: 863.232971
	Iteration 60F: 3 clusters Score -833401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -833402.812500 Penalty: 863.232971
	Iteration 61Q: 3 clusters Score -833402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -833402.312500 Penalty: 863.232971
	Iteration 62Q: 3 clusters Score -833402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -833403.375000 Penalty: 863.232971
	Iteration 63Q: 3 clusters Score -833403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -833402.937500 Penalty: 863.232971
	Iteration 64Q: 3 clusters Score -833402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -833404.812500 Penalty: 863.232971
	Iteration 65Q: 3 clusters Score -833404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -833403.937500 Penalty: 863.232971
	Iteration 66Q: 3 clusters Score -833403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -833404.312500 Penalty: 863.232971
	Iteration 67Q: 3 clusters Score -833404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -833404.062500 Penalty: 863.232971
	Iteration 68Q: 3 clusters Score -833404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -833405.187500 Penalty: 863.232971
	Iteration 69Q: 3 clusters Score -833405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -833406.312500 Penalty: 863.232971
	Iteration 70Q: 3 clusters Score -833406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -833406.875000 Penalty: 863.232971
	Iteration 71Q: 3 clusters Score -833406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -833406.375000 Penalty: 863.232971
	Iteration 72Q: 3 clusters Score -833406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -833407.625000 Penalty: 863.232971
	Iteration 73Q: 3 clusters Score -833407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -833409.250000 Penalty: 863.232971
	Iteration 74Q: 3 clusters Score -833409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -833408.875000 Penalty: 863.232971
	Iteration 75Q: 3 clusters Score -833408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -833409.000000 Penalty: 863.232971
	Iteration 76Q: 3 clusters Score -833409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -833409.812500 Penalty: 863.232971
	Iteration 77Q: 3 clusters Score -833409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -833408.125000 Penalty: 863.232971
	Iteration 78Q: 3 clusters Score -833408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -833408.312500 Penalty: 863.232971
	Iteration 79Q: 3 clusters Score -833408.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -833408.875000 Penalty: 863.232971
	Iteration 80F: 3 clusters Score -833408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -833410.125000 Penalty: 863.232971
	Iteration 81Q: 3 clusters Score -833410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -833410.687500 Penalty: 863.232971
	Iteration 82Q: 3 clusters Score -833410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -833409.187500 Penalty: 863.232971
	Iteration 83Q: 3 clusters Score -833409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -833409.812500 Penalty: 863.232971
	Iteration 84Q: 3 clusters Score -833409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -833409.312500 Penalty: 863.232971
	Iteration 85Q: 3 clusters Score -833409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -833410.312500 Penalty: 863.232971
	Iteration 86Q: 3 clusters Score -833410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -833410.812500 Penalty: 863.232971
	Iteration 87Q: 3 clusters Score -833410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -833410.687500 Penalty: 863.232971
	Iteration 88Q: 3 clusters Score -833410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -833410.187500 Penalty: 863.232971
	Iteration 89Q: 3 clusters Score -833410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -833410.187500 Penalty: 863.232971
	Iteration 90F: 3 clusters Score -833410.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -43783.160156 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -43783.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43124.097656 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -43124.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43348.695312 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -43348.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43444.550781 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -43444.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43501.410156 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -43501.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43526.164062 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -43526.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43542.609375 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -43542.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43563.359375 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -43563.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43577.695312 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -43577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43585.527344 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -43585.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43588.601562 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -43588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43590.132812 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -43590.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43591.929688 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -43591.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43593.699219 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -43593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43594.753906 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -43594.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43596.523438 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -43596.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43597.808594 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -43597.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43597.945312 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -43597.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43597.945312 Penalty: 604.347534
	Iteration 17F: 3 clusters Score -43597.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -382384.406250 Penalty: 396.325714
	Iteration 0F: 2 clusters Score -382384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -378366.500000 Penalty: 792.651428
	Iteration 0F: 3 clusters Score -378366.5 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -380015.437500 Penalty: 792.651428
	Iteration 1F: 3 clusters Score -380015.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -380235.562500 Penalty: 792.651428
	Iteration 2F: 3 clusters Score -380235.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -380526.375000 Penalty: 792.651428
	Iteration 3F: 3 clusters Score -380526.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -380942.406250 Penalty: 792.651428
	Iteration 4F: 3 clusters Score -380942.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -381431.375000 Penalty: 792.651428
	Iteration 5F: 3 clusters Score -381431.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -381683.781250 Penalty: 792.651428
	Iteration 6F: 3 clusters Score -381683.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -381769.312500 Penalty: 792.651428
	Iteration 7Q: 3 clusters Score -381769.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -381808.625000 Penalty: 792.651428
	Iteration 8Q: 3 clusters Score -381808.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -381843.218750 Penalty: 792.651428
	Iteration 9Q: 3 clusters Score -381843.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -381860.656250 Penalty: 792.651428
	Iteration 10Q: 3 clusters Score -381860.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -381875.218750 Penalty: 792.651428
	Iteration 11Q: 3 clusters Score -381875.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -381889.968750 Penalty: 792.651428
	Iteration 12Q: 3 clusters Score -381890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -381900.906250 Penalty: 792.651428
	Iteration 13Q: 3 clusters Score -381900.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -381908.437500 Penalty: 792.651428
	Iteration 14Q: 3 clusters Score -381908.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -381916.656250 Penalty: 792.651428
	Iteration 15Q: 3 clusters Score -381916.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -381925.093750 Penalty: 792.651428
	Iteration 16Q: 3 clusters Score -381925.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -381935.625000 Penalty: 792.651428
	Iteration 17Q: 3 clusters Score -381935.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -381947.375000 Penalty: 792.651428
	Iteration 18Q: 3 clusters Score -381947.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -381954.968750 Penalty: 792.651428
	Iteration 19Q: 3 clusters Score -381955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -381958.437500 Penalty: 792.651428
	Iteration 20F: 3 clusters Score -381958.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -381959.031250 Penalty: 792.651428
	Iteration 21Q: 3 clusters Score -381959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -381959.375000 Penalty: 792.651428
	Iteration 22Q: 3 clusters Score -381959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -381958.875000 Penalty: 792.651428
	Iteration 23Q: 3 clusters Score -381958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -381959.906250 Penalty: 792.651428
	Iteration 24Q: 3 clusters Score -381959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -381960.750000 Penalty: 792.651428
	Iteration 25Q: 3 clusters Score -381960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -381961.250000 Penalty: 792.651428
	Iteration 26Q: 3 clusters Score -381961.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -381963.593750 Penalty: 792.651428
	Iteration 27Q: 3 clusters Score -381963.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -381966.593750 Penalty: 792.651428
	Iteration 28Q: 3 clusters Score -381966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -381967.156250 Penalty: 792.651428
	Iteration 29Q: 3 clusters Score -381967.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -381968.718750 Penalty: 792.651428
	Iteration 30Q: 3 clusters Score -381968.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -381971.937500 Penalty: 792.651428
	Iteration 31Q: 3 clusters Score -381971.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -381972.843750 Penalty: 792.651428
	Iteration 32Q: 3 clusters Score -381972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -381973.531250 Penalty: 792.651428
	Iteration 33Q: 3 clusters Score -381973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -381974.718750 Penalty: 792.651428
	Iteration 34Q: 3 clusters Score -381974.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -381977.593750 Penalty: 792.651428
	Iteration 35Q: 3 clusters Score -381977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -381979.812500 Penalty: 792.651428
	Iteration 36Q: 3 clusters Score -381979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -381980.531250 Penalty: 792.651428
	Iteration 37Q: 3 clusters Score -381980.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -381983.437500 Penalty: 792.651428
	Iteration 38Q: 3 clusters Score -381983.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -381985.812500 Penalty: 792.651428
	Iteration 39Q: 3 clusters Score -381985.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -381989.312500 Penalty: 792.651428
	Iteration 40F: 3 clusters Score -381989.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -381991.437500 Penalty: 792.651428
	Iteration 41Q: 3 clusters Score -381991.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -381993.843750 Penalty: 792.651428
	Iteration 42Q: 3 clusters Score -381993.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -381996.187500 Penalty: 792.651428
	Iteration 43Q: 3 clusters Score -381996.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -382001.093750 Penalty: 792.651428
	Iteration 44Q: 3 clusters Score -382001.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -382005.125000 Penalty: 792.651428
	Iteration 45Q: 3 clusters Score -382005.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382011.687500 Penalty: 792.651428
	Iteration 46Q: 3 clusters Score -382011.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -382018.843750 Penalty: 792.651428
	Iteration 47Q: 3 clusters Score -382018.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -382024.906250 Penalty: 792.651428
	Iteration 48Q: 3 clusters Score -382024.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -382030.187500 Penalty: 792.651428
	Iteration 49Q: 3 clusters Score -382030.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -382033.750000 Penalty: 792.651428
	Iteration 50Q: 3 clusters Score -382033.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -382035.781250 Penalty: 792.651428
	Iteration 51Q: 3 clusters Score -382035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -382037.562500 Penalty: 792.651428
	Iteration 52Q: 3 clusters Score -382037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -382040.468750 Penalty: 792.651428
	Iteration 53Q: 3 clusters Score -382040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -382043.593750 Penalty: 792.651428
	Iteration 54Q: 3 clusters Score -382043.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -382045.531250 Penalty: 792.651428
	Iteration 55Q: 3 clusters Score -382045.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -382047.687500 Penalty: 792.651428
	Iteration 56Q: 3 clusters Score -382047.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -382050.218750 Penalty: 792.651428
	Iteration 57Q: 3 clusters Score -382050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -382053.125000 Penalty: 792.651428
	Iteration 58Q: 3 clusters Score -382053.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -382054.687500 Penalty: 792.651428
	Iteration 59Q: 3 clusters Score -382054.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -382054.593750 Penalty: 792.651428
	Iteration 60F: 3 clusters Score -382054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -382055.500000 Penalty: 792.651428
	Iteration 61Q: 3 clusters Score -382055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -382055.312500 Penalty: 792.651428
	Iteration 62Q: 3 clusters Score -382055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -382056.593750 Penalty: 792.651428
	Iteration 63Q: 3 clusters Score -382056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -382057.562500 Penalty: 792.651428
	Iteration 64Q: 3 clusters Score -382057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -382057.718750 Penalty: 792.651428
	Iteration 65Q: 3 clusters Score -382057.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -382059.718750 Penalty: 792.651428
	Iteration 66Q: 3 clusters Score -382059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -382060.343750 Penalty: 792.651428
	Iteration 67Q: 3 clusters Score -382060.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -382061.875000 Penalty: 792.651428
	Iteration 68Q: 3 clusters Score -382061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -382063.093750 Penalty: 792.651428
	Iteration 69Q: 3 clusters Score -382063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -382064.687500 Penalty: 792.651428
	Iteration 70Q: 3 clusters Score -382064.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -382066.343750 Penalty: 792.651428
	Iteration 71Q: 3 clusters Score -382066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -382067.062500 Penalty: 792.651428
	Iteration 72Q: 3 clusters Score -382067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382067.593750 Penalty: 792.651428
	Iteration 73Q: 3 clusters Score -382067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382068.000000 Penalty: 792.651428
	Iteration 74Q: 3 clusters Score -382068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382068.000000 Penalty: 792.651428
	Iteration 75F: 3 clusters Score -382068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Entering Unmasked Estep 
Score: -2908002.000000 Penalty: 486.466919
	Iteration 0F: 2 clusters Score -2908002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2879342.500000 Penalty: 972.933838
	Iteration 0F: 3 clusters Score -2879342 nChanged 21200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2891659.750000 Penalty: 972.933838
	Iteration 1F: 3 clusters Score -2891660 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2892240.000000 Penalty: 972.933838
	Iteration 2Q: 3 clusters Score -2892240 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2893018.750000 Penalty: 972.933838
	Iteration 3Q: 3 clusters Score -2893019 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2894119.500000 Penalty: 972.933838
	Iteration 4Q: 3 clusters Score -2894120 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -2895840.250000 Penalty: 972.933838
	Iteration 5F: 3 clusters Score -2895840 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2897995.250000 Penalty: 972.933838
	Iteration 6F: 3 clusters Score -2897995 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -2900077.000000 Penalty: 972.933838
	Iteration 7F: 3 clusters Score -2900077 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -2901593.000000 Penalty: 972.933838
	Iteration 8Q: 3 clusters Score -2901593 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -2902628.750000 Penalty: 972.933838
	Iteration 9Q: 3 clusters Score -2902629 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -2903314.250000 Penalty: 972.933838
	Iteration 10Q: 3 clusters Score -2903314 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -2903802.750000 Penalty: 972.933838
	Iteration 11Q: 3 clusters Score -2903803 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -2904183.000000 Penalty: 972.933838
	Iteration 12Q: 3 clusters Score -2904183 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -2904520.750000 Penalty: 972.933838
	Iteration 13Q: 3 clusters Score -2904521 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -2904846.250000 Penalty: 972.933838
	Iteration 14Q: 3 clusters Score -2904846 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -2905142.500000 Penalty: 972.933838
	Iteration 15Q: 3 clusters Score -2905142 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -2905574.500000 Penalty: 972.933838
	Iteration 16Q: 3 clusters Score -2905574 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -2906034.000000 Penalty: 972.933838
	Iteration 17Q: 3 clusters Score -2906034 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -2906389.000000 Penalty: 972.933838
	Iteration 18Q: 3 clusters Score -2906389 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -2906755.250000 Penalty: 972.933838
	Iteration 19Q: 3 clusters Score -2906755 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -2906989.250000 Penalty: 972.933838
	Iteration 20F: 3 clusters Score -2906989 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -2907158.500000 Penalty: 972.933838
	Iteration 21Q: 3 clusters Score -2907158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -2907245.750000 Penalty: 972.933838
	Iteration 22Q: 3 clusters Score -2907246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -2907338.250000 Penalty: 972.933838
	Iteration 23Q: 3 clusters Score -2907338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -2907403.250000 Penalty: 972.933838
	Iteration 24Q: 3 clusters Score -2907403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -2907442.750000 Penalty: 972.933838
	Iteration 25Q: 3 clusters Score -2907443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -2907469.000000 Penalty: 972.933838
	Iteration 26Q: 3 clusters Score -2907469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -2907477.750000 Penalty: 972.933838
	Iteration 27Q: 3 clusters Score -2907478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -2907489.750000 Penalty: 972.933838
	Iteration 28Q: 3 clusters Score -2907490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -2907492.750000 Penalty: 972.933838
	Iteration 29Q: 3 clusters Score -2907493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -2907499.000000 Penalty: 972.933838
	Iteration 30Q: 3 clusters Score -2907499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -2907501.000000 Penalty: 972.933838
	Iteration 31Q: 3 clusters Score -2907501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -2907506.500000 Penalty: 972.933838
	Iteration 32Q: 3 clusters Score -2907506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -2907511.500000 Penalty: 972.933838
	Iteration 33Q: 3 clusters Score -2907512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -2907512.250000 Penalty: 972.933838
	Iteration 34Q: 3 clusters Score -2907512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -2907513.750000 Penalty: 972.933838
	Iteration 35Q: 3 clusters Score -2907514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -2907513.750000 Penalty: 972.933838
	Iteration 36Q: 3 clusters Score -2907514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -2907516.500000 Penalty: 972.933838
	Iteration 37Q: 3 clusters Score -2907516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -2907524.000000 Penalty: 972.933838
	Iteration 38Q: 3 clusters Score -2907524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -2907529.000000 Penalty: 972.933838
	Iteration 39Q: 3 clusters Score -2907529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -2907532.000000 Penalty: 972.933838
	Iteration 40F: 3 clusters Score -2907532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -2907534.500000 Penalty: 972.933838
	Iteration 41Q: 3 clusters Score -2907534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -2907534.500000 Penalty: 972.933838
	Iteration 42F: 3 clusters Score -2907534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -202252.187500 Penalty: 372.102539
	Iteration 0F: 2 clusters Score -202252.2 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: -199809.765625 Penalty: 744.205078
	Iteration 0F: 3 clusters Score -199809.8 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -200776.062500 Penalty: 744.205078
	Iteration 1F: 3 clusters Score -200776.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -200980.484375 Penalty: 744.205078
	Iteration 2F: 3 clusters Score -200980.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -201124.593750 Penalty: 744.205078
	Iteration 3F: 3 clusters Score -201124.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -201217.718750 Penalty: 744.205078
	Iteration 4F: 3 clusters Score -201217.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -201299.500000 Penalty: 744.205078
	Iteration 5Q: 3 clusters Score -201299.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -201383.515625 Penalty: 744.205078
	Iteration 6Q: 3 clusters Score -201383.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -201470.312500 Penalty: 744.205078
	Iteration 7Q: 3 clusters Score -201470.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -201552.828125 Penalty: 744.205078
	Iteration 8Q: 3 clusters Score -201552.8 nChanged 98
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: -201610.937500 Penalty: 744.205078
	Iteration 9Q: 3 clusters Score -201610.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -201655.906250 Penalty: 744.205078
	Iteration 10Q: 3 clusters Score -201655.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -201691.406250 Penalty: 744.205078
	Iteration 11Q: 3 clusters Score -201691.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -201731.187500 Penalty: 744.205078
	Iteration 12Q: 3 clusters Score -201731.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -201756.812500 Penalty: 744.205078
	Iteration 13Q: 3 clusters Score -201756.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201777.312500 Penalty: 744.205078
	Iteration 14Q: 3 clusters Score -201777.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -201807.625000 Penalty: 744.205078
	Iteration 15Q: 3 clusters Score -201807.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -201834.156250 Penalty: 744.205078
	Iteration 16Q: 3 clusters Score -201834.2 nChanged 37
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: -201856.109375 Penalty: 744.205078
	Iteration 17Q: 3 clusters Score -201856.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -201873.968750 Penalty: 744.205078
	Iteration 18Q: 3 clusters Score -201874 nChanged 34
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: -201894.406250 Penalty: 744.205078
	Iteration 19Q: 3 clusters Score -201894.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -201911.343750 Penalty: 744.205078
	Iteration 20F: 3 clusters Score -201911.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -201922.390625 Penalty: 744.205078
	Iteration 21Q: 3 clusters Score -201922.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -201929.203125 Penalty: 744.205078
	Iteration 22Q: 3 clusters Score -201929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -201933.656250 Penalty: 744.205078
	Iteration 23Q: 3 clusters Score -201933.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -201940.625000 Penalty: 744.205078
	Iteration 24Q: 3 clusters Score -201940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -201945.750000 Penalty: 744.205078
	Iteration 25Q: 3 clusters Score -201945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -201951.375000 Penalty: 744.205078
	Iteration 26Q: 3 clusters Score -201951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -201957.968750 Penalty: 744.205078
	Iteration 27Q: 3 clusters Score -201958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -201964.609375 Penalty: 744.205078
	Iteration 28Q: 3 clusters Score -201964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -201973.078125 Penalty: 744.205078
	Iteration 29Q: 3 clusters Score -201973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -201974.906250 Penalty: 744.205078
	Iteration 30Q: 3 clusters Score -201974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -201977.140625 Penalty: 744.205078
	Iteration 31Q: 3 clusters Score -201977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -201979.078125 Penalty: 744.205078
	Iteration 32Q: 3 clusters Score -201979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -201983.500000 Penalty: 744.205078
	Iteration 33Q: 3 clusters Score -201983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -201985.203125 Penalty: 744.205078
	Iteration 34Q: 3 clusters Score -201985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -201985.390625 Penalty: 744.205078
	Iteration 35Q: 3 clusters Score -201985.4 nChanged 1
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: -201985.875000 Penalty: 744.205078
	Iteration 36Q: 3 clusters Score -201985.9 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: -201985.984375 Penalty: 744.205078
	Iteration 37Q: 3 clusters Score -201986 nChanged 1
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: -201986.343750 Penalty: 744.205078
	Iteration 38Q: 3 clusters Score -201986.3 nChanged 0
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: -201986.343750 Penalty: 744.205078
	Iteration 39F: 3 clusters Score -201986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Entering Unmasked Estep 
Score: -2764229.750000 Penalty: 484.966309
	Iteration 0F: 2 clusters Score -2764230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2736255.250000 Penalty: 969.932617
	Iteration 0F: 3 clusters Score -2736255 nChanged 20557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2749114.750000 Penalty: 969.932617
	Iteration 1F: 3 clusters Score -2749115 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2750284.750000 Penalty: 969.932617
	Iteration 2F: 3 clusters Score -2750285 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2752112.750000 Penalty: 969.932617
	Iteration 3F: 3 clusters Score -2752113 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2754408.250000 Penalty: 969.932617
	Iteration 4F: 3 clusters Score -2754408 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2756117.500000 Penalty: 969.932617
	Iteration 5F: 3 clusters Score -2756118 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2756809.000000 Penalty: 969.932617
	Iteration 6Q: 3 clusters Score -2756809 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2756991.750000 Penalty: 969.932617
	Iteration 7Q: 3 clusters Score -2756992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2757079.750000 Penalty: 969.932617
	Iteration 8Q: 3 clusters Score -2757080 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2757131.250000 Penalty: 969.932617
	Iteration 9Q: 3 clusters Score -2757131 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2757178.750000 Penalty: 969.932617
	Iteration 10Q: 3 clusters Score -2757179 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2757208.500000 Penalty: 969.932617
	Iteration 11Q: 3 clusters Score -2757208 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2757260.500000 Penalty: 969.932617
	Iteration 12Q: 3 clusters Score -2757260 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2757319.500000 Penalty: 969.932617
	Iteration 13Q: 3 clusters Score -2757320 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2757366.250000 Penalty: 969.932617
	Iteration 14Q: 3 clusters Score -2757366 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2757424.000000 Penalty: 969.932617
	Iteration 15Q: 3 clusters Score -2757424 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2757486.000000 Penalty: 969.932617
	Iteration 16Q: 3 clusters Score -2757486 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2757550.500000 Penalty: 969.932617
	Iteration 17Q: 3 clusters Score -2757550 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2757584.000000 Penalty: 969.932617
	Iteration 18Q: 3 clusters Score -2757584 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2757662.500000 Penalty: 969.932617
	Iteration 19Q: 3 clusters Score -2757662 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2757730.000000 Penalty: 969.932617
	Iteration 20F: 3 clusters Score -2757730 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2757783.000000 Penalty: 969.932617
	Iteration 21Q: 3 clusters Score -2757783 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2757839.500000 Penalty: 969.932617
	Iteration 22Q: 3 clusters Score -2757840 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2757847.500000 Penalty: 969.932617
	Iteration 23Q: 3 clusters Score -2757848 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2757900.000000 Penalty: 969.932617
	Iteration 24Q: 3 clusters Score -2757900 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2757937.750000 Penalty: 969.932617
	Iteration 25Q: 3 clusters Score -2757938 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2757992.000000 Penalty: 969.932617
	Iteration 26Q: 3 clusters Score -2757992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2758011.000000 Penalty: 969.932617
	Iteration 27Q: 3 clusters Score -2758011 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2758063.500000 Penalty: 969.932617
	Iteration 28Q: 3 clusters Score -2758064 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2758100.750000 Penalty: 969.932617
	Iteration 29Q: 3 clusters Score -2758101 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2758155.750000 Penalty: 969.932617
	Iteration 30Q: 3 clusters Score -2758156 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2758202.750000 Penalty: 969.932617
	Iteration 31Q: 3 clusters Score -2758203 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2758246.000000 Penalty: 969.932617
	Iteration 32Q: 3 clusters Score -2758246 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2758283.750000 Penalty: 969.932617
	Iteration 33Q: 3 clusters Score -2758284 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2758318.750000 Penalty: 969.932617
	Iteration 34Q: 3 clusters Score -2758319 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2758358.500000 Penalty: 969.932617
	Iteration 35Q: 3 clusters Score -2758358 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2758401.750000 Penalty: 969.932617
	Iteration 36Q: 3 clusters Score -2758402 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2758436.500000 Penalty: 969.932617
	Iteration 37Q: 3 clusters Score -2758436 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2758484.500000 Penalty: 969.932617
	Iteration 38Q: 3 clusters Score -2758484 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2758508.500000 Penalty: 969.932617
	Iteration 39Q: 3 clusters Score -2758508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2758563.000000 Penalty: 969.932617
	Iteration 40F: 3 clusters Score -2758563 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2758611.000000 Penalty: 969.932617
	Iteration 41Q: 3 clusters Score -2758611 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2758676.750000 Penalty: 969.932617
	Iteration 42Q: 3 clusters Score -2758677 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2758733.500000 Penalty: 969.932617
	Iteration 43Q: 3 clusters Score -2758734 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2758820.000000 Penalty: 969.932617
	Iteration 44Q: 3 clusters Score -2758820 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2758911.500000 Penalty: 969.932617
	Iteration 45Q: 3 clusters Score -2758912 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2759045.750000 Penalty: 969.932617
	Iteration 46Q: 3 clusters Score -2759046 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2759208.000000 Penalty: 969.932617
	Iteration 47Q: 3 clusters Score -2759208 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2759369.250000 Penalty: 969.932617
	Iteration 48Q: 3 clusters Score -2759369 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2759502.000000 Penalty: 969.932617
	Iteration 49Q: 3 clusters Score -2759502 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2759693.000000 Penalty: 969.932617
	Iteration 50Q: 3 clusters Score -2759693 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2759891.000000 Penalty: 969.932617
	Iteration 51Q: 3 clusters Score -2759891 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2760101.250000 Penalty: 969.932617
	Iteration 52Q: 3 clusters Score -2760101 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2760338.750000 Penalty: 969.932617
	Iteration 53Q: 3 clusters Score -2760339 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2760612.500000 Penalty: 969.932617
	Iteration 54Q: 3 clusters Score -2760612 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2760854.750000 Penalty: 969.932617
	Iteration 55Q: 3 clusters Score -2760855 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2761052.750000 Penalty: 969.932617
	Iteration 56Q: 3 clusters Score -2761053 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2761177.500000 Penalty: 969.932617
	Iteration 57Q: 3 clusters Score -2761178 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2761279.000000 Penalty: 969.932617
	Iteration 58Q: 3 clusters Score -2761279 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2761334.750000 Penalty: 969.932617
	Iteration 59Q: 3 clusters Score -2761335 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2761432.500000 Penalty: 969.932617
	Iteration 60F: 3 clusters Score -2761432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2761491.750000 Penalty: 969.932617
	Iteration 61Q: 3 clusters Score -2761492 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2761556.250000 Penalty: 969.932617
	Iteration 62Q: 3 clusters Score -2761556 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2761590.250000 Penalty: 969.932617
	Iteration 63Q: 3 clusters Score -2761590 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2761626.500000 Penalty: 969.932617
	Iteration 64Q: 3 clusters Score -2761626 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2761646.500000 Penalty: 969.932617
	Iteration 65Q: 3 clusters Score -2761646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2761658.500000 Penalty: 969.932617
	Iteration 66Q: 3 clusters Score -2761658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2761664.500000 Penalty: 969.932617
	Iteration 67Q: 3 clusters Score -2761664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2761675.000000 Penalty: 969.932617
	Iteration 68Q: 3 clusters Score -2761675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2761679.750000 Penalty: 969.932617
	Iteration 69Q: 3 clusters Score -2761680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2761685.000000 Penalty: 969.932617
	Iteration 70Q: 3 clusters Score -2761685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2761696.500000 Penalty: 969.932617
	Iteration 71Q: 3 clusters Score -2761696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2761699.000000 Penalty: 969.932617
	Iteration 72Q: 3 clusters Score -2761699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2761707.750000 Penalty: 969.932617
	Iteration 73Q: 3 clusters Score -2761708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2761708.750000 Penalty: 969.932617
	Iteration 74Q: 3 clusters Score -2761709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2761710.750000 Penalty: 969.932617
	Iteration 75Q: 3 clusters Score -2761711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2761706.750000 Penalty: 969.932617
	Iteration 76Q: 3 clusters Score -2761707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2761719.000000 Penalty: 969.932617
	Iteration 77Q: 3 clusters Score -2761719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2761717.250000 Penalty: 969.932617
	Iteration 78Q: 3 clusters Score -2761717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2761722.250000 Penalty: 969.932617
	Iteration 79Q: 3 clusters Score -2761722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2761724.250000 Penalty: 969.932617
	Iteration 80F: 3 clusters Score -2761724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2761721.500000 Penalty: 969.932617
	Iteration 81Q: 3 clusters Score -2761722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2761724.000000 Penalty: 969.932617
	Iteration 82Q: 3 clusters Score -2761724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2761726.250000 Penalty: 969.932617
	Iteration 83Q: 3 clusters Score -2761726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2761731.000000 Penalty: 969.932617
	Iteration 84Q: 3 clusters Score -2761731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2761730.000000 Penalty: 969.932617
	Iteration 85Q: 3 clusters Score -2761730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2761730.250000 Penalty: 969.932617
	Iteration 86Q: 3 clusters Score -2761730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2761731.500000 Penalty: 969.932617
	Iteration 87Q: 3 clusters Score -2761732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2761733.000000 Penalty: 969.932617
	Iteration 88Q: 3 clusters Score -2761733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2761735.750000 Penalty: 969.932617
	Iteration 89Q: 3 clusters Score -2761736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2761736.750000 Penalty: 969.932617
	Iteration 90Q: 3 clusters Score -2761737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2761736.250000 Penalty: 969.932617
	Iteration 91Q: 3 clusters Score -2761736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2761734.750000 Penalty: 969.932617
	Iteration 92Q: 3 clusters Score -2761735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2761735.750000 Penalty: 969.932617
	Iteration 93Q: 3 clusters Score -2761736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2761737.000000 Penalty: 969.932617
	Iteration 94Q: 3 clusters Score -2761737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2761738.750000 Penalty: 969.932617
	Iteration 95Q: 3 clusters Score -2761739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2761739.000000 Penalty: 969.932617
	Iteration 96Q: 3 clusters Score -2761739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2761739.750000 Penalty: 969.932617
	Iteration 97Q: 3 clusters Score -2761740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2761738.250000 Penalty: 969.932617
	Iteration 98Q: 3 clusters Score -2761738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2761741.500000 Penalty: 969.932617
	Iteration 99Q: 3 clusters Score -2761742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2761741.000000 Penalty: 969.932617
	Iteration 100F: 3 clusters Score -2761741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Entering Unmasked Estep 
Score: -5379541.000000 Penalty: 517.096130
	Iteration 0F: 2 clusters Score -5379541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5326291.500000 Penalty: 1034.192261
	Iteration 0F: 3 clusters Score -5326292 nChanged 42033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5353549.000000 Penalty: 1034.192261
	Iteration 1F: 3 clusters Score -5353549 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5356169.000000 Penalty: 1034.192261
	Iteration 2F: 3 clusters Score -5356169 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5359937.000000 Penalty: 1034.192261
	Iteration 3F: 3 clusters Score -5359937 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5364516.000000 Penalty: 1034.192261
	Iteration 4F: 3 clusters Score -5364516 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5368328 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5370240.500000 Penalty: 1034.192261
	Iteration 6Q: 3 clusters Score -5370240 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5370980.000000 Penalty: 1034.192261
	Iteration 7Q: 3 clusters Score -5370980 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5371595 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5372181 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5372787.500000 Penalty: 1034.192261
	Iteration 10Q: 3 clusters Score -5372788 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -5373385.500000 Penalty: 1034.192261
	Iteration 11Q: 3 clusters Score -5373386 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5373978 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5374505 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -5374939.000000 Penalty: 1034.192261
	Iteration 14Q: 3 clusters Score -5374939 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5375370 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5375660.000000 Penalty: 1034.192261
	Iteration 16Q: 3 clusters Score -5375660 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -5375960.500000 Penalty: 1034.192261
	Iteration 17Q: 3 clusters Score -5375960 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -5376227.500000 Penalty: 1034.192261
	Iteration 18Q: 3 clusters Score -5376228 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -5376436.000000 Penalty: 1034.192261
	Iteration 19Q: 3 clusters Score -5376436 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5376631.000000 Penalty: 1034.192261
	Iteration 20F: 3 clusters Score -5376631 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5376795.000000 Penalty: 1034.192261
	Iteration 21Q: 3 clusters Score -5376795 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -5376947.500000 Penalty: 1034.192261
	Iteration 22Q: 3 clusters Score -5376948 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -5377069.000000 Penalty: 1034.192261
	Iteration 23Q: 3 clusters Score -5377069 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -5377130.500000 Penalty: 1034.192261
	Iteration 24Q: 3 clusters Score -5377130 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5377234.500000 Penalty: 1034.192261
	Iteration 25Q: 3 clusters Score -5377234 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -5377303.500000 Penalty: 1034.192261
	Iteration 26Q: 3 clusters Score -5377304 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5377358.500000 Penalty: 1034.192261
	Iteration 27Q: 3 clusters Score -5377358 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -5377413.000000 Penalty: 1034.192261
	Iteration 28Q: 3 clusters Score -5377413 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -5377461.000000 Penalty: 1034.192261
	Iteration 29Q: 3 clusters Score -5377461 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5377516.000000 Penalty: 1034.192261
	Iteration 30Q: 3 clusters Score -5377516 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -5377571.000000 Penalty: 1034.192261
	Iteration 31Q: 3 clusters Score -5377571 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5377610.000000 Penalty: 1034.192261
	Iteration 32Q: 3 clusters Score -5377610 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5377671.000000 Penalty: 1034.192261
	Iteration 33Q: 3 clusters Score -5377671 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -5377697.000000 Penalty: 1034.192261
	Iteration 34Q: 3 clusters Score -5377697 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5377730.500000 Penalty: 1034.192261
	Iteration 35Q: 3 clusters Score -5377730 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -5377793.000000 Penalty: 1034.192261
	Iteration 36Q: 3 clusters Score -5377793 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5377811.000000 Penalty: 1034.192261
	Iteration 37Q: 3 clusters Score -5377811 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -5377853.000000 Penalty: 1034.192261
	Iteration 38Q: 3 clusters Score -5377853 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -5377897.000000 Penalty: 1034.192261
	Iteration 39Q: 3 clusters Score -5377897 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5377914.000000 Penalty: 1034.192261
	Iteration 40F: 3 clusters Score -5377914 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5377947 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -5377953.000000 Penalty: 1034.192261
	Iteration 42Q: 3 clusters Score -5377953 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5378008.500000 Penalty: 1034.192261
	Iteration 43Q: 3 clusters Score -5378008 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5378051.500000 Penalty: 1034.192261
	Iteration 44Q: 3 clusters Score -5378052 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5378076.000000 Penalty: 1034.192261
	Iteration 45Q: 3 clusters Score -5378076 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -5378106.000000 Penalty: 1034.192261
	Iteration 46Q: 3 clusters Score -5378106 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5378107.000000 Penalty: 1034.192261
	Iteration 47Q: 3 clusters Score -5378107 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5378131.000000 Penalty: 1034.192261
	Iteration 48Q: 3 clusters Score -5378131 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -5378187.000000 Penalty: 1034.192261
	Iteration 49Q: 3 clusters Score -5378187 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5378203.500000 Penalty: 1034.192261
	Iteration 50Q: 3 clusters Score -5378204 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -5378233.000000 Penalty: 1034.192261
	Iteration 51Q: 3 clusters Score -5378233 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5378240.500000 Penalty: 1034.192261
	Iteration 52Q: 3 clusters Score -5378240 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -5378257.500000 Penalty: 1034.192261
	Iteration 53Q: 3 clusters Score -5378258 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5378276.500000 Penalty: 1034.192261
	Iteration 54Q: 3 clusters Score -5378276 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5378306.000000 Penalty: 1034.192261
	Iteration 55Q: 3 clusters Score -5378306 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5378324.000000 Penalty: 1034.192261
	Iteration 56Q: 3 clusters Score -5378324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5378384.500000 Penalty: 1034.192261
	Iteration 57Q: 3 clusters Score -5378384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5378428.500000 Penalty: 1034.192261
	Iteration 58Q: 3 clusters Score -5378428 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5378461.500000 Penalty: 1034.192261
	Iteration 59Q: 3 clusters Score -5378462 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5378497.000000 Penalty: 1034.192261
	Iteration 60F: 3 clusters Score -5378497 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5378521.500000 Penalty: 1034.192261
	Iteration 61Q: 3 clusters Score -5378522 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5378571.000000 Penalty: 1034.192261
	Iteration 62Q: 3 clusters Score -5378571 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5378623.500000 Penalty: 1034.192261
	Iteration 63Q: 3 clusters Score -5378624 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5378696.500000 Penalty: 1034.192261
	Iteration 64Q: 3 clusters Score -5378696 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5378767.500000 Penalty: 1034.192261
	Iteration 65Q: 3 clusters Score -5378768 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5378868 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5378948.000000 Penalty: 1034.192261
	Iteration 67Q: 3 clusters Score -5378948 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5379072.500000 Penalty: 1034.192261
	Iteration 68Q: 3 clusters Score -5379072 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5379168.000000 Penalty: 1034.192261
	Iteration 69Q: 3 clusters Score -5379168 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -5379249.500000 Penalty: 1034.192261
	Iteration 70Q: 3 clusters Score -5379250 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5379356.500000 Penalty: 1034.192261
	Iteration 71Q: 3 clusters Score -5379356 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -5379427.500000 Penalty: 1034.192261
	Iteration 72Q: 3 clusters Score -5379428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -5379570.500000 Penalty: 1034.192261
	Iteration 73Q: 3 clusters Score -5379570 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5379723.500000 Penalty: 1034.192261
	Iteration 74Q: 3 clusters Score -5379724 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5379891.000000 Penalty: 1034.192261
	Iteration 75Q: 3 clusters Score -5379891 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -5380009.500000 Penalty: 1034.192261
	Iteration 76Q: 3 clusters Score -5380010 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5380074.000000 Penalty: 1034.192261
	Iteration 77Q: 3 clusters Score -5380074 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -5380201.500000 Penalty: 1034.192261
	Iteration 78Q: 3 clusters Score -5380202 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5380239.500000 Penalty: 1034.192261
	Iteration 79Q: 3 clusters Score -5380240 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -5380196.500000 Penalty: 1034.192261
	Iteration 80F: 3 clusters Score -5380196 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -5380136.000000 Penalty: 1034.192261
	Iteration 81Q: 3 clusters Score -5380136 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5380008 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5379741.500000 Penalty: 1034.192261
	Iteration 83Q: 3 clusters Score -5379742 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5379584.500000 Penalty: 1034.192261
	Iteration 84Q: 3 clusters Score -5379584 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5379331.000000 Penalty: 1034.192261
	Iteration 85Q: 3 clusters Score -5379331 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5379252.000000 Penalty: 1034.192261
	Iteration 86Q: 3 clusters Score -5379252 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5379194.500000 Penalty: 1034.192261
	Iteration 87Q: 3 clusters Score -5379194 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5379210.500000 Penalty: 1034.192261
	Iteration 88Q: 3 clusters Score -5379210 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5379173.000000 Penalty: 1034.192261
	Iteration 89Q: 3 clusters Score -5379173 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5379105.500000 Penalty: 1034.192261
	Iteration 90Q: 3 clusters Score -5379106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5379097.500000 Penalty: 1034.192261
	Iteration 91Q: 3 clusters Score -5379098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5379113.500000 Penalty: 1034.192261
	Iteration 92Q: 3 clusters Score -5379114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5379117.000000 Penalty: 1034.192261
	Iteration 93Q: 3 clusters Score -5379117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5379118.000000 Penalty: 1034.192261
	Iteration 94Q: 3 clusters Score -5379118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5379136.000000 Penalty: 1034.192261
	Iteration 95Q: 3 clusters Score -5379136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5379137.000000 Penalty: 1034.192261
	Iteration 96Q: 3 clusters Score -5379137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5379132.500000 Penalty: 1034.192261
	Iteration 97Q: 3 clusters Score -5379132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5379127.000000 Penalty: 1034.192261
	Iteration 98Q: 3 clusters Score -5379127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5379133.000000 Penalty: 1034.192261
	Iteration 99Q: 3 clusters Score -5379133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5379134.500000 Penalty: 1034.192261
	Iteration 100F: 3 clusters Score -5379134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5379145.000000 Penalty: 1034.192261
	Iteration 101Q: 3 clusters Score -5379145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5379145.000000 Penalty: 1034.192261
	Iteration 102F: 3 clusters Score -5379145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -530677.375000 Penalty: 414.246246
	Iteration 0F: 2 clusters Score -530677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -524709.250000 Penalty: 828.492493
	Iteration 0F: 3 clusters Score -524709.2 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -527264.437500 Penalty: 828.492493
	Iteration 1F: 3 clusters Score -527264.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -527545.875000 Penalty: 828.492493
	Iteration 2F: 3 clusters Score -527545.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -527834.750000 Penalty: 828.492493
	Iteration 3F: 3 clusters Score -527834.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -528076.375000 Penalty: 828.492493
	Iteration 4F: 3 clusters Score -528076.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -528326.062500 Penalty: 828.492493
	Iteration 5Q: 3 clusters Score -528326.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -528603.500000 Penalty: 828.492493
	Iteration 6Q: 3 clusters Score -528603.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -528871.187500 Penalty: 828.492493
	Iteration 7Q: 3 clusters Score -528871.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -529083.562500 Penalty: 828.492493
	Iteration 8Q: 3 clusters Score -529083.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -529224.312500 Penalty: 828.492493
	Iteration 9Q: 3 clusters Score -529224.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -529320.000000 Penalty: 828.492493
	Iteration 10Q: 3 clusters Score -529320 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -529398.625000 Penalty: 828.492493
	Iteration 11Q: 3 clusters Score -529398.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -529461.375000 Penalty: 828.492493
	Iteration 12Q: 3 clusters Score -529461.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -529509.125000 Penalty: 828.492493
	Iteration 13Q: 3 clusters Score -529509.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -529563.562500 Penalty: 828.492493
	Iteration 14Q: 3 clusters Score -529563.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -529626.875000 Penalty: 828.492493
	Iteration 15Q: 3 clusters Score -529626.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -529702.562500 Penalty: 828.492493
	Iteration 16Q: 3 clusters Score -529702.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -529793.125000 Penalty: 828.492493
	Iteration 17Q: 3 clusters Score -529793.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -529858.562500 Penalty: 828.492493
	Iteration 18Q: 3 clusters Score -529858.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -529907.375000 Penalty: 828.492493
	Iteration 19Q: 3 clusters Score -529907.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -529956.875000 Penalty: 828.492493
	Iteration 20F: 3 clusters Score -529956.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -530008.125000 Penalty: 828.492493
	Iteration 21Q: 3 clusters Score -530008.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -530041.687500 Penalty: 828.492493
	Iteration 22Q: 3 clusters Score -530041.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -530072.187500 Penalty: 828.492493
	Iteration 23Q: 3 clusters Score -530072.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -530106.500000 Penalty: 828.492493
	Iteration 24Q: 3 clusters Score -530106.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -530128.250000 Penalty: 828.492493
	Iteration 25Q: 3 clusters Score -530128.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -530144.937500 Penalty: 828.492493
	Iteration 26Q: 3 clusters Score -530144.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -530160.875000 Penalty: 828.492493
	Iteration 27Q: 3 clusters Score -530160.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -530173.687500 Penalty: 828.492493
	Iteration 28Q: 3 clusters Score -530173.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -530186.250000 Penalty: 828.492493
	Iteration 29Q: 3 clusters Score -530186.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -530197.500000 Penalty: 828.492493
	Iteration 30Q: 3 clusters Score -530197.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -530213.062500 Penalty: 828.492493
	Iteration 31Q: 3 clusters Score -530213.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -530226.375000 Penalty: 828.492493
	Iteration 32Q: 3 clusters Score -530226.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -530239.812500 Penalty: 828.492493
	Iteration 33Q: 3 clusters Score -530239.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -530255.250000 Penalty: 828.492493
	Iteration 34Q: 3 clusters Score -530255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -530267.187500 Penalty: 828.492493
	Iteration 35Q: 3 clusters Score -530267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -530282.312500 Penalty: 828.492493
	Iteration 36Q: 3 clusters Score -530282.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -530291.062500 Penalty: 828.492493
	Iteration 37Q: 3 clusters Score -530291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -530299.812500 Penalty: 828.492493
	Iteration 38Q: 3 clusters Score -530299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -530304.000000 Penalty: 828.492493
	Iteration 39Q: 3 clusters Score -530304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -530306.687500 Penalty: 828.492493
	Iteration 40F: 3 clusters Score -530306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -530309.562500 Penalty: 828.492493
	Iteration 41Q: 3 clusters Score -530309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -530312.187500 Penalty: 828.492493
	Iteration 42Q: 3 clusters Score -530312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -530312.625000 Penalty: 828.492493
	Iteration 43Q: 3 clusters Score -530312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -530313.750000 Penalty: 828.492493
	Iteration 44Q: 3 clusters Score -530313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -530318.687500 Penalty: 828.492493
	Iteration 45Q: 3 clusters Score -530318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -530322.375000 Penalty: 828.492493
	Iteration 46Q: 3 clusters Score -530322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -530325.937500 Penalty: 828.492493
	Iteration 47Q: 3 clusters Score -530325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -530329.687500 Penalty: 828.492493
	Iteration 48Q: 3 clusters Score -530329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -530330.062500 Penalty: 828.492493
	Iteration 49Q: 3 clusters Score -530330.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -530331.187500 Penalty: 828.492493
	Iteration 50Q: 3 clusters Score -530331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -530332.875000 Penalty: 828.492493
	Iteration 51Q: 3 clusters Score -530332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -530335.937500 Penalty: 828.492493
	Iteration 52Q: 3 clusters Score -530335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -530339.562500 Penalty: 828.492493
	Iteration 53Q: 3 clusters Score -530339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -530341.625000 Penalty: 828.492493
	Iteration 54Q: 3 clusters Score -530341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -530341.562500 Penalty: 828.492493
	Iteration 55Q: 3 clusters Score -530341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -530341.562500 Penalty: 828.492493
	Iteration 56F: 3 clusters Score -530341.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Entering Unmasked Estep 
Score: -1090831.375000 Penalty: 442.262054
	Iteration 0F: 2 clusters Score -1090831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1079542.625000 Penalty: 884.524109
	Iteration 0F: 3 clusters Score -1079543 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1084535.875000 Penalty: 884.524109
	Iteration 1F: 3 clusters Score -1084536 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1084887.125000 Penalty: 884.524109
	Iteration 2F: 3 clusters Score -1084887 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1085353.125000 Penalty: 884.524109
	Iteration 3F: 3 clusters Score -1085353 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1086046.625000 Penalty: 884.524109
	Iteration 4F: 3 clusters Score -1086047 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1086815.375000 Penalty: 884.524109
	Iteration 5F: 3 clusters Score -1086815 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1087546.250000 Penalty: 884.524109
	Iteration 6F: 3 clusters Score -1087546 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1087967.000000 Penalty: 884.524109
	Iteration 7Q: 3 clusters Score -1087967 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1088131.125000 Penalty: 884.524109
	Iteration 8Q: 3 clusters Score -1088131 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1088229.250000 Penalty: 884.524109
	Iteration 9Q: 3 clusters Score -1088229 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1088287.875000 Penalty: 884.524109
	Iteration 10Q: 3 clusters Score -1088288 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1088349.125000 Penalty: 884.524109
	Iteration 11Q: 3 clusters Score -1088349 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1088423.125000 Penalty: 884.524109
	Iteration 12Q: 3 clusters Score -1088423 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1088519.375000 Penalty: 884.524109
	Iteration 13Q: 3 clusters Score -1088519 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1088612.250000 Penalty: 884.524109
	Iteration 14Q: 3 clusters Score -1088612 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1088696.625000 Penalty: 884.524109
	Iteration 15Q: 3 clusters Score -1088697 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1088794.375000 Penalty: 884.524109
	Iteration 16Q: 3 clusters Score -1088794 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1088888.000000 Penalty: 884.524109
	Iteration 17Q: 3 clusters Score -1088888 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1088974.125000 Penalty: 884.524109
	Iteration 18Q: 3 clusters Score -1088974 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1089041.375000 Penalty: 884.524109
	Iteration 19Q: 3 clusters Score -1089041 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1089098.250000 Penalty: 884.524109
	Iteration 20F: 3 clusters Score -1089098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1089151.250000 Penalty: 884.524109
	Iteration 21Q: 3 clusters Score -1089151 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1089208.500000 Penalty: 884.524109
	Iteration 22Q: 3 clusters Score -1089208 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1089260.500000 Penalty: 884.524109
	Iteration 23Q: 3 clusters Score -1089260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1089318.375000 Penalty: 884.524109
	Iteration 24Q: 3 clusters Score -1089318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1089371.625000 Penalty: 884.524109
	Iteration 25Q: 3 clusters Score -1089372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1089429.500000 Penalty: 884.524109
	Iteration 26Q: 3 clusters Score -1089430 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1089499.500000 Penalty: 884.524109
	Iteration 27Q: 3 clusters Score -1089500 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1089570.625000 Penalty: 884.524109
	Iteration 28Q: 3 clusters Score -1089571 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1089643.500000 Penalty: 884.524109
	Iteration 29Q: 3 clusters Score -1089644 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1089725.500000 Penalty: 884.524109
	Iteration 30Q: 3 clusters Score -1089726 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1089806.500000 Penalty: 884.524109
	Iteration 31Q: 3 clusters Score -1089806 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1089882.375000 Penalty: 884.524109
	Iteration 32Q: 3 clusters Score -1089882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1089961.000000 Penalty: 884.524109
	Iteration 33Q: 3 clusters Score -1089961 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1090045.500000 Penalty: 884.524109
	Iteration 34Q: 3 clusters Score -1090046 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1090121.875000 Penalty: 884.524109
	Iteration 35Q: 3 clusters Score -1090122 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1090202.000000 Penalty: 884.524109
	Iteration 36Q: 3 clusters Score -1090202 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1090294.625000 Penalty: 884.524109
	Iteration 37Q: 3 clusters Score -1090295 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1090363.125000 Penalty: 884.524109
	Iteration 38Q: 3 clusters Score -1090363 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1090429.125000 Penalty: 884.524109
	Iteration 39Q: 3 clusters Score -1090429 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1090514.375000 Penalty: 884.524109
	Iteration 40F: 3 clusters Score -1090514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1090584.250000 Penalty: 884.524109
	Iteration 41Q: 3 clusters Score -1090584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1090641.250000 Penalty: 884.524109
	Iteration 42Q: 3 clusters Score -1090641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1090680.500000 Penalty: 884.524109
	Iteration 43Q: 3 clusters Score -1090680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1090714.000000 Penalty: 884.524109
	Iteration 44Q: 3 clusters Score -1090714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1090744.375000 Penalty: 884.524109
	Iteration 45Q: 3 clusters Score -1090744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1090780.375000 Penalty: 884.524109
	Iteration 46Q: 3 clusters Score -1090780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1090803.375000 Penalty: 884.524109
	Iteration 47Q: 3 clusters Score -1090803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1090820.375000 Penalty: 884.524109
	Iteration 48Q: 3 clusters Score -1090820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1090829.625000 Penalty: 884.524109
	Iteration 49Q: 3 clusters Score -1090830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1090831.625000 Penalty: 884.524109
	Iteration 50Q: 3 clusters Score -1090832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1090843.125000 Penalty: 884.524109
	Iteration 51Q: 3 clusters Score -1090843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1090855.250000 Penalty: 884.524109
	Iteration 52Q: 3 clusters Score -1090855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1090862.625000 Penalty: 884.524109
	Iteration 53Q: 3 clusters Score -1090863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1090867.500000 Penalty: 884.524109
	Iteration 54Q: 3 clusters Score -1090868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1090878.625000 Penalty: 884.524109
	Iteration 55Q: 3 clusters Score -1090879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1090885.875000 Penalty: 884.524109
	Iteration 56Q: 3 clusters Score -1090886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1090893.250000 Penalty: 884.524109
	Iteration 57Q: 3 clusters Score -1090893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1090894.625000 Penalty: 884.524109
	Iteration 58Q: 3 clusters Score -1090895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1090901.250000 Penalty: 884.524109
	Iteration 59Q: 3 clusters Score -1090901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1090900.125000 Penalty: 884.524109
	Iteration 60F: 3 clusters Score -1090900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1090903.500000 Penalty: 884.524109
	Iteration 61Q: 3 clusters Score -1090904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1090902.375000 Penalty: 884.524109
	Iteration 62Q: 3 clusters Score -1090902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1090903.500000 Penalty: 884.524109
	Iteration 63Q: 3 clusters Score -1090904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1090903.500000 Penalty: 884.524109
	Iteration 64Q: 3 clusters Score -1090904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1090905.500000 Penalty: 884.524109
	Iteration 65Q: 3 clusters Score -1090906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1090905.875000 Penalty: 884.524109
	Iteration 66Q: 3 clusters Score -1090906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1090906.000000 Penalty: 884.524109
	Iteration 67Q: 3 clusters Score -1090906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1090907.375000 Penalty: 884.524109
	Iteration 68Q: 3 clusters Score -1090907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1090905.625000 Penalty: 884.524109
	Iteration 69Q: 3 clusters Score -1090906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1090905.625000 Penalty: 884.524109
	Iteration 70F: 3 clusters Score -1090906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 13175 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42557 members 
Mstep: Class 9 contains 86228 members 
Mstep: Class 10 contains 8994 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 75522 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79914 members 
Mstep: Class 15 contains 31578 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 51854 members 
Mstep: Class 24 contains 8191 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3807 members 
Mstep: Class 28 contains 25107 members 
Mstep: Class 29 contains 341 members 
Mstep: Class 30 contains 84075 members 
Mstep: Class 31 contains 3214 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 271 members 
Entering Unmasked Estep 
Score: -42232696.000000 Penalty: 20201.414062
Splitting cluster 11 changes total score from -42232816.000000 to -42232696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (75522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Entering Unmasked Estep 
Score: -4734560.000000 Penalty: 511.064178
	Iteration 0F: 2 clusters Score -4734560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4684122.000000 Penalty: 1022.128357
	Iteration 0F: 3 clusters Score -4684122 nChanged 36781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4708316.500000 Penalty: 1022.128357
	Iteration 1F: 3 clusters Score -4708316 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4711234.000000 Penalty: 1022.128357
	Iteration 2F: 3 clusters Score -4711234 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4715556.500000 Penalty: 1022.128357
	Iteration 3F: 3 clusters Score -4715556 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4720474.000000 Penalty: 1022.128357
	Iteration 4F: 3 clusters Score -4720474 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4723367.500000 Penalty: 1022.128357
	Iteration 5F: 3 clusters Score -4723368 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4724506.500000 Penalty: 1022.128357
	Iteration 6Q: 3 clusters Score -4724506 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4725222.000000 Penalty: 1022.128357
	Iteration 7Q: 3 clusters Score -4725222 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4725855.500000 Penalty: 1022.128357
	Iteration 8Q: 3 clusters Score -4725856 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4726494.000000 Penalty: 1022.128357
	Iteration 9Q: 3 clusters Score -4726494 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4727131.000000 Penalty: 1022.128357
	Iteration 10Q: 3 clusters Score -4727131 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4727871.500000 Penalty: 1022.128357
	Iteration 11Q: 3 clusters Score -4727872 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4728639.500000 Penalty: 1022.128357
	Iteration 12Q: 3 clusters Score -4728640 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4729413.000000 Penalty: 1022.128357
	Iteration 13Q: 3 clusters Score -4729413 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4730123.000000 Penalty: 1022.128357
	Iteration 14Q: 3 clusters Score -4730123 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4730700.500000 Penalty: 1022.128357
	Iteration 15Q: 3 clusters Score -4730700 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4731149.500000 Penalty: 1022.128357
	Iteration 16Q: 3 clusters Score -4731150 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4731450.500000 Penalty: 1022.128357
	Iteration 17Q: 3 clusters Score -4731450 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -4731598.000000 Penalty: 1022.128357
	Iteration 18Q: 3 clusters Score -4731598 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -4731692.500000 Penalty: 1022.128357
	Iteration 19Q: 3 clusters Score -4731692 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -4731916.000000 Penalty: 1022.128357
	Iteration 20F: 3 clusters Score -4731916 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4732012.000000 Penalty: 1022.128357
	Iteration 21Q: 3 clusters Score -4732012 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4732123.000000 Penalty: 1022.128357
	Iteration 22Q: 3 clusters Score -4732123 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4732215.000000 Penalty: 1022.128357
	Iteration 23Q: 3 clusters Score -4732215 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -4732280.500000 Penalty: 1022.128357
	Iteration 24Q: 3 clusters Score -4732280 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -4732323.000000 Penalty: 1022.128357
	Iteration 25Q: 3 clusters Score -4732323 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -4732359.000000 Penalty: 1022.128357
	Iteration 26Q: 3 clusters Score -4732359 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -4732405.000000 Penalty: 1022.128357
	Iteration 27Q: 3 clusters Score -4732405 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -4732418.000000 Penalty: 1022.128357
	Iteration 28Q: 3 clusters Score -4732418 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -4732476.000000 Penalty: 1022.128357
	Iteration 29Q: 3 clusters Score -4732476 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -4732538.500000 Penalty: 1022.128357
	Iteration 30Q: 3 clusters Score -4732538 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -4732613.000000 Penalty: 1022.128357
	Iteration 31Q: 3 clusters Score -4732613 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -4732653.500000 Penalty: 1022.128357
	Iteration 32Q: 3 clusters Score -4732654 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -4732753.000000 Penalty: 1022.128357
	Iteration 33Q: 3 clusters Score -4732753 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -4732816.000000 Penalty: 1022.128357
	Iteration 34Q: 3 clusters Score -4732816 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -4732866.000000 Penalty: 1022.128357
	Iteration 35Q: 3 clusters Score -4732866 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -4732934.000000 Penalty: 1022.128357
	Iteration 36Q: 3 clusters Score -4732934 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -4732995.000000 Penalty: 1022.128357
	Iteration 37Q: 3 clusters Score -4732995 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -4733057.500000 Penalty: 1022.128357
	Iteration 38Q: 3 clusters Score -4733058 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -4733126.000000 Penalty: 1022.128357
	Iteration 39Q: 3 clusters Score -4733126 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -4733192.000000 Penalty: 1022.128357
	Iteration 40F: 3 clusters Score -4733192 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -4733234.000000 Penalty: 1022.128357
	Iteration 41Q: 3 clusters Score -4733234 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -4733307.000000 Penalty: 1022.128357
	Iteration 42Q: 3 clusters Score -4733307 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -4733344.000000 Penalty: 1022.128357
	Iteration 43Q: 3 clusters Score -4733344 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4733383 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -4733418.500000 Penalty: 1022.128357
	Iteration 45Q: 3 clusters Score -4733418 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -4733430.500000 Penalty: 1022.128357
	Iteration 46Q: 3 clusters Score -4733430 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -4733453.500000 Penalty: 1022.128357
	Iteration 47Q: 3 clusters Score -4733454 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -4733482.500000 Penalty: 1022.128357
	Iteration 48Q: 3 clusters Score -4733482 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -4733475.000000 Penalty: 1022.128357
	Iteration 49Q: 3 clusters Score -4733475 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -4733500.500000 Penalty: 1022.128357
	Iteration 50Q: 3 clusters Score -4733500 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -4733519.500000 Penalty: 1022.128357
	Iteration 51Q: 3 clusters Score -4733520 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -4733531.500000 Penalty: 1022.128357
	Iteration 52Q: 3 clusters Score -4733532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -4733545.500000 Penalty: 1022.128357
	Iteration 53Q: 3 clusters Score -4733546 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -4733544.000000 Penalty: 1022.128357
	Iteration 54Q: 3 clusters Score -4733544 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -4733561.500000 Penalty: 1022.128357
	Iteration 55Q: 3 clusters Score -4733562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4733580 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -4733618.500000 Penalty: 1022.128357
	Iteration 57Q: 3 clusters Score -4733618 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -4733655.000000 Penalty: 1022.128357
	Iteration 58Q: 3 clusters Score -4733655 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -4733673.500000 Penalty: 1022.128357
	Iteration 59Q: 3 clusters Score -4733674 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -4733694.500000 Penalty: 1022.128357
	Iteration 60F: 3 clusters Score -4733694 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -4733700.500000 Penalty: 1022.128357
	Iteration 61Q: 3 clusters Score -4733700 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -4733743.000000 Penalty: 1022.128357
	Iteration 62Q: 3 clusters Score -4733743 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -4733755.000000 Penalty: 1022.128357
	Iteration 63Q: 3 clusters Score -4733755 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -4733780.500000 Penalty: 1022.128357
	Iteration 64Q: 3 clusters Score -4733780 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -4733806.500000 Penalty: 1022.128357
	Iteration 65Q: 3 clusters Score -4733806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -4733820.500000 Penalty: 1022.128357
	Iteration 66Q: 3 clusters Score -4733820 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -4733815.000000 Penalty: 1022.128357
	Iteration 67Q: 3 clusters Score -4733815 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -4733829.500000 Penalty: 1022.128357
	Iteration 68Q: 3 clusters Score -4733830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -4733838.000000 Penalty: 1022.128357
	Iteration 69Q: 3 clusters Score -4733838 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -4733826.000000 Penalty: 1022.128357
	Iteration 70Q: 3 clusters Score -4733826 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -4733854.000000 Penalty: 1022.128357
	Iteration 71Q: 3 clusters Score -4733854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -4733878.500000 Penalty: 1022.128357
	Iteration 72Q: 3 clusters Score -4733878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -4733881.500000 Penalty: 1022.128357
	Iteration 73Q: 3 clusters Score -4733882 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -4733872.500000 Penalty: 1022.128357
	Iteration 74Q: 3 clusters Score -4733872 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -4733904.500000 Penalty: 1022.128357
	Iteration 75Q: 3 clusters Score -4733904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -4733912.000000 Penalty: 1022.128357
	Iteration 76Q: 3 clusters Score -4733912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -4733911.500000 Penalty: 1022.128357
	Iteration 77Q: 3 clusters Score -4733912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -4733922.000000 Penalty: 1022.128357
	Iteration 78Q: 3 clusters Score -4733922 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -4733936.000000 Penalty: 1022.128357
	Iteration 79Q: 3 clusters Score -4733936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -4733952.500000 Penalty: 1022.128357
	Iteration 80F: 3 clusters Score -4733952 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -4733967.500000 Penalty: 1022.128357
	Iteration 81Q: 3 clusters Score -4733968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -4733953.500000 Penalty: 1022.128357
	Iteration 82Q: 3 clusters Score -4733954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -4733956.500000 Penalty: 1022.128357
	Iteration 83Q: 3 clusters Score -4733956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -4733949.000000 Penalty: 1022.128357
	Iteration 84Q: 3 clusters Score -4733949 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -4733951.500000 Penalty: 1022.128357
	Iteration 85Q: 3 clusters Score -4733952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -4733963.500000 Penalty: 1022.128357
	Iteration 86Q: 3 clusters Score -4733964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -4733959.000000 Penalty: 1022.128357
	Iteration 87Q: 3 clusters Score -4733959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -4733967.500000 Penalty: 1022.128357
	Iteration 88Q: 3 clusters Score -4733968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -4733963.000000 Penalty: 1022.128357
	Iteration 89Q: 3 clusters Score -4733963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -4733987.000000 Penalty: 1022.128357
	Iteration 90Q: 3 clusters Score -4733987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -4734008.500000 Penalty: 1022.128357
	Iteration 91Q: 3 clusters Score -4734008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -4733996.500000 Penalty: 1022.128357
	Iteration 92Q: 3 clusters Score -4733996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -4734011.500000 Penalty: 1022.128357
	Iteration 93Q: 3 clusters Score -4734012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -4734013.500000 Penalty: 1022.128357
	Iteration 94Q: 3 clusters Score -4734014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -4734021.000000 Penalty: 1022.128357
	Iteration 95Q: 3 clusters Score -4734021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -4734033.000000 Penalty: 1022.128357
	Iteration 96Q: 3 clusters Score -4734033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -4734030.500000 Penalty: 1022.128357
	Iteration 97Q: 3 clusters Score -4734030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -4734026.000000 Penalty: 1022.128357
	Iteration 98Q: 3 clusters Score -4734026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -4734026.000000 Penalty: 1022.128357
	Iteration 99Q: 3 clusters Score -4734026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -4734024.000000 Penalty: 1022.128357
	Iteration 100F: 3 clusters Score -4734024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -4734032.500000 Penalty: 1022.128357
	Iteration 101Q: 3 clusters Score -4734032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -4734031.500000 Penalty: 1022.128357
	Iteration 102Q: 3 clusters Score -4734032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -4734033.500000 Penalty: 1022.128357
	Iteration 103Q: 3 clusters Score -4734034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -4734047.000000 Penalty: 1022.128357
	Iteration 104Q: 3 clusters Score -4734047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -4734043.000000 Penalty: 1022.128357
	Iteration 105Q: 3 clusters Score -4734043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -4734028.000000 Penalty: 1022.128357
	Iteration 106Q: 3 clusters Score -4734028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -4734026.000000 Penalty: 1022.128357
	Iteration 107Q: 3 clusters Score -4734026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -4734020.500000 Penalty: 1022.128357
	Iteration 108Q: 3 clusters Score -4734020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -4734019.000000 Penalty: 1022.128357
	Iteration 109Q: 3 clusters Score -4734019 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -4734026.500000 Penalty: 1022.128357
	Iteration 110Q: 3 clusters Score -4734026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -4734042.000000 Penalty: 1022.128357
	Iteration 111Q: 3 clusters Score -4734042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -4734042.500000 Penalty: 1022.128357
	Iteration 112Q: 3 clusters Score -4734042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -4734046.500000 Penalty: 1022.128357
	Iteration 113Q: 3 clusters Score -4734046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -4734046.500000 Penalty: 1022.128357
	Iteration 114Q: 3 clusters Score -4734046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -4734053.500000 Penalty: 1022.128357
	Iteration 115Q: 3 clusters Score -4734054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -4734059.000000 Penalty: 1022.128357
	Iteration 116Q: 3 clusters Score -4734059 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -4734050.500000 Penalty: 1022.128357
	Iteration 117Q: 3 clusters Score -4734050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -4734047.500000 Penalty: 1022.128357
	Iteration 118Q: 3 clusters Score -4734048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -4734062.000000 Penalty: 1022.128357
	Iteration 119Q: 3 clusters Score -4734062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -4734059.000000 Penalty: 1022.128357
	Iteration 120F: 3 clusters Score -4734059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -4734060.500000 Penalty: 1022.128357
	Iteration 121Q: 3 clusters Score -4734060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -4734064.000000 Penalty: 1022.128357
	Iteration 122Q: 3 clusters Score -4734064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -4734065.000000 Penalty: 1022.128357
	Iteration 123Q: 3 clusters Score -4734065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -4734072.000000 Penalty: 1022.128357
	Iteration 124Q: 3 clusters Score -4734072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -4734077.500000 Penalty: 1022.128357
	Iteration 125Q: 3 clusters Score -4734078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -4734077.500000 Penalty: 1022.128357
	Iteration 126Q: 3 clusters Score -4734078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -4734074.000000 Penalty: 1022.128357
	Iteration 127Q: 3 clusters Score -4734074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -4734075.000000 Penalty: 1022.128357
	Iteration 128Q: 3 clusters Score -4734075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -4734080.500000 Penalty: 1022.128357
	Iteration 129Q: 3 clusters Score -4734080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -4734077.500000 Penalty: 1022.128357
	Iteration 130Q: 3 clusters Score -4734078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -4734084.500000 Penalty: 1022.128357
	Iteration 131Q: 3 clusters Score -4734084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -4734090.500000 Penalty: 1022.128357
	Iteration 132Q: 3 clusters Score -4734090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -4734093.500000 Penalty: 1022.128357
	Iteration 133Q: 3 clusters Score -4734094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -4734088.500000 Penalty: 1022.128357
	Iteration 134Q: 3 clusters Score -4734088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -4734087.000000 Penalty: 1022.128357
	Iteration 135Q: 3 clusters Score -4734087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -4734082.500000 Penalty: 1022.128357
	Iteration 136Q: 3 clusters Score -4734082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -4734079.000000 Penalty: 1022.128357
	Iteration 137Q: 3 clusters Score -4734079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -4734097.500000 Penalty: 1022.128357
	Iteration 138Q: 3 clusters Score -4734098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -4734094.000000 Penalty: 1022.128357
	Iteration 139Q: 3 clusters Score -4734094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -4734104.000000 Penalty: 1022.128357
	Iteration 140F: 3 clusters Score -4734104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -4734107.000000 Penalty: 1022.128357
	Iteration 141Q: 3 clusters Score -4734107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -4734117.000000 Penalty: 1022.128357
	Iteration 142Q: 3 clusters Score -4734117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -4734114.500000 Penalty: 1022.128357
	Iteration 143Q: 3 clusters Score -4734114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -4734114.500000 Penalty: 1022.128357
	Iteration 144Q: 3 clusters Score -4734114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -4734120.000000 Penalty: 1022.128357
	Iteration 145Q: 3 clusters Score -4734120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -4734114.000000 Penalty: 1022.128357
	Iteration 146Q: 3 clusters Score -4734114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -4734116.500000 Penalty: 1022.128357
	Iteration 147Q: 3 clusters Score -4734116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -4734111.000000 Penalty: 1022.128357
	Iteration 148Q: 3 clusters Score -4734111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -4734116.000000 Penalty: 1022.128357
	Iteration 149Q: 3 clusters Score -4734116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -4734126.000000 Penalty: 1022.128357
	Iteration 150Q: 3 clusters Score -4734126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -4734113.500000 Penalty: 1022.128357
	Iteration 151Q: 3 clusters Score -4734114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -4734113.000000 Penalty: 1022.128357
	Iteration 152Q: 3 clusters Score -4734113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -4734116.000000 Penalty: 1022.128357
	Iteration 153Q: 3 clusters Score -4734116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -4734123.000000 Penalty: 1022.128357
	Iteration 154Q: 3 clusters Score -4734123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -4734122.500000 Penalty: 1022.128357
	Iteration 155Q: 3 clusters Score -4734122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -4734129.000000 Penalty: 1022.128357
	Iteration 156Q: 3 clusters Score -4734129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -4734131.000000 Penalty: 1022.128357
	Iteration 157Q: 3 clusters Score -4734131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -4734126.500000 Penalty: 1022.128357
	Iteration 158Q: 3 clusters Score -4734126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -4734132.500000 Penalty: 1022.128357
	Iteration 159Q: 3 clusters Score -4734132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -4734125.000000 Penalty: 1022.128357
	Iteration 160F: 3 clusters Score -4734125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -4734130.500000 Penalty: 1022.128357
	Iteration 161Q: 3 clusters Score -4734130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -4734143.500000 Penalty: 1022.128357
	Iteration 162Q: 3 clusters Score -4734144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -4734149.500000 Penalty: 1022.128357
	Iteration 163Q: 3 clusters Score -4734150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -4734150.000000 Penalty: 1022.128357
	Iteration 164Q: 3 clusters Score -4734150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -4734146.000000 Penalty: 1022.128357
	Iteration 165Q: 3 clusters Score -4734146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -4734167.000000 Penalty: 1022.128357
	Iteration 166Q: 3 clusters Score -4734167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -4734160.000000 Penalty: 1022.128357
	Iteration 167Q: 3 clusters Score -4734160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -4734156.500000 Penalty: 1022.128357
	Iteration 168Q: 3 clusters Score -4734156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -4734152.000000 Penalty: 1022.128357
	Iteration 169Q: 3 clusters Score -4734152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -4734150.000000 Penalty: 1022.128357
	Iteration 170Q: 3 clusters Score -4734150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -4734152.500000 Penalty: 1022.128357
	Iteration 171Q: 3 clusters Score -4734152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -4734156.000000 Penalty: 1022.128357
	Iteration 172Q: 3 clusters Score -4734156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -4734158.000000 Penalty: 1022.128357
	Iteration 173Q: 3 clusters Score -4734158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -4734154.000000 Penalty: 1022.128357
	Iteration 174Q: 3 clusters Score -4734154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -4734159.000000 Penalty: 1022.128357
	Iteration 175Q: 3 clusters Score -4734159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -4734156.000000 Penalty: 1022.128357
	Iteration 176Q: 3 clusters Score -4734156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -4734150.000000 Penalty: 1022.128357
	Iteration 177Q: 3 clusters Score -4734150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -4734148.500000 Penalty: 1022.128357
	Iteration 178Q: 3 clusters Score -4734148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -4734148.000000 Penalty: 1022.128357
	Iteration 179Q: 3 clusters Score -4734148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -4734152.500000 Penalty: 1022.128357
	Iteration 180F: 3 clusters Score -4734152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -4734152.000000 Penalty: 1022.128357
	Iteration 181Q: 3 clusters Score -4734152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -4734159.000000 Penalty: 1022.128357
	Iteration 182Q: 3 clusters Score -4734159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -4734154.000000 Penalty: 1022.128357
	Iteration 183Q: 3 clusters Score -4734154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -4734154.500000 Penalty: 1022.128357
	Iteration 184Q: 3 clusters Score -4734154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -4734159.000000 Penalty: 1022.128357
	Iteration 185Q: 3 clusters Score -4734159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -4734159.000000 Penalty: 1022.128357
	Iteration 186Q: 3 clusters Score -4734159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -4734155.000000 Penalty: 1022.128357
	Iteration 187Q: 3 clusters Score -4734155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -4734164.500000 Penalty: 1022.128357
	Iteration 188Q: 3 clusters Score -4734164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -4734166.500000 Penalty: 1022.128357
	Iteration 189Q: 3 clusters Score -4734166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -4734164.000000 Penalty: 1022.128357
	Iteration 190Q: 3 clusters Score -4734164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -4734162.500000 Penalty: 1022.128357
	Iteration 191Q: 3 clusters Score -4734162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -4734163.000000 Penalty: 1022.128357
	Iteration 192Q: 3 clusters Score -4734163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -4734160.000000 Penalty: 1022.128357
	Iteration 193Q: 3 clusters Score -4734160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -4734170.000000 Penalty: 1022.128357
	Iteration 194Q: 3 clusters Score -4734170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -4734173.000000 Penalty: 1022.128357
	Iteration 195Q: 3 clusters Score -4734173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -4734173.000000 Penalty: 1022.128357
	Iteration 196Q: 3 clusters Score -4734173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -4734172.000000 Penalty: 1022.128357
	Iteration 197Q: 3 clusters Score -4734172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -4734170.000000 Penalty: 1022.128357
	Iteration 198Q: 3 clusters Score -4734170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -4734168.000000 Penalty: 1022.128357
	Iteration 199Q: 3 clusters Score -4734168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -4734166.500000 Penalty: 1022.128357
	Iteration 200F: 3 clusters Score -4734166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -4734166.500000 Penalty: 1022.128357
	Iteration 201Q: 3 clusters Score -4734166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -4734168.500000 Penalty: 1022.128357
	Iteration 202Q: 3 clusters Score -4734168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -4734168.000000 Penalty: 1022.128357
	Iteration 203Q: 3 clusters Score -4734168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -4734166.000000 Penalty: 1022.128357
	Iteration 204Q: 3 clusters Score -4734166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -4734166.500000 Penalty: 1022.128357
	Iteration 205Q: 3 clusters Score -4734166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -4734167.500000 Penalty: 1022.128357
	Iteration 206Q: 3 clusters Score -4734168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -4734165.500000 Penalty: 1022.128357
	Iteration 207Q: 3 clusters Score -4734166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -4734165.500000 Penalty: 1022.128357
	Iteration 208F: 3 clusters Score -4734166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -87489.179688 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -87489.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -86480.882812 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -86480.88 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86825.656250 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -86825.66 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -86933.078125 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -86933.08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -87009.906250 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -87009.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87066.359375 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -87066.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -87113.140625 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -87113.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -87153.851562 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -87153.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -87186.656250 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -87186.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -87204.187500 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -87204.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -87212.351562 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -87212.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -87215.328125 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -87215.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -87216.656250 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -87216.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -87218.968750 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -87218.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87220.523438 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -87220.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87221.953125 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -87221.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -87222.500000 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -87222.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87222.734375 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -87222.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87222.976562 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -87222.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -87223.257812 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -87223.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -87223.257812 Penalty: 656.586853
	Iteration 19F: 3 clusters Score -87223.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Entering Unmasked Estep 
Score: -4783314.500000 Penalty: 513.636169
	Iteration 0F: 2 clusters Score -4783314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -4730027.500000 Penalty: 1027.272339
	Iteration 0F: 3 clusters Score -4730028 nChanged 38835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4754341.000000 Penalty: 1027.272339
	Iteration 1F: 3 clusters Score -4754341 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -4755761.000000 Penalty: 1027.272339
	Iteration 2Q: 3 clusters Score -4755761 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4757523.500000 Penalty: 1027.272339
	Iteration 3Q: 3 clusters Score -4757524 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4760020.000000 Penalty: 1027.272339
	Iteration 4F: 3 clusters Score -4760020 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -4763262.500000 Penalty: 1027.272339
	Iteration 5F: 3 clusters Score -4763262 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4766952.500000 Penalty: 1027.272339
	Iteration 6F: 3 clusters Score -4766952 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4770356.500000 Penalty: 1027.272339
	Iteration 7F: 3 clusters Score -4770356 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4772840.000000 Penalty: 1027.272339
	Iteration 8F: 3 clusters Score -4772840 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4774447.500000 Penalty: 1027.272339
	Iteration 9Q: 3 clusters Score -4774448 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4775658.000000 Penalty: 1027.272339
	Iteration 10Q: 3 clusters Score -4775658 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4776468.000000 Penalty: 1027.272339
	Iteration 11Q: 3 clusters Score -4776468 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4777188.000000 Penalty: 1027.272339
	Iteration 12Q: 3 clusters Score -4777188 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4777878.500000 Penalty: 1027.272339
	Iteration 13Q: 3 clusters Score -4777878 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -4778490.000000 Penalty: 1027.272339
	Iteration 14Q: 3 clusters Score -4778490 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4779243.000000 Penalty: 1027.272339
	Iteration 15Q: 3 clusters Score -4779243 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4780140.000000 Penalty: 1027.272339
	Iteration 16Q: 3 clusters Score -4780140 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4780903.000000 Penalty: 1027.272339
	Iteration 17Q: 3 clusters Score -4780903 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4781589.000000 Penalty: 1027.272339
	Iteration 18Q: 3 clusters Score -4781589 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4782070.000000 Penalty: 1027.272339
	Iteration 19Q: 3 clusters Score -4782070 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4782416.000000 Penalty: 1027.272339
	Iteration 20F: 3 clusters Score -4782416 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4782632.500000 Penalty: 1027.272339
	Iteration 21Q: 3 clusters Score -4782632 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4782797.000000 Penalty: 1027.272339
	Iteration 22Q: 3 clusters Score -4782797 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4782827.000000 Penalty: 1027.272339
	Iteration 23Q: 3 clusters Score -4782827 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4782869.500000 Penalty: 1027.272339
	Iteration 24Q: 3 clusters Score -4782870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4782879.000000 Penalty: 1027.272339
	Iteration 25Q: 3 clusters Score -4782879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4782877.500000 Penalty: 1027.272339
	Iteration 26Q: 3 clusters Score -4782878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4782893.000000 Penalty: 1027.272339
	Iteration 27Q: 3 clusters Score -4782893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4782903.000000 Penalty: 1027.272339
	Iteration 28Q: 3 clusters Score -4782903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4782912.500000 Penalty: 1027.272339
	Iteration 29Q: 3 clusters Score -4782912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4782912.000000 Penalty: 1027.272339
	Iteration 30Q: 3 clusters Score -4782912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4782915.500000 Penalty: 1027.272339
	Iteration 31Q: 3 clusters Score -4782916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4782922.000000 Penalty: 1027.272339
	Iteration 32Q: 3 clusters Score -4782922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4782922.500000 Penalty: 1027.272339
	Iteration 33Q: 3 clusters Score -4782922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4782923.500000 Penalty: 1027.272339
	Iteration 34Q: 3 clusters Score -4782924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4782923.500000 Penalty: 1027.272339
	Iteration 35F: 3 clusters Score -4782924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Entering Unmasked Estep 
Score: -2058148.375000 Penalty: 471.389832
	Iteration 0F: 2 clusters Score -2058148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2037142.500000 Penalty: 942.779663
	Iteration 0F: 3 clusters Score -2037142 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2046691.750000 Penalty: 942.779663
	Iteration 1F: 3 clusters Score -2046692 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2047168.750000 Penalty: 942.779663
	Iteration 2Q: 3 clusters Score -2047169 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2047859.000000 Penalty: 942.779663
	Iteration 3Q: 3 clusters Score -2047859 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2048941.000000 Penalty: 942.779663
	Iteration 4F: 3 clusters Score -2048941 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2050432.500000 Penalty: 942.779663
	Iteration 5F: 3 clusters Score -2050432 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2051897.250000 Penalty: 942.779663
	Iteration 6F: 3 clusters Score -2051897 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2052792.125000 Penalty: 942.779663
	Iteration 7F: 3 clusters Score -2052792 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2053172.500000 Penalty: 942.779663
	Iteration 8Q: 3 clusters Score -2053172 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2053312.625000 Penalty: 942.779663
	Iteration 9Q: 3 clusters Score -2053313 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2053430.250000 Penalty: 942.779663
	Iteration 10Q: 3 clusters Score -2053430 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2053526.000000 Penalty: 942.779663
	Iteration 11Q: 3 clusters Score -2053526 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2053605.375000 Penalty: 942.779663
	Iteration 12Q: 3 clusters Score -2053605 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2053688.875000 Penalty: 942.779663
	Iteration 13Q: 3 clusters Score -2053689 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2053787.250000 Penalty: 942.779663
	Iteration 14Q: 3 clusters Score -2053787 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2053892.750000 Penalty: 942.779663
	Iteration 15Q: 3 clusters Score -2053893 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2053997.875000 Penalty: 942.779663
	Iteration 16Q: 3 clusters Score -2053998 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2054062.125000 Penalty: 942.779663
	Iteration 17Q: 3 clusters Score -2054062 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2054116.625000 Penalty: 942.779663
	Iteration 18Q: 3 clusters Score -2054117 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2054145.000000 Penalty: 942.779663
	Iteration 19Q: 3 clusters Score -2054145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2054196.875000 Penalty: 942.779663
	Iteration 20F: 3 clusters Score -2054197 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2054243.875000 Penalty: 942.779663
	Iteration 21Q: 3 clusters Score -2054244 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2054276.250000 Penalty: 942.779663
	Iteration 22Q: 3 clusters Score -2054276 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2054311.250000 Penalty: 942.779663
	Iteration 23Q: 3 clusters Score -2054311 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2054328.625000 Penalty: 942.779663
	Iteration 24Q: 3 clusters Score -2054329 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2054361.625000 Penalty: 942.779663
	Iteration 25Q: 3 clusters Score -2054362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2054382.000000 Penalty: 942.779663
	Iteration 26Q: 3 clusters Score -2054382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2054411.375000 Penalty: 942.779663
	Iteration 27Q: 3 clusters Score -2054411 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2054441.750000 Penalty: 942.779663
	Iteration 28Q: 3 clusters Score -2054442 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2054473.500000 Penalty: 942.779663
	Iteration 29Q: 3 clusters Score -2054474 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2054527.500000 Penalty: 942.779663
	Iteration 30Q: 3 clusters Score -2054528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2054587.375000 Penalty: 942.779663
	Iteration 31Q: 3 clusters Score -2054587 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2054630.375000 Penalty: 942.779663
	Iteration 32Q: 3 clusters Score -2054630 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2054668.250000 Penalty: 942.779663
	Iteration 33Q: 3 clusters Score -2054668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2054709.125000 Penalty: 942.779663
	Iteration 34Q: 3 clusters Score -2054709 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2054753.375000 Penalty: 942.779663
	Iteration 35Q: 3 clusters Score -2054753 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2054800.625000 Penalty: 942.779663
	Iteration 36Q: 3 clusters Score -2054801 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2054853.500000 Penalty: 942.779663
	Iteration 37Q: 3 clusters Score -2054854 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2054916.250000 Penalty: 942.779663
	Iteration 38Q: 3 clusters Score -2054916 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2054966.125000 Penalty: 942.779663
	Iteration 39Q: 3 clusters Score -2054966 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2055009.875000 Penalty: 942.779663
	Iteration 40F: 3 clusters Score -2055010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2055072.000000 Penalty: 942.779663
	Iteration 41Q: 3 clusters Score -2055072 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2055125.375000 Penalty: 942.779663
	Iteration 42Q: 3 clusters Score -2055125 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2055200.250000 Penalty: 942.779663
	Iteration 43Q: 3 clusters Score -2055200 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2055258.875000 Penalty: 942.779663
	Iteration 44Q: 3 clusters Score -2055259 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2055319.500000 Penalty: 942.779663
	Iteration 45Q: 3 clusters Score -2055320 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2055392.375000 Penalty: 942.779663
	Iteration 46Q: 3 clusters Score -2055392 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2055462.250000 Penalty: 942.779663
	Iteration 47Q: 3 clusters Score -2055462 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2055531.375000 Penalty: 942.779663
	Iteration 48Q: 3 clusters Score -2055531 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2055605.625000 Penalty: 942.779663
	Iteration 49Q: 3 clusters Score -2055606 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2055670.375000 Penalty: 942.779663
	Iteration 50Q: 3 clusters Score -2055670 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2055746.000000 Penalty: 942.779663
	Iteration 51Q: 3 clusters Score -2055746 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2055831.250000 Penalty: 942.779663
	Iteration 52Q: 3 clusters Score -2055831 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2055916.875000 Penalty: 942.779663
	Iteration 53Q: 3 clusters Score -2055917 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2056029.500000 Penalty: 942.779663
	Iteration 54Q: 3 clusters Score -2056030 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2056156.500000 Penalty: 942.779663
	Iteration 55Q: 3 clusters Score -2056156 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2056270.125000 Penalty: 942.779663
	Iteration 56Q: 3 clusters Score -2056270 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2056353.750000 Penalty: 942.779663
	Iteration 57Q: 3 clusters Score -2056354 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2056422.750000 Penalty: 942.779663
	Iteration 58Q: 3 clusters Score -2056423 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2056499.125000 Penalty: 942.779663
	Iteration 59Q: 3 clusters Score -2056499 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2056578.750000 Penalty: 942.779663
	Iteration 60F: 3 clusters Score -2056579 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2056654.375000 Penalty: 942.779663
	Iteration 61Q: 3 clusters Score -2056654 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2056741.625000 Penalty: 942.779663
	Iteration 62Q: 3 clusters Score -2056742 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2056824.375000 Penalty: 942.779663
	Iteration 63Q: 3 clusters Score -2056824 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2056902.500000 Penalty: 942.779663
	Iteration 64Q: 3 clusters Score -2056902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2056972.750000 Penalty: 942.779663
	Iteration 65Q: 3 clusters Score -2056973 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2057038.875000 Penalty: 942.779663
	Iteration 66Q: 3 clusters Score -2057039 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2057094.625000 Penalty: 942.779663
	Iteration 67Q: 3 clusters Score -2057095 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2057155.375000 Penalty: 942.779663
	Iteration 68Q: 3 clusters Score -2057155 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2057195.625000 Penalty: 942.779663
	Iteration 69Q: 3 clusters Score -2057196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2057236.750000 Penalty: 942.779663
	Iteration 70Q: 3 clusters Score -2057237 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2057262.625000 Penalty: 942.779663
	Iteration 71Q: 3 clusters Score -2057263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2057289.375000 Penalty: 942.779663
	Iteration 72Q: 3 clusters Score -2057289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2057314.375000 Penalty: 942.779663
	Iteration 73Q: 3 clusters Score -2057314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2057333.375000 Penalty: 942.779663
	Iteration 74Q: 3 clusters Score -2057333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2057351.250000 Penalty: 942.779663
	Iteration 75Q: 3 clusters Score -2057351 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2057376.625000 Penalty: 942.779663
	Iteration 76Q: 3 clusters Score -2057377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2057388.375000 Penalty: 942.779663
	Iteration 77Q: 3 clusters Score -2057388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2057399.875000 Penalty: 942.779663
	Iteration 78Q: 3 clusters Score -2057400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2057428.375000 Penalty: 942.779663
	Iteration 79Q: 3 clusters Score -2057428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2057450.750000 Penalty: 942.779663
	Iteration 80F: 3 clusters Score -2057451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2057468.500000 Penalty: 942.779663
	Iteration 81Q: 3 clusters Score -2057468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2057487.250000 Penalty: 942.779663
	Iteration 82Q: 3 clusters Score -2057487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2057498.625000 Penalty: 942.779663
	Iteration 83Q: 3 clusters Score -2057499 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2057519.125000 Penalty: 942.779663
	Iteration 84Q: 3 clusters Score -2057519 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2057533.500000 Penalty: 942.779663
	Iteration 85Q: 3 clusters Score -2057534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2057555.625000 Penalty: 942.779663
	Iteration 86Q: 3 clusters Score -2057556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2057585.375000 Penalty: 942.779663
	Iteration 87Q: 3 clusters Score -2057585 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2057602.500000 Penalty: 942.779663
	Iteration 88Q: 3 clusters Score -2057602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2057615.625000 Penalty: 942.779663
	Iteration 89Q: 3 clusters Score -2057616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2057626.125000 Penalty: 942.779663
	Iteration 90Q: 3 clusters Score -2057626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2057640.375000 Penalty: 942.779663
	Iteration 91Q: 3 clusters Score -2057640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2057652.125000 Penalty: 942.779663
	Iteration 92Q: 3 clusters Score -2057652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2057661.500000 Penalty: 942.779663
	Iteration 93Q: 3 clusters Score -2057662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2057668.875000 Penalty: 942.779663
	Iteration 94Q: 3 clusters Score -2057669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2057669.500000 Penalty: 942.779663
	Iteration 95Q: 3 clusters Score -2057670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2057669.375000 Penalty: 942.779663
	Iteration 96Q: 3 clusters Score -2057669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2057672.125000 Penalty: 942.779663
	Iteration 97Q: 3 clusters Score -2057672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2057682.000000 Penalty: 942.779663
	Iteration 98Q: 3 clusters Score -2057682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2057690.500000 Penalty: 942.779663
	Iteration 99Q: 3 clusters Score -2057690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2057703.125000 Penalty: 942.779663
	Iteration 100F: 3 clusters Score -2057703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2057713.625000 Penalty: 942.779663
	Iteration 101Q: 3 clusters Score -2057714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2057724.250000 Penalty: 942.779663
	Iteration 102Q: 3 clusters Score -2057724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2057739.875000 Penalty: 942.779663
	Iteration 103Q: 3 clusters Score -2057740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2057749.125000 Penalty: 942.779663
	Iteration 104Q: 3 clusters Score -2057749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2057752.625000 Penalty: 942.779663
	Iteration 105Q: 3 clusters Score -2057753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2057758.000000 Penalty: 942.779663
	Iteration 106Q: 3 clusters Score -2057758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2057760.000000 Penalty: 942.779663
	Iteration 107Q: 3 clusters Score -2057760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2057759.000000 Penalty: 942.779663
	Iteration 108Q: 3 clusters Score -2057759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2057761.500000 Penalty: 942.779663
	Iteration 109Q: 3 clusters Score -2057762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2057764.250000 Penalty: 942.779663
	Iteration 110Q: 3 clusters Score -2057764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2057767.625000 Penalty: 942.779663
	Iteration 111Q: 3 clusters Score -2057768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2057768.375000 Penalty: 942.779663
	Iteration 112Q: 3 clusters Score -2057768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2057769.375000 Penalty: 942.779663
	Iteration 113Q: 3 clusters Score -2057769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2057771.125000 Penalty: 942.779663
	Iteration 114Q: 3 clusters Score -2057771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2057780.625000 Penalty: 942.779663
	Iteration 115Q: 3 clusters Score -2057781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2057781.375000 Penalty: 942.779663
	Iteration 116Q: 3 clusters Score -2057781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2057785.625000 Penalty: 942.779663
	Iteration 117Q: 3 clusters Score -2057786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2057786.500000 Penalty: 942.779663
	Iteration 118Q: 3 clusters Score -2057786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2057792.000000 Penalty: 942.779663
	Iteration 119Q: 3 clusters Score -2057792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2057792.000000 Penalty: 942.779663
	Iteration 120F: 3 clusters Score -2057792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2057791.875000 Penalty: 942.779663
	Iteration 121Q: 3 clusters Score -2057792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2057792.250000 Penalty: 942.779663
	Iteration 122Q: 3 clusters Score -2057792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2057792.875000 Penalty: 942.779663
	Iteration 123Q: 3 clusters Score -2057793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2057792.875000 Penalty: 942.779663
	Iteration 124F: 3 clusters Score -2057793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47496.429688 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47496.43 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47788.437500 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47788.44 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47862.671875 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47862.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47927.632812 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47927.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47961.214844 Penalty: 623.361511
	Iteration 4F: 3 clusters Score -47961.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47992.128906 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -47992.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48037.355469 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48037.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -48066.816406 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48066.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -48084.113281 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48084.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -48092.839844 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48092.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -48102.578125 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48102.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -48105.128906 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48105.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -48109.480469 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48109.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -48112.492188 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48112.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -48113.179688 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48113.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -48113.292969 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48113.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -48113.292969 Penalty: 623.361511
	Iteration 16F: 3 clusters Score -48113.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -185016.390625 Penalty: 362.542786
	Iteration 0F: 2 clusters Score -185016.4 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 1471 members 
Entering Unmasked Estep 
Score: -182997.406250 Penalty: 725.085571
	Iteration 0F: 3 clusters Score -182997.4 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -183684.109375 Penalty: 725.085571
	Iteration 1F: 3 clusters Score -183684.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -183780.359375 Penalty: 725.085571
	Iteration 2F: 3 clusters Score -183780.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -183873.921875 Penalty: 725.085571
	Iteration 3F: 3 clusters Score -183873.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -183983.984375 Penalty: 725.085571
	Iteration 4F: 3 clusters Score -183984 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -184081.906250 Penalty: 725.085571
	Iteration 5F: 3 clusters Score -184081.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -184181.312500 Penalty: 725.085571
	Iteration 6F: 3 clusters Score -184181.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -184270.125000 Penalty: 725.085571
	Iteration 7Q: 3 clusters Score -184270.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -184369.765625 Penalty: 725.085571
	Iteration 8Q: 3 clusters Score -184369.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -184445.437500 Penalty: 725.085571
	Iteration 9Q: 3 clusters Score -184445.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -184510.562500 Penalty: 725.085571
	Iteration 10Q: 3 clusters Score -184510.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -184558.562500 Penalty: 725.085571
	Iteration 11Q: 3 clusters Score -184558.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -184594.578125 Penalty: 725.085571
	Iteration 12Q: 3 clusters Score -184594.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -184625.437500 Penalty: 725.085571
	Iteration 13Q: 3 clusters Score -184625.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -184644.562500 Penalty: 725.085571
	Iteration 14Q: 3 clusters Score -184644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -184657.718750 Penalty: 725.085571
	Iteration 15Q: 3 clusters Score -184657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -184668.609375 Penalty: 725.085571
	Iteration 16Q: 3 clusters Score -184668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -184686.156250 Penalty: 725.085571
	Iteration 17Q: 3 clusters Score -184686.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -184696.953125 Penalty: 725.085571
	Iteration 18Q: 3 clusters Score -184697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -184705.921875 Penalty: 725.085571
	Iteration 19Q: 3 clusters Score -184705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -184711.906250 Penalty: 725.085571
	Iteration 20F: 3 clusters Score -184711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -184718.265625 Penalty: 725.085571
	Iteration 21Q: 3 clusters Score -184718.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -184720.968750 Penalty: 725.085571
	Iteration 22Q: 3 clusters Score -184721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -184722.640625 Penalty: 725.085571
	Iteration 23Q: 3 clusters Score -184722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -184724.500000 Penalty: 725.085571
	Iteration 24Q: 3 clusters Score -184724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -184726.093750 Penalty: 725.085571
	Iteration 25Q: 3 clusters Score -184726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -184727.437500 Penalty: 725.085571
	Iteration 26Q: 3 clusters Score -184727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -184728.687500 Penalty: 725.085571
	Iteration 27Q: 3 clusters Score -184728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -184728.875000 Penalty: 725.085571
	Iteration 28Q: 3 clusters Score -184728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -184728.906250 Penalty: 725.085571
	Iteration 29Q: 3 clusters Score -184728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -184728.906250 Penalty: 725.085571
	Iteration 30F: 3 clusters Score -184728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -75015.757812 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -75015.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74009.820312 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -74009.82 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74426.640625 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -74426.64 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74504.078125 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -74504.08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74577.351562 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -74577.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74643.632812 Penalty: 659.224670
	Iteration 4F: 3 clusters Score -74643.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74693.531250 Penalty: 659.224670
	Iteration 5Q: 3 clusters Score -74693.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74745.570312 Penalty: 659.224670
	Iteration 6Q: 3 clusters Score -74745.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74775.570312 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -74775.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74800.007812 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -74800.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74819.742188 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -74819.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74828.968750 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -74828.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74836.734375 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -74836.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74846.273438 Penalty: 659.224670
	Iteration 12Q: 3 clusters Score -74846.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74851.929688 Penalty: 659.224670
	Iteration 13Q: 3 clusters Score -74851.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74853.695312 Penalty: 659.224670
	Iteration 14Q: 3 clusters Score -74853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74855.148438 Penalty: 659.224670
	Iteration 15Q: 3 clusters Score -74855.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74856.039062 Penalty: 659.224670
	Iteration 16Q: 3 clusters Score -74856.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74856.734375 Penalty: 659.224670
	Iteration 17Q: 3 clusters Score -74856.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74857.578125 Penalty: 659.224670
	Iteration 18Q: 3 clusters Score -74857.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74857.578125 Penalty: 659.224670
	Iteration 19F: 3 clusters Score -74857.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -127655.007812 Penalty: 346.964569
	Iteration 0F: 2 clusters Score -127655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -126170.085938 Penalty: 693.929138
	Iteration 0F: 3 clusters Score -126170.1 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -126667.875000 Penalty: 693.929138
	Iteration 1F: 3 clusters Score -126667.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -126792.398438 Penalty: 693.929138
	Iteration 2F: 3 clusters Score -126792.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -126955.257812 Penalty: 693.929138
	Iteration 3F: 3 clusters Score -126955.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -127088.585938 Penalty: 693.929138
	Iteration 4F: 3 clusters Score -127088.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -127182.468750 Penalty: 693.929138
	Iteration 5F: 3 clusters Score -127182.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -127243.914062 Penalty: 693.929138
	Iteration 6Q: 3 clusters Score -127243.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -127281.414062 Penalty: 693.929138
	Iteration 7Q: 3 clusters Score -127281.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -127308.757812 Penalty: 693.929138
	Iteration 8Q: 3 clusters Score -127308.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -127320.046875 Penalty: 693.929138
	Iteration 9Q: 3 clusters Score -127320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -127327.320312 Penalty: 693.929138
	Iteration 10Q: 3 clusters Score -127327.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -127331.523438 Penalty: 693.929138
	Iteration 11Q: 3 clusters Score -127331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -127335.187500 Penalty: 693.929138
	Iteration 12Q: 3 clusters Score -127335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -127340.742188 Penalty: 693.929138
	Iteration 13Q: 3 clusters Score -127340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -127345.859375 Penalty: 693.929138
	Iteration 14Q: 3 clusters Score -127345.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -127354.007812 Penalty: 693.929138
	Iteration 15Q: 3 clusters Score -127354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -127360.914062 Penalty: 693.929138
	Iteration 16Q: 3 clusters Score -127360.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -127367.476562 Penalty: 693.929138
	Iteration 17Q: 3 clusters Score -127367.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -127375.710938 Penalty: 693.929138
	Iteration 18Q: 3 clusters Score -127375.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -127380.929688 Penalty: 693.929138
	Iteration 19Q: 3 clusters Score -127380.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -127387.328125 Penalty: 693.929138
	Iteration 20F: 3 clusters Score -127387.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -127391.562500 Penalty: 693.929138
	Iteration 21Q: 3 clusters Score -127391.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -127395.000000 Penalty: 693.929138
	Iteration 22Q: 3 clusters Score -127395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -127396.515625 Penalty: 693.929138
	Iteration 23Q: 3 clusters Score -127396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -127399.867188 Penalty: 693.929138
	Iteration 24Q: 3 clusters Score -127399.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -127402.585938 Penalty: 693.929138
	Iteration 25Q: 3 clusters Score -127402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -127406.335938 Penalty: 693.929138
	Iteration 26Q: 3 clusters Score -127406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -127409.375000 Penalty: 693.929138
	Iteration 27Q: 3 clusters Score -127409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -127411.250000 Penalty: 693.929138
	Iteration 28Q: 3 clusters Score -127411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -127413.914062 Penalty: 693.929138
	Iteration 29Q: 3 clusters Score -127413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -127415.023438 Penalty: 693.929138
	Iteration 30Q: 3 clusters Score -127415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -127416.445312 Penalty: 693.929138
	Iteration 31Q: 3 clusters Score -127416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -127417.546875 Penalty: 693.929138
	Iteration 32Q: 3 clusters Score -127417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -127417.546875 Penalty: 693.929138
	Iteration 33F: 3 clusters Score -127417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4783.789062 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4783.789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4836.657227 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4836.657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4853.074707 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -4853.075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -28205.943359 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -28205.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27736.380859 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -27736.38 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27839.367188 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -27839.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27864.076172 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -27864.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27880.960938 Penalty: 559.315979
	Iteration 3Q: 3 clusters Score -27880.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27890.501953 Penalty: 559.315979
	Iteration 4Q: 3 clusters Score -27890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27900.625000 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -27900.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27906.652344 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -27906.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27909.351562 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -27909.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27915.199219 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -27915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27920.224609 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -27920.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27925.400391 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -27925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27927.824219 Penalty: 559.315979
	Iteration 11Q: 3 clusters Score -27927.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27928.175781 Penalty: 559.315979
	Iteration 12Q: 3 clusters Score -27928.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27928.175781 Penalty: 559.315979
	Iteration 13F: 3 clusters Score -27928.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Entering Unmasked Estep 
Score: -896496.625000 Penalty: 432.437836
	Iteration 0F: 2 clusters Score -896496.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -887449.500000 Penalty: 864.875671
	Iteration 0F: 3 clusters Score -887449.5 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -891114.812500 Penalty: 864.875671
	Iteration 1F: 3 clusters Score -891114.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -891231.125000 Penalty: 864.875671
	Iteration 2Q: 3 clusters Score -891231.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -891313.375000 Penalty: 864.875671
	Iteration 3Q: 3 clusters Score -891313.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -891390.687500 Penalty: 864.875671
	Iteration 4Q: 3 clusters Score -891390.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -891458.375000 Penalty: 864.875671
	Iteration 5Q: 3 clusters Score -891458.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -891533.687500 Penalty: 864.875671
	Iteration 6Q: 3 clusters Score -891533.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -891636.937500 Penalty: 864.875671
	Iteration 7Q: 3 clusters Score -891636.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -891787.000000 Penalty: 864.875671
	Iteration 8Q: 3 clusters Score -891787 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -892057.875000 Penalty: 864.875671
	Iteration 9Q: 3 clusters Score -892057.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -892475.812500 Penalty: 864.875671
	Iteration 10Q: 3 clusters Score -892475.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -893016.687500 Penalty: 864.875671
	Iteration 11F: 3 clusters Score -893016.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -893621.750000 Penalty: 864.875671
	Iteration 12F: 3 clusters Score -893621.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -894143.750000 Penalty: 864.875671
	Iteration 13F: 3 clusters Score -894143.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -894555.375000 Penalty: 864.875671
	Iteration 14Q: 3 clusters Score -894555.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -894817.250000 Penalty: 864.875671
	Iteration 15Q: 3 clusters Score -894817.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -894939.625000 Penalty: 864.875671
	Iteration 16Q: 3 clusters Score -894939.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -895015.750000 Penalty: 864.875671
	Iteration 17Q: 3 clusters Score -895015.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -895056.187500 Penalty: 864.875671
	Iteration 18Q: 3 clusters Score -895056.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -895078.437500 Penalty: 864.875671
	Iteration 19Q: 3 clusters Score -895078.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -895098.187500 Penalty: 864.875671
	Iteration 20F: 3 clusters Score -895098.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -895118.187500 Penalty: 864.875671
	Iteration 21Q: 3 clusters Score -895118.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -895132.312500 Penalty: 864.875671
	Iteration 22Q: 3 clusters Score -895132.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -895143.875000 Penalty: 864.875671
	Iteration 23Q: 3 clusters Score -895143.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -895153.937500 Penalty: 864.875671
	Iteration 24Q: 3 clusters Score -895153.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -895161.312500 Penalty: 864.875671
	Iteration 25Q: 3 clusters Score -895161.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -895173.250000 Penalty: 864.875671
	Iteration 26Q: 3 clusters Score -895173.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -895178.937500 Penalty: 864.875671
	Iteration 27Q: 3 clusters Score -895178.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -895184.000000 Penalty: 864.875671
	Iteration 28Q: 3 clusters Score -895184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -895191.000000 Penalty: 864.875671
	Iteration 29Q: 3 clusters Score -895191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -895197.312500 Penalty: 864.875671
	Iteration 30Q: 3 clusters Score -895197.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -895203.125000 Penalty: 864.875671
	Iteration 31Q: 3 clusters Score -895203.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -895212.000000 Penalty: 864.875671
	Iteration 32Q: 3 clusters Score -895212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -895221.750000 Penalty: 864.875671
	Iteration 33Q: 3 clusters Score -895221.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -895224.812500 Penalty: 864.875671
	Iteration 34Q: 3 clusters Score -895224.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -895230.562500 Penalty: 864.875671
	Iteration 35Q: 3 clusters Score -895230.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -895234.250000 Penalty: 864.875671
	Iteration 36Q: 3 clusters Score -895234.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -895238.187500 Penalty: 864.875671
	Iteration 37Q: 3 clusters Score -895238.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -895243.187500 Penalty: 864.875671
	Iteration 38Q: 3 clusters Score -895243.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -895245.625000 Penalty: 864.875671
	Iteration 39Q: 3 clusters Score -895245.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -895246.937500 Penalty: 864.875671
	Iteration 40F: 3 clusters Score -895246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -895247.437500 Penalty: 864.875671
	Iteration 41Q: 3 clusters Score -895247.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -895251.375000 Penalty: 864.875671
	Iteration 42Q: 3 clusters Score -895251.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -895253.812500 Penalty: 864.875671
	Iteration 43Q: 3 clusters Score -895253.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -895256.812500 Penalty: 864.875671
	Iteration 44Q: 3 clusters Score -895256.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -895255.812500 Penalty: 864.875671
	Iteration 45Q: 3 clusters Score -895255.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -895259.250000 Penalty: 864.875671
	Iteration 46Q: 3 clusters Score -895259.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -895265.375000 Penalty: 864.875671
	Iteration 47Q: 3 clusters Score -895265.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -895264.750000 Penalty: 864.875671
	Iteration 48Q: 3 clusters Score -895264.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -895266.687500 Penalty: 864.875671
	Iteration 49Q: 3 clusters Score -895266.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -895268.812500 Penalty: 864.875671
	Iteration 50Q: 3 clusters Score -895268.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -895268.375000 Penalty: 864.875671
	Iteration 51Q: 3 clusters Score -895268.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -895271.562500 Penalty: 864.875671
	Iteration 52Q: 3 clusters Score -895271.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -895273.875000 Penalty: 864.875671
	Iteration 53Q: 3 clusters Score -895273.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -895276.312500 Penalty: 864.875671
	Iteration 54Q: 3 clusters Score -895276.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -895281.437500 Penalty: 864.875671
	Iteration 55Q: 3 clusters Score -895281.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -895282.875000 Penalty: 864.875671
	Iteration 56Q: 3 clusters Score -895282.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -895286.562500 Penalty: 864.875671
	Iteration 57Q: 3 clusters Score -895286.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -895289.625000 Penalty: 864.875671
	Iteration 58Q: 3 clusters Score -895289.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -895294.187500 Penalty: 864.875671
	Iteration 59Q: 3 clusters Score -895294.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -895295.312500 Penalty: 864.875671
	Iteration 60F: 3 clusters Score -895295.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -895295.500000 Penalty: 864.875671
	Iteration 61Q: 3 clusters Score -895295.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -895304.187500 Penalty: 864.875671
	Iteration 62Q: 3 clusters Score -895304.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -895307.875000 Penalty: 864.875671
	Iteration 63Q: 3 clusters Score -895307.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -895313.062500 Penalty: 864.875671
	Iteration 64Q: 3 clusters Score -895313.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -895315.375000 Penalty: 864.875671
	Iteration 65Q: 3 clusters Score -895315.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -895316.312500 Penalty: 864.875671
	Iteration 66Q: 3 clusters Score -895316.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -895318.125000 Penalty: 864.875671
	Iteration 67Q: 3 clusters Score -895318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -895325.375000 Penalty: 864.875671
	Iteration 68Q: 3 clusters Score -895325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -895332.812500 Penalty: 864.875671
	Iteration 69Q: 3 clusters Score -895332.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -895337.687500 Penalty: 864.875671
	Iteration 70Q: 3 clusters Score -895337.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -895345.312500 Penalty: 864.875671
	Iteration 71Q: 3 clusters Score -895345.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -895349.625000 Penalty: 864.875671
	Iteration 72Q: 3 clusters Score -895349.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -895352.250000 Penalty: 864.875671
	Iteration 73Q: 3 clusters Score -895352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -895354.875000 Penalty: 864.875671
	Iteration 74Q: 3 clusters Score -895354.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -895358.937500 Penalty: 864.875671
	Iteration 75Q: 3 clusters Score -895358.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -895359.687500 Penalty: 864.875671
	Iteration 76Q: 3 clusters Score -895359.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -895363.375000 Penalty: 864.875671
	Iteration 77Q: 3 clusters Score -895363.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -895368.125000 Penalty: 864.875671
	Iteration 78Q: 3 clusters Score -895368.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -895373.187500 Penalty: 864.875671
	Iteration 79Q: 3 clusters Score -895373.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -895375.750000 Penalty: 864.875671
	Iteration 80F: 3 clusters Score -895375.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -895384.187500 Penalty: 864.875671
	Iteration 81Q: 3 clusters Score -895384.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -895388.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -895390.375000 Penalty: 864.875671
	Iteration 83Q: 3 clusters Score -895390.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -895394.937500 Penalty: 864.875671
	Iteration 84Q: 3 clusters Score -895394.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -895399.125000 Penalty: 864.875671
	Iteration 85Q: 3 clusters Score -895399.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -895402.500000 Penalty: 864.875671
	Iteration 86Q: 3 clusters Score -895402.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -895402.812500 Penalty: 864.875671
	Iteration 87Q: 3 clusters Score -895402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -895405.375000 Penalty: 864.875671
	Iteration 88Q: 3 clusters Score -895405.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -895406.062500 Penalty: 864.875671
	Iteration 89Q: 3 clusters Score -895406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -895405.687500 Penalty: 864.875671
	Iteration 90Q: 3 clusters Score -895405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -895406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -895407.812500 Penalty: 864.875671
	Iteration 92Q: 3 clusters Score -895407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -895408.500000 Penalty: 864.875671
	Iteration 93Q: 3 clusters Score -895408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -895407.500000 Penalty: 864.875671
	Iteration 94Q: 3 clusters Score -895407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -895407.875000 Penalty: 864.875671
	Iteration 95Q: 3 clusters Score -895407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -895406.812500 Penalty: 864.875671
	Iteration 96Q: 3 clusters Score -895406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -895407.375000 Penalty: 864.875671
	Iteration 97Q: 3 clusters Score -895407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -895407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -895409.375000 Penalty: 864.875671
	Iteration 99Q: 3 clusters Score -895409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -895408.625000 Penalty: 864.875671
	Iteration 100F: 3 clusters Score -895408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -895408.500000 Penalty: 864.875671
	Iteration 101Q: 3 clusters Score -895408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -895409.125000 Penalty: 864.875671
	Iteration 102Q: 3 clusters Score -895409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -895409.187500 Penalty: 864.875671
	Iteration 103Q: 3 clusters Score -895409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -895410.312500 Penalty: 864.875671
	Iteration 104Q: 3 clusters Score -895410.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -895410.875000 Penalty: 864.875671
	Iteration 105Q: 3 clusters Score -895410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -895411.250000 Penalty: 864.875671
	Iteration 106Q: 3 clusters Score -895411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -895411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -895409.625000 Penalty: 864.875671
	Iteration 108Q: 3 clusters Score -895409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -895410.125000 Penalty: 864.875671
	Iteration 109Q: 3 clusters Score -895410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -895410.875000 Penalty: 864.875671
	Iteration 110Q: 3 clusters Score -895410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -895412.312500 Penalty: 864.875671
	Iteration 111Q: 3 clusters Score -895412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -895412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -895413.562500 Penalty: 864.875671
	Iteration 113Q: 3 clusters Score -895413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -895413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -895414.125000 Penalty: 864.875671
	Iteration 115Q: 3 clusters Score -895414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -895414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -895413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -895414.000000 Penalty: 864.875671
	Iteration 118Q: 3 clusters Score -895414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -895413.500000 Penalty: 864.875671
	Iteration 119Q: 3 clusters Score -895413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -895411.937500 Penalty: 864.875671
	Iteration 120F: 3 clusters Score -895411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -895412.000000 Penalty: 864.875671
	Iteration 121Q: 3 clusters Score -895412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -895412.750000 Penalty: 864.875671
	Iteration 122Q: 3 clusters Score -895412.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -895414.625000 Penalty: 864.875671
	Iteration 123Q: 3 clusters Score -895414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -895415.937500 Penalty: 864.875671
	Iteration 124Q: 3 clusters Score -895415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -895418.375000 Penalty: 864.875671
	Iteration 125Q: 3 clusters Score -895418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -895420.187500 Penalty: 864.875671
	Iteration 126Q: 3 clusters Score -895420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -895422.625000 Penalty: 864.875671
	Iteration 127Q: 3 clusters Score -895422.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -895424.375000 Penalty: 864.875671
	Iteration 128Q: 3 clusters Score -895424.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -895425.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -895424.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -895423.312500 Penalty: 864.875671
	Iteration 131Q: 3 clusters Score -895423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -895425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -895424.562500 Penalty: 864.875671
	Iteration 133Q: 3 clusters Score -895424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -895427.000000 Penalty: 864.875671
	Iteration 134Q: 3 clusters Score -895427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -895430.687500 Penalty: 864.875671
	Iteration 135Q: 3 clusters Score -895430.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -895432.500000 Penalty: 864.875671
	Iteration 136Q: 3 clusters Score -895432.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -895439.000000 Penalty: 864.875671
	Iteration 137Q: 3 clusters Score -895439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -895446.750000 Penalty: 864.875671
	Iteration 138Q: 3 clusters Score -895446.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -895447.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -895450.750000 Penalty: 864.875671
	Iteration 140F: 3 clusters Score -895450.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -895458.375000 Penalty: 864.875671
	Iteration 141Q: 3 clusters Score -895458.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -895462.062500 Penalty: 864.875671
	Iteration 142Q: 3 clusters Score -895462.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -895470.000000 Penalty: 864.875671
	Iteration 143Q: 3 clusters Score -895470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -895475.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -895487.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -895494.250000 Penalty: 864.875671
	Iteration 146Q: 3 clusters Score -895494.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -895500.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -895512.312500 Penalty: 864.875671
	Iteration 148Q: 3 clusters Score -895512.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -895522.000000 Penalty: 864.875671
	Iteration 149Q: 3 clusters Score -895522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -895530.250000 Penalty: 864.875671
	Iteration 150Q: 3 clusters Score -895530.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -895540.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -895547.812500 Penalty: 864.875671
	Iteration 152Q: 3 clusters Score -895547.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -895561.625000 Penalty: 864.875671
	Iteration 153Q: 3 clusters Score -895561.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -895576.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -895590.000000 Penalty: 864.875671
	Iteration 155Q: 3 clusters Score -895590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -895609.062500 Penalty: 864.875671
	Iteration 156Q: 3 clusters Score -895609.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -895630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -895641.937500 Penalty: 864.875671
	Iteration 158Q: 3 clusters Score -895641.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -895651.312500 Penalty: 864.875671
	Iteration 159Q: 3 clusters Score -895651.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -895664.562500 Penalty: 864.875671
	Iteration 160F: 3 clusters Score -895664.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -895679.250000 Penalty: 864.875671
	Iteration 161Q: 3 clusters Score -895679.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -895690.500000 Penalty: 864.875671
	Iteration 162Q: 3 clusters Score -895690.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -895711.750000 Penalty: 864.875671
	Iteration 163Q: 3 clusters Score -895711.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -895728.875000 Penalty: 864.875671
	Iteration 164Q: 3 clusters Score -895728.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -895745.625000 Penalty: 864.875671
	Iteration 165Q: 3 clusters Score -895745.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -895759.687500 Penalty: 864.875671
	Iteration 166Q: 3 clusters Score -895759.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -895775.312500 Penalty: 864.875671
	Iteration 167Q: 3 clusters Score -895775.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -895790.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -895808.687500 Penalty: 864.875671
	Iteration 169Q: 3 clusters Score -895808.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -895820.625000 Penalty: 864.875671
	Iteration 170Q: 3 clusters Score -895820.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -895832.500000 Penalty: 864.875671
	Iteration 171Q: 3 clusters Score -895832.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -895844.000000 Penalty: 864.875671
	Iteration 172Q: 3 clusters Score -895844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -895856.062500 Penalty: 864.875671
	Iteration 173Q: 3 clusters Score -895856.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -895865.562500 Penalty: 864.875671
	Iteration 174Q: 3 clusters Score -895865.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -895875.937500 Penalty: 864.875671
	Iteration 175Q: 3 clusters Score -895875.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -895888.187500 Penalty: 864.875671
	Iteration 176Q: 3 clusters Score -895888.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -895908.125000 Penalty: 864.875671
	Iteration 177Q: 3 clusters Score -895908.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -895914.125000 Penalty: 864.875671
	Iteration 178Q: 3 clusters Score -895914.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -895923.562500 Penalty: 864.875671
	Iteration 179Q: 3 clusters Score -895923.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -895934.937500 Penalty: 864.875671
	Iteration 180F: 3 clusters Score -895934.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -895948.250000 Penalty: 864.875671
	Iteration 181Q: 3 clusters Score -895948.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -895965.187500 Penalty: 864.875671
	Iteration 182Q: 3 clusters Score -895965.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -895985.875000 Penalty: 864.875671
	Iteration 183Q: 3 clusters Score -895985.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -895999.437500 Penalty: 864.875671
	Iteration 184Q: 3 clusters Score -895999.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -896010.250000 Penalty: 864.875671
	Iteration 185Q: 3 clusters Score -896010.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -896015.062500 Penalty: 864.875671
	Iteration 186Q: 3 clusters Score -896015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -896021.375000 Penalty: 864.875671
	Iteration 187Q: 3 clusters Score -896021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -896026.125000 Penalty: 864.875671
	Iteration 188Q: 3 clusters Score -896026.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -896030.875000 Penalty: 864.875671
	Iteration 189Q: 3 clusters Score -896030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -896035.687500 Penalty: 864.875671
	Iteration 190Q: 3 clusters Score -896035.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -896040.062500 Penalty: 864.875671
	Iteration 191Q: 3 clusters Score -896040.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -896047.375000 Penalty: 864.875671
	Iteration 192Q: 3 clusters Score -896047.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -896048.687500 Penalty: 864.875671
	Iteration 193Q: 3 clusters Score -896048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -896052.437500 Penalty: 864.875671
	Iteration 194Q: 3 clusters Score -896052.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -896053.625000 Penalty: 864.875671
	Iteration 195Q: 3 clusters Score -896053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -896056.062500 Penalty: 864.875671
	Iteration 196Q: 3 clusters Score -896056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -896058.625000 Penalty: 864.875671
	Iteration 197Q: 3 clusters Score -896058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -896061.125000 Penalty: 864.875671
	Iteration 198Q: 3 clusters Score -896061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -896060.750000 Penalty: 864.875671
	Iteration 199Q: 3 clusters Score -896060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -896061.187500 Penalty: 864.875671
	Iteration 200F: 3 clusters Score -896061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -896063.687500 Penalty: 864.875671
	Iteration 201Q: 3 clusters Score -896063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -896063.875000 Penalty: 864.875671
	Iteration 202Q: 3 clusters Score -896063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -896063.812500 Penalty: 864.875671
	Iteration 203Q: 3 clusters Score -896063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -896064.625000 Penalty: 864.875671
	Iteration 204Q: 3 clusters Score -896064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -896063.812500 Penalty: 864.875671
	Iteration 205Q: 3 clusters Score -896063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -896065.125000 Penalty: 864.875671
	Iteration 206Q: 3 clusters Score -896065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -896066.562500 Penalty: 864.875671
	Iteration 207Q: 3 clusters Score -896066.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -896067.062500 Penalty: 864.875671
	Iteration 208Q: 3 clusters Score -896067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -896068.125000 Penalty: 864.875671
	Iteration 209Q: 3 clusters Score -896068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -896068.500000 Penalty: 864.875671
	Iteration 210Q: 3 clusters Score -896068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -896067.250000 Penalty: 864.875671
	Iteration 211Q: 3 clusters Score -896067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -896068.687500 Penalty: 864.875671
	Iteration 212Q: 3 clusters Score -896068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -896068.937500 Penalty: 864.875671
	Iteration 213Q: 3 clusters Score -896068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -896069.750000 Penalty: 864.875671
	Iteration 214Q: 3 clusters Score -896069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -896071.937500 Penalty: 864.875671
	Iteration 215Q: 3 clusters Score -896071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -896072.562500 Penalty: 864.875671
	Iteration 216Q: 3 clusters Score -896072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -896074.625000 Penalty: 864.875671
	Iteration 217Q: 3 clusters Score -896074.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -896076.500000 Penalty: 864.875671
	Iteration 218Q: 3 clusters Score -896076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -896079.187500 Penalty: 864.875671
	Iteration 219Q: 3 clusters Score -896079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -896080.375000 Penalty: 864.875671
	Iteration 220F: 3 clusters Score -896080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -896083.187500 Penalty: 864.875671
	Iteration 221Q: 3 clusters Score -896083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -896085.875000 Penalty: 864.875671
	Iteration 222Q: 3 clusters Score -896085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -896090.375000 Penalty: 864.875671
	Iteration 223Q: 3 clusters Score -896090.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -896091.812500 Penalty: 864.875671
	Iteration 224Q: 3 clusters Score -896091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -896093.875000 Penalty: 864.875671
	Iteration 225Q: 3 clusters Score -896093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -896094.625000 Penalty: 864.875671
	Iteration 226Q: 3 clusters Score -896094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -896095.062500 Penalty: 864.875671
	Iteration 227Q: 3 clusters Score -896095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -896096.937500 Penalty: 864.875671
	Iteration 228Q: 3 clusters Score -896096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -896097.500000 Penalty: 864.875671
	Iteration 229Q: 3 clusters Score -896097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -896098.125000 Penalty: 864.875671
	Iteration 230Q: 3 clusters Score -896098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -896099.437500 Penalty: 864.875671
	Iteration 231Q: 3 clusters Score -896099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -896101.312500 Penalty: 864.875671
	Iteration 232Q: 3 clusters Score -896101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -896102.562500 Penalty: 864.875671
	Iteration 233Q: 3 clusters Score -896102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -896104.687500 Penalty: 864.875671
	Iteration 234Q: 3 clusters Score -896104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -896106.375000 Penalty: 864.875671
	Iteration 235Q: 3 clusters Score -896106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -896107.875000 Penalty: 864.875671
	Iteration 236Q: 3 clusters Score -896107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -896109.500000 Penalty: 864.875671
	Iteration 237Q: 3 clusters Score -896109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -896112.000000 Penalty: 864.875671
	Iteration 238Q: 3 clusters Score -896112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -896114.687500 Penalty: 864.875671
	Iteration 239Q: 3 clusters Score -896114.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -896114.500000 Penalty: 864.875671
	Iteration 240F: 3 clusters Score -896114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -896115.125000 Penalty: 864.875671
	Iteration 241Q: 3 clusters Score -896115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -896117.750000 Penalty: 864.875671
	Iteration 242Q: 3 clusters Score -896117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -896117.937500 Penalty: 864.875671
	Iteration 243Q: 3 clusters Score -896117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -896117.375000 Penalty: 864.875671
	Iteration 244Q: 3 clusters Score -896117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -896119.500000 Penalty: 864.875671
	Iteration 245Q: 3 clusters Score -896119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -896120.750000 Penalty: 864.875671
	Iteration 246Q: 3 clusters Score -896120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -896122.250000 Penalty: 864.875671
	Iteration 247Q: 3 clusters Score -896122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -896123.125000 Penalty: 864.875671
	Iteration 248Q: 3 clusters Score -896123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -896122.625000 Penalty: 864.875671
	Iteration 249Q: 3 clusters Score -896122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -896122.312500 Penalty: 864.875671
	Iteration 250Q: 3 clusters Score -896122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -896122.187500 Penalty: 864.875671
	Iteration 251Q: 3 clusters Score -896122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -896122.000000 Penalty: 864.875671
	Iteration 252Q: 3 clusters Score -896122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -896123.375000 Penalty: 864.875671
	Iteration 253Q: 3 clusters Score -896123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -896123.687500 Penalty: 864.875671
	Iteration 254Q: 3 clusters Score -896123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -896123.687500 Penalty: 864.875671
	Iteration 255F: 3 clusters Score -896123.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Entering Unmasked Estep 
Score: -3377260.500000 Penalty: 493.956543
	Iteration 0F: 2 clusters Score -3377260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3343832.250000 Penalty: 987.913086
	Iteration 0F: 3 clusters Score -3343832 nChanged 25093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3359053.000000 Penalty: 987.913086
	Iteration 1F: 3 clusters Score -3359053 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3360456.250000 Penalty: 987.913086
	Iteration 2F: 3 clusters Score -3360456 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3362645.000000 Penalty: 987.913086
	Iteration 3F: 3 clusters Score -3362645 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3365573.000000 Penalty: 987.913086
	Iteration 4F: 3 clusters Score -3365573 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3369326.000000 Penalty: 987.913086
	Iteration 5F: 3 clusters Score -3369326 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3371789.750000 Penalty: 987.913086
	Iteration 6Q: 3 clusters Score -3371790 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3372896.250000 Penalty: 987.913086
	Iteration 7Q: 3 clusters Score -3372896 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3373534.250000 Penalty: 987.913086
	Iteration 8Q: 3 clusters Score -3373534 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3374054.750000 Penalty: 987.913086
	Iteration 9Q: 3 clusters Score -3374055 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3374592.000000 Penalty: 987.913086
	Iteration 10Q: 3 clusters Score -3374592 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3375046.500000 Penalty: 987.913086
	Iteration 11Q: 3 clusters Score -3375046 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3375414.500000 Penalty: 987.913086
	Iteration 12Q: 3 clusters Score -3375414 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3375750.250000 Penalty: 987.913086
	Iteration 13Q: 3 clusters Score -3375750 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3376043.000000 Penalty: 987.913086
	Iteration 14Q: 3 clusters Score -3376043 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3376235.000000 Penalty: 987.913086
	Iteration 15Q: 3 clusters Score -3376235 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3376444.500000 Penalty: 987.913086
	Iteration 16Q: 3 clusters Score -3376444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3376597.000000 Penalty: 987.913086
	Iteration 17Q: 3 clusters Score -3376597 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3376699.250000 Penalty: 987.913086
	Iteration 18Q: 3 clusters Score -3376699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3376744.750000 Penalty: 987.913086
	Iteration 19Q: 3 clusters Score -3376745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3376772.250000 Penalty: 987.913086
	Iteration 20F: 3 clusters Score -3376772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3376800.500000 Penalty: 987.913086
	Iteration 21Q: 3 clusters Score -3376800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3376843.500000 Penalty: 987.913086
	Iteration 22Q: 3 clusters Score -3376844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -3376863.500000 Penalty: 987.913086
	Iteration 23Q: 3 clusters Score -3376864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3376878.000000 Penalty: 987.913086
	Iteration 24Q: 3 clusters Score -3376878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3376891.000000 Penalty: 987.913086
	Iteration 25Q: 3 clusters Score -3376891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3376900.000000 Penalty: 987.913086
	Iteration 26Q: 3 clusters Score -3376900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3376903.000000 Penalty: 987.913086
	Iteration 27Q: 3 clusters Score -3376903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3376911.500000 Penalty: 987.913086
	Iteration 28Q: 3 clusters Score -3376912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3376915.000000 Penalty: 987.913086
	Iteration 29Q: 3 clusters Score -3376915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3376921.250000 Penalty: 987.913086
	Iteration 30Q: 3 clusters Score -3376921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3376925.000000 Penalty: 987.913086
	Iteration 31Q: 3 clusters Score -3376925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3376927.500000 Penalty: 987.913086
	Iteration 32Q: 3 clusters Score -3376928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3376932.750000 Penalty: 987.913086
	Iteration 33Q: 3 clusters Score -3376933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3376934.000000 Penalty: 987.913086
	Iteration 34Q: 3 clusters Score -3376934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3376936.750000 Penalty: 987.913086
	Iteration 35Q: 3 clusters Score -3376937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3376936.750000 Penalty: 987.913086
	Iteration 36F: 3 clusters Score -3376937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Entering Unmasked Estep 
Score: -516910.781250 Penalty: 409.990997
	Iteration 0F: 2 clusters Score -516910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -511439.156250 Penalty: 819.981995
	Iteration 0F: 3 clusters Score -511439.2 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -513716.031250 Penalty: 819.981995
	Iteration 1F: 3 clusters Score -513716 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -513931.968750 Penalty: 819.981995
	Iteration 2F: 3 clusters Score -513932 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -514174.406250 Penalty: 819.981995
	Iteration 3F: 3 clusters Score -514174.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -514514.281250 Penalty: 819.981995
	Iteration 4F: 3 clusters Score -514514.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -514936.312500 Penalty: 819.981995
	Iteration 5F: 3 clusters Score -514936.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -515322.437500 Penalty: 819.981995
	Iteration 6F: 3 clusters Score -515322.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -515661.500000 Penalty: 819.981995
	Iteration 7F: 3 clusters Score -515661.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -515934.937500 Penalty: 819.981995
	Iteration 8Q: 3 clusters Score -515934.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -516120.593750 Penalty: 819.981995
	Iteration 9Q: 3 clusters Score -516120.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -516255.062500 Penalty: 819.981995
	Iteration 10Q: 3 clusters Score -516255.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -516361.500000 Penalty: 819.981995
	Iteration 11Q: 3 clusters Score -516361.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -516425.437500 Penalty: 819.981995
	Iteration 12Q: 3 clusters Score -516425.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -516460.843750 Penalty: 819.981995
	Iteration 13Q: 3 clusters Score -516460.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -516484.437500 Penalty: 819.981995
	Iteration 14Q: 3 clusters Score -516484.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -516503.218750 Penalty: 819.981995
	Iteration 15Q: 3 clusters Score -516503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -516513.375000 Penalty: 819.981995
	Iteration 16Q: 3 clusters Score -516513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -516523.968750 Penalty: 819.981995
	Iteration 17Q: 3 clusters Score -516524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -516527.750000 Penalty: 819.981995
	Iteration 18Q: 3 clusters Score -516527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -516533.906250 Penalty: 819.981995
	Iteration 19Q: 3 clusters Score -516533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -516536.625000 Penalty: 819.981995
	Iteration 20F: 3 clusters Score -516536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -516536.625000 Penalty: 819.981995
	Iteration 21Q: 3 clusters Score -516536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -516536.625000 Penalty: 819.981995
	Iteration 22F: 3 clusters Score -516536.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1804.393921 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1804.394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1842.789673 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1842.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1848.965454 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1848.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1855.522583 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -1855.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1855.522583 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -1855.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -92109.617188 Penalty: 335.201996
	Iteration 0F: 2 clusters Score -92109.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -90923.351562 Penalty: 670.403992
	Iteration 0F: 3 clusters Score -90923.35 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -91267.585938 Penalty: 670.403992
	Iteration 1F: 3 clusters Score -91267.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -91336.140625 Penalty: 670.403992
	Iteration 2F: 3 clusters Score -91336.14 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -91389.976562 Penalty: 670.403992
	Iteration 3F: 3 clusters Score -91389.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -91429.171875 Penalty: 670.403992
	Iteration 4Q: 3 clusters Score -91429.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -91467.812500 Penalty: 670.403992
	Iteration 5Q: 3 clusters Score -91467.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -91515.523438 Penalty: 670.403992
	Iteration 6Q: 3 clusters Score -91515.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91586.500000 Penalty: 670.403992
	Iteration 7Q: 3 clusters Score -91586.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -91660.718750 Penalty: 670.403992
	Iteration 8Q: 3 clusters Score -91660.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -91739.039062 Penalty: 670.403992
	Iteration 9Q: 3 clusters Score -91739.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -91767.789062 Penalty: 670.403992
	Iteration 10Q: 3 clusters Score -91767.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91782.476562 Penalty: 670.403992
	Iteration 11Q: 3 clusters Score -91782.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -91791.882812 Penalty: 670.403992
	Iteration 12Q: 3 clusters Score -91791.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -91799.093750 Penalty: 670.403992
	Iteration 13Q: 3 clusters Score -91799.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -91803.640625 Penalty: 670.403992
	Iteration 14Q: 3 clusters Score -91803.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -91807.343750 Penalty: 670.403992
	Iteration 15Q: 3 clusters Score -91807.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -91810.117188 Penalty: 670.403992
	Iteration 16Q: 3 clusters Score -91810.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -91814.453125 Penalty: 670.403992
	Iteration 17Q: 3 clusters Score -91814.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -91816.882812 Penalty: 670.403992
	Iteration 18Q: 3 clusters Score -91816.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -91821.226562 Penalty: 670.403992
	Iteration 19Q: 3 clusters Score -91821.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91824.281250 Penalty: 670.403992
	Iteration 20F: 3 clusters Score -91824.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -91827.546875 Penalty: 670.403992
	Iteration 21Q: 3 clusters Score -91827.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -91828.890625 Penalty: 670.403992
	Iteration 22Q: 3 clusters Score -91828.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91830.437500 Penalty: 670.403992
	Iteration 23Q: 3 clusters Score -91830.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91831.804688 Penalty: 670.403992
	Iteration 24Q: 3 clusters Score -91831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -91833.859375 Penalty: 670.403992
	Iteration 25Q: 3 clusters Score -91833.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -91838.179688 Penalty: 670.403992
	Iteration 26Q: 3 clusters Score -91838.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91841.031250 Penalty: 670.403992
	Iteration 27Q: 3 clusters Score -91841.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91843.093750 Penalty: 670.403992
	Iteration 28Q: 3 clusters Score -91843.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -91844.882812 Penalty: 670.403992
	Iteration 29Q: 3 clusters Score -91844.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91846.789062 Penalty: 670.403992
	Iteration 30Q: 3 clusters Score -91846.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91848.812500 Penalty: 670.403992
	Iteration 31Q: 3 clusters Score -91848.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91848.640625 Penalty: 670.403992
	Iteration 32Q: 3 clusters Score -91848.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91848.773438 Penalty: 670.403992
	Iteration 33Q: 3 clusters Score -91848.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91848.773438 Penalty: 670.403992
	Iteration 34F: 3 clusters Score -91848.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -255053.218750 Penalty: 375.129150
	Iteration 0F: 2 clusters Score -255053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -252462.468750 Penalty: 750.258301
	Iteration 0F: 3 clusters Score -252462.5 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -253322.234375 Penalty: 750.258301
	Iteration 1F: 3 clusters Score -253322.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -253413.750000 Penalty: 750.258301
	Iteration 2F: 3 clusters Score -253413.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -253506.593750 Penalty: 750.258301
	Iteration 3F: 3 clusters Score -253506.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -253627.156250 Penalty: 750.258301
	Iteration 4F: 3 clusters Score -253627.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -253772.546875 Penalty: 750.258301
	Iteration 5F: 3 clusters Score -253772.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -253971.937500 Penalty: 750.258301
	Iteration 6F: 3 clusters Score -253971.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -254237.406250 Penalty: 750.258301
	Iteration 7F: 3 clusters Score -254237.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -254434.328125 Penalty: 750.258301
	Iteration 8F: 3 clusters Score -254434.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -254576.000000 Penalty: 750.258301
	Iteration 9Q: 3 clusters Score -254576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -254645.796875 Penalty: 750.258301
	Iteration 10Q: 3 clusters Score -254645.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -254694.734375 Penalty: 750.258301
	Iteration 11Q: 3 clusters Score -254694.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -254711.984375 Penalty: 750.258301
	Iteration 12Q: 3 clusters Score -254712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -254720.203125 Penalty: 750.258301
	Iteration 13Q: 3 clusters Score -254720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -254723.593750 Penalty: 750.258301
	Iteration 14Q: 3 clusters Score -254723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -254725.343750 Penalty: 750.258301
	Iteration 15Q: 3 clusters Score -254725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -254725.843750 Penalty: 750.258301
	Iteration 16Q: 3 clusters Score -254725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -254725.843750 Penalty: 750.258301
	Iteration 17F: 3 clusters Score -254725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Entering Unmasked Estep 
Score: -1643525.125000 Penalty: 460.956055
	Iteration 0F: 2 clusters Score -1643525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1626804.250000 Penalty: 921.912109
	Iteration 0F: 3 clusters Score -1626804 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1634159.250000 Penalty: 921.912109
	Iteration 1F: 3 clusters Score -1634159 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1635224.375000 Penalty: 921.912109
	Iteration 2F: 3 clusters Score -1635224 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1636827.625000 Penalty: 921.912109
	Iteration 3F: 3 clusters Score -1636828 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1638737.125000 Penalty: 921.912109
	Iteration 4F: 3 clusters Score -1638737 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1640445.000000 Penalty: 921.912109
	Iteration 5F: 3 clusters Score -1640445 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1641409.125000 Penalty: 921.912109
	Iteration 6F: 3 clusters Score -1641409 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1641847.125000 Penalty: 921.912109
	Iteration 7Q: 3 clusters Score -1641847 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1642094.375000 Penalty: 921.912109
	Iteration 8Q: 3 clusters Score -1642094 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1642238.125000 Penalty: 921.912109
	Iteration 9Q: 3 clusters Score -1642238 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1642351.625000 Penalty: 921.912109
	Iteration 10Q: 3 clusters Score -1642352 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1642415.875000 Penalty: 921.912109
	Iteration 11Q: 3 clusters Score -1642416 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1642458.500000 Penalty: 921.912109
	Iteration 12Q: 3 clusters Score -1642458 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1642499.375000 Penalty: 921.912109
	Iteration 13Q: 3 clusters Score -1642499 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1642515.750000 Penalty: 921.912109
	Iteration 14Q: 3 clusters Score -1642516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1642536.500000 Penalty: 921.912109
	Iteration 15Q: 3 clusters Score -1642536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1642550.750000 Penalty: 921.912109
	Iteration 16Q: 3 clusters Score -1642551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1642568.125000 Penalty: 921.912109
	Iteration 17Q: 3 clusters Score -1642568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1642580.625000 Penalty: 921.912109
	Iteration 18Q: 3 clusters Score -1642581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1642593.250000 Penalty: 921.912109
	Iteration 19Q: 3 clusters Score -1642593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1642603.250000 Penalty: 921.912109
	Iteration 20F: 3 clusters Score -1642603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1642622.000000 Penalty: 921.912109
	Iteration 21Q: 3 clusters Score -1642622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1642623.125000 Penalty: 921.912109
	Iteration 22Q: 3 clusters Score -1642623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1642631.625000 Penalty: 921.912109
	Iteration 23Q: 3 clusters Score -1642632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1642639.000000 Penalty: 921.912109
	Iteration 24Q: 3 clusters Score -1642639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1642640.875000 Penalty: 921.912109
	Iteration 25Q: 3 clusters Score -1642641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1642642.250000 Penalty: 921.912109
	Iteration 26Q: 3 clusters Score -1642642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1642648.000000 Penalty: 921.912109
	Iteration 27Q: 3 clusters Score -1642648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1642653.250000 Penalty: 921.912109
	Iteration 28Q: 3 clusters Score -1642653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1642650.375000 Penalty: 921.912109
	Iteration 29Q: 3 clusters Score -1642650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1642649.750000 Penalty: 921.912109
	Iteration 30Q: 3 clusters Score -1642650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1642649.500000 Penalty: 921.912109
	Iteration 31Q: 3 clusters Score -1642650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1642663.000000 Penalty: 921.912109
	Iteration 32Q: 3 clusters Score -1642663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1642673.000000 Penalty: 921.912109
	Iteration 33Q: 3 clusters Score -1642673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1642676.875000 Penalty: 921.912109
	Iteration 34Q: 3 clusters Score -1642677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1642680.625000 Penalty: 921.912109
	Iteration 35Q: 3 clusters Score -1642681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1642684.000000 Penalty: 921.912109
	Iteration 36Q: 3 clusters Score -1642684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1642689.375000 Penalty: 921.912109
	Iteration 37Q: 3 clusters Score -1642689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1642699.000000 Penalty: 921.912109
	Iteration 38Q: 3 clusters Score -1642699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1642696.625000 Penalty: 921.912109
	Iteration 39Q: 3 clusters Score -1642697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1642704.875000 Penalty: 921.912109
	Iteration 40F: 3 clusters Score -1642705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1642717.625000 Penalty: 921.912109
	Iteration 41Q: 3 clusters Score -1642718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1642722.375000 Penalty: 921.912109
	Iteration 42Q: 3 clusters Score -1642722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1642733.750000 Penalty: 921.912109
	Iteration 43Q: 3 clusters Score -1642734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1642734.375000 Penalty: 921.912109
	Iteration 44Q: 3 clusters Score -1642734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1642739.375000 Penalty: 921.912109
	Iteration 45Q: 3 clusters Score -1642739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1642746.375000 Penalty: 921.912109
	Iteration 46Q: 3 clusters Score -1642746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1642749.875000 Penalty: 921.912109
	Iteration 47Q: 3 clusters Score -1642750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1642758.250000 Penalty: 921.912109
	Iteration 48Q: 3 clusters Score -1642758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1642763.375000 Penalty: 921.912109
	Iteration 49Q: 3 clusters Score -1642763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1642765.375000 Penalty: 921.912109
	Iteration 50Q: 3 clusters Score -1642765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1642771.500000 Penalty: 921.912109
	Iteration 51Q: 3 clusters Score -1642772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1642778.375000 Penalty: 921.912109
	Iteration 52Q: 3 clusters Score -1642778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1642777.125000 Penalty: 921.912109
	Iteration 53Q: 3 clusters Score -1642777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1642785.750000 Penalty: 921.912109
	Iteration 54Q: 3 clusters Score -1642786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1642789.000000 Penalty: 921.912109
	Iteration 55Q: 3 clusters Score -1642789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1642793.750000 Penalty: 921.912109
	Iteration 56Q: 3 clusters Score -1642794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1642794.000000 Penalty: 921.912109
	Iteration 57Q: 3 clusters Score -1642794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1642799.750000 Penalty: 921.912109
	Iteration 58Q: 3 clusters Score -1642800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1642803.750000 Penalty: 921.912109
	Iteration 59Q: 3 clusters Score -1642804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1642809.000000 Penalty: 921.912109
	Iteration 60F: 3 clusters Score -1642809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1642818.625000 Penalty: 921.912109
	Iteration 61Q: 3 clusters Score -1642819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1642819.375000 Penalty: 921.912109
	Iteration 62Q: 3 clusters Score -1642819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1642832.250000 Penalty: 921.912109
	Iteration 63Q: 3 clusters Score -1642832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1642831.250000 Penalty: 921.912109
	Iteration 64Q: 3 clusters Score -1642831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1642835.750000 Penalty: 921.912109
	Iteration 65Q: 3 clusters Score -1642836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1642842.125000 Penalty: 921.912109
	Iteration 66Q: 3 clusters Score -1642842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1642844.500000 Penalty: 921.912109
	Iteration 67Q: 3 clusters Score -1642844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1642856.250000 Penalty: 921.912109
	Iteration 68Q: 3 clusters Score -1642856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1642855.750000 Penalty: 921.912109
	Iteration 69Q: 3 clusters Score -1642856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1642862.750000 Penalty: 921.912109
	Iteration 70Q: 3 clusters Score -1642863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1642878.375000 Penalty: 921.912109
	Iteration 71Q: 3 clusters Score -1642878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1642883.375000 Penalty: 921.912109
	Iteration 72Q: 3 clusters Score -1642883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1642894.875000 Penalty: 921.912109
	Iteration 73Q: 3 clusters Score -1642895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1642894.000000 Penalty: 921.912109
	Iteration 74Q: 3 clusters Score -1642894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1642904.750000 Penalty: 921.912109
	Iteration 75Q: 3 clusters Score -1642905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1642914.625000 Penalty: 921.912109
	Iteration 76Q: 3 clusters Score -1642915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1642916.500000 Penalty: 921.912109
	Iteration 77Q: 3 clusters Score -1642916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1642929.250000 Penalty: 921.912109
	Iteration 78Q: 3 clusters Score -1642929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1642941.875000 Penalty: 921.912109
	Iteration 79Q: 3 clusters Score -1642942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1642951.000000 Penalty: 921.912109
	Iteration 80F: 3 clusters Score -1642951 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1642962.250000 Penalty: 921.912109
	Iteration 81Q: 3 clusters Score -1642962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1642970.250000 Penalty: 921.912109
	Iteration 82Q: 3 clusters Score -1642970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1642973.250000 Penalty: 921.912109
	Iteration 83Q: 3 clusters Score -1642973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1642985.500000 Penalty: 921.912109
	Iteration 84Q: 3 clusters Score -1642986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1642999.125000 Penalty: 921.912109
	Iteration 85Q: 3 clusters Score -1642999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1643006.625000 Penalty: 921.912109
	Iteration 86Q: 3 clusters Score -1643007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1643007.875000 Penalty: 921.912109
	Iteration 87Q: 3 clusters Score -1643008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1643012.000000 Penalty: 921.912109
	Iteration 88Q: 3 clusters Score -1643012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1643014.625000 Penalty: 921.912109
	Iteration 89Q: 3 clusters Score -1643015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1643020.875000 Penalty: 921.912109
	Iteration 90Q: 3 clusters Score -1643021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1643029.250000 Penalty: 921.912109
	Iteration 91Q: 3 clusters Score -1643029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1643040.750000 Penalty: 921.912109
	Iteration 92Q: 3 clusters Score -1643041 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1643045.375000 Penalty: 921.912109
	Iteration 93Q: 3 clusters Score -1643045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1643046.500000 Penalty: 921.912109
	Iteration 94Q: 3 clusters Score -1643046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1643050.125000 Penalty: 921.912109
	Iteration 95Q: 3 clusters Score -1643050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1643054.000000 Penalty: 921.912109
	Iteration 96Q: 3 clusters Score -1643054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1643062.000000 Penalty: 921.912109
	Iteration 97Q: 3 clusters Score -1643062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1643065.125000 Penalty: 921.912109
	Iteration 98Q: 3 clusters Score -1643065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1643078.000000 Penalty: 921.912109
	Iteration 99Q: 3 clusters Score -1643078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1643089.250000 Penalty: 921.912109
	Iteration 100F: 3 clusters Score -1643089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1643095.625000 Penalty: 921.912109
	Iteration 101Q: 3 clusters Score -1643096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1643107.500000 Penalty: 921.912109
	Iteration 102Q: 3 clusters Score -1643108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1643123.625000 Penalty: 921.912109
	Iteration 103Q: 3 clusters Score -1643124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1643132.125000 Penalty: 921.912109
	Iteration 104Q: 3 clusters Score -1643132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1643141.875000 Penalty: 921.912109
	Iteration 105Q: 3 clusters Score -1643142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1643142.625000 Penalty: 921.912109
	Iteration 106Q: 3 clusters Score -1643143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1643150.750000 Penalty: 921.912109
	Iteration 107Q: 3 clusters Score -1643151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1643160.375000 Penalty: 921.912109
	Iteration 108Q: 3 clusters Score -1643160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1643171.875000 Penalty: 921.912109
	Iteration 109Q: 3 clusters Score -1643172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1643176.000000 Penalty: 921.912109
	Iteration 110Q: 3 clusters Score -1643176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1643186.875000 Penalty: 921.912109
	Iteration 111Q: 3 clusters Score -1643187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1643198.500000 Penalty: 921.912109
	Iteration 112Q: 3 clusters Score -1643198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1643200.125000 Penalty: 921.912109
	Iteration 113Q: 3 clusters Score -1643200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1643206.625000 Penalty: 921.912109
	Iteration 114Q: 3 clusters Score -1643207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1643209.375000 Penalty: 921.912109
	Iteration 115Q: 3 clusters Score -1643209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1643215.250000 Penalty: 921.912109
	Iteration 116Q: 3 clusters Score -1643215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1643215.750000 Penalty: 921.912109
	Iteration 117Q: 3 clusters Score -1643216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1643222.625000 Penalty: 921.912109
	Iteration 118Q: 3 clusters Score -1643223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1643221.125000 Penalty: 921.912109
	Iteration 119Q: 3 clusters Score -1643221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1643226.500000 Penalty: 921.912109
	Iteration 120F: 3 clusters Score -1643226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1643229.375000 Penalty: 921.912109
	Iteration 121Q: 3 clusters Score -1643229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1643230.875000 Penalty: 921.912109
	Iteration 122Q: 3 clusters Score -1643231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1643229.875000 Penalty: 921.912109
	Iteration 123Q: 3 clusters Score -1643230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1643227.875000 Penalty: 921.912109
	Iteration 124Q: 3 clusters Score -1643228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1643230.375000 Penalty: 921.912109
	Iteration 125Q: 3 clusters Score -1643230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1643233.875000 Penalty: 921.912109
	Iteration 126Q: 3 clusters Score -1643234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1643231.750000 Penalty: 921.912109
	Iteration 127Q: 3 clusters Score -1643232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1643233.625000 Penalty: 921.912109
	Iteration 128Q: 3 clusters Score -1643234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1643234.250000 Penalty: 921.912109
	Iteration 129Q: 3 clusters Score -1643234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1643232.500000 Penalty: 921.912109
	Iteration 130Q: 3 clusters Score -1643232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1643232.625000 Penalty: 921.912109
	Iteration 131Q: 3 clusters Score -1643233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1643233.500000 Penalty: 921.912109
	Iteration 132Q: 3 clusters Score -1643234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1643232.125000 Penalty: 921.912109
	Iteration 133Q: 3 clusters Score -1643232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1643230.500000 Penalty: 921.912109
	Iteration 134Q: 3 clusters Score -1643230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1643229.500000 Penalty: 921.912109
	Iteration 135Q: 3 clusters Score -1643230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1643231.500000 Penalty: 921.912109
	Iteration 136Q: 3 clusters Score -1643232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1643229.125000 Penalty: 921.912109
	Iteration 137Q: 3 clusters Score -1643229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1643229.750000 Penalty: 921.912109
	Iteration 138Q: 3 clusters Score -1643230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1643229.000000 Penalty: 921.912109
	Iteration 139Q: 3 clusters Score -1643229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1643229.625000 Penalty: 921.912109
	Iteration 140F: 3 clusters Score -1643230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1643230.750000 Penalty: 921.912109
	Iteration 141Q: 3 clusters Score -1643231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1643230.375000 Penalty: 921.912109
	Iteration 142Q: 3 clusters Score -1643230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1643229.250000 Penalty: 921.912109
	Iteration 143Q: 3 clusters Score -1643229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1643228.875000 Penalty: 921.912109
	Iteration 144Q: 3 clusters Score -1643229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1643230.500000 Penalty: 921.912109
	Iteration 145Q: 3 clusters Score -1643230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1643233.000000 Penalty: 921.912109
	Iteration 146Q: 3 clusters Score -1643233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1643233.125000 Penalty: 921.912109
	Iteration 147Q: 3 clusters Score -1643233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1643233.500000 Penalty: 921.912109
	Iteration 148Q: 3 clusters Score -1643234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1643233.500000 Penalty: 921.912109
	Iteration 149F: 3 clusters Score -1643234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -19130.351562 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -19130.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18723.472656 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -18723.47 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18800.765625 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -18800.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18825.542969 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -18825.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18838.773438 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -18838.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18848.207031 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -18848.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18853.695312 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -18853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18857.451172 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -18857.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18860.982422 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -18860.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18866.802734 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -18866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18869.763672 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -18869.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18869.763672 Penalty: 530.701294
	Iteration 10F: 3 clusters Score -18869.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (84075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Entering Unmasked Estep 
Score: -5297162.000000 Penalty: 515.945618
	Iteration 0F: 2 clusters Score -5297162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5242201.500000 Penalty: 1031.891235
	Iteration 0F: 3 clusters Score -5242202 nChanged 41145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5270656 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5274972.500000 Penalty: 1031.891235
	Iteration 2F: 3 clusters Score -5274972 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5280503 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -5285147.500000 Penalty: 1031.891235
	Iteration 4F: 3 clusters Score -5285148 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5287438 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5288341.500000 Penalty: 1031.891235
	Iteration 6Q: 3 clusters Score -5288342 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5288989.500000 Penalty: 1031.891235
	Iteration 7Q: 3 clusters Score -5288990 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -5289705.500000 Penalty: 1031.891235
	Iteration 8Q: 3 clusters Score -5289706 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5290434 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5291179 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5291979 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5292835.500000 Penalty: 1031.891235
	Iteration 12Q: 3 clusters Score -5292836 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5293743.500000 Penalty: 1031.891235
	Iteration 13Q: 3 clusters Score -5293744 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5294580 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5295479 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -5296161.000000 Penalty: 1031.891235
	Iteration 16Q: 3 clusters Score -5296161 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5296628.500000 Penalty: 1031.891235
	Iteration 17Q: 3 clusters Score -5296628 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5296963.500000 Penalty: 1031.891235
	Iteration 18Q: 3 clusters Score -5296964 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5297178.500000 Penalty: 1031.891235
	Iteration 19Q: 3 clusters Score -5297178 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5297381.000000 Penalty: 1031.891235
	Iteration 20F: 3 clusters Score -5297381 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5297536.500000 Penalty: 1031.891235
	Iteration 21Q: 3 clusters Score -5297536 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -5297603.500000 Penalty: 1031.891235
	Iteration 22Q: 3 clusters Score -5297604 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5297639.000000 Penalty: 1031.891235
	Iteration 23Q: 3 clusters Score -5297639 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -5297703.500000 Penalty: 1031.891235
	Iteration 24Q: 3 clusters Score -5297704 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5297708.000000 Penalty: 1031.891235
	Iteration 25Q: 3 clusters Score -5297708 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -5297757.500000 Penalty: 1031.891235
	Iteration 26Q: 3 clusters Score -5297758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5297769.000000 Penalty: 1031.891235
	Iteration 27Q: 3 clusters Score -5297769 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5297763 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5297767.500000 Penalty: 1031.891235
	Iteration 29Q: 3 clusters Score -5297768 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5297790 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5297763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -5297785.500000 Penalty: 1031.891235
	Iteration 32Q: 3 clusters Score -5297786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5297773.500000 Penalty: 1031.891235
	Iteration 33Q: 3 clusters Score -5297774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5297756.500000 Penalty: 1031.891235
	Iteration 34Q: 3 clusters Score -5297756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5297766.500000 Penalty: 1031.891235
	Iteration 35Q: 3 clusters Score -5297766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5297732.500000 Penalty: 1031.891235
	Iteration 36Q: 3 clusters Score -5297732 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5297719.000000 Penalty: 1031.891235
	Iteration 37Q: 3 clusters Score -5297719 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -5297704.000000 Penalty: 1031.891235
	Iteration 38Q: 3 clusters Score -5297704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5297713.000000 Penalty: 1031.891235
	Iteration 39Q: 3 clusters Score -5297713 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5297708.500000 Penalty: 1031.891235
	Iteration 40F: 3 clusters Score -5297708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5297712.000000 Penalty: 1031.891235
	Iteration 41Q: 3 clusters Score -5297712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5297704.000000 Penalty: 1031.891235
	Iteration 42Q: 3 clusters Score -5297704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5297688.000000 Penalty: 1031.891235
	Iteration 43Q: 3 clusters Score -5297688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -5297690.500000 Penalty: 1031.891235
	Iteration 44Q: 3 clusters Score -5297690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5297678.500000 Penalty: 1031.891235
	Iteration 45Q: 3 clusters Score -5297678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5297669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5297654.500000 Penalty: 1031.891235
	Iteration 47Q: 3 clusters Score -5297654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5297658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5297645.000000 Penalty: 1031.891235
	Iteration 49Q: 3 clusters Score -5297645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5297607.500000 Penalty: 1031.891235
	Iteration 50Q: 3 clusters Score -5297608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5297593.000000 Penalty: 1031.891235
	Iteration 51Q: 3 clusters Score -5297593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5297571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5297553.500000 Penalty: 1031.891235
	Iteration 53Q: 3 clusters Score -5297554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5297542.000000 Penalty: 1031.891235
	Iteration 54Q: 3 clusters Score -5297542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5297554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5297538.500000 Penalty: 1031.891235
	Iteration 56Q: 3 clusters Score -5297538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5297536.000000 Penalty: 1031.891235
	Iteration 57Q: 3 clusters Score -5297536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5297518.000000 Penalty: 1031.891235
	Iteration 58Q: 3 clusters Score -5297518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5297507.000000 Penalty: 1031.891235
	Iteration 59Q: 3 clusters Score -5297507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5297498.500000 Penalty: 1031.891235
	Iteration 60F: 3 clusters Score -5297498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5297499.500000 Penalty: 1031.891235
	Iteration 61Q: 3 clusters Score -5297500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5297507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5297494.000000 Penalty: 1031.891235
	Iteration 63Q: 3 clusters Score -5297494 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5297475.000000 Penalty: 1031.891235
	Iteration 64Q: 3 clusters Score -5297475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5297461.500000 Penalty: 1031.891235
	Iteration 65Q: 3 clusters Score -5297462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5297441.000000 Penalty: 1031.891235
	Iteration 66Q: 3 clusters Score -5297441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5297447.500000 Penalty: 1031.891235
	Iteration 67Q: 3 clusters Score -5297448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -5297445.000000 Penalty: 1031.891235
	Iteration 68Q: 3 clusters Score -5297445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5297445.500000 Penalty: 1031.891235
	Iteration 69Q: 3 clusters Score -5297446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5297437.500000 Penalty: 1031.891235
	Iteration 70Q: 3 clusters Score -5297438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5297426.000000 Penalty: 1031.891235
	Iteration 71Q: 3 clusters Score -5297426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5297408.500000 Penalty: 1031.891235
	Iteration 72Q: 3 clusters Score -5297408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5297409.000000 Penalty: 1031.891235
	Iteration 73Q: 3 clusters Score -5297409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5297404.000000 Penalty: 1031.891235
	Iteration 74Q: 3 clusters Score -5297404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5297407.500000 Penalty: 1031.891235
	Iteration 75Q: 3 clusters Score -5297408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5297392.500000 Penalty: 1031.891235
	Iteration 76Q: 3 clusters Score -5297392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5297376.500000 Penalty: 1031.891235
	Iteration 77Q: 3 clusters Score -5297376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5297374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5297370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -5297364.500000 Penalty: 1031.891235
	Iteration 80F: 3 clusters Score -5297364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5297347.000000 Penalty: 1031.891235
	Iteration 81Q: 3 clusters Score -5297347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5297348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5297344.000000 Penalty: 1031.891235
	Iteration 83Q: 3 clusters Score -5297344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80535 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5297349.500000 Penalty: 1031.891235
	Iteration 84Q: 3 clusters Score -5297350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5297352.500000 Penalty: 1031.891235
	Iteration 85Q: 3 clusters Score -5297352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5297352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5297352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5297354.500000 Penalty: 1031.891235
	Iteration 88Q: 3 clusters Score -5297354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5297357.500000 Penalty: 1031.891235
	Iteration 89Q: 3 clusters Score -5297358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5297339.000000 Penalty: 1031.891235
	Iteration 90Q: 3 clusters Score -5297339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5297337.500000 Penalty: 1031.891235
	Iteration 91Q: 3 clusters Score -5297338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5297346.000000 Penalty: 1031.891235
	Iteration 92Q: 3 clusters Score -5297346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5297346.000000 Penalty: 1031.891235
	Iteration 93Q: 3 clusters Score -5297346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5297331.500000 Penalty: 1031.891235
	Iteration 94Q: 3 clusters Score -5297332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5297321.000000 Penalty: 1031.891235
	Iteration 95Q: 3 clusters Score -5297321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5297319.500000 Penalty: 1031.891235
	Iteration 96Q: 3 clusters Score -5297320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5297311.000000 Penalty: 1031.891235
	Iteration 97Q: 3 clusters Score -5297311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5297306.500000 Penalty: 1031.891235
	Iteration 98Q: 3 clusters Score -5297306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5297300.000000 Penalty: 1031.891235
	Iteration 99Q: 3 clusters Score -5297300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5297317.000000 Penalty: 1031.891235
	Iteration 100F: 3 clusters Score -5297317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5297308.500000 Penalty: 1031.891235
	Iteration 101Q: 3 clusters Score -5297308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5297277.500000 Penalty: 1031.891235
	Iteration 102Q: 3 clusters Score -5297278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5297286.500000 Penalty: 1031.891235
	Iteration 103Q: 3 clusters Score -5297286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5297281.500000 Penalty: 1031.891235
	Iteration 104Q: 3 clusters Score -5297282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5297276.500000 Penalty: 1031.891235
	Iteration 105Q: 3 clusters Score -5297276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5297265.500000 Penalty: 1031.891235
	Iteration 106Q: 3 clusters Score -5297266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5297258.500000 Penalty: 1031.891235
	Iteration 107Q: 3 clusters Score -5297258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5297258.500000 Penalty: 1031.891235
	Iteration 108Q: 3 clusters Score -5297258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5297245.500000 Penalty: 1031.891235
	Iteration 109Q: 3 clusters Score -5297246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5297246.000000 Penalty: 1031.891235
	Iteration 110Q: 3 clusters Score -5297246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5297234.500000 Penalty: 1031.891235
	Iteration 111Q: 3 clusters Score -5297234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5297235.000000 Penalty: 1031.891235
	Iteration 112Q: 3 clusters Score -5297235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5297222.500000 Penalty: 1031.891235
	Iteration 113Q: 3 clusters Score -5297222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5297234.000000 Penalty: 1031.891235
	Iteration 114Q: 3 clusters Score -5297234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5297241.000000 Penalty: 1031.891235
	Iteration 115Q: 3 clusters Score -5297241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5297231.500000 Penalty: 1031.891235
	Iteration 116Q: 3 clusters Score -5297232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5297231.000000 Penalty: 1031.891235
	Iteration 117Q: 3 clusters Score -5297231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5297239.500000 Penalty: 1031.891235
	Iteration 118Q: 3 clusters Score -5297240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5297234.500000 Penalty: 1031.891235
	Iteration 119Q: 3 clusters Score -5297234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5297231.500000 Penalty: 1031.891235
	Iteration 120F: 3 clusters Score -5297232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5297234.500000 Penalty: 1031.891235
	Iteration 121Q: 3 clusters Score -5297234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5297237.500000 Penalty: 1031.891235
	Iteration 122Q: 3 clusters Score -5297238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5297236.500000 Penalty: 1031.891235
	Iteration 123Q: 3 clusters Score -5297236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5297238.000000 Penalty: 1031.891235
	Iteration 124Q: 3 clusters Score -5297238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5297233.500000 Penalty: 1031.891235
	Iteration 125Q: 3 clusters Score -5297234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5297235.500000 Penalty: 1031.891235
	Iteration 126Q: 3 clusters Score -5297236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5297239.000000 Penalty: 1031.891235
	Iteration 127Q: 3 clusters Score -5297239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5297233.500000 Penalty: 1031.891235
	Iteration 128Q: 3 clusters Score -5297234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5297237.500000 Penalty: 1031.891235
	Iteration 129Q: 3 clusters Score -5297238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5297232.000000 Penalty: 1031.891235
	Iteration 130Q: 3 clusters Score -5297232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5297233.500000 Penalty: 1031.891235
	Iteration 131Q: 3 clusters Score -5297234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5297245.500000 Penalty: 1031.891235
	Iteration 132Q: 3 clusters Score -5297246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5297243.500000 Penalty: 1031.891235
	Iteration 133Q: 3 clusters Score -5297244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5297244.000000 Penalty: 1031.891235
	Iteration 134Q: 3 clusters Score -5297244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5297220.500000 Penalty: 1031.891235
	Iteration 135Q: 3 clusters Score -5297220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5297230.500000 Penalty: 1031.891235
	Iteration 136Q: 3 clusters Score -5297230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5297219.000000 Penalty: 1031.891235
	Iteration 137Q: 3 clusters Score -5297219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5297232.500000 Penalty: 1031.891235
	Iteration 138Q: 3 clusters Score -5297232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5297225.000000 Penalty: 1031.891235
	Iteration 139Q: 3 clusters Score -5297225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5297226.000000 Penalty: 1031.891235
	Iteration 140F: 3 clusters Score -5297226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5297199.000000 Penalty: 1031.891235
	Iteration 141Q: 3 clusters Score -5297199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5297188.500000 Penalty: 1031.891235
	Iteration 142Q: 3 clusters Score -5297188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5297179.000000 Penalty: 1031.891235
	Iteration 143Q: 3 clusters Score -5297179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5297177.500000 Penalty: 1031.891235
	Iteration 144Q: 3 clusters Score -5297178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5297167.500000 Penalty: 1031.891235
	Iteration 145Q: 3 clusters Score -5297168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5297157.500000 Penalty: 1031.891235
	Iteration 146Q: 3 clusters Score -5297158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5297146.000000 Penalty: 1031.891235
	Iteration 147Q: 3 clusters Score -5297146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5297143.500000 Penalty: 1031.891235
	Iteration 148Q: 3 clusters Score -5297144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5297148.000000 Penalty: 1031.891235
	Iteration 149Q: 3 clusters Score -5297148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5297142.000000 Penalty: 1031.891235
	Iteration 150Q: 3 clusters Score -5297142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5297145.500000 Penalty: 1031.891235
	Iteration 151Q: 3 clusters Score -5297146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5297145.500000 Penalty: 1031.891235
	Iteration 152Q: 3 clusters Score -5297146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5297150.500000 Penalty: 1031.891235
	Iteration 153Q: 3 clusters Score -5297150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5297149.000000 Penalty: 1031.891235
	Iteration 154Q: 3 clusters Score -5297149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5297148.500000 Penalty: 1031.891235
	Iteration 155Q: 3 clusters Score -5297148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5297145.000000 Penalty: 1031.891235
	Iteration 156Q: 3 clusters Score -5297145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5297141.000000 Penalty: 1031.891235
	Iteration 157Q: 3 clusters Score -5297141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5297140.500000 Penalty: 1031.891235
	Iteration 158Q: 3 clusters Score -5297140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5297140.500000 Penalty: 1031.891235
	Iteration 159F: 3 clusters Score -5297140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -208504.515625 Penalty: 367.424866
	Iteration 0F: 2 clusters Score -208504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -206305.968750 Penalty: 734.849731
	Iteration 0F: 3 clusters Score -206306 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -207312.500000 Penalty: 734.849731
	Iteration 1F: 3 clusters Score -207312.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -207604.218750 Penalty: 734.849731
	Iteration 2F: 3 clusters Score -207604.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -207829.546875 Penalty: 734.849731
	Iteration 3F: 3 clusters Score -207829.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -207989.656250 Penalty: 734.849731
	Iteration 4F: 3 clusters Score -207989.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -208133.093750 Penalty: 734.849731
	Iteration 5Q: 3 clusters Score -208133.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -208246.750000 Penalty: 734.849731
	Iteration 6Q: 3 clusters Score -208246.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -208354.015625 Penalty: 734.849731
	Iteration 7Q: 3 clusters Score -208354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -208421.562500 Penalty: 734.849731
	Iteration 8Q: 3 clusters Score -208421.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -208441.156250 Penalty: 734.849731
	Iteration 9Q: 3 clusters Score -208441.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -208456.515625 Penalty: 734.849731
	Iteration 10Q: 3 clusters Score -208456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -208465.000000 Penalty: 734.849731
	Iteration 11Q: 3 clusters Score -208465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -208468.843750 Penalty: 734.849731
	Iteration 12Q: 3 clusters Score -208468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -208470.765625 Penalty: 734.849731
	Iteration 13Q: 3 clusters Score -208470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -208471.125000 Penalty: 734.849731
	Iteration 14Q: 3 clusters Score -208471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -208472.250000 Penalty: 734.849731
	Iteration 15Q: 3 clusters Score -208472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -208474.375000 Penalty: 734.849731
	Iteration 16Q: 3 clusters Score -208474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -208476.656250 Penalty: 734.849731
	Iteration 17Q: 3 clusters Score -208476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -208477.281250 Penalty: 734.849731
	Iteration 18Q: 3 clusters Score -208477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -208477.406250 Penalty: 734.849731
	Iteration 19Q: 3 clusters Score -208477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -208477.406250 Penalty: 734.849731
	Iteration 20F: 3 clusters Score -208477.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -320656.062500 Penalty: 387.432068
	Iteration 0F: 2 clusters Score -320656.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -317285.656250 Penalty: 774.864136
	Iteration 0F: 3 clusters Score -317285.7 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -318494.343750 Penalty: 774.864136
	Iteration 1F: 3 clusters Score -318494.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -318634.343750 Penalty: 774.864136
	Iteration 2F: 3 clusters Score -318634.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -318800.281250 Penalty: 774.864136
	Iteration 3F: 3 clusters Score -318800.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -319016.875000 Penalty: 774.864136
	Iteration 4F: 3 clusters Score -319016.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -319276.312500 Penalty: 774.864136
	Iteration 5F: 3 clusters Score -319276.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -319594.375000 Penalty: 774.864136
	Iteration 6F: 3 clusters Score -319594.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -319878.625000 Penalty: 774.864136
	Iteration 7F: 3 clusters Score -319878.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -320078.500000 Penalty: 774.864136
	Iteration 8Q: 3 clusters Score -320078.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -320190.687500 Penalty: 774.864136
	Iteration 9Q: 3 clusters Score -320190.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -320234.781250 Penalty: 774.864136
	Iteration 10Q: 3 clusters Score -320234.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -320258.031250 Penalty: 774.864136
	Iteration 11Q: 3 clusters Score -320258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -320269.312500 Penalty: 774.864136
	Iteration 12Q: 3 clusters Score -320269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -320277.406250 Penalty: 774.864136
	Iteration 13Q: 3 clusters Score -320277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -320283.375000 Penalty: 774.864136
	Iteration 14Q: 3 clusters Score -320283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -320291.531250 Penalty: 774.864136
	Iteration 15Q: 3 clusters Score -320291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -320297.031250 Penalty: 774.864136
	Iteration 16Q: 3 clusters Score -320297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -320298.593750 Penalty: 774.864136
	Iteration 17Q: 3 clusters Score -320298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -320300.843750 Penalty: 774.864136
	Iteration 18Q: 3 clusters Score -320300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -320301.906250 Penalty: 774.864136
	Iteration 19Q: 3 clusters Score -320301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -320304.593750 Penalty: 774.864136
	Iteration 20F: 3 clusters Score -320304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -320306.156250 Penalty: 774.864136
	Iteration 21Q: 3 clusters Score -320306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -320306.156250 Penalty: 774.864136
	Iteration 22F: 3 clusters Score -320306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 13175 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42557 members 
Mstep: Class 9 contains 86228 members 
Mstep: Class 10 contains 8994 members 
Mstep: Class 11 contains 16648 members 
Mstep: Class 12 contains 75522 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79914 members 
Mstep: Class 15 contains 31578 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 51854 members 
Mstep: Class 24 contains 8191 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3807 members 
Mstep: Class 28 contains 25107 members 
Mstep: Class 29 contains 341 members 
Mstep: Class 30 contains 84075 members 
Mstep: Class 31 contains 3214 members 
Mstep: Class 32 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232800.000000 Penalty: 19589.250000
Iteration 239Q: 33 clusters Score -4.22328e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 13089 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 6022 members 
Mstep: Class 6 contains 43973 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42543 members 
Mstep: Class 9 contains 86265 members 
Mstep: Class 10 contains 8994 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79934 members 
Mstep: Class 15 contains 31584 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 51857 members 
Mstep: Class 24 contains 8258 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3788 members 
Mstep: Class 28 contains 25091 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 84070 members 
Mstep: Class 31 contains 3222 members 
Mstep: Class 32 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232820.000000 Penalty: 19589.250000
Iteration 240F: 33 clusters Score -4.223282e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 13012 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 43961 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42528 members 
Mstep: Class 9 contains 86300 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 16590 members 
Mstep: Class 12 contains 75672 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79937 members 
Mstep: Class 15 contains 31594 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 51864 members 
Mstep: Class 24 contains 8321 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3774 members 
Mstep: Class 28 contains 25081 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 84075 members 
Mstep: Class 31 contains 3224 members 
Mstep: Class 32 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232720.000000 Penalty: 19589.250000
Iteration 241Q: 33 clusters Score -4.223272e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 43953 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42517 members 
Mstep: Class 9 contains 86332 members 
Mstep: Class 10 contains 8990 members 
Mstep: Class 11 contains 16555 members 
Mstep: Class 12 contains 75735 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79951 members 
Mstep: Class 15 contains 31605 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 13474 members 
Mstep: Class 23 contains 51873 members 
Mstep: Class 24 contains 8374 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3768 members 
Mstep: Class 28 contains 25077 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 84074 members 
Mstep: Class 31 contains 3225 members 
Mstep: Class 32 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232676.000000 Penalty: 19589.250000
Iteration 242Q: 33 clusters Score -4.223268e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 12854 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 43939 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42500 members 
Mstep: Class 9 contains 86373 members 
Mstep: Class 10 contains 8989 members 
Mstep: Class 11 contains 16521 members 
Mstep: Class 12 contains 75798 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79956 members 
Mstep: Class 15 contains 31618 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 1404 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 51867 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3766 members 
Mstep: Class 28 contains 25077 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 84051 members 
Mstep: Class 31 contains 3224 members 
Mstep: Class 32 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232540.000000 Penalty: 19589.250000
Iteration 243Q: 33 clusters Score -4.223254e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79538 members 
Mstep: Class 2 contains 2220 members 
Mstep: Class 3 contains 12789 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 43926 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42493 members 
Mstep: Class 9 contains 86412 members 
Mstep: Class 10 contains 8989 members 
Mstep: Class 11 contains 16489 members 
Mstep: Class 12 contains 75872 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79959 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 1404 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 13506 members 
Mstep: Class 23 contains 51866 members 
Mstep: Class 24 contains 8480 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 25072 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 84020 members 
Mstep: Class 31 contains 3225 members 
Mstep: Class 32 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232468.000000 Penalty: 19589.250000
Iteration 244Q: 33 clusters Score -4.223247e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 12728 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 43912 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42494 members 
Mstep: Class 9 contains 86421 members 
Mstep: Class 10 contains 8991 members 
Mstep: Class 11 contains 16470 members 
Mstep: Class 12 contains 75980 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79944 members 
Mstep: Class 15 contains 31642 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 13514 members 
Mstep: Class 23 contains 51853 members 
Mstep: Class 24 contains 8534 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3739 members 
Mstep: Class 28 contains 25065 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 84001 members 
Mstep: Class 31 contains 3227 members 
Mstep: Class 32 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232476.000000 Penalty: 19589.250000
Iteration 245Q: 33 clusters Score -4.223248e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 2203 members 
Mstep: Class 3 contains 12676 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 43895 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42499 members 
Mstep: Class 9 contains 86435 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 16447 members 
Mstep: Class 12 contains 76038 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79928 members 
Mstep: Class 15 contains 31652 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 51848 members 
Mstep: Class 24 contains 8609 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3727 members 
Mstep: Class 28 contains 25060 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83979 members 
Mstep: Class 31 contains 3228 members 
Mstep: Class 32 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232588.000000 Penalty: 19589.250000
Iteration 246Q: 33 clusters Score -4.223259e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 43888 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42501 members 
Mstep: Class 9 contains 86457 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 16414 members 
Mstep: Class 12 contains 76066 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79909 members 
Mstep: Class 15 contains 31660 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 1404 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 13546 members 
Mstep: Class 23 contains 51835 members 
Mstep: Class 24 contains 8692 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 25058 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83949 members 
Mstep: Class 31 contains 3231 members 
Mstep: Class 32 contains 5243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232492.000000 Penalty: 19589.250000
Iteration 247Q: 33 clusters Score -4.223249e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 12570 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 43877 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42502 members 
Mstep: Class 9 contains 86499 members 
Mstep: Class 10 contains 9005 members 
Mstep: Class 11 contains 16382 members 
Mstep: Class 12 contains 76102 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79901 members 
Mstep: Class 15 contains 31664 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 1994 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 13575 members 
Mstep: Class 23 contains 51832 members 
Mstep: Class 24 contains 8769 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3704 members 
Mstep: Class 28 contains 25061 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83911 members 
Mstep: Class 31 contains 3232 members 
Mstep: Class 32 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232612.000000 Penalty: 19589.250000
Iteration 248Q: 33 clusters Score -4.223261e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 2176 members 
Mstep: Class 3 contains 12509 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 43872 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42496 members 
Mstep: Class 9 contains 86557 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 16357 members 
Mstep: Class 12 contains 76132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79886 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 13610 members 
Mstep: Class 23 contains 51815 members 
Mstep: Class 24 contains 8826 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 25060 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83885 members 
Mstep: Class 31 contains 3231 members 
Mstep: Class 32 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232592.000000 Penalty: 19589.250000
Iteration 249Q: 33 clusters Score -4.223259e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 43861 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 42494 members 
Mstep: Class 9 contains 86620 members 
Mstep: Class 10 contains 9011 members 
Mstep: Class 11 contains 16330 members 
Mstep: Class 12 contains 76173 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79867 members 
Mstep: Class 15 contains 31671 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 1988 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 466 members 
Mstep: Class 22 contains 13641 members 
Mstep: Class 23 contains 51796 members 
Mstep: Class 24 contains 8893 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3676 members 
Mstep: Class 28 contains 25056 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83863 members 
Mstep: Class 31 contains 3230 members 
Mstep: Class 32 contains 5331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232612.000000 Penalty: 19589.250000
Iteration 250Q: 33 clusters Score -4.223261e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 12378 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 43857 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 42477 members 
Mstep: Class 9 contains 86647 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 16299 members 
Mstep: Class 12 contains 76208 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79873 members 
Mstep: Class 15 contains 31675 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 51780 members 
Mstep: Class 24 contains 8958 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 25051 members 
Mstep: Class 29 contains 341 members 
Mstep: Class 30 contains 83845 members 
Mstep: Class 31 contains 3232 members 
Mstep: Class 32 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232612.000000 Penalty: 19589.250000
Iteration 251Q: 33 clusters Score -4.223261e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 2148 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 42471 members 
Mstep: Class 9 contains 86695 members 
Mstep: Class 10 contains 9009 members 
Mstep: Class 11 contains 16279 members 
Mstep: Class 12 contains 76233 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 79875 members 
Mstep: Class 15 contains 31681 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 463 members 
Mstep: Class 22 contains 13698 members 
Mstep: Class 23 contains 51764 members 
Mstep: Class 24 contains 9035 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 25042 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83837 members 
Mstep: Class 31 contains 3235 members 
Mstep: Class 32 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232636.000000 Penalty: 19589.250000
Iteration 252Q: 33 clusters Score -4.223264e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 43851 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 42460 members 
Mstep: Class 9 contains 86718 members 
Mstep: Class 10 contains 9010 members 
Mstep: Class 11 contains 16257 members 
Mstep: Class 12 contains 76271 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 79880 members 
Mstep: Class 15 contains 31689 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 13718 members 
Mstep: Class 23 contains 51737 members 
Mstep: Class 24 contains 9113 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 25032 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83830 members 
Mstep: Class 31 contains 3239 members 
Mstep: Class 32 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232548.000000 Penalty: 19589.250000
Iteration 253Q: 33 clusters Score -4.223255e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 12145 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 43846 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 42444 members 
Mstep: Class 9 contains 86749 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 76300 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 79875 members 
Mstep: Class 15 contains 31693 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 13749 members 
Mstep: Class 23 contains 51718 members 
Mstep: Class 24 contains 9197 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3643 members 
Mstep: Class 28 contains 25044 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83808 members 
Mstep: Class 31 contains 3241 members 
Mstep: Class 32 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232564.000000 Penalty: 19589.250000
Iteration 254Q: 33 clusters Score -4.223256e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 12068 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 43846 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 42435 members 
Mstep: Class 9 contains 86785 members 
Mstep: Class 10 contains 9018 members 
Mstep: Class 11 contains 16223 members 
Mstep: Class 12 contains 76326 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 79869 members 
Mstep: Class 15 contains 31697 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 13771 members 
Mstep: Class 23 contains 51708 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 25042 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 83787 members 
Mstep: Class 31 contains 3242 members 
Mstep: Class 32 contains 5469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232632.000000 Penalty: 19589.250000
Iteration 255Q: 33 clusters Score -4.223263e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42436 members 
Mstep: Class 9 contains 86807 members 
Mstep: Class 10 contains 9018 members 
Mstep: Class 11 contains 16208 members 
Mstep: Class 12 contains 76353 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 79884 members 
Mstep: Class 15 contains 31710 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 13810 members 
Mstep: Class 23 contains 51695 members 
Mstep: Class 24 contains 9348 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 25040 members 
Mstep: Class 29 contains 343 members 
Mstep: Class 30 contains 83722 members 
Mstep: Class 31 contains 3241 members 
Mstep: Class 32 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232800.000000 Penalty: 19589.250000
Iteration 256Q: 33 clusters Score -4.22328e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 43855 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 42441 members 
Mstep: Class 9 contains 86858 members 
Mstep: Class 10 contains 9021 members 
Mstep: Class 11 contains 16193 members 
Mstep: Class 12 contains 76375 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79892 members 
Mstep: Class 15 contains 31717 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 13837 members 
Mstep: Class 23 contains 51690 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 25028 members 
Mstep: Class 29 contains 345 members 
Mstep: Class 30 contains 83669 members 
Mstep: Class 31 contains 3243 members 
Mstep: Class 32 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232916.000000 Penalty: 19589.250000
Iteration 257Q: 33 clusters Score -4.223292e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 11849 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 43857 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42442 members 
Mstep: Class 9 contains 86898 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 16178 members 
Mstep: Class 12 contains 76421 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79892 members 
Mstep: Class 15 contains 31722 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 13870 members 
Mstep: Class 23 contains 51682 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 25019 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83602 members 
Mstep: Class 31 contains 3243 members 
Mstep: Class 32 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232892.000000 Penalty: 19589.250000
Iteration 258Q: 33 clusters Score -4.223289e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 11787 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42442 members 
Mstep: Class 9 contains 86941 members 
Mstep: Class 10 contains 9023 members 
Mstep: Class 11 contains 16162 members 
Mstep: Class 12 contains 76475 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 31722 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 13897 members 
Mstep: Class 23 contains 51675 members 
Mstep: Class 24 contains 9530 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 25006 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83554 members 
Mstep: Class 31 contains 3241 members 
Mstep: Class 32 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232784.000000 Penalty: 19589.250000
Iteration 259Q: 33 clusters Score -4.223278e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 43853 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 42434 members 
Mstep: Class 9 contains 86973 members 
Mstep: Class 10 contains 9021 members 
Mstep: Class 11 contains 16142 members 
Mstep: Class 12 contains 76510 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79896 members 
Mstep: Class 15 contains 31726 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 13916 members 
Mstep: Class 23 contains 51666 members 
Mstep: Class 24 contains 9588 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 24998 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83497 members 
Mstep: Class 31 contains 3243 members 
Mstep: Class 32 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232668.000000 Penalty: 19589.250000
Iteration 260F: 33 clusters Score -4.223267e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 43846 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42432 members 
Mstep: Class 9 contains 87010 members 
Mstep: Class 10 contains 9017 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 12 contains 76538 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79908 members 
Mstep: Class 15 contains 31735 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1389 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 13944 members 
Mstep: Class 23 contains 51660 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 24996 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83422 members 
Mstep: Class 31 contains 3242 members 
Mstep: Class 32 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232580.000000 Penalty: 19589.250000
Iteration 261Q: 33 clusters Score -4.223258e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 43839 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 87061 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 76577 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79911 members 
Mstep: Class 15 contains 31742 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 13976 members 
Mstep: Class 23 contains 51662 members 
Mstep: Class 24 contains 9708 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 24987 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83346 members 
Mstep: Class 31 contains 3245 members 
Mstep: Class 32 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232616.000000 Penalty: 19589.250000
Iteration 262Q: 33 clusters Score -4.223262e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 11487 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 43830 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42425 members 
Mstep: Class 9 contains 87130 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 16073 members 
Mstep: Class 12 contains 76633 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79938 members 
Mstep: Class 15 contains 31745 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 51659 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 24981 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83270 members 
Mstep: Class 31 contains 3251 members 
Mstep: Class 32 contains 5782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232560.000000 Penalty: 19589.250000
Iteration 263Q: 33 clusters Score -4.223256e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 11385 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 43826 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42426 members 
Mstep: Class 9 contains 87202 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 76708 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79932 members 
Mstep: Class 15 contains 31750 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 1379 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14052 members 
Mstep: Class 23 contains 51650 members 
Mstep: Class 24 contains 9815 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 24967 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83216 members 
Mstep: Class 31 contains 3257 members 
Mstep: Class 32 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232600.000000 Penalty: 19589.250000
Iteration 264Q: 33 clusters Score -4.22326e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 11275 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 43828 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42422 members 
Mstep: Class 9 contains 87283 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 16046 members 
Mstep: Class 12 contains 76756 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 79929 members 
Mstep: Class 15 contains 31752 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 14078 members 
Mstep: Class 23 contains 51643 members 
Mstep: Class 24 contains 9876 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 24961 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83194 members 
Mstep: Class 31 contains 3262 members 
Mstep: Class 32 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232612.000000 Penalty: 19589.250000
Iteration 265Q: 33 clusters Score -4.223261e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 11169 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 43828 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42418 members 
Mstep: Class 9 contains 87355 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 16028 members 
Mstep: Class 12 contains 76769 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 79924 members 
Mstep: Class 15 contains 31755 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 14092 members 
Mstep: Class 23 contains 51639 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3585 members 
Mstep: Class 28 contains 24946 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83205 members 
Mstep: Class 31 contains 3267 members 
Mstep: Class 32 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232636.000000 Penalty: 19589.250000
Iteration 266Q: 33 clusters Score -4.223264e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5120 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42406 members 
Mstep: Class 9 contains 87389 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 16013 members 
Mstep: Class 12 contains 76788 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 79918 members 
Mstep: Class 15 contains 31759 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14107 members 
Mstep: Class 23 contains 51638 members 
Mstep: Class 24 contains 9997 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 3586 members 
Mstep: Class 28 contains 24932 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83224 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232652.000000 Penalty: 19589.250000
Iteration 267Q: 33 clusters Score -4.223265e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5087 members 
Mstep: Class 6 contains 43813 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42390 members 
Mstep: Class 9 contains 87431 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 16003 members 
Mstep: Class 12 contains 76815 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 79923 members 
Mstep: Class 15 contains 31761 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 51630 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 3589 members 
Mstep: Class 28 contains 24925 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83221 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 5972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232692.000000 Penalty: 19589.250000
Iteration 268Q: 33 clusters Score -4.223269e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 2036 members 
Mstep: Class 3 contains 10897 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 43812 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42386 members 
Mstep: Class 9 contains 87476 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 15993 members 
Mstep: Class 12 contains 76848 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79934 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 14141 members 
Mstep: Class 23 contains 51627 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 24910 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83212 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232696.000000 Penalty: 19589.250000
Iteration 269Q: 33 clusters Score -4.22327e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 10794 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42384 members 
Mstep: Class 9 contains 87526 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 15991 members 
Mstep: Class 12 contains 76866 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79926 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 14159 members 
Mstep: Class 23 contains 51622 members 
Mstep: Class 24 contains 10135 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 24891 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83202 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 6058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232632.000000 Penalty: 19589.250000
Iteration 270Q: 33 clusters Score -4.223263e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 2026 members 
Mstep: Class 3 contains 10678 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 43816 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42387 members 
Mstep: Class 9 contains 87590 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 15985 members 
Mstep: Class 12 contains 76884 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79926 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 14176 members 
Mstep: Class 23 contains 51617 members 
Mstep: Class 24 contains 10178 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 24871 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83178 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 6101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232680.000000 Penalty: 19589.250000
Iteration 271Q: 33 clusters Score -4.223268e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 10575 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 43813 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42393 members 
Mstep: Class 9 contains 87653 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 76899 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79928 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14197 members 
Mstep: Class 23 contains 51618 members 
Mstep: Class 24 contains 10228 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3612 members 
Mstep: Class 28 contains 24845 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83156 members 
Mstep: Class 31 contains 3284 members 
Mstep: Class 32 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232688.000000 Penalty: 19589.250000
Iteration 272Q: 33 clusters Score -4.223269e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 5009 members 
Mstep: Class 6 contains 43813 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42400 members 
Mstep: Class 9 contains 87692 members 
Mstep: Class 10 contains 9011 members 
Mstep: Class 11 contains 15949 members 
Mstep: Class 12 contains 76928 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79936 members 
Mstep: Class 15 contains 31772 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14224 members 
Mstep: Class 23 contains 51614 members 
Mstep: Class 24 contains 10280 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 24822 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83146 members 
Mstep: Class 31 contains 3289 members 
Mstep: Class 32 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232772.000000 Penalty: 19589.250000
Iteration 273Q: 33 clusters Score -4.223277e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 10371 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4996 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42401 members 
Mstep: Class 9 contains 87755 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 15934 members 
Mstep: Class 12 contains 76935 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 79929 members 
Mstep: Class 15 contains 31775 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14242 members 
Mstep: Class 23 contains 51612 members 
Mstep: Class 24 contains 10332 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 24800 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 83143 members 
Mstep: Class 31 contains 3291 members 
Mstep: Class 32 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232660.000000 Penalty: 19589.250000
Iteration 274Q: 33 clusters Score -4.223266e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 1999 members 
Mstep: Class 3 contains 10265 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 43807 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 42386 members 
Mstep: Class 9 contains 87800 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 11 contains 15919 members 
Mstep: Class 12 contains 76946 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 79925 members 
Mstep: Class 15 contains 31776 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14268 members 
Mstep: Class 23 contains 51610 members 
Mstep: Class 24 contains 10398 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 24788 members 
Mstep: Class 29 contains 346 members 
Mstep: Class 30 contains 83139 members 
Mstep: Class 31 contains 3293 members 
Mstep: Class 32 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232708.000000 Penalty: 19589.250000
Iteration 275Q: 33 clusters Score -4.223271e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 10159 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 43808 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42384 members 
Mstep: Class 9 contains 87859 members 
Mstep: Class 10 contains 9000 members 
Mstep: Class 11 contains 15902 members 
Mstep: Class 12 contains 76935 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79933 members 
Mstep: Class 15 contains 31774 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14296 members 
Mstep: Class 23 contains 51615 members 
Mstep: Class 24 contains 10465 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 24768 members 
Mstep: Class 29 contains 346 members 
Mstep: Class 30 contains 83127 members 
Mstep: Class 31 contains 3297 members 
Mstep: Class 32 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232716.000000 Penalty: 19589.250000
Iteration 276Q: 33 clusters Score -4.223272e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 1982 members 
Mstep: Class 3 contains 10062 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 43805 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42375 members 
Mstep: Class 9 contains 87913 members 
Mstep: Class 10 contains 8996 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 76932 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79928 members 
Mstep: Class 15 contains 31780 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 1379 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 14331 members 
Mstep: Class 23 contains 51618 members 
Mstep: Class 24 contains 10534 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 24755 members 
Mstep: Class 29 contains 346 members 
Mstep: Class 30 contains 83116 members 
Mstep: Class 31 contains 3298 members 
Mstep: Class 32 contains 6296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232836.000000 Penalty: 19589.250000
Iteration 277Q: 33 clusters Score -4.223284e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 3 contains 9974 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 43805 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 42367 members 
Mstep: Class 9 contains 87953 members 
Mstep: Class 10 contains 8990 members 
Mstep: Class 11 contains 15885 members 
Mstep: Class 12 contains 76926 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 79931 members 
Mstep: Class 15 contains 31783 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 14363 members 
Mstep: Class 23 contains 51613 members 
Mstep: Class 24 contains 10593 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 24737 members 
Mstep: Class 29 contains 346 members 
Mstep: Class 30 contains 83110 members 
Mstep: Class 31 contains 3303 members 
Mstep: Class 32 contains 6333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232864.000000 Penalty: 19589.250000
Iteration 278Q: 33 clusters Score -4.223286e+07 nChanged 586
Entering ConstructFrom: 
Score: -42232864.000000 Penalty: 19589.250000
Entering ConstructFrom: 
Trying to split cluster 1 (79531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Entering Unmasked Estep 
Score: -5068313.500000 Penalty: 513.417542
	Iteration 0F: 2 clusters Score -5068314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5017692.000000 Penalty: 1026.835083
	Iteration 0F: 3 clusters Score -5017692 nChanged 38663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5041665.000000 Penalty: 1026.835083
	Iteration 1F: 3 clusters Score -5041665 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5043190.500000 Penalty: 1026.835083
	Iteration 2Q: 3 clusters Score -5043190 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5045735.500000 Penalty: 1026.835083
	Iteration 3F: 3 clusters Score -5045736 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -5049547.500000 Penalty: 1026.835083
	Iteration 4F: 3 clusters Score -5049548 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5053534.500000 Penalty: 1026.835083
	Iteration 5F: 3 clusters Score -5053534 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -5055537.500000 Penalty: 1026.835083
	Iteration 6F: 3 clusters Score -5055538 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -5056006.000000 Penalty: 1026.835083
	Iteration 7Q: 3 clusters Score -5056006 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -5056093.500000 Penalty: 1026.835083
	Iteration 8Q: 3 clusters Score -5056094 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -5056145.000000 Penalty: 1026.835083
	Iteration 9Q: 3 clusters Score -5056145 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -5056192.000000 Penalty: 1026.835083
	Iteration 10Q: 3 clusters Score -5056192 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -5056194.500000 Penalty: 1026.835083
	Iteration 11Q: 3 clusters Score -5056194 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -5056223.500000 Penalty: 1026.835083
	Iteration 12Q: 3 clusters Score -5056224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -5056243.500000 Penalty: 1026.835083
	Iteration 13Q: 3 clusters Score -5056244 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -5056280.500000 Penalty: 1026.835083
	Iteration 14Q: 3 clusters Score -5056280 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -5056291.500000 Penalty: 1026.835083
	Iteration 15Q: 3 clusters Score -5056292 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -5056363.500000 Penalty: 1026.835083
	Iteration 16Q: 3 clusters Score -5056364 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -5056384.500000 Penalty: 1026.835083
	Iteration 17Q: 3 clusters Score -5056384 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -5056417.500000 Penalty: 1026.835083
	Iteration 18Q: 3 clusters Score -5056418 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -5056469.500000 Penalty: 1026.835083
	Iteration 19Q: 3 clusters Score -5056470 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -5056517.000000 Penalty: 1026.835083
	Iteration 20F: 3 clusters Score -5056517 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -5056556.000000 Penalty: 1026.835083
	Iteration 21Q: 3 clusters Score -5056556 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -5056603.500000 Penalty: 1026.835083
	Iteration 22Q: 3 clusters Score -5056604 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -5056646.000000 Penalty: 1026.835083
	Iteration 23Q: 3 clusters Score -5056646 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -5056649.500000 Penalty: 1026.835083
	Iteration 24Q: 3 clusters Score -5056650 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -5056681.000000 Penalty: 1026.835083
	Iteration 25Q: 3 clusters Score -5056681 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -5056734.000000 Penalty: 1026.835083
	Iteration 26Q: 3 clusters Score -5056734 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -5056779.000000 Penalty: 1026.835083
	Iteration 27Q: 3 clusters Score -5056779 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -5056806.000000 Penalty: 1026.835083
	Iteration 28Q: 3 clusters Score -5056806 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -5056822.000000 Penalty: 1026.835083
	Iteration 29Q: 3 clusters Score -5056822 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5056896.000000 Penalty: 1026.835083
	Iteration 30Q: 3 clusters Score -5056896 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -5056970.000000 Penalty: 1026.835083
	Iteration 31Q: 3 clusters Score -5056970 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -5057048.500000 Penalty: 1026.835083
	Iteration 32Q: 3 clusters Score -5057048 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -5057140.000000 Penalty: 1026.835083
	Iteration 33Q: 3 clusters Score -5057140 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -5057185.500000 Penalty: 1026.835083
	Iteration 34Q: 3 clusters Score -5057186 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -5057238.000000 Penalty: 1026.835083
	Iteration 35Q: 3 clusters Score -5057238 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -5057280.000000 Penalty: 1026.835083
	Iteration 36Q: 3 clusters Score -5057280 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -5057340.500000 Penalty: 1026.835083
	Iteration 37Q: 3 clusters Score -5057340 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -5057391.000000 Penalty: 1026.835083
	Iteration 38Q: 3 clusters Score -5057391 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -5057461.000000 Penalty: 1026.835083
	Iteration 39Q: 3 clusters Score -5057461 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -5057559.000000 Penalty: 1026.835083
	Iteration 40F: 3 clusters Score -5057559 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -5057646.500000 Penalty: 1026.835083
	Iteration 41Q: 3 clusters Score -5057646 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -5057777.000000 Penalty: 1026.835083
	Iteration 42Q: 3 clusters Score -5057777 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -5057844.500000 Penalty: 1026.835083
	Iteration 43Q: 3 clusters Score -5057844 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -5057933.500000 Penalty: 1026.835083
	Iteration 44Q: 3 clusters Score -5057934 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -5058030.500000 Penalty: 1026.835083
	Iteration 45Q: 3 clusters Score -5058030 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -5058178.500000 Penalty: 1026.835083
	Iteration 46Q: 3 clusters Score -5058178 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -5058346.000000 Penalty: 1026.835083
	Iteration 47Q: 3 clusters Score -5058346 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -5058515.000000 Penalty: 1026.835083
	Iteration 48Q: 3 clusters Score -5058515 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -5058736.500000 Penalty: 1026.835083
	Iteration 49Q: 3 clusters Score -5058736 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -5058879.000000 Penalty: 1026.835083
	Iteration 50Q: 3 clusters Score -5058879 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -5059084.000000 Penalty: 1026.835083
	Iteration 51Q: 3 clusters Score -5059084 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -5059320.000000 Penalty: 1026.835083
	Iteration 52Q: 3 clusters Score -5059320 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -5059568.500000 Penalty: 1026.835083
	Iteration 53Q: 3 clusters Score -5059568 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -5059826.000000 Penalty: 1026.835083
	Iteration 54Q: 3 clusters Score -5059826 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -5060110.500000 Penalty: 1026.835083
	Iteration 55Q: 3 clusters Score -5060110 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -5060513.500000 Penalty: 1026.835083
	Iteration 56Q: 3 clusters Score -5060514 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -5060902.500000 Penalty: 1026.835083
	Iteration 57Q: 3 clusters Score -5060902 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -5061343.000000 Penalty: 1026.835083
	Iteration 58Q: 3 clusters Score -5061343 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 68557 members 
Entering Unmasked Estep 
Score: -5061825.500000 Penalty: 1026.835083
	Iteration 59Q: 3 clusters Score -5061826 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -5062350.000000 Penalty: 1026.835083
	Iteration 60F: 3 clusters Score -5062350 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -5062928.500000 Penalty: 1026.835083
	Iteration 61Q: 3 clusters Score -5062928 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -5063502.000000 Penalty: 1026.835083
	Iteration 62Q: 3 clusters Score -5063502 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -5064150.000000 Penalty: 1026.835083
	Iteration 63Q: 3 clusters Score -5064150 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -5064873.500000 Penalty: 1026.835083
	Iteration 64Q: 3 clusters Score -5064874 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -5065817.500000 Penalty: 1026.835083
	Iteration 65Q: 3 clusters Score -5065818 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -5066824.500000 Penalty: 1026.835083
	Iteration 66Q: 3 clusters Score -5066824 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -5067624.000000 Penalty: 1026.835083
	Iteration 67Q: 3 clusters Score -5067624 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -5068160.500000 Penalty: 1026.835083
	Iteration 68Q: 3 clusters Score -5068160 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -5068296.500000 Penalty: 1026.835083
	Iteration 69Q: 3 clusters Score -5068296 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -5068122.500000 Penalty: 1026.835083
	Iteration 70Q: 3 clusters Score -5068122 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -5068134.500000 Penalty: 1026.835083
	Iteration 71Q: 3 clusters Score -5068134 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -5068042.500000 Penalty: 1026.835083
	Iteration 72Q: 3 clusters Score -5068042 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -5068016.500000 Penalty: 1026.835083
	Iteration 73Q: 3 clusters Score -5068016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -5067974.000000 Penalty: 1026.835083
	Iteration 74Q: 3 clusters Score -5067974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -5067971.500000 Penalty: 1026.835083
	Iteration 75Q: 3 clusters Score -5067972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -5067974.500000 Penalty: 1026.835083
	Iteration 76Q: 3 clusters Score -5067974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -5067983.000000 Penalty: 1026.835083
	Iteration 77Q: 3 clusters Score -5067983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -5067985.500000 Penalty: 1026.835083
	Iteration 78Q: 3 clusters Score -5067986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -5067990.000000 Penalty: 1026.835083
	Iteration 79Q: 3 clusters Score -5067990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -5067979.500000 Penalty: 1026.835083
	Iteration 80F: 3 clusters Score -5067980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -5067977.000000 Penalty: 1026.835083
	Iteration 81Q: 3 clusters Score -5067977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -5067979.500000 Penalty: 1026.835083
	Iteration 82Q: 3 clusters Score -5067980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -5067981.500000 Penalty: 1026.835083
	Iteration 83Q: 3 clusters Score -5067982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -5067980.500000 Penalty: 1026.835083
	Iteration 84Q: 3 clusters Score -5067980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -5067980.500000 Penalty: 1026.835083
	Iteration 85Q: 3 clusters Score -5067980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -5067983.500000 Penalty: 1026.835083
	Iteration 86Q: 3 clusters Score -5067984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -5067982.000000 Penalty: 1026.835083
	Iteration 87Q: 3 clusters Score -5067982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -5067983.500000 Penalty: 1026.835083
	Iteration 88Q: 3 clusters Score -5067984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -5067983.500000 Penalty: 1026.835083
	Iteration 89F: 3 clusters Score -5067984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -122212.289062 Penalty: 345.222626
	Iteration 0F: 2 clusters Score -122212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -120778.265625 Penalty: 690.445251
	Iteration 0F: 3 clusters Score -120778.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -121269.914062 Penalty: 690.445251
	Iteration 1F: 3 clusters Score -121269.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -121381.125000 Penalty: 690.445251
	Iteration 2F: 3 clusters Score -121381.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -121468.500000 Penalty: 690.445251
	Iteration 3F: 3 clusters Score -121468.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -121538.882812 Penalty: 690.445251
	Iteration 4F: 3 clusters Score -121538.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -121613.976562 Penalty: 690.445251
	Iteration 5Q: 3 clusters Score -121614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -121698.429688 Penalty: 690.445251
	Iteration 6Q: 3 clusters Score -121698.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -121770.578125 Penalty: 690.445251
	Iteration 7Q: 3 clusters Score -121770.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -121849.945312 Penalty: 690.445251
	Iteration 8Q: 3 clusters Score -121849.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -121891.398438 Penalty: 690.445251
	Iteration 9Q: 3 clusters Score -121891.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -121905.781250 Penalty: 690.445251
	Iteration 10Q: 3 clusters Score -121905.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -121913.804688 Penalty: 690.445251
	Iteration 11Q: 3 clusters Score -121913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -121919.031250 Penalty: 690.445251
	Iteration 12Q: 3 clusters Score -121919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -121923.484375 Penalty: 690.445251
	Iteration 13Q: 3 clusters Score -121923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -121928.429688 Penalty: 690.445251
	Iteration 14Q: 3 clusters Score -121928.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -121931.929688 Penalty: 690.445251
	Iteration 15Q: 3 clusters Score -121931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -121933.179688 Penalty: 690.445251
	Iteration 16Q: 3 clusters Score -121933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -121933.687500 Penalty: 690.445251
	Iteration 17Q: 3 clusters Score -121933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -121934.093750 Penalty: 690.445251
	Iteration 18Q: 3 clusters Score -121934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -121934.242188 Penalty: 690.445251
	Iteration 19Q: 3 clusters Score -121934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -121934.750000 Penalty: 690.445251
	Iteration 20F: 3 clusters Score -121934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -121934.765625 Penalty: 690.445251
	Iteration 21Q: 3 clusters Score -121934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -121935.742188 Penalty: 690.445251
	Iteration 22Q: 3 clusters Score -121935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -121936.125000 Penalty: 690.445251
	Iteration 23Q: 3 clusters Score -121936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -121936.085938 Penalty: 690.445251
	Iteration 24Q: 3 clusters Score -121936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -121936.085938 Penalty: 690.445251
	Iteration 25F: 3 clusters Score -121936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Entering Unmasked Estep 
Score: -628908.687500 Penalty: 418.654541
	Iteration 0F: 2 clusters Score -628908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -622245.000000 Penalty: 837.309082
	Iteration 0F: 3 clusters Score -622245 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -625112.125000 Penalty: 837.309082
	Iteration 1F: 3 clusters Score -625112.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -625428.812500 Penalty: 837.309082
	Iteration 2F: 3 clusters Score -625428.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -625845.562500 Penalty: 837.309082
	Iteration 3F: 3 clusters Score -625845.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -626372.687500 Penalty: 837.309082
	Iteration 4F: 3 clusters Score -626372.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -626801.687500 Penalty: 837.309082
	Iteration 5F: 3 clusters Score -626801.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -627022.187500 Penalty: 837.309082
	Iteration 6Q: 3 clusters Score -627022.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -627138.187500 Penalty: 837.309082
	Iteration 7Q: 3 clusters Score -627138.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -627249.437500 Penalty: 837.309082
	Iteration 8Q: 3 clusters Score -627249.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -627379.250000 Penalty: 837.309082
	Iteration 9Q: 3 clusters Score -627379.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -627530.125000 Penalty: 837.309082
	Iteration 10Q: 3 clusters Score -627530.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -627685.250000 Penalty: 837.309082
	Iteration 11Q: 3 clusters Score -627685.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -627814.750000 Penalty: 837.309082
	Iteration 12Q: 3 clusters Score -627814.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -627952.937500 Penalty: 837.309082
	Iteration 13Q: 3 clusters Score -627952.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -628068.312500 Penalty: 837.309082
	Iteration 14Q: 3 clusters Score -628068.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -628169.375000 Penalty: 837.309082
	Iteration 15Q: 3 clusters Score -628169.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -628231.062500 Penalty: 837.309082
	Iteration 16Q: 3 clusters Score -628231.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -628271.437500 Penalty: 837.309082
	Iteration 17Q: 3 clusters Score -628271.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -628306.687500 Penalty: 837.309082
	Iteration 18Q: 3 clusters Score -628306.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -628333.000000 Penalty: 837.309082
	Iteration 19Q: 3 clusters Score -628333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -628353.125000 Penalty: 837.309082
	Iteration 20F: 3 clusters Score -628353.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -628371.250000 Penalty: 837.309082
	Iteration 21Q: 3 clusters Score -628371.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -628386.375000 Penalty: 837.309082
	Iteration 22Q: 3 clusters Score -628386.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -628399.250000 Penalty: 837.309082
	Iteration 23Q: 3 clusters Score -628399.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -628404.625000 Penalty: 837.309082
	Iteration 24Q: 3 clusters Score -628404.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -628412.875000 Penalty: 837.309082
	Iteration 25Q: 3 clusters Score -628412.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -628416.875000 Penalty: 837.309082
	Iteration 26Q: 3 clusters Score -628416.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -628423.000000 Penalty: 837.309082
	Iteration 27Q: 3 clusters Score -628423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -628427.000000 Penalty: 837.309082
	Iteration 28Q: 3 clusters Score -628427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -628427.750000 Penalty: 837.309082
	Iteration 29Q: 3 clusters Score -628427.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -628431.562500 Penalty: 837.309082
	Iteration 30Q: 3 clusters Score -628431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -628434.937500 Penalty: 837.309082
	Iteration 31Q: 3 clusters Score -628434.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -628437.437500 Penalty: 837.309082
	Iteration 32Q: 3 clusters Score -628437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -628437.125000 Penalty: 837.309082
	Iteration 33Q: 3 clusters Score -628437.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -628436.937500 Penalty: 837.309082
	Iteration 34Q: 3 clusters Score -628436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -628436.687500 Penalty: 837.309082
	Iteration 35Q: 3 clusters Score -628436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -628437.500000 Penalty: 837.309082
	Iteration 36Q: 3 clusters Score -628437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -628437.062500 Penalty: 837.309082
	Iteration 37Q: 3 clusters Score -628437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -628437.687500 Penalty: 837.309082
	Iteration 38Q: 3 clusters Score -628437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -628436.812500 Penalty: 837.309082
	Iteration 39Q: 3 clusters Score -628436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -628437.125000 Penalty: 837.309082
	Iteration 40F: 3 clusters Score -628437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -628437.500000 Penalty: 837.309082
	Iteration 41Q: 3 clusters Score -628437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -628436.812500 Penalty: 837.309082
	Iteration 42Q: 3 clusters Score -628436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -628436.375000 Penalty: 837.309082
	Iteration 43Q: 3 clusters Score -628436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -628436.625000 Penalty: 837.309082
	Iteration 44Q: 3 clusters Score -628436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -628437.187500 Penalty: 837.309082
	Iteration 45Q: 3 clusters Score -628437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -628437.625000 Penalty: 837.309082
	Iteration 46Q: 3 clusters Score -628437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -628437.062500 Penalty: 837.309082
	Iteration 47Q: 3 clusters Score -628437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -628437.687500 Penalty: 837.309082
	Iteration 48Q: 3 clusters Score -628437.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -628438.937500 Penalty: 837.309082
	Iteration 49Q: 3 clusters Score -628438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -628440.625000 Penalty: 837.309082
	Iteration 50Q: 3 clusters Score -628440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -628439.750000 Penalty: 837.309082
	Iteration 51Q: 3 clusters Score -628439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -628440.625000 Penalty: 837.309082
	Iteration 52Q: 3 clusters Score -628440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -628441.625000 Penalty: 837.309082
	Iteration 53Q: 3 clusters Score -628441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -628440.937500 Penalty: 837.309082
	Iteration 54Q: 3 clusters Score -628440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -628440.937500 Penalty: 837.309082
	Iteration 55Q: 3 clusters Score -628440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -628440.187500 Penalty: 837.309082
	Iteration 56Q: 3 clusters Score -628440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -628441.500000 Penalty: 837.309082
	Iteration 57Q: 3 clusters Score -628441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -628441.937500 Penalty: 837.309082
	Iteration 58Q: 3 clusters Score -628441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -628440.500000 Penalty: 837.309082
	Iteration 59Q: 3 clusters Score -628440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -628441.437500 Penalty: 837.309082
	Iteration 60F: 3 clusters Score -628441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -628442.250000 Penalty: 837.309082
	Iteration 61Q: 3 clusters Score -628442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -628441.875000 Penalty: 837.309082
	Iteration 62Q: 3 clusters Score -628441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -628440.875000 Penalty: 837.309082
	Iteration 63Q: 3 clusters Score -628440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -628441.437500 Penalty: 837.309082
	Iteration 64Q: 3 clusters Score -628441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -628442.000000 Penalty: 837.309082
	Iteration 65Q: 3 clusters Score -628442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -628441.625000 Penalty: 837.309082
	Iteration 66Q: 3 clusters Score -628441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -628441.125000 Penalty: 837.309082
	Iteration 67Q: 3 clusters Score -628441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -628440.625000 Penalty: 837.309082
	Iteration 68Q: 3 clusters Score -628440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -628440.625000 Penalty: 837.309082
	Iteration 69F: 3 clusters Score -628440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -43783.160156 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -43783.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43105.042969 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -43105.04 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43288.707031 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -43288.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43339.117188 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -43339.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43365.042969 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -43365.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43385.222656 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -43385.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43397.609375 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -43397.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43405.828125 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -43405.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43412.906250 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -43412.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43416.523438 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -43416.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43419.667969 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -43419.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43422.691406 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -43422.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43425.070312 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -43425.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43429.410156 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -43429.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43434.238281 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -43434.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43439.917969 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -43439.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43442.816406 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -43442.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43445.128906 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -43445.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43447.320312 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -43447.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43449.023438 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -43449.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43450.160156 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -43450.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43450.785156 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -43450.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43451.035156 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -43451.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43452.292969 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -43452.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43452.628906 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -43452.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43453.175781 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -43453.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43453.671875 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -43453.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43454.378906 Penalty: 604.347534
	Iteration 26Q: 3 clusters Score -43454.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43454.644531 Penalty: 604.347534
	Iteration 27Q: 3 clusters Score -43454.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43454.644531 Penalty: 604.347534
	Iteration 28F: 3 clusters Score -43454.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Entering Unmasked Estep 
Score: -306815.781250 Penalty: 386.352325
	Iteration 0F: 2 clusters Score -306815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -303485.031250 Penalty: 772.704651
	Iteration 0F: 3 clusters Score -303485 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -304653.562500 Penalty: 772.704651
	Iteration 1F: 3 clusters Score -304653.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -304795.312500 Penalty: 772.704651
	Iteration 2F: 3 clusters Score -304795.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -304919.281250 Penalty: 772.704651
	Iteration 3F: 3 clusters Score -304919.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -305055.281250 Penalty: 772.704651
	Iteration 4F: 3 clusters Score -305055.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -305228.437500 Penalty: 772.704651
	Iteration 5F: 3 clusters Score -305228.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -305462.687500 Penalty: 772.704651
	Iteration 6F: 3 clusters Score -305462.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -305737.812500 Penalty: 772.704651
	Iteration 7F: 3 clusters Score -305737.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -306001.687500 Penalty: 772.704651
	Iteration 8F: 3 clusters Score -306001.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -306243.093750 Penalty: 772.704651
	Iteration 9F: 3 clusters Score -306243.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -306411.125000 Penalty: 772.704651
	Iteration 10Q: 3 clusters Score -306411.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -306487.656250 Penalty: 772.704651
	Iteration 11Q: 3 clusters Score -306487.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -306524.500000 Penalty: 772.704651
	Iteration 12Q: 3 clusters Score -306524.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -306552.437500 Penalty: 772.704651
	Iteration 13Q: 3 clusters Score -306552.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -306569.000000 Penalty: 772.704651
	Iteration 14Q: 3 clusters Score -306569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -306582.406250 Penalty: 772.704651
	Iteration 15Q: 3 clusters Score -306582.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306592.250000 Penalty: 772.704651
	Iteration 16Q: 3 clusters Score -306592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306596.125000 Penalty: 772.704651
	Iteration 17Q: 3 clusters Score -306596.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -306599.906250 Penalty: 772.704651
	Iteration 18Q: 3 clusters Score -306599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -306603.500000 Penalty: 772.704651
	Iteration 19Q: 3 clusters Score -306603.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -306609.656250 Penalty: 772.704651
	Iteration 20F: 3 clusters Score -306609.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -306614.125000 Penalty: 772.704651
	Iteration 21Q: 3 clusters Score -306614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -306616.625000 Penalty: 772.704651
	Iteration 22Q: 3 clusters Score -306616.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -306618.625000 Penalty: 772.704651
	Iteration 23Q: 3 clusters Score -306618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -306620.000000 Penalty: 772.704651
	Iteration 24Q: 3 clusters Score -306620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -306621.656250 Penalty: 772.704651
	Iteration 25Q: 3 clusters Score -306621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -306621.343750 Penalty: 772.704651
	Iteration 26Q: 3 clusters Score -306621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306621.875000 Penalty: 772.704651
	Iteration 27Q: 3 clusters Score -306621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -306622.468750 Penalty: 772.704651
	Iteration 28Q: 3 clusters Score -306622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -306622.468750 Penalty: 772.704651
	Iteration 29F: 3 clusters Score -306622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Entering Unmasked Estep 
Score: -2896467.500000 Penalty: 486.278290
	Iteration 0F: 2 clusters Score -2896468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2867743.000000 Penalty: 972.556580
	Iteration 0F: 3 clusters Score -2867743 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2880094.250000 Penalty: 972.556580
	Iteration 1F: 3 clusters Score -2880094 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2880550.750000 Penalty: 972.556580
	Iteration 2Q: 3 clusters Score -2880551 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2881226.000000 Penalty: 972.556580
	Iteration 3Q: 3 clusters Score -2881226 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2882114.250000 Penalty: 972.556580
	Iteration 4F: 3 clusters Score -2882114 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -2883370.750000 Penalty: 972.556580
	Iteration 5F: 3 clusters Score -2883371 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -2885047.000000 Penalty: 972.556580
	Iteration 6F: 3 clusters Score -2885047 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -2887029.000000 Penalty: 972.556580
	Iteration 7F: 3 clusters Score -2887029 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -2889110.750000 Penalty: 972.556580
	Iteration 8F: 3 clusters Score -2889111 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -2890840.750000 Penalty: 972.556580
	Iteration 9Q: 3 clusters Score -2890841 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -2891849.750000 Penalty: 972.556580
	Iteration 10Q: 3 clusters Score -2891850 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -2892454.500000 Penalty: 972.556580
	Iteration 11Q: 3 clusters Score -2892454 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -2892887.000000 Penalty: 972.556580
	Iteration 12Q: 3 clusters Score -2892887 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -2893165.000000 Penalty: 972.556580
	Iteration 13Q: 3 clusters Score -2893165 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -2893369.000000 Penalty: 972.556580
	Iteration 14Q: 3 clusters Score -2893369 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -2893654.750000 Penalty: 972.556580
	Iteration 15Q: 3 clusters Score -2893655 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -2894007.000000 Penalty: 972.556580
	Iteration 16Q: 3 clusters Score -2894007 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -2894291.750000 Penalty: 972.556580
	Iteration 17Q: 3 clusters Score -2894292 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -2894564.250000 Penalty: 972.556580
	Iteration 18Q: 3 clusters Score -2894564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -2894790.750000 Penalty: 972.556580
	Iteration 19Q: 3 clusters Score -2894791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -2895047.000000 Penalty: 972.556580
	Iteration 20F: 3 clusters Score -2895047 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -2895272.500000 Penalty: 972.556580
	Iteration 21Q: 3 clusters Score -2895272 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -2895420.750000 Penalty: 972.556580
	Iteration 22Q: 3 clusters Score -2895421 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -2895574.000000 Penalty: 972.556580
	Iteration 23Q: 3 clusters Score -2895574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -2895701.500000 Penalty: 972.556580
	Iteration 24Q: 3 clusters Score -2895702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -2895812.500000 Penalty: 972.556580
	Iteration 25Q: 3 clusters Score -2895812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -2895880.000000 Penalty: 972.556580
	Iteration 26Q: 3 clusters Score -2895880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -2895934.500000 Penalty: 972.556580
	Iteration 27Q: 3 clusters Score -2895934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -2895955.250000 Penalty: 972.556580
	Iteration 28Q: 3 clusters Score -2895955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -2895980.000000 Penalty: 972.556580
	Iteration 29Q: 3 clusters Score -2895980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -2895995.500000 Penalty: 972.556580
	Iteration 30Q: 3 clusters Score -2895996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -2896003.500000 Penalty: 972.556580
	Iteration 31Q: 3 clusters Score -2896004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -2896005.000000 Penalty: 972.556580
	Iteration 32Q: 3 clusters Score -2896005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -2896004.250000 Penalty: 972.556580
	Iteration 33Q: 3 clusters Score -2896004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -2896005.250000 Penalty: 972.556580
	Iteration 34Q: 3 clusters Score -2896005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -2896005.250000 Penalty: 972.556580
	Iteration 35Q: 3 clusters Score -2896005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -2896005.250000 Penalty: 972.556580
	Iteration 36F: 3 clusters Score -2896005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -202222.609375 Penalty: 372.102539
	Iteration 0F: 2 clusters Score -202222.6 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 1830 members 
Entering Unmasked Estep 
Score: -199863.546875 Penalty: 744.205078
	Iteration 0F: 3 clusters Score -199863.5 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -200890.078125 Penalty: 744.205078
	Iteration 1F: 3 clusters Score -200890.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -201113.750000 Penalty: 744.205078
	Iteration 2F: 3 clusters Score -201113.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201270.437500 Penalty: 744.205078
	Iteration 3F: 3 clusters Score -201270.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -201358.796875 Penalty: 744.205078
	Iteration 4Q: 3 clusters Score -201358.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -201413.015625 Penalty: 744.205078
	Iteration 5Q: 3 clusters Score -201413 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -201464.343750 Penalty: 744.205078
	Iteration 6Q: 3 clusters Score -201464.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -201501.750000 Penalty: 744.205078
	Iteration 7Q: 3 clusters Score -201501.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -201534.484375 Penalty: 744.205078
	Iteration 8Q: 3 clusters Score -201534.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -201580.156250 Penalty: 744.205078
	Iteration 9Q: 3 clusters Score -201580.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -201651.468750 Penalty: 744.205078
	Iteration 10Q: 3 clusters Score -201651.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -201711.078125 Penalty: 744.205078
	Iteration 11Q: 3 clusters Score -201711.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -201763.125000 Penalty: 744.205078
	Iteration 12Q: 3 clusters Score -201763.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -201784.968750 Penalty: 744.205078
	Iteration 13Q: 3 clusters Score -201785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -201795.203125 Penalty: 744.205078
	Iteration 14Q: 3 clusters Score -201795.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -201807.218750 Penalty: 744.205078
	Iteration 15Q: 3 clusters Score -201807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -201814.203125 Penalty: 744.205078
	Iteration 16Q: 3 clusters Score -201814.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -201818.937500 Penalty: 744.205078
	Iteration 17Q: 3 clusters Score -201818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -201827.250000 Penalty: 744.205078
	Iteration 18Q: 3 clusters Score -201827.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -201841.703125 Penalty: 744.205078
	Iteration 19Q: 3 clusters Score -201841.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -201851.531250 Penalty: 744.205078
	Iteration 20F: 3 clusters Score -201851.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -201856.984375 Penalty: 744.205078
	Iteration 21Q: 3 clusters Score -201857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -201860.156250 Penalty: 744.205078
	Iteration 22Q: 3 clusters Score -201860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -201862.046875 Penalty: 744.205078
	Iteration 23Q: 3 clusters Score -201862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -201864.187500 Penalty: 744.205078
	Iteration 24Q: 3 clusters Score -201864.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -201866.093750 Penalty: 744.205078
	Iteration 25Q: 3 clusters Score -201866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -201868.312500 Penalty: 744.205078
	Iteration 26Q: 3 clusters Score -201868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -201871.312500 Penalty: 744.205078
	Iteration 27Q: 3 clusters Score -201871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -201873.078125 Penalty: 744.205078
	Iteration 28Q: 3 clusters Score -201873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -201875.718750 Penalty: 744.205078
	Iteration 29Q: 3 clusters Score -201875.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -201879.156250 Penalty: 744.205078
	Iteration 30Q: 3 clusters Score -201879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -201880.781250 Penalty: 744.205078
	Iteration 31Q: 3 clusters Score -201880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -201882.296875 Penalty: 744.205078
	Iteration 32Q: 3 clusters Score -201882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -201883.359375 Penalty: 744.205078
	Iteration 33Q: 3 clusters Score -201883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -201885.281250 Penalty: 744.205078
	Iteration 34Q: 3 clusters Score -201885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -201886.203125 Penalty: 744.205078
	Iteration 35Q: 3 clusters Score -201886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -201886.468750 Penalty: 744.205078
	Iteration 36Q: 3 clusters Score -201886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -201886.468750 Penalty: 744.205078
	Iteration 37F: 3 clusters Score -201886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Entering Unmasked Estep 
Score: -2752853.750000 Penalty: 484.770203
	Iteration 0F: 2 clusters Score -2752854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2724973.500000 Penalty: 969.540405
	Iteration 0F: 3 clusters Score -2724974 nChanged 20477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2737587.750000 Penalty: 969.540405
	Iteration 1F: 3 clusters Score -2737588 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2738382.750000 Penalty: 969.540405
	Iteration 2Q: 3 clusters Score -2738383 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2739315.500000 Penalty: 969.540405
	Iteration 3Q: 3 clusters Score -2739316 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2740393.250000 Penalty: 969.540405
	Iteration 4F: 3 clusters Score -2740393 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -2741467.000000 Penalty: 969.540405
	Iteration 5F: 3 clusters Score -2741467 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -2742666.250000 Penalty: 969.540405
	Iteration 6F: 3 clusters Score -2742666 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -2743960.500000 Penalty: 969.540405
	Iteration 7F: 3 clusters Score -2743960 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -2745336.000000 Penalty: 969.540405
	Iteration 8F: 3 clusters Score -2745336 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -2746951.500000 Penalty: 969.540405
	Iteration 9F: 3 clusters Score -2746952 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -2748549.000000 Penalty: 969.540405
	Iteration 10Q: 3 clusters Score -2748549 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -2749975.250000 Penalty: 969.540405
	Iteration 11Q: 3 clusters Score -2749975 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -2751377.500000 Penalty: 969.540405
	Iteration 12Q: 3 clusters Score -2751378 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -2752124.750000 Penalty: 969.540405
	Iteration 13Q: 3 clusters Score -2752125 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -2752478.000000 Penalty: 969.540405
	Iteration 14Q: 3 clusters Score -2752478 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -2752629.750000 Penalty: 969.540405
	Iteration 15Q: 3 clusters Score -2752630 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -2752719.750000 Penalty: 969.540405
	Iteration 16Q: 3 clusters Score -2752720 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -2752816.750000 Penalty: 969.540405
	Iteration 17Q: 3 clusters Score -2752817 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -2752892.000000 Penalty: 969.540405
	Iteration 18Q: 3 clusters Score -2752892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -2752965.000000 Penalty: 969.540405
	Iteration 19Q: 3 clusters Score -2752965 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -2753033.250000 Penalty: 969.540405
	Iteration 20F: 3 clusters Score -2753033 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -2753096.500000 Penalty: 969.540405
	Iteration 21Q: 3 clusters Score -2753096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -2753140.750000 Penalty: 969.540405
	Iteration 22Q: 3 clusters Score -2753141 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -2753198.000000 Penalty: 969.540405
	Iteration 23Q: 3 clusters Score -2753198 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -2753241.750000 Penalty: 969.540405
	Iteration 24Q: 3 clusters Score -2753242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -2753275.500000 Penalty: 969.540405
	Iteration 25Q: 3 clusters Score -2753276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -2753292.750000 Penalty: 969.540405
	Iteration 26Q: 3 clusters Score -2753293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -2753303.500000 Penalty: 969.540405
	Iteration 27Q: 3 clusters Score -2753304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -2753303.500000 Penalty: 969.540405
	Iteration 28Q: 3 clusters Score -2753304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -2753310.750000 Penalty: 969.540405
	Iteration 29Q: 3 clusters Score -2753311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -2753321.000000 Penalty: 969.540405
	Iteration 30Q: 3 clusters Score -2753321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -2753324.000000 Penalty: 969.540405
	Iteration 31Q: 3 clusters Score -2753324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -2753335.500000 Penalty: 969.540405
	Iteration 32Q: 3 clusters Score -2753336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -2753341.250000 Penalty: 969.540405
	Iteration 33Q: 3 clusters Score -2753341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -2753340.500000 Penalty: 969.540405
	Iteration 34Q: 3 clusters Score -2753340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -2753345.750000 Penalty: 969.540405
	Iteration 35Q: 3 clusters Score -2753346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -2753353.750000 Penalty: 969.540405
	Iteration 36Q: 3 clusters Score -2753354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -2753357.250000 Penalty: 969.540405
	Iteration 37Q: 3 clusters Score -2753357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -2753349.250000 Penalty: 969.540405
	Iteration 38Q: 3 clusters Score -2753349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -2753350.000000 Penalty: 969.540405
	Iteration 39Q: 3 clusters Score -2753350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -2753352.000000 Penalty: 969.540405
	Iteration 40F: 3 clusters Score -2753352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -2753359.000000 Penalty: 969.540405
	Iteration 41Q: 3 clusters Score -2753359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -2753361.750000 Penalty: 969.540405
	Iteration 42Q: 3 clusters Score -2753362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2753355.250000 Penalty: 969.540405
	Iteration 43Q: 3 clusters Score -2753355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -2753357.000000 Penalty: 969.540405
	Iteration 44Q: 3 clusters Score -2753357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -2753355.500000 Penalty: 969.540405
	Iteration 45Q: 3 clusters Score -2753356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2753354.500000 Penalty: 969.540405
	Iteration 46Q: 3 clusters Score -2753354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -2753350.750000 Penalty: 969.540405
	Iteration 47Q: 3 clusters Score -2753351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -2753353.250000 Penalty: 969.540405
	Iteration 48Q: 3 clusters Score -2753353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -2753353.250000 Penalty: 969.540405
	Iteration 49Q: 3 clusters Score -2753353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -2753353.500000 Penalty: 969.540405
	Iteration 50Q: 3 clusters Score -2753354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -2753350.750000 Penalty: 969.540405
	Iteration 51Q: 3 clusters Score -2753351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -2753352.750000 Penalty: 969.540405
	Iteration 52Q: 3 clusters Score -2753353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2753358.250000 Penalty: 969.540405
	Iteration 53Q: 3 clusters Score -2753358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -2753360.500000 Penalty: 969.540405
	Iteration 54Q: 3 clusters Score -2753360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -2753361.500000 Penalty: 969.540405
	Iteration 55Q: 3 clusters Score -2753362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -2753362.750000 Penalty: 969.540405
	Iteration 56Q: 3 clusters Score -2753363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -2753363.750000 Penalty: 969.540405
	Iteration 57Q: 3 clusters Score -2753364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -2753362.000000 Penalty: 969.540405
	Iteration 58Q: 3 clusters Score -2753362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -2753363.750000 Penalty: 969.540405
	Iteration 59Q: 3 clusters Score -2753364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -2753364.000000 Penalty: 969.540405
	Iteration 60F: 3 clusters Score -2753364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 87963 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 76926 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 79933 members 
Mstep: Class 15 contains 31787 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 14387 members 
Mstep: Class 23 contains 51614 members 
Mstep: Class 24 contains 10642 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 24715 members 
Mstep: Class 29 contains 345 members 
Mstep: Class 30 contains 83077 members 
Mstep: Class 31 contains 3309 members 
Mstep: Class 32 contains 6377 members 
Mstep: Class 33 contains 40765 members 
Entering Unmasked Estep 
Score: -42233068.000000 Penalty: 20201.414062
Splitting cluster 8 changes total score from -42232864.000000 to -42233068.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (87963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Entering Unmasked Estep 
Score: -5483700.500000 Penalty: 518.002563
	Iteration 0F: 2 clusters Score -5483700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5431032.500000 Penalty: 1036.005127
	Iteration 0F: 3 clusters Score -5431032 nChanged 42913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5458865.000000 Penalty: 1036.005127
	Iteration 1F: 3 clusters Score -5458865 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5461711.000000 Penalty: 1036.005127
	Iteration 2F: 3 clusters Score -5461711 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5465730.000000 Penalty: 1036.005127
	Iteration 3F: 3 clusters Score -5465730 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5470290.000000 Penalty: 1036.005127
	Iteration 4F: 3 clusters Score -5470290 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5473297.000000 Penalty: 1036.005127
	Iteration 5F: 3 clusters Score -5473297 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5474343.000000 Penalty: 1036.005127
	Iteration 6Q: 3 clusters Score -5474343 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -5474579.000000 Penalty: 1036.005127
	Iteration 7Q: 3 clusters Score -5474579 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5474648.500000 Penalty: 1036.005127
	Iteration 8Q: 3 clusters Score -5474648 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5474658.000000 Penalty: 1036.005127
	Iteration 9Q: 3 clusters Score -5474658 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5474640.500000 Penalty: 1036.005127
	Iteration 10Q: 3 clusters Score -5474640 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -5474629.000000 Penalty: 1036.005127
	Iteration 11Q: 3 clusters Score -5474629 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5474598.000000 Penalty: 1036.005127
	Iteration 12Q: 3 clusters Score -5474598 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5474580.000000 Penalty: 1036.005127
	Iteration 13Q: 3 clusters Score -5474580 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5474568.500000 Penalty: 1036.005127
	Iteration 14Q: 3 clusters Score -5474568 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5474580.500000 Penalty: 1036.005127
	Iteration 15Q: 3 clusters Score -5474580 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5474604.500000 Penalty: 1036.005127
	Iteration 16Q: 3 clusters Score -5474604 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5474594.000000 Penalty: 1036.005127
	Iteration 17Q: 3 clusters Score -5474594 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5474568.000000 Penalty: 1036.005127
	Iteration 18Q: 3 clusters Score -5474568 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5474593.500000 Penalty: 1036.005127
	Iteration 19Q: 3 clusters Score -5474594 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -5474599.000000 Penalty: 1036.005127
	Iteration 20F: 3 clusters Score -5474599 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5474617.000000 Penalty: 1036.005127
	Iteration 21Q: 3 clusters Score -5474617 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5474652.500000 Penalty: 1036.005127
	Iteration 22Q: 3 clusters Score -5474652 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5474663.000000 Penalty: 1036.005127
	Iteration 23Q: 3 clusters Score -5474663 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5474673.500000 Penalty: 1036.005127
	Iteration 24Q: 3 clusters Score -5474674 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5474727.500000 Penalty: 1036.005127
	Iteration 25Q: 3 clusters Score -5474728 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -5474732.500000 Penalty: 1036.005127
	Iteration 26Q: 3 clusters Score -5474732 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -5474769.500000 Penalty: 1036.005127
	Iteration 27Q: 3 clusters Score -5474770 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5474723.000000 Penalty: 1036.005127
	Iteration 28Q: 3 clusters Score -5474723 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -5474749.500000 Penalty: 1036.005127
	Iteration 29Q: 3 clusters Score -5474750 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -5474753.000000 Penalty: 1036.005127
	Iteration 30Q: 3 clusters Score -5474753 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -5474782.000000 Penalty: 1036.005127
	Iteration 31Q: 3 clusters Score -5474782 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -5474837.500000 Penalty: 1036.005127
	Iteration 32Q: 3 clusters Score -5474838 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -5474853.000000 Penalty: 1036.005127
	Iteration 33Q: 3 clusters Score -5474853 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -5474873.500000 Penalty: 1036.005127
	Iteration 34Q: 3 clusters Score -5474874 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -5474902.500000 Penalty: 1036.005127
	Iteration 35Q: 3 clusters Score -5474902 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5475148 nChanged 178
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	Iteration 105Q: 3 clusters Score -5475380 nChanged 56
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	Iteration 106Q: 3 clusters Score -5475390 nChanged 52
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	Iteration 108Q: 3 clusters Score -5475386 nChanged 42
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	Iteration 119Q: 3 clusters Score -5475412 nChanged 64
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	Iteration 120F: 3 clusters Score -5475437 nChanged 70
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	Iteration 121Q: 3 clusters Score -5475438 nChanged 67
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	Iteration 122Q: 3 clusters Score -5475462 nChanged 64
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	Iteration 123Q: 3 clusters Score -5475477 nChanged 61
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	Iteration 128Q: 3 clusters Score -5475472 nChanged 41
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	Iteration 129Q: 3 clusters Score -5475486 nChanged 39
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	Iteration 130Q: 3 clusters Score -5475470 nChanged 28
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	Iteration 140F: 3 clusters Score -5475470 nChanged 21
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Entering Unmasked Estep 
Score: -5475695.500000 Penalty: 1036.005127
	Iteration 225Q: 3 clusters Score -5475696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5475699.500000 Penalty: 1036.005127
	Iteration 226Q: 3 clusters Score -5475700 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5475706.500000 Penalty: 1036.005127
	Iteration 227Q: 3 clusters Score -5475706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -5475710.000000 Penalty: 1036.005127
	Iteration 228Q: 3 clusters Score -5475710 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 1036.005127
	Iteration 229Q: 3 clusters Score -5475714 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -5475707.500000 Penalty: 1036.005127
	Iteration 230Q: 3 clusters Score -5475708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5475712.000000 Penalty: 1036.005127
	Iteration 231Q: 3 clusters Score -5475712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -5475719.500000 Penalty: 1036.005127
	Iteration 232Q: 3 clusters Score -5475720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -5475720.500000 Penalty: 1036.005127
	Iteration 233Q: 3 clusters Score -5475720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5475715.000000 Penalty: 1036.005127
	Iteration 234Q: 3 clusters Score -5475715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5475716.500000 Penalty: 1036.005127
	Iteration 235Q: 3 clusters Score -5475716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -5475708.500000 Penalty: 1036.005127
	Iteration 236Q: 3 clusters Score -5475708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5475710.500000 Penalty: 1036.005127
	Iteration 237Q: 3 clusters Score -5475710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -5475715.500000 Penalty: 1036.005127
	Iteration 238Q: 3 clusters Score -5475716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 1036.005127
	Iteration 239Q: 3 clusters Score -5475714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5475718.500000 Penalty: 1036.005127
	Iteration 240F: 3 clusters Score -5475718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5475722.500000 Penalty: 1036.005127
	Iteration 241Q: 3 clusters Score -5475722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5475720.000000 Penalty: 1036.005127
	Iteration 242Q: 3 clusters Score -5475720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5475716.000000 Penalty: 1036.005127
	Iteration 243Q: 3 clusters Score -5475716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5475718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5475716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5475712.500000 Penalty: 1036.005127
	Iteration 246Q: 3 clusters Score -5475712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 1036.005127
	Iteration 247Q: 3 clusters Score -5475714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -5475712.000000 Penalty: 1036.005127
	Iteration 248Q: 3 clusters Score -5475712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -5475711.000000 Penalty: 1036.005127
	Iteration 249Q: 3 clusters Score -5475711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5475707.000000 Penalty: 1036.005127
	Iteration 250Q: 3 clusters Score -5475707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5475707.000000 Penalty: 1036.005127
	Iteration 251Q: 3 clusters Score -5475707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5475702.500000 Penalty: 1036.005127
	Iteration 252Q: 3 clusters Score -5475702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5475697.000000 Penalty: 1036.005127
	Iteration 253Q: 3 clusters Score -5475697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5475694.500000 Penalty: 1036.005127
	Iteration 254Q: 3 clusters Score -5475694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5475701.000000 Penalty: 1036.005127
	Iteration 255Q: 3 clusters Score -5475701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -5475692.500000 Penalty: 1036.005127
	Iteration 256Q: 3 clusters Score -5475692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -5475691.500000 Penalty: 1036.005127
	Iteration 257Q: 3 clusters Score -5475692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5475692.000000 Penalty: 1036.005127
	Iteration 258Q: 3 clusters Score -5475692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5475698.000000 Penalty: 1036.005127
	Iteration 259Q: 3 clusters Score -5475698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5475698.500000 Penalty: 1036.005127
	Iteration 260F: 3 clusters Score -5475698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5475695.500000 Penalty: 1036.005127
	Iteration 261Q: 3 clusters Score -5475696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5475695.500000 Penalty: 1036.005127
	Iteration 262Q: 3 clusters Score -5475696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5475696.500000 Penalty: 1036.005127
	Iteration 263Q: 3 clusters Score -5475696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5475698.000000 Penalty: 1036.005127
	Iteration 264Q: 3 clusters Score -5475698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5475701.500000 Penalty: 1036.005127
	Iteration 265Q: 3 clusters Score -5475702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5475701.000000 Penalty: 1036.005127
	Iteration 266Q: 3 clusters Score -5475701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5475692.500000 Penalty: 1036.005127
	Iteration 267Q: 3 clusters Score -5475692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5475689.500000 Penalty: 1036.005127
	Iteration 268Q: 3 clusters Score -5475690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5475694.500000 Penalty: 1036.005127
	Iteration 269Q: 3 clusters Score -5475694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5475682.000000 Penalty: 1036.005127
	Iteration 270Q: 3 clusters Score -5475682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5475679.000000 Penalty: 1036.005127
	Iteration 271Q: 3 clusters Score -5475679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5475695.000000 Penalty: 1036.005127
	Iteration 272Q: 3 clusters Score -5475695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5475672.500000 Penalty: 1036.005127
	Iteration 273Q: 3 clusters Score -5475672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5475688.000000 Penalty: 1036.005127
	Iteration 274Q: 3 clusters Score -5475688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5475678.000000 Penalty: 1036.005127
	Iteration 275Q: 3 clusters Score -5475678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5475679.000000 Penalty: 1036.005127
	Iteration 276Q: 3 clusters Score -5475679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -5475687.500000 Penalty: 1036.005127
	Iteration 277Q: 3 clusters Score -5475688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5475697.500000 Penalty: 1036.005127
	Iteration 278Q: 3 clusters Score -5475698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5475697.000000 Penalty: 1036.005127
	Iteration 279Q: 3 clusters Score -5475697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5475710.000000 Penalty: 1036.005127
	Iteration 280F: 3 clusters Score -5475710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5475708.500000 Penalty: 1036.005127
	Iteration 281Q: 3 clusters Score -5475708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5475716.500000 Penalty: 1036.005127
	Iteration 282Q: 3 clusters Score -5475716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -5475722.000000 Penalty: 1036.005127
	Iteration 283Q: 3 clusters Score -5475722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5475725.500000 Penalty: 1036.005127
	Iteration 284Q: 3 clusters Score -5475726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 1036.005127
	Iteration 285Q: 3 clusters Score -5475714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -5475716.000000 Penalty: 1036.005127
	Iteration 286Q: 3 clusters Score -5475716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -5475731.000000 Penalty: 1036.005127
	Iteration 287Q: 3 clusters Score -5475731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5475723.500000 Penalty: 1036.005127
	Iteration 288Q: 3 clusters Score -5475724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5475720.500000 Penalty: 1036.005127
	Iteration 289Q: 3 clusters Score -5475720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5475714.000000 Penalty: 1036.005127
	Iteration 290Q: 3 clusters Score -5475714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5475720.500000 Penalty: 1036.005127
	Iteration 291Q: 3 clusters Score -5475720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -5475714.000000 Penalty: 1036.005127
	Iteration 292Q: 3 clusters Score -5475714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5475720.500000 Penalty: 1036.005127
	Iteration 293Q: 3 clusters Score -5475720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5475722.000000 Penalty: 1036.005127
	Iteration 294Q: 3 clusters Score -5475722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5475711.500000 Penalty: 1036.005127
	Iteration 295Q: 3 clusters Score -5475712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5475709.500000 Penalty: 1036.005127
	Iteration 296Q: 3 clusters Score -5475710 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5475717 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
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	Iteration 298F: 3 clusters Score -5475717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8987 members 
Entering Unmasked Estep 
Score: -530207.062500 Penalty: 414.210815
	Iteration 0F: 2 clusters Score -530207.1 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 4460 members 
Entering Unmasked Estep 
Score: -524158.531250 Penalty: 828.421631
	Iteration 0F: 3 clusters Score -524158.5 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -526732.062500 Penalty: 828.421631
	Iteration 1F: 3 clusters Score -526732.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -527016.062500 Penalty: 828.421631
	Iteration 2F: 3 clusters Score -527016.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -527320.375000 Penalty: 828.421631
	Iteration 3F: 3 clusters Score -527320.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -527638.750000 Penalty: 828.421631
	Iteration 4F: 3 clusters Score -527638.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -527973.687500 Penalty: 828.421631
	Iteration 5F: 3 clusters Score -527973.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -528242.437500 Penalty: 828.421631
	Iteration 6F: 3 clusters Score -528242.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -528370.312500 Penalty: 828.421631
	Iteration 7Q: 3 clusters Score -528370.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -528424.625000 Penalty: 828.421631
	Iteration 8Q: 3 clusters Score -528424.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -528455.062500 Penalty: 828.421631
	Iteration 9Q: 3 clusters Score -528455.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -528481.625000 Penalty: 828.421631
	Iteration 10Q: 3 clusters Score -528481.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -528517.000000 Penalty: 828.421631
	Iteration 11Q: 3 clusters Score -528517 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -528550.875000 Penalty: 828.421631
	Iteration 12Q: 3 clusters Score -528550.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -528592.562500 Penalty: 828.421631
	Iteration 13Q: 3 clusters Score -528592.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -528634.937500 Penalty: 828.421631
	Iteration 14Q: 3 clusters Score -528634.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -528683.187500 Penalty: 828.421631
	Iteration 15Q: 3 clusters Score -528683.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -528738.000000 Penalty: 828.421631
	Iteration 16Q: 3 clusters Score -528738 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -528803.000000 Penalty: 828.421631
	Iteration 17Q: 3 clusters Score -528803 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -528858.437500 Penalty: 828.421631
	Iteration 18Q: 3 clusters Score -528858.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -528909.250000 Penalty: 828.421631
	Iteration 19Q: 3 clusters Score -528909.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -528964.125000 Penalty: 828.421631
	Iteration 20F: 3 clusters Score -528964.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -529033.625000 Penalty: 828.421631
	Iteration 21Q: 3 clusters Score -529033.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -529116.875000 Penalty: 828.421631
	Iteration 22Q: 3 clusters Score -529116.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -529196.937500 Penalty: 828.421631
	Iteration 23Q: 3 clusters Score -529196.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -529278.687500 Penalty: 828.421631
	Iteration 24Q: 3 clusters Score -529278.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -529358.062500 Penalty: 828.421631
	Iteration 25Q: 3 clusters Score -529358.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -529445.312500 Penalty: 828.421631
	Iteration 26Q: 3 clusters Score -529445.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -529526.437500 Penalty: 828.421631
	Iteration 27Q: 3 clusters Score -529526.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -529599.937500 Penalty: 828.421631
	Iteration 28Q: 3 clusters Score -529599.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -529652.437500 Penalty: 828.421631
	Iteration 29Q: 3 clusters Score -529652.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -529692.437500 Penalty: 828.421631
	Iteration 30Q: 3 clusters Score -529692.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -529725.875000 Penalty: 828.421631
	Iteration 31Q: 3 clusters Score -529725.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -529767.437500 Penalty: 828.421631
	Iteration 32Q: 3 clusters Score -529767.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -529792.062500 Penalty: 828.421631
	Iteration 33Q: 3 clusters Score -529792.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -529806.687500 Penalty: 828.421631
	Iteration 34Q: 3 clusters Score -529806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -529817.562500 Penalty: 828.421631
	Iteration 35Q: 3 clusters Score -529817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -529824.812500 Penalty: 828.421631
	Iteration 36Q: 3 clusters Score -529824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -529833.125000 Penalty: 828.421631
	Iteration 37Q: 3 clusters Score -529833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -529842.687500 Penalty: 828.421631
	Iteration 38Q: 3 clusters Score -529842.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -529852.312500 Penalty: 828.421631
	Iteration 39Q: 3 clusters Score -529852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -529857.812500 Penalty: 828.421631
	Iteration 40F: 3 clusters Score -529857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -529863.312500 Penalty: 828.421631
	Iteration 41Q: 3 clusters Score -529863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -529870.187500 Penalty: 828.421631
	Iteration 42Q: 3 clusters Score -529870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -529872.187500 Penalty: 828.421631
	Iteration 43Q: 3 clusters Score -529872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -529877.750000 Penalty: 828.421631
	Iteration 44Q: 3 clusters Score -529877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -529877.750000 Penalty: 828.421631
	Iteration 45F: 3 clusters Score -529877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Entering Unmasked Estep 
Score: -1041292.000000 Penalty: 440.115967
	Iteration 0F: 2 clusters Score -1041292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1030769.500000 Penalty: 880.231934
	Iteration 0F: 3 clusters Score -1030770 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1035228.625000 Penalty: 880.231934
	Iteration 1F: 3 clusters Score -1035229 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1035726.875000 Penalty: 880.231934
	Iteration 2F: 3 clusters Score -1035727 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1036521.625000 Penalty: 880.231934
	Iteration 3F: 3 clusters Score -1036522 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1037635.250000 Penalty: 880.231934
	Iteration 4F: 3 clusters Score -1037635 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1038848.250000 Penalty: 880.231934
	Iteration 5F: 3 clusters Score -1038848 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1039744.750000 Penalty: 880.231934
	Iteration 6F: 3 clusters Score -1039745 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1040152.000000 Penalty: 880.231934
	Iteration 7Q: 3 clusters Score -1040152 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1040323.812500 Penalty: 880.231934
	Iteration 8Q: 3 clusters Score -1040324 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1040405.812500 Penalty: 880.231934
	Iteration 9Q: 3 clusters Score -1040406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1040457.187500 Penalty: 880.231934
	Iteration 10Q: 3 clusters Score -1040457 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1040503.125000 Penalty: 880.231934
	Iteration 11Q: 3 clusters Score -1040503 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1040546.875000 Penalty: 880.231934
	Iteration 12Q: 3 clusters Score -1040547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1040604.875000 Penalty: 880.231934
	Iteration 13Q: 3 clusters Score -1040605 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1040652.625000 Penalty: 880.231934
	Iteration 14Q: 3 clusters Score -1040653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1040686.625000 Penalty: 880.231934
	Iteration 15Q: 3 clusters Score -1040687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1040716.812500 Penalty: 880.231934
	Iteration 16Q: 3 clusters Score -1040717 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1040736.312500 Penalty: 880.231934
	Iteration 17Q: 3 clusters Score -1040736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1040752.687500 Penalty: 880.231934
	Iteration 18Q: 3 clusters Score -1040753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1040769.000000 Penalty: 880.231934
	Iteration 19Q: 3 clusters Score -1040769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1040785.062500 Penalty: 880.231934
	Iteration 20F: 3 clusters Score -1040785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1040806.312500 Penalty: 880.231934
	Iteration 21Q: 3 clusters Score -1040806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1040822.875000 Penalty: 880.231934
	Iteration 22Q: 3 clusters Score -1040823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1040838.250000 Penalty: 880.231934
	Iteration 23Q: 3 clusters Score -1040838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1040849.625000 Penalty: 880.231934
	Iteration 24Q: 3 clusters Score -1040850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1040855.000000 Penalty: 880.231934
	Iteration 25Q: 3 clusters Score -1040855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1040862.687500 Penalty: 880.231934
	Iteration 26Q: 3 clusters Score -1040863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1040880.062500 Penalty: 880.231934
	Iteration 27Q: 3 clusters Score -1040880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1040899.000000 Penalty: 880.231934
	Iteration 28Q: 3 clusters Score -1040899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1040912.937500 Penalty: 880.231934
	Iteration 29Q: 3 clusters Score -1040913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1040921.250000 Penalty: 880.231934
	Iteration 30Q: 3 clusters Score -1040921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1040928.000000 Penalty: 880.231934
	Iteration 31Q: 3 clusters Score -1040928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1040933.375000 Penalty: 880.231934
	Iteration 32Q: 3 clusters Score -1040933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1040935.250000 Penalty: 880.231934
	Iteration 33Q: 3 clusters Score -1040935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1040938.500000 Penalty: 880.231934
	Iteration 34Q: 3 clusters Score -1040938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1040937.687500 Penalty: 880.231934
	Iteration 35Q: 3 clusters Score -1040938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1040938.000000 Penalty: 880.231934
	Iteration 36Q: 3 clusters Score -1040938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1040938.125000 Penalty: 880.231934
	Iteration 37Q: 3 clusters Score -1040938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1040938.062500 Penalty: 880.231934
	Iteration 38Q: 3 clusters Score -1040938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1040937.250000 Penalty: 880.231934
	Iteration 39Q: 3 clusters Score -1040937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1040937.250000 Penalty: 880.231934
	Iteration 40F: 3 clusters Score -1040937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Entering Unmasked Estep 
Score: -4825676.500000 Penalty: 511.902252
	Iteration 0F: 2 clusters Score -4825676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -4774822.000000 Penalty: 1023.804504
	Iteration 0F: 3 clusters Score -4774822 nChanged 37553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4797938.500000 Penalty: 1023.804504
	Iteration 1F: 3 clusters Score -4797938 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4799351.500000 Penalty: 1023.804504
	Iteration 2Q: 3 clusters Score -4799352 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4801404.000000 Penalty: 1023.804504
	Iteration 3Q: 3 clusters Score -4801404 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4804675.500000 Penalty: 1023.804504
	Iteration 4F: 3 clusters Score -4804676 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4809018.500000 Penalty: 1023.804504
	Iteration 5F: 3 clusters Score -4809018 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4813337.000000 Penalty: 1023.804504
	Iteration 6F: 3 clusters Score -4813337 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4816467.000000 Penalty: 1023.804504
	Iteration 7F: 3 clusters Score -4816467 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4818266.500000 Penalty: 1023.804504
	Iteration 8Q: 3 clusters Score -4818266 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4819166.500000 Penalty: 1023.804504
	Iteration 9Q: 3 clusters Score -4819166 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -4819630.500000 Penalty: 1023.804504
	Iteration 10Q: 3 clusters Score -4819630 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4819981.000000 Penalty: 1023.804504
	Iteration 11Q: 3 clusters Score -4819981 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4820303.000000 Penalty: 1023.804504
	Iteration 12Q: 3 clusters Score -4820303 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4820599.000000 Penalty: 1023.804504
	Iteration 13Q: 3 clusters Score -4820599 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4820930.000000 Penalty: 1023.804504
	Iteration 14Q: 3 clusters Score -4820930 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4821280.500000 Penalty: 1023.804504
	Iteration 15Q: 3 clusters Score -4821280 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4821633.000000 Penalty: 1023.804504
	Iteration 16Q: 3 clusters Score -4821633 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -4822016.500000 Penalty: 1023.804504
	Iteration 17Q: 3 clusters Score -4822016 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4822290.000000 Penalty: 1023.804504
	Iteration 18Q: 3 clusters Score -4822290 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4822462.500000 Penalty: 1023.804504
	Iteration 19Q: 3 clusters Score -4822462 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -4822629.500000 Penalty: 1023.804504
	Iteration 20F: 3 clusters Score -4822630 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4822789.000000 Penalty: 1023.804504
	Iteration 21Q: 3 clusters Score -4822789 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4822862.500000 Penalty: 1023.804504
	Iteration 22Q: 3 clusters Score -4822862 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4822923 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4822977 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4823062.500000 Penalty: 1023.804504
	Iteration 25Q: 3 clusters Score -4823062 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4823104 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4823149.000000 Penalty: 1023.804504
	Iteration 27Q: 3 clusters Score -4823149 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4823179 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4823253.500000 Penalty: 1023.804504
	Iteration 29Q: 3 clusters Score -4823254 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4823274.500000 Penalty: 1023.804504
	Iteration 30Q: 3 clusters Score -4823274 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4823361.500000 Penalty: 1023.804504
	Iteration 31Q: 3 clusters Score -4823362 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4823415.000000 Penalty: 1023.804504
	Iteration 32Q: 3 clusters Score -4823415 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4823496 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4823542 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -4823615.500000 Penalty: 1023.804504
	Iteration 35Q: 3 clusters Score -4823616 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4823633.500000 Penalty: 1023.804504
	Iteration 36Q: 3 clusters Score -4823634 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4823659 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -4823748.500000 Penalty: 1023.804504
	Iteration 38Q: 3 clusters Score -4823748 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -4823824.000000 Penalty: 1023.804504
	Iteration 39Q: 3 clusters Score -4823824 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -4823870.500000 Penalty: 1023.804504
	Iteration 40F: 3 clusters Score -4823870 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4823910 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4823962 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -4823982.500000 Penalty: 1023.804504
	Iteration 43Q: 3 clusters Score -4823982 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -4824040.500000 Penalty: 1023.804504
	Iteration 44Q: 3 clusters Score -4824040 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4824068 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -4824109.000000 Penalty: 1023.804504
	Iteration 46Q: 3 clusters Score -4824109 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -4824130.000000 Penalty: 1023.804504
	Iteration 47Q: 3 clusters Score -4824130 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -4824158.500000 Penalty: 1023.804504
	Iteration 48Q: 3 clusters Score -4824158 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -4824208.000000 Penalty: 1023.804504
	Iteration 49Q: 3 clusters Score -4824208 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -4824243.500000 Penalty: 1023.804504
	Iteration 50Q: 3 clusters Score -4824244 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4824290 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4824312 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -4824352.500000 Penalty: 1023.804504
	Iteration 53Q: 3 clusters Score -4824352 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4824390 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -4824428.500000 Penalty: 1023.804504
	Iteration 55Q: 3 clusters Score -4824428 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4824475 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4824522 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4824597 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4824666 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -4824703.000000 Penalty: 1023.804504
	Iteration 60F: 3 clusters Score -4824703 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -4824738.500000 Penalty: 1023.804504
	Iteration 61Q: 3 clusters Score -4824738 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -4824814.500000 Penalty: 1023.804504
	Iteration 62Q: 3 clusters Score -4824814 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -4824849.500000 Penalty: 1023.804504
	Iteration 63Q: 3 clusters Score -4824850 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4824903 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -4824911.000000 Penalty: 1023.804504
	Iteration 65Q: 3 clusters Score -4824911 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -4824953.500000 Penalty: 1023.804504
	Iteration 66Q: 3 clusters Score -4824954 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -4825010.000000 Penalty: 1023.804504
	Iteration 67Q: 3 clusters Score -4825010 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -4825031.500000 Penalty: 1023.804504
	Iteration 68Q: 3 clusters Score -4825032 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -4825039.500000 Penalty: 1023.804504
	Iteration 69Q: 3 clusters Score -4825040 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -4825064.500000 Penalty: 1023.804504
	Iteration 70Q: 3 clusters Score -4825064 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -4825092.500000 Penalty: 1023.804504
	Iteration 71Q: 3 clusters Score -4825092 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -4825098.000000 Penalty: 1023.804504
	Iteration 72Q: 3 clusters Score -4825098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -4825129.500000 Penalty: 1023.804504
	Iteration 73Q: 3 clusters Score -4825130 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -4825123.500000 Penalty: 1023.804504
	Iteration 74Q: 3 clusters Score -4825124 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -4825151.500000 Penalty: 1023.804504
	Iteration 75Q: 3 clusters Score -4825152 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -4825164.500000 Penalty: 1023.804504
	Iteration 76Q: 3 clusters Score -4825164 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -4825158.500000 Penalty: 1023.804504
	Iteration 77Q: 3 clusters Score -4825158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -4825200.000000 Penalty: 1023.804504
	Iteration 78Q: 3 clusters Score -4825200 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -4825207.000000 Penalty: 1023.804504
	Iteration 79Q: 3 clusters Score -4825207 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -4825198.000000 Penalty: 1023.804504
	Iteration 80F: 3 clusters Score -4825198 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -4825202.500000 Penalty: 1023.804504
	Iteration 81Q: 3 clusters Score -4825202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -4825203.500000 Penalty: 1023.804504
	Iteration 82Q: 3 clusters Score -4825204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -4825206.000000 Penalty: 1023.804504
	Iteration 83Q: 3 clusters Score -4825206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -4825209.000000 Penalty: 1023.804504
	Iteration 84Q: 3 clusters Score -4825209 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -4825212.000000 Penalty: 1023.804504
	Iteration 85Q: 3 clusters Score -4825212 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -4825237.500000 Penalty: 1023.804504
	Iteration 86Q: 3 clusters Score -4825238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -4825242.500000 Penalty: 1023.804504
	Iteration 87Q: 3 clusters Score -4825242 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4825253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -4825278.000000 Penalty: 1023.804504
	Iteration 89Q: 3 clusters Score -4825278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -4825296.000000 Penalty: 1023.804504
	Iteration 90Q: 3 clusters Score -4825296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -4825297.000000 Penalty: 1023.804504
	Iteration 91Q: 3 clusters Score -4825297 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -4825331.000000 Penalty: 1023.804504
	Iteration 92Q: 3 clusters Score -4825331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -4825328.500000 Penalty: 1023.804504
	Iteration 93Q: 3 clusters Score -4825328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -4825335.000000 Penalty: 1023.804504
	Iteration 94Q: 3 clusters Score -4825335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -4825338.500000 Penalty: 1023.804504
	Iteration 95Q: 3 clusters Score -4825338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -4825350.500000 Penalty: 1023.804504
	Iteration 96Q: 3 clusters Score -4825350 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -4825358.000000 Penalty: 1023.804504
	Iteration 97Q: 3 clusters Score -4825358 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -4825347.000000 Penalty: 1023.804504
	Iteration 98Q: 3 clusters Score -4825347 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -4825351.000000 Penalty: 1023.804504
	Iteration 99Q: 3 clusters Score -4825351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -4825333.000000 Penalty: 1023.804504
	Iteration 100F: 3 clusters Score -4825333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -4825346.000000 Penalty: 1023.804504
	Iteration 101Q: 3 clusters Score -4825346 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -4825364.500000 Penalty: 1023.804504
	Iteration 102Q: 3 clusters Score -4825364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -4825373.000000 Penalty: 1023.804504
	Iteration 103Q: 3 clusters Score -4825373 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -4825375.500000 Penalty: 1023.804504
	Iteration 104Q: 3 clusters Score -4825376 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -4825414.500000 Penalty: 1023.804504
	Iteration 105Q: 3 clusters Score -4825414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -4825413.000000 Penalty: 1023.804504
	Iteration 106Q: 3 clusters Score -4825413 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -4825440.000000 Penalty: 1023.804504
	Iteration 107Q: 3 clusters Score -4825440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -4825478.000000 Penalty: 1023.804504
	Iteration 108Q: 3 clusters Score -4825478 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -4825491.500000 Penalty: 1023.804504
	Iteration 109Q: 3 clusters Score -4825492 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -4825498.500000 Penalty: 1023.804504
	Iteration 110Q: 3 clusters Score -4825498 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -4825510.000000 Penalty: 1023.804504
	Iteration 111Q: 3 clusters Score -4825510 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -4825548.500000 Penalty: 1023.804504
	Iteration 112Q: 3 clusters Score -4825548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -4825564.500000 Penalty: 1023.804504
	Iteration 113Q: 3 clusters Score -4825564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4825572 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4825580 nChanged 140
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Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4825578 nChanged 134
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Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4825578 nChanged 107
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Mstep: Class 1 contains 9513 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4825599 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4825602 nChanged 106
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Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4825614 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4825616 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4825621 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4825609 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4825614 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4825618 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4825633 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4825640 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4825650 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4825650 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4825650 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4825670 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4825660 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4825658 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4825667 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4825664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4825658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4825664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4825642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4825649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4825665 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4825668 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4825665 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4825664 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4825664 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4825674 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4825671 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4825668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4825664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4825660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4825670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4825675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4825673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4825678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4825673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4825678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4825681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4825672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4825677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4825682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4825680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4825686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4825686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4825686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4825688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4825686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4825687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4825686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -4825682.500000 Penalty: 1023.804504
	Iteration 168Q: 3 clusters Score -4825682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4825684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4825678 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4825684 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4825687 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -4825691.500000 Penalty: 1023.804504
	Iteration 173Q: 3 clusters Score -4825692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -4825686.000000 Penalty: 1023.804504
	Iteration 174Q: 3 clusters Score -4825686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -4825683.500000 Penalty: 1023.804504
	Iteration 175Q: 3 clusters Score -4825684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -4825682.000000 Penalty: 1023.804504
	Iteration 176Q: 3 clusters Score -4825682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -4825696.500000 Penalty: 1023.804504
	Iteration 177Q: 3 clusters Score -4825696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4825696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4825691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -4825688.000000 Penalty: 1023.804504
	Iteration 180F: 3 clusters Score -4825688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -4825685.000000 Penalty: 1023.804504
	Iteration 181Q: 3 clusters Score -4825685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -4825693.000000 Penalty: 1023.804504
	Iteration 182Q: 3 clusters Score -4825693 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4825688 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -4825690.000000 Penalty: 1023.804504
	Iteration 184Q: 3 clusters Score -4825690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4825699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -4825692.500000 Penalty: 1023.804504
	Iteration 186Q: 3 clusters Score -4825692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4825686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4825684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4825682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4825682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4825677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4825673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4825674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4825680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4825676 nChanged 0
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Mstep: Class 1 contains 6478 members 
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Entering Unmasked Estep 
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	Iteration 196F: 3 clusters Score -4825676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -88004.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -86959.95 nChanged 562
Entering Unmasked Mstep 
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Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -87352.9 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -87461.92 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -87532.242188 Penalty: 657.120544
	Iteration 3F: 3 clusters Score -87532.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87583.609375 Penalty: 657.120544
	Iteration 4Q: 3 clusters Score -87583.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -87623.664062 Penalty: 657.120544
	Iteration 5Q: 3 clusters Score -87623.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -87651.382812 Penalty: 657.120544
	Iteration 6Q: 3 clusters Score -87651.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -87667.906250 Penalty: 657.120544
	Iteration 7Q: 3 clusters Score -87667.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -87678.320312 Penalty: 657.120544
	Iteration 8Q: 3 clusters Score -87678.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -87686.500000 Penalty: 657.120544
	Iteration 9Q: 3 clusters Score -87686.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -87698.007812 Penalty: 657.120544
	Iteration 10Q: 3 clusters Score -87698.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -87704.812500 Penalty: 657.120544
	Iteration 11Q: 3 clusters Score -87704.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -87710.023438 Penalty: 657.120544
	Iteration 12Q: 3 clusters Score -87710.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -87717.757812 Penalty: 657.120544
	Iteration 13Q: 3 clusters Score -87717.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -87723.078125 Penalty: 657.120544
	Iteration 14Q: 3 clusters Score -87723.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -87727.625000 Penalty: 657.120544
	Iteration 15Q: 3 clusters Score -87727.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -87731.000000 Penalty: 657.120544
	Iteration 16Q: 3 clusters Score -87731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -87733.007812 Penalty: 657.120544
	Iteration 17Q: 3 clusters Score -87733.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -87733.375000 Penalty: 657.120544
	Iteration 18Q: 3 clusters Score -87733.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -87733.375000 Penalty: 657.120544
	Iteration 19F: 3 clusters Score -87733.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Entering Unmasked Estep 
Score: -4784371.500000 Penalty: 513.646973
	Iteration 0F: 2 clusters Score -4784372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4730974.500000 Penalty: 1027.293945
	Iteration 0F: 3 clusters Score -4730974 nChanged 39069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -4754199.500000 Penalty: 1027.293945
	Iteration 1F: 3 clusters Score -4754200 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4755124.000000 Penalty: 1027.293945
	Iteration 2Q: 3 clusters Score -4755124 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4756128.000000 Penalty: 1027.293945
	Iteration 3Q: 3 clusters Score -4756128 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4757120.500000 Penalty: 1027.293945
	Iteration 4Q: 3 clusters Score -4757120 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -4758119.500000 Penalty: 1027.293945
	Iteration 5Q: 3 clusters Score -4758120 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4759317.500000 Penalty: 1027.293945
	Iteration 6Q: 3 clusters Score -4759318 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4760642.000000 Penalty: 1027.293945
	Iteration 7Q: 3 clusters Score -4760642 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -4762301.500000 Penalty: 1027.293945
	Iteration 8Q: 3 clusters Score -4762302 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -4764278.500000 Penalty: 1027.293945
	Iteration 9Q: 3 clusters Score -4764278 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -4766803.000000 Penalty: 1027.293945
	Iteration 10F: 3 clusters Score -4766803 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -4769666.000000 Penalty: 1027.293945
	Iteration 11F: 3 clusters Score -4769666 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -4772337.500000 Penalty: 1027.293945
	Iteration 12F: 3 clusters Score -4772338 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -4774260.000000 Penalty: 1027.293945
	Iteration 13Q: 3 clusters Score -4774260 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -4775582.500000 Penalty: 1027.293945
	Iteration 14Q: 3 clusters Score -4775582 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -4776552.500000 Penalty: 1027.293945
	Iteration 15Q: 3 clusters Score -4776552 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -4777346.000000 Penalty: 1027.293945
	Iteration 16Q: 3 clusters Score -4777346 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -4777967.500000 Penalty: 1027.293945
	Iteration 17Q: 3 clusters Score -4777968 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -4778545.000000 Penalty: 1027.293945
	Iteration 18Q: 3 clusters Score -4778545 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -4779034.000000 Penalty: 1027.293945
	Iteration 19Q: 3 clusters Score -4779034 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -4779495.500000 Penalty: 1027.293945
	Iteration 20F: 3 clusters Score -4779496 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -4779943.500000 Penalty: 1027.293945
	Iteration 21Q: 3 clusters Score -4779944 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -4780352.500000 Penalty: 1027.293945
	Iteration 22Q: 3 clusters Score -4780352 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -4780769.500000 Penalty: 1027.293945
	Iteration 23Q: 3 clusters Score -4780770 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -4781315.500000 Penalty: 1027.293945
	Iteration 24Q: 3 clusters Score -4781316 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -4781909.500000 Penalty: 1027.293945
	Iteration 25Q: 3 clusters Score -4781910 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -4782392.500000 Penalty: 1027.293945
	Iteration 26Q: 3 clusters Score -4782392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -4782785.000000 Penalty: 1027.293945
	Iteration 27Q: 3 clusters Score -4782785 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -4783140.000000 Penalty: 1027.293945
	Iteration 28Q: 3 clusters Score -4783140 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -4783436.500000 Penalty: 1027.293945
	Iteration 29Q: 3 clusters Score -4783436 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -4783637.000000 Penalty: 1027.293945
	Iteration 30Q: 3 clusters Score -4783637 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -4783809.000000 Penalty: 1027.293945
	Iteration 31Q: 3 clusters Score -4783809 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -4783871.500000 Penalty: 1027.293945
	Iteration 32Q: 3 clusters Score -4783872 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -4783920.000000 Penalty: 1027.293945
	Iteration 33Q: 3 clusters Score -4783920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -4783943.000000 Penalty: 1027.293945
	Iteration 34Q: 3 clusters Score -4783943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -4783952.500000 Penalty: 1027.293945
	Iteration 35Q: 3 clusters Score -4783952 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -4783968.000000 Penalty: 1027.293945
	Iteration 36Q: 3 clusters Score -4783968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -4783987.000000 Penalty: 1027.293945
	Iteration 37Q: 3 clusters Score -4783987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -4783985.000000 Penalty: 1027.293945
	Iteration 38Q: 3 clusters Score -4783985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -4783990.000000 Penalty: 1027.293945
	Iteration 39Q: 3 clusters Score -4783990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -4783987.000000 Penalty: 1027.293945
	Iteration 40F: 3 clusters Score -4783987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -4783987.000000 Penalty: 1027.293945
	Iteration 41Q: 3 clusters Score -4783987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -4783991.500000 Penalty: 1027.293945
	Iteration 42Q: 3 clusters Score -4783992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -4783992.500000 Penalty: 1027.293945
	Iteration 43Q: 3 clusters Score -4783992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -4784003.000000 Penalty: 1027.293945
	Iteration 44Q: 3 clusters Score -4784003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -4784000.000000 Penalty: 1027.293945
	Iteration 45Q: 3 clusters Score -4784000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -4784002.500000 Penalty: 1027.293945
	Iteration 46Q: 3 clusters Score -4784002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -4784002.000000 Penalty: 1027.293945
	Iteration 47Q: 3 clusters Score -4784002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -4784007.500000 Penalty: 1027.293945
	Iteration 48Q: 3 clusters Score -4784008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4783996.500000 Penalty: 1027.293945
	Iteration 49Q: 3 clusters Score -4783996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -4783999.500000 Penalty: 1027.293945
	Iteration 50Q: 3 clusters Score -4784000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -4783997.000000 Penalty: 1027.293945
	Iteration 51Q: 3 clusters Score -4783997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -4783994.000000 Penalty: 1027.293945
	Iteration 52Q: 3 clusters Score -4783994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -4783998.500000 Penalty: 1027.293945
	Iteration 53Q: 3 clusters Score -4783998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -4783995.500000 Penalty: 1027.293945
	Iteration 54Q: 3 clusters Score -4783996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -4784000.500000 Penalty: 1027.293945
	Iteration 55Q: 3 clusters Score -4784000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -4783998.500000 Penalty: 1027.293945
	Iteration 56Q: 3 clusters Score -4783998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -4784000.000000 Penalty: 1027.293945
	Iteration 57Q: 3 clusters Score -4784000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -4783997.000000 Penalty: 1027.293945
	Iteration 58Q: 3 clusters Score -4783997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -4783999.500000 Penalty: 1027.293945
	Iteration 59Q: 3 clusters Score -4784000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -4783997.500000 Penalty: 1027.293945
	Iteration 60F: 3 clusters Score -4783998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -4784005.500000 Penalty: 1027.293945
	Iteration 61Q: 3 clusters Score -4784006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -4784004.000000 Penalty: 1027.293945
	Iteration 62Q: 3 clusters Score -4784004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -4784004.000000 Penalty: 1027.293945
	Iteration 63F: 3 clusters Score -4784004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Entering Unmasked Estep 
Score: -2071415.500000 Penalty: 471.689972
	Iteration 0F: 2 clusters Score -2071416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2050264.750000 Penalty: 943.379944
	Iteration 0F: 3 clusters Score -2050265 nChanged 15263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2059544.750000 Penalty: 943.379944
	Iteration 1F: 3 clusters Score -2059545 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2060079.000000 Penalty: 943.379944
	Iteration 2Q: 3 clusters Score -2060079 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2060934.500000 Penalty: 943.379944
	Iteration 3F: 3 clusters Score -2060934 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2062203.625000 Penalty: 943.379944
	Iteration 4F: 3 clusters Score -2062204 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2063824.875000 Penalty: 943.379944
	Iteration 5F: 3 clusters Score -2063825 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2065283.750000 Penalty: 943.379944
	Iteration 6F: 3 clusters Score -2065284 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2066107.750000 Penalty: 943.379944
	Iteration 7Q: 3 clusters Score -2066108 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2066522.750000 Penalty: 943.379944
	Iteration 8Q: 3 clusters Score -2066523 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2066794.125000 Penalty: 943.379944
	Iteration 9Q: 3 clusters Score -2066794 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2066991.875000 Penalty: 943.379944
	Iteration 10Q: 3 clusters Score -2066992 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2067129.375000 Penalty: 943.379944
	Iteration 11Q: 3 clusters Score -2067129 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2067256.250000 Penalty: 943.379944
	Iteration 12Q: 3 clusters Score -2067256 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2067350.250000 Penalty: 943.379944
	Iteration 13Q: 3 clusters Score -2067350 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2067442.000000 Penalty: 943.379944
	Iteration 14Q: 3 clusters Score -2067442 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2067530.750000 Penalty: 943.379944
	Iteration 15Q: 3 clusters Score -2067531 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2067603.625000 Penalty: 943.379944
	Iteration 16Q: 3 clusters Score -2067604 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2067676.500000 Penalty: 943.379944
	Iteration 17Q: 3 clusters Score -2067676 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2067736.625000 Penalty: 943.379944
	Iteration 18Q: 3 clusters Score -2067737 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2067834.875000 Penalty: 943.379944
	Iteration 19Q: 3 clusters Score -2067835 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2067909.625000 Penalty: 943.379944
	Iteration 20F: 3 clusters Score -2067910 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2067995.250000 Penalty: 943.379944
	Iteration 21Q: 3 clusters Score -2067995 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2068089.375000 Penalty: 943.379944
	Iteration 22Q: 3 clusters Score -2068089 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2068193.000000 Penalty: 943.379944
	Iteration 23Q: 3 clusters Score -2068193 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2068290.000000 Penalty: 943.379944
	Iteration 24Q: 3 clusters Score -2068290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2068378.000000 Penalty: 943.379944
	Iteration 25Q: 3 clusters Score -2068378 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2068483.750000 Penalty: 943.379944
	Iteration 26Q: 3 clusters Score -2068484 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2068595.500000 Penalty: 943.379944
	Iteration 27Q: 3 clusters Score -2068596 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2068694.000000 Penalty: 943.379944
	Iteration 28Q: 3 clusters Score -2068694 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2068797.500000 Penalty: 943.379944
	Iteration 29Q: 3 clusters Score -2068798 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2068895.000000 Penalty: 943.379944
	Iteration 30Q: 3 clusters Score -2068895 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2068977.125000 Penalty: 943.379944
	Iteration 31Q: 3 clusters Score -2068977 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2069090.000000 Penalty: 943.379944
	Iteration 32Q: 3 clusters Score -2069090 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2069215.125000 Penalty: 943.379944
	Iteration 33Q: 3 clusters Score -2069215 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2069354.000000 Penalty: 943.379944
	Iteration 34Q: 3 clusters Score -2069354 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2069492.875000 Penalty: 943.379944
	Iteration 35Q: 3 clusters Score -2069493 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2069652.875000 Penalty: 943.379944
	Iteration 36Q: 3 clusters Score -2069653 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2069811.125000 Penalty: 943.379944
	Iteration 37Q: 3 clusters Score -2069811 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2069979.750000 Penalty: 943.379944
	Iteration 38Q: 3 clusters Score -2069980 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2070154.250000 Penalty: 943.379944
	Iteration 39Q: 3 clusters Score -2070154 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2070321.750000 Penalty: 943.379944
	Iteration 40F: 3 clusters Score -2070322 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2070465.250000 Penalty: 943.379944
	Iteration 41Q: 3 clusters Score -2070465 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2070605.250000 Penalty: 943.379944
	Iteration 42Q: 3 clusters Score -2070605 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2070706.500000 Penalty: 943.379944
	Iteration 43Q: 3 clusters Score -2070706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2070770.375000 Penalty: 943.379944
	Iteration 44Q: 3 clusters Score -2070770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2070825.750000 Penalty: 943.379944
	Iteration 45Q: 3 clusters Score -2070826 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2070867.625000 Penalty: 943.379944
	Iteration 46Q: 3 clusters Score -2070868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2070905.625000 Penalty: 943.379944
	Iteration 47Q: 3 clusters Score -2070906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2070943.000000 Penalty: 943.379944
	Iteration 48Q: 3 clusters Score -2070943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2070983.250000 Penalty: 943.379944
	Iteration 49Q: 3 clusters Score -2070983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2071015.000000 Penalty: 943.379944
	Iteration 50Q: 3 clusters Score -2071015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2071029.125000 Penalty: 943.379944
	Iteration 51Q: 3 clusters Score -2071029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2071036.750000 Penalty: 943.379944
	Iteration 52Q: 3 clusters Score -2071037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2071045.250000 Penalty: 943.379944
	Iteration 53Q: 3 clusters Score -2071045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2071056.750000 Penalty: 943.379944
	Iteration 54Q: 3 clusters Score -2071057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2071069.000000 Penalty: 943.379944
	Iteration 55Q: 3 clusters Score -2071069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2071081.125000 Penalty: 943.379944
	Iteration 56Q: 3 clusters Score -2071081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2071091.750000 Penalty: 943.379944
	Iteration 57Q: 3 clusters Score -2071092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2071101.250000 Penalty: 943.379944
	Iteration 58Q: 3 clusters Score -2071101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2071102.875000 Penalty: 943.379944
	Iteration 59Q: 3 clusters Score -2071103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2071105.875000 Penalty: 943.379944
	Iteration 60F: 3 clusters Score -2071106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2071107.500000 Penalty: 943.379944
	Iteration 61Q: 3 clusters Score -2071108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2071108.125000 Penalty: 943.379944
	Iteration 62Q: 3 clusters Score -2071108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2071108.375000 Penalty: 943.379944
	Iteration 63Q: 3 clusters Score -2071108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2071109.875000 Penalty: 943.379944
	Iteration 64Q: 3 clusters Score -2071110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2071109.125000 Penalty: 943.379944
	Iteration 65Q: 3 clusters Score -2071109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2071110.125000 Penalty: 943.379944
	Iteration 66Q: 3 clusters Score -2071110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2071110.125000 Penalty: 943.379944
	Iteration 67F: 3 clusters Score -2071110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47503.105469 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47503.11 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47772.097656 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47772.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -47835.195312 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47835.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47880.277344 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47880.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47906.582031 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -47906.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47928.472656 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -47928.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47943.503906 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -47943.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47962.632812 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -47962.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47990.253906 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -47990.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48026.222656 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48026.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48078.570312 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48078.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48105.523438 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48105.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48133.148438 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48133.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48143.019531 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48143.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48146.414062 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48146.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48148.171875 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48148.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48151.960938 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -48151.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48154.214844 Penalty: 623.361511
	Iteration 17Q: 3 clusters Score -48154.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48154.433594 Penalty: 623.361511
	Iteration 18Q: 3 clusters Score -48154.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48154.433594 Penalty: 623.361511
	Iteration 19F: 3 clusters Score -48154.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -158749.593750 Penalty: 355.591919
	Iteration 0F: 2 clusters Score -158749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -156997.500000 Penalty: 711.183838
	Iteration 0F: 3 clusters Score -156997.5 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157654.468750 Penalty: 711.183838
	Iteration 1F: 3 clusters Score -157654.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -157794.843750 Penalty: 711.183838
	Iteration 2F: 3 clusters Score -157794.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -157897.828125 Penalty: 711.183838
	Iteration 3F: 3 clusters Score -157897.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -157998.765625 Penalty: 711.183838
	Iteration 4F: 3 clusters Score -157998.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -158088.984375 Penalty: 711.183838
	Iteration 5Q: 3 clusters Score -158089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -158167.281250 Penalty: 711.183838
	Iteration 6Q: 3 clusters Score -158167.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -158208.296875 Penalty: 711.183838
	Iteration 7Q: 3 clusters Score -158208.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -158227.734375 Penalty: 711.183838
	Iteration 8Q: 3 clusters Score -158227.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -158237.703125 Penalty: 711.183838
	Iteration 9Q: 3 clusters Score -158237.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -158251.281250 Penalty: 711.183838
	Iteration 10Q: 3 clusters Score -158251.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -158263.390625 Penalty: 711.183838
	Iteration 11Q: 3 clusters Score -158263.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -158271.750000 Penalty: 711.183838
	Iteration 12Q: 3 clusters Score -158271.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -158281.921875 Penalty: 711.183838
	Iteration 13Q: 3 clusters Score -158281.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -158292.171875 Penalty: 711.183838
	Iteration 14Q: 3 clusters Score -158292.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -158300.718750 Penalty: 711.183838
	Iteration 15Q: 3 clusters Score -158300.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -158310.843750 Penalty: 711.183838
	Iteration 16Q: 3 clusters Score -158310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -158318.328125 Penalty: 711.183838
	Iteration 17Q: 3 clusters Score -158318.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -158326.796875 Penalty: 711.183838
	Iteration 18Q: 3 clusters Score -158326.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -158333.484375 Penalty: 711.183838
	Iteration 19Q: 3 clusters Score -158333.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -158341.421875 Penalty: 711.183838
	Iteration 20F: 3 clusters Score -158341.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -158348.078125 Penalty: 711.183838
	Iteration 21Q: 3 clusters Score -158348.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -158355.234375 Penalty: 711.183838
	Iteration 22Q: 3 clusters Score -158355.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -158361.000000 Penalty: 711.183838
	Iteration 23Q: 3 clusters Score -158361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -158364.093750 Penalty: 711.183838
	Iteration 24Q: 3 clusters Score -158364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -158365.234375 Penalty: 711.183838
	Iteration 25Q: 3 clusters Score -158365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -158365.953125 Penalty: 711.183838
	Iteration 26Q: 3 clusters Score -158366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -158366.890625 Penalty: 711.183838
	Iteration 27Q: 3 clusters Score -158366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -158367.093750 Penalty: 711.183838
	Iteration 28Q: 3 clusters Score -158367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -158367.296875 Penalty: 711.183838
	Iteration 29Q: 3 clusters Score -158367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -158367.296875 Penalty: 711.183838
	Iteration 30F: 3 clusters Score -158367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -73812.890625 Penalty: 328.891663
	Iteration 0F: 2 clusters Score -73812.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72795.148438 Penalty: 657.783325
	Iteration 0F: 3 clusters Score -72795.15 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -73238.382812 Penalty: 657.783325
	Iteration 1F: 3 clusters Score -73238.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73341.968750 Penalty: 657.783325
	Iteration 2F: 3 clusters Score -73341.97 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -73414.304688 Penalty: 657.783325
	Iteration 3F: 3 clusters Score -73414.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73473.093750 Penalty: 657.783325
	Iteration 4F: 3 clusters Score -73473.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73523.140625 Penalty: 657.783325
	Iteration 5Q: 3 clusters Score -73523.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -73563.976562 Penalty: 657.783325
	Iteration 6Q: 3 clusters Score -73563.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73592.406250 Penalty: 657.783325
	Iteration 7Q: 3 clusters Score -73592.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73605.601562 Penalty: 657.783325
	Iteration 8Q: 3 clusters Score -73605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73611.656250 Penalty: 657.783325
	Iteration 9Q: 3 clusters Score -73611.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73616.898438 Penalty: 657.783325
	Iteration 10Q: 3 clusters Score -73616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73623.664062 Penalty: 657.783325
	Iteration 11Q: 3 clusters Score -73623.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73629.789062 Penalty: 657.783325
	Iteration 12Q: 3 clusters Score -73629.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73636.796875 Penalty: 657.783325
	Iteration 13Q: 3 clusters Score -73636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73640.468750 Penalty: 657.783325
	Iteration 14Q: 3 clusters Score -73640.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73642.289062 Penalty: 657.783325
	Iteration 15Q: 3 clusters Score -73642.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73643.539062 Penalty: 657.783325
	Iteration 16Q: 3 clusters Score -73643.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73644.343750 Penalty: 657.783325
	Iteration 17Q: 3 clusters Score -73644.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73645.125000 Penalty: 657.783325
	Iteration 18Q: 3 clusters Score -73645.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73645.695312 Penalty: 657.783325
	Iteration 19Q: 3 clusters Score -73645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73646.218750 Penalty: 657.783325
	Iteration 20F: 3 clusters Score -73646.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73646.539062 Penalty: 657.783325
	Iteration 21Q: 3 clusters Score -73646.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73646.539062 Penalty: 657.783325
	Iteration 22F: 3 clusters Score -73646.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -122351.921875 Penalty: 345.014587
	Iteration 0F: 2 clusters Score -122351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -120890.671875 Penalty: 690.029175
	Iteration 0F: 3 clusters Score -120890.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -121430.000000 Penalty: 690.029175
	Iteration 1F: 3 clusters Score -121430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -121526.562500 Penalty: 690.029175
	Iteration 2F: 3 clusters Score -121526.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -121606.601562 Penalty: 690.029175
	Iteration 3F: 3 clusters Score -121606.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -121676.914062 Penalty: 690.029175
	Iteration 4F: 3 clusters Score -121676.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -121734.203125 Penalty: 690.029175
	Iteration 5Q: 3 clusters Score -121734.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121789.617188 Penalty: 690.029175
	Iteration 6Q: 3 clusters Score -121789.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -121835.921875 Penalty: 690.029175
	Iteration 7Q: 3 clusters Score -121835.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -121861.375000 Penalty: 690.029175
	Iteration 8Q: 3 clusters Score -121861.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121878.914062 Penalty: 690.029175
	Iteration 9Q: 3 clusters Score -121878.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121896.195312 Penalty: 690.029175
	Iteration 10Q: 3 clusters Score -121896.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121915.937500 Penalty: 690.029175
	Iteration 11Q: 3 clusters Score -121915.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121934.226562 Penalty: 690.029175
	Iteration 12Q: 3 clusters Score -121934.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121953.406250 Penalty: 690.029175
	Iteration 13Q: 3 clusters Score -121953.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121972.945312 Penalty: 690.029175
	Iteration 14Q: 3 clusters Score -121972.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121991.343750 Penalty: 690.029175
	Iteration 15Q: 3 clusters Score -121991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -122007.250000 Penalty: 690.029175
	Iteration 16Q: 3 clusters Score -122007.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122024.484375 Penalty: 690.029175
	Iteration 17Q: 3 clusters Score -122024.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122044.070312 Penalty: 690.029175
	Iteration 18Q: 3 clusters Score -122044.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122058.140625 Penalty: 690.029175
	Iteration 19Q: 3 clusters Score -122058.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -122066.757812 Penalty: 690.029175
	Iteration 20F: 3 clusters Score -122066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122075.578125 Penalty: 690.029175
	Iteration 21Q: 3 clusters Score -122075.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122082.835938 Penalty: 690.029175
	Iteration 22Q: 3 clusters Score -122082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122089.109375 Penalty: 690.029175
	Iteration 23Q: 3 clusters Score -122089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -122093.273438 Penalty: 690.029175
	Iteration 24Q: 3 clusters Score -122093.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -122097.335938 Penalty: 690.029175
	Iteration 25Q: 3 clusters Score -122097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -122098.664062 Penalty: 690.029175
	Iteration 26Q: 3 clusters Score -122098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -122099.328125 Penalty: 690.029175
	Iteration 27Q: 3 clusters Score -122099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122099.546875 Penalty: 690.029175
	Iteration 28Q: 3 clusters Score -122099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122099.546875 Penalty: 690.029175
	Iteration 29F: 3 clusters Score -122099.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4815.579590 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4815.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4878.134277 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4878.134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4895.596191 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -4895.596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4899.692871 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4899.693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4899.692871 Penalty: 434.132324
	Iteration 4F: 3 clusters Score -4899.693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -27703.273438 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -27703.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27232.302734 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -27232.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27335.636719 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -27335.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27360.189453 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -27360.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27370.953125 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -27370.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27375.388672 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -27375.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27376.613281 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -27376.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27380.667969 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -27380.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27383.568359 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -27383.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27386.310547 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -27386.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27389.787109 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -27389.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27392.689453 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -27392.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27394.269531 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -27394.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27397.234375 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -27397.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27398.513672 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -27398.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27400.087891 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -27400.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27401.042969 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -27401.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27401.369141 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -27401.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27401.697266 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -27401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27402.537109 Penalty: 557.743591
	Iteration 18Q: 3 clusters Score -27402.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27402.753906 Penalty: 557.743591
	Iteration 19Q: 3 clusters Score -27402.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27402.753906 Penalty: 557.743591
	Iteration 20F: 3 clusters Score -27402.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Entering Unmasked Estep 
Score: -960627.875000 Penalty: 435.620667
	Iteration 0F: 2 clusters Score -960627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -951094.750000 Penalty: 871.241333
	Iteration 0F: 3 clusters Score -951094.8 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -954906.375000 Penalty: 871.241333
	Iteration 1F: 3 clusters Score -954906.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -955071.437500 Penalty: 871.241333
	Iteration 2Q: 3 clusters Score -955071.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -955240.062500 Penalty: 871.241333
	Iteration 3Q: 3 clusters Score -955240.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -955455.875000 Penalty: 871.241333
	Iteration 4Q: 3 clusters Score -955455.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -955769.125000 Penalty: 871.241333
	Iteration 5Q: 3 clusters Score -955769.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -956263.000000 Penalty: 871.241333
	Iteration 6F: 3 clusters Score -956263 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -957029.500000 Penalty: 871.241333
	Iteration 7F: 3 clusters Score -957029.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -957875.125000 Penalty: 871.241333
	Iteration 8F: 3 clusters Score -957875.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -958478.125000 Penalty: 871.241333
	Iteration 9Q: 3 clusters Score -958478.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -958774.187500 Penalty: 871.241333
	Iteration 10Q: 3 clusters Score -958774.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -958927.937500 Penalty: 871.241333
	Iteration 11Q: 3 clusters Score -958927.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -959035.062500 Penalty: 871.241333
	Iteration 12Q: 3 clusters Score -959035.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -959109.875000 Penalty: 871.241333
	Iteration 13Q: 3 clusters Score -959109.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -959176.812500 Penalty: 871.241333
	Iteration 14Q: 3 clusters Score -959176.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -959250.125000 Penalty: 871.241333
	Iteration 15Q: 3 clusters Score -959250.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -959327.250000 Penalty: 871.241333
	Iteration 16Q: 3 clusters Score -959327.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -959393.812500 Penalty: 871.241333
	Iteration 17Q: 3 clusters Score -959393.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -959454.312500 Penalty: 871.241333
	Iteration 18Q: 3 clusters Score -959454.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -959516.500000 Penalty: 871.241333
	Iteration 19Q: 3 clusters Score -959516.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -959570.937500 Penalty: 871.241333
	Iteration 20F: 3 clusters Score -959570.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -959629.750000 Penalty: 871.241333
	Iteration 21Q: 3 clusters Score -959629.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -959688.937500 Penalty: 871.241333
	Iteration 22Q: 3 clusters Score -959688.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -959759.562500 Penalty: 871.241333
	Iteration 23Q: 3 clusters Score -959759.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -959817.812500 Penalty: 871.241333
	Iteration 24Q: 3 clusters Score -959817.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -959874.187500 Penalty: 871.241333
	Iteration 25Q: 3 clusters Score -959874.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -959931.562500 Penalty: 871.241333
	Iteration 26Q: 3 clusters Score -959931.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -959983.187500 Penalty: 871.241333
	Iteration 27Q: 3 clusters Score -959983.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -960023.625000 Penalty: 871.241333
	Iteration 28Q: 3 clusters Score -960023.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -960053.312500 Penalty: 871.241333
	Iteration 29Q: 3 clusters Score -960053.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -960078.437500 Penalty: 871.241333
	Iteration 30Q: 3 clusters Score -960078.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -960100.562500 Penalty: 871.241333
	Iteration 31Q: 3 clusters Score -960100.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -960121.687500 Penalty: 871.241333
	Iteration 32Q: 3 clusters Score -960121.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -960134.875000 Penalty: 871.241333
	Iteration 33Q: 3 clusters Score -960134.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -960144.937500 Penalty: 871.241333
	Iteration 34Q: 3 clusters Score -960144.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -960155.437500 Penalty: 871.241333
	Iteration 35Q: 3 clusters Score -960155.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -960168.875000 Penalty: 871.241333
	Iteration 36Q: 3 clusters Score -960168.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -960177.500000 Penalty: 871.241333
	Iteration 37Q: 3 clusters Score -960177.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -960189.125000 Penalty: 871.241333
	Iteration 38Q: 3 clusters Score -960189.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -960194.937500 Penalty: 871.241333
	Iteration 39Q: 3 clusters Score -960194.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -960204.500000 Penalty: 871.241333
	Iteration 40F: 3 clusters Score -960204.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -960206.437500 Penalty: 871.241333
	Iteration 41Q: 3 clusters Score -960206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -960211.062500 Penalty: 871.241333
	Iteration 42Q: 3 clusters Score -960211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -960216.250000 Penalty: 871.241333
	Iteration 43Q: 3 clusters Score -960216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -960218.562500 Penalty: 871.241333
	Iteration 44Q: 3 clusters Score -960218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -960220.000000 Penalty: 871.241333
	Iteration 45Q: 3 clusters Score -960220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -960220.312500 Penalty: 871.241333
	Iteration 46Q: 3 clusters Score -960220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -960221.500000 Penalty: 871.241333
	Iteration 47Q: 3 clusters Score -960221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -960221.937500 Penalty: 871.241333
	Iteration 48Q: 3 clusters Score -960221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -960222.187500 Penalty: 871.241333
	Iteration 49Q: 3 clusters Score -960222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -960222.875000 Penalty: 871.241333
	Iteration 50Q: 3 clusters Score -960222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -960224.437500 Penalty: 871.241333
	Iteration 51Q: 3 clusters Score -960224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -960223.875000 Penalty: 871.241333
	Iteration 52Q: 3 clusters Score -960223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -960223.875000 Penalty: 871.241333
	Iteration 53F: 3 clusters Score -960223.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Entering Unmasked Estep 
Score: -3361173.250000 Penalty: 493.745453
	Iteration 0F: 2 clusters Score -3361173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3327622.750000 Penalty: 987.490906
	Iteration 0F: 3 clusters Score -3327623 nChanged 25194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3343205.250000 Penalty: 987.490906
	Iteration 1F: 3 clusters Score -3343205 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3344162.000000 Penalty: 987.490906
	Iteration 2F: 3 clusters Score -3344162 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3345362.750000 Penalty: 987.490906
	Iteration 3F: 3 clusters Score -3345363 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3346887.250000 Penalty: 987.490906
	Iteration 4F: 3 clusters Score -3346887 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3348895.750000 Penalty: 987.490906
	Iteration 5F: 3 clusters Score -3348896 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3351532.500000 Penalty: 987.490906
	Iteration 6F: 3 clusters Score -3351532 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3353803.500000 Penalty: 987.490906
	Iteration 7F: 3 clusters Score -3353804 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3354796.250000 Penalty: 987.490906
	Iteration 8Q: 3 clusters Score -3354796 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3355080.000000 Penalty: 987.490906
	Iteration 9Q: 3 clusters Score -3355080 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3355198.000000 Penalty: 987.490906
	Iteration 10Q: 3 clusters Score -3355198 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3355230.250000 Penalty: 987.490906
	Iteration 11Q: 3 clusters Score -3355230 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3355259.250000 Penalty: 987.490906
	Iteration 12Q: 3 clusters Score -3355259 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3355267.500000 Penalty: 987.490906
	Iteration 13Q: 3 clusters Score -3355268 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3355270.500000 Penalty: 987.490906
	Iteration 14Q: 3 clusters Score -3355270 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3355272.750000 Penalty: 987.490906
	Iteration 15Q: 3 clusters Score -3355273 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3355307.750000 Penalty: 987.490906
	Iteration 16Q: 3 clusters Score -3355308 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3355330.250000 Penalty: 987.490906
	Iteration 17Q: 3 clusters Score -3355330 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3355418.500000 Penalty: 987.490906
	Iteration 18Q: 3 clusters Score -3355418 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3355584.250000 Penalty: 987.490906
	Iteration 19Q: 3 clusters Score -3355584 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3355837.500000 Penalty: 987.490906
	Iteration 20F: 3 clusters Score -3355838 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3356054.750000 Penalty: 987.490906
	Iteration 21Q: 3 clusters Score -3356055 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3356279.750000 Penalty: 987.490906
	Iteration 22Q: 3 clusters Score -3356280 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3356452.750000 Penalty: 987.490906
	Iteration 23Q: 3 clusters Score -3356453 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3356629.250000 Penalty: 987.490906
	Iteration 24Q: 3 clusters Score -3356629 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3356785.250000 Penalty: 987.490906
	Iteration 25Q: 3 clusters Score -3356785 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3356846.250000 Penalty: 987.490906
	Iteration 26Q: 3 clusters Score -3356846 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3356922.500000 Penalty: 987.490906
	Iteration 27Q: 3 clusters Score -3356922 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3356998.250000 Penalty: 987.490906
	Iteration 28Q: 3 clusters Score -3356998 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3357050.000000 Penalty: 987.490906
	Iteration 29Q: 3 clusters Score -3357050 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3357107.750000 Penalty: 987.490906
	Iteration 30Q: 3 clusters Score -3357108 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3357117.250000 Penalty: 987.490906
	Iteration 31Q: 3 clusters Score -3357117 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3357160.250000 Penalty: 987.490906
	Iteration 32Q: 3 clusters Score -3357160 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3357177.000000 Penalty: 987.490906
	Iteration 33Q: 3 clusters Score -3357177 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3357196.750000 Penalty: 987.490906
	Iteration 34Q: 3 clusters Score -3357197 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3357233.750000 Penalty: 987.490906
	Iteration 35Q: 3 clusters Score -3357234 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3357288.000000 Penalty: 987.490906
	Iteration 36Q: 3 clusters Score -3357288 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3357317.250000 Penalty: 987.490906
	Iteration 37Q: 3 clusters Score -3357317 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3357368.750000 Penalty: 987.490906
	Iteration 38Q: 3 clusters Score -3357369 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3357489.500000 Penalty: 987.490906
	Iteration 39Q: 3 clusters Score -3357490 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3357657.500000 Penalty: 987.490906
	Iteration 40F: 3 clusters Score -3357658 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3357842.750000 Penalty: 987.490906
	Iteration 41Q: 3 clusters Score -3357843 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3358074.250000 Penalty: 987.490906
	Iteration 42Q: 3 clusters Score -3358074 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3358224.000000 Penalty: 987.490906
	Iteration 43Q: 3 clusters Score -3358224 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3358405.000000 Penalty: 987.490906
	Iteration 44Q: 3 clusters Score -3358405 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3358607.000000 Penalty: 987.490906
	Iteration 45Q: 3 clusters Score -3358607 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3358805.250000 Penalty: 987.490906
	Iteration 46Q: 3 clusters Score -3358805 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3359041.750000 Penalty: 987.490906
	Iteration 47Q: 3 clusters Score -3359042 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3359271.250000 Penalty: 987.490906
	Iteration 48Q: 3 clusters Score -3359271 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3359479.000000 Penalty: 987.490906
	Iteration 49Q: 3 clusters Score -3359479 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3359718.750000 Penalty: 987.490906
	Iteration 50Q: 3 clusters Score -3359719 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3359903.000000 Penalty: 987.490906
	Iteration 51Q: 3 clusters Score -3359903 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3360095.750000 Penalty: 987.490906
	Iteration 52Q: 3 clusters Score -3360096 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3360262.500000 Penalty: 987.490906
	Iteration 53Q: 3 clusters Score -3360262 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3360405.750000 Penalty: 987.490906
	Iteration 54Q: 3 clusters Score -3360406 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3360501.750000 Penalty: 987.490906
	Iteration 55Q: 3 clusters Score -3360502 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3360586.000000 Penalty: 987.490906
	Iteration 56Q: 3 clusters Score -3360586 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3360658.500000 Penalty: 987.490906
	Iteration 57Q: 3 clusters Score -3360658 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3360707.000000 Penalty: 987.490906
	Iteration 58Q: 3 clusters Score -3360707 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3360731.250000 Penalty: 987.490906
	Iteration 59Q: 3 clusters Score -3360731 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3360774.750000 Penalty: 987.490906
	Iteration 60F: 3 clusters Score -3360775 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3360784.750000 Penalty: 987.490906
	Iteration 61Q: 3 clusters Score -3360785 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3360811.750000 Penalty: 987.490906
	Iteration 62Q: 3 clusters Score -3360812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3360810.500000 Penalty: 987.490906
	Iteration 63Q: 3 clusters Score -3360810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3360796.750000 Penalty: 987.490906
	Iteration 64Q: 3 clusters Score -3360797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3360781.000000 Penalty: 987.490906
	Iteration 65Q: 3 clusters Score -3360781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3360761.750000 Penalty: 987.490906
	Iteration 66Q: 3 clusters Score -3360762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3360755.500000 Penalty: 987.490906
	Iteration 67Q: 3 clusters Score -3360756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3360761.500000 Penalty: 987.490906
	Iteration 68Q: 3 clusters Score -3360762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3360762.750000 Penalty: 987.490906
	Iteration 69Q: 3 clusters Score -3360763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3360772.750000 Penalty: 987.490906
	Iteration 70Q: 3 clusters Score -3360773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3360779.250000 Penalty: 987.490906
	Iteration 71Q: 3 clusters Score -3360779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3360792.750000 Penalty: 987.490906
	Iteration 72Q: 3 clusters Score -3360793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3360796.250000 Penalty: 987.490906
	Iteration 73Q: 3 clusters Score -3360796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3360801.250000 Penalty: 987.490906
	Iteration 74Q: 3 clusters Score -3360801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3360812.250000 Penalty: 987.490906
	Iteration 75Q: 3 clusters Score -3360812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3360826.750000 Penalty: 987.490906
	Iteration 76Q: 3 clusters Score -3360827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3360844.750000 Penalty: 987.490906
	Iteration 77Q: 3 clusters Score -3360845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3360853.250000 Penalty: 987.490906
	Iteration 78Q: 3 clusters Score -3360853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3360851.750000 Penalty: 987.490906
	Iteration 79Q: 3 clusters Score -3360852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3360852.750000 Penalty: 987.490906
	Iteration 80F: 3 clusters Score -3360853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3360857.000000 Penalty: 987.490906
	Iteration 81Q: 3 clusters Score -3360857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3360861.500000 Penalty: 987.490906
	Iteration 82Q: 3 clusters Score -3360862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3360864.250000 Penalty: 987.490906
	Iteration 83Q: 3 clusters Score -3360864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3360875.750000 Penalty: 987.490906
	Iteration 84Q: 3 clusters Score -3360876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3360876.000000 Penalty: 987.490906
	Iteration 85Q: 3 clusters Score -3360876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3360869.750000 Penalty: 987.490906
	Iteration 86Q: 3 clusters Score -3360870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3360880.000000 Penalty: 987.490906
	Iteration 87Q: 3 clusters Score -3360880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3360886.000000 Penalty: 987.490906
	Iteration 88Q: 3 clusters Score -3360886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3360882.750000 Penalty: 987.490906
	Iteration 89Q: 3 clusters Score -3360883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3360879.750000 Penalty: 987.490906
	Iteration 90Q: 3 clusters Score -3360880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3360878.750000 Penalty: 987.490906
	Iteration 91Q: 3 clusters Score -3360879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3360878.500000 Penalty: 987.490906
	Iteration 92Q: 3 clusters Score -3360878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3360884.250000 Penalty: 987.490906
	Iteration 93Q: 3 clusters Score -3360884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3360884.750000 Penalty: 987.490906
	Iteration 94Q: 3 clusters Score -3360885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3360886.500000 Penalty: 987.490906
	Iteration 95Q: 3 clusters Score -3360886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3360891.500000 Penalty: 987.490906
	Iteration 96Q: 3 clusters Score -3360892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3360895.750000 Penalty: 987.490906
	Iteration 97Q: 3 clusters Score -3360896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3360897.250000 Penalty: 987.490906
	Iteration 98Q: 3 clusters Score -3360897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3360900.250000 Penalty: 987.490906
	Iteration 99Q: 3 clusters Score -3360900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3360902.500000 Penalty: 987.490906
	Iteration 100F: 3 clusters Score -3360902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3360902.750000 Penalty: 987.490906
	Iteration 101Q: 3 clusters Score -3360903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3360904.250000 Penalty: 987.490906
	Iteration 102Q: 3 clusters Score -3360904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3360910.250000 Penalty: 987.490906
	Iteration 103Q: 3 clusters Score -3360910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3360915.000000 Penalty: 987.490906
	Iteration 104Q: 3 clusters Score -3360915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3360912.250000 Penalty: 987.490906
	Iteration 105Q: 3 clusters Score -3360912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3360914.500000 Penalty: 987.490906
	Iteration 106Q: 3 clusters Score -3360914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3360914.500000 Penalty: 987.490906
	Iteration 107Q: 3 clusters Score -3360914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3360916.000000 Penalty: 987.490906
	Iteration 108Q: 3 clusters Score -3360916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3360916.750000 Penalty: 987.490906
	Iteration 109Q: 3 clusters Score -3360917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3360917.750000 Penalty: 987.490906
	Iteration 110Q: 3 clusters Score -3360918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3360918.250000 Penalty: 987.490906
	Iteration 111Q: 3 clusters Score -3360918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3360918.500000 Penalty: 987.490906
	Iteration 112Q: 3 clusters Score -3360918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3360918.500000 Penalty: 987.490906
	Iteration 113F: 3 clusters Score -3360918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -670508.812500 Penalty: 421.901672
	Iteration 0F: 2 clusters Score -670508.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -663374.187500 Penalty: 843.803345
	Iteration 0F: 3 clusters Score -663374.2 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -666094.312500 Penalty: 843.803345
	Iteration 1F: 3 clusters Score -666094.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -666269.187500 Penalty: 843.803345
	Iteration 2F: 3 clusters Score -666269.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -666457.625000 Penalty: 843.803345
	Iteration 3Q: 3 clusters Score -666457.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -666681.250000 Penalty: 843.803345
	Iteration 4Q: 3 clusters Score -666681.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -666968.000000 Penalty: 843.803345
	Iteration 5F: 3 clusters Score -666968 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -667323.875000 Penalty: 843.803345
	Iteration 6F: 3 clusters Score -667323.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -667758.812500 Penalty: 843.803345
	Iteration 7F: 3 clusters Score -667758.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -668229.750000 Penalty: 843.803345
	Iteration 8F: 3 clusters Score -668229.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -668662.562500 Penalty: 843.803345
	Iteration 9Q: 3 clusters Score -668662.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -669013.625000 Penalty: 843.803345
	Iteration 10Q: 3 clusters Score -669013.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -669274.125000 Penalty: 843.803345
	Iteration 11Q: 3 clusters Score -669274.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -669488.125000 Penalty: 843.803345
	Iteration 12Q: 3 clusters Score -669488.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -669615.625000 Penalty: 843.803345
	Iteration 13Q: 3 clusters Score -669615.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -669710.125000 Penalty: 843.803345
	Iteration 14Q: 3 clusters Score -669710.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -669802.375000 Penalty: 843.803345
	Iteration 15Q: 3 clusters Score -669802.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -669889.312500 Penalty: 843.803345
	Iteration 16Q: 3 clusters Score -669889.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -669965.437500 Penalty: 843.803345
	Iteration 17Q: 3 clusters Score -669965.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -670010.750000 Penalty: 843.803345
	Iteration 18Q: 3 clusters Score -670010.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -670039.187500 Penalty: 843.803345
	Iteration 19Q: 3 clusters Score -670039.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -670056.625000 Penalty: 843.803345
	Iteration 20F: 3 clusters Score -670056.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -670074.000000 Penalty: 843.803345
	Iteration 21Q: 3 clusters Score -670074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -670087.875000 Penalty: 843.803345
	Iteration 22Q: 3 clusters Score -670087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -670094.687500 Penalty: 843.803345
	Iteration 23Q: 3 clusters Score -670094.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -670098.312500 Penalty: 843.803345
	Iteration 24Q: 3 clusters Score -670098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -670099.750000 Penalty: 843.803345
	Iteration 25Q: 3 clusters Score -670099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -670100.937500 Penalty: 843.803345
	Iteration 26Q: 3 clusters Score -670100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -670103.312500 Penalty: 843.803345
	Iteration 27Q: 3 clusters Score -670103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -670109.250000 Penalty: 843.803345
	Iteration 28Q: 3 clusters Score -670109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -670111.937500 Penalty: 843.803345
	Iteration 29Q: 3 clusters Score -670111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -670115.750000 Penalty: 843.803345
	Iteration 30Q: 3 clusters Score -670115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -670119.437500 Penalty: 843.803345
	Iteration 31Q: 3 clusters Score -670119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -670123.125000 Penalty: 843.803345
	Iteration 32Q: 3 clusters Score -670123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -670129.750000 Penalty: 843.803345
	Iteration 33Q: 3 clusters Score -670129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -670132.937500 Penalty: 843.803345
	Iteration 34Q: 3 clusters Score -670132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -670138.375000 Penalty: 843.803345
	Iteration 35Q: 3 clusters Score -670138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -670144.750000 Penalty: 843.803345
	Iteration 36Q: 3 clusters Score -670144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -670147.375000 Penalty: 843.803345
	Iteration 37Q: 3 clusters Score -670147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -670149.312500 Penalty: 843.803345
	Iteration 38Q: 3 clusters Score -670149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -670153.500000 Penalty: 843.803345
	Iteration 39Q: 3 clusters Score -670153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -670156.875000 Penalty: 843.803345
	Iteration 40F: 3 clusters Score -670156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -670159.187500 Penalty: 843.803345
	Iteration 41Q: 3 clusters Score -670159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -670161.187500 Penalty: 843.803345
	Iteration 42Q: 3 clusters Score -670161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -670161.187500 Penalty: 843.803345
	Iteration 43F: 3 clusters Score -670161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1778.821533 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1778.822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1822.221313 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1822.221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1840.159424 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1840.159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1868.072388 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1868.072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -93089.000000 Penalty: 335.688019
	Iteration 0F: 2 clusters Score -93089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -91869.492188 Penalty: 671.376038
	Iteration 0F: 3 clusters Score -91869.49 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -92229.554688 Penalty: 671.376038
	Iteration 1F: 3 clusters Score -92229.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -92327.945312 Penalty: 671.376038
	Iteration 2F: 3 clusters Score -92327.95 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92434.117188 Penalty: 671.376038
	Iteration 3F: 3 clusters Score -92434.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -92519.492188 Penalty: 671.376038
	Iteration 4F: 3 clusters Score -92519.49 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -92582.218750 Penalty: 671.376038
	Iteration 5F: 3 clusters Score -92582.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -92639.843750 Penalty: 671.376038
	Iteration 6Q: 3 clusters Score -92639.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -92692.429688 Penalty: 671.376038
	Iteration 7Q: 3 clusters Score -92692.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -92723.757812 Penalty: 671.376038
	Iteration 8Q: 3 clusters Score -92723.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -92737.820312 Penalty: 671.376038
	Iteration 9Q: 3 clusters Score -92737.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -92748.171875 Penalty: 671.376038
	Iteration 10Q: 3 clusters Score -92748.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -92753.679688 Penalty: 671.376038
	Iteration 11Q: 3 clusters Score -92753.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -92755.695312 Penalty: 671.376038
	Iteration 12Q: 3 clusters Score -92755.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -92758.343750 Penalty: 671.376038
	Iteration 13Q: 3 clusters Score -92758.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -92760.945312 Penalty: 671.376038
	Iteration 14Q: 3 clusters Score -92760.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -92763.140625 Penalty: 671.376038
	Iteration 15Q: 3 clusters Score -92763.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -92764.312500 Penalty: 671.376038
	Iteration 16Q: 3 clusters Score -92764.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -92765.726562 Penalty: 671.376038
	Iteration 17Q: 3 clusters Score -92765.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -92768.492188 Penalty: 671.376038
	Iteration 18Q: 3 clusters Score -92768.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -92772.351562 Penalty: 671.376038
	Iteration 19Q: 3 clusters Score -92772.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -92776.203125 Penalty: 671.376038
	Iteration 20F: 3 clusters Score -92776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -92779.382812 Penalty: 671.376038
	Iteration 21Q: 3 clusters Score -92779.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -92782.929688 Penalty: 671.376038
	Iteration 22Q: 3 clusters Score -92782.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -92788.015625 Penalty: 671.376038
	Iteration 23Q: 3 clusters Score -92788.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -92791.601562 Penalty: 671.376038
	Iteration 24Q: 3 clusters Score -92791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -92795.570312 Penalty: 671.376038
	Iteration 25Q: 3 clusters Score -92795.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -92799.750000 Penalty: 671.376038
	Iteration 26Q: 3 clusters Score -92799.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -92802.531250 Penalty: 671.376038
	Iteration 27Q: 3 clusters Score -92802.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -92805.320312 Penalty: 671.376038
	Iteration 28Q: 3 clusters Score -92805.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -92807.523438 Penalty: 671.376038
	Iteration 29Q: 3 clusters Score -92807.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -92808.875000 Penalty: 671.376038
	Iteration 30Q: 3 clusters Score -92808.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -92810.648438 Penalty: 671.376038
	Iteration 31Q: 3 clusters Score -92810.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -92811.234375 Penalty: 671.376038
	Iteration 32Q: 3 clusters Score -92811.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -92811.992188 Penalty: 671.376038
	Iteration 33Q: 3 clusters Score -92811.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -92811.992188 Penalty: 671.376038
	Iteration 34F: 3 clusters Score -92811.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -241559.500000 Penalty: 372.610626
	Iteration 0F: 2 clusters Score -241559.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -239050.406250 Penalty: 745.221252
	Iteration 0F: 3 clusters Score -239050.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -239914.828125 Penalty: 745.221252
	Iteration 1F: 3 clusters Score -239914.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -240002.781250 Penalty: 745.221252
	Iteration 2F: 3 clusters Score -240002.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -240087.609375 Penalty: 745.221252
	Iteration 3F: 3 clusters Score -240087.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -240193.703125 Penalty: 745.221252
	Iteration 4Q: 3 clusters Score -240193.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -240329.906250 Penalty: 745.221252
	Iteration 5Q: 3 clusters Score -240329.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -240496.218750 Penalty: 745.221252
	Iteration 6F: 3 clusters Score -240496.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -240640.171875 Penalty: 745.221252
	Iteration 7F: 3 clusters Score -240640.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -240770.671875 Penalty: 745.221252
	Iteration 8Q: 3 clusters Score -240770.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -240905.921875 Penalty: 745.221252
	Iteration 9Q: 3 clusters Score -240905.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -240989.781250 Penalty: 745.221252
	Iteration 10Q: 3 clusters Score -240989.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -241053.078125 Penalty: 745.221252
	Iteration 11Q: 3 clusters Score -241053.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -241098.578125 Penalty: 745.221252
	Iteration 12Q: 3 clusters Score -241098.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -241121.562500 Penalty: 745.221252
	Iteration 13Q: 3 clusters Score -241121.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -241132.343750 Penalty: 745.221252
	Iteration 14Q: 3 clusters Score -241132.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -241142.296875 Penalty: 745.221252
	Iteration 15Q: 3 clusters Score -241142.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -241150.187500 Penalty: 745.221252
	Iteration 16Q: 3 clusters Score -241150.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -241158.890625 Penalty: 745.221252
	Iteration 17Q: 3 clusters Score -241158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -241167.796875 Penalty: 745.221252
	Iteration 18Q: 3 clusters Score -241167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -241173.890625 Penalty: 745.221252
	Iteration 19Q: 3 clusters Score -241173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -241177.734375 Penalty: 745.221252
	Iteration 20F: 3 clusters Score -241177.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -241180.343750 Penalty: 745.221252
	Iteration 21Q: 3 clusters Score -241180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -241182.218750 Penalty: 745.221252
	Iteration 22Q: 3 clusters Score -241182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -241184.468750 Penalty: 745.221252
	Iteration 23Q: 3 clusters Score -241184.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -241185.921875 Penalty: 745.221252
	Iteration 24Q: 3 clusters Score -241185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -241186.406250 Penalty: 745.221252
	Iteration 25Q: 3 clusters Score -241186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -241186.984375 Penalty: 745.221252
	Iteration 26Q: 3 clusters Score -241187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -241186.984375 Penalty: 745.221252
	Iteration 27F: 3 clusters Score -241187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Entering Unmasked Estep 
Score: -1618458.125000 Penalty: 460.240051
	Iteration 0F: 2 clusters Score -1618458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1602042.875000 Penalty: 920.480103
	Iteration 0F: 3 clusters Score -1602043 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1608959.125000 Penalty: 920.480103
	Iteration 1F: 3 clusters Score -1608959 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1609540.750000 Penalty: 920.480103
	Iteration 2Q: 3 clusters Score -1609541 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1610435.250000 Penalty: 920.480103
	Iteration 3F: 3 clusters Score -1610435 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1611820.625000 Penalty: 920.480103
	Iteration 4F: 3 clusters Score -1611821 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1613531.000000 Penalty: 920.480103
	Iteration 5F: 3 clusters Score -1613531 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1615181.500000 Penalty: 920.480103
	Iteration 6F: 3 clusters Score -1615182 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1616181.625000 Penalty: 920.480103
	Iteration 7F: 3 clusters Score -1616182 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1616629.875000 Penalty: 920.480103
	Iteration 8Q: 3 clusters Score -1616630 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1616866.250000 Penalty: 920.480103
	Iteration 9Q: 3 clusters Score -1616866 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1617035.750000 Penalty: 920.480103
	Iteration 10Q: 3 clusters Score -1617036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1617152.625000 Penalty: 920.480103
	Iteration 11Q: 3 clusters Score -1617153 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1617226.125000 Penalty: 920.480103
	Iteration 12Q: 3 clusters Score -1617226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1617287.250000 Penalty: 920.480103
	Iteration 13Q: 3 clusters Score -1617287 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1617322.125000 Penalty: 920.480103
	Iteration 14Q: 3 clusters Score -1617322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1617335.375000 Penalty: 920.480103
	Iteration 15Q: 3 clusters Score -1617335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1617353.500000 Penalty: 920.480103
	Iteration 16Q: 3 clusters Score -1617354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1617364.000000 Penalty: 920.480103
	Iteration 17Q: 3 clusters Score -1617364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1617367.750000 Penalty: 920.480103
	Iteration 18Q: 3 clusters Score -1617368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1617381.375000 Penalty: 920.480103
	Iteration 19Q: 3 clusters Score -1617381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1617388.250000 Penalty: 920.480103
	Iteration 20F: 3 clusters Score -1617388 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1617399.125000 Penalty: 920.480103
	Iteration 21Q: 3 clusters Score -1617399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1617408.375000 Penalty: 920.480103
	Iteration 22Q: 3 clusters Score -1617408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1617422.875000 Penalty: 920.480103
	Iteration 23Q: 3 clusters Score -1617423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1617423.250000 Penalty: 920.480103
	Iteration 24Q: 3 clusters Score -1617423 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1617437.875000 Penalty: 920.480103
	Iteration 25Q: 3 clusters Score -1617438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1617442.500000 Penalty: 920.480103
	Iteration 26Q: 3 clusters Score -1617442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1617451.875000 Penalty: 920.480103
	Iteration 27Q: 3 clusters Score -1617452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1617454.125000 Penalty: 920.480103
	Iteration 28Q: 3 clusters Score -1617454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1617462.375000 Penalty: 920.480103
	Iteration 29Q: 3 clusters Score -1617462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1617473.250000 Penalty: 920.480103
	Iteration 30Q: 3 clusters Score -1617473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1617481.875000 Penalty: 920.480103
	Iteration 31Q: 3 clusters Score -1617482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1617490.375000 Penalty: 920.480103
	Iteration 32Q: 3 clusters Score -1617490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1617495.375000 Penalty: 920.480103
	Iteration 33Q: 3 clusters Score -1617495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1617511.125000 Penalty: 920.480103
	Iteration 34Q: 3 clusters Score -1617511 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1617527.000000 Penalty: 920.480103
	Iteration 35Q: 3 clusters Score -1617527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1617537.375000 Penalty: 920.480103
	Iteration 36Q: 3 clusters Score -1617537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1617542.000000 Penalty: 920.480103
	Iteration 37Q: 3 clusters Score -1617542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1617549.375000 Penalty: 920.480103
	Iteration 38Q: 3 clusters Score -1617549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1617559.625000 Penalty: 920.480103
	Iteration 39Q: 3 clusters Score -1617560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1617572.000000 Penalty: 920.480103
	Iteration 40F: 3 clusters Score -1617572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1617586.250000 Penalty: 920.480103
	Iteration 41Q: 3 clusters Score -1617586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1617595.250000 Penalty: 920.480103
	Iteration 42Q: 3 clusters Score -1617595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1617606.250000 Penalty: 920.480103
	Iteration 43Q: 3 clusters Score -1617606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1617616.250000 Penalty: 920.480103
	Iteration 44Q: 3 clusters Score -1617616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1617622.750000 Penalty: 920.480103
	Iteration 45Q: 3 clusters Score -1617623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1617631.875000 Penalty: 920.480103
	Iteration 46Q: 3 clusters Score -1617632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1617635.875000 Penalty: 920.480103
	Iteration 47Q: 3 clusters Score -1617636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1617645.000000 Penalty: 920.480103
	Iteration 48Q: 3 clusters Score -1617645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1617644.625000 Penalty: 920.480103
	Iteration 49Q: 3 clusters Score -1617645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1617646.750000 Penalty: 920.480103
	Iteration 50Q: 3 clusters Score -1617647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1617667.000000 Penalty: 920.480103
	Iteration 51Q: 3 clusters Score -1617667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1617668.875000 Penalty: 920.480103
	Iteration 52Q: 3 clusters Score -1617669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1617672.375000 Penalty: 920.480103
	Iteration 53Q: 3 clusters Score -1617672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1617676.875000 Penalty: 920.480103
	Iteration 54Q: 3 clusters Score -1617677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1617675.750000 Penalty: 920.480103
	Iteration 55Q: 3 clusters Score -1617676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1617682.375000 Penalty: 920.480103
	Iteration 56Q: 3 clusters Score -1617682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1617684.375000 Penalty: 920.480103
	Iteration 57Q: 3 clusters Score -1617684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1617690.500000 Penalty: 920.480103
	Iteration 58Q: 3 clusters Score -1617690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1617695.500000 Penalty: 920.480103
	Iteration 59Q: 3 clusters Score -1617696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1617700.750000 Penalty: 920.480103
	Iteration 60F: 3 clusters Score -1617701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1617706.375000 Penalty: 920.480103
	Iteration 61Q: 3 clusters Score -1617706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1617716.125000 Penalty: 920.480103
	Iteration 62Q: 3 clusters Score -1617716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1617724.000000 Penalty: 920.480103
	Iteration 63Q: 3 clusters Score -1617724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1617725.750000 Penalty: 920.480103
	Iteration 64Q: 3 clusters Score -1617726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1617739.125000 Penalty: 920.480103
	Iteration 65Q: 3 clusters Score -1617739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1617741.500000 Penalty: 920.480103
	Iteration 66Q: 3 clusters Score -1617742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1617744.750000 Penalty: 920.480103
	Iteration 67Q: 3 clusters Score -1617745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1617747.625000 Penalty: 920.480103
	Iteration 68Q: 3 clusters Score -1617748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1617758.375000 Penalty: 920.480103
	Iteration 69Q: 3 clusters Score -1617758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1617766.250000 Penalty: 920.480103
	Iteration 70Q: 3 clusters Score -1617766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1617769.000000 Penalty: 920.480103
	Iteration 71Q: 3 clusters Score -1617769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1617775.125000 Penalty: 920.480103
	Iteration 72Q: 3 clusters Score -1617775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1617782.125000 Penalty: 920.480103
	Iteration 73Q: 3 clusters Score -1617782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1617785.250000 Penalty: 920.480103
	Iteration 74Q: 3 clusters Score -1617785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1617794.750000 Penalty: 920.480103
	Iteration 75Q: 3 clusters Score -1617795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1617799.125000 Penalty: 920.480103
	Iteration 76Q: 3 clusters Score -1617799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1617811.750000 Penalty: 920.480103
	Iteration 77Q: 3 clusters Score -1617812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1617812.375000 Penalty: 920.480103
	Iteration 78Q: 3 clusters Score -1617812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1617819.875000 Penalty: 920.480103
	Iteration 79Q: 3 clusters Score -1617820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1617828.125000 Penalty: 920.480103
	Iteration 80F: 3 clusters Score -1617828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1617828.250000 Penalty: 920.480103
	Iteration 81Q: 3 clusters Score -1617828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1617833.750000 Penalty: 920.480103
	Iteration 82Q: 3 clusters Score -1617834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1617838.625000 Penalty: 920.480103
	Iteration 83Q: 3 clusters Score -1617839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1617843.375000 Penalty: 920.480103
	Iteration 84Q: 3 clusters Score -1617843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1617848.750000 Penalty: 920.480103
	Iteration 85Q: 3 clusters Score -1617849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1617856.625000 Penalty: 920.480103
	Iteration 86Q: 3 clusters Score -1617857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1617862.625000 Penalty: 920.480103
	Iteration 87Q: 3 clusters Score -1617863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1617876.500000 Penalty: 920.480103
	Iteration 88Q: 3 clusters Score -1617876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1617883.000000 Penalty: 920.480103
	Iteration 89Q: 3 clusters Score -1617883 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1617894.250000 Penalty: 920.480103
	Iteration 90Q: 3 clusters Score -1617894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1617896.625000 Penalty: 920.480103
	Iteration 91Q: 3 clusters Score -1617897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1617902.500000 Penalty: 920.480103
	Iteration 92Q: 3 clusters Score -1617902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1617908.750000 Penalty: 920.480103
	Iteration 93Q: 3 clusters Score -1617909 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1617920.250000 Penalty: 920.480103
	Iteration 94Q: 3 clusters Score -1617920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1617928.875000 Penalty: 920.480103
	Iteration 95Q: 3 clusters Score -1617929 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1617935.625000 Penalty: 920.480103
	Iteration 96Q: 3 clusters Score -1617936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1617944.000000 Penalty: 920.480103
	Iteration 97Q: 3 clusters Score -1617944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1617950.625000 Penalty: 920.480103
	Iteration 98Q: 3 clusters Score -1617951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1617961.000000 Penalty: 920.480103
	Iteration 99Q: 3 clusters Score -1617961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1617961.000000 Penalty: 920.480103
	Iteration 100F: 3 clusters Score -1617961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1617966.375000 Penalty: 920.480103
	Iteration 101Q: 3 clusters Score -1617966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1617973.125000 Penalty: 920.480103
	Iteration 102Q: 3 clusters Score -1617973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1617977.500000 Penalty: 920.480103
	Iteration 103Q: 3 clusters Score -1617978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1617979.625000 Penalty: 920.480103
	Iteration 104Q: 3 clusters Score -1617980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1617984.750000 Penalty: 920.480103
	Iteration 105Q: 3 clusters Score -1617985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1617987.625000 Penalty: 920.480103
	Iteration 106Q: 3 clusters Score -1617988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1617992.875000 Penalty: 920.480103
	Iteration 107Q: 3 clusters Score -1617993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1617999.125000 Penalty: 920.480103
	Iteration 108Q: 3 clusters Score -1617999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1618002.125000 Penalty: 920.480103
	Iteration 109Q: 3 clusters Score -1618002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1618003.625000 Penalty: 920.480103
	Iteration 110Q: 3 clusters Score -1618004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1618004.875000 Penalty: 920.480103
	Iteration 111Q: 3 clusters Score -1618005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1618007.125000 Penalty: 920.480103
	Iteration 112Q: 3 clusters Score -1618007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1618007.500000 Penalty: 920.480103
	Iteration 113Q: 3 clusters Score -1618008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1618014.125000 Penalty: 920.480103
	Iteration 114Q: 3 clusters Score -1618014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1618012.000000 Penalty: 920.480103
	Iteration 115Q: 3 clusters Score -1618012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1618013.625000 Penalty: 920.480103
	Iteration 116Q: 3 clusters Score -1618014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1618016.750000 Penalty: 920.480103
	Iteration 117Q: 3 clusters Score -1618017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1618029.500000 Penalty: 920.480103
	Iteration 118Q: 3 clusters Score -1618030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1618035.875000 Penalty: 920.480103
	Iteration 119Q: 3 clusters Score -1618036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1618047.500000 Penalty: 920.480103
	Iteration 120F: 3 clusters Score -1618048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1618047.875000 Penalty: 920.480103
	Iteration 121Q: 3 clusters Score -1618048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1618049.625000 Penalty: 920.480103
	Iteration 122Q: 3 clusters Score -1618050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1618053.000000 Penalty: 920.480103
	Iteration 123Q: 3 clusters Score -1618053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1618058.250000 Penalty: 920.480103
	Iteration 124Q: 3 clusters Score -1618058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1618065.750000 Penalty: 920.480103
	Iteration 125Q: 3 clusters Score -1618066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1618079.375000 Penalty: 920.480103
	Iteration 126Q: 3 clusters Score -1618079 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1618091.375000 Penalty: 920.480103
	Iteration 127Q: 3 clusters Score -1618091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1618105.500000 Penalty: 920.480103
	Iteration 128Q: 3 clusters Score -1618106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1618113.000000 Penalty: 920.480103
	Iteration 129Q: 3 clusters Score -1618113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1618129.250000 Penalty: 920.480103
	Iteration 130Q: 3 clusters Score -1618129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1618140.625000 Penalty: 920.480103
	Iteration 131Q: 3 clusters Score -1618141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1618154.625000 Penalty: 920.480103
	Iteration 132Q: 3 clusters Score -1618155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1618162.875000 Penalty: 920.480103
	Iteration 133Q: 3 clusters Score -1618163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1618159.250000 Penalty: 920.480103
	Iteration 134Q: 3 clusters Score -1618159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1618168.250000 Penalty: 920.480103
	Iteration 135Q: 3 clusters Score -1618168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1618168.000000 Penalty: 920.480103
	Iteration 136Q: 3 clusters Score -1618168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1618169.625000 Penalty: 920.480103
	Iteration 137Q: 3 clusters Score -1618170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1618169.000000 Penalty: 920.480103
	Iteration 138Q: 3 clusters Score -1618169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1618172.125000 Penalty: 920.480103
	Iteration 139Q: 3 clusters Score -1618172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1618171.750000 Penalty: 920.480103
	Iteration 140F: 3 clusters Score -1618172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1618171.125000 Penalty: 920.480103
	Iteration 141Q: 3 clusters Score -1618171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1618171.125000 Penalty: 920.480103
	Iteration 142Q: 3 clusters Score -1618171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1618173.375000 Penalty: 920.480103
	Iteration 143Q: 3 clusters Score -1618173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1618173.875000 Penalty: 920.480103
	Iteration 144Q: 3 clusters Score -1618174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1618173.125000 Penalty: 920.480103
	Iteration 145Q: 3 clusters Score -1618173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1618172.250000 Penalty: 920.480103
	Iteration 146Q: 3 clusters Score -1618172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1618171.625000 Penalty: 920.480103
	Iteration 147Q: 3 clusters Score -1618172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1618172.250000 Penalty: 920.480103
	Iteration 148Q: 3 clusters Score -1618172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1618172.125000 Penalty: 920.480103
	Iteration 149Q: 3 clusters Score -1618172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1618173.250000 Penalty: 920.480103
	Iteration 150Q: 3 clusters Score -1618173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1618173.625000 Penalty: 920.480103
	Iteration 151Q: 3 clusters Score -1618174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1618174.875000 Penalty: 920.480103
	Iteration 152Q: 3 clusters Score -1618175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1618175.375000 Penalty: 920.480103
	Iteration 153Q: 3 clusters Score -1618175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1618175.375000 Penalty: 920.480103
	Iteration 154Q: 3 clusters Score -1618175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1618174.875000 Penalty: 920.480103
	Iteration 155Q: 3 clusters Score -1618175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1618174.875000 Penalty: 920.480103
	Iteration 156F: 3 clusters Score -1618175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -19375.263672 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -19375.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18998.974609 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -18998.97 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19089.628906 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -19089.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19110.824219 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -19110.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19123.183594 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -19123.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19129.419922 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -19129.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19132.062500 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -19132.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19132.558594 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -19132.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19132.558594 Penalty: 531.762573
	Iteration 7F: 3 clusters Score -19132.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (83077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Entering Unmasked Estep 
Score: -5231740.000000 Penalty: 515.402283
	Iteration 0F: 2 clusters Score -5231740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5177185.000000 Penalty: 1030.804565
	Iteration 0F: 3 clusters Score -5177185 nChanged 40630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5202400.500000 Penalty: 1030.804565
	Iteration 1F: 3 clusters Score -5202400 nChanged 3959
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Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 47016 members 
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Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31942 members 
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Mstep: Class 1 contains 30771 members 
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Mstep: Class 1 contains 30084 members 
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Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 54670 members 
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Mstep: Class 1 contains 27929 members 
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	Iteration 11Q: 3 clusters Score -5220674 nChanged 950
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Mstep: Class 1 contains 27509 members 
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	Iteration 12Q: 3 clusters Score -5220797 nChanged 866
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Mstep: Class 1 contains 27071 members 
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5220976 nChanged 824
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Mstep: Class 1 contains 26629 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5221140 nChanged 721
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Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 57605 members 
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Mstep: Class 2 contains 57951 members 
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	Iteration 18Q: 3 clusters Score -5221237 nChanged 565
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Mstep: Class 1 contains 24827 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5221242 nChanged 481
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Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5221218 nChanged 425
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Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 58732 members 
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	Iteration 21Q: 3 clusters Score -5221229 nChanged 426
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Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5221284 nChanged 400
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Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5221296 nChanged 358
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Mstep: Class 2 contains 59328 members 
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	Iteration 24Q: 3 clusters Score -5221289 nChanged 298
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Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5221310 nChanged 286
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Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5221282 nChanged 254
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Mstep: Class 2 contains 59949 members 
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	Iteration 28Q: 3 clusters Score -5221294 nChanged 176
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Mstep: Class 2 contains 60087 members 
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	Iteration 29Q: 3 clusters Score -5221273 nChanged 164
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Mstep: Class 2 contains 60217 members 
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	Iteration 32Q: 3 clusters Score -5221216 nChanged 172
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Mstep: Class 1 contains 22037 members 
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	Iteration 37Q: 3 clusters Score -5221103 nChanged 89
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Mstep: Class 2 contains 61180 members 
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Mstep: Class 1 contains 21826 members 
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	Iteration 40F: 3 clusters Score -5221068 nChanged 82
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Mstep: Class 1 contains 21754 members 
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	Iteration 41Q: 3 clusters Score -5221058 nChanged 82
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Mstep: Class 1 contains 21680 members 
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	Iteration 42Q: 3 clusters Score -5221039 nChanged 82
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Mstep: Class 1 contains 21616 members 
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	Iteration 43Q: 3 clusters Score -5221016 nChanged 85
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Mstep: Class 1 contains 21551 members 
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	Iteration 44Q: 3 clusters Score -5221008 nChanged 87
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	Iteration 46Q: 3 clusters Score -5220960 nChanged 85
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	Iteration 47Q: 3 clusters Score -5220960 nChanged 63
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	Iteration 48Q: 3 clusters Score -5220946 nChanged 53
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Mstep: Class 1 contains 21270 members 
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	Iteration 49Q: 3 clusters Score -5220958 nChanged 46
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	Iteration 50Q: 3 clusters Score -5220950 nChanged 53
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	Iteration 51Q: 3 clusters Score -5220964 nChanged 58
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Mstep: Class 1 contains 21167 members 
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	Iteration 52Q: 3 clusters Score -5220946 nChanged 54
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	Iteration 53Q: 3 clusters Score -5220943 nChanged 50
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	Iteration 54Q: 3 clusters Score -5220931 nChanged 41
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	Iteration 55Q: 3 clusters Score -5220946 nChanged 34
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	Iteration 56Q: 3 clusters Score -5220948 nChanged 32
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Mstep: Class 1 contains 20998 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5220942 nChanged 33
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Mstep: Class 1 contains 20969 members 
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	Iteration 58Q: 3 clusters Score -5220944 nChanged 24
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5220948 nChanged 12
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Mstep: Class 1 contains 20955 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5220952 nChanged 13
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	Iteration 61Q: 3 clusters Score -5220956 nChanged 13
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	Iteration 62Q: 3 clusters Score -5220956 nChanged 14
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	Iteration 63Q: 3 clusters Score -5220962 nChanged 19
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	Iteration 64Q: 3 clusters Score -5220958 nChanged 15
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	Iteration 65Q: 3 clusters Score -5220954 nChanged 13
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Mstep: Class 1 contains 20908 members 
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	Iteration 66Q: 3 clusters Score -5220952 nChanged 12
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	Iteration 67Q: 3 clusters Score -5220954 nChanged 7
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	Iteration 68Q: 3 clusters Score -5220944 nChanged 6
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	Iteration 69Q: 3 clusters Score -5220942 nChanged 8
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	Iteration 70Q: 3 clusters Score -5220951 nChanged 9
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	Iteration 71Q: 3 clusters Score -5220944 nChanged 8
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	Iteration 72Q: 3 clusters Score -5220938 nChanged 5
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	Iteration 73Q: 3 clusters Score -5220929 nChanged 5
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	Iteration 74Q: 3 clusters Score -5220930 nChanged 3
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	Iteration 75Q: 3 clusters Score -5220926 nChanged 2
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	Iteration 76Q: 3 clusters Score -5220931 nChanged 4
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	Iteration 77Q: 3 clusters Score -5220929 nChanged 6
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	Iteration 78Q: 3 clusters Score -5220931 nChanged 6
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	Iteration 79Q: 3 clusters Score -5220936 nChanged 6
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	Iteration 80F: 3 clusters Score -5220936 nChanged 5
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	Iteration 81Q: 3 clusters Score -5220934 nChanged 9
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	Iteration 82Q: 3 clusters Score -5220933 nChanged 9
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	Iteration 83Q: 3 clusters Score -5220924 nChanged 8
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	Iteration 84Q: 3 clusters Score -5220919 nChanged 8
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	Iteration 85Q: 3 clusters Score -5220916 nChanged 14
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	Iteration 86Q: 3 clusters Score -5220916 nChanged 10
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	Iteration 87Q: 3 clusters Score -5220926 nChanged 8
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	Iteration 88Q: 3 clusters Score -5220930 nChanged 13
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	Iteration 89Q: 3 clusters Score -5220937 nChanged 23
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	Iteration 90Q: 3 clusters Score -5220944 nChanged 15
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	Iteration 91Q: 3 clusters Score -5220947 nChanged 11
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	Iteration 92Q: 3 clusters Score -5220936 nChanged 10
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	Iteration 93Q: 3 clusters Score -5220941 nChanged 14
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Entering Unmasked Estep 
Score: -5220933.500000 Penalty: 1030.804565
	Iteration 94Q: 3 clusters Score -5220934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -5220928.500000 Penalty: 1030.804565
	Iteration 95Q: 3 clusters Score -5220928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -5220922.500000 Penalty: 1030.804565
	Iteration 96Q: 3 clusters Score -5220922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -5220916.500000 Penalty: 1030.804565
	Iteration 97Q: 3 clusters Score -5220916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -5220923.500000 Penalty: 1030.804565
	Iteration 98Q: 3 clusters Score -5220924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -5220934.000000 Penalty: 1030.804565
	Iteration 99Q: 3 clusters Score -5220934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -5220941.500000 Penalty: 1030.804565
	Iteration 100F: 3 clusters Score -5220942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -5220946.500000 Penalty: 1030.804565
	Iteration 101Q: 3 clusters Score -5220946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -5220943.500000 Penalty: 1030.804565
	Iteration 102Q: 3 clusters Score -5220944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -5220943.500000 Penalty: 1030.804565
	Iteration 103F: 3 clusters Score -5220944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -214815.843750 Penalty: 368.750275
	Iteration 0F: 2 clusters Score -214815.8 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 1673 members 
Entering Unmasked Estep 
Score: -212621.671875 Penalty: 737.500549
	Iteration 0F: 3 clusters Score -212621.7 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -213694.406250 Penalty: 737.500549
	Iteration 1F: 3 clusters Score -213694.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -213997.921875 Penalty: 737.500549
	Iteration 2F: 3 clusters Score -213997.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -214245.500000 Penalty: 737.500549
	Iteration 3F: 3 clusters Score -214245.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -214365.437500 Penalty: 737.500549
	Iteration 4F: 3 clusters Score -214365.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -214429.062500 Penalty: 737.500549
	Iteration 5Q: 3 clusters Score -214429.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -214470.640625 Penalty: 737.500549
	Iteration 6Q: 3 clusters Score -214470.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -214499.390625 Penalty: 737.500549
	Iteration 7Q: 3 clusters Score -214499.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -214525.765625 Penalty: 737.500549
	Iteration 8Q: 3 clusters Score -214525.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -214555.234375 Penalty: 737.500549
	Iteration 9Q: 3 clusters Score -214555.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -214590.687500 Penalty: 737.500549
	Iteration 10Q: 3 clusters Score -214590.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -214632.984375 Penalty: 737.500549
	Iteration 11Q: 3 clusters Score -214633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -214667.968750 Penalty: 737.500549
	Iteration 12Q: 3 clusters Score -214668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -214699.500000 Penalty: 737.500549
	Iteration 13Q: 3 clusters Score -214699.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -214728.875000 Penalty: 737.500549
	Iteration 14Q: 3 clusters Score -214728.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -214748.796875 Penalty: 737.500549
	Iteration 15Q: 3 clusters Score -214748.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -214763.062500 Penalty: 737.500549
	Iteration 16Q: 3 clusters Score -214763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -214769.890625 Penalty: 737.500549
	Iteration 17Q: 3 clusters Score -214769.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -214773.718750 Penalty: 737.500549
	Iteration 18Q: 3 clusters Score -214773.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -214776.375000 Penalty: 737.500549
	Iteration 19Q: 3 clusters Score -214776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -214777.515625 Penalty: 737.500549
	Iteration 20F: 3 clusters Score -214777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -214778.687500 Penalty: 737.500549
	Iteration 21Q: 3 clusters Score -214778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -214781.359375 Penalty: 737.500549
	Iteration 22Q: 3 clusters Score -214781.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -214783.000000 Penalty: 737.500549
	Iteration 23Q: 3 clusters Score -214783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -214783.875000 Penalty: 737.500549
	Iteration 24Q: 3 clusters Score -214783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -214784.484375 Penalty: 737.500549
	Iteration 25Q: 3 clusters Score -214784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -214785.359375 Penalty: 737.500549
	Iteration 26Q: 3 clusters Score -214785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -214785.921875 Penalty: 737.500549
	Iteration 27Q: 3 clusters Score -214785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -214786.015625 Penalty: 737.500549
	Iteration 28Q: 3 clusters Score -214786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -214786.421875 Penalty: 737.500549
	Iteration 29Q: 3 clusters Score -214786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -214786.687500 Penalty: 737.500549
	Iteration 30Q: 3 clusters Score -214786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -214787.859375 Penalty: 737.500549
	Iteration 31Q: 3 clusters Score -214787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -214789.562500 Penalty: 737.500549
	Iteration 32Q: 3 clusters Score -214789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -214791.109375 Penalty: 737.500549
	Iteration 33Q: 3 clusters Score -214791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -214792.937500 Penalty: 737.500549
	Iteration 34Q: 3 clusters Score -214792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -214794.437500 Penalty: 737.500549
	Iteration 35Q: 3 clusters Score -214794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -214794.781250 Penalty: 737.500549
	Iteration 36Q: 3 clusters Score -214794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -214794.906250 Penalty: 737.500549
	Iteration 37Q: 3 clusters Score -214794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -214794.984375 Penalty: 737.500549
	Iteration 38Q: 3 clusters Score -214795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -214794.984375 Penalty: 737.500549
	Iteration 39F: 3 clusters Score -214795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -407733.406250 Penalty: 398.600616
	Iteration 0F: 2 clusters Score -407733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -403472.718750 Penalty: 797.201233
	Iteration 0F: 3 clusters Score -403472.7 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -405065.468750 Penalty: 797.201233
	Iteration 1F: 3 clusters Score -405065.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -405193.812500 Penalty: 797.201233
	Iteration 2F: 3 clusters Score -405193.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -405325.437500 Penalty: 797.201233
	Iteration 3F: 3 clusters Score -405325.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -405460.531250 Penalty: 797.201233
	Iteration 4Q: 3 clusters Score -405460.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -405637.968750 Penalty: 797.201233
	Iteration 5Q: 3 clusters Score -405638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -405875.625000 Penalty: 797.201233
	Iteration 6Q: 3 clusters Score -405875.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406135.656250 Penalty: 797.201233
	Iteration 7F: 3 clusters Score -406135.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -406354.218750 Penalty: 797.201233
	Iteration 8Q: 3 clusters Score -406354.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -406539.687500 Penalty: 797.201233
	Iteration 9Q: 3 clusters Score -406539.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -406671.093750 Penalty: 797.201233
	Iteration 10Q: 3 clusters Score -406671.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -406783.968750 Penalty: 797.201233
	Iteration 11Q: 3 clusters Score -406784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -406875.437500 Penalty: 797.201233
	Iteration 12Q: 3 clusters Score -406875.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -406933.843750 Penalty: 797.201233
	Iteration 13Q: 3 clusters Score -406933.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -406988.156250 Penalty: 797.201233
	Iteration 14Q: 3 clusters Score -406988.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -407043.937500 Penalty: 797.201233
	Iteration 15Q: 3 clusters Score -407043.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -407097.656250 Penalty: 797.201233
	Iteration 16Q: 3 clusters Score -407097.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -407173.031250 Penalty: 797.201233
	Iteration 17Q: 3 clusters Score -407173 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -407244.906250 Penalty: 797.201233
	Iteration 18Q: 3 clusters Score -407244.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -407299.125000 Penalty: 797.201233
	Iteration 19Q: 3 clusters Score -407299.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -407342.593750 Penalty: 797.201233
	Iteration 20F: 3 clusters Score -407342.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -407373.593750 Penalty: 797.201233
	Iteration 21Q: 3 clusters Score -407373.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -407395.875000 Penalty: 797.201233
	Iteration 22Q: 3 clusters Score -407395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -407403.437500 Penalty: 797.201233
	Iteration 23Q: 3 clusters Score -407403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -407406.687500 Penalty: 797.201233
	Iteration 24Q: 3 clusters Score -407406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -407407.625000 Penalty: 797.201233
	Iteration 25Q: 3 clusters Score -407407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -407409.875000 Penalty: 797.201233
	Iteration 26Q: 3 clusters Score -407409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -407411.437500 Penalty: 797.201233
	Iteration 27Q: 3 clusters Score -407411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -407415.218750 Penalty: 797.201233
	Iteration 28Q: 3 clusters Score -407415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -407421.281250 Penalty: 797.201233
	Iteration 29Q: 3 clusters Score -407421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -407426.875000 Penalty: 797.201233
	Iteration 30Q: 3 clusters Score -407426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -407429.187500 Penalty: 797.201233
	Iteration 31Q: 3 clusters Score -407429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -407432.312500 Penalty: 797.201233
	Iteration 32Q: 3 clusters Score -407432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -407432.312500 Penalty: 797.201233
	Iteration 33F: 3 clusters Score -407432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 87963 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 76926 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 79933 members 
Mstep: Class 15 contains 31787 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 14387 members 
Mstep: Class 23 contains 51614 members 
Mstep: Class 24 contains 10642 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 24715 members 
Mstep: Class 29 contains 345 members 
Mstep: Class 30 contains 83077 members 
Mstep: Class 31 contains 3309 members 
Mstep: Class 32 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233516.000000 Penalty: 20201.414062
Iteration 279Q: 34 clusters Score -4.223352e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 43799 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 88242 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 11 contains 15862 members 
Mstep: Class 12 contains 76887 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 79949 members 
Mstep: Class 15 contains 31814 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 478 members 
Mstep: Class 22 contains 14416 members 
Mstep: Class 23 contains 51578 members 
Mstep: Class 24 contains 10690 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 24771 members 
Mstep: Class 29 contains 345 members 
Mstep: Class 30 contains 83052 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 6406 members 
Mstep: Class 33 contains 40167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233856.000000 Penalty: 20201.414062
Iteration 280F: 34 clusters Score -4.223386e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 43800 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 88316 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 11 contains 15830 members 
Mstep: Class 12 contains 76896 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 79972 members 
Mstep: Class 15 contains 31830 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2465 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 14449 members 
Mstep: Class 23 contains 51548 members 
Mstep: Class 24 contains 10736 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 24179 members 
Mstep: Class 29 contains 345 members 
Mstep: Class 30 contains 83042 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 6443 members 
Mstep: Class 33 contains 40501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233976.000000 Penalty: 20201.414062
Iteration 281Q: 34 clusters Score -4.223398e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 9714 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 43800 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 88322 members 
Mstep: Class 10 contains 8977 members 
Mstep: Class 11 contains 15803 members 
Mstep: Class 12 contains 76917 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 79981 members 
Mstep: Class 15 contains 31840 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 1376 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 51526 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 23687 members 
Mstep: Class 29 contains 346 members 
Mstep: Class 30 contains 83032 members 
Mstep: Class 31 contains 3342 members 
Mstep: Class 32 contains 6476 members 
Mstep: Class 33 contains 40858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 282Q: 34 clusters Score -4.223407e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 43798 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 76929 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 79996 members 
Mstep: Class 15 contains 31855 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2448 members 
Mstep: Class 18 contains 1376 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 14511 members 
Mstep: Class 23 contains 51519 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 23235 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 83016 members 
Mstep: Class 31 contains 3346 members 
Mstep: Class 32 contains 6519 members 
Mstep: Class 33 contains 41245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234216.000000 Penalty: 20201.414062
Iteration 283Q: 34 clusters Score -4.223422e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 88237 members 
Mstep: Class 10 contains 8962 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 76904 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 80006 members 
Mstep: Class 15 contains 31852 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2439 members 
Mstep: Class 18 contains 1375 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 14529 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 10879 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 22860 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 83010 members 
Mstep: Class 31 contains 3348 members 
Mstep: Class 32 contains 6549 members 
Mstep: Class 33 contains 41573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234456.000000 Penalty: 20201.414062
Iteration 284Q: 34 clusters Score -4.223446e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 9437 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 43793 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 88185 members 
Mstep: Class 10 contains 8958 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 76890 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 80001 members 
Mstep: Class 15 contains 31846 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 14544 members 
Mstep: Class 23 contains 51493 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 22512 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82991 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 6585 members 
Mstep: Class 33 contains 41916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234672.000000 Penalty: 20201.414062
Iteration 285Q: 34 clusters Score -4.223467e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 88116 members 
Mstep: Class 10 contains 8955 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 76887 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 79985 members 
Mstep: Class 15 contains 31838 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 14558 members 
Mstep: Class 23 contains 51490 members 
Mstep: Class 24 contains 10977 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 22230 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82944 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 6631 members 
Mstep: Class 33 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234688.000000 Penalty: 20201.414062
Iteration 286Q: 34 clusters Score -4.223469e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 9238 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 43787 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 88094 members 
Mstep: Class 10 contains 8955 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 76904 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 79967 members 
Mstep: Class 15 contains 31835 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 14566 members 
Mstep: Class 23 contains 51490 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 21970 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82885 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 6671 members 
Mstep: Class 33 contains 42517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234840.000000 Penalty: 20201.414062
Iteration 287Q: 34 clusters Score -4.223484e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 9143 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4616 members 
Mstep: Class 6 contains 43787 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 88114 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 76939 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 79939 members 
Mstep: Class 15 contains 31835 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 14551 members 
Mstep: Class 23 contains 51497 members 
Mstep: Class 24 contains 11075 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 21759 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82835 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 6714 members 
Mstep: Class 33 contains 42724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234780.000000 Penalty: 20201.414062
Iteration 288Q: 34 clusters Score -4.223478e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 9047 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4584 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 88106 members 
Mstep: Class 10 contains 8956 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 76961 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 79934 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 14543 members 
Mstep: Class 23 contains 51499 members 
Mstep: Class 24 contains 11125 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 21599 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82804 members 
Mstep: Class 31 contains 3302 members 
Mstep: Class 32 contains 6752 members 
Mstep: Class 33 contains 42894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234900.000000 Penalty: 20201.414062
Iteration 289Q: 34 clusters Score -4.22349e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 8966 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 43780 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 88142 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 77004 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 79899 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 487 members 
Mstep: Class 22 contains 14537 members 
Mstep: Class 23 contains 51504 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 21433 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82768 members 
Mstep: Class 31 contains 3299 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 43038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235052.000000 Penalty: 20201.414062
Iteration 290Q: 34 clusters Score -4.223505e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 43777 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 88152 members 
Mstep: Class 10 contains 8975 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 77033 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 79871 members 
Mstep: Class 15 contains 31827 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 14540 members 
Mstep: Class 23 contains 51508 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 21297 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82745 members 
Mstep: Class 31 contains 3304 members 
Mstep: Class 32 contains 6853 members 
Mstep: Class 33 contains 43148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235068.000000 Penalty: 20201.414062
Iteration 291Q: 34 clusters Score -4.223507e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4477 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 88151 members 
Mstep: Class 10 contains 8982 members 
Mstep: Class 11 contains 15675 members 
Mstep: Class 12 contains 77040 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 79870 members 
Mstep: Class 15 contains 31823 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 14546 members 
Mstep: Class 23 contains 51516 members 
Mstep: Class 24 contains 11290 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 21180 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82743 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 6889 members 
Mstep: Class 33 contains 43244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235000.000000 Penalty: 20201.414062
Iteration 292Q: 34 clusters Score -4.2235e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 9 contains 88140 members 
Mstep: Class 10 contains 8989 members 
Mstep: Class 11 contains 15666 members 
Mstep: Class 12 contains 77045 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 79864 members 
Mstep: Class 15 contains 31820 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 14561 members 
Mstep: Class 23 contains 51517 members 
Mstep: Class 24 contains 11352 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 21083 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82724 members 
Mstep: Class 31 contains 3310 members 
Mstep: Class 32 contains 6914 members 
Mstep: Class 33 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234928.000000 Penalty: 20201.414062
Iteration 293Q: 34 clusters Score -4.223493e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 1765 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 88153 members 
Mstep: Class 10 contains 8994 members 
Mstep: Class 11 contains 15662 members 
Mstep: Class 12 contains 77053 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 79859 members 
Mstep: Class 15 contains 31823 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2386 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 14580 members 
Mstep: Class 23 contains 51515 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 21024 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82718 members 
Mstep: Class 31 contains 3309 members 
Mstep: Class 32 contains 6929 members 
Mstep: Class 33 contains 43376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234976.000000 Penalty: 20201.414062
Iteration 294Q: 34 clusters Score -4.223498e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 1764 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3353 members 
Mstep: Class 9 contains 88174 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 77054 members 
Mstep: Class 13 contains 1539 members 
Mstep: Class 14 contains 79858 members 
Mstep: Class 15 contains 31829 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 14606 members 
Mstep: Class 23 contains 51513 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20972 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82699 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 6948 members 
Mstep: Class 33 contains 43422 members 
Entering Unmasked Estep 
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Iteration 295Q: 34 clusters Score -4.223494e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 1759 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 43771 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 88194 members 
Mstep: Class 10 contains 9005 members 
Mstep: Class 11 contains 15651 members 
Mstep: Class 12 contains 77052 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 79859 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 14631 members 
Mstep: Class 23 contains 51509 members 
Mstep: Class 24 contains 11503 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 20922 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82695 members 
Mstep: Class 31 contains 3310 members 
Mstep: Class 32 contains 6956 members 
Mstep: Class 33 contains 43474 members 
Entering Unmasked Estep 
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Iteration 296Q: 34 clusters Score -4.223493e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 43770 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 88222 members 
Mstep: Class 10 contains 9009 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 77082 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 79856 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 14650 members 
Mstep: Class 23 contains 51513 members 
Mstep: Class 24 contains 11539 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3612 members 
Mstep: Class 28 contains 20877 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82680 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 6953 members 
Mstep: Class 33 contains 43513 members 
Entering Unmasked Estep 
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Iteration 297Q: 34 clusters Score -4.223488e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 1746 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 43767 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 88243 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 77096 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 14664 members 
Mstep: Class 23 contains 51511 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 20840 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82656 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 6950 members 
Mstep: Class 33 contains 43539 members 
Entering Unmasked Estep 
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Iteration 298Q: 34 clusters Score -4.223487e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 88274 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 15644 members 
Mstep: Class 12 contains 77101 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 79870 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 14667 members 
Mstep: Class 23 contains 51525 members 
Mstep: Class 24 contains 11636 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20820 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 82640 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 6943 members 
Mstep: Class 33 contains 43553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234876.000000 Penalty: 20201.414062
Iteration 299Q: 34 clusters Score -4.223488e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 8284 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 43755 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 88312 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 79863 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 1370 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 14692 members 
Mstep: Class 23 contains 51523 members 
Mstep: Class 24 contains 11685 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3612 members 
Mstep: Class 28 contains 20802 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 82600 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 6949 members 
Mstep: Class 33 contains 43551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234980.000000 Penalty: 20201.414062
Iteration 300F: 34 clusters Score -4.223498e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 1715 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 43755 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3566 members 
Mstep: Class 9 contains 88351 members 
Mstep: Class 10 contains 9018 members 
Mstep: Class 11 contains 15639 members 
Mstep: Class 12 contains 77121 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 79862 members 
Mstep: Class 15 contains 31831 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 14723 members 
Mstep: Class 23 contains 51513 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20785 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 6955 members 
Mstep: Class 33 contains 43553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234932.000000 Penalty: 20201.414062
Iteration 301Q: 34 clusters Score -4.223493e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 8174 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 43756 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 88399 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 15635 members 
Mstep: Class 12 contains 77113 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 79869 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 1358 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 14767 members 
Mstep: Class 23 contains 51494 members 
Mstep: Class 24 contains 11776 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20765 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82499 members 
Mstep: Class 31 contains 3304 members 
Mstep: Class 32 contains 6960 members 
Mstep: Class 33 contains 43549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234968.000000 Penalty: 20201.414062
Iteration 302Q: 34 clusters Score -4.223497e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 8138 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 43757 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 88423 members 
Mstep: Class 10 contains 9021 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 77106 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 79879 members 
Mstep: Class 15 contains 31828 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 500 members 
Mstep: Class 22 contains 14804 members 
Mstep: Class 23 contains 51480 members 
Mstep: Class 24 contains 11823 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20744 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82465 members 
Mstep: Class 31 contains 3304 members 
Mstep: Class 32 contains 6963 members 
Mstep: Class 33 contains 43542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235040.000000 Penalty: 20201.414062
Iteration 303Q: 34 clusters Score -4.223504e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 43758 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 88458 members 
Mstep: Class 10 contains 9018 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 77095 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 79889 members 
Mstep: Class 15 contains 31828 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 14848 members 
Mstep: Class 23 contains 51450 members 
Mstep: Class 24 contains 11867 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20727 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82430 members 
Mstep: Class 31 contains 3305 members 
Mstep: Class 32 contains 6970 members 
Mstep: Class 33 contains 43541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235120.000000 Penalty: 20201.414062
Iteration 304Q: 34 clusters Score -4.223512e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 88473 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 77088 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 79903 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 14885 members 
Mstep: Class 23 contains 51429 members 
Mstep: Class 24 contains 11908 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 20714 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82392 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 6982 members 
Mstep: Class 33 contains 43535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235168.000000 Penalty: 20201.414062
Iteration 305Q: 34 clusters Score -4.223517e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 43760 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 88479 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 15635 members 
Mstep: Class 12 contains 77068 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 79922 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 510 members 
Mstep: Class 22 contains 14918 members 
Mstep: Class 23 contains 51411 members 
Mstep: Class 24 contains 11956 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 20706 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82358 members 
Mstep: Class 31 contains 3310 members 
Mstep: Class 32 contains 6991 members 
Mstep: Class 33 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 34 clusters Score -4.223522e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 43765 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 88502 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 79917 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 1346 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 510 members 
Mstep: Class 22 contains 14935 members 
Mstep: Class 23 contains 51404 members 
Mstep: Class 24 contains 12002 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 20698 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82342 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 6996 members 
Mstep: Class 33 contains 43509 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 307Q: 34 clusters Score -4.223518e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 43767 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3790 members 
Mstep: Class 9 contains 88517 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 15633 members 
Mstep: Class 12 contains 77030 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 79895 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 14954 members 
Mstep: Class 23 contains 51391 members 
Mstep: Class 24 contains 12052 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 20700 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 82333 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 7003 members 
Mstep: Class 33 contains 43488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235200.000000 Penalty: 20201.414062
Iteration 308Q: 34 clusters Score -4.22352e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 1600 members 
Mstep: Class 3 contains 7916 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 43768 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 88525 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 15633 members 
Mstep: Class 12 contains 77016 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 79885 members 
Mstep: Class 15 contains 31828 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 1346 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 14966 members 
Mstep: Class 23 contains 51360 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 20697 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 82345 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 7006 members 
Mstep: Class 33 contains 43476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235228.000000 Penalty: 20201.414062
Iteration 309Q: 34 clusters Score -4.223523e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 88531 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 77011 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 79876 members 
Mstep: Class 15 contains 31829 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 14985 members 
Mstep: Class 23 contains 51337 members 
Mstep: Class 24 contains 12154 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3641 members 
Mstep: Class 28 contains 20709 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 82341 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 43450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235244.000000 Penalty: 20201.414062
Iteration 310Q: 34 clusters Score -4.223524e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 1592 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 88545 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 15624 members 
Mstep: Class 12 contains 77023 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 79852 members 
Mstep: Class 15 contains 31829 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 15004 members 
Mstep: Class 23 contains 51328 members 
Mstep: Class 24 contains 12203 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 20718 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 82339 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 43429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 311Q: 34 clusters Score -4.223525e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 43769 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 88556 members 
Mstep: Class 10 contains 9018 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 77040 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 79834 members 
Mstep: Class 15 contains 31834 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 15030 members 
Mstep: Class 23 contains 51314 members 
Mstep: Class 24 contains 12251 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 20728 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82302 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 7008 members 
Mstep: Class 33 contains 43405 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 312Q: 34 clusters Score -4.223523e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 7786 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 43767 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 88558 members 
Mstep: Class 10 contains 9019 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 77063 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 79818 members 
Mstep: Class 15 contains 31839 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2297 members 
Mstep: Class 18 contains 1342 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 15058 members 
Mstep: Class 23 contains 51288 members 
Mstep: Class 24 contains 12289 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 20731 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 82275 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 7010 members 
Mstep: Class 33 contains 43388 members 
Entering Unmasked Estep 
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Iteration 313Q: 34 clusters Score -4.223527e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 88567 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 77049 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 79808 members 
Mstep: Class 15 contains 31842 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2291 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 510 members 
Mstep: Class 22 contains 15091 members 
Mstep: Class 23 contains 51263 members 
Mstep: Class 24 contains 12338 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 20723 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 82235 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 43378 members 
Entering Unmasked Estep 
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Iteration 314Q: 34 clusters Score -4.223521e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 43765 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 88564 members 
Mstep: Class 10 contains 9019 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 77050 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 79786 members 
Mstep: Class 15 contains 31843 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 1338 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 15128 members 
Mstep: Class 23 contains 51243 members 
Mstep: Class 24 contains 12395 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 3660 members 
Mstep: Class 28 contains 20726 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 82179 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 43370 members 
Entering Unmasked Estep 
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Iteration 315Q: 34 clusters Score -4.223537e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 43764 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 88560 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 77050 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 79773 members 
Mstep: Class 15 contains 31840 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 1336 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 15156 members 
Mstep: Class 23 contains 51228 members 
Mstep: Class 24 contains 12453 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 20723 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 82122 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 7017 members 
Mstep: Class 33 contains 43369 members 
Entering Unmasked Estep 
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Iteration 316Q: 34 clusters Score -4.223538e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 43762 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 88562 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 15587 members 
Mstep: Class 12 contains 77072 members 
Mstep: Class 13 contains 1514 members 
Mstep: Class 14 contains 79772 members 
Mstep: Class 15 contains 31843 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1334 members 
Mstep: Class 19 contains 2080 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 15192 members 
Mstep: Class 23 contains 51209 members 
Mstep: Class 24 contains 12486 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3667 members 
Mstep: Class 28 contains 20717 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 82051 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 7034 members 
Mstep: Class 33 contains 43375 members 
Entering Unmasked Estep 
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Iteration 317Q: 34 clusters Score -4.223542e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 7715 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 43762 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 88559 members 
Mstep: Class 10 contains 9023 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 77110 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 79758 members 
Mstep: Class 15 contains 31839 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 1332 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 15221 members 
Mstep: Class 23 contains 51206 members 
Mstep: Class 24 contains 12522 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3666 members 
Mstep: Class 28 contains 20718 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 81986 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 7053 members 
Mstep: Class 33 contains 43374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235652.000000 Penalty: 20201.414062
Iteration 318Q: 34 clusters Score -4.223565e+07 nChanged 637
Entering ConstructFrom: 
Score: -42235652.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (79480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Entering Unmasked Estep 
Score: -5064411.000000 Penalty: 513.388367
	Iteration 0F: 2 clusters Score -5064411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5013551.500000 Penalty: 1026.776733
	Iteration 0F: 3 clusters Score -5013552 nChanged 38702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5036980.000000 Penalty: 1026.776733
	Iteration 1F: 3 clusters Score -5036980 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5038160.500000 Penalty: 1026.776733
	Iteration 2Q: 3 clusters Score -5038160 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -5040254.500000 Penalty: 1026.776733
	Iteration 3Q: 3 clusters Score -5040254 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5043636.000000 Penalty: 1026.776733
	Iteration 4F: 3 clusters Score -5043636 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5048462.000000 Penalty: 1026.776733
	Iteration 5F: 3 clusters Score -5048462 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5052545.000000 Penalty: 1026.776733
	Iteration 6F: 3 clusters Score -5052545 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5054407.000000 Penalty: 1026.776733
	Iteration 7Q: 3 clusters Score -5054407 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5055475.000000 Penalty: 1026.776733
	Iteration 8Q: 3 clusters Score -5055475 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5056443.000000 Penalty: 1026.776733
	Iteration 9Q: 3 clusters Score -5056443 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5057442.000000 Penalty: 1026.776733
	Iteration 10Q: 3 clusters Score -5057442 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -5058382.500000 Penalty: 1026.776733
	Iteration 11Q: 3 clusters Score -5058382 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -5059257.000000 Penalty: 1026.776733
	Iteration 12Q: 3 clusters Score -5059257 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5060056.500000 Penalty: 1026.776733
	Iteration 13Q: 3 clusters Score -5060056 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5060721.000000 Penalty: 1026.776733
	Iteration 14Q: 3 clusters Score -5060721 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5061294.500000 Penalty: 1026.776733
	Iteration 15Q: 3 clusters Score -5061294 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5061772.000000 Penalty: 1026.776733
	Iteration 16Q: 3 clusters Score -5061772 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5062182.500000 Penalty: 1026.776733
	Iteration 17Q: 3 clusters Score -5062182 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -5062505.500000 Penalty: 1026.776733
	Iteration 18Q: 3 clusters Score -5062506 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5062744.000000 Penalty: 1026.776733
	Iteration 19Q: 3 clusters Score -5062744 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5062989.000000 Penalty: 1026.776733
	Iteration 20F: 3 clusters Score -5062989 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -5063182.000000 Penalty: 1026.776733
	Iteration 21Q: 3 clusters Score -5063182 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -5063396.000000 Penalty: 1026.776733
	Iteration 22Q: 3 clusters Score -5063396 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -5063580.500000 Penalty: 1026.776733
	Iteration 23Q: 3 clusters Score -5063580 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -5063746.500000 Penalty: 1026.776733
	Iteration 24Q: 3 clusters Score -5063746 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5063886.000000 Penalty: 1026.776733
	Iteration 25Q: 3 clusters Score -5063886 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5063966.000000 Penalty: 1026.776733
	Iteration 26Q: 3 clusters Score -5063966 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5064093.500000 Penalty: 1026.776733
	Iteration 27Q: 3 clusters Score -5064094 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -5064196.000000 Penalty: 1026.776733
	Iteration 28Q: 3 clusters Score -5064196 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5064297.000000 Penalty: 1026.776733
	Iteration 29Q: 3 clusters Score -5064297 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5064396.000000 Penalty: 1026.776733
	Iteration 30Q: 3 clusters Score -5064396 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5064487.000000 Penalty: 1026.776733
	Iteration 31Q: 3 clusters Score -5064487 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5064563.000000 Penalty: 1026.776733
	Iteration 32Q: 3 clusters Score -5064563 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5064601.500000 Penalty: 1026.776733
	Iteration 33Q: 3 clusters Score -5064602 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5064662.500000 Penalty: 1026.776733
	Iteration 34Q: 3 clusters Score -5064662 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5064754.000000 Penalty: 1026.776733
	Iteration 35Q: 3 clusters Score -5064754 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73945 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -5064784.000000 Penalty: 1026.776733
	Iteration 36Q: 3 clusters Score -5064784 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -5064752.000000 Penalty: 1026.776733
	Iteration 37Q: 3 clusters Score -5064752 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5064792.500000 Penalty: 1026.776733
	Iteration 38Q: 3 clusters Score -5064792 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5064824.000000 Penalty: 1026.776733
	Iteration 39Q: 3 clusters Score -5064824 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5064825.500000 Penalty: 1026.776733
	Iteration 40F: 3 clusters Score -5064826 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5064820.500000 Penalty: 1026.776733
	Iteration 41Q: 3 clusters Score -5064820 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5064820.000000 Penalty: 1026.776733
	Iteration 42Q: 3 clusters Score -5064820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5064826.000000 Penalty: 1026.776733
	Iteration 43Q: 3 clusters Score -5064826 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5064786.500000 Penalty: 1026.776733
	Iteration 44Q: 3 clusters Score -5064786 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5064741.000000 Penalty: 1026.776733
	Iteration 45Q: 3 clusters Score -5064741 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5064674.500000 Penalty: 1026.776733
	Iteration 46Q: 3 clusters Score -5064674 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5064589.500000 Penalty: 1026.776733
	Iteration 47Q: 3 clusters Score -5064590 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5064535.500000 Penalty: 1026.776733
	Iteration 48Q: 3 clusters Score -5064536 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5064488.500000 Penalty: 1026.776733
	Iteration 49Q: 3 clusters Score -5064488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5064473.000000 Penalty: 1026.776733
	Iteration 50Q: 3 clusters Score -5064473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5064383.000000 Penalty: 1026.776733
	Iteration 51Q: 3 clusters Score -5064383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5064342.000000 Penalty: 1026.776733
	Iteration 52Q: 3 clusters Score -5064342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5064333.500000 Penalty: 1026.776733
	Iteration 53Q: 3 clusters Score -5064334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5064311.500000 Penalty: 1026.776733
	Iteration 54Q: 3 clusters Score -5064312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5064273.000000 Penalty: 1026.776733
	Iteration 55Q: 3 clusters Score -5064273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5064238.000000 Penalty: 1026.776733
	Iteration 56Q: 3 clusters Score -5064238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5064229.000000 Penalty: 1026.776733
	Iteration 57Q: 3 clusters Score -5064229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5064237.500000 Penalty: 1026.776733
	Iteration 58Q: 3 clusters Score -5064238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5064226.000000 Penalty: 1026.776733
	Iteration 59Q: 3 clusters Score -5064226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5064218.500000 Penalty: 1026.776733
	Iteration 60F: 3 clusters Score -5064218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5064220.500000 Penalty: 1026.776733
	Iteration 61Q: 3 clusters Score -5064220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5064232.000000 Penalty: 1026.776733
	Iteration 62Q: 3 clusters Score -5064232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5064239.000000 Penalty: 1026.776733
	Iteration 63Q: 3 clusters Score -5064239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5064241.500000 Penalty: 1026.776733
	Iteration 64Q: 3 clusters Score -5064242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5064243.500000 Penalty: 1026.776733
	Iteration 65Q: 3 clusters Score -5064244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5064238.500000 Penalty: 1026.776733
	Iteration 66Q: 3 clusters Score -5064238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5064229.000000 Penalty: 1026.776733
	Iteration 67Q: 3 clusters Score -5064229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5064224.000000 Penalty: 1026.776733
	Iteration 68Q: 3 clusters Score -5064224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5064226.000000 Penalty: 1026.776733
	Iteration 69Q: 3 clusters Score -5064226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5064216.500000 Penalty: 1026.776733
	Iteration 70Q: 3 clusters Score -5064216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5064202.500000 Penalty: 1026.776733
	Iteration 71Q: 3 clusters Score -5064202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5064204.000000 Penalty: 1026.776733
	Iteration 72Q: 3 clusters Score -5064204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5064198.500000 Penalty: 1026.776733
	Iteration 73Q: 3 clusters Score -5064198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5064204.500000 Penalty: 1026.776733
	Iteration 74Q: 3 clusters Score -5064204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5064202.000000 Penalty: 1026.776733
	Iteration 75Q: 3 clusters Score -5064202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5064207.500000 Penalty: 1026.776733
	Iteration 76Q: 3 clusters Score -5064208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5064206.000000 Penalty: 1026.776733
	Iteration 77Q: 3 clusters Score -5064206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5064207.500000 Penalty: 1026.776733
	Iteration 78Q: 3 clusters Score -5064208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5064213.500000 Penalty: 1026.776733
	Iteration 79Q: 3 clusters Score -5064214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5064213.500000 Penalty: 1026.776733
	Iteration 80F: 3 clusters Score -5064214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5064211.500000 Penalty: 1026.776733
	Iteration 81Q: 3 clusters Score -5064212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5064228.000000 Penalty: 1026.776733
	Iteration 82Q: 3 clusters Score -5064228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5064222.000000 Penalty: 1026.776733
	Iteration 83Q: 3 clusters Score -5064222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5064223.500000 Penalty: 1026.776733
	Iteration 84Q: 3 clusters Score -5064224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5064221.500000 Penalty: 1026.776733
	Iteration 85Q: 3 clusters Score -5064222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5064219.000000 Penalty: 1026.776733
	Iteration 86Q: 3 clusters Score -5064219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5064223.000000 Penalty: 1026.776733
	Iteration 87Q: 3 clusters Score -5064223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5064224.500000 Penalty: 1026.776733
	Iteration 88Q: 3 clusters Score -5064224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5064224.000000 Penalty: 1026.776733
	Iteration 89Q: 3 clusters Score -5064224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5064224.000000 Penalty: 1026.776733
	Iteration 90Q: 3 clusters Score -5064224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5064222.500000 Penalty: 1026.776733
	Iteration 91Q: 3 clusters Score -5064222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5064225.000000 Penalty: 1026.776733
	Iteration 92Q: 3 clusters Score -5064225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5064228.000000 Penalty: 1026.776733
	Iteration 93Q: 3 clusters Score -5064228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5064229.500000 Penalty: 1026.776733
	Iteration 94Q: 3 clusters Score -5064230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5064230.000000 Penalty: 1026.776733
	Iteration 95Q: 3 clusters Score -5064230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5064230.000000 Penalty: 1026.776733
	Iteration 96F: 3 clusters Score -5064230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -94688.515625 Penalty: 333.414032
	Iteration 0F: 2 clusters Score -94688.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93560.710938 Penalty: 666.828064
	Iteration 0F: 3 clusters Score -93560.71 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -93987.281250 Penalty: 666.828064
	Iteration 1F: 3 clusters Score -93987.28 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -94063.773438 Penalty: 666.828064
	Iteration 2F: 3 clusters Score -94063.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -94114.304688 Penalty: 666.828064
	Iteration 3Q: 3 clusters Score -94114.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -94158.726562 Penalty: 666.828064
	Iteration 4Q: 3 clusters Score -94158.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -94208.445312 Penalty: 666.828064
	Iteration 5Q: 3 clusters Score -94208.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -94250.585938 Penalty: 666.828064
	Iteration 6Q: 3 clusters Score -94250.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -94286.304688 Penalty: 666.828064
	Iteration 7Q: 3 clusters Score -94286.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -94314.195312 Penalty: 666.828064
	Iteration 8Q: 3 clusters Score -94314.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -94336.015625 Penalty: 666.828064
	Iteration 9Q: 3 clusters Score -94336.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -94340.828125 Penalty: 666.828064
	Iteration 10Q: 3 clusters Score -94340.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -94342.859375 Penalty: 666.828064
	Iteration 11Q: 3 clusters Score -94342.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -94346.476562 Penalty: 666.828064
	Iteration 12Q: 3 clusters Score -94346.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -94350.054688 Penalty: 666.828064
	Iteration 13Q: 3 clusters Score -94350.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -94354.968750 Penalty: 666.828064
	Iteration 14Q: 3 clusters Score -94354.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -94359.078125 Penalty: 666.828064
	Iteration 15Q: 3 clusters Score -94359.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -94363.914062 Penalty: 666.828064
	Iteration 16Q: 3 clusters Score -94363.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -94371.812500 Penalty: 666.828064
	Iteration 17Q: 3 clusters Score -94371.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -94378.945312 Penalty: 666.828064
	Iteration 18Q: 3 clusters Score -94378.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -94393.148438 Penalty: 666.828064
	Iteration 19Q: 3 clusters Score -94393.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -94407.968750 Penalty: 666.828064
	Iteration 20F: 3 clusters Score -94407.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -94424.351562 Penalty: 666.828064
	Iteration 21Q: 3 clusters Score -94424.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -94438.140625 Penalty: 666.828064
	Iteration 22Q: 3 clusters Score -94438.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -94444.507812 Penalty: 666.828064
	Iteration 23Q: 3 clusters Score -94444.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -94449.218750 Penalty: 666.828064
	Iteration 24Q: 3 clusters Score -94449.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -94453.828125 Penalty: 666.828064
	Iteration 25Q: 3 clusters Score -94453.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -94456.414062 Penalty: 666.828064
	Iteration 26Q: 3 clusters Score -94456.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -94457.695312 Penalty: 666.828064
	Iteration 27Q: 3 clusters Score -94457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -94458.156250 Penalty: 666.828064
	Iteration 28Q: 3 clusters Score -94458.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -94458.562500 Penalty: 666.828064
	Iteration 29Q: 3 clusters Score -94458.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -94458.945312 Penalty: 666.828064
	Iteration 30Q: 3 clusters Score -94458.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -94459.203125 Penalty: 666.828064
	Iteration 31Q: 3 clusters Score -94459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -94459.203125 Penalty: 666.828064
	Iteration 32F: 3 clusters Score -94459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -489439.468750 Penalty: 407.225647
	Iteration 0F: 2 clusters Score -489439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -484255.656250 Penalty: 814.451294
	Iteration 0F: 3 clusters Score -484255.7 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -486393.781250 Penalty: 814.451294
	Iteration 1F: 3 clusters Score -486393.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -486628.000000 Penalty: 814.451294
	Iteration 2F: 3 clusters Score -486628 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -486897.031250 Penalty: 814.451294
	Iteration 3F: 3 clusters Score -486897 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -487234.031250 Penalty: 814.451294
	Iteration 4F: 3 clusters Score -487234 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -487700.156250 Penalty: 814.451294
	Iteration 5F: 3 clusters Score -487700.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -488220.218750 Penalty: 814.451294
	Iteration 6F: 3 clusters Score -488220.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -488650.000000 Penalty: 814.451294
	Iteration 7F: 3 clusters Score -488650 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -488898.187500 Penalty: 814.451294
	Iteration 8Q: 3 clusters Score -488898.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -489010.281250 Penalty: 814.451294
	Iteration 9Q: 3 clusters Score -489010.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -489051.875000 Penalty: 814.451294
	Iteration 10Q: 3 clusters Score -489051.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -489067.375000 Penalty: 814.451294
	Iteration 11Q: 3 clusters Score -489067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -489073.718750 Penalty: 814.451294
	Iteration 12Q: 3 clusters Score -489073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -489080.000000 Penalty: 814.451294
	Iteration 13Q: 3 clusters Score -489080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -489096.656250 Penalty: 814.451294
	Iteration 14Q: 3 clusters Score -489096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -489105.875000 Penalty: 814.451294
	Iteration 15Q: 3 clusters Score -489105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -489110.937500 Penalty: 814.451294
	Iteration 16Q: 3 clusters Score -489110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -489112.406250 Penalty: 814.451294
	Iteration 17Q: 3 clusters Score -489112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -489111.781250 Penalty: 814.451294
	Iteration 18Q: 3 clusters Score -489111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -489112.750000 Penalty: 814.451294
	Iteration 19Q: 3 clusters Score -489112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -489114.531250 Penalty: 814.451294
	Iteration 20F: 3 clusters Score -489114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -489118.562500 Penalty: 814.451294
	Iteration 21Q: 3 clusters Score -489118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -489120.250000 Penalty: 814.451294
	Iteration 22Q: 3 clusters Score -489120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -489120.250000 Penalty: 814.451294
	Iteration 23F: 3 clusters Score -489120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -43780.683594 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -43780.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43129.308594 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -43129.31 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43325.750000 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -43325.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43365.457031 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -43365.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43395.097656 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -43395.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43411.523438 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -43411.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43426.359375 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -43426.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43444.183594 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -43444.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43451.300781 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -43451.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43457.835938 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -43457.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43463.957031 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -43463.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43468.839844 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -43468.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43471.019531 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -43471.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43472.285156 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -43472.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43477.199219 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -43477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43488.640625 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -43488.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43501.875000 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -43501.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43514.148438 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -43514.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43519.476562 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -43519.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43523.769531 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -43523.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43528.375000 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -43528.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43532.222656 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -43532.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43541.125000 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -43541.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43552.113281 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -43552.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43558.140625 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -43558.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43560.160156 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -43560.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43564.281250 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -43564.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43567.925781 Penalty: 604.347534
	Iteration 26Q: 3 clusters Score -43567.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43569.480469 Penalty: 604.347534
	Iteration 27Q: 3 clusters Score -43569.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43571.500000 Penalty: 604.347534
	Iteration 28Q: 3 clusters Score -43571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43576.910156 Penalty: 604.347534
	Iteration 29Q: 3 clusters Score -43576.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43580.468750 Penalty: 604.347534
	Iteration 30Q: 3 clusters Score -43580.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43581.750000 Penalty: 604.347534
	Iteration 31Q: 3 clusters Score -43581.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43582.398438 Penalty: 604.347534
	Iteration 32Q: 3 clusters Score -43582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43582.398438 Penalty: 604.347534
	Iteration 33F: 3 clusters Score -43582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -261079.375000 Penalty: 379.032349
	Iteration 0F: 2 clusters Score -261079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -258266.093750 Penalty: 758.064697
	Iteration 0F: 3 clusters Score -258266.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -259289.968750 Penalty: 758.064697
	Iteration 1F: 3 clusters Score -259290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -259415.453125 Penalty: 758.064697
	Iteration 2F: 3 clusters Score -259415.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -259535.109375 Penalty: 758.064697
	Iteration 3F: 3 clusters Score -259535.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -259667.843750 Penalty: 758.064697
	Iteration 4F: 3 clusters Score -259667.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -259798.218750 Penalty: 758.064697
	Iteration 5F: 3 clusters Score -259798.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -259948.718750 Penalty: 758.064697
	Iteration 6F: 3 clusters Score -259948.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -260134.421875 Penalty: 758.064697
	Iteration 7F: 3 clusters Score -260134.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -260271.328125 Penalty: 758.064697
	Iteration 8F: 3 clusters Score -260271.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -260359.765625 Penalty: 758.064697
	Iteration 9Q: 3 clusters Score -260359.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -260405.843750 Penalty: 758.064697
	Iteration 10Q: 3 clusters Score -260405.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -260437.031250 Penalty: 758.064697
	Iteration 11Q: 3 clusters Score -260437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -260463.921875 Penalty: 758.064697
	Iteration 12Q: 3 clusters Score -260463.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -260483.281250 Penalty: 758.064697
	Iteration 13Q: 3 clusters Score -260483.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -260498.406250 Penalty: 758.064697
	Iteration 14Q: 3 clusters Score -260498.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -260513.531250 Penalty: 758.064697
	Iteration 15Q: 3 clusters Score -260513.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -260526.406250 Penalty: 758.064697
	Iteration 16Q: 3 clusters Score -260526.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -260546.500000 Penalty: 758.064697
	Iteration 17Q: 3 clusters Score -260546.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -260571.468750 Penalty: 758.064697
	Iteration 18Q: 3 clusters Score -260571.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -260595.609375 Penalty: 758.064697
	Iteration 19Q: 3 clusters Score -260595.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -260615.390625 Penalty: 758.064697
	Iteration 20F: 3 clusters Score -260615.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -260635.843750 Penalty: 758.064697
	Iteration 21Q: 3 clusters Score -260635.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -260656.515625 Penalty: 758.064697
	Iteration 22Q: 3 clusters Score -260656.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -260677.406250 Penalty: 758.064697
	Iteration 23Q: 3 clusters Score -260677.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -260694.609375 Penalty: 758.064697
	Iteration 24Q: 3 clusters Score -260694.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -260707.500000 Penalty: 758.064697
	Iteration 25Q: 3 clusters Score -260707.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -260717.484375 Penalty: 758.064697
	Iteration 26Q: 3 clusters Score -260717.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -260724.921875 Penalty: 758.064697
	Iteration 27Q: 3 clusters Score -260724.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -260731.984375 Penalty: 758.064697
	Iteration 28Q: 3 clusters Score -260732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -260737.687500 Penalty: 758.064697
	Iteration 29Q: 3 clusters Score -260737.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -260739.625000 Penalty: 758.064697
	Iteration 30Q: 3 clusters Score -260739.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -260743.921875 Penalty: 758.064697
	Iteration 31Q: 3 clusters Score -260743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -260747.765625 Penalty: 758.064697
	Iteration 32Q: 3 clusters Score -260747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -260751.656250 Penalty: 758.064697
	Iteration 33Q: 3 clusters Score -260751.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -260754.484375 Penalty: 758.064697
	Iteration 34Q: 3 clusters Score -260754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260756.953125 Penalty: 758.064697
	Iteration 35Q: 3 clusters Score -260757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -260759.218750 Penalty: 758.064697
	Iteration 36Q: 3 clusters Score -260759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -260760.093750 Penalty: 758.064697
	Iteration 37Q: 3 clusters Score -260760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -260760.687500 Penalty: 758.064697
	Iteration 38Q: 3 clusters Score -260760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -260760.453125 Penalty: 758.064697
	Iteration 39Q: 3 clusters Score -260760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -260761.234375 Penalty: 758.064697
	Iteration 40F: 3 clusters Score -260761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -260761.500000 Penalty: 758.064697
	Iteration 41Q: 3 clusters Score -260761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -260761.515625 Penalty: 758.064697
	Iteration 42Q: 3 clusters Score -260761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -260761.796875 Penalty: 758.064697
	Iteration 43Q: 3 clusters Score -260761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -260761.796875 Penalty: 758.064697
	Iteration 44F: 3 clusters Score -260761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Entering Unmasked Estep 
Score: -2893690.750000 Penalty: 486.233612
	Iteration 0F: 2 clusters Score -2893691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2865005.750000 Penalty: 972.467224
	Iteration 0F: 3 clusters Score -2865006 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2877615.250000 Penalty: 972.467224
	Iteration 1F: 3 clusters Score -2877615 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2878210.250000 Penalty: 972.467224
	Iteration 2Q: 3 clusters Score -2878210 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2879053.000000 Penalty: 972.467224
	Iteration 3Q: 3 clusters Score -2879053 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2880322.000000 Penalty: 972.467224
	Iteration 4F: 3 clusters Score -2880322 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2882335.500000 Penalty: 972.467224
	Iteration 5F: 3 clusters Score -2882336 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2884435.750000 Penalty: 972.467224
	Iteration 6F: 3 clusters Score -2884436 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -2885532.250000 Penalty: 972.467224
	Iteration 7F: 3 clusters Score -2885532 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2885779.250000 Penalty: 972.467224
	Iteration 8Q: 3 clusters Score -2885779 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2885827.250000 Penalty: 972.467224
	Iteration 9Q: 3 clusters Score -2885827 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2885866.500000 Penalty: 972.467224
	Iteration 10Q: 3 clusters Score -2885866 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2885878.750000 Penalty: 972.467224
	Iteration 11Q: 3 clusters Score -2885879 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2885889.250000 Penalty: 972.467224
	Iteration 12Q: 3 clusters Score -2885889 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2885909.750000 Penalty: 972.467224
	Iteration 13Q: 3 clusters Score -2885910 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2885908.250000 Penalty: 972.467224
	Iteration 14Q: 3 clusters Score -2885908 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2885913.500000 Penalty: 972.467224
	Iteration 15Q: 3 clusters Score -2885914 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2885935.500000 Penalty: 972.467224
	Iteration 16Q: 3 clusters Score -2885936 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2885949.000000 Penalty: 972.467224
	Iteration 17Q: 3 clusters Score -2885949 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2885960.750000 Penalty: 972.467224
	Iteration 18Q: 3 clusters Score -2885961 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2885968.250000 Penalty: 972.467224
	Iteration 19Q: 3 clusters Score -2885968 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2885985.250000 Penalty: 972.467224
	Iteration 20F: 3 clusters Score -2885985 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2885998.000000 Penalty: 972.467224
	Iteration 21Q: 3 clusters Score -2885998 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2886020.750000 Penalty: 972.467224
	Iteration 22Q: 3 clusters Score -2886021 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2886041.500000 Penalty: 972.467224
	Iteration 23Q: 3 clusters Score -2886042 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2886052.500000 Penalty: 972.467224
	Iteration 24Q: 3 clusters Score -2886052 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2886053.500000 Penalty: 972.467224
	Iteration 25Q: 3 clusters Score -2886054 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2886060.000000 Penalty: 972.467224
	Iteration 26Q: 3 clusters Score -2886060 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2886081.500000 Penalty: 972.467224
	Iteration 27Q: 3 clusters Score -2886082 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2886099.250000 Penalty: 972.467224
	Iteration 28Q: 3 clusters Score -2886099 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2886134.000000 Penalty: 972.467224
	Iteration 29Q: 3 clusters Score -2886134 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2886184.250000 Penalty: 972.467224
	Iteration 30Q: 3 clusters Score -2886184 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2886220.750000 Penalty: 972.467224
	Iteration 31Q: 3 clusters Score -2886221 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2886310.250000 Penalty: 972.467224
	Iteration 32Q: 3 clusters Score -2886310 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2886419.250000 Penalty: 972.467224
	Iteration 33Q: 3 clusters Score -2886419 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2886501.000000 Penalty: 972.467224
	Iteration 34Q: 3 clusters Score -2886501 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2886674.000000 Penalty: 972.467224
	Iteration 35Q: 3 clusters Score -2886674 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2886822.500000 Penalty: 972.467224
	Iteration 36Q: 3 clusters Score -2886822 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2887031.250000 Penalty: 972.467224
	Iteration 37Q: 3 clusters Score -2887031 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2887254.750000 Penalty: 972.467224
	Iteration 38Q: 3 clusters Score -2887255 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2887581.750000 Penalty: 972.467224
	Iteration 39Q: 3 clusters Score -2887582 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2887940.750000 Penalty: 972.467224
	Iteration 40F: 3 clusters Score -2887941 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2888284.500000 Penalty: 972.467224
	Iteration 41Q: 3 clusters Score -2888284 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2888654.250000 Penalty: 972.467224
	Iteration 42Q: 3 clusters Score -2888654 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2889031.750000 Penalty: 972.467224
	Iteration 43Q: 3 clusters Score -2889032 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2889404.500000 Penalty: 972.467224
	Iteration 44Q: 3 clusters Score -2889404 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2889817.250000 Penalty: 972.467224
	Iteration 45Q: 3 clusters Score -2889817 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2890208.000000 Penalty: 972.467224
	Iteration 46Q: 3 clusters Score -2890208 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2890552.500000 Penalty: 972.467224
	Iteration 47Q: 3 clusters Score -2890552 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2890969.000000 Penalty: 972.467224
	Iteration 48Q: 3 clusters Score -2890969 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2891386.500000 Penalty: 972.467224
	Iteration 49Q: 3 clusters Score -2891386 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2891732.000000 Penalty: 972.467224
	Iteration 50Q: 3 clusters Score -2891732 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2892185.250000 Penalty: 972.467224
	Iteration 51Q: 3 clusters Score -2892185 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2892514.500000 Penalty: 972.467224
	Iteration 52Q: 3 clusters Score -2892514 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2892787.500000 Penalty: 972.467224
	Iteration 53Q: 3 clusters Score -2892788 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2892942.750000 Penalty: 972.467224
	Iteration 54Q: 3 clusters Score -2892943 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2893027.250000 Penalty: 972.467224
	Iteration 55Q: 3 clusters Score -2893027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2893086.000000 Penalty: 972.467224
	Iteration 56Q: 3 clusters Score -2893086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2893122.500000 Penalty: 972.467224
	Iteration 57Q: 3 clusters Score -2893122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2893157.750000 Penalty: 972.467224
	Iteration 58Q: 3 clusters Score -2893158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2893177.750000 Penalty: 972.467224
	Iteration 59Q: 3 clusters Score -2893178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2893197.250000 Penalty: 972.467224
	Iteration 60F: 3 clusters Score -2893197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2893207.750000 Penalty: 972.467224
	Iteration 61Q: 3 clusters Score -2893208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2893216.750000 Penalty: 972.467224
	Iteration 62Q: 3 clusters Score -2893217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2893220.000000 Penalty: 972.467224
	Iteration 63Q: 3 clusters Score -2893220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2893229.750000 Penalty: 972.467224
	Iteration 64Q: 3 clusters Score -2893230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2893230.000000 Penalty: 972.467224
	Iteration 65Q: 3 clusters Score -2893230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2893230.000000 Penalty: 972.467224
	Iteration 66F: 3 clusters Score -2893230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -202272.859375 Penalty: 372.115295
	Iteration 0F: 2 clusters Score -202272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -199783.250000 Penalty: 744.230591
	Iteration 0F: 3 clusters Score -199783.2 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -200723.906250 Penalty: 744.230591
	Iteration 1F: 3 clusters Score -200723.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -200857.640625 Penalty: 744.230591
	Iteration 2F: 3 clusters Score -200857.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -200975.890625 Penalty: 744.230591
	Iteration 3F: 3 clusters Score -200975.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -201067.343750 Penalty: 744.230591
	Iteration 4F: 3 clusters Score -201067.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -201145.906250 Penalty: 744.230591
	Iteration 5Q: 3 clusters Score -201145.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -201220.296875 Penalty: 744.230591
	Iteration 6Q: 3 clusters Score -201220.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -201300.218750 Penalty: 744.230591
	Iteration 7Q: 3 clusters Score -201300.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -201379.281250 Penalty: 744.230591
	Iteration 8Q: 3 clusters Score -201379.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -201466.546875 Penalty: 744.230591
	Iteration 9Q: 3 clusters Score -201466.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -201560.734375 Penalty: 744.230591
	Iteration 10Q: 3 clusters Score -201560.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -201644.359375 Penalty: 744.230591
	Iteration 11Q: 3 clusters Score -201644.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -201712.000000 Penalty: 744.230591
	Iteration 12Q: 3 clusters Score -201712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -201748.921875 Penalty: 744.230591
	Iteration 13Q: 3 clusters Score -201748.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -201775.687500 Penalty: 744.230591
	Iteration 14Q: 3 clusters Score -201775.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -201794.906250 Penalty: 744.230591
	Iteration 15Q: 3 clusters Score -201794.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -201812.984375 Penalty: 744.230591
	Iteration 16Q: 3 clusters Score -201813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -201829.531250 Penalty: 744.230591
	Iteration 17Q: 3 clusters Score -201829.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -201839.703125 Penalty: 744.230591
	Iteration 18Q: 3 clusters Score -201839.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -201846.671875 Penalty: 744.230591
	Iteration 19Q: 3 clusters Score -201846.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -201856.250000 Penalty: 744.230591
	Iteration 20F: 3 clusters Score -201856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -201861.875000 Penalty: 744.230591
	Iteration 21Q: 3 clusters Score -201861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -201865.890625 Penalty: 744.230591
	Iteration 22Q: 3 clusters Score -201865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -201869.796875 Penalty: 744.230591
	Iteration 23Q: 3 clusters Score -201869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -201872.359375 Penalty: 744.230591
	Iteration 24Q: 3 clusters Score -201872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -201877.546875 Penalty: 744.230591
	Iteration 25Q: 3 clusters Score -201877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -201886.453125 Penalty: 744.230591
	Iteration 26Q: 3 clusters Score -201886.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -201895.421875 Penalty: 744.230591
	Iteration 27Q: 3 clusters Score -201895.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -201911.312500 Penalty: 744.230591
	Iteration 28Q: 3 clusters Score -201911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -201917.421875 Penalty: 744.230591
	Iteration 29Q: 3 clusters Score -201917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -201922.765625 Penalty: 744.230591
	Iteration 30Q: 3 clusters Score -201922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -201927.031250 Penalty: 744.230591
	Iteration 31Q: 3 clusters Score -201927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -201931.796875 Penalty: 744.230591
	Iteration 32Q: 3 clusters Score -201931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -201938.609375 Penalty: 744.230591
	Iteration 33Q: 3 clusters Score -201938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -201945.328125 Penalty: 744.230591
	Iteration 34Q: 3 clusters Score -201945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -201949.015625 Penalty: 744.230591
	Iteration 35Q: 3 clusters Score -201949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -201951.953125 Penalty: 744.230591
	Iteration 36Q: 3 clusters Score -201952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -201955.031250 Penalty: 744.230591
	Iteration 37Q: 3 clusters Score -201955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -201958.015625 Penalty: 744.230591
	Iteration 38Q: 3 clusters Score -201958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -201961.109375 Penalty: 744.230591
	Iteration 39Q: 3 clusters Score -201961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -201962.546875 Penalty: 744.230591
	Iteration 40F: 3 clusters Score -201962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -201964.890625 Penalty: 744.230591
	Iteration 41Q: 3 clusters Score -201964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -201965.984375 Penalty: 744.230591
	Iteration 42Q: 3 clusters Score -201966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -201967.406250 Penalty: 744.230591
	Iteration 43Q: 3 clusters Score -201967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -201968.593750 Penalty: 744.230591
	Iteration 44Q: 3 clusters Score -201968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -201970.765625 Penalty: 744.230591
	Iteration 45Q: 3 clusters Score -201970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -201971.828125 Penalty: 744.230591
	Iteration 46Q: 3 clusters Score -201971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -201972.546875 Penalty: 744.230591
	Iteration 47Q: 3 clusters Score -201972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -201972.546875 Penalty: 744.230591
	Iteration 48F: 3 clusters Score -201972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -259135.421875 Penalty: 377.322357
	Iteration 0F: 2 clusters Score -259135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -256359.156250 Penalty: 754.644714
	Iteration 0F: 3 clusters Score -256359.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -257435.656250 Penalty: 754.644714
	Iteration 1F: 3 clusters Score -257435.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -257620.890625 Penalty: 754.644714
	Iteration 2F: 3 clusters Score -257620.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -257832.437500 Penalty: 754.644714
	Iteration 3F: 3 clusters Score -257832.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -258081.640625 Penalty: 754.644714
	Iteration 4F: 3 clusters Score -258081.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -258333.953125 Penalty: 754.644714
	Iteration 5F: 3 clusters Score -258334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -258540.796875 Penalty: 754.644714
	Iteration 6Q: 3 clusters Score -258540.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -258669.937500 Penalty: 754.644714
	Iteration 7Q: 3 clusters Score -258669.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -258732.156250 Penalty: 754.644714
	Iteration 8Q: 3 clusters Score -258732.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -258760.593750 Penalty: 754.644714
	Iteration 9Q: 3 clusters Score -258760.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -258780.078125 Penalty: 754.644714
	Iteration 10Q: 3 clusters Score -258780.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -258795.093750 Penalty: 754.644714
	Iteration 11Q: 3 clusters Score -258795.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -258809.750000 Penalty: 754.644714
	Iteration 12Q: 3 clusters Score -258809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -258824.375000 Penalty: 754.644714
	Iteration 13Q: 3 clusters Score -258824.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -258834.437500 Penalty: 754.644714
	Iteration 14Q: 3 clusters Score -258834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -258843.875000 Penalty: 754.644714
	Iteration 15Q: 3 clusters Score -258843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -258847.437500 Penalty: 754.644714
	Iteration 16Q: 3 clusters Score -258847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -258850.500000 Penalty: 754.644714
	Iteration 17Q: 3 clusters Score -258850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -258853.812500 Penalty: 754.644714
	Iteration 18Q: 3 clusters Score -258853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -258855.156250 Penalty: 754.644714
	Iteration 19Q: 3 clusters Score -258855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -258858.734375 Penalty: 754.644714
	Iteration 20F: 3 clusters Score -258858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -258858.984375 Penalty: 754.644714
	Iteration 21Q: 3 clusters Score -258859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -258858.984375 Penalty: 754.644714
	Iteration 22F: 3 clusters Score -258859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (88558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Entering Unmasked Estep 
Score: -5519489.000000 Penalty: 518.309265
	Iteration 0F: 2 clusters Score -5519489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5466283.000000 Penalty: 1036.618530
	Iteration 0F: 3 clusters Score -5466283 nChanged 43310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5492884.000000 Penalty: 1036.618530
	Iteration 1F: 3 clusters Score -5492884 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5494742.500000 Penalty: 1036.618530
	Iteration 2Q: 3 clusters Score -5494742 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5497473.500000 Penalty: 1036.618530
	Iteration 3F: 3 clusters Score -5497474 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5501508.000000 Penalty: 1036.618530
	Iteration 4F: 3 clusters Score -5501508 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5506404.000000 Penalty: 1036.618530
	Iteration 5F: 3 clusters Score -5506404 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5510022.500000 Penalty: 1036.618530
	Iteration 6F: 3 clusters Score -5510022 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -5511307.500000 Penalty: 1036.618530
	Iteration 7Q: 3 clusters Score -5511308 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -5511787.000000 Penalty: 1036.618530
	Iteration 8Q: 3 clusters Score -5511787 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -5512069.500000 Penalty: 1036.618530
	Iteration 9Q: 3 clusters Score -5512070 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5512304.500000 Penalty: 1036.618530
	Iteration 10Q: 3 clusters Score -5512304 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -5512617.500000 Penalty: 1036.618530
	Iteration 11Q: 3 clusters Score -5512618 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -5512937.500000 Penalty: 1036.618530
	Iteration 12Q: 3 clusters Score -5512938 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5513280.000000 Penalty: 1036.618530
	Iteration 13Q: 3 clusters Score -5513280 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -5513731.500000 Penalty: 1036.618530
	Iteration 14Q: 3 clusters Score -5513732 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5514252.500000 Penalty: 1036.618530
	Iteration 15Q: 3 clusters Score -5514252 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5514844.500000 Penalty: 1036.618530
	Iteration 16Q: 3 clusters Score -5514844 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5515444.000000 Penalty: 1036.618530
	Iteration 17Q: 3 clusters Score -5515444 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -5516153.000000 Penalty: 1036.618530
	Iteration 18Q: 3 clusters Score -5516153 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5516879.500000 Penalty: 1036.618530
	Iteration 19Q: 3 clusters Score -5516880 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5517513.500000 Penalty: 1036.618530
	Iteration 20F: 3 clusters Score -5517514 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5518098.500000 Penalty: 1036.618530
	Iteration 21Q: 3 clusters Score -5518098 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -5518647.000000 Penalty: 1036.618530
	Iteration 22Q: 3 clusters Score -5518647 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5519104.000000 Penalty: 1036.618530
	Iteration 23Q: 3 clusters Score -5519104 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5519570.000000 Penalty: 1036.618530
	Iteration 24Q: 3 clusters Score -5519570 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5519895.000000 Penalty: 1036.618530
	Iteration 25Q: 3 clusters Score -5519895 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -5520149.000000 Penalty: 1036.618530
	Iteration 26Q: 3 clusters Score -5520149 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -5520343.500000 Penalty: 1036.618530
	Iteration 27Q: 3 clusters Score -5520344 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5520684.000000 Penalty: 1036.618530
	Iteration 28Q: 3 clusters Score -5520684 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5521106.500000 Penalty: 1036.618530
	Iteration 29Q: 3 clusters Score -5521106 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5521496.500000 Penalty: 1036.618530
	Iteration 30Q: 3 clusters Score -5521496 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -5521781.000000 Penalty: 1036.618530
	Iteration 31Q: 3 clusters Score -5521781 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -5521991.500000 Penalty: 1036.618530
	Iteration 32Q: 3 clusters Score -5521992 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5522138.500000 Penalty: 1036.618530
	Iteration 33Q: 3 clusters Score -5522138 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78209 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5522185.500000 Penalty: 1036.618530
	Iteration 34Q: 3 clusters Score -5522186 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5522173.000000 Penalty: 1036.618530
	Iteration 35Q: 3 clusters Score -5522173 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -5522128.500000 Penalty: 1036.618530
	Iteration 36Q: 3 clusters Score -5522128 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5522023.000000 Penalty: 1036.618530
	Iteration 37Q: 3 clusters Score -5522023 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5521945.000000 Penalty: 1036.618530
	Iteration 38Q: 3 clusters Score -5521945 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5521760.000000 Penalty: 1036.618530
	Iteration 39Q: 3 clusters Score -5521760 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -5521579.000000 Penalty: 1036.618530
	Iteration 40F: 3 clusters Score -5521579 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -5521416.000000 Penalty: 1036.618530
	Iteration 41Q: 3 clusters Score -5521416 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5521233.000000 Penalty: 1036.618530
	Iteration 42Q: 3 clusters Score -5521233 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5521051.000000 Penalty: 1036.618530
	Iteration 43Q: 3 clusters Score -5521051 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5520857.500000 Penalty: 1036.618530
	Iteration 44Q: 3 clusters Score -5520858 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5520652.500000 Penalty: 1036.618530
	Iteration 45Q: 3 clusters Score -5520652 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5520478.000000 Penalty: 1036.618530
	Iteration 46Q: 3 clusters Score -5520478 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5520413.500000 Penalty: 1036.618530
	Iteration 47Q: 3 clusters Score -5520414 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5520328.500000 Penalty: 1036.618530
	Iteration 48Q: 3 clusters Score -5520328 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5520169.000000 Penalty: 1036.618530
	Iteration 49Q: 3 clusters Score -5520169 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5520052.000000 Penalty: 1036.618530
	Iteration 50Q: 3 clusters Score -5520052 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5519956.000000 Penalty: 1036.618530
	Iteration 51Q: 3 clusters Score -5519956 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5519804.500000 Penalty: 1036.618530
	Iteration 52Q: 3 clusters Score -5519804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5519721.500000 Penalty: 1036.618530
	Iteration 53Q: 3 clusters Score -5519722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5519673.000000 Penalty: 1036.618530
	Iteration 54Q: 3 clusters Score -5519673 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5519624.500000 Penalty: 1036.618530
	Iteration 55Q: 3 clusters Score -5519624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5519565.500000 Penalty: 1036.618530
	Iteration 56Q: 3 clusters Score -5519566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5519528.000000 Penalty: 1036.618530
	Iteration 57Q: 3 clusters Score -5519528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5519538.000000 Penalty: 1036.618530
	Iteration 58Q: 3 clusters Score -5519538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5519511.500000 Penalty: 1036.618530
	Iteration 59Q: 3 clusters Score -5519512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5519477.500000 Penalty: 1036.618530
	Iteration 60F: 3 clusters Score -5519478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5519463.000000 Penalty: 1036.618530
	Iteration 61Q: 3 clusters Score -5519463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5519418.500000 Penalty: 1036.618530
	Iteration 62Q: 3 clusters Score -5519418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5519411.000000 Penalty: 1036.618530
	Iteration 63Q: 3 clusters Score -5519411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5519380.500000 Penalty: 1036.618530
	Iteration 64Q: 3 clusters Score -5519380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5519358.500000 Penalty: 1036.618530
	Iteration 65Q: 3 clusters Score -5519358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5519368.000000 Penalty: 1036.618530
	Iteration 66Q: 3 clusters Score -5519368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5519368.000000 Penalty: 1036.618530
	Iteration 67Q: 3 clusters Score -5519368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5519353.000000 Penalty: 1036.618530
	Iteration 68Q: 3 clusters Score -5519353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5519343.000000 Penalty: 1036.618530
	Iteration 69Q: 3 clusters Score -5519343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5519345.000000 Penalty: 1036.618530
	Iteration 70Q: 3 clusters Score -5519345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5519345.500000 Penalty: 1036.618530
	Iteration 71Q: 3 clusters Score -5519346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5519341.500000 Penalty: 1036.618530
	Iteration 72Q: 3 clusters Score -5519342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5519322.000000 Penalty: 1036.618530
	Iteration 73Q: 3 clusters Score -5519322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5519330.000000 Penalty: 1036.618530
	Iteration 74Q: 3 clusters Score -5519330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5519339.000000 Penalty: 1036.618530
	Iteration 75Q: 3 clusters Score -5519339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5519327.000000 Penalty: 1036.618530
	Iteration 76Q: 3 clusters Score -5519327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5519316.500000 Penalty: 1036.618530
	Iteration 77Q: 3 clusters Score -5519316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5519326.000000 Penalty: 1036.618530
	Iteration 78Q: 3 clusters Score -5519326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5519320.500000 Penalty: 1036.618530
	Iteration 79Q: 3 clusters Score -5519320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5519324.000000 Penalty: 1036.618530
	Iteration 80F: 3 clusters Score -5519324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5519327.000000 Penalty: 1036.618530
	Iteration 81Q: 3 clusters Score -5519327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5519332.000000 Penalty: 1036.618530
	Iteration 82Q: 3 clusters Score -5519332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5519325.500000 Penalty: 1036.618530
	Iteration 83Q: 3 clusters Score -5519326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5519334.000000 Penalty: 1036.618530
	Iteration 84Q: 3 clusters Score -5519334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5519321.500000 Penalty: 1036.618530
	Iteration 85Q: 3 clusters Score -5519322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5519336.500000 Penalty: 1036.618530
	Iteration 86Q: 3 clusters Score -5519336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5519327.500000 Penalty: 1036.618530
	Iteration 87Q: 3 clusters Score -5519328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5519326.500000 Penalty: 1036.618530
	Iteration 88Q: 3 clusters Score -5519326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5519334.000000 Penalty: 1036.618530
	Iteration 89Q: 3 clusters Score -5519334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5519333.500000 Penalty: 1036.618530
	Iteration 90Q: 3 clusters Score -5519334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5519323.000000 Penalty: 1036.618530
	Iteration 91Q: 3 clusters Score -5519323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5519323.000000 Penalty: 1036.618530
	Iteration 92F: 3 clusters Score -5519323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -532288.000000 Penalty: 414.392731
	Iteration 0F: 2 clusters Score -532288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -526227.500000 Penalty: 828.785461
	Iteration 0F: 3 clusters Score -526227.5 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -528697.062500 Penalty: 828.785461
	Iteration 1F: 3 clusters Score -528697.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -528917.937500 Penalty: 828.785461
	Iteration 2F: 3 clusters Score -528917.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -529139.812500 Penalty: 828.785461
	Iteration 3F: 3 clusters Score -529139.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -529383.937500 Penalty: 828.785461
	Iteration 4F: 3 clusters Score -529383.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -529652.625000 Penalty: 828.785461
	Iteration 5F: 3 clusters Score -529652.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -529946.625000 Penalty: 828.785461
	Iteration 6F: 3 clusters Score -529946.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -530296.375000 Penalty: 828.785461
	Iteration 7Q: 3 clusters Score -530296.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -530635.500000 Penalty: 828.785461
	Iteration 8Q: 3 clusters Score -530635.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -530956.500000 Penalty: 828.785461
	Iteration 9Q: 3 clusters Score -530956.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -531213.625000 Penalty: 828.785461
	Iteration 10Q: 3 clusters Score -531213.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -531408.187500 Penalty: 828.785461
	Iteration 11Q: 3 clusters Score -531408.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -531537.875000 Penalty: 828.785461
	Iteration 12Q: 3 clusters Score -531537.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -531632.937500 Penalty: 828.785461
	Iteration 13Q: 3 clusters Score -531632.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -531698.312500 Penalty: 828.785461
	Iteration 14Q: 3 clusters Score -531698.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -531748.687500 Penalty: 828.785461
	Iteration 15Q: 3 clusters Score -531748.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -531786.937500 Penalty: 828.785461
	Iteration 16Q: 3 clusters Score -531786.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -531821.437500 Penalty: 828.785461
	Iteration 17Q: 3 clusters Score -531821.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -531840.250000 Penalty: 828.785461
	Iteration 18Q: 3 clusters Score -531840.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -531855.125000 Penalty: 828.785461
	Iteration 19Q: 3 clusters Score -531855.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -531867.875000 Penalty: 828.785461
	Iteration 20F: 3 clusters Score -531867.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -531890.750000 Penalty: 828.785461
	Iteration 21Q: 3 clusters Score -531890.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -531911.562500 Penalty: 828.785461
	Iteration 22Q: 3 clusters Score -531911.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -531922.000000 Penalty: 828.785461
	Iteration 23Q: 3 clusters Score -531922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -531929.125000 Penalty: 828.785461
	Iteration 24Q: 3 clusters Score -531929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -531938.250000 Penalty: 828.785461
	Iteration 25Q: 3 clusters Score -531938.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -531944.687500 Penalty: 828.785461
	Iteration 26Q: 3 clusters Score -531944.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -531952.062500 Penalty: 828.785461
	Iteration 27Q: 3 clusters Score -531952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -531958.875000 Penalty: 828.785461
	Iteration 28Q: 3 clusters Score -531958.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -531963.375000 Penalty: 828.785461
	Iteration 29Q: 3 clusters Score -531963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -531967.375000 Penalty: 828.785461
	Iteration 30Q: 3 clusters Score -531967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -531971.687500 Penalty: 828.785461
	Iteration 31Q: 3 clusters Score -531971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -531972.937500 Penalty: 828.785461
	Iteration 32Q: 3 clusters Score -531972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -531975.125000 Penalty: 828.785461
	Iteration 33Q: 3 clusters Score -531975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -531975.312500 Penalty: 828.785461
	Iteration 34Q: 3 clusters Score -531975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -531975.312500 Penalty: 828.785461
	Iteration 35F: 3 clusters Score -531975.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Entering Unmasked Estep 
Score: -1021699.625000 Penalty: 439.221954
	Iteration 0F: 2 clusters Score -1021700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1011366.437500 Penalty: 878.443909
	Iteration 0F: 3 clusters Score -1011366 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1015732.500000 Penalty: 878.443909
	Iteration 1F: 3 clusters Score -1015732 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1016036.687500 Penalty: 878.443909
	Iteration 2F: 3 clusters Score -1016037 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1016334.437500 Penalty: 878.443909
	Iteration 3Q: 3 clusters Score -1016334 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1016697.125000 Penalty: 878.443909
	Iteration 4Q: 3 clusters Score -1016697 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1017196.000000 Penalty: 878.443909
	Iteration 5F: 3 clusters Score -1017196 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1017920.437500 Penalty: 878.443909
	Iteration 6F: 3 clusters Score -1017920 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1018730.062500 Penalty: 878.443909
	Iteration 7F: 3 clusters Score -1018730 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1019303.312500 Penalty: 878.443909
	Iteration 8F: 3 clusters Score -1019303 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1019580.125000 Penalty: 878.443909
	Iteration 9Q: 3 clusters Score -1019580 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1019715.125000 Penalty: 878.443909
	Iteration 10Q: 3 clusters Score -1019715 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1019809.250000 Penalty: 878.443909
	Iteration 11Q: 3 clusters Score -1019809 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1019900.750000 Penalty: 878.443909
	Iteration 12Q: 3 clusters Score -1019901 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1019995.625000 Penalty: 878.443909
	Iteration 13Q: 3 clusters Score -1019996 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1020094.125000 Penalty: 878.443909
	Iteration 14Q: 3 clusters Score -1020094 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1020182.750000 Penalty: 878.443909
	Iteration 15Q: 3 clusters Score -1020183 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1020244.500000 Penalty: 878.443909
	Iteration 16Q: 3 clusters Score -1020244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1020281.437500 Penalty: 878.443909
	Iteration 17Q: 3 clusters Score -1020281 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1020321.562500 Penalty: 878.443909
	Iteration 18Q: 3 clusters Score -1020322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1020345.562500 Penalty: 878.443909
	Iteration 19Q: 3 clusters Score -1020346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1020364.750000 Penalty: 878.443909
	Iteration 20F: 3 clusters Score -1020365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1020383.062500 Penalty: 878.443909
	Iteration 21Q: 3 clusters Score -1020383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1020398.125000 Penalty: 878.443909
	Iteration 22Q: 3 clusters Score -1020398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1020414.312500 Penalty: 878.443909
	Iteration 23Q: 3 clusters Score -1020414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1020426.500000 Penalty: 878.443909
	Iteration 24Q: 3 clusters Score -1020426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1020435.562500 Penalty: 878.443909
	Iteration 25Q: 3 clusters Score -1020436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1020451.625000 Penalty: 878.443909
	Iteration 26Q: 3 clusters Score -1020452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1020473.375000 Penalty: 878.443909
	Iteration 27Q: 3 clusters Score -1020473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1020497.812500 Penalty: 878.443909
	Iteration 28Q: 3 clusters Score -1020498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1020523.500000 Penalty: 878.443909
	Iteration 29Q: 3 clusters Score -1020524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1020548.062500 Penalty: 878.443909
	Iteration 30Q: 3 clusters Score -1020548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1020574.187500 Penalty: 878.443909
	Iteration 31Q: 3 clusters Score -1020574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1020601.187500 Penalty: 878.443909
	Iteration 32Q: 3 clusters Score -1020601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1020624.312500 Penalty: 878.443909
	Iteration 33Q: 3 clusters Score -1020624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1020656.125000 Penalty: 878.443909
	Iteration 34Q: 3 clusters Score -1020656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1020688.687500 Penalty: 878.443909
	Iteration 35Q: 3 clusters Score -1020689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1020716.875000 Penalty: 878.443909
	Iteration 36Q: 3 clusters Score -1020717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1020746.625000 Penalty: 878.443909
	Iteration 37Q: 3 clusters Score -1020747 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1020769.500000 Penalty: 878.443909
	Iteration 38Q: 3 clusters Score -1020770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1020786.062500 Penalty: 878.443909
	Iteration 39Q: 3 clusters Score -1020786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1020802.125000 Penalty: 878.443909
	Iteration 40F: 3 clusters Score -1020802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1020817.750000 Penalty: 878.443909
	Iteration 41Q: 3 clusters Score -1020818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1020833.875000 Penalty: 878.443909
	Iteration 42Q: 3 clusters Score -1020834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1020853.812500 Penalty: 878.443909
	Iteration 43Q: 3 clusters Score -1020854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1020876.187500 Penalty: 878.443909
	Iteration 44Q: 3 clusters Score -1020876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1020898.562500 Penalty: 878.443909
	Iteration 45Q: 3 clusters Score -1020899 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1020922.625000 Penalty: 878.443909
	Iteration 46Q: 3 clusters Score -1020923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1020952.375000 Penalty: 878.443909
	Iteration 47Q: 3 clusters Score -1020952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1020981.625000 Penalty: 878.443909
	Iteration 48Q: 3 clusters Score -1020982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1021017.937500 Penalty: 878.443909
	Iteration 49Q: 3 clusters Score -1021018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1021042.562500 Penalty: 878.443909
	Iteration 50Q: 3 clusters Score -1021043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1021071.125000 Penalty: 878.443909
	Iteration 51Q: 3 clusters Score -1021071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1021088.687500 Penalty: 878.443909
	Iteration 52Q: 3 clusters Score -1021089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1021108.750000 Penalty: 878.443909
	Iteration 53Q: 3 clusters Score -1021109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1021126.687500 Penalty: 878.443909
	Iteration 54Q: 3 clusters Score -1021127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1021135.187500 Penalty: 878.443909
	Iteration 55Q: 3 clusters Score -1021135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1021152.437500 Penalty: 878.443909
	Iteration 56Q: 3 clusters Score -1021152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1021166.062500 Penalty: 878.443909
	Iteration 57Q: 3 clusters Score -1021166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1021181.375000 Penalty: 878.443909
	Iteration 58Q: 3 clusters Score -1021181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1021200.187500 Penalty: 878.443909
	Iteration 59Q: 3 clusters Score -1021200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1021213.437500 Penalty: 878.443909
	Iteration 60F: 3 clusters Score -1021213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1021224.312500 Penalty: 878.443909
	Iteration 61Q: 3 clusters Score -1021224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1021238.750000 Penalty: 878.443909
	Iteration 62Q: 3 clusters Score -1021239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1021259.875000 Penalty: 878.443909
	Iteration 63Q: 3 clusters Score -1021260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1021277.250000 Penalty: 878.443909
	Iteration 64Q: 3 clusters Score -1021277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1021290.937500 Penalty: 878.443909
	Iteration 65Q: 3 clusters Score -1021291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1021302.187500 Penalty: 878.443909
	Iteration 66Q: 3 clusters Score -1021302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1021308.375000 Penalty: 878.443909
	Iteration 67Q: 3 clusters Score -1021308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1021316.125000 Penalty: 878.443909
	Iteration 68Q: 3 clusters Score -1021316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1021322.812500 Penalty: 878.443909
	Iteration 69Q: 3 clusters Score -1021323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1021326.937500 Penalty: 878.443909
	Iteration 70Q: 3 clusters Score -1021327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1021332.187500 Penalty: 878.443909
	Iteration 71Q: 3 clusters Score -1021332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1021337.312500 Penalty: 878.443909
	Iteration 72Q: 3 clusters Score -1021337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1021341.812500 Penalty: 878.443909
	Iteration 73Q: 3 clusters Score -1021342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1021344.000000 Penalty: 878.443909
	Iteration 74Q: 3 clusters Score -1021344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1021347.250000 Penalty: 878.443909
	Iteration 75Q: 3 clusters Score -1021347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1021350.937500 Penalty: 878.443909
	Iteration 76Q: 3 clusters Score -1021351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1021351.312500 Penalty: 878.443909
	Iteration 77Q: 3 clusters Score -1021351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1021351.125000 Penalty: 878.443909
	Iteration 78Q: 3 clusters Score -1021351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1021352.687500 Penalty: 878.443909
	Iteration 79Q: 3 clusters Score -1021353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1021353.750000 Penalty: 878.443909
	Iteration 80F: 3 clusters Score -1021354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1021352.062500 Penalty: 878.443909
	Iteration 81Q: 3 clusters Score -1021352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1021352.562500 Penalty: 878.443909
	Iteration 82Q: 3 clusters Score -1021353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1021352.562500 Penalty: 878.443909
	Iteration 83F: 3 clusters Score -1021353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Entering Unmasked Estep 
Score: -4843036.500000 Penalty: 512.027466
	Iteration 0F: 2 clusters Score -4843036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4792268.000000 Penalty: 1024.054932
	Iteration 0F: 3 clusters Score -4792268 nChanged 37620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4815979.500000 Penalty: 1024.054932
	Iteration 1F: 3 clusters Score -4815980 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -4818503.000000 Penalty: 1024.054932
	Iteration 2F: 3 clusters Score -4818503 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4822472.500000 Penalty: 1024.054932
	Iteration 3F: 3 clusters Score -4822472 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4827349.000000 Penalty: 1024.054932
	Iteration 4F: 3 clusters Score -4827349 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4830206.500000 Penalty: 1024.054932
	Iteration 5F: 3 clusters Score -4830206 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -4831187.500000 Penalty: 1024.054932
	Iteration 6Q: 3 clusters Score -4831188 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4831478.000000 Penalty: 1024.054932
	Iteration 7Q: 3 clusters Score -4831478 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4831750.000000 Penalty: 1024.054932
	Iteration 8Q: 3 clusters Score -4831750 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4832040.000000 Penalty: 1024.054932
	Iteration 9Q: 3 clusters Score -4832040 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4832299.500000 Penalty: 1024.054932
	Iteration 10Q: 3 clusters Score -4832300 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4832639.500000 Penalty: 1024.054932
	Iteration 11Q: 3 clusters Score -4832640 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4832889.000000 Penalty: 1024.054932
	Iteration 12Q: 3 clusters Score -4832889 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4833234.500000 Penalty: 1024.054932
	Iteration 13Q: 3 clusters Score -4833234 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4833600.500000 Penalty: 1024.054932
	Iteration 14Q: 3 clusters Score -4833600 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4833938.500000 Penalty: 1024.054932
	Iteration 15Q: 3 clusters Score -4833938 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4834318.000000 Penalty: 1024.054932
	Iteration 16Q: 3 clusters Score -4834318 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4834702.500000 Penalty: 1024.054932
	Iteration 17Q: 3 clusters Score -4834702 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4835088.500000 Penalty: 1024.054932
	Iteration 18Q: 3 clusters Score -4835088 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4835552.500000 Penalty: 1024.054932
	Iteration 19Q: 3 clusters Score -4835552 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4835991.000000 Penalty: 1024.054932
	Iteration 20F: 3 clusters Score -4835991 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4836413.000000 Penalty: 1024.054932
	Iteration 21Q: 3 clusters Score -4836413 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -4836876.500000 Penalty: 1024.054932
	Iteration 22Q: 3 clusters Score -4836876 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4837375.500000 Penalty: 1024.054932
	Iteration 23Q: 3 clusters Score -4837376 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4837855.000000 Penalty: 1024.054932
	Iteration 24Q: 3 clusters Score -4837855 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4838441.000000 Penalty: 1024.054932
	Iteration 25Q: 3 clusters Score -4838441 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4838980.500000 Penalty: 1024.054932
	Iteration 26Q: 3 clusters Score -4838980 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4839509.500000 Penalty: 1024.054932
	Iteration 27Q: 3 clusters Score -4839510 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4840077.500000 Penalty: 1024.054932
	Iteration 28Q: 3 clusters Score -4840078 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4840750.500000 Penalty: 1024.054932
	Iteration 29Q: 3 clusters Score -4840750 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4841408.500000 Penalty: 1024.054932
	Iteration 30Q: 3 clusters Score -4841408 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4841938.000000 Penalty: 1024.054932
	Iteration 31Q: 3 clusters Score -4841938 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4842252.000000 Penalty: 1024.054932
	Iteration 32Q: 3 clusters Score -4842252 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4842467.000000 Penalty: 1024.054932
	Iteration 33Q: 3 clusters Score -4842467 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4842666.000000 Penalty: 1024.054932
	Iteration 34Q: 3 clusters Score -4842666 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4842777.500000 Penalty: 1024.054932
	Iteration 35Q: 3 clusters Score -4842778 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4842826.500000 Penalty: 1024.054932
	Iteration 36Q: 3 clusters Score -4842826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4842845.500000 Penalty: 1024.054932
	Iteration 37Q: 3 clusters Score -4842846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4842851.000000 Penalty: 1024.054932
	Iteration 38Q: 3 clusters Score -4842851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4842839.000000 Penalty: 1024.054932
	Iteration 39Q: 3 clusters Score -4842839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4842842.000000 Penalty: 1024.054932
	Iteration 40F: 3 clusters Score -4842842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4842826.500000 Penalty: 1024.054932
	Iteration 41Q: 3 clusters Score -4842826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4842819.500000 Penalty: 1024.054932
	Iteration 42Q: 3 clusters Score -4842820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4842813.000000 Penalty: 1024.054932
	Iteration 43Q: 3 clusters Score -4842813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4842824.000000 Penalty: 1024.054932
	Iteration 44Q: 3 clusters Score -4842824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4842838.500000 Penalty: 1024.054932
	Iteration 45Q: 3 clusters Score -4842838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4842832.000000 Penalty: 1024.054932
	Iteration 46Q: 3 clusters Score -4842832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4842835.500000 Penalty: 1024.054932
	Iteration 47Q: 3 clusters Score -4842836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4842836.500000 Penalty: 1024.054932
	Iteration 48Q: 3 clusters Score -4842836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4842829.500000 Penalty: 1024.054932
	Iteration 49Q: 3 clusters Score -4842830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4842830.000000 Penalty: 1024.054932
	Iteration 50Q: 3 clusters Score -4842830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4842835.500000 Penalty: 1024.054932
	Iteration 51Q: 3 clusters Score -4842836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4842841.500000 Penalty: 1024.054932
	Iteration 52Q: 3 clusters Score -4842842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4842842.000000 Penalty: 1024.054932
	Iteration 53Q: 3 clusters Score -4842842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4842849.000000 Penalty: 1024.054932
	Iteration 54Q: 3 clusters Score -4842849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4842848.000000 Penalty: 1024.054932
	Iteration 55Q: 3 clusters Score -4842848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4842854.500000 Penalty: 1024.054932
	Iteration 56Q: 3 clusters Score -4842854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4842855.500000 Penalty: 1024.054932
	Iteration 57Q: 3 clusters Score -4842856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4842857.000000 Penalty: 1024.054932
	Iteration 58Q: 3 clusters Score -4842857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4842872.000000 Penalty: 1024.054932
	Iteration 59Q: 3 clusters Score -4842872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4842872.500000 Penalty: 1024.054932
	Iteration 60F: 3 clusters Score -4842872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4842874.500000 Penalty: 1024.054932
	Iteration 61Q: 3 clusters Score -4842874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4842875.500000 Penalty: 1024.054932
	Iteration 62Q: 3 clusters Score -4842876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4842876.500000 Penalty: 1024.054932
	Iteration 63Q: 3 clusters Score -4842876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4842874.000000 Penalty: 1024.054932
	Iteration 64Q: 3 clusters Score -4842874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4842871.000000 Penalty: 1024.054932
	Iteration 65Q: 3 clusters Score -4842871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4842871.000000 Penalty: 1024.054932
	Iteration 66Q: 3 clusters Score -4842871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4842870.000000 Penalty: 1024.054932
	Iteration 67Q: 3 clusters Score -4842870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4842870.000000 Penalty: 1024.054932
	Iteration 68Q: 3 clusters Score -4842870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4842872.000000 Penalty: 1024.054932
	Iteration 69Q: 3 clusters Score -4842872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4842873.000000 Penalty: 1024.054932
	Iteration 70Q: 3 clusters Score -4842873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4842871.500000 Penalty: 1024.054932
	Iteration 71Q: 3 clusters Score -4842872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4842871.500000 Penalty: 1024.054932
	Iteration 72Q: 3 clusters Score -4842872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4842871.500000 Penalty: 1024.054932
	Iteration 73F: 3 clusters Score -4842872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -96819.835938 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -96819.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -95695.812500 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -95695.81 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -96039.914062 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -96039.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -96079.578125 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -96079.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -96114.601562 Penalty: 665.926758
	Iteration 3Q: 3 clusters Score -96114.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -96158.406250 Penalty: 665.926758
	Iteration 4Q: 3 clusters Score -96158.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -96201.179688 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -96201.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -96236.062500 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -96236.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -96259.148438 Penalty: 665.926758
	Iteration 7Q: 3 clusters Score -96259.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -96284.250000 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -96284.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -96305.593750 Penalty: 665.926758
	Iteration 9Q: 3 clusters Score -96305.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -96318.601562 Penalty: 665.926758
	Iteration 10Q: 3 clusters Score -96318.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -96325.078125 Penalty: 665.926758
	Iteration 11Q: 3 clusters Score -96325.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -96332.796875 Penalty: 665.926758
	Iteration 12Q: 3 clusters Score -96332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -96343.867188 Penalty: 665.926758
	Iteration 13Q: 3 clusters Score -96343.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -96352.703125 Penalty: 665.926758
	Iteration 14Q: 3 clusters Score -96352.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -96361.960938 Penalty: 665.926758
	Iteration 15Q: 3 clusters Score -96361.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96369.304688 Penalty: 665.926758
	Iteration 16Q: 3 clusters Score -96369.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -96373.460938 Penalty: 665.926758
	Iteration 17Q: 3 clusters Score -96373.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -96377.492188 Penalty: 665.926758
	Iteration 18Q: 3 clusters Score -96377.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -96381.492188 Penalty: 665.926758
	Iteration 19Q: 3 clusters Score -96381.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -96385.835938 Penalty: 665.926758
	Iteration 20F: 3 clusters Score -96385.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96388.398438 Penalty: 665.926758
	Iteration 21Q: 3 clusters Score -96388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96389.789062 Penalty: 665.926758
	Iteration 22Q: 3 clusters Score -96389.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96391.320312 Penalty: 665.926758
	Iteration 23Q: 3 clusters Score -96391.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96395.117188 Penalty: 665.926758
	Iteration 24Q: 3 clusters Score -96395.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96400.210938 Penalty: 665.926758
	Iteration 25Q: 3 clusters Score -96400.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -96404.304688 Penalty: 665.926758
	Iteration 26Q: 3 clusters Score -96404.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96410.398438 Penalty: 665.926758
	Iteration 27Q: 3 clusters Score -96410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -96414.281250 Penalty: 665.926758
	Iteration 28Q: 3 clusters Score -96414.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -96419.093750 Penalty: 665.926758
	Iteration 29Q: 3 clusters Score -96419.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96426.507812 Penalty: 665.926758
	Iteration 30Q: 3 clusters Score -96426.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -96434.187500 Penalty: 665.926758
	Iteration 31Q: 3 clusters Score -96434.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -96440.218750 Penalty: 665.926758
	Iteration 32Q: 3 clusters Score -96440.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96448.031250 Penalty: 665.926758
	Iteration 33Q: 3 clusters Score -96448.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96456.773438 Penalty: 665.926758
	Iteration 34Q: 3 clusters Score -96456.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96472.804688 Penalty: 665.926758
	Iteration 35Q: 3 clusters Score -96472.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96492.914062 Penalty: 665.926758
	Iteration 36Q: 3 clusters Score -96492.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96510.039062 Penalty: 665.926758
	Iteration 37Q: 3 clusters Score -96510.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96529.531250 Penalty: 665.926758
	Iteration 38Q: 3 clusters Score -96529.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96547.609375 Penalty: 665.926758
	Iteration 39Q: 3 clusters Score -96547.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96563.687500 Penalty: 665.926758
	Iteration 40F: 3 clusters Score -96563.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96574.664062 Penalty: 665.926758
	Iteration 41Q: 3 clusters Score -96574.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96582.718750 Penalty: 665.926758
	Iteration 42Q: 3 clusters Score -96582.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96591.523438 Penalty: 665.926758
	Iteration 43Q: 3 clusters Score -96591.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96595.710938 Penalty: 665.926758
	Iteration 44Q: 3 clusters Score -96595.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96598.484375 Penalty: 665.926758
	Iteration 45Q: 3 clusters Score -96598.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96599.070312 Penalty: 665.926758
	Iteration 46Q: 3 clusters Score -96599.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96599.343750 Penalty: 665.926758
	Iteration 47Q: 3 clusters Score -96599.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96599.765625 Penalty: 665.926758
	Iteration 48Q: 3 clusters Score -96599.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96599.765625 Penalty: 665.926758
	Iteration 49F: 3 clusters Score -96599.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Entering Unmasked Estep 
Score: -4772909.500000 Penalty: 513.540955
	Iteration 0F: 2 clusters Score -4772910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4719501.000000 Penalty: 1027.081909
	Iteration 0F: 3 clusters Score -4719501 nChanged 39128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4745342.000000 Penalty: 1027.081909
	Iteration 1F: 3 clusters Score -4745342 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -4748247.000000 Penalty: 1027.081909
	Iteration 2F: 3 clusters Score -4748247 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4752431.500000 Penalty: 1027.081909
	Iteration 3F: 3 clusters Score -4752432 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4757170.000000 Penalty: 1027.081909
	Iteration 4F: 3 clusters Score -4757170 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4761561.000000 Penalty: 1027.081909
	Iteration 5F: 3 clusters Score -4761561 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4764438.500000 Penalty: 1027.081909
	Iteration 6F: 3 clusters Score -4764438 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4765443.000000 Penalty: 1027.081909
	Iteration 7Q: 3 clusters Score -4765443 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4765843.500000 Penalty: 1027.081909
	Iteration 8Q: 3 clusters Score -4765844 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4766089.500000 Penalty: 1027.081909
	Iteration 9Q: 3 clusters Score -4766090 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4766401.500000 Penalty: 1027.081909
	Iteration 10Q: 3 clusters Score -4766402 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -4766630.500000 Penalty: 1027.081909
	Iteration 11Q: 3 clusters Score -4766630 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4766848.500000 Penalty: 1027.081909
	Iteration 12Q: 3 clusters Score -4766848 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4767032.500000 Penalty: 1027.081909
	Iteration 13Q: 3 clusters Score -4767032 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4767200.000000 Penalty: 1027.081909
	Iteration 14Q: 3 clusters Score -4767200 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4767366.000000 Penalty: 1027.081909
	Iteration 15Q: 3 clusters Score -4767366 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4767523.000000 Penalty: 1027.081909
	Iteration 16Q: 3 clusters Score -4767523 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -4767653.000000 Penalty: 1027.081909
	Iteration 17Q: 3 clusters Score -4767653 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4767748.500000 Penalty: 1027.081909
	Iteration 18Q: 3 clusters Score -4767748 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4767875.000000 Penalty: 1027.081909
	Iteration 19Q: 3 clusters Score -4767875 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4767968.500000 Penalty: 1027.081909
	Iteration 20F: 3 clusters Score -4767968 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4768105.500000 Penalty: 1027.081909
	Iteration 21Q: 3 clusters Score -4768106 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4768272.000000 Penalty: 1027.081909
	Iteration 22Q: 3 clusters Score -4768272 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4768380.500000 Penalty: 1027.081909
	Iteration 23Q: 3 clusters Score -4768380 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4768490.000000 Penalty: 1027.081909
	Iteration 24Q: 3 clusters Score -4768490 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4768615.000000 Penalty: 1027.081909
	Iteration 25Q: 3 clusters Score -4768615 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4768683.500000 Penalty: 1027.081909
	Iteration 26Q: 3 clusters Score -4768684 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4768778.500000 Penalty: 1027.081909
	Iteration 27Q: 3 clusters Score -4768778 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4768925 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4769022.000000 Penalty: 1027.081909
	Iteration 29Q: 3 clusters Score -4769022 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4769121.500000 Penalty: 1027.081909
	Iteration 30Q: 3 clusters Score -4769122 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4769155.000000 Penalty: 1027.081909
	Iteration 31Q: 3 clusters Score -4769155 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4769232.500000 Penalty: 1027.081909
	Iteration 32Q: 3 clusters Score -4769232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4769290.000000 Penalty: 1027.081909
	Iteration 33Q: 3 clusters Score -4769290 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4769320.500000 Penalty: 1027.081909
	Iteration 34Q: 3 clusters Score -4769320 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4769353.000000 Penalty: 1027.081909
	Iteration 35Q: 3 clusters Score -4769353 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4769413.500000 Penalty: 1027.081909
	Iteration 36Q: 3 clusters Score -4769414 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4769452.000000 Penalty: 1027.081909
	Iteration 37Q: 3 clusters Score -4769452 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4769487.000000 Penalty: 1027.081909
	Iteration 38Q: 3 clusters Score -4769487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4769542.500000 Penalty: 1027.081909
	Iteration 39Q: 3 clusters Score -4769542 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4769609.000000 Penalty: 1027.081909
	Iteration 40F: 3 clusters Score -4769609 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4769656.000000 Penalty: 1027.081909
	Iteration 41Q: 3 clusters Score -4769656 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4769742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4769783.500000 Penalty: 1027.081909
	Iteration 43Q: 3 clusters Score -4769784 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4769825.000000 Penalty: 1027.081909
	Iteration 44Q: 3 clusters Score -4769825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4769853.000000 Penalty: 1027.081909
	Iteration 45Q: 3 clusters Score -4769853 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4769916.000000 Penalty: 1027.081909
	Iteration 46Q: 3 clusters Score -4769916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4769957.000000 Penalty: 1027.081909
	Iteration 47Q: 3 clusters Score -4769957 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4770019.000000 Penalty: 1027.081909
	Iteration 48Q: 3 clusters Score -4770019 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4770062.000000 Penalty: 1027.081909
	Iteration 49Q: 3 clusters Score -4770062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4770110.000000 Penalty: 1027.081909
	Iteration 50Q: 3 clusters Score -4770110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4770137.000000 Penalty: 1027.081909
	Iteration 51Q: 3 clusters Score -4770137 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4770170.500000 Penalty: 1027.081909
	Iteration 52Q: 3 clusters Score -4770170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4770207.000000 Penalty: 1027.081909
	Iteration 53Q: 3 clusters Score -4770207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4770253.500000 Penalty: 1027.081909
	Iteration 54Q: 3 clusters Score -4770254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4770296.500000 Penalty: 1027.081909
	Iteration 55Q: 3 clusters Score -4770296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4770326.000000 Penalty: 1027.081909
	Iteration 56Q: 3 clusters Score -4770326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4770384.500000 Penalty: 1027.081909
	Iteration 57Q: 3 clusters Score -4770384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4770415.000000 Penalty: 1027.081909
	Iteration 58Q: 3 clusters Score -4770415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4770447.500000 Penalty: 1027.081909
	Iteration 59Q: 3 clusters Score -4770448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4770488.500000 Penalty: 1027.081909
	Iteration 60F: 3 clusters Score -4770488 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4770513.000000 Penalty: 1027.081909
	Iteration 61Q: 3 clusters Score -4770513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4770526.500000 Penalty: 1027.081909
	Iteration 62Q: 3 clusters Score -4770526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4770560.500000 Penalty: 1027.081909
	Iteration 63Q: 3 clusters Score -4770560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4770577.000000 Penalty: 1027.081909
	Iteration 64Q: 3 clusters Score -4770577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4770591.000000 Penalty: 1027.081909
	Iteration 65Q: 3 clusters Score -4770591 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4770619.000000 Penalty: 1027.081909
	Iteration 66Q: 3 clusters Score -4770619 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4770650.000000 Penalty: 1027.081909
	Iteration 67Q: 3 clusters Score -4770650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4770669.500000 Penalty: 1027.081909
	Iteration 68Q: 3 clusters Score -4770670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4770698.000000 Penalty: 1027.081909
	Iteration 69Q: 3 clusters Score -4770698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4770714.500000 Penalty: 1027.081909
	Iteration 70Q: 3 clusters Score -4770714 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -4770747.000000 Penalty: 1027.081909
	Iteration 71Q: 3 clusters Score -4770747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4770790.000000 Penalty: 1027.081909
	Iteration 72Q: 3 clusters Score -4770790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4770817.000000 Penalty: 1027.081909
	Iteration 73Q: 3 clusters Score -4770817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -4770845.500000 Penalty: 1027.081909
	Iteration 74Q: 3 clusters Score -4770846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4770859.500000 Penalty: 1027.081909
	Iteration 75Q: 3 clusters Score -4770860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4770874.000000 Penalty: 1027.081909
	Iteration 76Q: 3 clusters Score -4770874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4770877.500000 Penalty: 1027.081909
	Iteration 77Q: 3 clusters Score -4770878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -4770900.000000 Penalty: 1027.081909
	Iteration 78Q: 3 clusters Score -4770900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4770900.500000 Penalty: 1027.081909
	Iteration 79Q: 3 clusters Score -4770900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4770914.000000 Penalty: 1027.081909
	Iteration 80F: 3 clusters Score -4770914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4770940.000000 Penalty: 1027.081909
	Iteration 81Q: 3 clusters Score -4770940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4770955.500000 Penalty: 1027.081909
	Iteration 82Q: 3 clusters Score -4770956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4770977.000000 Penalty: 1027.081909
	Iteration 83Q: 3 clusters Score -4770977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4770998.000000 Penalty: 1027.081909
	Iteration 84Q: 3 clusters Score -4770998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4771009.500000 Penalty: 1027.081909
	Iteration 85Q: 3 clusters Score -4771010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4771017.000000 Penalty: 1027.081909
	Iteration 86Q: 3 clusters Score -4771017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4771050.500000 Penalty: 1027.081909
	Iteration 87Q: 3 clusters Score -4771050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4771078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4771081.500000 Penalty: 1027.081909
	Iteration 89Q: 3 clusters Score -4771082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4771098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4771113.500000 Penalty: 1027.081909
	Iteration 91Q: 3 clusters Score -4771114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4771132.000000 Penalty: 1027.081909
	Iteration 92Q: 3 clusters Score -4771132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4771151.500000 Penalty: 1027.081909
	Iteration 93Q: 3 clusters Score -4771152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4771158.000000 Penalty: 1027.081909
	Iteration 94Q: 3 clusters Score -4771158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4771165.500000 Penalty: 1027.081909
	Iteration 95Q: 3 clusters Score -4771166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4771179.500000 Penalty: 1027.081909
	Iteration 96Q: 3 clusters Score -4771180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4771180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4771181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4771184.500000 Penalty: 1027.081909
	Iteration 99Q: 3 clusters Score -4771184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4771184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4771180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4771194.000000 Penalty: 1027.081909
	Iteration 102Q: 3 clusters Score -4771194 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4771206.000000 Penalty: 1027.081909
	Iteration 103Q: 3 clusters Score -4771206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4771213.000000 Penalty: 1027.081909
	Iteration 104Q: 3 clusters Score -4771213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4771215.500000 Penalty: 1027.081909
	Iteration 105Q: 3 clusters Score -4771216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4771218.500000 Penalty: 1027.081909
	Iteration 106Q: 3 clusters Score -4771218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4771224.500000 Penalty: 1027.081909
	Iteration 107Q: 3 clusters Score -4771224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -4771224.000000 Penalty: 1027.081909
	Iteration 108Q: 3 clusters Score -4771224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4771245.500000 Penalty: 1027.081909
	Iteration 109Q: 3 clusters Score -4771246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4771254.000000 Penalty: 1027.081909
	Iteration 110Q: 3 clusters Score -4771254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4771267.000000 Penalty: 1027.081909
	Iteration 111Q: 3 clusters Score -4771267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4771278.000000 Penalty: 1027.081909
	Iteration 112Q: 3 clusters Score -4771278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4771292.500000 Penalty: 1027.081909
	Iteration 113Q: 3 clusters Score -4771292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -4771301.500000 Penalty: 1027.081909
	Iteration 114Q: 3 clusters Score -4771302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4771307.500000 Penalty: 1027.081909
	Iteration 115Q: 3 clusters Score -4771308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4771320.000000 Penalty: 1027.081909
	Iteration 116Q: 3 clusters Score -4771320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -4771343.500000 Penalty: 1027.081909
	Iteration 117Q: 3 clusters Score -4771344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4771355.500000 Penalty: 1027.081909
	Iteration 118Q: 3 clusters Score -4771356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4771366.000000 Penalty: 1027.081909
	Iteration 119Q: 3 clusters Score -4771366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4771357.500000 Penalty: 1027.081909
	Iteration 120F: 3 clusters Score -4771358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4771364.000000 Penalty: 1027.081909
	Iteration 121Q: 3 clusters Score -4771364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4771368.500000 Penalty: 1027.081909
	Iteration 122Q: 3 clusters Score -4771368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4771371.000000 Penalty: 1027.081909
	Iteration 123Q: 3 clusters Score -4771371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4771386.500000 Penalty: 1027.081909
	Iteration 124Q: 3 clusters Score -4771386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4771391.000000 Penalty: 1027.081909
	Iteration 125Q: 3 clusters Score -4771391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4771397.500000 Penalty: 1027.081909
	Iteration 126Q: 3 clusters Score -4771398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4771414.000000 Penalty: 1027.081909
	Iteration 127Q: 3 clusters Score -4771414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4771415.500000 Penalty: 1027.081909
	Iteration 128Q: 3 clusters Score -4771416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4771417.500000 Penalty: 1027.081909
	Iteration 129Q: 3 clusters Score -4771418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4771422.500000 Penalty: 1027.081909
	Iteration 130Q: 3 clusters Score -4771422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4771424.000000 Penalty: 1027.081909
	Iteration 131Q: 3 clusters Score -4771424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4771425.000000 Penalty: 1027.081909
	Iteration 132Q: 3 clusters Score -4771425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4771437.500000 Penalty: 1027.081909
	Iteration 133Q: 3 clusters Score -4771438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4771451.000000 Penalty: 1027.081909
	Iteration 134Q: 3 clusters Score -4771451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4771455.500000 Penalty: 1027.081909
	Iteration 135Q: 3 clusters Score -4771456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4771471.000000 Penalty: 1027.081909
	Iteration 136Q: 3 clusters Score -4771471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4771483.500000 Penalty: 1027.081909
	Iteration 137Q: 3 clusters Score -4771484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4771485.500000 Penalty: 1027.081909
	Iteration 138Q: 3 clusters Score -4771486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4771498.000000 Penalty: 1027.081909
	Iteration 139Q: 3 clusters Score -4771498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4771503.500000 Penalty: 1027.081909
	Iteration 140F: 3 clusters Score -4771504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4771504.500000 Penalty: 1027.081909
	Iteration 141Q: 3 clusters Score -4771504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4771504.500000 Penalty: 1027.081909
	Iteration 142Q: 3 clusters Score -4771504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4771508.500000 Penalty: 1027.081909
	Iteration 143Q: 3 clusters Score -4771508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4771509.500000 Penalty: 1027.081909
	Iteration 144Q: 3 clusters Score -4771510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4771513.500000 Penalty: 1027.081909
	Iteration 145Q: 3 clusters Score -4771514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4771519.000000 Penalty: 1027.081909
	Iteration 146Q: 3 clusters Score -4771519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4771520.500000 Penalty: 1027.081909
	Iteration 147Q: 3 clusters Score -4771520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4771523.000000 Penalty: 1027.081909
	Iteration 148Q: 3 clusters Score -4771523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4771521.000000 Penalty: 1027.081909
	Iteration 149Q: 3 clusters Score -4771521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4771532.000000 Penalty: 1027.081909
	Iteration 150Q: 3 clusters Score -4771532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4771529.500000 Penalty: 1027.081909
	Iteration 151Q: 3 clusters Score -4771530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4771536.000000 Penalty: 1027.081909
	Iteration 152Q: 3 clusters Score -4771536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4771538.000000 Penalty: 1027.081909
	Iteration 153Q: 3 clusters Score -4771538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4771538.500000 Penalty: 1027.081909
	Iteration 154Q: 3 clusters Score -4771538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4771536.000000 Penalty: 1027.081909
	Iteration 155Q: 3 clusters Score -4771536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4771532.000000 Penalty: 1027.081909
	Iteration 156Q: 3 clusters Score -4771532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4771536.500000 Penalty: 1027.081909
	Iteration 157Q: 3 clusters Score -4771536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4771533.000000 Penalty: 1027.081909
	Iteration 158Q: 3 clusters Score -4771533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4771537.000000 Penalty: 1027.081909
	Iteration 159Q: 3 clusters Score -4771537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4771537.500000 Penalty: 1027.081909
	Iteration 160F: 3 clusters Score -4771538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4771537.500000 Penalty: 1027.081909
	Iteration 161Q: 3 clusters Score -4771538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4771543.000000 Penalty: 1027.081909
	Iteration 162Q: 3 clusters Score -4771543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4771542.000000 Penalty: 1027.081909
	Iteration 163Q: 3 clusters Score -4771542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4771538.000000 Penalty: 1027.081909
	Iteration 164Q: 3 clusters Score -4771538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4771546.000000 Penalty: 1027.081909
	Iteration 165Q: 3 clusters Score -4771546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4771542.000000 Penalty: 1027.081909
	Iteration 166Q: 3 clusters Score -4771542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4771543.000000 Penalty: 1027.081909
	Iteration 167Q: 3 clusters Score -4771543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4771547.500000 Penalty: 1027.081909
	Iteration 168Q: 3 clusters Score -4771548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4771545.500000 Penalty: 1027.081909
	Iteration 169Q: 3 clusters Score -4771546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4771550.500000 Penalty: 1027.081909
	Iteration 170Q: 3 clusters Score -4771550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4771556.000000 Penalty: 1027.081909
	Iteration 171Q: 3 clusters Score -4771556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4771556.000000 Penalty: 1027.081909
	Iteration 172F: 3 clusters Score -4771556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Entering Unmasked Estep 
Score: -2074365.625000 Penalty: 471.754333
	Iteration 0F: 2 clusters Score -2074366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2053420.375000 Penalty: 943.508667
	Iteration 0F: 3 clusters Score -2053420 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2062253.125000 Penalty: 943.508667
	Iteration 1F: 3 clusters Score -2062253 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2062803.625000 Penalty: 943.508667
	Iteration 2Q: 3 clusters Score -2062804 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2063539.875000 Penalty: 943.508667
	Iteration 3F: 3 clusters Score -2063540 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2064508.250000 Penalty: 943.508667
	Iteration 4F: 3 clusters Score -2064508 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2065847.875000 Penalty: 943.508667
	Iteration 5F: 3 clusters Score -2065848 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2067427.250000 Penalty: 943.508667
	Iteration 6F: 3 clusters Score -2067427 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2068851.750000 Penalty: 943.508667
	Iteration 7F: 3 clusters Score -2068852 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2069747.125000 Penalty: 943.508667
	Iteration 8Q: 3 clusters Score -2069747 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2070155.500000 Penalty: 943.508667
	Iteration 9Q: 3 clusters Score -2070156 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2070392.750000 Penalty: 943.508667
	Iteration 10Q: 3 clusters Score -2070393 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2070576.500000 Penalty: 943.508667
	Iteration 11Q: 3 clusters Score -2070576 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2070739.625000 Penalty: 943.508667
	Iteration 12Q: 3 clusters Score -2070740 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2070928.750000 Penalty: 943.508667
	Iteration 13Q: 3 clusters Score -2070929 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2071101.125000 Penalty: 943.508667
	Iteration 14Q: 3 clusters Score -2071101 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2071279.875000 Penalty: 943.508667
	Iteration 15Q: 3 clusters Score -2071280 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2071462.375000 Penalty: 943.508667
	Iteration 16Q: 3 clusters Score -2071462 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2071652.750000 Penalty: 943.508667
	Iteration 17Q: 3 clusters Score -2071653 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2071832.500000 Penalty: 943.508667
	Iteration 18Q: 3 clusters Score -2071832 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2072023.875000 Penalty: 943.508667
	Iteration 19Q: 3 clusters Score -2072024 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2072218.875000 Penalty: 943.508667
	Iteration 20F: 3 clusters Score -2072219 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2072400.625000 Penalty: 943.508667
	Iteration 21Q: 3 clusters Score -2072401 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2072570.125000 Penalty: 943.508667
	Iteration 22Q: 3 clusters Score -2072570 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2072741.125000 Penalty: 943.508667
	Iteration 23Q: 3 clusters Score -2072741 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2072949.875000 Penalty: 943.508667
	Iteration 24Q: 3 clusters Score -2072950 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2073142.125000 Penalty: 943.508667
	Iteration 25Q: 3 clusters Score -2073142 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2073286.625000 Penalty: 943.508667
	Iteration 26Q: 3 clusters Score -2073287 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2073399.500000 Penalty: 943.508667
	Iteration 27Q: 3 clusters Score -2073400 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2073465.125000 Penalty: 943.508667
	Iteration 28Q: 3 clusters Score -2073465 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2073523.375000 Penalty: 943.508667
	Iteration 29Q: 3 clusters Score -2073523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2073560.125000 Penalty: 943.508667
	Iteration 30Q: 3 clusters Score -2073560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2073578.375000 Penalty: 943.508667
	Iteration 31Q: 3 clusters Score -2073578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2073598.375000 Penalty: 943.508667
	Iteration 32Q: 3 clusters Score -2073598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2073616.375000 Penalty: 943.508667
	Iteration 33Q: 3 clusters Score -2073616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2073637.625000 Penalty: 943.508667
	Iteration 34Q: 3 clusters Score -2073638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2073672.750000 Penalty: 943.508667
	Iteration 35Q: 3 clusters Score -2073673 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2073693.250000 Penalty: 943.508667
	Iteration 36Q: 3 clusters Score -2073693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2073705.625000 Penalty: 943.508667
	Iteration 37Q: 3 clusters Score -2073706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2073725.500000 Penalty: 943.508667
	Iteration 38Q: 3 clusters Score -2073726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2073739.375000 Penalty: 943.508667
	Iteration 39Q: 3 clusters Score -2073739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2073752.375000 Penalty: 943.508667
	Iteration 40F: 3 clusters Score -2073752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2073767.125000 Penalty: 943.508667
	Iteration 41Q: 3 clusters Score -2073767 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2073785.375000 Penalty: 943.508667
	Iteration 42Q: 3 clusters Score -2073785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2073794.625000 Penalty: 943.508667
	Iteration 43Q: 3 clusters Score -2073795 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2073817.250000 Penalty: 943.508667
	Iteration 44Q: 3 clusters Score -2073817 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2073839.000000 Penalty: 943.508667
	Iteration 45Q: 3 clusters Score -2073839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2073850.750000 Penalty: 943.508667
	Iteration 46Q: 3 clusters Score -2073851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2073855.250000 Penalty: 943.508667
	Iteration 47Q: 3 clusters Score -2073855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2073863.500000 Penalty: 943.508667
	Iteration 48Q: 3 clusters Score -2073864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2073873.375000 Penalty: 943.508667
	Iteration 49Q: 3 clusters Score -2073873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2073878.250000 Penalty: 943.508667
	Iteration 50Q: 3 clusters Score -2073878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2073885.375000 Penalty: 943.508667
	Iteration 51Q: 3 clusters Score -2073885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2073889.250000 Penalty: 943.508667
	Iteration 52Q: 3 clusters Score -2073889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2073893.250000 Penalty: 943.508667
	Iteration 53Q: 3 clusters Score -2073893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2073900.125000 Penalty: 943.508667
	Iteration 54Q: 3 clusters Score -2073900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2073911.625000 Penalty: 943.508667
	Iteration 55Q: 3 clusters Score -2073912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2073923.000000 Penalty: 943.508667
	Iteration 56Q: 3 clusters Score -2073923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2073936.000000 Penalty: 943.508667
	Iteration 57Q: 3 clusters Score -2073936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2073943.625000 Penalty: 943.508667
	Iteration 58Q: 3 clusters Score -2073944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2073953.625000 Penalty: 943.508667
	Iteration 59Q: 3 clusters Score -2073954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2073962.750000 Penalty: 943.508667
	Iteration 60F: 3 clusters Score -2073963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2073971.000000 Penalty: 943.508667
	Iteration 61Q: 3 clusters Score -2073971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2073977.750000 Penalty: 943.508667
	Iteration 62Q: 3 clusters Score -2073978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2073987.375000 Penalty: 943.508667
	Iteration 63Q: 3 clusters Score -2073987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2073990.375000 Penalty: 943.508667
	Iteration 64Q: 3 clusters Score -2073990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2073995.750000 Penalty: 943.508667
	Iteration 65Q: 3 clusters Score -2073996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2074000.000000 Penalty: 943.508667
	Iteration 66Q: 3 clusters Score -2074000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2074000.375000 Penalty: 943.508667
	Iteration 67Q: 3 clusters Score -2074000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2074001.500000 Penalty: 943.508667
	Iteration 68Q: 3 clusters Score -2074002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2074001.500000 Penalty: 943.508667
	Iteration 69Q: 3 clusters Score -2074002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2074005.500000 Penalty: 943.508667
	Iteration 70Q: 3 clusters Score -2074006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2074003.750000 Penalty: 943.508667
	Iteration 71Q: 3 clusters Score -2074004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2074004.625000 Penalty: 943.508667
	Iteration 72Q: 3 clusters Score -2074005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2074010.500000 Penalty: 943.508667
	Iteration 73Q: 3 clusters Score -2074010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2074012.000000 Penalty: 943.508667
	Iteration 74Q: 3 clusters Score -2074012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2074014.625000 Penalty: 943.508667
	Iteration 75Q: 3 clusters Score -2074015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2074019.875000 Penalty: 943.508667
	Iteration 76Q: 3 clusters Score -2074020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2074022.750000 Penalty: 943.508667
	Iteration 77Q: 3 clusters Score -2074023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2074020.875000 Penalty: 943.508667
	Iteration 78Q: 3 clusters Score -2074021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2074023.250000 Penalty: 943.508667
	Iteration 79Q: 3 clusters Score -2074023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2074022.750000 Penalty: 943.508667
	Iteration 80F: 3 clusters Score -2074023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2074027.000000 Penalty: 943.508667
	Iteration 81Q: 3 clusters Score -2074027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2074027.750000 Penalty: 943.508667
	Iteration 82Q: 3 clusters Score -2074028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2074026.875000 Penalty: 943.508667
	Iteration 83Q: 3 clusters Score -2074027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2074033.375000 Penalty: 943.508667
	Iteration 84Q: 3 clusters Score -2074033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2074031.875000 Penalty: 943.508667
	Iteration 85Q: 3 clusters Score -2074032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2074034.625000 Penalty: 943.508667
	Iteration 86Q: 3 clusters Score -2074035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2074038.000000 Penalty: 943.508667
	Iteration 87Q: 3 clusters Score -2074038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2074044.750000 Penalty: 943.508667
	Iteration 88Q: 3 clusters Score -2074045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2074047.750000 Penalty: 943.508667
	Iteration 89Q: 3 clusters Score -2074048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2074050.750000 Penalty: 943.508667
	Iteration 90Q: 3 clusters Score -2074051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2074053.875000 Penalty: 943.508667
	Iteration 91Q: 3 clusters Score -2074054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2074056.375000 Penalty: 943.508667
	Iteration 92Q: 3 clusters Score -2074056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2074055.625000 Penalty: 943.508667
	Iteration 93Q: 3 clusters Score -2074056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2074056.875000 Penalty: 943.508667
	Iteration 94Q: 3 clusters Score -2074057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2074056.875000 Penalty: 943.508667
	Iteration 95F: 3 clusters Score -2074057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47464.492188 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47464.49 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47752.914062 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47752.91 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47830.996094 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47911.960938 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47911.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47964.664062 Penalty: 623.361511
	Iteration 4F: 3 clusters Score -47964.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48008.480469 Penalty: 623.361511
	Iteration 5F: 3 clusters Score -48008.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48022.867188 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48022.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48033.898438 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48033.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48049.289062 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48049.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48066.972656 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48066.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48075.078125 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48075.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48078.914062 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48078.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48082.433594 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48082.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48084.277344 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48084.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48084.347656 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48084.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48084.464844 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48084.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48084.464844 Penalty: 623.361511
	Iteration 16F: 3 clusters Score -48084.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -144771.062500 Penalty: 351.442230
	Iteration 0F: 2 clusters Score -144771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -143157.656250 Penalty: 702.884460
	Iteration 0F: 3 clusters Score -143157.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -143693.421875 Penalty: 702.884460
	Iteration 1F: 3 clusters Score -143693.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -143757.421875 Penalty: 702.884460
	Iteration 2F: 3 clusters Score -143757.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -143797.828125 Penalty: 702.884460
	Iteration 3Q: 3 clusters Score -143797.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -143831.156250 Penalty: 702.884460
	Iteration 4Q: 3 clusters Score -143831.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -143861.171875 Penalty: 702.884460
	Iteration 5Q: 3 clusters Score -143861.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -143894.468750 Penalty: 702.884460
	Iteration 6Q: 3 clusters Score -143894.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -143938.843750 Penalty: 702.884460
	Iteration 7Q: 3 clusters Score -143938.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -144024.328125 Penalty: 702.884460
	Iteration 8F: 3 clusters Score -144024.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -144110.109375 Penalty: 702.884460
	Iteration 9F: 3 clusters Score -144110.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -144202.046875 Penalty: 702.884460
	Iteration 10F: 3 clusters Score -144202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -144268.468750 Penalty: 702.884460
	Iteration 11Q: 3 clusters Score -144268.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -144325.656250 Penalty: 702.884460
	Iteration 12Q: 3 clusters Score -144325.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -144372.500000 Penalty: 702.884460
	Iteration 13Q: 3 clusters Score -144372.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -144406.156250 Penalty: 702.884460
	Iteration 14Q: 3 clusters Score -144406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -144428.812500 Penalty: 702.884460
	Iteration 15Q: 3 clusters Score -144428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -144439.859375 Penalty: 702.884460
	Iteration 16Q: 3 clusters Score -144439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -144449.781250 Penalty: 702.884460
	Iteration 17Q: 3 clusters Score -144449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -144451.281250 Penalty: 702.884460
	Iteration 18Q: 3 clusters Score -144451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -144451.281250 Penalty: 702.884460
	Iteration 19F: 3 clusters Score -144451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -71165.445312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -71165.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -70151.453125 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -70151.45 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70552.164062 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -70552.16 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70667.140625 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -70667.14 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70776.726562 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -70776.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70877.132812 Penalty: 654.557007
	Iteration 4F: 3 clusters Score -70877.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70919.820312 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -70919.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70946.328125 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -70946.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70954.773438 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -70954.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70958.609375 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -70958.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70961.890625 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -70961.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70963.515625 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -70963.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70965.015625 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -70965.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70965.015625 Penalty: 654.557007
	Iteration 12F: 3 clusters Score -70965.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -130838.203125 Penalty: 348.061005
	Iteration 0F: 2 clusters Score -130838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -129304.437500 Penalty: 696.122009
	Iteration 0F: 3 clusters Score -129304.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -129780.531250 Penalty: 696.122009
	Iteration 1F: 3 clusters Score -129780.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129855.742188 Penalty: 696.122009
	Iteration 2F: 3 clusters Score -129855.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -129931.500000 Penalty: 696.122009
	Iteration 3F: 3 clusters Score -129931.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129983.867188 Penalty: 696.122009
	Iteration 4F: 3 clusters Score -129983.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130048.359375 Penalty: 696.122009
	Iteration 5Q: 3 clusters Score -130048.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130129.351562 Penalty: 696.122009
	Iteration 6F: 3 clusters Score -130129.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -130191.687500 Penalty: 696.122009
	Iteration 7Q: 3 clusters Score -130191.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -130261.742188 Penalty: 696.122009
	Iteration 8Q: 3 clusters Score -130261.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130330.640625 Penalty: 696.122009
	Iteration 9Q: 3 clusters Score -130330.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130401.164062 Penalty: 696.122009
	Iteration 10Q: 3 clusters Score -130401.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130446.539062 Penalty: 696.122009
	Iteration 11Q: 3 clusters Score -130446.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130470.828125 Penalty: 696.122009
	Iteration 12Q: 3 clusters Score -130470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130482.734375 Penalty: 696.122009
	Iteration 13Q: 3 clusters Score -130482.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -130492.789062 Penalty: 696.122009
	Iteration 14Q: 3 clusters Score -130492.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130503.484375 Penalty: 696.122009
	Iteration 15Q: 3 clusters Score -130503.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130509.437500 Penalty: 696.122009
	Iteration 16Q: 3 clusters Score -130509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -130514.578125 Penalty: 696.122009
	Iteration 17Q: 3 clusters Score -130514.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -130517.992188 Penalty: 696.122009
	Iteration 18Q: 3 clusters Score -130518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -130521.093750 Penalty: 696.122009
	Iteration 19Q: 3 clusters Score -130521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130524.437500 Penalty: 696.122009
	Iteration 20F: 3 clusters Score -130524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130528.375000 Penalty: 696.122009
	Iteration 21Q: 3 clusters Score -130528.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -130530.914062 Penalty: 696.122009
	Iteration 22Q: 3 clusters Score -130530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -130532.945312 Penalty: 696.122009
	Iteration 23Q: 3 clusters Score -130532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -130533.773438 Penalty: 696.122009
	Iteration 24Q: 3 clusters Score -130533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -130534.281250 Penalty: 696.122009
	Iteration 25Q: 3 clusters Score -130534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -130534.281250 Penalty: 696.122009
	Iteration 26F: 3 clusters Score -130534.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4795.452148 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4795.452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4853.343750 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4853.344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4860.511230 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -4860.511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4868.854004 Penalty: 434.132324
	Iteration 3F: 3 clusters Score -4868.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4871.099609 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -4871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4871.099609 Penalty: 434.132324
	Iteration 5F: 3 clusters Score -4871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -30752.605469 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -30752.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30264.177734 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -30264.18 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30391.599609 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -30391.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30424.681641 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -30424.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30439.234375 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -30439.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30448.578125 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -30448.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30457.380859 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -30457.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30462.800781 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -30462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30466.443359 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -30466.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30467.488281 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -30467.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30468.964844 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -30468.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30471.066406 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -30471.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30472.966797 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -30472.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30476.033203 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -30476.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30476.197266 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -30476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30476.197266 Penalty: 566.434814
	Iteration 14F: 3 clusters Score -30476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Entering Unmasked Estep 
Score: -1017471.250000 Penalty: 438.286163
	Iteration 0F: 2 clusters Score -1017471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1007255.187500 Penalty: 876.572327
	Iteration 0F: 3 clusters Score -1007255 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1011555.312500 Penalty: 876.572327
	Iteration 1F: 3 clusters Score -1011555 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1011931.937500 Penalty: 876.572327
	Iteration 2F: 3 clusters Score -1011932 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1012399.750000 Penalty: 876.572327
	Iteration 3F: 3 clusters Score -1012400 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1013077.937500 Penalty: 876.572327
	Iteration 4F: 3 clusters Score -1013078 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1014082.375000 Penalty: 876.572327
	Iteration 5F: 3 clusters Score -1014082 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1015225.437500 Penalty: 876.572327
	Iteration 6F: 3 clusters Score -1015225 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1016109.875000 Penalty: 876.572327
	Iteration 7F: 3 clusters Score -1016110 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1016630.625000 Penalty: 876.572327
	Iteration 8Q: 3 clusters Score -1016631 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1016905.312500 Penalty: 876.572327
	Iteration 9Q: 3 clusters Score -1016905 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1017022.250000 Penalty: 876.572327
	Iteration 10Q: 3 clusters Score -1017022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1017051.937500 Penalty: 876.572327
	Iteration 11Q: 3 clusters Score -1017052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1017062.625000 Penalty: 876.572327
	Iteration 12Q: 3 clusters Score -1017063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1017063.750000 Penalty: 876.572327
	Iteration 13Q: 3 clusters Score -1017064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1017063.750000 Penalty: 876.572327
	Iteration 14F: 3 clusters Score -1017064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Entering Unmasked Estep 
Score: -3334545.000000 Penalty: 493.378998
	Iteration 0F: 2 clusters Score -3334545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3301459.250000 Penalty: 986.757996
	Iteration 0F: 3 clusters Score -3301459 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3316385.000000 Penalty: 986.757996
	Iteration 1F: 3 clusters Score -3316385 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3317684.500000 Penalty: 986.757996
	Iteration 2F: 3 clusters Score -3317684 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3319795.750000 Penalty: 986.757996
	Iteration 3F: 3 clusters Score -3319796 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3322457.750000 Penalty: 986.757996
	Iteration 4F: 3 clusters Score -3322458 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3325197.250000 Penalty: 986.757996
	Iteration 5F: 3 clusters Score -3325197 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3327622.000000 Penalty: 986.757996
	Iteration 6F: 3 clusters Score -3327622 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3329081.250000 Penalty: 986.757996
	Iteration 7Q: 3 clusters Score -3329081 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3329591.000000 Penalty: 986.757996
	Iteration 8Q: 3 clusters Score -3329591 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3329878.750000 Penalty: 986.757996
	Iteration 9Q: 3 clusters Score -3329879 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3330166.500000 Penalty: 986.757996
	Iteration 10Q: 3 clusters Score -3330166 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3330490.250000 Penalty: 986.757996
	Iteration 11Q: 3 clusters Score -3330490 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3330801.750000 Penalty: 986.757996
	Iteration 12Q: 3 clusters Score -3330802 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3331090.750000 Penalty: 986.757996
	Iteration 13Q: 3 clusters Score -3331091 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3331399.500000 Penalty: 986.757996
	Iteration 14Q: 3 clusters Score -3331400 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3331678.750000 Penalty: 986.757996
	Iteration 15Q: 3 clusters Score -3331679 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3331975.750000 Penalty: 986.757996
	Iteration 16Q: 3 clusters Score -3331976 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3332282.750000 Penalty: 986.757996
	Iteration 17Q: 3 clusters Score -3332283 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3332537.000000 Penalty: 986.757996
	Iteration 18Q: 3 clusters Score -3332537 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3332814.000000 Penalty: 986.757996
	Iteration 19Q: 3 clusters Score -3332814 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3333098.500000 Penalty: 986.757996
	Iteration 20F: 3 clusters Score -3333098 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3333322.250000 Penalty: 986.757996
	Iteration 21Q: 3 clusters Score -3333322 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3333510.500000 Penalty: 986.757996
	Iteration 22Q: 3 clusters Score -3333510 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3333654.500000 Penalty: 986.757996
	Iteration 23Q: 3 clusters Score -3333654 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3333780.250000 Penalty: 986.757996
	Iteration 24Q: 3 clusters Score -3333780 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3333901.000000 Penalty: 986.757996
	Iteration 25Q: 3 clusters Score -3333901 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3333956.750000 Penalty: 986.757996
	Iteration 26Q: 3 clusters Score -3333957 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3334010.000000 Penalty: 986.757996
	Iteration 27Q: 3 clusters Score -3334010 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3334008.250000 Penalty: 986.757996
	Iteration 28Q: 3 clusters Score -3334008 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3334026.250000 Penalty: 986.757996
	Iteration 29Q: 3 clusters Score -3334026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3334059.750000 Penalty: 986.757996
	Iteration 30Q: 3 clusters Score -3334060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3334101.000000 Penalty: 986.757996
	Iteration 31Q: 3 clusters Score -3334101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3334113.000000 Penalty: 986.757996
	Iteration 32Q: 3 clusters Score -3334113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3334124.250000 Penalty: 986.757996
	Iteration 33Q: 3 clusters Score -3334124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3334126.750000 Penalty: 986.757996
	Iteration 34Q: 3 clusters Score -3334127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3334132.750000 Penalty: 986.757996
	Iteration 35Q: 3 clusters Score -3334133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3334145.000000 Penalty: 986.757996
	Iteration 36Q: 3 clusters Score -3334145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3334149.500000 Penalty: 986.757996
	Iteration 37Q: 3 clusters Score -3334150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3334158.500000 Penalty: 986.757996
	Iteration 38Q: 3 clusters Score -3334158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3334164.500000 Penalty: 986.757996
	Iteration 39Q: 3 clusters Score -3334164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3334164.250000 Penalty: 986.757996
	Iteration 40F: 3 clusters Score -3334164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3334171.750000 Penalty: 986.757996
	Iteration 41Q: 3 clusters Score -3334172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3334177.250000 Penalty: 986.757996
	Iteration 42Q: 3 clusters Score -3334177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3334178.000000 Penalty: 986.757996
	Iteration 43Q: 3 clusters Score -3334178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3334181.000000 Penalty: 986.757996
	Iteration 44Q: 3 clusters Score -3334181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3334185.000000 Penalty: 986.757996
	Iteration 45Q: 3 clusters Score -3334185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -3334185.250000 Penalty: 986.757996
	Iteration 46Q: 3 clusters Score -3334185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -3334185.250000 Penalty: 986.757996
	Iteration 47F: 3 clusters Score -3334185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -791391.500000 Penalty: 429.445007
	Iteration 0F: 2 clusters Score -791391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -782990.812500 Penalty: 858.890015
	Iteration 0F: 3 clusters Score -782990.8 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -786315.812500 Penalty: 858.890015
	Iteration 1F: 3 clusters Score -786315.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -786541.875000 Penalty: 858.890015
	Iteration 2F: 3 clusters Score -786541.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -786826.375000 Penalty: 858.890015
	Iteration 3F: 3 clusters Score -786826.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -787212.562500 Penalty: 858.890015
	Iteration 4F: 3 clusters Score -787212.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -787831.812500 Penalty: 858.890015
	Iteration 5F: 3 clusters Score -787831.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -788602.500000 Penalty: 858.890015
	Iteration 6F: 3 clusters Score -788602.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -789302.687500 Penalty: 858.890015
	Iteration 7F: 3 clusters Score -789302.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -789768.687500 Penalty: 858.890015
	Iteration 8Q: 3 clusters Score -789768.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -789994.687500 Penalty: 858.890015
	Iteration 9Q: 3 clusters Score -789994.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -790152.875000 Penalty: 858.890015
	Iteration 10Q: 3 clusters Score -790152.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -790286.625000 Penalty: 858.890015
	Iteration 11Q: 3 clusters Score -790286.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -790413.187500 Penalty: 858.890015
	Iteration 12Q: 3 clusters Score -790413.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -790533.750000 Penalty: 858.890015
	Iteration 13Q: 3 clusters Score -790533.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -790631.500000 Penalty: 858.890015
	Iteration 14Q: 3 clusters Score -790631.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -790720.187500 Penalty: 858.890015
	Iteration 15Q: 3 clusters Score -790720.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -790805.625000 Penalty: 858.890015
	Iteration 16Q: 3 clusters Score -790805.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -790866.875000 Penalty: 858.890015
	Iteration 17Q: 3 clusters Score -790866.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -790909.687500 Penalty: 858.890015
	Iteration 18Q: 3 clusters Score -790909.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -790938.000000 Penalty: 858.890015
	Iteration 19Q: 3 clusters Score -790938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -790956.812500 Penalty: 858.890015
	Iteration 20F: 3 clusters Score -790956.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -790974.187500 Penalty: 858.890015
	Iteration 21Q: 3 clusters Score -790974.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -790990.500000 Penalty: 858.890015
	Iteration 22Q: 3 clusters Score -790990.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -791003.375000 Penalty: 858.890015
	Iteration 23Q: 3 clusters Score -791003.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -791015.875000 Penalty: 858.890015
	Iteration 24Q: 3 clusters Score -791015.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -791025.187500 Penalty: 858.890015
	Iteration 25Q: 3 clusters Score -791025.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -791038.062500 Penalty: 858.890015
	Iteration 26Q: 3 clusters Score -791038.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -791043.062500 Penalty: 858.890015
	Iteration 27Q: 3 clusters Score -791043.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -791045.687500 Penalty: 858.890015
	Iteration 28Q: 3 clusters Score -791045.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -791049.750000 Penalty: 858.890015
	Iteration 29Q: 3 clusters Score -791049.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -791051.687500 Penalty: 858.890015
	Iteration 30Q: 3 clusters Score -791051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -791053.062500 Penalty: 858.890015
	Iteration 31Q: 3 clusters Score -791053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -791053.937500 Penalty: 858.890015
	Iteration 32Q: 3 clusters Score -791053.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -791055.250000 Penalty: 858.890015
	Iteration 33Q: 3 clusters Score -791055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -791055.062500 Penalty: 858.890015
	Iteration 34Q: 3 clusters Score -791055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -791056.750000 Penalty: 858.890015
	Iteration 35Q: 3 clusters Score -791056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -791058.375000 Penalty: 858.890015
	Iteration 36Q: 3 clusters Score -791058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -791060.687500 Penalty: 858.890015
	Iteration 37Q: 3 clusters Score -791060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -791059.750000 Penalty: 858.890015
	Iteration 38Q: 3 clusters Score -791059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -791059.500000 Penalty: 858.890015
	Iteration 39Q: 3 clusters Score -791059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -791060.000000 Penalty: 858.890015
	Iteration 40F: 3 clusters Score -791060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -791061.437500 Penalty: 858.890015
	Iteration 41Q: 3 clusters Score -791061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -791061.375000 Penalty: 858.890015
	Iteration 42Q: 3 clusters Score -791061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -791063.000000 Penalty: 858.890015
	Iteration 43Q: 3 clusters Score -791063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -791061.375000 Penalty: 858.890015
	Iteration 44Q: 3 clusters Score -791061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -791062.312500 Penalty: 858.890015
	Iteration 45Q: 3 clusters Score -791062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -791063.875000 Penalty: 858.890015
	Iteration 46Q: 3 clusters Score -791063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -791063.687500 Penalty: 858.890015
	Iteration 47Q: 3 clusters Score -791063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -791062.187500 Penalty: 858.890015
	Iteration 48Q: 3 clusters Score -791062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -791063.312500 Penalty: 858.890015
	Iteration 49Q: 3 clusters Score -791063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -791062.750000 Penalty: 858.890015
	Iteration 50Q: 3 clusters Score -791062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -791062.312500 Penalty: 858.890015
	Iteration 51Q: 3 clusters Score -791062.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -791062.312500 Penalty: 858.890015
	Iteration 52F: 3 clusters Score -791062.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1801.066406 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1801.066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1860.312744 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1860.313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1882.530396 Penalty: 371.055908
	Iteration 2F: 3 clusters Score -1882.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -94302.171875 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -94302.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -93069.859375 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -93069.86 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -93460.468750 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -93460.47 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93545.359375 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -93545.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -93616.085938 Penalty: 672.674866
	Iteration 3F: 3 clusters Score -93616.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -93670.984375 Penalty: 672.674866
	Iteration 4F: 3 clusters Score -93670.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -93705.054688 Penalty: 672.674866
	Iteration 5Q: 3 clusters Score -93705.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -93728.812500 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -93728.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -93749.398438 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -93749.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -93772.992188 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -93772.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -93803.039062 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -93803.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -93841.031250 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -93841.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -93869.398438 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -93869.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -93891.406250 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -93891.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -93908.882812 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -93908.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -93920.796875 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -93920.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -93928.390625 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -93928.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -93932.226562 Penalty: 672.674866
	Iteration 16Q: 3 clusters Score -93932.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -93933.546875 Penalty: 672.674866
	Iteration 17Q: 3 clusters Score -93933.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -93935.359375 Penalty: 672.674866
	Iteration 18Q: 3 clusters Score -93935.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -93935.742188 Penalty: 672.674866
	Iteration 19Q: 3 clusters Score -93935.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -93936.148438 Penalty: 672.674866
	Iteration 20F: 3 clusters Score -93936.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -245705.296875 Penalty: 373.374695
	Iteration 0F: 2 clusters Score -245705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -243145.375000 Penalty: 746.749390
	Iteration 0F: 3 clusters Score -243145.4 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -244113.312500 Penalty: 746.749390
	Iteration 1F: 3 clusters Score -244113.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -244236.765625 Penalty: 746.749390
	Iteration 2F: 3 clusters Score -244236.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -244355.265625 Penalty: 746.749390
	Iteration 3F: 3 clusters Score -244355.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -244487.562500 Penalty: 746.749390
	Iteration 4F: 3 clusters Score -244487.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -244634.062500 Penalty: 746.749390
	Iteration 5F: 3 clusters Score -244634.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -244750.734375 Penalty: 746.749390
	Iteration 6Q: 3 clusters Score -244750.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -244869.656250 Penalty: 746.749390
	Iteration 7Q: 3 clusters Score -244869.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -244973.734375 Penalty: 746.749390
	Iteration 8Q: 3 clusters Score -244973.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -245078.906250 Penalty: 746.749390
	Iteration 9Q: 3 clusters Score -245078.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -245153.328125 Penalty: 746.749390
	Iteration 10Q: 3 clusters Score -245153.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -245206.531250 Penalty: 746.749390
	Iteration 11Q: 3 clusters Score -245206.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -245254.703125 Penalty: 746.749390
	Iteration 12Q: 3 clusters Score -245254.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -245294.015625 Penalty: 746.749390
	Iteration 13Q: 3 clusters Score -245294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -245331.812500 Penalty: 746.749390
	Iteration 14Q: 3 clusters Score -245331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -245348.765625 Penalty: 746.749390
	Iteration 15Q: 3 clusters Score -245348.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -245356.703125 Penalty: 746.749390
	Iteration 16Q: 3 clusters Score -245356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -245360.890625 Penalty: 746.749390
	Iteration 17Q: 3 clusters Score -245360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -245362.234375 Penalty: 746.749390
	Iteration 18Q: 3 clusters Score -245362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -245364.453125 Penalty: 746.749390
	Iteration 19Q: 3 clusters Score -245364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -245367.609375 Penalty: 746.749390
	Iteration 20F: 3 clusters Score -245367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -245368.828125 Penalty: 746.749390
	Iteration 21Q: 3 clusters Score -245368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -245371.781250 Penalty: 746.749390
	Iteration 22Q: 3 clusters Score -245371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -245375.265625 Penalty: 746.749390
	Iteration 23Q: 3 clusters Score -245375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -245378.562500 Penalty: 746.749390
	Iteration 24Q: 3 clusters Score -245378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -245381.328125 Penalty: 746.749390
	Iteration 25Q: 3 clusters Score -245381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -245382.781250 Penalty: 746.749390
	Iteration 26Q: 3 clusters Score -245382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -245382.781250 Penalty: 746.749390
	Iteration 27F: 3 clusters Score -245382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Entering Unmasked Estep 
Score: -1355533.375000 Penalty: 452.211304
	Iteration 0F: 2 clusters Score -1355533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1341762.250000 Penalty: 904.422607
	Iteration 0F: 3 clusters Score -1341762 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1347409.375000 Penalty: 904.422607
	Iteration 1F: 3 clusters Score -1347409 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1347700.875000 Penalty: 904.422607
	Iteration 2Q: 3 clusters Score -1347701 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1348215.500000 Penalty: 904.422607
	Iteration 3Q: 3 clusters Score -1348216 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1349161.375000 Penalty: 904.422607
	Iteration 4F: 3 clusters Score -1349161 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1350632.125000 Penalty: 904.422607
	Iteration 5F: 3 clusters Score -1350632 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1352382.250000 Penalty: 904.422607
	Iteration 6F: 3 clusters Score -1352382 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1353812.250000 Penalty: 904.422607
	Iteration 7F: 3 clusters Score -1353812 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1354620.625000 Penalty: 904.422607
	Iteration 8Q: 3 clusters Score -1354621 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1354945.625000 Penalty: 904.422607
	Iteration 9Q: 3 clusters Score -1354946 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1355058.625000 Penalty: 904.422607
	Iteration 10Q: 3 clusters Score -1355059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1355088.500000 Penalty: 904.422607
	Iteration 11Q: 3 clusters Score -1355088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1355098.750000 Penalty: 904.422607
	Iteration 12Q: 3 clusters Score -1355099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1355101.500000 Penalty: 904.422607
	Iteration 13Q: 3 clusters Score -1355102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1355112.375000 Penalty: 904.422607
	Iteration 14Q: 3 clusters Score -1355112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1355115.125000 Penalty: 904.422607
	Iteration 15Q: 3 clusters Score -1355115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1355119.750000 Penalty: 904.422607
	Iteration 16Q: 3 clusters Score -1355120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1355123.500000 Penalty: 904.422607
	Iteration 17Q: 3 clusters Score -1355124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1355123.500000 Penalty: 904.422607
	Iteration 18F: 3 clusters Score -1355124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -20291.978516 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -20291.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19884.761719 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -19884.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19967.986328 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -19967.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19991.414062 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -19991.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20009.951172 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -20009.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20019.273438 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -20019.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20027.992188 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -20027.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20033.347656 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -20033.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20037.861328 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -20037.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20040.384766 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -20040.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20043.296875 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -20043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20045.716797 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -20045.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20048.742188 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -20048.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20050.427734 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -20050.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20051.330078 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -20051.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20051.775391 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -20051.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20051.775391 Penalty: 535.887878
	Iteration 15F: 3 clusters Score -20051.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (81921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Entering Unmasked Estep 
Score: -5158599.000000 Penalty: 514.764771
	Iteration 0F: 2 clusters Score -5158599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5104468.500000 Penalty: 1029.529541
	Iteration 0F: 3 clusters Score -5104468 nChanged 39959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -5128576.500000 Penalty: 1029.529541
	Iteration 1F: 3 clusters Score -5128576 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5129788.500000 Penalty: 1029.529541
	Iteration 2Q: 3 clusters Score -5129788 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5131499.000000 Penalty: 1029.529541
	Iteration 3Q: 3 clusters Score -5131499 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5134108.500000 Penalty: 1029.529541
	Iteration 4F: 3 clusters Score -5134108 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5137718.000000 Penalty: 1029.529541
	Iteration 5F: 3 clusters Score -5137718 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -5141713.500000 Penalty: 1029.529541
	Iteration 6F: 3 clusters Score -5141714 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -5144671.000000 Penalty: 1029.529541
	Iteration 7F: 3 clusters Score -5144671 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -5146031.500000 Penalty: 1029.529541
	Iteration 8Q: 3 clusters Score -5146032 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -5146680.000000 Penalty: 1029.529541
	Iteration 9Q: 3 clusters Score -5146680 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -5147041.500000 Penalty: 1029.529541
	Iteration 10Q: 3 clusters Score -5147042 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -5147478.500000 Penalty: 1029.529541
	Iteration 11Q: 3 clusters Score -5147478 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -5147941.000000 Penalty: 1029.529541
	Iteration 12Q: 3 clusters Score -5147941 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -5148431.500000 Penalty: 1029.529541
	Iteration 13Q: 3 clusters Score -5148432 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -5148964.500000 Penalty: 1029.529541
	Iteration 14Q: 3 clusters Score -5148964 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -5149478.000000 Penalty: 1029.529541
	Iteration 15Q: 3 clusters Score -5149478 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -5150113.500000 Penalty: 1029.529541
	Iteration 16Q: 3 clusters Score -5150114 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -5150761.000000 Penalty: 1029.529541
	Iteration 17Q: 3 clusters Score -5150761 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -5151380.000000 Penalty: 1029.529541
	Iteration 18Q: 3 clusters Score -5151380 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -5152095.000000 Penalty: 1029.529541
	Iteration 19Q: 3 clusters Score -5152095 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -5152779.500000 Penalty: 1029.529541
	Iteration 20F: 3 clusters Score -5152780 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -5153410.000000 Penalty: 1029.529541
	Iteration 21Q: 3 clusters Score -5153410 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -5153991.000000 Penalty: 1029.529541
	Iteration 22Q: 3 clusters Score -5153991 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -5154843.000000 Penalty: 1029.529541
	Iteration 23Q: 3 clusters Score -5154843 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -5155487.000000 Penalty: 1029.529541
	Iteration 24Q: 3 clusters Score -5155487 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -5156073.500000 Penalty: 1029.529541
	Iteration 25Q: 3 clusters Score -5156074 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -5156533.000000 Penalty: 1029.529541
	Iteration 26Q: 3 clusters Score -5156533 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -5156895.000000 Penalty: 1029.529541
	Iteration 27Q: 3 clusters Score -5156895 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -5157224.000000 Penalty: 1029.529541
	Iteration 28Q: 3 clusters Score -5157224 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -5157410.500000 Penalty: 1029.529541
	Iteration 29Q: 3 clusters Score -5157410 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -5157564.500000 Penalty: 1029.529541
	Iteration 30Q: 3 clusters Score -5157564 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -5157702.000000 Penalty: 1029.529541
	Iteration 31Q: 3 clusters Score -5157702 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -5157787.500000 Penalty: 1029.529541
	Iteration 32Q: 3 clusters Score -5157788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -5157862.500000 Penalty: 1029.529541
	Iteration 33Q: 3 clusters Score -5157862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -5157919.000000 Penalty: 1029.529541
	Iteration 34Q: 3 clusters Score -5157919 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -5157970.500000 Penalty: 1029.529541
	Iteration 35Q: 3 clusters Score -5157970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -5158023.000000 Penalty: 1029.529541
	Iteration 36Q: 3 clusters Score -5158023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -5158059.000000 Penalty: 1029.529541
	Iteration 37Q: 3 clusters Score -5158059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -5158070.000000 Penalty: 1029.529541
	Iteration 38Q: 3 clusters Score -5158070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -5158078.000000 Penalty: 1029.529541
	Iteration 39Q: 3 clusters Score -5158078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -5158096.000000 Penalty: 1029.529541
	Iteration 40F: 3 clusters Score -5158096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -5158107.000000 Penalty: 1029.529541
	Iteration 41Q: 3 clusters Score -5158107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -5158119.500000 Penalty: 1029.529541
	Iteration 42Q: 3 clusters Score -5158120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -5158133.000000 Penalty: 1029.529541
	Iteration 43Q: 3 clusters Score -5158133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -5158135.000000 Penalty: 1029.529541
	Iteration 44Q: 3 clusters Score -5158135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -5158142.500000 Penalty: 1029.529541
	Iteration 45Q: 3 clusters Score -5158142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -5158156.000000 Penalty: 1029.529541
	Iteration 46Q: 3 clusters Score -5158156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -5158164.000000 Penalty: 1029.529541
	Iteration 47Q: 3 clusters Score -5158164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -5158163.500000 Penalty: 1029.529541
	Iteration 48Q: 3 clusters Score -5158164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -5158166.000000 Penalty: 1029.529541
	Iteration 49Q: 3 clusters Score -5158166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -5158169.000000 Penalty: 1029.529541
	Iteration 50Q: 3 clusters Score -5158169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -5158169.500000 Penalty: 1029.529541
	Iteration 51Q: 3 clusters Score -5158170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -5158169.500000 Penalty: 1029.529541
	Iteration 52Q: 3 clusters Score -5158170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -5158169.000000 Penalty: 1029.529541
	Iteration 53Q: 3 clusters Score -5158169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -5158170.500000 Penalty: 1029.529541
	Iteration 54Q: 3 clusters Score -5158170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -5158169.000000 Penalty: 1029.529541
	Iteration 55Q: 3 clusters Score -5158169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -5158172.500000 Penalty: 1029.529541
	Iteration 56Q: 3 clusters Score -5158172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -5158177.000000 Penalty: 1029.529541
	Iteration 57Q: 3 clusters Score -5158177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -5158175.000000 Penalty: 1029.529541
	Iteration 58Q: 3 clusters Score -5158175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -5158178.500000 Penalty: 1029.529541
	Iteration 59Q: 3 clusters Score -5158178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -5158177.000000 Penalty: 1029.529541
	Iteration 60F: 3 clusters Score -5158177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -5158177.000000 Penalty: 1029.529541
	Iteration 61Q: 3 clusters Score -5158177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -5158181.000000 Penalty: 1029.529541
	Iteration 62Q: 3 clusters Score -5158181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -5158186.500000 Penalty: 1029.529541
	Iteration 63Q: 3 clusters Score -5158186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -5158190.500000 Penalty: 1029.529541
	Iteration 64Q: 3 clusters Score -5158190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -5158194.500000 Penalty: 1029.529541
	Iteration 65Q: 3 clusters Score -5158194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -5158193.500000 Penalty: 1029.529541
	Iteration 66Q: 3 clusters Score -5158194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -5158198.500000 Penalty: 1029.529541
	Iteration 67Q: 3 clusters Score -5158198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -5158196.500000 Penalty: 1029.529541
	Iteration 68Q: 3 clusters Score -5158196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -5158194.000000 Penalty: 1029.529541
	Iteration 69Q: 3 clusters Score -5158194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -5158194.000000 Penalty: 1029.529541
	Iteration 70F: 3 clusters Score -5158194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -215893.687500 Penalty: 368.942383
	Iteration 0F: 2 clusters Score -215893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -213598.890625 Penalty: 737.884766
	Iteration 0F: 3 clusters Score -213598.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -214368.562500 Penalty: 737.884766
	Iteration 1F: 3 clusters Score -214368.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -214489.062500 Penalty: 737.884766
	Iteration 2F: 3 clusters Score -214489.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -214604.265625 Penalty: 737.884766
	Iteration 3F: 3 clusters Score -214604.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -214723.750000 Penalty: 737.884766
	Iteration 4F: 3 clusters Score -214723.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -214867.484375 Penalty: 737.884766
	Iteration 5F: 3 clusters Score -214867.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215061.031250 Penalty: 737.884766
	Iteration 6F: 3 clusters Score -215061 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -215221.843750 Penalty: 737.884766
	Iteration 7F: 3 clusters Score -215221.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215340.343750 Penalty: 737.884766
	Iteration 8Q: 3 clusters Score -215340.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215396.671875 Penalty: 737.884766
	Iteration 9Q: 3 clusters Score -215396.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215440.265625 Penalty: 737.884766
	Iteration 10Q: 3 clusters Score -215440.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215460.406250 Penalty: 737.884766
	Iteration 11Q: 3 clusters Score -215460.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215485.296875 Penalty: 737.884766
	Iteration 12Q: 3 clusters Score -215485.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -215501.187500 Penalty: 737.884766
	Iteration 13Q: 3 clusters Score -215501.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215514.578125 Penalty: 737.884766
	Iteration 14Q: 3 clusters Score -215514.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215525.703125 Penalty: 737.884766
	Iteration 15Q: 3 clusters Score -215525.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215536.531250 Penalty: 737.884766
	Iteration 16Q: 3 clusters Score -215536.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -215547.390625 Penalty: 737.884766
	Iteration 17Q: 3 clusters Score -215547.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215558.140625 Penalty: 737.884766
	Iteration 18Q: 3 clusters Score -215558.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -215566.109375 Penalty: 737.884766
	Iteration 19Q: 3 clusters Score -215566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215572.765625 Penalty: 737.884766
	Iteration 20F: 3 clusters Score -215572.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -215577.015625 Penalty: 737.884766
	Iteration 21Q: 3 clusters Score -215577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -215583.203125 Penalty: 737.884766
	Iteration 22Q: 3 clusters Score -215583.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -215600.437500 Penalty: 737.884766
	Iteration 23Q: 3 clusters Score -215600.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -215624.296875 Penalty: 737.884766
	Iteration 24Q: 3 clusters Score -215624.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215646.343750 Penalty: 737.884766
	Iteration 25Q: 3 clusters Score -215646.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -215667.640625 Penalty: 737.884766
	Iteration 26Q: 3 clusters Score -215667.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215694.625000 Penalty: 737.884766
	Iteration 27Q: 3 clusters Score -215694.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -215731.500000 Penalty: 737.884766
	Iteration 28Q: 3 clusters Score -215731.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215773.312500 Penalty: 737.884766
	Iteration 29Q: 3 clusters Score -215773.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -215813.046875 Penalty: 737.884766
	Iteration 30Q: 3 clusters Score -215813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215854.765625 Penalty: 737.884766
	Iteration 31Q: 3 clusters Score -215854.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -215869.687500 Penalty: 737.884766
	Iteration 32Q: 3 clusters Score -215869.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -215875.812500 Penalty: 737.884766
	Iteration 33Q: 3 clusters Score -215875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -215878.921875 Penalty: 737.884766
	Iteration 34Q: 3 clusters Score -215878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -215880.296875 Penalty: 737.884766
	Iteration 35Q: 3 clusters Score -215880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -215880.468750 Penalty: 737.884766
	Iteration 36Q: 3 clusters Score -215880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -215880.875000 Penalty: 737.884766
	Iteration 37Q: 3 clusters Score -215880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -215881.109375 Penalty: 737.884766
	Iteration 38Q: 3 clusters Score -215881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -215881.468750 Penalty: 737.884766
	Iteration 39Q: 3 clusters Score -215881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -215881.468750 Penalty: 737.884766
	Iteration 40F: 3 clusters Score -215881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Entering Unmasked Estep 
Score: -450593.125000 Penalty: 403.294525
	Iteration 0F: 2 clusters Score -450593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -445910.562500 Penalty: 806.589050
	Iteration 0F: 3 clusters Score -445910.6 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -447660.218750 Penalty: 806.589050
	Iteration 1F: 3 clusters Score -447660.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -447911.125000 Penalty: 806.589050
	Iteration 2F: 3 clusters Score -447911.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -448242.968750 Penalty: 806.589050
	Iteration 3F: 3 clusters Score -448243 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -448718.937500 Penalty: 806.589050
	Iteration 4F: 3 clusters Score -448718.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -449237.468750 Penalty: 806.589050
	Iteration 5F: 3 clusters Score -449237.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -449711.531250 Penalty: 806.589050
	Iteration 6F: 3 clusters Score -449711.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -450005.562500 Penalty: 806.589050
	Iteration 7Q: 3 clusters Score -450005.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -450139.062500 Penalty: 806.589050
	Iteration 8Q: 3 clusters Score -450139.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -450192.531250 Penalty: 806.589050
	Iteration 9Q: 3 clusters Score -450192.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -450212.062500 Penalty: 806.589050
	Iteration 10Q: 3 clusters Score -450212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -450220.625000 Penalty: 806.589050
	Iteration 11Q: 3 clusters Score -450220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -450223.750000 Penalty: 806.589050
	Iteration 12Q: 3 clusters Score -450223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -450228.187500 Penalty: 806.589050
	Iteration 13Q: 3 clusters Score -450228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -450233.781250 Penalty: 806.589050
	Iteration 14Q: 3 clusters Score -450233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -450239.125000 Penalty: 806.589050
	Iteration 15Q: 3 clusters Score -450239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -450243.000000 Penalty: 806.589050
	Iteration 16Q: 3 clusters Score -450243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -450245.437500 Penalty: 806.589050
	Iteration 17Q: 3 clusters Score -450245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -450245.687500 Penalty: 806.589050
	Iteration 18Q: 3 clusters Score -450245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -450245.687500 Penalty: 806.589050
	Iteration 19F: 3 clusters Score -450245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Entering Unmasked Estep 
Score: -2829911.250000 Penalty: 485.829407
	Iteration 0F: 2 clusters Score -2829911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2801560.000000 Penalty: 971.658813
	Iteration 0F: 3 clusters Score -2801560 nChanged 21080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2813805.250000 Penalty: 971.658813
	Iteration 1F: 3 clusters Score -2813805 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2814317.500000 Penalty: 971.658813
	Iteration 2Q: 3 clusters Score -2814318 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2815083.000000 Penalty: 971.658813
	Iteration 3Q: 3 clusters Score -2815083 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2816269.500000 Penalty: 971.658813
	Iteration 4F: 3 clusters Score -2816270 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2818151.000000 Penalty: 971.658813
	Iteration 5F: 3 clusters Score -2818151 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2820570.750000 Penalty: 971.658813
	Iteration 6F: 3 clusters Score -2820571 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2822319.250000 Penalty: 971.658813
	Iteration 7F: 3 clusters Score -2822319 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2822975.000000 Penalty: 971.658813
	Iteration 8Q: 3 clusters Score -2822975 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2823194.000000 Penalty: 971.658813
	Iteration 9Q: 3 clusters Score -2823194 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2823263.750000 Penalty: 971.658813
	Iteration 10Q: 3 clusters Score -2823264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2823328.000000 Penalty: 971.658813
	Iteration 11Q: 3 clusters Score -2823328 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2823385.500000 Penalty: 971.658813
	Iteration 12Q: 3 clusters Score -2823386 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2823449.250000 Penalty: 971.658813
	Iteration 13Q: 3 clusters Score -2823449 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2823511.000000 Penalty: 971.658813
	Iteration 14Q: 3 clusters Score -2823511 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2823560.500000 Penalty: 971.658813
	Iteration 15Q: 3 clusters Score -2823560 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2823628.000000 Penalty: 971.658813
	Iteration 16Q: 3 clusters Score -2823628 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2823709.250000 Penalty: 971.658813
	Iteration 17Q: 3 clusters Score -2823709 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2823789.000000 Penalty: 971.658813
	Iteration 18Q: 3 clusters Score -2823789 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2823850.750000 Penalty: 971.658813
	Iteration 19Q: 3 clusters Score -2823851 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2823950.000000 Penalty: 971.658813
	Iteration 20F: 3 clusters Score -2823950 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2824034.000000 Penalty: 971.658813
	Iteration 21Q: 3 clusters Score -2824034 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2824157.000000 Penalty: 971.658813
	Iteration 22Q: 3 clusters Score -2824157 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2824305.500000 Penalty: 971.658813
	Iteration 23Q: 3 clusters Score -2824306 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2824439.500000 Penalty: 971.658813
	Iteration 24Q: 3 clusters Score -2824440 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2824603.000000 Penalty: 971.658813
	Iteration 25Q: 3 clusters Score -2824603 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2824757.750000 Penalty: 971.658813
	Iteration 26Q: 3 clusters Score -2824758 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2824920.750000 Penalty: 971.658813
	Iteration 27Q: 3 clusters Score -2824921 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2825087.750000 Penalty: 971.658813
	Iteration 28Q: 3 clusters Score -2825088 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2825240 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2825347.000000 Penalty: 971.658813
	Iteration 30Q: 3 clusters Score -2825347 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2825439.250000 Penalty: 971.658813
	Iteration 31Q: 3 clusters Score -2825439 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2825538.500000 Penalty: 971.658813
	Iteration 32Q: 3 clusters Score -2825538 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2825617.000000 Penalty: 971.658813
	Iteration 33Q: 3 clusters Score -2825617 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2825711.750000 Penalty: 971.658813
	Iteration 34Q: 3 clusters Score -2825712 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2825804.500000 Penalty: 971.658813
	Iteration 35Q: 3 clusters Score -2825804 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2825898.500000 Penalty: 971.658813
	Iteration 36Q: 3 clusters Score -2825898 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2825989.250000 Penalty: 971.658813
	Iteration 37Q: 3 clusters Score -2825989 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2826072.500000 Penalty: 971.658813
	Iteration 38Q: 3 clusters Score -2826072 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2826144.750000 Penalty: 971.658813
	Iteration 39Q: 3 clusters Score -2826145 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2826204.000000 Penalty: 971.658813
	Iteration 40F: 3 clusters Score -2826204 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2826278.250000 Penalty: 971.658813
	Iteration 41Q: 3 clusters Score -2826278 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2826327.000000 Penalty: 971.658813
	Iteration 42Q: 3 clusters Score -2826327 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2826393.750000 Penalty: 971.658813
	Iteration 43Q: 3 clusters Score -2826394 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2826454 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2826521.250000 Penalty: 971.658813
	Iteration 45Q: 3 clusters Score -2826521 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2826601.250000 Penalty: 971.658813
	Iteration 46Q: 3 clusters Score -2826601 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2826668 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2826729.000000 Penalty: 971.658813
	Iteration 48Q: 3 clusters Score -2826729 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2826790.500000 Penalty: 971.658813
	Iteration 49Q: 3 clusters Score -2826790 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2826853.000000 Penalty: 971.658813
	Iteration 50Q: 3 clusters Score -2826853 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2826884.500000 Penalty: 971.658813
	Iteration 51Q: 3 clusters Score -2826884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2826914.000000 Penalty: 971.658813
	Iteration 52Q: 3 clusters Score -2826914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2826936.250000 Penalty: 971.658813
	Iteration 53Q: 3 clusters Score -2826936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2826957.250000 Penalty: 971.658813
	Iteration 54Q: 3 clusters Score -2826957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2826968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2826987 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2827005.250000 Penalty: 971.658813
	Iteration 57Q: 3 clusters Score -2827005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2827016.750000 Penalty: 971.658813
	Iteration 58Q: 3 clusters Score -2827017 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2827035.000000 Penalty: 971.658813
	Iteration 59Q: 3 clusters Score -2827035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2827036.750000 Penalty: 971.658813
	Iteration 60F: 3 clusters Score -2827037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2827036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2827037.750000 Penalty: 971.658813
	Iteration 62Q: 3 clusters Score -2827038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2827045.500000 Penalty: 971.658813
	Iteration 63Q: 3 clusters Score -2827046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2827043.500000 Penalty: 971.658813
	Iteration 64Q: 3 clusters Score -2827044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2827043.000000 Penalty: 971.658813
	Iteration 65Q: 3 clusters Score -2827043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2827052.750000 Penalty: 971.658813
	Iteration 66Q: 3 clusters Score -2827053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2827059.250000 Penalty: 971.658813
	Iteration 67Q: 3 clusters Score -2827059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2827065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2827067.000000 Penalty: 971.658813
	Iteration 69Q: 3 clusters Score -2827067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2827067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2827070.750000 Penalty: 971.658813
	Iteration 71Q: 3 clusters Score -2827071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2827080.250000 Penalty: 971.658813
	Iteration 72Q: 3 clusters Score -2827080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2827087.000000 Penalty: 971.658813
	Iteration 73Q: 3 clusters Score -2827087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2827096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2827099.750000 Penalty: 971.658813
	Iteration 75Q: 3 clusters Score -2827100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2827103.500000 Penalty: 971.658813
	Iteration 76Q: 3 clusters Score -2827104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2827117.250000 Penalty: 971.658813
	Iteration 77Q: 3 clusters Score -2827117 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2827113.000000 Penalty: 971.658813
	Iteration 78Q: 3 clusters Score -2827113 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2827120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2827135.000000 Penalty: 971.658813
	Iteration 80F: 3 clusters Score -2827135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2827136.750000 Penalty: 971.658813
	Iteration 81Q: 3 clusters Score -2827137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2827147.750000 Penalty: 971.658813
	Iteration 82Q: 3 clusters Score -2827148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2827161.500000 Penalty: 971.658813
	Iteration 83Q: 3 clusters Score -2827162 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2827173.000000 Penalty: 971.658813
	Iteration 84Q: 3 clusters Score -2827173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2827174.250000 Penalty: 971.658813
	Iteration 85Q: 3 clusters Score -2827174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2827185.000000 Penalty: 971.658813
	Iteration 86Q: 3 clusters Score -2827185 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2827194.250000 Penalty: 971.658813
	Iteration 87Q: 3 clusters Score -2827194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2827192.500000 Penalty: 971.658813
	Iteration 88Q: 3 clusters Score -2827192 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2827212.000000 Penalty: 971.658813
	Iteration 89Q: 3 clusters Score -2827212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2827209.000000 Penalty: 971.658813
	Iteration 90Q: 3 clusters Score -2827209 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2827222.250000 Penalty: 971.658813
	Iteration 91Q: 3 clusters Score -2827222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2827241.250000 Penalty: 971.658813
	Iteration 92Q: 3 clusters Score -2827241 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2827261.000000 Penalty: 971.658813
	Iteration 93Q: 3 clusters Score -2827261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2827276.250000 Penalty: 971.658813
	Iteration 94Q: 3 clusters Score -2827276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2827296.000000 Penalty: 971.658813
	Iteration 95Q: 3 clusters Score -2827296 nChanged 259
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Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2827322.250000 Penalty: 971.658813
	Iteration 96Q: 3 clusters Score -2827322 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2827343.000000 Penalty: 971.658813
	Iteration 97Q: 3 clusters Score -2827343 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2827359.500000 Penalty: 971.658813
	Iteration 98Q: 3 clusters Score -2827360 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2827382.750000 Penalty: 971.658813
	Iteration 99Q: 3 clusters Score -2827383 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2827422.750000 Penalty: 971.658813
	Iteration 100F: 3 clusters Score -2827423 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2827461.500000 Penalty: 971.658813
	Iteration 101Q: 3 clusters Score -2827462 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2827512.250000 Penalty: 971.658813
	Iteration 102Q: 3 clusters Score -2827512 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2827568.500000 Penalty: 971.658813
	Iteration 103Q: 3 clusters Score -2827568 nChanged 349
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Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2827596.000000 Penalty: 971.658813
	Iteration 104Q: 3 clusters Score -2827596 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2827633.750000 Penalty: 971.658813
	Iteration 105Q: 3 clusters Score -2827634 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2827680.250000 Penalty: 971.658813
	Iteration 106Q: 3 clusters Score -2827680 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2827740.500000 Penalty: 971.658813
	Iteration 107Q: 3 clusters Score -2827740 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2827796.500000 Penalty: 971.658813
	Iteration 108Q: 3 clusters Score -2827796 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2827845.750000 Penalty: 971.658813
	Iteration 109Q: 3 clusters Score -2827846 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2827912.750000 Penalty: 971.658813
	Iteration 110Q: 3 clusters Score -2827913 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2827965.000000 Penalty: 971.658813
	Iteration 111Q: 3 clusters Score -2827965 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2828025.750000 Penalty: 971.658813
	Iteration 112Q: 3 clusters Score -2828026 nChanged 370
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2828099.500000 Penalty: 971.658813
	Iteration 113Q: 3 clusters Score -2828100 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2828189.500000 Penalty: 971.658813
	Iteration 114Q: 3 clusters Score -2828190 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2828250.000000 Penalty: 971.658813
	Iteration 115Q: 3 clusters Score -2828250 nChanged 416
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2828351.000000 Penalty: 971.658813
	Iteration 116Q: 3 clusters Score -2828351 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2828433.000000 Penalty: 971.658813
	Iteration 117Q: 3 clusters Score -2828433 nChanged 426
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 4243 members 
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	Iteration 120F: 3 clusters Score -2828749 nChanged 384
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Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 3859 members 
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	Iteration 121Q: 3 clusters Score -2828873 nChanged 353
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Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2828972 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2829058 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2829120 nChanged 273
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2829166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2829197 nChanged 207
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Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2829226 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2829270 nChanged 214
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Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2829319 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2829354 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2829384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2829394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2829399 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2829407 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2829442 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2829459 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2829473 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2829468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2829477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2829479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2829494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2829500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2829512 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2829514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2829510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2829519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2829522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2829531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2829541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2829554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2829559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2829564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2829564 nChanged 14
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Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2829574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2829574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2829576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2829578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2829575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2829576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2829577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2829576 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2829579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2829577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2829578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2829576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2829576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2829576 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2829577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2829577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -2829577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 43759 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 88558 members 
Mstep: Class 10 contains 9023 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 77138 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 79747 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 51200 members 
Mstep: Class 24 contains 12561 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 20717 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81921 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 7070 members 
Mstep: Class 33 contains 43372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 34 clusters Score -4.223563e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 43756 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 88554 members 
Mstep: Class 10 contains 9021 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 77179 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 79752 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 51183 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3667 members 
Mstep: Class 28 contains 20714 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81850 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 7091 members 
Mstep: Class 33 contains 43365 members 
Entering Unmasked Estep 
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Iteration 320F: 34 clusters Score -4.22357e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 43756 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 9024 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 77193 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 79743 members 
Mstep: Class 15 contains 31831 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 2114 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 514 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 51164 members 
Mstep: Class 24 contains 12648 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3669 members 
Mstep: Class 28 contains 20713 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81811 members 
Mstep: Class 31 contains 3320 members 
Mstep: Class 32 contains 7098 members 
Mstep: Class 33 contains 43343 members 
Entering Unmasked Estep 
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Iteration 321Q: 34 clusters Score -4.223575e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 43754 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 4041 members 
Mstep: Class 9 contains 88544 members 
Mstep: Class 10 contains 9024 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 77200 members 
Mstep: Class 13 contains 1500 members 
Mstep: Class 14 contains 79760 members 
Mstep: Class 15 contains 31830 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 15341 members 
Mstep: Class 23 contains 51140 members 
Mstep: Class 24 contains 12690 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3676 members 
Mstep: Class 28 contains 20716 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81752 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 7106 members 
Mstep: Class 33 contains 43338 members 
Entering Unmasked Estep 
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Iteration 322Q: 34 clusters Score -4.22357e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 7665 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4110 members 
Mstep: Class 6 contains 43752 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 88542 members 
Mstep: Class 10 contains 9026 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 77241 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 79752 members 
Mstep: Class 15 contains 31825 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 521 members 
Mstep: Class 22 contains 15376 members 
Mstep: Class 23 contains 51115 members 
Mstep: Class 24 contains 12729 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3681 members 
Mstep: Class 28 contains 20731 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81679 members 
Mstep: Class 31 contains 3312 members 
Mstep: Class 32 contains 7118 members 
Mstep: Class 33 contains 43323 members 
Entering Unmasked Estep 
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Iteration 323Q: 34 clusters Score -4.223584e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 7656 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 43749 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 88560 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 15563 members 
Mstep: Class 12 contains 77280 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 79746 members 
Mstep: Class 15 contains 31821 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 523 members 
Mstep: Class 22 contains 15397 members 
Mstep: Class 23 contains 51097 members 
Mstep: Class 24 contains 12746 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3691 members 
Mstep: Class 28 contains 20728 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81607 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 7131 members 
Mstep: Class 33 contains 43318 members 
Entering Unmasked Estep 
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Iteration 324Q: 34 clusters Score -4.223583e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 7645 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 6 contains 43749 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 88574 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 15559 members 
Mstep: Class 12 contains 77342 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 79732 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 523 members 
Mstep: Class 22 contains 15430 members 
Mstep: Class 23 contains 51072 members 
Mstep: Class 24 contains 12768 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 20721 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81544 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 7151 members 
Mstep: Class 33 contains 43315 members 
Entering Unmasked Estep 
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Iteration 325Q: 34 clusters Score -4.223578e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 43748 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 88576 members 
Mstep: Class 10 contains 9036 members 
Mstep: Class 11 contains 15551 members 
Mstep: Class 12 contains 77374 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 79736 members 
Mstep: Class 15 contains 31816 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 1328 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 524 members 
Mstep: Class 22 contains 15460 members 
Mstep: Class 23 contains 51062 members 
Mstep: Class 24 contains 12792 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 20723 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81487 members 
Mstep: Class 31 contains 3303 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 43311 members 
Entering Unmasked Estep 
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Iteration 326Q: 34 clusters Score -4.223562e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 7634 members 
Mstep: Class 4 contains 766 members 
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Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 88587 members 
Mstep: Class 10 contains 9037 members 
Mstep: Class 11 contains 15548 members 
Mstep: Class 12 contains 77414 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 79744 members 
Mstep: Class 15 contains 31813 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 15475 members 
Mstep: Class 23 contains 51054 members 
Mstep: Class 24 contains 12812 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3727 members 
Mstep: Class 28 contains 20706 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81439 members 
Mstep: Class 31 contains 3301 members 
Mstep: Class 32 contains 7183 members 
Mstep: Class 33 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235740.000000 Penalty: 20201.414062
Iteration 327Q: 34 clusters Score -4.223574e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 7626 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 43743 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 88597 members 
Mstep: Class 10 contains 9039 members 
Mstep: Class 11 contains 15545 members 
Mstep: Class 12 contains 77444 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 79752 members 
Mstep: Class 15 contains 31812 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 1328 members 
Mstep: Class 19 contains 2173 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 15498 members 
Mstep: Class 23 contains 51050 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 3733 members 
Mstep: Class 28 contains 20687 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81408 members 
Mstep: Class 31 contains 3300 members 
Mstep: Class 32 contains 7198 members 
Mstep: Class 33 contains 43346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235848.000000 Penalty: 20201.414062
Iteration 328Q: 34 clusters Score -4.223585e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 7618 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 43746 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 88594 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 15539 members 
Mstep: Class 12 contains 77478 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 79746 members 
Mstep: Class 15 contains 31809 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15520 members 
Mstep: Class 23 contains 51037 members 
Mstep: Class 24 contains 12869 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3746 members 
Mstep: Class 28 contains 20675 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81383 members 
Mstep: Class 31 contains 3300 members 
Mstep: Class 32 contains 7221 members 
Mstep: Class 33 contains 43362 members 
Entering Unmasked Estep 
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Iteration 329Q: 34 clusters Score -4.223576e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 7608 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 43750 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 88598 members 
Mstep: Class 10 contains 9037 members 
Mstep: Class 11 contains 15536 members 
Mstep: Class 12 contains 77494 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 79737 members 
Mstep: Class 15 contains 31810 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 51032 members 
Mstep: Class 24 contains 12914 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3764 members 
Mstep: Class 28 contains 20663 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81353 members 
Mstep: Class 31 contains 3300 members 
Mstep: Class 32 contains 7240 members 
Mstep: Class 33 contains 43379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 34 clusters Score -4.223582e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 43747 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 88599 members 
Mstep: Class 10 contains 9042 members 
Mstep: Class 11 contains 15535 members 
Mstep: Class 12 contains 77520 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 79716 members 
Mstep: Class 15 contains 31812 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15590 members 
Mstep: Class 23 contains 51017 members 
Mstep: Class 24 contains 12952 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 20652 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81346 members 
Mstep: Class 31 contains 3297 members 
Mstep: Class 32 contains 7256 members 
Mstep: Class 33 contains 43397 members 
Entering Unmasked Estep 
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Score: -42235900.000000 Penalty: 20201.414062
Iteration 331Q: 34 clusters Score -4.22359e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 43751 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 88591 members 
Mstep: Class 10 contains 9048 members 
Mstep: Class 11 contains 15537 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 79684 members 
Mstep: Class 15 contains 31814 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15615 members 
Mstep: Class 23 contains 51014 members 
Mstep: Class 24 contains 12992 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3790 members 
Mstep: Class 28 contains 20647 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81368 members 
Mstep: Class 31 contains 3291 members 
Mstep: Class 32 contains 7276 members 
Mstep: Class 33 contains 43414 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 34 clusters Score -4.223588e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7582 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 43753 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 88578 members 
Mstep: Class 10 contains 9054 members 
Mstep: Class 11 contains 15539 members 
Mstep: Class 12 contains 77538 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 79646 members 
Mstep: Class 15 contains 31818 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1328 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15639 members 
Mstep: Class 23 contains 50994 members 
Mstep: Class 24 contains 13041 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3800 members 
Mstep: Class 28 contains 20637 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81386 members 
Mstep: Class 31 contains 3286 members 
Mstep: Class 32 contains 7297 members 
Mstep: Class 33 contains 43431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235912.000000 Penalty: 20201.414062
Iteration 333Q: 34 clusters Score -4.223591e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7572 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 43754 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 88570 members 
Mstep: Class 10 contains 9062 members 
Mstep: Class 11 contains 15542 members 
Mstep: Class 12 contains 77557 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 79619 members 
Mstep: Class 15 contains 31818 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 1326 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15676 members 
Mstep: Class 23 contains 50973 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3804 members 
Mstep: Class 28 contains 20627 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81372 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 43450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236032.000000 Penalty: 20201.414062
Iteration 334Q: 34 clusters Score -4.223603e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 43760 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 88581 members 
Mstep: Class 10 contains 9065 members 
Mstep: Class 11 contains 15540 members 
Mstep: Class 12 contains 77552 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 79602 members 
Mstep: Class 15 contains 31819 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15706 members 
Mstep: Class 23 contains 50952 members 
Mstep: Class 24 contains 13157 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 20617 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81352 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7337 members 
Mstep: Class 33 contains 43463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 335Q: 34 clusters Score -4.223604e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 88586 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 15543 members 
Mstep: Class 12 contains 77542 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 79602 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 1326 members 
Mstep: Class 19 contains 2207 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15745 members 
Mstep: Class 23 contains 50928 members 
Mstep: Class 24 contains 13210 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 20614 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81338 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7356 members 
Mstep: Class 33 contains 43470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236264.000000 Penalty: 20201.414062
Iteration 336Q: 34 clusters Score -4.223626e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 43765 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 88600 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 15553 members 
Mstep: Class 12 contains 77493 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 79606 members 
Mstep: Class 15 contains 31818 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15766 members 
Mstep: Class 23 contains 50922 members 
Mstep: Class 24 contains 13276 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3817 members 
Mstep: Class 28 contains 20613 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81323 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7363 members 
Mstep: Class 33 contains 43481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236356.000000 Penalty: 20201.414062
Iteration 337Q: 34 clusters Score -4.223636e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 88607 members 
Mstep: Class 10 contains 9070 members 
Mstep: Class 11 contains 15551 members 
Mstep: Class 12 contains 77436 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 79611 members 
Mstep: Class 15 contains 31816 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15790 members 
Mstep: Class 23 contains 50917 members 
Mstep: Class 24 contains 13339 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 20598 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81311 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7360 members 
Mstep: Class 33 contains 43494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236368.000000 Penalty: 20201.414062
Iteration 338Q: 34 clusters Score -4.223637e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 43780 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4141 members 
Mstep: Class 9 contains 88612 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 77379 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 79613 members 
Mstep: Class 15 contains 31811 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 1321 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15809 members 
Mstep: Class 23 contains 50914 members 
Mstep: Class 24 contains 13391 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 3813 members 
Mstep: Class 28 contains 20596 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81305 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7363 members 
Mstep: Class 33 contains 43500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 339Q: 34 clusters Score -4.223638e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 43787 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 88604 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 77344 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 79596 members 
Mstep: Class 15 contains 31807 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 1319 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15832 members 
Mstep: Class 23 contains 50910 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 20596 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81306 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 7368 members 
Mstep: Class 33 contains 43504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 340F: 34 clusters Score -4.223644e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 88604 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 15551 members 
Mstep: Class 12 contains 77337 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 79570 members 
Mstep: Class 15 contains 31806 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15863 members 
Mstep: Class 23 contains 50898 members 
Mstep: Class 24 contains 13536 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81307 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 43506 members 
Entering Unmasked Estep 
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Iteration 341Q: 34 clusters Score -4.223657e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 43788 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 88603 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 15558 members 
Mstep: Class 12 contains 77331 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 79567 members 
Mstep: Class 15 contains 31803 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 2255 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15896 members 
Mstep: Class 23 contains 50890 members 
Mstep: Class 24 contains 13595 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 3808 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81285 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 7367 members 
Mstep: Class 33 contains 43509 members 
Entering Unmasked Estep 
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Iteration 342Q: 34 clusters Score -4.223663e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7450 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 43790 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 88614 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 15561 members 
Mstep: Class 12 contains 77335 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 79550 members 
Mstep: Class 15 contains 31804 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 1309 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 15931 members 
Mstep: Class 23 contains 50880 members 
Mstep: Class 24 contains 13648 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 3808 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81233 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 7373 members 
Mstep: Class 33 contains 43514 members 
Entering Unmasked Estep 
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Iteration 343Q: 34 clusters Score -4.223673e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 88615 members 
Mstep: Class 10 contains 9087 members 
Mstep: Class 11 contains 15565 members 
Mstep: Class 12 contains 77347 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 79528 members 
Mstep: Class 15 contains 31798 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 15969 members 
Mstep: Class 23 contains 50866 members 
Mstep: Class 24 contains 13712 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1629 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81157 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 43516 members 
Entering Unmasked Estep 
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Iteration 344Q: 34 clusters Score -4.223673e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 43784 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 88617 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 77356 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79492 members 
Mstep: Class 15 contains 31793 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16008 members 
Mstep: Class 23 contains 50854 members 
Mstep: Class 24 contains 13782 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 20590 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81107 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7379 members 
Mstep: Class 33 contains 43519 members 
Entering Unmasked Estep 
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Iteration 345Q: 34 clusters Score -4.223671e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 43780 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 88615 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 77389 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79436 members 
Mstep: Class 15 contains 31783 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16053 members 
Mstep: Class 23 contains 50837 members 
Mstep: Class 24 contains 13862 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 3803 members 
Mstep: Class 28 contains 20582 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81056 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236828.000000 Penalty: 20201.414062
Iteration 346Q: 34 clusters Score -4.223683e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 43771 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 88635 members 
Mstep: Class 10 contains 9095 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 77420 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79399 members 
Mstep: Class 15 contains 31774 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 1304 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16086 members 
Mstep: Class 23 contains 50819 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 20579 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 81034 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7395 members 
Mstep: Class 33 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236820.000000 Penalty: 20201.414062
Iteration 347Q: 34 clusters Score -4.223682e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 88638 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 77439 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79372 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 1303 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16103 members 
Mstep: Class 23 contains 50818 members 
Mstep: Class 24 contains 14011 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 3797 members 
Mstep: Class 28 contains 20570 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80994 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7403 members 
Mstep: Class 33 contains 43549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236892.000000 Penalty: 20201.414062
Iteration 348Q: 34 clusters Score -4.223689e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 43758 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 88636 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 77431 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 79385 members 
Mstep: Class 15 contains 31759 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 1303 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16113 members 
Mstep: Class 23 contains 50829 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 3796 members 
Mstep: Class 28 contains 20564 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80956 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7414 members 
Mstep: Class 33 contains 43564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236920.000000 Penalty: 20201.414062
Iteration 349Q: 34 clusters Score -4.223692e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 43752 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 88652 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 15562 members 
Mstep: Class 12 contains 77407 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79363 members 
Mstep: Class 15 contains 31752 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16134 members 
Mstep: Class 23 contains 50847 members 
Mstep: Class 24 contains 14196 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 3796 members 
Mstep: Class 28 contains 20559 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80932 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7419 members 
Mstep: Class 33 contains 43574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236996.000000 Penalty: 20201.414062
Iteration 350Q: 34 clusters Score -4.2237e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 7330 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 43748 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 88676 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 15561 members 
Mstep: Class 12 contains 77372 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79342 members 
Mstep: Class 15 contains 31736 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16162 members 
Mstep: Class 23 contains 50841 members 
Mstep: Class 24 contains 14305 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 20554 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80908 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 43586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236940.000000 Penalty: 20201.414062
Iteration 351Q: 34 clusters Score -4.223694e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 43746 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 88690 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 77327 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 79326 members 
Mstep: Class 15 contains 31720 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16189 members 
Mstep: Class 23 contains 50829 members 
Mstep: Class 24 contains 14417 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 3808 members 
Mstep: Class 28 contains 20547 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80869 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 43599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236940.000000 Penalty: 20201.414062
Iteration 352Q: 34 clusters Score -4.223694e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 7292 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 43738 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 88709 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 15577 members 
Mstep: Class 12 contains 77297 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 79288 members 
Mstep: Class 15 contains 31710 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16203 members 
Mstep: Class 23 contains 50828 members 
Mstep: Class 24 contains 14528 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 20547 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80847 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7419 members 
Mstep: Class 33 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237036.000000 Penalty: 20201.414062
Iteration 353Q: 34 clusters Score -4.223704e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 43740 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 88734 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 77291 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 79250 members 
Mstep: Class 15 contains 31699 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16205 members 
Mstep: Class 23 contains 50837 members 
Mstep: Class 24 contains 14620 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 20549 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80824 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7408 members 
Mstep: Class 33 contains 43606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237052.000000 Penalty: 20201.414062
Iteration 354Q: 34 clusters Score -4.223705e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 88766 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 12 contains 77284 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 31690 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16217 members 
Mstep: Class 23 contains 50838 members 
Mstep: Class 24 contains 14692 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 3822 members 
Mstep: Class 28 contains 20550 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80784 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7404 members 
Mstep: Class 33 contains 43611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237196.000000 Penalty: 20201.414062
Iteration 355Q: 34 clusters Score -4.22372e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 7245 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 43732 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 88785 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 77269 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 79196 members 
Mstep: Class 15 contains 31681 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16238 members 
Mstep: Class 23 contains 50834 members 
Mstep: Class 24 contains 14777 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 3822 members 
Mstep: Class 28 contains 20551 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80727 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7408 members 
Mstep: Class 33 contains 43614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237140.000000 Penalty: 20201.414062
Iteration 356Q: 34 clusters Score -4.223714e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 7241 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 6 contains 43727 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 88791 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 15564 members 
Mstep: Class 12 contains 77266 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 79184 members 
Mstep: Class 15 contains 31671 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16259 members 
Mstep: Class 23 contains 50818 members 
Mstep: Class 24 contains 14858 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 20554 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80680 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7405 members 
Mstep: Class 33 contains 43614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237128.000000 Penalty: 20201.414062
Iteration 357Q: 34 clusters Score -4.223713e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 7230 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 43723 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 88805 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 15551 members 
Mstep: Class 12 contains 77250 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 79162 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 50802 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 3831 members 
Mstep: Class 28 contains 20553 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 80616 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7404 members 
Mstep: Class 33 contains 43613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237236.000000 Penalty: 20201.414062
Iteration 358Q: 34 clusters Score -4.223724e+07 nChanged 589
Entering ConstructFrom: 
Score: -42237236.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (78079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Entering Unmasked Estep 
Score: -4977316.500000 Penalty: 512.579163
	Iteration 0F: 2 clusters Score -4977316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4926694.000000 Penalty: 1025.158325
	Iteration 0F: 3 clusters Score -4926694 nChanged 37925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -4950477.500000 Penalty: 1025.158325
	Iteration 1F: 3 clusters Score -4950478 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -4951656.500000 Penalty: 1025.158325
	Iteration 2Q: 3 clusters Score -4951656 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -4953596.500000 Penalty: 1025.158325
	Iteration 3Q: 3 clusters Score -4953596 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4956479.000000 Penalty: 1025.158325
	Iteration 4F: 3 clusters Score -4956479 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -4960145.500000 Penalty: 1025.158325
	Iteration 5F: 3 clusters Score -4960146 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -4963045.500000 Penalty: 1025.158325
	Iteration 6F: 3 clusters Score -4963046 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -4964123.000000 Penalty: 1025.158325
	Iteration 7Q: 3 clusters Score -4964123 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -4964490.500000 Penalty: 1025.158325
	Iteration 8Q: 3 clusters Score -4964490 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -4964643.000000 Penalty: 1025.158325
	Iteration 9Q: 3 clusters Score -4964643 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -4964843.500000 Penalty: 1025.158325
	Iteration 10Q: 3 clusters Score -4964844 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -4964983.000000 Penalty: 1025.158325
	Iteration 11Q: 3 clusters Score -4964983 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -4965173.500000 Penalty: 1025.158325
	Iteration 12Q: 3 clusters Score -4965174 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -4965388.500000 Penalty: 1025.158325
	Iteration 13Q: 3 clusters Score -4965388 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -4965616.000000 Penalty: 1025.158325
	Iteration 14Q: 3 clusters Score -4965616 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -4965908.500000 Penalty: 1025.158325
	Iteration 15Q: 3 clusters Score -4965908 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -4966202.500000 Penalty: 1025.158325
	Iteration 16Q: 3 clusters Score -4966202 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -4966540.000000 Penalty: 1025.158325
	Iteration 17Q: 3 clusters Score -4966540 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -4966905.500000 Penalty: 1025.158325
	Iteration 18Q: 3 clusters Score -4966906 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -4967311.000000 Penalty: 1025.158325
	Iteration 19Q: 3 clusters Score -4967311 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -4967704.000000 Penalty: 1025.158325
	Iteration 20F: 3 clusters Score -4967704 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -4968178.000000 Penalty: 1025.158325
	Iteration 21Q: 3 clusters Score -4968178 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -4968663.000000 Penalty: 1025.158325
	Iteration 22Q: 3 clusters Score -4968663 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -4969175.500000 Penalty: 1025.158325
	Iteration 23Q: 3 clusters Score -4969176 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -4969737.500000 Penalty: 1025.158325
	Iteration 24Q: 3 clusters Score -4969738 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -4970341.500000 Penalty: 1025.158325
	Iteration 25Q: 3 clusters Score -4970342 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -4970925.000000 Penalty: 1025.158325
	Iteration 26Q: 3 clusters Score -4970925 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -4971567.500000 Penalty: 1025.158325
	Iteration 27Q: 3 clusters Score -4971568 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -4972210.500000 Penalty: 1025.158325
	Iteration 28Q: 3 clusters Score -4972210 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -4972967.500000 Penalty: 1025.158325
	Iteration 29Q: 3 clusters Score -4972968 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -4973732.500000 Penalty: 1025.158325
	Iteration 30Q: 3 clusters Score -4973732 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -4974458.000000 Penalty: 1025.158325
	Iteration 31Q: 3 clusters Score -4974458 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -4975113.500000 Penalty: 1025.158325
	Iteration 32Q: 3 clusters Score -4975114 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -4975628.000000 Penalty: 1025.158325
	Iteration 33Q: 3 clusters Score -4975628 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -4976016.000000 Penalty: 1025.158325
	Iteration 34Q: 3 clusters Score -4976016 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -4976322.000000 Penalty: 1025.158325
	Iteration 35Q: 3 clusters Score -4976322 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -4976448.000000 Penalty: 1025.158325
	Iteration 36Q: 3 clusters Score -4976448 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -4976593.000000 Penalty: 1025.158325
	Iteration 37Q: 3 clusters Score -4976593 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -4976709.000000 Penalty: 1025.158325
	Iteration 38Q: 3 clusters Score -4976709 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -4976776.500000 Penalty: 1025.158325
	Iteration 39Q: 3 clusters Score -4976776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -4976836.000000 Penalty: 1025.158325
	Iteration 40F: 3 clusters Score -4976836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -4976854.500000 Penalty: 1025.158325
	Iteration 41Q: 3 clusters Score -4976854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -4976872.000000 Penalty: 1025.158325
	Iteration 42Q: 3 clusters Score -4976872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -4976867.000000 Penalty: 1025.158325
	Iteration 43Q: 3 clusters Score -4976867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -4976863.000000 Penalty: 1025.158325
	Iteration 44Q: 3 clusters Score -4976863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -4976863.500000 Penalty: 1025.158325
	Iteration 45Q: 3 clusters Score -4976864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -4976872.500000 Penalty: 1025.158325
	Iteration 46Q: 3 clusters Score -4976872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -4976875.000000 Penalty: 1025.158325
	Iteration 47Q: 3 clusters Score -4976875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -4976875.500000 Penalty: 1025.158325
	Iteration 48Q: 3 clusters Score -4976876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -4976875.500000 Penalty: 1025.158325
	Iteration 49F: 3 clusters Score -4976876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -92166.687500 Penalty: 332.140778
	Iteration 0F: 2 clusters Score -92166.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -91055.539062 Penalty: 664.281555
	Iteration 0F: 3 clusters Score -91055.54 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91431.390625 Penalty: 664.281555
	Iteration 1F: 3 clusters Score -91431.39 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -91526.289062 Penalty: 664.281555
	Iteration 2F: 3 clusters Score -91526.29 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91614.343750 Penalty: 664.281555
	Iteration 3F: 3 clusters Score -91614.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91683.765625 Penalty: 664.281555
	Iteration 4F: 3 clusters Score -91683.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -91729.437500 Penalty: 664.281555
	Iteration 5Q: 3 clusters Score -91729.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91749.968750 Penalty: 664.281555
	Iteration 6Q: 3 clusters Score -91749.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91758.484375 Penalty: 664.281555
	Iteration 7Q: 3 clusters Score -91758.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91764.265625 Penalty: 664.281555
	Iteration 8Q: 3 clusters Score -91764.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91768.820312 Penalty: 664.281555
	Iteration 9Q: 3 clusters Score -91768.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91773.585938 Penalty: 664.281555
	Iteration 10Q: 3 clusters Score -91773.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91779.195312 Penalty: 664.281555
	Iteration 11Q: 3 clusters Score -91779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91782.210938 Penalty: 664.281555
	Iteration 12Q: 3 clusters Score -91782.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91786.773438 Penalty: 664.281555
	Iteration 13Q: 3 clusters Score -91786.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91794.195312 Penalty: 664.281555
	Iteration 14Q: 3 clusters Score -91794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91797.929688 Penalty: 664.281555
	Iteration 15Q: 3 clusters Score -91797.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91801.593750 Penalty: 664.281555
	Iteration 16Q: 3 clusters Score -91801.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91802.632812 Penalty: 664.281555
	Iteration 17Q: 3 clusters Score -91802.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91805.054688 Penalty: 664.281555
	Iteration 18Q: 3 clusters Score -91805.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91806.625000 Penalty: 664.281555
	Iteration 19Q: 3 clusters Score -91806.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91807.914062 Penalty: 664.281555
	Iteration 20F: 3 clusters Score -91807.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91810.859375 Penalty: 664.281555
	Iteration 21Q: 3 clusters Score -91810.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91814.718750 Penalty: 664.281555
	Iteration 22Q: 3 clusters Score -91814.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91815.968750 Penalty: 664.281555
	Iteration 23Q: 3 clusters Score -91815.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91817.000000 Penalty: 664.281555
	Iteration 24Q: 3 clusters Score -91817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91818.023438 Penalty: 664.281555
	Iteration 25Q: 3 clusters Score -91818.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91818.515625 Penalty: 664.281555
	Iteration 26Q: 3 clusters Score -91818.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91819.648438 Penalty: 664.281555
	Iteration 27Q: 3 clusters Score -91819.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91820.250000 Penalty: 664.281555
	Iteration 28Q: 3 clusters Score -91820.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91820.390625 Penalty: 664.281555
	Iteration 29Q: 3 clusters Score -91820.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91821.437500 Penalty: 664.281555
	Iteration 30Q: 3 clusters Score -91821.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91821.921875 Penalty: 664.281555
	Iteration 31Q: 3 clusters Score -91821.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91823.281250 Penalty: 664.281555
	Iteration 32Q: 3 clusters Score -91823.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91824.984375 Penalty: 664.281555
	Iteration 33Q: 3 clusters Score -91824.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91826.578125 Penalty: 664.281555
	Iteration 34Q: 3 clusters Score -91826.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -91828.117188 Penalty: 664.281555
	Iteration 35Q: 3 clusters Score -91828.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91829.007812 Penalty: 664.281555
	Iteration 36Q: 3 clusters Score -91829.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91829.984375 Penalty: 664.281555
	Iteration 37Q: 3 clusters Score -91829.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91830.250000 Penalty: 664.281555
	Iteration 38Q: 3 clusters Score -91830.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -91830.484375 Penalty: 664.281555
	Iteration 39Q: 3 clusters Score -91830.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -91830.664062 Penalty: 664.281555
	Iteration 40F: 3 clusters Score -91830.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91830.828125 Penalty: 664.281555
	Iteration 41Q: 3 clusters Score -91830.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91831.859375 Penalty: 664.281555
	Iteration 42Q: 3 clusters Score -91831.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91832.914062 Penalty: 664.281555
	Iteration 43Q: 3 clusters Score -91832.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91835.007812 Penalty: 664.281555
	Iteration 44Q: 3 clusters Score -91835.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -91837.953125 Penalty: 664.281555
	Iteration 45Q: 3 clusters Score -91837.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91841.648438 Penalty: 664.281555
	Iteration 46Q: 3 clusters Score -91841.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91843.273438 Penalty: 664.281555
	Iteration 47Q: 3 clusters Score -91843.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91843.703125 Penalty: 664.281555
	Iteration 48Q: 3 clusters Score -91843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91843.703125 Penalty: 664.281555
	Iteration 49F: 3 clusters Score -91843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Entering Unmasked Estep 
Score: -458349.187500 Penalty: 404.224548
	Iteration 0F: 2 clusters Score -458349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -453518.625000 Penalty: 808.449097
	Iteration 0F: 3 clusters Score -453518.6 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -455347.437500 Penalty: 808.449097
	Iteration 1F: 3 clusters Score -455347.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -455475.250000 Penalty: 808.449097
	Iteration 2Q: 3 clusters Score -455475.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -455610.937500 Penalty: 808.449097
	Iteration 3Q: 3 clusters Score -455610.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -455765.125000 Penalty: 808.449097
	Iteration 4Q: 3 clusters Score -455765.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -455989.343750 Penalty: 808.449097
	Iteration 5F: 3 clusters Score -455989.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -456254.000000 Penalty: 808.449097
	Iteration 6F: 3 clusters Score -456254 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -456623.593750 Penalty: 808.449097
	Iteration 7F: 3 clusters Score -456623.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -457054.562500 Penalty: 808.449097
	Iteration 8F: 3 clusters Score -457054.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -457424.718750 Penalty: 808.449097
	Iteration 9Q: 3 clusters Score -457424.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -457686.968750 Penalty: 808.449097
	Iteration 10Q: 3 clusters Score -457687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -457825.312500 Penalty: 808.449097
	Iteration 11Q: 3 clusters Score -457825.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -457876.281250 Penalty: 808.449097
	Iteration 12Q: 3 clusters Score -457876.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -457909.250000 Penalty: 808.449097
	Iteration 13Q: 3 clusters Score -457909.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -457928.468750 Penalty: 808.449097
	Iteration 14Q: 3 clusters Score -457928.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -457940.812500 Penalty: 808.449097
	Iteration 15Q: 3 clusters Score -457940.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -457954.031250 Penalty: 808.449097
	Iteration 16Q: 3 clusters Score -457954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -457958.687500 Penalty: 808.449097
	Iteration 17Q: 3 clusters Score -457958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -457962.750000 Penalty: 808.449097
	Iteration 18Q: 3 clusters Score -457962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -457964.781250 Penalty: 808.449097
	Iteration 19Q: 3 clusters Score -457964.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -457967.843750 Penalty: 808.449097
	Iteration 20F: 3 clusters Score -457967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -457969.343750 Penalty: 808.449097
	Iteration 21Q: 3 clusters Score -457969.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -457970.187500 Penalty: 808.449097
	Iteration 22Q: 3 clusters Score -457970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -457970.500000 Penalty: 808.449097
	Iteration 23Q: 3 clusters Score -457970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -457971.843750 Penalty: 808.449097
	Iteration 24Q: 3 clusters Score -457971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -457971.781250 Penalty: 808.449097
	Iteration 25Q: 3 clusters Score -457971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -457972.281250 Penalty: 808.449097
	Iteration 26Q: 3 clusters Score -457972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -457972.500000 Penalty: 808.449097
	Iteration 27Q: 3 clusters Score -457972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -457973.375000 Penalty: 808.449097
	Iteration 28Q: 3 clusters Score -457973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -457972.687500 Penalty: 808.449097
	Iteration 29Q: 3 clusters Score -457972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -457973.437500 Penalty: 808.449097
	Iteration 30Q: 3 clusters Score -457973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -457972.968750 Penalty: 808.449097
	Iteration 31Q: 3 clusters Score -457973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -457973.000000 Penalty: 808.449097
	Iteration 32Q: 3 clusters Score -457973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -457972.875000 Penalty: 808.449097
	Iteration 33Q: 3 clusters Score -457972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -457974.156250 Penalty: 808.449097
	Iteration 34Q: 3 clusters Score -457974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -457973.656250 Penalty: 808.449097
	Iteration 35Q: 3 clusters Score -457973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -457974.500000 Penalty: 808.449097
	Iteration 36Q: 3 clusters Score -457974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -457974.218750 Penalty: 808.449097
	Iteration 37Q: 3 clusters Score -457974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -457974.218750 Penalty: 808.449097
	Iteration 38F: 3 clusters Score -457974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -43958.917969 Penalty: 302.351654
	Iteration 0F: 2 clusters Score -43958.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43276.011719 Penalty: 604.703308
	Iteration 0F: 3 clusters Score -43276.01 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43473.046875 Penalty: 604.703308
	Iteration 1F: 3 clusters Score -43473.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43551.363281 Penalty: 604.703308
	Iteration 2F: 3 clusters Score -43551.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43610.414062 Penalty: 604.703308
	Iteration 3F: 3 clusters Score -43610.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43663.492188 Penalty: 604.703308
	Iteration 4F: 3 clusters Score -43663.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43686.914062 Penalty: 604.703308
	Iteration 5Q: 3 clusters Score -43686.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43701.656250 Penalty: 604.703308
	Iteration 6Q: 3 clusters Score -43701.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43715.984375 Penalty: 604.703308
	Iteration 7Q: 3 clusters Score -43715.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 604.703308
	Iteration 8Q: 3 clusters Score -43726.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43729.347656 Penalty: 604.703308
	Iteration 9Q: 3 clusters Score -43729.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43730.914062 Penalty: 604.703308
	Iteration 10Q: 3 clusters Score -43730.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43732.886719 Penalty: 604.703308
	Iteration 11Q: 3 clusters Score -43732.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43733.144531 Penalty: 604.703308
	Iteration 12Q: 3 clusters Score -43733.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43733.605469 Penalty: 604.703308
	Iteration 13Q: 3 clusters Score -43733.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43733.605469 Penalty: 604.703308
	Iteration 14F: 3 clusters Score -43733.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -246631.296875 Penalty: 376.483246
	Iteration 0F: 2 clusters Score -246631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -244045.500000 Penalty: 752.966492
	Iteration 0F: 3 clusters Score -244045.5 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -245083.187500 Penalty: 752.966492
	Iteration 1F: 3 clusters Score -245083.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -245254.750000 Penalty: 752.966492
	Iteration 2F: 3 clusters Score -245254.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -245440.937500 Penalty: 752.966492
	Iteration 3F: 3 clusters Score -245440.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -245646.453125 Penalty: 752.966492
	Iteration 4F: 3 clusters Score -245646.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -245889.250000 Penalty: 752.966492
	Iteration 5F: 3 clusters Score -245889.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -246090.656250 Penalty: 752.966492
	Iteration 6F: 3 clusters Score -246090.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -246219.812500 Penalty: 752.966492
	Iteration 7Q: 3 clusters Score -246219.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -246309.359375 Penalty: 752.966492
	Iteration 8Q: 3 clusters Score -246309.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -246360.843750 Penalty: 752.966492
	Iteration 9Q: 3 clusters Score -246360.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -246385.562500 Penalty: 752.966492
	Iteration 10Q: 3 clusters Score -246385.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -246404.765625 Penalty: 752.966492
	Iteration 11Q: 3 clusters Score -246404.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -246418.875000 Penalty: 752.966492
	Iteration 12Q: 3 clusters Score -246418.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -246429.734375 Penalty: 752.966492
	Iteration 13Q: 3 clusters Score -246429.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -246437.093750 Penalty: 752.966492
	Iteration 14Q: 3 clusters Score -246437.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -246442.859375 Penalty: 752.966492
	Iteration 15Q: 3 clusters Score -246442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -246445.468750 Penalty: 752.966492
	Iteration 16Q: 3 clusters Score -246445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -246449.562500 Penalty: 752.966492
	Iteration 17Q: 3 clusters Score -246449.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -246456.484375 Penalty: 752.966492
	Iteration 18Q: 3 clusters Score -246456.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -246460.812500 Penalty: 752.966492
	Iteration 19Q: 3 clusters Score -246460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -246462.328125 Penalty: 752.966492
	Iteration 20F: 3 clusters Score -246462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -246463.015625 Penalty: 752.966492
	Iteration 21Q: 3 clusters Score -246463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -246464.000000 Penalty: 752.966492
	Iteration 22Q: 3 clusters Score -246464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -246464.843750 Penalty: 752.966492
	Iteration 23Q: 3 clusters Score -246464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -246465.421875 Penalty: 752.966492
	Iteration 24Q: 3 clusters Score -246465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -246465.687500 Penalty: 752.966492
	Iteration 25Q: 3 clusters Score -246465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -246465.046875 Penalty: 752.966492
	Iteration 26Q: 3 clusters Score -246465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -246465.046875 Penalty: 752.966492
	Iteration 27F: 3 clusters Score -246465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Entering Unmasked Estep 
Score: -2891118.750000 Penalty: 486.191986
	Iteration 0F: 2 clusters Score -2891119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2862314.000000 Penalty: 972.383972
	Iteration 0F: 3 clusters Score -2862314 nChanged 21166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2874767.250000 Penalty: 972.383972
	Iteration 1F: 3 clusters Score -2874767 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2875186.750000 Penalty: 972.383972
	Iteration 2Q: 3 clusters Score -2875187 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2875836.000000 Penalty: 972.383972
	Iteration 3Q: 3 clusters Score -2875836 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2876912.250000 Penalty: 972.383972
	Iteration 4F: 3 clusters Score -2876912 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2878604.000000 Penalty: 972.383972
	Iteration 5F: 3 clusters Score -2878604 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2880845.750000 Penalty: 972.383972
	Iteration 6F: 3 clusters Score -2880846 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2882786.000000 Penalty: 972.383972
	Iteration 7F: 3 clusters Score -2882786 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2883749.500000 Penalty: 972.383972
	Iteration 8Q: 3 clusters Score -2883750 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2884098.000000 Penalty: 972.383972
	Iteration 9Q: 3 clusters Score -2884098 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2884270.500000 Penalty: 972.383972
	Iteration 10Q: 3 clusters Score -2884270 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2884436.250000 Penalty: 972.383972
	Iteration 11Q: 3 clusters Score -2884436 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2884559.750000 Penalty: 972.383972
	Iteration 12Q: 3 clusters Score -2884560 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2884682.500000 Penalty: 972.383972
	Iteration 13Q: 3 clusters Score -2884682 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2884837.500000 Penalty: 972.383972
	Iteration 14Q: 3 clusters Score -2884838 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2885053.750000 Penalty: 972.383972
	Iteration 15Q: 3 clusters Score -2885054 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2885268.000000 Penalty: 972.383972
	Iteration 16Q: 3 clusters Score -2885268 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2885480.000000 Penalty: 972.383972
	Iteration 17Q: 3 clusters Score -2885480 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2885704.250000 Penalty: 972.383972
	Iteration 18Q: 3 clusters Score -2885704 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2885969.500000 Penalty: 972.383972
	Iteration 19Q: 3 clusters Score -2885970 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2886224.000000 Penalty: 972.383972
	Iteration 20F: 3 clusters Score -2886224 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2886493.250000 Penalty: 972.383972
	Iteration 21Q: 3 clusters Score -2886493 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2886755.750000 Penalty: 972.383972
	Iteration 22Q: 3 clusters Score -2886756 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2887018.750000 Penalty: 972.383972
	Iteration 23Q: 3 clusters Score -2887019 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2887246.750000 Penalty: 972.383972
	Iteration 24Q: 3 clusters Score -2887247 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2887591.500000 Penalty: 972.383972
	Iteration 25Q: 3 clusters Score -2887592 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2887795.750000 Penalty: 972.383972
	Iteration 26Q: 3 clusters Score -2887796 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2888037.250000 Penalty: 972.383972
	Iteration 27Q: 3 clusters Score -2888037 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2888304.000000 Penalty: 972.383972
	Iteration 28Q: 3 clusters Score -2888304 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2888603.000000 Penalty: 972.383972
	Iteration 29Q: 3 clusters Score -2888603 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2888893.000000 Penalty: 972.383972
	Iteration 30Q: 3 clusters Score -2888893 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2889149.750000 Penalty: 972.383972
	Iteration 31Q: 3 clusters Score -2889150 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2889402.000000 Penalty: 972.383972
	Iteration 32Q: 3 clusters Score -2889402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2889625.500000 Penalty: 972.383972
	Iteration 33Q: 3 clusters Score -2889626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2889816.500000 Penalty: 972.383972
	Iteration 34Q: 3 clusters Score -2889816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2889974.750000 Penalty: 972.383972
	Iteration 35Q: 3 clusters Score -2889975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2890097.250000 Penalty: 972.383972
	Iteration 36Q: 3 clusters Score -2890097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2890206.250000 Penalty: 972.383972
	Iteration 37Q: 3 clusters Score -2890206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2890303.000000 Penalty: 972.383972
	Iteration 38Q: 3 clusters Score -2890303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2890388.500000 Penalty: 972.383972
	Iteration 39Q: 3 clusters Score -2890388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2890433.500000 Penalty: 972.383972
	Iteration 40F: 3 clusters Score -2890434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2890493.750000 Penalty: 972.383972
	Iteration 41Q: 3 clusters Score -2890494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2890536.750000 Penalty: 972.383972
	Iteration 42Q: 3 clusters Score -2890537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2890583.750000 Penalty: 972.383972
	Iteration 43Q: 3 clusters Score -2890584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2890609.250000 Penalty: 972.383972
	Iteration 44Q: 3 clusters Score -2890609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2890633.500000 Penalty: 972.383972
	Iteration 45Q: 3 clusters Score -2890634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2890639.000000 Penalty: 972.383972
	Iteration 46Q: 3 clusters Score -2890639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2890647.000000 Penalty: 972.383972
	Iteration 47Q: 3 clusters Score -2890647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2890656.250000 Penalty: 972.383972
	Iteration 48Q: 3 clusters Score -2890656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2890660.000000 Penalty: 972.383972
	Iteration 49Q: 3 clusters Score -2890660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2890664.000000 Penalty: 972.383972
	Iteration 50Q: 3 clusters Score -2890664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2890671.000000 Penalty: 972.383972
	Iteration 51Q: 3 clusters Score -2890671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2890668.750000 Penalty: 972.383972
	Iteration 52Q: 3 clusters Score -2890669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2890673.000000 Penalty: 972.383972
	Iteration 53Q: 3 clusters Score -2890673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2890673.250000 Penalty: 972.383972
	Iteration 54Q: 3 clusters Score -2890673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2890673.250000 Penalty: 972.383972
	Iteration 55F: 3 clusters Score -2890673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -201207.984375 Penalty: 371.872040
	Iteration 0F: 2 clusters Score -201208 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 1729 members 
Entering Unmasked Estep 
Score: -198780.187500 Penalty: 743.744080
	Iteration 0F: 3 clusters Score -198780.2 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -199762.578125 Penalty: 743.744080
	Iteration 1F: 3 clusters Score -199762.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -199916.828125 Penalty: 743.744080
	Iteration 2F: 3 clusters Score -199916.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -200054.734375 Penalty: 743.744080
	Iteration 3F: 3 clusters Score -200054.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -200153.281250 Penalty: 743.744080
	Iteration 4Q: 3 clusters Score -200153.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -200248.171875 Penalty: 743.744080
	Iteration 5Q: 3 clusters Score -200248.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200359.250000 Penalty: 743.744080
	Iteration 6Q: 3 clusters Score -200359.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -200454.718750 Penalty: 743.744080
	Iteration 7Q: 3 clusters Score -200454.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -200535.109375 Penalty: 743.744080
	Iteration 8Q: 3 clusters Score -200535.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -200601.968750 Penalty: 743.744080
	Iteration 9Q: 3 clusters Score -200602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -200661.218750 Penalty: 743.744080
	Iteration 10Q: 3 clusters Score -200661.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -200699.375000 Penalty: 743.744080
	Iteration 11Q: 3 clusters Score -200699.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -200725.156250 Penalty: 743.744080
	Iteration 12Q: 3 clusters Score -200725.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -200744.812500 Penalty: 743.744080
	Iteration 13Q: 3 clusters Score -200744.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -200766.515625 Penalty: 743.744080
	Iteration 14Q: 3 clusters Score -200766.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -200789.171875 Penalty: 743.744080
	Iteration 15Q: 3 clusters Score -200789.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -200820.984375 Penalty: 743.744080
	Iteration 16Q: 3 clusters Score -200821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -200856.343750 Penalty: 743.744080
	Iteration 17Q: 3 clusters Score -200856.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -200879.375000 Penalty: 743.744080
	Iteration 18Q: 3 clusters Score -200879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -200894.171875 Penalty: 743.744080
	Iteration 19Q: 3 clusters Score -200894.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -200903.953125 Penalty: 743.744080
	Iteration 20F: 3 clusters Score -200904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -200908.906250 Penalty: 743.744080
	Iteration 21Q: 3 clusters Score -200908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -200913.531250 Penalty: 743.744080
	Iteration 22Q: 3 clusters Score -200913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -200916.609375 Penalty: 743.744080
	Iteration 23Q: 3 clusters Score -200916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -200919.593750 Penalty: 743.744080
	Iteration 24Q: 3 clusters Score -200919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -200922.750000 Penalty: 743.744080
	Iteration 25Q: 3 clusters Score -200922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -200924.375000 Penalty: 743.744080
	Iteration 26Q: 3 clusters Score -200924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -200927.390625 Penalty: 743.744080
	Iteration 27Q: 3 clusters Score -200927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -200930.796875 Penalty: 743.744080
	Iteration 28Q: 3 clusters Score -200930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -200933.203125 Penalty: 743.744080
	Iteration 29Q: 3 clusters Score -200933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -200934.234375 Penalty: 743.744080
	Iteration 30Q: 3 clusters Score -200934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -200935.015625 Penalty: 743.744080
	Iteration 31Q: 3 clusters Score -200935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -200936.218750 Penalty: 743.744080
	Iteration 32Q: 3 clusters Score -200936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -200936.218750 Penalty: 743.744080
	Iteration 33F: 3 clusters Score -200936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -268958.125000 Penalty: 379.032349
	Iteration 0F: 2 clusters Score -268958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -266089.000000 Penalty: 758.064697
	Iteration 0F: 3 clusters Score -266089 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -267262.187500 Penalty: 758.064697
	Iteration 1F: 3 clusters Score -267262.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -267486.312500 Penalty: 758.064697
	Iteration 2F: 3 clusters Score -267486.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -267717.750000 Penalty: 758.064697
	Iteration 3F: 3 clusters Score -267717.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -267952.500000 Penalty: 758.064697
	Iteration 4F: 3 clusters Score -267952.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -268175.937500 Penalty: 758.064697
	Iteration 5F: 3 clusters Score -268175.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -268341.125000 Penalty: 758.064697
	Iteration 6Q: 3 clusters Score -268341.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -268468.656250 Penalty: 758.064697
	Iteration 7Q: 3 clusters Score -268468.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -268548.656250 Penalty: 758.064697
	Iteration 8Q: 3 clusters Score -268548.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -268594.187500 Penalty: 758.064697
	Iteration 9Q: 3 clusters Score -268594.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -268617.468750 Penalty: 758.064697
	Iteration 10Q: 3 clusters Score -268617.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -268628.718750 Penalty: 758.064697
	Iteration 11Q: 3 clusters Score -268628.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -268634.875000 Penalty: 758.064697
	Iteration 12Q: 3 clusters Score -268634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -268637.718750 Penalty: 758.064697
	Iteration 13Q: 3 clusters Score -268637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -268643.250000 Penalty: 758.064697
	Iteration 14Q: 3 clusters Score -268643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -268646.937500 Penalty: 758.064697
	Iteration 15Q: 3 clusters Score -268646.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -268653.281250 Penalty: 758.064697
	Iteration 16Q: 3 clusters Score -268653.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -268657.625000 Penalty: 758.064697
	Iteration 17Q: 3 clusters Score -268657.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -268660.406250 Penalty: 758.064697
	Iteration 18Q: 3 clusters Score -268660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -268663.406250 Penalty: 758.064697
	Iteration 19Q: 3 clusters Score -268663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -268665.875000 Penalty: 758.064697
	Iteration 20F: 3 clusters Score -268665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -268669.093750 Penalty: 758.064697
	Iteration 21Q: 3 clusters Score -268669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -268671.125000 Penalty: 758.064697
	Iteration 22Q: 3 clusters Score -268671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -268673.593750 Penalty: 758.064697
	Iteration 23Q: 3 clusters Score -268673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -268675.250000 Penalty: 758.064697
	Iteration 24Q: 3 clusters Score -268675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -268676.875000 Penalty: 758.064697
	Iteration 25Q: 3 clusters Score -268676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -268677.500000 Penalty: 758.064697
	Iteration 26Q: 3 clusters Score -268677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -268678.718750 Penalty: 758.064697
	Iteration 27Q: 3 clusters Score -268678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -268679.312500 Penalty: 758.064697
	Iteration 28Q: 3 clusters Score -268679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -268680.500000 Penalty: 758.064697
	Iteration 29Q: 3 clusters Score -268680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -268681.187500 Penalty: 758.064697
	Iteration 30Q: 3 clusters Score -268681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -268681.218750 Penalty: 758.064697
	Iteration 31Q: 3 clusters Score -268681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -268681.375000 Penalty: 758.064697
	Iteration 32Q: 3 clusters Score -268681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -268681.781250 Penalty: 758.064697
	Iteration 33Q: 3 clusters Score -268681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -268682.812500 Penalty: 758.064697
	Iteration 34Q: 3 clusters Score -268682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -268682.781250 Penalty: 758.064697
	Iteration 35Q: 3 clusters Score -268682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -268682.781250 Penalty: 758.064697
	Iteration 36F: 3 clusters Score -268682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (88829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Entering Unmasked Estep 
Score: -5536087.000000 Penalty: 518.448303
	Iteration 0F: 2 clusters Score -5536087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -5483241.500000 Penalty: 1036.896606
	Iteration 0F: 3 clusters Score -5483242 nChanged 43063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5508629.000000 Penalty: 1036.896606
	Iteration 1F: 3 clusters Score -5508629 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -5509490.000000 Penalty: 1036.896606
	Iteration 2Q: 3 clusters Score -5509490 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -5510761.500000 Penalty: 1036.896606
	Iteration 3Q: 3 clusters Score -5510762 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -5512334.000000 Penalty: 1036.896606
	Iteration 4Q: 3 clusters Score -5512334 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -5514855.500000 Penalty: 1036.896606
	Iteration 5F: 3 clusters Score -5514856 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -5518552.500000 Penalty: 1036.896606
	Iteration 6F: 3 clusters Score -5518552 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -5523402.500000 Penalty: 1036.896606
	Iteration 7F: 3 clusters Score -5523402 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -5527367.500000 Penalty: 1036.896606
	Iteration 8F: 3 clusters Score -5527368 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -5529091.500000 Penalty: 1036.896606
	Iteration 9Q: 3 clusters Score -5529092 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -5529736.500000 Penalty: 1036.896606
	Iteration 10Q: 3 clusters Score -5529736 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -5530113.500000 Penalty: 1036.896606
	Iteration 11Q: 3 clusters Score -5530114 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -5530488.500000 Penalty: 1036.896606
	Iteration 12Q: 3 clusters Score -5530488 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -5530929.500000 Penalty: 1036.896606
	Iteration 13Q: 3 clusters Score -5530930 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -5531353.500000 Penalty: 1036.896606
	Iteration 14Q: 3 clusters Score -5531354 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -5531834.000000 Penalty: 1036.896606
	Iteration 15Q: 3 clusters Score -5531834 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -5532484.000000 Penalty: 1036.896606
	Iteration 16Q: 3 clusters Score -5532484 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -5533181.500000 Penalty: 1036.896606
	Iteration 17Q: 3 clusters Score -5533182 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -5533895.000000 Penalty: 1036.896606
	Iteration 18Q: 3 clusters Score -5533895 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -5534573.500000 Penalty: 1036.896606
	Iteration 19Q: 3 clusters Score -5534574 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -5535489.500000 Penalty: 1036.896606
	Iteration 20F: 3 clusters Score -5535490 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -5536426.000000 Penalty: 1036.896606
	Iteration 21Q: 3 clusters Score -5536426 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -5537102.000000 Penalty: 1036.896606
	Iteration 22Q: 3 clusters Score -5537102 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -5537572.000000 Penalty: 1036.896606
	Iteration 23Q: 3 clusters Score -5537572 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -5537757.500000 Penalty: 1036.896606
	Iteration 24Q: 3 clusters Score -5537758 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -5537816.500000 Penalty: 1036.896606
	Iteration 25Q: 3 clusters Score -5537816 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -5537654.000000 Penalty: 1036.896606
	Iteration 26Q: 3 clusters Score -5537654 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -5537561.000000 Penalty: 1036.896606
	Iteration 27Q: 3 clusters Score -5537561 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -5537311.000000 Penalty: 1036.896606
	Iteration 28Q: 3 clusters Score -5537311 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -5537123.500000 Penalty: 1036.896606
	Iteration 29Q: 3 clusters Score -5537124 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -5536954.000000 Penalty: 1036.896606
	Iteration 30Q: 3 clusters Score -5536954 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -5536898.500000 Penalty: 1036.896606
	Iteration 31Q: 3 clusters Score -5536898 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -5536730.500000 Penalty: 1036.896606
	Iteration 32Q: 3 clusters Score -5536730 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -5536597.500000 Penalty: 1036.896606
	Iteration 33Q: 3 clusters Score -5536598 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -5536454.500000 Penalty: 1036.896606
	Iteration 34Q: 3 clusters Score -5536454 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -5536317.500000 Penalty: 1036.896606
	Iteration 35Q: 3 clusters Score -5536318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -5536230.500000 Penalty: 1036.896606
	Iteration 36Q: 3 clusters Score -5536230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -5536151.500000 Penalty: 1036.896606
	Iteration 37Q: 3 clusters Score -5536152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -5536154.000000 Penalty: 1036.896606
	Iteration 38Q: 3 clusters Score -5536154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -5536105.500000 Penalty: 1036.896606
	Iteration 39Q: 3 clusters Score -5536106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -5536067.500000 Penalty: 1036.896606
	Iteration 40F: 3 clusters Score -5536068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -5536038.500000 Penalty: 1036.896606
	Iteration 41Q: 3 clusters Score -5536038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -5535995.000000 Penalty: 1036.896606
	Iteration 42Q: 3 clusters Score -5535995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -5535978.000000 Penalty: 1036.896606
	Iteration 43Q: 3 clusters Score -5535978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -5535976.500000 Penalty: 1036.896606
	Iteration 44Q: 3 clusters Score -5535976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -5535960.000000 Penalty: 1036.896606
	Iteration 45Q: 3 clusters Score -5535960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -5535938.000000 Penalty: 1036.896606
	Iteration 46Q: 3 clusters Score -5535938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -5535945.500000 Penalty: 1036.896606
	Iteration 47Q: 3 clusters Score -5535946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -5535928.500000 Penalty: 1036.896606
	Iteration 48Q: 3 clusters Score -5535928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -5535933.000000 Penalty: 1036.896606
	Iteration 49Q: 3 clusters Score -5535933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -5535926.000000 Penalty: 1036.896606
	Iteration 50Q: 3 clusters Score -5535926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -5535919.500000 Penalty: 1036.896606
	Iteration 51Q: 3 clusters Score -5535920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -5535903.500000 Penalty: 1036.896606
	Iteration 52Q: 3 clusters Score -5535904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -5535901.500000 Penalty: 1036.896606
	Iteration 53Q: 3 clusters Score -5535902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -5535883.000000 Penalty: 1036.896606
	Iteration 54Q: 3 clusters Score -5535883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -5535874.500000 Penalty: 1036.896606
	Iteration 55Q: 3 clusters Score -5535874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -5535873.000000 Penalty: 1036.896606
	Iteration 56Q: 3 clusters Score -5535873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -5535881.000000 Penalty: 1036.896606
	Iteration 57Q: 3 clusters Score -5535881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -5535874.500000 Penalty: 1036.896606
	Iteration 58Q: 3 clusters Score -5535874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -5535872.500000 Penalty: 1036.896606
	Iteration 59Q: 3 clusters Score -5535872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -5535856.000000 Penalty: 1036.896606
	Iteration 60F: 3 clusters Score -5535856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -5535855.000000 Penalty: 1036.896606
	Iteration 61Q: 3 clusters Score -5535855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -5535855.000000 Penalty: 1036.896606
	Iteration 62Q: 3 clusters Score -5535855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -5535863.500000 Penalty: 1036.896606
	Iteration 63Q: 3 clusters Score -5535864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -5535865.500000 Penalty: 1036.896606
	Iteration 64Q: 3 clusters Score -5535866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -5535865.500000 Penalty: 1036.896606
	Iteration 65F: 3 clusters Score -5535866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Entering Unmasked Estep 
Score: -537765.437500 Penalty: 414.864258
	Iteration 0F: 2 clusters Score -537765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -531683.125000 Penalty: 829.728516
	Iteration 0F: 3 clusters Score -531683.1 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -534092.062500 Penalty: 829.728516
	Iteration 1F: 3 clusters Score -534092.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -534374.937500 Penalty: 829.728516
	Iteration 2F: 3 clusters Score -534374.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -534760.937500 Penalty: 829.728516
	Iteration 3F: 3 clusters Score -534760.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -535299.312500 Penalty: 829.728516
	Iteration 4F: 3 clusters Score -535299.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -535821.062500 Penalty: 829.728516
	Iteration 5F: 3 clusters Score -535821.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -536250.562500 Penalty: 829.728516
	Iteration 6F: 3 clusters Score -536250.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -536529.312500 Penalty: 829.728516
	Iteration 7Q: 3 clusters Score -536529.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -536734.625000 Penalty: 829.728516
	Iteration 8Q: 3 clusters Score -536734.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -536867.375000 Penalty: 829.728516
	Iteration 9Q: 3 clusters Score -536867.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -536968.250000 Penalty: 829.728516
	Iteration 10Q: 3 clusters Score -536968.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -537047.125000 Penalty: 829.728516
	Iteration 11Q: 3 clusters Score -537047.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -537101.875000 Penalty: 829.728516
	Iteration 12Q: 3 clusters Score -537101.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -537142.562500 Penalty: 829.728516
	Iteration 13Q: 3 clusters Score -537142.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -537167.687500 Penalty: 829.728516
	Iteration 14Q: 3 clusters Score -537167.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -537195.375000 Penalty: 829.728516
	Iteration 15Q: 3 clusters Score -537195.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -537222.625000 Penalty: 829.728516
	Iteration 16Q: 3 clusters Score -537222.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -537246.125000 Penalty: 829.728516
	Iteration 17Q: 3 clusters Score -537246.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -537264.625000 Penalty: 829.728516
	Iteration 18Q: 3 clusters Score -537264.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -537285.750000 Penalty: 829.728516
	Iteration 19Q: 3 clusters Score -537285.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -537300.000000 Penalty: 829.728516
	Iteration 20F: 3 clusters Score -537300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -537313.875000 Penalty: 829.728516
	Iteration 21Q: 3 clusters Score -537313.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -537324.250000 Penalty: 829.728516
	Iteration 22Q: 3 clusters Score -537324.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -537338.437500 Penalty: 829.728516
	Iteration 23Q: 3 clusters Score -537338.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -537352.375000 Penalty: 829.728516
	Iteration 24Q: 3 clusters Score -537352.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -537363.500000 Penalty: 829.728516
	Iteration 25Q: 3 clusters Score -537363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -537369.375000 Penalty: 829.728516
	Iteration 26Q: 3 clusters Score -537369.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -537375.750000 Penalty: 829.728516
	Iteration 27Q: 3 clusters Score -537375.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -537382.437500 Penalty: 829.728516
	Iteration 28Q: 3 clusters Score -537382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -537386.812500 Penalty: 829.728516
	Iteration 29Q: 3 clusters Score -537386.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -537391.687500 Penalty: 829.728516
	Iteration 30Q: 3 clusters Score -537391.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -537396.375000 Penalty: 829.728516
	Iteration 31Q: 3 clusters Score -537396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -537402.187500 Penalty: 829.728516
	Iteration 32Q: 3 clusters Score -537402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -537406.250000 Penalty: 829.728516
	Iteration 33Q: 3 clusters Score -537406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -537408.687500 Penalty: 829.728516
	Iteration 34Q: 3 clusters Score -537408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -537408.625000 Penalty: 829.728516
	Iteration 35Q: 3 clusters Score -537408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -537410.000000 Penalty: 829.728516
	Iteration 36Q: 3 clusters Score -537410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -537412.187500 Penalty: 829.728516
	Iteration 37Q: 3 clusters Score -537412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -537413.375000 Penalty: 829.728516
	Iteration 38Q: 3 clusters Score -537413.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -537413.812500 Penalty: 829.728516
	Iteration 39Q: 3 clusters Score -537413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -537414.125000 Penalty: 829.728516
	Iteration 40F: 3 clusters Score -537414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -537415.562500 Penalty: 829.728516
	Iteration 41Q: 3 clusters Score -537415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -537415.562500 Penalty: 829.728516
	Iteration 42Q: 3 clusters Score -537415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -537415.562500 Penalty: 829.728516
	Iteration 43F: 3 clusters Score -537415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1019975.187500 Penalty: 439.145935
	Iteration 0F: 2 clusters Score -1019975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1009648.375000 Penalty: 878.291870
	Iteration 0F: 3 clusters Score -1009648 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1013999.812500 Penalty: 878.291870
	Iteration 1F: 3 clusters Score -1014000 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1014456.687500 Penalty: 878.291870
	Iteration 2F: 3 clusters Score -1014457 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1015031.062500 Penalty: 878.291870
	Iteration 3F: 3 clusters Score -1015031 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1015663.187500 Penalty: 878.291870
	Iteration 4F: 3 clusters Score -1015663 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1016361.937500 Penalty: 878.291870
	Iteration 5F: 3 clusters Score -1016362 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1017000.062500 Penalty: 878.291870
	Iteration 6F: 3 clusters Score -1017000 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1017391.250000 Penalty: 878.291870
	Iteration 7Q: 3 clusters Score -1017391 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1017611.687500 Penalty: 878.291870
	Iteration 8Q: 3 clusters Score -1017612 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1017734.187500 Penalty: 878.291870
	Iteration 9Q: 3 clusters Score -1017734 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1017829.500000 Penalty: 878.291870
	Iteration 10Q: 3 clusters Score -1017830 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1017926.875000 Penalty: 878.291870
	Iteration 11Q: 3 clusters Score -1017927 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1018012.375000 Penalty: 878.291870
	Iteration 12Q: 3 clusters Score -1018012 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1018096.250000 Penalty: 878.291870
	Iteration 13Q: 3 clusters Score -1018096 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1018173.812500 Penalty: 878.291870
	Iteration 14Q: 3 clusters Score -1018174 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1018241.250000 Penalty: 878.291870
	Iteration 15Q: 3 clusters Score -1018241 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1018313.562500 Penalty: 878.291870
	Iteration 16Q: 3 clusters Score -1018314 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1018384.937500 Penalty: 878.291870
	Iteration 17Q: 3 clusters Score -1018385 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1018456.250000 Penalty: 878.291870
	Iteration 18Q: 3 clusters Score -1018456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1018535.937500 Penalty: 878.291870
	Iteration 19Q: 3 clusters Score -1018536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1018623.750000 Penalty: 878.291870
	Iteration 20F: 3 clusters Score -1018624 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1018699.812500 Penalty: 878.291870
	Iteration 21Q: 3 clusters Score -1018700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1018765.625000 Penalty: 878.291870
	Iteration 22Q: 3 clusters Score -1018766 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1018836.187500 Penalty: 878.291870
	Iteration 23Q: 3 clusters Score -1018836 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1018904.812500 Penalty: 878.291870
	Iteration 24Q: 3 clusters Score -1018905 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1018973.625000 Penalty: 878.291870
	Iteration 25Q: 3 clusters Score -1018974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1019043.687500 Penalty: 878.291870
	Iteration 26Q: 3 clusters Score -1019044 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1019105.937500 Penalty: 878.291870
	Iteration 27Q: 3 clusters Score -1019106 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1019152.625000 Penalty: 878.291870
	Iteration 28Q: 3 clusters Score -1019153 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1019201.062500 Penalty: 878.291870
	Iteration 29Q: 3 clusters Score -1019201 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1019251.687500 Penalty: 878.291870
	Iteration 30Q: 3 clusters Score -1019252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1019301.875000 Penalty: 878.291870
	Iteration 31Q: 3 clusters Score -1019302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1019346.812500 Penalty: 878.291870
	Iteration 32Q: 3 clusters Score -1019347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1019377.937500 Penalty: 878.291870
	Iteration 33Q: 3 clusters Score -1019378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1019410.812500 Penalty: 878.291870
	Iteration 34Q: 3 clusters Score -1019411 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1019444.062500 Penalty: 878.291870
	Iteration 35Q: 3 clusters Score -1019444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1019471.937500 Penalty: 878.291870
	Iteration 36Q: 3 clusters Score -1019472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1019498.562500 Penalty: 878.291870
	Iteration 37Q: 3 clusters Score -1019499 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1019527.937500 Penalty: 878.291870
	Iteration 38Q: 3 clusters Score -1019528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1019567.062500 Penalty: 878.291870
	Iteration 39Q: 3 clusters Score -1019567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1019601.687500 Penalty: 878.291870
	Iteration 40F: 3 clusters Score -1019602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1019623.687500 Penalty: 878.291870
	Iteration 41Q: 3 clusters Score -1019624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1019655.812500 Penalty: 878.291870
	Iteration 42Q: 3 clusters Score -1019656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1019685.250000 Penalty: 878.291870
	Iteration 43Q: 3 clusters Score -1019685 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1019717.625000 Penalty: 878.291870
	Iteration 44Q: 3 clusters Score -1019718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1019755.750000 Penalty: 878.291870
	Iteration 45Q: 3 clusters Score -1019756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1019795.687500 Penalty: 878.291870
	Iteration 46Q: 3 clusters Score -1019796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1019831.562500 Penalty: 878.291870
	Iteration 47Q: 3 clusters Score -1019832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1019852.687500 Penalty: 878.291870
	Iteration 48Q: 3 clusters Score -1019853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1019864.187500 Penalty: 878.291870
	Iteration 49Q: 3 clusters Score -1019864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1019875.687500 Penalty: 878.291870
	Iteration 50Q: 3 clusters Score -1019876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1019892.062500 Penalty: 878.291870
	Iteration 51Q: 3 clusters Score -1019892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1019915.187500 Penalty: 878.291870
	Iteration 52Q: 3 clusters Score -1019915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1019930.812500 Penalty: 878.291870
	Iteration 53Q: 3 clusters Score -1019931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1019956.562500 Penalty: 878.291870
	Iteration 54Q: 3 clusters Score -1019957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1019975.375000 Penalty: 878.291870
	Iteration 55Q: 3 clusters Score -1019975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1019995.250000 Penalty: 878.291870
	Iteration 56Q: 3 clusters Score -1019995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1020016.125000 Penalty: 878.291870
	Iteration 57Q: 3 clusters Score -1020016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1020027.375000 Penalty: 878.291870
	Iteration 58Q: 3 clusters Score -1020027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1020030.375000 Penalty: 878.291870
	Iteration 59Q: 3 clusters Score -1020030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1020032.062500 Penalty: 878.291870
	Iteration 60F: 3 clusters Score -1020032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1020035.687500 Penalty: 878.291870
	Iteration 61Q: 3 clusters Score -1020036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1020038.812500 Penalty: 878.291870
	Iteration 62Q: 3 clusters Score -1020039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1020040.875000 Penalty: 878.291870
	Iteration 63Q: 3 clusters Score -1020041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1020042.312500 Penalty: 878.291870
	Iteration 64Q: 3 clusters Score -1020042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1020042.312500 Penalty: 878.291870
	Iteration 65F: 3 clusters Score -1020042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 43719 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 88829 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 15327 members 
Mstep: Class 12 contains 77246 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 79145 members 
Mstep: Class 15 contains 31659 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16328 members 
Mstep: Class 23 contains 50772 members 
Mstep: Class 24 contains 15044 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 20555 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80541 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7406 members 
Mstep: Class 33 contains 43611 members 
Mstep: Class 34 contains 219 members 
Entering Unmasked Estep 
Score: -42237060.000000 Penalty: 20813.578125
Splitting cluster 11 changes total score from -42237236.000000 to -42237060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (77246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Entering Unmasked Estep 
Score: -4853725.000000 Penalty: 512.091125
	Iteration 0F: 2 clusters Score -4853725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4802631.500000 Penalty: 1024.182251
	Iteration 0F: 3 clusters Score -4802632 nChanged 37622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4824801.500000 Penalty: 1024.182251
	Iteration 1F: 3 clusters Score -4824802 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4826326.500000 Penalty: 1024.182251
	Iteration 2F: 3 clusters Score -4826326 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4828910.000000 Penalty: 1024.182251
	Iteration 3F: 3 clusters Score -4828910 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4833254.500000 Penalty: 1024.182251
	Iteration 4F: 3 clusters Score -4833254 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4839284.500000 Penalty: 1024.182251
	Iteration 5F: 3 clusters Score -4839284 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -4845881.500000 Penalty: 1024.182251
	Iteration 6F: 3 clusters Score -4845882 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4850867.000000 Penalty: 1024.182251
	Iteration 7F: 3 clusters Score -4850867 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4852693.500000 Penalty: 1024.182251
	Iteration 8Q: 3 clusters Score -4852694 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4853115.000000 Penalty: 1024.182251
	Iteration 9Q: 3 clusters Score -4853115 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4853220.000000 Penalty: 1024.182251
	Iteration 10Q: 3 clusters Score -4853220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4853252.500000 Penalty: 1024.182251
	Iteration 11Q: 3 clusters Score -4853252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4853270.500000 Penalty: 1024.182251
	Iteration 12Q: 3 clusters Score -4853270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4853279.500000 Penalty: 1024.182251
	Iteration 13Q: 3 clusters Score -4853280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4853285.500000 Penalty: 1024.182251
	Iteration 14Q: 3 clusters Score -4853286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4853281.000000 Penalty: 1024.182251
	Iteration 15Q: 3 clusters Score -4853281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4853288.500000 Penalty: 1024.182251
	Iteration 16Q: 3 clusters Score -4853288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4853289.500000 Penalty: 1024.182251
	Iteration 17Q: 3 clusters Score -4853290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4853289.500000 Penalty: 1024.182251
	Iteration 18F: 3 clusters Score -4853290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -94976.328125 Penalty: 332.110016
	Iteration 0F: 2 clusters Score -94976.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93839.921875 Penalty: 664.220032
	Iteration 0F: 3 clusters Score -93839.92 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -94171.234375 Penalty: 664.220032
	Iteration 1F: 3 clusters Score -94171.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -94218.445312 Penalty: 664.220032
	Iteration 2F: 3 clusters Score -94218.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -94252.046875 Penalty: 664.220032
	Iteration 3Q: 3 clusters Score -94252.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -94272.914062 Penalty: 664.220032
	Iteration 4Q: 3 clusters Score -94272.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -94292.570312 Penalty: 664.220032
	Iteration 5Q: 3 clusters Score -94292.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94305.828125 Penalty: 664.220032
	Iteration 6Q: 3 clusters Score -94305.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94317.125000 Penalty: 664.220032
	Iteration 7Q: 3 clusters Score -94317.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -94327.304688 Penalty: 664.220032
	Iteration 8Q: 3 clusters Score -94327.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -94339.320312 Penalty: 664.220032
	Iteration 9Q: 3 clusters Score -94339.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -94354.640625 Penalty: 664.220032
	Iteration 10Q: 3 clusters Score -94354.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -94377.953125 Penalty: 664.220032
	Iteration 11Q: 3 clusters Score -94377.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -94408.109375 Penalty: 664.220032
	Iteration 12Q: 3 clusters Score -94408.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -94445.523438 Penalty: 664.220032
	Iteration 13Q: 3 clusters Score -94445.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -94495.960938 Penalty: 664.220032
	Iteration 14Q: 3 clusters Score -94495.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -94555.656250 Penalty: 664.220032
	Iteration 15Q: 3 clusters Score -94555.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -94604.968750 Penalty: 664.220032
	Iteration 16Q: 3 clusters Score -94604.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -94632.070312 Penalty: 664.220032
	Iteration 17Q: 3 clusters Score -94632.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -94641.914062 Penalty: 664.220032
	Iteration 18Q: 3 clusters Score -94641.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -94651.664062 Penalty: 664.220032
	Iteration 19Q: 3 clusters Score -94651.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -94659.789062 Penalty: 664.220032
	Iteration 20F: 3 clusters Score -94659.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -94668.625000 Penalty: 664.220032
	Iteration 21Q: 3 clusters Score -94668.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -94682.234375 Penalty: 664.220032
	Iteration 22Q: 3 clusters Score -94682.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -94695.078125 Penalty: 664.220032
	Iteration 23Q: 3 clusters Score -94695.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -94703.296875 Penalty: 664.220032
	Iteration 24Q: 3 clusters Score -94703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -94706.742188 Penalty: 664.220032
	Iteration 25Q: 3 clusters Score -94706.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -94708.468750 Penalty: 664.220032
	Iteration 26Q: 3 clusters Score -94708.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -94710.406250 Penalty: 664.220032
	Iteration 27Q: 3 clusters Score -94710.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -94712.289062 Penalty: 664.220032
	Iteration 28Q: 3 clusters Score -94712.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -94713.757812 Penalty: 664.220032
	Iteration 29Q: 3 clusters Score -94713.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -94714.882812 Penalty: 664.220032
	Iteration 30Q: 3 clusters Score -94714.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -94715.296875 Penalty: 664.220032
	Iteration 31Q: 3 clusters Score -94715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -94715.296875 Penalty: 664.220032
	Iteration 32F: 3 clusters Score -94715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Entering Unmasked Estep 
Score: -4736814.500000 Penalty: 513.196167
	Iteration 0F: 2 clusters Score -4736814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4683855.500000 Penalty: 1026.392334
	Iteration 0F: 3 clusters Score -4683856 nChanged 38650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -4707089.000000 Penalty: 1026.392334
	Iteration 1F: 3 clusters Score -4707089 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4707959.500000 Penalty: 1026.392334
	Iteration 2Q: 3 clusters Score -4707960 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -4709142.000000 Penalty: 1026.392334
	Iteration 3Q: 3 clusters Score -4709142 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -4710754.000000 Penalty: 1026.392334
	Iteration 4Q: 3 clusters Score -4710754 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -4712903.500000 Penalty: 1026.392334
	Iteration 5F: 3 clusters Score -4712904 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -4715849.000000 Penalty: 1026.392334
	Iteration 6F: 3 clusters Score -4715849 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -4719498.500000 Penalty: 1026.392334
	Iteration 7F: 3 clusters Score -4719498 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -4722932.000000 Penalty: 1026.392334
	Iteration 8F: 3 clusters Score -4722932 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -4724882.500000 Penalty: 1026.392334
	Iteration 9Q: 3 clusters Score -4724882 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -4725671.000000 Penalty: 1026.392334
	Iteration 10Q: 3 clusters Score -4725671 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -4726094.000000 Penalty: 1026.392334
	Iteration 11Q: 3 clusters Score -4726094 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -4726420.500000 Penalty: 1026.392334
	Iteration 12Q: 3 clusters Score -4726420 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -4726728.500000 Penalty: 1026.392334
	Iteration 13Q: 3 clusters Score -4726728 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -4727007.000000 Penalty: 1026.392334
	Iteration 14Q: 3 clusters Score -4727007 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -4727245.500000 Penalty: 1026.392334
	Iteration 15Q: 3 clusters Score -4727246 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -4727532.000000 Penalty: 1026.392334
	Iteration 16Q: 3 clusters Score -4727532 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -4727816.500000 Penalty: 1026.392334
	Iteration 17Q: 3 clusters Score -4727816 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -4728133.500000 Penalty: 1026.392334
	Iteration 18Q: 3 clusters Score -4728134 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -4728484.000000 Penalty: 1026.392334
	Iteration 19Q: 3 clusters Score -4728484 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -4728862.500000 Penalty: 1026.392334
	Iteration 20F: 3 clusters Score -4728862 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -4729243.000000 Penalty: 1026.392334
	Iteration 21Q: 3 clusters Score -4729243 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -4729642.500000 Penalty: 1026.392334
	Iteration 22Q: 3 clusters Score -4729642 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -4730091.500000 Penalty: 1026.392334
	Iteration 23Q: 3 clusters Score -4730092 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -4730597.500000 Penalty: 1026.392334
	Iteration 24Q: 3 clusters Score -4730598 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -4731058.000000 Penalty: 1026.392334
	Iteration 25Q: 3 clusters Score -4731058 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -4731625.000000 Penalty: 1026.392334
	Iteration 26Q: 3 clusters Score -4731625 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -4732227.500000 Penalty: 1026.392334
	Iteration 27Q: 3 clusters Score -4732228 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -4732978.000000 Penalty: 1026.392334
	Iteration 28Q: 3 clusters Score -4732978 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -4733800.000000 Penalty: 1026.392334
	Iteration 29Q: 3 clusters Score -4733800 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -4734491.000000 Penalty: 1026.392334
	Iteration 30Q: 3 clusters Score -4734491 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -4735121.500000 Penalty: 1026.392334
	Iteration 31Q: 3 clusters Score -4735122 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -4735561.000000 Penalty: 1026.392334
	Iteration 32Q: 3 clusters Score -4735561 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -4735872.000000 Penalty: 1026.392334
	Iteration 33Q: 3 clusters Score -4735872 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -4736094.000000 Penalty: 1026.392334
	Iteration 34Q: 3 clusters Score -4736094 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -4736243.500000 Penalty: 1026.392334
	Iteration 35Q: 3 clusters Score -4736244 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -4736299.500000 Penalty: 1026.392334
	Iteration 36Q: 3 clusters Score -4736300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -4736342.000000 Penalty: 1026.392334
	Iteration 37Q: 3 clusters Score -4736342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -4736364.500000 Penalty: 1026.392334
	Iteration 38Q: 3 clusters Score -4736364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -4736376.000000 Penalty: 1026.392334
	Iteration 39Q: 3 clusters Score -4736376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -4736385.000000 Penalty: 1026.392334
	Iteration 40F: 3 clusters Score -4736385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -4736396.000000 Penalty: 1026.392334
	Iteration 41Q: 3 clusters Score -4736396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -4736410.000000 Penalty: 1026.392334
	Iteration 42Q: 3 clusters Score -4736410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -4736413.500000 Penalty: 1026.392334
	Iteration 43Q: 3 clusters Score -4736414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -4736422.000000 Penalty: 1026.392334
	Iteration 44Q: 3 clusters Score -4736422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -4736428.500000 Penalty: 1026.392334
	Iteration 45Q: 3 clusters Score -4736428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -4736430.500000 Penalty: 1026.392334
	Iteration 46Q: 3 clusters Score -4736430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -4736432.500000 Penalty: 1026.392334
	Iteration 47Q: 3 clusters Score -4736432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -4736432.000000 Penalty: 1026.392334
	Iteration 48Q: 3 clusters Score -4736432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -4736432.000000 Penalty: 1026.392334
	Iteration 49F: 3 clusters Score -4736432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Entering Unmasked Estep 
Score: -2063313.500000 Penalty: 471.506378
	Iteration 0F: 2 clusters Score -2063314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2042185.500000 Penalty: 943.012756
	Iteration 0F: 3 clusters Score -2042186 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2051575.125000 Penalty: 943.012756
	Iteration 1F: 3 clusters Score -2051575 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2052260.625000 Penalty: 943.012756
	Iteration 2F: 3 clusters Score -2052261 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2053315.875000 Penalty: 943.012756
	Iteration 3F: 3 clusters Score -2053316 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2054846.000000 Penalty: 943.012756
	Iteration 4F: 3 clusters Score -2054846 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2056639.250000 Penalty: 943.012756
	Iteration 5F: 3 clusters Score -2056639 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2058155.875000 Penalty: 943.012756
	Iteration 6F: 3 clusters Score -2058156 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2058968.875000 Penalty: 943.012756
	Iteration 7Q: 3 clusters Score -2058969 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2059347.625000 Penalty: 943.012756
	Iteration 8Q: 3 clusters Score -2059348 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2059530.125000 Penalty: 943.012756
	Iteration 9Q: 3 clusters Score -2059530 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2059693.500000 Penalty: 943.012756
	Iteration 10Q: 3 clusters Score -2059694 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2059887.125000 Penalty: 943.012756
	Iteration 11Q: 3 clusters Score -2059887 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2060088.375000 Penalty: 943.012756
	Iteration 12Q: 3 clusters Score -2060088 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2060301.375000 Penalty: 943.012756
	Iteration 13Q: 3 clusters Score -2060301 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2060517.375000 Penalty: 943.012756
	Iteration 14Q: 3 clusters Score -2060517 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2060786.500000 Penalty: 943.012756
	Iteration 15Q: 3 clusters Score -2060786 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2061058.500000 Penalty: 943.012756
	Iteration 16Q: 3 clusters Score -2061058 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2061346.250000 Penalty: 943.012756
	Iteration 17Q: 3 clusters Score -2061346 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2061627.000000 Penalty: 943.012756
	Iteration 18Q: 3 clusters Score -2061627 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2061851.500000 Penalty: 943.012756
	Iteration 19Q: 3 clusters Score -2061852 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2062031.500000 Penalty: 943.012756
	Iteration 20F: 3 clusters Score -2062032 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2062192.375000 Penalty: 943.012756
	Iteration 21Q: 3 clusters Score -2062192 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2062301.500000 Penalty: 943.012756
	Iteration 22Q: 3 clusters Score -2062302 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2062417.125000 Penalty: 943.012756
	Iteration 23Q: 3 clusters Score -2062417 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2062514.250000 Penalty: 943.012756
	Iteration 24Q: 3 clusters Score -2062514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2062603.875000 Penalty: 943.012756
	Iteration 25Q: 3 clusters Score -2062604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2062667.250000 Penalty: 943.012756
	Iteration 26Q: 3 clusters Score -2062667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2062710.375000 Penalty: 943.012756
	Iteration 27Q: 3 clusters Score -2062710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2062738.500000 Penalty: 943.012756
	Iteration 28Q: 3 clusters Score -2062738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2062760.000000 Penalty: 943.012756
	Iteration 29Q: 3 clusters Score -2062760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2062788.125000 Penalty: 943.012756
	Iteration 30Q: 3 clusters Score -2062788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2062817.500000 Penalty: 943.012756
	Iteration 31Q: 3 clusters Score -2062818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2062846.000000 Penalty: 943.012756
	Iteration 32Q: 3 clusters Score -2062846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2062854.125000 Penalty: 943.012756
	Iteration 33Q: 3 clusters Score -2062854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2062862.875000 Penalty: 943.012756
	Iteration 34Q: 3 clusters Score -2062863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2062872.250000 Penalty: 943.012756
	Iteration 35Q: 3 clusters Score -2062872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2062877.375000 Penalty: 943.012756
	Iteration 36Q: 3 clusters Score -2062877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2062883.750000 Penalty: 943.012756
	Iteration 37Q: 3 clusters Score -2062884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2062886.000000 Penalty: 943.012756
	Iteration 38Q: 3 clusters Score -2062886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2062889.375000 Penalty: 943.012756
	Iteration 39Q: 3 clusters Score -2062889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2062894.250000 Penalty: 943.012756
	Iteration 40F: 3 clusters Score -2062894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2062900.250000 Penalty: 943.012756
	Iteration 41Q: 3 clusters Score -2062900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2062902.375000 Penalty: 943.012756
	Iteration 42Q: 3 clusters Score -2062902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2062903.125000 Penalty: 943.012756
	Iteration 43Q: 3 clusters Score -2062903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2062907.125000 Penalty: 943.012756
	Iteration 44Q: 3 clusters Score -2062907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2062908.500000 Penalty: 943.012756
	Iteration 45Q: 3 clusters Score -2062908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2062909.125000 Penalty: 943.012756
	Iteration 46Q: 3 clusters Score -2062909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2062912.625000 Penalty: 943.012756
	Iteration 47Q: 3 clusters Score -2062913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2062915.375000 Penalty: 943.012756
	Iteration 48Q: 3 clusters Score -2062915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2062917.750000 Penalty: 943.012756
	Iteration 49Q: 3 clusters Score -2062918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2062917.750000 Penalty: 943.012756
	Iteration 50Q: 3 clusters Score -2062918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2062920.750000 Penalty: 943.012756
	Iteration 51Q: 3 clusters Score -2062921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2062919.750000 Penalty: 943.012756
	Iteration 52Q: 3 clusters Score -2062920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2062920.000000 Penalty: 943.012756
	Iteration 53Q: 3 clusters Score -2062920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2062923.125000 Penalty: 943.012756
	Iteration 54Q: 3 clusters Score -2062923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2062924.875000 Penalty: 943.012756
	Iteration 55Q: 3 clusters Score -2062925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2062924.625000 Penalty: 943.012756
	Iteration 56Q: 3 clusters Score -2062925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2062927.625000 Penalty: 943.012756
	Iteration 57Q: 3 clusters Score -2062928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2062929.000000 Penalty: 943.012756
	Iteration 58Q: 3 clusters Score -2062929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2062929.000000 Penalty: 943.012756
	Iteration 59Q: 3 clusters Score -2062929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2062929.875000 Penalty: 943.012756
	Iteration 60F: 3 clusters Score -2062930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2062931.000000 Penalty: 943.012756
	Iteration 61Q: 3 clusters Score -2062931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2062932.625000 Penalty: 943.012756
	Iteration 62Q: 3 clusters Score -2062933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2062934.500000 Penalty: 943.012756
	Iteration 63Q: 3 clusters Score -2062934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2062934.250000 Penalty: 943.012756
	Iteration 64Q: 3 clusters Score -2062934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2062935.125000 Penalty: 943.012756
	Iteration 65Q: 3 clusters Score -2062935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2062935.125000 Penalty: 943.012756
	Iteration 66Q: 3 clusters Score -2062935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2062935.125000 Penalty: 943.012756
	Iteration 67F: 3 clusters Score -2062935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47502.046875 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47502.05 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47909.484375 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47909.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48024.335938 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -48024.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48092.019531 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -48092.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48131.332031 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -48131.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48148.371094 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -48148.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48159.539062 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48159.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48166.589844 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48166.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48169.218750 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48169.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48171.410156 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48171.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48175.410156 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48175.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48176.613281 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48176.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48176.613281 Penalty: 623.361511
	Iteration 12F: 3 clusters Score -48176.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -137028.937500 Penalty: 348.919525
	Iteration 0F: 2 clusters Score -137028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -135542.468750 Penalty: 697.839050
	Iteration 0F: 3 clusters Score -135542.5 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -136063.406250 Penalty: 697.839050
	Iteration 1F: 3 clusters Score -136063.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -136147.171875 Penalty: 697.839050
	Iteration 2F: 3 clusters Score -136147.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136240.953125 Penalty: 697.839050
	Iteration 3F: 3 clusters Score -136241 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136308.187500 Penalty: 697.839050
	Iteration 4F: 3 clusters Score -136308.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136370.125000 Penalty: 697.839050
	Iteration 5Q: 3 clusters Score -136370.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136437.750000 Penalty: 697.839050
	Iteration 6Q: 3 clusters Score -136437.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136495.140625 Penalty: 697.839050
	Iteration 7Q: 3 clusters Score -136495.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -136532.234375 Penalty: 697.839050
	Iteration 8Q: 3 clusters Score -136532.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136553.890625 Penalty: 697.839050
	Iteration 9Q: 3 clusters Score -136553.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -136570.093750 Penalty: 697.839050
	Iteration 10Q: 3 clusters Score -136570.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -136590.609375 Penalty: 697.839050
	Iteration 11Q: 3 clusters Score -136590.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -136611.859375 Penalty: 697.839050
	Iteration 12Q: 3 clusters Score -136611.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -136631.812500 Penalty: 697.839050
	Iteration 13Q: 3 clusters Score -136631.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -136645.578125 Penalty: 697.839050
	Iteration 14Q: 3 clusters Score -136645.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -136654.671875 Penalty: 697.839050
	Iteration 15Q: 3 clusters Score -136654.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -136665.468750 Penalty: 697.839050
	Iteration 16Q: 3 clusters Score -136665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -136674.718750 Penalty: 697.839050
	Iteration 17Q: 3 clusters Score -136674.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -136680.875000 Penalty: 697.839050
	Iteration 18Q: 3 clusters Score -136680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136683.937500 Penalty: 697.839050
	Iteration 19Q: 3 clusters Score -136683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -136685.953125 Penalty: 697.839050
	Iteration 20F: 3 clusters Score -136686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -136686.812500 Penalty: 697.839050
	Iteration 21Q: 3 clusters Score -136686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -136686.921875 Penalty: 697.839050
	Iteration 22Q: 3 clusters Score -136686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -136686.921875 Penalty: 697.839050
	Iteration 23F: 3 clusters Score -136686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -69144.804688 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -69144.8 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 675 members 
Entering Unmasked Estep 
Score: -68161.390625 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -68161.39 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -68554.890625 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -68554.89 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68743.484375 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -68743.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -68850.062500 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -68850.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -68896.179688 Penalty: 652.059937
	Iteration 4Q: 3 clusters Score -68896.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -68931.453125 Penalty: 652.059937
	Iteration 5Q: 3 clusters Score -68931.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -68953.671875 Penalty: 652.059937
	Iteration 6Q: 3 clusters Score -68953.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -68966.429688 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -68966.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -68974.671875 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -68974.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -68977.515625 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -68977.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -68979.851562 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -68979.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -68981.312500 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -68981.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -68982.007812 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -68982.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -68983.187500 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -68983.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -68984.296875 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -68984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -68984.359375 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -68984.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -68984.593750 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -68984.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -68984.593750 Penalty: 652.059937
	Iteration 17F: 3 clusters Score -68984.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -146869.796875 Penalty: 353.217468
	Iteration 0F: 2 clusters Score -146869.8 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 1176 members 
Entering Unmasked Estep 
Score: -145180.875000 Penalty: 706.434937
	Iteration 0F: 3 clusters Score -145180.9 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -145773.156250 Penalty: 706.434937
	Iteration 1F: 3 clusters Score -145773.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -145850.109375 Penalty: 706.434937
	Iteration 2F: 3 clusters Score -145850.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -145917.812500 Penalty: 706.434937
	Iteration 3F: 3 clusters Score -145917.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -145996.265625 Penalty: 706.434937
	Iteration 4F: 3 clusters Score -145996.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -146075.015625 Penalty: 706.434937
	Iteration 5F: 3 clusters Score -146075 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -146158.328125 Penalty: 706.434937
	Iteration 6F: 3 clusters Score -146158.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -146265.500000 Penalty: 706.434937
	Iteration 7F: 3 clusters Score -146265.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -146364.156250 Penalty: 706.434937
	Iteration 8Q: 3 clusters Score -146364.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -146443.156250 Penalty: 706.434937
	Iteration 9Q: 3 clusters Score -146443.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -146521.296875 Penalty: 706.434937
	Iteration 10Q: 3 clusters Score -146521.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -146573.640625 Penalty: 706.434937
	Iteration 11Q: 3 clusters Score -146573.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -146612.421875 Penalty: 706.434937
	Iteration 12Q: 3 clusters Score -146612.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -146631.250000 Penalty: 706.434937
	Iteration 13Q: 3 clusters Score -146631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -146638.125000 Penalty: 706.434937
	Iteration 14Q: 3 clusters Score -146638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -146639.765625 Penalty: 706.434937
	Iteration 15Q: 3 clusters Score -146639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -146641.828125 Penalty: 706.434937
	Iteration 16Q: 3 clusters Score -146641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -146643.312500 Penalty: 706.434937
	Iteration 17Q: 3 clusters Score -146643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -146645.031250 Penalty: 706.434937
	Iteration 18Q: 3 clusters Score -146645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -146646.937500 Penalty: 706.434937
	Iteration 19Q: 3 clusters Score -146646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -146647.609375 Penalty: 706.434937
	Iteration 20F: 3 clusters Score -146647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -146647.515625 Penalty: 706.434937
	Iteration 21Q: 3 clusters Score -146647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -146647.515625 Penalty: 706.434937
	Iteration 22F: 3 clusters Score -146647.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4791.766602 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4791.767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4825.890137 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4825.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4831.167969 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -4831.168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4837.161621 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4837.162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4847.540527 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -4847.541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4865.150879 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -4865.151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4868.691406 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -4868.691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4868.691406 Penalty: 434.132324
	Iteration 7F: 3 clusters Score -4868.691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -32014.390625 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -32014.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31515.285156 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -31515.29 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31635.394531 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -31635.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31656.705078 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -31656.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31669.068359 Penalty: 570.142395
	Iteration 3Q: 3 clusters Score -31669.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31678.638672 Penalty: 570.142395
	Iteration 4Q: 3 clusters Score -31678.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31686.189453 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -31686.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -31690.740234 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -31690.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -31700.535156 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -31700.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31708.091797 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -31708.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31712.783203 Penalty: 570.142395
	Iteration 9Q: 3 clusters Score -31712.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31714.617188 Penalty: 570.142395
	Iteration 10Q: 3 clusters Score -31714.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31715.294922 Penalty: 570.142395
	Iteration 11Q: 3 clusters Score -31715.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31715.724609 Penalty: 570.142395
	Iteration 12Q: 3 clusters Score -31715.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -31716.113281 Penalty: 570.142395
	Iteration 13Q: 3 clusters Score -31716.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -31716.113281 Penalty: 570.142395
	Iteration 14F: 3 clusters Score -31716.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Entering Unmasked Estep 
Score: -1088266.875000 Penalty: 441.378967
	Iteration 0F: 2 clusters Score -1088267 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 8146 members 
Entering Unmasked Estep 
Score: -1077347.000000 Penalty: 882.757935
	Iteration 0F: 3 clusters Score -1077347 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1081813.000000 Penalty: 882.757935
	Iteration 1F: 3 clusters Score -1081813 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1082033.625000 Penalty: 882.757935
	Iteration 2Q: 3 clusters Score -1082034 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1082286.375000 Penalty: 882.757935
	Iteration 3Q: 3 clusters Score -1082286 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1082626.000000 Penalty: 882.757935
	Iteration 4Q: 3 clusters Score -1082626 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1083093.375000 Penalty: 882.757935
	Iteration 5F: 3 clusters Score -1083093 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1083764.125000 Penalty: 882.757935
	Iteration 6F: 3 clusters Score -1083764 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1084623.375000 Penalty: 882.757935
	Iteration 7F: 3 clusters Score -1084623 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1085447.625000 Penalty: 882.757935
	Iteration 8F: 3 clusters Score -1085448 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1085997.250000 Penalty: 882.757935
	Iteration 9Q: 3 clusters Score -1085997 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1086309.500000 Penalty: 882.757935
	Iteration 10Q: 3 clusters Score -1086310 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1086527.875000 Penalty: 882.757935
	Iteration 11Q: 3 clusters Score -1086528 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1086700.500000 Penalty: 882.757935
	Iteration 12Q: 3 clusters Score -1086700 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1086856.000000 Penalty: 882.757935
	Iteration 13Q: 3 clusters Score -1086856 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1087011.375000 Penalty: 882.757935
	Iteration 14Q: 3 clusters Score -1087011 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1087149.625000 Penalty: 882.757935
	Iteration 15Q: 3 clusters Score -1087150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1087278.625000 Penalty: 882.757935
	Iteration 16Q: 3 clusters Score -1087279 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1087384.750000 Penalty: 882.757935
	Iteration 17Q: 3 clusters Score -1087385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1087479.500000 Penalty: 882.757935
	Iteration 18Q: 3 clusters Score -1087480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1087548.500000 Penalty: 882.757935
	Iteration 19Q: 3 clusters Score -1087548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1087612.125000 Penalty: 882.757935
	Iteration 20F: 3 clusters Score -1087612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1087665.625000 Penalty: 882.757935
	Iteration 21Q: 3 clusters Score -1087666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1087707.125000 Penalty: 882.757935
	Iteration 22Q: 3 clusters Score -1087707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1087745.000000 Penalty: 882.757935
	Iteration 23Q: 3 clusters Score -1087745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1087773.875000 Penalty: 882.757935
	Iteration 24Q: 3 clusters Score -1087774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1087801.250000 Penalty: 882.757935
	Iteration 25Q: 3 clusters Score -1087801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1087827.000000 Penalty: 882.757935
	Iteration 26Q: 3 clusters Score -1087827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1087844.500000 Penalty: 882.757935
	Iteration 27Q: 3 clusters Score -1087844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1087859.250000 Penalty: 882.757935
	Iteration 28Q: 3 clusters Score -1087859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1087872.250000 Penalty: 882.757935
	Iteration 29Q: 3 clusters Score -1087872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1087881.375000 Penalty: 882.757935
	Iteration 30Q: 3 clusters Score -1087881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1087889.375000 Penalty: 882.757935
	Iteration 31Q: 3 clusters Score -1087889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1087894.625000 Penalty: 882.757935
	Iteration 32Q: 3 clusters Score -1087895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1087897.625000 Penalty: 882.757935
	Iteration 33Q: 3 clusters Score -1087898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1087899.625000 Penalty: 882.757935
	Iteration 34Q: 3 clusters Score -1087900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1087899.625000 Penalty: 882.757935
	Iteration 35F: 3 clusters Score -1087900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Entering Unmasked Estep 
Score: -3306187.500000 Penalty: 492.997070
	Iteration 0F: 2 clusters Score -3306188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3273191.250000 Penalty: 985.994141
	Iteration 0F: 3 clusters Score -3273191 nChanged 24658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3287597.500000 Penalty: 985.994141
	Iteration 1F: 3 clusters Score -3287598 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3288052.750000 Penalty: 985.994141
	Iteration 2Q: 3 clusters Score -3288053 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3288575.000000 Penalty: 985.994141
	Iteration 3Q: 3 clusters Score -3288575 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3289222.250000 Penalty: 985.994141
	Iteration 4Q: 3 clusters Score -3289222 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3290024.250000 Penalty: 985.994141
	Iteration 5Q: 3 clusters Score -3290024 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3291013.000000 Penalty: 985.994141
	Iteration 6Q: 3 clusters Score -3291013 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3292064.000000 Penalty: 985.994141
	Iteration 7F: 3 clusters Score -3292064 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -3293353.500000 Penalty: 985.994141
	Iteration 8F: 3 clusters Score -3293354 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -3294818.500000 Penalty: 985.994141
	Iteration 9F: 3 clusters Score -3294818 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3296565.750000 Penalty: 985.994141
	Iteration 10F: 3 clusters Score -3296566 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -3298285.250000 Penalty: 985.994141
	Iteration 11Q: 3 clusters Score -3298285 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -3299336.500000 Penalty: 985.994141
	Iteration 12Q: 3 clusters Score -3299336 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -3299835.500000 Penalty: 985.994141
	Iteration 13Q: 3 clusters Score -3299836 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3300069.000000 Penalty: 985.994141
	Iteration 14Q: 3 clusters Score -3300069 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3300208.500000 Penalty: 985.994141
	Iteration 15Q: 3 clusters Score -3300208 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -3300322.500000 Penalty: 985.994141
	Iteration 16Q: 3 clusters Score -3300322 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -3300499.250000 Penalty: 985.994141
	Iteration 17Q: 3 clusters Score -3300499 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -3300641.750000 Penalty: 985.994141
	Iteration 18Q: 3 clusters Score -3300642 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -3300803.000000 Penalty: 985.994141
	Iteration 19Q: 3 clusters Score -3300803 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -3301043.000000 Penalty: 985.994141
	Iteration 20F: 3 clusters Score -3301043 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -3301341.500000 Penalty: 985.994141
	Iteration 21Q: 3 clusters Score -3301342 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -3301707.250000 Penalty: 985.994141
	Iteration 22Q: 3 clusters Score -3301707 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -3302109.750000 Penalty: 985.994141
	Iteration 23Q: 3 clusters Score -3302110 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -3302437.250000 Penalty: 985.994141
	Iteration 24Q: 3 clusters Score -3302437 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -3302785.250000 Penalty: 985.994141
	Iteration 25Q: 3 clusters Score -3302785 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -3303066.500000 Penalty: 985.994141
	Iteration 26Q: 3 clusters Score -3303066 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -3303404.000000 Penalty: 985.994141
	Iteration 27Q: 3 clusters Score -3303404 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -3303724.250000 Penalty: 985.994141
	Iteration 28Q: 3 clusters Score -3303724 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -3304049.000000 Penalty: 985.994141
	Iteration 29Q: 3 clusters Score -3304049 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -3304382.500000 Penalty: 985.994141
	Iteration 30Q: 3 clusters Score -3304382 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -3304661.500000 Penalty: 985.994141
	Iteration 31Q: 3 clusters Score -3304662 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -3304951.250000 Penalty: 985.994141
	Iteration 32Q: 3 clusters Score -3304951 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -3305208.000000 Penalty: 985.994141
	Iteration 33Q: 3 clusters Score -3305208 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -3305392.000000 Penalty: 985.994141
	Iteration 34Q: 3 clusters Score -3305392 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -3305527.500000 Penalty: 985.994141
	Iteration 35Q: 3 clusters Score -3305528 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -3305637.250000 Penalty: 985.994141
	Iteration 36Q: 3 clusters Score -3305637 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -3305715.500000 Penalty: 985.994141
	Iteration 37Q: 3 clusters Score -3305716 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -3305774.750000 Penalty: 985.994141
	Iteration 38Q: 3 clusters Score -3305775 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -3305799.750000 Penalty: 985.994141
	Iteration 39Q: 3 clusters Score -3305800 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -3305829.000000 Penalty: 985.994141
	Iteration 40F: 3 clusters Score -3305829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -3305847.500000 Penalty: 985.994141
	Iteration 41Q: 3 clusters Score -3305848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -3305855.250000 Penalty: 985.994141
	Iteration 42Q: 3 clusters Score -3305855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -3305879.000000 Penalty: 985.994141
	Iteration 43Q: 3 clusters Score -3305879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -3305882.250000 Penalty: 985.994141
	Iteration 44Q: 3 clusters Score -3305882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -3305873.000000 Penalty: 985.994141
	Iteration 45Q: 3 clusters Score -3305873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -3305877.000000 Penalty: 985.994141
	Iteration 46Q: 3 clusters Score -3305877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -3305881.000000 Penalty: 985.994141
	Iteration 47Q: 3 clusters Score -3305881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -3305878.750000 Penalty: 985.994141
	Iteration 48Q: 3 clusters Score -3305879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -3305875.000000 Penalty: 985.994141
	Iteration 49Q: 3 clusters Score -3305875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -3305874.750000 Penalty: 985.994141
	Iteration 50Q: 3 clusters Score -3305875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -3305880.750000 Penalty: 985.994141
	Iteration 51Q: 3 clusters Score -3305881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -3305878.250000 Penalty: 985.994141
	Iteration 52Q: 3 clusters Score -3305878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -3305891.250000 Penalty: 985.994141
	Iteration 53Q: 3 clusters Score -3305891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -3305877.500000 Penalty: 985.994141
	Iteration 54Q: 3 clusters Score -3305878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -3305876.000000 Penalty: 985.994141
	Iteration 55Q: 3 clusters Score -3305876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -3305881.250000 Penalty: 985.994141
	Iteration 56Q: 3 clusters Score -3305881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -3305887.500000 Penalty: 985.994141
	Iteration 57Q: 3 clusters Score -3305888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -3305887.500000 Penalty: 985.994141
	Iteration 58Q: 3 clusters Score -3305888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -3305893.000000 Penalty: 985.994141
	Iteration 59Q: 3 clusters Score -3305893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -3305893.250000 Penalty: 985.994141
	Iteration 60F: 3 clusters Score -3305893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -3305897.000000 Penalty: 985.994141
	Iteration 61Q: 3 clusters Score -3305897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -3305897.500000 Penalty: 985.994141
	Iteration 62Q: 3 clusters Score -3305898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -3305898.000000 Penalty: 985.994141
	Iteration 63Q: 3 clusters Score -3305898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -3305894.750000 Penalty: 985.994141
	Iteration 64Q: 3 clusters Score -3305895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -3305894.750000 Penalty: 985.994141
	Iteration 65F: 3 clusters Score -3305895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Entering Unmasked Estep 
Score: -948083.500000 Penalty: 437.652405
	Iteration 0F: 2 clusters Score -948083.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -938072.312500 Penalty: 875.304810
	Iteration 0F: 3 clusters Score -938072.3 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -942286.937500 Penalty: 875.304810
	Iteration 1F: 3 clusters Score -942286.9 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -942864.812500 Penalty: 875.304810
	Iteration 2F: 3 clusters Score -942864.8 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -943660.125000 Penalty: 875.304810
	Iteration 3F: 3 clusters Score -943660.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -944595.687500 Penalty: 875.304810
	Iteration 4F: 3 clusters Score -944595.7 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -945458.062500 Penalty: 875.304810
	Iteration 5F: 3 clusters Score -945458.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -945911.875000 Penalty: 875.304810
	Iteration 6Q: 3 clusters Score -945911.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -946127.562500 Penalty: 875.304810
	Iteration 7Q: 3 clusters Score -946127.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -946279.562500 Penalty: 875.304810
	Iteration 8Q: 3 clusters Score -946279.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -946420.937500 Penalty: 875.304810
	Iteration 9Q: 3 clusters Score -946420.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -946568.250000 Penalty: 875.304810
	Iteration 10Q: 3 clusters Score -946568.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -946744.562500 Penalty: 875.304810
	Iteration 11Q: 3 clusters Score -946744.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -946914.187500 Penalty: 875.304810
	Iteration 12Q: 3 clusters Score -946914.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -947089.812500 Penalty: 875.304810
	Iteration 13Q: 3 clusters Score -947089.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -947237.937500 Penalty: 875.304810
	Iteration 14Q: 3 clusters Score -947237.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -947348.437500 Penalty: 875.304810
	Iteration 15Q: 3 clusters Score -947348.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -947432.812500 Penalty: 875.304810
	Iteration 16Q: 3 clusters Score -947432.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -947496.500000 Penalty: 875.304810
	Iteration 17Q: 3 clusters Score -947496.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -947539.812500 Penalty: 875.304810
	Iteration 18Q: 3 clusters Score -947539.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -947570.500000 Penalty: 875.304810
	Iteration 19Q: 3 clusters Score -947570.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -947592.250000 Penalty: 875.304810
	Iteration 20F: 3 clusters Score -947592.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -947605.500000 Penalty: 875.304810
	Iteration 21Q: 3 clusters Score -947605.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -947615.500000 Penalty: 875.304810
	Iteration 22Q: 3 clusters Score -947615.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -947624.750000 Penalty: 875.304810
	Iteration 23Q: 3 clusters Score -947624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -947632.625000 Penalty: 875.304810
	Iteration 24Q: 3 clusters Score -947632.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -947644.062500 Penalty: 875.304810
	Iteration 25Q: 3 clusters Score -947644.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -947652.000000 Penalty: 875.304810
	Iteration 26Q: 3 clusters Score -947652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -947661.187500 Penalty: 875.304810
	Iteration 27Q: 3 clusters Score -947661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -947664.000000 Penalty: 875.304810
	Iteration 28Q: 3 clusters Score -947664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -947665.687500 Penalty: 875.304810
	Iteration 29Q: 3 clusters Score -947665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -947670.000000 Penalty: 875.304810
	Iteration 30Q: 3 clusters Score -947670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -947672.250000 Penalty: 875.304810
	Iteration 31Q: 3 clusters Score -947672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -947673.000000 Penalty: 875.304810
	Iteration 32Q: 3 clusters Score -947673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -947674.187500 Penalty: 875.304810
	Iteration 33Q: 3 clusters Score -947674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -947673.812500 Penalty: 875.304810
	Iteration 34Q: 3 clusters Score -947673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -947674.500000 Penalty: 875.304810
	Iteration 35Q: 3 clusters Score -947674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -947675.750000 Penalty: 875.304810
	Iteration 36Q: 3 clusters Score -947675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -947676.375000 Penalty: 875.304810
	Iteration 37Q: 3 clusters Score -947676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -947677.625000 Penalty: 875.304810
	Iteration 38Q: 3 clusters Score -947677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -947677.562500 Penalty: 875.304810
	Iteration 39Q: 3 clusters Score -947677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -947677.750000 Penalty: 875.304810
	Iteration 40F: 3 clusters Score -947677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1795.382202 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1795.382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1819.587036 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1819.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1826.288818 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1826.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1826.288818 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1826.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -95081.437500 Penalty: 336.728241
	Iteration 0F: 2 clusters Score -95081.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -93865.101562 Penalty: 673.456482
	Iteration 0F: 3 clusters Score -93865.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94246.171875 Penalty: 673.456482
	Iteration 1F: 3 clusters Score -94246.17 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94319.312500 Penalty: 673.456482
	Iteration 2F: 3 clusters Score -94319.31 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -94375.968750 Penalty: 673.456482
	Iteration 3F: 3 clusters Score -94375.97 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -94414.335938 Penalty: 673.456482
	Iteration 4Q: 3 clusters Score -94414.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -94444.242188 Penalty: 673.456482
	Iteration 5Q: 3 clusters Score -94444.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -94484.335938 Penalty: 673.456482
	Iteration 6Q: 3 clusters Score -94484.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -94547.562500 Penalty: 673.456482
	Iteration 7Q: 3 clusters Score -94547.56 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -94612.484375 Penalty: 673.456482
	Iteration 8Q: 3 clusters Score -94612.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -94676.617188 Penalty: 673.456482
	Iteration 9Q: 3 clusters Score -94676.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -94722.914062 Penalty: 673.456482
	Iteration 10Q: 3 clusters Score -94722.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -94750.367188 Penalty: 673.456482
	Iteration 11Q: 3 clusters Score -94750.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -94770.460938 Penalty: 673.456482
	Iteration 12Q: 3 clusters Score -94770.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94787.164062 Penalty: 673.456482
	Iteration 13Q: 3 clusters Score -94787.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -94804.351562 Penalty: 673.456482
	Iteration 14Q: 3 clusters Score -94804.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -94811.390625 Penalty: 673.456482
	Iteration 15Q: 3 clusters Score -94811.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -94813.632812 Penalty: 673.456482
	Iteration 16Q: 3 clusters Score -94813.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -94816.351562 Penalty: 673.456482
	Iteration 17Q: 3 clusters Score -94816.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -94817.609375 Penalty: 673.456482
	Iteration 18Q: 3 clusters Score -94817.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -94817.710938 Penalty: 673.456482
	Iteration 19Q: 3 clusters Score -94817.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -94818.015625 Penalty: 673.456482
	Iteration 20F: 3 clusters Score -94818.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -94818.671875 Penalty: 673.456482
	Iteration 21Q: 3 clusters Score -94818.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -94819.101562 Penalty: 673.456482
	Iteration 22Q: 3 clusters Score -94819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -94819.070312 Penalty: 673.456482
	Iteration 23Q: 3 clusters Score -94819.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -94819.304688 Penalty: 673.456482
	Iteration 24Q: 3 clusters Score -94819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -94819.718750 Penalty: 673.456482
	Iteration 25Q: 3 clusters Score -94819.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -94819.718750 Penalty: 673.456482
	Iteration 26F: 3 clusters Score -94819.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -257400.453125 Penalty: 375.509979
	Iteration 0F: 2 clusters Score -257400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -254714.140625 Penalty: 751.019958
	Iteration 0F: 3 clusters Score -254714.1 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -255622.171875 Penalty: 751.019958
	Iteration 1F: 3 clusters Score -255622.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -255705.734375 Penalty: 751.019958
	Iteration 2F: 3 clusters Score -255705.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -255779.078125 Penalty: 751.019958
	Iteration 3Q: 3 clusters Score -255779.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -255861.625000 Penalty: 751.019958
	Iteration 4Q: 3 clusters Score -255861.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -255968.484375 Penalty: 751.019958
	Iteration 5Q: 3 clusters Score -255968.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -256085.312500 Penalty: 751.019958
	Iteration 6Q: 3 clusters Score -256085.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -256233.453125 Penalty: 751.019958
	Iteration 7F: 3 clusters Score -256233.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -256347.671875 Penalty: 751.019958
	Iteration 8Q: 3 clusters Score -256347.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -256442.781250 Penalty: 751.019958
	Iteration 9Q: 3 clusters Score -256442.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -256502.718750 Penalty: 751.019958
	Iteration 10Q: 3 clusters Score -256502.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -256544.390625 Penalty: 751.019958
	Iteration 11Q: 3 clusters Score -256544.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -256578.843750 Penalty: 751.019958
	Iteration 12Q: 3 clusters Score -256578.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -256614.640625 Penalty: 751.019958
	Iteration 13Q: 3 clusters Score -256614.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -256660.218750 Penalty: 751.019958
	Iteration 14Q: 3 clusters Score -256660.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -256705.687500 Penalty: 751.019958
	Iteration 15Q: 3 clusters Score -256705.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -256740.250000 Penalty: 751.019958
	Iteration 16Q: 3 clusters Score -256740.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -256775.171875 Penalty: 751.019958
	Iteration 17Q: 3 clusters Score -256775.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -256808.984375 Penalty: 751.019958
	Iteration 18Q: 3 clusters Score -256809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -256828.781250 Penalty: 751.019958
	Iteration 19Q: 3 clusters Score -256828.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -256845.640625 Penalty: 751.019958
	Iteration 20F: 3 clusters Score -256845.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -256858.703125 Penalty: 751.019958
	Iteration 21Q: 3 clusters Score -256858.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -256877.703125 Penalty: 751.019958
	Iteration 22Q: 3 clusters Score -256877.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -256893.125000 Penalty: 751.019958
	Iteration 23Q: 3 clusters Score -256893.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -256901.812500 Penalty: 751.019958
	Iteration 24Q: 3 clusters Score -256901.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -256908.750000 Penalty: 751.019958
	Iteration 25Q: 3 clusters Score -256908.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -256913.140625 Penalty: 751.019958
	Iteration 26Q: 3 clusters Score -256913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -256917.062500 Penalty: 751.019958
	Iteration 27Q: 3 clusters Score -256917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -256920.656250 Penalty: 751.019958
	Iteration 28Q: 3 clusters Score -256920.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -256923.312500 Penalty: 751.019958
	Iteration 29Q: 3 clusters Score -256923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -256925.656250 Penalty: 751.019958
	Iteration 30Q: 3 clusters Score -256925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -256927.187500 Penalty: 751.019958
	Iteration 31Q: 3 clusters Score -256927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -256927.250000 Penalty: 751.019958
	Iteration 32Q: 3 clusters Score -256927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -256928.562500 Penalty: 751.019958
	Iteration 33Q: 3 clusters Score -256928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -256929.062500 Penalty: 751.019958
	Iteration 34Q: 3 clusters Score -256929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -256930.593750 Penalty: 751.019958
	Iteration 35Q: 3 clusters Score -256930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -256931.750000 Penalty: 751.019958
	Iteration 36Q: 3 clusters Score -256931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -256932.015625 Penalty: 751.019958
	Iteration 37Q: 3 clusters Score -256932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -256933.859375 Penalty: 751.019958
	Iteration 38Q: 3 clusters Score -256933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -256936.156250 Penalty: 751.019958
	Iteration 39Q: 3 clusters Score -256936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -256938.406250 Penalty: 751.019958
	Iteration 40F: 3 clusters Score -256938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -256939.359375 Penalty: 751.019958
	Iteration 41Q: 3 clusters Score -256939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -256941.937500 Penalty: 751.019958
	Iteration 42Q: 3 clusters Score -256941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -256944.546875 Penalty: 751.019958
	Iteration 43Q: 3 clusters Score -256944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -256947.546875 Penalty: 751.019958
	Iteration 44Q: 3 clusters Score -256947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -256951.703125 Penalty: 751.019958
	Iteration 45Q: 3 clusters Score -256951.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -256956.484375 Penalty: 751.019958
	Iteration 46Q: 3 clusters Score -256956.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -256961.890625 Penalty: 751.019958
	Iteration 47Q: 3 clusters Score -256961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -256969.125000 Penalty: 751.019958
	Iteration 48Q: 3 clusters Score -256969.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -256975.671875 Penalty: 751.019958
	Iteration 49Q: 3 clusters Score -256975.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -256979.968750 Penalty: 751.019958
	Iteration 50Q: 3 clusters Score -256980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -256985.359375 Penalty: 751.019958
	Iteration 51Q: 3 clusters Score -256985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -256986.468750 Penalty: 751.019958
	Iteration 52Q: 3 clusters Score -256986.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -256989.359375 Penalty: 751.019958
	Iteration 53Q: 3 clusters Score -256989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -256994.281250 Penalty: 751.019958
	Iteration 54Q: 3 clusters Score -256994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -256997.218750 Penalty: 751.019958
	Iteration 55Q: 3 clusters Score -256997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -256999.500000 Penalty: 751.019958
	Iteration 56Q: 3 clusters Score -256999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -257006.296875 Penalty: 751.019958
	Iteration 57Q: 3 clusters Score -257006.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -257013.500000 Penalty: 751.019958
	Iteration 58Q: 3 clusters Score -257013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -257017.359375 Penalty: 751.019958
	Iteration 59Q: 3 clusters Score -257017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -257019.828125 Penalty: 751.019958
	Iteration 60F: 3 clusters Score -257019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -257024.765625 Penalty: 751.019958
	Iteration 61Q: 3 clusters Score -257024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -257027.828125 Penalty: 751.019958
	Iteration 62Q: 3 clusters Score -257027.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -257032.953125 Penalty: 751.019958
	Iteration 63Q: 3 clusters Score -257033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -257034.843750 Penalty: 751.019958
	Iteration 64Q: 3 clusters Score -257034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -257036.125000 Penalty: 751.019958
	Iteration 65Q: 3 clusters Score -257036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -257037.890625 Penalty: 751.019958
	Iteration 66Q: 3 clusters Score -257037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -257038.187500 Penalty: 751.019958
	Iteration 67Q: 3 clusters Score -257038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -257038.421875 Penalty: 751.019958
	Iteration 68Q: 3 clusters Score -257038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -257038.546875 Penalty: 751.019958
	Iteration 69Q: 3 clusters Score -257038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -257038.546875 Penalty: 751.019958
	Iteration 70F: 3 clusters Score -257038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Entering Unmasked Estep 
Score: -1343912.000000 Penalty: 451.854095
	Iteration 0F: 2 clusters Score -1343912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1330091.000000 Penalty: 903.708191
	Iteration 0F: 3 clusters Score -1330091 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1336883.750000 Penalty: 903.708191
	Iteration 1F: 3 clusters Score -1336884 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1338119.500000 Penalty: 903.708191
	Iteration 2F: 3 clusters Score -1338120 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1339812.625000 Penalty: 903.708191
	Iteration 3F: 3 clusters Score -1339813 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1341126.625000 Penalty: 903.708191
	Iteration 4F: 3 clusters Score -1341127 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1341664.000000 Penalty: 903.708191
	Iteration 5F: 3 clusters Score -1341664 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1341875.625000 Penalty: 903.708191
	Iteration 6Q: 3 clusters Score -1341876 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1342050.125000 Penalty: 903.708191
	Iteration 7Q: 3 clusters Score -1342050 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1342228.375000 Penalty: 903.708191
	Iteration 8Q: 3 clusters Score -1342228 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1342429.875000 Penalty: 903.708191
	Iteration 9Q: 3 clusters Score -1342430 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1342618.625000 Penalty: 903.708191
	Iteration 10Q: 3 clusters Score -1342619 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1342771.500000 Penalty: 903.708191
	Iteration 11Q: 3 clusters Score -1342772 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1342885.125000 Penalty: 903.708191
	Iteration 12Q: 3 clusters Score -1342885 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1342955.750000 Penalty: 903.708191
	Iteration 13Q: 3 clusters Score -1342956 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1343011.000000 Penalty: 903.708191
	Iteration 14Q: 3 clusters Score -1343011 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1343059.125000 Penalty: 903.708191
	Iteration 15Q: 3 clusters Score -1343059 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1343097.125000 Penalty: 903.708191
	Iteration 16Q: 3 clusters Score -1343097 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1343124.875000 Penalty: 903.708191
	Iteration 17Q: 3 clusters Score -1343125 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1343146.125000 Penalty: 903.708191
	Iteration 18Q: 3 clusters Score -1343146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1343172.625000 Penalty: 903.708191
	Iteration 19Q: 3 clusters Score -1343173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1343190.500000 Penalty: 903.708191
	Iteration 20F: 3 clusters Score -1343190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1343198.500000 Penalty: 903.708191
	Iteration 21Q: 3 clusters Score -1343198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1343213.000000 Penalty: 903.708191
	Iteration 22Q: 3 clusters Score -1343213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1343217.625000 Penalty: 903.708191
	Iteration 23Q: 3 clusters Score -1343218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1343226.250000 Penalty: 903.708191
	Iteration 24Q: 3 clusters Score -1343226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1343230.000000 Penalty: 903.708191
	Iteration 25Q: 3 clusters Score -1343230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1343239.000000 Penalty: 903.708191
	Iteration 26Q: 3 clusters Score -1343239 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1343256.000000 Penalty: 903.708191
	Iteration 27Q: 3 clusters Score -1343256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1343264.000000 Penalty: 903.708191
	Iteration 28Q: 3 clusters Score -1343264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1343278.125000 Penalty: 903.708191
	Iteration 29Q: 3 clusters Score -1343278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1343287.375000 Penalty: 903.708191
	Iteration 30Q: 3 clusters Score -1343287 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1343304.375000 Penalty: 903.708191
	Iteration 31Q: 3 clusters Score -1343304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1343320.750000 Penalty: 903.708191
	Iteration 32Q: 3 clusters Score -1343321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1343336.750000 Penalty: 903.708191
	Iteration 33Q: 3 clusters Score -1343337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1343352.875000 Penalty: 903.708191
	Iteration 34Q: 3 clusters Score -1343353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1343364.750000 Penalty: 903.708191
	Iteration 35Q: 3 clusters Score -1343365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1343382.375000 Penalty: 903.708191
	Iteration 36Q: 3 clusters Score -1343382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1343391.000000 Penalty: 903.708191
	Iteration 37Q: 3 clusters Score -1343391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1343397.625000 Penalty: 903.708191
	Iteration 38Q: 3 clusters Score -1343398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1343408.375000 Penalty: 903.708191
	Iteration 39Q: 3 clusters Score -1343408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1343416.500000 Penalty: 903.708191
	Iteration 40F: 3 clusters Score -1343416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1343419.750000 Penalty: 903.708191
	Iteration 41Q: 3 clusters Score -1343420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1343423.250000 Penalty: 903.708191
	Iteration 42Q: 3 clusters Score -1343423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1343434.375000 Penalty: 903.708191
	Iteration 43Q: 3 clusters Score -1343434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1343436.875000 Penalty: 903.708191
	Iteration 44Q: 3 clusters Score -1343437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1343441.000000 Penalty: 903.708191
	Iteration 45Q: 3 clusters Score -1343441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1343449.625000 Penalty: 903.708191
	Iteration 46Q: 3 clusters Score -1343450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1343449.125000 Penalty: 903.708191
	Iteration 47Q: 3 clusters Score -1343449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1343452.375000 Penalty: 903.708191
	Iteration 48Q: 3 clusters Score -1343452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1343452.500000 Penalty: 903.708191
	Iteration 49Q: 3 clusters Score -1343452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1343458.000000 Penalty: 903.708191
	Iteration 50Q: 3 clusters Score -1343458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1343463.125000 Penalty: 903.708191
	Iteration 51Q: 3 clusters Score -1343463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1343468.500000 Penalty: 903.708191
	Iteration 52Q: 3 clusters Score -1343468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1343473.500000 Penalty: 903.708191
	Iteration 53Q: 3 clusters Score -1343474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1343472.750000 Penalty: 903.708191
	Iteration 54Q: 3 clusters Score -1343473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1343475.625000 Penalty: 903.708191
	Iteration 55Q: 3 clusters Score -1343476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1343476.875000 Penalty: 903.708191
	Iteration 56Q: 3 clusters Score -1343477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1343478.750000 Penalty: 903.708191
	Iteration 57Q: 3 clusters Score -1343479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1343483.375000 Penalty: 903.708191
	Iteration 58Q: 3 clusters Score -1343483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1343485.000000 Penalty: 903.708191
	Iteration 59Q: 3 clusters Score -1343485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1343484.875000 Penalty: 903.708191
	Iteration 60F: 3 clusters Score -1343485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1343488.875000 Penalty: 903.708191
	Iteration 61Q: 3 clusters Score -1343489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1343491.375000 Penalty: 903.708191
	Iteration 62Q: 3 clusters Score -1343491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1343492.250000 Penalty: 903.708191
	Iteration 63Q: 3 clusters Score -1343492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1343494.125000 Penalty: 903.708191
	Iteration 64Q: 3 clusters Score -1343494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1343497.125000 Penalty: 903.708191
	Iteration 65Q: 3 clusters Score -1343497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1343500.500000 Penalty: 903.708191
	Iteration 66Q: 3 clusters Score -1343500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1343502.125000 Penalty: 903.708191
	Iteration 67Q: 3 clusters Score -1343502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1343503.625000 Penalty: 903.708191
	Iteration 68Q: 3 clusters Score -1343504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1343507.750000 Penalty: 903.708191
	Iteration 69Q: 3 clusters Score -1343508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1343506.375000 Penalty: 903.708191
	Iteration 70Q: 3 clusters Score -1343506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1343509.500000 Penalty: 903.708191
	Iteration 71Q: 3 clusters Score -1343510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1343508.750000 Penalty: 903.708191
	Iteration 72Q: 3 clusters Score -1343509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1343512.250000 Penalty: 903.708191
	Iteration 73Q: 3 clusters Score -1343512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1343510.750000 Penalty: 903.708191
	Iteration 74Q: 3 clusters Score -1343511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1343507.625000 Penalty: 903.708191
	Iteration 75Q: 3 clusters Score -1343508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1343508.875000 Penalty: 903.708191
	Iteration 76Q: 3 clusters Score -1343509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1343519.375000 Penalty: 903.708191
	Iteration 77Q: 3 clusters Score -1343519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1343519.500000 Penalty: 903.708191
	Iteration 78Q: 3 clusters Score -1343520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1343527.000000 Penalty: 903.708191
	Iteration 79Q: 3 clusters Score -1343527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1343525.375000 Penalty: 903.708191
	Iteration 80F: 3 clusters Score -1343525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1343530.875000 Penalty: 903.708191
	Iteration 81Q: 3 clusters Score -1343531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1343536.000000 Penalty: 903.708191
	Iteration 82Q: 3 clusters Score -1343536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1343539.750000 Penalty: 903.708191
	Iteration 83Q: 3 clusters Score -1343540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1343544.250000 Penalty: 903.708191
	Iteration 84Q: 3 clusters Score -1343544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1343548.625000 Penalty: 903.708191
	Iteration 85Q: 3 clusters Score -1343549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1343550.250000 Penalty: 903.708191
	Iteration 86Q: 3 clusters Score -1343550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1343553.000000 Penalty: 903.708191
	Iteration 87Q: 3 clusters Score -1343553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1343555.750000 Penalty: 903.708191
	Iteration 88Q: 3 clusters Score -1343556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1343555.000000 Penalty: 903.708191
	Iteration 89Q: 3 clusters Score -1343555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1343553.625000 Penalty: 903.708191
	Iteration 90Q: 3 clusters Score -1343554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1343554.000000 Penalty: 903.708191
	Iteration 91Q: 3 clusters Score -1343554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1343555.250000 Penalty: 903.708191
	Iteration 92Q: 3 clusters Score -1343555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1343556.750000 Penalty: 903.708191
	Iteration 93Q: 3 clusters Score -1343557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1343556.375000 Penalty: 903.708191
	Iteration 94Q: 3 clusters Score -1343556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1343561.625000 Penalty: 903.708191
	Iteration 95Q: 3 clusters Score -1343562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1343563.750000 Penalty: 903.708191
	Iteration 96Q: 3 clusters Score -1343564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1343563.000000 Penalty: 903.708191
	Iteration 97Q: 3 clusters Score -1343563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1343565.000000 Penalty: 903.708191
	Iteration 98Q: 3 clusters Score -1343565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1343568.625000 Penalty: 903.708191
	Iteration 99Q: 3 clusters Score -1343569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1343567.125000 Penalty: 903.708191
	Iteration 100F: 3 clusters Score -1343567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1343567.875000 Penalty: 903.708191
	Iteration 101Q: 3 clusters Score -1343568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1343564.750000 Penalty: 903.708191
	Iteration 102Q: 3 clusters Score -1343565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1343566.000000 Penalty: 903.708191
	Iteration 103Q: 3 clusters Score -1343566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1343567.125000 Penalty: 903.708191
	Iteration 104Q: 3 clusters Score -1343567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1343571.750000 Penalty: 903.708191
	Iteration 105Q: 3 clusters Score -1343572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1343574.250000 Penalty: 903.708191
	Iteration 106Q: 3 clusters Score -1343574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1343576.750000 Penalty: 903.708191
	Iteration 107Q: 3 clusters Score -1343577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1343578.500000 Penalty: 903.708191
	Iteration 108Q: 3 clusters Score -1343578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1343579.375000 Penalty: 903.708191
	Iteration 109Q: 3 clusters Score -1343579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1343580.000000 Penalty: 903.708191
	Iteration 110Q: 3 clusters Score -1343580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1343582.500000 Penalty: 903.708191
	Iteration 111Q: 3 clusters Score -1343582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1343584.250000 Penalty: 903.708191
	Iteration 112Q: 3 clusters Score -1343584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1343584.750000 Penalty: 903.708191
	Iteration 113Q: 3 clusters Score -1343585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1343584.125000 Penalty: 903.708191
	Iteration 114Q: 3 clusters Score -1343584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1343584.875000 Penalty: 903.708191
	Iteration 115Q: 3 clusters Score -1343585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1343584.625000 Penalty: 903.708191
	Iteration 116Q: 3 clusters Score -1343585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1343584.875000 Penalty: 903.708191
	Iteration 117Q: 3 clusters Score -1343585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1343585.375000 Penalty: 903.708191
	Iteration 118Q: 3 clusters Score -1343585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1343584.375000 Penalty: 903.708191
	Iteration 119Q: 3 clusters Score -1343584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1343584.375000 Penalty: 903.708191
	Iteration 120F: 3 clusters Score -1343584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -20351.917969 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -20351.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19953.744141 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -19953.74 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20037.976562 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -20037.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20059.867188 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -20059.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20068.599609 Penalty: 536.139587
	Iteration 3Q: 3 clusters Score -20068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20073.734375 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -20073.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20082.410156 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -20082.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20087.400391 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -20087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20088.865234 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -20088.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20091.486328 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -20091.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20095.000000 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -20095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20095.082031 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -20095.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20095.082031 Penalty: 536.139587
	Iteration 11F: 3 clusters Score -20095.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Entering Unmasked Estep 
Score: -5071440.500000 Penalty: 513.991699
	Iteration 0F: 2 clusters Score -5071440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5018137.500000 Penalty: 1027.983398
	Iteration 0F: 3 clusters Score -5018138 nChanged 39226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5041965.000000 Penalty: 1027.983398
	Iteration 1F: 3 clusters Score -5041965 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5043065.500000 Penalty: 1027.983398
	Iteration 2Q: 3 clusters Score -5043066 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5044287.000000 Penalty: 1027.983398
	Iteration 3Q: 3 clusters Score -5044287 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -5045680.500000 Penalty: 1027.983398
	Iteration 4Q: 3 clusters Score -5045680 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5047480.000000 Penalty: 1027.983398
	Iteration 5Q: 3 clusters Score -5047480 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5050068.000000 Penalty: 1027.983398
	Iteration 6F: 3 clusters Score -5050068 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5053359.500000 Penalty: 1027.983398
	Iteration 7F: 3 clusters Score -5053360 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -5056407.000000 Penalty: 1027.983398
	Iteration 8F: 3 clusters Score -5056407 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -5058111.500000 Penalty: 1027.983398
	Iteration 9Q: 3 clusters Score -5058112 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5058694.000000 Penalty: 1027.983398
	Iteration 10Q: 3 clusters Score -5058694 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -5059027.000000 Penalty: 1027.983398
	Iteration 11Q: 3 clusters Score -5059027 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -5059305.000000 Penalty: 1027.983398
	Iteration 12Q: 3 clusters Score -5059305 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5059614.500000 Penalty: 1027.983398
	Iteration 13Q: 3 clusters Score -5059614 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -5059968.000000 Penalty: 1027.983398
	Iteration 14Q: 3 clusters Score -5059968 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5060376.000000 Penalty: 1027.983398
	Iteration 15Q: 3 clusters Score -5060376 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5060847.000000 Penalty: 1027.983398
	Iteration 16Q: 3 clusters Score -5060847 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5061378.500000 Penalty: 1027.983398
	Iteration 17Q: 3 clusters Score -5061378 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5061986.000000 Penalty: 1027.983398
	Iteration 18Q: 3 clusters Score -5061986 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5062696.000000 Penalty: 1027.983398
	Iteration 19Q: 3 clusters Score -5062696 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5063527.000000 Penalty: 1027.983398
	Iteration 20F: 3 clusters Score -5063527 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5064383.000000 Penalty: 1027.983398
	Iteration 21Q: 3 clusters Score -5064383 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5065282.500000 Penalty: 1027.983398
	Iteration 22Q: 3 clusters Score -5065282 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -5066269.500000 Penalty: 1027.983398
	Iteration 23Q: 3 clusters Score -5066270 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -5067310.500000 Penalty: 1027.983398
	Iteration 24Q: 3 clusters Score -5067310 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -5068173.500000 Penalty: 1027.983398
	Iteration 25Q: 3 clusters Score -5068174 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -5068815.000000 Penalty: 1027.983398
	Iteration 26Q: 3 clusters Score -5068815 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5069311.000000 Penalty: 1027.983398
	Iteration 27Q: 3 clusters Score -5069311 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5069714.000000 Penalty: 1027.983398
	Iteration 28Q: 3 clusters Score -5069714 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5069936.000000 Penalty: 1027.983398
	Iteration 29Q: 3 clusters Score -5069936 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5070093.000000 Penalty: 1027.983398
	Iteration 30Q: 3 clusters Score -5070093 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5070190.500000 Penalty: 1027.983398
	Iteration 31Q: 3 clusters Score -5070190 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5070283.500000 Penalty: 1027.983398
	Iteration 32Q: 3 clusters Score -5070284 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5070376.000000 Penalty: 1027.983398
	Iteration 33Q: 3 clusters Score -5070376 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5070447.000000 Penalty: 1027.983398
	Iteration 34Q: 3 clusters Score -5070447 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5070494.500000 Penalty: 1027.983398
	Iteration 35Q: 3 clusters Score -5070494 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5070515.000000 Penalty: 1027.983398
	Iteration 36Q: 3 clusters Score -5070515 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5070568.500000 Penalty: 1027.983398
	Iteration 37Q: 3 clusters Score -5070568 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -5070600.500000 Penalty: 1027.983398
	Iteration 38Q: 3 clusters Score -5070600 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5070616.500000 Penalty: 1027.983398
	Iteration 39Q: 3 clusters Score -5070616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5070641.500000 Penalty: 1027.983398
	Iteration 40F: 3 clusters Score -5070642 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -5070675.000000 Penalty: 1027.983398
	Iteration 41Q: 3 clusters Score -5070675 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -5070706.000000 Penalty: 1027.983398
	Iteration 42Q: 3 clusters Score -5070706 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -5070756.500000 Penalty: 1027.983398
	Iteration 43Q: 3 clusters Score -5070756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5070779.500000 Penalty: 1027.983398
	Iteration 44Q: 3 clusters Score -5070780 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -5070783.500000 Penalty: 1027.983398
	Iteration 45Q: 3 clusters Score -5070784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -5070784.500000 Penalty: 1027.983398
	Iteration 46Q: 3 clusters Score -5070784 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5070826.000000 Penalty: 1027.983398
	Iteration 47Q: 3 clusters Score -5070826 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5070850.500000 Penalty: 1027.983398
	Iteration 48Q: 3 clusters Score -5070850 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -5070887.000000 Penalty: 1027.983398
	Iteration 49Q: 3 clusters Score -5070887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -5070897.500000 Penalty: 1027.983398
	Iteration 50Q: 3 clusters Score -5070898 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5070936.000000 Penalty: 1027.983398
	Iteration 51Q: 3 clusters Score -5070936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -5070958.500000 Penalty: 1027.983398
	Iteration 52Q: 3 clusters Score -5070958 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5070956.500000 Penalty: 1027.983398
	Iteration 53Q: 3 clusters Score -5070956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5911 members 
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Mstep: Class 2 contains 5665 members 
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Mstep: Class 2 contains 5404 members 
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	Iteration 130Q: 3 clusters Score -5071373 nChanged 31
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	Iteration 133Q: 3 clusters Score -5071341 nChanged 17
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	Iteration 134Q: 3 clusters Score -5071341 nChanged 19
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5071342 nChanged 19
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Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5071328 nChanged 11
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Mstep: Class 1 contains 78161 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5071326 nChanged 8
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Mstep: Class 1 contains 78169 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5071322 nChanged 7
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Mstep: Class 1 contains 78176 members 
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	Iteration 140F: 3 clusters Score -5071326 nChanged 9
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Mstep: Class 1 contains 78185 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5071330 nChanged 13
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Mstep: Class 1 contains 78198 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5071330 nChanged 15
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Mstep: Class 1 contains 78211 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5071328 nChanged 18
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5071320 nChanged 14
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5071322 nChanged 12
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5071312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5071308.000000 Penalty: 1027.983398
	Iteration 147Q: 3 clusters Score -5071308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5071308.500000 Penalty: 1027.983398
	Iteration 148Q: 3 clusters Score -5071308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5071308.500000 Penalty: 1027.983398
	Iteration 149Q: 3 clusters Score -5071308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5071315.000000 Penalty: 1027.983398
	Iteration 150Q: 3 clusters Score -5071315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5071316.000000 Penalty: 1027.983398
	Iteration 151Q: 3 clusters Score -5071316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5071313.000000 Penalty: 1027.983398
	Iteration 152Q: 3 clusters Score -5071313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5071317.000000 Penalty: 1027.983398
	Iteration 153Q: 3 clusters Score -5071317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5071310.500000 Penalty: 1027.983398
	Iteration 154Q: 3 clusters Score -5071310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5071308.000000 Penalty: 1027.983398
	Iteration 155Q: 3 clusters Score -5071308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5071309.500000 Penalty: 1027.983398
	Iteration 156Q: 3 clusters Score -5071310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5071310.500000 Penalty: 1027.983398
	Iteration 157Q: 3 clusters Score -5071310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5071311.000000 Penalty: 1027.983398
	Iteration 158Q: 3 clusters Score -5071311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5071316.500000 Penalty: 1027.983398
	Iteration 159Q: 3 clusters Score -5071316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5071307.500000 Penalty: 1027.983398
	Iteration 160F: 3 clusters Score -5071308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5071310.500000 Penalty: 1027.983398
	Iteration 161Q: 3 clusters Score -5071310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5071311.000000 Penalty: 1027.983398
	Iteration 162Q: 3 clusters Score -5071311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5071314.500000 Penalty: 1027.983398
	Iteration 163Q: 3 clusters Score -5071314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5071313.000000 Penalty: 1027.983398
	Iteration 164Q: 3 clusters Score -5071313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5071311.500000 Penalty: 1027.983398
	Iteration 165Q: 3 clusters Score -5071312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5071311.500000 Penalty: 1027.983398
	Iteration 166F: 3 clusters Score -5071312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -212999.312500 Penalty: 368.294220
	Iteration 0F: 2 clusters Score -212999.3 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 1644 members 
Entering Unmasked Estep 
Score: -210748.218750 Penalty: 736.588440
	Iteration 0F: 3 clusters Score -210748.2 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -211477.531250 Penalty: 736.588440
	Iteration 1F: 3 clusters Score -211477.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -211559.750000 Penalty: 736.588440
	Iteration 2F: 3 clusters Score -211559.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -211626.468750 Penalty: 736.588440
	Iteration 3F: 3 clusters Score -211626.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -211690.578125 Penalty: 736.588440
	Iteration 4Q: 3 clusters Score -211690.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -211762.046875 Penalty: 736.588440
	Iteration 5Q: 3 clusters Score -211762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -211822.546875 Penalty: 736.588440
	Iteration 6Q: 3 clusters Score -211822.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -211870.218750 Penalty: 736.588440
	Iteration 7Q: 3 clusters Score -211870.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -211911.015625 Penalty: 736.588440
	Iteration 8Q: 3 clusters Score -211911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -211951.546875 Penalty: 736.588440
	Iteration 9Q: 3 clusters Score -211951.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -211997.375000 Penalty: 736.588440
	Iteration 10Q: 3 clusters Score -211997.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -212046.109375 Penalty: 736.588440
	Iteration 11Q: 3 clusters Score -212046.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212099.765625 Penalty: 736.588440
	Iteration 12Q: 3 clusters Score -212099.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -212172.234375 Penalty: 736.588440
	Iteration 13Q: 3 clusters Score -212172.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212253.390625 Penalty: 736.588440
	Iteration 14Q: 3 clusters Score -212253.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -212306.906250 Penalty: 736.588440
	Iteration 15Q: 3 clusters Score -212306.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -212345.125000 Penalty: 736.588440
	Iteration 16Q: 3 clusters Score -212345.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212383.062500 Penalty: 736.588440
	Iteration 17Q: 3 clusters Score -212383.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -212420.656250 Penalty: 736.588440
	Iteration 18Q: 3 clusters Score -212420.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -212454.046875 Penalty: 736.588440
	Iteration 19Q: 3 clusters Score -212454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -212476.468750 Penalty: 736.588440
	Iteration 20F: 3 clusters Score -212476.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -212494.953125 Penalty: 736.588440
	Iteration 21Q: 3 clusters Score -212495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -212515.031250 Penalty: 736.588440
	Iteration 22Q: 3 clusters Score -212515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -212532.625000 Penalty: 736.588440
	Iteration 23Q: 3 clusters Score -212532.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -212547.046875 Penalty: 736.588440
	Iteration 24Q: 3 clusters Score -212547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -212559.796875 Penalty: 736.588440
	Iteration 25Q: 3 clusters Score -212559.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -212568.078125 Penalty: 736.588440
	Iteration 26Q: 3 clusters Score -212568.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -212577.250000 Penalty: 736.588440
	Iteration 27Q: 3 clusters Score -212577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -212582.609375 Penalty: 736.588440
	Iteration 28Q: 3 clusters Score -212582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -212587.937500 Penalty: 736.588440
	Iteration 29Q: 3 clusters Score -212587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -212591.171875 Penalty: 736.588440
	Iteration 30Q: 3 clusters Score -212591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -212596.437500 Penalty: 736.588440
	Iteration 31Q: 3 clusters Score -212596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -212599.953125 Penalty: 736.588440
	Iteration 32Q: 3 clusters Score -212600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -212603.703125 Penalty: 736.588440
	Iteration 33Q: 3 clusters Score -212603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -212606.734375 Penalty: 736.588440
	Iteration 34Q: 3 clusters Score -212606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -212611.687500 Penalty: 736.588440
	Iteration 35Q: 3 clusters Score -212611.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -212616.484375 Penalty: 736.588440
	Iteration 36Q: 3 clusters Score -212616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -212620.906250 Penalty: 736.588440
	Iteration 37Q: 3 clusters Score -212620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -212625.281250 Penalty: 736.588440
	Iteration 38Q: 3 clusters Score -212625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -212628.343750 Penalty: 736.588440
	Iteration 39Q: 3 clusters Score -212628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -212630.250000 Penalty: 736.588440
	Iteration 40F: 3 clusters Score -212630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -212632.921875 Penalty: 736.588440
	Iteration 41Q: 3 clusters Score -212632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -212633.750000 Penalty: 736.588440
	Iteration 42Q: 3 clusters Score -212633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -212634.656250 Penalty: 736.588440
	Iteration 43Q: 3 clusters Score -212634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -212635.125000 Penalty: 736.588440
	Iteration 44Q: 3 clusters Score -212635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -212635.578125 Penalty: 736.588440
	Iteration 45Q: 3 clusters Score -212635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -212636.328125 Penalty: 736.588440
	Iteration 46Q: 3 clusters Score -212636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -212638.671875 Penalty: 736.588440
	Iteration 47Q: 3 clusters Score -212638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -212640.062500 Penalty: 736.588440
	Iteration 48Q: 3 clusters Score -212640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -212641.125000 Penalty: 736.588440
	Iteration 49Q: 3 clusters Score -212641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -212641.437500 Penalty: 736.588440
	Iteration 50Q: 3 clusters Score -212641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -212643.062500 Penalty: 736.588440
	Iteration 51Q: 3 clusters Score -212643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -212644.109375 Penalty: 736.588440
	Iteration 52Q: 3 clusters Score -212644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -212644.609375 Penalty: 736.588440
	Iteration 53Q: 3 clusters Score -212644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -212645.453125 Penalty: 736.588440
	Iteration 54Q: 3 clusters Score -212645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -212648.171875 Penalty: 736.588440
	Iteration 55Q: 3 clusters Score -212648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -212648.984375 Penalty: 736.588440
	Iteration 56Q: 3 clusters Score -212649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -212650.953125 Penalty: 736.588440
	Iteration 57Q: 3 clusters Score -212651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -212652.859375 Penalty: 736.588440
	Iteration 58Q: 3 clusters Score -212652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -212654.046875 Penalty: 736.588440
	Iteration 59Q: 3 clusters Score -212654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -212656.453125 Penalty: 736.588440
	Iteration 60F: 3 clusters Score -212656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -212658.968750 Penalty: 736.588440
	Iteration 61Q: 3 clusters Score -212659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -212659.750000 Penalty: 736.588440
	Iteration 62Q: 3 clusters Score -212659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -212660.406250 Penalty: 736.588440
	Iteration 63Q: 3 clusters Score -212660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -212660.656250 Penalty: 736.588440
	Iteration 64Q: 3 clusters Score -212660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -212661.062500 Penalty: 736.588440
	Iteration 65Q: 3 clusters Score -212661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -212661.062500 Penalty: 736.588440
	Iteration 66F: 3 clusters Score -212661.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -471404.875000 Penalty: 405.407074
	Iteration 0F: 2 clusters Score -471404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -466465.750000 Penalty: 810.814148
	Iteration 0F: 3 clusters Score -466465.8 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -468518.437500 Penalty: 810.814148
	Iteration 1F: 3 clusters Score -468518.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -468776.062500 Penalty: 810.814148
	Iteration 2F: 3 clusters Score -468776.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -469035.156250 Penalty: 810.814148
	Iteration 3F: 3 clusters Score -469035.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -469330.937500 Penalty: 810.814148
	Iteration 4F: 3 clusters Score -469330.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -469667.656250 Penalty: 810.814148
	Iteration 5F: 3 clusters Score -469667.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -469985.343750 Penalty: 810.814148
	Iteration 6F: 3 clusters Score -469985.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -470209.812500 Penalty: 810.814148
	Iteration 7Q: 3 clusters Score -470209.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -470315.718750 Penalty: 810.814148
	Iteration 8Q: 3 clusters Score -470315.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -470359.562500 Penalty: 810.814148
	Iteration 9Q: 3 clusters Score -470359.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -470382.093750 Penalty: 810.814148
	Iteration 10Q: 3 clusters Score -470382.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -470400.812500 Penalty: 810.814148
	Iteration 11Q: 3 clusters Score -470400.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -470412.687500 Penalty: 810.814148
	Iteration 12Q: 3 clusters Score -470412.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -470421.156250 Penalty: 810.814148
	Iteration 13Q: 3 clusters Score -470421.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -470423.156250 Penalty: 810.814148
	Iteration 14Q: 3 clusters Score -470423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -470424.625000 Penalty: 810.814148
	Iteration 15Q: 3 clusters Score -470424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -470428.000000 Penalty: 810.814148
	Iteration 16Q: 3 clusters Score -470428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -470429.562500 Penalty: 810.814148
	Iteration 17Q: 3 clusters Score -470429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -470431.656250 Penalty: 810.814148
	Iteration 18Q: 3 clusters Score -470431.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -470435.312500 Penalty: 810.814148
	Iteration 19Q: 3 clusters Score -470435.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -470438.406250 Penalty: 810.814148
	Iteration 20F: 3 clusters Score -470438.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -470441.468750 Penalty: 810.814148
	Iteration 21Q: 3 clusters Score -470441.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -470442.281250 Penalty: 810.814148
	Iteration 22Q: 3 clusters Score -470442.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -470445.062500 Penalty: 810.814148
	Iteration 23Q: 3 clusters Score -470445.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -470445.968750 Penalty: 810.814148
	Iteration 24Q: 3 clusters Score -470446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -470445.906250 Penalty: 810.814148
	Iteration 25Q: 3 clusters Score -470445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -470446.468750 Penalty: 810.814148
	Iteration 26Q: 3 clusters Score -470446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -470445.750000 Penalty: 810.814148
	Iteration 27Q: 3 clusters Score -470445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -470447.968750 Penalty: 810.814148
	Iteration 28Q: 3 clusters Score -470448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -470448.156250 Penalty: 810.814148
	Iteration 29Q: 3 clusters Score -470448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -470447.625000 Penalty: 810.814148
	Iteration 30Q: 3 clusters Score -470447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -470448.218750 Penalty: 810.814148
	Iteration 31Q: 3 clusters Score -470448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -470448.531250 Penalty: 810.814148
	Iteration 32Q: 3 clusters Score -470448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -470448.687500 Penalty: 810.814148
	Iteration 33Q: 3 clusters Score -470448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -470449.437500 Penalty: 810.814148
	Iteration 34Q: 3 clusters Score -470449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -470450.250000 Penalty: 810.814148
	Iteration 35Q: 3 clusters Score -470450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -470451.437500 Penalty: 810.814148
	Iteration 36Q: 3 clusters Score -470451.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -470452.843750 Penalty: 810.814148
	Iteration 37Q: 3 clusters Score -470452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -470454.968750 Penalty: 810.814148
	Iteration 38Q: 3 clusters Score -470455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -470456.031250 Penalty: 810.814148
	Iteration 39Q: 3 clusters Score -470456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -470456.593750 Penalty: 810.814148
	Iteration 40F: 3 clusters Score -470456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -470457.500000 Penalty: 810.814148
	Iteration 41Q: 3 clusters Score -470457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -470458.687500 Penalty: 810.814148
	Iteration 42Q: 3 clusters Score -470458.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -470459.000000 Penalty: 810.814148
	Iteration 43Q: 3 clusters Score -470459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -470457.375000 Penalty: 810.814148
	Iteration 44Q: 3 clusters Score -470457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -470459.406250 Penalty: 810.814148
	Iteration 45Q: 3 clusters Score -470459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -470459.281250 Penalty: 810.814148
	Iteration 46Q: 3 clusters Score -470459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -470459.218750 Penalty: 810.814148
	Iteration 47Q: 3 clusters Score -470459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -470459.656250 Penalty: 810.814148
	Iteration 48Q: 3 clusters Score -470459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -470459.125000 Penalty: 810.814148
	Iteration 49Q: 3 clusters Score -470459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -470459.843750 Penalty: 810.814148
	Iteration 50Q: 3 clusters Score -470459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -470459.718750 Penalty: 810.814148
	Iteration 51Q: 3 clusters Score -470459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -470459.968750 Penalty: 810.814148
	Iteration 52Q: 3 clusters Score -470460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -470460.531250 Penalty: 810.814148
	Iteration 53Q: 3 clusters Score -470460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -470459.968750 Penalty: 810.814148
	Iteration 54Q: 3 clusters Score -470460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -470460.156250 Penalty: 810.814148
	Iteration 55Q: 3 clusters Score -470460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -470460.750000 Penalty: 810.814148
	Iteration 56Q: 3 clusters Score -470460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -470460.437500 Penalty: 810.814148
	Iteration 57Q: 3 clusters Score -470460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -470460.437500 Penalty: 810.814148
	Iteration 58F: 3 clusters Score -470460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Entering Unmasked Estep 
Score: -2846133.000000 Penalty: 486.079437
	Iteration 0F: 2 clusters Score -2846133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2818040.500000 Penalty: 972.158875
	Iteration 0F: 3 clusters Score -2818040 nChanged 20938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2830409.500000 Penalty: 972.158875
	Iteration 1F: 3 clusters Score -2830410 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2831312.500000 Penalty: 972.158875
	Iteration 2F: 3 clusters Score -2831312 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2832784.500000 Penalty: 972.158875
	Iteration 3F: 3 clusters Score -2832784 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2834910.750000 Penalty: 972.158875
	Iteration 4F: 3 clusters Score -2834911 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2837370.500000 Penalty: 972.158875
	Iteration 5F: 3 clusters Score -2837370 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2839029.000000 Penalty: 972.158875
	Iteration 6F: 3 clusters Score -2839029 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2839510.000000 Penalty: 972.158875
	Iteration 7Q: 3 clusters Score -2839510 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2839704.500000 Penalty: 972.158875
	Iteration 8Q: 3 clusters Score -2839704 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2839811.000000 Penalty: 972.158875
	Iteration 9Q: 3 clusters Score -2839811 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2839873.500000 Penalty: 972.158875
	Iteration 10Q: 3 clusters Score -2839874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2839951.250000 Penalty: 972.158875
	Iteration 11Q: 3 clusters Score -2839951 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2840020.250000 Penalty: 972.158875
	Iteration 12Q: 3 clusters Score -2840020 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2840092.250000 Penalty: 972.158875
	Iteration 13Q: 3 clusters Score -2840092 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2840160.750000 Penalty: 972.158875
	Iteration 14Q: 3 clusters Score -2840161 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2840240.000000 Penalty: 972.158875
	Iteration 15Q: 3 clusters Score -2840240 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2840296.000000 Penalty: 972.158875
	Iteration 16Q: 3 clusters Score -2840296 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2840358.000000 Penalty: 972.158875
	Iteration 17Q: 3 clusters Score -2840358 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2840416.500000 Penalty: 972.158875
	Iteration 18Q: 3 clusters Score -2840416 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2840471.750000 Penalty: 972.158875
	Iteration 19Q: 3 clusters Score -2840472 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2840521.500000 Penalty: 972.158875
	Iteration 20F: 3 clusters Score -2840522 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2840565.750000 Penalty: 972.158875
	Iteration 21Q: 3 clusters Score -2840566 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2840651.750000 Penalty: 972.158875
	Iteration 22Q: 3 clusters Score -2840652 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2840685.250000 Penalty: 972.158875
	Iteration 23Q: 3 clusters Score -2840685 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2840727.000000 Penalty: 972.158875
	Iteration 24Q: 3 clusters Score -2840727 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2840774.750000 Penalty: 972.158875
	Iteration 25Q: 3 clusters Score -2840775 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2840812.750000 Penalty: 972.158875
	Iteration 26Q: 3 clusters Score -2840813 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2840845.500000 Penalty: 972.158875
	Iteration 27Q: 3 clusters Score -2840846 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2840867.250000 Penalty: 972.158875
	Iteration 28Q: 3 clusters Score -2840867 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2840879.500000 Penalty: 972.158875
	Iteration 29Q: 3 clusters Score -2840880 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2840918.250000 Penalty: 972.158875
	Iteration 30Q: 3 clusters Score -2840918 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2840928.250000 Penalty: 972.158875
	Iteration 31Q: 3 clusters Score -2840928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2840951.000000 Penalty: 972.158875
	Iteration 32Q: 3 clusters Score -2840951 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2840963.750000 Penalty: 972.158875
	Iteration 33Q: 3 clusters Score -2840964 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2840972.000000 Penalty: 972.158875
	Iteration 34Q: 3 clusters Score -2840972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2840982.250000 Penalty: 972.158875
	Iteration 35Q: 3 clusters Score -2840982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2840988.250000 Penalty: 972.158875
	Iteration 36Q: 3 clusters Score -2840988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2840996.250000 Penalty: 972.158875
	Iteration 37Q: 3 clusters Score -2840996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2841009.750000 Penalty: 972.158875
	Iteration 38Q: 3 clusters Score -2841010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2841015.500000 Penalty: 972.158875
	Iteration 39Q: 3 clusters Score -2841016 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2841020.750000 Penalty: 972.158875
	Iteration 40F: 3 clusters Score -2841021 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2841008.500000 Penalty: 972.158875
	Iteration 41Q: 3 clusters Score -2841008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2841015.000000 Penalty: 972.158875
	Iteration 42Q: 3 clusters Score -2841015 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2841020.500000 Penalty: 972.158875
	Iteration 43Q: 3 clusters Score -2841020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2841027.000000 Penalty: 972.158875
	Iteration 44Q: 3 clusters Score -2841027 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2841035.500000 Penalty: 972.158875
	Iteration 45Q: 3 clusters Score -2841036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2841051.250000 Penalty: 972.158875
	Iteration 46Q: 3 clusters Score -2841051 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2841033.750000 Penalty: 972.158875
	Iteration 47Q: 3 clusters Score -2841034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2841036.500000 Penalty: 972.158875
	Iteration 48Q: 3 clusters Score -2841036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2841043.750000 Penalty: 972.158875
	Iteration 49Q: 3 clusters Score -2841044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2841052.250000 Penalty: 972.158875
	Iteration 50Q: 3 clusters Score -2841052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2841064.500000 Penalty: 972.158875
	Iteration 51Q: 3 clusters Score -2841064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2841060.750000 Penalty: 972.158875
	Iteration 52Q: 3 clusters Score -2841061 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2841061.000000 Penalty: 972.158875
	Iteration 53Q: 3 clusters Score -2841061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2841062.250000 Penalty: 972.158875
	Iteration 54Q: 3 clusters Score -2841062 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2841062.250000 Penalty: 972.158875
	Iteration 55Q: 3 clusters Score -2841062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2841059.000000 Penalty: 972.158875
	Iteration 56Q: 3 clusters Score -2841059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2841075.750000 Penalty: 972.158875
	Iteration 57Q: 3 clusters Score -2841076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2841077.500000 Penalty: 972.158875
	Iteration 58Q: 3 clusters Score -2841078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2841075.750000 Penalty: 972.158875
	Iteration 59Q: 3 clusters Score -2841076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2841078.750000 Penalty: 972.158875
	Iteration 60F: 3 clusters Score -2841079 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2841087.750000 Penalty: 972.158875
	Iteration 61Q: 3 clusters Score -2841088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2841095.250000 Penalty: 972.158875
	Iteration 62Q: 3 clusters Score -2841095 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2841087.500000 Penalty: 972.158875
	Iteration 63Q: 3 clusters Score -2841088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2841100.000000 Penalty: 972.158875
	Iteration 64Q: 3 clusters Score -2841100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2841106.500000 Penalty: 972.158875
	Iteration 65Q: 3 clusters Score -2841106 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2841114.000000 Penalty: 972.158875
	Iteration 66Q: 3 clusters Score -2841114 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2841123.250000 Penalty: 972.158875
	Iteration 67Q: 3 clusters Score -2841123 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2841137.750000 Penalty: 972.158875
	Iteration 68Q: 3 clusters Score -2841138 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2841153.750000 Penalty: 972.158875
	Iteration 69Q: 3 clusters Score -2841154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2841194.250000 Penalty: 972.158875
	Iteration 70Q: 3 clusters Score -2841194 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2841204.500000 Penalty: 972.158875
	Iteration 71Q: 3 clusters Score -2841204 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2841261.500000 Penalty: 972.158875
	Iteration 72Q: 3 clusters Score -2841262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2841314.250000 Penalty: 972.158875
	Iteration 73Q: 3 clusters Score -2841314 nChanged 358
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2841379.000000 Penalty: 972.158875
	Iteration 74Q: 3 clusters Score -2841379 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2841456.250000 Penalty: 972.158875
	Iteration 75Q: 3 clusters Score -2841456 nChanged 404
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2841526.000000 Penalty: 972.158875
	Iteration 76Q: 3 clusters Score -2841526 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2841628.250000 Penalty: 972.158875
	Iteration 77Q: 3 clusters Score -2841628 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2841745.750000 Penalty: 972.158875
	Iteration 78Q: 3 clusters Score -2841746 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2841842.750000 Penalty: 972.158875
	Iteration 79Q: 3 clusters Score -2841843 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2841955.000000 Penalty: 972.158875
	Iteration 80F: 3 clusters Score -2841955 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2842076.000000 Penalty: 972.158875
	Iteration 81Q: 3 clusters Score -2842076 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2842242.000000 Penalty: 972.158875
	Iteration 82Q: 3 clusters Score -2842242 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2842437.000000 Penalty: 972.158875
	Iteration 83Q: 3 clusters Score -2842437 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2842608.750000 Penalty: 972.158875
	Iteration 84Q: 3 clusters Score -2842609 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2842743.500000 Penalty: 972.158875
	Iteration 85Q: 3 clusters Score -2842744 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2842856.750000 Penalty: 972.158875
	Iteration 86Q: 3 clusters Score -2842857 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2842931.500000 Penalty: 972.158875
	Iteration 87Q: 3 clusters Score -2842932 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2842996.000000 Penalty: 972.158875
	Iteration 88Q: 3 clusters Score -2842996 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2843056.750000 Penalty: 972.158875
	Iteration 89Q: 3 clusters Score -2843057 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2843101.000000 Penalty: 972.158875
	Iteration 90Q: 3 clusters Score -2843101 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2843119.750000 Penalty: 972.158875
	Iteration 91Q: 3 clusters Score -2843120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2843136.250000 Penalty: 972.158875
	Iteration 92Q: 3 clusters Score -2843136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2843151.000000 Penalty: 972.158875
	Iteration 93Q: 3 clusters Score -2843151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2843166.000000 Penalty: 972.158875
	Iteration 94Q: 3 clusters Score -2843166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2843178.250000 Penalty: 972.158875
	Iteration 95Q: 3 clusters Score -2843178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2843173.500000 Penalty: 972.158875
	Iteration 96Q: 3 clusters Score -2843174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2843183.250000 Penalty: 972.158875
	Iteration 97Q: 3 clusters Score -2843183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2843193.250000 Penalty: 972.158875
	Iteration 98Q: 3 clusters Score -2843193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2843191.750000 Penalty: 972.158875
	Iteration 99Q: 3 clusters Score -2843192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2843194.250000 Penalty: 972.158875
	Iteration 100F: 3 clusters Score -2843194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2843199.500000 Penalty: 972.158875
	Iteration 101Q: 3 clusters Score -2843200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2843201.500000 Penalty: 972.158875
	Iteration 102Q: 3 clusters Score -2843202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2843206.500000 Penalty: 972.158875
	Iteration 103Q: 3 clusters Score -2843206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2843200.000000 Penalty: 972.158875
	Iteration 104Q: 3 clusters Score -2843200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2843209.250000 Penalty: 972.158875
	Iteration 105Q: 3 clusters Score -2843209 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2843204.750000 Penalty: 972.158875
	Iteration 106Q: 3 clusters Score -2843205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2843202.250000 Penalty: 972.158875
	Iteration 107Q: 3 clusters Score -2843202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2843210.500000 Penalty: 972.158875
	Iteration 108Q: 3 clusters Score -2843210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2843199.750000 Penalty: 972.158875
	Iteration 109Q: 3 clusters Score -2843200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2843207.750000 Penalty: 972.158875
	Iteration 110Q: 3 clusters Score -2843208 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2843213.000000 Penalty: 972.158875
	Iteration 111Q: 3 clusters Score -2843213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2843213.750000 Penalty: 972.158875
	Iteration 112Q: 3 clusters Score -2843214 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2843215.000000 Penalty: 972.158875
	Iteration 113Q: 3 clusters Score -2843215 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2843222.250000 Penalty: 972.158875
	Iteration 114Q: 3 clusters Score -2843222 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2843217.250000 Penalty: 972.158875
	Iteration 115Q: 3 clusters Score -2843217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2843218.500000 Penalty: 972.158875
	Iteration 116Q: 3 clusters Score -2843218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2843214.250000 Penalty: 972.158875
	Iteration 117Q: 3 clusters Score -2843214 nChanged 41
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Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2843214.250000 Penalty: 972.158875
	Iteration 118Q: 3 clusters Score -2843214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2843221.000000 Penalty: 972.158875
	Iteration 119Q: 3 clusters Score -2843221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2843216.750000 Penalty: 972.158875
	Iteration 120F: 3 clusters Score -2843217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2843206.250000 Penalty: 972.158875
	Iteration 121Q: 3 clusters Score -2843206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2843204.000000 Penalty: 972.158875
	Iteration 122Q: 3 clusters Score -2843204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2843203.750000 Penalty: 972.158875
	Iteration 123Q: 3 clusters Score -2843204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2843206.250000 Penalty: 972.158875
	Iteration 124Q: 3 clusters Score -2843206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2843210.750000 Penalty: 972.158875
	Iteration 125Q: 3 clusters Score -2843211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2843208.250000 Penalty: 972.158875
	Iteration 126Q: 3 clusters Score -2843208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2843202.000000 Penalty: 972.158875
	Iteration 127Q: 3 clusters Score -2843202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2843203.500000 Penalty: 972.158875
	Iteration 128Q: 3 clusters Score -2843204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2843205.750000 Penalty: 972.158875
	Iteration 129Q: 3 clusters Score -2843206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2843203.500000 Penalty: 972.158875
	Iteration 130Q: 3 clusters Score -2843204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2843206.250000 Penalty: 972.158875
	Iteration 131Q: 3 clusters Score -2843206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2843212.500000 Penalty: 972.158875
	Iteration 132Q: 3 clusters Score -2843212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2843209.750000 Penalty: 972.158875
	Iteration 133Q: 3 clusters Score -2843210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2843212.750000 Penalty: 972.158875
	Iteration 134Q: 3 clusters Score -2843213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2843209.250000 Penalty: 972.158875
	Iteration 135Q: 3 clusters Score -2843209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2843213.250000 Penalty: 972.158875
	Iteration 136Q: 3 clusters Score -2843213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2843206.750000 Penalty: 972.158875
	Iteration 137Q: 3 clusters Score -2843207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2843212.250000 Penalty: 972.158875
	Iteration 138Q: 3 clusters Score -2843212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2843212.250000 Penalty: 972.158875
	Iteration 139Q: 3 clusters Score -2843212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2843209.500000 Penalty: 972.158875
	Iteration 140F: 3 clusters Score -2843210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2843208.750000 Penalty: 972.158875
	Iteration 141Q: 3 clusters Score -2843209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2843213.250000 Penalty: 972.158875
	Iteration 142Q: 3 clusters Score -2843213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2843213.500000 Penalty: 972.158875
	Iteration 143Q: 3 clusters Score -2843214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2843217.000000 Penalty: 972.158875
	Iteration 144Q: 3 clusters Score -2843217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2843216.000000 Penalty: 972.158875
	Iteration 145Q: 3 clusters Score -2843216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2843220.500000 Penalty: 972.158875
	Iteration 146Q: 3 clusters Score -2843220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2843215.250000 Penalty: 972.158875
	Iteration 147Q: 3 clusters Score -2843215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2843213.000000 Penalty: 972.158875
	Iteration 148Q: 3 clusters Score -2843213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2843209.250000 Penalty: 972.158875
	Iteration 149Q: 3 clusters Score -2843209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2843208.750000 Penalty: 972.158875
	Iteration 150Q: 3 clusters Score -2843209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2843209.750000 Penalty: 972.158875
	Iteration 151Q: 3 clusters Score -2843210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2843214.000000 Penalty: 972.158875
	Iteration 152Q: 3 clusters Score -2843214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2843218.250000 Penalty: 972.158875
	Iteration 153Q: 3 clusters Score -2843218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2843212.250000 Penalty: 972.158875
	Iteration 154Q: 3 clusters Score -2843212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2843214.500000 Penalty: 972.158875
	Iteration 155Q: 3 clusters Score -2843214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2843216.500000 Penalty: 972.158875
	Iteration 156Q: 3 clusters Score -2843216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2843216.750000 Penalty: 972.158875
	Iteration 157Q: 3 clusters Score -2843217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2843216.500000 Penalty: 972.158875
	Iteration 158Q: 3 clusters Score -2843216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2843219.500000 Penalty: 972.158875
	Iteration 159Q: 3 clusters Score -2843220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2843215.000000 Penalty: 972.158875
	Iteration 160F: 3 clusters Score -2843215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2843215.750000 Penalty: 972.158875
	Iteration 161Q: 3 clusters Score -2843216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2843218.750000 Penalty: 972.158875
	Iteration 162Q: 3 clusters Score -2843219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2843220.500000 Penalty: 972.158875
	Iteration 163Q: 3 clusters Score -2843220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2843219.750000 Penalty: 972.158875
	Iteration 164Q: 3 clusters Score -2843220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2843218.000000 Penalty: 972.158875
	Iteration 165Q: 3 clusters Score -2843218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2843217.000000 Penalty: 972.158875
	Iteration 166Q: 3 clusters Score -2843217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2843216.000000 Penalty: 972.158875
	Iteration 167Q: 3 clusters Score -2843216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2843215.000000 Penalty: 972.158875
	Iteration 168Q: 3 clusters Score -2843215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2843215.500000 Penalty: 972.158875
	Iteration 169Q: 3 clusters Score -2843216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2843216.000000 Penalty: 972.158875
	Iteration 170Q: 3 clusters Score -2843216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2843215.250000 Penalty: 972.158875
	Iteration 171Q: 3 clusters Score -2843215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2843214.750000 Penalty: 972.158875
	Iteration 172Q: 3 clusters Score -2843215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2843215.750000 Penalty: 972.158875
	Iteration 173Q: 3 clusters Score -2843216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2843215.250000 Penalty: 972.158875
	Iteration 174Q: 3 clusters Score -2843215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2843217.500000 Penalty: 972.158875
	Iteration 175Q: 3 clusters Score -2843218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2843218.250000 Penalty: 972.158875
	Iteration 176Q: 3 clusters Score -2843218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2843216.750000 Penalty: 972.158875
	Iteration 177Q: 3 clusters Score -2843217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2843218.250000 Penalty: 972.158875
	Iteration 178Q: 3 clusters Score -2843218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2843218.250000 Penalty: 972.158875
	Iteration 179F: 3 clusters Score -2843218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 43719 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 88829 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 15546 members 
Mstep: Class 12 contains 77246 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 79145 members 
Mstep: Class 15 contains 31659 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16328 members 
Mstep: Class 23 contains 50772 members 
Mstep: Class 24 contains 15044 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 20555 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80541 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7406 members 
Mstep: Class 33 contains 43611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237156.000000 Penalty: 20201.414062
Iteration 359Q: 34 clusters Score -4.223716e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 43714 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 88854 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 15539 members 
Mstep: Class 12 contains 77257 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 79111 members 
Mstep: Class 15 contains 31655 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16351 members 
Mstep: Class 23 contains 50758 members 
Mstep: Class 24 contains 15121 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 3844 members 
Mstep: Class 28 contains 20556 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80483 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7410 members 
Mstep: Class 33 contains 43613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237108.000000 Penalty: 20201.414062
Iteration 360F: 34 clusters Score -4.223711e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 43706 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 88872 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 15541 members 
Mstep: Class 12 contains 77263 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 79119 members 
Mstep: Class 15 contains 31652 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16380 members 
Mstep: Class 23 contains 50743 members 
Mstep: Class 24 contains 15201 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 20554 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80436 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7411 members 
Mstep: Class 33 contains 43615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237088.000000 Penalty: 20201.414062
Iteration 361Q: 34 clusters Score -4.223709e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 43701 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 88890 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 15543 members 
Mstep: Class 12 contains 77259 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79126 members 
Mstep: Class 15 contains 31648 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 2373 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 16406 members 
Mstep: Class 23 contains 50732 members 
Mstep: Class 24 contains 15300 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 3842 members 
Mstep: Class 28 contains 20555 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80388 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7417 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237040.000000 Penalty: 20201.414062
Iteration 362Q: 34 clusters Score -4.223704e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 43687 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 88923 members 
Mstep: Class 10 contains 9128 members 
Mstep: Class 11 contains 15546 members 
Mstep: Class 12 contains 77255 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79124 members 
Mstep: Class 15 contains 31639 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 1278 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 16426 members 
Mstep: Class 23 contains 50723 members 
Mstep: Class 24 contains 15385 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 3843 members 
Mstep: Class 28 contains 20553 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80349 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7424 members 
Mstep: Class 33 contains 43616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237152.000000 Penalty: 20201.414062
Iteration 363Q: 34 clusters Score -4.223715e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 7101 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 43678 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 88933 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 15552 members 
Mstep: Class 12 contains 77249 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79130 members 
Mstep: Class 15 contains 31635 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 50709 members 
Mstep: Class 24 contains 15479 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3843 members 
Mstep: Class 28 contains 20548 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80315 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7427 members 
Mstep: Class 33 contains 43619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237236.000000 Penalty: 20201.414062
Iteration 364Q: 34 clusters Score -4.223724e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 43665 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 88958 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 15557 members 
Mstep: Class 12 contains 77231 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79136 members 
Mstep: Class 15 contains 31634 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 16463 members 
Mstep: Class 23 contains 50693 members 
Mstep: Class 24 contains 15570 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 20545 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 80299 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7427 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237280.000000 Penalty: 20201.414062
Iteration 365Q: 34 clusters Score -4.223728e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 7070 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 43657 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 88959 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 77214 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 79142 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 16490 members 
Mstep: Class 23 contains 50675 members 
Mstep: Class 24 contains 15657 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 20540 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 80272 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7429 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237436.000000 Penalty: 20201.414062
Iteration 366Q: 34 clusters Score -4.223744e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 43655 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 88970 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 15566 members 
Mstep: Class 12 contains 77181 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 79143 members 
Mstep: Class 15 contains 31626 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 16507 members 
Mstep: Class 23 contains 50658 members 
Mstep: Class 24 contains 15753 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 20532 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 80246 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7432 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237676.000000 Penalty: 20201.414062
Iteration 367Q: 34 clusters Score -4.223768e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 43646 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 88985 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 77166 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 79154 members 
Mstep: Class 15 contains 31618 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 50637 members 
Mstep: Class 24 contains 15826 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 20529 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 80211 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7434 members 
Mstep: Class 33 contains 43616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237692.000000 Penalty: 20201.414062
Iteration 368Q: 34 clusters Score -4.223769e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 43642 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 89010 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 77137 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 79154 members 
Mstep: Class 15 contains 31610 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 16547 members 
Mstep: Class 23 contains 50620 members 
Mstep: Class 24 contains 15908 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 20524 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 80168 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7448 members 
Mstep: Class 33 contains 43623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237784.000000 Penalty: 20201.414062
Iteration 369Q: 34 clusters Score -4.223778e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 43634 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 89034 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79153 members 
Mstep: Class 15 contains 31603 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16564 members 
Mstep: Class 23 contains 50600 members 
Mstep: Class 24 contains 15978 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3849 members 
Mstep: Class 28 contains 20522 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 80109 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7460 members 
Mstep: Class 33 contains 43623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237804.000000 Penalty: 20201.414062
Iteration 370Q: 34 clusters Score -4.22378e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 43630 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 89051 members 
Mstep: Class 10 contains 9156 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 77166 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 79141 members 
Mstep: Class 15 contains 31588 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16591 members 
Mstep: Class 23 contains 50585 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 20519 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 80065 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7470 members 
Mstep: Class 33 contains 43626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237940.000000 Penalty: 20201.414062
Iteration 371Q: 34 clusters Score -4.223794e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 43620 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 89064 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 77199 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 79126 members 
Mstep: Class 15 contains 31575 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 1254 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16604 members 
Mstep: Class 23 contains 50565 members 
Mstep: Class 24 contains 16138 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 20516 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 80039 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 43637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237884.000000 Penalty: 20201.414062
Iteration 372Q: 34 clusters Score -4.223788e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 43615 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 89088 members 
Mstep: Class 10 contains 9162 members 
Mstep: Class 11 contains 15586 members 
Mstep: Class 12 contains 77243 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 79113 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 1252 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16607 members 
Mstep: Class 23 contains 50556 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3800 members 
Mstep: Class 28 contains 20510 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79999 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 43642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237864.000000 Penalty: 20201.414062
Iteration 373Q: 34 clusters Score -4.223786e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 43609 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 4177 members 
Mstep: Class 9 contains 89120 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 77270 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79117 members 
Mstep: Class 15 contains 31556 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16608 members 
Mstep: Class 23 contains 50542 members 
Mstep: Class 24 contains 16262 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 3780 members 
Mstep: Class 28 contains 20507 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79961 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7488 members 
Mstep: Class 33 contains 43642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237880.000000 Penalty: 20201.414062
Iteration 374Q: 34 clusters Score -4.223788e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 6862 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 43605 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 89115 members 
Mstep: Class 10 contains 9168 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 77299 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79113 members 
Mstep: Class 15 contains 31544 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 1247 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16597 members 
Mstep: Class 23 contains 50519 members 
Mstep: Class 24 contains 16339 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3775 members 
Mstep: Class 28 contains 20507 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79936 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 43647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237940.000000 Penalty: 20201.414062
Iteration 375Q: 34 clusters Score -4.223794e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 43598 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 89126 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 77345 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79113 members 
Mstep: Class 15 contains 31528 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1994 members 
Mstep: Class 18 contains 1245 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16600 members 
Mstep: Class 23 contains 50500 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3772 members 
Mstep: Class 28 contains 20506 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79905 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7505 members 
Mstep: Class 33 contains 43645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238020.000000 Penalty: 20201.414062
Iteration 376Q: 34 clusters Score -4.223802e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 43588 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 4187 members 
Mstep: Class 9 contains 89140 members 
Mstep: Class 10 contains 9173 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 77387 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79122 members 
Mstep: Class 15 contains 31520 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16604 members 
Mstep: Class 23 contains 50478 members 
Mstep: Class 24 contains 16504 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3756 members 
Mstep: Class 28 contains 20503 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79884 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 43644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238040.000000 Penalty: 20201.414062
Iteration 377Q: 34 clusters Score -4.223804e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 43580 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 89149 members 
Mstep: Class 10 contains 9175 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 77454 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79123 members 
Mstep: Class 15 contains 31516 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2417 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16595 members 
Mstep: Class 23 contains 50463 members 
Mstep: Class 24 contains 16588 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3739 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79865 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7537 members 
Mstep: Class 33 contains 43646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237992.000000 Penalty: 20201.414062
Iteration 378Q: 34 clusters Score -4.223799e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 6724 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 43581 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 89179 members 
Mstep: Class 10 contains 9177 members 
Mstep: Class 11 contains 15617 members 
Mstep: Class 12 contains 77503 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79123 members 
Mstep: Class 15 contains 31508 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16597 members 
Mstep: Class 23 contains 50436 members 
Mstep: Class 24 contains 16675 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3718 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79836 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7561 members 
Mstep: Class 33 contains 43640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237928.000000 Penalty: 20201.414062
Iteration 379Q: 34 clusters Score -4.223793e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 43584 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 89206 members 
Mstep: Class 10 contains 9180 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 77547 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79125 members 
Mstep: Class 15 contains 31492 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 18 contains 1241 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16609 members 
Mstep: Class 23 contains 50417 members 
Mstep: Class 24 contains 16771 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3688 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79818 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7575 members 
Mstep: Class 33 contains 43634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237912.000000 Penalty: 20201.414062
Iteration 380F: 34 clusters Score -4.223791e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 6658 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 43585 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 89227 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 77546 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 79115 members 
Mstep: Class 15 contains 31486 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 16614 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 16880 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79811 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 43629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237964.000000 Penalty: 20201.414062
Iteration 381Q: 34 clusters Score -4.223796e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 6623 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 43592 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 4199 members 
Mstep: Class 9 contains 89233 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 15631 members 
Mstep: Class 12 contains 77517 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79111 members 
Mstep: Class 15 contains 31471 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16615 members 
Mstep: Class 23 contains 50373 members 
Mstep: Class 24 contains 17006 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 20501 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79814 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7591 members 
Mstep: Class 33 contains 43625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238068.000000 Penalty: 20201.414062
Iteration 382Q: 34 clusters Score -4.223807e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 43598 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 89234 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 15646 members 
Mstep: Class 12 contains 77484 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79115 members 
Mstep: Class 15 contains 31462 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16618 members 
Mstep: Class 23 contains 50348 members 
Mstep: Class 24 contains 17114 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79811 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7595 members 
Mstep: Class 33 contains 43622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238116.000000 Penalty: 20201.414062
Iteration 383Q: 34 clusters Score -4.223812e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 43596 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 89239 members 
Mstep: Class 10 contains 9203 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 77467 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 31459 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 530 members 
Mstep: Class 22 contains 16617 members 
Mstep: Class 23 contains 50332 members 
Mstep: Class 24 contains 17213 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79789 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7599 members 
Mstep: Class 33 contains 43615 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 384Q: 34 clusters Score -4.223819e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 43590 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 89251 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 15673 members 
Mstep: Class 12 contains 77460 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79132 members 
Mstep: Class 15 contains 31450 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 530 members 
Mstep: Class 22 contains 16621 members 
Mstep: Class 23 contains 50327 members 
Mstep: Class 24 contains 17319 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3531 members 
Mstep: Class 28 contains 20501 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79770 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7602 members 
Mstep: Class 33 contains 43610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238276.000000 Penalty: 20201.414062
Iteration 385Q: 34 clusters Score -4.223828e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 43580 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 89264 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 15686 members 
Mstep: Class 12 contains 77422 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79139 members 
Mstep: Class 15 contains 31443 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 530 members 
Mstep: Class 22 contains 16638 members 
Mstep: Class 23 contains 50317 members 
Mstep: Class 24 contains 17438 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3498 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79767 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7605 members 
Mstep: Class 33 contains 43608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238384.000000 Penalty: 20201.414062
Iteration 386Q: 34 clusters Score -4.223838e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 43580 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 89274 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 77404 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79147 members 
Mstep: Class 15 contains 31436 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16651 members 
Mstep: Class 23 contains 50308 members 
Mstep: Class 24 contains 17545 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 20497 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79756 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7606 members 
Mstep: Class 33 contains 43599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238376.000000 Penalty: 20201.414062
Iteration 387Q: 34 clusters Score -4.223838e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 43578 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 89285 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 15695 members 
Mstep: Class 12 contains 77347 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79158 members 
Mstep: Class 15 contains 31424 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1940 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16669 members 
Mstep: Class 23 contains 50302 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 20497 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79756 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7609 members 
Mstep: Class 33 contains 43597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238272.000000 Penalty: 20201.414062
Iteration 388Q: 34 clusters Score -4.223827e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 43573 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 89289 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 77309 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79168 members 
Mstep: Class 15 contains 31408 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16684 members 
Mstep: Class 23 contains 50309 members 
Mstep: Class 24 contains 17761 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3405 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79761 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7607 members 
Mstep: Class 33 contains 43596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238348.000000 Penalty: 20201.414062
Iteration 389Q: 34 clusters Score -4.223835e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 43570 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 89298 members 
Mstep: Class 10 contains 9203 members 
Mstep: Class 11 contains 15696 members 
Mstep: Class 12 contains 77285 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79171 members 
Mstep: Class 15 contains 31400 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16686 members 
Mstep: Class 23 contains 50305 members 
Mstep: Class 24 contains 17848 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 20497 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79765 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7613 members 
Mstep: Class 33 contains 43595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238340.000000 Penalty: 20201.414062
Iteration 390Q: 34 clusters Score -4.223834e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 6394 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 43565 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 89306 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 15709 members 
Mstep: Class 12 contains 77271 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79186 members 
Mstep: Class 15 contains 31391 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 50303 members 
Mstep: Class 24 contains 17936 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3356 members 
Mstep: Class 28 contains 20495 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79747 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7619 members 
Mstep: Class 33 contains 43594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238356.000000 Penalty: 20201.414062
Iteration 391Q: 34 clusters Score -4.223836e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 43558 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 89312 members 
Mstep: Class 10 contains 9201 members 
Mstep: Class 11 contains 15717 members 
Mstep: Class 12 contains 77268 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79198 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16703 members 
Mstep: Class 23 contains 50299 members 
Mstep: Class 24 contains 18013 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3344 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79739 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7624 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238364.000000 Penalty: 20201.414062
Iteration 392Q: 34 clusters Score -4.223836e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 6353 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 43557 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 89310 members 
Mstep: Class 10 contains 9201 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 77271 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79199 members 
Mstep: Class 15 contains 31369 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16713 members 
Mstep: Class 23 contains 50293 members 
Mstep: Class 24 contains 18091 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3337 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79727 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7633 members 
Mstep: Class 33 contains 43587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238428.000000 Penalty: 20201.414062
Iteration 393Q: 34 clusters Score -4.223843e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 6337 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 43554 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 89313 members 
Mstep: Class 10 contains 9201 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 77281 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79190 members 
Mstep: Class 15 contains 31359 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 50273 members 
Mstep: Class 24 contains 18168 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3331 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79726 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7640 members 
Mstep: Class 33 contains 43583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238448.000000 Penalty: 20201.414062
Iteration 394Q: 34 clusters Score -4.223845e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6316 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 43541 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 89311 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 77288 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79182 members 
Mstep: Class 15 contains 31350 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 50269 members 
Mstep: Class 24 contains 18251 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3323 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79713 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7647 members 
Mstep: Class 33 contains 43583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238580.000000 Penalty: 20201.414062
Iteration 395Q: 34 clusters Score -4.223858e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6299 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 43531 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 89309 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 15742 members 
Mstep: Class 12 contains 77320 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79161 members 
Mstep: Class 15 contains 31339 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1854 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16785 members 
Mstep: Class 23 contains 50262 members 
Mstep: Class 24 contains 18318 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79696 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7656 members 
Mstep: Class 33 contains 43583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238484.000000 Penalty: 20201.414062
Iteration 396Q: 34 clusters Score -4.223848e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6281 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 43525 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 89308 members 
Mstep: Class 10 contains 9197 members 
Mstep: Class 11 contains 15765 members 
Mstep: Class 12 contains 77332 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79159 members 
Mstep: Class 15 contains 31324 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 16807 members 
Mstep: Class 23 contains 50252 members 
Mstep: Class 24 contains 18389 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 20500 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79676 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7665 members 
Mstep: Class 33 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238608.000000 Penalty: 20201.414062
Iteration 397Q: 34 clusters Score -4.223861e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 6269 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 43518 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 89312 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 15782 members 
Mstep: Class 12 contains 77348 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79159 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1833 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16841 members 
Mstep: Class 23 contains 50238 members 
Mstep: Class 24 contains 18457 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3290 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79658 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7676 members 
Mstep: Class 33 contains 43574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238712.000000 Penalty: 20201.414062
Iteration 398Q: 34 clusters Score -4.223871e+07 nChanged 563
Entering ConstructFrom: 
Score: -42238712.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (76836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Entering Unmasked Estep 
Score: -4900926.500000 Penalty: 511.848999
	Iteration 0F: 2 clusters Score -4900926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -4850379.000000 Penalty: 1023.697998
	Iteration 0F: 3 clusters Score -4850379 nChanged 37360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4873500.500000 Penalty: 1023.697998
	Iteration 1F: 3 clusters Score -4873500 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -4875277.500000 Penalty: 1023.697998
	Iteration 2Q: 3 clusters Score -4875278 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4878339.500000 Penalty: 1023.697998
	Iteration 3F: 3 clusters Score -4878340 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4882956.500000 Penalty: 1023.697998
	Iteration 4F: 3 clusters Score -4882956 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -4887403.500000 Penalty: 1023.697998
	Iteration 5F: 3 clusters Score -4887404 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4889596.000000 Penalty: 1023.697998
	Iteration 6F: 3 clusters Score -4889596 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -4890489.000000 Penalty: 1023.697998
	Iteration 7Q: 3 clusters Score -4890489 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4891127.500000 Penalty: 1023.697998
	Iteration 8Q: 3 clusters Score -4891128 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4891759.500000 Penalty: 1023.697998
	Iteration 9Q: 3 clusters Score -4891760 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4892380.500000 Penalty: 1023.697998
	Iteration 10Q: 3 clusters Score -4892380 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -4893010.000000 Penalty: 1023.697998
	Iteration 11Q: 3 clusters Score -4893010 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4893647.000000 Penalty: 1023.697998
	Iteration 12Q: 3 clusters Score -4893647 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4894346.500000 Penalty: 1023.697998
	Iteration 13Q: 3 clusters Score -4894346 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -4894966.500000 Penalty: 1023.697998
	Iteration 14Q: 3 clusters Score -4894966 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4895448.000000 Penalty: 1023.697998
	Iteration 15Q: 3 clusters Score -4895448 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4895865.500000 Penalty: 1023.697998
	Iteration 16Q: 3 clusters Score -4895866 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4896229.000000 Penalty: 1023.697998
	Iteration 17Q: 3 clusters Score -4896229 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4896452.500000 Penalty: 1023.697998
	Iteration 18Q: 3 clusters Score -4896452 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4896664.500000 Penalty: 1023.697998
	Iteration 19Q: 3 clusters Score -4896664 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4896814.500000 Penalty: 1023.697998
	Iteration 20F: 3 clusters Score -4896814 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4896983.500000 Penalty: 1023.697998
	Iteration 21Q: 3 clusters Score -4896984 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4897096.500000 Penalty: 1023.697998
	Iteration 22Q: 3 clusters Score -4897096 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4897176.000000 Penalty: 1023.697998
	Iteration 23Q: 3 clusters Score -4897176 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4897238.000000 Penalty: 1023.697998
	Iteration 24Q: 3 clusters Score -4897238 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4897282.500000 Penalty: 1023.697998
	Iteration 25Q: 3 clusters Score -4897282 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4897325.000000 Penalty: 1023.697998
	Iteration 26Q: 3 clusters Score -4897325 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4897382.500000 Penalty: 1023.697998
	Iteration 27Q: 3 clusters Score -4897382 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4897423.000000 Penalty: 1023.697998
	Iteration 28Q: 3 clusters Score -4897423 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4897475 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4897491 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4897536 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4897576 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4897594 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4897621 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4897634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4897664 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4897698 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4897731 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4897767 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4897778 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4897824 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4897834 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4897864 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4897882 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4897912 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4897946 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4897970 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -4898015.500000 Penalty: 1023.697998
	Iteration 48Q: 3 clusters Score -4898016 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4898040 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4898054 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4898079 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4898134.500000 Penalty: 1023.697998
	Iteration 52Q: 3 clusters Score -4898134 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4898212 nChanged 661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4898270 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4898322 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4898373.500000 Penalty: 1023.697998
	Iteration 56Q: 3 clusters Score -4898374 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4898423.500000 Penalty: 1023.697998
	Iteration 57Q: 3 clusters Score -4898424 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4898474 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4898522 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4898556.500000 Penalty: 1023.697998
	Iteration 60F: 3 clusters Score -4898556 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4898604.000000 Penalty: 1023.697998
	Iteration 61Q: 3 clusters Score -4898604 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4898649 nChanged 447
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Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4898690 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4898741 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4898788 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4898850 nChanged 447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4898924 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4898984 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4899034.000000 Penalty: 1023.697998
	Iteration 69Q: 3 clusters Score -4899034 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4899076.500000 Penalty: 1023.697998
	Iteration 70Q: 3 clusters Score -4899076 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4899100 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4899152.500000 Penalty: 1023.697998
	Iteration 72Q: 3 clusters Score -4899152 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4899179.000000 Penalty: 1023.697998
	Iteration 73Q: 3 clusters Score -4899179 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4899199.000000 Penalty: 1023.697998
	Iteration 74Q: 3 clusters Score -4899199 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4899221.000000 Penalty: 1023.697998
	Iteration 75Q: 3 clusters Score -4899221 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4899258 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4899246 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4899260 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4899281 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4899308 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4899344 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4899371.500000 Penalty: 1023.697998
	Iteration 82Q: 3 clusters Score -4899372 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4899400 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4899434 nChanged 322
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Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4899446 nChanged 287
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Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4899462 nChanged 286
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Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4899488 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4899552 nChanged 332
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Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4899614 nChanged 326
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Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4899655 nChanged 323
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Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4899688 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4899720.000000 Penalty: 1023.697998
	Iteration 92Q: 3 clusters Score -4899720 nChanged 326
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Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4899776 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4899838 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4899902 nChanged 280
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Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4899950 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4899984 nChanged 232
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Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4900016 nChanged 230
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Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4900044 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4900089 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4900116 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4900175.500000 Penalty: 1023.697998
	Iteration 102Q: 3 clusters Score -4900176 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4900209 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4900286 nChanged 266
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Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4900356 nChanged 260
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Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4900402 nChanged 245
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Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4900446 nChanged 226
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Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4900476 nChanged 220
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Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4900491 nChanged 185
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Mstep: Class 1 contains 74946 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4900527.500000 Penalty: 1023.697998
	Iteration 110Q: 3 clusters Score -4900528 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4900550 nChanged 186
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Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4900560 nChanged 170
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Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4900598 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4900590 nChanged 136
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Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4900612 nChanged 115
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Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4900606 nChanged 93
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Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4900624 nChanged 89
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Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4900637.500000 Penalty: 1023.697998
	Iteration 118Q: 3 clusters Score -4900638 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4900647.500000 Penalty: 1023.697998
	Iteration 119Q: 3 clusters Score -4900648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4900652.500000 Penalty: 1023.697998
	Iteration 120F: 3 clusters Score -4900652 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4900673.500000 Penalty: 1023.697998
	Iteration 121Q: 3 clusters Score -4900674 nChanged 41
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Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4900674.000000 Penalty: 1023.697998
	Iteration 122Q: 3 clusters Score -4900674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4900681.000000 Penalty: 1023.697998
	Iteration 123Q: 3 clusters Score -4900681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4900670.000000 Penalty: 1023.697998
	Iteration 124Q: 3 clusters Score -4900670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4900670.500000 Penalty: 1023.697998
	Iteration 125Q: 3 clusters Score -4900670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4900665.500000 Penalty: 1023.697998
	Iteration 126Q: 3 clusters Score -4900666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4900659.000000 Penalty: 1023.697998
	Iteration 127Q: 3 clusters Score -4900659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4900659.000000 Penalty: 1023.697998
	Iteration 128Q: 3 clusters Score -4900659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4900664.500000 Penalty: 1023.697998
	Iteration 129Q: 3 clusters Score -4900664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4900660.500000 Penalty: 1023.697998
	Iteration 130Q: 3 clusters Score -4900660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4900662.000000 Penalty: 1023.697998
	Iteration 131Q: 3 clusters Score -4900662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4900668.000000 Penalty: 1023.697998
	Iteration 132Q: 3 clusters Score -4900668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4900672.000000 Penalty: 1023.697998
	Iteration 133Q: 3 clusters Score -4900672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4900664.500000 Penalty: 1023.697998
	Iteration 134Q: 3 clusters Score -4900664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4900673.000000 Penalty: 1023.697998
	Iteration 135Q: 3 clusters Score -4900673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4900676.000000 Penalty: 1023.697998
	Iteration 136Q: 3 clusters Score -4900676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4900670.500000 Penalty: 1023.697998
	Iteration 137Q: 3 clusters Score -4900670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4900676.000000 Penalty: 1023.697998
	Iteration 138Q: 3 clusters Score -4900676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4900675.500000 Penalty: 1023.697998
	Iteration 139Q: 3 clusters Score -4900676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4900679.500000 Penalty: 1023.697998
	Iteration 140F: 3 clusters Score -4900680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4900675.000000 Penalty: 1023.697998
	Iteration 141Q: 3 clusters Score -4900675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4900678.000000 Penalty: 1023.697998
	Iteration 142Q: 3 clusters Score -4900678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4900681.000000 Penalty: 1023.697998
	Iteration 143Q: 3 clusters Score -4900681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4900683.500000 Penalty: 1023.697998
	Iteration 144Q: 3 clusters Score -4900684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4900682.000000 Penalty: 1023.697998
	Iteration 145Q: 3 clusters Score -4900682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4900681.500000 Penalty: 1023.697998
	Iteration 146Q: 3 clusters Score -4900682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4900683.500000 Penalty: 1023.697998
	Iteration 147Q: 3 clusters Score -4900684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4900686.500000 Penalty: 1023.697998
	Iteration 148Q: 3 clusters Score -4900686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4900684.500000 Penalty: 1023.697998
	Iteration 149Q: 3 clusters Score -4900684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4900683.000000 Penalty: 1023.697998
	Iteration 150Q: 3 clusters Score -4900683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4900683.000000 Penalty: 1023.697998
	Iteration 151F: 3 clusters Score -4900683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -93026.968750 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -93026.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91929.335938 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91929.34 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -92280.625000 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92280.62 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -92386.046875 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92386.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -92472.398438 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92472.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -92532.351562 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92532.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92580.992188 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -92580.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -92612.117188 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92612.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -92627.289062 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92627.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -92637.671875 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92637.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -92641.945312 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92641.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -92643.664062 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92643.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -92644.296875 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -92644.765625 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92644.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -92646.007812 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92646.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -92647.429688 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92647.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -92650.179688 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92650.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -92653.921875 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92653.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -92655.773438 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92655.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -92657.250000 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92657.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -92658.875000 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -92658.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -92660.085938 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -92660.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -92661.640625 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -92661.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -92662.835938 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -92662.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -92664.023438 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -92664.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -92664.898438 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -92664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -92665.320312 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -92665.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -92666.117188 Penalty: 665.077393
	Iteration 26Q: 3 clusters Score -92666.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -92666.773438 Penalty: 665.077393
	Iteration 27Q: 3 clusters Score -92666.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -92667.406250 Penalty: 665.077393
	Iteration 28Q: 3 clusters Score -92667.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -92667.906250 Penalty: 665.077393
	Iteration 29Q: 3 clusters Score -92667.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -92668.320312 Penalty: 665.077393
	Iteration 30Q: 3 clusters Score -92668.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -92668.898438 Penalty: 665.077393
	Iteration 31Q: 3 clusters Score -92668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -92669.507812 Penalty: 665.077393
	Iteration 32Q: 3 clusters Score -92669.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -92670.218750 Penalty: 665.077393
	Iteration 33Q: 3 clusters Score -92670.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -92671.195312 Penalty: 665.077393
	Iteration 34Q: 3 clusters Score -92671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -92671.757812 Penalty: 665.077393
	Iteration 35Q: 3 clusters Score -92671.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -92672.429688 Penalty: 665.077393
	Iteration 36Q: 3 clusters Score -92672.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -92672.578125 Penalty: 665.077393
	Iteration 37Q: 3 clusters Score -92672.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -92673.445312 Penalty: 665.077393
	Iteration 38Q: 3 clusters Score -92673.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -92674.343750 Penalty: 665.077393
	Iteration 39Q: 3 clusters Score -92674.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -92674.773438 Penalty: 665.077393
	Iteration 40F: 3 clusters Score -92674.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -398403.406250 Penalty: 397.743530
	Iteration 0F: 2 clusters Score -398403.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -394231.656250 Penalty: 795.487061
	Iteration 0F: 3 clusters Score -394231.7 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -395803.500000 Penalty: 795.487061
	Iteration 1F: 3 clusters Score -395803.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -395939.093750 Penalty: 795.487061
	Iteration 2F: 3 clusters Score -395939.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -396074.312500 Penalty: 795.487061
	Iteration 3F: 3 clusters Score -396074.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -396211.937500 Penalty: 795.487061
	Iteration 4Q: 3 clusters Score -396211.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -396355.531250 Penalty: 795.487061
	Iteration 5Q: 3 clusters Score -396355.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -396527.125000 Penalty: 795.487061
	Iteration 6Q: 3 clusters Score -396527.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -396740.593750 Penalty: 795.487061
	Iteration 7F: 3 clusters Score -396740.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -396936.593750 Penalty: 795.487061
	Iteration 8Q: 3 clusters Score -396936.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -397106.718750 Penalty: 795.487061
	Iteration 9Q: 3 clusters Score -397106.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -397231.187500 Penalty: 795.487061
	Iteration 10Q: 3 clusters Score -397231.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -397322.718750 Penalty: 795.487061
	Iteration 11Q: 3 clusters Score -397322.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -397387.843750 Penalty: 795.487061
	Iteration 12Q: 3 clusters Score -397387.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -397459.312500 Penalty: 795.487061
	Iteration 13Q: 3 clusters Score -397459.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -397521.562500 Penalty: 795.487061
	Iteration 14Q: 3 clusters Score -397521.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -397582.718750 Penalty: 795.487061
	Iteration 15Q: 3 clusters Score -397582.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -397656.125000 Penalty: 795.487061
	Iteration 16Q: 3 clusters Score -397656.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -397719.093750 Penalty: 795.487061
	Iteration 17Q: 3 clusters Score -397719.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -397756.750000 Penalty: 795.487061
	Iteration 18Q: 3 clusters Score -397756.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -397783.343750 Penalty: 795.487061
	Iteration 19Q: 3 clusters Score -397783.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -397801.875000 Penalty: 795.487061
	Iteration 20F: 3 clusters Score -397801.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -397815.218750 Penalty: 795.487061
	Iteration 21Q: 3 clusters Score -397815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -397824.250000 Penalty: 795.487061
	Iteration 22Q: 3 clusters Score -397824.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -397832.437500 Penalty: 795.487061
	Iteration 23Q: 3 clusters Score -397832.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -397844.343750 Penalty: 795.487061
	Iteration 24Q: 3 clusters Score -397844.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -397854.156250 Penalty: 795.487061
	Iteration 25Q: 3 clusters Score -397854.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -397863.843750 Penalty: 795.487061
	Iteration 26Q: 3 clusters Score -397863.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -397870.968750 Penalty: 795.487061
	Iteration 27Q: 3 clusters Score -397871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -397875.312500 Penalty: 795.487061
	Iteration 28Q: 3 clusters Score -397875.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -397879.437500 Penalty: 795.487061
	Iteration 29Q: 3 clusters Score -397879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -397882.937500 Penalty: 795.487061
	Iteration 30Q: 3 clusters Score -397882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -397883.500000 Penalty: 795.487061
	Iteration 31Q: 3 clusters Score -397883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -397884.218750 Penalty: 795.487061
	Iteration 32Q: 3 clusters Score -397884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -397886.250000 Penalty: 795.487061
	Iteration 33Q: 3 clusters Score -397886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -397888.218750 Penalty: 795.487061
	Iteration 34Q: 3 clusters Score -397888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -397890.593750 Penalty: 795.487061
	Iteration 35Q: 3 clusters Score -397890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -397891.843750 Penalty: 795.487061
	Iteration 36Q: 3 clusters Score -397891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -397892.593750 Penalty: 795.487061
	Iteration 37Q: 3 clusters Score -397892.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -397896.500000 Penalty: 795.487061
	Iteration 38Q: 3 clusters Score -397896.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -397897.687500 Penalty: 795.487061
	Iteration 39Q: 3 clusters Score -397897.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -397899.125000 Penalty: 795.487061
	Iteration 40F: 3 clusters Score -397899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -397900.093750 Penalty: 795.487061
	Iteration 41Q: 3 clusters Score -397900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -397900.875000 Penalty: 795.487061
	Iteration 42Q: 3 clusters Score -397900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -397901.375000 Penalty: 795.487061
	Iteration 43Q: 3 clusters Score -397901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -397902.062500 Penalty: 795.487061
	Iteration 44Q: 3 clusters Score -397902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -397902.875000 Penalty: 795.487061
	Iteration 45Q: 3 clusters Score -397902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -397904.062500 Penalty: 795.487061
	Iteration 46Q: 3 clusters Score -397904.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -397905.093750 Penalty: 795.487061
	Iteration 47Q: 3 clusters Score -397905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -397905.437500 Penalty: 795.487061
	Iteration 48Q: 3 clusters Score -397905.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -397906.593750 Penalty: 795.487061
	Iteration 49Q: 3 clusters Score -397906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -397907.875000 Penalty: 795.487061
	Iteration 50Q: 3 clusters Score -397907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -397909.687500 Penalty: 795.487061
	Iteration 51Q: 3 clusters Score -397909.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -397912.062500 Penalty: 795.487061
	Iteration 52Q: 3 clusters Score -397912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -397911.687500 Penalty: 795.487061
	Iteration 53Q: 3 clusters Score -397911.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -397912.312500 Penalty: 795.487061
	Iteration 54Q: 3 clusters Score -397912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -397912.937500 Penalty: 795.487061
	Iteration 55Q: 3 clusters Score -397912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -397914.531250 Penalty: 795.487061
	Iteration 56Q: 3 clusters Score -397914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -397914.125000 Penalty: 795.487061
	Iteration 57Q: 3 clusters Score -397914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -397914.125000 Penalty: 795.487061
	Iteration 58F: 3 clusters Score -397914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -44888.730469 Penalty: 303.288605
	Iteration 0F: 2 clusters Score -44888.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44249.390625 Penalty: 606.577209
	Iteration 0F: 3 clusters Score -44249.39 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44494.808594 Penalty: 606.577209
	Iteration 1F: 3 clusters Score -44494.81 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44547.652344 Penalty: 606.577209
	Iteration 2F: 3 clusters Score -44547.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44582.613281 Penalty: 606.577209
	Iteration 3F: 3 clusters Score -44582.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44613.988281 Penalty: 606.577209
	Iteration 4F: 3 clusters Score -44613.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44626.757812 Penalty: 606.577209
	Iteration 5Q: 3 clusters Score -44626.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44637.960938 Penalty: 606.577209
	Iteration 6Q: 3 clusters Score -44637.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44649.148438 Penalty: 606.577209
	Iteration 7Q: 3 clusters Score -44649.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44657.007812 Penalty: 606.577209
	Iteration 8Q: 3 clusters Score -44657.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44662.660156 Penalty: 606.577209
	Iteration 9Q: 3 clusters Score -44662.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44665.894531 Penalty: 606.577209
	Iteration 10Q: 3 clusters Score -44665.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44666.558594 Penalty: 606.577209
	Iteration 11Q: 3 clusters Score -44666.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44666.558594 Penalty: 606.577209
	Iteration 12F: 3 clusters Score -44666.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -231872.421875 Penalty: 373.696533
	Iteration 0F: 2 clusters Score -231872.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -229305.796875 Penalty: 747.393066
	Iteration 0F: 3 clusters Score -229305.8 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -230355.906250 Penalty: 747.393066
	Iteration 1F: 3 clusters Score -230355.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -230566.171875 Penalty: 747.393066
	Iteration 2F: 3 clusters Score -230566.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -230796.468750 Penalty: 747.393066
	Iteration 3F: 3 clusters Score -230796.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -231052.500000 Penalty: 747.393066
	Iteration 4F: 3 clusters Score -231052.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -231237.296875 Penalty: 747.393066
	Iteration 5F: 3 clusters Score -231237.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -231382.468750 Penalty: 747.393066
	Iteration 6Q: 3 clusters Score -231382.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -231462.328125 Penalty: 747.393066
	Iteration 7Q: 3 clusters Score -231462.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -231501.796875 Penalty: 747.393066
	Iteration 8Q: 3 clusters Score -231501.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -231517.625000 Penalty: 747.393066
	Iteration 9Q: 3 clusters Score -231517.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -231529.781250 Penalty: 747.393066
	Iteration 10Q: 3 clusters Score -231529.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -231543.843750 Penalty: 747.393066
	Iteration 11Q: 3 clusters Score -231543.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -231556.109375 Penalty: 747.393066
	Iteration 12Q: 3 clusters Score -231556.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -231559.312500 Penalty: 747.393066
	Iteration 13Q: 3 clusters Score -231559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -231560.015625 Penalty: 747.393066
	Iteration 14Q: 3 clusters Score -231560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -231560.437500 Penalty: 747.393066
	Iteration 15Q: 3 clusters Score -231560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -231561.593750 Penalty: 747.393066
	Iteration 16Q: 3 clusters Score -231561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -231562.484375 Penalty: 747.393066
	Iteration 17Q: 3 clusters Score -231562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231562.890625 Penalty: 747.393066
	Iteration 18Q: 3 clusters Score -231562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -231563.484375 Penalty: 747.393066
	Iteration 19Q: 3 clusters Score -231563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -231563.328125 Penalty: 747.393066
	Iteration 20F: 3 clusters Score -231563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -231563.921875 Penalty: 747.393066
	Iteration 21Q: 3 clusters Score -231563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231564.000000 Penalty: 747.393066
	Iteration 22Q: 3 clusters Score -231564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231564.000000 Penalty: 747.393066
	Iteration 23F: 3 clusters Score -231564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Entering Unmasked Estep 
Score: -2878348.500000 Penalty: 485.980225
	Iteration 0F: 2 clusters Score -2878348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2849894.000000 Penalty: 971.960449
	Iteration 0F: 3 clusters Score -2849894 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2864205.500000 Penalty: 971.960449
	Iteration 1F: 3 clusters Score -2864206 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -2866407.250000 Penalty: 971.960449
	Iteration 2F: 3 clusters Score -2866407 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -2868759.250000 Penalty: 971.960449
	Iteration 3F: 3 clusters Score -2868759 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -2870533.250000 Penalty: 971.960449
	Iteration 4F: 3 clusters Score -2870533 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -2871467.000000 Penalty: 971.960449
	Iteration 5Q: 3 clusters Score -2871467 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -2871885.250000 Penalty: 971.960449
	Iteration 6Q: 3 clusters Score -2871885 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -2872147.500000 Penalty: 971.960449
	Iteration 7Q: 3 clusters Score -2872148 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -2872390.750000 Penalty: 971.960449
	Iteration 8Q: 3 clusters Score -2872391 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -2872595.250000 Penalty: 971.960449
	Iteration 9Q: 3 clusters Score -2872595 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -2872853.000000 Penalty: 971.960449
	Iteration 10Q: 3 clusters Score -2872853 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -2873114.250000 Penalty: 971.960449
	Iteration 11Q: 3 clusters Score -2873114 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -2873380.250000 Penalty: 971.960449
	Iteration 12Q: 3 clusters Score -2873380 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -2873627.250000 Penalty: 971.960449
	Iteration 13Q: 3 clusters Score -2873627 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -2873932.500000 Penalty: 971.960449
	Iteration 14Q: 3 clusters Score -2873932 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -2874258.750000 Penalty: 971.960449
	Iteration 15Q: 3 clusters Score -2874259 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -2874530.250000 Penalty: 971.960449
	Iteration 16Q: 3 clusters Score -2874530 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -2874823.500000 Penalty: 971.960449
	Iteration 17Q: 3 clusters Score -2874824 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -2875092.000000 Penalty: 971.960449
	Iteration 18Q: 3 clusters Score -2875092 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -2875351.750000 Penalty: 971.960449
	Iteration 19Q: 3 clusters Score -2875352 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -2875584.250000 Penalty: 971.960449
	Iteration 20F: 3 clusters Score -2875584 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -2875792.750000 Penalty: 971.960449
	Iteration 21Q: 3 clusters Score -2875793 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -2875988.250000 Penalty: 971.960449
	Iteration 22Q: 3 clusters Score -2875988 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -2876147.750000 Penalty: 971.960449
	Iteration 23Q: 3 clusters Score -2876148 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -2876299.000000 Penalty: 971.960449
	Iteration 24Q: 3 clusters Score -2876299 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -2876448.750000 Penalty: 971.960449
	Iteration 25Q: 3 clusters Score -2876449 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -2876543.250000 Penalty: 971.960449
	Iteration 26Q: 3 clusters Score -2876543 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -2876636.000000 Penalty: 971.960449
	Iteration 27Q: 3 clusters Score -2876636 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -2876693.750000 Penalty: 971.960449
	Iteration 28Q: 3 clusters Score -2876694 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -2876752.500000 Penalty: 971.960449
	Iteration 29Q: 3 clusters Score -2876752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -2876801.500000 Penalty: 971.960449
	Iteration 30Q: 3 clusters Score -2876802 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -2876854.500000 Penalty: 971.960449
	Iteration 31Q: 3 clusters Score -2876854 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -2876918.250000 Penalty: 971.960449
	Iteration 32Q: 3 clusters Score -2876918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -2876955.250000 Penalty: 971.960449
	Iteration 33Q: 3 clusters Score -2876955 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -2877015.000000 Penalty: 971.960449
	Iteration 34Q: 3 clusters Score -2877015 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -2877074.250000 Penalty: 971.960449
	Iteration 35Q: 3 clusters Score -2877074 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -2877090.250000 Penalty: 971.960449
	Iteration 36Q: 3 clusters Score -2877090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -2877107.750000 Penalty: 971.960449
	Iteration 37Q: 3 clusters Score -2877108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -2877098.000000 Penalty: 971.960449
	Iteration 38Q: 3 clusters Score -2877098 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -2877083.000000 Penalty: 971.960449
	Iteration 39Q: 3 clusters Score -2877083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -2877090.500000 Penalty: 971.960449
	Iteration 40F: 3 clusters Score -2877090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -2877082.750000 Penalty: 971.960449
	Iteration 41Q: 3 clusters Score -2877083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -2877057.000000 Penalty: 971.960449
	Iteration 42Q: 3 clusters Score -2877057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -2877044.250000 Penalty: 971.960449
	Iteration 43Q: 3 clusters Score -2877044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -2877024.500000 Penalty: 971.960449
	Iteration 44Q: 3 clusters Score -2877024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -2877037.000000 Penalty: 971.960449
	Iteration 45Q: 3 clusters Score -2877037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -2877028.500000 Penalty: 971.960449
	Iteration 46Q: 3 clusters Score -2877028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -2877030.000000 Penalty: 971.960449
	Iteration 47Q: 3 clusters Score -2877030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -2877015.750000 Penalty: 971.960449
	Iteration 48Q: 3 clusters Score -2877016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -2877008.250000 Penalty: 971.960449
	Iteration 49Q: 3 clusters Score -2877008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -2877009.000000 Penalty: 971.960449
	Iteration 50Q: 3 clusters Score -2877009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -2877001.250000 Penalty: 971.960449
	Iteration 51Q: 3 clusters Score -2877001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2876996.750000 Penalty: 971.960449
	Iteration 52Q: 3 clusters Score -2876997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -2877023.500000 Penalty: 971.960449
	Iteration 53Q: 3 clusters Score -2877024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2877013.250000 Penalty: 971.960449
	Iteration 54Q: 3 clusters Score -2877013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -2877028.750000 Penalty: 971.960449
	Iteration 55Q: 3 clusters Score -2877029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -2877020.500000 Penalty: 971.960449
	Iteration 56Q: 3 clusters Score -2877020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -2877021.000000 Penalty: 971.960449
	Iteration 57Q: 3 clusters Score -2877021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -2877031.250000 Penalty: 971.960449
	Iteration 58Q: 3 clusters Score -2877031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2877029.500000 Penalty: 971.960449
	Iteration 59Q: 3 clusters Score -2877030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -2877045.250000 Penalty: 971.960449
	Iteration 60F: 3 clusters Score -2877045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -2877034.000000 Penalty: 971.960449
	Iteration 61Q: 3 clusters Score -2877034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -2877027.500000 Penalty: 971.960449
	Iteration 62Q: 3 clusters Score -2877028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -2877057.750000 Penalty: 971.960449
	Iteration 63Q: 3 clusters Score -2877058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -2877079.500000 Penalty: 971.960449
	Iteration 64Q: 3 clusters Score -2877080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -2877079.750000 Penalty: 971.960449
	Iteration 65Q: 3 clusters Score -2877080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -2877108.500000 Penalty: 971.960449
	Iteration 66Q: 3 clusters Score -2877108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2877115.750000 Penalty: 971.960449
	Iteration 67Q: 3 clusters Score -2877116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -2877122.500000 Penalty: 971.960449
	Iteration 68Q: 3 clusters Score -2877122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -2877144.250000 Penalty: 971.960449
	Iteration 69Q: 3 clusters Score -2877144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -2877154.000000 Penalty: 971.960449
	Iteration 70Q: 3 clusters Score -2877154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -2877167.000000 Penalty: 971.960449
	Iteration 71Q: 3 clusters Score -2877167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -2877172.000000 Penalty: 971.960449
	Iteration 72Q: 3 clusters Score -2877172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -2877168.250000 Penalty: 971.960449
	Iteration 73Q: 3 clusters Score -2877168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -2877168.000000 Penalty: 971.960449
	Iteration 74Q: 3 clusters Score -2877168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -2877184.000000 Penalty: 971.960449
	Iteration 75Q: 3 clusters Score -2877184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -2877192.750000 Penalty: 971.960449
	Iteration 76Q: 3 clusters Score -2877193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -2877198.000000 Penalty: 971.960449
	Iteration 77Q: 3 clusters Score -2877198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -2877201.750000 Penalty: 971.960449
	Iteration 78Q: 3 clusters Score -2877202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -2877191.500000 Penalty: 971.960449
	Iteration 79Q: 3 clusters Score -2877192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -2877199.250000 Penalty: 971.960449
	Iteration 80F: 3 clusters Score -2877199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -2877207.750000 Penalty: 971.960449
	Iteration 81Q: 3 clusters Score -2877208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -2877221.500000 Penalty: 971.960449
	Iteration 82Q: 3 clusters Score -2877222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -2877254.250000 Penalty: 971.960449
	Iteration 83Q: 3 clusters Score -2877254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -2877270.500000 Penalty: 971.960449
	Iteration 84Q: 3 clusters Score -2877270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -2877289.500000 Penalty: 971.960449
	Iteration 85Q: 3 clusters Score -2877290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -2877298.000000 Penalty: 971.960449
	Iteration 86Q: 3 clusters Score -2877298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -2877313.250000 Penalty: 971.960449
	Iteration 87Q: 3 clusters Score -2877313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -2877315.750000 Penalty: 971.960449
	Iteration 88Q: 3 clusters Score -2877316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -2877331.500000 Penalty: 971.960449
	Iteration 89Q: 3 clusters Score -2877332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -2877327.500000 Penalty: 971.960449
	Iteration 90Q: 3 clusters Score -2877328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -2877328.750000 Penalty: 971.960449
	Iteration 91Q: 3 clusters Score -2877329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -2877335.000000 Penalty: 971.960449
	Iteration 92Q: 3 clusters Score -2877335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -2877340.000000 Penalty: 971.960449
	Iteration 93Q: 3 clusters Score -2877340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -2877341.500000 Penalty: 971.960449
	Iteration 94Q: 3 clusters Score -2877342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -2877341.250000 Penalty: 971.960449
	Iteration 95Q: 3 clusters Score -2877341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -2877343.000000 Penalty: 971.960449
	Iteration 96Q: 3 clusters Score -2877343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -2877341.750000 Penalty: 971.960449
	Iteration 97Q: 3 clusters Score -2877342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -2877344.750000 Penalty: 971.960449
	Iteration 98Q: 3 clusters Score -2877345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -2877350.750000 Penalty: 971.960449
	Iteration 99Q: 3 clusters Score -2877351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -2877349.750000 Penalty: 971.960449
	Iteration 100F: 3 clusters Score -2877350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -2877350.750000 Penalty: 971.960449
	Iteration 101Q: 3 clusters Score -2877351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -2877354.250000 Penalty: 971.960449
	Iteration 102Q: 3 clusters Score -2877354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -2877354.250000 Penalty: 971.960449
	Iteration 103F: 3 clusters Score -2877354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -200604.984375 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -200605 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 1767 members 
Entering Unmasked Estep 
Score: -198178.281250 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -198178.3 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -199156.687500 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -199156.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -199300.906250 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -199300.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -199397.984375 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -199398 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -199469.140625 Penalty: 743.461182
	Iteration 4Q: 3 clusters Score -199469.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -199553.718750 Penalty: 743.461182
	Iteration 5Q: 3 clusters Score -199553.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -199641.312500 Penalty: 743.461182
	Iteration 6Q: 3 clusters Score -199641.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -199722.796875 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -199722.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -199788.078125 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -199788.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -199827.281250 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -199827.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -199860.562500 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -199860.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -199885.812500 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -199885.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -199907.031250 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -199907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -199927.343750 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -199927.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -199939.671875 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -199939.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -199950.453125 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -199950.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -199957.203125 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -199957.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -199964.437500 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -199964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -199971.765625 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -199971.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -199979.828125 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -199979.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -199984.937500 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -199984.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -199992.250000 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -199992.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -199997.796875 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -199997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -200001.609375 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -200001.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -200005.609375 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -200005.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -200008.734375 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -200008.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -200011.640625 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -200011.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -200013.984375 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -200014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -200017.218750 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -200017.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -200025.750000 Penalty: 743.461182
	Iteration 29Q: 3 clusters Score -200025.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -200034.828125 Penalty: 743.461182
	Iteration 30Q: 3 clusters Score -200034.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -200041.312500 Penalty: 743.461182
	Iteration 31Q: 3 clusters Score -200041.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -200048.453125 Penalty: 743.461182
	Iteration 32Q: 3 clusters Score -200048.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -200062.546875 Penalty: 743.461182
	Iteration 33Q: 3 clusters Score -200062.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -200073.796875 Penalty: 743.461182
	Iteration 34Q: 3 clusters Score -200073.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -200084.250000 Penalty: 743.461182
	Iteration 35Q: 3 clusters Score -200084.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -200092.921875 Penalty: 743.461182
	Iteration 36Q: 3 clusters Score -200092.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -200099.468750 Penalty: 743.461182
	Iteration 37Q: 3 clusters Score -200099.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -200106.468750 Penalty: 743.461182
	Iteration 38Q: 3 clusters Score -200106.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -200118.171875 Penalty: 743.461182
	Iteration 39Q: 3 clusters Score -200118.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -200130.156250 Penalty: 743.461182
	Iteration 40F: 3 clusters Score -200130.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -200146.718750 Penalty: 743.461182
	Iteration 41Q: 3 clusters Score -200146.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -200159.906250 Penalty: 743.461182
	Iteration 42Q: 3 clusters Score -200159.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -200172.718750 Penalty: 743.461182
	Iteration 43Q: 3 clusters Score -200172.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -200187.453125 Penalty: 743.461182
	Iteration 44Q: 3 clusters Score -200187.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -200207.546875 Penalty: 743.461182
	Iteration 45Q: 3 clusters Score -200207.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -200227.375000 Penalty: 743.461182
	Iteration 46Q: 3 clusters Score -200227.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -200238.421875 Penalty: 743.461182
	Iteration 47Q: 3 clusters Score -200238.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -200244.468750 Penalty: 743.461182
	Iteration 48Q: 3 clusters Score -200244.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -200249.343750 Penalty: 743.461182
	Iteration 49Q: 3 clusters Score -200249.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -200254.000000 Penalty: 743.461182
	Iteration 50Q: 3 clusters Score -200254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -200258.171875 Penalty: 743.461182
	Iteration 51Q: 3 clusters Score -200258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -200265.453125 Penalty: 743.461182
	Iteration 52Q: 3 clusters Score -200265.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -200270.765625 Penalty: 743.461182
	Iteration 53Q: 3 clusters Score -200270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -200273.812500 Penalty: 743.461182
	Iteration 54Q: 3 clusters Score -200273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -200279.250000 Penalty: 743.461182
	Iteration 55Q: 3 clusters Score -200279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -200285.453125 Penalty: 743.461182
	Iteration 56Q: 3 clusters Score -200285.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -200290.500000 Penalty: 743.461182
	Iteration 57Q: 3 clusters Score -200290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -200298.265625 Penalty: 743.461182
	Iteration 58Q: 3 clusters Score -200298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -200308.000000 Penalty: 743.461182
	Iteration 59Q: 3 clusters Score -200308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -200314.906250 Penalty: 743.461182
	Iteration 60F: 3 clusters Score -200314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -200319.718750 Penalty: 743.461182
	Iteration 61Q: 3 clusters Score -200319.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -200322.093750 Penalty: 743.461182
	Iteration 62Q: 3 clusters Score -200322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -200323.453125 Penalty: 743.461182
	Iteration 63Q: 3 clusters Score -200323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -200325.312500 Penalty: 743.461182
	Iteration 64Q: 3 clusters Score -200325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -200326.437500 Penalty: 743.461182
	Iteration 65Q: 3 clusters Score -200326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -200327.718750 Penalty: 743.461182
	Iteration 66Q: 3 clusters Score -200327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -200328.140625 Penalty: 743.461182
	Iteration 67Q: 3 clusters Score -200328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -200328.140625 Penalty: 743.461182
	Iteration 68F: 3 clusters Score -200328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Entering Unmasked Estep 
Score: -274180.906250 Penalty: 379.912292
	Iteration 0F: 2 clusters Score -274180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -271325.000000 Penalty: 759.824585
	Iteration 0F: 3 clusters Score -271325 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -272392.468750 Penalty: 759.824585
	Iteration 1F: 3 clusters Score -272392.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -272503.406250 Penalty: 759.824585
	Iteration 2F: 3 clusters Score -272503.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -272606.218750 Penalty: 759.824585
	Iteration 3F: 3 clusters Score -272606.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -272723.687500 Penalty: 759.824585
	Iteration 4Q: 3 clusters Score -272723.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -272876.375000 Penalty: 759.824585
	Iteration 5F: 3 clusters Score -272876.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -273065.750000 Penalty: 759.824585
	Iteration 6F: 3 clusters Score -273065.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -273233.843750 Penalty: 759.824585
	Iteration 7F: 3 clusters Score -273233.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -273374.718750 Penalty: 759.824585
	Iteration 8Q: 3 clusters Score -273374.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -273474.281250 Penalty: 759.824585
	Iteration 9Q: 3 clusters Score -273474.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -273546.062500 Penalty: 759.824585
	Iteration 10Q: 3 clusters Score -273546.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -273598.625000 Penalty: 759.824585
	Iteration 11Q: 3 clusters Score -273598.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -273642.875000 Penalty: 759.824585
	Iteration 12Q: 3 clusters Score -273642.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -273676.000000 Penalty: 759.824585
	Iteration 13Q: 3 clusters Score -273676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -273697.187500 Penalty: 759.824585
	Iteration 14Q: 3 clusters Score -273697.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -273713.937500 Penalty: 759.824585
	Iteration 15Q: 3 clusters Score -273713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -273725.625000 Penalty: 759.824585
	Iteration 16Q: 3 clusters Score -273725.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -273737.781250 Penalty: 759.824585
	Iteration 17Q: 3 clusters Score -273737.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -273751.812500 Penalty: 759.824585
	Iteration 18Q: 3 clusters Score -273751.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -273763.750000 Penalty: 759.824585
	Iteration 19Q: 3 clusters Score -273763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -273772.687500 Penalty: 759.824585
	Iteration 20F: 3 clusters Score -273772.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -273785.500000 Penalty: 759.824585
	Iteration 21Q: 3 clusters Score -273785.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -273797.718750 Penalty: 759.824585
	Iteration 22Q: 3 clusters Score -273797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -273802.312500 Penalty: 759.824585
	Iteration 23Q: 3 clusters Score -273802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -273806.593750 Penalty: 759.824585
	Iteration 24Q: 3 clusters Score -273806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -273810.687500 Penalty: 759.824585
	Iteration 25Q: 3 clusters Score -273810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -273814.593750 Penalty: 759.824585
	Iteration 26Q: 3 clusters Score -273814.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -273819.750000 Penalty: 759.824585
	Iteration 27Q: 3 clusters Score -273819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -273822.062500 Penalty: 759.824585
	Iteration 28Q: 3 clusters Score -273822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -273824.625000 Penalty: 759.824585
	Iteration 29Q: 3 clusters Score -273824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -273827.125000 Penalty: 759.824585
	Iteration 30Q: 3 clusters Score -273827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -273829.187500 Penalty: 759.824585
	Iteration 31Q: 3 clusters Score -273829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -273835.656250 Penalty: 759.824585
	Iteration 32Q: 3 clusters Score -273835.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -273841.187500 Penalty: 759.824585
	Iteration 33Q: 3 clusters Score -273841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -273844.093750 Penalty: 759.824585
	Iteration 34Q: 3 clusters Score -273844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -273847.500000 Penalty: 759.824585
	Iteration 35Q: 3 clusters Score -273847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -273851.562500 Penalty: 759.824585
	Iteration 36Q: 3 clusters Score -273851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -273855.281250 Penalty: 759.824585
	Iteration 37Q: 3 clusters Score -273855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -273860.000000 Penalty: 759.824585
	Iteration 38Q: 3 clusters Score -273860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -273862.500000 Penalty: 759.824585
	Iteration 39Q: 3 clusters Score -273862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -273864.812500 Penalty: 759.824585
	Iteration 40F: 3 clusters Score -273864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -273865.656250 Penalty: 759.824585
	Iteration 41Q: 3 clusters Score -273865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -273866.593750 Penalty: 759.824585
	Iteration 42Q: 3 clusters Score -273866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -273867.125000 Penalty: 759.824585
	Iteration 43Q: 3 clusters Score -273867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -273867.312500 Penalty: 759.824585
	Iteration 44Q: 3 clusters Score -273867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -273869.468750 Penalty: 759.824585
	Iteration 45Q: 3 clusters Score -273869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -273869.468750 Penalty: 759.824585
	Iteration 46F: 3 clusters Score -273869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Entering Unmasked Estep 
Score: -5564758.000000 Penalty: 518.699646
	Iteration 0F: 2 clusters Score -5564758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5512035.000000 Penalty: 1037.399292
	Iteration 0F: 3 clusters Score -5512035 nChanged 43454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -5539882.500000 Penalty: 1037.399292
	Iteration 1F: 3 clusters Score -5539882 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -5541850.000000 Penalty: 1037.399292
	Iteration 2Q: 3 clusters Score -5541850 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -5544768.500000 Penalty: 1037.399292
	Iteration 3F: 3 clusters Score -5544768 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -5549311.500000 Penalty: 1037.399292
	Iteration 4F: 3 clusters Score -5549312 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -5554894.000000 Penalty: 1037.399292
	Iteration 5F: 3 clusters Score -5554894 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -5559691.500000 Penalty: 1037.399292
	Iteration 6F: 3 clusters Score -5559692 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -5562126.500000 Penalty: 1037.399292
	Iteration 7Q: 3 clusters Score -5562126 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -5562969.500000 Penalty: 1037.399292
	Iteration 8Q: 3 clusters Score -5562970 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -5563210.000000 Penalty: 1037.399292
	Iteration 9Q: 3 clusters Score -5563210 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -5563274.000000 Penalty: 1037.399292
	Iteration 10Q: 3 clusters Score -5563274 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -5563145.000000 Penalty: 1037.399292
	Iteration 11Q: 3 clusters Score -5563145 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -5563156.000000 Penalty: 1037.399292
	Iteration 12Q: 3 clusters Score -5563156 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -5563171.000000 Penalty: 1037.399292
	Iteration 13Q: 3 clusters Score -5563171 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -5563158.500000 Penalty: 1037.399292
	Iteration 14Q: 3 clusters Score -5563158 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -5563155.500000 Penalty: 1037.399292
	Iteration 15Q: 3 clusters Score -5563156 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -5563270.500000 Penalty: 1037.399292
	Iteration 16Q: 3 clusters Score -5563270 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -5563387.000000 Penalty: 1037.399292
	Iteration 17Q: 3 clusters Score -5563387 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -5563369.000000 Penalty: 1037.399292
	Iteration 18Q: 3 clusters Score -5563369 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -5563445.000000 Penalty: 1037.399292
	Iteration 19Q: 3 clusters Score -5563445 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -5563484.000000 Penalty: 1037.399292
	Iteration 20F: 3 clusters Score -5563484 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -5563510.500000 Penalty: 1037.399292
	Iteration 21Q: 3 clusters Score -5563510 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -5563575.500000 Penalty: 1037.399292
	Iteration 22Q: 3 clusters Score -5563576 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -5563653.000000 Penalty: 1037.399292
	Iteration 23Q: 3 clusters Score -5563653 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -5563765.500000 Penalty: 1037.399292
	Iteration 24Q: 3 clusters Score -5563766 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -5563839.000000 Penalty: 1037.399292
	Iteration 25Q: 3 clusters Score -5563839 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -5563834.500000 Penalty: 1037.399292
	Iteration 26Q: 3 clusters Score -5563834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -5563881.500000 Penalty: 1037.399292
	Iteration 27Q: 3 clusters Score -5563882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -5563901.000000 Penalty: 1037.399292
	Iteration 28Q: 3 clusters Score -5563901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -5563966.000000 Penalty: 1037.399292
	Iteration 29Q: 3 clusters Score -5563966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -5564019.000000 Penalty: 1037.399292
	Iteration 30Q: 3 clusters Score -5564019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -5564032.000000 Penalty: 1037.399292
	Iteration 31Q: 3 clusters Score -5564032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -5564043.500000 Penalty: 1037.399292
	Iteration 32Q: 3 clusters Score -5564044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -5564045.500000 Penalty: 1037.399292
	Iteration 33Q: 3 clusters Score -5564046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -5564075.000000 Penalty: 1037.399292
	Iteration 34Q: 3 clusters Score -5564075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -5564083.000000 Penalty: 1037.399292
	Iteration 35Q: 3 clusters Score -5564083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -5564098.000000 Penalty: 1037.399292
	Iteration 36Q: 3 clusters Score -5564098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -5564113.000000 Penalty: 1037.399292
	Iteration 37Q: 3 clusters Score -5564113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -5564129.500000 Penalty: 1037.399292
	Iteration 38Q: 3 clusters Score -5564130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -5564150.000000 Penalty: 1037.399292
	Iteration 39Q: 3 clusters Score -5564150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -5564155.000000 Penalty: 1037.399292
	Iteration 40F: 3 clusters Score -5564155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -5564142.500000 Penalty: 1037.399292
	Iteration 41Q: 3 clusters Score -5564142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -5564153.500000 Penalty: 1037.399292
	Iteration 42Q: 3 clusters Score -5564154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -5564177.000000 Penalty: 1037.399292
	Iteration 43Q: 3 clusters Score -5564177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -5564163.500000 Penalty: 1037.399292
	Iteration 44Q: 3 clusters Score -5564164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -5564158.500000 Penalty: 1037.399292
	Iteration 45Q: 3 clusters Score -5564158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -5564165.500000 Penalty: 1037.399292
	Iteration 46Q: 3 clusters Score -5564166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -5564168.000000 Penalty: 1037.399292
	Iteration 47Q: 3 clusters Score -5564168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -5564177.500000 Penalty: 1037.399292
	Iteration 48Q: 3 clusters Score -5564178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -5564182.000000 Penalty: 1037.399292
	Iteration 49Q: 3 clusters Score -5564182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -5564187.500000 Penalty: 1037.399292
	Iteration 50Q: 3 clusters Score -5564188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -5564195.500000 Penalty: 1037.399292
	Iteration 51Q: 3 clusters Score -5564196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -5564187.500000 Penalty: 1037.399292
	Iteration 52Q: 3 clusters Score -5564188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -5564197.000000 Penalty: 1037.399292
	Iteration 53Q: 3 clusters Score -5564197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -5564199.000000 Penalty: 1037.399292
	Iteration 54Q: 3 clusters Score -5564199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -5564201.500000 Penalty: 1037.399292
	Iteration 55Q: 3 clusters Score -5564202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -5564192.500000 Penalty: 1037.399292
	Iteration 56Q: 3 clusters Score -5564192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -5564192.500000 Penalty: 1037.399292
	Iteration 57Q: 3 clusters Score -5564192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -5564192.000000 Penalty: 1037.399292
	Iteration 58Q: 3 clusters Score -5564192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -5564210.000000 Penalty: 1037.399292
	Iteration 59Q: 3 clusters Score -5564210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -5564204.000000 Penalty: 1037.399292
	Iteration 60F: 3 clusters Score -5564204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -5564204.500000 Penalty: 1037.399292
	Iteration 61Q: 3 clusters Score -5564204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -5564212.000000 Penalty: 1037.399292
	Iteration 62Q: 3 clusters Score -5564212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -5564212.500000 Penalty: 1037.399292
	Iteration 63Q: 3 clusters Score -5564212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -5564218.500000 Penalty: 1037.399292
	Iteration 64Q: 3 clusters Score -5564218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -5564223.000000 Penalty: 1037.399292
	Iteration 65Q: 3 clusters Score -5564223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -5564224.500000 Penalty: 1037.399292
	Iteration 66Q: 3 clusters Score -5564224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -5564238.000000 Penalty: 1037.399292
	Iteration 67Q: 3 clusters Score -5564238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -5564231.000000 Penalty: 1037.399292
	Iteration 68Q: 3 clusters Score -5564231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -5564234.000000 Penalty: 1037.399292
	Iteration 69Q: 3 clusters Score -5564234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -5564234.000000 Penalty: 1037.399292
	Iteration 70F: 3 clusters Score -5564234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Entering Unmasked Estep 
Score: -541962.562500 Penalty: 415.232117
	Iteration 0F: 2 clusters Score -541962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -535872.000000 Penalty: 830.464233
	Iteration 0F: 3 clusters Score -535872 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -538295.625000 Penalty: 830.464233
	Iteration 1F: 3 clusters Score -538295.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -538709.750000 Penalty: 830.464233
	Iteration 2F: 3 clusters Score -538709.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -539254.875000 Penalty: 830.464233
	Iteration 3F: 3 clusters Score -539254.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -539935.250000 Penalty: 830.464233
	Iteration 4F: 3 clusters Score -539935.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -540531.437500 Penalty: 830.464233
	Iteration 5F: 3 clusters Score -540531.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -540930.000000 Penalty: 830.464233
	Iteration 6Q: 3 clusters Score -540930 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -541194.500000 Penalty: 830.464233
	Iteration 7Q: 3 clusters Score -541194.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -541365.312500 Penalty: 830.464233
	Iteration 8Q: 3 clusters Score -541365.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -541452.375000 Penalty: 830.464233
	Iteration 9Q: 3 clusters Score -541452.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -541519.000000 Penalty: 830.464233
	Iteration 10Q: 3 clusters Score -541519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -541558.250000 Penalty: 830.464233
	Iteration 11Q: 3 clusters Score -541558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -541575.500000 Penalty: 830.464233
	Iteration 12Q: 3 clusters Score -541575.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -541594.000000 Penalty: 830.464233
	Iteration 13Q: 3 clusters Score -541594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -541615.125000 Penalty: 830.464233
	Iteration 14Q: 3 clusters Score -541615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -541623.562500 Penalty: 830.464233
	Iteration 15Q: 3 clusters Score -541623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -541629.062500 Penalty: 830.464233
	Iteration 16Q: 3 clusters Score -541629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -541629.812500 Penalty: 830.464233
	Iteration 17Q: 3 clusters Score -541629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -541630.687500 Penalty: 830.464233
	Iteration 18Q: 3 clusters Score -541630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -541633.250000 Penalty: 830.464233
	Iteration 19Q: 3 clusters Score -541633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -541634.250000 Penalty: 830.464233
	Iteration 20F: 3 clusters Score -541634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -541635.187500 Penalty: 830.464233
	Iteration 21Q: 3 clusters Score -541635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -541634.750000 Penalty: 830.464233
	Iteration 22Q: 3 clusters Score -541634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -541634.750000 Penalty: 830.464233
	Iteration 23F: 3 clusters Score -541634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Entering Unmasked Estep 
Score: -1035768.062500 Penalty: 439.874664
	Iteration 0F: 2 clusters Score -1035768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1025213.187500 Penalty: 879.749329
	Iteration 0F: 3 clusters Score -1025213 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1029408.000000 Penalty: 879.749329
	Iteration 1F: 3 clusters Score -1029408 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1029694.437500 Penalty: 879.749329
	Iteration 2Q: 3 clusters Score -1029694 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1030105.437500 Penalty: 879.749329
	Iteration 3F: 3 clusters Score -1030105 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1030855.437500 Penalty: 879.749329
	Iteration 4F: 3 clusters Score -1030855 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1032074.375000 Penalty: 879.749329
	Iteration 5F: 3 clusters Score -1032074 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1033561.187500 Penalty: 879.749329
	Iteration 6F: 3 clusters Score -1033561 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1034644.250000 Penalty: 879.749329
	Iteration 7F: 3 clusters Score -1034644 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1035125.750000 Penalty: 879.749329
	Iteration 8Q: 3 clusters Score -1035126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1035305.875000 Penalty: 879.749329
	Iteration 9Q: 3 clusters Score -1035306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1035392.625000 Penalty: 879.749329
	Iteration 10Q: 3 clusters Score -1035393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1035435.250000 Penalty: 879.749329
	Iteration 11Q: 3 clusters Score -1035435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1035448.375000 Penalty: 879.749329
	Iteration 12Q: 3 clusters Score -1035448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1035460.687500 Penalty: 879.749329
	Iteration 13Q: 3 clusters Score -1035461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1035478.437500 Penalty: 879.749329
	Iteration 14Q: 3 clusters Score -1035478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1035508.687500 Penalty: 879.749329
	Iteration 15Q: 3 clusters Score -1035509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1035533.500000 Penalty: 879.749329
	Iteration 16Q: 3 clusters Score -1035534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1035540.125000 Penalty: 879.749329
	Iteration 17Q: 3 clusters Score -1035540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1035542.187500 Penalty: 879.749329
	Iteration 18Q: 3 clusters Score -1035542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1035542.812500 Penalty: 879.749329
	Iteration 19Q: 3 clusters Score -1035543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1035571.875000 Penalty: 879.749329
	Iteration 20F: 3 clusters Score -1035572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1035625.000000 Penalty: 879.749329
	Iteration 21Q: 3 clusters Score -1035625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1035658.562500 Penalty: 879.749329
	Iteration 22Q: 3 clusters Score -1035659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1035675.125000 Penalty: 879.749329
	Iteration 23Q: 3 clusters Score -1035675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1035705.187500 Penalty: 879.749329
	Iteration 24Q: 3 clusters Score -1035705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1035733.437500 Penalty: 879.749329
	Iteration 25Q: 3 clusters Score -1035733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1035758.562500 Penalty: 879.749329
	Iteration 26Q: 3 clusters Score -1035759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1035770.625000 Penalty: 879.749329
	Iteration 27Q: 3 clusters Score -1035771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1035775.312500 Penalty: 879.749329
	Iteration 28Q: 3 clusters Score -1035775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1035776.312500 Penalty: 879.749329
	Iteration 29Q: 3 clusters Score -1035776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1035776.687500 Penalty: 879.749329
	Iteration 30Q: 3 clusters Score -1035777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1035777.875000 Penalty: 879.749329
	Iteration 31Q: 3 clusters Score -1035778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1035793.562500 Penalty: 879.749329
	Iteration 32F: 3 clusters Score -1035794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1035813.250000 Penalty: 879.749329
	Iteration 33Q: 3 clusters Score -1035813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1035817.937500 Penalty: 879.749329
	Iteration 34Q: 3 clusters Score -1035818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1035823.187500 Penalty: 879.749329
	Iteration 35Q: 3 clusters Score -1035823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1035825.312500 Penalty: 879.749329
	Iteration 36Q: 3 clusters Score -1035825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1035825.250000 Penalty: 879.749329
	Iteration 37Q: 3 clusters Score -1035825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1035825.250000 Penalty: 879.749329
	Iteration 38F: 3 clusters Score -1035825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 6258 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 43516 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 89321 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 77372 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79149 members 
Mstep: Class 15 contains 31292 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16858 members 
Mstep: Class 23 contains 50229 members 
Mstep: Class 24 contains 18530 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 20495 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79656 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7684 members 
Mstep: Class 33 contains 43572 members 
Mstep: Class 34 contains 198 members 
Entering Unmasked Estep 
Score: -42238560.000000 Penalty: 20813.578125
Splitting cluster 11 changes total score from -42238712.000000 to -42238560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (77372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Entering Unmasked Estep 
Score: -4868077.500000 Penalty: 512.165283
	Iteration 0F: 2 clusters Score -4868078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -4817274.000000 Penalty: 1024.330566
	Iteration 0F: 3 clusters Score -4817274 nChanged 37517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4838930.000000 Penalty: 1024.330566
	Iteration 1F: 3 clusters Score -4838930 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4839386.000000 Penalty: 1024.330566
	Iteration 2Q: 3 clusters Score -4839386 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -4840096.000000 Penalty: 1024.330566
	Iteration 3Q: 3 clusters Score -4840096 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -4841432.500000 Penalty: 1024.330566
	Iteration 4Q: 3 clusters Score -4841432 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -4844072.000000 Penalty: 1024.330566
	Iteration 5F: 3 clusters Score -4844072 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -4848876.000000 Penalty: 1024.330566
	Iteration 6F: 3 clusters Score -4848876 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -4856242.000000 Penalty: 1024.330566
	Iteration 7F: 3 clusters Score -4856242 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -4863396.000000 Penalty: 1024.330566
	Iteration 8F: 3 clusters Score -4863396 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -4866825.500000 Penalty: 1024.330566
	Iteration 9Q: 3 clusters Score -4866826 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -4867500.000000 Penalty: 1024.330566
	Iteration 10Q: 3 clusters Score -4867500 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -4867621.500000 Penalty: 1024.330566
	Iteration 11Q: 3 clusters Score -4867622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -4867667.000000 Penalty: 1024.330566
	Iteration 12Q: 3 clusters Score -4867667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -4867691.500000 Penalty: 1024.330566
	Iteration 13Q: 3 clusters Score -4867692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4867697.500000 Penalty: 1024.330566
	Iteration 14Q: 3 clusters Score -4867698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4867704.500000 Penalty: 1024.330566
	Iteration 15Q: 3 clusters Score -4867704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -4867718.500000 Penalty: 1024.330566
	Iteration 16Q: 3 clusters Score -4867718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4867720.500000 Penalty: 1024.330566
	Iteration 17Q: 3 clusters Score -4867720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4867729.000000 Penalty: 1024.330566
	Iteration 18Q: 3 clusters Score -4867729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4867734.500000 Penalty: 1024.330566
	Iteration 19Q: 3 clusters Score -4867734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -4867731.000000 Penalty: 1024.330566
	Iteration 20F: 3 clusters Score -4867731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -4867729.500000 Penalty: 1024.330566
	Iteration 21Q: 3 clusters Score -4867730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -4867734.000000 Penalty: 1024.330566
	Iteration 22Q: 3 clusters Score -4867734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -4867740.000000 Penalty: 1024.330566
	Iteration 23Q: 3 clusters Score -4867740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4867740.000000 Penalty: 1024.330566
	Iteration 24Q: 3 clusters Score -4867740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4867745.500000 Penalty: 1024.330566
	Iteration 25Q: 3 clusters Score -4867746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -4867744.500000 Penalty: 1024.330566
	Iteration 26Q: 3 clusters Score -4867744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -4867745.500000 Penalty: 1024.330566
	Iteration 27Q: 3 clusters Score -4867746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4867749.000000 Penalty: 1024.330566
	Iteration 28Q: 3 clusters Score -4867749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -4867744.500000 Penalty: 1024.330566
	Iteration 29Q: 3 clusters Score -4867744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4867745.500000 Penalty: 1024.330566
	Iteration 30Q: 3 clusters Score -4867746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4867745.500000 Penalty: 1024.330566
	Iteration 31F: 3 clusters Score -4867746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -94779.960938 Penalty: 332.017639
	Iteration 0F: 2 clusters Score -94779.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -93661.171875 Penalty: 664.035278
	Iteration 0F: 3 clusters Score -93661.17 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93972.984375 Penalty: 664.035278
	Iteration 1F: 3 clusters Score -93972.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -94046.609375 Penalty: 664.035278
	Iteration 2F: 3 clusters Score -94046.61 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94103.960938 Penalty: 664.035278
	Iteration 3F: 3 clusters Score -94103.96 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -94170.117188 Penalty: 664.035278
	Iteration 4F: 3 clusters Score -94170.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -94236.335938 Penalty: 664.035278
	Iteration 5F: 3 clusters Score -94236.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -94287.921875 Penalty: 664.035278
	Iteration 6Q: 3 clusters Score -94287.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -94318.742188 Penalty: 664.035278
	Iteration 7Q: 3 clusters Score -94318.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -94337.851562 Penalty: 664.035278
	Iteration 8Q: 3 clusters Score -94337.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -94359.414062 Penalty: 664.035278
	Iteration 9Q: 3 clusters Score -94359.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94382.937500 Penalty: 664.035278
	Iteration 10Q: 3 clusters Score -94382.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -94401.789062 Penalty: 664.035278
	Iteration 11Q: 3 clusters Score -94401.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -94415.773438 Penalty: 664.035278
	Iteration 12Q: 3 clusters Score -94415.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -94427.804688 Penalty: 664.035278
	Iteration 13Q: 3 clusters Score -94427.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -94438.609375 Penalty: 664.035278
	Iteration 14Q: 3 clusters Score -94438.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -94443.835938 Penalty: 664.035278
	Iteration 15Q: 3 clusters Score -94443.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -94447.390625 Penalty: 664.035278
	Iteration 16Q: 3 clusters Score -94447.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -94449.328125 Penalty: 664.035278
	Iteration 17Q: 3 clusters Score -94449.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -94450.539062 Penalty: 664.035278
	Iteration 18Q: 3 clusters Score -94450.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -94451.562500 Penalty: 664.035278
	Iteration 19Q: 3 clusters Score -94451.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -94452.281250 Penalty: 664.035278
	Iteration 20F: 3 clusters Score -94452.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -94453.335938 Penalty: 664.035278
	Iteration 21Q: 3 clusters Score -94453.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -94454.484375 Penalty: 664.035278
	Iteration 22Q: 3 clusters Score -94454.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -94455.757812 Penalty: 664.035278
	Iteration 23Q: 3 clusters Score -94455.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -94456.195312 Penalty: 664.035278
	Iteration 24Q: 3 clusters Score -94456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -94457.421875 Penalty: 664.035278
	Iteration 25Q: 3 clusters Score -94457.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -94458.460938 Penalty: 664.035278
	Iteration 26Q: 3 clusters Score -94458.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -94458.539062 Penalty: 664.035278
	Iteration 27Q: 3 clusters Score -94458.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -94458.710938 Penalty: 664.035278
	Iteration 28Q: 3 clusters Score -94458.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -94459.125000 Penalty: 664.035278
	Iteration 29Q: 3 clusters Score -94459.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -94459.632812 Penalty: 664.035278
	Iteration 30Q: 3 clusters Score -94459.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -94459.679688 Penalty: 664.035278
	Iteration 31Q: 3 clusters Score -94459.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -94459.679688 Penalty: 664.035278
	Iteration 32F: 3 clusters Score -94459.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Entering Unmasked Estep 
Score: -4736867.500000 Penalty: 513.198486
	Iteration 0F: 2 clusters Score -4736868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -4683619.000000 Penalty: 1026.396973
	Iteration 0F: 3 clusters Score -4683619 nChanged 38654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -4708467.000000 Penalty: 1026.396973
	Iteration 1F: 3 clusters Score -4708467 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -4711155.000000 Penalty: 1026.396973
	Iteration 2F: 3 clusters Score -4711155 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -4715416.000000 Penalty: 1026.396973
	Iteration 3F: 3 clusters Score -4715416 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -4720684.000000 Penalty: 1026.396973
	Iteration 4F: 3 clusters Score -4720684 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -4724872.000000 Penalty: 1026.396973
	Iteration 5F: 3 clusters Score -4724872 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -4727593.000000 Penalty: 1026.396973
	Iteration 6Q: 3 clusters Score -4727593 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -4729409.500000 Penalty: 1026.396973
	Iteration 7Q: 3 clusters Score -4729410 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -4730915.500000 Penalty: 1026.396973
	Iteration 8Q: 3 clusters Score -4730916 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -4732458.000000 Penalty: 1026.396973
	Iteration 9Q: 3 clusters Score -4732458 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -4733857.000000 Penalty: 1026.396973
	Iteration 10Q: 3 clusters Score -4733857 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -4734932.000000 Penalty: 1026.396973
	Iteration 11Q: 3 clusters Score -4734932 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -4735585.000000 Penalty: 1026.396973
	Iteration 12Q: 3 clusters Score -4735585 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -4736032.500000 Penalty: 1026.396973
	Iteration 13Q: 3 clusters Score -4736032 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -4736221.500000 Penalty: 1026.396973
	Iteration 14Q: 3 clusters Score -4736222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -4736354.000000 Penalty: 1026.396973
	Iteration 15Q: 3 clusters Score -4736354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -4736410.000000 Penalty: 1026.396973
	Iteration 16Q: 3 clusters Score -4736410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -4736443.500000 Penalty: 1026.396973
	Iteration 17Q: 3 clusters Score -4736444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -4736456.000000 Penalty: 1026.396973
	Iteration 18Q: 3 clusters Score -4736456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -4736463.500000 Penalty: 1026.396973
	Iteration 19Q: 3 clusters Score -4736464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -4736462.500000 Penalty: 1026.396973
	Iteration 20F: 3 clusters Score -4736462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -4736464.500000 Penalty: 1026.396973
	Iteration 21Q: 3 clusters Score -4736464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -4736466.500000 Penalty: 1026.396973
	Iteration 22Q: 3 clusters Score -4736466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -4736469.500000 Penalty: 1026.396973
	Iteration 23Q: 3 clusters Score -4736470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -4736467.000000 Penalty: 1026.396973
	Iteration 24Q: 3 clusters Score -4736467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -4736467.000000 Penalty: 1026.396973
	Iteration 25F: 3 clusters Score -4736467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Entering Unmasked Estep 
Score: -2039937.375000 Penalty: 470.975861
	Iteration 0F: 2 clusters Score -2039937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2019205.125000 Penalty: 941.951721
	Iteration 0F: 3 clusters Score -2019205 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2028697.875000 Penalty: 941.951721
	Iteration 1F: 3 clusters Score -2028698 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2029520.625000 Penalty: 941.951721
	Iteration 2F: 3 clusters Score -2029521 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2030625.750000 Penalty: 941.951721
	Iteration 3F: 3 clusters Score -2030626 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2031910.250000 Penalty: 941.951721
	Iteration 4F: 3 clusters Score -2031910 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2033160.375000 Penalty: 941.951721
	Iteration 5F: 3 clusters Score -2033160 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2034108.375000 Penalty: 941.951721
	Iteration 6F: 3 clusters Score -2034108 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2034683.250000 Penalty: 941.951721
	Iteration 7Q: 3 clusters Score -2034683 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2035008.625000 Penalty: 941.951721
	Iteration 8Q: 3 clusters Score -2035009 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2035240.625000 Penalty: 941.951721
	Iteration 9Q: 3 clusters Score -2035241 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2035468.750000 Penalty: 941.951721
	Iteration 10Q: 3 clusters Score -2035469 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2035675.875000 Penalty: 941.951721
	Iteration 11Q: 3 clusters Score -2035676 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2035898.875000 Penalty: 941.951721
	Iteration 12Q: 3 clusters Score -2035899 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -2036120.000000 Penalty: 941.951721
	Iteration 13Q: 3 clusters Score -2036120 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2036331.125000 Penalty: 941.951721
	Iteration 14Q: 3 clusters Score -2036331 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2036578.625000 Penalty: 941.951721
	Iteration 15Q: 3 clusters Score -2036579 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -2036820.250000 Penalty: 941.951721
	Iteration 16Q: 3 clusters Score -2036820 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2037091.625000 Penalty: 941.951721
	Iteration 17Q: 3 clusters Score -2037092 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -2037400.625000 Penalty: 941.951721
	Iteration 18Q: 3 clusters Score -2037401 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -2037681.750000 Penalty: 941.951721
	Iteration 19Q: 3 clusters Score -2037682 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2037944.375000 Penalty: 941.951721
	Iteration 20F: 3 clusters Score -2037944 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -2038173.125000 Penalty: 941.951721
	Iteration 21Q: 3 clusters Score -2038173 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2038411.375000 Penalty: 941.951721
	Iteration 22Q: 3 clusters Score -2038411 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -2038634.000000 Penalty: 941.951721
	Iteration 23Q: 3 clusters Score -2038634 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2038824.500000 Penalty: 941.951721
	Iteration 24Q: 3 clusters Score -2038824 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -2039000.375000 Penalty: 941.951721
	Iteration 25Q: 3 clusters Score -2039000 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -2039151.375000 Penalty: 941.951721
	Iteration 26Q: 3 clusters Score -2039151 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -2039253.875000 Penalty: 941.951721
	Iteration 27Q: 3 clusters Score -2039254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2039315.750000 Penalty: 941.951721
	Iteration 28Q: 3 clusters Score -2039316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -2039357.250000 Penalty: 941.951721
	Iteration 29Q: 3 clusters Score -2039357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -2039386.250000 Penalty: 941.951721
	Iteration 30Q: 3 clusters Score -2039386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -2039412.250000 Penalty: 941.951721
	Iteration 31Q: 3 clusters Score -2039412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -2039433.500000 Penalty: 941.951721
	Iteration 32Q: 3 clusters Score -2039434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2039450.375000 Penalty: 941.951721
	Iteration 33Q: 3 clusters Score -2039450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -2039477.125000 Penalty: 941.951721
	Iteration 34Q: 3 clusters Score -2039477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -2039500.625000 Penalty: 941.951721
	Iteration 35Q: 3 clusters Score -2039501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -2039518.875000 Penalty: 941.951721
	Iteration 36Q: 3 clusters Score -2039519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -2039526.250000 Penalty: 941.951721
	Iteration 37Q: 3 clusters Score -2039526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2039535.250000 Penalty: 941.951721
	Iteration 38Q: 3 clusters Score -2039535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -2039537.375000 Penalty: 941.951721
	Iteration 39Q: 3 clusters Score -2039537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -2039541.125000 Penalty: 941.951721
	Iteration 40F: 3 clusters Score -2039541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -2039540.375000 Penalty: 941.951721
	Iteration 41Q: 3 clusters Score -2039540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -2039540.375000 Penalty: 941.951721
	Iteration 42F: 3 clusters Score -2039540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47488.011719 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47488.01 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47826.535156 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47826.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47934.941406 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47934.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48001.484375 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -48001.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48031.164062 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -48031.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48052.230469 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -48052.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48071.906250 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48071.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48090.804688 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48101.585938 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48101.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48107.960938 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48107.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48111.140625 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48111.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48111.566406 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48111.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48111.566406 Penalty: 623.361511
	Iteration 12F: 3 clusters Score -48111.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -116375.203125 Penalty: 341.624878
	Iteration 0F: 2 clusters Score -116375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -115003.671875 Penalty: 683.249756
	Iteration 0F: 3 clusters Score -115003.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -115431.531250 Penalty: 683.249756
	Iteration 1F: 3 clusters Score -115431.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -115512.984375 Penalty: 683.249756
	Iteration 2F: 3 clusters Score -115513 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -115575.976562 Penalty: 683.249756
	Iteration 3F: 3 clusters Score -115576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -115613.921875 Penalty: 683.249756
	Iteration 4Q: 3 clusters Score -115613.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -115644.734375 Penalty: 683.249756
	Iteration 5Q: 3 clusters Score -115644.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -115679.750000 Penalty: 683.249756
	Iteration 6Q: 3 clusters Score -115679.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -115740.070312 Penalty: 683.249756
	Iteration 7Q: 3 clusters Score -115740.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -115810.757812 Penalty: 683.249756
	Iteration 8F: 3 clusters Score -115810.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -115877.070312 Penalty: 683.249756
	Iteration 9Q: 3 clusters Score -115877.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -115944.671875 Penalty: 683.249756
	Iteration 10Q: 3 clusters Score -115944.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -115984.117188 Penalty: 683.249756
	Iteration 11Q: 3 clusters Score -115984.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -116016.539062 Penalty: 683.249756
	Iteration 12Q: 3 clusters Score -116016.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -116036.968750 Penalty: 683.249756
	Iteration 13Q: 3 clusters Score -116037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -116048.382812 Penalty: 683.249756
	Iteration 14Q: 3 clusters Score -116048.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -116057.875000 Penalty: 683.249756
	Iteration 15Q: 3 clusters Score -116057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -116062.804688 Penalty: 683.249756
	Iteration 16Q: 3 clusters Score -116062.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -116067.773438 Penalty: 683.249756
	Iteration 17Q: 3 clusters Score -116067.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -116072.601562 Penalty: 683.249756
	Iteration 18Q: 3 clusters Score -116072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -116076.609375 Penalty: 683.249756
	Iteration 19Q: 3 clusters Score -116076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -116079.250000 Penalty: 683.249756
	Iteration 20F: 3 clusters Score -116079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -116079.398438 Penalty: 683.249756
	Iteration 21Q: 3 clusters Score -116079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -116079.398438 Penalty: 683.249756
	Iteration 22F: 3 clusters Score -116079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -66033.734375 Penalty: 324.016998
	Iteration 0F: 2 clusters Score -66033.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65083.539062 Penalty: 648.033997
	Iteration 0F: 3 clusters Score -65083.54 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65459.382812 Penalty: 648.033997
	Iteration 1F: 3 clusters Score -65459.38 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65574.242188 Penalty: 648.033997
	Iteration 2F: 3 clusters Score -65574.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65660.750000 Penalty: 648.033997
	Iteration 3F: 3 clusters Score -65660.75 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65715.562500 Penalty: 648.033997
	Iteration 4F: 3 clusters Score -65715.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -65758.554688 Penalty: 648.033997
	Iteration 5Q: 3 clusters Score -65758.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -65771.937500 Penalty: 648.033997
	Iteration 6Q: 3 clusters Score -65771.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65778.289062 Penalty: 648.033997
	Iteration 7Q: 3 clusters Score -65778.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65779.789062 Penalty: 648.033997
	Iteration 8Q: 3 clusters Score -65779.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -65781.687500 Penalty: 648.033997
	Iteration 9Q: 3 clusters Score -65781.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -65784.882812 Penalty: 648.033997
	Iteration 10Q: 3 clusters Score -65784.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -65786.703125 Penalty: 648.033997
	Iteration 11Q: 3 clusters Score -65786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -65787.398438 Penalty: 648.033997
	Iteration 12Q: 3 clusters Score -65787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -65787.835938 Penalty: 648.033997
	Iteration 13Q: 3 clusters Score -65787.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -65787.835938 Penalty: 648.033997
	Iteration 14F: 3 clusters Score -65787.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -153767.234375 Penalty: 355.278687
	Iteration 0F: 2 clusters Score -153767.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -152071.968750 Penalty: 710.557373
	Iteration 0F: 3 clusters Score -152072 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -152645.234375 Penalty: 710.557373
	Iteration 1F: 3 clusters Score -152645.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -152725.343750 Penalty: 710.557373
	Iteration 2F: 3 clusters Score -152725.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -152808.828125 Penalty: 710.557373
	Iteration 3F: 3 clusters Score -152808.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -152876.250000 Penalty: 710.557373
	Iteration 4Q: 3 clusters Score -152876.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -152966.671875 Penalty: 710.557373
	Iteration 5F: 3 clusters Score -152966.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -153046.875000 Penalty: 710.557373
	Iteration 6Q: 3 clusters Score -153046.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153121.187500 Penalty: 710.557373
	Iteration 7Q: 3 clusters Score -153121.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -153187.328125 Penalty: 710.557373
	Iteration 8Q: 3 clusters Score -153187.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -153235.234375 Penalty: 710.557373
	Iteration 9Q: 3 clusters Score -153235.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -153286.156250 Penalty: 710.557373
	Iteration 10Q: 3 clusters Score -153286.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -153318.109375 Penalty: 710.557373
	Iteration 11Q: 3 clusters Score -153318.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -153336.843750 Penalty: 710.557373
	Iteration 12Q: 3 clusters Score -153336.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -153349.609375 Penalty: 710.557373
	Iteration 13Q: 3 clusters Score -153349.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -153359.140625 Penalty: 710.557373
	Iteration 14Q: 3 clusters Score -153359.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -153367.375000 Penalty: 710.557373
	Iteration 15Q: 3 clusters Score -153367.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -153376.218750 Penalty: 710.557373
	Iteration 16Q: 3 clusters Score -153376.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -153387.281250 Penalty: 710.557373
	Iteration 17Q: 3 clusters Score -153387.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -153396.750000 Penalty: 710.557373
	Iteration 18Q: 3 clusters Score -153396.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -153402.296875 Penalty: 710.557373
	Iteration 19Q: 3 clusters Score -153402.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -153405.328125 Penalty: 710.557373
	Iteration 20F: 3 clusters Score -153405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -153407.562500 Penalty: 710.557373
	Iteration 21Q: 3 clusters Score -153407.6 nChanged 6
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: -153408.953125 Penalty: 710.557373
	Iteration 22Q: 3 clusters Score -153409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -153411.718750 Penalty: 710.557373
	Iteration 23Q: 3 clusters Score -153411.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -153415.859375 Penalty: 710.557373
	Iteration 24Q: 3 clusters Score -153415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -153420.531250 Penalty: 710.557373
	Iteration 25Q: 3 clusters Score -153420.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -153425.109375 Penalty: 710.557373
	Iteration 26Q: 3 clusters Score -153425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -153427.218750 Penalty: 710.557373
	Iteration 27Q: 3 clusters Score -153427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -153429.937500 Penalty: 710.557373
	Iteration 28Q: 3 clusters Score -153429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -153434.796875 Penalty: 710.557373
	Iteration 29Q: 3 clusters Score -153434.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -153437.609375 Penalty: 710.557373
	Iteration 30Q: 3 clusters Score -153437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -153438.640625 Penalty: 710.557373
	Iteration 31Q: 3 clusters Score -153438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -153439.625000 Penalty: 710.557373
	Iteration 32Q: 3 clusters Score -153439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -153440.578125 Penalty: 710.557373
	Iteration 33Q: 3 clusters Score -153440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -153441.015625 Penalty: 710.557373
	Iteration 34Q: 3 clusters Score -153441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -153441.125000 Penalty: 710.557373
	Iteration 35Q: 3 clusters Score -153441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -153441.390625 Penalty: 710.557373
	Iteration 36Q: 3 clusters Score -153441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -153441.656250 Penalty: 710.557373
	Iteration 37Q: 3 clusters Score -153441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -153441.656250 Penalty: 710.557373
	Iteration 38F: 3 clusters Score -153441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4781.351562 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4781.352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4843.439941 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4843.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4853.255859 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -4853.256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4856.793945 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4856.794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4862.792969 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -4862.793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4873.312988 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -4873.313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4877.289062 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -4877.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4877.289062 Penalty: 434.132324
	Iteration 7F: 3 clusters Score -4877.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -32373.779297 Penalty: 285.587280
	Iteration 0F: 2 clusters Score -32373.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31855.113281 Penalty: 571.174561
	Iteration 0F: 3 clusters Score -31855.11 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31988.216797 Penalty: 571.174561
	Iteration 1F: 3 clusters Score -31988.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32018.080078 Penalty: 571.174561
	Iteration 2F: 3 clusters Score -32018.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32033.859375 Penalty: 571.174561
	Iteration 3Q: 3 clusters Score -32033.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32044.966797 Penalty: 571.174561
	Iteration 4Q: 3 clusters Score -32044.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32049.078125 Penalty: 571.174561
	Iteration 5Q: 3 clusters Score -32049.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32053.179688 Penalty: 571.174561
	Iteration 6Q: 3 clusters Score -32053.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32061.757812 Penalty: 571.174561
	Iteration 7Q: 3 clusters Score -32061.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32069.882812 Penalty: 571.174561
	Iteration 8Q: 3 clusters Score -32069.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32071.984375 Penalty: 571.174561
	Iteration 9Q: 3 clusters Score -32071.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32074.599609 Penalty: 571.174561
	Iteration 10Q: 3 clusters Score -32074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32077.542969 Penalty: 571.174561
	Iteration 11Q: 3 clusters Score -32077.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32080.003906 Penalty: 571.174561
	Iteration 12Q: 3 clusters Score -32080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32081.462891 Penalty: 571.174561
	Iteration 13Q: 3 clusters Score -32081.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32083.236328 Penalty: 571.174561
	Iteration 14Q: 3 clusters Score -32083.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32083.650391 Penalty: 571.174561
	Iteration 15Q: 3 clusters Score -32083.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32084.203125 Penalty: 571.174561
	Iteration 16Q: 3 clusters Score -32084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32084.203125 Penalty: 571.174561
	Iteration 17F: 3 clusters Score -32084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Entering Unmasked Estep 
Score: -1123231.500000 Penalty: 442.832397
	Iteration 0F: 2 clusters Score -1123232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1112021.500000 Penalty: 885.664795
	Iteration 0F: 3 clusters Score -1112022 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1116604.750000 Penalty: 885.664795
	Iteration 1F: 3 clusters Score -1116605 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1116890.250000 Penalty: 885.664795
	Iteration 2Q: 3 clusters Score -1116890 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1117300.875000 Penalty: 885.664795
	Iteration 3F: 3 clusters Score -1117301 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1117863.125000 Penalty: 885.664795
	Iteration 4F: 3 clusters Score -1117863 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1118659.250000 Penalty: 885.664795
	Iteration 5F: 3 clusters Score -1118659 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1119595.250000 Penalty: 885.664795
	Iteration 6F: 3 clusters Score -1119595 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1120449.625000 Penalty: 885.664795
	Iteration 7F: 3 clusters Score -1120450 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1120971.375000 Penalty: 885.664795
	Iteration 8F: 3 clusters Score -1120971 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1121196.250000 Penalty: 885.664795
	Iteration 9Q: 3 clusters Score -1121196 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1121349.875000 Penalty: 885.664795
	Iteration 10Q: 3 clusters Score -1121350 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1121463.500000 Penalty: 885.664795
	Iteration 11Q: 3 clusters Score -1121464 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1121542.875000 Penalty: 885.664795
	Iteration 12Q: 3 clusters Score -1121543 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1121613.875000 Penalty: 885.664795
	Iteration 13Q: 3 clusters Score -1121614 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1121660.750000 Penalty: 885.664795
	Iteration 14Q: 3 clusters Score -1121661 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1121701.125000 Penalty: 885.664795
	Iteration 15Q: 3 clusters Score -1121701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1121730.500000 Penalty: 885.664795
	Iteration 16Q: 3 clusters Score -1121730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1121752.375000 Penalty: 885.664795
	Iteration 17Q: 3 clusters Score -1121752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1121770.625000 Penalty: 885.664795
	Iteration 18Q: 3 clusters Score -1121771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1121786.750000 Penalty: 885.664795
	Iteration 19Q: 3 clusters Score -1121787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1121797.750000 Penalty: 885.664795
	Iteration 20F: 3 clusters Score -1121798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1121809.250000 Penalty: 885.664795
	Iteration 21Q: 3 clusters Score -1121809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1121823.625000 Penalty: 885.664795
	Iteration 22Q: 3 clusters Score -1121824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1121829.875000 Penalty: 885.664795
	Iteration 23Q: 3 clusters Score -1121830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1121839.750000 Penalty: 885.664795
	Iteration 24Q: 3 clusters Score -1121840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1121847.875000 Penalty: 885.664795
	Iteration 25Q: 3 clusters Score -1121848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1121848.750000 Penalty: 885.664795
	Iteration 26Q: 3 clusters Score -1121849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1121848.750000 Penalty: 885.664795
	Iteration 27Q: 3 clusters Score -1121849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1121849.625000 Penalty: 885.664795
	Iteration 28Q: 3 clusters Score -1121850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1121851.625000 Penalty: 885.664795
	Iteration 29Q: 3 clusters Score -1121852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1121852.000000 Penalty: 885.664795
	Iteration 30Q: 3 clusters Score -1121852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1121854.375000 Penalty: 885.664795
	Iteration 31Q: 3 clusters Score -1121854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1121852.625000 Penalty: 885.664795
	Iteration 32Q: 3 clusters Score -1121853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1121855.375000 Penalty: 885.664795
	Iteration 33Q: 3 clusters Score -1121855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1121853.625000 Penalty: 885.664795
	Iteration 34Q: 3 clusters Score -1121854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1121855.500000 Penalty: 885.664795
	Iteration 35Q: 3 clusters Score -1121856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1121856.875000 Penalty: 885.664795
	Iteration 36Q: 3 clusters Score -1121857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1121857.125000 Penalty: 885.664795
	Iteration 37Q: 3 clusters Score -1121857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1121856.750000 Penalty: 885.664795
	Iteration 38Q: 3 clusters Score -1121857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1121858.250000 Penalty: 885.664795
	Iteration 39Q: 3 clusters Score -1121858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1121859.250000 Penalty: 885.664795
	Iteration 40F: 3 clusters Score -1121859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1121859.750000 Penalty: 885.664795
	Iteration 41Q: 3 clusters Score -1121860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1121860.500000 Penalty: 885.664795
	Iteration 42Q: 3 clusters Score -1121860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1121860.500000 Penalty: 885.664795
	Iteration 43F: 3 clusters Score -1121860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Entering Unmasked Estep 
Score: -3271043.250000 Penalty: 492.507812
	Iteration 0F: 2 clusters Score -3271043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3238367.250000 Penalty: 985.015625
	Iteration 0F: 3 clusters Score -3238367 nChanged 24165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3254216.500000 Penalty: 985.015625
	Iteration 1F: 3 clusters Score -3254216 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3256094.750000 Penalty: 985.015625
	Iteration 2F: 3 clusters Score -3256095 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3258773.250000 Penalty: 985.015625
	Iteration 3F: 3 clusters Score -3258773 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -3261718.750000 Penalty: 985.015625
	Iteration 4F: 3 clusters Score -3261719 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -3264821.000000 Penalty: 985.015625
	Iteration 5F: 3 clusters Score -3264821 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -3266277.750000 Penalty: 985.015625
	Iteration 6Q: 3 clusters Score -3266278 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -3266837.750000 Penalty: 985.015625
	Iteration 7Q: 3 clusters Score -3266838 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -3267233.750000 Penalty: 985.015625
	Iteration 8Q: 3 clusters Score -3267234 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -3267574.750000 Penalty: 985.015625
	Iteration 9Q: 3 clusters Score -3267575 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -3267992.250000 Penalty: 985.015625
	Iteration 10Q: 3 clusters Score -3267992 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -3268396.250000 Penalty: 985.015625
	Iteration 11Q: 3 clusters Score -3268396 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -3268798.500000 Penalty: 985.015625
	Iteration 12Q: 3 clusters Score -3268798 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -3269240.250000 Penalty: 985.015625
	Iteration 13Q: 3 clusters Score -3269240 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -3269661.750000 Penalty: 985.015625
	Iteration 14Q: 3 clusters Score -3269662 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -3270034.500000 Penalty: 985.015625
	Iteration 15Q: 3 clusters Score -3270034 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -3270332.000000 Penalty: 985.015625
	Iteration 16Q: 3 clusters Score -3270332 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -3270547.500000 Penalty: 985.015625
	Iteration 17Q: 3 clusters Score -3270548 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -3270700.250000 Penalty: 985.015625
	Iteration 18Q: 3 clusters Score -3270700 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -3270800.750000 Penalty: 985.015625
	Iteration 19Q: 3 clusters Score -3270801 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -3270853.250000 Penalty: 985.015625
	Iteration 20F: 3 clusters Score -3270853 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -3270864.750000 Penalty: 985.015625
	Iteration 21Q: 3 clusters Score -3270865 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -3270853.000000 Penalty: 985.015625
	Iteration 22Q: 3 clusters Score -3270853 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -3270838.500000 Penalty: 985.015625
	Iteration 23Q: 3 clusters Score -3270838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -3270807.750000 Penalty: 985.015625
	Iteration 24Q: 3 clusters Score -3270808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -3270795.500000 Penalty: 985.015625
	Iteration 25Q: 3 clusters Score -3270796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -3270797.500000 Penalty: 985.015625
	Iteration 26Q: 3 clusters Score -3270798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -3270788.500000 Penalty: 985.015625
	Iteration 27Q: 3 clusters Score -3270788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -3270780.250000 Penalty: 985.015625
	Iteration 28Q: 3 clusters Score -3270780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -3270779.000000 Penalty: 985.015625
	Iteration 29Q: 3 clusters Score -3270779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3270779.500000 Penalty: 985.015625
	Iteration 30Q: 3 clusters Score -3270780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -3270790.750000 Penalty: 985.015625
	Iteration 31Q: 3 clusters Score -3270791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -3270795.500000 Penalty: 985.015625
	Iteration 32Q: 3 clusters Score -3270796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -3270791.750000 Penalty: 985.015625
	Iteration 33Q: 3 clusters Score -3270792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -3270790.250000 Penalty: 985.015625
	Iteration 34Q: 3 clusters Score -3270790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -3270787.500000 Penalty: 985.015625
	Iteration 35Q: 3 clusters Score -3270788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -3270791.500000 Penalty: 985.015625
	Iteration 36Q: 3 clusters Score -3270792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -3270790.000000 Penalty: 985.015625
	Iteration 37Q: 3 clusters Score -3270790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -3270792.750000 Penalty: 985.015625
	Iteration 38Q: 3 clusters Score -3270793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -3270792.750000 Penalty: 985.015625
	Iteration 39F: 3 clusters Score -3270793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Entering Unmasked Estep 
Score: -1166703.250000 Penalty: 447.135162
	Iteration 0F: 2 clusters Score -1166703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1154361.500000 Penalty: 894.270325
	Iteration 0F: 3 clusters Score -1154362 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1160060.750000 Penalty: 894.270325
	Iteration 1F: 3 clusters Score -1160061 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1160468.625000 Penalty: 894.270325
	Iteration 2F: 3 clusters Score -1160469 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1160930.875000 Penalty: 894.270325
	Iteration 3F: 3 clusters Score -1160931 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1161559.500000 Penalty: 894.270325
	Iteration 4F: 3 clusters Score -1161560 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1162290.000000 Penalty: 894.270325
	Iteration 5F: 3 clusters Score -1162290 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1163047.000000 Penalty: 894.270325
	Iteration 6F: 3 clusters Score -1163047 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1163631.625000 Penalty: 894.270325
	Iteration 7Q: 3 clusters Score -1163632 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1163930.500000 Penalty: 894.270325
	Iteration 8Q: 3 clusters Score -1163930 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1164089.250000 Penalty: 894.270325
	Iteration 9Q: 3 clusters Score -1164089 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1164205.500000 Penalty: 894.270325
	Iteration 10Q: 3 clusters Score -1164206 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1164287.375000 Penalty: 894.270325
	Iteration 11Q: 3 clusters Score -1164287 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1164349.250000 Penalty: 894.270325
	Iteration 12Q: 3 clusters Score -1164349 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1164414.625000 Penalty: 894.270325
	Iteration 13Q: 3 clusters Score -1164415 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1164478.750000 Penalty: 894.270325
	Iteration 14Q: 3 clusters Score -1164479 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1164557.625000 Penalty: 894.270325
	Iteration 15Q: 3 clusters Score -1164558 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1164621.000000 Penalty: 894.270325
	Iteration 16Q: 3 clusters Score -1164621 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1164689.375000 Penalty: 894.270325
	Iteration 17Q: 3 clusters Score -1164689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1164754.625000 Penalty: 894.270325
	Iteration 18Q: 3 clusters Score -1164755 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1164819.000000 Penalty: 894.270325
	Iteration 19Q: 3 clusters Score -1164819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1164886.250000 Penalty: 894.270325
	Iteration 20F: 3 clusters Score -1164886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1164946.125000 Penalty: 894.270325
	Iteration 21Q: 3 clusters Score -1164946 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1165004.250000 Penalty: 894.270325
	Iteration 22Q: 3 clusters Score -1165004 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1165056.000000 Penalty: 894.270325
	Iteration 23Q: 3 clusters Score -1165056 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1165102.250000 Penalty: 894.270325
	Iteration 24Q: 3 clusters Score -1165102 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1165164.875000 Penalty: 894.270325
	Iteration 25Q: 3 clusters Score -1165165 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1165227.500000 Penalty: 894.270325
	Iteration 26Q: 3 clusters Score -1165228 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1165297.750000 Penalty: 894.270325
	Iteration 27Q: 3 clusters Score -1165298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1165366.000000 Penalty: 894.270325
	Iteration 28Q: 3 clusters Score -1165366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1165445.625000 Penalty: 894.270325
	Iteration 29Q: 3 clusters Score -1165446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1165504.250000 Penalty: 894.270325
	Iteration 30Q: 3 clusters Score -1165504 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1165555.875000 Penalty: 894.270325
	Iteration 31Q: 3 clusters Score -1165556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1165610.875000 Penalty: 894.270325
	Iteration 32Q: 3 clusters Score -1165611 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1165668.500000 Penalty: 894.270325
	Iteration 33Q: 3 clusters Score -1165668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1165742.500000 Penalty: 894.270325
	Iteration 34Q: 3 clusters Score -1165742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1165821.000000 Penalty: 894.270325
	Iteration 35Q: 3 clusters Score -1165821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1165894.125000 Penalty: 894.270325
	Iteration 36Q: 3 clusters Score -1165894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1165965.250000 Penalty: 894.270325
	Iteration 37Q: 3 clusters Score -1165965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1166034.125000 Penalty: 894.270325
	Iteration 38Q: 3 clusters Score -1166034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1166075.500000 Penalty: 894.270325
	Iteration 39Q: 3 clusters Score -1166076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1166117.625000 Penalty: 894.270325
	Iteration 40F: 3 clusters Score -1166118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1166150.000000 Penalty: 894.270325
	Iteration 41Q: 3 clusters Score -1166150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1166177.500000 Penalty: 894.270325
	Iteration 42Q: 3 clusters Score -1166178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1166203.125000 Penalty: 894.270325
	Iteration 43Q: 3 clusters Score -1166203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1166223.375000 Penalty: 894.270325
	Iteration 44Q: 3 clusters Score -1166223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1166238.500000 Penalty: 894.270325
	Iteration 45Q: 3 clusters Score -1166238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1166251.375000 Penalty: 894.270325
	Iteration 46Q: 3 clusters Score -1166251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1166265.500000 Penalty: 894.270325
	Iteration 47Q: 3 clusters Score -1166266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1166272.250000 Penalty: 894.270325
	Iteration 48Q: 3 clusters Score -1166272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1166279.875000 Penalty: 894.270325
	Iteration 49Q: 3 clusters Score -1166280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1166286.750000 Penalty: 894.270325
	Iteration 50Q: 3 clusters Score -1166287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1166295.250000 Penalty: 894.270325
	Iteration 51Q: 3 clusters Score -1166295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1166302.625000 Penalty: 894.270325
	Iteration 52Q: 3 clusters Score -1166303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1166305.750000 Penalty: 894.270325
	Iteration 53Q: 3 clusters Score -1166306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1166311.000000 Penalty: 894.270325
	Iteration 54Q: 3 clusters Score -1166311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1166315.500000 Penalty: 894.270325
	Iteration 55Q: 3 clusters Score -1166316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1166316.625000 Penalty: 894.270325
	Iteration 56Q: 3 clusters Score -1166317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1166318.000000 Penalty: 894.270325
	Iteration 57Q: 3 clusters Score -1166318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1166319.250000 Penalty: 894.270325
	Iteration 58Q: 3 clusters Score -1166319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1166319.500000 Penalty: 894.270325
	Iteration 59Q: 3 clusters Score -1166320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1166319.500000 Penalty: 894.270325
	Iteration 60F: 3 clusters Score -1166320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1799.010132 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1799.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1850.910156 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1850.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -95838.601562 Penalty: 337.115692
	Iteration 0F: 2 clusters Score -95838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -94607.789062 Penalty: 674.231384
	Iteration 0F: 3 clusters Score -94607.79 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -95019.046875 Penalty: 674.231384
	Iteration 1F: 3 clusters Score -95019.05 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -95120.085938 Penalty: 674.231384
	Iteration 2F: 3 clusters Score -95120.09 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -95208.710938 Penalty: 674.231384
	Iteration 3F: 3 clusters Score -95208.71 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -95275.140625 Penalty: 674.231384
	Iteration 4F: 3 clusters Score -95275.14 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -95324.398438 Penalty: 674.231384
	Iteration 5Q: 3 clusters Score -95324.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -95369.062500 Penalty: 674.231384
	Iteration 6Q: 3 clusters Score -95369.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -95406.078125 Penalty: 674.231384
	Iteration 7Q: 3 clusters Score -95406.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -95442.906250 Penalty: 674.231384
	Iteration 8Q: 3 clusters Score -95442.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -95464.062500 Penalty: 674.231384
	Iteration 9Q: 3 clusters Score -95464.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -95479.585938 Penalty: 674.231384
	Iteration 10Q: 3 clusters Score -95479.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -95489.476562 Penalty: 674.231384
	Iteration 11Q: 3 clusters Score -95489.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -95493.593750 Penalty: 674.231384
	Iteration 12Q: 3 clusters Score -95493.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -95496.937500 Penalty: 674.231384
	Iteration 13Q: 3 clusters Score -95496.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -95500.070312 Penalty: 674.231384
	Iteration 14Q: 3 clusters Score -95500.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -95503.968750 Penalty: 674.231384
	Iteration 15Q: 3 clusters Score -95503.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -95511.640625 Penalty: 674.231384
	Iteration 16Q: 3 clusters Score -95511.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -95520.117188 Penalty: 674.231384
	Iteration 17Q: 3 clusters Score -95520.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -95525.609375 Penalty: 674.231384
	Iteration 18Q: 3 clusters Score -95525.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -95530.976562 Penalty: 674.231384
	Iteration 19Q: 3 clusters Score -95530.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -95533.789062 Penalty: 674.231384
	Iteration 20F: 3 clusters Score -95533.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -95535.640625 Penalty: 674.231384
	Iteration 21Q: 3 clusters Score -95535.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -95537.203125 Penalty: 674.231384
	Iteration 22Q: 3 clusters Score -95537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -95539.617188 Penalty: 674.231384
	Iteration 23Q: 3 clusters Score -95539.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -95541.093750 Penalty: 674.231384
	Iteration 24Q: 3 clusters Score -95541.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -95541.726562 Penalty: 674.231384
	Iteration 25Q: 3 clusters Score -95541.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -95544.125000 Penalty: 674.231384
	Iteration 26Q: 3 clusters Score -95544.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -95545.015625 Penalty: 674.231384
	Iteration 27Q: 3 clusters Score -95545.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -95545.234375 Penalty: 674.231384
	Iteration 28Q: 3 clusters Score -95545.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -95545.234375 Penalty: 674.231384
	Iteration 29F: 3 clusters Score -95545.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -220041.578125 Penalty: 368.252533
	Iteration 0F: 2 clusters Score -220041.6 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 1591 members 
Entering Unmasked Estep 
Score: -217741.265625 Penalty: 736.505066
	Iteration 0F: 3 clusters Score -217741.3 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -218609.625000 Penalty: 736.505066
	Iteration 1F: 3 clusters Score -218609.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -218747.656250 Penalty: 736.505066
	Iteration 2F: 3 clusters Score -218747.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218884.578125 Penalty: 736.505066
	Iteration 3F: 3 clusters Score -218884.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219042.187500 Penalty: 736.505066
	Iteration 4F: 3 clusters Score -219042.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219236.328125 Penalty: 736.505066
	Iteration 5F: 3 clusters Score -219236.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -219373.593750 Penalty: 736.505066
	Iteration 6Q: 3 clusters Score -219373.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -219451.921875 Penalty: 736.505066
	Iteration 7Q: 3 clusters Score -219451.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -219511.234375 Penalty: 736.505066
	Iteration 8Q: 3 clusters Score -219511.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -219559.796875 Penalty: 736.505066
	Iteration 9Q: 3 clusters Score -219559.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -219601.390625 Penalty: 736.505066
	Iteration 10Q: 3 clusters Score -219601.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -219641.328125 Penalty: 736.505066
	Iteration 11Q: 3 clusters Score -219641.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -219660.015625 Penalty: 736.505066
	Iteration 12Q: 3 clusters Score -219660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -219675.390625 Penalty: 736.505066
	Iteration 13Q: 3 clusters Score -219675.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -219683.531250 Penalty: 736.505066
	Iteration 14Q: 3 clusters Score -219683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -219693.187500 Penalty: 736.505066
	Iteration 15Q: 3 clusters Score -219693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -219700.875000 Penalty: 736.505066
	Iteration 16Q: 3 clusters Score -219700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -219705.640625 Penalty: 736.505066
	Iteration 17Q: 3 clusters Score -219705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -219709.078125 Penalty: 736.505066
	Iteration 18Q: 3 clusters Score -219709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -219712.968750 Penalty: 736.505066
	Iteration 19Q: 3 clusters Score -219713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -219717.750000 Penalty: 736.505066
	Iteration 20F: 3 clusters Score -219717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -219724.375000 Penalty: 736.505066
	Iteration 21Q: 3 clusters Score -219724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -219726.890625 Penalty: 736.505066
	Iteration 22Q: 3 clusters Score -219726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -219729.234375 Penalty: 736.505066
	Iteration 23Q: 3 clusters Score -219729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -219730.671875 Penalty: 736.505066
	Iteration 24Q: 3 clusters Score -219730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -219732.171875 Penalty: 736.505066
	Iteration 25Q: 3 clusters Score -219732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -219733.109375 Penalty: 736.505066
	Iteration 26Q: 3 clusters Score -219733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -219733.921875 Penalty: 736.505066
	Iteration 27Q: 3 clusters Score -219733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -219733.921875 Penalty: 736.505066
	Iteration 28F: 3 clusters Score -219733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Entering Unmasked Estep 
Score: -1339899.250000 Penalty: 451.721100
	Iteration 0F: 2 clusters Score -1339899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1326164.125000 Penalty: 903.442200
	Iteration 0F: 3 clusters Score -1326164 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1332483.375000 Penalty: 903.442200
	Iteration 1F: 3 clusters Score -1332483 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1333572.875000 Penalty: 903.442200
	Iteration 2F: 3 clusters Score -1333573 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1334975.375000 Penalty: 903.442200
	Iteration 3F: 3 clusters Score -1334975 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1336479.375000 Penalty: 903.442200
	Iteration 4F: 3 clusters Score -1336479 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1337746.000000 Penalty: 903.442200
	Iteration 5F: 3 clusters Score -1337746 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1338493.750000 Penalty: 903.442200
	Iteration 6Q: 3 clusters Score -1338494 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1338791.250000 Penalty: 903.442200
	Iteration 7Q: 3 clusters Score -1338791 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1338960.000000 Penalty: 903.442200
	Iteration 8Q: 3 clusters Score -1338960 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1339080.750000 Penalty: 903.442200
	Iteration 9Q: 3 clusters Score -1339081 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1339182.625000 Penalty: 903.442200
	Iteration 10Q: 3 clusters Score -1339183 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1339262.375000 Penalty: 903.442200
	Iteration 11Q: 3 clusters Score -1339262 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1339306.750000 Penalty: 903.442200
	Iteration 12Q: 3 clusters Score -1339307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1339346.125000 Penalty: 903.442200
	Iteration 13Q: 3 clusters Score -1339346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1339371.625000 Penalty: 903.442200
	Iteration 14Q: 3 clusters Score -1339372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1339390.500000 Penalty: 903.442200
	Iteration 15Q: 3 clusters Score -1339390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1339404.250000 Penalty: 903.442200
	Iteration 16Q: 3 clusters Score -1339404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1339417.125000 Penalty: 903.442200
	Iteration 17Q: 3 clusters Score -1339417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1339422.625000 Penalty: 903.442200
	Iteration 18Q: 3 clusters Score -1339423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1339427.125000 Penalty: 903.442200
	Iteration 19Q: 3 clusters Score -1339427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1339431.875000 Penalty: 903.442200
	Iteration 20F: 3 clusters Score -1339432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1339438.875000 Penalty: 903.442200
	Iteration 21Q: 3 clusters Score -1339439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1339447.000000 Penalty: 903.442200
	Iteration 22Q: 3 clusters Score -1339447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1339452.625000 Penalty: 903.442200
	Iteration 23Q: 3 clusters Score -1339453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1339456.875000 Penalty: 903.442200
	Iteration 24Q: 3 clusters Score -1339457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1339463.000000 Penalty: 903.442200
	Iteration 25Q: 3 clusters Score -1339463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1339462.625000 Penalty: 903.442200
	Iteration 26Q: 3 clusters Score -1339463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1339466.625000 Penalty: 903.442200
	Iteration 27Q: 3 clusters Score -1339467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1339467.625000 Penalty: 903.442200
	Iteration 28Q: 3 clusters Score -1339468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1339470.500000 Penalty: 903.442200
	Iteration 29Q: 3 clusters Score -1339470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1339474.750000 Penalty: 903.442200
	Iteration 30Q: 3 clusters Score -1339475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1339474.375000 Penalty: 903.442200
	Iteration 31Q: 3 clusters Score -1339474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1339480.875000 Penalty: 903.442200
	Iteration 32Q: 3 clusters Score -1339481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1339479.750000 Penalty: 903.442200
	Iteration 33Q: 3 clusters Score -1339480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1339488.000000 Penalty: 903.442200
	Iteration 34Q: 3 clusters Score -1339488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1339492.625000 Penalty: 903.442200
	Iteration 35Q: 3 clusters Score -1339493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1339499.250000 Penalty: 903.442200
	Iteration 36Q: 3 clusters Score -1339499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1339502.500000 Penalty: 903.442200
	Iteration 37Q: 3 clusters Score -1339502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1339508.000000 Penalty: 903.442200
	Iteration 38Q: 3 clusters Score -1339508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1339515.375000 Penalty: 903.442200
	Iteration 39Q: 3 clusters Score -1339515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1339521.875000 Penalty: 903.442200
	Iteration 40F: 3 clusters Score -1339522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1339524.750000 Penalty: 903.442200
	Iteration 41Q: 3 clusters Score -1339525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1339524.625000 Penalty: 903.442200
	Iteration 42Q: 3 clusters Score -1339525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1339527.250000 Penalty: 903.442200
	Iteration 43Q: 3 clusters Score -1339527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1339530.875000 Penalty: 903.442200
	Iteration 44Q: 3 clusters Score -1339531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1339531.750000 Penalty: 903.442200
	Iteration 45Q: 3 clusters Score -1339532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1339533.125000 Penalty: 903.442200
	Iteration 46Q: 3 clusters Score -1339533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1339536.000000 Penalty: 903.442200
	Iteration 47Q: 3 clusters Score -1339536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1339538.750000 Penalty: 903.442200
	Iteration 48Q: 3 clusters Score -1339539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1339536.375000 Penalty: 903.442200
	Iteration 49Q: 3 clusters Score -1339536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1339538.875000 Penalty: 903.442200
	Iteration 50Q: 3 clusters Score -1339539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1339537.750000 Penalty: 903.442200
	Iteration 51Q: 3 clusters Score -1339538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1339543.000000 Penalty: 903.442200
	Iteration 52Q: 3 clusters Score -1339543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1339546.000000 Penalty: 903.442200
	Iteration 53Q: 3 clusters Score -1339546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1339550.500000 Penalty: 903.442200
	Iteration 54Q: 3 clusters Score -1339550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1339552.000000 Penalty: 903.442200
	Iteration 55Q: 3 clusters Score -1339552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1339555.375000 Penalty: 903.442200
	Iteration 56Q: 3 clusters Score -1339555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1339557.375000 Penalty: 903.442200
	Iteration 57Q: 3 clusters Score -1339557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1339557.125000 Penalty: 903.442200
	Iteration 58Q: 3 clusters Score -1339557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1339559.375000 Penalty: 903.442200
	Iteration 59Q: 3 clusters Score -1339559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1339563.750000 Penalty: 903.442200
	Iteration 60F: 3 clusters Score -1339564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1339565.875000 Penalty: 903.442200
	Iteration 61Q: 3 clusters Score -1339566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1339564.125000 Penalty: 903.442200
	Iteration 62Q: 3 clusters Score -1339564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1339563.375000 Penalty: 903.442200
	Iteration 63Q: 3 clusters Score -1339563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1339564.375000 Penalty: 903.442200
	Iteration 64Q: 3 clusters Score -1339564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1339563.000000 Penalty: 903.442200
	Iteration 65Q: 3 clusters Score -1339563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1339564.500000 Penalty: 903.442200
	Iteration 66Q: 3 clusters Score -1339564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1339566.625000 Penalty: 903.442200
	Iteration 67Q: 3 clusters Score -1339567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1339568.750000 Penalty: 903.442200
	Iteration 68Q: 3 clusters Score -1339569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1339570.750000 Penalty: 903.442200
	Iteration 69Q: 3 clusters Score -1339571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1339572.250000 Penalty: 903.442200
	Iteration 70Q: 3 clusters Score -1339572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1339576.375000 Penalty: 903.442200
	Iteration 71Q: 3 clusters Score -1339576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1339576.000000 Penalty: 903.442200
	Iteration 72Q: 3 clusters Score -1339576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1339575.625000 Penalty: 903.442200
	Iteration 73Q: 3 clusters Score -1339576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1339576.250000 Penalty: 903.442200
	Iteration 74Q: 3 clusters Score -1339576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1339575.375000 Penalty: 903.442200
	Iteration 75Q: 3 clusters Score -1339575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1339575.375000 Penalty: 903.442200
	Iteration 76F: 3 clusters Score -1339575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -20522.046875 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -20522.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20133.425781 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -20133.43 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20243.378906 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -20243.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20252.332031 Penalty: 536.890686
	Iteration 2Q: 3 clusters Score -20252.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20257.154297 Penalty: 536.890686
	Iteration 3Q: 3 clusters Score -20257.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20260.330078 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -20260.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20265.773438 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -20265.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20276.408203 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -20276.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20279.544922 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -20279.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20280.414062 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -20280.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20283.357422 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -20283.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20286.486328 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -20286.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20290.888672 Penalty: 536.890686
	Iteration 11Q: 3 clusters Score -20290.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20292.033203 Penalty: 536.890686
	Iteration 12Q: 3 clusters Score -20292.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20292.697266 Penalty: 536.890686
	Iteration 13Q: 3 clusters Score -20292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20293.191406 Penalty: 536.890686
	Iteration 14Q: 3 clusters Score -20293.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20294.050781 Penalty: 536.890686
	Iteration 15Q: 3 clusters Score -20294.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20294.050781 Penalty: 536.890686
	Iteration 16F: 3 clusters Score -20294.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (79656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Entering Unmasked Estep 
Score: -5015321.500000 Penalty: 513.489014
	Iteration 0F: 2 clusters Score -5015322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -4962248.500000 Penalty: 1026.978027
	Iteration 0F: 3 clusters Score -4962248 nChanged 38957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4986297.500000 Penalty: 1026.978027
	Iteration 1F: 3 clusters Score -4986298 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4987865.500000 Penalty: 1026.978027
	Iteration 2Q: 3 clusters Score -4987866 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -4990524.500000 Penalty: 1026.978027
	Iteration 3F: 3 clusters Score -4990524 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4994651.000000 Penalty: 1026.978027
	Iteration 4F: 3 clusters Score -4994651 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4999869.000000 Penalty: 1026.978027
	Iteration 5F: 3 clusters Score -4999869 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5004711.000000 Penalty: 1026.978027
	Iteration 6F: 3 clusters Score -5004711 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -5008182.000000 Penalty: 1026.978027
	Iteration 7Q: 3 clusters Score -5008182 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5010544.500000 Penalty: 1026.978027
	Iteration 8Q: 3 clusters Score -5010544 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5012333.500000 Penalty: 1026.978027
	Iteration 9Q: 3 clusters Score -5012334 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5013373.000000 Penalty: 1026.978027
	Iteration 10Q: 3 clusters Score -5013373 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5014000.000000 Penalty: 1026.978027
	Iteration 11Q: 3 clusters Score -5014000 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5014455.000000 Penalty: 1026.978027
	Iteration 12Q: 3 clusters Score -5014455 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5014699.000000 Penalty: 1026.978027
	Iteration 13Q: 3 clusters Score -5014699 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5014817.000000 Penalty: 1026.978027
	Iteration 14Q: 3 clusters Score -5014817 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5014852.000000 Penalty: 1026.978027
	Iteration 15Q: 3 clusters Score -5014852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5014859.000000 Penalty: 1026.978027
	Iteration 16Q: 3 clusters Score -5014859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5014883.500000 Penalty: 1026.978027
	Iteration 17Q: 3 clusters Score -5014884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5014900.500000 Penalty: 1026.978027
	Iteration 18Q: 3 clusters Score -5014900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5014908.000000 Penalty: 1026.978027
	Iteration 19Q: 3 clusters Score -5014908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5014916.000000 Penalty: 1026.978027
	Iteration 20F: 3 clusters Score -5014916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5014920.500000 Penalty: 1026.978027
	Iteration 21Q: 3 clusters Score -5014920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5014920.500000 Penalty: 1026.978027
	Iteration 22Q: 3 clusters Score -5014920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5014927.500000 Penalty: 1026.978027
	Iteration 23Q: 3 clusters Score -5014928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5014931.500000 Penalty: 1026.978027
	Iteration 24Q: 3 clusters Score -5014932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5014934.500000 Penalty: 1026.978027
	Iteration 25Q: 3 clusters Score -5014934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5014933.000000 Penalty: 1026.978027
	Iteration 26Q: 3 clusters Score -5014933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5014929.500000 Penalty: 1026.978027
	Iteration 27Q: 3 clusters Score -5014930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5014929.500000 Penalty: 1026.978027
	Iteration 28F: 3 clusters Score -5014930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -213066.078125 Penalty: 368.308105
	Iteration 0F: 2 clusters Score -213066.1 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 1663 members 
Entering Unmasked Estep 
Score: -210775.000000 Penalty: 736.616211
	Iteration 0F: 3 clusters Score -210775 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -211590.203125 Penalty: 736.616211
	Iteration 1F: 3 clusters Score -211590.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -211697.421875 Penalty: 736.616211
	Iteration 2F: 3 clusters Score -211697.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -211815.250000 Penalty: 736.616211
	Iteration 3F: 3 clusters Score -211815.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -211963.843750 Penalty: 736.616211
	Iteration 4F: 3 clusters Score -211963.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -212141.546875 Penalty: 736.616211
	Iteration 5F: 3 clusters Score -212141.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -212331.812500 Penalty: 736.616211
	Iteration 6F: 3 clusters Score -212331.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -212485.312500 Penalty: 736.616211
	Iteration 7F: 3 clusters Score -212485.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -212656.140625 Penalty: 736.616211
	Iteration 8Q: 3 clusters Score -212656.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -212814.250000 Penalty: 736.616211
	Iteration 9Q: 3 clusters Score -212814.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -212907.281250 Penalty: 736.616211
	Iteration 10Q: 3 clusters Score -212907.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -212983.562500 Penalty: 736.616211
	Iteration 11Q: 3 clusters Score -212983.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -213011.125000 Penalty: 736.616211
	Iteration 12Q: 3 clusters Score -213011.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -213018.546875 Penalty: 736.616211
	Iteration 13Q: 3 clusters Score -213018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -213021.062500 Penalty: 736.616211
	Iteration 14Q: 3 clusters Score -213021.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -213022.500000 Penalty: 736.616211
	Iteration 15Q: 3 clusters Score -213022.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -213023.343750 Penalty: 736.616211
	Iteration 16Q: 3 clusters Score -213023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -213024.859375 Penalty: 736.616211
	Iteration 17Q: 3 clusters Score -213024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -213025.125000 Penalty: 736.616211
	Iteration 18Q: 3 clusters Score -213025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -213025.125000 Penalty: 736.616211
	Iteration 19F: 3 clusters Score -213025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -488555.968750 Penalty: 407.083740
	Iteration 0F: 2 clusters Score -488556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -483483.781250 Penalty: 814.167480
	Iteration 0F: 3 clusters Score -483483.8 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -485449.375000 Penalty: 814.167480
	Iteration 1F: 3 clusters Score -485449.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -485589.500000 Penalty: 814.167480
	Iteration 2F: 3 clusters Score -485589.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -485732.406250 Penalty: 814.167480
	Iteration 3Q: 3 clusters Score -485732.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -485893.718750 Penalty: 814.167480
	Iteration 4Q: 3 clusters Score -485893.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -486075.937500 Penalty: 814.167480
	Iteration 5F: 3 clusters Score -486075.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -486329.781250 Penalty: 814.167480
	Iteration 6F: 3 clusters Score -486329.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -486643.062500 Penalty: 814.167480
	Iteration 7F: 3 clusters Score -486643.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -486989.343750 Penalty: 814.167480
	Iteration 8F: 3 clusters Score -486989.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -487307.218750 Penalty: 814.167480
	Iteration 9F: 3 clusters Score -487307.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -487508.968750 Penalty: 814.167480
	Iteration 10Q: 3 clusters Score -487509 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -487617.687500 Penalty: 814.167480
	Iteration 11Q: 3 clusters Score -487617.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -487709.562500 Penalty: 814.167480
	Iteration 12Q: 3 clusters Score -487709.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -487793.000000 Penalty: 814.167480
	Iteration 13Q: 3 clusters Score -487793 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -487866.500000 Penalty: 814.167480
	Iteration 14Q: 3 clusters Score -487866.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -487920.875000 Penalty: 814.167480
	Iteration 15Q: 3 clusters Score -487920.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -487975.875000 Penalty: 814.167480
	Iteration 16Q: 3 clusters Score -487975.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -488018.875000 Penalty: 814.167480
	Iteration 17Q: 3 clusters Score -488018.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -488054.437500 Penalty: 814.167480
	Iteration 18Q: 3 clusters Score -488054.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -488079.250000 Penalty: 814.167480
	Iteration 19Q: 3 clusters Score -488079.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -488102.750000 Penalty: 814.167480
	Iteration 20F: 3 clusters Score -488102.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -488125.437500 Penalty: 814.167480
	Iteration 21Q: 3 clusters Score -488125.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -488141.656250 Penalty: 814.167480
	Iteration 22Q: 3 clusters Score -488141.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -488154.468750 Penalty: 814.167480
	Iteration 23Q: 3 clusters Score -488154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -488165.312500 Penalty: 814.167480
	Iteration 24Q: 3 clusters Score -488165.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -488171.750000 Penalty: 814.167480
	Iteration 25Q: 3 clusters Score -488171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -488178.062500 Penalty: 814.167480
	Iteration 26Q: 3 clusters Score -488178.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -488187.656250 Penalty: 814.167480
	Iteration 27Q: 3 clusters Score -488187.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -488199.687500 Penalty: 814.167480
	Iteration 28Q: 3 clusters Score -488199.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -488207.593750 Penalty: 814.167480
	Iteration 29Q: 3 clusters Score -488207.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -488214.250000 Penalty: 814.167480
	Iteration 30Q: 3 clusters Score -488214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -488218.406250 Penalty: 814.167480
	Iteration 31Q: 3 clusters Score -488218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -488221.843750 Penalty: 814.167480
	Iteration 32Q: 3 clusters Score -488221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -488223.312500 Penalty: 814.167480
	Iteration 33Q: 3 clusters Score -488223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -488227.843750 Penalty: 814.167480
	Iteration 34Q: 3 clusters Score -488227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -488234.375000 Penalty: 814.167480
	Iteration 35Q: 3 clusters Score -488234.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -488240.062500 Penalty: 814.167480
	Iteration 36Q: 3 clusters Score -488240.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -488244.468750 Penalty: 814.167480
	Iteration 37Q: 3 clusters Score -488244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -488247.656250 Penalty: 814.167480
	Iteration 38Q: 3 clusters Score -488247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -488249.656250 Penalty: 814.167480
	Iteration 39Q: 3 clusters Score -488249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -488250.812500 Penalty: 814.167480
	Iteration 40F: 3 clusters Score -488250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -488252.718750 Penalty: 814.167480
	Iteration 41Q: 3 clusters Score -488252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -488253.062500 Penalty: 814.167480
	Iteration 42Q: 3 clusters Score -488253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -488253.125000 Penalty: 814.167480
	Iteration 43Q: 3 clusters Score -488253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -488253.312500 Penalty: 814.167480
	Iteration 44Q: 3 clusters Score -488253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -488253.312500 Penalty: 814.167480
	Iteration 45F: 3 clusters Score -488253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Entering Unmasked Estep 
Score: -2843829.000000 Penalty: 486.038727
	Iteration 0F: 2 clusters Score -2843829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2815433.000000 Penalty: 972.077454
	Iteration 0F: 3 clusters Score -2815433 nChanged 21177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2828240.250000 Penalty: 972.077454
	Iteration 1F: 3 clusters Score -2828240 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2829918.000000 Penalty: 972.077454
	Iteration 2F: 3 clusters Score -2829918 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2832744.000000 Penalty: 972.077454
	Iteration 3F: 3 clusters Score -2832744 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2836313.000000 Penalty: 972.077454
	Iteration 4F: 3 clusters Score -2836313 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2839464.500000 Penalty: 972.077454
	Iteration 5F: 3 clusters Score -2839464 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2841373.500000 Penalty: 972.077454
	Iteration 6Q: 3 clusters Score -2841374 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2842305.000000 Penalty: 972.077454
	Iteration 7Q: 3 clusters Score -2842305 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2842668.750000 Penalty: 972.077454
	Iteration 8Q: 3 clusters Score -2842669 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2842874.000000 Penalty: 972.077454
	Iteration 9Q: 3 clusters Score -2842874 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2843032.500000 Penalty: 972.077454
	Iteration 10Q: 3 clusters Score -2843032 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2843171.750000 Penalty: 972.077454
	Iteration 11Q: 3 clusters Score -2843172 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2843313.500000 Penalty: 972.077454
	Iteration 12Q: 3 clusters Score -2843314 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2843393.250000 Penalty: 972.077454
	Iteration 13Q: 3 clusters Score -2843393 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2843450.750000 Penalty: 972.077454
	Iteration 14Q: 3 clusters Score -2843451 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2843473.250000 Penalty: 972.077454
	Iteration 15Q: 3 clusters Score -2843473 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2843484.500000 Penalty: 972.077454
	Iteration 16Q: 3 clusters Score -2843484 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2843506.500000 Penalty: 972.077454
	Iteration 17Q: 3 clusters Score -2843506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2843529.250000 Penalty: 972.077454
	Iteration 18Q: 3 clusters Score -2843529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2843544.750000 Penalty: 972.077454
	Iteration 19Q: 3 clusters Score -2843545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2843544.000000 Penalty: 972.077454
	Iteration 20F: 3 clusters Score -2843544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2843544.500000 Penalty: 972.077454
	Iteration 21Q: 3 clusters Score -2843544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2843543.500000 Penalty: 972.077454
	Iteration 22Q: 3 clusters Score -2843544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2843541.750000 Penalty: 972.077454
	Iteration 23Q: 3 clusters Score -2843542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2843542.250000 Penalty: 972.077454
	Iteration 24Q: 3 clusters Score -2843542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2843534.500000 Penalty: 972.077454
	Iteration 25Q: 3 clusters Score -2843534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2843532.500000 Penalty: 972.077454
	Iteration 26Q: 3 clusters Score -2843532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2843532.750000 Penalty: 972.077454
	Iteration 27Q: 3 clusters Score -2843533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2843534.250000 Penalty: 972.077454
	Iteration 28Q: 3 clusters Score -2843534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2843536.000000 Penalty: 972.077454
	Iteration 29Q: 3 clusters Score -2843536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2843536.000000 Penalty: 972.077454
	Iteration 30F: 3 clusters Score -2843536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 6258 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 43516 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 89321 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15797 members 
Mstep: Class 12 contains 77372 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79149 members 
Mstep: Class 15 contains 31292 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16858 members 
Mstep: Class 23 contains 50229 members 
Mstep: Class 24 contains 18530 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 20495 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79656 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7684 members 
Mstep: Class 33 contains 43572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238688.000000 Penalty: 20201.414062
Iteration 399Q: 34 clusters Score -4.223869e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 6244 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 43511 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 89329 members 
Mstep: Class 10 contains 9189 members 
Mstep: Class 11 contains 15814 members 
Mstep: Class 12 contains 77374 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79145 members 
Mstep: Class 15 contains 31267 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 50205 members 
Mstep: Class 24 contains 18608 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 20495 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79667 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7682 members 
Mstep: Class 33 contains 43573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238660.000000 Penalty: 20201.414062
Iteration 400F: 34 clusters Score -4.223866e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 6232 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 43509 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 89348 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15831 members 
Mstep: Class 12 contains 77381 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79123 members 
Mstep: Class 15 contains 31251 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16911 members 
Mstep: Class 23 contains 50174 members 
Mstep: Class 24 contains 18677 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3253 members 
Mstep: Class 28 contains 20493 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79660 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7690 members 
Mstep: Class 33 contains 43576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238692.000000 Penalty: 20201.414062
Iteration 401Q: 34 clusters Score -4.223869e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 6225 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 43503 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 89350 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 15843 members 
Mstep: Class 12 contains 77375 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79105 members 
Mstep: Class 15 contains 31240 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16948 members 
Mstep: Class 23 contains 50143 members 
Mstep: Class 24 contains 18760 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3242 members 
Mstep: Class 28 contains 20490 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79655 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7700 members 
Mstep: Class 33 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238780.000000 Penalty: 20201.414062
Iteration 402Q: 34 clusters Score -4.223878e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 6218 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 43494 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 89351 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15852 members 
Mstep: Class 12 contains 77379 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79097 members 
Mstep: Class 15 contains 31226 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 16980 members 
Mstep: Class 23 contains 50121 members 
Mstep: Class 24 contains 18827 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3229 members 
Mstep: Class 28 contains 20488 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79669 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7700 members 
Mstep: Class 33 contains 43579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238944.000000 Penalty: 20201.414062
Iteration 403Q: 34 clusters Score -4.223894e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 43490 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 89343 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 15851 members 
Mstep: Class 12 contains 77399 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79080 members 
Mstep: Class 15 contains 31216 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 18894 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 20485 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79675 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7702 members 
Mstep: Class 33 contains 43581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239080.000000 Penalty: 20201.414062
Iteration 404Q: 34 clusters Score -4.223908e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3663 members 
Mstep: Class 6 contains 43492 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 89339 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 15857 members 
Mstep: Class 12 contains 77413 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79066 members 
Mstep: Class 15 contains 31204 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17023 members 
Mstep: Class 23 contains 50057 members 
Mstep: Class 24 contains 18957 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3216 members 
Mstep: Class 28 contains 20481 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79671 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7704 members 
Mstep: Class 33 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239108.000000 Penalty: 20201.414062
Iteration 405Q: 34 clusters Score -4.223911e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 43488 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 89333 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 15861 members 
Mstep: Class 12 contains 77429 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79066 members 
Mstep: Class 15 contains 31193 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1757 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17054 members 
Mstep: Class 23 contains 50019 members 
Mstep: Class 24 contains 19017 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3212 members 
Mstep: Class 28 contains 20477 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79663 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7699 members 
Mstep: Class 33 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239200.000000 Penalty: 20201.414062
Iteration 406Q: 34 clusters Score -4.22392e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 43494 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 89325 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15873 members 
Mstep: Class 12 contains 77405 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79061 members 
Mstep: Class 15 contains 31182 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17067 members 
Mstep: Class 23 contains 50004 members 
Mstep: Class 24 contains 19087 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 20476 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79658 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7700 members 
Mstep: Class 33 contains 43589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239288.000000 Penalty: 20201.414062
Iteration 407Q: 34 clusters Score -4.223929e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 6180 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3653 members 
Mstep: Class 6 contains 43494 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 89317 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 77401 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79053 members 
Mstep: Class 15 contains 31170 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17095 members 
Mstep: Class 23 contains 49980 members 
Mstep: Class 24 contains 19151 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 20478 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79654 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7705 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239380.000000 Penalty: 20201.414062
Iteration 408Q: 34 clusters Score -4.223938e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 6178 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 43496 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 89296 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 77411 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79045 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 49968 members 
Mstep: Class 24 contains 19206 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 20481 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79656 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7710 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239372.000000 Penalty: 20201.414062
Iteration 409Q: 34 clusters Score -4.223937e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 43501 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 89284 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 77434 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79034 members 
Mstep: Class 15 contains 31142 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17130 members 
Mstep: Class 23 contains 49954 members 
Mstep: Class 24 contains 19258 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 20482 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79653 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7717 members 
Mstep: Class 33 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239484.000000 Penalty: 20201.414062
Iteration 410Q: 34 clusters Score -4.223948e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 6173 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3650 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 89273 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 77460 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79033 members 
Mstep: Class 15 contains 31131 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 49931 members 
Mstep: Class 24 contains 19295 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 20483 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79652 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7720 members 
Mstep: Class 33 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239404.000000 Penalty: 20201.414062
Iteration 411Q: 34 clusters Score -4.22394e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 6169 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 89256 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15869 members 
Mstep: Class 12 contains 77491 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79030 members 
Mstep: Class 15 contains 31120 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17170 members 
Mstep: Class 23 contains 49914 members 
Mstep: Class 24 contains 19332 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 20484 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79654 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7724 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239460.000000 Penalty: 20201.414062
Iteration 412Q: 34 clusters Score -4.223946e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 43499 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 89250 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 15872 members 
Mstep: Class 12 contains 77507 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79031 members 
Mstep: Class 15 contains 31107 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17191 members 
Mstep: Class 23 contains 49894 members 
Mstep: Class 24 contains 19380 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 20482 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79661 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7725 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239540.000000 Penalty: 20201.414062
Iteration 413Q: 34 clusters Score -4.223954e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 1461 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 89238 members 
Mstep: Class 10 contains 9193 members 
Mstep: Class 11 contains 15870 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79037 members 
Mstep: Class 15 contains 31099 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17220 members 
Mstep: Class 23 contains 49868 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 20480 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79651 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7723 members 
Mstep: Class 33 contains 43592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239552.000000 Penalty: 20201.414062
Iteration 414Q: 34 clusters Score -4.223955e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 6161 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 43501 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 89227 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15863 members 
Mstep: Class 12 contains 77535 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79044 members 
Mstep: Class 15 contains 31099 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17254 members 
Mstep: Class 23 contains 49840 members 
Mstep: Class 24 contains 19470 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3146 members 
Mstep: Class 28 contains 20474 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79640 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7723 members 
Mstep: Class 33 contains 43598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239648.000000 Penalty: 20201.414062
Iteration 415Q: 34 clusters Score -4.223965e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 89206 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 15857 members 
Mstep: Class 12 contains 77560 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79046 members 
Mstep: Class 15 contains 31087 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17280 members 
Mstep: Class 23 contains 49816 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3129 members 
Mstep: Class 28 contains 20474 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79615 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 43600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239644.000000 Penalty: 20201.414062
Iteration 416Q: 34 clusters Score -4.223964e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 43496 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 89187 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 15849 members 
Mstep: Class 12 contains 77608 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79044 members 
Mstep: Class 15 contains 31078 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17295 members 
Mstep: Class 23 contains 49796 members 
Mstep: Class 24 contains 19553 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3110 members 
Mstep: Class 28 contains 20475 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79588 members 
Mstep: Class 31 contains 3284 members 
Mstep: Class 32 contains 7738 members 
Mstep: Class 33 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239664.000000 Penalty: 20201.414062
Iteration 417Q: 34 clusters Score -4.223966e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 6150 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43495 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 89176 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15845 members 
Mstep: Class 12 contains 77631 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79045 members 
Mstep: Class 15 contains 31070 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17305 members 
Mstep: Class 23 contains 49775 members 
Mstep: Class 24 contains 19614 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 20475 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79570 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7744 members 
Mstep: Class 33 contains 43603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239664.000000 Penalty: 20201.414062
Iteration 418Q: 34 clusters Score -4.223966e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 43494 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 89187 members 
Mstep: Class 10 contains 9184 members 
Mstep: Class 11 contains 15841 members 
Mstep: Class 12 contains 77634 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79036 members 
Mstep: Class 15 contains 31055 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17323 members 
Mstep: Class 23 contains 49758 members 
Mstep: Class 24 contains 19679 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3083 members 
Mstep: Class 28 contains 20473 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79560 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7752 members 
Mstep: Class 33 contains 43607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239680.000000 Penalty: 20201.414062
Iteration 419Q: 34 clusters Score -4.223968e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 43488 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 89186 members 
Mstep: Class 10 contains 9182 members 
Mstep: Class 11 contains 15832 members 
Mstep: Class 12 contains 77623 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79046 members 
Mstep: Class 15 contains 31043 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17356 members 
Mstep: Class 23 contains 49745 members 
Mstep: Class 24 contains 19734 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 20473 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79538 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7755 members 
Mstep: Class 33 contains 43608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239708.000000 Penalty: 20201.414062
Iteration 420F: 34 clusters Score -4.223971e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 43488 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 89198 members 
Mstep: Class 10 contains 9182 members 
Mstep: Class 11 contains 15818 members 
Mstep: Class 12 contains 77599 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79046 members 
Mstep: Class 15 contains 31032 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17369 members 
Mstep: Class 23 contains 49741 members 
Mstep: Class 24 contains 19809 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3066 members 
Mstep: Class 28 contains 20471 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79526 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7759 members 
Mstep: Class 33 contains 43610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239800.000000 Penalty: 20201.414062
Iteration 421Q: 34 clusters Score -4.22398e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 43489 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 89211 members 
Mstep: Class 10 contains 9181 members 
Mstep: Class 11 contains 15811 members 
Mstep: Class 12 contains 77566 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79043 members 
Mstep: Class 15 contains 31032 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17381 members 
Mstep: Class 23 contains 49732 members 
Mstep: Class 24 contains 19888 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79516 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 43611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239728.000000 Penalty: 20201.414062
Iteration 422Q: 34 clusters Score -4.223973e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 43492 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 89217 members 
Mstep: Class 10 contains 9181 members 
Mstep: Class 11 contains 15818 members 
Mstep: Class 12 contains 77523 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79026 members 
Mstep: Class 15 contains 31029 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 1227 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17391 members 
Mstep: Class 23 contains 49728 members 
Mstep: Class 24 contains 19983 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3049 members 
Mstep: Class 28 contains 20468 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79503 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7771 members 
Mstep: Class 33 contains 43612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239824.000000 Penalty: 20201.414062
Iteration 423Q: 34 clusters Score -4.223982e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 43490 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 89217 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15815 members 
Mstep: Class 12 contains 77470 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79011 members 
Mstep: Class 15 contains 31026 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 1227 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17404 members 
Mstep: Class 23 contains 49709 members 
Mstep: Class 24 contains 20081 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3053 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79508 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7774 members 
Mstep: Class 33 contains 43612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239804.000000 Penalty: 20201.414062
Iteration 424Q: 34 clusters Score -4.22398e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 43488 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 89223 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 15808 members 
Mstep: Class 12 contains 77379 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79013 members 
Mstep: Class 15 contains 31022 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17405 members 
Mstep: Class 23 contains 49698 members 
Mstep: Class 24 contains 20172 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 3058 members 
Mstep: Class 28 contains 20468 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79517 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7771 members 
Mstep: Class 33 contains 43616 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 425Q: 34 clusters Score -4.223975e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 43488 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 89229 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 15798 members 
Mstep: Class 12 contains 77310 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79022 members 
Mstep: Class 15 contains 31021 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17402 members 
Mstep: Class 23 contains 49687 members 
Mstep: Class 24 contains 20256 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 20469 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79530 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 7767 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 426Q: 34 clusters Score -4.223976e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 43484 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 89243 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 12 contains 77237 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79024 members 
Mstep: Class 15 contains 31020 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17398 members 
Mstep: Class 23 contains 49681 members 
Mstep: Class 24 contains 20343 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 20468 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79543 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7760 members 
Mstep: Class 33 contains 43618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 427Q: 34 clusters Score -4.223984e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 6037 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 89262 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 15794 members 
Mstep: Class 12 contains 77196 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79022 members 
Mstep: Class 15 contains 31024 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17397 members 
Mstep: Class 23 contains 49680 members 
Mstep: Class 24 contains 20416 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 3067 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79541 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7761 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 428Q: 34 clusters Score -4.223978e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 6016 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89270 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 15793 members 
Mstep: Class 12 contains 77144 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79015 members 
Mstep: Class 15 contains 31023 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17391 members 
Mstep: Class 23 contains 49677 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3066 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79550 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7763 members 
Mstep: Class 33 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239784.000000 Penalty: 20201.414062
Iteration 429Q: 34 clusters Score -4.223978e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 6001 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43482 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89270 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 12 contains 77077 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79002 members 
Mstep: Class 15 contains 31023 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17384 members 
Mstep: Class 23 contains 49677 members 
Mstep: Class 24 contains 20589 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3065 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79566 members 
Mstep: Class 31 contains 3284 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 43620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239884.000000 Penalty: 20201.414062
Iteration 430Q: 34 clusters Score -4.223988e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 5992 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43484 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 89271 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 77031 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78999 members 
Mstep: Class 15 contains 31022 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17378 members 
Mstep: Class 23 contains 49671 members 
Mstep: Class 24 contains 20670 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 20471 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79582 members 
Mstep: Class 31 contains 3284 members 
Mstep: Class 32 contains 7770 members 
Mstep: Class 33 contains 43619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239932.000000 Penalty: 20201.414062
Iteration 431Q: 34 clusters Score -4.223993e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 5973 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89277 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 15781 members 
Mstep: Class 12 contains 76985 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78995 members 
Mstep: Class 15 contains 31017 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17405 members 
Mstep: Class 23 contains 49653 members 
Mstep: Class 24 contains 20737 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3053 members 
Mstep: Class 28 contains 20471 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79590 members 
Mstep: Class 31 contains 3284 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 43618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239948.000000 Penalty: 20201.414062
Iteration 432Q: 34 clusters Score -4.223995e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 43484 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89290 members 
Mstep: Class 10 contains 9203 members 
Mstep: Class 11 contains 15772 members 
Mstep: Class 12 contains 76940 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78995 members 
Mstep: Class 15 contains 31014 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17436 members 
Mstep: Class 23 contains 49629 members 
Mstep: Class 24 contains 20804 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3043 members 
Mstep: Class 28 contains 20469 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79611 members 
Mstep: Class 31 contains 3284 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 43613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239968.000000 Penalty: 20201.414062
Iteration 433Q: 34 clusters Score -4.223997e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 5928 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 89303 members 
Mstep: Class 10 contains 9203 members 
Mstep: Class 11 contains 15760 members 
Mstep: Class 12 contains 76900 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78991 members 
Mstep: Class 15 contains 31012 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17477 members 
Mstep: Class 23 contains 49613 members 
Mstep: Class 24 contains 20857 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3036 members 
Mstep: Class 28 contains 20465 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79613 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7773 members 
Mstep: Class 33 contains 43614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240080.000000 Penalty: 20201.414062
Iteration 434Q: 34 clusters Score -4.224008e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43478 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 89316 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 76852 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78990 members 
Mstep: Class 15 contains 31005 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17500 members 
Mstep: Class 23 contains 49599 members 
Mstep: Class 24 contains 20896 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 20466 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79632 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7777 members 
Mstep: Class 33 contains 43606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240080.000000 Penalty: 20201.414062
Iteration 435Q: 34 clusters Score -4.224008e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 5890 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 89332 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 76820 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78990 members 
Mstep: Class 15 contains 31000 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 49583 members 
Mstep: Class 24 contains 20922 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 20464 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79650 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240128.000000 Penalty: 20201.414062
Iteration 436Q: 34 clusters Score -4.224013e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43470 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 89350 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 11 contains 15746 members 
Mstep: Class 12 contains 76793 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78992 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17575 members 
Mstep: Class 23 contains 49557 members 
Mstep: Class 24 contains 20937 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 20463 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79658 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240208.000000 Penalty: 20201.414062
Iteration 437Q: 34 clusters Score -4.224021e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43471 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 89358 members 
Mstep: Class 10 contains 9197 members 
Mstep: Class 11 contains 15740 members 
Mstep: Class 12 contains 76758 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78999 members 
Mstep: Class 15 contains 30993 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17591 members 
Mstep: Class 23 contains 49544 members 
Mstep: Class 24 contains 20957 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 20465 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79689 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 43603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240132.000000 Penalty: 20201.414062
Iteration 438Q: 34 clusters Score -4.224013e+07 nChanged 345
Entering ConstructFrom: 
Score: -42240132.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (76021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Entering Unmasked Estep 
Score: -4850838.500000 Penalty: 511.363800
	Iteration 0F: 2 clusters Score -4850838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4800198.500000 Penalty: 1022.727600
	Iteration 0F: 3 clusters Score -4800198 nChanged 37078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4824208.500000 Penalty: 1022.727600
	Iteration 1F: 3 clusters Score -4824208 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4827258.000000 Penalty: 1022.727600
	Iteration 2F: 3 clusters Score -4827258 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4831897.500000 Penalty: 1022.727600
	Iteration 3F: 3 clusters Score -4831898 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4837776.000000 Penalty: 1022.727600
	Iteration 4F: 3 clusters Score -4837776 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4843167.500000 Penalty: 1022.727600
	Iteration 5F: 3 clusters Score -4843168 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4846843.000000 Penalty: 1022.727600
	Iteration 6F: 3 clusters Score -4846843 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4848916.500000 Penalty: 1022.727600
	Iteration 7Q: 3 clusters Score -4848916 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4849806.000000 Penalty: 1022.727600
	Iteration 8Q: 3 clusters Score -4849806 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4850120.500000 Penalty: 1022.727600
	Iteration 9Q: 3 clusters Score -4850120 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4850268.000000 Penalty: 1022.727600
	Iteration 10Q: 3 clusters Score -4850268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4850347.500000 Penalty: 1022.727600
	Iteration 11Q: 3 clusters Score -4850348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4850380.500000 Penalty: 1022.727600
	Iteration 12Q: 3 clusters Score -4850380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4850407.500000 Penalty: 1022.727600
	Iteration 13Q: 3 clusters Score -4850408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4850423.000000 Penalty: 1022.727600
	Iteration 14Q: 3 clusters Score -4850423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4850422.000000 Penalty: 1022.727600
	Iteration 15Q: 3 clusters Score -4850422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4850423.500000 Penalty: 1022.727600
	Iteration 16Q: 3 clusters Score -4850424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4850420.500000 Penalty: 1022.727600
	Iteration 17Q: 3 clusters Score -4850420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4850426.000000 Penalty: 1022.727600
	Iteration 18Q: 3 clusters Score -4850426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4850425.000000 Penalty: 1022.727600
	Iteration 19Q: 3 clusters Score -4850425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4850425.000000 Penalty: 1022.727600
	Iteration 20F: 3 clusters Score -4850425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -89480.906250 Penalty: 330.704132
	Iteration 0F: 2 clusters Score -89480.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -88406.609375 Penalty: 661.408264
	Iteration 0F: 3 clusters Score -88406.61 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -88715.015625 Penalty: 661.408264
	Iteration 1F: 3 clusters Score -88715.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -88773.117188 Penalty: 661.408264
	Iteration 2F: 3 clusters Score -88773.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88821.742188 Penalty: 661.408264
	Iteration 3F: 3 clusters Score -88821.74 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88867.664062 Penalty: 661.408264
	Iteration 4F: 3 clusters Score -88867.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -88915.148438 Penalty: 661.408264
	Iteration 5Q: 3 clusters Score -88915.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -88963.195312 Penalty: 661.408264
	Iteration 6Q: 3 clusters Score -88963.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -89014.445312 Penalty: 661.408264
	Iteration 7Q: 3 clusters Score -89014.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -89057.734375 Penalty: 661.408264
	Iteration 8Q: 3 clusters Score -89057.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -89087.468750 Penalty: 661.408264
	Iteration 9Q: 3 clusters Score -89087.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -89113.882812 Penalty: 661.408264
	Iteration 10Q: 3 clusters Score -89113.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -89138.218750 Penalty: 661.408264
	Iteration 11Q: 3 clusters Score -89138.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -89152.796875 Penalty: 661.408264
	Iteration 12Q: 3 clusters Score -89152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -89158.593750 Penalty: 661.408264
	Iteration 13Q: 3 clusters Score -89158.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -89166.937500 Penalty: 661.408264
	Iteration 14Q: 3 clusters Score -89166.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -89173.343750 Penalty: 661.408264
	Iteration 15Q: 3 clusters Score -89173.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -89176.937500 Penalty: 661.408264
	Iteration 16Q: 3 clusters Score -89176.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -89182.929688 Penalty: 661.408264
	Iteration 17Q: 3 clusters Score -89182.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -89187.820312 Penalty: 661.408264
	Iteration 18Q: 3 clusters Score -89187.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -89190.390625 Penalty: 661.408264
	Iteration 19Q: 3 clusters Score -89190.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -89192.234375 Penalty: 661.408264
	Iteration 20F: 3 clusters Score -89192.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -89196.656250 Penalty: 661.408264
	Iteration 21Q: 3 clusters Score -89196.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -89203.132812 Penalty: 661.408264
	Iteration 22Q: 3 clusters Score -89203.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -89205.273438 Penalty: 661.408264
	Iteration 23Q: 3 clusters Score -89205.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -89210.843750 Penalty: 661.408264
	Iteration 24Q: 3 clusters Score -89210.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -89214.164062 Penalty: 661.408264
	Iteration 25Q: 3 clusters Score -89214.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -89216.226562 Penalty: 661.408264
	Iteration 26Q: 3 clusters Score -89216.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -89218.375000 Penalty: 661.408264
	Iteration 27Q: 3 clusters Score -89218.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -89220.046875 Penalty: 661.408264
	Iteration 28Q: 3 clusters Score -89220.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -89220.617188 Penalty: 661.408264
	Iteration 29Q: 3 clusters Score -89220.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -89220.617188 Penalty: 661.408264
	Iteration 30F: 3 clusters Score -89220.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -370162.156250 Penalty: 394.379425
	Iteration 0F: 2 clusters Score -370162.2 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 2915 members 
Entering Unmasked Estep 
Score: -366296.437500 Penalty: 788.758850
	Iteration 0F: 3 clusters Score -366296.4 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -367777.187500 Penalty: 788.758850
	Iteration 1F: 3 clusters Score -367777.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -367896.562500 Penalty: 788.758850
	Iteration 2F: 3 clusters Score -367896.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -368005.843750 Penalty: 788.758850
	Iteration 3Q: 3 clusters Score -368005.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -368114.781250 Penalty: 788.758850
	Iteration 4Q: 3 clusters Score -368114.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -368239.593750 Penalty: 788.758850
	Iteration 5Q: 3 clusters Score -368239.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -368423.843750 Penalty: 788.758850
	Iteration 6Q: 3 clusters Score -368423.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -368602.031250 Penalty: 788.758850
	Iteration 7Q: 3 clusters Score -368602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -368734.218750 Penalty: 788.758850
	Iteration 8Q: 3 clusters Score -368734.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -368793.531250 Penalty: 788.758850
	Iteration 9Q: 3 clusters Score -368793.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -368823.718750 Penalty: 788.758850
	Iteration 10Q: 3 clusters Score -368823.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -368843.468750 Penalty: 788.758850
	Iteration 11Q: 3 clusters Score -368843.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -368858.656250 Penalty: 788.758850
	Iteration 12Q: 3 clusters Score -368858.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -368873.156250 Penalty: 788.758850
	Iteration 13Q: 3 clusters Score -368873.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -368882.625000 Penalty: 788.758850
	Iteration 14Q: 3 clusters Score -368882.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -368893.218750 Penalty: 788.758850
	Iteration 15Q: 3 clusters Score -368893.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -368902.218750 Penalty: 788.758850
	Iteration 16Q: 3 clusters Score -368902.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -368911.781250 Penalty: 788.758850
	Iteration 17Q: 3 clusters Score -368911.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -368919.250000 Penalty: 788.758850
	Iteration 18Q: 3 clusters Score -368919.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -368931.312500 Penalty: 788.758850
	Iteration 19Q: 3 clusters Score -368931.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -368944.031250 Penalty: 788.758850
	Iteration 20F: 3 clusters Score -368944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -368954.906250 Penalty: 788.758850
	Iteration 21Q: 3 clusters Score -368954.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -368967.625000 Penalty: 788.758850
	Iteration 22Q: 3 clusters Score -368967.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -368981.656250 Penalty: 788.758850
	Iteration 23Q: 3 clusters Score -368981.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -368991.906250 Penalty: 788.758850
	Iteration 24Q: 3 clusters Score -368991.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -369000.656250 Penalty: 788.758850
	Iteration 25Q: 3 clusters Score -369000.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -369010.250000 Penalty: 788.758850
	Iteration 26Q: 3 clusters Score -369010.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -369019.343750 Penalty: 788.758850
	Iteration 27Q: 3 clusters Score -369019.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -369029.812500 Penalty: 788.758850
	Iteration 28Q: 3 clusters Score -369029.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -369042.281250 Penalty: 788.758850
	Iteration 29Q: 3 clusters Score -369042.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -369055.218750 Penalty: 788.758850
	Iteration 30Q: 3 clusters Score -369055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -369068.875000 Penalty: 788.758850
	Iteration 31Q: 3 clusters Score -369068.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -369078.218750 Penalty: 788.758850
	Iteration 32Q: 3 clusters Score -369078.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -369089.562500 Penalty: 788.758850
	Iteration 33Q: 3 clusters Score -369089.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -369101.312500 Penalty: 788.758850
	Iteration 34Q: 3 clusters Score -369101.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -369111.062500 Penalty: 788.758850
	Iteration 35Q: 3 clusters Score -369111.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -369119.843750 Penalty: 788.758850
	Iteration 36Q: 3 clusters Score -369119.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -369129.500000 Penalty: 788.758850
	Iteration 37Q: 3 clusters Score -369129.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -369141.937500 Penalty: 788.758850
	Iteration 38Q: 3 clusters Score -369141.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -369156.875000 Penalty: 788.758850
	Iteration 39Q: 3 clusters Score -369156.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -369170.500000 Penalty: 788.758850
	Iteration 40F: 3 clusters Score -369170.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -369183.812500 Penalty: 788.758850
	Iteration 41Q: 3 clusters Score -369183.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -369192.562500 Penalty: 788.758850
	Iteration 42Q: 3 clusters Score -369192.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -369199.218750 Penalty: 788.758850
	Iteration 43Q: 3 clusters Score -369199.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -369204.125000 Penalty: 788.758850
	Iteration 44Q: 3 clusters Score -369204.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -369212.781250 Penalty: 788.758850
	Iteration 45Q: 3 clusters Score -369212.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -369224.781250 Penalty: 788.758850
	Iteration 46Q: 3 clusters Score -369224.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -369241.250000 Penalty: 788.758850
	Iteration 47Q: 3 clusters Score -369241.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -369259.812500 Penalty: 788.758850
	Iteration 48Q: 3 clusters Score -369259.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -369280.343750 Penalty: 788.758850
	Iteration 49Q: 3 clusters Score -369280.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -369299.906250 Penalty: 788.758850
	Iteration 50Q: 3 clusters Score -369299.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -369323.093750 Penalty: 788.758850
	Iteration 51Q: 3 clusters Score -369323.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -369353.750000 Penalty: 788.758850
	Iteration 52Q: 3 clusters Score -369353.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -369390.312500 Penalty: 788.758850
	Iteration 53Q: 3 clusters Score -369390.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -369426.375000 Penalty: 788.758850
	Iteration 54Q: 3 clusters Score -369426.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -369464.343750 Penalty: 788.758850
	Iteration 55Q: 3 clusters Score -369464.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -369486.781250 Penalty: 788.758850
	Iteration 56Q: 3 clusters Score -369486.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -369515.281250 Penalty: 788.758850
	Iteration 57Q: 3 clusters Score -369515.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -369534.718750 Penalty: 788.758850
	Iteration 58Q: 3 clusters Score -369534.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -369546.218750 Penalty: 788.758850
	Iteration 59Q: 3 clusters Score -369546.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -369557.656250 Penalty: 788.758850
	Iteration 60F: 3 clusters Score -369557.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -369565.656250 Penalty: 788.758850
	Iteration 61Q: 3 clusters Score -369565.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -369574.468750 Penalty: 788.758850
	Iteration 62Q: 3 clusters Score -369574.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -369581.875000 Penalty: 788.758850
	Iteration 63Q: 3 clusters Score -369581.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -369585.906250 Penalty: 788.758850
	Iteration 64Q: 3 clusters Score -369585.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -369588.062500 Penalty: 788.758850
	Iteration 65Q: 3 clusters Score -369588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -369589.593750 Penalty: 788.758850
	Iteration 66Q: 3 clusters Score -369589.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -369590.843750 Penalty: 788.758850
	Iteration 67Q: 3 clusters Score -369590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -369590.781250 Penalty: 788.758850
	Iteration 68Q: 3 clusters Score -369590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -369591.562500 Penalty: 788.758850
	Iteration 69Q: 3 clusters Score -369591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -369592.281250 Penalty: 788.758850
	Iteration 70Q: 3 clusters Score -369592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -369593.062500 Penalty: 788.758850
	Iteration 71Q: 3 clusters Score -369593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -369593.312500 Penalty: 788.758850
	Iteration 72Q: 3 clusters Score -369593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -369594.312500 Penalty: 788.758850
	Iteration 73Q: 3 clusters Score -369594.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -369595.906250 Penalty: 788.758850
	Iteration 74Q: 3 clusters Score -369595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -369597.437500 Penalty: 788.758850
	Iteration 75Q: 3 clusters Score -369597.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -369599.750000 Penalty: 788.758850
	Iteration 76Q: 3 clusters Score -369599.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -369601.500000 Penalty: 788.758850
	Iteration 77Q: 3 clusters Score -369601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -369603.281250 Penalty: 788.758850
	Iteration 78Q: 3 clusters Score -369603.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -369604.343750 Penalty: 788.758850
	Iteration 79Q: 3 clusters Score -369604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -369605.000000 Penalty: 788.758850
	Iteration 80F: 3 clusters Score -369605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -369605.500000 Penalty: 788.758850
	Iteration 81Q: 3 clusters Score -369605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -369606.750000 Penalty: 788.758850
	Iteration 82Q: 3 clusters Score -369606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -369607.937500 Penalty: 788.758850
	Iteration 83Q: 3 clusters Score -369607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369610.562500 Penalty: 788.758850
	Iteration 84Q: 3 clusters Score -369610.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -369611.500000 Penalty: 788.758850
	Iteration 85Q: 3 clusters Score -369611.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -369614.031250 Penalty: 788.758850
	Iteration 86Q: 3 clusters Score -369614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -369615.625000 Penalty: 788.758850
	Iteration 87Q: 3 clusters Score -369615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -369617.468750 Penalty: 788.758850
	Iteration 88Q: 3 clusters Score -369617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -369619.156250 Penalty: 788.758850
	Iteration 89Q: 3 clusters Score -369619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -369620.093750 Penalty: 788.758850
	Iteration 90Q: 3 clusters Score -369620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -369620.968750 Penalty: 788.758850
	Iteration 91Q: 3 clusters Score -369621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -369622.125000 Penalty: 788.758850
	Iteration 92Q: 3 clusters Score -369622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -369623.937500 Penalty: 788.758850
	Iteration 93Q: 3 clusters Score -369623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -369627.218750 Penalty: 788.758850
	Iteration 94Q: 3 clusters Score -369627.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -369633.343750 Penalty: 788.758850
	Iteration 95Q: 3 clusters Score -369633.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -369638.625000 Penalty: 788.758850
	Iteration 96Q: 3 clusters Score -369638.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -369643.156250 Penalty: 788.758850
	Iteration 97Q: 3 clusters Score -369643.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -369647.343750 Penalty: 788.758850
	Iteration 98Q: 3 clusters Score -369647.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -369650.906250 Penalty: 788.758850
	Iteration 99Q: 3 clusters Score -369650.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -369653.718750 Penalty: 788.758850
	Iteration 100F: 3 clusters Score -369653.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -369655.062500 Penalty: 788.758850
	Iteration 101Q: 3 clusters Score -369655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -369655.750000 Penalty: 788.758850
	Iteration 102Q: 3 clusters Score -369655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -369656.062500 Penalty: 788.758850
	Iteration 103Q: 3 clusters Score -369656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -369656.406250 Penalty: 788.758850
	Iteration 104Q: 3 clusters Score -369656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -369656.968750 Penalty: 788.758850
	Iteration 105Q: 3 clusters Score -369657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -369657.250000 Penalty: 788.758850
	Iteration 106Q: 3 clusters Score -369657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -369657.718750 Penalty: 788.758850
	Iteration 107Q: 3 clusters Score -369657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -369657.812500 Penalty: 788.758850
	Iteration 108Q: 3 clusters Score -369657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -369658.125000 Penalty: 788.758850
	Iteration 109Q: 3 clusters Score -369658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -369658.250000 Penalty: 788.758850
	Iteration 110Q: 3 clusters Score -369658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -369658.250000 Penalty: 788.758850
	Iteration 111F: 3 clusters Score -369658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -44834.058594 Penalty: 303.230621
	Iteration 0F: 2 clusters Score -44834.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44190.484375 Penalty: 606.461243
	Iteration 0F: 3 clusters Score -44190.48 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44377.324219 Penalty: 606.461243
	Iteration 1F: 3 clusters Score -44377.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44410.773438 Penalty: 606.461243
	Iteration 2F: 3 clusters Score -44410.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44431.949219 Penalty: 606.461243
	Iteration 3Q: 3 clusters Score -44431.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44444.785156 Penalty: 606.461243
	Iteration 4Q: 3 clusters Score -44444.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44455.871094 Penalty: 606.461243
	Iteration 5Q: 3 clusters Score -44455.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44467.792969 Penalty: 606.461243
	Iteration 6Q: 3 clusters Score -44467.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44476.058594 Penalty: 606.461243
	Iteration 7Q: 3 clusters Score -44476.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44483.324219 Penalty: 606.461243
	Iteration 8Q: 3 clusters Score -44483.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44488.710938 Penalty: 606.461243
	Iteration 9Q: 3 clusters Score -44488.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44493.687500 Penalty: 606.461243
	Iteration 10Q: 3 clusters Score -44493.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44500.613281 Penalty: 606.461243
	Iteration 11Q: 3 clusters Score -44500.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44505.468750 Penalty: 606.461243
	Iteration 12Q: 3 clusters Score -44505.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44510.425781 Penalty: 606.461243
	Iteration 13Q: 3 clusters Score -44510.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44511.636719 Penalty: 606.461243
	Iteration 14Q: 3 clusters Score -44511.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44512.214844 Penalty: 606.461243
	Iteration 15Q: 3 clusters Score -44512.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44514.480469 Penalty: 606.461243
	Iteration 16Q: 3 clusters Score -44514.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44517.980469 Penalty: 606.461243
	Iteration 17Q: 3 clusters Score -44517.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44521.871094 Penalty: 606.461243
	Iteration 18Q: 3 clusters Score -44521.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44525.218750 Penalty: 606.461243
	Iteration 19Q: 3 clusters Score -44525.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44529.359375 Penalty: 606.461243
	Iteration 20F: 3 clusters Score -44529.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44532.136719 Penalty: 606.461243
	Iteration 21Q: 3 clusters Score -44532.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44535.292969 Penalty: 606.461243
	Iteration 22Q: 3 clusters Score -44535.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44538.031250 Penalty: 606.461243
	Iteration 23Q: 3 clusters Score -44538.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44539.148438 Penalty: 606.461243
	Iteration 24Q: 3 clusters Score -44539.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44540.640625 Penalty: 606.461243
	Iteration 25Q: 3 clusters Score -44540.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44541.679688 Penalty: 606.461243
	Iteration 26Q: 3 clusters Score -44541.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44542.050781 Penalty: 606.461243
	Iteration 27Q: 3 clusters Score -44542.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44542.976562 Penalty: 606.461243
	Iteration 28Q: 3 clusters Score -44542.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44543.808594 Penalty: 606.461243
	Iteration 29Q: 3 clusters Score -44543.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44545.210938 Penalty: 606.461243
	Iteration 30Q: 3 clusters Score -44545.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44549.257812 Penalty: 606.461243
	Iteration 31Q: 3 clusters Score -44549.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44554.140625 Penalty: 606.461243
	Iteration 32Q: 3 clusters Score -44554.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44559.191406 Penalty: 606.461243
	Iteration 33Q: 3 clusters Score -44559.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44561.777344 Penalty: 606.461243
	Iteration 34Q: 3 clusters Score -44561.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44562.117188 Penalty: 606.461243
	Iteration 35Q: 3 clusters Score -44562.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44562.410156 Penalty: 606.461243
	Iteration 36Q: 3 clusters Score -44562.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44562.410156 Penalty: 606.461243
	Iteration 37F: 3 clusters Score -44562.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -228914.734375 Penalty: 373.125580
	Iteration 0F: 2 clusters Score -228914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -226418.656250 Penalty: 746.251160
	Iteration 0F: 3 clusters Score -226418.7 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -227367.796875 Penalty: 746.251160
	Iteration 1F: 3 clusters Score -227367.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -227506.875000 Penalty: 746.251160
	Iteration 2F: 3 clusters Score -227506.9 nChanged 239
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: -227662.187500 Penalty: 746.251160
	Iteration 3F: 3 clusters Score -227662.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -227851.437500 Penalty: 746.251160
	Iteration 4F: 3 clusters Score -227851.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -228102.531250 Penalty: 746.251160
	Iteration 5F: 3 clusters Score -228102.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228306.421875 Penalty: 746.251160
	Iteration 6F: 3 clusters Score -228306.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228449.000000 Penalty: 746.251160
	Iteration 7F: 3 clusters Score -228449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228525.015625 Penalty: 746.251160
	Iteration 8Q: 3 clusters Score -228525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -228561.359375 Penalty: 746.251160
	Iteration 9Q: 3 clusters Score -228561.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228584.015625 Penalty: 746.251160
	Iteration 10Q: 3 clusters Score -228584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -228601.015625 Penalty: 746.251160
	Iteration 11Q: 3 clusters Score -228601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228612.500000 Penalty: 746.251160
	Iteration 12Q: 3 clusters Score -228612.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228619.265625 Penalty: 746.251160
	Iteration 13Q: 3 clusters Score -228619.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -228623.156250 Penalty: 746.251160
	Iteration 14Q: 3 clusters Score -228623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228624.593750 Penalty: 746.251160
	Iteration 15Q: 3 clusters Score -228624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -228626.453125 Penalty: 746.251160
	Iteration 16Q: 3 clusters Score -228626.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228626.937500 Penalty: 746.251160
	Iteration 17Q: 3 clusters Score -228626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228627.453125 Penalty: 746.251160
	Iteration 18Q: 3 clusters Score -228627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -228627.812500 Penalty: 746.251160
	Iteration 19Q: 3 clusters Score -228627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -228627.703125 Penalty: 746.251160
	Iteration 20F: 3 clusters Score -228627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -228628.375000 Penalty: 746.251160
	Iteration 21Q: 3 clusters Score -228628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -228629.125000 Penalty: 746.251160
	Iteration 22Q: 3 clusters Score -228629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228630.546875 Penalty: 746.251160
	Iteration 23Q: 3 clusters Score -228630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -228630.468750 Penalty: 746.251160
	Iteration 24Q: 3 clusters Score -228630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228630.703125 Penalty: 746.251160
	Iteration 25Q: 3 clusters Score -228630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228630.703125 Penalty: 746.251160
	Iteration 26F: 3 clusters Score -228630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Entering Unmasked Estep 
Score: -2875698.500000 Penalty: 485.935242
	Iteration 0F: 2 clusters Score -2875698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2847157.750000 Penalty: 971.870483
	Iteration 0F: 3 clusters Score -2847158 nChanged 20946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2859732.000000 Penalty: 971.870483
	Iteration 1F: 3 clusters Score -2859732 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2860694.250000 Penalty: 971.870483
	Iteration 2Q: 3 clusters Score -2860694 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2862193.000000 Penalty: 971.870483
	Iteration 3F: 3 clusters Score -2862193 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2864388.750000 Penalty: 971.870483
	Iteration 4F: 3 clusters Score -2864389 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2866607.000000 Penalty: 971.870483
	Iteration 5F: 3 clusters Score -2866607 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -2867930.000000 Penalty: 971.870483
	Iteration 6F: 3 clusters Score -2867930 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2868438.250000 Penalty: 971.870483
	Iteration 7Q: 3 clusters Score -2868438 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -2868685.250000 Penalty: 971.870483
	Iteration 8Q: 3 clusters Score -2868685 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -2868951.250000 Penalty: 971.870483
	Iteration 9Q: 3 clusters Score -2868951 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -2869186.500000 Penalty: 971.870483
	Iteration 10Q: 3 clusters Score -2869186 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2869490.500000 Penalty: 971.870483
	Iteration 11Q: 3 clusters Score -2869490 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -2869779.250000 Penalty: 971.870483
	Iteration 12Q: 3 clusters Score -2869779 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -2870084.000000 Penalty: 971.870483
	Iteration 13Q: 3 clusters Score -2870084 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -2870495.750000 Penalty: 971.870483
	Iteration 14Q: 3 clusters Score -2870496 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -2870914.750000 Penalty: 971.870483
	Iteration 15Q: 3 clusters Score -2870915 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -2871309.000000 Penalty: 971.870483
	Iteration 16Q: 3 clusters Score -2871309 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -2871674.000000 Penalty: 971.870483
	Iteration 17Q: 3 clusters Score -2871674 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -2872018.500000 Penalty: 971.870483
	Iteration 18Q: 3 clusters Score -2872018 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -2872348.500000 Penalty: 971.870483
	Iteration 19Q: 3 clusters Score -2872348 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -2872668.500000 Penalty: 971.870483
	Iteration 20F: 3 clusters Score -2872668 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -2872851.250000 Penalty: 971.870483
	Iteration 21Q: 3 clusters Score -2872851 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -2873092.000000 Penalty: 971.870483
	Iteration 22Q: 3 clusters Score -2873092 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -2873409.750000 Penalty: 971.870483
	Iteration 23Q: 3 clusters Score -2873410 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -2873691.750000 Penalty: 971.870483
	Iteration 24Q: 3 clusters Score -2873692 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -2873983.250000 Penalty: 971.870483
	Iteration 25Q: 3 clusters Score -2873983 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -2874226.500000 Penalty: 971.870483
	Iteration 26Q: 3 clusters Score -2874226 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -2874489.500000 Penalty: 971.870483
	Iteration 27Q: 3 clusters Score -2874490 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -2874695.750000 Penalty: 971.870483
	Iteration 28Q: 3 clusters Score -2874696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -2874845.000000 Penalty: 971.870483
	Iteration 29Q: 3 clusters Score -2874845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -2874955.250000 Penalty: 971.870483
	Iteration 30Q: 3 clusters Score -2874955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -2875051.000000 Penalty: 971.870483
	Iteration 31Q: 3 clusters Score -2875051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -2875117.750000 Penalty: 971.870483
	Iteration 32Q: 3 clusters Score -2875118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -2875163.250000 Penalty: 971.870483
	Iteration 33Q: 3 clusters Score -2875163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -2875198.500000 Penalty: 971.870483
	Iteration 34Q: 3 clusters Score -2875198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -2875211.000000 Penalty: 971.870483
	Iteration 35Q: 3 clusters Score -2875211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -2875215.000000 Penalty: 971.870483
	Iteration 36Q: 3 clusters Score -2875215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -2875231.750000 Penalty: 971.870483
	Iteration 37Q: 3 clusters Score -2875232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -2875240.000000 Penalty: 971.870483
	Iteration 38Q: 3 clusters Score -2875240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -2875245.750000 Penalty: 971.870483
	Iteration 39Q: 3 clusters Score -2875246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -2875254.500000 Penalty: 971.870483
	Iteration 40F: 3 clusters Score -2875254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -2875258.500000 Penalty: 971.870483
	Iteration 41Q: 3 clusters Score -2875258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -2875261.500000 Penalty: 971.870483
	Iteration 42Q: 3 clusters Score -2875262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -2875264.250000 Penalty: 971.870483
	Iteration 43Q: 3 clusters Score -2875264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -2875264.000000 Penalty: 971.870483
	Iteration 44Q: 3 clusters Score -2875264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -2875264.000000 Penalty: 971.870483
	Iteration 45F: 3 clusters Score -2875264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -200145.578125 Penalty: 371.627441
	Iteration 0F: 2 clusters Score -200145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -197717.953125 Penalty: 743.254883
	Iteration 0F: 3 clusters Score -197718 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -198611.312500 Penalty: 743.254883
	Iteration 1F: 3 clusters Score -198611.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -198770.703125 Penalty: 743.254883
	Iteration 2F: 3 clusters Score -198770.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -198943.875000 Penalty: 743.254883
	Iteration 3F: 3 clusters Score -198943.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -199102.125000 Penalty: 743.254883
	Iteration 4F: 3 clusters Score -199102.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -199258.671875 Penalty: 743.254883
	Iteration 5F: 3 clusters Score -199258.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -199397.640625 Penalty: 743.254883
	Iteration 6F: 3 clusters Score -199397.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -199516.531250 Penalty: 743.254883
	Iteration 7Q: 3 clusters Score -199516.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -199597.421875 Penalty: 743.254883
	Iteration 8Q: 3 clusters Score -199597.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -199664.562500 Penalty: 743.254883
	Iteration 9Q: 3 clusters Score -199664.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -199714.375000 Penalty: 743.254883
	Iteration 10Q: 3 clusters Score -199714.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -199754.875000 Penalty: 743.254883
	Iteration 11Q: 3 clusters Score -199754.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -199782.140625 Penalty: 743.254883
	Iteration 12Q: 3 clusters Score -199782.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -199797.984375 Penalty: 743.254883
	Iteration 13Q: 3 clusters Score -199798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -199806.656250 Penalty: 743.254883
	Iteration 14Q: 3 clusters Score -199806.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -199818.500000 Penalty: 743.254883
	Iteration 15Q: 3 clusters Score -199818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -199824.984375 Penalty: 743.254883
	Iteration 16Q: 3 clusters Score -199825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -199826.828125 Penalty: 743.254883
	Iteration 17Q: 3 clusters Score -199826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -199827.250000 Penalty: 743.254883
	Iteration 18Q: 3 clusters Score -199827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -199827.250000 Penalty: 743.254883
	Iteration 19F: 3 clusters Score -199827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -277463.031250 Penalty: 380.468384
	Iteration 0F: 2 clusters Score -277463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -274580.906250 Penalty: 760.936768
	Iteration 0F: 3 clusters Score -274580.9 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -275806.656250 Penalty: 760.936768
	Iteration 1F: 3 clusters Score -275806.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -276067.968750 Penalty: 760.936768
	Iteration 2F: 3 clusters Score -276068 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -276376.406250 Penalty: 760.936768
	Iteration 3F: 3 clusters Score -276376.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -276702.343750 Penalty: 760.936768
	Iteration 4F: 3 clusters Score -276702.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -276923.062500 Penalty: 760.936768
	Iteration 5Q: 3 clusters Score -276923.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -277038.750000 Penalty: 760.936768
	Iteration 6Q: 3 clusters Score -277038.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -277097.500000 Penalty: 760.936768
	Iteration 7Q: 3 clusters Score -277097.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -277132.625000 Penalty: 760.936768
	Iteration 8Q: 3 clusters Score -277132.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -277150.781250 Penalty: 760.936768
	Iteration 9Q: 3 clusters Score -277150.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -277166.593750 Penalty: 760.936768
	Iteration 10Q: 3 clusters Score -277166.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -277178.531250 Penalty: 760.936768
	Iteration 11Q: 3 clusters Score -277178.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -277184.656250 Penalty: 760.936768
	Iteration 12Q: 3 clusters Score -277184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -277187.281250 Penalty: 760.936768
	Iteration 13Q: 3 clusters Score -277187.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -277189.531250 Penalty: 760.936768
	Iteration 14Q: 3 clusters Score -277189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -277190.250000 Penalty: 760.936768
	Iteration 15Q: 3 clusters Score -277190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -277190.156250 Penalty: 760.936768
	Iteration 16Q: 3 clusters Score -277190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -277191.437500 Penalty: 760.936768
	Iteration 17Q: 3 clusters Score -277191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -277192.187500 Penalty: 760.936768
	Iteration 18Q: 3 clusters Score -277192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -277192.906250 Penalty: 760.936768
	Iteration 19Q: 3 clusters Score -277192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -277192.968750 Penalty: 760.936768
	Iteration 20F: 3 clusters Score -277193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -277193.187500 Penalty: 760.936768
	Iteration 21Q: 3 clusters Score -277193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -277193.312500 Penalty: 760.936768
	Iteration 22Q: 3 clusters Score -277193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -277194.031250 Penalty: 760.936768
	Iteration 23Q: 3 clusters Score -277194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -277194.218750 Penalty: 760.936768
	Iteration 24Q: 3 clusters Score -277194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -277194.375000 Penalty: 760.936768
	Iteration 25Q: 3 clusters Score -277194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -277195.500000 Penalty: 760.936768
	Iteration 26Q: 3 clusters Score -277195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -277195.437500 Penalty: 760.936768
	Iteration 27Q: 3 clusters Score -277195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -277195.406250 Penalty: 760.936768
	Iteration 28Q: 3 clusters Score -277195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -277195.406250 Penalty: 760.936768
	Iteration 29F: 3 clusters Score -277195.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Entering Unmasked Estep 
Score: -5567813.500000 Penalty: 518.725586
	Iteration 0F: 2 clusters Score -5567814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5514836.500000 Penalty: 1037.451172
	Iteration 0F: 3 clusters Score -5514836 nChanged 43644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -5540810.000000 Penalty: 1037.451172
	Iteration 1F: 3 clusters Score -5540810 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -5542615.500000 Penalty: 1037.451172
	Iteration 2F: 3 clusters Score -5542616 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -5545791.000000 Penalty: 1037.451172
	Iteration 3F: 3 clusters Score -5545791 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -5550968.000000 Penalty: 1037.451172
	Iteration 4F: 3 clusters Score -5550968 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -5557926.000000 Penalty: 1037.451172
	Iteration 5F: 3 clusters Score -5557926 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -5564857.000000 Penalty: 1037.451172
	Iteration 6F: 3 clusters Score -5564857 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -5567919.000000 Penalty: 1037.451172
	Iteration 7Q: 3 clusters Score -5567919 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -5568543.500000 Penalty: 1037.451172
	Iteration 8Q: 3 clusters Score -5568544 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -5568576.000000 Penalty: 1037.451172
	Iteration 9Q: 3 clusters Score -5568576 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -5568348.500000 Penalty: 1037.451172
	Iteration 10Q: 3 clusters Score -5568348 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -5568064.000000 Penalty: 1037.451172
	Iteration 11Q: 3 clusters Score -5568064 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -5567898.500000 Penalty: 1037.451172
	Iteration 12Q: 3 clusters Score -5567898 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -5567784.000000 Penalty: 1037.451172
	Iteration 13Q: 3 clusters Score -5567784 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -5567721.500000 Penalty: 1037.451172
	Iteration 14Q: 3 clusters Score -5567722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -5567650.000000 Penalty: 1037.451172
	Iteration 15Q: 3 clusters Score -5567650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -5567604.500000 Penalty: 1037.451172
	Iteration 16Q: 3 clusters Score -5567604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -5567574.500000 Penalty: 1037.451172
	Iteration 17Q: 3 clusters Score -5567574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -5567582.500000 Penalty: 1037.451172
	Iteration 18Q: 3 clusters Score -5567582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -5567566.000000 Penalty: 1037.451172
	Iteration 19Q: 3 clusters Score -5567566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -5567566.000000 Penalty: 1037.451172
	Iteration 20F: 3 clusters Score -5567566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -5567539.500000 Penalty: 1037.451172
	Iteration 21Q: 3 clusters Score -5567540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -5567519.500000 Penalty: 1037.451172
	Iteration 22Q: 3 clusters Score -5567520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -5567524.500000 Penalty: 1037.451172
	Iteration 23Q: 3 clusters Score -5567524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -5567532.500000 Penalty: 1037.451172
	Iteration 24Q: 3 clusters Score -5567532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -5567527.000000 Penalty: 1037.451172
	Iteration 25Q: 3 clusters Score -5567527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -5567532.000000 Penalty: 1037.451172
	Iteration 26Q: 3 clusters Score -5567532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -5567537.000000 Penalty: 1037.451172
	Iteration 27Q: 3 clusters Score -5567537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -5567529.000000 Penalty: 1037.451172
	Iteration 28Q: 3 clusters Score -5567529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -5567517.500000 Penalty: 1037.451172
	Iteration 29Q: 3 clusters Score -5567518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -5567515.500000 Penalty: 1037.451172
	Iteration 30Q: 3 clusters Score -5567516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -5567517.000000 Penalty: 1037.451172
	Iteration 31Q: 3 clusters Score -5567517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -5567509.000000 Penalty: 1037.451172
	Iteration 32Q: 3 clusters Score -5567509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -5567507.000000 Penalty: 1037.451172
	Iteration 33Q: 3 clusters Score -5567507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -5567507.000000 Penalty: 1037.451172
	Iteration 34F: 3 clusters Score -5567507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -542096.750000 Penalty: 415.251892
	Iteration 0F: 2 clusters Score -542096.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -535975.000000 Penalty: 830.503784
	Iteration 0F: 3 clusters Score -535975 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -538583.250000 Penalty: 830.503784
	Iteration 1F: 3 clusters Score -538583.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -538910.500000 Penalty: 830.503784
	Iteration 2F: 3 clusters Score -538910.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -539405.437500 Penalty: 830.503784
	Iteration 3F: 3 clusters Score -539405.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -540108.062500 Penalty: 830.503784
	Iteration 4F: 3 clusters Score -540108.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -540685.875000 Penalty: 830.503784
	Iteration 5F: 3 clusters Score -540685.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -540951.625000 Penalty: 830.503784
	Iteration 6Q: 3 clusters Score -540951.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -541065.375000 Penalty: 830.503784
	Iteration 7Q: 3 clusters Score -541065.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -541128.375000 Penalty: 830.503784
	Iteration 8Q: 3 clusters Score -541128.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -541170.562500 Penalty: 830.503784
	Iteration 9Q: 3 clusters Score -541170.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -541194.250000 Penalty: 830.503784
	Iteration 10Q: 3 clusters Score -541194.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -541228.375000 Penalty: 830.503784
	Iteration 11Q: 3 clusters Score -541228.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -541253.625000 Penalty: 830.503784
	Iteration 12Q: 3 clusters Score -541253.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -541282.062500 Penalty: 830.503784
	Iteration 13Q: 3 clusters Score -541282.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -541311.375000 Penalty: 830.503784
	Iteration 14Q: 3 clusters Score -541311.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -541328.437500 Penalty: 830.503784
	Iteration 15Q: 3 clusters Score -541328.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -541349.125000 Penalty: 830.503784
	Iteration 16Q: 3 clusters Score -541349.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -541367.000000 Penalty: 830.503784
	Iteration 17Q: 3 clusters Score -541367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -541378.875000 Penalty: 830.503784
	Iteration 18Q: 3 clusters Score -541378.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -541384.250000 Penalty: 830.503784
	Iteration 19Q: 3 clusters Score -541384.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -541393.312500 Penalty: 830.503784
	Iteration 20F: 3 clusters Score -541393.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -541402.125000 Penalty: 830.503784
	Iteration 21Q: 3 clusters Score -541402.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -541412.312500 Penalty: 830.503784
	Iteration 22Q: 3 clusters Score -541412.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -541421.750000 Penalty: 830.503784
	Iteration 23Q: 3 clusters Score -541421.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -541427.312500 Penalty: 830.503784
	Iteration 24Q: 3 clusters Score -541427.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -541430.250000 Penalty: 830.503784
	Iteration 25Q: 3 clusters Score -541430.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -541432.625000 Penalty: 830.503784
	Iteration 26Q: 3 clusters Score -541432.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -541435.812500 Penalty: 830.503784
	Iteration 27Q: 3 clusters Score -541435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -541442.250000 Penalty: 830.503784
	Iteration 28Q: 3 clusters Score -541442.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -541442.375000 Penalty: 830.503784
	Iteration 29Q: 3 clusters Score -541442.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -541448.437500 Penalty: 830.503784
	Iteration 30Q: 3 clusters Score -541448.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -541451.375000 Penalty: 830.503784
	Iteration 31Q: 3 clusters Score -541451.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -541454.125000 Penalty: 830.503784
	Iteration 32Q: 3 clusters Score -541454.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -541458.062500 Penalty: 830.503784
	Iteration 33Q: 3 clusters Score -541458.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -541462.875000 Penalty: 830.503784
	Iteration 34Q: 3 clusters Score -541462.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -541467.562500 Penalty: 830.503784
	Iteration 35Q: 3 clusters Score -541467.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -541471.375000 Penalty: 830.503784
	Iteration 36Q: 3 clusters Score -541471.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -541473.937500 Penalty: 830.503784
	Iteration 37Q: 3 clusters Score -541473.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -541477.187500 Penalty: 830.503784
	Iteration 38Q: 3 clusters Score -541477.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -541482.250000 Penalty: 830.503784
	Iteration 39Q: 3 clusters Score -541482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -541486.312500 Penalty: 830.503784
	Iteration 40F: 3 clusters Score -541486.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -541489.437500 Penalty: 830.503784
	Iteration 41Q: 3 clusters Score -541489.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -541494.000000 Penalty: 830.503784
	Iteration 42Q: 3 clusters Score -541494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -541496.562500 Penalty: 830.503784
	Iteration 43Q: 3 clusters Score -541496.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -541499.312500 Penalty: 830.503784
	Iteration 44Q: 3 clusters Score -541499.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -541502.687500 Penalty: 830.503784
	Iteration 45Q: 3 clusters Score -541502.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -541504.875000 Penalty: 830.503784
	Iteration 46Q: 3 clusters Score -541504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -541505.375000 Penalty: 830.503784
	Iteration 47Q: 3 clusters Score -541505.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -541504.687500 Penalty: 830.503784
	Iteration 48Q: 3 clusters Score -541504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -541504.500000 Penalty: 830.503784
	Iteration 49Q: 3 clusters Score -541504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -541506.125000 Penalty: 830.503784
	Iteration 50Q: 3 clusters Score -541506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -541507.062500 Penalty: 830.503784
	Iteration 51Q: 3 clusters Score -541507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -541506.500000 Penalty: 830.503784
	Iteration 52Q: 3 clusters Score -541506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -541506.812500 Penalty: 830.503784
	Iteration 53Q: 3 clusters Score -541506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -541507.125000 Penalty: 830.503784
	Iteration 54Q: 3 clusters Score -541507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -541507.875000 Penalty: 830.503784
	Iteration 55Q: 3 clusters Score -541507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -541508.875000 Penalty: 830.503784
	Iteration 56Q: 3 clusters Score -541508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -541510.500000 Penalty: 830.503784
	Iteration 57Q: 3 clusters Score -541510.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -541511.750000 Penalty: 830.503784
	Iteration 58Q: 3 clusters Score -541511.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -541513.250000 Penalty: 830.503784
	Iteration 59Q: 3 clusters Score -541513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -541513.000000 Penalty: 830.503784
	Iteration 60F: 3 clusters Score -541513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -541515.187500 Penalty: 830.503784
	Iteration 61Q: 3 clusters Score -541515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -541516.500000 Penalty: 830.503784
	Iteration 62Q: 3 clusters Score -541516.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -541517.312500 Penalty: 830.503784
	Iteration 63Q: 3 clusters Score -541517.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -541518.687500 Penalty: 830.503784
	Iteration 64Q: 3 clusters Score -541518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -541519.125000 Penalty: 830.503784
	Iteration 65Q: 3 clusters Score -541519.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -541521.937500 Penalty: 830.503784
	Iteration 66Q: 3 clusters Score -541521.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -541522.875000 Penalty: 830.503784
	Iteration 67Q: 3 clusters Score -541522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -541524.812500 Penalty: 830.503784
	Iteration 68Q: 3 clusters Score -541524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -541531.062500 Penalty: 830.503784
	Iteration 69Q: 3 clusters Score -541531.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -541534.375000 Penalty: 830.503784
	Iteration 70Q: 3 clusters Score -541534.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -541540.000000 Penalty: 830.503784
	Iteration 71Q: 3 clusters Score -541540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -541545.500000 Penalty: 830.503784
	Iteration 72Q: 3 clusters Score -541545.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -541550.937500 Penalty: 830.503784
	Iteration 73Q: 3 clusters Score -541550.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -541555.125000 Penalty: 830.503784
	Iteration 74Q: 3 clusters Score -541555.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -541558.000000 Penalty: 830.503784
	Iteration 75Q: 3 clusters Score -541558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -541559.250000 Penalty: 830.503784
	Iteration 76Q: 3 clusters Score -541559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -541560.625000 Penalty: 830.503784
	Iteration 77Q: 3 clusters Score -541560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -541562.437500 Penalty: 830.503784
	Iteration 78Q: 3 clusters Score -541562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -541566.062500 Penalty: 830.503784
	Iteration 79Q: 3 clusters Score -541566.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -541569.125000 Penalty: 830.503784
	Iteration 80F: 3 clusters Score -541569.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -541572.250000 Penalty: 830.503784
	Iteration 81Q: 3 clusters Score -541572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -541576.187500 Penalty: 830.503784
	Iteration 82Q: 3 clusters Score -541576.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -541580.687500 Penalty: 830.503784
	Iteration 83Q: 3 clusters Score -541580.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -541586.812500 Penalty: 830.503784
	Iteration 84Q: 3 clusters Score -541586.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -541593.875000 Penalty: 830.503784
	Iteration 85Q: 3 clusters Score -541593.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -541601.875000 Penalty: 830.503784
	Iteration 86Q: 3 clusters Score -541601.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -541612.187500 Penalty: 830.503784
	Iteration 87Q: 3 clusters Score -541612.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -541627.937500 Penalty: 830.503784
	Iteration 88Q: 3 clusters Score -541627.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -541646.937500 Penalty: 830.503784
	Iteration 89Q: 3 clusters Score -541646.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -541673.250000 Penalty: 830.503784
	Iteration 90Q: 3 clusters Score -541673.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -541692.750000 Penalty: 830.503784
	Iteration 91Q: 3 clusters Score -541692.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -541709.187500 Penalty: 830.503784
	Iteration 92Q: 3 clusters Score -541709.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -541723.562500 Penalty: 830.503784
	Iteration 93Q: 3 clusters Score -541723.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -541746.062500 Penalty: 830.503784
	Iteration 94Q: 3 clusters Score -541746.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -541766.562500 Penalty: 830.503784
	Iteration 95Q: 3 clusters Score -541766.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -541781.250000 Penalty: 830.503784
	Iteration 96Q: 3 clusters Score -541781.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -541792.250000 Penalty: 830.503784
	Iteration 97Q: 3 clusters Score -541792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -541800.187500 Penalty: 830.503784
	Iteration 98Q: 3 clusters Score -541800.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -541803.812500 Penalty: 830.503784
	Iteration 99Q: 3 clusters Score -541803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -541804.562500 Penalty: 830.503784
	Iteration 100F: 3 clusters Score -541804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -541806.312500 Penalty: 830.503784
	Iteration 101Q: 3 clusters Score -541806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -541808.000000 Penalty: 830.503784
	Iteration 102Q: 3 clusters Score -541808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -541807.625000 Penalty: 830.503784
	Iteration 103Q: 3 clusters Score -541807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -541807.687500 Penalty: 830.503784
	Iteration 104Q: 3 clusters Score -541807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -541807.687500 Penalty: 830.503784
	Iteration 105F: 3 clusters Score -541807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Entering Unmasked Estep 
Score: -1030963.562500 Penalty: 439.687073
	Iteration 0F: 2 clusters Score -1030964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1020698.875000 Penalty: 879.374146
	Iteration 0F: 3 clusters Score -1020699 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1025379.562500 Penalty: 879.374146
	Iteration 1F: 3 clusters Score -1025380 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1026046.312500 Penalty: 879.374146
	Iteration 2F: 3 clusters Score -1026046 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1026905.437500 Penalty: 879.374146
	Iteration 3F: 3 clusters Score -1026905 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1027882.312500 Penalty: 879.374146
	Iteration 4F: 3 clusters Score -1027882 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1028916.812500 Penalty: 879.374146
	Iteration 5F: 3 clusters Score -1028917 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1029828.687500 Penalty: 879.374146
	Iteration 6F: 3 clusters Score -1029829 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1030428.437500 Penalty: 879.374146
	Iteration 7Q: 3 clusters Score -1030428 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1030743.375000 Penalty: 879.374146
	Iteration 8Q: 3 clusters Score -1030743 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1030863.562500 Penalty: 879.374146
	Iteration 9Q: 3 clusters Score -1030864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1030902.937500 Penalty: 879.374146
	Iteration 10Q: 3 clusters Score -1030903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1030928.500000 Penalty: 879.374146
	Iteration 11Q: 3 clusters Score -1030928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1030938.625000 Penalty: 879.374146
	Iteration 12Q: 3 clusters Score -1030939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1030942.312500 Penalty: 879.374146
	Iteration 13Q: 3 clusters Score -1030942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1030954.062500 Penalty: 879.374146
	Iteration 14Q: 3 clusters Score -1030954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1030963.375000 Penalty: 879.374146
	Iteration 15Q: 3 clusters Score -1030963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1030984.875000 Penalty: 879.374146
	Iteration 16Q: 3 clusters Score -1030985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1031015.937500 Penalty: 879.374146
	Iteration 17Q: 3 clusters Score -1031016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1031031.562500 Penalty: 879.374146
	Iteration 18Q: 3 clusters Score -1031032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1031035.562500 Penalty: 879.374146
	Iteration 19Q: 3 clusters Score -1031036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1031036.375000 Penalty: 879.374146
	Iteration 20F: 3 clusters Score -1031036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1031037.812500 Penalty: 879.374146
	Iteration 21Q: 3 clusters Score -1031038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1031037.812500 Penalty: 879.374146
	Iteration 22F: 3 clusters Score -1031038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 5812 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89372 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 76736 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78989 members 
Mstep: Class 15 contains 30994 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17602 members 
Mstep: Class 23 contains 49530 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79725 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 43604 members 
Mstep: Class 34 contains 15485 members 
Entering Unmasked Estep 
Score: -42240016.000000 Penalty: 20813.578125
Splitting cluster 11 changes total score from -42240132.000000 to -42240016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (76736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Entering Unmasked Estep 
Score: -4831790.000000 Penalty: 511.789734
	Iteration 0F: 2 clusters Score -4831790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4780990.000000 Penalty: 1023.579468
	Iteration 0F: 3 clusters Score -4780990 nChanged 37448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -4804843.500000 Penalty: 1023.579468
	Iteration 1F: 3 clusters Score -4804844 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4807067.000000 Penalty: 1023.579468
	Iteration 2Q: 3 clusters Score -4807067 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4810624.500000 Penalty: 1023.579468
	Iteration 3F: 3 clusters Score -4810624 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -4814883.000000 Penalty: 1023.579468
	Iteration 4F: 3 clusters Score -4814883 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -4817814.500000 Penalty: 1023.579468
	Iteration 5F: 3 clusters Score -4817814 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -4818725.500000 Penalty: 1023.579468
	Iteration 6Q: 3 clusters Score -4818726 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -4818994.000000 Penalty: 1023.579468
	Iteration 7Q: 3 clusters Score -4818994 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -4819186.500000 Penalty: 1023.579468
	Iteration 8Q: 3 clusters Score -4819186 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -4819384.000000 Penalty: 1023.579468
	Iteration 9Q: 3 clusters Score -4819384 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -4819604.500000 Penalty: 1023.579468
	Iteration 10Q: 3 clusters Score -4819604 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -4819868.000000 Penalty: 1023.579468
	Iteration 11Q: 3 clusters Score -4819868 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -4820204.500000 Penalty: 1023.579468
	Iteration 12Q: 3 clusters Score -4820204 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -4820553.000000 Penalty: 1023.579468
	Iteration 13Q: 3 clusters Score -4820553 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -4820959.000000 Penalty: 1023.579468
	Iteration 14Q: 3 clusters Score -4820959 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -4821369.000000 Penalty: 1023.579468
	Iteration 15Q: 3 clusters Score -4821369 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -4821859.500000 Penalty: 1023.579468
	Iteration 16Q: 3 clusters Score -4821860 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -4822386.500000 Penalty: 1023.579468
	Iteration 17Q: 3 clusters Score -4822386 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -4822954.000000 Penalty: 1023.579468
	Iteration 18Q: 3 clusters Score -4822954 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -4823630.500000 Penalty: 1023.579468
	Iteration 19Q: 3 clusters Score -4823630 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -4824412.000000 Penalty: 1023.579468
	Iteration 20F: 3 clusters Score -4824412 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -4825237.500000 Penalty: 1023.579468
	Iteration 21Q: 3 clusters Score -4825238 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -4826130.500000 Penalty: 1023.579468
	Iteration 22Q: 3 clusters Score -4826130 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -4826989.000000 Penalty: 1023.579468
	Iteration 23Q: 3 clusters Score -4826989 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -4827752.000000 Penalty: 1023.579468
	Iteration 24Q: 3 clusters Score -4827752 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -4828343.000000 Penalty: 1023.579468
	Iteration 25Q: 3 clusters Score -4828343 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -4828884.000000 Penalty: 1023.579468
	Iteration 26Q: 3 clusters Score -4828884 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -4829319.500000 Penalty: 1023.579468
	Iteration 27Q: 3 clusters Score -4829320 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -4829661.500000 Penalty: 1023.579468
	Iteration 28Q: 3 clusters Score -4829662 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -4829981.500000 Penalty: 1023.579468
	Iteration 29Q: 3 clusters Score -4829982 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -4830267.500000 Penalty: 1023.579468
	Iteration 30Q: 3 clusters Score -4830268 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -4830453.000000 Penalty: 1023.579468
	Iteration 31Q: 3 clusters Score -4830453 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -4830596.500000 Penalty: 1023.579468
	Iteration 32Q: 3 clusters Score -4830596 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -4830717.500000 Penalty: 1023.579468
	Iteration 33Q: 3 clusters Score -4830718 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -4830853.500000 Penalty: 1023.579468
	Iteration 34Q: 3 clusters Score -4830854 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -4830961.500000 Penalty: 1023.579468
	Iteration 35Q: 3 clusters Score -4830962 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -4831035.500000 Penalty: 1023.579468
	Iteration 36Q: 3 clusters Score -4831036 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -4831112.000000 Penalty: 1023.579468
	Iteration 37Q: 3 clusters Score -4831112 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -4831165.500000 Penalty: 1023.579468
	Iteration 38Q: 3 clusters Score -4831166 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -4831207.500000 Penalty: 1023.579468
	Iteration 39Q: 3 clusters Score -4831208 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -4831268.000000 Penalty: 1023.579468
	Iteration 40F: 3 clusters Score -4831268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -4831314.500000 Penalty: 1023.579468
	Iteration 41Q: 3 clusters Score -4831314 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -4831363.000000 Penalty: 1023.579468
	Iteration 42Q: 3 clusters Score -4831363 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -4831432.000000 Penalty: 1023.579468
	Iteration 43Q: 3 clusters Score -4831432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -4831459.500000 Penalty: 1023.579468
	Iteration 44Q: 3 clusters Score -4831460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -4831461.500000 Penalty: 1023.579468
	Iteration 45Q: 3 clusters Score -4831462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -4831492.000000 Penalty: 1023.579468
	Iteration 46Q: 3 clusters Score -4831492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -4831520.500000 Penalty: 1023.579468
	Iteration 47Q: 3 clusters Score -4831520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -4831525.500000 Penalty: 1023.579468
	Iteration 48Q: 3 clusters Score -4831526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -4831540.000000 Penalty: 1023.579468
	Iteration 49Q: 3 clusters Score -4831540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -4831549.000000 Penalty: 1023.579468
	Iteration 50Q: 3 clusters Score -4831549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -4831554.500000 Penalty: 1023.579468
	Iteration 51Q: 3 clusters Score -4831554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -4831573.500000 Penalty: 1023.579468
	Iteration 52Q: 3 clusters Score -4831574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -4831590.500000 Penalty: 1023.579468
	Iteration 53Q: 3 clusters Score -4831590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -4831595.500000 Penalty: 1023.579468
	Iteration 54Q: 3 clusters Score -4831596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -4831603.000000 Penalty: 1023.579468
	Iteration 55Q: 3 clusters Score -4831603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -4831610.500000 Penalty: 1023.579468
	Iteration 56Q: 3 clusters Score -4831610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -4831617.500000 Penalty: 1023.579468
	Iteration 57Q: 3 clusters Score -4831618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -4831623.500000 Penalty: 1023.579468
	Iteration 58Q: 3 clusters Score -4831624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -4831624.500000 Penalty: 1023.579468
	Iteration 59Q: 3 clusters Score -4831624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -4831635.500000 Penalty: 1023.579468
	Iteration 60F: 3 clusters Score -4831636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -4831634.000000 Penalty: 1023.579468
	Iteration 61Q: 3 clusters Score -4831634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -4831633.500000 Penalty: 1023.579468
	Iteration 62Q: 3 clusters Score -4831634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -4831627.500000 Penalty: 1023.579468
	Iteration 63Q: 3 clusters Score -4831628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -4831635.000000 Penalty: 1023.579468
	Iteration 64Q: 3 clusters Score -4831635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -4831646.500000 Penalty: 1023.579468
	Iteration 65Q: 3 clusters Score -4831646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -4831665.500000 Penalty: 1023.579468
	Iteration 66Q: 3 clusters Score -4831666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -4831671.500000 Penalty: 1023.579468
	Iteration 67Q: 3 clusters Score -4831672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -4831679.000000 Penalty: 1023.579468
	Iteration 68Q: 3 clusters Score -4831679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -4831683.000000 Penalty: 1023.579468
	Iteration 69Q: 3 clusters Score -4831683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -4831685.000000 Penalty: 1023.579468
	Iteration 70Q: 3 clusters Score -4831685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -4831685.000000 Penalty: 1023.579468
	Iteration 71Q: 3 clusters Score -4831685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -4831693.500000 Penalty: 1023.579468
	Iteration 72Q: 3 clusters Score -4831694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -4831707.500000 Penalty: 1023.579468
	Iteration 73Q: 3 clusters Score -4831708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -4831717.000000 Penalty: 1023.579468
	Iteration 74Q: 3 clusters Score -4831717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -4831714.500000 Penalty: 1023.579468
	Iteration 75Q: 3 clusters Score -4831714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -4831720.000000 Penalty: 1023.579468
	Iteration 76Q: 3 clusters Score -4831720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -4831719.500000 Penalty: 1023.579468
	Iteration 77Q: 3 clusters Score -4831720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -4831728.000000 Penalty: 1023.579468
	Iteration 78Q: 3 clusters Score -4831728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -4831727.500000 Penalty: 1023.579468
	Iteration 79Q: 3 clusters Score -4831728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -4831724.500000 Penalty: 1023.579468
	Iteration 80F: 3 clusters Score -4831724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -4831730.000000 Penalty: 1023.579468
	Iteration 81Q: 3 clusters Score -4831730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -4831712.500000 Penalty: 1023.579468
	Iteration 82Q: 3 clusters Score -4831712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -4831712.500000 Penalty: 1023.579468
	Iteration 83Q: 3 clusters Score -4831712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -4831714.000000 Penalty: 1023.579468
	Iteration 84Q: 3 clusters Score -4831714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -4831708.000000 Penalty: 1023.579468
	Iteration 85Q: 3 clusters Score -4831708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -4831705.000000 Penalty: 1023.579468
	Iteration 86Q: 3 clusters Score -4831705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4831694 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4831705 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4831703 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4831702 nChanged 29
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Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4831708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4831706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4831711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4831707 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4831714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4831714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4831711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4831711 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4831706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4831706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4831700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4831708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4831698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4831707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4831708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4831704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4831696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4831701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4831712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4831694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4831694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4831691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4831690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4831691 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4831697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4831700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4831706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4831710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4831702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4831696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4831692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4831690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4831687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4831686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4831684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4831682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4831687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4831690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4831695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4831696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4831696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4831694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4831685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4831688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4831686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4831686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4831684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4831685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4831687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -4831672.500000 Penalty: 1023.579468
	Iteration 140F: 3 clusters Score -4831672 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4831680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4831688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4831684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4831686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -4831678.000000 Penalty: 1023.579468
	Iteration 145Q: 3 clusters Score -4831678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4831678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4831674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4831672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4831684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4831672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -4831662.000000 Penalty: 1023.579468
	Iteration 151Q: 3 clusters Score -4831662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -4831653.500000 Penalty: 1023.579468
	Iteration 152Q: 3 clusters Score -4831654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4831654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -4831651.000000 Penalty: 1023.579468
	Iteration 154Q: 3 clusters Score -4831651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4831653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -4831656.000000 Penalty: 1023.579468
	Iteration 156Q: 3 clusters Score -4831656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -4831658.500000 Penalty: 1023.579468
	Iteration 157Q: 3 clusters Score -4831658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -4831648.000000 Penalty: 1023.579468
	Iteration 158Q: 3 clusters Score -4831648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4831648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -4831650.000000 Penalty: 1023.579468
	Iteration 160F: 3 clusters Score -4831650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -4831647.000000 Penalty: 1023.579468
	Iteration 161Q: 3 clusters Score -4831647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -4831649.000000 Penalty: 1023.579468
	Iteration 162Q: 3 clusters Score -4831649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4831645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 75823 members 
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	Iteration 164Q: 3 clusters Score -4831644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -4831642.000000 Penalty: 1023.579468
	Iteration 165Q: 3 clusters Score -4831642 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4831646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -4831641.500000 Penalty: 1023.579468
	Iteration 167Q: 3 clusters Score -4831642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -4831636.500000 Penalty: 1023.579468
	Iteration 168Q: 3 clusters Score -4831636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4831641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -4831639.500000 Penalty: 1023.579468
	Iteration 170Q: 3 clusters Score -4831640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4831640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -4831637.000000 Penalty: 1023.579468
	Iteration 172Q: 3 clusters Score -4831637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -4831643.500000 Penalty: 1023.579468
	Iteration 173Q: 3 clusters Score -4831644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4831640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4831640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -4831635.000000 Penalty: 1023.579468
	Iteration 176Q: 3 clusters Score -4831635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -4831632.000000 Penalty: 1023.579468
	Iteration 177Q: 3 clusters Score -4831632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -4831631.500000 Penalty: 1023.579468
	Iteration 178Q: 3 clusters Score -4831632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -4831620.500000 Penalty: 1023.579468
	Iteration 179Q: 3 clusters Score -4831620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -4831615.000000 Penalty: 1023.579468
	Iteration 180F: 3 clusters Score -4831615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -4831608.500000 Penalty: 1023.579468
	Iteration 181Q: 3 clusters Score -4831608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -4831607.500000 Penalty: 1023.579468
	Iteration 182Q: 3 clusters Score -4831608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -4831605.000000 Penalty: 1023.579468
	Iteration 183Q: 3 clusters Score -4831605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -4831607.000000 Penalty: 1023.579468
	Iteration 184Q: 3 clusters Score -4831607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -4831611.000000 Penalty: 1023.579468
	Iteration 185Q: 3 clusters Score -4831611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -4831611.000000 Penalty: 1023.579468
	Iteration 186Q: 3 clusters Score -4831611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -4831607.000000 Penalty: 1023.579468
	Iteration 187Q: 3 clusters Score -4831607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -4831607.000000 Penalty: 1023.579468
	Iteration 188Q: 3 clusters Score -4831607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -4831608.000000 Penalty: 1023.579468
	Iteration 189Q: 3 clusters Score -4831608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -4831606.000000 Penalty: 1023.579468
	Iteration 190Q: 3 clusters Score -4831606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -4831600.500000 Penalty: 1023.579468
	Iteration 191Q: 3 clusters Score -4831600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -4831601.000000 Penalty: 1023.579468
	Iteration 192Q: 3 clusters Score -4831601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -4831598.000000 Penalty: 1023.579468
	Iteration 193Q: 3 clusters Score -4831598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -4831598.000000 Penalty: 1023.579468
	Iteration 194Q: 3 clusters Score -4831598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -4831597.500000 Penalty: 1023.579468
	Iteration 195Q: 3 clusters Score -4831598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -4831597.500000 Penalty: 1023.579468
	Iteration 196F: 3 clusters Score -4831598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -94779.960938 Penalty: 332.017639
	Iteration 0F: 2 clusters Score -94779.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -93625.882812 Penalty: 664.035278
	Iteration 0F: 3 clusters Score -93625.88 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -93989.710938 Penalty: 664.035278
	Iteration 1F: 3 clusters Score -93989.71 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -94063.101562 Penalty: 664.035278
	Iteration 2F: 3 clusters Score -94063.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94109.187500 Penalty: 664.035278
	Iteration 3F: 3 clusters Score -94109.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -94141.445312 Penalty: 664.035278
	Iteration 4Q: 3 clusters Score -94141.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -94168.593750 Penalty: 664.035278
	Iteration 5Q: 3 clusters Score -94168.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -94195.343750 Penalty: 664.035278
	Iteration 6Q: 3 clusters Score -94195.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94225.773438 Penalty: 664.035278
	Iteration 7Q: 3 clusters Score -94225.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -94261.687500 Penalty: 664.035278
	Iteration 8Q: 3 clusters Score -94261.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -94293.843750 Penalty: 664.035278
	Iteration 9Q: 3 clusters Score -94293.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -94326.148438 Penalty: 664.035278
	Iteration 10Q: 3 clusters Score -94326.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -94368.476562 Penalty: 664.035278
	Iteration 11Q: 3 clusters Score -94368.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -94413.406250 Penalty: 664.035278
	Iteration 12Q: 3 clusters Score -94413.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -94446.812500 Penalty: 664.035278
	Iteration 13Q: 3 clusters Score -94446.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -94471.476562 Penalty: 664.035278
	Iteration 14Q: 3 clusters Score -94471.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -94487.703125 Penalty: 664.035278
	Iteration 15Q: 3 clusters Score -94487.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -94495.929688 Penalty: 664.035278
	Iteration 16Q: 3 clusters Score -94495.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -94506.539062 Penalty: 664.035278
	Iteration 17Q: 3 clusters Score -94506.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -94524.820312 Penalty: 664.035278
	Iteration 18Q: 3 clusters Score -94524.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -94545.742188 Penalty: 664.035278
	Iteration 19Q: 3 clusters Score -94545.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -94563.210938 Penalty: 664.035278
	Iteration 20F: 3 clusters Score -94563.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -94564.953125 Penalty: 664.035278
	Iteration 21Q: 3 clusters Score -94564.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -94564.953125 Penalty: 664.035278
	Iteration 22F: 3 clusters Score -94564.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Entering Unmasked Estep 
Score: -4726674.000000 Penalty: 513.106445
	Iteration 0F: 2 clusters Score -4726674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4674099.000000 Penalty: 1026.212891
	Iteration 0F: 3 clusters Score -4674099 nChanged 38446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -4698985.500000 Penalty: 1026.212891
	Iteration 1F: 3 clusters Score -4698986 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -4701625.500000 Penalty: 1026.212891
	Iteration 2F: 3 clusters Score -4701626 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -4705425.500000 Penalty: 1026.212891
	Iteration 3F: 3 clusters Score -4705426 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -4709781.000000 Penalty: 1026.212891
	Iteration 4F: 3 clusters Score -4709781 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -4713367.000000 Penalty: 1026.212891
	Iteration 5F: 3 clusters Score -4713367 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -4715420.000000 Penalty: 1026.212891
	Iteration 6Q: 3 clusters Score -4715420 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -4716506.500000 Penalty: 1026.212891
	Iteration 7Q: 3 clusters Score -4716506 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -4717459.000000 Penalty: 1026.212891
	Iteration 8Q: 3 clusters Score -4717459 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -4718518.500000 Penalty: 1026.212891
	Iteration 9Q: 3 clusters Score -4718518 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -4719544.000000 Penalty: 1026.212891
	Iteration 10Q: 3 clusters Score -4719544 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -4720531.500000 Penalty: 1026.212891
	Iteration 11Q: 3 clusters Score -4720532 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -4721338.000000 Penalty: 1026.212891
	Iteration 12Q: 3 clusters Score -4721338 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -4721769.500000 Penalty: 1026.212891
	Iteration 13Q: 3 clusters Score -4721770 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -4722187.000000 Penalty: 1026.212891
	Iteration 14Q: 3 clusters Score -4722187 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -4722487.500000 Penalty: 1026.212891
	Iteration 15Q: 3 clusters Score -4722488 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -4722679.500000 Penalty: 1026.212891
	Iteration 16Q: 3 clusters Score -4722680 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -4722850.000000 Penalty: 1026.212891
	Iteration 17Q: 3 clusters Score -4722850 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -4723013.500000 Penalty: 1026.212891
	Iteration 18Q: 3 clusters Score -4723014 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -4723106.000000 Penalty: 1026.212891
	Iteration 19Q: 3 clusters Score -4723106 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -4723196.500000 Penalty: 1026.212891
	Iteration 20F: 3 clusters Score -4723196 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -4723316.500000 Penalty: 1026.212891
	Iteration 21Q: 3 clusters Score -4723316 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -4723395.000000 Penalty: 1026.212891
	Iteration 22Q: 3 clusters Score -4723395 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -4723426.500000 Penalty: 1026.212891
	Iteration 23Q: 3 clusters Score -4723426 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -4723545.000000 Penalty: 1026.212891
	Iteration 24Q: 3 clusters Score -4723545 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -4723599.000000 Penalty: 1026.212891
	Iteration 25Q: 3 clusters Score -4723599 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -4723661.000000 Penalty: 1026.212891
	Iteration 26Q: 3 clusters Score -4723661 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -4723758.000000 Penalty: 1026.212891
	Iteration 27Q: 3 clusters Score -4723758 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -4723824.000000 Penalty: 1026.212891
	Iteration 28Q: 3 clusters Score -4723824 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -4723885.000000 Penalty: 1026.212891
	Iteration 29Q: 3 clusters Score -4723885 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -4723974.500000 Penalty: 1026.212891
	Iteration 30Q: 3 clusters Score -4723974 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -4724048.000000 Penalty: 1026.212891
	Iteration 31Q: 3 clusters Score -4724048 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -4724097.000000 Penalty: 1026.212891
	Iteration 32Q: 3 clusters Score -4724097 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -4724178.500000 Penalty: 1026.212891
	Iteration 33Q: 3 clusters Score -4724178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -4724242.000000 Penalty: 1026.212891
	Iteration 34Q: 3 clusters Score -4724242 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -4724297.000000 Penalty: 1026.212891
	Iteration 35Q: 3 clusters Score -4724297 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -4724338.500000 Penalty: 1026.212891
	Iteration 36Q: 3 clusters Score -4724338 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -4724376.500000 Penalty: 1026.212891
	Iteration 37Q: 3 clusters Score -4724376 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -4724425.000000 Penalty: 1026.212891
	Iteration 38Q: 3 clusters Score -4724425 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -4724475.500000 Penalty: 1026.212891
	Iteration 39Q: 3 clusters Score -4724476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -4724523.500000 Penalty: 1026.212891
	Iteration 40F: 3 clusters Score -4724524 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -4724538.000000 Penalty: 1026.212891
	Iteration 41Q: 3 clusters Score -4724538 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -4724573.500000 Penalty: 1026.212891
	Iteration 42Q: 3 clusters Score -4724574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -4724618.500000 Penalty: 1026.212891
	Iteration 43Q: 3 clusters Score -4724618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -4724663.500000 Penalty: 1026.212891
	Iteration 44Q: 3 clusters Score -4724664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -4724699.000000 Penalty: 1026.212891
	Iteration 45Q: 3 clusters Score -4724699 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -4724756.500000 Penalty: 1026.212891
	Iteration 46Q: 3 clusters Score -4724756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -4724783.500000 Penalty: 1026.212891
	Iteration 47Q: 3 clusters Score -4724784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -4724801.500000 Penalty: 1026.212891
	Iteration 48Q: 3 clusters Score -4724802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -4724838.500000 Penalty: 1026.212891
	Iteration 49Q: 3 clusters Score -4724838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -4724842.000000 Penalty: 1026.212891
	Iteration 50Q: 3 clusters Score -4724842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -4724878.500000 Penalty: 1026.212891
	Iteration 51Q: 3 clusters Score -4724878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -4724891.500000 Penalty: 1026.212891
	Iteration 52Q: 3 clusters Score -4724892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -4724917.000000 Penalty: 1026.212891
	Iteration 53Q: 3 clusters Score -4724917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -4724952.500000 Penalty: 1026.212891
	Iteration 54Q: 3 clusters Score -4724952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -4724990.500000 Penalty: 1026.212891
	Iteration 55Q: 3 clusters Score -4724990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -4725012.000000 Penalty: 1026.212891
	Iteration 56Q: 3 clusters Score -4725012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -4725042.500000 Penalty: 1026.212891
	Iteration 57Q: 3 clusters Score -4725042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -4725062.500000 Penalty: 1026.212891
	Iteration 58Q: 3 clusters Score -4725062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -4725086.500000 Penalty: 1026.212891
	Iteration 59Q: 3 clusters Score -4725086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -4725097.000000 Penalty: 1026.212891
	Iteration 60F: 3 clusters Score -4725097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -4725111.000000 Penalty: 1026.212891
	Iteration 61Q: 3 clusters Score -4725111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -4725124.000000 Penalty: 1026.212891
	Iteration 62Q: 3 clusters Score -4725124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -4725148.000000 Penalty: 1026.212891
	Iteration 63Q: 3 clusters Score -4725148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -4725155.000000 Penalty: 1026.212891
	Iteration 64Q: 3 clusters Score -4725155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -4725164.500000 Penalty: 1026.212891
	Iteration 65Q: 3 clusters Score -4725164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -4725152.000000 Penalty: 1026.212891
	Iteration 66Q: 3 clusters Score -4725152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -4725171.500000 Penalty: 1026.212891
	Iteration 67Q: 3 clusters Score -4725172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -4725197.500000 Penalty: 1026.212891
	Iteration 68Q: 3 clusters Score -4725198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -4725225.000000 Penalty: 1026.212891
	Iteration 69Q: 3 clusters Score -4725225 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -4725242.000000 Penalty: 1026.212891
	Iteration 70Q: 3 clusters Score -4725242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -4725271.000000 Penalty: 1026.212891
	Iteration 71Q: 3 clusters Score -4725271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -4725285.000000 Penalty: 1026.212891
	Iteration 72Q: 3 clusters Score -4725285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -4725292.000000 Penalty: 1026.212891
	Iteration 73Q: 3 clusters Score -4725292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -4725310.000000 Penalty: 1026.212891
	Iteration 74Q: 3 clusters Score -4725310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -4725346.500000 Penalty: 1026.212891
	Iteration 75Q: 3 clusters Score -4725346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -4725364.500000 Penalty: 1026.212891
	Iteration 76Q: 3 clusters Score -4725364 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -4725379.500000 Penalty: 1026.212891
	Iteration 77Q: 3 clusters Score -4725380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -4725392.500000 Penalty: 1026.212891
	Iteration 78Q: 3 clusters Score -4725392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -4725387.500000 Penalty: 1026.212891
	Iteration 79Q: 3 clusters Score -4725388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -4725395.500000 Penalty: 1026.212891
	Iteration 80F: 3 clusters Score -4725396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -4725407.500000 Penalty: 1026.212891
	Iteration 81Q: 3 clusters Score -4725408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -4725412.500000 Penalty: 1026.212891
	Iteration 82Q: 3 clusters Score -4725412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -4725412.000000 Penalty: 1026.212891
	Iteration 83Q: 3 clusters Score -4725412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -4725414.500000 Penalty: 1026.212891
	Iteration 84Q: 3 clusters Score -4725414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -4725422.000000 Penalty: 1026.212891
	Iteration 85Q: 3 clusters Score -4725422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -4725423.500000 Penalty: 1026.212891
	Iteration 86Q: 3 clusters Score -4725424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -4725426.500000 Penalty: 1026.212891
	Iteration 87Q: 3 clusters Score -4725426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -4725438.000000 Penalty: 1026.212891
	Iteration 88Q: 3 clusters Score -4725438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -4725435.500000 Penalty: 1026.212891
	Iteration 89Q: 3 clusters Score -4725436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -4725443.000000 Penalty: 1026.212891
	Iteration 90Q: 3 clusters Score -4725443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -4725438.000000 Penalty: 1026.212891
	Iteration 91Q: 3 clusters Score -4725438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -4725445.000000 Penalty: 1026.212891
	Iteration 92Q: 3 clusters Score -4725445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -4725450.500000 Penalty: 1026.212891
	Iteration 93Q: 3 clusters Score -4725450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -4725469.500000 Penalty: 1026.212891
	Iteration 94Q: 3 clusters Score -4725470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -4725467.000000 Penalty: 1026.212891
	Iteration 95Q: 3 clusters Score -4725467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -4725481.000000 Penalty: 1026.212891
	Iteration 96Q: 3 clusters Score -4725481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -4725492.000000 Penalty: 1026.212891
	Iteration 97Q: 3 clusters Score -4725492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -4725491.500000 Penalty: 1026.212891
	Iteration 98Q: 3 clusters Score -4725492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -4725487.500000 Penalty: 1026.212891
	Iteration 99Q: 3 clusters Score -4725488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -4725495.500000 Penalty: 1026.212891
	Iteration 100F: 3 clusters Score -4725496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -4725499.500000 Penalty: 1026.212891
	Iteration 101Q: 3 clusters Score -4725500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -4725497.500000 Penalty: 1026.212891
	Iteration 102Q: 3 clusters Score -4725498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -4725493.000000 Penalty: 1026.212891
	Iteration 103Q: 3 clusters Score -4725493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -4725489.500000 Penalty: 1026.212891
	Iteration 104Q: 3 clusters Score -4725490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -4725503.000000 Penalty: 1026.212891
	Iteration 105Q: 3 clusters Score -4725503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -4725506.500000 Penalty: 1026.212891
	Iteration 106Q: 3 clusters Score -4725506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -4725498.000000 Penalty: 1026.212891
	Iteration 107Q: 3 clusters Score -4725498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -4725503.500000 Penalty: 1026.212891
	Iteration 108Q: 3 clusters Score -4725504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -4725512.000000 Penalty: 1026.212891
	Iteration 109Q: 3 clusters Score -4725512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -4725521.000000 Penalty: 1026.212891
	Iteration 110Q: 3 clusters Score -4725521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -4725524.000000 Penalty: 1026.212891
	Iteration 111Q: 3 clusters Score -4725524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -4725518.500000 Penalty: 1026.212891
	Iteration 112Q: 3 clusters Score -4725518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -4725521.000000 Penalty: 1026.212891
	Iteration 113Q: 3 clusters Score -4725521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -4725517.000000 Penalty: 1026.212891
	Iteration 114Q: 3 clusters Score -4725517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -4725518.000000 Penalty: 1026.212891
	Iteration 115Q: 3 clusters Score -4725518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -4725519.500000 Penalty: 1026.212891
	Iteration 116Q: 3 clusters Score -4725520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -4725522.000000 Penalty: 1026.212891
	Iteration 117Q: 3 clusters Score -4725522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -4725528.000000 Penalty: 1026.212891
	Iteration 118Q: 3 clusters Score -4725528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -4725527.000000 Penalty: 1026.212891
	Iteration 119Q: 3 clusters Score -4725527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -4725535.000000 Penalty: 1026.212891
	Iteration 120F: 3 clusters Score -4725535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -4725539.500000 Penalty: 1026.212891
	Iteration 121Q: 3 clusters Score -4725540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -4725542.500000 Penalty: 1026.212891
	Iteration 122Q: 3 clusters Score -4725542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -4725549.000000 Penalty: 1026.212891
	Iteration 123Q: 3 clusters Score -4725549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -4725551.000000 Penalty: 1026.212891
	Iteration 124Q: 3 clusters Score -4725551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -4725552.000000 Penalty: 1026.212891
	Iteration 125Q: 3 clusters Score -4725552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -4725556.000000 Penalty: 1026.212891
	Iteration 126Q: 3 clusters Score -4725556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -4725550.500000 Penalty: 1026.212891
	Iteration 127Q: 3 clusters Score -4725550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -4725555.500000 Penalty: 1026.212891
	Iteration 128Q: 3 clusters Score -4725556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -4725560.500000 Penalty: 1026.212891
	Iteration 129Q: 3 clusters Score -4725560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -4725561.500000 Penalty: 1026.212891
	Iteration 130Q: 3 clusters Score -4725562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -4725562.000000 Penalty: 1026.212891
	Iteration 131Q: 3 clusters Score -4725562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -4725563.000000 Penalty: 1026.212891
	Iteration 132Q: 3 clusters Score -4725563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -4725565.000000 Penalty: 1026.212891
	Iteration 133Q: 3 clusters Score -4725565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -4725564.000000 Penalty: 1026.212891
	Iteration 134Q: 3 clusters Score -4725564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -4725565.500000 Penalty: 1026.212891
	Iteration 135Q: 3 clusters Score -4725566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -4725563.000000 Penalty: 1026.212891
	Iteration 136Q: 3 clusters Score -4725563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -4725566.500000 Penalty: 1026.212891
	Iteration 137Q: 3 clusters Score -4725566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -4725566.500000 Penalty: 1026.212891
	Iteration 138F: 3 clusters Score -4725566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Entering Unmasked Estep 
Score: -2021213.125000 Penalty: 470.540466
	Iteration 0F: 2 clusters Score -2021213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2000608.500000 Penalty: 941.080933
	Iteration 0F: 3 clusters Score -2000608 nChanged 14976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2011317.250000 Penalty: 941.080933
	Iteration 1F: 3 clusters Score -2011317 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2012929.000000 Penalty: 941.080933
	Iteration 2F: 3 clusters Score -2012929 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2014778.750000 Penalty: 941.080933
	Iteration 3F: 3 clusters Score -2014779 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2016719.625000 Penalty: 941.080933
	Iteration 4F: 3 clusters Score -2016720 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2018507.875000 Penalty: 941.080933
	Iteration 5F: 3 clusters Score -2018508 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2019785.250000 Penalty: 941.080933
	Iteration 6Q: 3 clusters Score -2019785 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2020438.375000 Penalty: 941.080933
	Iteration 7Q: 3 clusters Score -2020438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2020707.875000 Penalty: 941.080933
	Iteration 8Q: 3 clusters Score -2020708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2020810.250000 Penalty: 941.080933
	Iteration 9Q: 3 clusters Score -2020810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2020878.875000 Penalty: 941.080933
	Iteration 10Q: 3 clusters Score -2020879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2020900.875000 Penalty: 941.080933
	Iteration 11Q: 3 clusters Score -2020901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2020908.375000 Penalty: 941.080933
	Iteration 12Q: 3 clusters Score -2020908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2020918.125000 Penalty: 941.080933
	Iteration 13Q: 3 clusters Score -2020918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2020933.500000 Penalty: 941.080933
	Iteration 14Q: 3 clusters Score -2020934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2020941.000000 Penalty: 941.080933
	Iteration 15Q: 3 clusters Score -2020941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2020946.125000 Penalty: 941.080933
	Iteration 16Q: 3 clusters Score -2020946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2020950.000000 Penalty: 941.080933
	Iteration 17Q: 3 clusters Score -2020950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2020951.000000 Penalty: 941.080933
	Iteration 18Q: 3 clusters Score -2020951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2020951.250000 Penalty: 941.080933
	Iteration 19Q: 3 clusters Score -2020951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2020951.875000 Penalty: 941.080933
	Iteration 20F: 3 clusters Score -2020952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47479.285156 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47479.29 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47834.070312 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47834.07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47924.050781 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47924.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47992.890625 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47992.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48027.214844 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -48027.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48040.031250 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -48040.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48050.105469 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48050.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48064.566406 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48064.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48080.183594 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48080.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48089.445312 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48089.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48098.625000 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48098.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48104.812500 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48104.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48109.699219 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48113.613281 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48113.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48118.960938 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48118.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48131.289062 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48131.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48159.703125 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -48159.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48177.238281 Penalty: 623.361511
	Iteration 17Q: 3 clusters Score -48177.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48185.769531 Penalty: 623.361511
	Iteration 18Q: 3 clusters Score -48185.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48190.183594 Penalty: 623.361511
	Iteration 19Q: 3 clusters Score -48190.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48190.789062 Penalty: 623.361511
	Iteration 20F: 3 clusters Score -48190.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -100861.921875 Penalty: 335.201996
	Iteration 0F: 2 clusters Score -100861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -99686.343750 Penalty: 670.403992
	Iteration 0F: 3 clusters Score -99686.34 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -100049.546875 Penalty: 670.403992
	Iteration 1F: 3 clusters Score -100049.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -100096.515625 Penalty: 670.403992
	Iteration 2F: 3 clusters Score -100096.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -100133.734375 Penalty: 670.403992
	Iteration 3F: 3 clusters Score -100133.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -100153.320312 Penalty: 670.403992
	Iteration 4Q: 3 clusters Score -100153.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -100174.632812 Penalty: 670.403992
	Iteration 5Q: 3 clusters Score -100174.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -100199.359375 Penalty: 670.403992
	Iteration 6Q: 3 clusters Score -100199.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -100226.843750 Penalty: 670.403992
	Iteration 7Q: 3 clusters Score -100226.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -100262.093750 Penalty: 670.403992
	Iteration 8Q: 3 clusters Score -100262.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -100291.882812 Penalty: 670.403992
	Iteration 9Q: 3 clusters Score -100291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -100326.578125 Penalty: 670.403992
	Iteration 10Q: 3 clusters Score -100326.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -100365.515625 Penalty: 670.403992
	Iteration 11Q: 3 clusters Score -100365.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -100405.820312 Penalty: 670.403992
	Iteration 12Q: 3 clusters Score -100405.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -100434.820312 Penalty: 670.403992
	Iteration 13Q: 3 clusters Score -100434.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100447.757812 Penalty: 670.403992
	Iteration 14Q: 3 clusters Score -100447.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100463.898438 Penalty: 670.403992
	Iteration 15Q: 3 clusters Score -100463.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -100470.421875 Penalty: 670.403992
	Iteration 16Q: 3 clusters Score -100470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -100476.851562 Penalty: 670.403992
	Iteration 17Q: 3 clusters Score -100476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -100480.953125 Penalty: 670.403992
	Iteration 18Q: 3 clusters Score -100481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -100484.023438 Penalty: 670.403992
	Iteration 19Q: 3 clusters Score -100484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -100486.000000 Penalty: 670.403992
	Iteration 20F: 3 clusters Score -100486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -100487.671875 Penalty: 670.403992
	Iteration 21Q: 3 clusters Score -100487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -100488.984375 Penalty: 670.403992
	Iteration 22Q: 3 clusters Score -100489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100489.429688 Penalty: 670.403992
	Iteration 23Q: 3 clusters Score -100489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -100490.500000 Penalty: 670.403992
	Iteration 24Q: 3 clusters Score -100490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100491.414062 Penalty: 670.403992
	Iteration 25Q: 3 clusters Score -100491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100491.593750 Penalty: 670.403992
	Iteration 26Q: 3 clusters Score -100491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -100491.843750 Penalty: 670.403992
	Iteration 27Q: 3 clusters Score -100491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100492.554688 Penalty: 670.403992
	Iteration 28Q: 3 clusters Score -100492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -100492.640625 Penalty: 670.403992
	Iteration 29Q: 3 clusters Score -100492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -100492.640625 Penalty: 670.403992
	Iteration 30F: 3 clusters Score -100492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -65331.031250 Penalty: 323.536682
	Iteration 0F: 2 clusters Score -65331.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64385.953125 Penalty: 647.073364
	Iteration 0F: 3 clusters Score -64385.95 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64713.921875 Penalty: 647.073364
	Iteration 1F: 3 clusters Score -64713.92 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -64811.578125 Penalty: 647.073364
	Iteration 2F: 3 clusters Score -64811.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -64875.917969 Penalty: 647.073364
	Iteration 3F: 3 clusters Score -64875.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64924.386719 Penalty: 647.073364
	Iteration 4F: 3 clusters Score -64924.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -64956.003906 Penalty: 647.073364
	Iteration 5Q: 3 clusters Score -64956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -64991.050781 Penalty: 647.073364
	Iteration 6Q: 3 clusters Score -64991.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65018.152344 Penalty: 647.073364
	Iteration 7Q: 3 clusters Score -65018.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65032.050781 Penalty: 647.073364
	Iteration 8Q: 3 clusters Score -65032.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65044.613281 Penalty: 647.073364
	Iteration 9Q: 3 clusters Score -65044.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65056.753906 Penalty: 647.073364
	Iteration 10Q: 3 clusters Score -65056.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65066.214844 Penalty: 647.073364
	Iteration 11Q: 3 clusters Score -65066.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65071.839844 Penalty: 647.073364
	Iteration 12Q: 3 clusters Score -65071.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65076.535156 Penalty: 647.073364
	Iteration 13Q: 3 clusters Score -65076.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65080.507812 Penalty: 647.073364
	Iteration 14Q: 3 clusters Score -65080.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65085.160156 Penalty: 647.073364
	Iteration 15Q: 3 clusters Score -65085.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65092.863281 Penalty: 647.073364
	Iteration 16Q: 3 clusters Score -65092.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65100.890625 Penalty: 647.073364
	Iteration 17Q: 3 clusters Score -65100.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65107.984375 Penalty: 647.073364
	Iteration 18Q: 3 clusters Score -65107.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65117.714844 Penalty: 647.073364
	Iteration 19Q: 3 clusters Score -65117.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65124.894531 Penalty: 647.073364
	Iteration 20F: 3 clusters Score -65124.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65129.312500 Penalty: 647.073364
	Iteration 21Q: 3 clusters Score -65129.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65129.746094 Penalty: 647.073364
	Iteration 22Q: 3 clusters Score -65129.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65131.093750 Penalty: 647.073364
	Iteration 23Q: 3 clusters Score -65131.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65134.488281 Penalty: 647.073364
	Iteration 24Q: 3 clusters Score -65134.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65136.414062 Penalty: 647.073364
	Iteration 25Q: 3 clusters Score -65136.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65138.660156 Penalty: 647.073364
	Iteration 26Q: 3 clusters Score -65138.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65140.523438 Penalty: 647.073364
	Iteration 27Q: 3 clusters Score -65140.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65143.019531 Penalty: 647.073364
	Iteration 28Q: 3 clusters Score -65143.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65145.882812 Penalty: 647.073364
	Iteration 29Q: 3 clusters Score -65145.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65147.640625 Penalty: 647.073364
	Iteration 30Q: 3 clusters Score -65147.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65149.445312 Penalty: 647.073364
	Iteration 31Q: 3 clusters Score -65149.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65149.519531 Penalty: 647.073364
	Iteration 32Q: 3 clusters Score -65149.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65149.519531 Penalty: 647.073364
	Iteration 33F: 3 clusters Score -65149.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -173679.796875 Penalty: 360.758850
	Iteration 0F: 2 clusters Score -173679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -171760.281250 Penalty: 721.517700
	Iteration 0F: 3 clusters Score -171760.3 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -172525.484375 Penalty: 721.517700
	Iteration 1F: 3 clusters Score -172525.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -172714.359375 Penalty: 721.517700
	Iteration 2F: 3 clusters Score -172714.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -172904.390625 Penalty: 721.517700
	Iteration 3F: 3 clusters Score -172904.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -173054.062500 Penalty: 721.517700
	Iteration 4F: 3 clusters Score -173054.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -173163.500000 Penalty: 721.517700
	Iteration 5F: 3 clusters Score -173163.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -173222.484375 Penalty: 721.517700
	Iteration 6Q: 3 clusters Score -173222.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -173249.250000 Penalty: 721.517700
	Iteration 7Q: 3 clusters Score -173249.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -173262.593750 Penalty: 721.517700
	Iteration 8Q: 3 clusters Score -173262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -173274.859375 Penalty: 721.517700
	Iteration 9Q: 3 clusters Score -173274.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -173282.250000 Penalty: 721.517700
	Iteration 10Q: 3 clusters Score -173282.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -173285.234375 Penalty: 721.517700
	Iteration 11Q: 3 clusters Score -173285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -173287.031250 Penalty: 721.517700
	Iteration 12Q: 3 clusters Score -173287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -173288.828125 Penalty: 721.517700
	Iteration 13Q: 3 clusters Score -173288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -173291.093750 Penalty: 721.517700
	Iteration 14Q: 3 clusters Score -173291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -173292.046875 Penalty: 721.517700
	Iteration 15Q: 3 clusters Score -173292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -173293.203125 Penalty: 721.517700
	Iteration 16Q: 3 clusters Score -173293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -173294.000000 Penalty: 721.517700
	Iteration 17Q: 3 clusters Score -173294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -173294.562500 Penalty: 721.517700
	Iteration 18Q: 3 clusters Score -173294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -173295.093750 Penalty: 721.517700
	Iteration 19Q: 3 clusters Score -173295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -173295.593750 Penalty: 721.517700
	Iteration 20F: 3 clusters Score -173295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -173297.046875 Penalty: 721.517700
	Iteration 21Q: 3 clusters Score -173297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -173298.296875 Penalty: 721.517700
	Iteration 22Q: 3 clusters Score -173298.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -173299.281250 Penalty: 721.517700
	Iteration 23Q: 3 clusters Score -173299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -173300.234375 Penalty: 721.517700
	Iteration 24Q: 3 clusters Score -173300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -173302.015625 Penalty: 721.517700
	Iteration 25Q: 3 clusters Score -173302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -173304.093750 Penalty: 721.517700
	Iteration 26Q: 3 clusters Score -173304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -173305.875000 Penalty: 721.517700
	Iteration 27Q: 3 clusters Score -173305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -173308.562500 Penalty: 721.517700
	Iteration 28Q: 3 clusters Score -173308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -173311.765625 Penalty: 721.517700
	Iteration 29Q: 3 clusters Score -173311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -173315.828125 Penalty: 721.517700
	Iteration 30Q: 3 clusters Score -173315.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -173321.515625 Penalty: 721.517700
	Iteration 31Q: 3 clusters Score -173321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -173326.015625 Penalty: 721.517700
	Iteration 32Q: 3 clusters Score -173326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -173328.375000 Penalty: 721.517700
	Iteration 33Q: 3 clusters Score -173328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -173329.484375 Penalty: 721.517700
	Iteration 34Q: 3 clusters Score -173329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -173330.078125 Penalty: 721.517700
	Iteration 35Q: 3 clusters Score -173330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -173331.234375 Penalty: 721.517700
	Iteration 36Q: 3 clusters Score -173331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -173331.296875 Penalty: 721.517700
	Iteration 37Q: 3 clusters Score -173331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -173331.296875 Penalty: 721.517700
	Iteration 38F: 3 clusters Score -173331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4788.208008 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4788.208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4905.287598 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4905.288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4913.136230 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -4913.136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4915.643066 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4915.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4917.678223 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -4917.678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4921.471680 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -4921.472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4921.471680 Penalty: 434.132324
	Iteration 6F: 3 clusters Score -4921.472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -32439.144531 Penalty: 285.672729
	Iteration 0F: 2 clusters Score -32439.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31950.933594 Penalty: 571.345459
	Iteration 0F: 3 clusters Score -31950.93 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32067.324219 Penalty: 571.345459
	Iteration 1F: 3 clusters Score -32067.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32102.115234 Penalty: 571.345459
	Iteration 2F: 3 clusters Score -32102.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32125.625000 Penalty: 571.345459
	Iteration 3F: 3 clusters Score -32125.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32139.906250 Penalty: 571.345459
	Iteration 4Q: 3 clusters Score -32139.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32148.214844 Penalty: 571.345459
	Iteration 5Q: 3 clusters Score -32148.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32152.648438 Penalty: 571.345459
	Iteration 6Q: 3 clusters Score -32152.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32156.951172 Penalty: 571.345459
	Iteration 7Q: 3 clusters Score -32156.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32158.191406 Penalty: 571.345459
	Iteration 8Q: 3 clusters Score -32158.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32159.908203 Penalty: 571.345459
	Iteration 9Q: 3 clusters Score -32159.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32160.861328 Penalty: 571.345459
	Iteration 10Q: 3 clusters Score -32160.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -32162.476562 Penalty: 571.345459
	Iteration 11Q: 3 clusters Score -32162.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32163.390625 Penalty: 571.345459
	Iteration 12Q: 3 clusters Score -32163.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32165.333984 Penalty: 571.345459
	Iteration 13Q: 3 clusters Score -32165.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32166.468750 Penalty: 571.345459
	Iteration 14Q: 3 clusters Score -32166.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32166.468750 Penalty: 571.345459
	Iteration 15F: 3 clusters Score -32166.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Entering Unmasked Estep 
Score: -1172748.000000 Penalty: 444.797455
	Iteration 0F: 2 clusters Score -1172748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1161071.875000 Penalty: 889.594910
	Iteration 0F: 3 clusters Score -1161072 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1166112.125000 Penalty: 889.594910
	Iteration 1F: 3 clusters Score -1166112 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1166598.625000 Penalty: 889.594910
	Iteration 2F: 3 clusters Score -1166599 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1167340.125000 Penalty: 889.594910
	Iteration 3F: 3 clusters Score -1167340 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1168325.250000 Penalty: 889.594910
	Iteration 4F: 3 clusters Score -1168325 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1169117.250000 Penalty: 889.594910
	Iteration 5F: 3 clusters Score -1169117 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1169551.125000 Penalty: 889.594910
	Iteration 6F: 3 clusters Score -1169551 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1169720.500000 Penalty: 889.594910
	Iteration 7Q: 3 clusters Score -1169720 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1169836.500000 Penalty: 889.594910
	Iteration 8Q: 3 clusters Score -1169836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1169910.500000 Penalty: 889.594910
	Iteration 9Q: 3 clusters Score -1169910 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1169991.000000 Penalty: 889.594910
	Iteration 10Q: 3 clusters Score -1169991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1170065.625000 Penalty: 889.594910
	Iteration 11Q: 3 clusters Score -1170066 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1170138.125000 Penalty: 889.594910
	Iteration 12Q: 3 clusters Score -1170138 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1170216.125000 Penalty: 889.594910
	Iteration 13Q: 3 clusters Score -1170216 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1170286.500000 Penalty: 889.594910
	Iteration 14Q: 3 clusters Score -1170286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1170359.750000 Penalty: 889.594910
	Iteration 15Q: 3 clusters Score -1170360 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1170415.750000 Penalty: 889.594910
	Iteration 16Q: 3 clusters Score -1170416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1170453.875000 Penalty: 889.594910
	Iteration 17Q: 3 clusters Score -1170454 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1170485.125000 Penalty: 889.594910
	Iteration 18Q: 3 clusters Score -1170485 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1170510.875000 Penalty: 889.594910
	Iteration 19Q: 3 clusters Score -1170511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1170534.625000 Penalty: 889.594910
	Iteration 20F: 3 clusters Score -1170535 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1170561.625000 Penalty: 889.594910
	Iteration 21Q: 3 clusters Score -1170562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1170587.500000 Penalty: 889.594910
	Iteration 22Q: 3 clusters Score -1170588 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1170618.500000 Penalty: 889.594910
	Iteration 23Q: 3 clusters Score -1170618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1170640.375000 Penalty: 889.594910
	Iteration 24Q: 3 clusters Score -1170640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1170648.125000 Penalty: 889.594910
	Iteration 25Q: 3 clusters Score -1170648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1170660.125000 Penalty: 889.594910
	Iteration 26Q: 3 clusters Score -1170660 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1170669.875000 Penalty: 889.594910
	Iteration 27Q: 3 clusters Score -1170670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1170685.500000 Penalty: 889.594910
	Iteration 28Q: 3 clusters Score -1170686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1170694.875000 Penalty: 889.594910
	Iteration 29Q: 3 clusters Score -1170695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1170705.250000 Penalty: 889.594910
	Iteration 30Q: 3 clusters Score -1170705 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1170719.875000 Penalty: 889.594910
	Iteration 31Q: 3 clusters Score -1170720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1170732.250000 Penalty: 889.594910
	Iteration 32Q: 3 clusters Score -1170732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1170743.625000 Penalty: 889.594910
	Iteration 33Q: 3 clusters Score -1170744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1170753.750000 Penalty: 889.594910
	Iteration 34Q: 3 clusters Score -1170754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1170758.500000 Penalty: 889.594910
	Iteration 35Q: 3 clusters Score -1170758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1170766.250000 Penalty: 889.594910
	Iteration 36Q: 3 clusters Score -1170766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1170777.625000 Penalty: 889.594910
	Iteration 37Q: 3 clusters Score -1170778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1170787.125000 Penalty: 889.594910
	Iteration 38Q: 3 clusters Score -1170787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1170793.000000 Penalty: 889.594910
	Iteration 39Q: 3 clusters Score -1170793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1170804.375000 Penalty: 889.594910
	Iteration 40F: 3 clusters Score -1170804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1170812.000000 Penalty: 889.594910
	Iteration 41Q: 3 clusters Score -1170812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1170830.625000 Penalty: 889.594910
	Iteration 42Q: 3 clusters Score -1170831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1170848.250000 Penalty: 889.594910
	Iteration 43Q: 3 clusters Score -1170848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1170862.500000 Penalty: 889.594910
	Iteration 44Q: 3 clusters Score -1170862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1170884.625000 Penalty: 889.594910
	Iteration 45Q: 3 clusters Score -1170885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1170896.625000 Penalty: 889.594910
	Iteration 46Q: 3 clusters Score -1170897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1170911.875000 Penalty: 889.594910
	Iteration 47Q: 3 clusters Score -1170912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1170927.625000 Penalty: 889.594910
	Iteration 48Q: 3 clusters Score -1170928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1170943.875000 Penalty: 889.594910
	Iteration 49Q: 3 clusters Score -1170944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1170967.250000 Penalty: 889.594910
	Iteration 50Q: 3 clusters Score -1170967 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1170995.500000 Penalty: 889.594910
	Iteration 51Q: 3 clusters Score -1170996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1171016.500000 Penalty: 889.594910
	Iteration 52Q: 3 clusters Score -1171016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1171053.375000 Penalty: 889.594910
	Iteration 53Q: 3 clusters Score -1171053 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1171081.125000 Penalty: 889.594910
	Iteration 54Q: 3 clusters Score -1171081 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1171111.875000 Penalty: 889.594910
	Iteration 55Q: 3 clusters Score -1171112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1171150.250000 Penalty: 889.594910
	Iteration 56Q: 3 clusters Score -1171150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1171199.500000 Penalty: 889.594910
	Iteration 57Q: 3 clusters Score -1171200 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1171255.750000 Penalty: 889.594910
	Iteration 58Q: 3 clusters Score -1171256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1171324.875000 Penalty: 889.594910
	Iteration 59Q: 3 clusters Score -1171325 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1171395.625000 Penalty: 889.594910
	Iteration 60F: 3 clusters Score -1171396 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1171480.375000 Penalty: 889.594910
	Iteration 61Q: 3 clusters Score -1171480 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1171566.625000 Penalty: 889.594910
	Iteration 62Q: 3 clusters Score -1171567 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1171638.000000 Penalty: 889.594910
	Iteration 63Q: 3 clusters Score -1171638 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1171711.250000 Penalty: 889.594910
	Iteration 64Q: 3 clusters Score -1171711 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1171774.625000 Penalty: 889.594910
	Iteration 65Q: 3 clusters Score -1171775 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1171845.750000 Penalty: 889.594910
	Iteration 66Q: 3 clusters Score -1171846 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1171903.750000 Penalty: 889.594910
	Iteration 67Q: 3 clusters Score -1171904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1171950.625000 Penalty: 889.594910
	Iteration 68Q: 3 clusters Score -1171951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1171997.000000 Penalty: 889.594910
	Iteration 69Q: 3 clusters Score -1171997 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1172043.125000 Penalty: 889.594910
	Iteration 70Q: 3 clusters Score -1172043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1172080.625000 Penalty: 889.594910
	Iteration 71Q: 3 clusters Score -1172081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1172109.250000 Penalty: 889.594910
	Iteration 72Q: 3 clusters Score -1172109 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1172138.375000 Penalty: 889.594910
	Iteration 73Q: 3 clusters Score -1172138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1172156.000000 Penalty: 889.594910
	Iteration 74Q: 3 clusters Score -1172156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1172169.500000 Penalty: 889.594910
	Iteration 75Q: 3 clusters Score -1172170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1172187.750000 Penalty: 889.594910
	Iteration 76Q: 3 clusters Score -1172188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1172199.750000 Penalty: 889.594910
	Iteration 77Q: 3 clusters Score -1172200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1172214.375000 Penalty: 889.594910
	Iteration 78Q: 3 clusters Score -1172214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1172228.000000 Penalty: 889.594910
	Iteration 79Q: 3 clusters Score -1172228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1172238.250000 Penalty: 889.594910
	Iteration 80F: 3 clusters Score -1172238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1172247.000000 Penalty: 889.594910
	Iteration 81Q: 3 clusters Score -1172247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1172255.500000 Penalty: 889.594910
	Iteration 82Q: 3 clusters Score -1172256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1172262.375000 Penalty: 889.594910
	Iteration 83Q: 3 clusters Score -1172262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1172271.375000 Penalty: 889.594910
	Iteration 84Q: 3 clusters Score -1172271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1172274.625000 Penalty: 889.594910
	Iteration 85Q: 3 clusters Score -1172275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1172281.000000 Penalty: 889.594910
	Iteration 86Q: 3 clusters Score -1172281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1172282.500000 Penalty: 889.594910
	Iteration 87Q: 3 clusters Score -1172282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1172286.125000 Penalty: 889.594910
	Iteration 88Q: 3 clusters Score -1172286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1172288.000000 Penalty: 889.594910
	Iteration 89Q: 3 clusters Score -1172288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1172288.625000 Penalty: 889.594910
	Iteration 90Q: 3 clusters Score -1172289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1172289.500000 Penalty: 889.594910
	Iteration 91Q: 3 clusters Score -1172290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1172289.750000 Penalty: 889.594910
	Iteration 92Q: 3 clusters Score -1172290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1172290.750000 Penalty: 889.594910
	Iteration 93Q: 3 clusters Score -1172291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1172291.875000 Penalty: 889.594910
	Iteration 94Q: 3 clusters Score -1172292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1172292.625000 Penalty: 889.594910
	Iteration 95Q: 3 clusters Score -1172293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1172293.750000 Penalty: 889.594910
	Iteration 96Q: 3 clusters Score -1172294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1172297.000000 Penalty: 889.594910
	Iteration 97Q: 3 clusters Score -1172297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1172296.000000 Penalty: 889.594910
	Iteration 98Q: 3 clusters Score -1172296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1172295.500000 Penalty: 889.594910
	Iteration 99Q: 3 clusters Score -1172296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1172295.250000 Penalty: 889.594910
	Iteration 100F: 3 clusters Score -1172295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -3225441.500000 Penalty: 491.870209
	Iteration 0F: 2 clusters Score -3225442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3192743.750000 Penalty: 983.740417
	Iteration 0F: 3 clusters Score -3192744 nChanged 24019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3206693.500000 Penalty: 983.740417
	Iteration 1F: 3 clusters Score -3206694 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3207293.000000 Penalty: 983.740417
	Iteration 2Q: 3 clusters Score -3207293 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3208049.000000 Penalty: 983.740417
	Iteration 3Q: 3 clusters Score -3208049 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3209135.000000 Penalty: 983.740417
	Iteration 4F: 3 clusters Score -3209135 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3210582.250000 Penalty: 983.740417
	Iteration 5F: 3 clusters Score -3210582 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3212599.250000 Penalty: 983.740417
	Iteration 6F: 3 clusters Score -3212599 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3214969.750000 Penalty: 983.740417
	Iteration 7F: 3 clusters Score -3214970 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3218097.000000 Penalty: 983.740417
	Iteration 8F: 3 clusters Score -3218097 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3220625.000000 Penalty: 983.740417
	Iteration 9F: 3 clusters Score -3220625 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3222349.500000 Penalty: 983.740417
	Iteration 10Q: 3 clusters Score -3222350 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3223429.250000 Penalty: 983.740417
	Iteration 11Q: 3 clusters Score -3223429 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3224134.750000 Penalty: 983.740417
	Iteration 12Q: 3 clusters Score -3224135 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3224508.000000 Penalty: 983.740417
	Iteration 13Q: 3 clusters Score -3224508 nChanged 385
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: -3224718.000000 Penalty: 983.740417
	Iteration 14Q: 3 clusters Score -3224718 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3224851.250000 Penalty: 983.740417
	Iteration 15Q: 3 clusters Score -3224851 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3224935.750000 Penalty: 983.740417
	Iteration 16Q: 3 clusters Score -3224936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3224980.000000 Penalty: 983.740417
	Iteration 17Q: 3 clusters Score -3224980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3224999.750000 Penalty: 983.740417
	Iteration 18Q: 3 clusters Score -3225000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3225005.500000 Penalty: 983.740417
	Iteration 19Q: 3 clusters Score -3225006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3225018.250000 Penalty: 983.740417
	Iteration 20F: 3 clusters Score -3225018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3225035.250000 Penalty: 983.740417
	Iteration 21Q: 3 clusters Score -3225035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3225040.250000 Penalty: 983.740417
	Iteration 22Q: 3 clusters Score -3225040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3225052.250000 Penalty: 983.740417
	Iteration 23Q: 3 clusters Score -3225052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3225057.500000 Penalty: 983.740417
	Iteration 24Q: 3 clusters Score -3225058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3225059.500000 Penalty: 983.740417
	Iteration 25Q: 3 clusters Score -3225060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3225059.000000 Penalty: 983.740417
	Iteration 26Q: 3 clusters Score -3225059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3225063.500000 Penalty: 983.740417
	Iteration 27Q: 3 clusters Score -3225064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3225065.000000 Penalty: 983.740417
	Iteration 28Q: 3 clusters Score -3225065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3225067.000000 Penalty: 983.740417
	Iteration 29Q: 3 clusters Score -3225067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3225067.000000 Penalty: 983.740417
	Iteration 30F: 3 clusters Score -3225067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Entering Unmasked Estep 
Score: -1320488.875000 Penalty: 452.770111
	Iteration 0F: 2 clusters Score -1320489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1306490.750000 Penalty: 905.540222
	Iteration 0F: 3 clusters Score -1306491 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1312452.625000 Penalty: 905.540222
	Iteration 1F: 3 clusters Score -1312453 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1312779.375000 Penalty: 905.540222
	Iteration 2Q: 3 clusters Score -1312779 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1313199.000000 Penalty: 905.540222
	Iteration 3Q: 3 clusters Score -1313199 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1313797.000000 Penalty: 905.540222
	Iteration 4F: 3 clusters Score -1313797 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1314661.250000 Penalty: 905.540222
	Iteration 5F: 3 clusters Score -1314661 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1315714.250000 Penalty: 905.540222
	Iteration 6F: 3 clusters Score -1315714 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1316848.375000 Penalty: 905.540222
	Iteration 7F: 3 clusters Score -1316848 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1317704.625000 Penalty: 905.540222
	Iteration 8F: 3 clusters Score -1317705 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1318100.625000 Penalty: 905.540222
	Iteration 9Q: 3 clusters Score -1318101 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1318301.750000 Penalty: 905.540222
	Iteration 10Q: 3 clusters Score -1318302 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1318428.875000 Penalty: 905.540222
	Iteration 11Q: 3 clusters Score -1318429 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1318532.250000 Penalty: 905.540222
	Iteration 12Q: 3 clusters Score -1318532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1318620.000000 Penalty: 905.540222
	Iteration 13Q: 3 clusters Score -1318620 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1318709.125000 Penalty: 905.540222
	Iteration 14Q: 3 clusters Score -1318709 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1318797.875000 Penalty: 905.540222
	Iteration 15Q: 3 clusters Score -1318798 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1318874.375000 Penalty: 905.540222
	Iteration 16Q: 3 clusters Score -1318874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1318951.500000 Penalty: 905.540222
	Iteration 17Q: 3 clusters Score -1318952 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1319037.125000 Penalty: 905.540222
	Iteration 18Q: 3 clusters Score -1319037 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1319118.500000 Penalty: 905.540222
	Iteration 19Q: 3 clusters Score -1319118 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1319195.875000 Penalty: 905.540222
	Iteration 20F: 3 clusters Score -1319196 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1319268.625000 Penalty: 905.540222
	Iteration 21Q: 3 clusters Score -1319269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1319323.375000 Penalty: 905.540222
	Iteration 22Q: 3 clusters Score -1319323 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1319364.500000 Penalty: 905.540222
	Iteration 23Q: 3 clusters Score -1319364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1319403.125000 Penalty: 905.540222
	Iteration 24Q: 3 clusters Score -1319403 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1319439.125000 Penalty: 905.540222
	Iteration 25Q: 3 clusters Score -1319439 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1319466.125000 Penalty: 905.540222
	Iteration 26Q: 3 clusters Score -1319466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1319486.125000 Penalty: 905.540222
	Iteration 27Q: 3 clusters Score -1319486 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1319504.500000 Penalty: 905.540222
	Iteration 28Q: 3 clusters Score -1319504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1319524.125000 Penalty: 905.540222
	Iteration 29Q: 3 clusters Score -1319524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1319539.500000 Penalty: 905.540222
	Iteration 30Q: 3 clusters Score -1319540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1319553.375000 Penalty: 905.540222
	Iteration 31Q: 3 clusters Score -1319553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1319564.125000 Penalty: 905.540222
	Iteration 32Q: 3 clusters Score -1319564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1319571.000000 Penalty: 905.540222
	Iteration 33Q: 3 clusters Score -1319571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1319581.500000 Penalty: 905.540222
	Iteration 34Q: 3 clusters Score -1319582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1319587.500000 Penalty: 905.540222
	Iteration 35Q: 3 clusters Score -1319588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1319594.375000 Penalty: 905.540222
	Iteration 36Q: 3 clusters Score -1319594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1319599.375000 Penalty: 905.540222
	Iteration 37Q: 3 clusters Score -1319599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1319606.000000 Penalty: 905.540222
	Iteration 38Q: 3 clusters Score -1319606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1319614.750000 Penalty: 905.540222
	Iteration 39Q: 3 clusters Score -1319615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1319617.250000 Penalty: 905.540222
	Iteration 40F: 3 clusters Score -1319617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1319622.625000 Penalty: 905.540222
	Iteration 41Q: 3 clusters Score -1319623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1319625.000000 Penalty: 905.540222
	Iteration 42Q: 3 clusters Score -1319625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1319630.250000 Penalty: 905.540222
	Iteration 43Q: 3 clusters Score -1319630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1319638.250000 Penalty: 905.540222
	Iteration 44Q: 3 clusters Score -1319638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1319640.000000 Penalty: 905.540222
	Iteration 45Q: 3 clusters Score -1319640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1319642.875000 Penalty: 905.540222
	Iteration 46Q: 3 clusters Score -1319643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1319647.500000 Penalty: 905.540222
	Iteration 47Q: 3 clusters Score -1319648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1319652.000000 Penalty: 905.540222
	Iteration 48Q: 3 clusters Score -1319652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1319655.750000 Penalty: 905.540222
	Iteration 49Q: 3 clusters Score -1319656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1319657.000000 Penalty: 905.540222
	Iteration 50Q: 3 clusters Score -1319657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1319655.375000 Penalty: 905.540222
	Iteration 51Q: 3 clusters Score -1319655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1319654.125000 Penalty: 905.540222
	Iteration 52Q: 3 clusters Score -1319654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1319656.375000 Penalty: 905.540222
	Iteration 53Q: 3 clusters Score -1319656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1319657.750000 Penalty: 905.540222
	Iteration 54Q: 3 clusters Score -1319658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1319657.375000 Penalty: 905.540222
	Iteration 55Q: 3 clusters Score -1319657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1319657.375000 Penalty: 905.540222
	Iteration 56Q: 3 clusters Score -1319657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1319656.750000 Penalty: 905.540222
	Iteration 57Q: 3 clusters Score -1319657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1319657.875000 Penalty: 905.540222
	Iteration 58Q: 3 clusters Score -1319658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1319661.000000 Penalty: 905.540222
	Iteration 59Q: 3 clusters Score -1319661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1319660.625000 Penalty: 905.540222
	Iteration 60F: 3 clusters Score -1319661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1319661.875000 Penalty: 905.540222
	Iteration 61Q: 3 clusters Score -1319662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1319660.000000 Penalty: 905.540222
	Iteration 62Q: 3 clusters Score -1319660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1319660.000000 Penalty: 905.540222
	Iteration 63Q: 3 clusters Score -1319660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1319660.125000 Penalty: 905.540222
	Iteration 64Q: 3 clusters Score -1319660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1319661.125000 Penalty: 905.540222
	Iteration 65Q: 3 clusters Score -1319661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1319658.250000 Penalty: 905.540222
	Iteration 66Q: 3 clusters Score -1319658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1319660.500000 Penalty: 905.540222
	Iteration 67Q: 3 clusters Score -1319660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1319661.125000 Penalty: 905.540222
	Iteration 68Q: 3 clusters Score -1319661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1319662.500000 Penalty: 905.540222
	Iteration 69Q: 3 clusters Score -1319662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1319662.500000 Penalty: 905.540222
	Iteration 70F: 3 clusters Score -1319662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1779.279907 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1779.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1810.380737 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1810.381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1811.807007 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1811.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1811.807007 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1811.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -95333.132812 Penalty: 336.867004
	Iteration 0F: 2 clusters Score -95333.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -94116.164062 Penalty: 673.734009
	Iteration 0F: 3 clusters Score -94116.16 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -94498.281250 Penalty: 673.734009
	Iteration 1F: 3 clusters Score -94498.28 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -94562.289062 Penalty: 673.734009
	Iteration 2F: 3 clusters Score -94562.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -94603.156250 Penalty: 673.734009
	Iteration 3Q: 3 clusters Score -94603.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -94659.335938 Penalty: 673.734009
	Iteration 4Q: 3 clusters Score -94659.34 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -94737.859375 Penalty: 673.734009
	Iteration 5F: 3 clusters Score -94737.86 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -94820.750000 Penalty: 673.734009
	Iteration 6F: 3 clusters Score -94820.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -94896.796875 Penalty: 673.734009
	Iteration 7Q: 3 clusters Score -94896.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -94966.921875 Penalty: 673.734009
	Iteration 8Q: 3 clusters Score -94966.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -95010.476562 Penalty: 673.734009
	Iteration 9Q: 3 clusters Score -95010.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -95036.992188 Penalty: 673.734009
	Iteration 10Q: 3 clusters Score -95036.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -95051.148438 Penalty: 673.734009
	Iteration 11Q: 3 clusters Score -95051.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -95055.179688 Penalty: 673.734009
	Iteration 12Q: 3 clusters Score -95055.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -95055.484375 Penalty: 673.734009
	Iteration 13Q: 3 clusters Score -95055.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -95056.085938 Penalty: 673.734009
	Iteration 14Q: 3 clusters Score -95056.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -95057.273438 Penalty: 673.734009
	Iteration 15Q: 3 clusters Score -95057.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -95061.843750 Penalty: 673.734009
	Iteration 16Q: 3 clusters Score -95061.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -95064.695312 Penalty: 673.734009
	Iteration 17Q: 3 clusters Score -95064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -95065.335938 Penalty: 673.734009
	Iteration 18Q: 3 clusters Score -95065.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -95066.898438 Penalty: 673.734009
	Iteration 19Q: 3 clusters Score -95066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -95069.179688 Penalty: 673.734009
	Iteration 20F: 3 clusters Score -95069.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -95069.960938 Penalty: 673.734009
	Iteration 21Q: 3 clusters Score -95069.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -95070.484375 Penalty: 673.734009
	Iteration 22Q: 3 clusters Score -95070.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -95070.578125 Penalty: 673.734009
	Iteration 23Q: 3 clusters Score -95070.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -95070.578125 Penalty: 673.734009
	Iteration 24F: 3 clusters Score -95070.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -203788.531250 Penalty: 364.667328
	Iteration 0F: 2 clusters Score -203788.5 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 1492 members 
Entering Unmasked Estep 
Score: -201716.046875 Penalty: 729.334656
	Iteration 0F: 3 clusters Score -201716 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -202445.078125 Penalty: 729.334656
	Iteration 1F: 3 clusters Score -202445.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -202540.796875 Penalty: 729.334656
	Iteration 2F: 3 clusters Score -202540.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -202631.890625 Penalty: 729.334656
	Iteration 3F: 3 clusters Score -202631.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -202756.218750 Penalty: 729.334656
	Iteration 4F: 3 clusters Score -202756.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -202902.015625 Penalty: 729.334656
	Iteration 5F: 3 clusters Score -202902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -203034.265625 Penalty: 729.334656
	Iteration 6F: 3 clusters Score -203034.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -203103.859375 Penalty: 729.334656
	Iteration 7Q: 3 clusters Score -203103.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -203137.609375 Penalty: 729.334656
	Iteration 8Q: 3 clusters Score -203137.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -203155.718750 Penalty: 729.334656
	Iteration 9Q: 3 clusters Score -203155.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -203166.671875 Penalty: 729.334656
	Iteration 10Q: 3 clusters Score -203166.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -203174.421875 Penalty: 729.334656
	Iteration 11Q: 3 clusters Score -203174.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -203182.187500 Penalty: 729.334656
	Iteration 12Q: 3 clusters Score -203182.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -203189.375000 Penalty: 729.334656
	Iteration 13Q: 3 clusters Score -203189.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -203197.406250 Penalty: 729.334656
	Iteration 14Q: 3 clusters Score -203197.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -203205.765625 Penalty: 729.334656
	Iteration 15Q: 3 clusters Score -203205.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -203211.078125 Penalty: 729.334656
	Iteration 16Q: 3 clusters Score -203211.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -203215.812500 Penalty: 729.334656
	Iteration 17Q: 3 clusters Score -203215.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -203218.500000 Penalty: 729.334656
	Iteration 18Q: 3 clusters Score -203218.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -203221.140625 Penalty: 729.334656
	Iteration 19Q: 3 clusters Score -203221.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -203223.062500 Penalty: 729.334656
	Iteration 20F: 3 clusters Score -203223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -203225.562500 Penalty: 729.334656
	Iteration 21Q: 3 clusters Score -203225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -203227.921875 Penalty: 729.334656
	Iteration 22Q: 3 clusters Score -203227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -203229.046875 Penalty: 729.334656
	Iteration 23Q: 3 clusters Score -203229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -203230.015625 Penalty: 729.334656
	Iteration 24Q: 3 clusters Score -203230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203230.843750 Penalty: 729.334656
	Iteration 25Q: 3 clusters Score -203230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -203230.968750 Penalty: 729.334656
	Iteration 26Q: 3 clusters Score -203231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -203231.656250 Penalty: 729.334656
	Iteration 27Q: 3 clusters Score -203231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -203232.000000 Penalty: 729.334656
	Iteration 28Q: 3 clusters Score -203232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -203232.343750 Penalty: 729.334656
	Iteration 29Q: 3 clusters Score -203232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -203232.953125 Penalty: 729.334656
	Iteration 30Q: 3 clusters Score -203233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -203233.593750 Penalty: 729.334656
	Iteration 31Q: 3 clusters Score -203233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -203233.953125 Penalty: 729.334656
	Iteration 32Q: 3 clusters Score -203234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -203234.093750 Penalty: 729.334656
	Iteration 33Q: 3 clusters Score -203234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -203234.093750 Penalty: 729.334656
	Iteration 34Q: 3 clusters Score -203234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -203234.203125 Penalty: 729.334656
	Iteration 35Q: 3 clusters Score -203234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -203234.718750 Penalty: 729.334656
	Iteration 36Q: 3 clusters Score -203234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -203235.093750 Penalty: 729.334656
	Iteration 37Q: 3 clusters Score -203235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -203235.656250 Penalty: 729.334656
	Iteration 38Q: 3 clusters Score -203235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -203236.468750 Penalty: 729.334656
	Iteration 39Q: 3 clusters Score -203236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203236.687500 Penalty: 729.334656
	Iteration 40F: 3 clusters Score -203236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -203237.406250 Penalty: 729.334656
	Iteration 41Q: 3 clusters Score -203237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203238.437500 Penalty: 729.334656
	Iteration 42Q: 3 clusters Score -203238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -203238.531250 Penalty: 729.334656
	Iteration 43Q: 3 clusters Score -203238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -203239.078125 Penalty: 729.334656
	Iteration 44Q: 3 clusters Score -203239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -203239.015625 Penalty: 729.334656
	Iteration 45Q: 3 clusters Score -203239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203239.312500 Penalty: 729.334656
	Iteration 46Q: 3 clusters Score -203239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203239.515625 Penalty: 729.334656
	Iteration 47Q: 3 clusters Score -203239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203239.562500 Penalty: 729.334656
	Iteration 48Q: 3 clusters Score -203239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -203239.828125 Penalty: 729.334656
	Iteration 49Q: 3 clusters Score -203239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -203240.015625 Penalty: 729.334656
	Iteration 50Q: 3 clusters Score -203240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -203240.375000 Penalty: 729.334656
	Iteration 51Q: 3 clusters Score -203240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -203240.546875 Penalty: 729.334656
	Iteration 52Q: 3 clusters Score -203240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203240.843750 Penalty: 729.334656
	Iteration 53Q: 3 clusters Score -203240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -203241.078125 Penalty: 729.334656
	Iteration 54Q: 3 clusters Score -203241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203243.125000 Penalty: 729.334656
	Iteration 55Q: 3 clusters Score -203243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203244.234375 Penalty: 729.334656
	Iteration 56Q: 3 clusters Score -203244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -203245.421875 Penalty: 729.334656
	Iteration 57Q: 3 clusters Score -203245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -203247.812500 Penalty: 729.334656
	Iteration 58Q: 3 clusters Score -203247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -203250.968750 Penalty: 729.334656
	Iteration 59Q: 3 clusters Score -203251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -203253.484375 Penalty: 729.334656
	Iteration 60F: 3 clusters Score -203253.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203257.062500 Penalty: 729.334656
	Iteration 61Q: 3 clusters Score -203257.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -203259.968750 Penalty: 729.334656
	Iteration 62Q: 3 clusters Score -203260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203261.109375 Penalty: 729.334656
	Iteration 63Q: 3 clusters Score -203261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203261.890625 Penalty: 729.334656
	Iteration 64Q: 3 clusters Score -203261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -203262.906250 Penalty: 729.334656
	Iteration 65Q: 3 clusters Score -203262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -203262.843750 Penalty: 729.334656
	Iteration 66Q: 3 clusters Score -203262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -203262.843750 Penalty: 729.334656
	Iteration 67F: 3 clusters Score -203262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Entering Unmasked Estep 
Score: -1337989.125000 Penalty: 451.658875
	Iteration 0F: 2 clusters Score -1337989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1324355.750000 Penalty: 903.317749
	Iteration 0F: 3 clusters Score -1324356 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1329907.125000 Penalty: 903.317749
	Iteration 1F: 3 clusters Score -1329907 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1330242.375000 Penalty: 903.317749
	Iteration 2Q: 3 clusters Score -1330242 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1330852.000000 Penalty: 903.317749
	Iteration 3F: 3 clusters Score -1330852 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1331836.250000 Penalty: 903.317749
	Iteration 4F: 3 clusters Score -1331836 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1333087.250000 Penalty: 903.317749
	Iteration 5F: 3 clusters Score -1333087 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1334439.375000 Penalty: 903.317749
	Iteration 6F: 3 clusters Score -1334439 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1335418.125000 Penalty: 903.317749
	Iteration 7F: 3 clusters Score -1335418 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1336082.000000 Penalty: 903.317749
	Iteration 8Q: 3 clusters Score -1336082 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1336528.000000 Penalty: 903.317749
	Iteration 9Q: 3 clusters Score -1336528 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1336837.875000 Penalty: 903.317749
	Iteration 10Q: 3 clusters Score -1336838 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1337048.125000 Penalty: 903.317749
	Iteration 11Q: 3 clusters Score -1337048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1337191.875000 Penalty: 903.317749
	Iteration 12Q: 3 clusters Score -1337192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1337325.500000 Penalty: 903.317749
	Iteration 13Q: 3 clusters Score -1337326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1337411.875000 Penalty: 903.317749
	Iteration 14Q: 3 clusters Score -1337412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1337474.125000 Penalty: 903.317749
	Iteration 15Q: 3 clusters Score -1337474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1337516.500000 Penalty: 903.317749
	Iteration 16Q: 3 clusters Score -1337516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1337538.250000 Penalty: 903.317749
	Iteration 17Q: 3 clusters Score -1337538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1337555.750000 Penalty: 903.317749
	Iteration 18Q: 3 clusters Score -1337556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1337568.125000 Penalty: 903.317749
	Iteration 19Q: 3 clusters Score -1337568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1337572.375000 Penalty: 903.317749
	Iteration 20F: 3 clusters Score -1337572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1337579.625000 Penalty: 903.317749
	Iteration 21Q: 3 clusters Score -1337580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1337581.375000 Penalty: 903.317749
	Iteration 22Q: 3 clusters Score -1337581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1337588.750000 Penalty: 903.317749
	Iteration 23Q: 3 clusters Score -1337589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1337598.500000 Penalty: 903.317749
	Iteration 24Q: 3 clusters Score -1337598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1337600.750000 Penalty: 903.317749
	Iteration 25Q: 3 clusters Score -1337601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1337606.250000 Penalty: 903.317749
	Iteration 26Q: 3 clusters Score -1337606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1337612.000000 Penalty: 903.317749
	Iteration 27Q: 3 clusters Score -1337612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1337616.250000 Penalty: 903.317749
	Iteration 28Q: 3 clusters Score -1337616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1337617.500000 Penalty: 903.317749
	Iteration 29Q: 3 clusters Score -1337618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1337618.875000 Penalty: 903.317749
	Iteration 30Q: 3 clusters Score -1337619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1337622.375000 Penalty: 903.317749
	Iteration 31Q: 3 clusters Score -1337622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1337625.875000 Penalty: 903.317749
	Iteration 32Q: 3 clusters Score -1337626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1337628.875000 Penalty: 903.317749
	Iteration 33Q: 3 clusters Score -1337629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1337633.125000 Penalty: 903.317749
	Iteration 34Q: 3 clusters Score -1337633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1337633.875000 Penalty: 903.317749
	Iteration 35Q: 3 clusters Score -1337634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1337633.875000 Penalty: 903.317749
	Iteration 36F: 3 clusters Score -1337634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -20519.144531 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -20519.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20108.339844 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -20108.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20192.091797 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -20192.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20228.244141 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -20228.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20244.029297 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -20244.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20253.027344 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -20253.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20259.062500 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -20259.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20264.748047 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -20264.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20266.023438 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -20266.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20266.023438 Penalty: 536.890686
	Iteration 8F: 3 clusters Score -20266.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (79725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Entering Unmasked Estep 
Score: -5018588.000000 Penalty: 513.528442
	Iteration 0F: 2 clusters Score -5018588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -4965569.500000 Penalty: 1027.056885
	Iteration 0F: 3 clusters Score -4965570 nChanged 38992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4990157.000000 Penalty: 1027.056885
	Iteration 1F: 3 clusters Score -4990157 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4992807.500000 Penalty: 1027.056885
	Iteration 2F: 3 clusters Score -4992808 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4996918.500000 Penalty: 1027.056885
	Iteration 3F: 3 clusters Score -4996918 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -5002383.000000 Penalty: 1027.056885
	Iteration 4F: 3 clusters Score -5002383 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5007985.000000 Penalty: 1027.056885
	Iteration 5F: 3 clusters Score -5007985 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -5011851.000000 Penalty: 1027.056885
	Iteration 6Q: 3 clusters Score -5011851 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -5014025.000000 Penalty: 1027.056885
	Iteration 7Q: 3 clusters Score -5014025 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -5015427.500000 Penalty: 1027.056885
	Iteration 8Q: 3 clusters Score -5015428 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5016297.500000 Penalty: 1027.056885
	Iteration 9Q: 3 clusters Score -5016298 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5016885.500000 Penalty: 1027.056885
	Iteration 10Q: 3 clusters Score -5016886 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5017343.000000 Penalty: 1027.056885
	Iteration 11Q: 3 clusters Score -5017343 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5017633.000000 Penalty: 1027.056885
	Iteration 12Q: 3 clusters Score -5017633 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5017877.000000 Penalty: 1027.056885
	Iteration 13Q: 3 clusters Score -5017877 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5018031.000000 Penalty: 1027.056885
	Iteration 14Q: 3 clusters Score -5018031 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5018157.000000 Penalty: 1027.056885
	Iteration 15Q: 3 clusters Score -5018157 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5018193.000000 Penalty: 1027.056885
	Iteration 16Q: 3 clusters Score -5018193 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5018235.500000 Penalty: 1027.056885
	Iteration 17Q: 3 clusters Score -5018236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5018277.000000 Penalty: 1027.056885
	Iteration 18Q: 3 clusters Score -5018277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5018283.500000 Penalty: 1027.056885
	Iteration 19Q: 3 clusters Score -5018284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5018309.000000 Penalty: 1027.056885
	Iteration 20F: 3 clusters Score -5018309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5018326.500000 Penalty: 1027.056885
	Iteration 21Q: 3 clusters Score -5018326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5018331.500000 Penalty: 1027.056885
	Iteration 22Q: 3 clusters Score -5018332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5018329.500000 Penalty: 1027.056885
	Iteration 23Q: 3 clusters Score -5018330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5018331.500000 Penalty: 1027.056885
	Iteration 24Q: 3 clusters Score -5018332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5018328.500000 Penalty: 1027.056885
	Iteration 25Q: 3 clusters Score -5018328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5018316.500000 Penalty: 1027.056885
	Iteration 26Q: 3 clusters Score -5018316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5018323.500000 Penalty: 1027.056885
	Iteration 27Q: 3 clusters Score -5018324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5018325.500000 Penalty: 1027.056885
	Iteration 28Q: 3 clusters Score -5018326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5018334.000000 Penalty: 1027.056885
	Iteration 29Q: 3 clusters Score -5018334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5018321.000000 Penalty: 1027.056885
	Iteration 30Q: 3 clusters Score -5018321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5018319.000000 Penalty: 1027.056885
	Iteration 31Q: 3 clusters Score -5018319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5018317.500000 Penalty: 1027.056885
	Iteration 32Q: 3 clusters Score -5018318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5018319.000000 Penalty: 1027.056885
	Iteration 33Q: 3 clusters Score -5018319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5018317.000000 Penalty: 1027.056885
	Iteration 34Q: 3 clusters Score -5018317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5018317.000000 Penalty: 1027.056885
	Iteration 35F: 3 clusters Score -5018317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -213344.437500 Penalty: 368.377502
	Iteration 0F: 2 clusters Score -213344.4 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 1585 members 
Entering Unmasked Estep 
Score: -211066.640625 Penalty: 736.755005
	Iteration 0F: 3 clusters Score -211066.6 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -211917.953125 Penalty: 736.755005
	Iteration 1F: 3 clusters Score -211918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -212075.984375 Penalty: 736.755005
	Iteration 2F: 3 clusters Score -212076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -212254.703125 Penalty: 736.755005
	Iteration 3F: 3 clusters Score -212254.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212431.390625 Penalty: 736.755005
	Iteration 4F: 3 clusters Score -212431.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212563.906250 Penalty: 736.755005
	Iteration 5F: 3 clusters Score -212563.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212645.093750 Penalty: 736.755005
	Iteration 6Q: 3 clusters Score -212645.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212694.453125 Penalty: 736.755005
	Iteration 7Q: 3 clusters Score -212694.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212724.406250 Penalty: 736.755005
	Iteration 8Q: 3 clusters Score -212724.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -212753.421875 Penalty: 736.755005
	Iteration 9Q: 3 clusters Score -212753.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212777.937500 Penalty: 736.755005
	Iteration 10Q: 3 clusters Score -212777.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -212791.796875 Penalty: 736.755005
	Iteration 11Q: 3 clusters Score -212791.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -212810.031250 Penalty: 736.755005
	Iteration 12Q: 3 clusters Score -212810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -212823.796875 Penalty: 736.755005
	Iteration 13Q: 3 clusters Score -212823.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -212836.296875 Penalty: 736.755005
	Iteration 14Q: 3 clusters Score -212836.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -212846.031250 Penalty: 736.755005
	Iteration 15Q: 3 clusters Score -212846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -212855.109375 Penalty: 736.755005
	Iteration 16Q: 3 clusters Score -212855.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -212861.484375 Penalty: 736.755005
	Iteration 17Q: 3 clusters Score -212861.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -212865.515625 Penalty: 736.755005
	Iteration 18Q: 3 clusters Score -212865.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -212870.312500 Penalty: 736.755005
	Iteration 19Q: 3 clusters Score -212870.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -212873.546875 Penalty: 736.755005
	Iteration 20F: 3 clusters Score -212873.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -212877.234375 Penalty: 736.755005
	Iteration 21Q: 3 clusters Score -212877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -212884.390625 Penalty: 736.755005
	Iteration 22Q: 3 clusters Score -212884.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -212888.046875 Penalty: 736.755005
	Iteration 23Q: 3 clusters Score -212888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -212891.703125 Penalty: 736.755005
	Iteration 24Q: 3 clusters Score -212891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -212894.296875 Penalty: 736.755005
	Iteration 25Q: 3 clusters Score -212894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -212895.328125 Penalty: 736.755005
	Iteration 26Q: 3 clusters Score -212895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -212896.812500 Penalty: 736.755005
	Iteration 27Q: 3 clusters Score -212896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -212900.250000 Penalty: 736.755005
	Iteration 28Q: 3 clusters Score -212900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -212904.390625 Penalty: 736.755005
	Iteration 29Q: 3 clusters Score -212904.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -212908.093750 Penalty: 736.755005
	Iteration 30Q: 3 clusters Score -212908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -212910.718750 Penalty: 736.755005
	Iteration 31Q: 3 clusters Score -212910.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -212915.531250 Penalty: 736.755005
	Iteration 32Q: 3 clusters Score -212915.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -212919.109375 Penalty: 736.755005
	Iteration 33Q: 3 clusters Score -212919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -212921.656250 Penalty: 736.755005
	Iteration 34Q: 3 clusters Score -212921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -212923.078125 Penalty: 736.755005
	Iteration 35Q: 3 clusters Score -212923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -212924.734375 Penalty: 736.755005
	Iteration 36Q: 3 clusters Score -212924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -212928.156250 Penalty: 736.755005
	Iteration 37Q: 3 clusters Score -212928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -212932.093750 Penalty: 736.755005
	Iteration 38Q: 3 clusters Score -212932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -212935.093750 Penalty: 736.755005
	Iteration 39Q: 3 clusters Score -212935.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -212938.343750 Penalty: 736.755005
	Iteration 40F: 3 clusters Score -212938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -212939.703125 Penalty: 736.755005
	Iteration 41Q: 3 clusters Score -212939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -212939.828125 Penalty: 736.755005
	Iteration 42Q: 3 clusters Score -212939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -212941.421875 Penalty: 736.755005
	Iteration 43Q: 3 clusters Score -212941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -212943.531250 Penalty: 736.755005
	Iteration 44Q: 3 clusters Score -212943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -212946.703125 Penalty: 736.755005
	Iteration 45Q: 3 clusters Score -212946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -212949.671875 Penalty: 736.755005
	Iteration 46Q: 3 clusters Score -212949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -212951.000000 Penalty: 736.755005
	Iteration 47Q: 3 clusters Score -212951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -212953.703125 Penalty: 736.755005
	Iteration 48Q: 3 clusters Score -212953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -212954.250000 Penalty: 736.755005
	Iteration 49Q: 3 clusters Score -212954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -212954.906250 Penalty: 736.755005
	Iteration 50Q: 3 clusters Score -212954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -212955.937500 Penalty: 736.755005
	Iteration 51Q: 3 clusters Score -212955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -212956.937500 Penalty: 736.755005
	Iteration 52Q: 3 clusters Score -212956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -212958.000000 Penalty: 736.755005
	Iteration 53Q: 3 clusters Score -212958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -212960.203125 Penalty: 736.755005
	Iteration 54Q: 3 clusters Score -212960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -212962.218750 Penalty: 736.755005
	Iteration 55Q: 3 clusters Score -212962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -212965.468750 Penalty: 736.755005
	Iteration 56Q: 3 clusters Score -212965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -212966.921875 Penalty: 736.755005
	Iteration 57Q: 3 clusters Score -212966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -212968.671875 Penalty: 736.755005
	Iteration 58Q: 3 clusters Score -212968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -212972.328125 Penalty: 736.755005
	Iteration 59Q: 3 clusters Score -212972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -212977.765625 Penalty: 736.755005
	Iteration 60F: 3 clusters Score -212977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -212983.500000 Penalty: 736.755005
	Iteration 61Q: 3 clusters Score -212983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -212987.140625 Penalty: 736.755005
	Iteration 62Q: 3 clusters Score -212987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -212995.687500 Penalty: 736.755005
	Iteration 63Q: 3 clusters Score -212995.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -213001.984375 Penalty: 736.755005
	Iteration 64Q: 3 clusters Score -213002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -213009.468750 Penalty: 736.755005
	Iteration 65Q: 3 clusters Score -213009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -213014.328125 Penalty: 736.755005
	Iteration 66Q: 3 clusters Score -213014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -213017.781250 Penalty: 736.755005
	Iteration 67Q: 3 clusters Score -213017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -213018.859375 Penalty: 736.755005
	Iteration 68Q: 3 clusters Score -213018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -213019.984375 Penalty: 736.755005
	Iteration 69Q: 3 clusters Score -213020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -213022.468750 Penalty: 736.755005
	Iteration 70Q: 3 clusters Score -213022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -213023.859375 Penalty: 736.755005
	Iteration 71Q: 3 clusters Score -213023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -213025.140625 Penalty: 736.755005
	Iteration 72Q: 3 clusters Score -213025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -213025.875000 Penalty: 736.755005
	Iteration 73Q: 3 clusters Score -213025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -213026.546875 Penalty: 736.755005
	Iteration 74Q: 3 clusters Score -213026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -213026.546875 Penalty: 736.755005
	Iteration 75F: 3 clusters Score -213026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Entering Unmasked Estep 
Score: -494739.093750 Penalty: 407.660400
	Iteration 0F: 2 clusters Score -494739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -489520.281250 Penalty: 815.320801
	Iteration 0F: 3 clusters Score -489520.3 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -491605.875000 Penalty: 815.320801
	Iteration 1F: 3 clusters Score -491605.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -491784.312500 Penalty: 815.320801
	Iteration 2F: 3 clusters Score -491784.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -491984.187500 Penalty: 815.320801
	Iteration 3Q: 3 clusters Score -491984.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -492200.343750 Penalty: 815.320801
	Iteration 4F: 3 clusters Score -492200.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -492429.031250 Penalty: 815.320801
	Iteration 5Q: 3 clusters Score -492429 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -492716.593750 Penalty: 815.320801
	Iteration 6F: 3 clusters Score -492716.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -492960.937500 Penalty: 815.320801
	Iteration 7F: 3 clusters Score -492960.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -493098.062500 Penalty: 815.320801
	Iteration 8Q: 3 clusters Score -493098.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -493165.625000 Penalty: 815.320801
	Iteration 9Q: 3 clusters Score -493165.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -493218.187500 Penalty: 815.320801
	Iteration 10Q: 3 clusters Score -493218.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -493288.343750 Penalty: 815.320801
	Iteration 11Q: 3 clusters Score -493288.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -493366.156250 Penalty: 815.320801
	Iteration 12Q: 3 clusters Score -493366.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -493425.812500 Penalty: 815.320801
	Iteration 13Q: 3 clusters Score -493425.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -493497.875000 Penalty: 815.320801
	Iteration 14Q: 3 clusters Score -493497.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -493563.125000 Penalty: 815.320801
	Iteration 15Q: 3 clusters Score -493563.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -493642.656250 Penalty: 815.320801
	Iteration 16Q: 3 clusters Score -493642.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -493736.500000 Penalty: 815.320801
	Iteration 17Q: 3 clusters Score -493736.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -493838.781250 Penalty: 815.320801
	Iteration 18Q: 3 clusters Score -493838.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -493936.968750 Penalty: 815.320801
	Iteration 19Q: 3 clusters Score -493937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -494022.250000 Penalty: 815.320801
	Iteration 20F: 3 clusters Score -494022.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -494083.468750 Penalty: 815.320801
	Iteration 21Q: 3 clusters Score -494083.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -494135.906250 Penalty: 815.320801
	Iteration 22Q: 3 clusters Score -494135.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -494166.562500 Penalty: 815.320801
	Iteration 23Q: 3 clusters Score -494166.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -494188.875000 Penalty: 815.320801
	Iteration 24Q: 3 clusters Score -494188.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -494203.312500 Penalty: 815.320801
	Iteration 25Q: 3 clusters Score -494203.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -494213.468750 Penalty: 815.320801
	Iteration 26Q: 3 clusters Score -494213.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -494220.781250 Penalty: 815.320801
	Iteration 27Q: 3 clusters Score -494220.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -494226.500000 Penalty: 815.320801
	Iteration 28Q: 3 clusters Score -494226.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -494229.218750 Penalty: 815.320801
	Iteration 29Q: 3 clusters Score -494229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -494231.468750 Penalty: 815.320801
	Iteration 30Q: 3 clusters Score -494231.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -494231.937500 Penalty: 815.320801
	Iteration 31Q: 3 clusters Score -494231.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -494233.375000 Penalty: 815.320801
	Iteration 32Q: 3 clusters Score -494233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -494233.812500 Penalty: 815.320801
	Iteration 33Q: 3 clusters Score -494233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -494234.000000 Penalty: 815.320801
	Iteration 34Q: 3 clusters Score -494234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -494235.218750 Penalty: 815.320801
	Iteration 35Q: 3 clusters Score -494235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -494234.843750 Penalty: 815.320801
	Iteration 36Q: 3 clusters Score -494234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -494234.250000 Penalty: 815.320801
	Iteration 37Q: 3 clusters Score -494234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -494234.812500 Penalty: 815.320801
	Iteration 38Q: 3 clusters Score -494234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -494234.468750 Penalty: 815.320801
	Iteration 39Q: 3 clusters Score -494234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -494234.843750 Penalty: 815.320801
	Iteration 40F: 3 clusters Score -494234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Entering Unmasked Estep 
Score: -2845838.500000 Penalty: 486.072144
	Iteration 0F: 2 clusters Score -2845838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2817652.750000 Penalty: 972.144287
	Iteration 0F: 3 clusters Score -2817653 nChanged 21000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2829739.000000 Penalty: 972.144287
	Iteration 1F: 3 clusters Score -2829739 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2830323.750000 Penalty: 972.144287
	Iteration 2Q: 3 clusters Score -2830324 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2831251.250000 Penalty: 972.144287
	Iteration 3Q: 3 clusters Score -2831251 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2832644.500000 Penalty: 972.144287
	Iteration 4F: 3 clusters Score -2832644 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2834542.250000 Penalty: 972.144287
	Iteration 5F: 3 clusters Score -2834542 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2836600.750000 Penalty: 972.144287
	Iteration 6F: 3 clusters Score -2836601 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2838370.750000 Penalty: 972.144287
	Iteration 7F: 3 clusters Score -2838371 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2839492.750000 Penalty: 972.144287
	Iteration 8Q: 3 clusters Score -2839493 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2840054.000000 Penalty: 972.144287
	Iteration 9Q: 3 clusters Score -2840054 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2840360.250000 Penalty: 972.144287
	Iteration 10Q: 3 clusters Score -2840360 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2840609.750000 Penalty: 972.144287
	Iteration 11Q: 3 clusters Score -2840610 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2840869.250000 Penalty: 972.144287
	Iteration 12Q: 3 clusters Score -2840869 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2841119.500000 Penalty: 972.144287
	Iteration 13Q: 3 clusters Score -2841120 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2841413.000000 Penalty: 972.144287
	Iteration 14Q: 3 clusters Score -2841413 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2841740.500000 Penalty: 972.144287
	Iteration 15Q: 3 clusters Score -2841740 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2842097.000000 Penalty: 972.144287
	Iteration 16Q: 3 clusters Score -2842097 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2842430.250000 Penalty: 972.144287
	Iteration 17Q: 3 clusters Score -2842430 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2842777.750000 Penalty: 972.144287
	Iteration 18Q: 3 clusters Score -2842778 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2843117.750000 Penalty: 972.144287
	Iteration 19Q: 3 clusters Score -2843118 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2843497.250000 Penalty: 972.144287
	Iteration 20F: 3 clusters Score -2843497 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2843925.250000 Penalty: 972.144287
	Iteration 21Q: 3 clusters Score -2843925 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2844276.000000 Penalty: 972.144287
	Iteration 22Q: 3 clusters Score -2844276 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2844550.500000 Penalty: 972.144287
	Iteration 23Q: 3 clusters Score -2844550 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2844775.000000 Penalty: 972.144287
	Iteration 24Q: 3 clusters Score -2844775 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2844956.750000 Penalty: 972.144287
	Iteration 25Q: 3 clusters Score -2844957 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2845105.750000 Penalty: 972.144287
	Iteration 26Q: 3 clusters Score -2845106 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2845166.750000 Penalty: 972.144287
	Iteration 27Q: 3 clusters Score -2845167 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2845237.250000 Penalty: 972.144287
	Iteration 28Q: 3 clusters Score -2845237 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2845277.500000 Penalty: 972.144287
	Iteration 29Q: 3 clusters Score -2845278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2845344.250000 Penalty: 972.144287
	Iteration 30Q: 3 clusters Score -2845344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2845382.500000 Penalty: 972.144287
	Iteration 31Q: 3 clusters Score -2845382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2845394.250000 Penalty: 972.144287
	Iteration 32Q: 3 clusters Score -2845394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2845409.750000 Penalty: 972.144287
	Iteration 33Q: 3 clusters Score -2845410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2845426.250000 Penalty: 972.144287
	Iteration 34Q: 3 clusters Score -2845426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2845432.500000 Penalty: 972.144287
	Iteration 35Q: 3 clusters Score -2845432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2845435.750000 Penalty: 972.144287
	Iteration 36Q: 3 clusters Score -2845436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2845440.000000 Penalty: 972.144287
	Iteration 37Q: 3 clusters Score -2845440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2845454.750000 Penalty: 972.144287
	Iteration 38Q: 3 clusters Score -2845455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2845459.750000 Penalty: 972.144287
	Iteration 39Q: 3 clusters Score -2845460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2845467.500000 Penalty: 972.144287
	Iteration 40F: 3 clusters Score -2845468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2845474.250000 Penalty: 972.144287
	Iteration 41Q: 3 clusters Score -2845474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2845479.000000 Penalty: 972.144287
	Iteration 42Q: 3 clusters Score -2845479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2845488.250000 Penalty: 972.144287
	Iteration 43Q: 3 clusters Score -2845488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2845490.500000 Penalty: 972.144287
	Iteration 44Q: 3 clusters Score -2845490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2845493.250000 Penalty: 972.144287
	Iteration 45Q: 3 clusters Score -2845493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2845496.750000 Penalty: 972.144287
	Iteration 46Q: 3 clusters Score -2845497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2845497.000000 Penalty: 972.144287
	Iteration 47Q: 3 clusters Score -2845497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2845496.500000 Penalty: 972.144287
	Iteration 48Q: 3 clusters Score -2845496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2845496.500000 Penalty: 972.144287
	Iteration 49F: 3 clusters Score -2845496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 5812 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89372 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 76736 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78989 members 
Mstep: Class 15 contains 30994 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17602 members 
Mstep: Class 23 contains 49530 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79725 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 43604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240168.000000 Penalty: 20201.414062
Iteration 439Q: 34 clusters Score -4.224017e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 43474 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89389 members 
Mstep: Class 10 contains 9193 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 76712 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 78993 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17610 members 
Mstep: Class 23 contains 49513 members 
Mstep: Class 24 contains 20987 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 20469 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79744 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 43606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240196.000000 Penalty: 20201.414062
Iteration 440F: 34 clusters Score -4.22402e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 5743 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 43470 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89410 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 76679 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79002 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17615 members 
Mstep: Class 23 contains 49495 members 
Mstep: Class 24 contains 21010 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79766 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240140.000000 Penalty: 20201.414062
Iteration 441Q: 34 clusters Score -4.224014e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 43462 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 89414 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 76650 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79007 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17612 members 
Mstep: Class 23 contains 49486 members 
Mstep: Class 24 contains 21031 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3007 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79778 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7794 members 
Mstep: Class 33 contains 43597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240156.000000 Penalty: 20201.414062
Iteration 442Q: 34 clusters Score -4.224016e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 5690 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 43457 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 89424 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 76623 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79013 members 
Mstep: Class 15 contains 30991 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17606 members 
Mstep: Class 23 contains 49466 members 
Mstep: Class 24 contains 21054 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3002 members 
Mstep: Class 28 contains 20468 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79777 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7797 members 
Mstep: Class 33 contains 43595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240236.000000 Penalty: 20201.414062
Iteration 443Q: 34 clusters Score -4.224024e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 5657 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 43456 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89447 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 76585 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79032 members 
Mstep: Class 15 contains 30986 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17612 members 
Mstep: Class 23 contains 49450 members 
Mstep: Class 24 contains 21075 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2990 members 
Mstep: Class 28 contains 20469 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79748 members 
Mstep: Class 31 contains 3276 members 
Mstep: Class 32 contains 7800 members 
Mstep: Class 33 contains 43596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240260.000000 Penalty: 20201.414062
Iteration 444Q: 34 clusters Score -4.224026e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 5622 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 43456 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89473 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 76566 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79054 members 
Mstep: Class 15 contains 30984 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17626 members 
Mstep: Class 23 contains 49442 members 
Mstep: Class 24 contains 21090 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2981 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79726 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 7800 members 
Mstep: Class 33 contains 43598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240272.000000 Penalty: 20201.414062
Iteration 445Q: 34 clusters Score -4.224027e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 43453 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 89488 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 76554 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79068 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17649 members 
Mstep: Class 23 contains 49426 members 
Mstep: Class 24 contains 21122 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2978 members 
Mstep: Class 28 contains 20469 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79696 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7799 members 
Mstep: Class 33 contains 43597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240224.000000 Penalty: 20201.414062
Iteration 446Q: 34 clusters Score -4.224022e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 43449 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 89501 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 76556 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79082 members 
Mstep: Class 15 contains 30968 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1561 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17670 members 
Mstep: Class 23 contains 49406 members 
Mstep: Class 24 contains 21150 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2974 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79667 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7801 members 
Mstep: Class 33 contains 43601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240156.000000 Penalty: 20201.414062
Iteration 447Q: 34 clusters Score -4.224016e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 6 contains 43447 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89511 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 76560 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 79081 members 
Mstep: Class 15 contains 30961 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17690 members 
Mstep: Class 23 contains 49382 members 
Mstep: Class 24 contains 21173 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79649 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7801 members 
Mstep: Class 33 contains 43603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240084.000000 Penalty: 20201.414062
Iteration 448Q: 34 clusters Score -4.224008e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 5527 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89514 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 76582 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79076 members 
Mstep: Class 15 contains 30950 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17723 members 
Mstep: Class 23 contains 49363 members 
Mstep: Class 24 contains 21189 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2965 members 
Mstep: Class 28 contains 20472 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79627 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7801 members 
Mstep: Class 33 contains 43604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240092.000000 Penalty: 20201.414062
Iteration 449Q: 34 clusters Score -4.224009e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 43441 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89516 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 76604 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79076 members 
Mstep: Class 15 contains 30937 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 3054 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17760 members 
Mstep: Class 23 contains 49335 members 
Mstep: Class 24 contains 21203 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 20474 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79609 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 7804 members 
Mstep: Class 33 contains 43603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240108.000000 Penalty: 20201.414062
Iteration 450Q: 34 clusters Score -4.224011e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 5484 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 43439 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89526 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 76603 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79071 members 
Mstep: Class 15 contains 30932 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17794 members 
Mstep: Class 23 contains 49317 members 
Mstep: Class 24 contains 21227 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 2943 members 
Mstep: Class 28 contains 20472 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79588 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7810 members 
Mstep: Class 33 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240084.000000 Penalty: 20201.414062
Iteration 451Q: 34 clusters Score -4.224008e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 5467 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 43437 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89515 members 
Mstep: Class 10 contains 9197 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 76601 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79075 members 
Mstep: Class 15 contains 30927 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 17820 members 
Mstep: Class 23 contains 49304 members 
Mstep: Class 24 contains 21270 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 2931 members 
Mstep: Class 28 contains 20470 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 79569 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 43601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240052.000000 Penalty: 20201.414062
Iteration 452Q: 34 clusters Score -4.224005e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 43429 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 89520 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 76602 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79089 members 
Mstep: Class 15 contains 30920 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17827 members 
Mstep: Class 23 contains 49303 members 
Mstep: Class 24 contains 21307 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 20469 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 79555 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 43600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240084.000000 Penalty: 20201.414062
Iteration 453Q: 34 clusters Score -4.224008e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 43430 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89529 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 15688 members 
Mstep: Class 12 contains 76563 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79101 members 
Mstep: Class 15 contains 30910 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17833 members 
Mstep: Class 23 contains 49310 members 
Mstep: Class 24 contains 21359 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 2908 members 
Mstep: Class 28 contains 20468 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79540 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 43595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240168.000000 Penalty: 20201.414062
Iteration 454Q: 34 clusters Score -4.224017e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 43428 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89541 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 15684 members 
Mstep: Class 12 contains 76541 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79113 members 
Mstep: Class 15 contains 30900 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17850 members 
Mstep: Class 23 contains 49312 members 
Mstep: Class 24 contains 21385 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2898 members 
Mstep: Class 28 contains 20467 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79530 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7817 members 
Mstep: Class 33 contains 43592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240104.000000 Penalty: 20201.414062
Iteration 455Q: 34 clusters Score -4.22401e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 43427 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 89543 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 15676 members 
Mstep: Class 12 contains 76488 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79133 members 
Mstep: Class 15 contains 30890 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17858 members 
Mstep: Class 23 contains 49322 members 
Mstep: Class 24 contains 21425 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2889 members 
Mstep: Class 28 contains 20465 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79525 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 456Q: 34 clusters Score -4.224006e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 43430 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 89546 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 15675 members 
Mstep: Class 12 contains 76437 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79152 members 
Mstep: Class 15 contains 30880 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 3233 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17872 members 
Mstep: Class 23 contains 49331 members 
Mstep: Class 24 contains 21474 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2884 members 
Mstep: Class 28 contains 20460 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79516 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 43586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240108.000000 Penalty: 20201.414062
Iteration 457Q: 34 clusters Score -4.224011e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 43426 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 89547 members 
Mstep: Class 10 contains 9206 members 
Mstep: Class 11 contains 15672 members 
Mstep: Class 12 contains 76394 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79178 members 
Mstep: Class 15 contains 30872 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17886 members 
Mstep: Class 23 contains 49335 members 
Mstep: Class 24 contains 21509 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2878 members 
Mstep: Class 28 contains 20455 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79520 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7831 members 
Mstep: Class 33 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240168.000000 Penalty: 20201.414062
Iteration 458Q: 34 clusters Score -4.224017e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 89551 members 
Mstep: Class 10 contains 9201 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 76351 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79201 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 17913 members 
Mstep: Class 23 contains 49325 members 
Mstep: Class 24 contains 21540 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 20452 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79522 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7837 members 
Mstep: Class 33 contains 43577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240028.000000 Penalty: 20201.414062
Iteration 459Q: 34 clusters Score -4.224003e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 43415 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 89562 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 15668 members 
Mstep: Class 12 contains 76304 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79205 members 
Mstep: Class 15 contains 30856 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 3306 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 17932 members 
Mstep: Class 23 contains 49319 members 
Mstep: Class 24 contains 21569 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 20453 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79516 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 43569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240048.000000 Penalty: 20201.414062
Iteration 460F: 34 clusters Score -4.224005e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 43419 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 89562 members 
Mstep: Class 10 contains 9197 members 
Mstep: Class 11 contains 15670 members 
Mstep: Class 12 contains 76251 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79219 members 
Mstep: Class 15 contains 30847 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 3315 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 49293 members 
Mstep: Class 24 contains 21608 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2864 members 
Mstep: Class 28 contains 20454 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79507 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7848 members 
Mstep: Class 33 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240172.000000 Penalty: 20201.414062
Iteration 461Q: 34 clusters Score -4.224017e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 43423 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 89560 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 76208 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79239 members 
Mstep: Class 15 contains 30827 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 3320 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 18002 members 
Mstep: Class 23 contains 49277 members 
Mstep: Class 24 contains 21643 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2861 members 
Mstep: Class 28 contains 20450 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79486 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7855 members 
Mstep: Class 33 contains 43565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240268.000000 Penalty: 20201.414062
Iteration 462Q: 34 clusters Score -4.224027e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 43422 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 89558 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 15667 members 
Mstep: Class 12 contains 76166 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79241 members 
Mstep: Class 15 contains 30808 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 18032 members 
Mstep: Class 23 contains 49262 members 
Mstep: Class 24 contains 21677 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2861 members 
Mstep: Class 28 contains 20447 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79470 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7865 members 
Mstep: Class 33 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240276.000000 Penalty: 20201.414062
Iteration 463Q: 34 clusters Score -4.224028e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 43416 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 89544 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 15672 members 
Mstep: Class 12 contains 76139 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79247 members 
Mstep: Class 15 contains 30796 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 18063 members 
Mstep: Class 23 contains 49249 members 
Mstep: Class 24 contains 21716 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 2862 members 
Mstep: Class 28 contains 20448 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79451 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 43561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240272.000000 Penalty: 20201.414062
Iteration 464Q: 34 clusters Score -4.224027e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 89523 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 15675 members 
Mstep: Class 12 contains 76126 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79254 members 
Mstep: Class 15 contains 30785 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 18083 members 
Mstep: Class 23 contains 49240 members 
Mstep: Class 24 contains 21754 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 2862 members 
Mstep: Class 28 contains 20449 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 79402 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7889 members 
Mstep: Class 33 contains 43564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240328.000000 Penalty: 20201.414062
Iteration 465Q: 34 clusters Score -4.224033e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 89509 members 
Mstep: Class 10 contains 9180 members 
Mstep: Class 11 contains 15686 members 
Mstep: Class 12 contains 76140 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 79255 members 
Mstep: Class 15 contains 30776 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 18086 members 
Mstep: Class 23 contains 49227 members 
Mstep: Class 24 contains 21782 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 2865 members 
Mstep: Class 28 contains 20448 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 79365 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7891 members 
Mstep: Class 33 contains 43569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240372.000000 Penalty: 20201.414062
Iteration 466Q: 34 clusters Score -4.224037e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 43407 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 89515 members 
Mstep: Class 10 contains 9171 members 
Mstep: Class 11 contains 15688 members 
Mstep: Class 12 contains 76157 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 79250 members 
Mstep: Class 15 contains 30764 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 18110 members 
Mstep: Class 23 contains 49205 members 
Mstep: Class 24 contains 21805 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 2857 members 
Mstep: Class 28 contains 20445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 79323 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 7887 members 
Mstep: Class 33 contains 43571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240356.000000 Penalty: 20201.414062
Iteration 467Q: 34 clusters Score -4.224036e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 43402 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 89509 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 76185 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79244 members 
Mstep: Class 15 contains 30753 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 18135 members 
Mstep: Class 23 contains 49180 members 
Mstep: Class 24 contains 21823 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 2846 members 
Mstep: Class 28 contains 20445 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 79291 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7883 members 
Mstep: Class 33 contains 43572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240324.000000 Penalty: 20201.414062
Iteration 468Q: 34 clusters Score -4.224032e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 43404 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 89508 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 76194 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79234 members 
Mstep: Class 15 contains 30744 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 18148 members 
Mstep: Class 23 contains 49158 members 
Mstep: Class 24 contains 21845 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 20444 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79265 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7884 members 
Mstep: Class 33 contains 43573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240312.000000 Penalty: 20201.414062
Iteration 469Q: 34 clusters Score -4.224031e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 1417 members 
Mstep: Class 3 contains 5213 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 43410 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89507 members 
Mstep: Class 10 contains 9145 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 76208 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79242 members 
Mstep: Class 15 contains 30737 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 18164 members 
Mstep: Class 23 contains 49145 members 
Mstep: Class 24 contains 21861 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 2842 members 
Mstep: Class 28 contains 20447 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79233 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 7890 members 
Mstep: Class 33 contains 43571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240344.000000 Penalty: 20201.414062
Iteration 470Q: 34 clusters Score -4.224034e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5203 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 43411 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 89501 members 
Mstep: Class 10 contains 9138 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 76211 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79240 members 
Mstep: Class 15 contains 30728 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3334 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 18185 members 
Mstep: Class 23 contains 49128 members 
Mstep: Class 24 contains 21890 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 20448 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79199 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 43573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240376.000000 Penalty: 20201.414062
Iteration 471Q: 34 clusters Score -4.224038e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 5196 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 43410 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 89495 members 
Mstep: Class 10 contains 9129 members 
Mstep: Class 11 contains 15693 members 
Mstep: Class 12 contains 76209 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79243 members 
Mstep: Class 15 contains 30719 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 49120 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 20450 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79164 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 7919 members 
Mstep: Class 33 contains 43576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240432.000000 Penalty: 20201.414062
Iteration 472Q: 34 clusters Score -4.224043e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 43407 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 89504 members 
Mstep: Class 10 contains 9124 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 76208 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79241 members 
Mstep: Class 15 contains 30710 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18211 members 
Mstep: Class 23 contains 49115 members 
Mstep: Class 24 contains 21934 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 2835 members 
Mstep: Class 28 contains 20448 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79138 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 43577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240296.000000 Penalty: 20201.414062
Iteration 473Q: 34 clusters Score -4.22403e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 43402 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 89517 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 76192 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79230 members 
Mstep: Class 15 contains 30692 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18222 members 
Mstep: Class 23 contains 49124 members 
Mstep: Class 24 contains 21949 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 20445 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 79124 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7939 members 
Mstep: Class 33 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240300.000000 Penalty: 20201.414062
Iteration 474Q: 34 clusters Score -4.22403e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 1417 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 43400 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 89520 members 
Mstep: Class 10 contains 9114 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 76197 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79235 members 
Mstep: Class 15 contains 30682 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18231 members 
Mstep: Class 23 contains 49125 members 
Mstep: Class 24 contains 21963 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 20443 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 79097 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 7945 members 
Mstep: Class 33 contains 43582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 34 clusters Score -4.224038e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5174 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 43399 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 89522 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 15706 members 
Mstep: Class 12 contains 76189 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79243 members 
Mstep: Class 15 contains 30674 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3355 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18240 members 
Mstep: Class 23 contains 49113 members 
Mstep: Class 24 contains 21975 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 20442 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 79071 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240300.000000 Penalty: 20201.414062
Iteration 476Q: 34 clusters Score -4.22403e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 43399 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 89517 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 15709 members 
Mstep: Class 12 contains 76194 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79243 members 
Mstep: Class 15 contains 30665 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18233 members 
Mstep: Class 23 contains 49109 members 
Mstep: Class 24 contains 21995 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 20443 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 79028 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7949 members 
Mstep: Class 33 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240388.000000 Penalty: 20201.414062
Iteration 477Q: 34 clusters Score -4.224039e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5158 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 43394 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 89528 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 76184 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79247 members 
Mstep: Class 15 contains 30657 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18230 members 
Mstep: Class 23 contains 49107 members 
Mstep: Class 24 contains 22024 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 2816 members 
Mstep: Class 28 contains 20443 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 78983 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7950 members 
Mstep: Class 33 contains 43585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240300.000000 Penalty: 20201.414062
Iteration 478Q: 34 clusters Score -4.22403e+07 nChanged 433
Entering ConstructFrom: 
Score: -42240300.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (76480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Entering Unmasked Estep 
Score: -4879095.000000 Penalty: 511.637695
	Iteration 0F: 2 clusters Score -4879095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -4828289.000000 Penalty: 1023.275391
	Iteration 0F: 3 clusters Score -4828289 nChanged 37245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -4851028.500000 Penalty: 1023.275391
	Iteration 1F: 3 clusters Score -4851028 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4851748.500000 Penalty: 1023.275391
	Iteration 2Q: 3 clusters Score -4851748 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -4852604.500000 Penalty: 1023.275391
	Iteration 3Q: 3 clusters Score -4852604 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4853525.000000 Penalty: 1023.275391
	Iteration 4Q: 3 clusters Score -4853525 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4854776.500000 Penalty: 1023.275391
	Iteration 5Q: 3 clusters Score -4854776 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4856378.500000 Penalty: 1023.275391
	Iteration 6Q: 3 clusters Score -4856378 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -4858610.500000 Penalty: 1023.275391
	Iteration 7Q: 3 clusters Score -4858610 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -4861360.000000 Penalty: 1023.275391
	Iteration 8F: 3 clusters Score -4861360 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -4863897.000000 Penalty: 1023.275391
	Iteration 9F: 3 clusters Score -4863897 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -4865283.500000 Penalty: 1023.275391
	Iteration 10Q: 3 clusters Score -4865284 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -4865785.500000 Penalty: 1023.275391
	Iteration 11Q: 3 clusters Score -4865786 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -4865978.500000 Penalty: 1023.275391
	Iteration 12Q: 3 clusters Score -4865978 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -4866089.500000 Penalty: 1023.275391
	Iteration 13Q: 3 clusters Score -4866090 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -4866188.500000 Penalty: 1023.275391
	Iteration 14Q: 3 clusters Score -4866188 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -4866335.000000 Penalty: 1023.275391
	Iteration 15Q: 3 clusters Score -4866335 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -4866521.500000 Penalty: 1023.275391
	Iteration 16Q: 3 clusters Score -4866522 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -4866714.000000 Penalty: 1023.275391
	Iteration 17Q: 3 clusters Score -4866714 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -4866888.000000 Penalty: 1023.275391
	Iteration 18Q: 3 clusters Score -4866888 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -4867084.000000 Penalty: 1023.275391
	Iteration 19Q: 3 clusters Score -4867084 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -4867287.000000 Penalty: 1023.275391
	Iteration 20F: 3 clusters Score -4867287 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -4867505.000000 Penalty: 1023.275391
	Iteration 21Q: 3 clusters Score -4867505 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -4867842.000000 Penalty: 1023.275391
	Iteration 22Q: 3 clusters Score -4867842 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -4868128.000000 Penalty: 1023.275391
	Iteration 23Q: 3 clusters Score -4868128 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -4868534.000000 Penalty: 1023.275391
	Iteration 24Q: 3 clusters Score -4868534 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -4868983.000000 Penalty: 1023.275391
	Iteration 25Q: 3 clusters Score -4868983 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -4869571.000000 Penalty: 1023.275391
	Iteration 26Q: 3 clusters Score -4869571 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -4870224.500000 Penalty: 1023.275391
	Iteration 27Q: 3 clusters Score -4870224 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -4870892.500000 Penalty: 1023.275391
	Iteration 28Q: 3 clusters Score -4870892 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -4871560.500000 Penalty: 1023.275391
	Iteration 29Q: 3 clusters Score -4871560 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -4872249.000000 Penalty: 1023.275391
	Iteration 30Q: 3 clusters Score -4872249 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -4872912.000000 Penalty: 1023.275391
	Iteration 31Q: 3 clusters Score -4872912 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -4873481.000000 Penalty: 1023.275391
	Iteration 32Q: 3 clusters Score -4873481 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -4873994.500000 Penalty: 1023.275391
	Iteration 33Q: 3 clusters Score -4873994 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -4874470.500000 Penalty: 1023.275391
	Iteration 34Q: 3 clusters Score -4874470 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -4874805.000000 Penalty: 1023.275391
	Iteration 35Q: 3 clusters Score -4874805 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -4875053.000000 Penalty: 1023.275391
	Iteration 36Q: 3 clusters Score -4875053 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -4875227.500000 Penalty: 1023.275391
	Iteration 37Q: 3 clusters Score -4875228 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -4875319.000000 Penalty: 1023.275391
	Iteration 38Q: 3 clusters Score -4875319 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -4875402.000000 Penalty: 1023.275391
	Iteration 39Q: 3 clusters Score -4875402 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -4875696.500000 Penalty: 1023.275391
	Iteration 40F: 3 clusters Score -4875696 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -4875834.500000 Penalty: 1023.275391
	Iteration 41Q: 3 clusters Score -4875834 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -4875946.000000 Penalty: 1023.275391
	Iteration 42Q: 3 clusters Score -4875946 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -4875978.000000 Penalty: 1023.275391
	Iteration 43Q: 3 clusters Score -4875978 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -4876006.500000 Penalty: 1023.275391
	Iteration 44Q: 3 clusters Score -4876006 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -4876009.000000 Penalty: 1023.275391
	Iteration 45Q: 3 clusters Score -4876009 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -4876013.000000 Penalty: 1023.275391
	Iteration 46Q: 3 clusters Score -4876013 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -4876013.500000 Penalty: 1023.275391
	Iteration 47Q: 3 clusters Score -4876014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -4876028.500000 Penalty: 1023.275391
	Iteration 48Q: 3 clusters Score -4876028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -4876045.000000 Penalty: 1023.275391
	Iteration 49Q: 3 clusters Score -4876045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -4876040.500000 Penalty: 1023.275391
	Iteration 50Q: 3 clusters Score -4876040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -4876051.500000 Penalty: 1023.275391
	Iteration 51Q: 3 clusters Score -4876052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -4876063.500000 Penalty: 1023.275391
	Iteration 52Q: 3 clusters Score -4876064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -4876049.500000 Penalty: 1023.275391
	Iteration 53Q: 3 clusters Score -4876050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -4876063.500000 Penalty: 1023.275391
	Iteration 54Q: 3 clusters Score -4876064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -4876063.000000 Penalty: 1023.275391
	Iteration 55Q: 3 clusters Score -4876063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -4876073.500000 Penalty: 1023.275391
	Iteration 56Q: 3 clusters Score -4876074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -4876077.500000 Penalty: 1023.275391
	Iteration 57Q: 3 clusters Score -4876078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -4876086.000000 Penalty: 1023.275391
	Iteration 58Q: 3 clusters Score -4876086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -4876094.000000 Penalty: 1023.275391
	Iteration 59Q: 3 clusters Score -4876094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -4876115.000000 Penalty: 1023.275391
	Iteration 60F: 3 clusters Score -4876115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -4876115.000000 Penalty: 1023.275391
	Iteration 61Q: 3 clusters Score -4876115 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -4876115.000000 Penalty: 1023.275391
	Iteration 62Q: 3 clusters Score -4876115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -4876132.000000 Penalty: 1023.275391
	Iteration 63Q: 3 clusters Score -4876132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -4876164.000000 Penalty: 1023.275391
	Iteration 64Q: 3 clusters Score -4876164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -4876168.000000 Penalty: 1023.275391
	Iteration 65Q: 3 clusters Score -4876168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -4876196.000000 Penalty: 1023.275391
	Iteration 66Q: 3 clusters Score -4876196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -4876214.000000 Penalty: 1023.275391
	Iteration 67Q: 3 clusters Score -4876214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -4876235.000000 Penalty: 1023.275391
	Iteration 68Q: 3 clusters Score -4876235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -4876246.500000 Penalty: 1023.275391
	Iteration 69Q: 3 clusters Score -4876246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -4876253.500000 Penalty: 1023.275391
	Iteration 70Q: 3 clusters Score -4876254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -4876264.500000 Penalty: 1023.275391
	Iteration 71Q: 3 clusters Score -4876264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -4876295.500000 Penalty: 1023.275391
	Iteration 72Q: 3 clusters Score -4876296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -4876317.000000 Penalty: 1023.275391
	Iteration 73Q: 3 clusters Score -4876317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -4876341.500000 Penalty: 1023.275391
	Iteration 74Q: 3 clusters Score -4876342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -4876345.500000 Penalty: 1023.275391
	Iteration 75Q: 3 clusters Score -4876346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -4876337.500000 Penalty: 1023.275391
	Iteration 76Q: 3 clusters Score -4876338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -4876331.500000 Penalty: 1023.275391
	Iteration 77Q: 3 clusters Score -4876332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -4876348.500000 Penalty: 1023.275391
	Iteration 78Q: 3 clusters Score -4876348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -4876353.500000 Penalty: 1023.275391
	Iteration 79Q: 3 clusters Score -4876354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -4876348.500000 Penalty: 1023.275391
	Iteration 80F: 3 clusters Score -4876348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -4876345.000000 Penalty: 1023.275391
	Iteration 81Q: 3 clusters Score -4876345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -4876342.000000 Penalty: 1023.275391
	Iteration 82Q: 3 clusters Score -4876342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -4876341.000000 Penalty: 1023.275391
	Iteration 83Q: 3 clusters Score -4876341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -4876337.500000 Penalty: 1023.275391
	Iteration 84Q: 3 clusters Score -4876338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 62026 members 
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	Iteration 85Q: 3 clusters Score -4876342 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 62065 members 
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	Iteration 86Q: 3 clusters Score -4876356 nChanged 36
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Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 62101 members 
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Mstep: Class 2 contains 62134 members 
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Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 62172 members 
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	Iteration 89Q: 3 clusters Score -4876354 nChanged 33
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Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 62205 members 
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Mstep: Class 1 contains 14242 members 
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	Iteration 91Q: 3 clusters Score -4876359 nChanged 29
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Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 62267 members 
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	Iteration 92Q: 3 clusters Score -4876351 nChanged 27
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Mstep: Class 1 contains 14186 members 
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	Iteration 93Q: 3 clusters Score -4876358 nChanged 33
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Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 62327 members 
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	Iteration 94Q: 3 clusters Score -4876359 nChanged 34
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Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 62361 members 
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	Iteration 95Q: 3 clusters Score -4876361 nChanged 48
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Mstep: Class 1 contains 14071 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4876362 nChanged 62
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Mstep: Class 2 contains 62471 members 
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	Iteration 97Q: 3 clusters Score -4876370 nChanged 66
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Mstep: Class 1 contains 13945 members 
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Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 62604 members 
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	Iteration 99Q: 3 clusters Score -4876392 nChanged 82
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Mstep: Class 1 contains 13794 members 
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	Iteration 100F: 3 clusters Score -4876406 nChanged 88
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Mstep: Class 1 contains 13706 members 
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	Iteration 101Q: 3 clusters Score -4876404 nChanged 81
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Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4876420 nChanged 76
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Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4876431 nChanged 80
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Mstep: Class 1 contains 13471 members 
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	Iteration 104Q: 3 clusters Score -4876440 nChanged 77
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Mstep: Class 1 contains 13394 members 
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	Iteration 105Q: 3 clusters Score -4876432 nChanged 73
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Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 63159 members 
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	Iteration 106Q: 3 clusters Score -4876440 nChanged 77
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Mstep: Class 1 contains 13244 members 
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	Iteration 108Q: 3 clusters Score -4876456 nChanged 80
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Mstep: Class 1 contains 13081 members 
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	Iteration 109Q: 3 clusters Score -4876451 nChanged 87
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Mstep: Class 1 contains 12994 members 
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	Iteration 110Q: 3 clusters Score -4876457 nChanged 106
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Mstep: Class 1 contains 12888 members 
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	Iteration 111Q: 3 clusters Score -4876484 nChanged 96
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Mstep: Class 1 contains 12792 members 
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	Iteration 112Q: 3 clusters Score -4876489 nChanged 84
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	Iteration 113Q: 3 clusters Score -4876502 nChanged 87
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Mstep: Class 1 contains 12621 members 
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	Iteration 114Q: 3 clusters Score -4876520 nChanged 82
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Mstep: Class 1 contains 12539 members 
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	Iteration 115Q: 3 clusters Score -4876522 nChanged 77
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	Iteration 116Q: 3 clusters Score -4876538 nChanged 76
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	Iteration 117Q: 3 clusters Score -4876546 nChanged 92
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	Iteration 118Q: 3 clusters Score -4876554 nChanged 69
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	Iteration 119Q: 3 clusters Score -4876575 nChanged 77
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	Iteration 120F: 3 clusters Score -4876594 nChanged 85
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Mstep: Class 1 contains 12063 members 
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	Iteration 121Q: 3 clusters Score -4876598 nChanged 81
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Mstep: Class 1 contains 11982 members 
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	Iteration 122Q: 3 clusters Score -4876602 nChanged 83
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Mstep: Class 1 contains 11899 members 
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	Iteration 123Q: 3 clusters Score -4876606 nChanged 113
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Mstep: Class 1 contains 11786 members 
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	Iteration 124Q: 3 clusters Score -4876616 nChanged 137
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Mstep: Class 1 contains 11649 members 
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	Iteration 125Q: 3 clusters Score -4876650 nChanged 124
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	Iteration 126Q: 3 clusters Score -4876646 nChanged 114
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Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 65069 members 
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	Iteration 127Q: 3 clusters Score -4876664 nChanged 105
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Mstep: Class 1 contains 11306 members 
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	Iteration 129Q: 3 clusters Score -4876689 nChanged 107
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	Iteration 131Q: 3 clusters Score -4876713 nChanged 106
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Mstep: Class 1 contains 10870 members 
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	Iteration 135Q: 3 clusters Score -4876812 nChanged 149
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	Iteration 140F: 3 clusters Score -4876959 nChanged 166
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Mstep: Class 1 contains 9532 members 
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	Iteration 142Q: 3 clusters Score -4877034 nChanged 166
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Mstep: Class 1 contains 8746 members 
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	Iteration 146Q: 3 clusters Score -4877192 nChanged 180
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Mstep: Class 1 contains 8375 members 
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	Iteration 148Q: 3 clusters Score -4877258 nChanged 160
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	Iteration 149Q: 3 clusters Score -4877266 nChanged 167
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	Iteration 151Q: 3 clusters Score -4877342 nChanged 166
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	Iteration 152Q: 3 clusters Score -4877342 nChanged 147
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	Iteration 153Q: 3 clusters Score -4877368 nChanged 124
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	Iteration 154Q: 3 clusters Score -4877408 nChanged 123
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	Iteration 156Q: 3 clusters Score -4877473 nChanged 115
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	Iteration 157Q: 3 clusters Score -4877498 nChanged 110
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	Iteration 159Q: 3 clusters Score -4877522 nChanged 89
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	Iteration 160F: 3 clusters Score -4877540 nChanged 74
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	Iteration 161Q: 3 clusters Score -4877554 nChanged 70
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	Iteration 162Q: 3 clusters Score -4877553 nChanged 50
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	Iteration 163Q: 3 clusters Score -4877566 nChanged 45
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	Iteration 164Q: 3 clusters Score -4877560 nChanged 31
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	Iteration 165Q: 3 clusters Score -4877567 nChanged 37
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	Iteration 166Q: 3 clusters Score -4877573 nChanged 42
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	Iteration 167Q: 3 clusters Score -4877578 nChanged 47
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	Iteration 168Q: 3 clusters Score -4877586 nChanged 46
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	Iteration 169Q: 3 clusters Score -4877598 nChanged 57
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	Iteration 170Q: 3 clusters Score -4877602 nChanged 50
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	Iteration 171Q: 3 clusters Score -4877602 nChanged 50
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	Iteration 172Q: 3 clusters Score -4877620 nChanged 62
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	Iteration 173Q: 3 clusters Score -4877630 nChanged 65
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	Iteration 174Q: 3 clusters Score -4877643 nChanged 77
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	Iteration 175Q: 3 clusters Score -4877669 nChanged 82
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	Iteration 176Q: 3 clusters Score -4877678 nChanged 63
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	Iteration 177Q: 3 clusters Score -4877693 nChanged 79
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Mstep: Class 1 contains 5760 members 
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	Iteration 178Q: 3 clusters Score -4877708 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4877728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4877744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4877769 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4877784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4877808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4877824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4877838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4877846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4877856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4877876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4877880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4877902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4877946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4877951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4877990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -4878022.500000 Penalty: 1023.275391
	Iteration 194Q: 3 clusters Score -4878022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4878064 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4878088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -4878104.500000 Penalty: 1023.275391
	Iteration 197Q: 3 clusters Score -4878104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -4878126.000000 Penalty: 1023.275391
	Iteration 198Q: 3 clusters Score -4878126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -4878143.000000 Penalty: 1023.275391
	Iteration 199Q: 3 clusters Score -4878143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -4878172.000000 Penalty: 1023.275391
	Iteration 200F: 3 clusters Score -4878172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -4878202.000000 Penalty: 1023.275391
	Iteration 201Q: 3 clusters Score -4878202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -4878229.000000 Penalty: 1023.275391
	Iteration 202Q: 3 clusters Score -4878229 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4878279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4878290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4878318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -4878375.000000 Penalty: 1023.275391
	Iteration 206Q: 3 clusters Score -4878375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -4878411.500000 Penalty: 1023.275391
	Iteration 207Q: 3 clusters Score -4878412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -4878455.000000 Penalty: 1023.275391
	Iteration 208Q: 3 clusters Score -4878455 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4878492 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -4878531.500000 Penalty: 1023.275391
	Iteration 210Q: 3 clusters Score -4878532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4878576 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4878616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4878654 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4878678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -4878693.500000 Penalty: 1023.275391
	Iteration 215Q: 3 clusters Score -4878694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -4878713.000000 Penalty: 1023.275391
	Iteration 216Q: 3 clusters Score -4878713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -4878736.500000 Penalty: 1023.275391
	Iteration 217Q: 3 clusters Score -4878736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -4878755.000000 Penalty: 1023.275391
	Iteration 218Q: 3 clusters Score -4878755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -4878762.500000 Penalty: 1023.275391
	Iteration 219Q: 3 clusters Score -4878762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -4878767.500000 Penalty: 1023.275391
	Iteration 220F: 3 clusters Score -4878768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -4878774.500000 Penalty: 1023.275391
	Iteration 221Q: 3 clusters Score -4878774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -4878782.500000 Penalty: 1023.275391
	Iteration 222Q: 3 clusters Score -4878782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -4878795.000000 Penalty: 1023.275391
	Iteration 223Q: 3 clusters Score -4878795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -4878794.500000 Penalty: 1023.275391
	Iteration 224Q: 3 clusters Score -4878794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -4878803.500000 Penalty: 1023.275391
	Iteration 225Q: 3 clusters Score -4878804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -4878800.500000 Penalty: 1023.275391
	Iteration 226Q: 3 clusters Score -4878800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -4878813.000000 Penalty: 1023.275391
	Iteration 227Q: 3 clusters Score -4878813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -4878816.500000 Penalty: 1023.275391
	Iteration 228Q: 3 clusters Score -4878816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -4878813.500000 Penalty: 1023.275391
	Iteration 229Q: 3 clusters Score -4878814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -4878816.500000 Penalty: 1023.275391
	Iteration 230Q: 3 clusters Score -4878816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -4878816.500000 Penalty: 1023.275391
	Iteration 231Q: 3 clusters Score -4878816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -4878813.500000 Penalty: 1023.275391
	Iteration 232Q: 3 clusters Score -4878814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -4878814.500000 Penalty: 1023.275391
	Iteration 233Q: 3 clusters Score -4878814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -4878823.000000 Penalty: 1023.275391
	Iteration 234Q: 3 clusters Score -4878823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -4878825.000000 Penalty: 1023.275391
	Iteration 235Q: 3 clusters Score -4878825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -4878817.000000 Penalty: 1023.275391
	Iteration 236Q: 3 clusters Score -4878817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -4878824.500000 Penalty: 1023.275391
	Iteration 237Q: 3 clusters Score -4878824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -4878826.000000 Penalty: 1023.275391
	Iteration 238Q: 3 clusters Score -4878826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -4878827.500000 Penalty: 1023.275391
	Iteration 239Q: 3 clusters Score -4878828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -4878834.000000 Penalty: 1023.275391
	Iteration 240F: 3 clusters Score -4878834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -4878828.000000 Penalty: 1023.275391
	Iteration 241Q: 3 clusters Score -4878828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -4878842.000000 Penalty: 1023.275391
	Iteration 242Q: 3 clusters Score -4878842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -4878842.500000 Penalty: 1023.275391
	Iteration 243Q: 3 clusters Score -4878842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -4878843.000000 Penalty: 1023.275391
	Iteration 244Q: 3 clusters Score -4878843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -4878837.500000 Penalty: 1023.275391
	Iteration 245Q: 3 clusters Score -4878838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -4878842.500000 Penalty: 1023.275391
	Iteration 246Q: 3 clusters Score -4878842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -4878846.500000 Penalty: 1023.275391
	Iteration 247Q: 3 clusters Score -4878846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4878847.500000 Penalty: 1023.275391
	Iteration 248Q: 3 clusters Score -4878848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -4878854.000000 Penalty: 1023.275391
	Iteration 249Q: 3 clusters Score -4878854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -4878857.500000 Penalty: 1023.275391
	Iteration 250Q: 3 clusters Score -4878858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -4878854.000000 Penalty: 1023.275391
	Iteration 251Q: 3 clusters Score -4878854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -4878853.000000 Penalty: 1023.275391
	Iteration 252Q: 3 clusters Score -4878853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -4878855.500000 Penalty: 1023.275391
	Iteration 253Q: 3 clusters Score -4878856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -4878862.000000 Penalty: 1023.275391
	Iteration 254Q: 3 clusters Score -4878862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -4878858.500000 Penalty: 1023.275391
	Iteration 255Q: 3 clusters Score -4878858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -4878859.000000 Penalty: 1023.275391
	Iteration 256Q: 3 clusters Score -4878859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -4878867.500000 Penalty: 1023.275391
	Iteration 257Q: 3 clusters Score -4878868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -4878865.000000 Penalty: 1023.275391
	Iteration 258Q: 3 clusters Score -4878865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -4878864.500000 Penalty: 1023.275391
	Iteration 259Q: 3 clusters Score -4878864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -4878862.500000 Penalty: 1023.275391
	Iteration 260F: 3 clusters Score -4878862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -4878864.500000 Penalty: 1023.275391
	Iteration 261Q: 3 clusters Score -4878864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -4878861.500000 Penalty: 1023.275391
	Iteration 262Q: 3 clusters Score -4878862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -4878865.500000 Penalty: 1023.275391
	Iteration 263Q: 3 clusters Score -4878866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -4878863.500000 Penalty: 1023.275391
	Iteration 264Q: 3 clusters Score -4878864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -4878865.000000 Penalty: 1023.275391
	Iteration 265Q: 3 clusters Score -4878865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -4878866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -4878866.000000 Penalty: 1023.275391
	Iteration 267F: 3 clusters Score -4878866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -88368.640625 Penalty: 330.129395
	Iteration 0F: 2 clusters Score -88368.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87300.656250 Penalty: 660.258789
	Iteration 0F: 3 clusters Score -87300.66 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87618.093750 Penalty: 660.258789
	Iteration 1F: 3 clusters Score -87618.09 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -87698.328125 Penalty: 660.258789
	Iteration 2F: 3 clusters Score -87698.33 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -87758.765625 Penalty: 660.258789
	Iteration 3F: 3 clusters Score -87758.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87802.015625 Penalty: 660.258789
	Iteration 4Q: 3 clusters Score -87802.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87832.046875 Penalty: 660.258789
	Iteration 5Q: 3 clusters Score -87832.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87862.429688 Penalty: 660.258789
	Iteration 6Q: 3 clusters Score -87862.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87900.718750 Penalty: 660.258789
	Iteration 7Q: 3 clusters Score -87900.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87931.835938 Penalty: 660.258789
	Iteration 8Q: 3 clusters Score -87931.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87962.335938 Penalty: 660.258789
	Iteration 9Q: 3 clusters Score -87962.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87995.460938 Penalty: 660.258789
	Iteration 10Q: 3 clusters Score -87995.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88008.898438 Penalty: 660.258789
	Iteration 11Q: 3 clusters Score -88008.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88019.710938 Penalty: 660.258789
	Iteration 12Q: 3 clusters Score -88019.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88031.523438 Penalty: 660.258789
	Iteration 13Q: 3 clusters Score -88031.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88047.304688 Penalty: 660.258789
	Iteration 14Q: 3 clusters Score -88047.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88060.593750 Penalty: 660.258789
	Iteration 15Q: 3 clusters Score -88060.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88065.914062 Penalty: 660.258789
	Iteration 16Q: 3 clusters Score -88065.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88068.320312 Penalty: 660.258789
	Iteration 17Q: 3 clusters Score -88068.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88069.703125 Penalty: 660.258789
	Iteration 18Q: 3 clusters Score -88069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88071.414062 Penalty: 660.258789
	Iteration 19Q: 3 clusters Score -88071.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88075.742188 Penalty: 660.258789
	Iteration 20F: 3 clusters Score -88075.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88081.546875 Penalty: 660.258789
	Iteration 21Q: 3 clusters Score -88081.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88085.960938 Penalty: 660.258789
	Iteration 22Q: 3 clusters Score -88085.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88087.453125 Penalty: 660.258789
	Iteration 23Q: 3 clusters Score -88087.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88087.882812 Penalty: 660.258789
	Iteration 24Q: 3 clusters Score -88087.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88087.882812 Penalty: 660.258789
	Iteration 25F: 3 clusters Score -88087.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -328362.281250 Penalty: 388.841858
	Iteration 0F: 2 clusters Score -328362.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -324872.562500 Penalty: 777.683716
	Iteration 0F: 3 clusters Score -324872.6 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -326115.218750 Penalty: 777.683716
	Iteration 1F: 3 clusters Score -326115.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -326247.375000 Penalty: 777.683716
	Iteration 2F: 3 clusters Score -326247.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -326394.343750 Penalty: 777.683716
	Iteration 3F: 3 clusters Score -326394.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -326569.500000 Penalty: 777.683716
	Iteration 4F: 3 clusters Score -326569.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -326807.250000 Penalty: 777.683716
	Iteration 5F: 3 clusters Score -326807.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -327078.875000 Penalty: 777.683716
	Iteration 6F: 3 clusters Score -327078.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -327316.468750 Penalty: 777.683716
	Iteration 7Q: 3 clusters Score -327316.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -327478.500000 Penalty: 777.683716
	Iteration 8Q: 3 clusters Score -327478.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -327629.531250 Penalty: 777.683716
	Iteration 9Q: 3 clusters Score -327629.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -327758.125000 Penalty: 777.683716
	Iteration 10Q: 3 clusters Score -327758.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -327852.406250 Penalty: 777.683716
	Iteration 11Q: 3 clusters Score -327852.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -327926.000000 Penalty: 777.683716
	Iteration 12Q: 3 clusters Score -327926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -327972.718750 Penalty: 777.683716
	Iteration 13Q: 3 clusters Score -327972.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -328003.406250 Penalty: 777.683716
	Iteration 14Q: 3 clusters Score -328003.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -328020.656250 Penalty: 777.683716
	Iteration 15Q: 3 clusters Score -328020.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -328027.125000 Penalty: 777.683716
	Iteration 16Q: 3 clusters Score -328027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -328031.562500 Penalty: 777.683716
	Iteration 17Q: 3 clusters Score -328031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -328036.531250 Penalty: 777.683716
	Iteration 18Q: 3 clusters Score -328036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -328044.906250 Penalty: 777.683716
	Iteration 19Q: 3 clusters Score -328044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -328054.406250 Penalty: 777.683716
	Iteration 20F: 3 clusters Score -328054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -328058.843750 Penalty: 777.683716
	Iteration 21Q: 3 clusters Score -328058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -328059.562500 Penalty: 777.683716
	Iteration 22Q: 3 clusters Score -328059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -328060.562500 Penalty: 777.683716
	Iteration 23Q: 3 clusters Score -328060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -328060.468750 Penalty: 777.683716
	Iteration 24Q: 3 clusters Score -328060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -328060.468750 Penalty: 777.683716
	Iteration 25F: 3 clusters Score -328060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -44789.906250 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -44789.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44130.867188 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -44130.87 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44304.601562 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -44304.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44337.738281 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -44337.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44359.156250 Penalty: 606.345093
	Iteration 3Q: 3 clusters Score -44359.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -44373.792969 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -44373.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44394.484375 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -44394.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44408.378906 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -44408.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44422.500000 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -44422.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44435.644531 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -44435.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44442.468750 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -44442.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -44445.757812 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -44445.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -44448.019531 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -44448.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -44451.097656 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -44451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -44458.320312 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -44458.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44468.617188 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -44468.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44478.906250 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -44478.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -44484.000000 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -44484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44491.136719 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -44491.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44494.726562 Penalty: 606.345093
	Iteration 18Q: 3 clusters Score -44494.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -44499.367188 Penalty: 606.345093
	Iteration 19Q: 3 clusters Score -44499.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44503.320312 Penalty: 606.345093
	Iteration 20F: 3 clusters Score -44503.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -44506.382812 Penalty: 606.345093
	Iteration 21Q: 3 clusters Score -44506.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -44511.414062 Penalty: 606.345093
	Iteration 22Q: 3 clusters Score -44511.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44518.101562 Penalty: 606.345093
	Iteration 23Q: 3 clusters Score -44518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44521.886719 Penalty: 606.345093
	Iteration 24Q: 3 clusters Score -44521.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44523.222656 Penalty: 606.345093
	Iteration 25Q: 3 clusters Score -44523.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -44524.261719 Penalty: 606.345093
	Iteration 26Q: 3 clusters Score -44524.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44527.902344 Penalty: 606.345093
	Iteration 27Q: 3 clusters Score -44527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44534.261719 Penalty: 606.345093
	Iteration 28Q: 3 clusters Score -44534.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44537.679688 Penalty: 606.345093
	Iteration 29Q: 3 clusters Score -44537.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -44539.074219 Penalty: 606.345093
	Iteration 30Q: 3 clusters Score -44539.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -44540.113281 Penalty: 606.345093
	Iteration 31Q: 3 clusters Score -44540.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44541.484375 Penalty: 606.345093
	Iteration 32Q: 3 clusters Score -44541.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44544.949219 Penalty: 606.345093
	Iteration 33Q: 3 clusters Score -44544.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -44546.207031 Penalty: 606.345093
	Iteration 34Q: 3 clusters Score -44546.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -44547.187500 Penalty: 606.345093
	Iteration 35Q: 3 clusters Score -44547.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -44547.187500 Penalty: 606.345093
	Iteration 36F: 3 clusters Score -44547.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Entering Unmasked Estep 
Score: -225049.843750 Penalty: 372.382690
	Iteration 0F: 2 clusters Score -225049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -222581.031250 Penalty: 744.765381
	Iteration 0F: 3 clusters Score -222581 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -223513.187500 Penalty: 744.765381
	Iteration 1F: 3 clusters Score -223513.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -223667.062500 Penalty: 744.765381
	Iteration 2F: 3 clusters Score -223667.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -223829.843750 Penalty: 744.765381
	Iteration 3F: 3 clusters Score -223829.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -224006.062500 Penalty: 744.765381
	Iteration 4F: 3 clusters Score -224006.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -224187.500000 Penalty: 744.765381
	Iteration 5F: 3 clusters Score -224187.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -224341.515625 Penalty: 744.765381
	Iteration 6F: 3 clusters Score -224341.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -224436.750000 Penalty: 744.765381
	Iteration 7Q: 3 clusters Score -224436.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -224495.328125 Penalty: 744.765381
	Iteration 8Q: 3 clusters Score -224495.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -224542.281250 Penalty: 744.765381
	Iteration 9Q: 3 clusters Score -224542.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -224586.000000 Penalty: 744.765381
	Iteration 10Q: 3 clusters Score -224586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -224624.843750 Penalty: 744.765381
	Iteration 11Q: 3 clusters Score -224624.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224657.296875 Penalty: 744.765381
	Iteration 12Q: 3 clusters Score -224657.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -224686.093750 Penalty: 744.765381
	Iteration 13Q: 3 clusters Score -224686.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -224708.812500 Penalty: 744.765381
	Iteration 14Q: 3 clusters Score -224708.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -224734.171875 Penalty: 744.765381
	Iteration 15Q: 3 clusters Score -224734.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -224748.546875 Penalty: 744.765381
	Iteration 16Q: 3 clusters Score -224748.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -224762.375000 Penalty: 744.765381
	Iteration 17Q: 3 clusters Score -224762.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -224782.125000 Penalty: 744.765381
	Iteration 18Q: 3 clusters Score -224782.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -224802.609375 Penalty: 744.765381
	Iteration 19Q: 3 clusters Score -224802.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -224823.890625 Penalty: 744.765381
	Iteration 20F: 3 clusters Score -224823.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -224840.218750 Penalty: 744.765381
	Iteration 21Q: 3 clusters Score -224840.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -224853.125000 Penalty: 744.765381
	Iteration 22Q: 3 clusters Score -224853.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224861.890625 Penalty: 744.765381
	Iteration 23Q: 3 clusters Score -224861.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -224866.109375 Penalty: 744.765381
	Iteration 24Q: 3 clusters Score -224866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -224868.406250 Penalty: 744.765381
	Iteration 25Q: 3 clusters Score -224868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -224869.671875 Penalty: 744.765381
	Iteration 26Q: 3 clusters Score -224869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224869.906250 Penalty: 744.765381
	Iteration 27Q: 3 clusters Score -224869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224870.046875 Penalty: 744.765381
	Iteration 28Q: 3 clusters Score -224870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -224870.656250 Penalty: 744.765381
	Iteration 29Q: 3 clusters Score -224870.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224870.640625 Penalty: 744.765381
	Iteration 30Q: 3 clusters Score -224870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224870.640625 Penalty: 744.765381
	Iteration 31F: 3 clusters Score -224870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Entering Unmasked Estep 
Score: -2870677.000000 Penalty: 485.851440
	Iteration 0F: 2 clusters Score -2870677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2841936.500000 Penalty: 971.702881
	Iteration 0F: 3 clusters Score -2841936 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2854130.000000 Penalty: 971.702881
	Iteration 1F: 3 clusters Score -2854130 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2854503.250000 Penalty: 971.702881
	Iteration 2Q: 3 clusters Score -2854503 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2854955.000000 Penalty: 971.702881
	Iteration 3Q: 3 clusters Score -2854955 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2855535.000000 Penalty: 971.702881
	Iteration 4Q: 3 clusters Score -2855535 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2856518.500000 Penalty: 971.702881
	Iteration 5Q: 3 clusters Score -2856518 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2857930.000000 Penalty: 971.702881
	Iteration 6F: 3 clusters Score -2857930 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2859731.750000 Penalty: 971.702881
	Iteration 7F: 3 clusters Score -2859732 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2861612.750000 Penalty: 971.702881
	Iteration 8F: 3 clusters Score -2861613 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2862779.000000 Penalty: 971.702881
	Iteration 9F: 3 clusters Score -2862779 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2863174.500000 Penalty: 971.702881
	Iteration 10Q: 3 clusters Score -2863174 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2863299.750000 Penalty: 971.702881
	Iteration 11Q: 3 clusters Score -2863300 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2863379.000000 Penalty: 971.702881
	Iteration 12Q: 3 clusters Score -2863379 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2863444.750000 Penalty: 971.702881
	Iteration 13Q: 3 clusters Score -2863445 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2863508.500000 Penalty: 971.702881
	Iteration 14Q: 3 clusters Score -2863508 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2863566.000000 Penalty: 971.702881
	Iteration 15Q: 3 clusters Score -2863566 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2863643.250000 Penalty: 971.702881
	Iteration 16Q: 3 clusters Score -2863643 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2863721.750000 Penalty: 971.702881
	Iteration 17Q: 3 clusters Score -2863722 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2863774.000000 Penalty: 971.702881
	Iteration 18Q: 3 clusters Score -2863774 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2863883.750000 Penalty: 971.702881
	Iteration 19Q: 3 clusters Score -2863884 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2864000.750000 Penalty: 971.702881
	Iteration 20F: 3 clusters Score -2864001 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2864094.500000 Penalty: 971.702881
	Iteration 21Q: 3 clusters Score -2864094 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2864251.250000 Penalty: 971.702881
	Iteration 22Q: 3 clusters Score -2864251 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2864388.000000 Penalty: 971.702881
	Iteration 23Q: 3 clusters Score -2864388 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2864543.750000 Penalty: 971.702881
	Iteration 24Q: 3 clusters Score -2864544 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2864725.000000 Penalty: 971.702881
	Iteration 25Q: 3 clusters Score -2864725 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2864935.000000 Penalty: 971.702881
	Iteration 26Q: 3 clusters Score -2864935 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2865111.500000 Penalty: 971.702881
	Iteration 27Q: 3 clusters Score -2865112 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2865317.000000 Penalty: 971.702881
	Iteration 28Q: 3 clusters Score -2865317 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2865555.500000 Penalty: 971.702881
	Iteration 29Q: 3 clusters Score -2865556 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2865808.250000 Penalty: 971.702881
	Iteration 30Q: 3 clusters Score -2865808 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2866037.750000 Penalty: 971.702881
	Iteration 31Q: 3 clusters Score -2866038 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2866277.500000 Penalty: 971.702881
	Iteration 32Q: 3 clusters Score -2866278 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2866541.750000 Penalty: 971.702881
	Iteration 33Q: 3 clusters Score -2866542 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2866857.000000 Penalty: 971.702881
	Iteration 34Q: 3 clusters Score -2866857 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2867174.500000 Penalty: 971.702881
	Iteration 35Q: 3 clusters Score -2867174 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2867473.250000 Penalty: 971.702881
	Iteration 36Q: 3 clusters Score -2867473 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2867704.250000 Penalty: 971.702881
	Iteration 37Q: 3 clusters Score -2867704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2868003.750000 Penalty: 971.702881
	Iteration 38Q: 3 clusters Score -2868004 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2868296.750000 Penalty: 971.702881
	Iteration 39Q: 3 clusters Score -2868297 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2868621.750000 Penalty: 971.702881
	Iteration 40F: 3 clusters Score -2868622 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2868892.250000 Penalty: 971.702881
	Iteration 41Q: 3 clusters Score -2868892 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2869159.250000 Penalty: 971.702881
	Iteration 42Q: 3 clusters Score -2869159 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2869385.250000 Penalty: 971.702881
	Iteration 43Q: 3 clusters Score -2869385 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2869590.500000 Penalty: 971.702881
	Iteration 44Q: 3 clusters Score -2869590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2869779.000000 Penalty: 971.702881
	Iteration 45Q: 3 clusters Score -2869779 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2869945.500000 Penalty: 971.702881
	Iteration 46Q: 3 clusters Score -2869946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2870025.000000 Penalty: 971.702881
	Iteration 47Q: 3 clusters Score -2870025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2870074.000000 Penalty: 971.702881
	Iteration 48Q: 3 clusters Score -2870074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2870131.500000 Penalty: 971.702881
	Iteration 49Q: 3 clusters Score -2870132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2870163.000000 Penalty: 971.702881
	Iteration 50Q: 3 clusters Score -2870163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2870179.000000 Penalty: 971.702881
	Iteration 51Q: 3 clusters Score -2870179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2870186.250000 Penalty: 971.702881
	Iteration 52Q: 3 clusters Score -2870186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2870190.750000 Penalty: 971.702881
	Iteration 53Q: 3 clusters Score -2870191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2870196.750000 Penalty: 971.702881
	Iteration 54Q: 3 clusters Score -2870197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2870199.500000 Penalty: 971.702881
	Iteration 55Q: 3 clusters Score -2870200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2870209.250000 Penalty: 971.702881
	Iteration 56Q: 3 clusters Score -2870209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2870208.000000 Penalty: 971.702881
	Iteration 57Q: 3 clusters Score -2870208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2870213.000000 Penalty: 971.702881
	Iteration 58Q: 3 clusters Score -2870213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2870216.000000 Penalty: 971.702881
	Iteration 59Q: 3 clusters Score -2870216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2870217.750000 Penalty: 971.702881
	Iteration 60F: 3 clusters Score -2870218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2870222.250000 Penalty: 971.702881
	Iteration 61Q: 3 clusters Score -2870222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2870225.250000 Penalty: 971.702881
	Iteration 62Q: 3 clusters Score -2870225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2870229.750000 Penalty: 971.702881
	Iteration 63Q: 3 clusters Score -2870230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2870230.000000 Penalty: 971.702881
	Iteration 64Q: 3 clusters Score -2870230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2870230.000000 Penalty: 971.702881
	Iteration 65F: 3 clusters Score -2870230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -200533.187500 Penalty: 371.717682
	Iteration 0F: 2 clusters Score -200533.2 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 1747 members 
Entering Unmasked Estep 
Score: -198094.984375 Penalty: 743.435364
	Iteration 0F: 3 clusters Score -198095 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -199039.562500 Penalty: 743.435364
	Iteration 1F: 3 clusters Score -199039.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -199151.265625 Penalty: 743.435364
	Iteration 2F: 3 clusters Score -199151.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -199263.343750 Penalty: 743.435364
	Iteration 3F: 3 clusters Score -199263.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -199403.609375 Penalty: 743.435364
	Iteration 4F: 3 clusters Score -199403.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -199553.828125 Penalty: 743.435364
	Iteration 5F: 3 clusters Score -199553.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -199667.750000 Penalty: 743.435364
	Iteration 6F: 3 clusters Score -199667.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -199737.109375 Penalty: 743.435364
	Iteration 7Q: 3 clusters Score -199737.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -199801.484375 Penalty: 743.435364
	Iteration 8Q: 3 clusters Score -199801.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -199849.687500 Penalty: 743.435364
	Iteration 9Q: 3 clusters Score -199849.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -199887.609375 Penalty: 743.435364
	Iteration 10Q: 3 clusters Score -199887.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199913.765625 Penalty: 743.435364
	Iteration 11Q: 3 clusters Score -199913.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199931.796875 Penalty: 743.435364
	Iteration 12Q: 3 clusters Score -199931.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199942.328125 Penalty: 743.435364
	Iteration 13Q: 3 clusters Score -199942.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -199949.750000 Penalty: 743.435364
	Iteration 14Q: 3 clusters Score -199949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -199954.171875 Penalty: 743.435364
	Iteration 15Q: 3 clusters Score -199954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -199959.343750 Penalty: 743.435364
	Iteration 16Q: 3 clusters Score -199959.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -199964.953125 Penalty: 743.435364
	Iteration 17Q: 3 clusters Score -199965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -199968.046875 Penalty: 743.435364
	Iteration 18Q: 3 clusters Score -199968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -199970.843750 Penalty: 743.435364
	Iteration 19Q: 3 clusters Score -199970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -199971.875000 Penalty: 743.435364
	Iteration 20F: 3 clusters Score -199971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -199972.531250 Penalty: 743.435364
	Iteration 21Q: 3 clusters Score -199972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -199972.531250 Penalty: 743.435364
	Iteration 22F: 3 clusters Score -199972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -278345.343750 Penalty: 380.616913
	Iteration 0F: 2 clusters Score -278345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -275400.312500 Penalty: 761.233826
	Iteration 0F: 3 clusters Score -275400.3 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -276546.937500 Penalty: 761.233826
	Iteration 1F: 3 clusters Score -276546.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -276728.375000 Penalty: 761.233826
	Iteration 2F: 3 clusters Score -276728.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -276954.656250 Penalty: 761.233826
	Iteration 3F: 3 clusters Score -276954.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -277214.875000 Penalty: 761.233826
	Iteration 4F: 3 clusters Score -277214.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -277439.218750 Penalty: 761.233826
	Iteration 5F: 3 clusters Score -277439.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -277578.281250 Penalty: 761.233826
	Iteration 6Q: 3 clusters Score -277578.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -277645.406250 Penalty: 761.233826
	Iteration 7Q: 3 clusters Score -277645.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -277674.093750 Penalty: 761.233826
	Iteration 8Q: 3 clusters Score -277674.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -277683.281250 Penalty: 761.233826
	Iteration 9Q: 3 clusters Score -277683.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -277690.718750 Penalty: 761.233826
	Iteration 10Q: 3 clusters Score -277690.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -277697.375000 Penalty: 761.233826
	Iteration 11Q: 3 clusters Score -277697.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -277701.250000 Penalty: 761.233826
	Iteration 12Q: 3 clusters Score -277701.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -277705.281250 Penalty: 761.233826
	Iteration 13Q: 3 clusters Score -277705.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -277708.281250 Penalty: 761.233826
	Iteration 14Q: 3 clusters Score -277708.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -277711.843750 Penalty: 761.233826
	Iteration 15Q: 3 clusters Score -277711.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -277716.687500 Penalty: 761.233826
	Iteration 16Q: 3 clusters Score -277716.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -277719.343750 Penalty: 761.233826
	Iteration 17Q: 3 clusters Score -277719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -277722.375000 Penalty: 761.233826
	Iteration 18Q: 3 clusters Score -277722.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -277725.250000 Penalty: 761.233826
	Iteration 19Q: 3 clusters Score -277725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -277725.687500 Penalty: 761.233826
	Iteration 20F: 3 clusters Score -277725.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -277726.750000 Penalty: 761.233826
	Iteration 21Q: 3 clusters Score -277726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -277727.437500 Penalty: 761.233826
	Iteration 22Q: 3 clusters Score -277727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -277727.781250 Penalty: 761.233826
	Iteration 23Q: 3 clusters Score -277727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -277728.625000 Penalty: 761.233826
	Iteration 24Q: 3 clusters Score -277728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -277729.343750 Penalty: 761.233826
	Iteration 25Q: 3 clusters Score -277729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -277730.687500 Penalty: 761.233826
	Iteration 26Q: 3 clusters Score -277730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -277731.187500 Penalty: 761.233826
	Iteration 27Q: 3 clusters Score -277731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -277732.812500 Penalty: 761.233826
	Iteration 28Q: 3 clusters Score -277732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -277734.906250 Penalty: 761.233826
	Iteration 29Q: 3 clusters Score -277734.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -277737.031250 Penalty: 761.233826
	Iteration 30Q: 3 clusters Score -277737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -277741.843750 Penalty: 761.233826
	Iteration 31Q: 3 clusters Score -277741.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -277746.156250 Penalty: 761.233826
	Iteration 32Q: 3 clusters Score -277746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -277749.781250 Penalty: 761.233826
	Iteration 33Q: 3 clusters Score -277749.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -277753.625000 Penalty: 761.233826
	Iteration 34Q: 3 clusters Score -277753.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -277756.968750 Penalty: 761.233826
	Iteration 35Q: 3 clusters Score -277757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -277758.718750 Penalty: 761.233826
	Iteration 36Q: 3 clusters Score -277758.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -277760.093750 Penalty: 761.233826
	Iteration 37Q: 3 clusters Score -277760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -277763.125000 Penalty: 761.233826
	Iteration 38Q: 3 clusters Score -277763.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -277766.812500 Penalty: 761.233826
	Iteration 39Q: 3 clusters Score -277766.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -277771.625000 Penalty: 761.233826
	Iteration 40F: 3 clusters Score -277771.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -277776.312500 Penalty: 761.233826
	Iteration 41Q: 3 clusters Score -277776.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -277779.781250 Penalty: 761.233826
	Iteration 42Q: 3 clusters Score -277779.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -277782.468750 Penalty: 761.233826
	Iteration 43Q: 3 clusters Score -277782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -277785.031250 Penalty: 761.233826
	Iteration 44Q: 3 clusters Score -277785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -277785.875000 Penalty: 761.233826
	Iteration 45Q: 3 clusters Score -277785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -277787.750000 Penalty: 761.233826
	Iteration 46Q: 3 clusters Score -277787.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -277790.250000 Penalty: 761.233826
	Iteration 47Q: 3 clusters Score -277790.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -277792.250000 Penalty: 761.233826
	Iteration 48Q: 3 clusters Score -277792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -277793.437500 Penalty: 761.233826
	Iteration 49Q: 3 clusters Score -277793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -277796.562500 Penalty: 761.233826
	Iteration 50Q: 3 clusters Score -277796.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -277797.750000 Penalty: 761.233826
	Iteration 51Q: 3 clusters Score -277797.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -277798.843750 Penalty: 761.233826
	Iteration 52Q: 3 clusters Score -277798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -277799.375000 Penalty: 761.233826
	Iteration 53Q: 3 clusters Score -277799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -277800.000000 Penalty: 761.233826
	Iteration 54Q: 3 clusters Score -277800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -277800.093750 Penalty: 761.233826
	Iteration 55Q: 3 clusters Score -277800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -277800.000000 Penalty: 761.233826
	Iteration 56Q: 3 clusters Score -277800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -277799.937500 Penalty: 761.233826
	Iteration 57Q: 3 clusters Score -277799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -277800.312500 Penalty: 761.233826
	Iteration 58Q: 3 clusters Score -277800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -277800.312500 Penalty: 761.233826
	Iteration 59Q: 3 clusters Score -277800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -277800.468750 Penalty: 761.233826
	Iteration 60F: 3 clusters Score -277800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Entering Unmasked Estep 
Score: -5577571.500000 Penalty: 518.809570
	Iteration 0F: 2 clusters Score -5577572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5524898.500000 Penalty: 1037.619141
	Iteration 0F: 3 clusters Score -5524898 nChanged 43650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5550644 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5551518 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5552724 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5554673 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5557821.500000 Penalty: 1037.619141
	Iteration 5F: 3 clusters Score -5557822 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5562885 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5569142 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5573164 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -5574523.500000 Penalty: 1037.619141
	Iteration 9Q: 3 clusters Score -5574524 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -5575101.500000 Penalty: 1037.619141
	Iteration 10Q: 3 clusters Score -5575102 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5575558 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -5575975.000000 Penalty: 1037.619141
	Iteration 12Q: 3 clusters Score -5575975 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -5576247.500000 Penalty: 1037.619141
	Iteration 13Q: 3 clusters Score -5576248 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -5576441.500000 Penalty: 1037.619141
	Iteration 14Q: 3 clusters Score -5576442 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -5576590.500000 Penalty: 1037.619141
	Iteration 15Q: 3 clusters Score -5576590 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -5576710.500000 Penalty: 1037.619141
	Iteration 16Q: 3 clusters Score -5576710 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -5576806.000000 Penalty: 1037.619141
	Iteration 17Q: 3 clusters Score -5576806 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -5576902.000000 Penalty: 1037.619141
	Iteration 18Q: 3 clusters Score -5576902 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -5577047.000000 Penalty: 1037.619141
	Iteration 19Q: 3 clusters Score -5577047 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -5577118.500000 Penalty: 1037.619141
	Iteration 20F: 3 clusters Score -5577118 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -5577144.500000 Penalty: 1037.619141
	Iteration 21Q: 3 clusters Score -5577144 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -5577173.000000 Penalty: 1037.619141
	Iteration 22Q: 3 clusters Score -5577173 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -5577194.000000 Penalty: 1037.619141
	Iteration 23Q: 3 clusters Score -5577194 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -5577205.000000 Penalty: 1037.619141
	Iteration 24Q: 3 clusters Score -5577205 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -5577246.000000 Penalty: 1037.619141
	Iteration 25Q: 3 clusters Score -5577246 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -5577291.000000 Penalty: 1037.619141
	Iteration 26Q: 3 clusters Score -5577291 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -5577315.500000 Penalty: 1037.619141
	Iteration 27Q: 3 clusters Score -5577316 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -5577332.000000 Penalty: 1037.619141
	Iteration 28Q: 3 clusters Score -5577332 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -5577392.000000 Penalty: 1037.619141
	Iteration 29Q: 3 clusters Score -5577392 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -5577406.500000 Penalty: 1037.619141
	Iteration 30Q: 3 clusters Score -5577406 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -5577423.500000 Penalty: 1037.619141
	Iteration 31Q: 3 clusters Score -5577424 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -5577449.000000 Penalty: 1037.619141
	Iteration 32Q: 3 clusters Score -5577449 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -5577458.000000 Penalty: 1037.619141
	Iteration 33Q: 3 clusters Score -5577458 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -5577461.500000 Penalty: 1037.619141
	Iteration 34Q: 3 clusters Score -5577462 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -5577456.000000 Penalty: 1037.619141
	Iteration 35Q: 3 clusters Score -5577456 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5577456 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -5577482.500000 Penalty: 1037.619141
	Iteration 37Q: 3 clusters Score -5577482 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -5577488.500000 Penalty: 1037.619141
	Iteration 38Q: 3 clusters Score -5577488 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -5577480.000000 Penalty: 1037.619141
	Iteration 39Q: 3 clusters Score -5577480 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -5577532.500000 Penalty: 1037.619141
	Iteration 40F: 3 clusters Score -5577532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -5577548.500000 Penalty: 1037.619141
	Iteration 41Q: 3 clusters Score -5577548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -5577585.000000 Penalty: 1037.619141
	Iteration 42Q: 3 clusters Score -5577585 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -5577614.500000 Penalty: 1037.619141
	Iteration 43Q: 3 clusters Score -5577614 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -5577643.000000 Penalty: 1037.619141
	Iteration 44Q: 3 clusters Score -5577643 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -5577670.500000 Penalty: 1037.619141
	Iteration 45Q: 3 clusters Score -5577670 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -5577678.000000 Penalty: 1037.619141
	Iteration 46Q: 3 clusters Score -5577678 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -5577712.500000 Penalty: 1037.619141
	Iteration 47Q: 3 clusters Score -5577712 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -5577726.500000 Penalty: 1037.619141
	Iteration 48Q: 3 clusters Score -5577726 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -5577749.500000 Penalty: 1037.619141
	Iteration 49Q: 3 clusters Score -5577750 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -5577758.500000 Penalty: 1037.619141
	Iteration 50Q: 3 clusters Score -5577758 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -5577786.500000 Penalty: 1037.619141
	Iteration 51Q: 3 clusters Score -5577786 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -5577821.500000 Penalty: 1037.619141
	Iteration 52Q: 3 clusters Score -5577822 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -5577881.500000 Penalty: 1037.619141
	Iteration 53Q: 3 clusters Score -5577882 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -5577918.500000 Penalty: 1037.619141
	Iteration 54Q: 3 clusters Score -5577918 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -5577959.500000 Penalty: 1037.619141
	Iteration 55Q: 3 clusters Score -5577960 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -5577967.500000 Penalty: 1037.619141
	Iteration 56Q: 3 clusters Score -5577968 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -5578015.000000 Penalty: 1037.619141
	Iteration 57Q: 3 clusters Score -5578015 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -5578027.500000 Penalty: 1037.619141
	Iteration 58Q: 3 clusters Score -5578028 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -5578052.000000 Penalty: 1037.619141
	Iteration 59Q: 3 clusters Score -5578052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -5578084.000000 Penalty: 1037.619141
	Iteration 60F: 3 clusters Score -5578084 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -5578080.500000 Penalty: 1037.619141
	Iteration 61Q: 3 clusters Score -5578080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -5578124.500000 Penalty: 1037.619141
	Iteration 62Q: 3 clusters Score -5578124 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -5578169.000000 Penalty: 1037.619141
	Iteration 63Q: 3 clusters Score -5578169 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -5578202.000000 Penalty: 1037.619141
	Iteration 64Q: 3 clusters Score -5578202 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -5578216.500000 Penalty: 1037.619141
	Iteration 65Q: 3 clusters Score -5578216 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -5578243.500000 Penalty: 1037.619141
	Iteration 66Q: 3 clusters Score -5578244 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -5578292.500000 Penalty: 1037.619141
	Iteration 67Q: 3 clusters Score -5578292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -5578337.500000 Penalty: 1037.619141
	Iteration 68Q: 3 clusters Score -5578338 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -5578380.000000 Penalty: 1037.619141
	Iteration 69Q: 3 clusters Score -5578380 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -5578388.000000 Penalty: 1037.619141
	Iteration 70Q: 3 clusters Score -5578388 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -5578448.000000 Penalty: 1037.619141
	Iteration 71Q: 3 clusters Score -5578448 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -5578498.000000 Penalty: 1037.619141
	Iteration 72Q: 3 clusters Score -5578498 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -5578549.000000 Penalty: 1037.619141
	Iteration 73Q: 3 clusters Score -5578549 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -5578572.500000 Penalty: 1037.619141
	Iteration 74Q: 3 clusters Score -5578572 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -5578600.500000 Penalty: 1037.619141
	Iteration 75Q: 3 clusters Score -5578600 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5578673 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -5578719.500000 Penalty: 1037.619141
	Iteration 77Q: 3 clusters Score -5578720 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -5578777.500000 Penalty: 1037.619141
	Iteration 78Q: 3 clusters Score -5578778 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -5578837.000000 Penalty: 1037.619141
	Iteration 79Q: 3 clusters Score -5578837 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -5578859.000000 Penalty: 1037.619141
	Iteration 80F: 3 clusters Score -5578859 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -5578904.000000 Penalty: 1037.619141
	Iteration 81Q: 3 clusters Score -5578904 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5578988 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -5579058.000000 Penalty: 1037.619141
	Iteration 83Q: 3 clusters Score -5579058 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -5579147.000000 Penalty: 1037.619141
	Iteration 84Q: 3 clusters Score -5579147 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -5579191.000000 Penalty: 1037.619141
	Iteration 85Q: 3 clusters Score -5579191 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -5579225.500000 Penalty: 1037.619141
	Iteration 86Q: 3 clusters Score -5579226 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -5579289.000000 Penalty: 1037.619141
	Iteration 87Q: 3 clusters Score -5579289 nChanged 484
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -5579350.500000 Penalty: 1037.619141
	Iteration 88Q: 3 clusters Score -5579350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -5579447.500000 Penalty: 1037.619141
	Iteration 89Q: 3 clusters Score -5579448 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -5579617.000000 Penalty: 1037.619141
	Iteration 90Q: 3 clusters Score -5579617 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -5579916.000000 Penalty: 1037.619141
	Iteration 91Q: 3 clusters Score -5579916 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -5580203.000000 Penalty: 1037.619141
	Iteration 92Q: 3 clusters Score -5580203 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -5580445.000000 Penalty: 1037.619141
	Iteration 93Q: 3 clusters Score -5580445 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -5580640.500000 Penalty: 1037.619141
	Iteration 94Q: 3 clusters Score -5580640 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -5580771.000000 Penalty: 1037.619141
	Iteration 95Q: 3 clusters Score -5580771 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -5580845.000000 Penalty: 1037.619141
	Iteration 96Q: 3 clusters Score -5580845 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -5580873.500000 Penalty: 1037.619141
	Iteration 97Q: 3 clusters Score -5580874 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -5580852.000000 Penalty: 1037.619141
	Iteration 98Q: 3 clusters Score -5580852 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -5580750.000000 Penalty: 1037.619141
	Iteration 99Q: 3 clusters Score -5580750 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -5580584.000000 Penalty: 1037.619141
	Iteration 100F: 3 clusters Score -5580584 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -5580358.500000 Penalty: 1037.619141
	Iteration 101Q: 3 clusters Score -5580358 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -5580155.500000 Penalty: 1037.619141
	Iteration 102Q: 3 clusters Score -5580156 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -5579857.500000 Penalty: 1037.619141
	Iteration 103Q: 3 clusters Score -5579858 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -5579643.000000 Penalty: 1037.619141
	Iteration 104Q: 3 clusters Score -5579643 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -5579436.500000 Penalty: 1037.619141
	Iteration 105Q: 3 clusters Score -5579436 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -5579149.500000 Penalty: 1037.619141
	Iteration 106Q: 3 clusters Score -5579150 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -5579004.500000 Penalty: 1037.619141
	Iteration 107Q: 3 clusters Score -5579004 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -5578949.500000 Penalty: 1037.619141
	Iteration 108Q: 3 clusters Score -5578950 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -5578701.500000 Penalty: 1037.619141
	Iteration 109Q: 3 clusters Score -5578702 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -5578516.000000 Penalty: 1037.619141
	Iteration 110Q: 3 clusters Score -5578516 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -5578384.000000 Penalty: 1037.619141
	Iteration 111Q: 3 clusters Score -5578384 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -5578260.500000 Penalty: 1037.619141
	Iteration 112Q: 3 clusters Score -5578260 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -5578175.500000 Penalty: 1037.619141
	Iteration 113Q: 3 clusters Score -5578176 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -5578081.000000 Penalty: 1037.619141
	Iteration 114Q: 3 clusters Score -5578081 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -5577993.000000 Penalty: 1037.619141
	Iteration 115Q: 3 clusters Score -5577993 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -5577906.500000 Penalty: 1037.619141
	Iteration 116Q: 3 clusters Score -5577906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -5577822.500000 Penalty: 1037.619141
	Iteration 117Q: 3 clusters Score -5577822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -5577777.500000 Penalty: 1037.619141
	Iteration 118Q: 3 clusters Score -5577778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -5577738.500000 Penalty: 1037.619141
	Iteration 119Q: 3 clusters Score -5577738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -5577711.000000 Penalty: 1037.619141
	Iteration 120F: 3 clusters Score -5577711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 88624 members 
Entering Unmasked Estep 
Score: -5577692.000000 Penalty: 1037.619141
	Iteration 121Q: 3 clusters Score -5577692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -5577671.500000 Penalty: 1037.619141
	Iteration 122Q: 3 clusters Score -5577672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -5577641.000000 Penalty: 1037.619141
	Iteration 123Q: 3 clusters Score -5577641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -5577635.000000 Penalty: 1037.619141
	Iteration 124Q: 3 clusters Score -5577635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -5577626.000000 Penalty: 1037.619141
	Iteration 125Q: 3 clusters Score -5577626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -5577612.000000 Penalty: 1037.619141
	Iteration 126Q: 3 clusters Score -5577612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -5577612.500000 Penalty: 1037.619141
	Iteration 127Q: 3 clusters Score -5577612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -5577627.000000 Penalty: 1037.619141
	Iteration 128Q: 3 clusters Score -5577627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -5577587.000000 Penalty: 1037.619141
	Iteration 129Q: 3 clusters Score -5577587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 88918 members 
Entering Unmasked Estep 
Score: -5577576.500000 Penalty: 1037.619141
	Iteration 130Q: 3 clusters Score -5577576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -5577564.500000 Penalty: 1037.619141
	Iteration 131Q: 3 clusters Score -5577564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -5577567.500000 Penalty: 1037.619141
	Iteration 132Q: 3 clusters Score -5577568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -5577559.500000 Penalty: 1037.619141
	Iteration 133Q: 3 clusters Score -5577560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -5577549.500000 Penalty: 1037.619141
	Iteration 134Q: 3 clusters Score -5577550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -5577554.500000 Penalty: 1037.619141
	Iteration 135Q: 3 clusters Score -5577554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -5577550.000000 Penalty: 1037.619141
	Iteration 136Q: 3 clusters Score -5577550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -5577551.000000 Penalty: 1037.619141
	Iteration 137Q: 3 clusters Score -5577551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -5577547.500000 Penalty: 1037.619141
	Iteration 138Q: 3 clusters Score -5577548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -5577539.000000 Penalty: 1037.619141
	Iteration 139Q: 3 clusters Score -5577539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -5577532.000000 Penalty: 1037.619141
	Iteration 140F: 3 clusters Score -5577532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -5577527.500000 Penalty: 1037.619141
	Iteration 141Q: 3 clusters Score -5577528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -5577532.000000 Penalty: 1037.619141
	Iteration 142Q: 3 clusters Score -5577532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -5577533.500000 Penalty: 1037.619141
	Iteration 143Q: 3 clusters Score -5577534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -5577526.000000 Penalty: 1037.619141
	Iteration 144Q: 3 clusters Score -5577526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -5577536.000000 Penalty: 1037.619141
	Iteration 145Q: 3 clusters Score -5577536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -5577532.500000 Penalty: 1037.619141
	Iteration 146Q: 3 clusters Score -5577532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -5577536.500000 Penalty: 1037.619141
	Iteration 147Q: 3 clusters Score -5577536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -5577520.000000 Penalty: 1037.619141
	Iteration 148Q: 3 clusters Score -5577520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -5577527.500000 Penalty: 1037.619141
	Iteration 149Q: 3 clusters Score -5577528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -5577522.500000 Penalty: 1037.619141
	Iteration 150Q: 3 clusters Score -5577522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -5577520.000000 Penalty: 1037.619141
	Iteration 151Q: 3 clusters Score -5577520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -5577519.000000 Penalty: 1037.619141
	Iteration 152Q: 3 clusters Score -5577519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -5577518.000000 Penalty: 1037.619141
	Iteration 153Q: 3 clusters Score -5577518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -5577520.000000 Penalty: 1037.619141
	Iteration 154Q: 3 clusters Score -5577520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -5577520.000000 Penalty: 1037.619141
	Iteration 155F: 3 clusters Score -5577520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -537597.312500 Penalty: 414.879242
	Iteration 0F: 2 clusters Score -537597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -531470.187500 Penalty: 829.758484
	Iteration 0F: 3 clusters Score -531470.2 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -533958.687500 Penalty: 829.758484
	Iteration 1F: 3 clusters Score -533958.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -534301.125000 Penalty: 829.758484
	Iteration 2F: 3 clusters Score -534301.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -534727.812500 Penalty: 829.758484
	Iteration 3F: 3 clusters Score -534727.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -535222.125000 Penalty: 829.758484
	Iteration 4F: 3 clusters Score -535222.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -535783.312500 Penalty: 829.758484
	Iteration 5F: 3 clusters Score -535783.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -536286.875000 Penalty: 829.758484
	Iteration 6F: 3 clusters Score -536286.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -536652.750000 Penalty: 829.758484
	Iteration 7Q: 3 clusters Score -536652.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -536908.687500 Penalty: 829.758484
	Iteration 8Q: 3 clusters Score -536908.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -537050.000000 Penalty: 829.758484
	Iteration 9Q: 3 clusters Score -537050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -537133.250000 Penalty: 829.758484
	Iteration 10Q: 3 clusters Score -537133.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -537178.500000 Penalty: 829.758484
	Iteration 11Q: 3 clusters Score -537178.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -537207.437500 Penalty: 829.758484
	Iteration 12Q: 3 clusters Score -537207.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -537224.000000 Penalty: 829.758484
	Iteration 13Q: 3 clusters Score -537224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -537236.562500 Penalty: 829.758484
	Iteration 14Q: 3 clusters Score -537236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -537242.812500 Penalty: 829.758484
	Iteration 15Q: 3 clusters Score -537242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -537245.562500 Penalty: 829.758484
	Iteration 16Q: 3 clusters Score -537245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -537247.562500 Penalty: 829.758484
	Iteration 17Q: 3 clusters Score -537247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -537252.125000 Penalty: 829.758484
	Iteration 18Q: 3 clusters Score -537252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -537256.187500 Penalty: 829.758484
	Iteration 19Q: 3 clusters Score -537256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -537257.937500 Penalty: 829.758484
	Iteration 20F: 3 clusters Score -537257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -537258.500000 Penalty: 829.758484
	Iteration 21Q: 3 clusters Score -537258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -537258.500000 Penalty: 829.758484
	Iteration 22F: 3 clusters Score -537258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -1029554.750000 Penalty: 439.635010
	Iteration 0F: 2 clusters Score -1029555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1019063.062500 Penalty: 879.270020
	Iteration 0F: 3 clusters Score -1019063 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1023507.687500 Penalty: 879.270020
	Iteration 1F: 3 clusters Score -1023508 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1024051.500000 Penalty: 879.270020
	Iteration 2F: 3 clusters Score -1024052 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1024815.687500 Penalty: 879.270020
	Iteration 3F: 3 clusters Score -1024816 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1025731.375000 Penalty: 879.270020
	Iteration 4F: 3 clusters Score -1025731 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1026581.187500 Penalty: 879.270020
	Iteration 5F: 3 clusters Score -1026581 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1027035.250000 Penalty: 879.270020
	Iteration 6F: 3 clusters Score -1027035 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1027205.562500 Penalty: 879.270020
	Iteration 7Q: 3 clusters Score -1027206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1027279.125000 Penalty: 879.270020
	Iteration 8Q: 3 clusters Score -1027279 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1027317.375000 Penalty: 879.270020
	Iteration 9Q: 3 clusters Score -1027317 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1027347.687500 Penalty: 879.270020
	Iteration 10Q: 3 clusters Score -1027348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1027375.250000 Penalty: 879.270020
	Iteration 11Q: 3 clusters Score -1027375 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1027400.750000 Penalty: 879.270020
	Iteration 12Q: 3 clusters Score -1027401 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1027424.750000 Penalty: 879.270020
	Iteration 13Q: 3 clusters Score -1027425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1027445.062500 Penalty: 879.270020
	Iteration 14Q: 3 clusters Score -1027445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1027461.875000 Penalty: 879.270020
	Iteration 15Q: 3 clusters Score -1027462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1027470.812500 Penalty: 879.270020
	Iteration 16Q: 3 clusters Score -1027471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1027487.125000 Penalty: 879.270020
	Iteration 17Q: 3 clusters Score -1027487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1027498.687500 Penalty: 879.270020
	Iteration 18Q: 3 clusters Score -1027499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1027506.187500 Penalty: 879.270020
	Iteration 19Q: 3 clusters Score -1027506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1027512.062500 Penalty: 879.270020
	Iteration 20F: 3 clusters Score -1027512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1027516.000000 Penalty: 879.270020
	Iteration 21Q: 3 clusters Score -1027516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1027514.562500 Penalty: 879.270020
	Iteration 22Q: 3 clusters Score -1027515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1027525.812500 Penalty: 879.270020
	Iteration 23Q: 3 clusters Score -1027526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1027530.375000 Penalty: 879.270020
	Iteration 24Q: 3 clusters Score -1027530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1027538.312500 Penalty: 879.270020
	Iteration 25Q: 3 clusters Score -1027538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1027541.937500 Penalty: 879.270020
	Iteration 26Q: 3 clusters Score -1027542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1027540.812500 Penalty: 879.270020
	Iteration 27Q: 3 clusters Score -1027541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1027544.062500 Penalty: 879.270020
	Iteration 28Q: 3 clusters Score -1027544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1027542.875000 Penalty: 879.270020
	Iteration 29Q: 3 clusters Score -1027543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1027544.437500 Penalty: 879.270020
	Iteration 30Q: 3 clusters Score -1027544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1027545.062500 Penalty: 879.270020
	Iteration 31Q: 3 clusters Score -1027545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1027545.312500 Penalty: 879.270020
	Iteration 32Q: 3 clusters Score -1027545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1027547.375000 Penalty: 879.270020
	Iteration 33Q: 3 clusters Score -1027547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1027549.437500 Penalty: 879.270020
	Iteration 34Q: 3 clusters Score -1027549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1027548.437500 Penalty: 879.270020
	Iteration 35Q: 3 clusters Score -1027548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1027548.562500 Penalty: 879.270020
	Iteration 36Q: 3 clusters Score -1027549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1027549.937500 Penalty: 879.270020
	Iteration 37Q: 3 clusters Score -1027550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1027550.312500 Penalty: 879.270020
	Iteration 38Q: 3 clusters Score -1027550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1027549.500000 Penalty: 879.270020
	Iteration 39Q: 3 clusters Score -1027550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1027549.312500 Penalty: 879.270020
	Iteration 40F: 3 clusters Score -1027549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Entering Unmasked Estep 
Score: -4800232.500000 Penalty: 511.457642
	Iteration 0F: 2 clusters Score -4800232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4749659.000000 Penalty: 1022.915283
	Iteration 0F: 3 clusters Score -4749659 nChanged 37070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4772619.000000 Penalty: 1022.915283
	Iteration 1F: 3 clusters Score -4772619 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4773339.500000 Penalty: 1022.915283
	Iteration 2Q: 3 clusters Score -4773340 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4774141.000000 Penalty: 1022.915283
	Iteration 3Q: 3 clusters Score -4774141 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4775312.500000 Penalty: 1022.915283
	Iteration 4Q: 3 clusters Score -4775312 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4777178.000000 Penalty: 1022.915283
	Iteration 5Q: 3 clusters Score -4777178 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4779897.000000 Penalty: 1022.915283
	Iteration 6F: 3 clusters Score -4779897 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4783579.000000 Penalty: 1022.915283
	Iteration 7F: 3 clusters Score -4783579 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4786576.000000 Penalty: 1022.915283
	Iteration 8F: 3 clusters Score -4786576 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4788037.500000 Penalty: 1022.915283
	Iteration 9Q: 3 clusters Score -4788038 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4788596.000000 Penalty: 1022.915283
	Iteration 10Q: 3 clusters Score -4788596 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4789030.500000 Penalty: 1022.915283
	Iteration 11Q: 3 clusters Score -4789030 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4789526.000000 Penalty: 1022.915283
	Iteration 12Q: 3 clusters Score -4789526 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4790138.500000 Penalty: 1022.915283
	Iteration 13Q: 3 clusters Score -4790138 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4790853.500000 Penalty: 1022.915283
	Iteration 14Q: 3 clusters Score -4790854 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -4791699.500000 Penalty: 1022.915283
	Iteration 15Q: 3 clusters Score -4791700 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4792621.500000 Penalty: 1022.915283
	Iteration 16Q: 3 clusters Score -4792622 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4793653.000000 Penalty: 1022.915283
	Iteration 17Q: 3 clusters Score -4793653 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -4794729.000000 Penalty: 1022.915283
	Iteration 18Q: 3 clusters Score -4794729 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4795718.500000 Penalty: 1022.915283
	Iteration 19Q: 3 clusters Score -4795718 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4796679.500000 Penalty: 1022.915283
	Iteration 20F: 3 clusters Score -4796680 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4797574.500000 Penalty: 1022.915283
	Iteration 21Q: 3 clusters Score -4797574 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4798286.500000 Penalty: 1022.915283
	Iteration 22Q: 3 clusters Score -4798286 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4798796.000000 Penalty: 1022.915283
	Iteration 23Q: 3 clusters Score -4798796 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4799137.500000 Penalty: 1022.915283
	Iteration 24Q: 3 clusters Score -4799138 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4799394.500000 Penalty: 1022.915283
	Iteration 25Q: 3 clusters Score -4799394 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4799560.500000 Penalty: 1022.915283
	Iteration 26Q: 3 clusters Score -4799560 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4799642.500000 Penalty: 1022.915283
	Iteration 27Q: 3 clusters Score -4799642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4799692.500000 Penalty: 1022.915283
	Iteration 28Q: 3 clusters Score -4799692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4799735.500000 Penalty: 1022.915283
	Iteration 29Q: 3 clusters Score -4799736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4799765.500000 Penalty: 1022.915283
	Iteration 30Q: 3 clusters Score -4799766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4799773.500000 Penalty: 1022.915283
	Iteration 31Q: 3 clusters Score -4799774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4799781.000000 Penalty: 1022.915283
	Iteration 32Q: 3 clusters Score -4799781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4799785.000000 Penalty: 1022.915283
	Iteration 33Q: 3 clusters Score -4799785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4799787.000000 Penalty: 1022.915283
	Iteration 34Q: 3 clusters Score -4799787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4799782.500000 Penalty: 1022.915283
	Iteration 35Q: 3 clusters Score -4799782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4799782.500000 Penalty: 1022.915283
	Iteration 36F: 3 clusters Score -4799782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -94591.906250 Penalty: 331.925049
	Iteration 0F: 2 clusters Score -94591.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -93468.070312 Penalty: 663.850098
	Iteration 0F: 3 clusters Score -93468.07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -93782.234375 Penalty: 663.850098
	Iteration 1F: 3 clusters Score -93782.23 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93859.765625 Penalty: 663.850098
	Iteration 2F: 3 clusters Score -93859.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93950.617188 Penalty: 663.850098
	Iteration 3F: 3 clusters Score -93950.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94024.406250 Penalty: 663.850098
	Iteration 4F: 3 clusters Score -94024.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -94085.085938 Penalty: 663.850098
	Iteration 5F: 3 clusters Score -94085.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -94145.539062 Penalty: 663.850098
	Iteration 6Q: 3 clusters Score -94145.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -94209.093750 Penalty: 663.850098
	Iteration 7Q: 3 clusters Score -94209.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -94246.218750 Penalty: 663.850098
	Iteration 8Q: 3 clusters Score -94246.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -94270.179688 Penalty: 663.850098
	Iteration 9Q: 3 clusters Score -94270.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -94281.085938 Penalty: 663.850098
	Iteration 10Q: 3 clusters Score -94281.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -94284.914062 Penalty: 663.850098
	Iteration 11Q: 3 clusters Score -94284.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -94287.835938 Penalty: 663.850098
	Iteration 12Q: 3 clusters Score -94287.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -94291.375000 Penalty: 663.850098
	Iteration 13Q: 3 clusters Score -94291.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -94293.976562 Penalty: 663.850098
	Iteration 14Q: 3 clusters Score -94293.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -94295.281250 Penalty: 663.850098
	Iteration 15Q: 3 clusters Score -94295.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -94298.757812 Penalty: 663.850098
	Iteration 16Q: 3 clusters Score -94298.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -94301.625000 Penalty: 663.850098
	Iteration 17Q: 3 clusters Score -94301.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -94304.640625 Penalty: 663.850098
	Iteration 18Q: 3 clusters Score -94304.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -94307.406250 Penalty: 663.850098
	Iteration 19Q: 3 clusters Score -94307.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -94307.406250 Penalty: 663.850098
	Iteration 20F: 3 clusters Score -94307.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Entering Unmasked Estep 
Score: -4741382.500000 Penalty: 513.260498
	Iteration 0F: 2 clusters Score -4741382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4688461.000000 Penalty: 1026.520996
	Iteration 0F: 3 clusters Score -4688461 nChanged 38624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -4713385.000000 Penalty: 1026.520996
	Iteration 1F: 3 clusters Score -4713385 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4716350.500000 Penalty: 1026.520996
	Iteration 2F: 3 clusters Score -4716350 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -4720350.000000 Penalty: 1026.520996
	Iteration 3F: 3 clusters Score -4720350 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -4724400.500000 Penalty: 1026.520996
	Iteration 4F: 3 clusters Score -4724400 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -4727014.000000 Penalty: 1026.520996
	Iteration 5F: 3 clusters Score -4727014 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -4728077.000000 Penalty: 1026.520996
	Iteration 6Q: 3 clusters Score -4728077 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -4728381.000000 Penalty: 1026.520996
	Iteration 7Q: 3 clusters Score -4728381 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -4728515.000000 Penalty: 1026.520996
	Iteration 8Q: 3 clusters Score -4728515 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -4728634.000000 Penalty: 1026.520996
	Iteration 9Q: 3 clusters Score -4728634 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -4728671.000000 Penalty: 1026.520996
	Iteration 10Q: 3 clusters Score -4728671 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -4728722.500000 Penalty: 1026.520996
	Iteration 11Q: 3 clusters Score -4728722 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -4728766.500000 Penalty: 1026.520996
	Iteration 12Q: 3 clusters Score -4728766 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -4728837.500000 Penalty: 1026.520996
	Iteration 13Q: 3 clusters Score -4728838 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -4728947.000000 Penalty: 1026.520996
	Iteration 14Q: 3 clusters Score -4728947 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -4729022.000000 Penalty: 1026.520996
	Iteration 15Q: 3 clusters Score -4729022 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -4729085.000000 Penalty: 1026.520996
	Iteration 16Q: 3 clusters Score -4729085 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -4729190.000000 Penalty: 1026.520996
	Iteration 17Q: 3 clusters Score -4729190 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -4729241.000000 Penalty: 1026.520996
	Iteration 18Q: 3 clusters Score -4729241 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -4729365.500000 Penalty: 1026.520996
	Iteration 19Q: 3 clusters Score -4729366 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -4729491.500000 Penalty: 1026.520996
	Iteration 20F: 3 clusters Score -4729492 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -4729617.500000 Penalty: 1026.520996
	Iteration 21Q: 3 clusters Score -4729618 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -4729762.500000 Penalty: 1026.520996
	Iteration 22Q: 3 clusters Score -4729762 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -4730080.500000 Penalty: 1026.520996
	Iteration 23Q: 3 clusters Score -4730080 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -4730359.000000 Penalty: 1026.520996
	Iteration 24Q: 3 clusters Score -4730359 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -4730734.000000 Penalty: 1026.520996
	Iteration 25Q: 3 clusters Score -4730734 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -4731217.000000 Penalty: 1026.520996
	Iteration 26Q: 3 clusters Score -4731217 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -4731889.500000 Penalty: 1026.520996
	Iteration 27Q: 3 clusters Score -4731890 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -4732754.000000 Penalty: 1026.520996
	Iteration 28Q: 3 clusters Score -4732754 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -4733586.500000 Penalty: 1026.520996
	Iteration 29Q: 3 clusters Score -4733586 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -4734530.500000 Penalty: 1026.520996
	Iteration 30Q: 3 clusters Score -4734530 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -4735315.000000 Penalty: 1026.520996
	Iteration 31Q: 3 clusters Score -4735315 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -4735947.500000 Penalty: 1026.520996
	Iteration 32Q: 3 clusters Score -4735948 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -4736472.000000 Penalty: 1026.520996
	Iteration 33Q: 3 clusters Score -4736472 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -4736865.000000 Penalty: 1026.520996
	Iteration 34Q: 3 clusters Score -4736865 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -4737139.000000 Penalty: 1026.520996
	Iteration 35Q: 3 clusters Score -4737139 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -4737356.000000 Penalty: 1026.520996
	Iteration 36Q: 3 clusters Score -4737356 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -4737535.000000 Penalty: 1026.520996
	Iteration 37Q: 3 clusters Score -4737535 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -4737665.000000 Penalty: 1026.520996
	Iteration 38Q: 3 clusters Score -4737665 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -4737806.500000 Penalty: 1026.520996
	Iteration 39Q: 3 clusters Score -4737806 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -4738007.000000 Penalty: 1026.520996
	Iteration 40F: 3 clusters Score -4738007 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -4738112.000000 Penalty: 1026.520996
	Iteration 41Q: 3 clusters Score -4738112 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -4738282.000000 Penalty: 1026.520996
	Iteration 42Q: 3 clusters Score -4738282 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -4738368.500000 Penalty: 1026.520996
	Iteration 43Q: 3 clusters Score -4738368 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -4738476.000000 Penalty: 1026.520996
	Iteration 44Q: 3 clusters Score -4738476 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -4738583.000000 Penalty: 1026.520996
	Iteration 45Q: 3 clusters Score -4738583 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -4738704.500000 Penalty: 1026.520996
	Iteration 46Q: 3 clusters Score -4738704 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -4738777.500000 Penalty: 1026.520996
	Iteration 47Q: 3 clusters Score -4738778 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -4738860.000000 Penalty: 1026.520996
	Iteration 48Q: 3 clusters Score -4738860 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -4738944.500000 Penalty: 1026.520996
	Iteration 49Q: 3 clusters Score -4738944 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -4739007.000000 Penalty: 1026.520996
	Iteration 50Q: 3 clusters Score -4739007 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -4739069.500000 Penalty: 1026.520996
	Iteration 51Q: 3 clusters Score -4739070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -4739129.000000 Penalty: 1026.520996
	Iteration 52Q: 3 clusters Score -4739129 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -4739186.500000 Penalty: 1026.520996
	Iteration 53Q: 3 clusters Score -4739186 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -4739231.500000 Penalty: 1026.520996
	Iteration 54Q: 3 clusters Score -4739232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -4739268.000000 Penalty: 1026.520996
	Iteration 55Q: 3 clusters Score -4739268 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -4739309.000000 Penalty: 1026.520996
	Iteration 56Q: 3 clusters Score -4739309 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -4739379.000000 Penalty: 1026.520996
	Iteration 57Q: 3 clusters Score -4739379 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -4739416.000000 Penalty: 1026.520996
	Iteration 58Q: 3 clusters Score -4739416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -4739452.500000 Penalty: 1026.520996
	Iteration 59Q: 3 clusters Score -4739452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -4739479.500000 Penalty: 1026.520996
	Iteration 60F: 3 clusters Score -4739480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -4739515.500000 Penalty: 1026.520996
	Iteration 61Q: 3 clusters Score -4739516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -4739556.000000 Penalty: 1026.520996
	Iteration 62Q: 3 clusters Score -4739556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -4739605.500000 Penalty: 1026.520996
	Iteration 63Q: 3 clusters Score -4739606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -4739634.500000 Penalty: 1026.520996
	Iteration 64Q: 3 clusters Score -4739634 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -4739665.500000 Penalty: 1026.520996
	Iteration 65Q: 3 clusters Score -4739666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -4739682.000000 Penalty: 1026.520996
	Iteration 66Q: 3 clusters Score -4739682 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -4739700.500000 Penalty: 1026.520996
	Iteration 67Q: 3 clusters Score -4739700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -4739721.000000 Penalty: 1026.520996
	Iteration 68Q: 3 clusters Score -4739721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -4739761.000000 Penalty: 1026.520996
	Iteration 69Q: 3 clusters Score -4739761 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -4739780.500000 Penalty: 1026.520996
	Iteration 70Q: 3 clusters Score -4739780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -4739809.500000 Penalty: 1026.520996
	Iteration 71Q: 3 clusters Score -4739810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -4739835.500000 Penalty: 1026.520996
	Iteration 72Q: 3 clusters Score -4739836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -4739850.000000 Penalty: 1026.520996
	Iteration 73Q: 3 clusters Score -4739850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -4739880.000000 Penalty: 1026.520996
	Iteration 74Q: 3 clusters Score -4739880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -4739891.500000 Penalty: 1026.520996
	Iteration 75Q: 3 clusters Score -4739892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -4739915.000000 Penalty: 1026.520996
	Iteration 76Q: 3 clusters Score -4739915 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -4739944.000000 Penalty: 1026.520996
	Iteration 77Q: 3 clusters Score -4739944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -4739968.500000 Penalty: 1026.520996
	Iteration 78Q: 3 clusters Score -4739968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -4739978.000000 Penalty: 1026.520996
	Iteration 79Q: 3 clusters Score -4739978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -4740000.500000 Penalty: 1026.520996
	Iteration 80F: 3 clusters Score -4740000 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -4740032.000000 Penalty: 1026.520996
	Iteration 81Q: 3 clusters Score -4740032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -4740047.500000 Penalty: 1026.520996
	Iteration 82Q: 3 clusters Score -4740048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -4740069.000000 Penalty: 1026.520996
	Iteration 83Q: 3 clusters Score -4740069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -4740080.000000 Penalty: 1026.520996
	Iteration 84Q: 3 clusters Score -4740080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -4740098.500000 Penalty: 1026.520996
	Iteration 85Q: 3 clusters Score -4740098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -4740122.500000 Penalty: 1026.520996
	Iteration 86Q: 3 clusters Score -4740122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -4740148.000000 Penalty: 1026.520996
	Iteration 87Q: 3 clusters Score -4740148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -4740157.000000 Penalty: 1026.520996
	Iteration 88Q: 3 clusters Score -4740157 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -4740161.000000 Penalty: 1026.520996
	Iteration 89Q: 3 clusters Score -4740161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -4740157.000000 Penalty: 1026.520996
	Iteration 90Q: 3 clusters Score -4740157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -4740169.000000 Penalty: 1026.520996
	Iteration 91Q: 3 clusters Score -4740169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -4740173.500000 Penalty: 1026.520996
	Iteration 92Q: 3 clusters Score -4740174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -4740185.500000 Penalty: 1026.520996
	Iteration 93Q: 3 clusters Score -4740186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -4740191.000000 Penalty: 1026.520996
	Iteration 94Q: 3 clusters Score -4740191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -4740179.500000 Penalty: 1026.520996
	Iteration 95Q: 3 clusters Score -4740180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -4740188.500000 Penalty: 1026.520996
	Iteration 96Q: 3 clusters Score -4740188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -4740177.000000 Penalty: 1026.520996
	Iteration 97Q: 3 clusters Score -4740177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -4740194.500000 Penalty: 1026.520996
	Iteration 98Q: 3 clusters Score -4740194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -4740205.000000 Penalty: 1026.520996
	Iteration 99Q: 3 clusters Score -4740205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -4740214.000000 Penalty: 1026.520996
	Iteration 100F: 3 clusters Score -4740214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -4740219.000000 Penalty: 1026.520996
	Iteration 101Q: 3 clusters Score -4740219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -4740214.000000 Penalty: 1026.520996
	Iteration 102Q: 3 clusters Score -4740214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -4740226.000000 Penalty: 1026.520996
	Iteration 103Q: 3 clusters Score -4740226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -4740224.000000 Penalty: 1026.520996
	Iteration 104Q: 3 clusters Score -4740224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -4740227.000000 Penalty: 1026.520996
	Iteration 105Q: 3 clusters Score -4740227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -4740223.500000 Penalty: 1026.520996
	Iteration 106Q: 3 clusters Score -4740224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -4740217.500000 Penalty: 1026.520996
	Iteration 107Q: 3 clusters Score -4740218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -4740230.500000 Penalty: 1026.520996
	Iteration 108Q: 3 clusters Score -4740230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -4740238.500000 Penalty: 1026.520996
	Iteration 109Q: 3 clusters Score -4740238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -4740245.000000 Penalty: 1026.520996
	Iteration 110Q: 3 clusters Score -4740245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -4740240.000000 Penalty: 1026.520996
	Iteration 111Q: 3 clusters Score -4740240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -4740251.000000 Penalty: 1026.520996
	Iteration 112Q: 3 clusters Score -4740251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -4740260.500000 Penalty: 1026.520996
	Iteration 113Q: 3 clusters Score -4740260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -4740264.500000 Penalty: 1026.520996
	Iteration 114Q: 3 clusters Score -4740264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -4740276.000000 Penalty: 1026.520996
	Iteration 115Q: 3 clusters Score -4740276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -4740274.500000 Penalty: 1026.520996
	Iteration 116Q: 3 clusters Score -4740274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -4740270.500000 Penalty: 1026.520996
	Iteration 117Q: 3 clusters Score -4740270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -4740272.000000 Penalty: 1026.520996
	Iteration 118Q: 3 clusters Score -4740272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -4740275.000000 Penalty: 1026.520996
	Iteration 119Q: 3 clusters Score -4740275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -4740267.500000 Penalty: 1026.520996
	Iteration 120F: 3 clusters Score -4740268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -4740269.500000 Penalty: 1026.520996
	Iteration 121Q: 3 clusters Score -4740270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -4740269.500000 Penalty: 1026.520996
	Iteration 122F: 3 clusters Score -4740270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Entering Unmasked Estep 
Score: -1999379.500000 Penalty: 470.031189
	Iteration 0F: 2 clusters Score -1999380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1979012.000000 Penalty: 940.062378
	Iteration 0F: 3 clusters Score -1979012 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1987562.125000 Penalty: 940.062378
	Iteration 1F: 3 clusters Score -1987562 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1987876.000000 Penalty: 940.062378
	Iteration 2Q: 3 clusters Score -1987876 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1988318.250000 Penalty: 940.062378
	Iteration 3Q: 3 clusters Score -1988318 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1989074.125000 Penalty: 940.062378
	Iteration 4Q: 3 clusters Score -1989074 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1990303.625000 Penalty: 940.062378
	Iteration 5F: 3 clusters Score -1990304 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1992284.375000 Penalty: 940.062378
	Iteration 6F: 3 clusters Score -1992284 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1994596.125000 Penalty: 940.062378
	Iteration 7F: 3 clusters Score -1994596 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1996418.500000 Penalty: 940.062378
	Iteration 8F: 3 clusters Score -1996418 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1997574.000000 Penalty: 940.062378
	Iteration 9Q: 3 clusters Score -1997574 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1998208.625000 Penalty: 940.062378
	Iteration 10Q: 3 clusters Score -1998209 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1998614.500000 Penalty: 940.062378
	Iteration 11Q: 3 clusters Score -1998614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1998830.625000 Penalty: 940.062378
	Iteration 12Q: 3 clusters Score -1998831 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1998925.125000 Penalty: 940.062378
	Iteration 13Q: 3 clusters Score -1998925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1998982.250000 Penalty: 940.062378
	Iteration 14Q: 3 clusters Score -1998982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1999015.625000 Penalty: 940.062378
	Iteration 15Q: 3 clusters Score -1999016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1999029.875000 Penalty: 940.062378
	Iteration 16Q: 3 clusters Score -1999030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1999045.625000 Penalty: 940.062378
	Iteration 17Q: 3 clusters Score -1999046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1999053.250000 Penalty: 940.062378
	Iteration 18Q: 3 clusters Score -1999053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1999060.500000 Penalty: 940.062378
	Iteration 19Q: 3 clusters Score -1999060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1999078.375000 Penalty: 940.062378
	Iteration 20F: 3 clusters Score -1999078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1999089.750000 Penalty: 940.062378
	Iteration 21Q: 3 clusters Score -1999090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1999101.500000 Penalty: 940.062378
	Iteration 22Q: 3 clusters Score -1999102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1999112.875000 Penalty: 940.062378
	Iteration 23Q: 3 clusters Score -1999113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1999124.875000 Penalty: 940.062378
	Iteration 24Q: 3 clusters Score -1999125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1999129.250000 Penalty: 940.062378
	Iteration 25Q: 3 clusters Score -1999129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1999131.625000 Penalty: 940.062378
	Iteration 26Q: 3 clusters Score -1999132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1999134.500000 Penalty: 940.062378
	Iteration 27Q: 3 clusters Score -1999134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1999137.625000 Penalty: 940.062378
	Iteration 28Q: 3 clusters Score -1999138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1999138.750000 Penalty: 940.062378
	Iteration 29Q: 3 clusters Score -1999139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1999139.000000 Penalty: 940.062378
	Iteration 30Q: 3 clusters Score -1999139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1999139.000000 Penalty: 940.062378
	Iteration 31F: 3 clusters Score -1999139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -48234.578125 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -48234.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47483.750000 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -47483.75 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47796.808594 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -47796.81 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47891.398438 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -47891.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -47930.046875 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -47930.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47961.265625 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -47961.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47979.875000 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -47979.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48010.562500 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -48010.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48029.214844 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -48029.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48040.054688 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -48040.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48045.941406 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -48045.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48048.285156 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -48048.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48049.800781 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -48049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -48050.453125 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -48050.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48050.949219 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -48050.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48051.164062 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -48051.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48051.304688 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -48051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48051.394531 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -48051.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48051.394531 Penalty: 623.361511
	Iteration 17F: 3 clusters Score -48051.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -96186.070312 Penalty: 333.114075
	Iteration 0F: 2 clusters Score -96186.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -95033.695312 Penalty: 666.228149
	Iteration 0F: 3 clusters Score -95033.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95390.507812 Penalty: 666.228149
	Iteration 1F: 3 clusters Score -95390.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -95453.710938 Penalty: 666.228149
	Iteration 2F: 3 clusters Score -95453.71 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95483.539062 Penalty: 666.228149
	Iteration 3F: 3 clusters Score -95483.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -95509.125000 Penalty: 666.228149
	Iteration 4Q: 3 clusters Score -95509.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -95534.976562 Penalty: 666.228149
	Iteration 5Q: 3 clusters Score -95534.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95552.656250 Penalty: 666.228149
	Iteration 6Q: 3 clusters Score -95552.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -95569.312500 Penalty: 666.228149
	Iteration 7Q: 3 clusters Score -95569.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95585.695312 Penalty: 666.228149
	Iteration 8Q: 3 clusters Score -95585.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95595.820312 Penalty: 666.228149
	Iteration 9Q: 3 clusters Score -95595.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95611.687500 Penalty: 666.228149
	Iteration 10Q: 3 clusters Score -95611.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95628.070312 Penalty: 666.228149
	Iteration 11Q: 3 clusters Score -95628.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95645.578125 Penalty: 666.228149
	Iteration 12Q: 3 clusters Score -95645.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95669.750000 Penalty: 666.228149
	Iteration 13Q: 3 clusters Score -95669.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95695.460938 Penalty: 666.228149
	Iteration 14Q: 3 clusters Score -95695.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95719.476562 Penalty: 666.228149
	Iteration 15Q: 3 clusters Score -95719.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95745.648438 Penalty: 666.228149
	Iteration 16Q: 3 clusters Score -95745.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95766.195312 Penalty: 666.228149
	Iteration 17Q: 3 clusters Score -95766.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -95786.976562 Penalty: 666.228149
	Iteration 18Q: 3 clusters Score -95786.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -95800.953125 Penalty: 666.228149
	Iteration 19Q: 3 clusters Score -95800.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -95813.289062 Penalty: 666.228149
	Iteration 20F: 3 clusters Score -95813.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -95826.960938 Penalty: 666.228149
	Iteration 21Q: 3 clusters Score -95826.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -95836.492188 Penalty: 666.228149
	Iteration 22Q: 3 clusters Score -95836.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -95844.085938 Penalty: 666.228149
	Iteration 23Q: 3 clusters Score -95844.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -95850.585938 Penalty: 666.228149
	Iteration 24Q: 3 clusters Score -95850.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -95859.945312 Penalty: 666.228149
	Iteration 25Q: 3 clusters Score -95859.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -95866.109375 Penalty: 666.228149
	Iteration 26Q: 3 clusters Score -95866.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -95872.218750 Penalty: 666.228149
	Iteration 27Q: 3 clusters Score -95872.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -95873.375000 Penalty: 666.228149
	Iteration 28Q: 3 clusters Score -95873.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -95875.148438 Penalty: 666.228149
	Iteration 29Q: 3 clusters Score -95875.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -95878.531250 Penalty: 666.228149
	Iteration 30Q: 3 clusters Score -95878.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -95880.109375 Penalty: 666.228149
	Iteration 31Q: 3 clusters Score -95880.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -95880.250000 Penalty: 666.228149
	Iteration 32Q: 3 clusters Score -95880.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -95880.250000 Penalty: 666.228149
	Iteration 33F: 3 clusters Score -95880.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -64607.929688 Penalty: 323.051239
	Iteration 0F: 2 clusters Score -64607.93 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 598 members 
Entering Unmasked Estep 
Score: -63679.734375 Penalty: 646.102478
	Iteration 0F: 3 clusters Score -63679.73 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -64033.484375 Penalty: 646.102478
	Iteration 1F: 3 clusters Score -64033.48 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -64137.714844 Penalty: 646.102478
	Iteration 2F: 3 clusters Score -64137.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -64189.910156 Penalty: 646.102478
	Iteration 3F: 3 clusters Score -64189.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64221.289062 Penalty: 646.102478
	Iteration 4Q: 3 clusters Score -64221.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64237.660156 Penalty: 646.102478
	Iteration 5Q: 3 clusters Score -64237.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -64252.656250 Penalty: 646.102478
	Iteration 6Q: 3 clusters Score -64252.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64267.312500 Penalty: 646.102478
	Iteration 7Q: 3 clusters Score -64267.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -64275.753906 Penalty: 646.102478
	Iteration 8Q: 3 clusters Score -64275.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -64287.007812 Penalty: 646.102478
	Iteration 9Q: 3 clusters Score -64287.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -64297.414062 Penalty: 646.102478
	Iteration 10Q: 3 clusters Score -64297.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -64306.238281 Penalty: 646.102478
	Iteration 11Q: 3 clusters Score -64306.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -64312.941406 Penalty: 646.102478
	Iteration 12Q: 3 clusters Score -64312.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64325.203125 Penalty: 646.102478
	Iteration 13Q: 3 clusters Score -64325.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64335.144531 Penalty: 646.102478
	Iteration 14Q: 3 clusters Score -64335.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -64343.003906 Penalty: 646.102478
	Iteration 15Q: 3 clusters Score -64343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -64346.960938 Penalty: 646.102478
	Iteration 16Q: 3 clusters Score -64346.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -64350.343750 Penalty: 646.102478
	Iteration 17Q: 3 clusters Score -64350.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64355.726562 Penalty: 646.102478
	Iteration 18Q: 3 clusters Score -64355.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64361.406250 Penalty: 646.102478
	Iteration 19Q: 3 clusters Score -64361.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64365.070312 Penalty: 646.102478
	Iteration 20F: 3 clusters Score -64365.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64367.289062 Penalty: 646.102478
	Iteration 21Q: 3 clusters Score -64367.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -64368.164062 Penalty: 646.102478
	Iteration 22Q: 3 clusters Score -64368.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -64369.917969 Penalty: 646.102478
	Iteration 23Q: 3 clusters Score -64369.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -64370.382812 Penalty: 646.102478
	Iteration 24Q: 3 clusters Score -64370.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64370.617188 Penalty: 646.102478
	Iteration 25Q: 3 clusters Score -64370.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64370.617188 Penalty: 646.102478
	Iteration 26F: 3 clusters Score -64370.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -211420.812500 Penalty: 369.581421
	Iteration 0F: 2 clusters Score -211420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -209039.968750 Penalty: 739.162842
	Iteration 0F: 3 clusters Score -209040 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -209908.140625 Penalty: 739.162842
	Iteration 1F: 3 clusters Score -209908.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -210033.437500 Penalty: 739.162842
	Iteration 2F: 3 clusters Score -210033.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -210152.546875 Penalty: 739.162842
	Iteration 3F: 3 clusters Score -210152.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210284.515625 Penalty: 739.162842
	Iteration 4F: 3 clusters Score -210284.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210446.390625 Penalty: 739.162842
	Iteration 5F: 3 clusters Score -210446.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -210621.640625 Penalty: 739.162842
	Iteration 6F: 3 clusters Score -210621.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -210786.984375 Penalty: 739.162842
	Iteration 7F: 3 clusters Score -210787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -210907.453125 Penalty: 739.162842
	Iteration 8Q: 3 clusters Score -210907.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -211009.968750 Penalty: 739.162842
	Iteration 9Q: 3 clusters Score -211010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -211065.859375 Penalty: 739.162842
	Iteration 10Q: 3 clusters Score -211065.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -211084.500000 Penalty: 739.162842
	Iteration 11Q: 3 clusters Score -211084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -211091.093750 Penalty: 739.162842
	Iteration 12Q: 3 clusters Score -211091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -211091.906250 Penalty: 739.162842
	Iteration 13Q: 3 clusters Score -211091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -211093.390625 Penalty: 739.162842
	Iteration 14Q: 3 clusters Score -211093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -211096.062500 Penalty: 739.162842
	Iteration 15Q: 3 clusters Score -211096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -211103.546875 Penalty: 739.162842
	Iteration 16Q: 3 clusters Score -211103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -211105.000000 Penalty: 739.162842
	Iteration 17Q: 3 clusters Score -211105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -211105.703125 Penalty: 739.162842
	Iteration 18Q: 3 clusters Score -211105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -211107.250000 Penalty: 739.162842
	Iteration 19Q: 3 clusters Score -211107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -211107.484375 Penalty: 739.162842
	Iteration 20F: 3 clusters Score -211107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -4958.536133 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -4958.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4807.383789 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -4807.384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4881.937500 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -4881.938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4915.988281 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -4915.988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4919.138672 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -4919.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4919.138672 Penalty: 434.132324
	Iteration 4F: 3 clusters Score -4919.139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -32812.628906 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -32812.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32304.869141 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -32304.87 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32435.392578 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -32435.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32478.992188 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -32478.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -32505.914062 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -32505.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32533.439453 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -32533.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -32561.583984 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -32561.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -32571.818359 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -32571.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -32583.882812 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -32583.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32585.742188 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -32585.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32585.742188 Penalty: 572.364136
	Iteration 9F: 3 clusters Score -32585.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Entering Unmasked Estep 
Score: -1213638.875000 Penalty: 446.365051
	Iteration 0F: 2 clusters Score -1213639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1201520.000000 Penalty: 892.730103
	Iteration 0F: 3 clusters Score -1201520 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1206490.875000 Penalty: 892.730103
	Iteration 1F: 3 clusters Score -1206491 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1206710.125000 Penalty: 892.730103
	Iteration 2Q: 3 clusters Score -1206710 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1207016.500000 Penalty: 892.730103
	Iteration 3Q: 3 clusters Score -1207016 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1207495.000000 Penalty: 892.730103
	Iteration 4Q: 3 clusters Score -1207495 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1208351.500000 Penalty: 892.730103
	Iteration 5F: 3 clusters Score -1208352 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1209502.625000 Penalty: 892.730103
	Iteration 6F: 3 clusters Score -1209503 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1210775.000000 Penalty: 892.730103
	Iteration 7F: 3 clusters Score -1210775 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1211833.000000 Penalty: 892.730103
	Iteration 8F: 3 clusters Score -1211833 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1212547.875000 Penalty: 892.730103
	Iteration 9Q: 3 clusters Score -1212548 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1212953.250000 Penalty: 892.730103
	Iteration 10Q: 3 clusters Score -1212953 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1213106.000000 Penalty: 892.730103
	Iteration 11Q: 3 clusters Score -1213106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1213175.875000 Penalty: 892.730103
	Iteration 12Q: 3 clusters Score -1213176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1213207.625000 Penalty: 892.730103
	Iteration 13Q: 3 clusters Score -1213208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1213235.125000 Penalty: 892.730103
	Iteration 14Q: 3 clusters Score -1213235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1213250.250000 Penalty: 892.730103
	Iteration 15Q: 3 clusters Score -1213250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1213252.000000 Penalty: 892.730103
	Iteration 16Q: 3 clusters Score -1213252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1213255.000000 Penalty: 892.730103
	Iteration 17Q: 3 clusters Score -1213255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1213257.375000 Penalty: 892.730103
	Iteration 18Q: 3 clusters Score -1213257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1213257.625000 Penalty: 892.730103
	Iteration 19Q: 3 clusters Score -1213258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1213257.625000 Penalty: 892.730103
	Iteration 20F: 3 clusters Score -1213258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Entering Unmasked Estep 
Score: -3197021.750000 Penalty: 491.472504
	Iteration 0F: 2 clusters Score -3197022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3164754.000000 Penalty: 982.945007
	Iteration 0F: 3 clusters Score -3164754 nChanged 23749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3179512.500000 Penalty: 982.945007
	Iteration 1F: 3 clusters Score -3179512 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3180795.500000 Penalty: 982.945007
	Iteration 2F: 3 clusters Score -3180796 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3182693.500000 Penalty: 982.945007
	Iteration 3F: 3 clusters Score -3182694 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -3185206.500000 Penalty: 982.945007
	Iteration 4F: 3 clusters Score -3185206 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -3188171.500000 Penalty: 982.945007
	Iteration 5F: 3 clusters Score -3188172 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -3191738.500000 Penalty: 982.945007
	Iteration 6F: 3 clusters Score -3191738 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -3194183.000000 Penalty: 982.945007
	Iteration 7F: 3 clusters Score -3194183 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -3195553.500000 Penalty: 982.945007
	Iteration 8Q: 3 clusters Score -3195554 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -3196152.000000 Penalty: 982.945007
	Iteration 9Q: 3 clusters Score -3196152 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -3196445.000000 Penalty: 982.945007
	Iteration 10Q: 3 clusters Score -3196445 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -3196551.500000 Penalty: 982.945007
	Iteration 11Q: 3 clusters Score -3196552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -3196602.750000 Penalty: 982.945007
	Iteration 12Q: 3 clusters Score -3196603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -3196620.000000 Penalty: 982.945007
	Iteration 13Q: 3 clusters Score -3196620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -3196637.250000 Penalty: 982.945007
	Iteration 14Q: 3 clusters Score -3196637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -3196644.000000 Penalty: 982.945007
	Iteration 15Q: 3 clusters Score -3196644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -3196649.250000 Penalty: 982.945007
	Iteration 16Q: 3 clusters Score -3196649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -3196660.000000 Penalty: 982.945007
	Iteration 17Q: 3 clusters Score -3196660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -3196665.000000 Penalty: 982.945007
	Iteration 18Q: 3 clusters Score -3196665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -3196664.750000 Penalty: 982.945007
	Iteration 19Q: 3 clusters Score -3196665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -3196664.750000 Penalty: 982.945007
	Iteration 20F: 3 clusters Score -3196665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -3196667.250000 Penalty: 982.945007
	Iteration 21Q: 3 clusters Score -3196667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -3196667.250000 Penalty: 982.945007
	Iteration 22F: 3 clusters Score -3196667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Entering Unmasked Estep 
Score: -1390030.375000 Penalty: 455.073334
	Iteration 0F: 2 clusters Score -1390030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1375291.750000 Penalty: 910.146667
	Iteration 0F: 3 clusters Score -1375292 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1381387.500000 Penalty: 910.146667
	Iteration 1F: 3 clusters Score -1381388 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1381758.125000 Penalty: 910.146667
	Iteration 2Q: 3 clusters Score -1381758 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1382289.375000 Penalty: 910.146667
	Iteration 3F: 3 clusters Score -1382289 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1383186.750000 Penalty: 910.146667
	Iteration 4F: 3 clusters Score -1383187 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1384596.875000 Penalty: 910.146667
	Iteration 5F: 3 clusters Score -1384597 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1386443.125000 Penalty: 910.146667
	Iteration 6F: 3 clusters Score -1386443 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1388128.375000 Penalty: 910.146667
	Iteration 7F: 3 clusters Score -1388128 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1389088.750000 Penalty: 910.146667
	Iteration 8Q: 3 clusters Score -1389089 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -1389421.750000 Penalty: 910.146667
	Iteration 9Q: 3 clusters Score -1389422 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -1389553.625000 Penalty: 910.146667
	Iteration 10Q: 3 clusters Score -1389554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1389628.000000 Penalty: 910.146667
	Iteration 11Q: 3 clusters Score -1389628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1389653.500000 Penalty: 910.146667
	Iteration 12Q: 3 clusters Score -1389654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -1389665.000000 Penalty: 910.146667
	Iteration 13Q: 3 clusters Score -1389665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -1389669.000000 Penalty: 910.146667
	Iteration 14Q: 3 clusters Score -1389669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1389672.125000 Penalty: 910.146667
	Iteration 15Q: 3 clusters Score -1389672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1389674.750000 Penalty: 910.146667
	Iteration 16Q: 3 clusters Score -1389675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1389676.875000 Penalty: 910.146667
	Iteration 17Q: 3 clusters Score -1389677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1389676.875000 Penalty: 910.146667
	Iteration 18F: 3 clusters Score -1389677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1937.606445 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1937.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1789.892700 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1789.893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1819.606812 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1819.607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1827.742554 Penalty: 371.055908
	Iteration 2F: 3 clusters Score -1827.743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1836.430908 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1836.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1839.559448 Penalty: 371.055908
	Iteration 4Q: 3 clusters Score -1839.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1839.559448 Penalty: 371.055908
	Iteration 5F: 3 clusters Score -1839.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -94820.492188 Penalty: 336.616943
	Iteration 0F: 2 clusters Score -94820.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -93608.367188 Penalty: 673.233887
	Iteration 0F: 3 clusters Score -93608.37 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94026.585938 Penalty: 673.233887
	Iteration 1F: 3 clusters Score -94026.59 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -94160.976562 Penalty: 673.233887
	Iteration 2F: 3 clusters Score -94160.98 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -94249.382812 Penalty: 673.233887
	Iteration 3F: 3 clusters Score -94249.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94310.546875 Penalty: 673.233887
	Iteration 4F: 3 clusters Score -94310.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94350.976562 Penalty: 673.233887
	Iteration 5Q: 3 clusters Score -94350.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94377.804688 Penalty: 673.233887
	Iteration 6Q: 3 clusters Score -94377.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94400.429688 Penalty: 673.233887
	Iteration 7Q: 3 clusters Score -94400.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94428.539062 Penalty: 673.233887
	Iteration 8Q: 3 clusters Score -94428.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94451.343750 Penalty: 673.233887
	Iteration 9Q: 3 clusters Score -94451.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94461.117188 Penalty: 673.233887
	Iteration 10Q: 3 clusters Score -94461.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94467.312500 Penalty: 673.233887
	Iteration 11Q: 3 clusters Score -94467.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94471.585938 Penalty: 673.233887
	Iteration 12Q: 3 clusters Score -94471.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94474.546875 Penalty: 673.233887
	Iteration 13Q: 3 clusters Score -94474.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94475.453125 Penalty: 673.233887
	Iteration 14Q: 3 clusters Score -94475.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94476.523438 Penalty: 673.233887
	Iteration 15Q: 3 clusters Score -94476.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94477.468750 Penalty: 673.233887
	Iteration 16Q: 3 clusters Score -94477.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -94478.429688 Penalty: 673.233887
	Iteration 17Q: 3 clusters Score -94478.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94478.882812 Penalty: 673.233887
	Iteration 18Q: 3 clusters Score -94478.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94479.921875 Penalty: 673.233887
	Iteration 19Q: 3 clusters Score -94479.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94480.609375 Penalty: 673.233887
	Iteration 20F: 3 clusters Score -94480.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94481.476562 Penalty: 673.233887
	Iteration 21Q: 3 clusters Score -94481.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94485.539062 Penalty: 673.233887
	Iteration 22Q: 3 clusters Score -94485.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94490.039062 Penalty: 673.233887
	Iteration 23Q: 3 clusters Score -94490.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94492.570312 Penalty: 673.233887
	Iteration 24Q: 3 clusters Score -94492.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94495.523438 Penalty: 673.233887
	Iteration 25Q: 3 clusters Score -94495.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94497.875000 Penalty: 673.233887
	Iteration 26Q: 3 clusters Score -94497.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94499.203125 Penalty: 673.233887
	Iteration 27Q: 3 clusters Score -94499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94500.382812 Penalty: 673.233887
	Iteration 28Q: 3 clusters Score -94500.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94503.328125 Penalty: 673.233887
	Iteration 29Q: 3 clusters Score -94503.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94505.664062 Penalty: 673.233887
	Iteration 30Q: 3 clusters Score -94505.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94509.406250 Penalty: 673.233887
	Iteration 31Q: 3 clusters Score -94509.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94515.109375 Penalty: 673.233887
	Iteration 32Q: 3 clusters Score -94515.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -94517.726562 Penalty: 673.233887
	Iteration 33Q: 3 clusters Score -94517.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94521.335938 Penalty: 673.233887
	Iteration 34Q: 3 clusters Score -94521.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94527.125000 Penalty: 673.233887
	Iteration 35Q: 3 clusters Score -94527.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94534.312500 Penalty: 673.233887
	Iteration 36Q: 3 clusters Score -94534.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94541.484375 Penalty: 673.233887
	Iteration 37Q: 3 clusters Score -94541.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94545.789062 Penalty: 673.233887
	Iteration 38Q: 3 clusters Score -94545.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94550.968750 Penalty: 673.233887
	Iteration 39Q: 3 clusters Score -94550.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94553.640625 Penalty: 673.233887
	Iteration 40F: 3 clusters Score -94553.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94555.218750 Penalty: 673.233887
	Iteration 41Q: 3 clusters Score -94555.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94555.820312 Penalty: 673.233887
	Iteration 42Q: 3 clusters Score -94555.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94556.640625 Penalty: 673.233887
	Iteration 43Q: 3 clusters Score -94556.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94557.421875 Penalty: 673.233887
	Iteration 44Q: 3 clusters Score -94557.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94557.906250 Penalty: 673.233887
	Iteration 45Q: 3 clusters Score -94557.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94558.242188 Penalty: 673.233887
	Iteration 46Q: 3 clusters Score -94558.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94558.585938 Penalty: 673.233887
	Iteration 47Q: 3 clusters Score -94558.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94559.171875 Penalty: 673.233887
	Iteration 48Q: 3 clusters Score -94559.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94560.078125 Penalty: 673.233887
	Iteration 49Q: 3 clusters Score -94560.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94560.757812 Penalty: 673.233887
	Iteration 50Q: 3 clusters Score -94560.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94561.039062 Penalty: 673.233887
	Iteration 51Q: 3 clusters Score -94561.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94561.234375 Penalty: 673.233887
	Iteration 52Q: 3 clusters Score -94561.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94561.406250 Penalty: 673.233887
	Iteration 53Q: 3 clusters Score -94561.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94561.375000 Penalty: 673.233887
	Iteration 54Q: 3 clusters Score -94561.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94561.375000 Penalty: 673.233887
	Iteration 55F: 3 clusters Score -94561.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -190307.281250 Penalty: 361.490509
	Iteration 0F: 2 clusters Score -190307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -188358.984375 Penalty: 722.981018
	Iteration 0F: 3 clusters Score -188359 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -188979.875000 Penalty: 722.981018
	Iteration 1F: 3 clusters Score -188979.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -189074.328125 Penalty: 722.981018
	Iteration 2F: 3 clusters Score -189074.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -189141.875000 Penalty: 722.981018
	Iteration 3F: 3 clusters Score -189141.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189208.671875 Penalty: 722.981018
	Iteration 4Q: 3 clusters Score -189208.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189297.078125 Penalty: 722.981018
	Iteration 5Q: 3 clusters Score -189297.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -189429.343750 Penalty: 722.981018
	Iteration 6F: 3 clusters Score -189429.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -189591.500000 Penalty: 722.981018
	Iteration 7F: 3 clusters Score -189591.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -189776.312500 Penalty: 722.981018
	Iteration 8F: 3 clusters Score -189776.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -189872.531250 Penalty: 722.981018
	Iteration 9Q: 3 clusters Score -189872.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -189912.671875 Penalty: 722.981018
	Iteration 10Q: 3 clusters Score -189912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -189931.390625 Penalty: 722.981018
	Iteration 11Q: 3 clusters Score -189931.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -189945.750000 Penalty: 722.981018
	Iteration 12Q: 3 clusters Score -189945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -189953.093750 Penalty: 722.981018
	Iteration 13Q: 3 clusters Score -189953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -189957.265625 Penalty: 722.981018
	Iteration 14Q: 3 clusters Score -189957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -189960.796875 Penalty: 722.981018
	Iteration 15Q: 3 clusters Score -189960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -189963.984375 Penalty: 722.981018
	Iteration 16Q: 3 clusters Score -189964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -189968.453125 Penalty: 722.981018
	Iteration 17Q: 3 clusters Score -189968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -189971.593750 Penalty: 722.981018
	Iteration 18Q: 3 clusters Score -189971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -189971.593750 Penalty: 722.981018
	Iteration 19F: 3 clusters Score -189971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Entering Unmasked Estep 
Score: -1336435.375000 Penalty: 451.607727
	Iteration 0F: 2 clusters Score -1336435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1322808.000000 Penalty: 903.215454
	Iteration 0F: 3 clusters Score -1322808 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1328836.125000 Penalty: 903.215454
	Iteration 1F: 3 clusters Score -1328836 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1329548.125000 Penalty: 903.215454
	Iteration 2F: 3 clusters Score -1329548 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1330713.375000 Penalty: 903.215454
	Iteration 3F: 3 clusters Score -1330713 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1332539.500000 Penalty: 903.215454
	Iteration 4F: 3 clusters Score -1332540 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1334362.375000 Penalty: 903.215454
	Iteration 5F: 3 clusters Score -1334362 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1335383.750000 Penalty: 903.215454
	Iteration 6F: 3 clusters Score -1335384 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1335800.875000 Penalty: 903.215454
	Iteration 7Q: 3 clusters Score -1335801 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1335947.250000 Penalty: 903.215454
	Iteration 8Q: 3 clusters Score -1335947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1336027.125000 Penalty: 903.215454
	Iteration 9Q: 3 clusters Score -1336027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1336050.500000 Penalty: 903.215454
	Iteration 10Q: 3 clusters Score -1336050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1336067.125000 Penalty: 903.215454
	Iteration 11Q: 3 clusters Score -1336067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1336087.875000 Penalty: 903.215454
	Iteration 12Q: 3 clusters Score -1336088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1336094.500000 Penalty: 903.215454
	Iteration 13Q: 3 clusters Score -1336094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1336100.500000 Penalty: 903.215454
	Iteration 14Q: 3 clusters Score -1336100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1336103.625000 Penalty: 903.215454
	Iteration 15Q: 3 clusters Score -1336104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1336105.375000 Penalty: 903.215454
	Iteration 16Q: 3 clusters Score -1336105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1336108.000000 Penalty: 903.215454
	Iteration 17Q: 3 clusters Score -1336108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1336109.000000 Penalty: 903.215454
	Iteration 18Q: 3 clusters Score -1336109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1336113.000000 Penalty: 903.215454
	Iteration 19Q: 3 clusters Score -1336113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1336115.500000 Penalty: 903.215454
	Iteration 20F: 3 clusters Score -1336116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1336123.000000 Penalty: 903.215454
	Iteration 21Q: 3 clusters Score -1336123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1336126.500000 Penalty: 903.215454
	Iteration 22Q: 3 clusters Score -1336126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1336127.875000 Penalty: 903.215454
	Iteration 23Q: 3 clusters Score -1336128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1336128.375000 Penalty: 903.215454
	Iteration 24Q: 3 clusters Score -1336128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1336129.750000 Penalty: 903.215454
	Iteration 25Q: 3 clusters Score -1336130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1336133.250000 Penalty: 903.215454
	Iteration 26Q: 3 clusters Score -1336133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1336135.750000 Penalty: 903.215454
	Iteration 27Q: 3 clusters Score -1336136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1336136.500000 Penalty: 903.215454
	Iteration 28Q: 3 clusters Score -1336136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1336136.500000 Penalty: 903.215454
	Iteration 29F: 3 clusters Score -1336136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -20593.787109 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -20593.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20171.855469 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -20171.86 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20270.023438 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -20270.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20301.609375 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -20301.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20311.339844 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -20311.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20317.343750 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -20317.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20322.673828 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -20322.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20328.435547 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -20328.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20333.818359 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -20333.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20335.060547 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -20335.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20336.777344 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -20336.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20337.285156 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -20337.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20337.285156 Penalty: 537.139648
	Iteration 11F: 3 clusters Score -20337.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (78931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Entering Unmasked Estep 
Score: -4968892.000000 Penalty: 513.072998
	Iteration 0F: 2 clusters Score -4968892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4916097.000000 Penalty: 1026.145996
	Iteration 0F: 3 clusters Score -4916097 nChanged 38281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4939473.000000 Penalty: 1026.145996
	Iteration 1F: 3 clusters Score -4939473 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -4940685.000000 Penalty: 1026.145996
	Iteration 2Q: 3 clusters Score -4940685 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4942636.000000 Penalty: 1026.145996
	Iteration 3F: 3 clusters Score -4942636 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4945797.000000 Penalty: 1026.145996
	Iteration 4F: 3 clusters Score -4945797 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4951189.000000 Penalty: 1026.145996
	Iteration 5F: 3 clusters Score -4951189 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4958264.000000 Penalty: 1026.145996
	Iteration 6F: 3 clusters Score -4958264 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4962683.500000 Penalty: 1026.145996
	Iteration 7F: 3 clusters Score -4962684 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4963944.000000 Penalty: 1026.145996
	Iteration 8Q: 3 clusters Score -4963944 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4964428.000000 Penalty: 1026.145996
	Iteration 9Q: 3 clusters Score -4964428 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4964737.000000 Penalty: 1026.145996
	Iteration 10Q: 3 clusters Score -4964737 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4964928.000000 Penalty: 1026.145996
	Iteration 11Q: 3 clusters Score -4964928 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4965056.500000 Penalty: 1026.145996
	Iteration 12Q: 3 clusters Score -4965056 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4965202.500000 Penalty: 1026.145996
	Iteration 13Q: 3 clusters Score -4965202 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4965321.500000 Penalty: 1026.145996
	Iteration 14Q: 3 clusters Score -4965322 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4965437.500000 Penalty: 1026.145996
	Iteration 15Q: 3 clusters Score -4965438 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4965544.500000 Penalty: 1026.145996
	Iteration 16Q: 3 clusters Score -4965544 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4965661.000000 Penalty: 1026.145996
	Iteration 17Q: 3 clusters Score -4965661 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4965763.000000 Penalty: 1026.145996
	Iteration 18Q: 3 clusters Score -4965763 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -4965889.500000 Penalty: 1026.145996
	Iteration 19Q: 3 clusters Score -4965890 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4965947.000000 Penalty: 1026.145996
	Iteration 20F: 3 clusters Score -4965947 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4966031.000000 Penalty: 1026.145996
	Iteration 21Q: 3 clusters Score -4966031 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4966083.000000 Penalty: 1026.145996
	Iteration 22Q: 3 clusters Score -4966083 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4966149.500000 Penalty: 1026.145996
	Iteration 23Q: 3 clusters Score -4966150 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4966204.000000 Penalty: 1026.145996
	Iteration 24Q: 3 clusters Score -4966204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4966272.000000 Penalty: 1026.145996
	Iteration 25Q: 3 clusters Score -4966272 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4966299.000000 Penalty: 1026.145996
	Iteration 26Q: 3 clusters Score -4966299 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4966355.000000 Penalty: 1026.145996
	Iteration 27Q: 3 clusters Score -4966355 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4966390.000000 Penalty: 1026.145996
	Iteration 28Q: 3 clusters Score -4966390 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4966433.500000 Penalty: 1026.145996
	Iteration 29Q: 3 clusters Score -4966434 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4966474.500000 Penalty: 1026.145996
	Iteration 30Q: 3 clusters Score -4966474 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4966501.500000 Penalty: 1026.145996
	Iteration 31Q: 3 clusters Score -4966502 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4966508.000000 Penalty: 1026.145996
	Iteration 32Q: 3 clusters Score -4966508 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4966545.500000 Penalty: 1026.145996
	Iteration 33Q: 3 clusters Score -4966546 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4966583.500000 Penalty: 1026.145996
	Iteration 34Q: 3 clusters Score -4966584 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4966607.000000 Penalty: 1026.145996
	Iteration 35Q: 3 clusters Score -4966607 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4966673.000000 Penalty: 1026.145996
	Iteration 36Q: 3 clusters Score -4966673 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4966723.000000 Penalty: 1026.145996
	Iteration 37Q: 3 clusters Score -4966723 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4966736.000000 Penalty: 1026.145996
	Iteration 38Q: 3 clusters Score -4966736 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4966769.500000 Penalty: 1026.145996
	Iteration 39Q: 3 clusters Score -4966770 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4966804.000000 Penalty: 1026.145996
	Iteration 40F: 3 clusters Score -4966804 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4966848.000000 Penalty: 1026.145996
	Iteration 41Q: 3 clusters Score -4966848 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4966925.500000 Penalty: 1026.145996
	Iteration 42Q: 3 clusters Score -4966926 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4966963.500000 Penalty: 1026.145996
	Iteration 43Q: 3 clusters Score -4966964 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4966992.000000 Penalty: 1026.145996
	Iteration 44Q: 3 clusters Score -4966992 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4967041.500000 Penalty: 1026.145996
	Iteration 45Q: 3 clusters Score -4967042 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4967096.500000 Penalty: 1026.145996
	Iteration 46Q: 3 clusters Score -4967096 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4967166.500000 Penalty: 1026.145996
	Iteration 47Q: 3 clusters Score -4967166 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4967194.000000 Penalty: 1026.145996
	Iteration 48Q: 3 clusters Score -4967194 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4967208.500000 Penalty: 1026.145996
	Iteration 49Q: 3 clusters Score -4967208 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4967237.000000 Penalty: 1026.145996
	Iteration 50Q: 3 clusters Score -4967237 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4967279.000000 Penalty: 1026.145996
	Iteration 51Q: 3 clusters Score -4967279 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4967306.000000 Penalty: 1026.145996
	Iteration 52Q: 3 clusters Score -4967306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -4967333.000000 Penalty: 1026.145996
	Iteration 53Q: 3 clusters Score -4967333 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4967368.500000 Penalty: 1026.145996
	Iteration 54Q: 3 clusters Score -4967368 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4967387.500000 Penalty: 1026.145996
	Iteration 55Q: 3 clusters Score -4967388 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4967430.000000 Penalty: 1026.145996
	Iteration 56Q: 3 clusters Score -4967430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4967435.000000 Penalty: 1026.145996
	Iteration 57Q: 3 clusters Score -4967435 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4967450.000000 Penalty: 1026.145996
	Iteration 58Q: 3 clusters Score -4967450 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4967476.000000 Penalty: 1026.145996
	Iteration 59Q: 3 clusters Score -4967476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4967492.000000 Penalty: 1026.145996
	Iteration 60F: 3 clusters Score -4967492 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4967524.000000 Penalty: 1026.145996
	Iteration 61Q: 3 clusters Score -4967524 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4967555.500000 Penalty: 1026.145996
	Iteration 62Q: 3 clusters Score -4967556 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4967586.000000 Penalty: 1026.145996
	Iteration 63Q: 3 clusters Score -4967586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4967631.000000 Penalty: 1026.145996
	Iteration 64Q: 3 clusters Score -4967631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4967668.500000 Penalty: 1026.145996
	Iteration 65Q: 3 clusters Score -4967668 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4967688.500000 Penalty: 1026.145996
	Iteration 66Q: 3 clusters Score -4967688 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4967716.000000 Penalty: 1026.145996
	Iteration 67Q: 3 clusters Score -4967716 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4967737.000000 Penalty: 1026.145996
	Iteration 68Q: 3 clusters Score -4967737 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4967756.500000 Penalty: 1026.145996
	Iteration 69Q: 3 clusters Score -4967756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4967762.500000 Penalty: 1026.145996
	Iteration 70Q: 3 clusters Score -4967762 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4967774.000000 Penalty: 1026.145996
	Iteration 71Q: 3 clusters Score -4967774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4967778.500000 Penalty: 1026.145996
	Iteration 72Q: 3 clusters Score -4967778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4967795.000000 Penalty: 1026.145996
	Iteration 73Q: 3 clusters Score -4967795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4967802.000000 Penalty: 1026.145996
	Iteration 74Q: 3 clusters Score -4967802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4967841.500000 Penalty: 1026.145996
	Iteration 75Q: 3 clusters Score -4967842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4967849.500000 Penalty: 1026.145996
	Iteration 76Q: 3 clusters Score -4967850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4967855.000000 Penalty: 1026.145996
	Iteration 77Q: 3 clusters Score -4967855 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 9568 members 
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Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 9431 members 
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Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 9090 members 
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Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4967946 nChanged 102
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Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 8889 members 
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	Iteration 84Q: 3 clusters Score -4967958 nChanged 110
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Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 8508 members 
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	Iteration 88Q: 3 clusters Score -4967991 nChanged 75
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Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 8115 members 
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Mstep: Class 1 contains 70931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 7753 members 
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Mstep: Class 1 contains 71330 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4968138 nChanged 133
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Mstep: Class 1 contains 72056 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4968153 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6543 members 
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Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4968222 nChanged 98
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Mstep: Class 1 contains 72586 members 
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	Iteration 106Q: 3 clusters Score -4968218 nChanged 85
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Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 6260 members 
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	Iteration 107Q: 3 clusters Score -4968218 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4968212 nChanged 93
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Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4968232 nChanged 75
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Mstep: Class 1 contains 72931 members 
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	Iteration 110Q: 3 clusters Score -4968238 nChanged 68
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Mstep: Class 1 contains 72999 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73072 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73140 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73198 members 
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	Iteration 114Q: 3 clusters Score -4968258 nChanged 64
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4968279 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73328 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4968316 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73390 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4968322 nChanged 68
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Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4968344 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4968349 nChanged 69
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Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4968358 nChanged 64
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Mstep: Class 1 contains 73659 members 
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	Iteration 121Q: 3 clusters Score -4968370 nChanged 62
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Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4968391 nChanged 51
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Mstep: Class 1 contains 73772 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73822 members 
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	Iteration 124Q: 3 clusters Score -4968408 nChanged 49
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Mstep: Class 1 contains 73871 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4968416 nChanged 48
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4968425 nChanged 48
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4968428 nChanged 46
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4968439 nChanged 45
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	Iteration 141Q: 3 clusters Score -4968554 nChanged 84
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Score: -4968581.000000 Penalty: 1026.145996
	Iteration 265Q: 3 clusters Score -4968581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4968581.000000 Penalty: 1026.145996
	Iteration 266Q: 3 clusters Score -4968581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4968577.500000 Penalty: 1026.145996
	Iteration 267Q: 3 clusters Score -4968578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4968587.500000 Penalty: 1026.145996
	Iteration 268Q: 3 clusters Score -4968588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4968586.000000 Penalty: 1026.145996
	Iteration 269Q: 3 clusters Score -4968586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4968586.000000 Penalty: 1026.145996
	Iteration 270Q: 3 clusters Score -4968586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4968586.500000 Penalty: 1026.145996
	Iteration 271Q: 3 clusters Score -4968586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4968593.000000 Penalty: 1026.145996
	Iteration 272Q: 3 clusters Score -4968593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4968596.500000 Penalty: 1026.145996
	Iteration 273Q: 3 clusters Score -4968596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4968593.000000 Penalty: 1026.145996
	Iteration 274Q: 3 clusters Score -4968593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4968590.000000 Penalty: 1026.145996
	Iteration 275Q: 3 clusters Score -4968590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4968593.000000 Penalty: 1026.145996
	Iteration 276Q: 3 clusters Score -4968593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4968592.500000 Penalty: 1026.145996
	Iteration 277Q: 3 clusters Score -4968592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4968598.500000 Penalty: 1026.145996
	Iteration 278Q: 3 clusters Score -4968598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4968599.000000 Penalty: 1026.145996
	Iteration 279Q: 3 clusters Score -4968599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4968598.000000 Penalty: 1026.145996
	Iteration 280F: 3 clusters Score -4968598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4968602.000000 Penalty: 1026.145996
	Iteration 281Q: 3 clusters Score -4968602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4968601.000000 Penalty: 1026.145996
	Iteration 282Q: 3 clusters Score -4968601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4968607.000000 Penalty: 1026.145996
	Iteration 283Q: 3 clusters Score -4968607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4968605.500000 Penalty: 1026.145996
	Iteration 284Q: 3 clusters Score -4968606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4968603.500000 Penalty: 1026.145996
	Iteration 285Q: 3 clusters Score -4968604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4968599.000000 Penalty: 1026.145996
	Iteration 286Q: 3 clusters Score -4968599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4968596.500000 Penalty: 1026.145996
	Iteration 287Q: 3 clusters Score -4968596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4968600.500000 Penalty: 1026.145996
	Iteration 288Q: 3 clusters Score -4968600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4968600.500000 Penalty: 1026.145996
	Iteration 289Q: 3 clusters Score -4968600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4968600.500000 Penalty: 1026.145996
	Iteration 290Q: 3 clusters Score -4968600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4968599.500000 Penalty: 1026.145996
	Iteration 291Q: 3 clusters Score -4968600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4968596.500000 Penalty: 1026.145996
	Iteration 292Q: 3 clusters Score -4968596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4968595.000000 Penalty: 1026.145996
	Iteration 293Q: 3 clusters Score -4968595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4968596.000000 Penalty: 1026.145996
	Iteration 294Q: 3 clusters Score -4968596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4968596.000000 Penalty: 1026.145996
	Iteration 295Q: 3 clusters Score -4968596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4968598.000000 Penalty: 1026.145996
	Iteration 296Q: 3 clusters Score -4968598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4968596.000000 Penalty: 1026.145996
	Iteration 297Q: 3 clusters Score -4968596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4968598.500000 Penalty: 1026.145996
	Iteration 298Q: 3 clusters Score -4968598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4968597.500000 Penalty: 1026.145996
	Iteration 299Q: 3 clusters Score -4968598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4968597.500000 Penalty: 1026.145996
	Iteration 300F: 3 clusters Score -4968598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -213170.203125 Penalty: 368.335876
	Iteration 0F: 2 clusters Score -213170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -210923.421875 Penalty: 736.671753
	Iteration 0F: 3 clusters Score -210923.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -211841.234375 Penalty: 736.671753
	Iteration 1F: 3 clusters Score -211841.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -212037.328125 Penalty: 736.671753
	Iteration 2F: 3 clusters Score -212037.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -212235.812500 Penalty: 736.671753
	Iteration 3F: 3 clusters Score -212235.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -212439.890625 Penalty: 736.671753
	Iteration 4F: 3 clusters Score -212439.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -212622.437500 Penalty: 736.671753
	Iteration 5F: 3 clusters Score -212622.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -212732.343750 Penalty: 736.671753
	Iteration 6Q: 3 clusters Score -212732.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -212784.500000 Penalty: 736.671753
	Iteration 7Q: 3 clusters Score -212784.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -212815.140625 Penalty: 736.671753
	Iteration 8Q: 3 clusters Score -212815.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -212833.453125 Penalty: 736.671753
	Iteration 9Q: 3 clusters Score -212833.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -212846.812500 Penalty: 736.671753
	Iteration 10Q: 3 clusters Score -212846.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -212862.671875 Penalty: 736.671753
	Iteration 11Q: 3 clusters Score -212862.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -212872.640625 Penalty: 736.671753
	Iteration 12Q: 3 clusters Score -212872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -212884.296875 Penalty: 736.671753
	Iteration 13Q: 3 clusters Score -212884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -212893.828125 Penalty: 736.671753
	Iteration 14Q: 3 clusters Score -212893.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -212905.250000 Penalty: 736.671753
	Iteration 15Q: 3 clusters Score -212905.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -212924.812500 Penalty: 736.671753
	Iteration 16Q: 3 clusters Score -212924.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -212953.593750 Penalty: 736.671753
	Iteration 17Q: 3 clusters Score -212953.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -212984.562500 Penalty: 736.671753
	Iteration 18Q: 3 clusters Score -212984.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -213008.937500 Penalty: 736.671753
	Iteration 19Q: 3 clusters Score -213008.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -213038.609375 Penalty: 736.671753
	Iteration 20F: 3 clusters Score -213038.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -213059.250000 Penalty: 736.671753
	Iteration 21Q: 3 clusters Score -213059.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -213072.875000 Penalty: 736.671753
	Iteration 22Q: 3 clusters Score -213072.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -213083.812500 Penalty: 736.671753
	Iteration 23Q: 3 clusters Score -213083.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -213098.187500 Penalty: 736.671753
	Iteration 24Q: 3 clusters Score -213098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -213106.890625 Penalty: 736.671753
	Iteration 25Q: 3 clusters Score -213106.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -213113.687500 Penalty: 736.671753
	Iteration 26Q: 3 clusters Score -213113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -213117.109375 Penalty: 736.671753
	Iteration 27Q: 3 clusters Score -213117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -213120.375000 Penalty: 736.671753
	Iteration 28Q: 3 clusters Score -213120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -213121.562500 Penalty: 736.671753
	Iteration 29Q: 3 clusters Score -213121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -213122.671875 Penalty: 736.671753
	Iteration 30Q: 3 clusters Score -213122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -213123.125000 Penalty: 736.671753
	Iteration 31Q: 3 clusters Score -213123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -213123.546875 Penalty: 736.671753
	Iteration 32Q: 3 clusters Score -213123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -213124.296875 Penalty: 736.671753
	Iteration 33Q: 3 clusters Score -213124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -213124.156250 Penalty: 736.671753
	Iteration 34Q: 3 clusters Score -213124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -213124.156250 Penalty: 736.671753
	Iteration 35F: 3 clusters Score -213124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Entering Unmasked Estep 
Score: -505270.125000 Penalty: 408.643616
	Iteration 0F: 2 clusters Score -505270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -499987.875000 Penalty: 817.287231
	Iteration 0F: 3 clusters Score -499987.9 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -502205.125000 Penalty: 817.287231
	Iteration 1F: 3 clusters Score -502205.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -502521.406250 Penalty: 817.287231
	Iteration 2F: 3 clusters Score -502521.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -502952.250000 Penalty: 817.287231
	Iteration 3F: 3 clusters Score -502952.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -503446.531250 Penalty: 817.287231
	Iteration 4F: 3 clusters Score -503446.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -503830.000000 Penalty: 817.287231
	Iteration 5F: 3 clusters Score -503830 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -504045.375000 Penalty: 817.287231
	Iteration 6Q: 3 clusters Score -504045.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -504167.843750 Penalty: 817.287231
	Iteration 7Q: 3 clusters Score -504167.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -504241.937500 Penalty: 817.287231
	Iteration 8Q: 3 clusters Score -504241.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -504296.562500 Penalty: 817.287231
	Iteration 9Q: 3 clusters Score -504296.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -504350.250000 Penalty: 817.287231
	Iteration 10Q: 3 clusters Score -504350.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -504397.875000 Penalty: 817.287231
	Iteration 11Q: 3 clusters Score -504397.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -504448.750000 Penalty: 817.287231
	Iteration 12Q: 3 clusters Score -504448.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -504493.218750 Penalty: 817.287231
	Iteration 13Q: 3 clusters Score -504493.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -504529.531250 Penalty: 817.287231
	Iteration 14Q: 3 clusters Score -504529.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -504561.968750 Penalty: 817.287231
	Iteration 15Q: 3 clusters Score -504562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -504592.593750 Penalty: 817.287231
	Iteration 16Q: 3 clusters Score -504592.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -504624.031250 Penalty: 817.287231
	Iteration 17Q: 3 clusters Score -504624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -504657.093750 Penalty: 817.287231
	Iteration 18Q: 3 clusters Score -504657.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -504692.687500 Penalty: 817.287231
	Iteration 19Q: 3 clusters Score -504692.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -504725.343750 Penalty: 817.287231
	Iteration 20F: 3 clusters Score -504725.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -504753.250000 Penalty: 817.287231
	Iteration 21Q: 3 clusters Score -504753.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -504776.718750 Penalty: 817.287231
	Iteration 22Q: 3 clusters Score -504776.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -504798.468750 Penalty: 817.287231
	Iteration 23Q: 3 clusters Score -504798.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -504813.468750 Penalty: 817.287231
	Iteration 24Q: 3 clusters Score -504813.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -504825.187500 Penalty: 817.287231
	Iteration 25Q: 3 clusters Score -504825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -504831.406250 Penalty: 817.287231
	Iteration 26Q: 3 clusters Score -504831.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -504837.531250 Penalty: 817.287231
	Iteration 27Q: 3 clusters Score -504837.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -504846.343750 Penalty: 817.287231
	Iteration 28Q: 3 clusters Score -504846.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -504852.625000 Penalty: 817.287231
	Iteration 29Q: 3 clusters Score -504852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -504861.281250 Penalty: 817.287231
	Iteration 30Q: 3 clusters Score -504861.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -504868.187500 Penalty: 817.287231
	Iteration 31Q: 3 clusters Score -504868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -504870.843750 Penalty: 817.287231
	Iteration 32Q: 3 clusters Score -504870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -504874.906250 Penalty: 817.287231
	Iteration 33Q: 3 clusters Score -504874.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -504882.218750 Penalty: 817.287231
	Iteration 34Q: 3 clusters Score -504882.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -504890.250000 Penalty: 817.287231
	Iteration 35Q: 3 clusters Score -504890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -504894.718750 Penalty: 817.287231
	Iteration 36Q: 3 clusters Score -504894.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -504897.625000 Penalty: 817.287231
	Iteration 37Q: 3 clusters Score -504897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -504897.656250 Penalty: 817.287231
	Iteration 38Q: 3 clusters Score -504897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -504898.312500 Penalty: 817.287231
	Iteration 39Q: 3 clusters Score -504898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -504900.687500 Penalty: 817.287231
	Iteration 40F: 3 clusters Score -504900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -504902.375000 Penalty: 817.287231
	Iteration 41Q: 3 clusters Score -504902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -504903.500000 Penalty: 817.287231
	Iteration 42Q: 3 clusters Score -504903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -504904.562500 Penalty: 817.287231
	Iteration 43Q: 3 clusters Score -504904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -504909.875000 Penalty: 817.287231
	Iteration 44Q: 3 clusters Score -504909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -504910.218750 Penalty: 817.287231
	Iteration 45Q: 3 clusters Score -504910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -504910.562500 Penalty: 817.287231
	Iteration 46Q: 3 clusters Score -504910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -504911.312500 Penalty: 817.287231
	Iteration 47Q: 3 clusters Score -504911.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -504911.312500 Penalty: 817.287231
	Iteration 48F: 3 clusters Score -504911.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Entering Unmasked Estep 
Score: -2844665.250000 Penalty: 486.052307
	Iteration 0F: 2 clusters Score -2844665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2816431.000000 Penalty: 972.104614
	Iteration 0F: 3 clusters Score -2816431 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2828522.500000 Penalty: 972.104614
	Iteration 1F: 3 clusters Score -2828522 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2829081.250000 Penalty: 972.104614
	Iteration 2Q: 3 clusters Score -2829081 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2830052.750000 Penalty: 972.104614
	Iteration 3Q: 3 clusters Score -2830053 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -2831659.000000 Penalty: 972.104614
	Iteration 4F: 3 clusters Score -2831659 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -2833960.500000 Penalty: 972.104614
	Iteration 5F: 3 clusters Score -2833960 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -2836826.000000 Penalty: 972.104614
	Iteration 6F: 3 clusters Score -2836826 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -2839153.000000 Penalty: 972.104614
	Iteration 7F: 3 clusters Score -2839153 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -2840263.500000 Penalty: 972.104614
	Iteration 8Q: 3 clusters Score -2840264 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -2840671.250000 Penalty: 972.104614
	Iteration 9Q: 3 clusters Score -2840671 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -2840942.250000 Penalty: 972.104614
	Iteration 10Q: 3 clusters Score -2840942 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -2841136.000000 Penalty: 972.104614
	Iteration 11Q: 3 clusters Score -2841136 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -2841323.500000 Penalty: 972.104614
	Iteration 12Q: 3 clusters Score -2841324 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -2841478.250000 Penalty: 972.104614
	Iteration 13Q: 3 clusters Score -2841478 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2841592.750000 Penalty: 972.104614
	Iteration 14Q: 3 clusters Score -2841593 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -2841664.750000 Penalty: 972.104614
	Iteration 15Q: 3 clusters Score -2841665 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -2841757.500000 Penalty: 972.104614
	Iteration 16Q: 3 clusters Score -2841758 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -2841812.500000 Penalty: 972.104614
	Iteration 17Q: 3 clusters Score -2841812 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -2841848.750000 Penalty: 972.104614
	Iteration 18Q: 3 clusters Score -2841849 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2841894.000000 Penalty: 972.104614
	Iteration 19Q: 3 clusters Score -2841894 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -2841930.250000 Penalty: 972.104614
	Iteration 20F: 3 clusters Score -2841930 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2841962.000000 Penalty: 972.104614
	Iteration 21Q: 3 clusters Score -2841962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -2841975.500000 Penalty: 972.104614
	Iteration 22Q: 3 clusters Score -2841976 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -2842000.000000 Penalty: 972.104614
	Iteration 23Q: 3 clusters Score -2842000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -2842006.750000 Penalty: 972.104614
	Iteration 24Q: 3 clusters Score -2842007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -2842025.750000 Penalty: 972.104614
	Iteration 25Q: 3 clusters Score -2842026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -2842035.000000 Penalty: 972.104614
	Iteration 26Q: 3 clusters Score -2842035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -2842048.750000 Penalty: 972.104614
	Iteration 27Q: 3 clusters Score -2842049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -2842046.000000 Penalty: 972.104614
	Iteration 28Q: 3 clusters Score -2842046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -2842054.000000 Penalty: 972.104614
	Iteration 29Q: 3 clusters Score -2842054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -2842060.750000 Penalty: 972.104614
	Iteration 30Q: 3 clusters Score -2842061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -2842065.250000 Penalty: 972.104614
	Iteration 31Q: 3 clusters Score -2842065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -2842066.750000 Penalty: 972.104614
	Iteration 32Q: 3 clusters Score -2842067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -2842064.750000 Penalty: 972.104614
	Iteration 33Q: 3 clusters Score -2842065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -2842072.500000 Penalty: 972.104614
	Iteration 34Q: 3 clusters Score -2842072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -2842085.000000 Penalty: 972.104614
	Iteration 35Q: 3 clusters Score -2842085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -2842099.000000 Penalty: 972.104614
	Iteration 36Q: 3 clusters Score -2842099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -2842106.500000 Penalty: 972.104614
	Iteration 37Q: 3 clusters Score -2842106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -2842105.000000 Penalty: 972.104614
	Iteration 38Q: 3 clusters Score -2842105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -2842113.000000 Penalty: 972.104614
	Iteration 39Q: 3 clusters Score -2842113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -2842118.000000 Penalty: 972.104614
	Iteration 40F: 3 clusters Score -2842118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -2842120.000000 Penalty: 972.104614
	Iteration 41Q: 3 clusters Score -2842120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -2842128.500000 Penalty: 972.104614
	Iteration 42Q: 3 clusters Score -2842128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -2842130.250000 Penalty: 972.104614
	Iteration 43Q: 3 clusters Score -2842130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -2842137.000000 Penalty: 972.104614
	Iteration 44Q: 3 clusters Score -2842137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -2842138.750000 Penalty: 972.104614
	Iteration 45Q: 3 clusters Score -2842139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -2842145.250000 Penalty: 972.104614
	Iteration 46Q: 3 clusters Score -2842145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -2842147.250000 Penalty: 972.104614
	Iteration 47Q: 3 clusters Score -2842147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -2842152.000000 Penalty: 972.104614
	Iteration 48Q: 3 clusters Score -2842152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -2842171.500000 Penalty: 972.104614
	Iteration 49Q: 3 clusters Score -2842172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -2842173.250000 Penalty: 972.104614
	Iteration 50Q: 3 clusters Score -2842173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -2842176.500000 Penalty: 972.104614
	Iteration 51Q: 3 clusters Score -2842176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -2842192.500000 Penalty: 972.104614
	Iteration 52Q: 3 clusters Score -2842192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -2842201.500000 Penalty: 972.104614
	Iteration 53Q: 3 clusters Score -2842202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -2842217.500000 Penalty: 972.104614
	Iteration 54Q: 3 clusters Score -2842218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -2842217.000000 Penalty: 972.104614
	Iteration 55Q: 3 clusters Score -2842217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -2842227.250000 Penalty: 972.104614
	Iteration 56Q: 3 clusters Score -2842227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -2842249.750000 Penalty: 972.104614
	Iteration 57Q: 3 clusters Score -2842250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -2842262.000000 Penalty: 972.104614
	Iteration 58Q: 3 clusters Score -2842262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -2842271.500000 Penalty: 972.104614
	Iteration 59Q: 3 clusters Score -2842272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -2842274.750000 Penalty: 972.104614
	Iteration 60F: 3 clusters Score -2842275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -2842286.000000 Penalty: 972.104614
	Iteration 61Q: 3 clusters Score -2842286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2842295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -2842305.500000 Penalty: 972.104614
	Iteration 63Q: 3 clusters Score -2842306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -2842314.750000 Penalty: 972.104614
	Iteration 64Q: 3 clusters Score -2842315 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -2842323.000000 Penalty: 972.104614
	Iteration 65Q: 3 clusters Score -2842323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -2842330.250000 Penalty: 972.104614
	Iteration 66Q: 3 clusters Score -2842330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -2842336.000000 Penalty: 972.104614
	Iteration 67Q: 3 clusters Score -2842336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -2842339.750000 Penalty: 972.104614
	Iteration 68Q: 3 clusters Score -2842340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -2842342.750000 Penalty: 972.104614
	Iteration 69Q: 3 clusters Score -2842343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -2842369.750000 Penalty: 972.104614
	Iteration 70Q: 3 clusters Score -2842370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -2842383.500000 Penalty: 972.104614
	Iteration 71Q: 3 clusters Score -2842384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -2842395.000000 Penalty: 972.104614
	Iteration 72Q: 3 clusters Score -2842395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -2842408.000000 Penalty: 972.104614
	Iteration 73Q: 3 clusters Score -2842408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -2842428.500000 Penalty: 972.104614
	Iteration 74Q: 3 clusters Score -2842428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -2842438.500000 Penalty: 972.104614
	Iteration 75Q: 3 clusters Score -2842438 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -2842449.500000 Penalty: 972.104614
	Iteration 76Q: 3 clusters Score -2842450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -2842487.500000 Penalty: 972.104614
	Iteration 77Q: 3 clusters Score -2842488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -2842515.250000 Penalty: 972.104614
	Iteration 78Q: 3 clusters Score -2842515 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -2842555.500000 Penalty: 972.104614
	Iteration 79Q: 3 clusters Score -2842556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -2842591.000000 Penalty: 972.104614
	Iteration 80F: 3 clusters Score -2842591 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -2842611.500000 Penalty: 972.104614
	Iteration 81Q: 3 clusters Score -2842612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -2842625.250000 Penalty: 972.104614
	Iteration 82Q: 3 clusters Score -2842625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -2842672.750000 Penalty: 972.104614
	Iteration 83Q: 3 clusters Score -2842673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -2842692.500000 Penalty: 972.104614
	Iteration 84Q: 3 clusters Score -2842692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -2842715.000000 Penalty: 972.104614
	Iteration 85Q: 3 clusters Score -2842715 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -2842758.250000 Penalty: 972.104614
	Iteration 86Q: 3 clusters Score -2842758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -2842805.250000 Penalty: 972.104614
	Iteration 87Q: 3 clusters Score -2842805 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -2842848.750000 Penalty: 972.104614
	Iteration 88Q: 3 clusters Score -2842849 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -2842896.000000 Penalty: 972.104614
	Iteration 89Q: 3 clusters Score -2842896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -2842926.000000 Penalty: 972.104614
	Iteration 90Q: 3 clusters Score -2842926 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -2842971.750000 Penalty: 972.104614
	Iteration 91Q: 3 clusters Score -2842972 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -2843029.500000 Penalty: 972.104614
	Iteration 92Q: 3 clusters Score -2843030 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -2843089.000000 Penalty: 972.104614
	Iteration 93Q: 3 clusters Score -2843089 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -2843121.750000 Penalty: 972.104614
	Iteration 94Q: 3 clusters Score -2843122 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -2843175.750000 Penalty: 972.104614
	Iteration 95Q: 3 clusters Score -2843176 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -2843232.000000 Penalty: 972.104614
	Iteration 96Q: 3 clusters Score -2843232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -2843273.750000 Penalty: 972.104614
	Iteration 97Q: 3 clusters Score -2843274 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -2843334.000000 Penalty: 972.104614
	Iteration 98Q: 3 clusters Score -2843334 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -2843384.250000 Penalty: 972.104614
	Iteration 99Q: 3 clusters Score -2843384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -2843485.500000 Penalty: 972.104614
	Iteration 100F: 3 clusters Score -2843486 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -2843580.500000 Penalty: 972.104614
	Iteration 101Q: 3 clusters Score -2843580 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -2843656.750000 Penalty: 972.104614
	Iteration 102Q: 3 clusters Score -2843657 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -2843745.250000 Penalty: 972.104614
	Iteration 103Q: 3 clusters Score -2843745 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -2843817.500000 Penalty: 972.104614
	Iteration 104Q: 3 clusters Score -2843818 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -2843880.000000 Penalty: 972.104614
	Iteration 105Q: 3 clusters Score -2843880 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -2843958.750000 Penalty: 972.104614
	Iteration 106Q: 3 clusters Score -2843959 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -2844020.250000 Penalty: 972.104614
	Iteration 107Q: 3 clusters Score -2844020 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -2844107.500000 Penalty: 972.104614
	Iteration 108Q: 3 clusters Score -2844108 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -2844149.250000 Penalty: 972.104614
	Iteration 109Q: 3 clusters Score -2844149 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -2844180.000000 Penalty: 972.104614
	Iteration 110Q: 3 clusters Score -2844180 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -2844226.250000 Penalty: 972.104614
	Iteration 111Q: 3 clusters Score -2844226 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -2844252.000000 Penalty: 972.104614
	Iteration 112Q: 3 clusters Score -2844252 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -2844280.500000 Penalty: 972.104614
	Iteration 113Q: 3 clusters Score -2844280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -2844312.750000 Penalty: 972.104614
	Iteration 114Q: 3 clusters Score -2844313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -2844306.750000 Penalty: 972.104614
	Iteration 115Q: 3 clusters Score -2844307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -2844328.000000 Penalty: 972.104614
	Iteration 116Q: 3 clusters Score -2844328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -2844341.750000 Penalty: 972.104614
	Iteration 117Q: 3 clusters Score -2844342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -2844347.750000 Penalty: 972.104614
	Iteration 118Q: 3 clusters Score -2844348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -2844349.250000 Penalty: 972.104614
	Iteration 119Q: 3 clusters Score -2844349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -2844354.500000 Penalty: 972.104614
	Iteration 120F: 3 clusters Score -2844354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -2844355.000000 Penalty: 972.104614
	Iteration 121Q: 3 clusters Score -2844355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -2844356.500000 Penalty: 972.104614
	Iteration 122Q: 3 clusters Score -2844356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -2844357.750000 Penalty: 972.104614
	Iteration 123Q: 3 clusters Score -2844358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -2844358.750000 Penalty: 972.104614
	Iteration 124Q: 3 clusters Score -2844359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -2844358.250000 Penalty: 972.104614
	Iteration 125Q: 3 clusters Score -2844358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -2844360.000000 Penalty: 972.104614
	Iteration 126Q: 3 clusters Score -2844360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -2844356.500000 Penalty: 972.104614
	Iteration 127Q: 3 clusters Score -2844356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -2844363.250000 Penalty: 972.104614
	Iteration 128Q: 3 clusters Score -2844363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -2844365.250000 Penalty: 972.104614
	Iteration 129Q: 3 clusters Score -2844365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -2844365.250000 Penalty: 972.104614
	Iteration 130Q: 3 clusters Score -2844365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -2844360.500000 Penalty: 972.104614
	Iteration 131Q: 3 clusters Score -2844360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -2844360.500000 Penalty: 972.104614
	Iteration 132F: 3 clusters Score -2844360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 43393 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 89537 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 76178 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79257 members 
Mstep: Class 15 contains 30649 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18219 members 
Mstep: Class 23 contains 49099 members 
Mstep: Class 24 contains 22062 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 20444 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 78931 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7952 members 
Mstep: Class 33 contains 43585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240320.000000 Penalty: 20201.414062
Iteration 479Q: 34 clusters Score -4.224032e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 43391 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 89557 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 76184 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79263 members 
Mstep: Class 15 contains 30637 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18216 members 
Mstep: Class 23 contains 49092 members 
Mstep: Class 24 contains 22110 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 20444 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 78886 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 43582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240372.000000 Penalty: 20201.414062
Iteration 480F: 34 clusters Score -4.224037e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 43390 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 89571 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 15723 members 
Mstep: Class 12 contains 76192 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79262 members 
Mstep: Class 15 contains 30633 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18215 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 22149 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 20443 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 78844 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 43583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240520.000000 Penalty: 20201.414062
Iteration 481Q: 34 clusters Score -4.224052e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 43394 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 89579 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 76188 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79284 members 
Mstep: Class 15 contains 30628 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18216 members 
Mstep: Class 23 contains 49076 members 
Mstep: Class 24 contains 22191 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 20440 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 78809 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 43583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240456.000000 Penalty: 20201.414062
Iteration 482Q: 34 clusters Score -4.224046e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 89579 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 76187 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79295 members 
Mstep: Class 15 contains 30626 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18213 members 
Mstep: Class 23 contains 49076 members 
Mstep: Class 24 contains 22227 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 2818 members 
Mstep: Class 28 contains 20440 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 78778 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7967 members 
Mstep: Class 33 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240548.000000 Penalty: 20201.414062
Iteration 483Q: 34 clusters Score -4.224055e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 89576 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 76164 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79292 members 
Mstep: Class 15 contains 30620 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 49081 members 
Mstep: Class 24 contains 22271 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 20441 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 78770 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 43586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240532.000000 Penalty: 20201.414062
Iteration 484Q: 34 clusters Score -4.224053e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 5081 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3566 members 
Mstep: Class 6 contains 43396 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 89578 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 76134 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79291 members 
Mstep: Class 15 contains 30618 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 1180 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18186 members 
Mstep: Class 23 contains 49090 members 
Mstep: Class 24 contains 22324 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 20440 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78773 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7972 members 
Mstep: Class 33 contains 43587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240496.000000 Penalty: 20201.414062
Iteration 485Q: 34 clusters Score -4.22405e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3563 members 
Mstep: Class 6 contains 43396 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 89574 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 76138 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79288 members 
Mstep: Class 15 contains 30617 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18179 members 
Mstep: Class 23 contains 49085 members 
Mstep: Class 24 contains 22362 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 2805 members 
Mstep: Class 28 contains 20439 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78766 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7980 members 
Mstep: Class 33 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240516.000000 Penalty: 20201.414062
Iteration 486Q: 34 clusters Score -4.224052e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 5061 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3566 members 
Mstep: Class 6 contains 43397 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 89558 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 76141 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79287 members 
Mstep: Class 15 contains 30615 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 18182 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 22400 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 20438 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78771 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7979 members 
Mstep: Class 33 contains 43589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240588.000000 Penalty: 20201.414062
Iteration 487Q: 34 clusters Score -4.224059e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 5050 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 43397 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 89549 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 76129 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79298 members 
Mstep: Class 15 contains 30613 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 18186 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 22430 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 2793 members 
Mstep: Class 28 contains 20437 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78769 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7970 members 
Mstep: Class 33 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240680.000000 Penalty: 20201.414062
Iteration 488Q: 34 clusters Score -4.224068e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3566 members 
Mstep: Class 6 contains 43397 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 89552 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 15720 members 
Mstep: Class 12 contains 76098 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 79319 members 
Mstep: Class 15 contains 30608 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 1171 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 541 members 
Mstep: Class 22 contains 18180 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 22476 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 2791 members 
Mstep: Class 28 contains 20437 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78753 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7964 members 
Mstep: Class 33 contains 43585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240656.000000 Penalty: 20201.414062
Iteration 489Q: 34 clusters Score -4.224066e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 43400 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 89549 members 
Mstep: Class 10 contains 9134 members 
Mstep: Class 11 contains 15728 members 
Mstep: Class 12 contains 76078 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 79334 members 
Mstep: Class 15 contains 30602 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 18179 members 
Mstep: Class 23 contains 49067 members 
Mstep: Class 24 contains 22520 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 2790 members 
Mstep: Class 28 contains 20437 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78737 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7956 members 
Mstep: Class 33 contains 43585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240712.000000 Penalty: 20201.414062
Iteration 490Q: 34 clusters Score -4.224071e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 43398 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 89561 members 
Mstep: Class 10 contains 9138 members 
Mstep: Class 11 contains 15727 members 
Mstep: Class 12 contains 76056 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 79350 members 
Mstep: Class 15 contains 30601 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1168 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 18183 members 
Mstep: Class 23 contains 49067 members 
Mstep: Class 24 contains 22556 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 2787 members 
Mstep: Class 28 contains 20439 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78702 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7952 members 
Mstep: Class 33 contains 43581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240704.000000 Penalty: 20201.414062
Iteration 491Q: 34 clusters Score -4.22407e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 43393 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 89580 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 15724 members 
Mstep: Class 12 contains 76043 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 79360 members 
Mstep: Class 15 contains 30602 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 18193 members 
Mstep: Class 23 contains 49064 members 
Mstep: Class 24 contains 22586 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 2780 members 
Mstep: Class 28 contains 20436 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78658 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7952 members 
Mstep: Class 33 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240704.000000 Penalty: 20201.414062
Iteration 492Q: 34 clusters Score -4.22407e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 43394 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 89606 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 76047 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 79346 members 
Mstep: Class 15 contains 30602 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 18200 members 
Mstep: Class 23 contains 49057 members 
Mstep: Class 24 contains 22616 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1654 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 20437 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78624 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 7959 members 
Mstep: Class 33 contains 43570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240772.000000 Penalty: 20201.414062
Iteration 493Q: 34 clusters Score -4.224077e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 43393 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 89628 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 76044 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79338 members 
Mstep: Class 15 contains 30605 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1161 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 18197 members 
Mstep: Class 23 contains 49050 members 
Mstep: Class 24 contains 22657 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 2767 members 
Mstep: Class 28 contains 20434 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78572 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 43565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240788.000000 Penalty: 20201.414062
Iteration 494Q: 34 clusters Score -4.224079e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 4933 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 43393 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 89643 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 76063 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79319 members 
Mstep: Class 15 contains 30600 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 18207 members 
Mstep: Class 23 contains 49035 members 
Mstep: Class 24 contains 22693 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 2761 members 
Mstep: Class 28 contains 20433 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78530 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7988 members 
Mstep: Class 33 contains 43562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240788.000000 Penalty: 20201.414062
Iteration 495Q: 34 clusters Score -4.224079e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 4914 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 43397 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 89656 members 
Mstep: Class 10 contains 9145 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 76045 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79326 members 
Mstep: Class 15 contains 30596 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 18219 members 
Mstep: Class 23 contains 49025 members 
Mstep: Class 24 contains 22745 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 2762 members 
Mstep: Class 28 contains 20429 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78475 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 7999 members 
Mstep: Class 33 contains 43559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240856.000000 Penalty: 20201.414062
Iteration 496Q: 34 clusters Score -4.224086e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 4887 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 43403 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 89673 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 15740 members 
Mstep: Class 12 contains 76049 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79324 members 
Mstep: Class 15 contains 30592 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 18221 members 
Mstep: Class 23 contains 49021 members 
Mstep: Class 24 contains 22781 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 2758 members 
Mstep: Class 28 contains 20423 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78406 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 8015 members 
Mstep: Class 33 contains 43560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240820.000000 Penalty: 20201.414062
Iteration 497Q: 34 clusters Score -4.224082e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 4857 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 43405 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 89699 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 76055 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79323 members 
Mstep: Class 15 contains 30589 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 18224 members 
Mstep: Class 23 contains 49021 members 
Mstep: Class 24 contains 22827 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 2757 members 
Mstep: Class 28 contains 20418 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78339 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 43561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240884.000000 Penalty: 20201.414062
Iteration 498Q: 34 clusters Score -4.224088e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 43406 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 89709 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 15739 members 
Mstep: Class 12 contains 76072 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79316 members 
Mstep: Class 15 contains 30588 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 18222 members 
Mstep: Class 23 contains 49024 members 
Mstep: Class 24 contains 22877 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 2755 members 
Mstep: Class 28 contains 20407 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78302 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 8047 members 
Mstep: Class 33 contains 43570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240844.000000 Penalty: 20201.414062
Iteration 499Q: 34 clusters Score -4.224084e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 3460 members 
Mstep: Class 6 contains 43409 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 89719 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 76090 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 79320 members 
Mstep: Class 15 contains 30585 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 118 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 18217 members 
Mstep: Class 23 contains 49021 members 
Mstep: Class 24 contains 22912 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 20390 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 78254 members 
Mstep: Class 31 contains 3279 members 
Mstep: Class 32 contains 8065 members 
Mstep: Class 33 contains 43583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240760.000000 Penalty: 20201.414062
Iteration 500F: 34 clusters Score -4.224076e+07 nChanged 425
Maximum iterations exceeded
20->34 Clusters: Score -42240760.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 696731 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 34889 members 
Mstep: Class 3 contains 34580 members 
Mstep: Class 4 contains 34714 members 
Mstep: Class 5 contains 34840 members 
Mstep: Class 6 contains 34770 members 
Mstep: Class 7 contains 34617 members 
Mstep: Class 8 contains 34888 members 
Mstep: Class 9 contains 34949 members 
Mstep: Class 10 contains 34754 members 
Mstep: Class 11 contains 34932 members 
Mstep: Class 12 contains 34903 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 34815 members 
Mstep: Class 15 contains 34722 members 
Mstep: Class 16 contains 34877 members 
Mstep: Class 17 contains 35109 members 
Mstep: Class 18 contains 35110 members 
Mstep: Class 19 contains 34756 members 
Mstep: Class 20 contains 35238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 132.437943 but Gain 612.164062
Score: -39548204.000000 Penalty: 11631.117188
Iteration 0F: 20 clusters Score -3.95482e+07 nChanged 661456
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 166291 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 182450 members 
Mstep: Class 8 contains 11455 members 
Mstep: Class 9 contains 13511 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 85463 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 41182 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 36997 members 
Mstep: Class 20 contains 77817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 371.111633 but Gain 612.164062
Score: -41167092.000000 Penalty: 11018.953125
Iteration 1F: 19 clusters Score -4.116709e+07 nChanged 255714
Entering Unmasked Mstep 
Mstep: Class 0 contains 361 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 196623 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 218219 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 7909 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 69676 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 45399 members 
Mstep: Class 17 contains 10732 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 23277 members 
Mstep: Class 20 contains 80288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41192228.000000 Penalty: 11018.953125
Iteration 2F: 19 clusters Score -4.119223e+07 nChanged 187825
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 211328 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 159465 members 
Mstep: Class 8 contains 6912 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 3703 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 80253 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 72920 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 15613 members 
Mstep: Class 20 contains 103613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41455908.000000 Penalty: 11018.953125
Iteration 3F: 19 clusters Score -4.145591e+07 nChanged 179497
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 151592 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 214322 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 83052 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 93090 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 10293 members 
Mstep: Class 20 contains 99103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41503020.000000 Penalty: 11018.953125
Iteration 4F: 19 clusters Score -4.150302e+07 nChanged 149245
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 148131 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 176720 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 8773 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 97711 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 123410 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 97445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41708384.000000 Penalty: 11018.953125
Iteration 5F: 19 clusters Score -4.170838e+07 nChanged 97033
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 128173 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 174919 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 10019 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 2186 members 
Mstep: Class 14 contains 95461 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 144090 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 6464 members 
Mstep: Class 20 contains 97368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 604.035400 but Gain 612.164062
Score: -41767388.000000 Penalty: 10406.789062
Iteration 6F: 18 clusters Score -4.176739e+07 nChanged 65625
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 110575 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 171995 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 91421 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 159498 members 
Mstep: Class 17 contains 5257 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 97273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794260.000000 Penalty: 10406.789062
Iteration 7F: 18 clusters Score -4.179426e+07 nChanged 51758
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 99352 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 175597 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 15671 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 89110 members 
Mstep: Class 15 contains 360 members 
Mstep: Class 16 contains 158646 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 8585 members 
Mstep: Class 20 contains 94683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41827736.000000 Penalty: 10406.789062
Iteration 8F: 18 clusters Score -4.182774e+07 nChanged 38818
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 3 contains 91815 members 
Mstep: Class 4 contains 1100 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 174239 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 19741 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 88382 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 155769 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 18 contains 6509 members 
Mstep: Class 19 contains 10312 members 
Mstep: Class 20 contains 91500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 608.501282 but Gain 612.164062
Score: -41879024.000000 Penalty: 9794.625000
Iteration 9F: 17 clusters Score -4.187902e+07 nChanged 35460
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 84839 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 3909 members 
Mstep: Class 6 contains 171062 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 24103 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 87256 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 154453 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 6850 members 
Mstep: Class 19 contains 12950 members 
Mstep: Class 20 contains 88017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41928452.000000 Penalty: 9794.625000
Iteration 10F: 17 clusters Score -4.192845e+07 nChanged 34394
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 79278 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 169286 members 
Mstep: Class 8 contains 4985 members 
Mstep: Class 9 contains 28317 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 85045 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 152274 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 16393 members 
Mstep: Class 20 contains 84142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41969628.000000 Penalty: 9794.625000
Iteration 11Q: 17 clusters Score -4.196963e+07 nChanged 32601
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 75895 members 
Mstep: Class 4 contains 953 members 
Mstep: Class 5 contains 5283 members 
Mstep: Class 6 contains 166689 members 
Mstep: Class 8 contains 5217 members 
Mstep: Class 9 contains 32174 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 83063 members 
Mstep: Class 15 contains 295 members 
Mstep: Class 16 contains 149435 members 
Mstep: Class 17 contains 5393 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 19756 members 
Mstep: Class 20 contains 80430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42004764.000000 Penalty: 9794.625000
Iteration 12Q: 17 clusters Score -4.200476e+07 nChanged 32608
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 73529 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 163060 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 35438 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 80692 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 16 contains 147829 members 
Mstep: Class 17 contains 5471 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 22730 members 
Mstep: Class 20 contains 77220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42026808.000000 Penalty: 9794.625000
Iteration 13Q: 17 clusters Score -4.202681e+07 nChanged 33322
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 4286 members 
Mstep: Class 3 contains 72781 members 
Mstep: Class 4 contains 965 members 
Mstep: Class 5 contains 7328 members 
Mstep: Class 6 contains 157239 members 
Mstep: Class 8 contains 5501 members 
Mstep: Class 9 contains 38405 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 78623 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 146862 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 25084 members 
Mstep: Class 20 contains 75261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42022736.000000 Penalty: 9794.625000
Iteration 14Q: 17 clusters Score -4.202274e+07 nChanged 35360
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 73925 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 8665 members 
Mstep: Class 6 contains 146213 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 78370 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 146997 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 18 contains 8452 members 
Mstep: Class 19 contains 26662 members 
Mstep: Class 20 contains 74299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41982688.000000 Penalty: 9794.625000
Iteration 15F: 17 clusters Score -4.198269e+07 nChanged 41933
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 4291 members 
Mstep: Class 3 contains 77480 members 
Mstep: Class 4 contains 970 members 
Mstep: Class 5 contains 10576 members 
Mstep: Class 6 contains 124656 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 45347 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 81845 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 147736 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 28029 members 
Mstep: Class 20 contains 73654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42009160.000000 Penalty: 9794.625000
Iteration 16F: 17 clusters Score -4.200916e+07 nChanged 32431
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 81247 members 
Mstep: Class 4 contains 975 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 108919 members 
Mstep: Class 8 contains 6030 members 
Mstep: Class 9 contains 48464 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 83085 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 147162 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 29195 members 
Mstep: Class 20 contains 72991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42028688.000000 Penalty: 9794.625000
Iteration 17Q: 17 clusters Score -4.202869e+07 nChanged 28948
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 83437 members 
Mstep: Class 4 contains 969 members 
Mstep: Class 5 contains 14858 members 
Mstep: Class 6 contains 97428 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 50908 members 
Mstep: Class 13 contains 3440 members 
Mstep: Class 14 contains 82960 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 146940 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 9443 members 
Mstep: Class 19 contains 30318 members 
Mstep: Class 20 contains 72526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42045292.000000 Penalty: 9794.625000
Iteration 18Q: 17 clusters Score -4.204529e+07 nChanged 24720
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 83829 members 
Mstep: Class 4 contains 965 members 
Mstep: Class 5 contains 17140 members 
Mstep: Class 6 contains 90344 members 
Mstep: Class 8 contains 6455 members 
Mstep: Class 9 contains 52971 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 83151 members 
Mstep: Class 15 contains 242 members 
Mstep: Class 16 contains 146276 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 9735 members 
Mstep: Class 19 contains 31447 members 
Mstep: Class 20 contains 72244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060956.000000 Penalty: 9794.625000
Iteration 19Q: 17 clusters Score -4.206096e+07 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 83362 members 
Mstep: Class 4 contains 975 members 
Mstep: Class 5 contains 19478 members 
Mstep: Class 6 contains 85392 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 54460 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 83424 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 145955 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 32525 members 
Mstep: Class 20 contains 72003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42077560.000000 Penalty: 9794.625000
Iteration 20F: 17 clusters Score -4.207756e+07 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 82659 members 
Mstep: Class 4 contains 990 members 
Mstep: Class 5 contains 21880 members 
Mstep: Class 6 contains 81747 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 55503 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 83984 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 145283 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 33439 members 
Mstep: Class 20 contains 71791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42090384.000000 Penalty: 9794.625000
Iteration 21Q: 17 clusters Score -4.209038e+07 nChanged 17243
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 82282 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 24366 members 
Mstep: Class 6 contains 78762 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 56207 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 84125 members 
Mstep: Class 15 contains 223 members 
Mstep: Class 16 contains 144503 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 34232 members 
Mstep: Class 20 contains 71578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42101472.000000 Penalty: 9794.625000
Iteration 22Q: 17 clusters Score -4.210147e+07 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 82516 members 
Mstep: Class 4 contains 1016 members 
Mstep: Class 5 contains 27089 members 
Mstep: Class 6 contains 76288 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 56522 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 83726 members 
Mstep: Class 15 contains 219 members 
Mstep: Class 16 contains 143550 members 
Mstep: Class 17 contains 9465 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 34873 members 
Mstep: Class 20 contains 71376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42111580.000000 Penalty: 9794.625000
Iteration 23Q: 17 clusters Score -4.211158e+07 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 82810 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 29966 members 
Mstep: Class 6 contains 74316 members 
Mstep: Class 8 contains 7173 members 
Mstep: Class 9 contains 56615 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 82925 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 142539 members 
Mstep: Class 17 contains 9985 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 35445 members 
Mstep: Class 20 contains 71281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120584.000000 Penalty: 9794.625000
Iteration 24Q: 17 clusters Score -4.212058e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 83117 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 33022 members 
Mstep: Class 6 contains 72648 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 56477 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 81904 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 141487 members 
Mstep: Class 17 contains 10486 members 
Mstep: Class 18 contains 10747 members 
Mstep: Class 19 contains 35894 members 
Mstep: Class 20 contains 71268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126660.000000 Penalty: 9794.625000
Iteration 25Q: 17 clusters Score -4.212666e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 83376 members 
Mstep: Class 4 contains 1030 members 
Mstep: Class 5 contains 36171 members 
Mstep: Class 6 contains 70873 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 56322 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 81023 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 140329 members 
Mstep: Class 17 contains 10928 members 
Mstep: Class 18 contains 10789 members 
Mstep: Class 19 contains 36241 members 
Mstep: Class 20 contains 71319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42130672.000000 Penalty: 9794.625000
Iteration 26Q: 17 clusters Score -4.213067e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 4199 members 
Mstep: Class 3 contains 83647 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 39444 members 
Mstep: Class 6 contains 68848 members 
Mstep: Class 8 contains 7465 members 
Mstep: Class 9 contains 56118 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 80306 members 
Mstep: Class 15 contains 214 members 
Mstep: Class 16 contains 139106 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 10771 members 
Mstep: Class 19 contains 36491 members 
Mstep: Class 20 contains 71414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42134168.000000 Penalty: 9794.625000
Iteration 27Q: 17 clusters Score -4.213417e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 83877 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 42836 members 
Mstep: Class 6 contains 66512 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 55982 members 
Mstep: Class 13 contains 5402 members 
Mstep: Class 14 contains 79940 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 137525 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 36674 members 
Mstep: Class 20 contains 71564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42136684.000000 Penalty: 9794.625000
Iteration 28Q: 17 clusters Score -4.213668e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 84106 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 46163 members 
Mstep: Class 6 contains 63934 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 55995 members 
Mstep: Class 13 contains 5692 members 
Mstep: Class 14 contains 80038 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 135557 members 
Mstep: Class 17 contains 12131 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 36814 members 
Mstep: Class 20 contains 71695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42137284.000000 Penalty: 9794.625000
Iteration 29Q: 17 clusters Score -4.213728e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 84242 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 49384 members 
Mstep: Class 6 contains 61175 members 
Mstep: Class 8 contains 7821 members 
Mstep: Class 9 contains 56244 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 80166 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 133553 members 
Mstep: Class 17 contains 12463 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 36976 members 
Mstep: Class 20 contains 71839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42138296.000000 Penalty: 9794.625000
Iteration 30Q: 17 clusters Score -4.21383e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 84338 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 52502 members 
Mstep: Class 6 contains 58356 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 56640 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 80034 members 
Mstep: Class 15 contains 219 members 
Mstep: Class 16 contains 131938 members 
Mstep: Class 17 contains 12702 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 37147 members 
Mstep: Class 20 contains 71955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140360.000000 Penalty: 9794.625000
Iteration 31Q: 17 clusters Score -4.214036e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 84461 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 55328 members 
Mstep: Class 6 contains 55441 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 57125 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 14 contains 79807 members 
Mstep: Class 15 contains 220 members 
Mstep: Class 16 contains 130611 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 10102 members 
Mstep: Class 19 contains 37348 members 
Mstep: Class 20 contains 72066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42142912.000000 Penalty: 9794.625000
Iteration 32Q: 17 clusters Score -4.214291e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 84560 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 57726 members 
Mstep: Class 6 contains 52547 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 57767 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 79454 members 
Mstep: Class 15 contains 222 members 
Mstep: Class 16 contains 129692 members 
Mstep: Class 17 contains 13150 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 72139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42145744.000000 Penalty: 9794.625000
Iteration 33Q: 17 clusters Score -4.214574e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 84631 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 59739 members 
Mstep: Class 6 contains 50028 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 58515 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 78692 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 129259 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 37880 members 
Mstep: Class 20 contains 72209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149872.000000 Penalty: 9794.625000
Iteration 34Q: 17 clusters Score -4.214987e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 84778 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 61315 members 
Mstep: Class 6 contains 48145 members 
Mstep: Class 8 contains 8832 members 
Mstep: Class 9 contains 59344 members 
Mstep: Class 13 contains 7668 members 
Mstep: Class 14 contains 77588 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 129030 members 
Mstep: Class 17 contains 13385 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 72233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154152.000000 Penalty: 9794.625000
Iteration 35Q: 17 clusters Score -4.215415e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 84897 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 62474 members 
Mstep: Class 6 contains 46818 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 60151 members 
Mstep: Class 13 contains 7953 members 
Mstep: Class 14 contains 76698 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 128650 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 38428 members 
Mstep: Class 20 contains 72253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157568.000000 Penalty: 9794.625000
Iteration 36Q: 17 clusters Score -4.215757e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 85059 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 63348 members 
Mstep: Class 6 contains 45969 members 
Mstep: Class 8 contains 9566 members 
Mstep: Class 9 contains 60921 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 14 contains 75911 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 128156 members 
Mstep: Class 17 contains 13533 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 72264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160372.000000 Penalty: 9794.625000
Iteration 37Q: 17 clusters Score -4.216037e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 85299 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 63940 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 8 contains 9891 members 
Mstep: Class 9 contains 61629 members 
Mstep: Class 13 contains 8369 members 
Mstep: Class 14 contains 75534 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 127498 members 
Mstep: Class 17 contains 13555 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 38863 members 
Mstep: Class 20 contains 72241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162608.000000 Penalty: 9794.625000
Iteration 38Q: 17 clusters Score -4.216261e+07 nChanged 7085
Entering ConstructFrom: 
Score: -42162608.000000 Penalty: 9794.625000
Entering ConstructFrom: 
Trying to split cluster 1 (79891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Entering Unmasked Estep 
Score: -5151162.500000 Penalty: 513.623047
	Iteration 0F: 2 clusters Score -5151162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5110172.000000 Penalty: 1027.246094
	Iteration 0F: 3 clusters Score -5110172 nChanged 38841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5135157.500000 Penalty: 1027.246094
	Iteration 1F: 3 clusters Score -5135158 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5137048.500000 Penalty: 1027.246094
	Iteration 2F: 3 clusters Score -5137048 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5139529.000000 Penalty: 1027.246094
	Iteration 3F: 3 clusters Score -5139529 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -5142514.000000 Penalty: 1027.246094
	Iteration 4F: 3 clusters Score -5142514 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5145784.000000 Penalty: 1027.246094
	Iteration 5F: 3 clusters Score -5145784 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5148736.500000 Penalty: 1027.246094
	Iteration 6F: 3 clusters Score -5148736 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -5150679.000000 Penalty: 1027.246094
	Iteration 7F: 3 clusters Score -5150679 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5151714.500000 Penalty: 1027.246094
	Iteration 8Q: 3 clusters Score -5151714 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -5151981.000000 Penalty: 1027.246094
	Iteration 9Q: 3 clusters Score -5151981 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5152120.500000 Penalty: 1027.246094
	Iteration 10Q: 3 clusters Score -5152120 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5152210.000000 Penalty: 1027.246094
	Iteration 11Q: 3 clusters Score -5152210 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5152290.500000 Penalty: 1027.246094
	Iteration 12Q: 3 clusters Score -5152290 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5152332.500000 Penalty: 1027.246094
	Iteration 13Q: 3 clusters Score -5152332 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5152308.000000 Penalty: 1027.246094
	Iteration 14Q: 3 clusters Score -5152308 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5152332.500000 Penalty: 1027.246094
	Iteration 15Q: 3 clusters Score -5152332 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5152591.000000 Penalty: 1027.246094
	Iteration 16Q: 3 clusters Score -5152591 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5152800.500000 Penalty: 1027.246094
	Iteration 17Q: 3 clusters Score -5152800 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5153021.000000 Penalty: 1027.246094
	Iteration 18Q: 3 clusters Score -5153021 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -5153246.500000 Penalty: 1027.246094
	Iteration 19Q: 3 clusters Score -5153246 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -5153485.000000 Penalty: 1027.246094
	Iteration 20F: 3 clusters Score -5153485 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -5153602.000000 Penalty: 1027.246094
	Iteration 21Q: 3 clusters Score -5153602 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -5153637.000000 Penalty: 1027.246094
	Iteration 22Q: 3 clusters Score -5153637 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5153756.000000 Penalty: 1027.246094
	Iteration 23Q: 3 clusters Score -5153756 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -5153891.500000 Penalty: 1027.246094
	Iteration 24Q: 3 clusters Score -5153892 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5153984.000000 Penalty: 1027.246094
	Iteration 25Q: 3 clusters Score -5153984 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -5153981.500000 Penalty: 1027.246094
	Iteration 26Q: 3 clusters Score -5153982 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -5153963.000000 Penalty: 1027.246094
	Iteration 27Q: 3 clusters Score -5153963 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5153904.000000 Penalty: 1027.246094
	Iteration 28Q: 3 clusters Score -5153904 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5153804.000000 Penalty: 1027.246094
	Iteration 29Q: 3 clusters Score -5153804 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5153466.000000 Penalty: 1027.246094
	Iteration 30Q: 3 clusters Score -5153466 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5153202.500000 Penalty: 1027.246094
	Iteration 31Q: 3 clusters Score -5153202 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5153072.000000 Penalty: 1027.246094
	Iteration 32Q: 3 clusters Score -5153072 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5153000.000000 Penalty: 1027.246094
	Iteration 33Q: 3 clusters Score -5153000 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5152911.500000 Penalty: 1027.246094
	Iteration 34Q: 3 clusters Score -5152912 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5152859.000000 Penalty: 1027.246094
	Iteration 35Q: 3 clusters Score -5152859 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5152864.500000 Penalty: 1027.246094
	Iteration 36Q: 3 clusters Score -5152864 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5152836.000000 Penalty: 1027.246094
	Iteration 37Q: 3 clusters Score -5152836 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -5152828.000000 Penalty: 1027.246094
	Iteration 38Q: 3 clusters Score -5152828 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5152810.500000 Penalty: 1027.246094
	Iteration 39Q: 3 clusters Score -5152810 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5152811.500000 Penalty: 1027.246094
	Iteration 40F: 3 clusters Score -5152812 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -5152810.000000 Penalty: 1027.246094
	Iteration 41Q: 3 clusters Score -5152810 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5152823.500000 Penalty: 1027.246094
	Iteration 42Q: 3 clusters Score -5152824 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5152871.500000 Penalty: 1027.246094
	Iteration 43Q: 3 clusters Score -5152872 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -5152910.000000 Penalty: 1027.246094
	Iteration 44Q: 3 clusters Score -5152910 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5152950.000000 Penalty: 1027.246094
	Iteration 45Q: 3 clusters Score -5152950 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5152970.000000 Penalty: 1027.246094
	Iteration 46Q: 3 clusters Score -5152970 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5153013.000000 Penalty: 1027.246094
	Iteration 47Q: 3 clusters Score -5153013 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -5153032.000000 Penalty: 1027.246094
	Iteration 48Q: 3 clusters Score -5153032 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5153080.000000 Penalty: 1027.246094
	Iteration 49Q: 3 clusters Score -5153080 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5153111.000000 Penalty: 1027.246094
	Iteration 50Q: 3 clusters Score -5153111 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -5153143.500000 Penalty: 1027.246094
	Iteration 51Q: 3 clusters Score -5153144 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -5153179.500000 Penalty: 1027.246094
	Iteration 52Q: 3 clusters Score -5153180 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -5153213.000000 Penalty: 1027.246094
	Iteration 53Q: 3 clusters Score -5153213 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -5153225.500000 Penalty: 1027.246094
	Iteration 54Q: 3 clusters Score -5153226 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -5153249.000000 Penalty: 1027.246094
	Iteration 55Q: 3 clusters Score -5153249 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5153261.500000 Penalty: 1027.246094
	Iteration 56Q: 3 clusters Score -5153262 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -5153309.000000 Penalty: 1027.246094
	Iteration 57Q: 3 clusters Score -5153309 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -5153391.000000 Penalty: 1027.246094
	Iteration 58Q: 3 clusters Score -5153391 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -5153376.500000 Penalty: 1027.246094
	Iteration 59Q: 3 clusters Score -5153376 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -5153398.000000 Penalty: 1027.246094
	Iteration 60F: 3 clusters Score -5153398 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5153462.500000 Penalty: 1027.246094
	Iteration 61Q: 3 clusters Score -5153462 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -5153552.500000 Penalty: 1027.246094
	Iteration 62Q: 3 clusters Score -5153552 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -5153636.000000 Penalty: 1027.246094
	Iteration 63Q: 3 clusters Score -5153636 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -5153730.000000 Penalty: 1027.246094
	Iteration 64Q: 3 clusters Score -5153730 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -5153872.500000 Penalty: 1027.246094
	Iteration 65Q: 3 clusters Score -5153872 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -5153976.500000 Penalty: 1027.246094
	Iteration 66Q: 3 clusters Score -5153976 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -5154082.500000 Penalty: 1027.246094
	Iteration 67Q: 3 clusters Score -5154082 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -5154314.500000 Penalty: 1027.246094
	Iteration 68Q: 3 clusters Score -5154314 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -5154481.000000 Penalty: 1027.246094
	Iteration 69Q: 3 clusters Score -5154481 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -5154552.000000 Penalty: 1027.246094
	Iteration 70Q: 3 clusters Score -5154552 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -5154768.500000 Penalty: 1027.246094
	Iteration 71Q: 3 clusters Score -5154768 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -5154968.000000 Penalty: 1027.246094
	Iteration 72Q: 3 clusters Score -5154968 nChanged 871
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5155252 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5155371 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5155366 nChanged 599
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Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5155404 nChanged 559
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Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5155418 nChanged 514
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Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5155384 nChanged 479
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Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5155391 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5155340 nChanged 466
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Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5155271 nChanged 451
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Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5155183 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5155118 nChanged 378
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Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5155035 nChanged 372
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Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5155002 nChanged 345
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Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5154952 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5154776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5154744 nChanged 248
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Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5154660 nChanged 247
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Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5154609 nChanged 213
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Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5154428 nChanged 227
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Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5154384 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5154260 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5154234 nChanged 197
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Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5154170 nChanged 186
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Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5154038 nChanged 142
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Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5153978 nChanged 139
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Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5153958 nChanged 149
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Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5153934 nChanged 147
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Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5153897 nChanged 135
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Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5153890 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5153870 nChanged 134
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Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5153858 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5153800 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5153780 nChanged 147
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Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5153772 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5153772 nChanged 121
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Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5153758 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5153770 nChanged 138
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Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5153728 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5153708 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5153704 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5153663 nChanged 157
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Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5153654 nChanged 175
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Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5153615 nChanged 168
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Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5153584 nChanged 151
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Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 66703 members 
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	Iteration 125Q: 3 clusters Score -5153551 nChanged 158
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Mstep: Class 1 contains 13042 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5153540 nChanged 126
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Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5153511 nChanged 114
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Mstep: Class 1 contains 12810 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5153504 nChanged 102
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Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5153506 nChanged 106
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Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5153482 nChanged 111
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Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5153460 nChanged 99
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Mstep: Class 1 contains 12406 members 
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	Iteration 132Q: 3 clusters Score -5153454 nChanged 94
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Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5153444 nChanged 99
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5153482 nChanged 89
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Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5153496 nChanged 88
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Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 67855 members 
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	Iteration 136Q: 3 clusters Score -5153504 nChanged 89
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Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5153511 nChanged 80
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Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5153506 nChanged 74
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Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5153539 nChanged 65
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Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5153556 nChanged 61
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Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5153545 nChanged 57
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Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 68275 members 
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	Iteration 142Q: 3 clusters Score -5153545 nChanged 56
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Mstep: Class 1 contains 11560 members 
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	Iteration 143Q: 3 clusters Score -5153564 nChanged 49
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Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 68376 members 
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	Iteration 144Q: 3 clusters Score -5153556 nChanged 56
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Mstep: Class 1 contains 11465 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5153552 nChanged 55
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Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5153544 nChanged 39
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Mstep: Class 1 contains 11375 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5153526 nChanged 42
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Mstep: Class 1 contains 11333 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5153538 nChanged 41
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Mstep: Class 1 contains 11298 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5153552 nChanged 42
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Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 68635 members 
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	Iteration 150Q: 3 clusters Score -5153554 nChanged 36
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	Iteration 151Q: 3 clusters Score -5153548 nChanged 31
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Mstep: Class 1 contains 11189 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5153538 nChanged 36
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Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5153533 nChanged 35
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Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 68769 members 
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	Iteration 154Q: 3 clusters Score -5153521 nChanged 41
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	Iteration 155Q: 3 clusters Score -5153510 nChanged 39
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Mstep: Class 1 contains 11050 members 
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	Iteration 156Q: 3 clusters Score -5153500 nChanged 26
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Mstep: Class 1 contains 11028 members 
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	Iteration 157Q: 3 clusters Score -5153504 nChanged 12
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Mstep: Class 2 contains 68873 members 
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	Iteration 158Q: 3 clusters Score -5153503 nChanged 17
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	Iteration 159Q: 3 clusters Score -5153506 nChanged 24
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Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -5153491.500000 Penalty: 1027.246094
	Iteration 160F: 3 clusters Score -5153492 nChanged 27
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Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5153476 nChanged 34
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Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 68967 members 
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	Iteration 162Q: 3 clusters Score -5153476 nChanged 29
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Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5153452 nChanged 25
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Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5153444 nChanged 21
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Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5153414 nChanged 28
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Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5153390 nChanged 24
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Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5153374 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5153376 nChanged 23
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Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5153376 nChanged 14
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Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5153360 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5153362 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5153354 nChanged 4
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Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5153354 nChanged 8
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Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5153341 nChanged 8
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Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5153326 nChanged 5
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Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5153331 nChanged 7
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Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5153336 nChanged 8
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Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5153332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5153334 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5153346 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5153348 nChanged 4
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Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5153341 nChanged 2
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Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5153346 nChanged 7
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Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5153357 nChanged 10
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Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5153346 nChanged 10
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5153337 nChanged 7
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Mstep: Class 1 contains 10601 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5153340 nChanged 6
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Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5153328 nChanged 8
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Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5153329 nChanged 12
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Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5153336 nChanged 15
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Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5153340 nChanged 18
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Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5153351 nChanged 14
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Mstep: Class 1 contains 10528 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5153356 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5153340 nChanged 19
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Mstep: Class 1 contains 10490 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5153343 nChanged 12
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Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5153349 nChanged 15
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Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5153360 nChanged 19
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5153365 nChanged 22
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Mstep: Class 1 contains 10426 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5153372 nChanged 27
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Mstep: Class 1 contains 10401 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5153370 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5153392 nChanged 25
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5153391 nChanged 38
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Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5153410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5153403 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5153426 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5153434 nChanged 33
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Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5153431 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5153411 nChanged 31
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Mstep: Class 1 contains 10106 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5153416 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10080 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5153420 nChanged 25
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Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5153434 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10031 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5153432 nChanged 29
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Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5153422 nChanged 25
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Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5153442 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9941 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5153464 nChanged 46
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5153441 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9858 members 
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	Iteration 219Q: 3 clusters Score -5153446 nChanged 39
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Mstep: Class 1 contains 9819 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5153448 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9788 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5153438 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9764 members 
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	Iteration 222Q: 3 clusters Score -5153440 nChanged 29
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Mstep: Class 1 contains 9735 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5153446 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9709 members 
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	Iteration 224Q: 3 clusters Score -5153442 nChanged 17
Entering Unmasked Mstep 
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	Iteration 225Q: 3 clusters Score -5153448 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5153440 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 70241 members 
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	Iteration 227Q: 3 clusters Score -5153448 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 70266 members 
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	Iteration 228Q: 3 clusters Score -5153439 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 70285 members 
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	Iteration 229Q: 3 clusters Score -5153456 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5153454 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9573 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5153436 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5153434 nChanged 7
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Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5153426 nChanged 9
Entering Unmasked Mstep 
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	Iteration 234Q: 3 clusters Score -5153431 nChanged 8
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Mstep: Class 1 contains 9533 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5153424 nChanged 6
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Mstep: Class 1 contains 9527 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5153423 nChanged 7
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	Iteration 237Q: 3 clusters Score -5153423 nChanged 6
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5153430 nChanged 5
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Mstep: Class 2 contains 70382 members 
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	Iteration 239Q: 3 clusters Score -5153429 nChanged 11
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5153420 nChanged 10
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5153409 nChanged 11
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	Iteration 242Q: 3 clusters Score -5153405 nChanged 7
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	Iteration 243Q: 3 clusters Score -5153405 nChanged 5
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	Iteration 244Q: 3 clusters Score -5153402 nChanged 4
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	Iteration 245Q: 3 clusters Score -5153397 nChanged 2
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	Iteration 246Q: 3 clusters Score -5153400 nChanged 1
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	Iteration 247Q: 3 clusters Score -5153398 nChanged 1
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	Iteration 248Q: 3 clusters Score -5153402 nChanged 1
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	Iteration 249Q: 3 clusters Score -5153404 nChanged 1
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	Iteration 250Q: 3 clusters Score -5153410 nChanged 1
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	Iteration 251Q: 3 clusters Score -5153404 nChanged 2
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Mstep: Class 1 contains 9462 members 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5153404 nChanged 3
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Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5153406 nChanged 4
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 70436 members 
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	Iteration 254Q: 3 clusters Score -5153397 nChanged 7
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	Iteration 255Q: 3 clusters Score -5153401 nChanged 6
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5153406 nChanged 5
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Mstep: Class 1 contains 9437 members 
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5153396 nChanged 6
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Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -5153403.000000 Penalty: 1027.246094
	Iteration 258Q: 3 clusters Score -5153403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -5153412.000000 Penalty: 1027.246094
	Iteration 259Q: 3 clusters Score -5153412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -5153409.500000 Penalty: 1027.246094
	Iteration 260F: 3 clusters Score -5153410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -5153409.000000 Penalty: 1027.246094
	Iteration 261Q: 3 clusters Score -5153409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -5153394.500000 Penalty: 1027.246094
	Iteration 262Q: 3 clusters Score -5153394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -5153397.500000 Penalty: 1027.246094
	Iteration 263Q: 3 clusters Score -5153398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -5153387.500000 Penalty: 1027.246094
	Iteration 264Q: 3 clusters Score -5153388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -5153386.000000 Penalty: 1027.246094
	Iteration 265Q: 3 clusters Score -5153386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -5153388.500000 Penalty: 1027.246094
	Iteration 266Q: 3 clusters Score -5153388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -5153382.000000 Penalty: 1027.246094
	Iteration 267Q: 3 clusters Score -5153382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -5153383.000000 Penalty: 1027.246094
	Iteration 268Q: 3 clusters Score -5153383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -5153378.500000 Penalty: 1027.246094
	Iteration 269Q: 3 clusters Score -5153378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -5153381.000000 Penalty: 1027.246094
	Iteration 270Q: 3 clusters Score -5153381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -5153382.000000 Penalty: 1027.246094
	Iteration 271Q: 3 clusters Score -5153382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -5153382.000000 Penalty: 1027.246094
	Iteration 272F: 3 clusters Score -5153382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 10198 members 
Mstep: Class 9 contains 62250 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 72226 members 
Entering Unmasked Estep 
Score: -42165704.000000 Penalty: 10406.789062
Splitting cluster 1 changes total score from -42162608.000000 to -42165704.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -236022.203125 Penalty: 379.501587
	Iteration 0F: 2 clusters Score -236022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -233216.593750 Penalty: 759.003174
	Iteration 0F: 3 clusters Score -233216.6 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -234359.921875 Penalty: 759.003174
	Iteration 1F: 3 clusters Score -234359.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -234551.828125 Penalty: 759.003174
	Iteration 2F: 3 clusters Score -234551.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -234773.406250 Penalty: 759.003174
	Iteration 3F: 3 clusters Score -234773.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -235027.578125 Penalty: 759.003174
	Iteration 4F: 3 clusters Score -235027.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -235272.453125 Penalty: 759.003174
	Iteration 5F: 3 clusters Score -235272.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -235452.718750 Penalty: 759.003174
	Iteration 6F: 3 clusters Score -235452.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -235555.421875 Penalty: 759.003174
	Iteration 7Q: 3 clusters Score -235555.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -235640.937500 Penalty: 759.003174
	Iteration 8Q: 3 clusters Score -235640.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -235705.250000 Penalty: 759.003174
	Iteration 9Q: 3 clusters Score -235705.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -235752.421875 Penalty: 759.003174
	Iteration 10Q: 3 clusters Score -235752.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -235782.890625 Penalty: 759.003174
	Iteration 11Q: 3 clusters Score -235782.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -235802.265625 Penalty: 759.003174
	Iteration 12Q: 3 clusters Score -235802.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -235813.437500 Penalty: 759.003174
	Iteration 13Q: 3 clusters Score -235813.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -235819.656250 Penalty: 759.003174
	Iteration 14Q: 3 clusters Score -235819.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -235823.484375 Penalty: 759.003174
	Iteration 15Q: 3 clusters Score -235823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -235826.859375 Penalty: 759.003174
	Iteration 16Q: 3 clusters Score -235826.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -235829.796875 Penalty: 759.003174
	Iteration 17Q: 3 clusters Score -235829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -235833.953125 Penalty: 759.003174
	Iteration 18Q: 3 clusters Score -235834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -235837.171875 Penalty: 759.003174
	Iteration 19Q: 3 clusters Score -235837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -235839.937500 Penalty: 759.003174
	Iteration 20F: 3 clusters Score -235839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -235841.078125 Penalty: 759.003174
	Iteration 21Q: 3 clusters Score -235841.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -235841.671875 Penalty: 759.003174
	Iteration 22Q: 3 clusters Score -235841.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -235843.531250 Penalty: 759.003174
	Iteration 23Q: 3 clusters Score -235843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -235844.796875 Penalty: 759.003174
	Iteration 24Q: 3 clusters Score -235844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -235846.078125 Penalty: 759.003174
	Iteration 25Q: 3 clusters Score -235846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -235846.062500 Penalty: 759.003174
	Iteration 26Q: 3 clusters Score -235846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -235846.125000 Penalty: 759.003174
	Iteration 27Q: 3 clusters Score -235846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -235846.531250 Penalty: 759.003174
	Iteration 28Q: 3 clusters Score -235846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -235846.484375 Penalty: 759.003174
	Iteration 29Q: 3 clusters Score -235846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -235846.703125 Penalty: 759.003174
	Iteration 30Q: 3 clusters Score -235846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -235847.078125 Penalty: 759.003174
	Iteration 31Q: 3 clusters Score -235847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -235847.078125 Penalty: 759.003174
	Iteration 32F: 3 clusters Score -235847.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Entering Unmasked Estep 
Score: -5334853.500000 Penalty: 516.760864
	Iteration 0F: 2 clusters Score -5334854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -5284003.500000 Penalty: 1033.521729
	Iteration 0F: 3 clusters Score -5284004 nChanged 41878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5312698.500000 Penalty: 1033.521729
	Iteration 1F: 3 clusters Score -5312698 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -5317705.000000 Penalty: 1033.521729
	Iteration 2F: 3 clusters Score -5317705 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -5324668.500000 Penalty: 1033.521729
	Iteration 3F: 3 clusters Score -5324668 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -5330831.500000 Penalty: 1033.521729
	Iteration 4F: 3 clusters Score -5330832 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -5334169.000000 Penalty: 1033.521729
	Iteration 5Q: 3 clusters Score -5334169 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -5335698.500000 Penalty: 1033.521729
	Iteration 6Q: 3 clusters Score -5335698 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -5336588.500000 Penalty: 1033.521729
	Iteration 7Q: 3 clusters Score -5336588 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -5337328.000000 Penalty: 1033.521729
	Iteration 8Q: 3 clusters Score -5337328 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -5337872.500000 Penalty: 1033.521729
	Iteration 9Q: 3 clusters Score -5337872 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -5338210.000000 Penalty: 1033.521729
	Iteration 10Q: 3 clusters Score -5338210 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -5338365.000000 Penalty: 1033.521729
	Iteration 11Q: 3 clusters Score -5338365 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -5338333.500000 Penalty: 1033.521729
	Iteration 12Q: 3 clusters Score -5338334 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -5338285.500000 Penalty: 1033.521729
	Iteration 13Q: 3 clusters Score -5338286 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -5338162.000000 Penalty: 1033.521729
	Iteration 14Q: 3 clusters Score -5338162 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -5337865.000000 Penalty: 1033.521729
	Iteration 15Q: 3 clusters Score -5337865 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -5337573.000000 Penalty: 1033.521729
	Iteration 16Q: 3 clusters Score -5337573 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -5337282.000000 Penalty: 1033.521729
	Iteration 17Q: 3 clusters Score -5337282 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -5336903.000000 Penalty: 1033.521729
	Iteration 18Q: 3 clusters Score -5336903 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -5336522.500000 Penalty: 1033.521729
	Iteration 19Q: 3 clusters Score -5336522 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -5336245.000000 Penalty: 1033.521729
	Iteration 20F: 3 clusters Score -5336245 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -5335961.500000 Penalty: 1033.521729
	Iteration 21Q: 3 clusters Score -5335962 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -5335729.500000 Penalty: 1033.521729
	Iteration 22Q: 3 clusters Score -5335730 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -5335481.000000 Penalty: 1033.521729
	Iteration 23Q: 3 clusters Score -5335481 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -5335323.500000 Penalty: 1033.521729
	Iteration 24Q: 3 clusters Score -5335324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -5335200.000000 Penalty: 1033.521729
	Iteration 25Q: 3 clusters Score -5335200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -5335074.500000 Penalty: 1033.521729
	Iteration 26Q: 3 clusters Score -5335074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -5335017.000000 Penalty: 1033.521729
	Iteration 27Q: 3 clusters Score -5335017 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -5334953.000000 Penalty: 1033.521729
	Iteration 28Q: 3 clusters Score -5334953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -5334908.500000 Penalty: 1033.521729
	Iteration 29Q: 3 clusters Score -5334908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -5334896.000000 Penalty: 1033.521729
	Iteration 30Q: 3 clusters Score -5334896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -5334862.500000 Penalty: 1033.521729
	Iteration 31Q: 3 clusters Score -5334862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -5334857.000000 Penalty: 1033.521729
	Iteration 32Q: 3 clusters Score -5334857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -5334846.000000 Penalty: 1033.521729
	Iteration 33Q: 3 clusters Score -5334846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -5334827.000000 Penalty: 1033.521729
	Iteration 34Q: 3 clusters Score -5334827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -5334823.000000 Penalty: 1033.521729
	Iteration 35Q: 3 clusters Score -5334823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -5334787.000000 Penalty: 1033.521729
	Iteration 36Q: 3 clusters Score -5334787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -5334785.500000 Penalty: 1033.521729
	Iteration 37Q: 3 clusters Score -5334786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -5334777.500000 Penalty: 1033.521729
	Iteration 38Q: 3 clusters Score -5334778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -5334785.000000 Penalty: 1033.521729
	Iteration 39Q: 3 clusters Score -5334785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -5334773.500000 Penalty: 1033.521729
	Iteration 40F: 3 clusters Score -5334774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -5334769.500000 Penalty: 1033.521729
	Iteration 41Q: 3 clusters Score -5334770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -5334766.000000 Penalty: 1033.521729
	Iteration 42Q: 3 clusters Score -5334766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -5334759.000000 Penalty: 1033.521729
	Iteration 43Q: 3 clusters Score -5334759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -5334765.500000 Penalty: 1033.521729
	Iteration 44Q: 3 clusters Score -5334766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -5334764.000000 Penalty: 1033.521729
	Iteration 45Q: 3 clusters Score -5334764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -5334763.000000 Penalty: 1033.521729
	Iteration 46Q: 3 clusters Score -5334763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -5334762.500000 Penalty: 1033.521729
	Iteration 47Q: 3 clusters Score -5334762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -5334763.000000 Penalty: 1033.521729
	Iteration 48Q: 3 clusters Score -5334763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -5334760.500000 Penalty: 1033.521729
	Iteration 49Q: 3 clusters Score -5334760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -5334760.500000 Penalty: 1033.521729
	Iteration 50F: 3 clusters Score -5334760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -52520.964844 Penalty: 315.691925
	Iteration 0F: 2 clusters Score -52520.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -51676.753906 Penalty: 631.383850
	Iteration 0F: 3 clusters Score -51676.75 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -51956.472656 Penalty: 631.383850
	Iteration 1F: 3 clusters Score -51956.47 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -52074.187500 Penalty: 631.383850
	Iteration 2F: 3 clusters Score -52074.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -52193.250000 Penalty: 631.383850
	Iteration 3F: 3 clusters Score -52193.25 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -52267.117188 Penalty: 631.383850
	Iteration 4F: 3 clusters Score -52267.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -52314.679688 Penalty: 631.383850
	Iteration 5Q: 3 clusters Score -52314.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -52350.421875 Penalty: 631.383850
	Iteration 6Q: 3 clusters Score -52350.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -52373.863281 Penalty: 631.383850
	Iteration 7Q: 3 clusters Score -52373.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -52384.796875 Penalty: 631.383850
	Iteration 8Q: 3 clusters Score -52384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -52397.789062 Penalty: 631.383850
	Iteration 9Q: 3 clusters Score -52397.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -52402.304688 Penalty: 631.383850
	Iteration 10Q: 3 clusters Score -52402.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -52406.750000 Penalty: 631.383850
	Iteration 11Q: 3 clusters Score -52406.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -52408.421875 Penalty: 631.383850
	Iteration 12Q: 3 clusters Score -52408.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -52408.804688 Penalty: 631.383850
	Iteration 13Q: 3 clusters Score -52408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -52408.898438 Penalty: 631.383850
	Iteration 14Q: 3 clusters Score -52408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -52408.898438 Penalty: 631.383850
	Iteration 15F: 3 clusters Score -52408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Entering Unmasked Estep 
Score: -4115856.750000 Penalty: 503.832489
	Iteration 0F: 2 clusters Score -4115857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4073507.750000 Penalty: 1007.664978
	Iteration 0F: 3 clusters Score -4073508 nChanged 31502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4092541.500000 Penalty: 1007.664978
	Iteration 1F: 3 clusters Score -4092542 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4093316.750000 Penalty: 1007.664978
	Iteration 2Q: 3 clusters Score -4093317 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4094470.250000 Penalty: 1007.664978
	Iteration 3Q: 3 clusters Score -4094470 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4096330.000000 Penalty: 1007.664978
	Iteration 4F: 3 clusters Score -4096330 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4099106.250000 Penalty: 1007.664978
	Iteration 5F: 3 clusters Score -4099106 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4102514.250000 Penalty: 1007.664978
	Iteration 6F: 3 clusters Score -4102514 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4104874.250000 Penalty: 1007.664978
	Iteration 7F: 3 clusters Score -4104874 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4105659.750000 Penalty: 1007.664978
	Iteration 8Q: 3 clusters Score -4105660 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4105894.500000 Penalty: 1007.664978
	Iteration 9Q: 3 clusters Score -4105894 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4106053.750000 Penalty: 1007.664978
	Iteration 10Q: 3 clusters Score -4106054 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4106228.000000 Penalty: 1007.664978
	Iteration 11Q: 3 clusters Score -4106228 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4106366.500000 Penalty: 1007.664978
	Iteration 12Q: 3 clusters Score -4106366 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4106506.500000 Penalty: 1007.664978
	Iteration 13Q: 3 clusters Score -4106506 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4106643.000000 Penalty: 1007.664978
	Iteration 14Q: 3 clusters Score -4106643 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4106828.500000 Penalty: 1007.664978
	Iteration 15Q: 3 clusters Score -4106828 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4106996.500000 Penalty: 1007.664978
	Iteration 16Q: 3 clusters Score -4106996 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4107165.250000 Penalty: 1007.664978
	Iteration 17Q: 3 clusters Score -4107165 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4107340.500000 Penalty: 1007.664978
	Iteration 18Q: 3 clusters Score -4107340 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4107556.750000 Penalty: 1007.664978
	Iteration 19Q: 3 clusters Score -4107557 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4107781.750000 Penalty: 1007.664978
	Iteration 20F: 3 clusters Score -4107782 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4108043.250000 Penalty: 1007.664978
	Iteration 21Q: 3 clusters Score -4108043 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4108310.250000 Penalty: 1007.664978
	Iteration 22Q: 3 clusters Score -4108310 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4108551.250000 Penalty: 1007.664978
	Iteration 23Q: 3 clusters Score -4108551 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4108872.250000 Penalty: 1007.664978
	Iteration 24Q: 3 clusters Score -4108872 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -4109213.250000 Penalty: 1007.664978
	Iteration 25Q: 3 clusters Score -4109213 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4109529.250000 Penalty: 1007.664978
	Iteration 26Q: 3 clusters Score -4109529 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -4109861.750000 Penalty: 1007.664978
	Iteration 27Q: 3 clusters Score -4109862 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -4110154.750000 Penalty: 1007.664978
	Iteration 28Q: 3 clusters Score -4110155 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4110423.000000 Penalty: 1007.664978
	Iteration 29Q: 3 clusters Score -4110423 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -4110668.000000 Penalty: 1007.664978
	Iteration 30Q: 3 clusters Score -4110668 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -4110862.000000 Penalty: 1007.664978
	Iteration 31Q: 3 clusters Score -4110862 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -4111106.250000 Penalty: 1007.664978
	Iteration 32Q: 3 clusters Score -4111106 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -4111297.000000 Penalty: 1007.664978
	Iteration 33Q: 3 clusters Score -4111297 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -4111476.250000 Penalty: 1007.664978
	Iteration 34Q: 3 clusters Score -4111476 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -4111654.250000 Penalty: 1007.664978
	Iteration 35Q: 3 clusters Score -4111654 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -4111860.500000 Penalty: 1007.664978
	Iteration 36Q: 3 clusters Score -4111860 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -4112028.000000 Penalty: 1007.664978
	Iteration 37Q: 3 clusters Score -4112028 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -4112183.000000 Penalty: 1007.664978
	Iteration 38Q: 3 clusters Score -4112183 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -4112354.500000 Penalty: 1007.664978
	Iteration 39Q: 3 clusters Score -4112354 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -4112506.250000 Penalty: 1007.664978
	Iteration 40F: 3 clusters Score -4112506 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -4112646.500000 Penalty: 1007.664978
	Iteration 41Q: 3 clusters Score -4112646 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -4112731.500000 Penalty: 1007.664978
	Iteration 42Q: 3 clusters Score -4112732 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -4112862.000000 Penalty: 1007.664978
	Iteration 43Q: 3 clusters Score -4112862 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -4112957.750000 Penalty: 1007.664978
	Iteration 44Q: 3 clusters Score -4112958 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -4113064.500000 Penalty: 1007.664978
	Iteration 45Q: 3 clusters Score -4113064 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -4113156.500000 Penalty: 1007.664978
	Iteration 46Q: 3 clusters Score -4113156 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -4113286.000000 Penalty: 1007.664978
	Iteration 47Q: 3 clusters Score -4113286 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -4113381.250000 Penalty: 1007.664978
	Iteration 48Q: 3 clusters Score -4113381 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -4113479.250000 Penalty: 1007.664978
	Iteration 49Q: 3 clusters Score -4113479 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -4113580.250000 Penalty: 1007.664978
	Iteration 50Q: 3 clusters Score -4113580 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -4113711.750000 Penalty: 1007.664978
	Iteration 51Q: 3 clusters Score -4113712 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -4113857.000000 Penalty: 1007.664978
	Iteration 52Q: 3 clusters Score -4113857 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -4113941.750000 Penalty: 1007.664978
	Iteration 53Q: 3 clusters Score -4113942 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -4114034.250000 Penalty: 1007.664978
	Iteration 54Q: 3 clusters Score -4114034 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -4114112.750000 Penalty: 1007.664978
	Iteration 55Q: 3 clusters Score -4114113 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -4114178.750000 Penalty: 1007.664978
	Iteration 56Q: 3 clusters Score -4114179 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -4114247.750000 Penalty: 1007.664978
	Iteration 57Q: 3 clusters Score -4114248 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -4114310.750000 Penalty: 1007.664978
	Iteration 58Q: 3 clusters Score -4114311 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -4114381.500000 Penalty: 1007.664978
	Iteration 59Q: 3 clusters Score -4114382 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -4114457.000000 Penalty: 1007.664978
	Iteration 60F: 3 clusters Score -4114457 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -4114529.250000 Penalty: 1007.664978
	Iteration 61Q: 3 clusters Score -4114529 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7382 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4115017 nChanged 306
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4115076 nChanged 275
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Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4115130 nChanged 267
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Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4115170 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4115229 nChanged 238
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Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4115242 nChanged 217
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4115270 nChanged 222
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4115295 nChanged 197
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Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4115315 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4115325 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4115330 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4115322 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4115345 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4115362 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4115360 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4115376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4115402 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4115416 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4115422 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4115434 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4115444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4115468 nChanged 89
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Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4115477 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4115494 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4115498 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4115514 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4115527 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4115542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4115572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4115584 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4115592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4115610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -4115612.500000 Penalty: 1007.664978
	Iteration 100F: 3 clusters Score -4115612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4115616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -4115618.000000 Penalty: 1007.664978
	Iteration 102Q: 3 clusters Score -4115618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4115622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4115634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4115638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4115634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4115634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4115638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4115641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4115637 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -4115639.000000 Penalty: 1007.664978
	Iteration 111Q: 3 clusters Score -4115639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4115638 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -4115630.500000 Penalty: 1007.664978
	Iteration 113Q: 3 clusters Score -4115630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -4115631.000000 Penalty: 1007.664978
	Iteration 114Q: 3 clusters Score -4115631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4115631 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4115629 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4115632 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4115619 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4115620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -4115616.750000 Penalty: 1007.664978
	Iteration 120F: 3 clusters Score -4115617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -4115613.000000 Penalty: 1007.664978
	Iteration 121Q: 3 clusters Score -4115613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4115616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4115620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -4115618.250000 Penalty: 1007.664978
	Iteration 124Q: 3 clusters Score -4115618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4115618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -4115611.750000 Penalty: 1007.664978
	Iteration 126Q: 3 clusters Score -4115612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -4115614.750000 Penalty: 1007.664978
	Iteration 127Q: 3 clusters Score -4115615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4115609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4115618 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4115618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -4115617.000000 Penalty: 1007.664978
	Iteration 131Q: 3 clusters Score -4115617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4115617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4115614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4115616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -4115621.000000 Penalty: 1007.664978
	Iteration 135Q: 3 clusters Score -4115621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -4115620.500000 Penalty: 1007.664978
	Iteration 136Q: 3 clusters Score -4115620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -4115623.250000 Penalty: 1007.664978
	Iteration 137Q: 3 clusters Score -4115623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4115623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -4115622.250000 Penalty: 1007.664978
	Iteration 139Q: 3 clusters Score -4115622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4115622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4115624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4115621 nChanged 0
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Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
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	Iteration 143F: 3 clusters Score -4115621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44978 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2970887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2941975 nChanged 21782
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Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2955072 nChanged 2127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2955814 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2956760 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2957972.250000 Penalty: 974.967529
	Iteration 4F: 3 clusters Score -2957972 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2959336.500000 Penalty: 974.967529
	Iteration 5F: 3 clusters Score -2959336 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2960890.750000 Penalty: 974.967529
	Iteration 6F: 3 clusters Score -2960891 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2962585.000000 Penalty: 974.967529
	Iteration 7Q: 3 clusters Score -2962585 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2964132.000000 Penalty: 974.967529
	Iteration 8Q: 3 clusters Score -2964132 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2965137.750000 Penalty: 974.967529
	Iteration 9Q: 3 clusters Score -2965138 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2965631.500000 Penalty: 974.967529
	Iteration 10Q: 3 clusters Score -2965632 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2965867.000000 Penalty: 974.967529
	Iteration 11Q: 3 clusters Score -2965867 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2966020.750000 Penalty: 974.967529
	Iteration 12Q: 3 clusters Score -2966021 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2966193.750000 Penalty: 974.967529
	Iteration 13Q: 3 clusters Score -2966194 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2966358.500000 Penalty: 974.967529
	Iteration 14Q: 3 clusters Score -2966358 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2966499.000000 Penalty: 974.967529
	Iteration 15Q: 3 clusters Score -2966499 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2966666.250000 Penalty: 974.967529
	Iteration 16Q: 3 clusters Score -2966666 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2966805.000000 Penalty: 974.967529
	Iteration 17Q: 3 clusters Score -2966805 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2966969.500000 Penalty: 974.967529
	Iteration 18Q: 3 clusters Score -2966970 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2967114.250000 Penalty: 974.967529
	Iteration 19Q: 3 clusters Score -2967114 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2967297.750000 Penalty: 974.967529
	Iteration 20F: 3 clusters Score -2967298 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2967475.500000 Penalty: 974.967529
	Iteration 21Q: 3 clusters Score -2967476 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2967686.250000 Penalty: 974.967529
	Iteration 22Q: 3 clusters Score -2967686 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2967841.250000 Penalty: 974.967529
	Iteration 23Q: 3 clusters Score -2967841 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2967956.500000 Penalty: 974.967529
	Iteration 24Q: 3 clusters Score -2967956 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2968121.250000 Penalty: 974.967529
	Iteration 25Q: 3 clusters Score -2968121 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2968346.500000 Penalty: 974.967529
	Iteration 26Q: 3 clusters Score -2968346 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2968601.500000 Penalty: 974.967529
	Iteration 27Q: 3 clusters Score -2968602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2968841.000000 Penalty: 974.967529
	Iteration 28Q: 3 clusters Score -2968841 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2969002.500000 Penalty: 974.967529
	Iteration 29Q: 3 clusters Score -2969002 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2969212.000000 Penalty: 974.967529
	Iteration 30Q: 3 clusters Score -2969212 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2969354.000000 Penalty: 974.967529
	Iteration 31Q: 3 clusters Score -2969354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2969512.250000 Penalty: 974.967529
	Iteration 32Q: 3 clusters Score -2969512 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2969631.750000 Penalty: 974.967529
	Iteration 33Q: 3 clusters Score -2969632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2969755.500000 Penalty: 974.967529
	Iteration 34Q: 3 clusters Score -2969756 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2969860.250000 Penalty: 974.967529
	Iteration 35Q: 3 clusters Score -2969860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2969924.250000 Penalty: 974.967529
	Iteration 36Q: 3 clusters Score -2969924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2969990.000000 Penalty: 974.967529
	Iteration 37Q: 3 clusters Score -2969990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2969994.750000 Penalty: 974.967529
	Iteration 38Q: 3 clusters Score -2969995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2970060.750000 Penalty: 974.967529
	Iteration 39Q: 3 clusters Score -2970061 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2970116.250000 Penalty: 974.967529
	Iteration 40F: 3 clusters Score -2970116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2970165.750000 Penalty: 974.967529
	Iteration 41Q: 3 clusters Score -2970166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2970201.000000 Penalty: 974.967529
	Iteration 42Q: 3 clusters Score -2970201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2970226.750000 Penalty: 974.967529
	Iteration 43Q: 3 clusters Score -2970227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2970274.250000 Penalty: 974.967529
	Iteration 44Q: 3 clusters Score -2970274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2970302.500000 Penalty: 974.967529
	Iteration 45Q: 3 clusters Score -2970302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2970312.500000 Penalty: 974.967529
	Iteration 46Q: 3 clusters Score -2970312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2970342.500000 Penalty: 974.967529
	Iteration 47Q: 3 clusters Score -2970342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2970351.000000 Penalty: 974.967529
	Iteration 48Q: 3 clusters Score -2970351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2970367.250000 Penalty: 974.967529
	Iteration 49Q: 3 clusters Score -2970367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2970372.750000 Penalty: 974.967529
	Iteration 50Q: 3 clusters Score -2970373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2970386.250000 Penalty: 974.967529
	Iteration 51Q: 3 clusters Score -2970386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2970395.500000 Penalty: 974.967529
	Iteration 52Q: 3 clusters Score -2970396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2970397.500000 Penalty: 974.967529
	Iteration 53Q: 3 clusters Score -2970398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2970399.750000 Penalty: 974.967529
	Iteration 54Q: 3 clusters Score -2970400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2970401.500000 Penalty: 974.967529
	Iteration 55Q: 3 clusters Score -2970402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2970401.250000 Penalty: 974.967529
	Iteration 56Q: 3 clusters Score -2970401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2970401.250000 Penalty: 974.967529
	Iteration 57F: 3 clusters Score -2970401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Entering Unmasked Estep 
Score: -591854.062500 Penalty: 419.962585
	Iteration 0F: 2 clusters Score -591854.1 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 5130 members 
Entering Unmasked Estep 
Score: -585026.937500 Penalty: 839.925171
	Iteration 0F: 3 clusters Score -585026.9 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -587964.875000 Penalty: 839.925171
	Iteration 1F: 3 clusters Score -587964.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -588455.062500 Penalty: 839.925171
	Iteration 2F: 3 clusters Score -588455.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -589361.687500 Penalty: 839.925171
	Iteration 3F: 3 clusters Score -589361.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -590707.187500 Penalty: 839.925171
	Iteration 4F: 3 clusters Score -590707.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -591859.125000 Penalty: 839.925171
	Iteration 5F: 3 clusters Score -591859.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -592425.062500 Penalty: 839.925171
	Iteration 6F: 3 clusters Score -592425.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -592651.062500 Penalty: 839.925171
	Iteration 7Q: 3 clusters Score -592651.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -592748.250000 Penalty: 839.925171
	Iteration 8Q: 3 clusters Score -592748.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -592821.125000 Penalty: 839.925171
	Iteration 9Q: 3 clusters Score -592821.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -592878.625000 Penalty: 839.925171
	Iteration 10Q: 3 clusters Score -592878.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -592906.187500 Penalty: 839.925171
	Iteration 11Q: 3 clusters Score -592906.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -592927.062500 Penalty: 839.925171
	Iteration 12Q: 3 clusters Score -592927.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -592943.250000 Penalty: 839.925171
	Iteration 13Q: 3 clusters Score -592943.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -592950.812500 Penalty: 839.925171
	Iteration 14Q: 3 clusters Score -592950.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -592956.625000 Penalty: 839.925171
	Iteration 15Q: 3 clusters Score -592956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -592960.500000 Penalty: 839.925171
	Iteration 16Q: 3 clusters Score -592960.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -592963.812500 Penalty: 839.925171
	Iteration 17Q: 3 clusters Score -592963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -592972.000000 Penalty: 839.925171
	Iteration 18Q: 3 clusters Score -592972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -592974.812500 Penalty: 839.925171
	Iteration 19Q: 3 clusters Score -592974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -592975.750000 Penalty: 839.925171
	Iteration 20F: 3 clusters Score -592975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -592977.187500 Penalty: 839.925171
	Iteration 21Q: 3 clusters Score -592977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -592978.375000 Penalty: 839.925171
	Iteration 22Q: 3 clusters Score -592978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -592977.500000 Penalty: 839.925171
	Iteration 23Q: 3 clusters Score -592977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -592977.500000 Penalty: 839.925171
	Iteration 24F: 3 clusters Score -592977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 62250 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 72226 members 
Entering Unmasked Estep 
Score: -42166732.000000 Penalty: 11018.953125
Splitting cluster 8 changes total score from -42162608.000000 to -42166732.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (62250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Entering Unmasked Estep 
Score: -3805112.250000 Penalty: 502.270569
	Iteration 0F: 2 clusters Score -3805112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3763115.750000 Penalty: 1004.541138
	Iteration 0F: 3 clusters Score -3763116 nChanged 30417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -3782612.500000 Penalty: 1004.541138
	Iteration 1F: 3 clusters Score -3782612 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -3783859.250000 Penalty: 1004.541138
	Iteration 2Q: 3 clusters Score -3783859 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3785638.750000 Penalty: 1004.541138
	Iteration 3F: 3 clusters Score -3785639 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -3788223.750000 Penalty: 1004.541138
	Iteration 4F: 3 clusters Score -3788224 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -3791336.750000 Penalty: 1004.541138
	Iteration 5F: 3 clusters Score -3791337 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3794433.750000 Penalty: 1004.541138
	Iteration 6F: 3 clusters Score -3794434 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -3797206.000000 Penalty: 1004.541138
	Iteration 7F: 3 clusters Score -3797206 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -3799554.000000 Penalty: 1004.541138
	Iteration 8Q: 3 clusters Score -3799554 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -3801372.500000 Penalty: 1004.541138
	Iteration 9Q: 3 clusters Score -3801372 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -3802378.750000 Penalty: 1004.541138
	Iteration 10Q: 3 clusters Score -3802379 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -3802963.250000 Penalty: 1004.541138
	Iteration 11Q: 3 clusters Score -3802963 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -3803319.250000 Penalty: 1004.541138
	Iteration 12Q: 3 clusters Score -3803319 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -3803545.250000 Penalty: 1004.541138
	Iteration 13Q: 3 clusters Score -3803545 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -3803732.250000 Penalty: 1004.541138
	Iteration 14Q: 3 clusters Score -3803732 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -3803872.000000 Penalty: 1004.541138
	Iteration 15Q: 3 clusters Score -3803872 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -3804011.500000 Penalty: 1004.541138
	Iteration 16Q: 3 clusters Score -3804012 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -3804111.250000 Penalty: 1004.541138
	Iteration 17Q: 3 clusters Score -3804111 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -3804230.500000 Penalty: 1004.541138
	Iteration 18Q: 3 clusters Score -3804230 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -3804360.250000 Penalty: 1004.541138
	Iteration 19Q: 3 clusters Score -3804360 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -3804450.000000 Penalty: 1004.541138
	Iteration 20F: 3 clusters Score -3804450 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -3804560.000000 Penalty: 1004.541138
	Iteration 21Q: 3 clusters Score -3804560 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -3804687.000000 Penalty: 1004.541138
	Iteration 22Q: 3 clusters Score -3804687 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -3804807.000000 Penalty: 1004.541138
	Iteration 23Q: 3 clusters Score -3804807 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -3804859.000000 Penalty: 1004.541138
	Iteration 24Q: 3 clusters Score -3804859 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -3804904.000000 Penalty: 1004.541138
	Iteration 25Q: 3 clusters Score -3804904 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -3804971.500000 Penalty: 1004.541138
	Iteration 26Q: 3 clusters Score -3804972 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -3805021.500000 Penalty: 1004.541138
	Iteration 27Q: 3 clusters Score -3805022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -3805050.750000 Penalty: 1004.541138
	Iteration 28Q: 3 clusters Score -3805051 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -3805095.000000 Penalty: 1004.541138
	Iteration 29Q: 3 clusters Score -3805095 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -3805111.000000 Penalty: 1004.541138
	Iteration 30Q: 3 clusters Score -3805111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -3805120.750000 Penalty: 1004.541138
	Iteration 31Q: 3 clusters Score -3805121 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -3805142.500000 Penalty: 1004.541138
	Iteration 32Q: 3 clusters Score -3805142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -3805167.250000 Penalty: 1004.541138
	Iteration 33Q: 3 clusters Score -3805167 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -3805191.750000 Penalty: 1004.541138
	Iteration 34Q: 3 clusters Score -3805192 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -3805199.500000 Penalty: 1004.541138
	Iteration 35Q: 3 clusters Score -3805200 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -3805211.250000 Penalty: 1004.541138
	Iteration 36Q: 3 clusters Score -3805211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -3805214.000000 Penalty: 1004.541138
	Iteration 37Q: 3 clusters Score -3805214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -3805228.000000 Penalty: 1004.541138
	Iteration 38Q: 3 clusters Score -3805228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -3805232.000000 Penalty: 1004.541138
	Iteration 39Q: 3 clusters Score -3805232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -3805224.000000 Penalty: 1004.541138
	Iteration 40F: 3 clusters Score -3805224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -3805231.500000 Penalty: 1004.541138
	Iteration 41Q: 3 clusters Score -3805232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -3805244.750000 Penalty: 1004.541138
	Iteration 42Q: 3 clusters Score -3805245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -3805241.750000 Penalty: 1004.541138
	Iteration 43Q: 3 clusters Score -3805242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -3805255.000000 Penalty: 1004.541138
	Iteration 44Q: 3 clusters Score -3805255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -3805254.750000 Penalty: 1004.541138
	Iteration 45Q: 3 clusters Score -3805255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -3805254.500000 Penalty: 1004.541138
	Iteration 46Q: 3 clusters Score -3805254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -3805245.750000 Penalty: 1004.541138
	Iteration 47Q: 3 clusters Score -3805246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -3805255.750000 Penalty: 1004.541138
	Iteration 48Q: 3 clusters Score -3805256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -3805249.500000 Penalty: 1004.541138
	Iteration 49Q: 3 clusters Score -3805250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -3805254.250000 Penalty: 1004.541138
	Iteration 50Q: 3 clusters Score -3805254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -3805256.500000 Penalty: 1004.541138
	Iteration 51Q: 3 clusters Score -3805256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -3805251.500000 Penalty: 1004.541138
	Iteration 52Q: 3 clusters Score -3805252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -3805250.250000 Penalty: 1004.541138
	Iteration 53Q: 3 clusters Score -3805250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -3805251.500000 Penalty: 1004.541138
	Iteration 54Q: 3 clusters Score -3805252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -3805253.250000 Penalty: 1004.541138
	Iteration 55Q: 3 clusters Score -3805253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -3805251.750000 Penalty: 1004.541138
	Iteration 56Q: 3 clusters Score -3805252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -3805250.750000 Penalty: 1004.541138
	Iteration 57Q: 3 clusters Score -3805251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -3805256.250000 Penalty: 1004.541138
	Iteration 58Q: 3 clusters Score -3805256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -3805260.250000 Penalty: 1004.541138
	Iteration 59Q: 3 clusters Score -3805260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -3805264.750000 Penalty: 1004.541138
	Iteration 60F: 3 clusters Score -3805265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -3805262.750000 Penalty: 1004.541138
	Iteration 61Q: 3 clusters Score -3805263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -3805264.250000 Penalty: 1004.541138
	Iteration 62Q: 3 clusters Score -3805264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -3805262.750000 Penalty: 1004.541138
	Iteration 63Q: 3 clusters Score -3805263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -3805268.500000 Penalty: 1004.541138
	Iteration 64Q: 3 clusters Score -3805268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -3805273.250000 Penalty: 1004.541138
	Iteration 65Q: 3 clusters Score -3805273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -3805272.500000 Penalty: 1004.541138
	Iteration 66Q: 3 clusters Score -3805272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -3805273.750000 Penalty: 1004.541138
	Iteration 67Q: 3 clusters Score -3805274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -3805270.000000 Penalty: 1004.541138
	Iteration 68Q: 3 clusters Score -3805270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -3805273.250000 Penalty: 1004.541138
	Iteration 69Q: 3 clusters Score -3805273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -3805272.750000 Penalty: 1004.541138
	Iteration 70Q: 3 clusters Score -3805273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -3805271.000000 Penalty: 1004.541138
	Iteration 71Q: 3 clusters Score -3805271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -3805273.000000 Penalty: 1004.541138
	Iteration 72Q: 3 clusters Score -3805273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -3805271.250000 Penalty: 1004.541138
	Iteration 73Q: 3 clusters Score -3805271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -3805268.750000 Penalty: 1004.541138
	Iteration 74Q: 3 clusters Score -3805269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -3805269.250000 Penalty: 1004.541138
	Iteration 75Q: 3 clusters Score -3805269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -3805269.250000 Penalty: 1004.541138
	Iteration 76Q: 3 clusters Score -3805269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -3805268.500000 Penalty: 1004.541138
	Iteration 77Q: 3 clusters Score -3805268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -3805271.750000 Penalty: 1004.541138
	Iteration 78Q: 3 clusters Score -3805272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -3805271.750000 Penalty: 1004.541138
	Iteration 79F: 3 clusters Score -3805272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 72226 members 
Entering Unmasked Estep 
Score: -42166876.000000 Penalty: 11631.117188
Splitting cluster 9 changes total score from -42162608.000000 to -42166876.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (8486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Entering Unmasked Estep 
Score: -522801.781250 Penalty: 411.600891
	Iteration 0F: 2 clusters Score -522801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -517127.406250 Penalty: 823.201782
	Iteration 0F: 3 clusters Score -517127.4 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -519475.093750 Penalty: 823.201782
	Iteration 1F: 3 clusters Score -519475.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -519660.000000 Penalty: 823.201782
	Iteration 2F: 3 clusters Score -519660 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -519810.937500 Penalty: 823.201782
	Iteration 3Q: 3 clusters Score -519810.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -519960.156250 Penalty: 823.201782
	Iteration 4Q: 3 clusters Score -519960.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -520183.843750 Penalty: 823.201782
	Iteration 5Q: 3 clusters Score -520183.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -520560.531250 Penalty: 823.201782
	Iteration 6F: 3 clusters Score -520560.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -521024.968750 Penalty: 823.201782
	Iteration 7F: 3 clusters Score -521025 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -521441.937500 Penalty: 823.201782
	Iteration 8F: 3 clusters Score -521441.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -521711.437500 Penalty: 823.201782
	Iteration 9Q: 3 clusters Score -521711.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -521878.812500 Penalty: 823.201782
	Iteration 10Q: 3 clusters Score -521878.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -522007.937500 Penalty: 823.201782
	Iteration 11Q: 3 clusters Score -522007.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -522101.750000 Penalty: 823.201782
	Iteration 12Q: 3 clusters Score -522101.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -522174.718750 Penalty: 823.201782
	Iteration 13Q: 3 clusters Score -522174.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -522228.562500 Penalty: 823.201782
	Iteration 14Q: 3 clusters Score -522228.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -522274.500000 Penalty: 823.201782
	Iteration 15Q: 3 clusters Score -522274.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -522307.156250 Penalty: 823.201782
	Iteration 16Q: 3 clusters Score -522307.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -522332.250000 Penalty: 823.201782
	Iteration 17Q: 3 clusters Score -522332.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -522350.875000 Penalty: 823.201782
	Iteration 18Q: 3 clusters Score -522350.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -522365.625000 Penalty: 823.201782
	Iteration 19Q: 3 clusters Score -522365.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -522376.968750 Penalty: 823.201782
	Iteration 20F: 3 clusters Score -522377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -522382.937500 Penalty: 823.201782
	Iteration 21Q: 3 clusters Score -522382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -522387.312500 Penalty: 823.201782
	Iteration 22Q: 3 clusters Score -522387.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -522390.156250 Penalty: 823.201782
	Iteration 23Q: 3 clusters Score -522390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -522395.437500 Penalty: 823.201782
	Iteration 24Q: 3 clusters Score -522395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -522398.406250 Penalty: 823.201782
	Iteration 25Q: 3 clusters Score -522398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -522401.343750 Penalty: 823.201782
	Iteration 26Q: 3 clusters Score -522401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -522408.625000 Penalty: 823.201782
	Iteration 27Q: 3 clusters Score -522408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -522413.250000 Penalty: 823.201782
	Iteration 28Q: 3 clusters Score -522413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -522422.218750 Penalty: 823.201782
	Iteration 29Q: 3 clusters Score -522422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -522427.281250 Penalty: 823.201782
	Iteration 30Q: 3 clusters Score -522427.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -522430.343750 Penalty: 823.201782
	Iteration 31Q: 3 clusters Score -522430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -522432.281250 Penalty: 823.201782
	Iteration 32Q: 3 clusters Score -522432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -522435.312500 Penalty: 823.201782
	Iteration 33Q: 3 clusters Score -522435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -522439.125000 Penalty: 823.201782
	Iteration 34Q: 3 clusters Score -522439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -522440.125000 Penalty: 823.201782
	Iteration 35Q: 3 clusters Score -522440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -522440.593750 Penalty: 823.201782
	Iteration 36Q: 3 clusters Score -522440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -522442.093750 Penalty: 823.201782
	Iteration 37Q: 3 clusters Score -522442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -522443.062500 Penalty: 823.201782
	Iteration 38Q: 3 clusters Score -522443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -522443.875000 Penalty: 823.201782
	Iteration 39Q: 3 clusters Score -522443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -522444.937500 Penalty: 823.201782
	Iteration 40F: 3 clusters Score -522444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -522445.531250 Penalty: 823.201782
	Iteration 41Q: 3 clusters Score -522445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -522445.531250 Penalty: 823.201782
	Iteration 42F: 3 clusters Score -522445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Entering Unmasked Estep 
Score: -4772235.500000 Penalty: 511.037659
	Iteration 0F: 2 clusters Score -4772236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4722792.500000 Penalty: 1022.075317
	Iteration 0F: 3 clusters Score -4722792 nChanged 36624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4745685.000000 Penalty: 1022.075317
	Iteration 1F: 3 clusters Score -4745685 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4747517.000000 Penalty: 1022.075317
	Iteration 2Q: 3 clusters Score -4747517 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4750198.500000 Penalty: 1022.075317
	Iteration 3F: 3 clusters Score -4750198 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4753985.000000 Penalty: 1022.075317
	Iteration 4F: 3 clusters Score -4753985 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4758956.000000 Penalty: 1022.075317
	Iteration 5F: 3 clusters Score -4758956 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4763698.500000 Penalty: 1022.075317
	Iteration 6F: 3 clusters Score -4763698 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -4766028.500000 Penalty: 1022.075317
	Iteration 7F: 3 clusters Score -4766028 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -4766853.000000 Penalty: 1022.075317
	Iteration 8Q: 3 clusters Score -4766853 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -4767336.000000 Penalty: 1022.075317
	Iteration 9Q: 3 clusters Score -4767336 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -4767787.000000 Penalty: 1022.075317
	Iteration 10Q: 3 clusters Score -4767787 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -4768117.500000 Penalty: 1022.075317
	Iteration 11Q: 3 clusters Score -4768118 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -4768532.000000 Penalty: 1022.075317
	Iteration 12Q: 3 clusters Score -4768532 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -4768905.500000 Penalty: 1022.075317
	Iteration 13Q: 3 clusters Score -4768906 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -4769203.500000 Penalty: 1022.075317
	Iteration 14Q: 3 clusters Score -4769204 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -4769486.500000 Penalty: 1022.075317
	Iteration 15Q: 3 clusters Score -4769486 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -4769792.500000 Penalty: 1022.075317
	Iteration 16Q: 3 clusters Score -4769792 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -4770038.500000 Penalty: 1022.075317
	Iteration 17Q: 3 clusters Score -4770038 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -4770280.500000 Penalty: 1022.075317
	Iteration 18Q: 3 clusters Score -4770280 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -4770546.500000 Penalty: 1022.075317
	Iteration 19Q: 3 clusters Score -4770546 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -4770766.500000 Penalty: 1022.075317
	Iteration 20F: 3 clusters Score -4770766 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -4770896.000000 Penalty: 1022.075317
	Iteration 21Q: 3 clusters Score -4770896 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -4771094.500000 Penalty: 1022.075317
	Iteration 22Q: 3 clusters Score -4771094 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -4771273.500000 Penalty: 1022.075317
	Iteration 23Q: 3 clusters Score -4771274 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -4771487.000000 Penalty: 1022.075317
	Iteration 24Q: 3 clusters Score -4771487 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -4771646.500000 Penalty: 1022.075317
	Iteration 25Q: 3 clusters Score -4771646 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -4771830.500000 Penalty: 1022.075317
	Iteration 26Q: 3 clusters Score -4771830 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -4771981.500000 Penalty: 1022.075317
	Iteration 27Q: 3 clusters Score -4771982 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -4772120.000000 Penalty: 1022.075317
	Iteration 28Q: 3 clusters Score -4772120 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -4772239.000000 Penalty: 1022.075317
	Iteration 29Q: 3 clusters Score -4772239 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -4772413.500000 Penalty: 1022.075317
	Iteration 30Q: 3 clusters Score -4772414 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -4772551.500000 Penalty: 1022.075317
	Iteration 31Q: 3 clusters Score -4772552 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -4772682.000000 Penalty: 1022.075317
	Iteration 32Q: 3 clusters Score -4772682 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -4772850.000000 Penalty: 1022.075317
	Iteration 33Q: 3 clusters Score -4772850 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -4772958.000000 Penalty: 1022.075317
	Iteration 34Q: 3 clusters Score -4772958 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -4773071.500000 Penalty: 1022.075317
	Iteration 35Q: 3 clusters Score -4773072 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -4773101.000000 Penalty: 1022.075317
	Iteration 36Q: 3 clusters Score -4773101 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -4772975.000000 Penalty: 1022.075317
	Iteration 37Q: 3 clusters Score -4772975 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -4772866.000000 Penalty: 1022.075317
	Iteration 38Q: 3 clusters Score -4772866 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -4772782.500000 Penalty: 1022.075317
	Iteration 39Q: 3 clusters Score -4772782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -4772708.000000 Penalty: 1022.075317
	Iteration 40F: 3 clusters Score -4772708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -4772604.000000 Penalty: 1022.075317
	Iteration 41Q: 3 clusters Score -4772604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -4772539.000000 Penalty: 1022.075317
	Iteration 42Q: 3 clusters Score -4772539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -4772482.000000 Penalty: 1022.075317
	Iteration 43Q: 3 clusters Score -4772482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -4772416.500000 Penalty: 1022.075317
	Iteration 44Q: 3 clusters Score -4772416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -4772360.000000 Penalty: 1022.075317
	Iteration 45Q: 3 clusters Score -4772360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -4772340.500000 Penalty: 1022.075317
	Iteration 46Q: 3 clusters Score -4772340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -4772326.000000 Penalty: 1022.075317
	Iteration 47Q: 3 clusters Score -4772326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -4772288.500000 Penalty: 1022.075317
	Iteration 48Q: 3 clusters Score -4772288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -4772277.500000 Penalty: 1022.075317
	Iteration 49Q: 3 clusters Score -4772278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -4772262.000000 Penalty: 1022.075317
	Iteration 50Q: 3 clusters Score -4772262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -4772248.500000 Penalty: 1022.075317
	Iteration 51Q: 3 clusters Score -4772248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -4772250.500000 Penalty: 1022.075317
	Iteration 52Q: 3 clusters Score -4772250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -4772237.500000 Penalty: 1022.075317
	Iteration 53Q: 3 clusters Score -4772238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -4772243.000000 Penalty: 1022.075317
	Iteration 54Q: 3 clusters Score -4772243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -4772231.000000 Penalty: 1022.075317
	Iteration 55Q: 3 clusters Score -4772231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -4772229.000000 Penalty: 1022.075317
	Iteration 56Q: 3 clusters Score -4772229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -4772223.500000 Penalty: 1022.075317
	Iteration 57Q: 3 clusters Score -4772224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -4772217.500000 Penalty: 1022.075317
	Iteration 58Q: 3 clusters Score -4772218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -4772217.500000 Penalty: 1022.075317
	Iteration 59Q: 3 clusters Score -4772218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -4772213.000000 Penalty: 1022.075317
	Iteration 60F: 3 clusters Score -4772213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -4772216.500000 Penalty: 1022.075317
	Iteration 61Q: 3 clusters Score -4772216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -4772216.500000 Penalty: 1022.075317
	Iteration 62F: 3 clusters Score -4772216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -8363.750000 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -8363.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8087.571289 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -8087.571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8354.950195 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -8354.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8540.963867 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -8540.964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8569.943359 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -8569.943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8576.943359 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -8576.943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8581.871094 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -8581.871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8589.631836 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -8589.632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8594.979492 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -8594.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8594.979492 Penalty: 493.670471
	Iteration 8F: 3 clusters Score -8594.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 155 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 72226 members 
Entering Unmasked Estep 
Score: -42166752.000000 Penalty: 12243.281250
Splitting cluster 15 changes total score from -42162608.000000 to -42166752.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (126583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Entering Unmasked Estep 
Score: -7785049.500000 Penalty: 534.563721
	Iteration 0F: 2 clusters Score -7785050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -7707534.000000 Penalty: 1069.127441
	Iteration 0F: 3 clusters Score -7707534 nChanged 62435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -7746465.000000 Penalty: 1069.127441
	Iteration 1F: 3 clusters Score -7746465 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -7749530.500000 Penalty: 1069.127441
	Iteration 2F: 3 clusters Score -7749530 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -7755305.000000 Penalty: 1069.127441
	Iteration 3F: 3 clusters Score -7755305 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -7763474.000000 Penalty: 1069.127441
	Iteration 4F: 3 clusters Score -7763474 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -7770077.500000 Penalty: 1069.127441
	Iteration 5F: 3 clusters Score -7770078 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -7772712.000000 Penalty: 1069.127441
	Iteration 6F: 3 clusters Score -7772712 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7773518.000000 Penalty: 1069.127441
	Iteration 7Q: 3 clusters Score -7773518 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7773975.500000 Penalty: 1069.127441
	Iteration 8Q: 3 clusters Score -7773976 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7774494.500000 Penalty: 1069.127441
	Iteration 9Q: 3 clusters Score -7774494 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -7775050.000000 Penalty: 1069.127441
	Iteration 10Q: 3 clusters Score -7775050 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -7775503.500000 Penalty: 1069.127441
	Iteration 11Q: 3 clusters Score -7775504 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -7776154.000000 Penalty: 1069.127441
	Iteration 12Q: 3 clusters Score -7776154 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -7776922.500000 Penalty: 1069.127441
	Iteration 13Q: 3 clusters Score -7776922 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -7777987.500000 Penalty: 1069.127441
	Iteration 14Q: 3 clusters Score -7777988 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7778977.000000 Penalty: 1069.127441
	Iteration 15Q: 3 clusters Score -7778977 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -7779948.500000 Penalty: 1069.127441
	Iteration 16Q: 3 clusters Score -7779948 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -7780620.000000 Penalty: 1069.127441
	Iteration 17Q: 3 clusters Score -7780620 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -7781290.000000 Penalty: 1069.127441
	Iteration 18Q: 3 clusters Score -7781290 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -7781839.500000 Penalty: 1069.127441
	Iteration 19Q: 3 clusters Score -7781840 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -7782307.000000 Penalty: 1069.127441
	Iteration 20F: 3 clusters Score -7782307 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -7782584.500000 Penalty: 1069.127441
	Iteration 21Q: 3 clusters Score -7782584 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -7782791.000000 Penalty: 1069.127441
	Iteration 22Q: 3 clusters Score -7782791 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -7782794.000000 Penalty: 1069.127441
	Iteration 23Q: 3 clusters Score -7782794 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -7782767.000000 Penalty: 1069.127441
	Iteration 24Q: 3 clusters Score -7782767 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -7782723.500000 Penalty: 1069.127441
	Iteration 25Q: 3 clusters Score -7782724 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -7782636.000000 Penalty: 1069.127441
	Iteration 26Q: 3 clusters Score -7782636 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104738 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -7782592.500000 Penalty: 1069.127441
	Iteration 27Q: 3 clusters Score -7782592 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7782527.000000 Penalty: 1069.127441
	Iteration 28Q: 3 clusters Score -7782527 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7782457.000000 Penalty: 1069.127441
	Iteration 29Q: 3 clusters Score -7782457 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -7782451.000000 Penalty: 1069.127441
	Iteration 30Q: 3 clusters Score -7782451 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -7782484.500000 Penalty: 1069.127441
	Iteration 31Q: 3 clusters Score -7782484 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108379 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -7782460.500000 Penalty: 1069.127441
	Iteration 32Q: 3 clusters Score -7782460 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -7782478.000000 Penalty: 1069.127441
	Iteration 33Q: 3 clusters Score -7782478 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7782524.000000 Penalty: 1069.127441
	Iteration 34Q: 3 clusters Score -7782524 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -7782498.500000 Penalty: 1069.127441
	Iteration 35Q: 3 clusters Score -7782498 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -7782475.500000 Penalty: 1069.127441
	Iteration 36Q: 3 clusters Score -7782476 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -7782499.500000 Penalty: 1069.127441
	Iteration 37Q: 3 clusters Score -7782500 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -7782537.000000 Penalty: 1069.127441
	Iteration 38Q: 3 clusters Score -7782537 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -7782572.500000 Penalty: 1069.127441
	Iteration 39Q: 3 clusters Score -7782572 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113217 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -7782607.000000 Penalty: 1069.127441
	Iteration 40F: 3 clusters Score -7782607 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -7782629.500000 Penalty: 1069.127441
	Iteration 41Q: 3 clusters Score -7782630 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -7782578.500000 Penalty: 1069.127441
	Iteration 42Q: 3 clusters Score -7782578 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -7782596.500000 Penalty: 1069.127441
	Iteration 43Q: 3 clusters Score -7782596 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -7782577.000000 Penalty: 1069.127441
	Iteration 44Q: 3 clusters Score -7782577 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -7782656.500000 Penalty: 1069.127441
	Iteration 45Q: 3 clusters Score -7782656 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -7782738.000000 Penalty: 1069.127441
	Iteration 46Q: 3 clusters Score -7782738 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117291 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -7782779.000000 Penalty: 1069.127441
	Iteration 47Q: 3 clusters Score -7782779 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -7782866.000000 Penalty: 1069.127441
	Iteration 48Q: 3 clusters Score -7782866 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7782975.000000 Penalty: 1069.127441
	Iteration 49Q: 3 clusters Score -7782975 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118884 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7783061.000000 Penalty: 1069.127441
	Iteration 50Q: 3 clusters Score -7783061 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119361 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -7783154.500000 Penalty: 1069.127441
	Iteration 51Q: 3 clusters Score -7783154 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119821 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -7783231.000000 Penalty: 1069.127441
	Iteration 52Q: 3 clusters Score -7783231 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -7783224.000000 Penalty: 1069.127441
	Iteration 53Q: 3 clusters Score -7783224 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120704 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -7783305.500000 Penalty: 1069.127441
	Iteration 54Q: 3 clusters Score -7783306 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -7783391.500000 Penalty: 1069.127441
	Iteration 55Q: 3 clusters Score -7783392 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -7783507.500000 Penalty: 1069.127441
	Iteration 56Q: 3 clusters Score -7783508 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7783678.500000 Penalty: 1069.127441
	Iteration 57Q: 3 clusters Score -7783678 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -7783806.000000 Penalty: 1069.127441
	Iteration 58Q: 3 clusters Score -7783806 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -7783899.000000 Penalty: 1069.127441
	Iteration 59Q: 3 clusters Score -7783899 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7784010.000000 Penalty: 1069.127441
	Iteration 60F: 3 clusters Score -7784010 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123054 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7784036.000000 Penalty: 1069.127441
	Iteration 61Q: 3 clusters Score -7784036 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7784110.000000 Penalty: 1069.127441
	Iteration 62Q: 3 clusters Score -7784110 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123556 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7784193.500000 Penalty: 1069.127441
	Iteration 63Q: 3 clusters Score -7784194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7784246.000000 Penalty: 1069.127441
	Iteration 64Q: 3 clusters Score -7784246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7784289.500000 Penalty: 1069.127441
	Iteration 65Q: 3 clusters Score -7784290 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7784350.000000 Penalty: 1069.127441
	Iteration 66Q: 3 clusters Score -7784350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124249 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7784384.000000 Penalty: 1069.127441
	Iteration 67Q: 3 clusters Score -7784384 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124375 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7784433.500000 Penalty: 1069.127441
	Iteration 68Q: 3 clusters Score -7784434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124486 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7784436.000000 Penalty: 1069.127441
	Iteration 69Q: 3 clusters Score -7784436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124608 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7784463.000000 Penalty: 1069.127441
	Iteration 70Q: 3 clusters Score -7784463 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124715 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7784507.000000 Penalty: 1069.127441
	Iteration 71Q: 3 clusters Score -7784507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7784546.000000 Penalty: 1069.127441
	Iteration 72Q: 3 clusters Score -7784546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124910 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7784588.500000 Penalty: 1069.127441
	Iteration 73Q: 3 clusters Score -7784588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124984 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7784609.000000 Penalty: 1069.127441
	Iteration 74Q: 3 clusters Score -7784609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7784618.000000 Penalty: 1069.127441
	Iteration 75Q: 3 clusters Score -7784618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7784661.000000 Penalty: 1069.127441
	Iteration 76Q: 3 clusters Score -7784661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125166 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7784667.500000 Penalty: 1069.127441
	Iteration 77Q: 3 clusters Score -7784668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7784660.500000 Penalty: 1069.127441
	Iteration 78Q: 3 clusters Score -7784660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7784680.500000 Penalty: 1069.127441
	Iteration 79Q: 3 clusters Score -7784680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7784711.500000 Penalty: 1069.127441
	Iteration 80F: 3 clusters Score -7784712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125356 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7784718.500000 Penalty: 1069.127441
	Iteration 81Q: 3 clusters Score -7784718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7784740.500000 Penalty: 1069.127441
	Iteration 82Q: 3 clusters Score -7784740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7784760.500000 Penalty: 1069.127441
	Iteration 83Q: 3 clusters Score -7784760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7784793.500000 Penalty: 1069.127441
	Iteration 84Q: 3 clusters Score -7784794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125490 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7784835.500000 Penalty: 1069.127441
	Iteration 85Q: 3 clusters Score -7784836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7784845.000000 Penalty: 1069.127441
	Iteration 86Q: 3 clusters Score -7784845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125542 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7784855.000000 Penalty: 1069.127441
	Iteration 87Q: 3 clusters Score -7784855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7784858.000000 Penalty: 1069.127441
	Iteration 88Q: 3 clusters Score -7784858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125588 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7784877.000000 Penalty: 1069.127441
	Iteration 89Q: 3 clusters Score -7784877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125603 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7784877.500000 Penalty: 1069.127441
	Iteration 90Q: 3 clusters Score -7784878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125612 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7784894.000000 Penalty: 1069.127441
	Iteration 91Q: 3 clusters Score -7784894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7784889.000000 Penalty: 1069.127441
	Iteration 92Q: 3 clusters Score -7784889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7784899.000000 Penalty: 1069.127441
	Iteration 93Q: 3 clusters Score -7784899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7784902.000000 Penalty: 1069.127441
	Iteration 94Q: 3 clusters Score -7784902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7784909.000000 Penalty: 1069.127441
	Iteration 95Q: 3 clusters Score -7784909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7784901.500000 Penalty: 1069.127441
	Iteration 96Q: 3 clusters Score -7784902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7784898.500000 Penalty: 1069.127441
	Iteration 97Q: 3 clusters Score -7784898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125663 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7784905.500000 Penalty: 1069.127441
	Iteration 98Q: 3 clusters Score -7784906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7784898.000000 Penalty: 1069.127441
	Iteration 99Q: 3 clusters Score -7784898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7784894.500000 Penalty: 1069.127441
	Iteration 100F: 3 clusters Score -7784894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7784885.500000 Penalty: 1069.127441
	Iteration 101Q: 3 clusters Score -7784886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7784891.500000 Penalty: 1069.127441
	Iteration 102Q: 3 clusters Score -7784892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7784893.500000 Penalty: 1069.127441
	Iteration 103Q: 3 clusters Score -7784894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125694 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7784897.000000 Penalty: 1069.127441
	Iteration 104Q: 3 clusters Score -7784897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7784904.500000 Penalty: 1069.127441
	Iteration 105Q: 3 clusters Score -7784904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125714 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7784897.500000 Penalty: 1069.127441
	Iteration 106Q: 3 clusters Score -7784898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7784903.500000 Penalty: 1069.127441
	Iteration 107Q: 3 clusters Score -7784904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7784922.500000 Penalty: 1069.127441
	Iteration 108Q: 3 clusters Score -7784922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7784917.500000 Penalty: 1069.127441
	Iteration 109Q: 3 clusters Score -7784918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7784922.500000 Penalty: 1069.127441
	Iteration 110Q: 3 clusters Score -7784922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7784917.000000 Penalty: 1069.127441
	Iteration 111Q: 3 clusters Score -7784917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125765 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7784925.000000 Penalty: 1069.127441
	Iteration 112Q: 3 clusters Score -7784925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7784930.000000 Penalty: 1069.127441
	Iteration 113Q: 3 clusters Score -7784930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7784936.500000 Penalty: 1069.127441
	Iteration 114Q: 3 clusters Score -7784936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7784924.000000 Penalty: 1069.127441
	Iteration 115Q: 3 clusters Score -7784924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7784930.000000 Penalty: 1069.127441
	Iteration 116Q: 3 clusters Score -7784930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125786 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7784934.000000 Penalty: 1069.127441
	Iteration 117Q: 3 clusters Score -7784934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7784939.500000 Penalty: 1069.127441
	Iteration 118Q: 3 clusters Score -7784940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125789 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7784935.000000 Penalty: 1069.127441
	Iteration 119Q: 3 clusters Score -7784935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125789 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7784935.000000 Penalty: 1069.127441
	Iteration 120F: 3 clusters Score -7784935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Entering Unmasked Estep 
Score: -813533.625000 Penalty: 432.997437
	Iteration 0F: 2 clusters Score -813533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -804448.687500 Penalty: 865.994873
	Iteration 0F: 3 clusters Score -804448.7 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -808451.000000 Penalty: 865.994873
	Iteration 1F: 3 clusters Score -808451 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -809043.625000 Penalty: 865.994873
	Iteration 2F: 3 clusters Score -809043.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -809870.750000 Penalty: 865.994873
	Iteration 3F: 3 clusters Score -809870.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -810857.937500 Penalty: 865.994873
	Iteration 4F: 3 clusters Score -810857.9 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -811620.000000 Penalty: 865.994873
	Iteration 5F: 3 clusters Score -811620 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -812110.000000 Penalty: 865.994873
	Iteration 6F: 3 clusters Score -812110 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -812455.062500 Penalty: 865.994873
	Iteration 7Q: 3 clusters Score -812455.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -812722.062500 Penalty: 865.994873
	Iteration 8Q: 3 clusters Score -812722.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -812956.437500 Penalty: 865.994873
	Iteration 9Q: 3 clusters Score -812956.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -813107.437500 Penalty: 865.994873
	Iteration 10Q: 3 clusters Score -813107.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -813239.000000 Penalty: 865.994873
	Iteration 11Q: 3 clusters Score -813239 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -813325.000000 Penalty: 865.994873
	Iteration 12Q: 3 clusters Score -813325 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -813373.375000 Penalty: 865.994873
	Iteration 13Q: 3 clusters Score -813373.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -813395.875000 Penalty: 865.994873
	Iteration 14Q: 3 clusters Score -813395.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -813411.125000 Penalty: 865.994873
	Iteration 15Q: 3 clusters Score -813411.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -813432.375000 Penalty: 865.994873
	Iteration 16Q: 3 clusters Score -813432.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -813446.187500 Penalty: 865.994873
	Iteration 17Q: 3 clusters Score -813446.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -813456.937500 Penalty: 865.994873
	Iteration 18Q: 3 clusters Score -813456.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -813469.437500 Penalty: 865.994873
	Iteration 19Q: 3 clusters Score -813469.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -813479.187500 Penalty: 865.994873
	Iteration 20F: 3 clusters Score -813479.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -813485.750000 Penalty: 865.994873
	Iteration 21Q: 3 clusters Score -813485.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -813488.500000 Penalty: 865.994873
	Iteration 22Q: 3 clusters Score -813488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -813490.562500 Penalty: 865.994873
	Iteration 23Q: 3 clusters Score -813490.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -813492.312500 Penalty: 865.994873
	Iteration 24Q: 3 clusters Score -813492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -813492.500000 Penalty: 865.994873
	Iteration 25Q: 3 clusters Score -813492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -813494.312500 Penalty: 865.994873
	Iteration 26Q: 3 clusters Score -813494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -813493.250000 Penalty: 865.994873
	Iteration 27Q: 3 clusters Score -813493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -813494.875000 Penalty: 865.994873
	Iteration 28Q: 3 clusters Score -813494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -813497.437500 Penalty: 865.994873
	Iteration 29Q: 3 clusters Score -813497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -813498.000000 Penalty: 865.994873
	Iteration 30Q: 3 clusters Score -813498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -813500.562500 Penalty: 865.994873
	Iteration 31Q: 3 clusters Score -813500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -813499.187500 Penalty: 865.994873
	Iteration 32Q: 3 clusters Score -813499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -813501.437500 Penalty: 865.994873
	Iteration 33Q: 3 clusters Score -813501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -813503.125000 Penalty: 865.994873
	Iteration 34Q: 3 clusters Score -813503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -813501.312500 Penalty: 865.994873
	Iteration 35Q: 3 clusters Score -813501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -813501.250000 Penalty: 865.994873
	Iteration 36Q: 3 clusters Score -813501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -813500.937500 Penalty: 865.994873
	Iteration 37Q: 3 clusters Score -813500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -813502.312500 Penalty: 865.994873
	Iteration 38Q: 3 clusters Score -813502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -813504.687500 Penalty: 865.994873
	Iteration 39Q: 3 clusters Score -813504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -813506.062500 Penalty: 865.994873
	Iteration 40F: 3 clusters Score -813506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -813506.187500 Penalty: 865.994873
	Iteration 41Q: 3 clusters Score -813506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -813507.062500 Penalty: 865.994873
	Iteration 42Q: 3 clusters Score -813507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -813506.562500 Penalty: 865.994873
	Iteration 43Q: 3 clusters Score -813506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -813506.562500 Penalty: 865.994873
	Iteration 44F: 3 clusters Score -813506.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -495223.656250 Penalty: 411.964020
	Iteration 0F: 2 clusters Score -495223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -489530.531250 Penalty: 823.928040
	Iteration 0F: 3 clusters Score -489530.5 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -492028.375000 Penalty: 823.928040
	Iteration 1F: 3 clusters Score -492028.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -492650.781250 Penalty: 823.928040
	Iteration 2F: 3 clusters Score -492650.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -493452.562500 Penalty: 823.928040
	Iteration 3F: 3 clusters Score -493452.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -494371.968750 Penalty: 823.928040
	Iteration 4F: 3 clusters Score -494372 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -495060.312500 Penalty: 823.928040
	Iteration 5F: 3 clusters Score -495060.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -495418.625000 Penalty: 823.928040
	Iteration 6F: 3 clusters Score -495418.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -495591.343750 Penalty: 823.928040
	Iteration 7Q: 3 clusters Score -495591.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -495677.062500 Penalty: 823.928040
	Iteration 8Q: 3 clusters Score -495677.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -495738.687500 Penalty: 823.928040
	Iteration 9Q: 3 clusters Score -495738.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -495796.281250 Penalty: 823.928040
	Iteration 10Q: 3 clusters Score -495796.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -495836.343750 Penalty: 823.928040
	Iteration 11Q: 3 clusters Score -495836.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -495862.093750 Penalty: 823.928040
	Iteration 12Q: 3 clusters Score -495862.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -495883.125000 Penalty: 823.928040
	Iteration 13Q: 3 clusters Score -495883.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -495893.343750 Penalty: 823.928040
	Iteration 14Q: 3 clusters Score -495893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -495903.218750 Penalty: 823.928040
	Iteration 15Q: 3 clusters Score -495903.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -495910.875000 Penalty: 823.928040
	Iteration 16Q: 3 clusters Score -495910.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -495916.500000 Penalty: 823.928040
	Iteration 17Q: 3 clusters Score -495916.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -495918.125000 Penalty: 823.928040
	Iteration 18Q: 3 clusters Score -495918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -495920.593750 Penalty: 823.928040
	Iteration 19Q: 3 clusters Score -495920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -495921.750000 Penalty: 823.928040
	Iteration 20F: 3 clusters Score -495921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -495921.843750 Penalty: 823.928040
	Iteration 21Q: 3 clusters Score -495921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -495922.062500 Penalty: 823.928040
	Iteration 22Q: 3 clusters Score -495922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -495922.968750 Penalty: 823.928040
	Iteration 23Q: 3 clusters Score -495923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -495924.000000 Penalty: 823.928040
	Iteration 24Q: 3 clusters Score -495924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -495926.468750 Penalty: 823.928040
	Iteration 25Q: 3 clusters Score -495926.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -495924.937500 Penalty: 823.928040
	Iteration 26Q: 3 clusters Score -495924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -495927.500000 Penalty: 823.928040
	Iteration 27Q: 3 clusters Score -495927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -495925.781250 Penalty: 823.928040
	Iteration 28Q: 3 clusters Score -495925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -495926.000000 Penalty: 823.928040
	Iteration 29Q: 3 clusters Score -495926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -495926.000000 Penalty: 823.928040
	Iteration 30Q: 3 clusters Score -495926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -495926.750000 Penalty: 823.928040
	Iteration 31Q: 3 clusters Score -495926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -495926.562500 Penalty: 823.928040
	Iteration 32Q: 3 clusters Score -495926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -495926.375000 Penalty: 823.928040
	Iteration 33Q: 3 clusters Score -495926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -495925.593750 Penalty: 823.928040
	Iteration 34Q: 3 clusters Score -495925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -495926.406250 Penalty: 823.928040
	Iteration 35Q: 3 clusters Score -495926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -495927.031250 Penalty: 823.928040
	Iteration 36Q: 3 clusters Score -495927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -495927.031250 Penalty: 823.928040
	Iteration 37F: 3 clusters Score -495927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 155 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 72226 members 
Mstep: Class 21 contains 7293 members 
Entering Unmasked Estep 
Score: -42167124.000000 Penalty: 12855.445312
Splitting cluster 18 changes total score from -42162608.000000 to -42167124.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (39007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Entering Unmasked Estep 
Score: -2527447.250000 Penalty: 481.003082
	Iteration 0F: 2 clusters Score -2527447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2501771.250000 Penalty: 962.006165
	Iteration 0F: 3 clusters Score -2501771 nChanged 18833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2513293.500000 Penalty: 962.006165
	Iteration 1F: 3 clusters Score -2513294 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2514446.750000 Penalty: 962.006165
	Iteration 2F: 3 clusters Score -2514447 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2516238.500000 Penalty: 962.006165
	Iteration 3F: 3 clusters Score -2516238 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2518482.000000 Penalty: 962.006165
	Iteration 4F: 3 clusters Score -2518482 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2520522.500000 Penalty: 962.006165
	Iteration 5F: 3 clusters Score -2520522 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2521637.000000 Penalty: 962.006165
	Iteration 6F: 3 clusters Score -2521637 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2522173.500000 Penalty: 962.006165
	Iteration 7Q: 3 clusters Score -2522174 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2522552.000000 Penalty: 962.006165
	Iteration 8Q: 3 clusters Score -2522552 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2522871.500000 Penalty: 962.006165
	Iteration 9Q: 3 clusters Score -2522872 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2523181.500000 Penalty: 962.006165
	Iteration 10Q: 3 clusters Score -2523182 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2523463.000000 Penalty: 962.006165
	Iteration 11Q: 3 clusters Score -2523463 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2523739.250000 Penalty: 962.006165
	Iteration 12Q: 3 clusters Score -2523739 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2523948.500000 Penalty: 962.006165
	Iteration 13Q: 3 clusters Score -2523948 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2524108.250000 Penalty: 962.006165
	Iteration 14Q: 3 clusters Score -2524108 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2524231.000000 Penalty: 962.006165
	Iteration 15Q: 3 clusters Score -2524231 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2524352.500000 Penalty: 962.006165
	Iteration 16Q: 3 clusters Score -2524352 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2524437.500000 Penalty: 962.006165
	Iteration 17Q: 3 clusters Score -2524438 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2524530.750000 Penalty: 962.006165
	Iteration 18Q: 3 clusters Score -2524531 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2524608.000000 Penalty: 962.006165
	Iteration 19Q: 3 clusters Score -2524608 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2524694.000000 Penalty: 962.006165
	Iteration 20F: 3 clusters Score -2524694 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2524831.000000 Penalty: 962.006165
	Iteration 21Q: 3 clusters Score -2524831 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -2524940.750000 Penalty: 962.006165
	Iteration 22Q: 3 clusters Score -2524941 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2525062.750000 Penalty: 962.006165
	Iteration 23Q: 3 clusters Score -2525063 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -2525185.250000 Penalty: 962.006165
	Iteration 24Q: 3 clusters Score -2525185 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -2525306.750000 Penalty: 962.006165
	Iteration 25Q: 3 clusters Score -2525307 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -2525447.750000 Penalty: 962.006165
	Iteration 26Q: 3 clusters Score -2525448 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -2525604.750000 Penalty: 962.006165
	Iteration 27Q: 3 clusters Score -2525605 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -2525727.250000 Penalty: 962.006165
	Iteration 28Q: 3 clusters Score -2525727 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -2525844.000000 Penalty: 962.006165
	Iteration 29Q: 3 clusters Score -2525844 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2525968.750000 Penalty: 962.006165
	Iteration 30Q: 3 clusters Score -2525969 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -2526110.500000 Penalty: 962.006165
	Iteration 31Q: 3 clusters Score -2526110 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -2526279.750000 Penalty: 962.006165
	Iteration 32Q: 3 clusters Score -2526280 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -2526454.250000 Penalty: 962.006165
	Iteration 33Q: 3 clusters Score -2526454 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -2526604.250000 Penalty: 962.006165
	Iteration 34Q: 3 clusters Score -2526604 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2526779.000000 Penalty: 962.006165
	Iteration 35Q: 3 clusters Score -2526779 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -2526921.250000 Penalty: 962.006165
	Iteration 36Q: 3 clusters Score -2526921 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -2527030.000000 Penalty: 962.006165
	Iteration 37Q: 3 clusters Score -2527030 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -2527126.000000 Penalty: 962.006165
	Iteration 38Q: 3 clusters Score -2527126 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -2527208.250000 Penalty: 962.006165
	Iteration 39Q: 3 clusters Score -2527208 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -2527268.250000 Penalty: 962.006165
	Iteration 40F: 3 clusters Score -2527268 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -2527330.000000 Penalty: 962.006165
	Iteration 41Q: 3 clusters Score -2527330 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -2527380.250000 Penalty: 962.006165
	Iteration 42Q: 3 clusters Score -2527380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -2527429.250000 Penalty: 962.006165
	Iteration 43Q: 3 clusters Score -2527429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -2527460.500000 Penalty: 962.006165
	Iteration 44Q: 3 clusters Score -2527460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -2527490.500000 Penalty: 962.006165
	Iteration 45Q: 3 clusters Score -2527490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -2527508.750000 Penalty: 962.006165
	Iteration 46Q: 3 clusters Score -2527509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -2527523.250000 Penalty: 962.006165
	Iteration 47Q: 3 clusters Score -2527523 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -2527540.750000 Penalty: 962.006165
	Iteration 48Q: 3 clusters Score -2527541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -2527561.750000 Penalty: 962.006165
	Iteration 49Q: 3 clusters Score -2527562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -2527579.750000 Penalty: 962.006165
	Iteration 50Q: 3 clusters Score -2527580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -2527600.250000 Penalty: 962.006165
	Iteration 51Q: 3 clusters Score -2527600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -2527607.750000 Penalty: 962.006165
	Iteration 52Q: 3 clusters Score -2527608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -2527603.500000 Penalty: 962.006165
	Iteration 53Q: 3 clusters Score -2527604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -2527608.500000 Penalty: 962.006165
	Iteration 54Q: 3 clusters Score -2527608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -2527619.500000 Penalty: 962.006165
	Iteration 55Q: 3 clusters Score -2527620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -2527627.750000 Penalty: 962.006165
	Iteration 56Q: 3 clusters Score -2527628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -2527632.750000 Penalty: 962.006165
	Iteration 57Q: 3 clusters Score -2527633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -2527638.000000 Penalty: 962.006165
	Iteration 58Q: 3 clusters Score -2527638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -2527641.500000 Penalty: 962.006165
	Iteration 59Q: 3 clusters Score -2527642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -2527643.750000 Penalty: 962.006165
	Iteration 60F: 3 clusters Score -2527644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -2527641.000000 Penalty: 962.006165
	Iteration 61Q: 3 clusters Score -2527641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -2527644.750000 Penalty: 962.006165
	Iteration 62Q: 3 clusters Score -2527645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -2527652.000000 Penalty: 962.006165
	Iteration 63Q: 3 clusters Score -2527652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -2527655.750000 Penalty: 962.006165
	Iteration 64Q: 3 clusters Score -2527656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -2527655.750000 Penalty: 962.006165
	Iteration 65Q: 3 clusters Score -2527656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -2527653.750000 Penalty: 962.006165
	Iteration 66Q: 3 clusters Score -2527654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -2527660.000000 Penalty: 962.006165
	Iteration 67Q: 3 clusters Score -2527660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -2527658.250000 Penalty: 962.006165
	Iteration 68Q: 3 clusters Score -2527658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -2527662.500000 Penalty: 962.006165
	Iteration 69Q: 3 clusters Score -2527662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -2527662.000000 Penalty: 962.006165
	Iteration 70Q: 3 clusters Score -2527662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -2527661.000000 Penalty: 962.006165
	Iteration 71Q: 3 clusters Score -2527661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -2527660.250000 Penalty: 962.006165
	Iteration 72Q: 3 clusters Score -2527660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -2527660.750000 Penalty: 962.006165
	Iteration 73Q: 3 clusters Score -2527661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -2527662.500000 Penalty: 962.006165
	Iteration 74Q: 3 clusters Score -2527662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -2527661.000000 Penalty: 962.006165
	Iteration 75Q: 3 clusters Score -2527661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -2527660.500000 Penalty: 962.006165
	Iteration 76Q: 3 clusters Score -2527660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -2527658.500000 Penalty: 962.006165
	Iteration 77Q: 3 clusters Score -2527658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -2527661.000000 Penalty: 962.006165
	Iteration 78Q: 3 clusters Score -2527661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -2527664.750000 Penalty: 962.006165
	Iteration 79Q: 3 clusters Score -2527665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2527667.500000 Penalty: 962.006165
	Iteration 80F: 3 clusters Score -2527668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -2527664.750000 Penalty: 962.006165
	Iteration 81Q: 3 clusters Score -2527665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -2527664.750000 Penalty: 962.006165
	Iteration 82Q: 3 clusters Score -2527665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -2527666.250000 Penalty: 962.006165
	Iteration 83Q: 3 clusters Score -2527666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -2527666.000000 Penalty: 962.006165
	Iteration 84Q: 3 clusters Score -2527666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -2527666.000000 Penalty: 962.006165
	Iteration 85F: 3 clusters Score -2527666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 155 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 72226 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 35574 members 
Entering Unmasked Estep 
Score: -42167308.000000 Penalty: 13467.609375
Splitting cluster 19 changes total score from -42162608.000000 to -42167308.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (72226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Entering Unmasked Estep 
Score: -4624372.000000 Penalty: 509.033752
	Iteration 0F: 2 clusters Score -4624372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4592425.000000 Penalty: 1018.067505
	Iteration 0F: 3 clusters Score -4592425 nChanged 35094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4617294.000000 Penalty: 1018.067505
	Iteration 1F: 3 clusters Score -4617294 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4620522.000000 Penalty: 1018.067505
	Iteration 2F: 3 clusters Score -4620522 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4621715.500000 Penalty: 1018.067505
	Iteration 3F: 3 clusters Score -4621716 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4622093.500000 Penalty: 1018.067505
	Iteration 4F: 3 clusters Score -4622094 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4622074.500000 Penalty: 1018.067505
	Iteration 5Q: 3 clusters Score -4622074 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4622096.500000 Penalty: 1018.067505
	Iteration 6Q: 3 clusters Score -4622096 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4622261.500000 Penalty: 1018.067505
	Iteration 7Q: 3 clusters Score -4622262 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4622360.000000 Penalty: 1018.067505
	Iteration 8Q: 3 clusters Score -4622360 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4622472.000000 Penalty: 1018.067505
	Iteration 9Q: 3 clusters Score -4622472 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -4622584.500000 Penalty: 1018.067505
	Iteration 10Q: 3 clusters Score -4622584 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -4622822.000000 Penalty: 1018.067505
	Iteration 11Q: 3 clusters Score -4622822 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4623099.500000 Penalty: 1018.067505
	Iteration 12Q: 3 clusters Score -4623100 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4623220.000000 Penalty: 1018.067505
	Iteration 13Q: 3 clusters Score -4623220 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -4623389.000000 Penalty: 1018.067505
	Iteration 14Q: 3 clusters Score -4623389 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4623561.000000 Penalty: 1018.067505
	Iteration 15Q: 3 clusters Score -4623561 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4623641.000000 Penalty: 1018.067505
	Iteration 16Q: 3 clusters Score -4623641 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4623671.000000 Penalty: 1018.067505
	Iteration 17Q: 3 clusters Score -4623671 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4623859.500000 Penalty: 1018.067505
	Iteration 18Q: 3 clusters Score -4623860 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4623949.500000 Penalty: 1018.067505
	Iteration 19Q: 3 clusters Score -4623950 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4623944.000000 Penalty: 1018.067505
	Iteration 20F: 3 clusters Score -4623944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4624041.500000 Penalty: 1018.067505
	Iteration 21Q: 3 clusters Score -4624042 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4624164.500000 Penalty: 1018.067505
	Iteration 22Q: 3 clusters Score -4624164 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4624239.000000 Penalty: 1018.067505
	Iteration 23Q: 3 clusters Score -4624239 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4624320.500000 Penalty: 1018.067505
	Iteration 24Q: 3 clusters Score -4624320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4624414.500000 Penalty: 1018.067505
	Iteration 25Q: 3 clusters Score -4624414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4624453.500000 Penalty: 1018.067505
	Iteration 26Q: 3 clusters Score -4624454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4624531.000000 Penalty: 1018.067505
	Iteration 27Q: 3 clusters Score -4624531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4624640.000000 Penalty: 1018.067505
	Iteration 28Q: 3 clusters Score -4624640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4624722.000000 Penalty: 1018.067505
	Iteration 29Q: 3 clusters Score -4624722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4624793.500000 Penalty: 1018.067505
	Iteration 30Q: 3 clusters Score -4624794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4624841.500000 Penalty: 1018.067505
	Iteration 31Q: 3 clusters Score -4624842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4624883.000000 Penalty: 1018.067505
	Iteration 32Q: 3 clusters Score -4624883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4624936.500000 Penalty: 1018.067505
	Iteration 33Q: 3 clusters Score -4624936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4624954.000000 Penalty: 1018.067505
	Iteration 34Q: 3 clusters Score -4624954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4625011.000000 Penalty: 1018.067505
	Iteration 35Q: 3 clusters Score -4625011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4625045.500000 Penalty: 1018.067505
	Iteration 36Q: 3 clusters Score -4625046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4625065.000000 Penalty: 1018.067505
	Iteration 37Q: 3 clusters Score -4625065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4625073.000000 Penalty: 1018.067505
	Iteration 38Q: 3 clusters Score -4625073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4625062.500000 Penalty: 1018.067505
	Iteration 39Q: 3 clusters Score -4625062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4625076.500000 Penalty: 1018.067505
	Iteration 40F: 3 clusters Score -4625076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4625063.000000 Penalty: 1018.067505
	Iteration 41Q: 3 clusters Score -4625063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4625045.000000 Penalty: 1018.067505
	Iteration 42Q: 3 clusters Score -4625045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4625040.500000 Penalty: 1018.067505
	Iteration 43Q: 3 clusters Score -4625040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4625020.000000 Penalty: 1018.067505
	Iteration 44Q: 3 clusters Score -4625020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4625015.000000 Penalty: 1018.067505
	Iteration 45Q: 3 clusters Score -4625015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4625026.500000 Penalty: 1018.067505
	Iteration 46Q: 3 clusters Score -4625026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4624972.000000 Penalty: 1018.067505
	Iteration 47Q: 3 clusters Score -4624972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4625007.500000 Penalty: 1018.067505
	Iteration 48Q: 3 clusters Score -4625008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4624986.000000 Penalty: 1018.067505
	Iteration 49Q: 3 clusters Score -4624986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4624971.000000 Penalty: 1018.067505
	Iteration 50Q: 3 clusters Score -4624971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4624958.500000 Penalty: 1018.067505
	Iteration 51Q: 3 clusters Score -4624958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4624945.500000 Penalty: 1018.067505
	Iteration 52Q: 3 clusters Score -4624946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4624933.000000 Penalty: 1018.067505
	Iteration 53Q: 3 clusters Score -4624933 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4624901.000000 Penalty: 1018.067505
	Iteration 54Q: 3 clusters Score -4624901 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4624933.000000 Penalty: 1018.067505
	Iteration 55Q: 3 clusters Score -4624933 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4624915.000000 Penalty: 1018.067505
	Iteration 56Q: 3 clusters Score -4624915 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4624881.500000 Penalty: 1018.067505
	Iteration 57Q: 3 clusters Score -4624882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4624836.000000 Penalty: 1018.067505
	Iteration 58Q: 3 clusters Score -4624836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4624905.000000 Penalty: 1018.067505
	Iteration 59Q: 3 clusters Score -4624905 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4624899.000000 Penalty: 1018.067505
	Iteration 60F: 3 clusters Score -4624899 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4624964.000000 Penalty: 1018.067505
	Iteration 61Q: 3 clusters Score -4624964 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 3718 members 
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Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 3890 members 
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Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 4038 members 
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Mstep: Class 1 contains 68054 members 
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Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 4301 members 
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Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4625300 nChanged 125
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Mstep: Class 1 contains 67514 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4625333 nChanged 120
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Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4625304 nChanged 110
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Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4625348 nChanged 107
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Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4625403 nChanged 68
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Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4625406 nChanged 41
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Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4625400 nChanged 51
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Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4625428 nChanged 61
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Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4625420 nChanged 60
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Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4625420 nChanged 53
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Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4625413 nChanged 48
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Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4625416 nChanged 41
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Mstep: Class 1 contains 66646 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4625434 nChanged 44
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Mstep: Class 1 contains 66612 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4625436 nChanged 42
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Mstep: Class 1 contains 66578 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4625432 nChanged 35
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4625436 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66506 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4625434 nChanged 19
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Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66459 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4625430 nChanged 16
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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 66390 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4625483 nChanged 6
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Mstep: Class 1 contains 66384 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4625488 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4625490 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4625492 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4625490 nChanged 7
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Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4625493 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66359 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4625508 nChanged 8
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Mstep: Class 1 contains 66351 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4625510 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66346 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4625509 nChanged 7
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Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4625509 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4625522 nChanged 8
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Mstep: Class 1 contains 66324 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4625514 nChanged 8
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Mstep: Class 1 contains 66316 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4625517 nChanged 7
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Mstep: Class 1 contains 66309 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4625520 nChanged 8
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Mstep: Class 1 contains 66301 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4625518 nChanged 11
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Mstep: Class 1 contains 66290 members 
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	Iteration 114Q: 3 clusters Score -4625520 nChanged 14
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Mstep: Class 1 contains 66278 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4625508 nChanged 13
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Mstep: Class 1 contains 66265 members 
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	Iteration 116Q: 3 clusters Score -4625520 nChanged 13
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Mstep: Class 1 contains 66252 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4625524 nChanged 10
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Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4625530 nChanged 10
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Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4625527 nChanged 6
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Mstep: Class 1 contains 66226 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4625532 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4625528 nChanged 9
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Mstep: Class 1 contains 66210 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4625538 nChanged 6
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Mstep: Class 1 contains 66206 members 
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	Iteration 123Q: 3 clusters Score -4625530 nChanged 13
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Mstep: Class 1 contains 66195 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4625518 nChanged 11
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Mstep: Class 1 contains 66190 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4625516 nChanged 7
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Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4625513 nChanged 7
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Mstep: Class 1 contains 66176 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4625524 nChanged 8
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Mstep: Class 1 contains 66170 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4625528 nChanged 8
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Mstep: Class 1 contains 66162 members 
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	Iteration 129Q: 3 clusters Score -4625532 nChanged 8
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Mstep: Class 1 contains 66154 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4625535 nChanged 16
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4625545 nChanged 26
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4625521 nChanged 19
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4625522 nChanged 21
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4625520 nChanged 20
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4625510 nChanged 19
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	Iteration 136Q: 3 clusters Score -4625528 nChanged 14
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	Iteration 137Q: 3 clusters Score -4625522 nChanged 19
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4625533 nChanged 22
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4625554 nChanged 31
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4625568 nChanged 22
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4625569 nChanged 21
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	Iteration 142Q: 3 clusters Score -4625562 nChanged 22
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4625570 nChanged 25
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	Iteration 144Q: 3 clusters Score -4625569 nChanged 24
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4625584 nChanged 19
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	Iteration 147Q: 3 clusters Score -4625592 nChanged 4
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	Iteration 148Q: 3 clusters Score -4625591 nChanged 7
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	Iteration 149Q: 3 clusters Score -4625591 nChanged 11
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	Iteration 150Q: 3 clusters Score -4625597 nChanged 15
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4625615 nChanged 13
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4625632 nChanged 14
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	Iteration 154Q: 3 clusters Score -4625647 nChanged 10
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	Iteration 155Q: 3 clusters Score -4625648 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4625645.000000 Penalty: 1018.067505
	Iteration 156Q: 3 clusters Score -4625645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4625644.000000 Penalty: 1018.067505
	Iteration 157Q: 3 clusters Score -4625644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4625653.000000 Penalty: 1018.067505
	Iteration 158Q: 3 clusters Score -4625653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -4625653.000000 Penalty: 1018.067505
	Iteration 159Q: 3 clusters Score -4625653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4625653.500000 Penalty: 1018.067505
	Iteration 160F: 3 clusters Score -4625654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4625644.500000 Penalty: 1018.067505
	Iteration 161Q: 3 clusters Score -4625644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -4625656.000000 Penalty: 1018.067505
	Iteration 162Q: 3 clusters Score -4625656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4625676.000000 Penalty: 1018.067505
	Iteration 163Q: 3 clusters Score -4625676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -4625684.500000 Penalty: 1018.067505
	Iteration 164Q: 3 clusters Score -4625684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -4625686.500000 Penalty: 1018.067505
	Iteration 165Q: 3 clusters Score -4625686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4625684.000000 Penalty: 1018.067505
	Iteration 166Q: 3 clusters Score -4625684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4625689.000000 Penalty: 1018.067505
	Iteration 167Q: 3 clusters Score -4625689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -4625689.000000 Penalty: 1018.067505
	Iteration 168Q: 3 clusters Score -4625689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4625696.000000 Penalty: 1018.067505
	Iteration 169Q: 3 clusters Score -4625696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4625693.500000 Penalty: 1018.067505
	Iteration 170Q: 3 clusters Score -4625694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4625702.500000 Penalty: 1018.067505
	Iteration 171Q: 3 clusters Score -4625702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -4625700.000000 Penalty: 1018.067505
	Iteration 172Q: 3 clusters Score -4625700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4625697.500000 Penalty: 1018.067505
	Iteration 173Q: 3 clusters Score -4625698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4625693.500000 Penalty: 1018.067505
	Iteration 174Q: 3 clusters Score -4625694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4625687.000000 Penalty: 1018.067505
	Iteration 175Q: 3 clusters Score -4625687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4625683.000000 Penalty: 1018.067505
	Iteration 176Q: 3 clusters Score -4625683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4625692.000000 Penalty: 1018.067505
	Iteration 177Q: 3 clusters Score -4625692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4625702.500000 Penalty: 1018.067505
	Iteration 178Q: 3 clusters Score -4625702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4625707.000000 Penalty: 1018.067505
	Iteration 179Q: 3 clusters Score -4625707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4625714.500000 Penalty: 1018.067505
	Iteration 180F: 3 clusters Score -4625714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 7 contains 70502 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 155 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 65602 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 35574 members 
Mstep: Class 23 contains 6624 members 
Entering Unmasked Estep 
Score: -42168568.000000 Penalty: 14079.773438
Splitting cluster 20 changes total score from -42162608.000000 to -42168568.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 64424 members 
Mstep: Class 6 contains 44978 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 75478 members 
Mstep: Class 15 contains 155 members 
Mstep: Class 16 contains 126583 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 65602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173324.000000 Penalty: 14079.773438
Iteration 39Q: 24 clusters Score -4.217332e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 4216 members 
Mstep: Class 3 contains 86146 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 65305 members 
Mstep: Class 6 contains 44808 members 
Mstep: Class 7 contains 69629 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 57468 members 
Mstep: Class 12 contains 71 members 
Mstep: Class 13 contains 8761 members 
Mstep: Class 14 contains 75483 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 125982 members 
Mstep: Class 17 contains 13936 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 65379 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 35067 members 
Mstep: Class 23 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177464.000000 Penalty: 14079.773438
Iteration 40F: 24 clusters Score -4.217746e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 86582 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 67487 members 
Mstep: Class 6 contains 44670 members 
Mstep: Class 7 contains 68923 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 57887 members 
Mstep: Class 12 contains 71 members 
Mstep: Class 13 contains 9054 members 
Mstep: Class 14 contains 75052 members 
Mstep: Class 15 contains 132 members 
Mstep: Class 16 contains 122917 members 
Mstep: Class 17 contains 13940 members 
Mstep: Class 18 contains 1314 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 64937 members 
Mstep: Class 21 contains 6997 members 
Mstep: Class 22 contains 35103 members 
Mstep: Class 23 contains 7090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180200.000000 Penalty: 14079.773438
Iteration 41Q: 24 clusters Score -4.21802e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 87049 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 69584 members 
Mstep: Class 6 contains 44584 members 
Mstep: Class 7 contains 68294 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 10459 members 
Mstep: Class 11 contains 58121 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 74740 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 120049 members 
Mstep: Class 17 contains 13913 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 20 contains 64574 members 
Mstep: Class 21 contains 6920 members 
Mstep: Class 22 contains 35087 members 
Mstep: Class 23 contains 7273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182312.000000 Penalty: 14079.773438
Iteration 42Q: 24 clusters Score -4.218231e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 87552 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 71602 members 
Mstep: Class 6 contains 44529 members 
Mstep: Class 7 contains 67697 members 
Mstep: Class 8 contains 1018 members 
Mstep: Class 9 contains 4082 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 58338 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 9638 members 
Mstep: Class 14 contains 74505 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 117248 members 
Mstep: Class 17 contains 13829 members 
Mstep: Class 18 contains 1408 members 
Mstep: Class 19 contains 4737 members 
Mstep: Class 20 contains 64234 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 35039 members 
Mstep: Class 23 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183732.000000 Penalty: 14079.773438
Iteration 43Q: 24 clusters Score -4.218373e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 87988 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 73520 members 
Mstep: Class 6 contains 44503 members 
Mstep: Class 7 contains 67090 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 58557 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 9903 members 
Mstep: Class 14 contains 74466 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 114460 members 
Mstep: Class 17 contains 13731 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 63966 members 
Mstep: Class 21 contains 6824 members 
Mstep: Class 22 contains 34958 members 
Mstep: Class 23 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185144.000000 Penalty: 14079.773438
Iteration 44Q: 24 clusters Score -4.218514e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 88311 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 75534 members 
Mstep: Class 6 contains 44480 members 
Mstep: Class 7 contains 66446 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 11489 members 
Mstep: Class 11 contains 58848 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 74565 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 111430 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 63736 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 34868 members 
Mstep: Class 23 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187024.000000 Penalty: 14079.773438
Iteration 45Q: 24 clusters Score -4.218702e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 88537 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 78711 members 
Mstep: Class 6 contains 44461 members 
Mstep: Class 7 contains 65688 members 
Mstep: Class 8 contains 1201 members 
Mstep: Class 9 contains 4102 members 
Mstep: Class 10 contains 11742 members 
Mstep: Class 11 contains 59146 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 73811 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 108361 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 5572 members 
Mstep: Class 20 contains 63533 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 34727 members 
Mstep: Class 23 contains 7902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190104.000000 Penalty: 14079.773438
Iteration 46Q: 24 clusters Score -4.21901e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 88738 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 83034 members 
Mstep: Class 6 contains 44406 members 
Mstep: Class 7 contains 64737 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 4107 members 
Mstep: Class 10 contains 11898 members 
Mstep: Class 11 contains 59653 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 71992 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 105427 members 
Mstep: Class 17 contains 13485 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 63329 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 34592 members 
Mstep: Class 23 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191912.000000 Penalty: 14079.773438
Iteration 47Q: 24 clusters Score -4.219191e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 88841 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 87648 members 
Mstep: Class 6 contains 44336 members 
Mstep: Class 7 contains 63616 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 4104 members 
Mstep: Class 10 contains 12055 members 
Mstep: Class 11 contains 60780 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 69289 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 102826 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 6832 members 
Mstep: Class 22 contains 34486 members 
Mstep: Class 23 contains 8233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190660.000000 Penalty: 14079.773438
Iteration 48Q: 24 clusters Score -4.219066e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 88957 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 91178 members 
Mstep: Class 6 contains 44266 members 
Mstep: Class 7 contains 62445 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 12197 members 
Mstep: Class 11 contains 62715 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 65959 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 101112 members 
Mstep: Class 17 contains 13206 members 
Mstep: Class 18 contains 1495 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 62976 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 34424 members 
Mstep: Class 23 contains 8386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188100.000000 Penalty: 14079.773438
Iteration 49Q: 24 clusters Score -4.21881e+07 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 89253 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 44210 members 
Mstep: Class 7 contains 61434 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 4122 members 
Mstep: Class 10 contains 12367 members 
Mstep: Class 11 contains 65213 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11386 members 
Mstep: Class 14 contains 63460 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 100023 members 
Mstep: Class 17 contains 13121 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 20 contains 62857 members 
Mstep: Class 21 contains 6922 members 
Mstep: Class 22 contains 34342 members 
Mstep: Class 23 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185824.000000 Penalty: 14079.773438
Iteration 50Q: 24 clusters Score -4.218582e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 89573 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 90945 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 60736 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 12570 members 
Mstep: Class 11 contains 67977 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11481 members 
Mstep: Class 14 contains 62343 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 99337 members 
Mstep: Class 17 contains 13095 members 
Mstep: Class 18 contains 1484 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 62736 members 
Mstep: Class 21 contains 7011 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 8617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186696.000000 Penalty: 14079.773438
Iteration 51Q: 24 clusters Score -4.21867e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 89900 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 88288 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 60302 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 12728 members 
Mstep: Class 11 contains 70646 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11523 members 
Mstep: Class 14 contains 62273 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 98807 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 62603 members 
Mstep: Class 21 contains 7118 members 
Mstep: Class 22 contains 34115 members 
Mstep: Class 23 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188844.000000 Penalty: 14079.773438
Iteration 52Q: 24 clusters Score -4.218884e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 90071 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 85621 members 
Mstep: Class 6 contains 44232 members 
Mstep: Class 7 contains 60007 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 72976 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11442 members 
Mstep: Class 14 contains 62980 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 98057 members 
Mstep: Class 17 contains 13137 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 62463 members 
Mstep: Class 21 contains 7239 members 
Mstep: Class 22 contains 33943 members 
Mstep: Class 23 contains 8820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191748.000000 Penalty: 14079.773438
Iteration 53Q: 24 clusters Score -4.219175e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 90137 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 83327 members 
Mstep: Class 6 contains 44220 members 
Mstep: Class 7 contains 59719 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 4239 members 
Mstep: Class 10 contains 13051 members 
Mstep: Class 11 contains 75046 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11291 members 
Mstep: Class 14 contains 63880 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 97202 members 
Mstep: Class 17 contains 13203 members 
Mstep: Class 18 contains 1458 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 62325 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 33787 members 
Mstep: Class 23 contains 8913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194764.000000 Penalty: 14079.773438
Iteration 54Q: 24 clusters Score -4.219476e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 90073 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 81588 members 
Mstep: Class 6 contains 44203 members 
Mstep: Class 7 contains 59421 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 76745 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 11083 members 
Mstep: Class 14 contains 64895 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 96240 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 62213 members 
Mstep: Class 21 contains 7399 members 
Mstep: Class 22 contains 33620 members 
Mstep: Class 23 contains 9010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197252.000000 Penalty: 14079.773438
Iteration 55Q: 24 clusters Score -4.219725e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 90021 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 80285 members 
Mstep: Class 6 contains 44182 members 
Mstep: Class 7 contains 59146 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 4332 members 
Mstep: Class 10 contains 13371 members 
Mstep: Class 11 contains 78154 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 14 contains 65996 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 95165 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 6921 members 
Mstep: Class 20 contains 62086 members 
Mstep: Class 21 contains 7454 members 
Mstep: Class 22 contains 33439 members 
Mstep: Class 23 contains 9113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199424.000000 Penalty: 14079.773438
Iteration 56Q: 24 clusters Score -4.219942e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 90042 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 79417 members 
Mstep: Class 6 contains 44167 members 
Mstep: Class 7 contains 58840 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 4367 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 11 contains 79341 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 10522 members 
Mstep: Class 14 contains 67070 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 93997 members 
Mstep: Class 17 contains 13343 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 61978 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 33293 members 
Mstep: Class 23 contains 9195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 14079.773438
Iteration 57Q: 24 clusters Score -4.220077e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 90056 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 78893 members 
Mstep: Class 6 contains 44147 members 
Mstep: Class 7 contains 58499 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 80439 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 10165 members 
Mstep: Class 14 contains 68133 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 92720 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 61889 members 
Mstep: Class 21 contains 7531 members 
Mstep: Class 22 contains 33143 members 
Mstep: Class 23 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201268.000000 Penalty: 14079.773438
Iteration 58Q: 24 clusters Score -4.220127e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 90061 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 78447 members 
Mstep: Class 6 contains 44130 members 
Mstep: Class 7 contains 58155 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 4471 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 81602 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 9801 members 
Mstep: Class 14 contains 69203 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 91334 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 61805 members 
Mstep: Class 21 contains 7568 members 
Mstep: Class 22 contains 33016 members 
Mstep: Class 23 contains 9337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201348.000000 Penalty: 14079.773438
Iteration 59Q: 24 clusters Score -4.220135e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 90070 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 78139 members 
Mstep: Class 6 contains 44113 members 
Mstep: Class 7 contains 57828 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 13522 members 
Mstep: Class 11 contains 82710 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 70191 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 89921 members 
Mstep: Class 17 contains 13508 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 61720 members 
Mstep: Class 21 contains 7597 members 
Mstep: Class 22 contains 32902 members 
Mstep: Class 23 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201712.000000 Penalty: 14079.773438
Iteration 60F: 24 clusters Score -4.220171e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 90097 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 78047 members 
Mstep: Class 6 contains 44101 members 
Mstep: Class 7 contains 57331 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 83630 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 71120 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 88502 members 
Mstep: Class 17 contains 13594 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 61640 members 
Mstep: Class 21 contains 7626 members 
Mstep: Class 22 contains 32782 members 
Mstep: Class 23 contains 9474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201368.000000 Penalty: 14079.773438
Iteration 61Q: 24 clusters Score -4.220137e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 4269 members 
Mstep: Class 3 contains 90130 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 77860 members 
Mstep: Class 6 contains 44088 members 
Mstep: Class 7 contains 56768 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 84461 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8879 members 
Mstep: Class 14 contains 72344 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 87005 members 
Mstep: Class 17 contains 13716 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 61542 members 
Mstep: Class 21 contains 7683 members 
Mstep: Class 22 contains 32681 members 
Mstep: Class 23 contains 9557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201192.000000 Penalty: 14079.773438
Iteration 62Q: 24 clusters Score -4.220119e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 90267 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 77629 members 
Mstep: Class 6 contains 44088 members 
Mstep: Class 7 contains 56202 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 13364 members 
Mstep: Class 11 contains 84982 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8639 members 
Mstep: Class 14 contains 73629 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 85608 members 
Mstep: Class 17 contains 13832 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 61436 members 
Mstep: Class 21 contains 7727 members 
Mstep: Class 22 contains 32578 members 
Mstep: Class 23 contains 9646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200684.000000 Penalty: 14079.773438
Iteration 63Q: 24 clusters Score -4.220068e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 90375 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77310 members 
Mstep: Class 6 contains 44052 members 
Mstep: Class 7 contains 55633 members 
Mstep: Class 8 contains 1897 members 
Mstep: Class 9 contains 4678 members 
Mstep: Class 10 contains 13328 members 
Mstep: Class 11 contains 85368 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 75112 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 84224 members 
Mstep: Class 17 contains 13968 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 61349 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 32487 members 
Mstep: Class 23 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200604.000000 Penalty: 14079.773438
Iteration 64Q: 24 clusters Score -4.22006e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 90478 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76913 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 55082 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 13336 members 
Mstep: Class 11 contains 85636 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8278 members 
Mstep: Class 14 contains 76765 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 82866 members 
Mstep: Class 17 contains 14075 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 61249 members 
Mstep: Class 21 contains 7767 members 
Mstep: Class 22 contains 32411 members 
Mstep: Class 23 contains 9854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200560.000000 Penalty: 14079.773438
Iteration 65Q: 24 clusters Score -4.220056e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 90517 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76400 members 
Mstep: Class 6 contains 43948 members 
Mstep: Class 7 contains 54474 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 85811 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8161 members 
Mstep: Class 14 contains 78562 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 81586 members 
Mstep: Class 17 contains 14186 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 61163 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 32342 members 
Mstep: Class 23 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200564.000000 Penalty: 14079.773438
Iteration 66Q: 24 clusters Score -4.220056e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 90651 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76112 members 
Mstep: Class 6 contains 43903 members 
Mstep: Class 7 contains 53807 members 
Mstep: Class 8 contains 1897 members 
Mstep: Class 9 contains 4701 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 85800 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 80040 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 80542 members 
Mstep: Class 17 contains 14290 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 9142 members 
Mstep: Class 20 contains 61080 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 32289 members 
Mstep: Class 23 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200752.000000 Penalty: 14079.773438
Iteration 67Q: 24 clusters Score -4.220075e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 90780 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75949 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 53238 members 
Mstep: Class 8 contains 1897 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 13511 members 
Mstep: Class 11 contains 85757 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 81047 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 79781 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 60994 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 32237 members 
Mstep: Class 23 contains 10210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200564.000000 Penalty: 14079.773438
Iteration 68Q: 24 clusters Score -4.220056e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 90906 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76032 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 52722 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 4670 members 
Mstep: Class 10 contains 13592 members 
Mstep: Class 11 contains 85683 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 81645 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 79163 members 
Mstep: Class 17 contains 14539 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 20 contains 60904 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 32209 members 
Mstep: Class 23 contains 10339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200628.000000 Penalty: 14079.773438
Iteration 69Q: 24 clusters Score -4.220063e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 91021 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76465 members 
Mstep: Class 6 contains 43774 members 
Mstep: Class 7 contains 52267 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 13675 members 
Mstep: Class 11 contains 85678 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 81620 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 78685 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 60798 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 32149 members 
Mstep: Class 23 contains 10463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200820.000000 Penalty: 14079.773438
Iteration 70Q: 24 clusters Score -4.220082e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 91143 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77041 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 51750 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 4622 members 
Mstep: Class 10 contains 13749 members 
Mstep: Class 11 contains 85685 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7564 members 
Mstep: Class 14 contains 81222 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 78544 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 10262 members 
Mstep: Class 20 contains 60680 members 
Mstep: Class 21 contains 7795 members 
Mstep: Class 22 contains 32081 members 
Mstep: Class 23 contains 10576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200308.000000 Penalty: 14079.773438
Iteration 71Q: 24 clusters Score -4.220031e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 91247 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77595 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 51270 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 13843 members 
Mstep: Class 11 contains 85860 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 80420 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 78590 members 
Mstep: Class 17 contains 14825 members 
Mstep: Class 18 contains 1570 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 60559 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 32017 members 
Mstep: Class 23 contains 10702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200248.000000 Penalty: 14079.773438
Iteration 72Q: 24 clusters Score -4.220025e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 91308 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77950 members 
Mstep: Class 6 contains 43769 members 
Mstep: Class 7 contains 50825 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 86079 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 79629 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 78737 members 
Mstep: Class 17 contains 14921 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 10795 members 
Mstep: Class 20 contains 60400 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 31970 members 
Mstep: Class 23 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200684.000000 Penalty: 14079.773438
Iteration 73Q: 24 clusters Score -4.220068e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 91365 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 78153 members 
Mstep: Class 6 contains 43767 members 
Mstep: Class 7 contains 50409 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 14058 members 
Mstep: Class 11 contains 86144 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 14 contains 79092 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 78883 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 11014 members 
Mstep: Class 20 contains 60280 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 31952 members 
Mstep: Class 23 contains 10997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200804.000000 Penalty: 14079.773438
Iteration 74Q: 24 clusters Score -4.22008e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 91401 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 78080 members 
Mstep: Class 6 contains 43763 members 
Mstep: Class 7 contains 50021 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 11 contains 86143 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 78972 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 78967 members 
Mstep: Class 17 contains 15178 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 11211 members 
Mstep: Class 20 contains 60163 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 31933 members 
Mstep: Class 23 contains 11121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200812.000000 Penalty: 14079.773438
Iteration 75Q: 24 clusters Score -4.220081e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 91406 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77865 members 
Mstep: Class 6 contains 43765 members 
Mstep: Class 7 contains 49650 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 14309 members 
Mstep: Class 11 contains 86043 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 7026 members 
Mstep: Class 14 contains 79054 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79099 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 60014 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 31927 members 
Mstep: Class 23 contains 11277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201560.000000 Penalty: 14079.773438
Iteration 76Q: 24 clusters Score -4.220156e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 91394 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77540 members 
Mstep: Class 6 contains 43776 members 
Mstep: Class 7 contains 49404 members 
Mstep: Class 8 contains 2065 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 85909 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6925 members 
Mstep: Class 14 contains 79257 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79178 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 11558 members 
Mstep: Class 20 contains 59869 members 
Mstep: Class 21 contains 7712 members 
Mstep: Class 22 contains 31896 members 
Mstep: Class 23 contains 11429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202568.000000 Penalty: 14079.773438
Iteration 77Q: 24 clusters Score -4.220257e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 91387 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 77111 members 
Mstep: Class 6 contains 43777 members 
Mstep: Class 7 contains 49205 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 85723 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 79598 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79293 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11733 members 
Mstep: Class 20 contains 59718 members 
Mstep: Class 21 contains 7698 members 
Mstep: Class 22 contains 31863 members 
Mstep: Class 23 contains 11584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203624.000000 Penalty: 14079.773438
Iteration 78Q: 24 clusters Score -4.220362e+07 nChanged 5316
Entering ConstructFrom: 
Score: -42203624.000000 Penalty: 14079.773438
Entering ConstructFrom: 
Trying to split cluster 1 (17608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Entering Unmasked Estep 
Score: -1145597.375000 Penalty: 444.812958
	Iteration 0F: 2 clusters Score -1145597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1133930.250000 Penalty: 889.625916
	Iteration 0F: 3 clusters Score -1133930 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1138872.000000 Penalty: 889.625916
	Iteration 1F: 3 clusters Score -1138872 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1139442.125000 Penalty: 889.625916
	Iteration 2F: 3 clusters Score -1139442 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1140296.750000 Penalty: 889.625916
	Iteration 3F: 3 clusters Score -1140297 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1141456.875000 Penalty: 889.625916
	Iteration 4F: 3 clusters Score -1141457 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1142822.000000 Penalty: 889.625916
	Iteration 5F: 3 clusters Score -1142822 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1143922.750000 Penalty: 889.625916
	Iteration 6F: 3 clusters Score -1143923 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1144580.500000 Penalty: 889.625916
	Iteration 7Q: 3 clusters Score -1144580 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1144899.375000 Penalty: 889.625916
	Iteration 8Q: 3 clusters Score -1144899 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1145063.625000 Penalty: 889.625916
	Iteration 9Q: 3 clusters Score -1145064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1145133.000000 Penalty: 889.625916
	Iteration 10Q: 3 clusters Score -1145133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1145180.500000 Penalty: 889.625916
	Iteration 11Q: 3 clusters Score -1145180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1145211.375000 Penalty: 889.625916
	Iteration 12Q: 3 clusters Score -1145211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1145220.250000 Penalty: 889.625916
	Iteration 13Q: 3 clusters Score -1145220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1145226.250000 Penalty: 889.625916
	Iteration 14Q: 3 clusters Score -1145226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1145229.750000 Penalty: 889.625916
	Iteration 15Q: 3 clusters Score -1145230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1145234.750000 Penalty: 889.625916
	Iteration 16Q: 3 clusters Score -1145235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1145238.875000 Penalty: 889.625916
	Iteration 17Q: 3 clusters Score -1145239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1145241.750000 Penalty: 889.625916
	Iteration 18Q: 3 clusters Score -1145242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1145244.625000 Penalty: 889.625916
	Iteration 19Q: 3 clusters Score -1145245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1145246.125000 Penalty: 889.625916
	Iteration 20F: 3 clusters Score -1145246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1145245.625000 Penalty: 889.625916
	Iteration 21Q: 3 clusters Score -1145246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1145245.500000 Penalty: 889.625916
	Iteration 22Q: 3 clusters Score -1145246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1145246.750000 Penalty: 889.625916
	Iteration 23Q: 3 clusters Score -1145247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1145246.125000 Penalty: 889.625916
	Iteration 24Q: 3 clusters Score -1145246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1145246.125000 Penalty: 889.625916
	Iteration 25F: 3 clusters Score -1145246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -238833.421875 Penalty: 380.019745
	Iteration 0F: 2 clusters Score -238833.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -235966.687500 Penalty: 760.039490
	Iteration 0F: 3 clusters Score -235966.7 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -237094.109375 Penalty: 760.039490
	Iteration 1F: 3 clusters Score -237094.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -237314.703125 Penalty: 760.039490
	Iteration 2F: 3 clusters Score -237314.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -237503.218750 Penalty: 760.039490
	Iteration 3F: 3 clusters Score -237503.2 nChanged 283
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: -237682.171875 Penalty: 760.039490
	Iteration 4F: 3 clusters Score -237682.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -237848.234375 Penalty: 760.039490
	Iteration 5F: 3 clusters Score -237848.2 nChanged 197
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: -237962.343750 Penalty: 760.039490
	Iteration 6Q: 3 clusters Score -237962.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -238050.312500 Penalty: 760.039490
	Iteration 7Q: 3 clusters Score -238050.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -238098.937500 Penalty: 760.039490
	Iteration 8Q: 3 clusters Score -238098.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -238135.734375 Penalty: 760.039490
	Iteration 9Q: 3 clusters Score -238135.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -238166.968750 Penalty: 760.039490
	Iteration 10Q: 3 clusters Score -238167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -238186.406250 Penalty: 760.039490
	Iteration 11Q: 3 clusters Score -238186.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -238199.750000 Penalty: 760.039490
	Iteration 12Q: 3 clusters Score -238199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -238218.078125 Penalty: 760.039490
	Iteration 13Q: 3 clusters Score -238218.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -238243.500000 Penalty: 760.039490
	Iteration 14Q: 3 clusters Score -238243.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -238271.406250 Penalty: 760.039490
	Iteration 15Q: 3 clusters Score -238271.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -238311.265625 Penalty: 760.039490
	Iteration 16Q: 3 clusters Score -238311.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -238345.031250 Penalty: 760.039490
	Iteration 17Q: 3 clusters Score -238345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -238367.531250 Penalty: 760.039490
	Iteration 18Q: 3 clusters Score -238367.5 nChanged 58
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: -238388.609375 Penalty: 760.039490
	Iteration 19Q: 3 clusters Score -238388.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -238403.390625 Penalty: 760.039490
	Iteration 20F: 3 clusters Score -238403.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -238417.390625 Penalty: 760.039490
	Iteration 21Q: 3 clusters Score -238417.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -238433.000000 Penalty: 760.039490
	Iteration 22Q: 3 clusters Score -238433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -238448.078125 Penalty: 760.039490
	Iteration 23Q: 3 clusters Score -238448.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -238463.843750 Penalty: 760.039490
	Iteration 24Q: 3 clusters Score -238463.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -238483.546875 Penalty: 760.039490
	Iteration 25Q: 3 clusters Score -238483.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -238506.078125 Penalty: 760.039490
	Iteration 26Q: 3 clusters Score -238506.1 nChanged 49
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: -238525.953125 Penalty: 760.039490
	Iteration 27Q: 3 clusters Score -238526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -238552.875000 Penalty: 760.039490
	Iteration 28Q: 3 clusters Score -238552.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -238576.578125 Penalty: 760.039490
	Iteration 29Q: 3 clusters Score -238576.6 nChanged 41
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: -238586.531250 Penalty: 760.039490
	Iteration 30Q: 3 clusters Score -238586.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -238593.093750 Penalty: 760.039490
	Iteration 31Q: 3 clusters Score -238593.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -238599.187500 Penalty: 760.039490
	Iteration 32Q: 3 clusters Score -238599.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -238603.406250 Penalty: 760.039490
	Iteration 33Q: 3 clusters Score -238603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -238606.984375 Penalty: 760.039490
	Iteration 34Q: 3 clusters Score -238607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -238608.937500 Penalty: 760.039490
	Iteration 35Q: 3 clusters Score -238608.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -238614.468750 Penalty: 760.039490
	Iteration 36Q: 3 clusters Score -238614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -238616.984375 Penalty: 760.039490
	Iteration 37Q: 3 clusters Score -238617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -238619.328125 Penalty: 760.039490
	Iteration 38Q: 3 clusters Score -238619.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -238622.703125 Penalty: 760.039490
	Iteration 39Q: 3 clusters Score -238622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -238623.984375 Penalty: 760.039490
	Iteration 40F: 3 clusters Score -238624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -238623.843750 Penalty: 760.039490
	Iteration 41Q: 3 clusters Score -238623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -238624.265625 Penalty: 760.039490
	Iteration 42Q: 3 clusters Score -238624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -238624.562500 Penalty: 760.039490
	Iteration 43Q: 3 clusters Score -238624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -238625.828125 Penalty: 760.039490
	Iteration 44Q: 3 clusters Score -238625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -238626.562500 Penalty: 760.039490
	Iteration 45Q: 3 clusters Score -238626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -238626.859375 Penalty: 760.039490
	Iteration 46Q: 3 clusters Score -238626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -238626.859375 Penalty: 760.039490
	Iteration 47F: 3 clusters Score -238626.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Entering Unmasked Estep 
Score: -5670070.000000 Penalty: 519.723145
	Iteration 0F: 2 clusters Score -5670070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -5619432.500000 Penalty: 1039.446289
	Iteration 0F: 3 clusters Score -5619432 nChanged 44633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5647188.500000 Penalty: 1039.446289
	Iteration 1F: 3 clusters Score -5647188 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5649795.000000 Penalty: 1039.446289
	Iteration 2Q: 3 clusters Score -5649795 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -5654312.000000 Penalty: 1039.446289
	Iteration 3F: 3 clusters Score -5654312 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -5660408.000000 Penalty: 1039.446289
	Iteration 4F: 3 clusters Score -5660408 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5665382.000000 Penalty: 1039.446289
	Iteration 5F: 3 clusters Score -5665382 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5668404.500000 Penalty: 1039.446289
	Iteration 6Q: 3 clusters Score -5668404 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5669932.000000 Penalty: 1039.446289
	Iteration 7Q: 3 clusters Score -5669932 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5670718.000000 Penalty: 1039.446289
	Iteration 8Q: 3 clusters Score -5670718 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5671047.000000 Penalty: 1039.446289
	Iteration 9Q: 3 clusters Score -5671047 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -5671087.000000 Penalty: 1039.446289
	Iteration 10Q: 3 clusters Score -5671087 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5671112.000000 Penalty: 1039.446289
	Iteration 11Q: 3 clusters Score -5671112 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5671122.500000 Penalty: 1039.446289
	Iteration 12Q: 3 clusters Score -5671122 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5671027.000000 Penalty: 1039.446289
	Iteration 13Q: 3 clusters Score -5671027 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5670894.000000 Penalty: 1039.446289
	Iteration 14Q: 3 clusters Score -5670894 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -5670787.000000 Penalty: 1039.446289
	Iteration 15Q: 3 clusters Score -5670787 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -5670663.000000 Penalty: 1039.446289
	Iteration 16Q: 3 clusters Score -5670663 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -5670475.000000 Penalty: 1039.446289
	Iteration 17Q: 3 clusters Score -5670475 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -5670339.500000 Penalty: 1039.446289
	Iteration 18Q: 3 clusters Score -5670340 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -5670092.000000 Penalty: 1039.446289
	Iteration 19Q: 3 clusters Score -5670092 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -5669883.000000 Penalty: 1039.446289
	Iteration 20F: 3 clusters Score -5669883 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -5669836.500000 Penalty: 1039.446289
	Iteration 21Q: 3 clusters Score -5669836 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5669890.000000 Penalty: 1039.446289
	Iteration 22Q: 3 clusters Score -5669890 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -5669850.500000 Penalty: 1039.446289
	Iteration 23Q: 3 clusters Score -5669850 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5669826.000000 Penalty: 1039.446289
	Iteration 24Q: 3 clusters Score -5669826 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5669774.000000 Penalty: 1039.446289
	Iteration 25Q: 3 clusters Score -5669774 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5669755.000000 Penalty: 1039.446289
	Iteration 26Q: 3 clusters Score -5669755 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5669697.500000 Penalty: 1039.446289
	Iteration 27Q: 3 clusters Score -5669698 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5669722.000000 Penalty: 1039.446289
	Iteration 28Q: 3 clusters Score -5669722 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -5669745.500000 Penalty: 1039.446289
	Iteration 29Q: 3 clusters Score -5669746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -5669783.500000 Penalty: 1039.446289
	Iteration 30Q: 3 clusters Score -5669784 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -5669794.000000 Penalty: 1039.446289
	Iteration 31Q: 3 clusters Score -5669794 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5669812.500000 Penalty: 1039.446289
	Iteration 32Q: 3 clusters Score -5669812 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5669853.500000 Penalty: 1039.446289
	Iteration 33Q: 3 clusters Score -5669854 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5669861.500000 Penalty: 1039.446289
	Iteration 34Q: 3 clusters Score -5669862 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5669833.000000 Penalty: 1039.446289
	Iteration 35Q: 3 clusters Score -5669833 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5669872.000000 Penalty: 1039.446289
	Iteration 36Q: 3 clusters Score -5669872 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5669905.500000 Penalty: 1039.446289
	Iteration 37Q: 3 clusters Score -5669906 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5669914.500000 Penalty: 1039.446289
	Iteration 38Q: 3 clusters Score -5669914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5669935.500000 Penalty: 1039.446289
	Iteration 39Q: 3 clusters Score -5669936 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -5669956.500000 Penalty: 1039.446289
	Iteration 40F: 3 clusters Score -5669956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5669937.500000 Penalty: 1039.446289
	Iteration 41Q: 3 clusters Score -5669938 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -5669938.500000 Penalty: 1039.446289
	Iteration 42Q: 3 clusters Score -5669938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -5669931.500000 Penalty: 1039.446289
	Iteration 43Q: 3 clusters Score -5669932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5669954.500000 Penalty: 1039.446289
	Iteration 44Q: 3 clusters Score -5669954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5670005.000000 Penalty: 1039.446289
	Iteration 45Q: 3 clusters Score -5670005 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5670022.000000 Penalty: 1039.446289
	Iteration 46Q: 3 clusters Score -5670022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5670022.500000 Penalty: 1039.446289
	Iteration 47Q: 3 clusters Score -5670022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5670026.500000 Penalty: 1039.446289
	Iteration 48Q: 3 clusters Score -5670026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5670030.000000 Penalty: 1039.446289
	Iteration 49Q: 3 clusters Score -5670030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5670032.500000 Penalty: 1039.446289
	Iteration 50Q: 3 clusters Score -5670032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5670040.500000 Penalty: 1039.446289
	Iteration 51Q: 3 clusters Score -5670040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5670030.000000 Penalty: 1039.446289
	Iteration 52Q: 3 clusters Score -5670030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5670037.000000 Penalty: 1039.446289
	Iteration 53Q: 3 clusters Score -5670037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5670037.500000 Penalty: 1039.446289
	Iteration 54Q: 3 clusters Score -5670038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -5670031.500000 Penalty: 1039.446289
	Iteration 55Q: 3 clusters Score -5670032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5670040.000000 Penalty: 1039.446289
	Iteration 56Q: 3 clusters Score -5670040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5670034.000000 Penalty: 1039.446289
	Iteration 57Q: 3 clusters Score -5670034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -5670052.500000 Penalty: 1039.446289
	Iteration 58Q: 3 clusters Score -5670052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -5670052.500000 Penalty: 1039.446289
	Iteration 59Q: 3 clusters Score -5670052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5670053.500000 Penalty: 1039.446289
	Iteration 60F: 3 clusters Score -5670054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5670049.500000 Penalty: 1039.446289
	Iteration 61Q: 3 clusters Score -5670050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5670032.500000 Penalty: 1039.446289
	Iteration 62Q: 3 clusters Score -5670032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5670029.000000 Penalty: 1039.446289
	Iteration 63Q: 3 clusters Score -5670029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5670046.500000 Penalty: 1039.446289
	Iteration 64Q: 3 clusters Score -5670046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5670039.000000 Penalty: 1039.446289
	Iteration 65Q: 3 clusters Score -5670039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -5670022.500000 Penalty: 1039.446289
	Iteration 66Q: 3 clusters Score -5670022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -5670022.000000 Penalty: 1039.446289
	Iteration 67Q: 3 clusters Score -5670022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5670028.500000 Penalty: 1039.446289
	Iteration 68Q: 3 clusters Score -5670028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5670026.000000 Penalty: 1039.446289
	Iteration 69Q: 3 clusters Score -5670026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5670023.000000 Penalty: 1039.446289
	Iteration 70Q: 3 clusters Score -5670023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5670024.500000 Penalty: 1039.446289
	Iteration 71Q: 3 clusters Score -5670024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5670020.500000 Penalty: 1039.446289
	Iteration 72Q: 3 clusters Score -5670020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5670022.000000 Penalty: 1039.446289
	Iteration 73Q: 3 clusters Score -5670022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5670027.500000 Penalty: 1039.446289
	Iteration 74Q: 3 clusters Score -5670028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -5670025.000000 Penalty: 1039.446289
	Iteration 75Q: 3 clusters Score -5670025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5670014.000000 Penalty: 1039.446289
	Iteration 76Q: 3 clusters Score -5670014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5670016.000000 Penalty: 1039.446289
	Iteration 77Q: 3 clusters Score -5670016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5670016.000000 Penalty: 1039.446289
	Iteration 78F: 3 clusters Score -5670016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -52903.175781 Penalty: 315.955963
	Iteration 0F: 2 clusters Score -52903.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52070.804688 Penalty: 631.911926
	Iteration 0F: 3 clusters Score -52070.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52378.847656 Penalty: 631.911926
	Iteration 1F: 3 clusters Score -52378.85 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52541.226562 Penalty: 631.911926
	Iteration 2F: 3 clusters Score -52541.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52692.175781 Penalty: 631.911926
	Iteration 3F: 3 clusters Score -52692.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52773.062500 Penalty: 631.911926
	Iteration 4F: 3 clusters Score -52773.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52826.707031 Penalty: 631.911926
	Iteration 5Q: 3 clusters Score -52826.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52854.468750 Penalty: 631.911926
	Iteration 6Q: 3 clusters Score -52854.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52870.132812 Penalty: 631.911926
	Iteration 7Q: 3 clusters Score -52870.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52877.171875 Penalty: 631.911926
	Iteration 8Q: 3 clusters Score -52877.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52879.539062 Penalty: 631.911926
	Iteration 9Q: 3 clusters Score -52879.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52880.550781 Penalty: 631.911926
	Iteration 10Q: 3 clusters Score -52880.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52880.839844 Penalty: 631.911926
	Iteration 11Q: 3 clusters Score -52880.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52881.019531 Penalty: 631.911926
	Iteration 12Q: 3 clusters Score -52881.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52881.945312 Penalty: 631.911926
	Iteration 13Q: 3 clusters Score -52881.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52882.929688 Penalty: 631.911926
	Iteration 14Q: 3 clusters Score -52882.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52884.921875 Penalty: 631.911926
	Iteration 15Q: 3 clusters Score -52884.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -52887.902344 Penalty: 631.911926
	Iteration 16Q: 3 clusters Score -52887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52891.855469 Penalty: 631.911926
	Iteration 17Q: 3 clusters Score -52891.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52893.285156 Penalty: 631.911926
	Iteration 18Q: 3 clusters Score -52893.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52894.035156 Penalty: 631.911926
	Iteration 19Q: 3 clusters Score -52894.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52894.429688 Penalty: 631.911926
	Iteration 20F: 3 clusters Score -52894.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52894.644531 Penalty: 631.911926
	Iteration 21Q: 3 clusters Score -52894.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52894.691406 Penalty: 631.911926
	Iteration 22Q: 3 clusters Score -52894.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52894.691406 Penalty: 631.911926
	Iteration 23F: 3 clusters Score -52894.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Entering Unmasked Estep 
Score: -4897298.500000 Penalty: 511.787964
	Iteration 0F: 2 clusters Score -4897298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -4848941.500000 Penalty: 1023.575928
	Iteration 0F: 3 clusters Score -4848942 nChanged 37287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -4873805.000000 Penalty: 1023.575928
	Iteration 1F: 3 clusters Score -4873805 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -4877044.500000 Penalty: 1023.575928
	Iteration 2F: 3 clusters Score -4877044 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -4881774.500000 Penalty: 1023.575928
	Iteration 3F: 3 clusters Score -4881774 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -4886952.000000 Penalty: 1023.575928
	Iteration 4F: 3 clusters Score -4886952 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -4890050.500000 Penalty: 1023.575928
	Iteration 5F: 3 clusters Score -4890050 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -4891048.000000 Penalty: 1023.575928
	Iteration 6Q: 3 clusters Score -4891048 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -4891400.500000 Penalty: 1023.575928
	Iteration 7Q: 3 clusters Score -4891400 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -4891604.000000 Penalty: 1023.575928
	Iteration 8Q: 3 clusters Score -4891604 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -4891777.000000 Penalty: 1023.575928
	Iteration 9Q: 3 clusters Score -4891777 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -4891805.000000 Penalty: 1023.575928
	Iteration 10Q: 3 clusters Score -4891805 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -4891809.000000 Penalty: 1023.575928
	Iteration 11Q: 3 clusters Score -4891809 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -4891866.000000 Penalty: 1023.575928
	Iteration 12Q: 3 clusters Score -4891866 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -4891869.000000 Penalty: 1023.575928
	Iteration 13Q: 3 clusters Score -4891869 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -4891944.000000 Penalty: 1023.575928
	Iteration 14Q: 3 clusters Score -4891944 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -4891994.000000 Penalty: 1023.575928
	Iteration 15Q: 3 clusters Score -4891994 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -4892014.000000 Penalty: 1023.575928
	Iteration 16Q: 3 clusters Score -4892014 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -4892005.000000 Penalty: 1023.575928
	Iteration 17Q: 3 clusters Score -4892005 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -4892097.000000 Penalty: 1023.575928
	Iteration 18Q: 3 clusters Score -4892097 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -4892114.000000 Penalty: 1023.575928
	Iteration 19Q: 3 clusters Score -4892114 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -4892371.500000 Penalty: 1023.575928
	Iteration 20F: 3 clusters Score -4892372 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -4892610.500000 Penalty: 1023.575928
	Iteration 21Q: 3 clusters Score -4892610 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -4893056.500000 Penalty: 1023.575928
	Iteration 22Q: 3 clusters Score -4893056 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -4893437.500000 Penalty: 1023.575928
	Iteration 23Q: 3 clusters Score -4893438 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -4893812.000000 Penalty: 1023.575928
	Iteration 24Q: 3 clusters Score -4893812 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4894100.000000 Penalty: 1023.575928
	Iteration 25Q: 3 clusters Score -4894100 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -4894257.500000 Penalty: 1023.575928
	Iteration 26Q: 3 clusters Score -4894258 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4894405.000000 Penalty: 1023.575928
	Iteration 27Q: 3 clusters Score -4894405 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4894448.500000 Penalty: 1023.575928
	Iteration 28Q: 3 clusters Score -4894448 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4894459.500000 Penalty: 1023.575928
	Iteration 29Q: 3 clusters Score -4894460 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4894520.500000 Penalty: 1023.575928
	Iteration 30Q: 3 clusters Score -4894520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -4894574.000000 Penalty: 1023.575928
	Iteration 31Q: 3 clusters Score -4894574 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4894606.000000 Penalty: 1023.575928
	Iteration 32Q: 3 clusters Score -4894606 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4894626.000000 Penalty: 1023.575928
	Iteration 33Q: 3 clusters Score -4894626 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4894642.500000 Penalty: 1023.575928
	Iteration 34Q: 3 clusters Score -4894642 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -4894640.000000 Penalty: 1023.575928
	Iteration 35Q: 3 clusters Score -4894640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4894641.000000 Penalty: 1023.575928
	Iteration 36Q: 3 clusters Score -4894641 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4894650.000000 Penalty: 1023.575928
	Iteration 37Q: 3 clusters Score -4894650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4894672.000000 Penalty: 1023.575928
	Iteration 38Q: 3 clusters Score -4894672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4894673.500000 Penalty: 1023.575928
	Iteration 39Q: 3 clusters Score -4894674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4894695.000000 Penalty: 1023.575928
	Iteration 40F: 3 clusters Score -4894695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4894703.000000 Penalty: 1023.575928
	Iteration 41Q: 3 clusters Score -4894703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4894700.500000 Penalty: 1023.575928
	Iteration 42Q: 3 clusters Score -4894700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -4894705.500000 Penalty: 1023.575928
	Iteration 43Q: 3 clusters Score -4894706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4894703.500000 Penalty: 1023.575928
	Iteration 44Q: 3 clusters Score -4894704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4894705.000000 Penalty: 1023.575928
	Iteration 45Q: 3 clusters Score -4894705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -4894705.000000 Penalty: 1023.575928
	Iteration 46Q: 3 clusters Score -4894705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4894701.000000 Penalty: 1023.575928
	Iteration 47Q: 3 clusters Score -4894701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4894711.000000 Penalty: 1023.575928
	Iteration 48Q: 3 clusters Score -4894711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4894714.500000 Penalty: 1023.575928
	Iteration 49Q: 3 clusters Score -4894714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4894713.000000 Penalty: 1023.575928
	Iteration 50Q: 3 clusters Score -4894713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4894711.000000 Penalty: 1023.575928
	Iteration 51Q: 3 clusters Score -4894711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4894721.000000 Penalty: 1023.575928
	Iteration 52Q: 3 clusters Score -4894721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4894714.000000 Penalty: 1023.575928
	Iteration 53Q: 3 clusters Score -4894714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4894719.000000 Penalty: 1023.575928
	Iteration 54Q: 3 clusters Score -4894719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4894708.000000 Penalty: 1023.575928
	Iteration 55Q: 3 clusters Score -4894708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4894713.000000 Penalty: 1023.575928
	Iteration 56Q: 3 clusters Score -4894713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -4894716.000000 Penalty: 1023.575928
	Iteration 57Q: 3 clusters Score -4894716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4894730.000000 Penalty: 1023.575928
	Iteration 58Q: 3 clusters Score -4894730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4894723.000000 Penalty: 1023.575928
	Iteration 59Q: 3 clusters Score -4894723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -4894730.000000 Penalty: 1023.575928
	Iteration 60F: 3 clusters Score -4894730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4894719.500000 Penalty: 1023.575928
	Iteration 61Q: 3 clusters Score -4894720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4894721.500000 Penalty: 1023.575928
	Iteration 62Q: 3 clusters Score -4894722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4894724.500000 Penalty: 1023.575928
	Iteration 63Q: 3 clusters Score -4894724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4894721.500000 Penalty: 1023.575928
	Iteration 64Q: 3 clusters Score -4894722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4894721.000000 Penalty: 1023.575928
	Iteration 65Q: 3 clusters Score -4894721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4894716.000000 Penalty: 1023.575928
	Iteration 66Q: 3 clusters Score -4894716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4894710.500000 Penalty: 1023.575928
	Iteration 67Q: 3 clusters Score -4894710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4894712.000000 Penalty: 1023.575928
	Iteration 68Q: 3 clusters Score -4894712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4894719.500000 Penalty: 1023.575928
	Iteration 69Q: 3 clusters Score -4894720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4894724.500000 Penalty: 1023.575928
	Iteration 70Q: 3 clusters Score -4894724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4894720.500000 Penalty: 1023.575928
	Iteration 71Q: 3 clusters Score -4894720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4894728.000000 Penalty: 1023.575928
	Iteration 72Q: 3 clusters Score -4894728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4894735.500000 Penalty: 1023.575928
	Iteration 73Q: 3 clusters Score -4894736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4894735.000000 Penalty: 1023.575928
	Iteration 74Q: 3 clusters Score -4894735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4894726.000000 Penalty: 1023.575928
	Iteration 75Q: 3 clusters Score -4894726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4894725.000000 Penalty: 1023.575928
	Iteration 76Q: 3 clusters Score -4894725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -4894722.000000 Penalty: 1023.575928
	Iteration 77Q: 3 clusters Score -4894722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4894725.000000 Penalty: 1023.575928
	Iteration 78Q: 3 clusters Score -4894725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4894724.000000 Penalty: 1023.575928
	Iteration 79Q: 3 clusters Score -4894724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4894719.500000 Penalty: 1023.575928
	Iteration 80F: 3 clusters Score -4894720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4894723.000000 Penalty: 1023.575928
	Iteration 81Q: 3 clusters Score -4894723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4894725.500000 Penalty: 1023.575928
	Iteration 82Q: 3 clusters Score -4894726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4894727.500000 Penalty: 1023.575928
	Iteration 83Q: 3 clusters Score -4894728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4894722.500000 Penalty: 1023.575928
	Iteration 84Q: 3 clusters Score -4894722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4894725.500000 Penalty: 1023.575928
	Iteration 85Q: 3 clusters Score -4894726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4894728.000000 Penalty: 1023.575928
	Iteration 86Q: 3 clusters Score -4894728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4894733.500000 Penalty: 1023.575928
	Iteration 87Q: 3 clusters Score -4894734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4894735.500000 Penalty: 1023.575928
	Iteration 88Q: 3 clusters Score -4894736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4894738.000000 Penalty: 1023.575928
	Iteration 89Q: 3 clusters Score -4894738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4894740.500000 Penalty: 1023.575928
	Iteration 90Q: 3 clusters Score -4894740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4894743.500000 Penalty: 1023.575928
	Iteration 91Q: 3 clusters Score -4894744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4894741.500000 Penalty: 1023.575928
	Iteration 92Q: 3 clusters Score -4894742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4894736.500000 Penalty: 1023.575928
	Iteration 93Q: 3 clusters Score -4894736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4894738.500000 Penalty: 1023.575928
	Iteration 94Q: 3 clusters Score -4894738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4894738.000000 Penalty: 1023.575928
	Iteration 95Q: 3 clusters Score -4894738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4894736.500000 Penalty: 1023.575928
	Iteration 96Q: 3 clusters Score -4894736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4894732.000000 Penalty: 1023.575928
	Iteration 97Q: 3 clusters Score -4894732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4894732.500000 Penalty: 1023.575928
	Iteration 98Q: 3 clusters Score -4894732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4894732.500000 Penalty: 1023.575928
	Iteration 99F: 3 clusters Score -4894732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43751 members 
Entering Unmasked Estep 
Score: -2891411.750000 Penalty: 486.225281
	Iteration 0F: 2 clusters Score -2891412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2863028.000000 Penalty: 972.450562
	Iteration 0F: 3 clusters Score -2863028 nChanged 21055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2875762.500000 Penalty: 972.450562
	Iteration 1F: 3 clusters Score -2875762 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2876505.000000 Penalty: 972.450562
	Iteration 2F: 3 clusters Score -2876505 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -2877705.000000 Penalty: 972.450562
	Iteration 3F: 3 clusters Score -2877705 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -2879451.000000 Penalty: 972.450562
	Iteration 4F: 3 clusters Score -2879451 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -2881681.250000 Penalty: 972.450562
	Iteration 5F: 3 clusters Score -2881681 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -2883963.250000 Penalty: 972.450562
	Iteration 6F: 3 clusters Score -2883963 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -2885936.500000 Penalty: 972.450562
	Iteration 7F: 3 clusters Score -2885936 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -2887270.250000 Penalty: 972.450562
	Iteration 8Q: 3 clusters Score -2887270 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -2888025.000000 Penalty: 972.450562
	Iteration 9Q: 3 clusters Score -2888025 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -2888508.250000 Penalty: 972.450562
	Iteration 10Q: 3 clusters Score -2888508 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -2889027.500000 Penalty: 972.450562
	Iteration 11Q: 3 clusters Score -2889028 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -2889433.000000 Penalty: 972.450562
	Iteration 12Q: 3 clusters Score -2889433 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -2889796.250000 Penalty: 972.450562
	Iteration 13Q: 3 clusters Score -2889796 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -2890080.250000 Penalty: 972.450562
	Iteration 14Q: 3 clusters Score -2890080 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -2890280.500000 Penalty: 972.450562
	Iteration 15Q: 3 clusters Score -2890280 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -2890467.500000 Penalty: 972.450562
	Iteration 16Q: 3 clusters Score -2890468 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -2890616.250000 Penalty: 972.450562
	Iteration 17Q: 3 clusters Score -2890616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -2890745.250000 Penalty: 972.450562
	Iteration 18Q: 3 clusters Score -2890745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -2890800.500000 Penalty: 972.450562
	Iteration 19Q: 3 clusters Score -2890800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -2890875.750000 Penalty: 972.450562
	Iteration 20F: 3 clusters Score -2890876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -2890920.750000 Penalty: 972.450562
	Iteration 21Q: 3 clusters Score -2890921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -2890934.250000 Penalty: 972.450562
	Iteration 22Q: 3 clusters Score -2890934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -2890938.750000 Penalty: 972.450562
	Iteration 23Q: 3 clusters Score -2890939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -2890944.250000 Penalty: 972.450562
	Iteration 24Q: 3 clusters Score -2890944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -2890953.250000 Penalty: 972.450562
	Iteration 25Q: 3 clusters Score -2890953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -2890962.000000 Penalty: 972.450562
	Iteration 26Q: 3 clusters Score -2890962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -2890970.000000 Penalty: 972.450562
	Iteration 27Q: 3 clusters Score -2890970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -2890974.000000 Penalty: 972.450562
	Iteration 28Q: 3 clusters Score -2890974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -2890980.750000 Penalty: 972.450562
	Iteration 29Q: 3 clusters Score -2890981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -2890982.250000 Penalty: 972.450562
	Iteration 30Q: 3 clusters Score -2890982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -2890987.000000 Penalty: 972.450562
	Iteration 31Q: 3 clusters Score -2890987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -2890986.750000 Penalty: 972.450562
	Iteration 32Q: 3 clusters Score -2890987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -2890990.750000 Penalty: 972.450562
	Iteration 33Q: 3 clusters Score -2890991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -2890994.500000 Penalty: 972.450562
	Iteration 34Q: 3 clusters Score -2890994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -2890995.750000 Penalty: 972.450562
	Iteration 35Q: 3 clusters Score -2890996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -2890995.500000 Penalty: 972.450562
	Iteration 36Q: 3 clusters Score -2890996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -2890995.500000 Penalty: 972.450562
	Iteration 37F: 3 clusters Score -2890996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Entering Unmasked Estep 
Score: -3212642.750000 Penalty: 491.465088
	Iteration 0F: 2 clusters Score -3212643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3181311.500000 Penalty: 982.930176
	Iteration 0F: 3 clusters Score -3181312 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3195952.250000 Penalty: 982.930176
	Iteration 1F: 3 clusters Score -3195952 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3196813.250000 Penalty: 982.930176
	Iteration 2Q: 3 clusters Score -3196813 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3198009.000000 Penalty: 982.930176
	Iteration 3Q: 3 clusters Score -3198009 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3199717.000000 Penalty: 982.930176
	Iteration 4F: 3 clusters Score -3199717 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3201812.750000 Penalty: 982.930176
	Iteration 5F: 3 clusters Score -3201813 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3203921.250000 Penalty: 982.930176
	Iteration 6F: 3 clusters Score -3203921 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3205327.500000 Penalty: 982.930176
	Iteration 7F: 3 clusters Score -3205328 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3205947.500000 Penalty: 982.930176
	Iteration 8Q: 3 clusters Score -3205948 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3206148.250000 Penalty: 982.930176
	Iteration 9Q: 3 clusters Score -3206148 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3206235.000000 Penalty: 982.930176
	Iteration 10Q: 3 clusters Score -3206235 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3206304.250000 Penalty: 982.930176
	Iteration 11Q: 3 clusters Score -3206304 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3206323.750000 Penalty: 982.930176
	Iteration 12Q: 3 clusters Score -3206324 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3206375.250000 Penalty: 982.930176
	Iteration 13Q: 3 clusters Score -3206375 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3206439.750000 Penalty: 982.930176
	Iteration 14Q: 3 clusters Score -3206440 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3206467.500000 Penalty: 982.930176
	Iteration 15Q: 3 clusters Score -3206468 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3206509.500000 Penalty: 982.930176
	Iteration 16Q: 3 clusters Score -3206510 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3206536.500000 Penalty: 982.930176
	Iteration 17Q: 3 clusters Score -3206536 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3206547.000000 Penalty: 982.930176
	Iteration 18Q: 3 clusters Score -3206547 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3206603.000000 Penalty: 982.930176
	Iteration 19Q: 3 clusters Score -3206603 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3206641.000000 Penalty: 982.930176
	Iteration 20F: 3 clusters Score -3206641 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3206697.250000 Penalty: 982.930176
	Iteration 21Q: 3 clusters Score -3206697 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3206742.250000 Penalty: 982.930176
	Iteration 22Q: 3 clusters Score -3206742 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3206787.750000 Penalty: 982.930176
	Iteration 23Q: 3 clusters Score -3206788 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3206827.250000 Penalty: 982.930176
	Iteration 24Q: 3 clusters Score -3206827 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3206858.750000 Penalty: 982.930176
	Iteration 25Q: 3 clusters Score -3206859 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3206907.500000 Penalty: 982.930176
	Iteration 26Q: 3 clusters Score -3206908 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3206922.250000 Penalty: 982.930176
	Iteration 27Q: 3 clusters Score -3206922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3206952.000000 Penalty: 982.930176
	Iteration 28Q: 3 clusters Score -3206952 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3206978.500000 Penalty: 982.930176
	Iteration 29Q: 3 clusters Score -3206978 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3207000.750000 Penalty: 982.930176
	Iteration 30Q: 3 clusters Score -3207001 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3207048.750000 Penalty: 982.930176
	Iteration 31Q: 3 clusters Score -3207049 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3207071.250000 Penalty: 982.930176
	Iteration 32Q: 3 clusters Score -3207071 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3207094.500000 Penalty: 982.930176
	Iteration 33Q: 3 clusters Score -3207094 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3207135.750000 Penalty: 982.930176
	Iteration 34Q: 3 clusters Score -3207136 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3207159.750000 Penalty: 982.930176
	Iteration 35Q: 3 clusters Score -3207160 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3207189.500000 Penalty: 982.930176
	Iteration 36Q: 3 clusters Score -3207190 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3207193.000000 Penalty: 982.930176
	Iteration 37Q: 3 clusters Score -3207193 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3207221.750000 Penalty: 982.930176
	Iteration 38Q: 3 clusters Score -3207222 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3207237.000000 Penalty: 982.930176
	Iteration 39Q: 3 clusters Score -3207237 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3207226.500000 Penalty: 982.930176
	Iteration 40F: 3 clusters Score -3207226 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3207254.250000 Penalty: 982.930176
	Iteration 41Q: 3 clusters Score -3207254 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3207255.750000 Penalty: 982.930176
	Iteration 42Q: 3 clusters Score -3207256 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3207295.750000 Penalty: 982.930176
	Iteration 43Q: 3 clusters Score -3207296 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3207318.250000 Penalty: 982.930176
	Iteration 44Q: 3 clusters Score -3207318 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3207384.250000 Penalty: 982.930176
	Iteration 45Q: 3 clusters Score -3207384 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3207424.750000 Penalty: 982.930176
	Iteration 46Q: 3 clusters Score -3207425 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3207456.000000 Penalty: 982.930176
	Iteration 47Q: 3 clusters Score -3207456 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3207502.500000 Penalty: 982.930176
	Iteration 48Q: 3 clusters Score -3207502 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3207544.250000 Penalty: 982.930176
	Iteration 49Q: 3 clusters Score -3207544 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3207559.250000 Penalty: 982.930176
	Iteration 50Q: 3 clusters Score -3207559 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3207632.250000 Penalty: 982.930176
	Iteration 51Q: 3 clusters Score -3207632 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3207725.000000 Penalty: 982.930176
	Iteration 52Q: 3 clusters Score -3207725 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3207794.500000 Penalty: 982.930176
	Iteration 53Q: 3 clusters Score -3207794 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3207846.000000 Penalty: 982.930176
	Iteration 54Q: 3 clusters Score -3207846 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3207901.500000 Penalty: 982.930176
	Iteration 55Q: 3 clusters Score -3207902 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3208003 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3208111 nChanged 777
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3208225 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3208357 nChanged 806
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -3208581.250000 Penalty: 982.930176
	Iteration 60F: 3 clusters Score -3208581 nChanged 944
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3208806 nChanged 983
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -3209006.000000 Penalty: 982.930176
	Iteration 62Q: 3 clusters Score -3209006 nChanged 1010
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Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3209211 nChanged 953
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Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3209362 nChanged 959
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Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3209529 nChanged 912
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -3209745.500000 Penalty: 982.930176
	Iteration 66Q: 3 clusters Score -3209746 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -3209969.250000 Penalty: 982.930176
	Iteration 67Q: 3 clusters Score -3209969 nChanged 758
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3210217 nChanged 668
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3210455 nChanged 586
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Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3210768 nChanged 509
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Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3210991 nChanged 407
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3211133 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3211239 nChanged 314
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Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3211308 nChanged 258
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Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3211373 nChanged 216
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Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3211429 nChanged 190
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Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3211507 nChanged 193
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Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -3211540.500000 Penalty: 982.930176
	Iteration 78Q: 3 clusters Score -3211540 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3211586 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3211660 nChanged 187
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Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3211704 nChanged 150
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Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3211749 nChanged 142
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Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3211767 nChanged 131
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3211786 nChanged 134
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Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -3211826.500000 Penalty: 982.930176
	Iteration 85Q: 3 clusters Score -3211826 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3211845 nChanged 106
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Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3211881 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -3211903.750000 Penalty: 982.930176
	Iteration 88Q: 3 clusters Score -3211904 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -3211912.000000 Penalty: 982.930176
	Iteration 89Q: 3 clusters Score -3211912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -3211919.000000 Penalty: 982.930176
	Iteration 90Q: 3 clusters Score -3211919 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -3211948.500000 Penalty: 982.930176
	Iteration 91Q: 3 clusters Score -3211948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3211963 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -3211984.000000 Penalty: 982.930176
	Iteration 93Q: 3 clusters Score -3211984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -3212009.250000 Penalty: 982.930176
	Iteration 94Q: 3 clusters Score -3212009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -3212024.000000 Penalty: 982.930176
	Iteration 95Q: 3 clusters Score -3212024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3212030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -3212041.250000 Penalty: 982.930176
	Iteration 97Q: 3 clusters Score -3212041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -3212059.250000 Penalty: 982.930176
	Iteration 98Q: 3 clusters Score -3212059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -3212063.000000 Penalty: 982.930176
	Iteration 99Q: 3 clusters Score -3212063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -3212073.750000 Penalty: 982.930176
	Iteration 100F: 3 clusters Score -3212074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -3212090.500000 Penalty: 982.930176
	Iteration 101Q: 3 clusters Score -3212090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -3212083.750000 Penalty: 982.930176
	Iteration 102Q: 3 clusters Score -3212084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -3212091.750000 Penalty: 982.930176
	Iteration 103Q: 3 clusters Score -3212092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -3212107.250000 Penalty: 982.930176
	Iteration 104Q: 3 clusters Score -3212107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -3212110.250000 Penalty: 982.930176
	Iteration 105Q: 3 clusters Score -3212110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3212112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -3212124.250000 Penalty: 982.930176
	Iteration 107Q: 3 clusters Score -3212124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
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Entering Unmasked Estep 
Score: -3212132.500000 Penalty: 982.930176
	Iteration 108Q: 3 clusters Score -3212132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -3212150.500000 Penalty: 982.930176
	Iteration 109Q: 3 clusters Score -3212150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -3212166.500000 Penalty: 982.930176
	Iteration 110Q: 3 clusters Score -3212166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -3212171.500000 Penalty: 982.930176
	Iteration 111Q: 3 clusters Score -3212172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -3212189.250000 Penalty: 982.930176
	Iteration 112Q: 3 clusters Score -3212189 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -3212198.500000 Penalty: 982.930176
	Iteration 113Q: 3 clusters Score -3212198 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -3212205.750000 Penalty: 982.930176
	Iteration 114Q: 3 clusters Score -3212206 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -3212213.750000 Penalty: 982.930176
	Iteration 115Q: 3 clusters Score -3212214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -3212221.000000 Penalty: 982.930176
	Iteration 116Q: 3 clusters Score -3212221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -3212229.250000 Penalty: 982.930176
	Iteration 117Q: 3 clusters Score -3212229 nChanged 8
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Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3212229 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -3212231.250000 Penalty: 982.930176
	Iteration 119Q: 3 clusters Score -3212231 nChanged 5
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Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -3212227.500000 Penalty: 982.930176
	Iteration 120F: 3 clusters Score -3212228 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -3212234.500000 Penalty: 982.930176
	Iteration 121Q: 3 clusters Score -3212234 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3212231 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3212234 nChanged 8
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Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -3212236.750000 Penalty: 982.930176
	Iteration 124Q: 3 clusters Score -3212237 nChanged 9
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Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -3212240.000000 Penalty: 982.930176
	Iteration 125Q: 3 clusters Score -3212240 nChanged 13
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Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -3212242.750000 Penalty: 982.930176
	Iteration 126Q: 3 clusters Score -3212243 nChanged 20
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Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -3212253.500000 Penalty: 982.930176
	Iteration 127Q: 3 clusters Score -3212254 nChanged 25
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Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -3212261.750000 Penalty: 982.930176
	Iteration 128Q: 3 clusters Score -3212262 nChanged 24
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Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -3212274.000000 Penalty: 982.930176
	Iteration 129Q: 3 clusters Score -3212274 nChanged 15
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Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -3212281.750000 Penalty: 982.930176
	Iteration 130Q: 3 clusters Score -3212282 nChanged 16
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Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -3212287.750000 Penalty: 982.930176
	Iteration 131Q: 3 clusters Score -3212288 nChanged 15
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Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -3212291.000000 Penalty: 982.930176
	Iteration 132Q: 3 clusters Score -3212291 nChanged 9
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Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3212294 nChanged 6
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Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3212292 nChanged 4
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Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3212292 nChanged 3
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Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -3212299.500000 Penalty: 982.930176
	Iteration 136Q: 3 clusters Score -3212300 nChanged 6
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Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -3212297.750000 Penalty: 982.930176
	Iteration 137Q: 3 clusters Score -3212298 nChanged 5
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Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -3212306.250000 Penalty: 982.930176
	Iteration 138Q: 3 clusters Score -3212306 nChanged 5
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Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3212306 nChanged 3
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Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -3212305.000000 Penalty: 982.930176
	Iteration 140F: 3 clusters Score -3212305 nChanged 3
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Mstep: Class 1 contains 254 members 
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Entering Unmasked Estep 
Score: -3212310.750000 Penalty: 982.930176
	Iteration 141Q: 3 clusters Score -3212311 nChanged 6
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Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -3212323.750000 Penalty: 982.930176
	Iteration 142Q: 3 clusters Score -3212324 nChanged 4
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Mstep: Class 1 contains 244 members 
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Entering Unmasked Estep 
Score: -3212329.750000 Penalty: 982.930176
	Iteration 143Q: 3 clusters Score -3212330 nChanged 2
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Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -3212333.000000 Penalty: 982.930176
	Iteration 144Q: 3 clusters Score -3212333 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -3212331.000000 Penalty: 982.930176
	Iteration 145Q: 3 clusters Score -3212331 nChanged 2
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Mstep: Class 1 contains 236 members 
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Entering Unmasked Estep 
Score: -3212331.500000 Penalty: 982.930176
	Iteration 146Q: 3 clusters Score -3212332 nChanged 2
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Mstep: Class 1 contains 236 members 
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Entering Unmasked Estep 
Score: -3212332.250000 Penalty: 982.930176
	Iteration 147Q: 3 clusters Score -3212332 nChanged 2
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Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -3212332.500000 Penalty: 982.930176
	Iteration 148Q: 3 clusters Score -3212332 nChanged 4
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Entering Unmasked Estep 
Score: -3212334.500000 Penalty: 982.930176
	Iteration 149Q: 3 clusters Score -3212334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -3212332.000000 Penalty: 982.930176
	Iteration 150Q: 3 clusters Score -3212332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -3212336.000000 Penalty: 982.930176
	Iteration 151Q: 3 clusters Score -3212336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -3212340.250000 Penalty: 982.930176
	Iteration 152Q: 3 clusters Score -3212340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -3212346.750000 Penalty: 982.930176
	Iteration 153Q: 3 clusters Score -3212347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -3212353.000000 Penalty: 982.930176
	Iteration 154Q: 3 clusters Score -3212353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -3212356.250000 Penalty: 982.930176
	Iteration 155Q: 3 clusters Score -3212356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -3212358.250000 Penalty: 982.930176
	Iteration 156Q: 3 clusters Score -3212358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -3212359.000000 Penalty: 982.930176
	Iteration 157Q: 3 clusters Score -3212359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -3212359.000000 Penalty: 982.930176
	Iteration 158F: 3 clusters Score -3212359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -117007.960938 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -117008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -115493.070312 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -115493.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116040.101562 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -116040.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -116185.382812 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -116185.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -116302.320312 Penalty: 696.726685
	Iteration 3F: 3 clusters Score -116302.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -116403.812500 Penalty: 696.726685
	Iteration 4F: 3 clusters Score -116403.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -116516.742188 Penalty: 696.726685
	Iteration 5F: 3 clusters Score -116516.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116604.820312 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -116604.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116644.812500 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -116644.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -116656.953125 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -116657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116669.445312 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -116669.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116674.062500 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -116674.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116676.390625 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -116676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116681.507812 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -116681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116685.656250 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -116685.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116691.281250 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -116691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116694.875000 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -116694.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116700.359375 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -116700.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116707.023438 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -116707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116714.351562 Penalty: 696.726685
	Iteration 18Q: 3 clusters Score -116714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116717.921875 Penalty: 696.726685
	Iteration 19Q: 3 clusters Score -116717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116720.523438 Penalty: 696.726685
	Iteration 20F: 3 clusters Score -116720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116722.062500 Penalty: 696.726685
	Iteration 21Q: 3 clusters Score -116722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116723.023438 Penalty: 696.726685
	Iteration 22Q: 3 clusters Score -116723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116725.210938 Penalty: 696.726685
	Iteration 23Q: 3 clusters Score -116725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116727.242188 Penalty: 696.726685
	Iteration 24Q: 3 clusters Score -116727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116728.453125 Penalty: 696.726685
	Iteration 25Q: 3 clusters Score -116728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116729.500000 Penalty: 696.726685
	Iteration 26Q: 3 clusters Score -116729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116729.898438 Penalty: 696.726685
	Iteration 27Q: 3 clusters Score -116729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116730.351562 Penalty: 696.726685
	Iteration 28Q: 3 clusters Score -116730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -116730.875000 Penalty: 696.726685
	Iteration 29Q: 3 clusters Score -116730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116731.312500 Penalty: 696.726685
	Iteration 30Q: 3 clusters Score -116731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116732.101562 Penalty: 696.726685
	Iteration 31Q: 3 clusters Score -116732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -116731.992188 Penalty: 696.726685
	Iteration 32Q: 3 clusters Score -116732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116732.156250 Penalty: 696.726685
	Iteration 33Q: 3 clusters Score -116732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116732.148438 Penalty: 696.726685
	Iteration 34Q: 3 clusters Score -116732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116732.343750 Penalty: 696.726685
	Iteration 35Q: 3 clusters Score -116732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116732.765625 Penalty: 696.726685
	Iteration 36Q: 3 clusters Score -116732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116733.328125 Penalty: 696.726685
	Iteration 37Q: 3 clusters Score -116733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116734.031250 Penalty: 696.726685
	Iteration 38Q: 3 clusters Score -116734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116735.890625 Penalty: 696.726685
	Iteration 39Q: 3 clusters Score -116735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116737.382812 Penalty: 696.726685
	Iteration 40F: 3 clusters Score -116737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116739.195312 Penalty: 696.726685
	Iteration 41Q: 3 clusters Score -116739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116739.671875 Penalty: 696.726685
	Iteration 42Q: 3 clusters Score -116739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116740.304688 Penalty: 696.726685
	Iteration 43Q: 3 clusters Score -116740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116740.671875 Penalty: 696.726685
	Iteration 44Q: 3 clusters Score -116740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -116742.507812 Penalty: 696.726685
	Iteration 45Q: 3 clusters Score -116742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116746.820312 Penalty: 696.726685
	Iteration 46Q: 3 clusters Score -116746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -116752.015625 Penalty: 696.726685
	Iteration 47Q: 3 clusters Score -116752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -116758.578125 Penalty: 696.726685
	Iteration 48Q: 3 clusters Score -116758.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -116763.046875 Penalty: 696.726685
	Iteration 49Q: 3 clusters Score -116763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -116770.546875 Penalty: 696.726685
	Iteration 50Q: 3 clusters Score -116770.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -116777.375000 Penalty: 696.726685
	Iteration 51Q: 3 clusters Score -116777.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -116784.406250 Penalty: 696.726685
	Iteration 52Q: 3 clusters Score -116784.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116790.023438 Penalty: 696.726685
	Iteration 53Q: 3 clusters Score -116790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -116796.601562 Penalty: 696.726685
	Iteration 54Q: 3 clusters Score -116796.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -116804.718750 Penalty: 696.726685
	Iteration 55Q: 3 clusters Score -116804.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -116811.421875 Penalty: 696.726685
	Iteration 56Q: 3 clusters Score -116811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -116816.250000 Penalty: 696.726685
	Iteration 57Q: 3 clusters Score -116816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -116819.593750 Penalty: 696.726685
	Iteration 58Q: 3 clusters Score -116819.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -116824.320312 Penalty: 696.726685
	Iteration 59Q: 3 clusters Score -116824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -116826.460938 Penalty: 696.726685
	Iteration 60F: 3 clusters Score -116826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -116827.375000 Penalty: 696.726685
	Iteration 61Q: 3 clusters Score -116827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -116828.039062 Penalty: 696.726685
	Iteration 62Q: 3 clusters Score -116828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -116828.835938 Penalty: 696.726685
	Iteration 63Q: 3 clusters Score -116828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -116830.578125 Penalty: 696.726685
	Iteration 64Q: 3 clusters Score -116830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -116832.117188 Penalty: 696.726685
	Iteration 65Q: 3 clusters Score -116832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -116832.632812 Penalty: 696.726685
	Iteration 66Q: 3 clusters Score -116832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -116833.500000 Penalty: 696.726685
	Iteration 67Q: 3 clusters Score -116833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -116834.484375 Penalty: 696.726685
	Iteration 68Q: 3 clusters Score -116834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -116834.484375 Penalty: 696.726685
	Iteration 69F: 3 clusters Score -116834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Entering Unmasked Estep 
Score: -284090.218750 Penalty: 383.679047
	Iteration 0F: 2 clusters Score -284090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -281048.468750 Penalty: 767.358093
	Iteration 0F: 3 clusters Score -281048.5 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -282095.625000 Penalty: 767.358093
	Iteration 1F: 3 clusters Score -282095.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -282251.875000 Penalty: 767.358093
	Iteration 2F: 3 clusters Score -282251.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -282407.718750 Penalty: 767.358093
	Iteration 3F: 3 clusters Score -282407.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -282619.875000 Penalty: 767.358093
	Iteration 4F: 3 clusters Score -282619.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -282847.156250 Penalty: 767.358093
	Iteration 5F: 3 clusters Score -282847.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -283026.875000 Penalty: 767.358093
	Iteration 6F: 3 clusters Score -283026.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -283146.218750 Penalty: 767.358093
	Iteration 7Q: 3 clusters Score -283146.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -283205.593750 Penalty: 767.358093
	Iteration 8Q: 3 clusters Score -283205.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -283248.125000 Penalty: 767.358093
	Iteration 9Q: 3 clusters Score -283248.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -283277.812500 Penalty: 767.358093
	Iteration 10Q: 3 clusters Score -283277.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -283299.937500 Penalty: 767.358093
	Iteration 11Q: 3 clusters Score -283299.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -283324.156250 Penalty: 767.358093
	Iteration 12Q: 3 clusters Score -283324.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -283343.187500 Penalty: 767.358093
	Iteration 13Q: 3 clusters Score -283343.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -283363.500000 Penalty: 767.358093
	Iteration 14Q: 3 clusters Score -283363.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -283379.750000 Penalty: 767.358093
	Iteration 15Q: 3 clusters Score -283379.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -283395.343750 Penalty: 767.358093
	Iteration 16Q: 3 clusters Score -283395.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -283408.781250 Penalty: 767.358093
	Iteration 17Q: 3 clusters Score -283408.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -283419.343750 Penalty: 767.358093
	Iteration 18Q: 3 clusters Score -283419.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -283430.187500 Penalty: 767.358093
	Iteration 19Q: 3 clusters Score -283430.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -283441.312500 Penalty: 767.358093
	Iteration 20F: 3 clusters Score -283441.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -283448.843750 Penalty: 767.358093
	Iteration 21Q: 3 clusters Score -283448.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -283454.718750 Penalty: 767.358093
	Iteration 22Q: 3 clusters Score -283454.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -283463.531250 Penalty: 767.358093
	Iteration 23Q: 3 clusters Score -283463.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -283478.812500 Penalty: 767.358093
	Iteration 24Q: 3 clusters Score -283478.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -283504.500000 Penalty: 767.358093
	Iteration 25Q: 3 clusters Score -283504.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -283559.812500 Penalty: 767.358093
	Iteration 26Q: 3 clusters Score -283559.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -283645.531250 Penalty: 767.358093
	Iteration 27Q: 3 clusters Score -283645.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -283724.406250 Penalty: 767.358093
	Iteration 28Q: 3 clusters Score -283724.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -283798.718750 Penalty: 767.358093
	Iteration 29Q: 3 clusters Score -283798.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -283842.968750 Penalty: 767.358093
	Iteration 30Q: 3 clusters Score -283843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -283875.062500 Penalty: 767.358093
	Iteration 31Q: 3 clusters Score -283875.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -283892.718750 Penalty: 767.358093
	Iteration 32Q: 3 clusters Score -283892.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -283902.187500 Penalty: 767.358093
	Iteration 33Q: 3 clusters Score -283902.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -283903.937500 Penalty: 767.358093
	Iteration 34Q: 3 clusters Score -283903.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -283903.781250 Penalty: 767.358093
	Iteration 35Q: 3 clusters Score -283903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -283904.437500 Penalty: 767.358093
	Iteration 36Q: 3 clusters Score -283904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -283904.468750 Penalty: 767.358093
	Iteration 37Q: 3 clusters Score -283904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -283904.656250 Penalty: 767.358093
	Iteration 38F: 3 clusters Score -283904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -283905.125000 Penalty: 767.358093
	Iteration 39Q: 3 clusters Score -283905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -283905.937500 Penalty: 767.358093
	Iteration 40F: 3 clusters Score -283905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -283905.687500 Penalty: 767.358093
	Iteration 41Q: 3 clusters Score -283905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -283905.843750 Penalty: 767.358093
	Iteration 42Q: 3 clusters Score -283905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -283905.750000 Penalty: 767.358093
	Iteration 43Q: 3 clusters Score -283905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -283905.750000 Penalty: 767.358093
	Iteration 44F: 3 clusters Score -283905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Entering Unmasked Estep 
Score: -883958.000000 Penalty: 436.201996
	Iteration 0F: 2 clusters Score -883958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -874221.500000 Penalty: 872.403992
	Iteration 0F: 3 clusters Score -874221.5 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -878658.312500 Penalty: 872.403992
	Iteration 1F: 3 clusters Score -878658.3 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -879546.250000 Penalty: 872.403992
	Iteration 2F: 3 clusters Score -879546.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -880686.562500 Penalty: 872.403992
	Iteration 3F: 3 clusters Score -880686.6 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -881832.250000 Penalty: 872.403992
	Iteration 4F: 3 clusters Score -881832.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -882668.250000 Penalty: 872.403992
	Iteration 5F: 3 clusters Score -882668.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -883179.687500 Penalty: 872.403992
	Iteration 6Q: 3 clusters Score -883179.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -883505.750000 Penalty: 872.403992
	Iteration 7Q: 3 clusters Score -883505.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -883693.625000 Penalty: 872.403992
	Iteration 8Q: 3 clusters Score -883693.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -883791.625000 Penalty: 872.403992
	Iteration 9Q: 3 clusters Score -883791.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -883843.812500 Penalty: 872.403992
	Iteration 10Q: 3 clusters Score -883843.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -883866.187500 Penalty: 872.403992
	Iteration 11Q: 3 clusters Score -883866.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -883878.187500 Penalty: 872.403992
	Iteration 12Q: 3 clusters Score -883878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -883881.687500 Penalty: 872.403992
	Iteration 13Q: 3 clusters Score -883881.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -883886.375000 Penalty: 872.403992
	Iteration 14Q: 3 clusters Score -883886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -883890.312500 Penalty: 872.403992
	Iteration 15Q: 3 clusters Score -883890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -883893.375000 Penalty: 872.403992
	Iteration 16Q: 3 clusters Score -883893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -883895.062500 Penalty: 872.403992
	Iteration 17Q: 3 clusters Score -883895.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -883897.812500 Penalty: 872.403992
	Iteration 18Q: 3 clusters Score -883897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -883902.187500 Penalty: 872.403992
	Iteration 19Q: 3 clusters Score -883902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -883904.625000 Penalty: 872.403992
	Iteration 20F: 3 clusters Score -883904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -883906.812500 Penalty: 872.403992
	Iteration 21Q: 3 clusters Score -883906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -883910.812500 Penalty: 872.403992
	Iteration 22Q: 3 clusters Score -883910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -883914.687500 Penalty: 872.403992
	Iteration 23Q: 3 clusters Score -883914.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -883917.875000 Penalty: 872.403992
	Iteration 24Q: 3 clusters Score -883917.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -883922.812500 Penalty: 872.403992
	Iteration 25Q: 3 clusters Score -883922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -883923.500000 Penalty: 872.403992
	Iteration 26Q: 3 clusters Score -883923.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -883927.937500 Penalty: 872.403992
	Iteration 27Q: 3 clusters Score -883927.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -883929.000000 Penalty: 872.403992
	Iteration 28Q: 3 clusters Score -883929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -883931.812500 Penalty: 872.403992
	Iteration 29Q: 3 clusters Score -883931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -883934.375000 Penalty: 872.403992
	Iteration 30Q: 3 clusters Score -883934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -883936.937500 Penalty: 872.403992
	Iteration 31Q: 3 clusters Score -883936.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -883939.375000 Penalty: 872.403992
	Iteration 32Q: 3 clusters Score -883939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -883942.750000 Penalty: 872.403992
	Iteration 33Q: 3 clusters Score -883942.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -883946.875000 Penalty: 872.403992
	Iteration 34Q: 3 clusters Score -883946.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -883953.437500 Penalty: 872.403992
	Iteration 35Q: 3 clusters Score -883953.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -883955.437500 Penalty: 872.403992
	Iteration 36Q: 3 clusters Score -883955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -883958.937500 Penalty: 872.403992
	Iteration 37Q: 3 clusters Score -883958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -883960.000000 Penalty: 872.403992
	Iteration 38Q: 3 clusters Score -883960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -883962.375000 Penalty: 872.403992
	Iteration 39Q: 3 clusters Score -883962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -883964.625000 Penalty: 872.403992
	Iteration 40F: 3 clusters Score -883964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -883966.125000 Penalty: 872.403992
	Iteration 41Q: 3 clusters Score -883966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -883967.937500 Penalty: 872.403992
	Iteration 42Q: 3 clusters Score -883967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -883967.250000 Penalty: 872.403992
	Iteration 43Q: 3 clusters Score -883967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -883968.375000 Penalty: 872.403992
	Iteration 44Q: 3 clusters Score -883968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -883967.750000 Penalty: 872.403992
	Iteration 45Q: 3 clusters Score -883967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -883968.562500 Penalty: 872.403992
	Iteration 46Q: 3 clusters Score -883968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -883967.125000 Penalty: 872.403992
	Iteration 47Q: 3 clusters Score -883967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -883967.500000 Penalty: 872.403992
	Iteration 48Q: 3 clusters Score -883967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -883969.187500 Penalty: 872.403992
	Iteration 49Q: 3 clusters Score -883969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -883971.687500 Penalty: 872.403992
	Iteration 50Q: 3 clusters Score -883971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -883970.687500 Penalty: 872.403992
	Iteration 51Q: 3 clusters Score -883970.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -883971.500000 Penalty: 872.403992
	Iteration 52Q: 3 clusters Score -883971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -883972.000000 Penalty: 872.403992
	Iteration 53Q: 3 clusters Score -883972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -883973.250000 Penalty: 872.403992
	Iteration 54Q: 3 clusters Score -883973.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -883972.625000 Penalty: 872.403992
	Iteration 55Q: 3 clusters Score -883972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -883972.562500 Penalty: 872.403992
	Iteration 56Q: 3 clusters Score -883972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -883971.562500 Penalty: 872.403992
	Iteration 57Q: 3 clusters Score -883971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -883971.687500 Penalty: 872.403992
	Iteration 58Q: 3 clusters Score -883971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -883971.500000 Penalty: 872.403992
	Iteration 59Q: 3 clusters Score -883971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -883971.500000 Penalty: 872.403992
	Iteration 60F: 3 clusters Score -883971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 91353 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76733 members 
Mstep: Class 6 contains 43751 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 13604 members 
Mstep: Class 11 contains 85438 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 80036 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 59587 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 31838 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 968 members 
Entering Unmasked Estep 
Score: -42204496.000000 Penalty: 14691.937500
Splitting cluster 10 changes total score from -42203624.000000 to -42204496.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (85438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Entering Unmasked Estep 
Score: -5240814.000000 Penalty: 516.677368
	Iteration 0F: 2 clusters Score -5240814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5186119.500000 Penalty: 1033.354736
	Iteration 0F: 3 clusters Score -5186120 nChanged 41770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -5214506.000000 Penalty: 1033.354736
	Iteration 1F: 3 clusters Score -5214506 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5218750.000000 Penalty: 1033.354736
	Iteration 2F: 3 clusters Score -5218750 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5224370.000000 Penalty: 1033.354736
	Iteration 3F: 3 clusters Score -5224370 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -5230266.000000 Penalty: 1033.354736
	Iteration 4F: 3 clusters Score -5230266 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5235376.500000 Penalty: 1033.354736
	Iteration 5F: 3 clusters Score -5235376 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5238675.500000 Penalty: 1033.354736
	Iteration 6Q: 3 clusters Score -5238676 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5240064.000000 Penalty: 1033.354736
	Iteration 7Q: 3 clusters Score -5240064 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -5240712.500000 Penalty: 1033.354736
	Iteration 8Q: 3 clusters Score -5240712 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5241057.000000 Penalty: 1033.354736
	Iteration 9Q: 3 clusters Score -5241057 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5241284.500000 Penalty: 1033.354736
	Iteration 10Q: 3 clusters Score -5241284 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5241421.000000 Penalty: 1033.354736
	Iteration 11Q: 3 clusters Score -5241421 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5241497.500000 Penalty: 1033.354736
	Iteration 12Q: 3 clusters Score -5241498 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5241553.500000 Penalty: 1033.354736
	Iteration 13Q: 3 clusters Score -5241554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -5241596.500000 Penalty: 1033.354736
	Iteration 14Q: 3 clusters Score -5241596 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5241613.000000 Penalty: 1033.354736
	Iteration 15Q: 3 clusters Score -5241613 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5241625.000000 Penalty: 1033.354736
	Iteration 16Q: 3 clusters Score -5241625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5241657.500000 Penalty: 1033.354736
	Iteration 17Q: 3 clusters Score -5241658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -5241669.000000 Penalty: 1033.354736
	Iteration 18Q: 3 clusters Score -5241669 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5241687.000000 Penalty: 1033.354736
	Iteration 19Q: 3 clusters Score -5241687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5241702.500000 Penalty: 1033.354736
	Iteration 20F: 3 clusters Score -5241702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -5241707.500000 Penalty: 1033.354736
	Iteration 21Q: 3 clusters Score -5241708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -5241713.500000 Penalty: 1033.354736
	Iteration 22Q: 3 clusters Score -5241714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5241718.000000 Penalty: 1033.354736
	Iteration 23Q: 3 clusters Score -5241718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5241724.000000 Penalty: 1033.354736
	Iteration 24Q: 3 clusters Score -5241724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5241722.000000 Penalty: 1033.354736
	Iteration 25Q: 3 clusters Score -5241722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5241711.000000 Penalty: 1033.354736
	Iteration 26Q: 3 clusters Score -5241711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5241715.500000 Penalty: 1033.354736
	Iteration 27Q: 3 clusters Score -5241716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -5241709.000000 Penalty: 1033.354736
	Iteration 28Q: 3 clusters Score -5241709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5241706.500000 Penalty: 1033.354736
	Iteration 29Q: 3 clusters Score -5241706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5241709.000000 Penalty: 1033.354736
	Iteration 30Q: 3 clusters Score -5241709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5241711.500000 Penalty: 1033.354736
	Iteration 31Q: 3 clusters Score -5241712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -5241708.000000 Penalty: 1033.354736
	Iteration 32Q: 3 clusters Score -5241708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5241711.500000 Penalty: 1033.354736
	Iteration 33Q: 3 clusters Score -5241712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5241721.500000 Penalty: 1033.354736
	Iteration 34Q: 3 clusters Score -5241722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5241721.500000 Penalty: 1033.354736
	Iteration 35Q: 3 clusters Score -5241722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5241722.000000 Penalty: 1033.354736
	Iteration 36Q: 3 clusters Score -5241722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5241729.000000 Penalty: 1033.354736
	Iteration 37Q: 3 clusters Score -5241729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -5241730.000000 Penalty: 1033.354736
	Iteration 38Q: 3 clusters Score -5241730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5241728.500000 Penalty: 1033.354736
	Iteration 39Q: 3 clusters Score -5241728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -5241730.500000 Penalty: 1033.354736
	Iteration 40F: 3 clusters Score -5241730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5241734.000000 Penalty: 1033.354736
	Iteration 41Q: 3 clusters Score -5241734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5241727.000000 Penalty: 1033.354736
	Iteration 42Q: 3 clusters Score -5241727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -5241724.000000 Penalty: 1033.354736
	Iteration 43Q: 3 clusters Score -5241724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -5241726.500000 Penalty: 1033.354736
	Iteration 44Q: 3 clusters Score -5241726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -5241732.500000 Penalty: 1033.354736
	Iteration 45Q: 3 clusters Score -5241732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -5241735.500000 Penalty: 1033.354736
	Iteration 46Q: 3 clusters Score -5241736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -5241735.500000 Penalty: 1033.354736
	Iteration 47Q: 3 clusters Score -5241736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5241740.500000 Penalty: 1033.354736
	Iteration 48Q: 3 clusters Score -5241740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5241740.000000 Penalty: 1033.354736
	Iteration 49Q: 3 clusters Score -5241740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5241746.500000 Penalty: 1033.354736
	Iteration 50Q: 3 clusters Score -5241746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5241750.500000 Penalty: 1033.354736
	Iteration 51Q: 3 clusters Score -5241750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5241759.000000 Penalty: 1033.354736
	Iteration 52Q: 3 clusters Score -5241759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -5241767.000000 Penalty: 1033.354736
	Iteration 53Q: 3 clusters Score -5241767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5241759.000000 Penalty: 1033.354736
	Iteration 54Q: 3 clusters Score -5241759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5241764.000000 Penalty: 1033.354736
	Iteration 55Q: 3 clusters Score -5241764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5241764.000000 Penalty: 1033.354736
	Iteration 56Q: 3 clusters Score -5241764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -5241766.500000 Penalty: 1033.354736
	Iteration 57Q: 3 clusters Score -5241766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -5241765.000000 Penalty: 1033.354736
	Iteration 58Q: 3 clusters Score -5241765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5241764.000000 Penalty: 1033.354736
	Iteration 59Q: 3 clusters Score -5241764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -5241758.500000 Penalty: 1033.354736
	Iteration 60F: 3 clusters Score -5241758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5241761.000000 Penalty: 1033.354736
	Iteration 61Q: 3 clusters Score -5241761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5241763.500000 Penalty: 1033.354736
	Iteration 62Q: 3 clusters Score -5241764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5241768.000000 Penalty: 1033.354736
	Iteration 63Q: 3 clusters Score -5241768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5241762.500000 Penalty: 1033.354736
	Iteration 64Q: 3 clusters Score -5241762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5241762.500000 Penalty: 1033.354736
	Iteration 65Q: 3 clusters Score -5241762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5241762.500000 Penalty: 1033.354736
	Iteration 66Q: 3 clusters Score -5241762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5241766.000000 Penalty: 1033.354736
	Iteration 67Q: 3 clusters Score -5241766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -5241761.500000 Penalty: 1033.354736
	Iteration 68Q: 3 clusters Score -5241762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5241762.500000 Penalty: 1033.354736
	Iteration 69Q: 3 clusters Score -5241762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5241760.000000 Penalty: 1033.354736
	Iteration 70Q: 3 clusters Score -5241760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -5241754.500000 Penalty: 1033.354736
	Iteration 71Q: 3 clusters Score -5241754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5241751.000000 Penalty: 1033.354736
	Iteration 72Q: 3 clusters Score -5241751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5241756.500000 Penalty: 1033.354736
	Iteration 73Q: 3 clusters Score -5241756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5241751.500000 Penalty: 1033.354736
	Iteration 74Q: 3 clusters Score -5241752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5241752.000000 Penalty: 1033.354736
	Iteration 75Q: 3 clusters Score -5241752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5241753.000000 Penalty: 1033.354736
	Iteration 76Q: 3 clusters Score -5241753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5241755.000000 Penalty: 1033.354736
	Iteration 77Q: 3 clusters Score -5241755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5241760.500000 Penalty: 1033.354736
	Iteration 78Q: 3 clusters Score -5241760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5241764.500000 Penalty: 1033.354736
	Iteration 79Q: 3 clusters Score -5241764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5241765.000000 Penalty: 1033.354736
	Iteration 80F: 3 clusters Score -5241765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -5241764.500000 Penalty: 1033.354736
	Iteration 81Q: 3 clusters Score -5241764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5241766.000000 Penalty: 1033.354736
	Iteration 82Q: 3 clusters Score -5241766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5241757.500000 Penalty: 1033.354736
	Iteration 83Q: 3 clusters Score -5241758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -5241766.500000 Penalty: 1033.354736
	Iteration 84Q: 3 clusters Score -5241766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5241773.000000 Penalty: 1033.354736
	Iteration 85Q: 3 clusters Score -5241773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5241770.000000 Penalty: 1033.354736
	Iteration 86Q: 3 clusters Score -5241770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -5241773.000000 Penalty: 1033.354736
	Iteration 87Q: 3 clusters Score -5241773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -5241773.000000 Penalty: 1033.354736
	Iteration 88F: 3 clusters Score -5241773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 91353 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76733 members 
Mstep: Class 6 contains 43751 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 13604 members 
Mstep: Class 11 contains 72505 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 80036 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 59587 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 31838 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 12933 members 
Entering Unmasked Estep 
Score: -42205636.000000 Penalty: 15304.101562
Splitting cluster 11 changes total score from -42203624.000000 to -42205636.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2274.416748 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2274.417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2324.985840 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2324.986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2328.616699 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2328.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2328.616699 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -2328.617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -413004.031250 Penalty: 400.916626
	Iteration 0F: 2 clusters Score -413004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -408506.000000 Penalty: 801.833252
	Iteration 0F: 3 clusters Score -408506 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -410152.468750 Penalty: 801.833252
	Iteration 1F: 3 clusters Score -410152.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -410306.437500 Penalty: 801.833252
	Iteration 2F: 3 clusters Score -410306.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -410483.531250 Penalty: 801.833252
	Iteration 3F: 3 clusters Score -410483.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -410742.625000 Penalty: 801.833252
	Iteration 4F: 3 clusters Score -410742.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -411077.218750 Penalty: 801.833252
	Iteration 5F: 3 clusters Score -411077.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -411432.781250 Penalty: 801.833252
	Iteration 6F: 3 clusters Score -411432.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -411645.187500 Penalty: 801.833252
	Iteration 7F: 3 clusters Score -411645.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -411731.312500 Penalty: 801.833252
	Iteration 8Q: 3 clusters Score -411731.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -411762.406250 Penalty: 801.833252
	Iteration 9Q: 3 clusters Score -411762.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -411783.718750 Penalty: 801.833252
	Iteration 10Q: 3 clusters Score -411783.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -411806.406250 Penalty: 801.833252
	Iteration 11Q: 3 clusters Score -411806.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -411827.750000 Penalty: 801.833252
	Iteration 12Q: 3 clusters Score -411827.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -411846.718750 Penalty: 801.833252
	Iteration 13Q: 3 clusters Score -411846.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -411868.468750 Penalty: 801.833252
	Iteration 14Q: 3 clusters Score -411868.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -411899.468750 Penalty: 801.833252
	Iteration 15Q: 3 clusters Score -411899.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -411941.156250 Penalty: 801.833252
	Iteration 16Q: 3 clusters Score -411941.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -411990.687500 Penalty: 801.833252
	Iteration 17Q: 3 clusters Score -411990.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -412050.500000 Penalty: 801.833252
	Iteration 18Q: 3 clusters Score -412050.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -412102.875000 Penalty: 801.833252
	Iteration 19Q: 3 clusters Score -412102.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -412148.000000 Penalty: 801.833252
	Iteration 20F: 3 clusters Score -412148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -412186.468750 Penalty: 801.833252
	Iteration 21Q: 3 clusters Score -412186.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -412222.500000 Penalty: 801.833252
	Iteration 22Q: 3 clusters Score -412222.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -412255.343750 Penalty: 801.833252
	Iteration 23Q: 3 clusters Score -412255.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -412283.687500 Penalty: 801.833252
	Iteration 24Q: 3 clusters Score -412283.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -412305.156250 Penalty: 801.833252
	Iteration 25Q: 3 clusters Score -412305.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -412319.406250 Penalty: 801.833252
	Iteration 26Q: 3 clusters Score -412319.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -412334.531250 Penalty: 801.833252
	Iteration 27Q: 3 clusters Score -412334.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -412353.781250 Penalty: 801.833252
	Iteration 28Q: 3 clusters Score -412353.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -412371.437500 Penalty: 801.833252
	Iteration 29Q: 3 clusters Score -412371.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -412385.656250 Penalty: 801.833252
	Iteration 30Q: 3 clusters Score -412385.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -412402.062500 Penalty: 801.833252
	Iteration 31Q: 3 clusters Score -412402.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -412416.156250 Penalty: 801.833252
	Iteration 32Q: 3 clusters Score -412416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -412430.906250 Penalty: 801.833252
	Iteration 33Q: 3 clusters Score -412430.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -412449.093750 Penalty: 801.833252
	Iteration 34Q: 3 clusters Score -412449.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -412463.281250 Penalty: 801.833252
	Iteration 35Q: 3 clusters Score -412463.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -412475.218750 Penalty: 801.833252
	Iteration 36Q: 3 clusters Score -412475.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -412490.156250 Penalty: 801.833252
	Iteration 37Q: 3 clusters Score -412490.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -412505.875000 Penalty: 801.833252
	Iteration 38Q: 3 clusters Score -412505.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -412515.312500 Penalty: 801.833252
	Iteration 39Q: 3 clusters Score -412515.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -412524.781250 Penalty: 801.833252
	Iteration 40F: 3 clusters Score -412524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -412534.937500 Penalty: 801.833252
	Iteration 41Q: 3 clusters Score -412534.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -412545.906250 Penalty: 801.833252
	Iteration 42Q: 3 clusters Score -412545.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -412558.156250 Penalty: 801.833252
	Iteration 43Q: 3 clusters Score -412558.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -412574.031250 Penalty: 801.833252
	Iteration 44Q: 3 clusters Score -412574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -412586.500000 Penalty: 801.833252
	Iteration 45Q: 3 clusters Score -412586.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -412597.437500 Penalty: 801.833252
	Iteration 46Q: 3 clusters Score -412597.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -412606.687500 Penalty: 801.833252
	Iteration 47Q: 3 clusters Score -412606.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -412609.031250 Penalty: 801.833252
	Iteration 48Q: 3 clusters Score -412609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -412611.187500 Penalty: 801.833252
	Iteration 49Q: 3 clusters Score -412611.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -412615.343750 Penalty: 801.833252
	Iteration 50Q: 3 clusters Score -412615.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -412616.781250 Penalty: 801.833252
	Iteration 51Q: 3 clusters Score -412616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -412618.000000 Penalty: 801.833252
	Iteration 52Q: 3 clusters Score -412618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -412619.156250 Penalty: 801.833252
	Iteration 53Q: 3 clusters Score -412619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -412619.562500 Penalty: 801.833252
	Iteration 54Q: 3 clusters Score -412619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -412619.750000 Penalty: 801.833252
	Iteration 55Q: 3 clusters Score -412619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -412620.218750 Penalty: 801.833252
	Iteration 56Q: 3 clusters Score -412620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -412621.375000 Penalty: 801.833252
	Iteration 57Q: 3 clusters Score -412621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -412620.687500 Penalty: 801.833252
	Iteration 58Q: 3 clusters Score -412620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -412622.187500 Penalty: 801.833252
	Iteration 59Q: 3 clusters Score -412622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -412621.843750 Penalty: 801.833252
	Iteration 60F: 3 clusters Score -412621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -412622.468750 Penalty: 801.833252
	Iteration 61Q: 3 clusters Score -412622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -412622.468750 Penalty: 801.833252
	Iteration 62F: 3 clusters Score -412622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Entering Unmasked Estep 
Score: -5079579.500000 Penalty: 513.705566
	Iteration 0F: 2 clusters Score -5079580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5029098.000000 Penalty: 1027.411133
	Iteration 0F: 3 clusters Score -5029098 nChanged 38997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -5052161.000000 Penalty: 1027.411133
	Iteration 1F: 3 clusters Score -5052161 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5052969.500000 Penalty: 1027.411133
	Iteration 2Q: 3 clusters Score -5052970 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5054027.000000 Penalty: 1027.411133
	Iteration 3Q: 3 clusters Score -5054027 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5055750.000000 Penalty: 1027.411133
	Iteration 4Q: 3 clusters Score -5055750 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5058536.000000 Penalty: 1027.411133
	Iteration 5F: 3 clusters Score -5058536 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5062816.000000 Penalty: 1027.411133
	Iteration 6F: 3 clusters Score -5062816 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5068064.000000 Penalty: 1027.411133
	Iteration 7F: 3 clusters Score -5068064 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5071480.000000 Penalty: 1027.411133
	Iteration 8F: 3 clusters Score -5071480 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5072815.000000 Penalty: 1027.411133
	Iteration 9Q: 3 clusters Score -5072815 nChanged 2059
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5073637 nChanged 1727
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5074353 nChanged 1648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5075018 nChanged 1576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5075651 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5076162 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5076539 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5076873 nChanged 960
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5077092 nChanged 780
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5077201 nChanged 679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5077333 nChanged 618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5077397 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5077468 nChanged 449
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Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5077518 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5077543 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5077566 nChanged 311
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Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5077575 nChanged 252
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Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5077594 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5077616 nChanged 243
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Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5077656 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5077702 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5077756 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5077792 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5077790 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5077802 nChanged 252
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Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5077792 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5077828 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5077872 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5077918 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5077952 nChanged 357
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Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5077976 nChanged 381
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Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5077996 nChanged 391
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Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5078027 nChanged 379
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Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5078074 nChanged 465
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Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5078096 nChanged 472
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Mstep: Class 1 contains 46017 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5078158 nChanged 512
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Mstep: Class 1 contains 46529 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5078208 nChanged 501
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Mstep: Class 1 contains 47030 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5078278 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5078338 nChanged 510
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Mstep: Class 1 contains 48042 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5078374 nChanged 476
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Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5078434 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5078508 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5078568 nChanged 524
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Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5078588 nChanged 516
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Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5078624 nChanged 494
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Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5078659 nChanged 489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51568 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5078699 nChanged 529
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Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5078761 nChanged 512
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Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5078816 nChanged 497
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Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5078883 nChanged 435
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Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5078918 nChanged 447
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Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5078935 nChanged 463
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Mstep: Class 1 contains 54451 members 
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	Iteration 61Q: 3 clusters Score -5078973 nChanged 495
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Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 25090 members 
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	Iteration 62Q: 3 clusters Score -5079034 nChanged 469
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Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5079084 nChanged 499
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Mstep: Class 1 contains 55914 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5079134 nChanged 486
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Mstep: Class 1 contains 56400 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5079188 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5079232 nChanged 547
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Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5079268 nChanged 506
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Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5079314 nChanged 526
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Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5079344 nChanged 559
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Mstep: Class 1 contains 59017 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5079432 nChanged 596
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Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 20423 members 
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	Iteration 71Q: 3 clusters Score -5079482 nChanged 597
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Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5079534 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5079580 nChanged 553
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Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 18693 members 
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	Iteration 74Q: 3 clusters Score -5079654 nChanged 601
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Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 18092 members 
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	Iteration 75Q: 3 clusters Score -5079735 nChanged 602
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Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 17490 members 
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	Iteration 76Q: 3 clusters Score -5079802 nChanged 599
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Mstep: Class 1 contains 63145 members 
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	Iteration 77Q: 3 clusters Score -5079844 nChanged 592
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Mstep: Class 1 contains 63737 members 
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	Iteration 78Q: 3 clusters Score -5079902 nChanged 585
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Mstep: Class 1 contains 64322 members 
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	Iteration 79Q: 3 clusters Score -5079917 nChanged 589
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Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5079987 nChanged 555
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Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5080064 nChanged 525
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Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 14045 members 
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	Iteration 82Q: 3 clusters Score -5080130 nChanged 500
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Mstep: Class 1 contains 66491 members 
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	Iteration 83Q: 3 clusters Score -5080176 nChanged 521
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Mstep: Class 1 contains 67012 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5080234 nChanged 524
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Mstep: Class 1 contains 67536 members 
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	Iteration 85Q: 3 clusters Score -5080268 nChanged 536
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Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5080344 nChanged 576
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Mstep: Class 1 contains 68648 members 
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	Iteration 87Q: 3 clusters Score -5080466 nChanged 620
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Mstep: Class 1 contains 69268 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5080556 nChanged 617
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Mstep: Class 1 contains 69885 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5080654 nChanged 613
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Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5080768 nChanged 607
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Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5080824 nChanged 528
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Mstep: Class 1 contains 71633 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5080881 nChanged 492
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Mstep: Class 1 contains 72125 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5080958 nChanged 476
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Mstep: Class 1 contains 72601 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5081033 nChanged 458
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Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5081112 nChanged 461
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Mstep: Class 1 contains 73520 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5081144 nChanged 422
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Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5081160 nChanged 428
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Mstep: Class 1 contains 74370 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5081170 nChanged 422
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Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5081131 nChanged 432
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Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5081134 nChanged 441
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Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5081126 nChanged 405
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Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5081075 nChanged 391
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Entering Unmasked Estep 
Score: -5080996.500000 Penalty: 1027.411133
	Iteration 103Q: 3 clusters Score -5080996 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5080898.000000 Penalty: 1027.411133
	Iteration 104Q: 3 clusters Score -5080898 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5080745.000000 Penalty: 1027.411133
	Iteration 105Q: 3 clusters Score -5080745 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5080660.000000 Penalty: 1027.411133
	Iteration 106Q: 3 clusters Score -5080660 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5080532.500000 Penalty: 1027.411133
	Iteration 107Q: 3 clusters Score -5080532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5080424.500000 Penalty: 1027.411133
	Iteration 108Q: 3 clusters Score -5080424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5080293.000000 Penalty: 1027.411133
	Iteration 109Q: 3 clusters Score -5080293 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5080212.500000 Penalty: 1027.411133
	Iteration 110Q: 3 clusters Score -5080212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5080102.500000 Penalty: 1027.411133
	Iteration 111Q: 3 clusters Score -5080102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5080040.000000 Penalty: 1027.411133
	Iteration 112Q: 3 clusters Score -5080040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5079945.000000 Penalty: 1027.411133
	Iteration 113Q: 3 clusters Score -5079945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5079865.500000 Penalty: 1027.411133
	Iteration 114Q: 3 clusters Score -5079866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5079837.000000 Penalty: 1027.411133
	Iteration 115Q: 3 clusters Score -5079837 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5079820.500000 Penalty: 1027.411133
	Iteration 116Q: 3 clusters Score -5079820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5079788.000000 Penalty: 1027.411133
	Iteration 117Q: 3 clusters Score -5079788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5079780.500000 Penalty: 1027.411133
	Iteration 118Q: 3 clusters Score -5079780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5079756.500000 Penalty: 1027.411133
	Iteration 119Q: 3 clusters Score -5079756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5079742.000000 Penalty: 1027.411133
	Iteration 120F: 3 clusters Score -5079742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5079714.000000 Penalty: 1027.411133
	Iteration 121Q: 3 clusters Score -5079714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5079694.000000 Penalty: 1027.411133
	Iteration 122Q: 3 clusters Score -5079694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5079669.500000 Penalty: 1027.411133
	Iteration 123Q: 3 clusters Score -5079670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5079655.000000 Penalty: 1027.411133
	Iteration 124Q: 3 clusters Score -5079655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5079636.000000 Penalty: 1027.411133
	Iteration 125Q: 3 clusters Score -5079636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5079624.500000 Penalty: 1027.411133
	Iteration 126Q: 3 clusters Score -5079624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5079609.500000 Penalty: 1027.411133
	Iteration 127Q: 3 clusters Score -5079610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5079590.500000 Penalty: 1027.411133
	Iteration 128Q: 3 clusters Score -5079590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5079589.000000 Penalty: 1027.411133
	Iteration 129Q: 3 clusters Score -5079589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5079579.000000 Penalty: 1027.411133
	Iteration 130Q: 3 clusters Score -5079579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5079566.500000 Penalty: 1027.411133
	Iteration 131Q: 3 clusters Score -5079566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5079551.500000 Penalty: 1027.411133
	Iteration 132Q: 3 clusters Score -5079552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5079552.000000 Penalty: 1027.411133
	Iteration 133Q: 3 clusters Score -5079552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5079539.500000 Penalty: 1027.411133
	Iteration 134Q: 3 clusters Score -5079540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5079535.500000 Penalty: 1027.411133
	Iteration 135Q: 3 clusters Score -5079536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5079539.000000 Penalty: 1027.411133
	Iteration 136Q: 3 clusters Score -5079539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5079530.500000 Penalty: 1027.411133
	Iteration 137Q: 3 clusters Score -5079530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5079524.000000 Penalty: 1027.411133
	Iteration 138Q: 3 clusters Score -5079524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5079525.000000 Penalty: 1027.411133
	Iteration 139Q: 3 clusters Score -5079525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5079526.000000 Penalty: 1027.411133
	Iteration 140F: 3 clusters Score -5079526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5079529.000000 Penalty: 1027.411133
	Iteration 141Q: 3 clusters Score -5079529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5079530.500000 Penalty: 1027.411133
	Iteration 142Q: 3 clusters Score -5079530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5079521.500000 Penalty: 1027.411133
	Iteration 143Q: 3 clusters Score -5079522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5079518.500000 Penalty: 1027.411133
	Iteration 144Q: 3 clusters Score -5079518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5079511.000000 Penalty: 1027.411133
	Iteration 145Q: 3 clusters Score -5079511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5079513.000000 Penalty: 1027.411133
	Iteration 146Q: 3 clusters Score -5079513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5079510.000000 Penalty: 1027.411133
	Iteration 147Q: 3 clusters Score -5079510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5079511.000000 Penalty: 1027.411133
	Iteration 148Q: 3 clusters Score -5079511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5079522.500000 Penalty: 1027.411133
	Iteration 149Q: 3 clusters Score -5079522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5079524.000000 Penalty: 1027.411133
	Iteration 150Q: 3 clusters Score -5079524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5079516.000000 Penalty: 1027.411133
	Iteration 151Q: 3 clusters Score -5079516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5079521.500000 Penalty: 1027.411133
	Iteration 152Q: 3 clusters Score -5079522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5079519.500000 Penalty: 1027.411133
	Iteration 153Q: 3 clusters Score -5079520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5079524.500000 Penalty: 1027.411133
	Iteration 154Q: 3 clusters Score -5079524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5079521.000000 Penalty: 1027.411133
	Iteration 155Q: 3 clusters Score -5079521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5079521.500000 Penalty: 1027.411133
	Iteration 156Q: 3 clusters Score -5079522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5079508.500000 Penalty: 1027.411133
	Iteration 157Q: 3 clusters Score -5079508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5079516.000000 Penalty: 1027.411133
	Iteration 158Q: 3 clusters Score -5079516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5079513.000000 Penalty: 1027.411133
	Iteration 159Q: 3 clusters Score -5079513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5079516.500000 Penalty: 1027.411133
	Iteration 160F: 3 clusters Score -5079516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5079514.500000 Penalty: 1027.411133
	Iteration 161Q: 3 clusters Score -5079514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5079514.500000 Penalty: 1027.411133
	Iteration 162F: 3 clusters Score -5079514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -4845.684082 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -4845.684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4668.094238 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -4668.094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4721.909668 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -4721.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4726.770020 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -4726.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4737.670898 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -4737.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4743.193359 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -4743.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4743.193359 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -4743.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Entering Unmasked Estep 
Score: -4928099.500000 Penalty: 513.311584
	Iteration 0F: 2 clusters Score -4928100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4875245.500000 Penalty: 1026.623169
	Iteration 0F: 3 clusters Score -4875246 nChanged 38681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -4900541.500000 Penalty: 1026.623169
	Iteration 1F: 3 clusters Score -4900542 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -4903747.500000 Penalty: 1026.623169
	Iteration 2F: 3 clusters Score -4903748 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -4908509.500000 Penalty: 1026.623169
	Iteration 3F: 3 clusters Score -4908510 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -4913125.500000 Penalty: 1026.623169
	Iteration 4F: 3 clusters Score -4913126 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -4915406.000000 Penalty: 1026.623169
	Iteration 5F: 3 clusters Score -4915406 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -4916108.500000 Penalty: 1026.623169
	Iteration 6Q: 3 clusters Score -4916108 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -4916537.500000 Penalty: 1026.623169
	Iteration 7Q: 3 clusters Score -4916538 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -4916895.500000 Penalty: 1026.623169
	Iteration 8Q: 3 clusters Score -4916896 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -4917261.500000 Penalty: 1026.623169
	Iteration 9Q: 3 clusters Score -4917262 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -4917632.000000 Penalty: 1026.623169
	Iteration 10Q: 3 clusters Score -4917632 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -4918078.000000 Penalty: 1026.623169
	Iteration 11Q: 3 clusters Score -4918078 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -4918562.000000 Penalty: 1026.623169
	Iteration 12Q: 3 clusters Score -4918562 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -4919171.000000 Penalty: 1026.623169
	Iteration 13Q: 3 clusters Score -4919171 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -4919935.500000 Penalty: 1026.623169
	Iteration 14Q: 3 clusters Score -4919936 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -4920734.500000 Penalty: 1026.623169
	Iteration 15Q: 3 clusters Score -4920734 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -4921717.000000 Penalty: 1026.623169
	Iteration 16Q: 3 clusters Score -4921717 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -4922781.500000 Penalty: 1026.623169
	Iteration 17Q: 3 clusters Score -4922782 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -4923840.500000 Penalty: 1026.623169
	Iteration 18Q: 3 clusters Score -4923840 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -4924600.000000 Penalty: 1026.623169
	Iteration 19Q: 3 clusters Score -4924600 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -4925296.500000 Penalty: 1026.623169
	Iteration 20F: 3 clusters Score -4925296 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -4925874.000000 Penalty: 1026.623169
	Iteration 21Q: 3 clusters Score -4925874 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -4926285.000000 Penalty: 1026.623169
	Iteration 22Q: 3 clusters Score -4926285 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -4926527.000000 Penalty: 1026.623169
	Iteration 23Q: 3 clusters Score -4926527 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -4926648.500000 Penalty: 1026.623169
	Iteration 24Q: 3 clusters Score -4926648 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -4926748.500000 Penalty: 1026.623169
	Iteration 25Q: 3 clusters Score -4926748 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -4926792.000000 Penalty: 1026.623169
	Iteration 26Q: 3 clusters Score -4926792 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -4926855.500000 Penalty: 1026.623169
	Iteration 27Q: 3 clusters Score -4926856 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -4926870.500000 Penalty: 1026.623169
	Iteration 28Q: 3 clusters Score -4926870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -4926893.000000 Penalty: 1026.623169
	Iteration 29Q: 3 clusters Score -4926893 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -4926896.000000 Penalty: 1026.623169
	Iteration 30Q: 3 clusters Score -4926896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -4926906.000000 Penalty: 1026.623169
	Iteration 31Q: 3 clusters Score -4926906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -4926917.000000 Penalty: 1026.623169
	Iteration 32Q: 3 clusters Score -4926917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -4926924.000000 Penalty: 1026.623169
	Iteration 33Q: 3 clusters Score -4926924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -4926930.500000 Penalty: 1026.623169
	Iteration 34Q: 3 clusters Score -4926930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -4926930.000000 Penalty: 1026.623169
	Iteration 35Q: 3 clusters Score -4926930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -4926937.500000 Penalty: 1026.623169
	Iteration 36Q: 3 clusters Score -4926938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -4926947.000000 Penalty: 1026.623169
	Iteration 37Q: 3 clusters Score -4926947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -4926959.000000 Penalty: 1026.623169
	Iteration 38Q: 3 clusters Score -4926959 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -4926946.000000 Penalty: 1026.623169
	Iteration 39Q: 3 clusters Score -4926946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -4926953.000000 Penalty: 1026.623169
	Iteration 40F: 3 clusters Score -4926953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -4926959.000000 Penalty: 1026.623169
	Iteration 41Q: 3 clusters Score -4926959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -4926971.000000 Penalty: 1026.623169
	Iteration 42Q: 3 clusters Score -4926971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -4926972.500000 Penalty: 1026.623169
	Iteration 43Q: 3 clusters Score -4926972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -4926972.500000 Penalty: 1026.623169
	Iteration 44Q: 3 clusters Score -4926972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -4926964.500000 Penalty: 1026.623169
	Iteration 45Q: 3 clusters Score -4926964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -4926973.500000 Penalty: 1026.623169
	Iteration 46Q: 3 clusters Score -4926974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -4926978.500000 Penalty: 1026.623169
	Iteration 47Q: 3 clusters Score -4926978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -4926983.000000 Penalty: 1026.623169
	Iteration 48Q: 3 clusters Score -4926983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -4926986.000000 Penalty: 1026.623169
	Iteration 49Q: 3 clusters Score -4926986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -4926993.000000 Penalty: 1026.623169
	Iteration 50Q: 3 clusters Score -4926993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -4927005.000000 Penalty: 1026.623169
	Iteration 51Q: 3 clusters Score -4927005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -4927004.000000 Penalty: 1026.623169
	Iteration 52Q: 3 clusters Score -4927004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -4927004.500000 Penalty: 1026.623169
	Iteration 53Q: 3 clusters Score -4927004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -4926995.000000 Penalty: 1026.623169
	Iteration 54Q: 3 clusters Score -4926995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -4927002.000000 Penalty: 1026.623169
	Iteration 55Q: 3 clusters Score -4927002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -4927014.500000 Penalty: 1026.623169
	Iteration 56Q: 3 clusters Score -4927014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -4927012.500000 Penalty: 1026.623169
	Iteration 57Q: 3 clusters Score -4927012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -4927004.500000 Penalty: 1026.623169
	Iteration 58Q: 3 clusters Score -4927004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -4927004.500000 Penalty: 1026.623169
	Iteration 59Q: 3 clusters Score -4927004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -4927005.000000 Penalty: 1026.623169
	Iteration 60F: 3 clusters Score -4927005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -4927005.000000 Penalty: 1026.623169
	Iteration 61Q: 3 clusters Score -4927005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -4927007.000000 Penalty: 1026.623169
	Iteration 62Q: 3 clusters Score -4927007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -4927018.000000 Penalty: 1026.623169
	Iteration 63Q: 3 clusters Score -4927018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -4927019.500000 Penalty: 1026.623169
	Iteration 64Q: 3 clusters Score -4927020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -4927016.500000 Penalty: 1026.623169
	Iteration 65Q: 3 clusters Score -4927016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -4927022.500000 Penalty: 1026.623169
	Iteration 66Q: 3 clusters Score -4927022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -4927025.000000 Penalty: 1026.623169
	Iteration 67Q: 3 clusters Score -4927025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -4927025.000000 Penalty: 1026.623169
	Iteration 68Q: 3 clusters Score -4927025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -4927037.500000 Penalty: 1026.623169
	Iteration 69Q: 3 clusters Score -4927038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -4927035.000000 Penalty: 1026.623169
	Iteration 70Q: 3 clusters Score -4927035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -4927038.000000 Penalty: 1026.623169
	Iteration 71Q: 3 clusters Score -4927038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -4927037.500000 Penalty: 1026.623169
	Iteration 72Q: 3 clusters Score -4927038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -4927042.500000 Penalty: 1026.623169
	Iteration 73Q: 3 clusters Score -4927042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -4927038.500000 Penalty: 1026.623169
	Iteration 74Q: 3 clusters Score -4927038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -4927039.500000 Penalty: 1026.623169
	Iteration 75Q: 3 clusters Score -4927040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -4927048.500000 Penalty: 1026.623169
	Iteration 76Q: 3 clusters Score -4927048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -4927046.500000 Penalty: 1026.623169
	Iteration 77Q: 3 clusters Score -4927046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -4927048.500000 Penalty: 1026.623169
	Iteration 78Q: 3 clusters Score -4927048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -4927042.500000 Penalty: 1026.623169
	Iteration 79Q: 3 clusters Score -4927042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -4927042.500000 Penalty: 1026.623169
	Iteration 80F: 3 clusters Score -4927042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -4927036.000000 Penalty: 1026.623169
	Iteration 81Q: 3 clusters Score -4927036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -4927041.500000 Penalty: 1026.623169
	Iteration 82Q: 3 clusters Score -4927042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -4927035.500000 Penalty: 1026.623169
	Iteration 83Q: 3 clusters Score -4927036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -4927045.000000 Penalty: 1026.623169
	Iteration 84Q: 3 clusters Score -4927045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -4927044.000000 Penalty: 1026.623169
	Iteration 85Q: 3 clusters Score -4927044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -4927043.500000 Penalty: 1026.623169
	Iteration 86Q: 3 clusters Score -4927044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -4927044.000000 Penalty: 1026.623169
	Iteration 87Q: 3 clusters Score -4927044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -4927045.500000 Penalty: 1026.623169
	Iteration 88Q: 3 clusters Score -4927046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -4927045.000000 Penalty: 1026.623169
	Iteration 89Q: 3 clusters Score -4927045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -4927048.000000 Penalty: 1026.623169
	Iteration 90Q: 3 clusters Score -4927048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -4927056.000000 Penalty: 1026.623169
	Iteration 91Q: 3 clusters Score -4927056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -4927052.500000 Penalty: 1026.623169
	Iteration 92Q: 3 clusters Score -4927052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -4927053.500000 Penalty: 1026.623169
	Iteration 93Q: 3 clusters Score -4927054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4927050.000000 Penalty: 1026.623169
	Iteration 94Q: 3 clusters Score -4927050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -4927050.000000 Penalty: 1026.623169
	Iteration 95Q: 3 clusters Score -4927050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -4927050.000000 Penalty: 1026.623169
	Iteration 96F: 3 clusters Score -4927050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Entering Unmasked Estep 
Score: -930962.687500 Penalty: 439.294952
	Iteration 0F: 2 clusters Score -930962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -920565.875000 Penalty: 878.589905
	Iteration 0F: 3 clusters Score -920565.9 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -925765.062500 Penalty: 878.589905
	Iteration 1F: 3 clusters Score -925765.1 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -926685.625000 Penalty: 878.589905
	Iteration 2F: 3 clusters Score -926685.6 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -927631.625000 Penalty: 878.589905
	Iteration 3F: 3 clusters Score -927631.6 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -928527.625000 Penalty: 878.589905
	Iteration 4F: 3 clusters Score -928527.6 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -929345.375000 Penalty: 878.589905
	Iteration 5F: 3 clusters Score -929345.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -929920.812500 Penalty: 878.589905
	Iteration 6Q: 3 clusters Score -929920.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -930262.000000 Penalty: 878.589905
	Iteration 7Q: 3 clusters Score -930262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -930484.937500 Penalty: 878.589905
	Iteration 8Q: 3 clusters Score -930484.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -930607.375000 Penalty: 878.589905
	Iteration 9Q: 3 clusters Score -930607.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -930679.625000 Penalty: 878.589905
	Iteration 10Q: 3 clusters Score -930679.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -930732.000000 Penalty: 878.589905
	Iteration 11Q: 3 clusters Score -930732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -930773.750000 Penalty: 878.589905
	Iteration 12Q: 3 clusters Score -930773.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -930789.000000 Penalty: 878.589905
	Iteration 13Q: 3 clusters Score -930789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -930795.437500 Penalty: 878.589905
	Iteration 14Q: 3 clusters Score -930795.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -930800.375000 Penalty: 878.589905
	Iteration 15Q: 3 clusters Score -930800.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -930802.312500 Penalty: 878.589905
	Iteration 16Q: 3 clusters Score -930802.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -930807.875000 Penalty: 878.589905
	Iteration 17Q: 3 clusters Score -930807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -930809.687500 Penalty: 878.589905
	Iteration 18Q: 3 clusters Score -930809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -930811.312500 Penalty: 878.589905
	Iteration 19Q: 3 clusters Score -930811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -930812.750000 Penalty: 878.589905
	Iteration 20F: 3 clusters Score -930812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -89468.343750 Penalty: 335.058075
	Iteration 0F: 2 clusters Score -89468.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -88272.726562 Penalty: 670.116150
	Iteration 0F: 3 clusters Score -88272.73 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88753.000000 Penalty: 670.116150
	Iteration 1F: 3 clusters Score -88753 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -88898.101562 Penalty: 670.116150
	Iteration 2F: 3 clusters Score -88898.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -88997.195312 Penalty: 670.116150
	Iteration 3F: 3 clusters Score -88997.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -89042.757812 Penalty: 670.116150
	Iteration 4F: 3 clusters Score -89042.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -89082.296875 Penalty: 670.116150
	Iteration 5Q: 3 clusters Score -89082.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -89101.648438 Penalty: 670.116150
	Iteration 6Q: 3 clusters Score -89101.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -89113.429688 Penalty: 670.116150
	Iteration 7Q: 3 clusters Score -89113.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -89119.796875 Penalty: 670.116150
	Iteration 8Q: 3 clusters Score -89119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -89133.515625 Penalty: 670.116150
	Iteration 9Q: 3 clusters Score -89133.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -89157.664062 Penalty: 670.116150
	Iteration 10Q: 3 clusters Score -89157.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -89179.445312 Penalty: 670.116150
	Iteration 11Q: 3 clusters Score -89179.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -89203.398438 Penalty: 670.116150
	Iteration 12Q: 3 clusters Score -89203.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -89230.531250 Penalty: 670.116150
	Iteration 13Q: 3 clusters Score -89230.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -89257.140625 Penalty: 670.116150
	Iteration 14Q: 3 clusters Score -89257.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -89277.625000 Penalty: 670.116150
	Iteration 15Q: 3 clusters Score -89277.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -89296.750000 Penalty: 670.116150
	Iteration 16Q: 3 clusters Score -89296.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -89305.835938 Penalty: 670.116150
	Iteration 17Q: 3 clusters Score -89305.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -89311.640625 Penalty: 670.116150
	Iteration 18Q: 3 clusters Score -89311.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -89314.281250 Penalty: 670.116150
	Iteration 19Q: 3 clusters Score -89314.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -89314.257812 Penalty: 670.116150
	Iteration 20F: 3 clusters Score -89314.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -89314.507812 Penalty: 670.116150
	Iteration 21Q: 3 clusters Score -89314.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -89314.585938 Penalty: 670.116150
	Iteration 22Q: 3 clusters Score -89314.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -89314.718750 Penalty: 670.116150
	Iteration 23Q: 3 clusters Score -89314.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -89315.195312 Penalty: 670.116150
	Iteration 24Q: 3 clusters Score -89315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -89315.195312 Penalty: 670.116150
	Iteration 25F: 3 clusters Score -89315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Entering Unmasked Estep 
Score: -782471.312500 Penalty: 426.996826
	Iteration 0F: 2 clusters Score -782471.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -774565.125000 Penalty: 853.993652
	Iteration 0F: 3 clusters Score -774565.1 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -777594.687500 Penalty: 853.993652
	Iteration 1F: 3 clusters Score -777594.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -777834.437500 Penalty: 853.993652
	Iteration 2F: 3 clusters Score -777834.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -778176.187500 Penalty: 853.993652
	Iteration 3F: 3 clusters Score -778176.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -778690.812500 Penalty: 853.993652
	Iteration 4F: 3 clusters Score -778690.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -779354.562500 Penalty: 853.993652
	Iteration 5F: 3 clusters Score -779354.6 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -780142.812500 Penalty: 853.993652
	Iteration 6F: 3 clusters Score -780142.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -780847.812500 Penalty: 853.993652
	Iteration 7F: 3 clusters Score -780847.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -781378.375000 Penalty: 853.993652
	Iteration 8Q: 3 clusters Score -781378.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -781719.812500 Penalty: 853.993652
	Iteration 9Q: 3 clusters Score -781719.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -781902.375000 Penalty: 853.993652
	Iteration 10Q: 3 clusters Score -781902.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -781988.750000 Penalty: 853.993652
	Iteration 11Q: 3 clusters Score -781988.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -782041.125000 Penalty: 853.993652
	Iteration 12Q: 3 clusters Score -782041.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -782065.062500 Penalty: 853.993652
	Iteration 13Q: 3 clusters Score -782065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -782075.500000 Penalty: 853.993652
	Iteration 14Q: 3 clusters Score -782075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -782081.500000 Penalty: 853.993652
	Iteration 15Q: 3 clusters Score -782081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -782086.375000 Penalty: 853.993652
	Iteration 16Q: 3 clusters Score -782086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -782090.937500 Penalty: 853.993652
	Iteration 17Q: 3 clusters Score -782090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -782092.750000 Penalty: 853.993652
	Iteration 18Q: 3 clusters Score -782092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -782095.687500 Penalty: 853.993652
	Iteration 19Q: 3 clusters Score -782095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -782095.937500 Penalty: 853.993652
	Iteration 20F: 3 clusters Score -782095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -782098.562500 Penalty: 853.993652
	Iteration 21Q: 3 clusters Score -782098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -782103.562500 Penalty: 853.993652
	Iteration 22Q: 3 clusters Score -782103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -782107.000000 Penalty: 853.993652
	Iteration 23Q: 3 clusters Score -782107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -782108.937500 Penalty: 853.993652
	Iteration 24Q: 3 clusters Score -782108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -782110.562500 Penalty: 853.993652
	Iteration 25Q: 3 clusters Score -782110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -782110.562500 Penalty: 853.993652
	Iteration 26F: 3 clusters Score -782110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Entering Unmasked Estep 
Score: -3849315.750000 Penalty: 500.281250
	Iteration 0F: 2 clusters Score -3849316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3819765.000000 Penalty: 1000.562500
	Iteration 0F: 3 clusters Score -3819765 nChanged 28813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3840112.000000 Penalty: 1000.562500
	Iteration 1F: 3 clusters Score -3840112 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3842135.500000 Penalty: 1000.562500
	Iteration 2F: 3 clusters Score -3842136 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3844255.750000 Penalty: 1000.562500
	Iteration 3F: 3 clusters Score -3844256 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3846373.250000 Penalty: 1000.562500
	Iteration 4F: 3 clusters Score -3846373 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3848441.500000 Penalty: 1000.562500
	Iteration 5F: 3 clusters Score -3848442 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3850454.750000 Penalty: 1000.562500
	Iteration 6F: 3 clusters Score -3850455 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3851948.750000 Penalty: 1000.562500
	Iteration 7Q: 3 clusters Score -3851949 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3852948.500000 Penalty: 1000.562500
	Iteration 8Q: 3 clusters Score -3852948 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3853508.750000 Penalty: 1000.562500
	Iteration 9Q: 3 clusters Score -3853509 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3853715.750000 Penalty: 1000.562500
	Iteration 10Q: 3 clusters Score -3853716 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3853616.500000 Penalty: 1000.562500
	Iteration 11Q: 3 clusters Score -3853616 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3853350.250000 Penalty: 1000.562500
	Iteration 12Q: 3 clusters Score -3853350 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3852863.750000 Penalty: 1000.562500
	Iteration 13Q: 3 clusters Score -3852864 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3852374.500000 Penalty: 1000.562500
	Iteration 14Q: 3 clusters Score -3852374 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3851956.250000 Penalty: 1000.562500
	Iteration 15Q: 3 clusters Score -3851956 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3851621.750000 Penalty: 1000.562500
	Iteration 16Q: 3 clusters Score -3851622 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3851334.250000 Penalty: 1000.562500
	Iteration 17Q: 3 clusters Score -3851334 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3851239.250000 Penalty: 1000.562500
	Iteration 18Q: 3 clusters Score -3851239 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3851184.500000 Penalty: 1000.562500
	Iteration 19Q: 3 clusters Score -3851184 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3851151.750000 Penalty: 1000.562500
	Iteration 20F: 3 clusters Score -3851152 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3851115.750000 Penalty: 1000.562500
	Iteration 21Q: 3 clusters Score -3851116 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3851082.000000 Penalty: 1000.562500
	Iteration 22Q: 3 clusters Score -3851082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3851004.750000 Penalty: 1000.562500
	Iteration 23Q: 3 clusters Score -3851005 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3850960.000000 Penalty: 1000.562500
	Iteration 24Q: 3 clusters Score -3850960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3850908.750000 Penalty: 1000.562500
	Iteration 25Q: 3 clusters Score -3850909 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3850915.500000 Penalty: 1000.562500
	Iteration 26Q: 3 clusters Score -3850916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3850916.250000 Penalty: 1000.562500
	Iteration 27Q: 3 clusters Score -3850916 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3850916.250000 Penalty: 1000.562500
	Iteration 28Q: 3 clusters Score -3850916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3850913.000000 Penalty: 1000.562500
	Iteration 29Q: 3 clusters Score -3850913 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3850914.750000 Penalty: 1000.562500
	Iteration 30Q: 3 clusters Score -3850915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3850883.500000 Penalty: 1000.562500
	Iteration 31Q: 3 clusters Score -3850884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3850858.250000 Penalty: 1000.562500
	Iteration 32Q: 3 clusters Score -3850858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3850837.000000 Penalty: 1000.562500
	Iteration 33Q: 3 clusters Score -3850837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3850825.750000 Penalty: 1000.562500
	Iteration 34Q: 3 clusters Score -3850826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3850802.500000 Penalty: 1000.562500
	Iteration 35Q: 3 clusters Score -3850802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3850811.000000 Penalty: 1000.562500
	Iteration 36Q: 3 clusters Score -3850811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3850803.500000 Penalty: 1000.562500
	Iteration 37Q: 3 clusters Score -3850804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3850787.000000 Penalty: 1000.562500
	Iteration 38Q: 3 clusters Score -3850787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3850770.250000 Penalty: 1000.562500
	Iteration 39Q: 3 clusters Score -3850770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3850736.500000 Penalty: 1000.562500
	Iteration 40F: 3 clusters Score -3850736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3850717.250000 Penalty: 1000.562500
	Iteration 41Q: 3 clusters Score -3850717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3850723.750000 Penalty: 1000.562500
	Iteration 42Q: 3 clusters Score -3850724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3850713.000000 Penalty: 1000.562500
	Iteration 43Q: 3 clusters Score -3850713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3850715.500000 Penalty: 1000.562500
	Iteration 44Q: 3 clusters Score -3850716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3850710.750000 Penalty: 1000.562500
	Iteration 45Q: 3 clusters Score -3850711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3850680.750000 Penalty: 1000.562500
	Iteration 46Q: 3 clusters Score -3850681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3850677.250000 Penalty: 1000.562500
	Iteration 47Q: 3 clusters Score -3850677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3850682.250000 Penalty: 1000.562500
	Iteration 48Q: 3 clusters Score -3850682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3850682.000000 Penalty: 1000.562500
	Iteration 49Q: 3 clusters Score -3850682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3850675.000000 Penalty: 1000.562500
	Iteration 50Q: 3 clusters Score -3850675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3850672.750000 Penalty: 1000.562500
	Iteration 51Q: 3 clusters Score -3850673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3850667.500000 Penalty: 1000.562500
	Iteration 52Q: 3 clusters Score -3850668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3850663.750000 Penalty: 1000.562500
	Iteration 53Q: 3 clusters Score -3850664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3850665.500000 Penalty: 1000.562500
	Iteration 54Q: 3 clusters Score -3850666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3850665.750000 Penalty: 1000.562500
	Iteration 55Q: 3 clusters Score -3850666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3850661.500000 Penalty: 1000.562500
	Iteration 56Q: 3 clusters Score -3850662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3850661.500000 Penalty: 1000.562500
	Iteration 57F: 3 clusters Score -3850662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 91353 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76733 members 
Mstep: Class 6 contains 43751 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 13604 members 
Mstep: Class 11 contains 72505 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 80036 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 57206 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 31838 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 12933 members 
Mstep: Class 26 contains 2381 members 
Entering Unmasked Estep 
Score: -42206744.000000 Penalty: 15916.265625
Splitting cluster 20 changes total score from -42203624.000000 to -42206744.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (7672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Entering Unmasked Estep 
Score: -455412.250000 Penalty: 407.012634
	Iteration 0F: 2 clusters Score -455412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -450307.812500 Penalty: 814.025269
	Iteration 0F: 3 clusters Score -450307.8 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -452466.156250 Penalty: 814.025269
	Iteration 1F: 3 clusters Score -452466.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -452812.937500 Penalty: 814.025269
	Iteration 2F: 3 clusters Score -452812.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -453225.000000 Penalty: 814.025269
	Iteration 3F: 3 clusters Score -453225 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -453641.843750 Penalty: 814.025269
	Iteration 4F: 3 clusters Score -453641.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -454010.125000 Penalty: 814.025269
	Iteration 5F: 3 clusters Score -454010.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -454209.812500 Penalty: 814.025269
	Iteration 6Q: 3 clusters Score -454209.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -454285.781250 Penalty: 814.025269
	Iteration 7Q: 3 clusters Score -454285.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -454321.218750 Penalty: 814.025269
	Iteration 8Q: 3 clusters Score -454321.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -454343.718750 Penalty: 814.025269
	Iteration 9Q: 3 clusters Score -454343.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -454361.062500 Penalty: 814.025269
	Iteration 10Q: 3 clusters Score -454361.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -454374.468750 Penalty: 814.025269
	Iteration 11Q: 3 clusters Score -454374.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -454389.125000 Penalty: 814.025269
	Iteration 12Q: 3 clusters Score -454389.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -454406.593750 Penalty: 814.025269
	Iteration 13Q: 3 clusters Score -454406.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -454426.406250 Penalty: 814.025269
	Iteration 14Q: 3 clusters Score -454426.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -454445.312500 Penalty: 814.025269
	Iteration 15Q: 3 clusters Score -454445.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -454466.281250 Penalty: 814.025269
	Iteration 16Q: 3 clusters Score -454466.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -454487.156250 Penalty: 814.025269
	Iteration 17Q: 3 clusters Score -454487.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -454507.937500 Penalty: 814.025269
	Iteration 18Q: 3 clusters Score -454507.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -454536.656250 Penalty: 814.025269
	Iteration 19Q: 3 clusters Score -454536.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -454575.937500 Penalty: 814.025269
	Iteration 20F: 3 clusters Score -454575.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -454610.625000 Penalty: 814.025269
	Iteration 21Q: 3 clusters Score -454610.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -454641.906250 Penalty: 814.025269
	Iteration 22Q: 3 clusters Score -454641.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -454670.531250 Penalty: 814.025269
	Iteration 23Q: 3 clusters Score -454670.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -454698.343750 Penalty: 814.025269
	Iteration 24Q: 3 clusters Score -454698.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -454727.218750 Penalty: 814.025269
	Iteration 25Q: 3 clusters Score -454727.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -454762.375000 Penalty: 814.025269
	Iteration 26Q: 3 clusters Score -454762.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -454797.343750 Penalty: 814.025269
	Iteration 27Q: 3 clusters Score -454797.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -454837.593750 Penalty: 814.025269
	Iteration 28Q: 3 clusters Score -454837.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -454879.718750 Penalty: 814.025269
	Iteration 29Q: 3 clusters Score -454879.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -454923.281250 Penalty: 814.025269
	Iteration 30Q: 3 clusters Score -454923.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -454961.843750 Penalty: 814.025269
	Iteration 31Q: 3 clusters Score -454961.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -454983.781250 Penalty: 814.025269
	Iteration 32Q: 3 clusters Score -454983.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -454996.218750 Penalty: 814.025269
	Iteration 33Q: 3 clusters Score -454996.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -455007.531250 Penalty: 814.025269
	Iteration 34Q: 3 clusters Score -455007.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -455015.468750 Penalty: 814.025269
	Iteration 35Q: 3 clusters Score -455015.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -455020.750000 Penalty: 814.025269
	Iteration 36Q: 3 clusters Score -455020.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -455027.281250 Penalty: 814.025269
	Iteration 37Q: 3 clusters Score -455027.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -455032.781250 Penalty: 814.025269
	Iteration 38Q: 3 clusters Score -455032.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -455040.031250 Penalty: 814.025269
	Iteration 39Q: 3 clusters Score -455040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -455045.500000 Penalty: 814.025269
	Iteration 40F: 3 clusters Score -455045.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -455050.000000 Penalty: 814.025269
	Iteration 41Q: 3 clusters Score -455050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -455052.343750 Penalty: 814.025269
	Iteration 42Q: 3 clusters Score -455052.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -455054.406250 Penalty: 814.025269
	Iteration 43Q: 3 clusters Score -455054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -455055.437500 Penalty: 814.025269
	Iteration 44Q: 3 clusters Score -455055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -455055.843750 Penalty: 814.025269
	Iteration 45Q: 3 clusters Score -455055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -455055.906250 Penalty: 814.025269
	Iteration 46Q: 3 clusters Score -455055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -455055.843750 Penalty: 814.025269
	Iteration 47Q: 3 clusters Score -455055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -455055.843750 Penalty: 814.025269
	Iteration 48F: 3 clusters Score -455055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Entering Unmasked Estep 
Score: -2076022.875000 Penalty: 471.762909
	Iteration 0F: 2 clusters Score -2076023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2054900.000000 Penalty: 943.525818
	Iteration 0F: 3 clusters Score -2054900 nChanged 15306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2064391.000000 Penalty: 943.525818
	Iteration 1F: 3 clusters Score -2064391 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2065310.500000 Penalty: 943.525818
	Iteration 2F: 3 clusters Score -2065310 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2066526.625000 Penalty: 943.525818
	Iteration 3F: 3 clusters Score -2066527 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2068055.500000 Penalty: 943.525818
	Iteration 4F: 3 clusters Score -2068056 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2069708.625000 Penalty: 943.525818
	Iteration 5F: 3 clusters Score -2069709 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2071309.500000 Penalty: 943.525818
	Iteration 6F: 3 clusters Score -2071310 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2072779.500000 Penalty: 943.525818
	Iteration 7F: 3 clusters Score -2072780 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2073972.750000 Penalty: 943.525818
	Iteration 8Q: 3 clusters Score -2073973 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2074748.750000 Penalty: 943.525818
	Iteration 9Q: 3 clusters Score -2074749 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2075212.875000 Penalty: 943.525818
	Iteration 10Q: 3 clusters Score -2075213 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2075433.000000 Penalty: 943.525818
	Iteration 11Q: 3 clusters Score -2075433 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2075555.375000 Penalty: 943.525818
	Iteration 12Q: 3 clusters Score -2075555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2075606.625000 Penalty: 943.525818
	Iteration 13Q: 3 clusters Score -2075607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2075630.125000 Penalty: 943.525818
	Iteration 14Q: 3 clusters Score -2075630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2075634.000000 Penalty: 943.525818
	Iteration 15Q: 3 clusters Score -2075634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2075645.875000 Penalty: 943.525818
	Iteration 16Q: 3 clusters Score -2075646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2075658.750000 Penalty: 943.525818
	Iteration 17Q: 3 clusters Score -2075659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2075666.250000 Penalty: 943.525818
	Iteration 18Q: 3 clusters Score -2075666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2075672.625000 Penalty: 943.525818
	Iteration 19Q: 3 clusters Score -2075673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2075683.750000 Penalty: 943.525818
	Iteration 20F: 3 clusters Score -2075684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2075686.000000 Penalty: 943.525818
	Iteration 21Q: 3 clusters Score -2075686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2075689.750000 Penalty: 943.525818
	Iteration 22Q: 3 clusters Score -2075690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2075693.750000 Penalty: 943.525818
	Iteration 23Q: 3 clusters Score -2075694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2075696.750000 Penalty: 943.525818
	Iteration 24Q: 3 clusters Score -2075697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2075695.625000 Penalty: 943.525818
	Iteration 25Q: 3 clusters Score -2075696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2075697.750000 Penalty: 943.525818
	Iteration 26Q: 3 clusters Score -2075698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2075699.375000 Penalty: 943.525818
	Iteration 27Q: 3 clusters Score -2075699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2075700.625000 Penalty: 943.525818
	Iteration 28Q: 3 clusters Score -2075701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2075701.500000 Penalty: 943.525818
	Iteration 29Q: 3 clusters Score -2075702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2075701.250000 Penalty: 943.525818
	Iteration 30Q: 3 clusters Score -2075701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2075701.125000 Penalty: 943.525818
	Iteration 31Q: 3 clusters Score -2075701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2075701.125000 Penalty: 943.525818
	Iteration 32F: 3 clusters Score -2075701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -755693.500000 Penalty: 426.268555
	Iteration 0F: 2 clusters Score -755693.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -747862.187500 Penalty: 852.537109
	Iteration 0F: 3 clusters Score -747862.2 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -751264.000000 Penalty: 852.537109
	Iteration 1F: 3 clusters Score -751264 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -751912.812500 Penalty: 852.537109
	Iteration 2F: 3 clusters Score -751912.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -752700.062500 Penalty: 852.537109
	Iteration 3F: 3 clusters Score -752700.1 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -753391.625000 Penalty: 852.537109
	Iteration 4F: 3 clusters Score -753391.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -753900.562500 Penalty: 852.537109
	Iteration 5F: 3 clusters Score -753900.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -754225.312500 Penalty: 852.537109
	Iteration 6F: 3 clusters Score -754225.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -754441.312500 Penalty: 852.537109
	Iteration 7Q: 3 clusters Score -754441.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -754608.187500 Penalty: 852.537109
	Iteration 8Q: 3 clusters Score -754608.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -754737.750000 Penalty: 852.537109
	Iteration 9Q: 3 clusters Score -754737.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -754842.062500 Penalty: 852.537109
	Iteration 10Q: 3 clusters Score -754842.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -754926.375000 Penalty: 852.537109
	Iteration 11Q: 3 clusters Score -754926.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -755014.375000 Penalty: 852.537109
	Iteration 12Q: 3 clusters Score -755014.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -755098.062500 Penalty: 852.537109
	Iteration 13Q: 3 clusters Score -755098.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -755171.750000 Penalty: 852.537109
	Iteration 14Q: 3 clusters Score -755171.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -755259.250000 Penalty: 852.537109
	Iteration 15Q: 3 clusters Score -755259.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -755332.937500 Penalty: 852.537109
	Iteration 16Q: 3 clusters Score -755332.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -755411.500000 Penalty: 852.537109
	Iteration 17Q: 3 clusters Score -755411.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -755477.062500 Penalty: 852.537109
	Iteration 18Q: 3 clusters Score -755477.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -755533.000000 Penalty: 852.537109
	Iteration 19Q: 3 clusters Score -755533 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -755581.875000 Penalty: 852.537109
	Iteration 20F: 3 clusters Score -755581.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -755617.500000 Penalty: 852.537109
	Iteration 21Q: 3 clusters Score -755617.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -755655.437500 Penalty: 852.537109
	Iteration 22Q: 3 clusters Score -755655.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -755680.125000 Penalty: 852.537109
	Iteration 23Q: 3 clusters Score -755680.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -755701.187500 Penalty: 852.537109
	Iteration 24Q: 3 clusters Score -755701.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -755714.187500 Penalty: 852.537109
	Iteration 25Q: 3 clusters Score -755714.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -755733.812500 Penalty: 852.537109
	Iteration 26Q: 3 clusters Score -755733.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -755764.625000 Penalty: 852.537109
	Iteration 27Q: 3 clusters Score -755764.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -755818.687500 Penalty: 852.537109
	Iteration 28Q: 3 clusters Score -755818.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -755861.375000 Penalty: 852.537109
	Iteration 29Q: 3 clusters Score -755861.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -755908.375000 Penalty: 852.537109
	Iteration 30Q: 3 clusters Score -755908.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -755955.312500 Penalty: 852.537109
	Iteration 31Q: 3 clusters Score -755955.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -756038.625000 Penalty: 852.537109
	Iteration 32Q: 3 clusters Score -756038.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -756147.187500 Penalty: 852.537109
	Iteration 33Q: 3 clusters Score -756147.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -756212.875000 Penalty: 852.537109
	Iteration 34Q: 3 clusters Score -756212.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -756233.812500 Penalty: 852.537109
	Iteration 35Q: 3 clusters Score -756233.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -756238.812500 Penalty: 852.537109
	Iteration 36Q: 3 clusters Score -756238.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -756240.125000 Penalty: 852.537109
	Iteration 37Q: 3 clusters Score -756240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -756241.562500 Penalty: 852.537109
	Iteration 38Q: 3 clusters Score -756241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -756241.687500 Penalty: 852.537109
	Iteration 39Q: 3 clusters Score -756241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -756255.000000 Penalty: 852.537109
	Iteration 40F: 3 clusters Score -756255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -756259.000000 Penalty: 852.537109
	Iteration 41Q: 3 clusters Score -756259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -756263.000000 Penalty: 852.537109
	Iteration 42Q: 3 clusters Score -756263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -756264.562500 Penalty: 852.537109
	Iteration 43Q: 3 clusters Score -756264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -756265.812500 Penalty: 852.537109
	Iteration 44Q: 3 clusters Score -756265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -756264.812500 Penalty: 852.537109
	Iteration 45Q: 3 clusters Score -756264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -756264.812500 Penalty: 852.537109
	Iteration 46F: 3 clusters Score -756264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 91353 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76733 members 
Mstep: Class 6 contains 43751 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 13604 members 
Mstep: Class 11 contains 72505 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 80036 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 57206 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 31838 members 
Mstep: Class 23 contains 11068 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 12933 members 
Mstep: Class 26 contains 2381 members 
Mstep: Class 27 contains 646 members 
Entering Unmasked Estep 
Score: -42207212.000000 Penalty: 16528.429688
Splitting cluster 23 changes total score from -42203624.000000 to -42207212.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 91353 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76733 members 
Mstep: Class 6 contains 43751 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 13604 members 
Mstep: Class 11 contains 72505 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 80036 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 57206 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 31838 members 
Mstep: Class 23 contains 11068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210100.000000 Penalty: 16528.429688
Iteration 79Q: 28 clusters Score -4.22101e+07 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 91014 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74022 members 
Mstep: Class 6 contains 43729 members 
Mstep: Class 7 contains 49002 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 13775 members 
Mstep: Class 11 contains 76538 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6339 members 
Mstep: Class 14 contains 79751 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 78960 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 12084 members 
Mstep: Class 20 contains 56968 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 31897 members 
Mstep: Class 23 contains 10929 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 12573 members 
Mstep: Class 26 contains 2326 members 
Mstep: Class 27 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215788.000000 Penalty: 16528.429688
Iteration 80F: 28 clusters Score -4.221579e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 90473 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 72845 members 
Mstep: Class 6 contains 43675 members 
Mstep: Class 7 contains 49000 members 
Mstep: Class 8 contains 2141 members 
Mstep: Class 9 contains 4686 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 78328 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 79845 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 78488 members 
Mstep: Class 17 contains 15577 members 
Mstep: Class 18 contains 1587 members 
Mstep: Class 19 contains 12257 members 
Mstep: Class 20 contains 56691 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 31863 members 
Mstep: Class 23 contains 10780 members 
Mstep: Class 24 contains 1063 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 2731 members 
Mstep: Class 27 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218960.000000 Penalty: 16528.429688
Iteration 81Q: 28 clusters Score -4.221896e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 90011 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 72382 members 
Mstep: Class 6 contains 43641 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 14052 members 
Mstep: Class 11 contains 79211 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 118 members 
Mstep: Class 16 contains 78124 members 
Mstep: Class 17 contains 15541 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 12455 members 
Mstep: Class 20 contains 56521 members 
Mstep: Class 21 contains 7888 members 
Mstep: Class 22 contains 31831 members 
Mstep: Class 23 contains 10624 members 
Mstep: Class 24 contains 1148 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220560.000000 Penalty: 16528.429688
Iteration 82Q: 28 clusters Score -4.222056e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 89671 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 72310 members 
Mstep: Class 6 contains 43605 members 
Mstep: Class 7 contains 49031 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 79701 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 79827 members 
Mstep: Class 15 contains 118 members 
Mstep: Class 16 contains 77769 members 
Mstep: Class 17 contains 15481 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 12660 members 
Mstep: Class 20 contains 56432 members 
Mstep: Class 21 contains 7904 members 
Mstep: Class 22 contains 31806 members 
Mstep: Class 23 contains 10486 members 
Mstep: Class 24 contains 1228 members 
Mstep: Class 25 contains 12423 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221644.000000 Penalty: 16528.429688
Iteration 83Q: 28 clusters Score -4.222164e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 89477 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 72462 members 
Mstep: Class 6 contains 43566 members 
Mstep: Class 7 contains 48977 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 4678 members 
Mstep: Class 10 contains 14391 members 
Mstep: Class 11 contains 80008 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5536 members 
Mstep: Class 14 contains 79663 members 
Mstep: Class 15 contains 118 members 
Mstep: Class 16 contains 77392 members 
Mstep: Class 17 contains 15444 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 12889 members 
Mstep: Class 20 contains 56413 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 31795 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 1295 members 
Mstep: Class 25 contains 12319 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222376.000000 Penalty: 16528.429688
Iteration 84Q: 28 clusters Score -4.222238e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 89332 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 72760 members 
Mstep: Class 6 contains 43512 members 
Mstep: Class 7 contains 49013 members 
Mstep: Class 8 contains 2058 members 
Mstep: Class 9 contains 4685 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 80194 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5438 members 
Mstep: Class 14 contains 79413 members 
Mstep: Class 15 contains 117 members 
Mstep: Class 16 contains 76970 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 1584 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 56436 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 10153 members 
Mstep: Class 24 contains 1354 members 
Mstep: Class 25 contains 12187 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223108.000000 Penalty: 16528.429688
Iteration 85Q: 28 clusters Score -4.222311e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 89230 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 73210 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 48984 members 
Mstep: Class 8 contains 2026 members 
Mstep: Class 9 contains 4670 members 
Mstep: Class 10 contains 14651 members 
Mstep: Class 11 contains 80252 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 79282 members 
Mstep: Class 15 contains 117 members 
Mstep: Class 16 contains 76427 members 
Mstep: Class 17 contains 15348 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 13359 members 
Mstep: Class 20 contains 56505 members 
Mstep: Class 21 contains 7967 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 12092 members 
Mstep: Class 26 contains 3774 members 
Mstep: Class 27 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223548.000000 Penalty: 16528.429688
Iteration 86Q: 28 clusters Score -4.222355e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 89132 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 73711 members 
Mstep: Class 6 contains 43454 members 
Mstep: Class 7 contains 48957 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 80311 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5269 members 
Mstep: Class 14 contains 79170 members 
Mstep: Class 15 contains 117 members 
Mstep: Class 16 contains 75781 members 
Mstep: Class 17 contains 15294 members 
Mstep: Class 18 contains 1585 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 56581 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 31732 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 12024 members 
Mstep: Class 26 contains 3856 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223992.000000 Penalty: 16528.429688
Iteration 87Q: 28 clusters Score -4.222399e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 89009 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74199 members 
Mstep: Class 6 contains 43431 members 
Mstep: Class 7 contains 48849 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 80506 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5193 members 
Mstep: Class 14 contains 79070 members 
Mstep: Class 15 contains 117 members 
Mstep: Class 16 contains 75053 members 
Mstep: Class 17 contains 15233 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 13869 members 
Mstep: Class 20 contains 56677 members 
Mstep: Class 21 contains 8024 members 
Mstep: Class 22 contains 31709 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 1579 members 
Mstep: Class 25 contains 11947 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224308.000000 Penalty: 16528.429688
Iteration 88Q: 28 clusters Score -4.222431e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 88916 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74655 members 
Mstep: Class 6 contains 43404 members 
Mstep: Class 7 contains 48664 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 80814 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 78976 members 
Mstep: Class 15 contains 117 members 
Mstep: Class 16 contains 74342 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 14169 members 
Mstep: Class 20 contains 56763 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 11864 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224456.000000 Penalty: 16528.429688
Iteration 89Q: 28 clusters Score -4.222446e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 88855 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75051 members 
Mstep: Class 6 contains 43389 members 
Mstep: Class 7 contains 48424 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 81203 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5074 members 
Mstep: Class 14 contains 78917 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 73650 members 
Mstep: Class 17 contains 15106 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 56830 members 
Mstep: Class 21 contains 8079 members 
Mstep: Class 22 contains 31653 members 
Mstep: Class 23 contains 9448 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 11765 members 
Mstep: Class 26 contains 4056 members 
Mstep: Class 27 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224464.000000 Penalty: 16528.429688
Iteration 90Q: 28 clusters Score -4.222446e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 88838 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75397 members 
Mstep: Class 6 contains 43379 members 
Mstep: Class 7 contains 48167 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 15090 members 
Mstep: Class 11 contains 81604 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 78889 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 73013 members 
Mstep: Class 17 contains 15048 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 56899 members 
Mstep: Class 21 contains 8105 members 
Mstep: Class 22 contains 31633 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224288.000000 Penalty: 16528.429688
Iteration 91Q: 28 clusters Score -4.222429e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 88833 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75756 members 
Mstep: Class 6 contains 43366 members 
Mstep: Class 7 contains 47871 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 15101 members 
Mstep: Class 11 contains 81925 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 78897 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 72445 members 
Mstep: Class 17 contains 14988 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 14987 members 
Mstep: Class 20 contains 56958 members 
Mstep: Class 21 contains 8122 members 
Mstep: Class 22 contains 31613 members 
Mstep: Class 23 contains 9222 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 11599 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224196.000000 Penalty: 16528.429688
Iteration 92Q: 28 clusters Score -4.22242e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 88806 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75994 members 
Mstep: Class 6 contains 43354 members 
Mstep: Class 7 contains 47517 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 82406 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4903 members 
Mstep: Class 14 contains 78944 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 71873 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 20 contains 57000 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 31580 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 4199 members 
Mstep: Class 27 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223288.000000 Penalty: 16528.429688
Iteration 93Q: 28 clusters Score -4.222329e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 88824 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76063 members 
Mstep: Class 6 contains 43348 members 
Mstep: Class 7 contains 47168 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 4667 members 
Mstep: Class 10 contains 15150 members 
Mstep: Class 11 contains 82896 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 79019 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 71403 members 
Mstep: Class 17 contains 14889 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 15532 members 
Mstep: Class 20 contains 57035 members 
Mstep: Class 21 contains 8160 members 
Mstep: Class 22 contains 31548 members 
Mstep: Class 23 contains 9020 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 11408 members 
Mstep: Class 26 contains 4234 members 
Mstep: Class 27 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223072.000000 Penalty: 16528.429688
Iteration 94Q: 28 clusters Score -4.222307e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 88861 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76075 members 
Mstep: Class 6 contains 43341 members 
Mstep: Class 7 contains 46792 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 83324 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 79193 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 70906 members 
Mstep: Class 17 contains 14865 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 15779 members 
Mstep: Class 20 contains 57079 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 31526 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 11299 members 
Mstep: Class 26 contains 4261 members 
Mstep: Class 27 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222544.000000 Penalty: 16528.429688
Iteration 95Q: 28 clusters Score -4.222254e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 88906 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 76004 members 
Mstep: Class 6 contains 43332 members 
Mstep: Class 7 contains 46450 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 83656 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4838 members 
Mstep: Class 14 contains 79448 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 70420 members 
Mstep: Class 17 contains 14849 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 16027 members 
Mstep: Class 20 contains 57142 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 11182 members 
Mstep: Class 26 contains 4277 members 
Mstep: Class 27 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222080.000000 Penalty: 16528.429688
Iteration 96Q: 28 clusters Score -4.222208e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 88958 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75870 members 
Mstep: Class 6 contains 43322 members 
Mstep: Class 7 contains 46131 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 83912 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4835 members 
Mstep: Class 14 contains 79721 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 69990 members 
Mstep: Class 17 contains 14818 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 57210 members 
Mstep: Class 21 contains 8205 members 
Mstep: Class 22 contains 31487 members 
Mstep: Class 23 contains 8762 members 
Mstep: Class 24 contains 1913 members 
Mstep: Class 25 contains 11094 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221732.000000 Penalty: 16528.429688
Iteration 97Q: 28 clusters Score -4.222173e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 89013 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75774 members 
Mstep: Class 6 contains 43333 members 
Mstep: Class 7 contains 45863 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 9 contains 4730 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 84091 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4828 members 
Mstep: Class 14 contains 79926 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 69636 members 
Mstep: Class 17 contains 14799 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 16501 members 
Mstep: Class 20 contains 57271 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 31475 members 
Mstep: Class 23 contains 8686 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 10991 members 
Mstep: Class 26 contains 4314 members 
Mstep: Class 27 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221280.000000 Penalty: 16528.429688
Iteration 98Q: 28 clusters Score -4.222128e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 89063 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75613 members 
Mstep: Class 6 contains 43353 members 
Mstep: Class 7 contains 45618 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 84245 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4810 members 
Mstep: Class 14 contains 80096 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 69348 members 
Mstep: Class 17 contains 14805 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 16720 members 
Mstep: Class 20 contains 57337 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 31474 members 
Mstep: Class 23 contains 8606 members 
Mstep: Class 24 contains 1962 members 
Mstep: Class 25 contains 10886 members 
Mstep: Class 26 contains 4331 members 
Mstep: Class 27 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220980.000000 Penalty: 16528.429688
Iteration 99Q: 28 clusters Score -4.222098e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 89087 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75462 members 
Mstep: Class 6 contains 43363 members 
Mstep: Class 7 contains 45406 members 
Mstep: Class 8 contains 1805 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 84383 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 80247 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 69129 members 
Mstep: Class 17 contains 14826 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 16911 members 
Mstep: Class 20 contains 57412 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 31474 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 10783 members 
Mstep: Class 26 contains 4350 members 
Mstep: Class 27 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220892.000000 Penalty: 16528.429688
Iteration 100F: 28 clusters Score -4.222089e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 89092 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75313 members 
Mstep: Class 6 contains 43391 members 
Mstep: Class 7 contains 45198 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4783 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 84454 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4804 members 
Mstep: Class 14 contains 80346 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68959 members 
Mstep: Class 17 contains 14832 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 17098 members 
Mstep: Class 20 contains 57434 members 
Mstep: Class 21 contains 8194 members 
Mstep: Class 22 contains 31466 members 
Mstep: Class 23 contains 8471 members 
Mstep: Class 24 contains 2043 members 
Mstep: Class 25 contains 10690 members 
Mstep: Class 26 contains 4429 members 
Mstep: Class 27 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220800.000000 Penalty: 16528.429688
Iteration 101Q: 28 clusters Score -4.22208e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 89122 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75167 members 
Mstep: Class 6 contains 43416 members 
Mstep: Class 7 contains 44979 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 84496 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 80448 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68798 members 
Mstep: Class 17 contains 14817 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 17301 members 
Mstep: Class 20 contains 57441 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 31469 members 
Mstep: Class 23 contains 8423 members 
Mstep: Class 24 contains 2106 members 
Mstep: Class 25 contains 10604 members 
Mstep: Class 26 contains 4498 members 
Mstep: Class 27 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220788.000000 Penalty: 16528.429688
Iteration 102Q: 28 clusters Score -4.222079e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 89126 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 75065 members 
Mstep: Class 6 contains 43464 members 
Mstep: Class 7 contains 44785 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 84526 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4832 members 
Mstep: Class 14 contains 80541 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68669 members 
Mstep: Class 17 contains 14805 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 17467 members 
Mstep: Class 20 contains 57448 members 
Mstep: Class 21 contains 8171 members 
Mstep: Class 22 contains 31462 members 
Mstep: Class 23 contains 8377 members 
Mstep: Class 24 contains 2173 members 
Mstep: Class 25 contains 10511 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220936.000000 Penalty: 16528.429688
Iteration 103Q: 28 clusters Score -4.222094e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 89122 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74992 members 
Mstep: Class 6 contains 43507 members 
Mstep: Class 7 contains 44604 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 84520 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 80604 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68580 members 
Mstep: Class 17 contains 14804 members 
Mstep: Class 18 contains 1589 members 
Mstep: Class 19 contains 17625 members 
Mstep: Class 20 contains 57460 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 31468 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 10408 members 
Mstep: Class 26 contains 4599 members 
Mstep: Class 27 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220792.000000 Penalty: 16528.429688
Iteration 104Q: 28 clusters Score -4.222079e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 89100 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74915 members 
Mstep: Class 6 contains 43540 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 84572 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 80663 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68509 members 
Mstep: Class 17 contains 14793 members 
Mstep: Class 18 contains 1587 members 
Mstep: Class 19 contains 17787 members 
Mstep: Class 20 contains 57484 members 
Mstep: Class 21 contains 8203 members 
Mstep: Class 22 contains 31468 members 
Mstep: Class 23 contains 8287 members 
Mstep: Class 24 contains 2271 members 
Mstep: Class 25 contains 10309 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220992.000000 Penalty: 16528.429688
Iteration 105Q: 28 clusters Score -4.222099e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 89063 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74830 members 
Mstep: Class 6 contains 43578 members 
Mstep: Class 7 contains 44228 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 84593 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 80758 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68452 members 
Mstep: Class 17 contains 14785 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 17923 members 
Mstep: Class 20 contains 57503 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 31475 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 10229 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220812.000000 Penalty: 16528.429688
Iteration 106Q: 28 clusters Score -4.222081e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 89024 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74770 members 
Mstep: Class 6 contains 43613 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 1696 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 84546 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4860 members 
Mstep: Class 14 contains 80817 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68433 members 
Mstep: Class 17 contains 14808 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 18067 members 
Mstep: Class 20 contains 57522 members 
Mstep: Class 21 contains 8220 members 
Mstep: Class 22 contains 31479 members 
Mstep: Class 23 contains 8199 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 10159 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220796.000000 Penalty: 16528.429688
Iteration 107Q: 28 clusters Score -4.22208e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 88983 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74737 members 
Mstep: Class 6 contains 43640 members 
Mstep: Class 7 contains 43911 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 15435 members 
Mstep: Class 11 contains 84499 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 80867 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 14809 members 
Mstep: Class 18 contains 1575 members 
Mstep: Class 19 contains 18212 members 
Mstep: Class 20 contains 57552 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 31486 members 
Mstep: Class 23 contains 8145 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 10105 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 1778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220816.000000 Penalty: 16528.429688
Iteration 108Q: 28 clusters Score -4.222082e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 88918 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74683 members 
Mstep: Class 6 contains 43681 members 
Mstep: Class 7 contains 43762 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 15425 members 
Mstep: Class 11 contains 84475 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 80888 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 68433 members 
Mstep: Class 17 contains 14845 members 
Mstep: Class 18 contains 1562 members 
Mstep: Class 19 contains 18358 members 
Mstep: Class 20 contains 57585 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 31481 members 
Mstep: Class 23 contains 8095 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 10044 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220920.000000 Penalty: 16528.429688
Iteration 109Q: 28 clusters Score -4.222092e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 88912 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74570 members 
Mstep: Class 6 contains 43718 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 84454 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4889 members 
Mstep: Class 14 contains 80905 members 
Mstep: Class 15 contains 115 members 
Mstep: Class 16 contains 68406 members 
Mstep: Class 17 contains 14874 members 
Mstep: Class 18 contains 1560 members 
Mstep: Class 19 contains 18516 members 
Mstep: Class 20 contains 57612 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 31460 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 9989 members 
Mstep: Class 26 contains 4859 members 
Mstep: Class 27 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220940.000000 Penalty: 16528.429688
Iteration 110Q: 28 clusters Score -4.222094e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 88895 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74501 members 
Mstep: Class 6 contains 43747 members 
Mstep: Class 7 contains 43535 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 4866 members 
Mstep: Class 10 contains 15452 members 
Mstep: Class 11 contains 84428 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 80866 members 
Mstep: Class 15 contains 115 members 
Mstep: Class 16 contains 68405 members 
Mstep: Class 17 contains 14890 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 18672 members 
Mstep: Class 20 contains 57648 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 31447 members 
Mstep: Class 23 contains 7991 members 
Mstep: Class 24 contains 2417 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221260.000000 Penalty: 16528.429688
Iteration 111Q: 28 clusters Score -4.222126e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 88891 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74477 members 
Mstep: Class 6 contains 43786 members 
Mstep: Class 7 contains 43374 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 84396 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 80795 members 
Mstep: Class 15 contains 115 members 
Mstep: Class 16 contains 68421 members 
Mstep: Class 17 contains 14912 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 57677 members 
Mstep: Class 21 contains 8250 members 
Mstep: Class 22 contains 31441 members 
Mstep: Class 23 contains 7932 members 
Mstep: Class 24 contains 2432 members 
Mstep: Class 25 contains 9901 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221312.000000 Penalty: 16528.429688
Iteration 112Q: 28 clusters Score -4.222131e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 88903 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74467 members 
Mstep: Class 6 contains 43833 members 
Mstep: Class 7 contains 43185 members 
Mstep: Class 8 contains 1637 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 15510 members 
Mstep: Class 11 contains 84362 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 80747 members 
Mstep: Class 15 contains 115 members 
Mstep: Class 16 contains 68416 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 18993 members 
Mstep: Class 20 contains 57704 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 31422 members 
Mstep: Class 23 contains 7872 members 
Mstep: Class 24 contains 2443 members 
Mstep: Class 25 contains 9875 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221372.000000 Penalty: 16528.429688
Iteration 113Q: 28 clusters Score -4.222137e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 88913 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 74418 members 
Mstep: Class 6 contains 43901 members 
Mstep: Class 7 contains 42988 members 
Mstep: Class 8 contains 1633 members 
Mstep: Class 9 contains 4839 members 
Mstep: Class 10 contains 15546 members 
Mstep: Class 11 contains 84375 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 80732 members 
Mstep: Class 15 contains 115 members 
Mstep: Class 16 contains 68375 members 
Mstep: Class 17 contains 14964 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 19146 members 
Mstep: Class 20 contains 57743 members 
Mstep: Class 21 contains 8248 members 
Mstep: Class 22 contains 31403 members 
Mstep: Class 23 contains 7809 members 
Mstep: Class 24 contains 2441 members 
Mstep: Class 25 contains 9849 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221552.000000 Penalty: 16528.429688
Iteration 114Q: 28 clusters Score -4.222155e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 88909 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 74391 members 
Mstep: Class 6 contains 43960 members 
Mstep: Class 7 contains 42770 members 
Mstep: Class 8 contains 1627 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 84367 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 80733 members 
Mstep: Class 15 contains 115 members 
Mstep: Class 16 contains 68324 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 19310 members 
Mstep: Class 20 contains 57774 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 31381 members 
Mstep: Class 23 contains 7755 members 
Mstep: Class 24 contains 2439 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221400.000000 Penalty: 16528.429688
Iteration 115Q: 28 clusters Score -4.22214e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 88879 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 74340 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 42558 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 15614 members 
Mstep: Class 11 contains 84394 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 80742 members 
Mstep: Class 15 contains 114 members 
Mstep: Class 16 contains 68267 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 19471 members 
Mstep: Class 20 contains 57818 members 
Mstep: Class 21 contains 8317 members 
Mstep: Class 22 contains 31355 members 
Mstep: Class 23 contains 7700 members 
Mstep: Class 24 contains 2440 members 
Mstep: Class 25 contains 9812 members 
Mstep: Class 26 contains 4991 members 
Mstep: Class 27 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221384.000000 Penalty: 16528.429688
Iteration 116Q: 28 clusters Score -4.222138e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 88851 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 74298 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 42333 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 15648 members 
Mstep: Class 11 contains 84399 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 80769 members 
Mstep: Class 15 contains 114 members 
Mstep: Class 16 contains 68205 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 57863 members 
Mstep: Class 21 contains 8358 members 
Mstep: Class 22 contains 31322 members 
Mstep: Class 23 contains 7651 members 
Mstep: Class 24 contains 2448 members 
Mstep: Class 25 contains 9795 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221356.000000 Penalty: 16528.429688
Iteration 117Q: 28 clusters Score -4.222136e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 88823 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 74272 members 
Mstep: Class 6 contains 44145 members 
Mstep: Class 7 contains 42108 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 15686 members 
Mstep: Class 11 contains 84405 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 80763 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 68180 members 
Mstep: Class 17 contains 15075 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 19815 members 
Mstep: Class 20 contains 57899 members 
Mstep: Class 21 contains 8387 members 
Mstep: Class 22 contains 31292 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 2442 members 
Mstep: Class 25 contains 9774 members 
Mstep: Class 26 contains 5017 members 
Mstep: Class 27 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221252.000000 Penalty: 16528.429688
Iteration 118Q: 28 clusters Score -4.222125e+07 nChanged 1711
Entering ConstructFrom: 
Score: -42221252.000000 Penalty: 16528.429688
Entering ConstructFrom: 
Trying to split cluster 1 (20926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Entering Unmasked Estep 
Score: -1357156.500000 Penalty: 452.668030
	Iteration 0F: 2 clusters Score -1357156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1343203.875000 Penalty: 905.336060
	Iteration 0F: 3 clusters Score -1343204 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1349762.125000 Penalty: 905.336060
	Iteration 1F: 3 clusters Score -1349762 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1350768.250000 Penalty: 905.336060
	Iteration 2F: 3 clusters Score -1350768 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1351842.125000 Penalty: 905.336060
	Iteration 3F: 3 clusters Score -1351842 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1352890.875000 Penalty: 905.336060
	Iteration 4F: 3 clusters Score -1352891 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1353852.500000 Penalty: 905.336060
	Iteration 5F: 3 clusters Score -1353852 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1354602.875000 Penalty: 905.336060
	Iteration 6Q: 3 clusters Score -1354603 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1355122.125000 Penalty: 905.336060
	Iteration 7Q: 3 clusters Score -1355122 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1355444.500000 Penalty: 905.336060
	Iteration 8Q: 3 clusters Score -1355444 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1355657.500000 Penalty: 905.336060
	Iteration 9Q: 3 clusters Score -1355658 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1355824.500000 Penalty: 905.336060
	Iteration 10Q: 3 clusters Score -1355824 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1355956.000000 Penalty: 905.336060
	Iteration 11Q: 3 clusters Score -1355956 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1356069.500000 Penalty: 905.336060
	Iteration 12Q: 3 clusters Score -1356070 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1356183.750000 Penalty: 905.336060
	Iteration 13Q: 3 clusters Score -1356184 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1356268.000000 Penalty: 905.336060
	Iteration 14Q: 3 clusters Score -1356268 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1356343.250000 Penalty: 905.336060
	Iteration 15Q: 3 clusters Score -1356343 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1356422.000000 Penalty: 905.336060
	Iteration 16Q: 3 clusters Score -1356422 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1356503.750000 Penalty: 905.336060
	Iteration 17Q: 3 clusters Score -1356504 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1356589.750000 Penalty: 905.336060
	Iteration 18Q: 3 clusters Score -1356590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1356668.125000 Penalty: 905.336060
	Iteration 19Q: 3 clusters Score -1356668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1356735.875000 Penalty: 905.336060
	Iteration 20F: 3 clusters Score -1356736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1356797.125000 Penalty: 905.336060
	Iteration 21Q: 3 clusters Score -1356797 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1356851.625000 Penalty: 905.336060
	Iteration 22Q: 3 clusters Score -1356852 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1356919.250000 Penalty: 905.336060
	Iteration 23Q: 3 clusters Score -1356919 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1356967.375000 Penalty: 905.336060
	Iteration 24Q: 3 clusters Score -1356967 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1357003.000000 Penalty: 905.336060
	Iteration 25Q: 3 clusters Score -1357003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1357031.500000 Penalty: 905.336060
	Iteration 26Q: 3 clusters Score -1357032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1357056.625000 Penalty: 905.336060
	Iteration 27Q: 3 clusters Score -1357057 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1357073.875000 Penalty: 905.336060
	Iteration 28Q: 3 clusters Score -1357074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1357079.875000 Penalty: 905.336060
	Iteration 29Q: 3 clusters Score -1357080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1357099.000000 Penalty: 905.336060
	Iteration 30Q: 3 clusters Score -1357099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1357119.000000 Penalty: 905.336060
	Iteration 31Q: 3 clusters Score -1357119 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1357139.875000 Penalty: 905.336060
	Iteration 32Q: 3 clusters Score -1357140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1357154.750000 Penalty: 905.336060
	Iteration 33Q: 3 clusters Score -1357155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1357167.000000 Penalty: 905.336060
	Iteration 34Q: 3 clusters Score -1357167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1357182.750000 Penalty: 905.336060
	Iteration 35Q: 3 clusters Score -1357183 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1357201.125000 Penalty: 905.336060
	Iteration 36Q: 3 clusters Score -1357201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -1357212.625000 Penalty: 905.336060
	Iteration 37Q: 3 clusters Score -1357213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1357230.500000 Penalty: 905.336060
	Iteration 38Q: 3 clusters Score -1357230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1357241.000000 Penalty: 905.336060
	Iteration 39Q: 3 clusters Score -1357241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1357262.750000 Penalty: 905.336060
	Iteration 40F: 3 clusters Score -1357263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1357268.500000 Penalty: 905.336060
	Iteration 41Q: 3 clusters Score -1357268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1357281.375000 Penalty: 905.336060
	Iteration 42Q: 3 clusters Score -1357281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1357291.375000 Penalty: 905.336060
	Iteration 43Q: 3 clusters Score -1357291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1357313.125000 Penalty: 905.336060
	Iteration 44Q: 3 clusters Score -1357313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1357332.250000 Penalty: 905.336060
	Iteration 45Q: 3 clusters Score -1357332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1357358.250000 Penalty: 905.336060
	Iteration 46Q: 3 clusters Score -1357358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -1357383.375000 Penalty: 905.336060
	Iteration 47Q: 3 clusters Score -1357383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1357398.750000 Penalty: 905.336060
	Iteration 48Q: 3 clusters Score -1357399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -1357404.750000 Penalty: 905.336060
	Iteration 49Q: 3 clusters Score -1357405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1357411.625000 Penalty: 905.336060
	Iteration 50Q: 3 clusters Score -1357412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1357412.000000 Penalty: 905.336060
	Iteration 51Q: 3 clusters Score -1357412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1357410.625000 Penalty: 905.336060
	Iteration 52Q: 3 clusters Score -1357411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1357413.125000 Penalty: 905.336060
	Iteration 53Q: 3 clusters Score -1357413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1357411.500000 Penalty: 905.336060
	Iteration 54Q: 3 clusters Score -1357412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1357413.875000 Penalty: 905.336060
	Iteration 55Q: 3 clusters Score -1357414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -1357416.375000 Penalty: 905.336060
	Iteration 56Q: 3 clusters Score -1357416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -1357424.875000 Penalty: 905.336060
	Iteration 57Q: 3 clusters Score -1357425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1357434.250000 Penalty: 905.336060
	Iteration 58Q: 3 clusters Score -1357434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -1357450.750000 Penalty: 905.336060
	Iteration 59Q: 3 clusters Score -1357451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1357471.375000 Penalty: 905.336060
	Iteration 60F: 3 clusters Score -1357471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1357491.625000 Penalty: 905.336060
	Iteration 61Q: 3 clusters Score -1357492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1357502.500000 Penalty: 905.336060
	Iteration 62Q: 3 clusters Score -1357502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -1357523.875000 Penalty: 905.336060
	Iteration 63Q: 3 clusters Score -1357524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1357535.000000 Penalty: 905.336060
	Iteration 64Q: 3 clusters Score -1357535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -1357540.500000 Penalty: 905.336060
	Iteration 65Q: 3 clusters Score -1357540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1357543.375000 Penalty: 905.336060
	Iteration 66Q: 3 clusters Score -1357543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1357542.125000 Penalty: 905.336060
	Iteration 67Q: 3 clusters Score -1357542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1357542.875000 Penalty: 905.336060
	Iteration 68Q: 3 clusters Score -1357543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1357544.375000 Penalty: 905.336060
	Iteration 69Q: 3 clusters Score -1357544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1357545.125000 Penalty: 905.336060
	Iteration 70Q: 3 clusters Score -1357545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1357547.125000 Penalty: 905.336060
	Iteration 71Q: 3 clusters Score -1357547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1357547.750000 Penalty: 905.336060
	Iteration 72Q: 3 clusters Score -1357548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1357548.250000 Penalty: 905.336060
	Iteration 73Q: 3 clusters Score -1357548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1357547.875000 Penalty: 905.336060
	Iteration 74Q: 3 clusters Score -1357548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1357546.625000 Penalty: 905.336060
	Iteration 75Q: 3 clusters Score -1357547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1357546.625000 Penalty: 905.336060
	Iteration 76F: 3 clusters Score -1357547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 88808 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 74250 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 84385 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 80766 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68165 members 
Mstep: Class 17 contains 15111 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 20003 members 
Mstep: Class 20 contains 57931 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 9744 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 20414 members 
Entering Unmasked Estep 
Score: -42221452.000000 Penalty: 17140.593750
Splitting cluster 1 changes total score from -42221252.000000 to -42221452.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -240137.906250 Penalty: 380.244598
	Iteration 0F: 2 clusters Score -240137.9 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 2072 members 
Entering Unmasked Estep 
Score: -237208.546875 Penalty: 760.489197
	Iteration 0F: 3 clusters Score -237208.5 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -238439.000000 Penalty: 760.489197
	Iteration 1F: 3 clusters Score -238439 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -238723.031250 Penalty: 760.489197
	Iteration 2F: 3 clusters Score -238723 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239014.140625 Penalty: 760.489197
	Iteration 3F: 3 clusters Score -239014.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239296.078125 Penalty: 760.489197
	Iteration 4F: 3 clusters Score -239296.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -239551.656250 Penalty: 760.489197
	Iteration 5F: 3 clusters Score -239551.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -239720.000000 Penalty: 760.489197
	Iteration 6Q: 3 clusters Score -239720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -239862.468750 Penalty: 760.489197
	Iteration 7Q: 3 clusters Score -239862.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -239954.109375 Penalty: 760.489197
	Iteration 8Q: 3 clusters Score -239954.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -240026.312500 Penalty: 760.489197
	Iteration 9Q: 3 clusters Score -240026.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -240078.843750 Penalty: 760.489197
	Iteration 10Q: 3 clusters Score -240078.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -240104.890625 Penalty: 760.489197
	Iteration 11Q: 3 clusters Score -240104.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -240121.718750 Penalty: 760.489197
	Iteration 12Q: 3 clusters Score -240121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -240129.218750 Penalty: 760.489197
	Iteration 13Q: 3 clusters Score -240129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -240134.062500 Penalty: 760.489197
	Iteration 14Q: 3 clusters Score -240134.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -240142.015625 Penalty: 760.489197
	Iteration 15Q: 3 clusters Score -240142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -240150.140625 Penalty: 760.489197
	Iteration 16Q: 3 clusters Score -240150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -240153.562500 Penalty: 760.489197
	Iteration 17Q: 3 clusters Score -240153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -240155.484375 Penalty: 760.489197
	Iteration 18Q: 3 clusters Score -240155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -240156.937500 Penalty: 760.489197
	Iteration 19Q: 3 clusters Score -240156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -240158.750000 Penalty: 760.489197
	Iteration 20F: 3 clusters Score -240158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -240159.531250 Penalty: 760.489197
	Iteration 21Q: 3 clusters Score -240159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -240160.312500 Penalty: 760.489197
	Iteration 22Q: 3 clusters Score -240160.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -240163.531250 Penalty: 760.489197
	Iteration 23Q: 3 clusters Score -240163.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -240165.687500 Penalty: 760.489197
	Iteration 24Q: 3 clusters Score -240165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -240166.484375 Penalty: 760.489197
	Iteration 25Q: 3 clusters Score -240166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -240166.500000 Penalty: 760.489197
	Iteration 26Q: 3 clusters Score -240166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -240166.468750 Penalty: 760.489197
	Iteration 27Q: 3 clusters Score -240166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -240166.218750 Penalty: 760.489197
	Iteration 28Q: 3 clusters Score -240166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -240166.984375 Penalty: 760.489197
	Iteration 29Q: 3 clusters Score -240167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -240166.984375 Penalty: 760.489197
	Iteration 30F: 3 clusters Score -240167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 88808 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 74250 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 84385 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 80766 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68165 members 
Mstep: Class 17 contains 15111 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 20003 members 
Mstep: Class 20 contains 57931 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 9744 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 20414 members 
Mstep: Class 29 contains 572 members 
Entering Unmasked Estep 
Score: -42221180.000000 Penalty: 17752.757812
Splitting cluster 2 changes total score from -42221252.000000 to -42221180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (88808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Entering Unmasked Estep 
Score: -5519481.500000 Penalty: 518.437561
	Iteration 0F: 2 clusters Score -5519482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -5468165.000000 Penalty: 1036.875122
	Iteration 0F: 3 clusters Score -5468165 nChanged 43497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -5494092.000000 Penalty: 1036.875122
	Iteration 1F: 3 clusters Score -5494092 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -5496161.000000 Penalty: 1036.875122
	Iteration 2F: 3 clusters Score -5496161 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -5499941.500000 Penalty: 1036.875122
	Iteration 3F: 3 clusters Score -5499942 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -5506632.500000 Penalty: 1036.875122
	Iteration 4F: 3 clusters Score -5506632 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -5515249.000000 Penalty: 1036.875122
	Iteration 5F: 3 clusters Score -5515249 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -5518373.000000 Penalty: 1036.875122
	Iteration 6F: 3 clusters Score -5518373 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -5518856.000000 Penalty: 1036.875122
	Iteration 7Q: 3 clusters Score -5518856 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -5518965.000000 Penalty: 1036.875122
	Iteration 8Q: 3 clusters Score -5518965 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -5518964.000000 Penalty: 1036.875122
	Iteration 9Q: 3 clusters Score -5518964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -5518998.000000 Penalty: 1036.875122
	Iteration 10Q: 3 clusters Score -5518998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -5519013.000000 Penalty: 1036.875122
	Iteration 11Q: 3 clusters Score -5519013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -5519008.000000 Penalty: 1036.875122
	Iteration 12Q: 3 clusters Score -5519008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -5519023.000000 Penalty: 1036.875122
	Iteration 13Q: 3 clusters Score -5519023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -5519045.000000 Penalty: 1036.875122
	Iteration 14Q: 3 clusters Score -5519045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -5519043.000000 Penalty: 1036.875122
	Iteration 15Q: 3 clusters Score -5519043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -5519045.500000 Penalty: 1036.875122
	Iteration 16Q: 3 clusters Score -5519046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -5519045.500000 Penalty: 1036.875122
	Iteration 17F: 3 clusters Score -5519046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -52992.234375 Penalty: 316.043640
	Iteration 0F: 2 clusters Score -52992.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -52155.593750 Penalty: 632.087280
	Iteration 0F: 3 clusters Score -52155.59 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -52421.437500 Penalty: 632.087280
	Iteration 1F: 3 clusters Score -52421.44 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -52530.351562 Penalty: 632.087280
	Iteration 2F: 3 clusters Score -52530.35 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -52642.988281 Penalty: 632.087280
	Iteration 3F: 3 clusters Score -52642.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -52735.800781 Penalty: 632.087280
	Iteration 4F: 3 clusters Score -52735.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -52812.429688 Penalty: 632.087280
	Iteration 5F: 3 clusters Score -52812.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -52865.945312 Penalty: 632.087280
	Iteration 6Q: 3 clusters Score -52865.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -52904.621094 Penalty: 632.087280
	Iteration 7Q: 3 clusters Score -52904.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -52923.875000 Penalty: 632.087280
	Iteration 8Q: 3 clusters Score -52923.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -52934.625000 Penalty: 632.087280
	Iteration 9Q: 3 clusters Score -52934.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -52943.820312 Penalty: 632.087280
	Iteration 10Q: 3 clusters Score -52943.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -52952.906250 Penalty: 632.087280
	Iteration 11Q: 3 clusters Score -52952.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -52956.949219 Penalty: 632.087280
	Iteration 12Q: 3 clusters Score -52956.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -52958.921875 Penalty: 632.087280
	Iteration 13Q: 3 clusters Score -52958.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -52959.722656 Penalty: 632.087280
	Iteration 14Q: 3 clusters Score -52959.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -52959.722656 Penalty: 632.087280
	Iteration 15F: 3 clusters Score -52959.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (74250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Entering Unmasked Estep 
Score: -4753895.000000 Penalty: 510.291260
	Iteration 0F: 2 clusters Score -4753895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4706778.500000 Penalty: 1020.582520
	Iteration 0F: 3 clusters Score -4706778 nChanged 36165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4728879.500000 Penalty: 1020.582520
	Iteration 1F: 3 clusters Score -4728880 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -4730449.500000 Penalty: 1020.582520
	Iteration 2F: 3 clusters Score -4730450 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -4732845.500000 Penalty: 1020.582520
	Iteration 3F: 3 clusters Score -4732846 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -4736748.000000 Penalty: 1020.582520
	Iteration 4F: 3 clusters Score -4736748 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -4742259.000000 Penalty: 1020.582520
	Iteration 5F: 3 clusters Score -4742259 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -4747951.000000 Penalty: 1020.582520
	Iteration 6F: 3 clusters Score -4747951 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -4751751.500000 Penalty: 1020.582520
	Iteration 7F: 3 clusters Score -4751752 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -4753384.000000 Penalty: 1020.582520
	Iteration 8Q: 3 clusters Score -4753384 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -4753757.500000 Penalty: 1020.582520
	Iteration 9Q: 3 clusters Score -4753758 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -4753891.500000 Penalty: 1020.582520
	Iteration 10Q: 3 clusters Score -4753892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -4753954.000000 Penalty: 1020.582520
	Iteration 11Q: 3 clusters Score -4753954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -4753952.000000 Penalty: 1020.582520
	Iteration 12Q: 3 clusters Score -4753952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -4753997.000000 Penalty: 1020.582520
	Iteration 13Q: 3 clusters Score -4753997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -4754037.500000 Penalty: 1020.582520
	Iteration 14Q: 3 clusters Score -4754038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -4754061.500000 Penalty: 1020.582520
	Iteration 15Q: 3 clusters Score -4754062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -4754065.500000 Penalty: 1020.582520
	Iteration 16Q: 3 clusters Score -4754066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -4754064.000000 Penalty: 1020.582520
	Iteration 17Q: 3 clusters Score -4754064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -4754068.500000 Penalty: 1020.582520
	Iteration 18Q: 3 clusters Score -4754068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -4754071.000000 Penalty: 1020.582520
	Iteration 19Q: 3 clusters Score -4754071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -4754074.500000 Penalty: 1020.582520
	Iteration 20F: 3 clusters Score -4754074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -4754073.000000 Penalty: 1020.582520
	Iteration 21Q: 3 clusters Score -4754073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -4754073.000000 Penalty: 1020.582520
	Iteration 22F: 3 clusters Score -4754073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 88808 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 84385 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 80766 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68165 members 
Mstep: Class 17 contains 15111 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 20003 members 
Mstep: Class 20 contains 57931 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 9744 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 20414 members 
Mstep: Class 29 contains 73841 members 
Entering Unmasked Estep 
Score: -42221704.000000 Penalty: 17752.757812
Splitting cluster 5 changes total score from -42221252.000000 to -42221704.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (44208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Entering Unmasked Estep 
Score: -2921074.750000 Penalty: 486.698090
	Iteration 0F: 2 clusters Score -2921075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2892214.000000 Penalty: 973.396179
	Iteration 0F: 3 clusters Score -2892214 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2904516.000000 Penalty: 973.396179
	Iteration 1F: 3 clusters Score -2904516 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2905039.750000 Penalty: 973.396179
	Iteration 2Q: 3 clusters Score -2905040 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2905760.500000 Penalty: 973.396179
	Iteration 3Q: 3 clusters Score -2905760 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2906867.250000 Penalty: 973.396179
	Iteration 4Q: 3 clusters Score -2906867 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2908667.250000 Penalty: 973.396179
	Iteration 5F: 3 clusters Score -2908667 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2910992.500000 Penalty: 973.396179
	Iteration 6F: 3 clusters Score -2910992 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2913017.500000 Penalty: 973.396179
	Iteration 7F: 3 clusters Score -2913018 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2914057.250000 Penalty: 973.396179
	Iteration 8F: 3 clusters Score -2914057 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2914453.000000 Penalty: 973.396179
	Iteration 9Q: 3 clusters Score -2914453 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2914679.250000 Penalty: 973.396179
	Iteration 10Q: 3 clusters Score -2914679 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2914869.500000 Penalty: 973.396179
	Iteration 11Q: 3 clusters Score -2914870 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2915046.250000 Penalty: 973.396179
	Iteration 12Q: 3 clusters Score -2915046 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2915195.750000 Penalty: 973.396179
	Iteration 13Q: 3 clusters Score -2915196 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2915364.000000 Penalty: 973.396179
	Iteration 14Q: 3 clusters Score -2915364 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2915560.250000 Penalty: 973.396179
	Iteration 15Q: 3 clusters Score -2915560 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2915758.500000 Penalty: 973.396179
	Iteration 16Q: 3 clusters Score -2915758 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2915969.000000 Penalty: 973.396179
	Iteration 17Q: 3 clusters Score -2915969 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2916166.000000 Penalty: 973.396179
	Iteration 18Q: 3 clusters Score -2916166 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2916337.250000 Penalty: 973.396179
	Iteration 19Q: 3 clusters Score -2916337 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2916486.000000 Penalty: 973.396179
	Iteration 20F: 3 clusters Score -2916486 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2916601.250000 Penalty: 973.396179
	Iteration 21Q: 3 clusters Score -2916601 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2916732.250000 Penalty: 973.396179
	Iteration 22Q: 3 clusters Score -2916732 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2916891.750000 Penalty: 973.396179
	Iteration 23Q: 3 clusters Score -2916892 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2917034.250000 Penalty: 973.396179
	Iteration 24Q: 3 clusters Score -2917034 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2917127.500000 Penalty: 973.396179
	Iteration 25Q: 3 clusters Score -2917128 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2917210.750000 Penalty: 973.396179
	Iteration 26Q: 3 clusters Score -2917211 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2917299.250000 Penalty: 973.396179
	Iteration 27Q: 3 clusters Score -2917299 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2917383.000000 Penalty: 973.396179
	Iteration 28Q: 3 clusters Score -2917383 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2917460.250000 Penalty: 973.396179
	Iteration 29Q: 3 clusters Score -2917460 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2917527.250000 Penalty: 973.396179
	Iteration 30Q: 3 clusters Score -2917527 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2917599.750000 Penalty: 973.396179
	Iteration 31Q: 3 clusters Score -2917600 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2917680.250000 Penalty: 973.396179
	Iteration 32Q: 3 clusters Score -2917680 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2917755.500000 Penalty: 973.396179
	Iteration 33Q: 3 clusters Score -2917756 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2917845.000000 Penalty: 973.396179
	Iteration 34Q: 3 clusters Score -2917845 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2917925.500000 Penalty: 973.396179
	Iteration 35Q: 3 clusters Score -2917926 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2918044.500000 Penalty: 973.396179
	Iteration 36Q: 3 clusters Score -2918044 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2918169.250000 Penalty: 973.396179
	Iteration 37Q: 3 clusters Score -2918169 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2918303.250000 Penalty: 973.396179
	Iteration 38Q: 3 clusters Score -2918303 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2918430.000000 Penalty: 973.396179
	Iteration 39Q: 3 clusters Score -2918430 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2918531.250000 Penalty: 973.396179
	Iteration 40F: 3 clusters Score -2918531 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2918660.250000 Penalty: 973.396179
	Iteration 41Q: 3 clusters Score -2918660 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2918786.000000 Penalty: 973.396179
	Iteration 42Q: 3 clusters Score -2918786 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2918923.750000 Penalty: 973.396179
	Iteration 43Q: 3 clusters Score -2918924 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2919047.750000 Penalty: 973.396179
	Iteration 44Q: 3 clusters Score -2919048 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2919162.750000 Penalty: 973.396179
	Iteration 45Q: 3 clusters Score -2919163 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2919242.750000 Penalty: 973.396179
	Iteration 46Q: 3 clusters Score -2919243 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2919348.750000 Penalty: 973.396179
	Iteration 47Q: 3 clusters Score -2919349 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2919430.750000 Penalty: 973.396179
	Iteration 48Q: 3 clusters Score -2919431 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2919502.750000 Penalty: 973.396179
	Iteration 49Q: 3 clusters Score -2919503 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2919557.500000 Penalty: 973.396179
	Iteration 50Q: 3 clusters Score -2919558 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2919604.500000 Penalty: 973.396179
	Iteration 51Q: 3 clusters Score -2919604 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2919642.000000 Penalty: 973.396179
	Iteration 52Q: 3 clusters Score -2919642 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2919665.500000 Penalty: 973.396179
	Iteration 53Q: 3 clusters Score -2919666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2919680.250000 Penalty: 973.396179
	Iteration 54Q: 3 clusters Score -2919680 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2919704.000000 Penalty: 973.396179
	Iteration 55Q: 3 clusters Score -2919704 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2919739.750000 Penalty: 973.396179
	Iteration 56Q: 3 clusters Score -2919740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2919791.500000 Penalty: 973.396179
	Iteration 57Q: 3 clusters Score -2919792 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2919840.000000 Penalty: 973.396179
	Iteration 58Q: 3 clusters Score -2919840 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2919877.500000 Penalty: 973.396179
	Iteration 59Q: 3 clusters Score -2919878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2919898.250000 Penalty: 973.396179
	Iteration 60F: 3 clusters Score -2919898 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2919917.750000 Penalty: 973.396179
	Iteration 61Q: 3 clusters Score -2919918 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2919902.750000 Penalty: 973.396179
	Iteration 62Q: 3 clusters Score -2919903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2919910.250000 Penalty: 973.396179
	Iteration 63Q: 3 clusters Score -2919910 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2919882.500000 Penalty: 973.396179
	Iteration 64Q: 3 clusters Score -2919882 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2919867.250000 Penalty: 973.396179
	Iteration 65Q: 3 clusters Score -2919867 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2919864.500000 Penalty: 973.396179
	Iteration 66Q: 3 clusters Score -2919864 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2919841.500000 Penalty: 973.396179
	Iteration 67Q: 3 clusters Score -2919842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2919817.500000 Penalty: 973.396179
	Iteration 68Q: 3 clusters Score -2919818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2919809.500000 Penalty: 973.396179
	Iteration 69Q: 3 clusters Score -2919810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2919821.000000 Penalty: 973.396179
	Iteration 70Q: 3 clusters Score -2919821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2919822.250000 Penalty: 973.396179
	Iteration 71Q: 3 clusters Score -2919822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2919797.250000 Penalty: 973.396179
	Iteration 72Q: 3 clusters Score -2919797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2919809.750000 Penalty: 973.396179
	Iteration 73Q: 3 clusters Score -2919810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2919810.000000 Penalty: 973.396179
	Iteration 74Q: 3 clusters Score -2919810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2919810.750000 Penalty: 973.396179
	Iteration 75Q: 3 clusters Score -2919811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2919819.000000 Penalty: 973.396179
	Iteration 76Q: 3 clusters Score -2919819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2919827.250000 Penalty: 973.396179
	Iteration 77Q: 3 clusters Score -2919827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2919819.000000 Penalty: 973.396179
	Iteration 78Q: 3 clusters Score -2919819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2919814.000000 Penalty: 973.396179
	Iteration 79Q: 3 clusters Score -2919814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2919804.500000 Penalty: 973.396179
	Iteration 80F: 3 clusters Score -2919804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2919807.000000 Penalty: 973.396179
	Iteration 81Q: 3 clusters Score -2919807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2919799.250000 Penalty: 973.396179
	Iteration 82Q: 3 clusters Score -2919799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2919785.750000 Penalty: 973.396179
	Iteration 83Q: 3 clusters Score -2919786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2919786.750000 Penalty: 973.396179
	Iteration 84Q: 3 clusters Score -2919787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2919763.750000 Penalty: 973.396179
	Iteration 85Q: 3 clusters Score -2919764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2919761.000000 Penalty: 973.396179
	Iteration 86Q: 3 clusters Score -2919761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2919774.500000 Penalty: 973.396179
	Iteration 87Q: 3 clusters Score -2919774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2919787.250000 Penalty: 973.396179
	Iteration 88Q: 3 clusters Score -2919787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2919787.000000 Penalty: 973.396179
	Iteration 89Q: 3 clusters Score -2919787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2919782.500000 Penalty: 973.396179
	Iteration 90Q: 3 clusters Score -2919782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2919796.750000 Penalty: 973.396179
	Iteration 91Q: 3 clusters Score -2919797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2919791.250000 Penalty: 973.396179
	Iteration 92Q: 3 clusters Score -2919791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2919796.250000 Penalty: 973.396179
	Iteration 93Q: 3 clusters Score -2919796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2919801.500000 Penalty: 973.396179
	Iteration 94Q: 3 clusters Score -2919802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2919797.000000 Penalty: 973.396179
	Iteration 95Q: 3 clusters Score -2919797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2919793.250000 Penalty: 973.396179
	Iteration 96Q: 3 clusters Score -2919793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2919793.000000 Penalty: 973.396179
	Iteration 97Q: 3 clusters Score -2919793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2919789.750000 Penalty: 973.396179
	Iteration 98Q: 3 clusters Score -2919790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2919790.000000 Penalty: 973.396179
	Iteration 99Q: 3 clusters Score -2919790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2919787.250000 Penalty: 973.396179
	Iteration 100F: 3 clusters Score -2919787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2919788.500000 Penalty: 973.396179
	Iteration 101Q: 3 clusters Score -2919788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2919784.500000 Penalty: 973.396179
	Iteration 102Q: 3 clusters Score -2919784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2919785.750000 Penalty: 973.396179
	Iteration 103Q: 3 clusters Score -2919786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2919791.000000 Penalty: 973.396179
	Iteration 104Q: 3 clusters Score -2919791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2919791.000000 Penalty: 973.396179
	Iteration 105F: 3 clusters Score -2919791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Entering Unmasked Estep 
Score: -2751571.750000 Penalty: 484.244263
	Iteration 0F: 2 clusters Score -2751572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2725128.250000 Penalty: 968.488525
	Iteration 0F: 3 clusters Score -2725128 nChanged 20102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2737784.000000 Penalty: 968.488525
	Iteration 1F: 3 clusters Score -2737784 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2739662.250000 Penalty: 968.488525
	Iteration 2F: 3 clusters Score -2739662 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2742780.750000 Penalty: 968.488525
	Iteration 3F: 3 clusters Score -2742781 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -2746500.500000 Penalty: 968.488525
	Iteration 4F: 3 clusters Score -2746500 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -2749349.750000 Penalty: 968.488525
	Iteration 5F: 3 clusters Score -2749350 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -2750648.500000 Penalty: 968.488525
	Iteration 6Q: 3 clusters Score -2750648 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -2751033.500000 Penalty: 968.488525
	Iteration 7Q: 3 clusters Score -2751034 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -2751139.250000 Penalty: 968.488525
	Iteration 8Q: 3 clusters Score -2751139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -2751181.250000 Penalty: 968.488525
	Iteration 9Q: 3 clusters Score -2751181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -2751190.500000 Penalty: 968.488525
	Iteration 10Q: 3 clusters Score -2751190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -2751199.250000 Penalty: 968.488525
	Iteration 11Q: 3 clusters Score -2751199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -2751202.500000 Penalty: 968.488525
	Iteration 12Q: 3 clusters Score -2751202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -2751207.750000 Penalty: 968.488525
	Iteration 13Q: 3 clusters Score -2751208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -2751211.500000 Penalty: 968.488525
	Iteration 14Q: 3 clusters Score -2751212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -2751212.000000 Penalty: 968.488525
	Iteration 15Q: 3 clusters Score -2751212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -2751214.750000 Penalty: 968.488525
	Iteration 16Q: 3 clusters Score -2751215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -2751215.500000 Penalty: 968.488525
	Iteration 17Q: 3 clusters Score -2751216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -2751216.750000 Penalty: 968.488525
	Iteration 18Q: 3 clusters Score -2751217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -2751216.750000 Penalty: 968.488525
	Iteration 19F: 3 clusters Score -2751217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -87867.843750 Penalty: 335.943237
	Iteration 0F: 2 clusters Score -87867.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -86691.468750 Penalty: 671.886475
	Iteration 0F: 3 clusters Score -86691.47 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87165.539062 Penalty: 671.886475
	Iteration 1F: 3 clusters Score -87165.54 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87316.359375 Penalty: 671.886475
	Iteration 2F: 3 clusters Score -87316.36 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87409.046875 Penalty: 671.886475
	Iteration 3F: 3 clusters Score -87409.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87491.242188 Penalty: 671.886475
	Iteration 4F: 3 clusters Score -87491.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87566.609375 Penalty: 671.886475
	Iteration 5F: 3 clusters Score -87566.61 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87615.492188 Penalty: 671.886475
	Iteration 6Q: 3 clusters Score -87615.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87654.742188 Penalty: 671.886475
	Iteration 7Q: 3 clusters Score -87654.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87676.648438 Penalty: 671.886475
	Iteration 8Q: 3 clusters Score -87676.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87701.312500 Penalty: 671.886475
	Iteration 9Q: 3 clusters Score -87701.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -87711.429688 Penalty: 671.886475
	Iteration 10Q: 3 clusters Score -87711.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -87715.281250 Penalty: 671.886475
	Iteration 11Q: 3 clusters Score -87715.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -87716.421875 Penalty: 671.886475
	Iteration 12Q: 3 clusters Score -87716.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -87716.421875 Penalty: 671.886475
	Iteration 13F: 3 clusters Score -87716.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -297393.093750 Penalty: 385.750671
	Iteration 0F: 2 clusters Score -297393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -294095.625000 Penalty: 771.501343
	Iteration 0F: 3 clusters Score -294095.6 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -295420.968750 Penalty: 771.501343
	Iteration 1F: 3 clusters Score -295421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -295648.875000 Penalty: 771.501343
	Iteration 2F: 3 clusters Score -295648.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -295932.656250 Penalty: 771.501343
	Iteration 3F: 3 clusters Score -295932.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -296220.625000 Penalty: 771.501343
	Iteration 4F: 3 clusters Score -296220.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -296484.375000 Penalty: 771.501343
	Iteration 5F: 3 clusters Score -296484.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -296701.187500 Penalty: 771.501343
	Iteration 6F: 3 clusters Score -296701.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -296833.093750 Penalty: 771.501343
	Iteration 7Q: 3 clusters Score -296833.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -296897.843750 Penalty: 771.501343
	Iteration 8Q: 3 clusters Score -296897.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -296929.343750 Penalty: 771.501343
	Iteration 9Q: 3 clusters Score -296929.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -296947.375000 Penalty: 771.501343
	Iteration 10Q: 3 clusters Score -296947.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -296960.343750 Penalty: 771.501343
	Iteration 11Q: 3 clusters Score -296960.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -296967.406250 Penalty: 771.501343
	Iteration 12Q: 3 clusters Score -296967.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -296974.406250 Penalty: 771.501343
	Iteration 13Q: 3 clusters Score -296974.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -296982.250000 Penalty: 771.501343
	Iteration 14Q: 3 clusters Score -296982.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -296993.093750 Penalty: 771.501343
	Iteration 15Q: 3 clusters Score -296993.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -297001.531250 Penalty: 771.501343
	Iteration 16Q: 3 clusters Score -297001.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -297011.093750 Penalty: 771.501343
	Iteration 17Q: 3 clusters Score -297011.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -297020.000000 Penalty: 771.501343
	Iteration 18Q: 3 clusters Score -297020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -297025.718750 Penalty: 771.501343
	Iteration 19Q: 3 clusters Score -297025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -297031.062500 Penalty: 771.501343
	Iteration 20F: 3 clusters Score -297031.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -297037.718750 Penalty: 771.501343
	Iteration 21Q: 3 clusters Score -297037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -297046.531250 Penalty: 771.501343
	Iteration 22Q: 3 clusters Score -297046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -297054.437500 Penalty: 771.501343
	Iteration 23Q: 3 clusters Score -297054.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -297062.937500 Penalty: 771.501343
	Iteration 24Q: 3 clusters Score -297062.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -297073.500000 Penalty: 771.501343
	Iteration 25Q: 3 clusters Score -297073.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -297083.968750 Penalty: 771.501343
	Iteration 26Q: 3 clusters Score -297084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -297089.906250 Penalty: 771.501343
	Iteration 27Q: 3 clusters Score -297089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -297094.625000 Penalty: 771.501343
	Iteration 28Q: 3 clusters Score -297094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -297101.000000 Penalty: 771.501343
	Iteration 29Q: 3 clusters Score -297101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -297105.937500 Penalty: 771.501343
	Iteration 30Q: 3 clusters Score -297105.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -297109.875000 Penalty: 771.501343
	Iteration 31Q: 3 clusters Score -297109.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -297113.781250 Penalty: 771.501343
	Iteration 32Q: 3 clusters Score -297113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -297115.531250 Penalty: 771.501343
	Iteration 33Q: 3 clusters Score -297115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -297118.562500 Penalty: 771.501343
	Iteration 34Q: 3 clusters Score -297118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -297119.875000 Penalty: 771.501343
	Iteration 35Q: 3 clusters Score -297119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -297121.500000 Penalty: 771.501343
	Iteration 36Q: 3 clusters Score -297121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -297122.187500 Penalty: 771.501343
	Iteration 37Q: 3 clusters Score -297122.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -297124.656250 Penalty: 771.501343
	Iteration 38Q: 3 clusters Score -297124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -297125.312500 Penalty: 771.501343
	Iteration 39Q: 3 clusters Score -297125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -297125.281250 Penalty: 771.501343
	Iteration 40F: 3 clusters Score -297125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -297125.781250 Penalty: 771.501343
	Iteration 41Q: 3 clusters Score -297125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -297126.281250 Penalty: 771.501343
	Iteration 42Q: 3 clusters Score -297126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -297126.906250 Penalty: 771.501343
	Iteration 43Q: 3 clusters Score -297126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -297127.062500 Penalty: 771.501343
	Iteration 44Q: 3 clusters Score -297127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -297127.062500 Penalty: 771.501343
	Iteration 45F: 3 clusters Score -297127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Entering Unmasked Estep 
Score: -959475.562500 Penalty: 439.629181
	Iteration 0F: 2 clusters Score -959475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -948953.187500 Penalty: 879.258362
	Iteration 0F: 3 clusters Score -948953.2 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -953568.437500 Penalty: 879.258362
	Iteration 1F: 3 clusters Score -953568.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -954028.062500 Penalty: 879.258362
	Iteration 2F: 3 clusters Score -954028.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -954658.187500 Penalty: 879.258362
	Iteration 3F: 3 clusters Score -954658.2 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -955558.875000 Penalty: 879.258362
	Iteration 4F: 3 clusters Score -955558.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -956756.812500 Penalty: 879.258362
	Iteration 5F: 3 clusters Score -956756.8 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -958091.312500 Penalty: 879.258362
	Iteration 6F: 3 clusters Score -958091.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -958696.437500 Penalty: 879.258362
	Iteration 7Q: 3 clusters Score -958696.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -958868.437500 Penalty: 879.258362
	Iteration 8Q: 3 clusters Score -958868.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -958945.375000 Penalty: 879.258362
	Iteration 9Q: 3 clusters Score -958945.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -959004.062500 Penalty: 879.258362
	Iteration 10Q: 3 clusters Score -959004.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -959040.687500 Penalty: 879.258362
	Iteration 11Q: 3 clusters Score -959040.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -959061.125000 Penalty: 879.258362
	Iteration 12Q: 3 clusters Score -959061.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -959078.437500 Penalty: 879.258362
	Iteration 13Q: 3 clusters Score -959078.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -959083.625000 Penalty: 879.258362
	Iteration 14Q: 3 clusters Score -959083.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -959091.625000 Penalty: 879.258362
	Iteration 15Q: 3 clusters Score -959091.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -959097.312500 Penalty: 879.258362
	Iteration 16Q: 3 clusters Score -959097.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -959096.000000 Penalty: 879.258362
	Iteration 17Q: 3 clusters Score -959096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -959098.250000 Penalty: 879.258362
	Iteration 18Q: 3 clusters Score -959098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -959101.562500 Penalty: 879.258362
	Iteration 19Q: 3 clusters Score -959101.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -959103.812500 Penalty: 879.258362
	Iteration 20F: 3 clusters Score -959103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -959105.687500 Penalty: 879.258362
	Iteration 21Q: 3 clusters Score -959105.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -959105.312500 Penalty: 879.258362
	Iteration 22Q: 3 clusters Score -959105.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -959105.625000 Penalty: 879.258362
	Iteration 23Q: 3 clusters Score -959105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -959105.187500 Penalty: 879.258362
	Iteration 24Q: 3 clusters Score -959105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -959105.187500 Penalty: 879.258362
	Iteration 25Q: 3 clusters Score -959105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -959105.750000 Penalty: 879.258362
	Iteration 26Q: 3 clusters Score -959105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -959106.375000 Penalty: 879.258362
	Iteration 27Q: 3 clusters Score -959106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -959106.812500 Penalty: 879.258362
	Iteration 28Q: 3 clusters Score -959106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -959107.250000 Penalty: 879.258362
	Iteration 29Q: 3 clusters Score -959107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -959107.875000 Penalty: 879.258362
	Iteration 30Q: 3 clusters Score -959107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -959107.562500 Penalty: 879.258362
	Iteration 31Q: 3 clusters Score -959107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -959107.562500 Penalty: 879.258362
	Iteration 32F: 3 clusters Score -959107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Entering Unmasked Estep 
Score: -5221578.500000 Penalty: 516.113098
	Iteration 0F: 2 clusters Score -5221578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5166417.000000 Penalty: 1032.226196
	Iteration 0F: 3 clusters Score -5166417 nChanged 41161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5191873.000000 Penalty: 1032.226196
	Iteration 1F: 3 clusters Score -5191873 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5193081.500000 Penalty: 1032.226196
	Iteration 2Q: 3 clusters Score -5193082 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5194817.000000 Penalty: 1032.226196
	Iteration 3Q: 3 clusters Score -5194817 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5197410.500000 Penalty: 1032.226196
	Iteration 4F: 3 clusters Score -5197410 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -5201038.500000 Penalty: 1032.226196
	Iteration 5F: 3 clusters Score -5201038 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5204916.500000 Penalty: 1032.226196
	Iteration 6F: 3 clusters Score -5204916 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -5207397.500000 Penalty: 1032.226196
	Iteration 7F: 3 clusters Score -5207398 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -5208193.000000 Penalty: 1032.226196
	Iteration 8Q: 3 clusters Score -5208193 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -5208505.000000 Penalty: 1032.226196
	Iteration 9Q: 3 clusters Score -5208505 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -5208725.000000 Penalty: 1032.226196
	Iteration 10Q: 3 clusters Score -5208725 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -5208932.500000 Penalty: 1032.226196
	Iteration 11Q: 3 clusters Score -5208932 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -5209170.500000 Penalty: 1032.226196
	Iteration 12Q: 3 clusters Score -5209170 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -5209408.000000 Penalty: 1032.226196
	Iteration 13Q: 3 clusters Score -5209408 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -5209672.500000 Penalty: 1032.226196
	Iteration 14Q: 3 clusters Score -5209672 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -5209972.000000 Penalty: 1032.226196
	Iteration 15Q: 3 clusters Score -5209972 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -5210248.000000 Penalty: 1032.226196
	Iteration 16Q: 3 clusters Score -5210248 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -5210553.000000 Penalty: 1032.226196
	Iteration 17Q: 3 clusters Score -5210553 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -5210902.000000 Penalty: 1032.226196
	Iteration 18Q: 3 clusters Score -5210902 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -5211194.000000 Penalty: 1032.226196
	Iteration 19Q: 3 clusters Score -5211194 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -5211511.000000 Penalty: 1032.226196
	Iteration 20F: 3 clusters Score -5211511 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -5211836.000000 Penalty: 1032.226196
	Iteration 21Q: 3 clusters Score -5211836 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -5212186.500000 Penalty: 1032.226196
	Iteration 22Q: 3 clusters Score -5212186 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -5212604.500000 Penalty: 1032.226196
	Iteration 23Q: 3 clusters Score -5212604 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -5213032.000000 Penalty: 1032.226196
	Iteration 24Q: 3 clusters Score -5213032 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -5213516.500000 Penalty: 1032.226196
	Iteration 25Q: 3 clusters Score -5213516 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -5214071.000000 Penalty: 1032.226196
	Iteration 26Q: 3 clusters Score -5214071 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -5214652.500000 Penalty: 1032.226196
	Iteration 27Q: 3 clusters Score -5214652 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -5215261.500000 Penalty: 1032.226196
	Iteration 28Q: 3 clusters Score -5215262 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -5215884.000000 Penalty: 1032.226196
	Iteration 29Q: 3 clusters Score -5215884 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -5216566.500000 Penalty: 1032.226196
	Iteration 30Q: 3 clusters Score -5216566 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -5217250.500000 Penalty: 1032.226196
	Iteration 31Q: 3 clusters Score -5217250 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -5217993.000000 Penalty: 1032.226196
	Iteration 32Q: 3 clusters Score -5217993 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -5218605.500000 Penalty: 1032.226196
	Iteration 33Q: 3 clusters Score -5218606 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -5219107.000000 Penalty: 1032.226196
	Iteration 34Q: 3 clusters Score -5219107 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -5219720.500000 Penalty: 1032.226196
	Iteration 35Q: 3 clusters Score -5219720 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -5220251.500000 Penalty: 1032.226196
	Iteration 36Q: 3 clusters Score -5220252 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -5220737.000000 Penalty: 1032.226196
	Iteration 37Q: 3 clusters Score -5220737 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -5221110.500000 Penalty: 1032.226196
	Iteration 38Q: 3 clusters Score -5221110 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -5221370.500000 Penalty: 1032.226196
	Iteration 39Q: 3 clusters Score -5221370 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -5221557.000000 Penalty: 1032.226196
	Iteration 40F: 3 clusters Score -5221557 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -5221687.500000 Penalty: 1032.226196
	Iteration 41Q: 3 clusters Score -5221688 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -5221764.000000 Penalty: 1032.226196
	Iteration 42Q: 3 clusters Score -5221764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -5221780.000000 Penalty: 1032.226196
	Iteration 43Q: 3 clusters Score -5221780 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -5221733.000000 Penalty: 1032.226196
	Iteration 44Q: 3 clusters Score -5221733 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -5221742.500000 Penalty: 1032.226196
	Iteration 45Q: 3 clusters Score -5221742 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -5221688.000000 Penalty: 1032.226196
	Iteration 46Q: 3 clusters Score -5221688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -5221598.000000 Penalty: 1032.226196
	Iteration 47Q: 3 clusters Score -5221598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -5221603.500000 Penalty: 1032.226196
	Iteration 48Q: 3 clusters Score -5221604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -5221564.000000 Penalty: 1032.226196
	Iteration 49Q: 3 clusters Score -5221564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -5221562.000000 Penalty: 1032.226196
	Iteration 50Q: 3 clusters Score -5221562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -5221511.000000 Penalty: 1032.226196
	Iteration 51Q: 3 clusters Score -5221511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -5221466.500000 Penalty: 1032.226196
	Iteration 52Q: 3 clusters Score -5221466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -5221470.000000 Penalty: 1032.226196
	Iteration 53Q: 3 clusters Score -5221470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -5221468.000000 Penalty: 1032.226196
	Iteration 54Q: 3 clusters Score -5221468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -5221459.000000 Penalty: 1032.226196
	Iteration 55Q: 3 clusters Score -5221459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -5221444.000000 Penalty: 1032.226196
	Iteration 56Q: 3 clusters Score -5221444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -5221410.000000 Penalty: 1032.226196
	Iteration 57Q: 3 clusters Score -5221410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -5221384.500000 Penalty: 1032.226196
	Iteration 58Q: 3 clusters Score -5221384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -5221397.500000 Penalty: 1032.226196
	Iteration 59Q: 3 clusters Score -5221398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -5221403.500000 Penalty: 1032.226196
	Iteration 60F: 3 clusters Score -5221404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -5221390.500000 Penalty: 1032.226196
	Iteration 61Q: 3 clusters Score -5221390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -5221396.000000 Penalty: 1032.226196
	Iteration 62Q: 3 clusters Score -5221396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -5221377.000000 Penalty: 1032.226196
	Iteration 63Q: 3 clusters Score -5221377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -5221373.000000 Penalty: 1032.226196
	Iteration 64Q: 3 clusters Score -5221373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -5221364.500000 Penalty: 1032.226196
	Iteration 65Q: 3 clusters Score -5221364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -5221358.500000 Penalty: 1032.226196
	Iteration 66Q: 3 clusters Score -5221358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -5221355.000000 Penalty: 1032.226196
	Iteration 67Q: 3 clusters Score -5221355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -5221363.500000 Penalty: 1032.226196
	Iteration 68Q: 3 clusters Score -5221364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -5221368.000000 Penalty: 1032.226196
	Iteration 69Q: 3 clusters Score -5221368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -5221371.500000 Penalty: 1032.226196
	Iteration 70Q: 3 clusters Score -5221372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -5221364.000000 Penalty: 1032.226196
	Iteration 71Q: 3 clusters Score -5221364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -5221371.000000 Penalty: 1032.226196
	Iteration 72Q: 3 clusters Score -5221371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -5221371.000000 Penalty: 1032.226196
	Iteration 73Q: 3 clusters Score -5221371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -5221370.500000 Penalty: 1032.226196
	Iteration 74Q: 3 clusters Score -5221370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -5221380.500000 Penalty: 1032.226196
	Iteration 75Q: 3 clusters Score -5221380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -5221376.000000 Penalty: 1032.226196
	Iteration 76Q: 3 clusters Score -5221376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -5221370.000000 Penalty: 1032.226196
	Iteration 77Q: 3 clusters Score -5221370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -5221375.500000 Penalty: 1032.226196
	Iteration 78Q: 3 clusters Score -5221376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -5221367.500000 Penalty: 1032.226196
	Iteration 79Q: 3 clusters Score -5221368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -5221346.500000 Penalty: 1032.226196
	Iteration 80F: 3 clusters Score -5221346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -5221349.000000 Penalty: 1032.226196
	Iteration 81Q: 3 clusters Score -5221349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -5221363.000000 Penalty: 1032.226196
	Iteration 82Q: 3 clusters Score -5221363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -5221353.000000 Penalty: 1032.226196
	Iteration 83Q: 3 clusters Score -5221353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -5221355.500000 Penalty: 1032.226196
	Iteration 84Q: 3 clusters Score -5221356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -5221359.000000 Penalty: 1032.226196
	Iteration 85Q: 3 clusters Score -5221359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
Score: -5221357.500000 Penalty: 1032.226196
	Iteration 86Q: 3 clusters Score -5221358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -5221357.000000 Penalty: 1032.226196
	Iteration 87Q: 3 clusters Score -5221357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -5221359.000000 Penalty: 1032.226196
	Iteration 88Q: 3 clusters Score -5221359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -5221367.500000 Penalty: 1032.226196
	Iteration 89Q: 3 clusters Score -5221368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -5221371.500000 Penalty: 1032.226196
	Iteration 90Q: 3 clusters Score -5221372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -5221364.000000 Penalty: 1032.226196
	Iteration 91Q: 3 clusters Score -5221364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -5221367.000000 Penalty: 1032.226196
	Iteration 92Q: 3 clusters Score -5221367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -5221368.500000 Penalty: 1032.226196
	Iteration 93Q: 3 clusters Score -5221368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -5221368.500000 Penalty: 1032.226196
	Iteration 94F: 3 clusters Score -5221368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2243.209473 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2243.209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2336.715820 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2336.716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2353.142334 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2353.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2366.574951 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2366.575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2366.574951 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -2366.575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -303882.718750 Penalty: 386.650208
	Iteration 0F: 2 clusters Score -303882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -300623.375000 Penalty: 773.300415
	Iteration 0F: 3 clusters Score -300623.4 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -301786.093750 Penalty: 773.300415
	Iteration 1F: 3 clusters Score -301786.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -301860.062500 Penalty: 773.300415
	Iteration 2F: 3 clusters Score -301860.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -301928.937500 Penalty: 773.300415
	Iteration 3Q: 3 clusters Score -301928.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -301986.125000 Penalty: 773.300415
	Iteration 4Q: 3 clusters Score -301986.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -302043.250000 Penalty: 773.300415
	Iteration 5Q: 3 clusters Score -302043.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -302111.500000 Penalty: 773.300415
	Iteration 6Q: 3 clusters Score -302111.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -302202.718750 Penalty: 773.300415
	Iteration 7Q: 3 clusters Score -302202.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -302326.593750 Penalty: 773.300415
	Iteration 8Q: 3 clusters Score -302326.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -302478.468750 Penalty: 773.300415
	Iteration 9Q: 3 clusters Score -302478.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -302616.312500 Penalty: 773.300415
	Iteration 10Q: 3 clusters Score -302616.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -302731.437500 Penalty: 773.300415
	Iteration 11Q: 3 clusters Score -302731.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -302808.937500 Penalty: 773.300415
	Iteration 12Q: 3 clusters Score -302808.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -302856.593750 Penalty: 773.300415
	Iteration 13Q: 3 clusters Score -302856.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -302883.812500 Penalty: 773.300415
	Iteration 14Q: 3 clusters Score -302883.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -302906.812500 Penalty: 773.300415
	Iteration 15Q: 3 clusters Score -302906.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -302923.375000 Penalty: 773.300415
	Iteration 16Q: 3 clusters Score -302923.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -302939.093750 Penalty: 773.300415
	Iteration 17Q: 3 clusters Score -302939.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -302953.937500 Penalty: 773.300415
	Iteration 18Q: 3 clusters Score -302953.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -302979.812500 Penalty: 773.300415
	Iteration 19Q: 3 clusters Score -302979.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -303011.187500 Penalty: 773.300415
	Iteration 20F: 3 clusters Score -303011.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -303039.937500 Penalty: 773.300415
	Iteration 21Q: 3 clusters Score -303039.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -303070.093750 Penalty: 773.300415
	Iteration 22Q: 3 clusters Score -303070.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -303104.187500 Penalty: 773.300415
	Iteration 23Q: 3 clusters Score -303104.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -303138.843750 Penalty: 773.300415
	Iteration 24Q: 3 clusters Score -303138.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -303159.875000 Penalty: 773.300415
	Iteration 25Q: 3 clusters Score -303159.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -303184.062500 Penalty: 773.300415
	Iteration 26Q: 3 clusters Score -303184.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -303210.593750 Penalty: 773.300415
	Iteration 27Q: 3 clusters Score -303210.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -303247.156250 Penalty: 773.300415
	Iteration 28Q: 3 clusters Score -303247.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -303293.250000 Penalty: 773.300415
	Iteration 29Q: 3 clusters Score -303293.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -303331.812500 Penalty: 773.300415
	Iteration 30Q: 3 clusters Score -303331.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -303363.156250 Penalty: 773.300415
	Iteration 31Q: 3 clusters Score -303363.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -303397.906250 Penalty: 773.300415
	Iteration 32Q: 3 clusters Score -303397.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -303428.000000 Penalty: 773.300415
	Iteration 33Q: 3 clusters Score -303428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -303447.031250 Penalty: 773.300415
	Iteration 34Q: 3 clusters Score -303447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -303462.437500 Penalty: 773.300415
	Iteration 35Q: 3 clusters Score -303462.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -303469.531250 Penalty: 773.300415
	Iteration 36Q: 3 clusters Score -303469.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -303475.218750 Penalty: 773.300415
	Iteration 37Q: 3 clusters Score -303475.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -303478.656250 Penalty: 773.300415
	Iteration 38Q: 3 clusters Score -303478.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -303483.375000 Penalty: 773.300415
	Iteration 39Q: 3 clusters Score -303483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -303490.937500 Penalty: 773.300415
	Iteration 40F: 3 clusters Score -303490.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -303496.250000 Penalty: 773.300415
	Iteration 41Q: 3 clusters Score -303496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -303503.062500 Penalty: 773.300415
	Iteration 42Q: 3 clusters Score -303503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -303506.125000 Penalty: 773.300415
	Iteration 43Q: 3 clusters Score -303506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -303510.718750 Penalty: 773.300415
	Iteration 44Q: 3 clusters Score -303510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -303514.750000 Penalty: 773.300415
	Iteration 45Q: 3 clusters Score -303514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -303518.906250 Penalty: 773.300415
	Iteration 46Q: 3 clusters Score -303518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -303521.187500 Penalty: 773.300415
	Iteration 47Q: 3 clusters Score -303521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -303522.375000 Penalty: 773.300415
	Iteration 48Q: 3 clusters Score -303522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -303522.343750 Penalty: 773.300415
	Iteration 49Q: 3 clusters Score -303522.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -303522.343750 Penalty: 773.300415
	Iteration 50F: 3 clusters Score -303522.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Entering Unmasked Estep 
Score: -5111999.500000 Penalty: 514.118652
	Iteration 0F: 2 clusters Score -5112000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5060828.500000 Penalty: 1028.237305
	Iteration 0F: 3 clusters Score -5060828 nChanged 39527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5085628.500000 Penalty: 1028.237305
	Iteration 1F: 3 clusters Score -5085628 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5088109.000000 Penalty: 1028.237305
	Iteration 2F: 3 clusters Score -5088109 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5091728.500000 Penalty: 1028.237305
	Iteration 3F: 3 clusters Score -5091728 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -5096313.500000 Penalty: 1028.237305
	Iteration 4F: 3 clusters Score -5096314 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5100587.500000 Penalty: 1028.237305
	Iteration 5F: 3 clusters Score -5100588 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5103064.500000 Penalty: 1028.237305
	Iteration 6F: 3 clusters Score -5103064 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -5104020.500000 Penalty: 1028.237305
	Iteration 7Q: 3 clusters Score -5104020 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -5104509.000000 Penalty: 1028.237305
	Iteration 8Q: 3 clusters Score -5104509 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5105043.500000 Penalty: 1028.237305
	Iteration 9Q: 3 clusters Score -5105044 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -5105627.000000 Penalty: 1028.237305
	Iteration 10Q: 3 clusters Score -5105627 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5106177.500000 Penalty: 1028.237305
	Iteration 11Q: 3 clusters Score -5106178 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -5106809.000000 Penalty: 1028.237305
	Iteration 12Q: 3 clusters Score -5106809 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5107444.500000 Penalty: 1028.237305
	Iteration 13Q: 3 clusters Score -5107444 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -5108121.000000 Penalty: 1028.237305
	Iteration 14Q: 3 clusters Score -5108121 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -5108792.500000 Penalty: 1028.237305
	Iteration 15Q: 3 clusters Score -5108792 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -5109435.500000 Penalty: 1028.237305
	Iteration 16Q: 3 clusters Score -5109436 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -5110098.000000 Penalty: 1028.237305
	Iteration 17Q: 3 clusters Score -5110098 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -5110799.500000 Penalty: 1028.237305
	Iteration 18Q: 3 clusters Score -5110800 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -5111372.500000 Penalty: 1028.237305
	Iteration 19Q: 3 clusters Score -5111372 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5111684.500000 Penalty: 1028.237305
	Iteration 20F: 3 clusters Score -5111684 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5111695.000000 Penalty: 1028.237305
	Iteration 21Q: 3 clusters Score -5111695 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5111628.000000 Penalty: 1028.237305
	Iteration 22Q: 3 clusters Score -5111628 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5111616.000000 Penalty: 1028.237305
	Iteration 23Q: 3 clusters Score -5111616 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5111628.000000 Penalty: 1028.237305
	Iteration 24Q: 3 clusters Score -5111628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5111646.000000 Penalty: 1028.237305
	Iteration 25Q: 3 clusters Score -5111646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5111674.000000 Penalty: 1028.237305
	Iteration 26Q: 3 clusters Score -5111674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5111665.000000 Penalty: 1028.237305
	Iteration 27Q: 3 clusters Score -5111665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5111670.000000 Penalty: 1028.237305
	Iteration 28Q: 3 clusters Score -5111670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5111668.500000 Penalty: 1028.237305
	Iteration 29Q: 3 clusters Score -5111668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5111661.000000 Penalty: 1028.237305
	Iteration 30Q: 3 clusters Score -5111661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5111661.000000 Penalty: 1028.237305
	Iteration 31F: 3 clusters Score -5111661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4542.264648 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4542.265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4341.137207 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4341.137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4390.918457 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4390.918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4404.504395 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -4404.504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4405.303711 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4405.304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4406.539551 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4406.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4419.386230 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -4419.386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4435.604980 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -4435.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4458.272461 Penalty: 429.383392
	Iteration 7Q: 3 clusters Score -4458.272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4473.718262 Penalty: 429.383392
	Iteration 8Q: 3 clusters Score -4473.718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4475.725586 Penalty: 429.383392
	Iteration 9Q: 3 clusters Score -4475.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4476.112793 Penalty: 429.383392
	Iteration 10Q: 3 clusters Score -4476.113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4476.112793 Penalty: 429.383392
	Iteration 11F: 3 clusters Score -4476.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Entering Unmasked Estep 
Score: -4231033.500000 Penalty: 506.400726
	Iteration 0F: 2 clusters Score -4231034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4185249.500000 Penalty: 1012.801453
	Iteration 0F: 3 clusters Score -4185250 nChanged 33050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4205522.500000 Penalty: 1012.801453
	Iteration 1F: 3 clusters Score -4205522 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4206240.000000 Penalty: 1012.801453
	Iteration 2Q: 3 clusters Score -4206240 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4207273.500000 Penalty: 1012.801453
	Iteration 3Q: 3 clusters Score -4207274 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4208925.500000 Penalty: 1012.801453
	Iteration 4Q: 3 clusters Score -4208926 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4211543.000000 Penalty: 1012.801453
	Iteration 5F: 3 clusters Score -4211543 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4215082.500000 Penalty: 1012.801453
	Iteration 6F: 3 clusters Score -4215082 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4218744.000000 Penalty: 1012.801453
	Iteration 7F: 3 clusters Score -4218744 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -4221498.500000 Penalty: 1012.801453
	Iteration 8Q: 3 clusters Score -4221498 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4223085.000000 Penalty: 1012.801453
	Iteration 9Q: 3 clusters Score -4223085 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -4224150.500000 Penalty: 1012.801453
	Iteration 10Q: 3 clusters Score -4224150 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4225056.000000 Penalty: 1012.801453
	Iteration 11Q: 3 clusters Score -4225056 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4225947.500000 Penalty: 1012.801453
	Iteration 12Q: 3 clusters Score -4225948 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4226771.500000 Penalty: 1012.801453
	Iteration 13Q: 3 clusters Score -4226772 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4227654.000000 Penalty: 1012.801453
	Iteration 14Q: 3 clusters Score -4227654 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4228493.500000 Penalty: 1012.801453
	Iteration 15Q: 3 clusters Score -4228494 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4229225.000000 Penalty: 1012.801453
	Iteration 16Q: 3 clusters Score -4229225 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4229774.500000 Penalty: 1012.801453
	Iteration 17Q: 3 clusters Score -4229774 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4230149.500000 Penalty: 1012.801453
	Iteration 18Q: 3 clusters Score -4230150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4230342.000000 Penalty: 1012.801453
	Iteration 19Q: 3 clusters Score -4230342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4230430.500000 Penalty: 1012.801453
	Iteration 20F: 3 clusters Score -4230430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4230493.000000 Penalty: 1012.801453
	Iteration 21Q: 3 clusters Score -4230493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4230524.500000 Penalty: 1012.801453
	Iteration 22Q: 3 clusters Score -4230524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4230542.500000 Penalty: 1012.801453
	Iteration 23Q: 3 clusters Score -4230542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4230557.500000 Penalty: 1012.801453
	Iteration 24Q: 3 clusters Score -4230558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4230568.000000 Penalty: 1012.801453
	Iteration 25Q: 3 clusters Score -4230568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4230577.000000 Penalty: 1012.801453
	Iteration 26Q: 3 clusters Score -4230577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4230580.000000 Penalty: 1012.801453
	Iteration 27Q: 3 clusters Score -4230580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4230583.000000 Penalty: 1012.801453
	Iteration 28Q: 3 clusters Score -4230583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4230583.000000 Penalty: 1012.801453
	Iteration 29F: 3 clusters Score -4230583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Entering Unmasked Estep 
Score: -901525.437500 Penalty: 437.854614
	Iteration 0F: 2 clusters Score -901525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -891559.875000 Penalty: 875.709229
	Iteration 0F: 3 clusters Score -891559.9 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -895533.312500 Penalty: 875.709229
	Iteration 1F: 3 clusters Score -895533.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -895903.562500 Penalty: 875.709229
	Iteration 2F: 3 clusters Score -895903.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -896462.062500 Penalty: 875.709229
	Iteration 3F: 3 clusters Score -896462.1 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -897243.250000 Penalty: 875.709229
	Iteration 4F: 3 clusters Score -897243.2 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -898272.812500 Penalty: 875.709229
	Iteration 5F: 3 clusters Score -898272.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -899223.375000 Penalty: 875.709229
	Iteration 6F: 3 clusters Score -899223.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -899913.250000 Penalty: 875.709229
	Iteration 7F: 3 clusters Score -899913.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -900363.437500 Penalty: 875.709229
	Iteration 8Q: 3 clusters Score -900363.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -900650.312500 Penalty: 875.709229
	Iteration 9Q: 3 clusters Score -900650.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -900847.437500 Penalty: 875.709229
	Iteration 10Q: 3 clusters Score -900847.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -900971.437500 Penalty: 875.709229
	Iteration 11Q: 3 clusters Score -900971.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -901080.687500 Penalty: 875.709229
	Iteration 12Q: 3 clusters Score -901080.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -901168.937500 Penalty: 875.709229
	Iteration 13Q: 3 clusters Score -901168.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -901235.000000 Penalty: 875.709229
	Iteration 14Q: 3 clusters Score -901235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -901280.250000 Penalty: 875.709229
	Iteration 15Q: 3 clusters Score -901280.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -901309.937500 Penalty: 875.709229
	Iteration 16Q: 3 clusters Score -901309.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -901327.562500 Penalty: 875.709229
	Iteration 17Q: 3 clusters Score -901327.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -901334.750000 Penalty: 875.709229
	Iteration 18Q: 3 clusters Score -901334.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -901338.625000 Penalty: 875.709229
	Iteration 19Q: 3 clusters Score -901338.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -901343.812500 Penalty: 875.709229
	Iteration 20F: 3 clusters Score -901343.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -901346.625000 Penalty: 875.709229
	Iteration 21Q: 3 clusters Score -901346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -901348.687500 Penalty: 875.709229
	Iteration 22Q: 3 clusters Score -901348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -901350.750000 Penalty: 875.709229
	Iteration 23Q: 3 clusters Score -901350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -901352.687500 Penalty: 875.709229
	Iteration 24Q: 3 clusters Score -901352.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -901353.687500 Penalty: 875.709229
	Iteration 25Q: 3 clusters Score -901353.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -901354.437500 Penalty: 875.709229
	Iteration 26Q: 3 clusters Score -901354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -901355.562500 Penalty: 875.709229
	Iteration 27Q: 3 clusters Score -901355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -901356.000000 Penalty: 875.709229
	Iteration 28Q: 3 clusters Score -901356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -901354.625000 Penalty: 875.709229
	Iteration 29Q: 3 clusters Score -901354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -901355.062500 Penalty: 875.709229
	Iteration 30Q: 3 clusters Score -901355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -901355.375000 Penalty: 875.709229
	Iteration 31Q: 3 clusters Score -901355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -901355.375000 Penalty: 875.709229
	Iteration 32F: 3 clusters Score -901355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -85446.210938 Penalty: 332.781830
	Iteration 0F: 2 clusters Score -85446.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84305.765625 Penalty: 665.563660
	Iteration 0F: 3 clusters Score -84305.77 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -84754.273438 Penalty: 665.563660
	Iteration 1F: 3 clusters Score -84754.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -84865.117188 Penalty: 665.563660
	Iteration 2F: 3 clusters Score -84865.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -84969.312500 Penalty: 665.563660
	Iteration 3F: 3 clusters Score -84969.31 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -85026.382812 Penalty: 665.563660
	Iteration 4F: 3 clusters Score -85026.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -85060.718750 Penalty: 665.563660
	Iteration 5Q: 3 clusters Score -85060.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -85073.968750 Penalty: 665.563660
	Iteration 6Q: 3 clusters Score -85073.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -85084.898438 Penalty: 665.563660
	Iteration 7Q: 3 clusters Score -85084.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85096.125000 Penalty: 665.563660
	Iteration 8Q: 3 clusters Score -85096.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -85103.750000 Penalty: 665.563660
	Iteration 9Q: 3 clusters Score -85103.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -85108.664062 Penalty: 665.563660
	Iteration 10Q: 3 clusters Score -85108.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85112.343750 Penalty: 665.563660
	Iteration 11Q: 3 clusters Score -85112.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -85116.179688 Penalty: 665.563660
	Iteration 12Q: 3 clusters Score -85116.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85120.312500 Penalty: 665.563660
	Iteration 13Q: 3 clusters Score -85120.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85124.179688 Penalty: 665.563660
	Iteration 14Q: 3 clusters Score -85124.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85127.039062 Penalty: 665.563660
	Iteration 15Q: 3 clusters Score -85127.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85131.484375 Penalty: 665.563660
	Iteration 16Q: 3 clusters Score -85131.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -85135.828125 Penalty: 665.563660
	Iteration 17Q: 3 clusters Score -85135.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -85138.742188 Penalty: 665.563660
	Iteration 18Q: 3 clusters Score -85138.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -85142.468750 Penalty: 665.563660
	Iteration 19Q: 3 clusters Score -85142.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85144.351562 Penalty: 665.563660
	Iteration 20F: 3 clusters Score -85144.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85147.078125 Penalty: 665.563660
	Iteration 21Q: 3 clusters Score -85147.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -85148.859375 Penalty: 665.563660
	Iteration 22Q: 3 clusters Score -85148.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -85149.773438 Penalty: 665.563660
	Iteration 23Q: 3 clusters Score -85149.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85150.398438 Penalty: 665.563660
	Iteration 24Q: 3 clusters Score -85150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85152.570312 Penalty: 665.563660
	Iteration 25Q: 3 clusters Score -85152.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85153.054688 Penalty: 665.563660
	Iteration 26Q: 3 clusters Score -85153.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85153.343750 Penalty: 665.563660
	Iteration 27Q: 3 clusters Score -85153.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85153.343750 Penalty: 665.563660
	Iteration 28F: 3 clusters Score -85153.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Entering Unmasked Estep 
Score: -1306368.000000 Penalty: 450.615509
	Iteration 0F: 2 clusters Score -1306368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1293276.750000 Penalty: 901.231018
	Iteration 0F: 3 clusters Score -1293277 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1299045.500000 Penalty: 901.231018
	Iteration 1F: 3 clusters Score -1299046 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1299530.625000 Penalty: 901.231018
	Iteration 2F: 3 clusters Score -1299531 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1300083.625000 Penalty: 901.231018
	Iteration 3F: 3 clusters Score -1300084 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1300655.125000 Penalty: 901.231018
	Iteration 4F: 3 clusters Score -1300655 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1301211.125000 Penalty: 901.231018
	Iteration 5F: 3 clusters Score -1301211 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1301729.250000 Penalty: 901.231018
	Iteration 6Q: 3 clusters Score -1301729 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1302191.500000 Penalty: 901.231018
	Iteration 7Q: 3 clusters Score -1302192 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1302535.125000 Penalty: 901.231018
	Iteration 8Q: 3 clusters Score -1302535 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1302725.000000 Penalty: 901.231018
	Iteration 9Q: 3 clusters Score -1302725 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1302831.000000 Penalty: 901.231018
	Iteration 10Q: 3 clusters Score -1302831 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1302910.250000 Penalty: 901.231018
	Iteration 11Q: 3 clusters Score -1302910 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1302948.375000 Penalty: 901.231018
	Iteration 12Q: 3 clusters Score -1302948 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1302988.125000 Penalty: 901.231018
	Iteration 13Q: 3 clusters Score -1302988 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1303027.750000 Penalty: 901.231018
	Iteration 14Q: 3 clusters Score -1303028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1303056.875000 Penalty: 901.231018
	Iteration 15Q: 3 clusters Score -1303057 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1303100.375000 Penalty: 901.231018
	Iteration 16Q: 3 clusters Score -1303100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1303147.750000 Penalty: 901.231018
	Iteration 17Q: 3 clusters Score -1303148 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1303194.500000 Penalty: 901.231018
	Iteration 18Q: 3 clusters Score -1303194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1303230.625000 Penalty: 901.231018
	Iteration 19Q: 3 clusters Score -1303231 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1303284.000000 Penalty: 901.231018
	Iteration 20F: 3 clusters Score -1303284 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1303330.000000 Penalty: 901.231018
	Iteration 21Q: 3 clusters Score -1303330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1303387.125000 Penalty: 901.231018
	Iteration 22Q: 3 clusters Score -1303387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1303461.125000 Penalty: 901.231018
	Iteration 23Q: 3 clusters Score -1303461 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1303551.500000 Penalty: 901.231018
	Iteration 24Q: 3 clusters Score -1303552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1303630.125000 Penalty: 901.231018
	Iteration 25Q: 3 clusters Score -1303630 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1303733.250000 Penalty: 901.231018
	Iteration 26Q: 3 clusters Score -1303733 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1303828.000000 Penalty: 901.231018
	Iteration 27Q: 3 clusters Score -1303828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1303940.125000 Penalty: 901.231018
	Iteration 28Q: 3 clusters Score -1303940 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1304042.625000 Penalty: 901.231018
	Iteration 29Q: 3 clusters Score -1304043 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1304156.125000 Penalty: 901.231018
	Iteration 30Q: 3 clusters Score -1304156 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1304255.750000 Penalty: 901.231018
	Iteration 31Q: 3 clusters Score -1304256 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1304353.750000 Penalty: 901.231018
	Iteration 32Q: 3 clusters Score -1304354 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1304460.375000 Penalty: 901.231018
	Iteration 33Q: 3 clusters Score -1304460 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1304576.250000 Penalty: 901.231018
	Iteration 34Q: 3 clusters Score -1304576 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1304680.500000 Penalty: 901.231018
	Iteration 35Q: 3 clusters Score -1304680 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1304795.750000 Penalty: 901.231018
	Iteration 36Q: 3 clusters Score -1304796 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1304893.625000 Penalty: 901.231018
	Iteration 37Q: 3 clusters Score -1304894 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1304991.500000 Penalty: 901.231018
	Iteration 38Q: 3 clusters Score -1304992 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1305069.750000 Penalty: 901.231018
	Iteration 39Q: 3 clusters Score -1305070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1305125.375000 Penalty: 901.231018
	Iteration 40F: 3 clusters Score -1305125 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1305205.375000 Penalty: 901.231018
	Iteration 41Q: 3 clusters Score -1305205 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1305280.375000 Penalty: 901.231018
	Iteration 42Q: 3 clusters Score -1305280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1305376.250000 Penalty: 901.231018
	Iteration 43Q: 3 clusters Score -1305376 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1305448.250000 Penalty: 901.231018
	Iteration 44Q: 3 clusters Score -1305448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1305506.500000 Penalty: 901.231018
	Iteration 45Q: 3 clusters Score -1305506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1305572.000000 Penalty: 901.231018
	Iteration 46Q: 3 clusters Score -1305572 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1305631.375000 Penalty: 901.231018
	Iteration 47Q: 3 clusters Score -1305631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1305678.500000 Penalty: 901.231018
	Iteration 48Q: 3 clusters Score -1305678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1305714.250000 Penalty: 901.231018
	Iteration 49Q: 3 clusters Score -1305714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1305748.250000 Penalty: 901.231018
	Iteration 50Q: 3 clusters Score -1305748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1305775.750000 Penalty: 901.231018
	Iteration 51Q: 3 clusters Score -1305776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1305803.625000 Penalty: 901.231018
	Iteration 52Q: 3 clusters Score -1305804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1305830.625000 Penalty: 901.231018
	Iteration 53Q: 3 clusters Score -1305831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1305861.625000 Penalty: 901.231018
	Iteration 54Q: 3 clusters Score -1305862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1305885.500000 Penalty: 901.231018
	Iteration 55Q: 3 clusters Score -1305886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1305899.500000 Penalty: 901.231018
	Iteration 56Q: 3 clusters Score -1305900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1305920.125000 Penalty: 901.231018
	Iteration 57Q: 3 clusters Score -1305920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1305941.625000 Penalty: 901.231018
	Iteration 58Q: 3 clusters Score -1305942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1305954.250000 Penalty: 901.231018
	Iteration 59Q: 3 clusters Score -1305954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1305970.875000 Penalty: 901.231018
	Iteration 60F: 3 clusters Score -1305971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1305978.250000 Penalty: 901.231018
	Iteration 61Q: 3 clusters Score -1305978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1305982.750000 Penalty: 901.231018
	Iteration 62Q: 3 clusters Score -1305983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1305986.750000 Penalty: 901.231018
	Iteration 63Q: 3 clusters Score -1305987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1305988.000000 Penalty: 901.231018
	Iteration 64Q: 3 clusters Score -1305988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1305993.375000 Penalty: 901.231018
	Iteration 65Q: 3 clusters Score -1305993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1305994.375000 Penalty: 901.231018
	Iteration 66Q: 3 clusters Score -1305994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1305995.750000 Penalty: 901.231018
	Iteration 67Q: 3 clusters Score -1305996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1305995.250000 Penalty: 901.231018
	Iteration 68Q: 3 clusters Score -1305995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1305996.375000 Penalty: 901.231018
	Iteration 69Q: 3 clusters Score -1305996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1305996.375000 Penalty: 901.231018
	Iteration 70F: 3 clusters Score -1305996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Entering Unmasked Estep 
Score: -3755051.750000 Penalty: 498.998840
	Iteration 0F: 2 clusters Score -3755052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3725993.500000 Penalty: 997.997681
	Iteration 0F: 3 clusters Score -3725994 nChanged 27960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3742048.500000 Penalty: 997.997681
	Iteration 1F: 3 clusters Score -3742048 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3742649.250000 Penalty: 997.997681
	Iteration 2Q: 3 clusters Score -3742649 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3743568.250000 Penalty: 997.997681
	Iteration 3Q: 3 clusters Score -3743568 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3745140.250000 Penalty: 997.997681
	Iteration 4Q: 3 clusters Score -3745140 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3747523.250000 Penalty: 997.997681
	Iteration 5F: 3 clusters Score -3747523 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3750555.250000 Penalty: 997.997681
	Iteration 6F: 3 clusters Score -3750555 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3752996.500000 Penalty: 997.997681
	Iteration 7F: 3 clusters Score -3752996 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3754117.500000 Penalty: 997.997681
	Iteration 8Q: 3 clusters Score -3754118 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3754520.750000 Penalty: 997.997681
	Iteration 9Q: 3 clusters Score -3754521 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3754749.500000 Penalty: 997.997681
	Iteration 10Q: 3 clusters Score -3754750 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3755065.500000 Penalty: 997.997681
	Iteration 11Q: 3 clusters Score -3755066 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3755379.750000 Penalty: 997.997681
	Iteration 12Q: 3 clusters Score -3755380 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3755698.750000 Penalty: 997.997681
	Iteration 13Q: 3 clusters Score -3755699 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3755935.500000 Penalty: 997.997681
	Iteration 14Q: 3 clusters Score -3755936 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3756214.250000 Penalty: 997.997681
	Iteration 15Q: 3 clusters Score -3756214 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3756374.500000 Penalty: 997.997681
	Iteration 16Q: 3 clusters Score -3756374 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3756473.500000 Penalty: 997.997681
	Iteration 17Q: 3 clusters Score -3756474 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3756454.250000 Penalty: 997.997681
	Iteration 18Q: 3 clusters Score -3756454 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3756292.500000 Penalty: 997.997681
	Iteration 19Q: 3 clusters Score -3756292 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3756046.250000 Penalty: 997.997681
	Iteration 20F: 3 clusters Score -3756046 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3755741.000000 Penalty: 997.997681
	Iteration 21Q: 3 clusters Score -3755741 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3755412.500000 Penalty: 997.997681
	Iteration 22Q: 3 clusters Score -3755412 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3755083.750000 Penalty: 997.997681
	Iteration 23Q: 3 clusters Score -3755084 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3754841.750000 Penalty: 997.997681
	Iteration 24Q: 3 clusters Score -3754842 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3754801.000000 Penalty: 997.997681
	Iteration 25Q: 3 clusters Score -3754801 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3754754.250000 Penalty: 997.997681
	Iteration 26Q: 3 clusters Score -3754754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3754720.250000 Penalty: 997.997681
	Iteration 27Q: 3 clusters Score -3754720 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3754692.750000 Penalty: 997.997681
	Iteration 28Q: 3 clusters Score -3754693 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3754643.750000 Penalty: 997.997681
	Iteration 29Q: 3 clusters Score -3754644 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3754600.750000 Penalty: 997.997681
	Iteration 30Q: 3 clusters Score -3754601 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3754596.750000 Penalty: 997.997681
	Iteration 31Q: 3 clusters Score -3754597 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3754574.000000 Penalty: 997.997681
	Iteration 32Q: 3 clusters Score -3754574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3754589.000000 Penalty: 997.997681
	Iteration 33Q: 3 clusters Score -3754589 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3754601.000000 Penalty: 997.997681
	Iteration 34Q: 3 clusters Score -3754601 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3754593.500000 Penalty: 997.997681
	Iteration 35Q: 3 clusters Score -3754594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3754609.750000 Penalty: 997.997681
	Iteration 36Q: 3 clusters Score -3754610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3754633.500000 Penalty: 997.997681
	Iteration 37Q: 3 clusters Score -3754634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3754634.500000 Penalty: 997.997681
	Iteration 38Q: 3 clusters Score -3754634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3754626.000000 Penalty: 997.997681
	Iteration 39Q: 3 clusters Score -3754626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3754643.250000 Penalty: 997.997681
	Iteration 40F: 3 clusters Score -3754643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3754648.000000 Penalty: 997.997681
	Iteration 41Q: 3 clusters Score -3754648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3754651.250000 Penalty: 997.997681
	Iteration 42Q: 3 clusters Score -3754651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3754650.000000 Penalty: 997.997681
	Iteration 43Q: 3 clusters Score -3754650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3754659.750000 Penalty: 997.997681
	Iteration 44Q: 3 clusters Score -3754660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3754663.250000 Penalty: 997.997681
	Iteration 45Q: 3 clusters Score -3754663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3754671.750000 Penalty: 997.997681
	Iteration 46Q: 3 clusters Score -3754672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3754671.500000 Penalty: 997.997681
	Iteration 47Q: 3 clusters Score -3754672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3754670.500000 Penalty: 997.997681
	Iteration 48Q: 3 clusters Score -3754670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3754669.250000 Penalty: 997.997681
	Iteration 49Q: 3 clusters Score -3754669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3754674.500000 Penalty: 997.997681
	Iteration 50Q: 3 clusters Score -3754674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3754670.750000 Penalty: 997.997681
	Iteration 51Q: 3 clusters Score -3754671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3754671.500000 Penalty: 997.997681
	Iteration 52Q: 3 clusters Score -3754672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3754671.000000 Penalty: 997.997681
	Iteration 53Q: 3 clusters Score -3754671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3754676.750000 Penalty: 997.997681
	Iteration 54Q: 3 clusters Score -3754677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3754673.000000 Penalty: 997.997681
	Iteration 55Q: 3 clusters Score -3754673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3754673.000000 Penalty: 997.997681
	Iteration 56Q: 3 clusters Score -3754673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3754669.750000 Penalty: 997.997681
	Iteration 57Q: 3 clusters Score -3754670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3754673.750000 Penalty: 997.997681
	Iteration 58Q: 3 clusters Score -3754674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3754673.750000 Penalty: 997.997681
	Iteration 59F: 3 clusters Score -3754674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Entering Unmasked Estep 
Score: -497957.312500 Penalty: 411.202362
	Iteration 0F: 2 clusters Score -497957.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -492347.937500 Penalty: 822.404724
	Iteration 0F: 3 clusters Score -492347.9 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -494677.375000 Penalty: 822.404724
	Iteration 1F: 3 clusters Score -494677.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -495135.468750 Penalty: 822.404724
	Iteration 2F: 3 clusters Score -495135.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -495679.250000 Penalty: 822.404724
	Iteration 3F: 3 clusters Score -495679.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -496247.656250 Penalty: 822.404724
	Iteration 4F: 3 clusters Score -496247.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -496756.281250 Penalty: 822.404724
	Iteration 5F: 3 clusters Score -496756.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -497131.843750 Penalty: 822.404724
	Iteration 6Q: 3 clusters Score -497131.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -497349.750000 Penalty: 822.404724
	Iteration 7Q: 3 clusters Score -497349.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -497468.250000 Penalty: 822.404724
	Iteration 8Q: 3 clusters Score -497468.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -497551.250000 Penalty: 822.404724
	Iteration 9Q: 3 clusters Score -497551.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -497604.312500 Penalty: 822.404724
	Iteration 10Q: 3 clusters Score -497604.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -497646.687500 Penalty: 822.404724
	Iteration 11Q: 3 clusters Score -497646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -497669.250000 Penalty: 822.404724
	Iteration 12Q: 3 clusters Score -497669.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -497683.593750 Penalty: 822.404724
	Iteration 13Q: 3 clusters Score -497683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -497693.187500 Penalty: 822.404724
	Iteration 14Q: 3 clusters Score -497693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -497697.906250 Penalty: 822.404724
	Iteration 15Q: 3 clusters Score -497697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -497701.781250 Penalty: 822.404724
	Iteration 16Q: 3 clusters Score -497701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -497705.156250 Penalty: 822.404724
	Iteration 17Q: 3 clusters Score -497705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -497706.375000 Penalty: 822.404724
	Iteration 18Q: 3 clusters Score -497706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -497707.468750 Penalty: 822.404724
	Iteration 19Q: 3 clusters Score -497707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -497708.968750 Penalty: 822.404724
	Iteration 20F: 3 clusters Score -497709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -497709.718750 Penalty: 822.404724
	Iteration 21Q: 3 clusters Score -497709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -497710.031250 Penalty: 822.404724
	Iteration 22Q: 3 clusters Score -497710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -497710.156250 Penalty: 822.404724
	Iteration 23Q: 3 clusters Score -497710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -497710.468750 Penalty: 822.404724
	Iteration 24Q: 3 clusters Score -497710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -497710.437500 Penalty: 822.404724
	Iteration 25Q: 3 clusters Score -497710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -497710.437500 Penalty: 822.404724
	Iteration 26F: 3 clusters Score -497710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Entering Unmasked Estep 
Score: -2038400.000000 Penalty: 470.919128
	Iteration 0F: 2 clusters Score -2038400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2017796.375000 Penalty: 941.838257
	Iteration 0F: 3 clusters Score -2017796 nChanged 14890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2027125.875000 Penalty: 941.838257
	Iteration 1F: 3 clusters Score -2027126 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2028236.125000 Penalty: 941.838257
	Iteration 2F: 3 clusters Score -2028236 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2029886.875000 Penalty: 941.838257
	Iteration 3F: 3 clusters Score -2029887 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2032144.125000 Penalty: 941.838257
	Iteration 4F: 3 clusters Score -2032144 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2034387.750000 Penalty: 941.838257
	Iteration 5F: 3 clusters Score -2034388 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2036196.125000 Penalty: 941.838257
	Iteration 6F: 3 clusters Score -2036196 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2037224.500000 Penalty: 941.838257
	Iteration 7Q: 3 clusters Score -2037224 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2037693.750000 Penalty: 941.838257
	Iteration 8Q: 3 clusters Score -2037694 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2037905.750000 Penalty: 941.838257
	Iteration 9Q: 3 clusters Score -2037906 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2038004.750000 Penalty: 941.838257
	Iteration 10Q: 3 clusters Score -2038005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2038043.625000 Penalty: 941.838257
	Iteration 11Q: 3 clusters Score -2038044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2038069.125000 Penalty: 941.838257
	Iteration 12Q: 3 clusters Score -2038069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2038080.250000 Penalty: 941.838257
	Iteration 13Q: 3 clusters Score -2038080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2038087.875000 Penalty: 941.838257
	Iteration 14Q: 3 clusters Score -2038088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2038103.375000 Penalty: 941.838257
	Iteration 15Q: 3 clusters Score -2038103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2038107.875000 Penalty: 941.838257
	Iteration 16Q: 3 clusters Score -2038108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2038111.750000 Penalty: 941.838257
	Iteration 17Q: 3 clusters Score -2038112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2038112.500000 Penalty: 941.838257
	Iteration 18Q: 3 clusters Score -2038112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2038113.375000 Penalty: 941.838257
	Iteration 19Q: 3 clusters Score -2038113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2038114.125000 Penalty: 941.838257
	Iteration 20F: 3 clusters Score -2038114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2038115.375000 Penalty: 941.838257
	Iteration 21Q: 3 clusters Score -2038115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2038113.375000 Penalty: 941.838257
	Iteration 22Q: 3 clusters Score -2038113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2038114.125000 Penalty: 941.838257
	Iteration 23Q: 3 clusters Score -2038114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2038113.625000 Penalty: 941.838257
	Iteration 24Q: 3 clusters Score -2038114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2038113.625000 Penalty: 941.838257
	Iteration 25F: 3 clusters Score -2038114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Entering Unmasked Estep 
Score: -491104.843750 Penalty: 406.331451
	Iteration 0F: 2 clusters Score -491104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -486101.125000 Penalty: 812.662903
	Iteration 0F: 3 clusters Score -486101.1 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -488085.843750 Penalty: 812.662903
	Iteration 1F: 3 clusters Score -488085.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -488352.343750 Penalty: 812.662903
	Iteration 2F: 3 clusters Score -488352.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -488646.156250 Penalty: 812.662903
	Iteration 3F: 3 clusters Score -488646.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -488954.875000 Penalty: 812.662903
	Iteration 4F: 3 clusters Score -488954.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -489253.281250 Penalty: 812.662903
	Iteration 5F: 3 clusters Score -489253.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -489537.062500 Penalty: 812.662903
	Iteration 6F: 3 clusters Score -489537.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -489758.156250 Penalty: 812.662903
	Iteration 7F: 3 clusters Score -489758.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -489980.593750 Penalty: 812.662903
	Iteration 8Q: 3 clusters Score -489980.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -490186.468750 Penalty: 812.662903
	Iteration 9Q: 3 clusters Score -490186.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -490329.375000 Penalty: 812.662903
	Iteration 10Q: 3 clusters Score -490329.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -490406.375000 Penalty: 812.662903
	Iteration 11Q: 3 clusters Score -490406.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -490456.468750 Penalty: 812.662903
	Iteration 12Q: 3 clusters Score -490456.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -490498.375000 Penalty: 812.662903
	Iteration 13Q: 3 clusters Score -490498.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -490526.718750 Penalty: 812.662903
	Iteration 14Q: 3 clusters Score -490526.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -490551.375000 Penalty: 812.662903
	Iteration 15Q: 3 clusters Score -490551.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -490580.687500 Penalty: 812.662903
	Iteration 16Q: 3 clusters Score -490580.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -490615.875000 Penalty: 812.662903
	Iteration 17Q: 3 clusters Score -490615.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -490636.750000 Penalty: 812.662903
	Iteration 18Q: 3 clusters Score -490636.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -490658.281250 Penalty: 812.662903
	Iteration 19Q: 3 clusters Score -490658.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -490680.750000 Penalty: 812.662903
	Iteration 20F: 3 clusters Score -490680.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -490696.937500 Penalty: 812.662903
	Iteration 21Q: 3 clusters Score -490696.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -490711.250000 Penalty: 812.662903
	Iteration 22Q: 3 clusters Score -490711.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -490717.750000 Penalty: 812.662903
	Iteration 23Q: 3 clusters Score -490717.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -490725.250000 Penalty: 812.662903
	Iteration 24Q: 3 clusters Score -490725.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -490730.093750 Penalty: 812.662903
	Iteration 25Q: 3 clusters Score -490730.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -490734.718750 Penalty: 812.662903
	Iteration 26Q: 3 clusters Score -490734.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -490736.875000 Penalty: 812.662903
	Iteration 27Q: 3 clusters Score -490736.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -490741.125000 Penalty: 812.662903
	Iteration 28Q: 3 clusters Score -490741.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -490745.343750 Penalty: 812.662903
	Iteration 29Q: 3 clusters Score -490745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -490746.281250 Penalty: 812.662903
	Iteration 30Q: 3 clusters Score -490746.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -490748.375000 Penalty: 812.662903
	Iteration 31Q: 3 clusters Score -490748.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -490750.250000 Penalty: 812.662903
	Iteration 32Q: 3 clusters Score -490750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -490750.906250 Penalty: 812.662903
	Iteration 33Q: 3 clusters Score -490750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -490751.687500 Penalty: 812.662903
	Iteration 34Q: 3 clusters Score -490751.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -490753.281250 Penalty: 812.662903
	Iteration 35Q: 3 clusters Score -490753.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -490755.718750 Penalty: 812.662903
	Iteration 36Q: 3 clusters Score -490755.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -490757.593750 Penalty: 812.662903
	Iteration 37Q: 3 clusters Score -490757.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -490757.593750 Penalty: 812.662903
	Iteration 38Q: 3 clusters Score -490757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -490759.468750 Penalty: 812.662903
	Iteration 39Q: 3 clusters Score -490759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -490760.000000 Penalty: 812.662903
	Iteration 40F: 3 clusters Score -490760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -490760.968750 Penalty: 812.662903
	Iteration 41Q: 3 clusters Score -490761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -490761.875000 Penalty: 812.662903
	Iteration 42Q: 3 clusters Score -490761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -490761.906250 Penalty: 812.662903
	Iteration 43Q: 3 clusters Score -490761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -490762.750000 Penalty: 812.662903
	Iteration 44Q: 3 clusters Score -490762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -490763.968750 Penalty: 812.662903
	Iteration 45Q: 3 clusters Score -490764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -490764.125000 Penalty: 812.662903
	Iteration 46Q: 3 clusters Score -490764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -490766.156250 Penalty: 812.662903
	Iteration 47Q: 3 clusters Score -490766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -490766.906250 Penalty: 812.662903
	Iteration 48Q: 3 clusters Score -490766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -490766.593750 Penalty: 812.662903
	Iteration 49Q: 3 clusters Score -490766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -490767.093750 Penalty: 812.662903
	Iteration 50Q: 3 clusters Score -490767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -490769.718750 Penalty: 812.662903
	Iteration 51Q: 3 clusters Score -490769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -490768.562500 Penalty: 812.662903
	Iteration 52Q: 3 clusters Score -490768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -490768.781250 Penalty: 812.662903
	Iteration 53Q: 3 clusters Score -490768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -490768.468750 Penalty: 812.662903
	Iteration 54Q: 3 clusters Score -490768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -490769.281250 Penalty: 812.662903
	Iteration 55Q: 3 clusters Score -490769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -490769.625000 Penalty: 812.662903
	Iteration 56Q: 3 clusters Score -490769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -490769.406250 Penalty: 812.662903
	Iteration 57Q: 3 clusters Score -490769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -490769.250000 Penalty: 812.662903
	Iteration 58Q: 3 clusters Score -490769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -490770.437500 Penalty: 812.662903
	Iteration 59Q: 3 clusters Score -490770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -490770.875000 Penalty: 812.662903
	Iteration 60F: 3 clusters Score -490770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -147650.421875 Penalty: 354.832794
	Iteration 0F: 2 clusters Score -147650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -145964.703125 Penalty: 709.665588
	Iteration 0F: 3 clusters Score -145964.7 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -146517.781250 Penalty: 709.665588
	Iteration 1F: 3 clusters Score -146517.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -146612.109375 Penalty: 709.665588
	Iteration 2F: 3 clusters Score -146612.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -146695.093750 Penalty: 709.665588
	Iteration 3F: 3 clusters Score -146695.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -146771.781250 Penalty: 709.665588
	Iteration 4F: 3 clusters Score -146771.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -146861.640625 Penalty: 709.665588
	Iteration 5F: 3 clusters Score -146861.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -146954.281250 Penalty: 709.665588
	Iteration 6F: 3 clusters Score -146954.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147041.265625 Penalty: 709.665588
	Iteration 7Q: 3 clusters Score -147041.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -147127.109375 Penalty: 709.665588
	Iteration 8Q: 3 clusters Score -147127.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147181.781250 Penalty: 709.665588
	Iteration 9Q: 3 clusters Score -147181.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -147208.843750 Penalty: 709.665588
	Iteration 10Q: 3 clusters Score -147208.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147224.328125 Penalty: 709.665588
	Iteration 11Q: 3 clusters Score -147224.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -147237.125000 Penalty: 709.665588
	Iteration 12Q: 3 clusters Score -147237.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -147247.859375 Penalty: 709.665588
	Iteration 13Q: 3 clusters Score -147247.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -147256.062500 Penalty: 709.665588
	Iteration 14Q: 3 clusters Score -147256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147261.703125 Penalty: 709.665588
	Iteration 15Q: 3 clusters Score -147261.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -147266.375000 Penalty: 709.665588
	Iteration 16Q: 3 clusters Score -147266.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -147270.500000 Penalty: 709.665588
	Iteration 17Q: 3 clusters Score -147270.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -147272.531250 Penalty: 709.665588
	Iteration 18Q: 3 clusters Score -147272.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147274.812500 Penalty: 709.665588
	Iteration 19Q: 3 clusters Score -147274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147277.593750 Penalty: 709.665588
	Iteration 20F: 3 clusters Score -147277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147279.609375 Penalty: 709.665588
	Iteration 21Q: 3 clusters Score -147279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147281.218750 Penalty: 709.665588
	Iteration 22Q: 3 clusters Score -147281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147283.984375 Penalty: 709.665588
	Iteration 23Q: 3 clusters Score -147284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -147285.968750 Penalty: 709.665588
	Iteration 24Q: 3 clusters Score -147286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -147287.093750 Penalty: 709.665588
	Iteration 25Q: 3 clusters Score -147287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147289.156250 Penalty: 709.665588
	Iteration 26Q: 3 clusters Score -147289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -147292.187500 Penalty: 709.665588
	Iteration 27Q: 3 clusters Score -147292.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147297.906250 Penalty: 709.665588
	Iteration 28Q: 3 clusters Score -147297.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147303.593750 Penalty: 709.665588
	Iteration 29Q: 3 clusters Score -147303.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -147309.812500 Penalty: 709.665588
	Iteration 30Q: 3 clusters Score -147309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147315.250000 Penalty: 709.665588
	Iteration 31Q: 3 clusters Score -147315.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -147321.265625 Penalty: 709.665588
	Iteration 32Q: 3 clusters Score -147321.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147327.875000 Penalty: 709.665588
	Iteration 33Q: 3 clusters Score -147327.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147335.015625 Penalty: 709.665588
	Iteration 34Q: 3 clusters Score -147335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147339.093750 Penalty: 709.665588
	Iteration 35Q: 3 clusters Score -147339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147342.171875 Penalty: 709.665588
	Iteration 36Q: 3 clusters Score -147342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -147343.843750 Penalty: 709.665588
	Iteration 37Q: 3 clusters Score -147343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -147346.156250 Penalty: 709.665588
	Iteration 38Q: 3 clusters Score -147346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147347.234375 Penalty: 709.665588
	Iteration 39Q: 3 clusters Score -147347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -147347.921875 Penalty: 709.665588
	Iteration 40F: 3 clusters Score -147347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -147348.484375 Penalty: 709.665588
	Iteration 41Q: 3 clusters Score -147348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -147348.781250 Penalty: 709.665588
	Iteration 42Q: 3 clusters Score -147348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -147349.359375 Penalty: 709.665588
	Iteration 43Q: 3 clusters Score -147349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -147349.468750 Penalty: 709.665588
	Iteration 44Q: 3 clusters Score -147349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147349.750000 Penalty: 709.665588
	Iteration 45Q: 3 clusters Score -147349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147349.859375 Penalty: 709.665588
	Iteration 46Q: 3 clusters Score -147349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -147350.031250 Penalty: 709.665588
	Iteration 47Q: 3 clusters Score -147350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147350.046875 Penalty: 709.665588
	Iteration 48Q: 3 clusters Score -147350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -147350.187500 Penalty: 709.665588
	Iteration 49Q: 3 clusters Score -147350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -147350.187500 Penalty: 709.665588
	Iteration 50F: 3 clusters Score -147350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -606439.625000 Penalty: 417.890533
	Iteration 0F: 2 clusters Score -606439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -600008.437500 Penalty: 835.781067
	Iteration 0F: 3 clusters Score -600008.4 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -602603.187500 Penalty: 835.781067
	Iteration 1F: 3 clusters Score -602603.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -602807.312500 Penalty: 835.781067
	Iteration 2Q: 3 clusters Score -602807.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -603074.750000 Penalty: 835.781067
	Iteration 3F: 3 clusters Score -603074.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -603350.812500 Penalty: 835.781067
	Iteration 4F: 3 clusters Score -603350.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -603680.937500 Penalty: 835.781067
	Iteration 5F: 3 clusters Score -603680.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -604031.875000 Penalty: 835.781067
	Iteration 6F: 3 clusters Score -604031.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -604272.500000 Penalty: 835.781067
	Iteration 7Q: 3 clusters Score -604272.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -604380.250000 Penalty: 835.781067
	Iteration 8Q: 3 clusters Score -604380.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -604426.500000 Penalty: 835.781067
	Iteration 9Q: 3 clusters Score -604426.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -604453.937500 Penalty: 835.781067
	Iteration 10Q: 3 clusters Score -604453.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -604477.375000 Penalty: 835.781067
	Iteration 11Q: 3 clusters Score -604477.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -604500.875000 Penalty: 835.781067
	Iteration 12Q: 3 clusters Score -604500.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -604521.562500 Penalty: 835.781067
	Iteration 13Q: 3 clusters Score -604521.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -604548.500000 Penalty: 835.781067
	Iteration 14Q: 3 clusters Score -604548.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -604570.562500 Penalty: 835.781067
	Iteration 15Q: 3 clusters Score -604570.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -604594.625000 Penalty: 835.781067
	Iteration 16Q: 3 clusters Score -604594.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -604621.562500 Penalty: 835.781067
	Iteration 17Q: 3 clusters Score -604621.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -604649.687500 Penalty: 835.781067
	Iteration 18Q: 3 clusters Score -604649.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -604683.437500 Penalty: 835.781067
	Iteration 19Q: 3 clusters Score -604683.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -604718.812500 Penalty: 835.781067
	Iteration 20F: 3 clusters Score -604718.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -604758.312500 Penalty: 835.781067
	Iteration 21Q: 3 clusters Score -604758.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -604796.125000 Penalty: 835.781067
	Iteration 22Q: 3 clusters Score -604796.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -604837.312500 Penalty: 835.781067
	Iteration 23Q: 3 clusters Score -604837.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -604886.500000 Penalty: 835.781067
	Iteration 24Q: 3 clusters Score -604886.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -604943.375000 Penalty: 835.781067
	Iteration 25Q: 3 clusters Score -604943.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -605016.937500 Penalty: 835.781067
	Iteration 26Q: 3 clusters Score -605016.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -605100.125000 Penalty: 835.781067
	Iteration 27Q: 3 clusters Score -605100.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -605187.000000 Penalty: 835.781067
	Iteration 28Q: 3 clusters Score -605187 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -605280.312500 Penalty: 835.781067
	Iteration 29Q: 3 clusters Score -605280.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -605378.500000 Penalty: 835.781067
	Iteration 30Q: 3 clusters Score -605378.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -605472.812500 Penalty: 835.781067
	Iteration 31Q: 3 clusters Score -605472.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -605569.625000 Penalty: 835.781067
	Iteration 32Q: 3 clusters Score -605569.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -605661.000000 Penalty: 835.781067
	Iteration 33Q: 3 clusters Score -605661 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -605743.687500 Penalty: 835.781067
	Iteration 34Q: 3 clusters Score -605743.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -605798.562500 Penalty: 835.781067
	Iteration 35Q: 3 clusters Score -605798.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -605835.125000 Penalty: 835.781067
	Iteration 36Q: 3 clusters Score -605835.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -605854.437500 Penalty: 835.781067
	Iteration 37Q: 3 clusters Score -605854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -605865.187500 Penalty: 835.781067
	Iteration 38Q: 3 clusters Score -605865.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -605870.500000 Penalty: 835.781067
	Iteration 39Q: 3 clusters Score -605870.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -605895.312500 Penalty: 835.781067
	Iteration 40F: 3 clusters Score -605895.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -605902.750000 Penalty: 835.781067
	Iteration 41Q: 3 clusters Score -605902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -605904.875000 Penalty: 835.781067
	Iteration 42Q: 3 clusters Score -605904.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -605906.375000 Penalty: 835.781067
	Iteration 43Q: 3 clusters Score -605906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -605908.562500 Penalty: 835.781067
	Iteration 44Q: 3 clusters Score -605908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -605907.812500 Penalty: 835.781067
	Iteration 45Q: 3 clusters Score -605907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -605910.375000 Penalty: 835.781067
	Iteration 46Q: 3 clusters Score -605910.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -605910.812500 Penalty: 835.781067
	Iteration 47Q: 3 clusters Score -605910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -605910.812500 Penalty: 835.781067
	Iteration 48Q: 3 clusters Score -605910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -605912.375000 Penalty: 835.781067
	Iteration 49Q: 3 clusters Score -605912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -605913.187500 Penalty: 835.781067
	Iteration 50Q: 3 clusters Score -605913.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -605914.500000 Penalty: 835.781067
	Iteration 51Q: 3 clusters Score -605914.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -605913.625000 Penalty: 835.781067
	Iteration 52Q: 3 clusters Score -605913.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -605914.125000 Penalty: 835.781067
	Iteration 53Q: 3 clusters Score -605914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -605914.750000 Penalty: 835.781067
	Iteration 54Q: 3 clusters Score -605914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -605916.750000 Penalty: 835.781067
	Iteration 55Q: 3 clusters Score -605916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -605917.250000 Penalty: 835.781067
	Iteration 56Q: 3 clusters Score -605917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -605919.500000 Penalty: 835.781067
	Iteration 57Q: 3 clusters Score -605919.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -605922.562500 Penalty: 835.781067
	Iteration 58Q: 3 clusters Score -605922.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -605922.062500 Penalty: 835.781067
	Iteration 59Q: 3 clusters Score -605922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -605922.750000 Penalty: 835.781067
	Iteration 60F: 3 clusters Score -605922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -605924.937500 Penalty: 835.781067
	Iteration 61Q: 3 clusters Score -605924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -605924.937500 Penalty: 835.781067
	Iteration 62F: 3 clusters Score -605924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -326134.156250 Penalty: 387.822571
	Iteration 0F: 2 clusters Score -326134.2 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 2465 members 
Entering Unmasked Estep 
Score: -322778.625000 Penalty: 775.645142
	Iteration 0F: 3 clusters Score -322778.6 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -324000.625000 Penalty: 775.645142
	Iteration 1F: 3 clusters Score -324000.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -324129.875000 Penalty: 775.645142
	Iteration 2F: 3 clusters Score -324129.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -324269.468750 Penalty: 775.645142
	Iteration 3F: 3 clusters Score -324269.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -324408.937500 Penalty: 775.645142
	Iteration 4F: 3 clusters Score -324408.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -324580.031250 Penalty: 775.645142
	Iteration 5Q: 3 clusters Score -324580 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -324767.656250 Penalty: 775.645142
	Iteration 6Q: 3 clusters Score -324767.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324982.437500 Penalty: 775.645142
	Iteration 7Q: 3 clusters Score -324982.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -325180.406250 Penalty: 775.645142
	Iteration 8Q: 3 clusters Score -325180.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -325331.000000 Penalty: 775.645142
	Iteration 9Q: 3 clusters Score -325331 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -325460.750000 Penalty: 775.645142
	Iteration 10Q: 3 clusters Score -325460.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -325561.906250 Penalty: 775.645142
	Iteration 11Q: 3 clusters Score -325561.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -325634.468750 Penalty: 775.645142
	Iteration 12Q: 3 clusters Score -325634.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -325685.031250 Penalty: 775.645142
	Iteration 13Q: 3 clusters Score -325685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -325711.250000 Penalty: 775.645142
	Iteration 14Q: 3 clusters Score -325711.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -325728.312500 Penalty: 775.645142
	Iteration 15Q: 3 clusters Score -325728.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -325742.281250 Penalty: 775.645142
	Iteration 16Q: 3 clusters Score -325742.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -325754.062500 Penalty: 775.645142
	Iteration 17Q: 3 clusters Score -325754.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -325766.156250 Penalty: 775.645142
	Iteration 18Q: 3 clusters Score -325766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -325774.875000 Penalty: 775.645142
	Iteration 19Q: 3 clusters Score -325774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -325780.812500 Penalty: 775.645142
	Iteration 20F: 3 clusters Score -325780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -325784.625000 Penalty: 775.645142
	Iteration 21Q: 3 clusters Score -325784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -325786.187500 Penalty: 775.645142
	Iteration 22Q: 3 clusters Score -325786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -325787.500000 Penalty: 775.645142
	Iteration 23Q: 3 clusters Score -325787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -325788.937500 Penalty: 775.645142
	Iteration 24Q: 3 clusters Score -325788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -325790.125000 Penalty: 775.645142
	Iteration 25Q: 3 clusters Score -325790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -325790.500000 Penalty: 775.645142
	Iteration 26Q: 3 clusters Score -325790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -325790.500000 Penalty: 775.645142
	Iteration 27F: 3 clusters Score -325790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -115745.921875 Penalty: 341.274078
	Iteration 0F: 2 clusters Score -115745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -114452.734375 Penalty: 682.548157
	Iteration 0F: 3 clusters Score -114452.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114880.585938 Penalty: 682.548157
	Iteration 1F: 3 clusters Score -114880.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -114981.414062 Penalty: 682.548157
	Iteration 2F: 3 clusters Score -114981.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -115141.210938 Penalty: 682.548157
	Iteration 3F: 3 clusters Score -115141.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -115282.796875 Penalty: 682.548157
	Iteration 4F: 3 clusters Score -115282.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -115376.750000 Penalty: 682.548157
	Iteration 5F: 3 clusters Score -115376.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -115445.109375 Penalty: 682.548157
	Iteration 6F: 3 clusters Score -115445.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -115487.085938 Penalty: 682.548157
	Iteration 7Q: 3 clusters Score -115487.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -115512.601562 Penalty: 682.548157
	Iteration 8Q: 3 clusters Score -115512.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -115530.382812 Penalty: 682.548157
	Iteration 9Q: 3 clusters Score -115530.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -115548.179688 Penalty: 682.548157
	Iteration 10Q: 3 clusters Score -115548.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -115562.179688 Penalty: 682.548157
	Iteration 11Q: 3 clusters Score -115562.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -115575.078125 Penalty: 682.548157
	Iteration 12Q: 3 clusters Score -115575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -115582.093750 Penalty: 682.548157
	Iteration 13Q: 3 clusters Score -115582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -115588.609375 Penalty: 682.548157
	Iteration 14Q: 3 clusters Score -115588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -115592.484375 Penalty: 682.548157
	Iteration 15Q: 3 clusters Score -115592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -115594.507812 Penalty: 682.548157
	Iteration 16Q: 3 clusters Score -115594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -115595.820312 Penalty: 682.548157
	Iteration 17Q: 3 clusters Score -115595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -115595.898438 Penalty: 682.548157
	Iteration 18Q: 3 clusters Score -115595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -115595.898438 Penalty: 682.548157
	Iteration 19F: 3 clusters Score -115595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 88808 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 84385 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 80766 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68165 members 
Mstep: Class 17 contains 15111 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 20003 members 
Mstep: Class 20 contains 57931 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 9744 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222144.000000 Penalty: 17752.757812
Iteration 119Q: 30 clusters Score -4.222214e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 88842 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 44314 members 
Mstep: Class 7 contains 41817 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 15741 members 
Mstep: Class 11 contains 84285 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 80920 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68170 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 1496 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 57954 members 
Mstep: Class 21 contains 8441 members 
Mstep: Class 22 contains 31220 members 
Mstep: Class 23 contains 7486 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 9715 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 20184 members 
Mstep: Class 29 contains 73460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222728.000000 Penalty: 17752.757812
Iteration 120F: 30 clusters Score -4.222273e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 88827 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44392 members 
Mstep: Class 7 contains 41604 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 15751 members 
Mstep: Class 11 contains 83982 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 80801 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68224 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 20455 members 
Mstep: Class 20 contains 57992 members 
Mstep: Class 21 contains 8481 members 
Mstep: Class 22 contains 31144 members 
Mstep: Class 23 contains 7396 members 
Mstep: Class 24 contains 2433 members 
Mstep: Class 25 contains 9691 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 20179 members 
Mstep: Class 29 contains 73684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223140.000000 Penalty: 17752.757812
Iteration 121Q: 30 clusters Score -4.222314e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 88804 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 893 members 
Mstep: Class 6 contains 44483 members 
Mstep: Class 7 contains 41354 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 10 contains 15754 members 
Mstep: Class 11 contains 83833 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 80700 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68219 members 
Mstep: Class 17 contains 15194 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 20656 members 
Mstep: Class 20 contains 58023 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 31080 members 
Mstep: Class 23 contains 7296 members 
Mstep: Class 24 contains 2435 members 
Mstep: Class 25 contains 9672 members 
Mstep: Class 26 contains 5068 members 
Mstep: Class 27 contains 1818 members 
Mstep: Class 28 contains 20171 members 
Mstep: Class 29 contains 73835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223568.000000 Penalty: 17752.757812
Iteration 122Q: 30 clusters Score -4.222357e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 88777 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 44556 members 
Mstep: Class 7 contains 41050 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 15760 members 
Mstep: Class 11 contains 83759 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4844 members 
Mstep: Class 14 contains 80630 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68180 members 
Mstep: Class 17 contains 15221 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 20859 members 
Mstep: Class 20 contains 58071 members 
Mstep: Class 21 contains 8569 members 
Mstep: Class 22 contains 31032 members 
Mstep: Class 23 contains 7182 members 
Mstep: Class 24 contains 2439 members 
Mstep: Class 25 contains 9651 members 
Mstep: Class 26 contains 5071 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 20149 members 
Mstep: Class 29 contains 73993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223600.000000 Penalty: 17752.757812
Iteration 123Q: 30 clusters Score -4.22236e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 88743 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 44646 members 
Mstep: Class 7 contains 40708 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 4758 members 
Mstep: Class 10 contains 15749 members 
Mstep: Class 11 contains 83766 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 80551 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68159 members 
Mstep: Class 17 contains 15242 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 58115 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 30978 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 2439 members 
Mstep: Class 25 contains 9641 members 
Mstep: Class 26 contains 5071 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 20149 members 
Mstep: Class 29 contains 74094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223800.000000 Penalty: 17752.757812
Iteration 124Q: 30 clusters Score -4.22238e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 88698 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 44730 members 
Mstep: Class 7 contains 40413 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 15734 members 
Mstep: Class 11 contains 83813 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 80501 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68117 members 
Mstep: Class 17 contains 15243 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 21277 members 
Mstep: Class 20 contains 58178 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 30926 members 
Mstep: Class 23 contains 6966 members 
Mstep: Class 24 contains 2446 members 
Mstep: Class 25 contains 9619 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 20137 members 
Mstep: Class 29 contains 74105 members 
Entering Unmasked Estep 
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Score: -42223868.000000 Penalty: 17752.757812
Iteration 125Q: 30 clusters Score -4.222387e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 88668 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 44816 members 
Mstep: Class 7 contains 40136 members 
Mstep: Class 8 contains 1539 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 15719 members 
Mstep: Class 11 contains 83835 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 80440 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 68083 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 21486 members 
Mstep: Class 20 contains 58232 members 
Mstep: Class 21 contains 8756 members 
Mstep: Class 22 contains 30885 members 
Mstep: Class 23 contains 6854 members 
Mstep: Class 24 contains 2449 members 
Mstep: Class 25 contains 9600 members 
Mstep: Class 26 contains 5076 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 20144 members 
Mstep: Class 29 contains 74106 members 
Entering Unmasked Estep 
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Score: -42224072.000000 Penalty: 17752.757812
Iteration 126Q: 30 clusters Score -4.222407e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 88646 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 44874 members 
Mstep: Class 7 contains 39937 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 15720 members 
Mstep: Class 11 contains 83825 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 80352 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 68067 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 21702 members 
Mstep: Class 20 contains 58290 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 9583 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 20161 members 
Mstep: Class 29 contains 74111 members 
Entering Unmasked Estep 
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Iteration 127Q: 30 clusters Score -4.222429e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 88619 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 44939 members 
Mstep: Class 7 contains 39732 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 15718 members 
Mstep: Class 11 contains 83851 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4883 members 
Mstep: Class 14 contains 80262 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 68033 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 21895 members 
Mstep: Class 20 contains 58335 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 30777 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 2444 members 
Mstep: Class 25 contains 9554 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 20163 members 
Mstep: Class 29 contains 74127 members 
Entering Unmasked Estep 
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Iteration 128Q: 30 clusters Score -4.222456e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 88607 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 45000 members 
Mstep: Class 7 contains 39557 members 
Mstep: Class 8 contains 1506 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 83887 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 80209 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67996 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 22086 members 
Mstep: Class 20 contains 58382 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 30739 members 
Mstep: Class 23 contains 6583 members 
Mstep: Class 24 contains 2449 members 
Mstep: Class 25 contains 9523 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 20130 members 
Mstep: Class 29 contains 74114 members 
Entering Unmasked Estep 
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Iteration 129Q: 30 clusters Score -4.22245e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 88593 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 45047 members 
Mstep: Class 7 contains 39404 members 
Mstep: Class 8 contains 1495 members 
Mstep: Class 9 contains 4767 members 
Mstep: Class 10 contains 15696 members 
Mstep: Class 11 contains 83895 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 80187 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67973 members 
Mstep: Class 17 contains 15283 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 22266 members 
Mstep: Class 20 contains 58428 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 9484 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 1847 members 
Mstep: Class 28 contains 20111 members 
Mstep: Class 29 contains 74090 members 
Entering Unmasked Estep 
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Score: -42224564.000000 Penalty: 17752.757812
Iteration 130Q: 30 clusters Score -4.222456e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 88576 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 45109 members 
Mstep: Class 7 contains 39256 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 4758 members 
Mstep: Class 10 contains 15690 members 
Mstep: Class 11 contains 83896 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 80180 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67925 members 
Mstep: Class 17 contains 15288 members 
Mstep: Class 18 contains 1495 members 
Mstep: Class 19 contains 22410 members 
Mstep: Class 20 contains 58455 members 
Mstep: Class 21 contains 9074 members 
Mstep: Class 22 contains 30659 members 
Mstep: Class 23 contains 6457 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 5114 members 
Mstep: Class 27 contains 1846 members 
Mstep: Class 28 contains 20094 members 
Mstep: Class 29 contains 74085 members 
Entering Unmasked Estep 
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Score: -42224908.000000 Penalty: 17752.757812
Iteration 131Q: 30 clusters Score -4.222491e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 88569 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 45169 members 
Mstep: Class 7 contains 39100 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 83907 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 80160 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67872 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 22568 members 
Mstep: Class 20 contains 58495 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 30609 members 
Mstep: Class 23 contains 6398 members 
Mstep: Class 24 contains 2499 members 
Mstep: Class 25 contains 9421 members 
Mstep: Class 26 contains 5119 members 
Mstep: Class 27 contains 1849 members 
Mstep: Class 28 contains 20079 members 
Mstep: Class 29 contains 74081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225016.000000 Penalty: 17752.757812
Iteration 132Q: 30 clusters Score -4.222502e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 88562 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 45231 members 
Mstep: Class 7 contains 38956 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 15655 members 
Mstep: Class 11 contains 83909 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 80142 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67836 members 
Mstep: Class 17 contains 15276 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 22725 members 
Mstep: Class 20 contains 58530 members 
Mstep: Class 21 contains 9266 members 
Mstep: Class 22 contains 30571 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 1851 members 
Mstep: Class 28 contains 20083 members 
Mstep: Class 29 contains 74038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225076.000000 Penalty: 17752.757812
Iteration 133Q: 30 clusters Score -4.222508e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4235 members 
Mstep: Class 3 contains 88572 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 45267 members 
Mstep: Class 7 contains 38831 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 83870 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 80131 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67821 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58562 members 
Mstep: Class 21 contains 9358 members 
Mstep: Class 22 contains 30528 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 9381 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 20084 members 
Mstep: Class 29 contains 74010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225220.000000 Penalty: 17752.757812
Iteration 134Q: 30 clusters Score -4.222522e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 88551 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 45307 members 
Mstep: Class 7 contains 38736 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 83863 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 80100 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67789 members 
Mstep: Class 17 contains 15282 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 23078 members 
Mstep: Class 20 contains 58593 members 
Mstep: Class 21 contains 9431 members 
Mstep: Class 22 contains 30488 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 5119 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 20074 members 
Mstep: Class 29 contains 73989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225460.000000 Penalty: 17752.757812
Iteration 135Q: 30 clusters Score -4.222546e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 88530 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 45340 members 
Mstep: Class 7 contains 38668 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 83845 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4757 members 
Mstep: Class 14 contains 80047 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67764 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 23222 members 
Mstep: Class 20 contains 58614 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 30455 members 
Mstep: Class 23 contains 6223 members 
Mstep: Class 24 contains 2530 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 20058 members 
Mstep: Class 29 contains 74002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225396.000000 Penalty: 17752.757812
Iteration 136Q: 30 clusters Score -4.22254e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 88524 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 38595 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 15614 members 
Mstep: Class 11 contains 83847 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 79967 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 67732 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 23365 members 
Mstep: Class 20 contains 58631 members 
Mstep: Class 21 contains 9556 members 
Mstep: Class 22 contains 30419 members 
Mstep: Class 23 contains 6191 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 9342 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 20056 members 
Mstep: Class 29 contains 73997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225640.000000 Penalty: 17752.757812
Iteration 137Q: 30 clusters Score -4.222564e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 88540 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 38511 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 15611 members 
Mstep: Class 11 contains 83830 members 
Mstep: Class 12 contains 73 members 
Mstep: Class 13 contains 4788 members 
Mstep: Class 14 contains 79919 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 67694 members 
Mstep: Class 17 contains 15267 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 23512 members 
Mstep: Class 20 contains 58646 members 
Mstep: Class 21 contains 9622 members 
Mstep: Class 22 contains 30381 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 9339 members 
Mstep: Class 26 contains 5119 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 20046 members 
Mstep: Class 29 contains 74014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225832.000000 Penalty: 17752.757812
Iteration 138Q: 30 clusters Score -4.222583e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 88561 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 45404 members 
Mstep: Class 7 contains 38423 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 15600 members 
Mstep: Class 11 contains 83811 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4786 members 
Mstep: Class 14 contains 79892 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 67645 members 
Mstep: Class 17 contains 15267 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 23643 members 
Mstep: Class 20 contains 58660 members 
Mstep: Class 21 contains 9687 members 
Mstep: Class 22 contains 30352 members 
Mstep: Class 23 contains 6135 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 9340 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 20038 members 
Mstep: Class 29 contains 74031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225992.000000 Penalty: 17752.757812
Iteration 139Q: 30 clusters Score -4.222599e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 88577 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 38329 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 15601 members 
Mstep: Class 11 contains 83823 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 79899 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 67571 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 23779 members 
Mstep: Class 20 contains 58686 members 
Mstep: Class 21 contains 9756 members 
Mstep: Class 22 contains 30323 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 2535 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 20034 members 
Mstep: Class 29 contains 74050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226136.000000 Penalty: 17752.757812
Iteration 140F: 30 clusters Score -4.222614e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 88567 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 45446 members 
Mstep: Class 7 contains 38261 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 4553 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 83863 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4757 members 
Mstep: Class 14 contains 79884 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 67529 members 
Mstep: Class 17 contains 15212 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 23892 members 
Mstep: Class 20 contains 58707 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 30297 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 9306 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 20011 members 
Mstep: Class 29 contains 74026 members 
Entering Unmasked Estep 
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Score: -42226424.000000 Penalty: 17752.757812
Iteration 141Q: 30 clusters Score -4.222642e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 88568 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 45465 members 
Mstep: Class 7 contains 38178 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 15587 members 
Mstep: Class 11 contains 83880 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 111 members 
Mstep: Class 16 contains 67456 members 
Mstep: Class 17 contains 15170 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 24009 members 
Mstep: Class 20 contains 58720 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 30265 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 9285 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 20010 members 
Mstep: Class 29 contains 74016 members 
Entering Unmasked Estep 
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Score: -42226448.000000 Penalty: 17752.757812
Iteration 142Q: 30 clusters Score -4.222645e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 88561 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 45491 members 
Mstep: Class 7 contains 38095 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 83885 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 79887 members 
Mstep: Class 15 contains 110 members 
Mstep: Class 16 contains 67383 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 24142 members 
Mstep: Class 20 contains 58736 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 30238 members 
Mstep: Class 23 contains 6035 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 9269 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 20005 members 
Mstep: Class 29 contains 74015 members 
Entering Unmasked Estep 
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Iteration 143Q: 30 clusters Score -4.222652e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 88577 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 45515 members 
Mstep: Class 7 contains 38036 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 4481 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 83859 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4739 members 
Mstep: Class 14 contains 79876 members 
Mstep: Class 15 contains 110 members 
Mstep: Class 16 contains 67324 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 24251 members 
Mstep: Class 20 contains 58757 members 
Mstep: Class 21 contains 10086 members 
Mstep: Class 22 contains 30223 members 
Mstep: Class 23 contains 6010 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 9241 members 
Mstep: Class 26 contains 5119 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 19995 members 
Mstep: Class 29 contains 74028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226712.000000 Penalty: 17752.757812
Iteration 144Q: 30 clusters Score -4.222671e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 88580 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 45539 members 
Mstep: Class 7 contains 37987 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 15477 members 
Mstep: Class 11 contains 83825 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 14 contains 79934 members 
Mstep: Class 15 contains 109 members 
Mstep: Class 16 contains 67224 members 
Mstep: Class 17 contains 15130 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 24364 members 
Mstep: Class 20 contains 58772 members 
Mstep: Class 21 contains 10162 members 
Mstep: Class 22 contains 30201 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 9215 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 19983 members 
Mstep: Class 29 contains 74030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226668.000000 Penalty: 17752.757812
Iteration 145Q: 30 clusters Score -4.222667e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 88591 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 45554 members 
Mstep: Class 7 contains 37955 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 83807 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 79978 members 
Mstep: Class 15 contains 108 members 
Mstep: Class 16 contains 67130 members 
Mstep: Class 17 contains 15128 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 24471 members 
Mstep: Class 20 contains 58787 members 
Mstep: Class 21 contains 10243 members 
Mstep: Class 22 contains 30168 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 9192 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 19972 members 
Mstep: Class 29 contains 74034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226748.000000 Penalty: 17752.757812
Iteration 146Q: 30 clusters Score -4.222675e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 88594 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 45567 members 
Mstep: Class 7 contains 37911 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 4393 members 
Mstep: Class 10 contains 15416 members 
Mstep: Class 11 contains 83792 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 80039 members 
Mstep: Class 15 contains 107 members 
Mstep: Class 16 contains 67029 members 
Mstep: Class 17 contains 15115 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 24569 members 
Mstep: Class 20 contains 58814 members 
Mstep: Class 21 contains 10339 members 
Mstep: Class 22 contains 30141 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 9170 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 19978 members 
Mstep: Class 29 contains 74044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226728.000000 Penalty: 17752.757812
Iteration 147Q: 30 clusters Score -4.222673e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 88604 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 37873 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 83769 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 80044 members 
Mstep: Class 15 contains 107 members 
Mstep: Class 16 contains 66944 members 
Mstep: Class 17 contains 15105 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 24660 members 
Mstep: Class 20 contains 58831 members 
Mstep: Class 21 contains 10451 members 
Mstep: Class 22 contains 30119 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 9152 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 19984 members 
Mstep: Class 29 contains 74034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226856.000000 Penalty: 17752.757812
Iteration 148Q: 30 clusters Score -4.222686e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 88596 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 45644 members 
Mstep: Class 7 contains 37831 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4320 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 83784 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 80049 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66851 members 
Mstep: Class 17 contains 15069 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 24743 members 
Mstep: Class 20 contains 58849 members 
Mstep: Class 21 contains 10562 members 
Mstep: Class 22 contains 30093 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 9137 members 
Mstep: Class 26 contains 5125 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 19991 members 
Mstep: Class 29 contains 74037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226880.000000 Penalty: 17752.757812
Iteration 149Q: 30 clusters Score -4.222688e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 88612 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 45677 members 
Mstep: Class 7 contains 37801 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 15319 members 
Mstep: Class 11 contains 83776 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 79989 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66771 members 
Mstep: Class 17 contains 15026 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 20 contains 58868 members 
Mstep: Class 21 contains 10676 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 5875 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 9126 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 19998 members 
Mstep: Class 29 contains 74072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226892.000000 Penalty: 17752.757812
Iteration 150Q: 30 clusters Score -4.222689e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 88625 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 45692 members 
Mstep: Class 7 contains 37761 members 
Mstep: Class 8 contains 1415 members 
Mstep: Class 9 contains 4256 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 83755 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 79915 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66693 members 
Mstep: Class 17 contains 15002 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 24948 members 
Mstep: Class 20 contains 58889 members 
Mstep: Class 21 contains 10775 members 
Mstep: Class 22 contains 30028 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 2562 members 
Mstep: Class 25 contains 9113 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 20010 members 
Mstep: Class 29 contains 74132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227012.000000 Penalty: 17752.757812
Iteration 151Q: 30 clusters Score -4.222701e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 88642 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 45701 members 
Mstep: Class 7 contains 37726 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 10 contains 15248 members 
Mstep: Class 11 contains 83752 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 79828 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 14991 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 25053 members 
Mstep: Class 20 contains 58906 members 
Mstep: Class 21 contains 10865 members 
Mstep: Class 22 contains 30006 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 20014 members 
Mstep: Class 29 contains 74195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227116.000000 Penalty: 17752.757812
Iteration 152Q: 30 clusters Score -4.222712e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 88666 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 45707 members 
Mstep: Class 7 contains 37691 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 83763 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 79754 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66514 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 25147 members 
Mstep: Class 20 contains 58927 members 
Mstep: Class 21 contains 10958 members 
Mstep: Class 22 contains 29982 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 20031 members 
Mstep: Class 29 contains 74239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227184.000000 Penalty: 17752.757812
Iteration 153Q: 30 clusters Score -4.222718e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 88702 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 45720 members 
Mstep: Class 7 contains 37645 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 15194 members 
Mstep: Class 11 contains 83753 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 14 contains 79711 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66412 members 
Mstep: Class 17 contains 14961 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 25242 members 
Mstep: Class 20 contains 58942 members 
Mstep: Class 21 contains 11060 members 
Mstep: Class 22 contains 29956 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 9063 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 20042 members 
Mstep: Class 29 contains 74278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227200.000000 Penalty: 17752.757812
Iteration 154Q: 30 clusters Score -4.22272e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 88722 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 45724 members 
Mstep: Class 7 contains 37599 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 83770 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 79679 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66298 members 
Mstep: Class 17 contains 14961 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 25322 members 
Mstep: Class 20 contains 58956 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 29935 members 
Mstep: Class 23 contains 5792 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 20048 members 
Mstep: Class 29 contains 74328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227056.000000 Penalty: 17752.757812
Iteration 155Q: 30 clusters Score -4.222706e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 88752 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 45727 members 
Mstep: Class 7 contains 37561 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 15129 members 
Mstep: Class 11 contains 83790 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 79670 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66185 members 
Mstep: Class 17 contains 14953 members 
Mstep: Class 18 contains 1450 members 
Mstep: Class 19 contains 25389 members 
Mstep: Class 20 contains 58960 members 
Mstep: Class 21 contains 11226 members 
Mstep: Class 22 contains 29924 members 
Mstep: Class 23 contains 5786 members 
Mstep: Class 24 contains 2505 members 
Mstep: Class 25 contains 9014 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 20051 members 
Mstep: Class 29 contains 74369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227076.000000 Penalty: 17752.757812
Iteration 156Q: 30 clusters Score -4.222708e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 88778 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 45720 members 
Mstep: Class 7 contains 37521 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 4139 members 
Mstep: Class 10 contains 15092 members 
Mstep: Class 11 contains 83797 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4760 members 
Mstep: Class 14 contains 79661 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66105 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 25448 members 
Mstep: Class 20 contains 58970 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 29905 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 2502 members 
Mstep: Class 25 contains 8983 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 20069 members 
Mstep: Class 29 contains 74375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226944.000000 Penalty: 17752.757812
Iteration 157Q: 30 clusters Score -4.222694e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 88791 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 45716 members 
Mstep: Class 7 contains 37487 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 4126 members 
Mstep: Class 10 contains 15054 members 
Mstep: Class 11 contains 83803 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 79671 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66015 members 
Mstep: Class 17 contains 14930 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 58973 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 29886 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 2499 members 
Mstep: Class 25 contains 8963 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 20082 members 
Mstep: Class 29 contains 74374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227048.000000 Penalty: 17752.757812
Iteration 158Q: 30 clusters Score -4.222705e+07 nChanged 987
Entering ConstructFrom: 
Score: -42227048.000000 Penalty: 17752.757812
Entering ConstructFrom: 
Trying to split cluster 1 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -67217.875000 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -67217.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66395.234375 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -66395.23 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66613.882812 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -66613.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66650.234375 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -66650.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66674.578125 Penalty: 632.698303
	Iteration 3Q: 3 clusters Score -66674.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66699.429688 Penalty: 632.698303
	Iteration 4Q: 3 clusters Score -66699.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66712.406250 Penalty: 632.698303
	Iteration 5Q: 3 clusters Score -66712.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66724.890625 Penalty: 632.698303
	Iteration 6Q: 3 clusters Score -66724.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66735.570312 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -66735.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66759.437500 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -66759.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66791.992188 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -66791.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66817.218750 Penalty: 632.698303
	Iteration 10Q: 3 clusters Score -66817.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66836.179688 Penalty: 632.698303
	Iteration 11Q: 3 clusters Score -66836.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66856.078125 Penalty: 632.698303
	Iteration 12Q: 3 clusters Score -66856.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66872.335938 Penalty: 632.698303
	Iteration 13Q: 3 clusters Score -66872.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66888.718750 Penalty: 632.698303
	Iteration 14Q: 3 clusters Score -66888.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66901.578125 Penalty: 632.698303
	Iteration 15Q: 3 clusters Score -66901.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66905.992188 Penalty: 632.698303
	Iteration 16Q: 3 clusters Score -66905.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66908.015625 Penalty: 632.698303
	Iteration 17Q: 3 clusters Score -66908.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66909.757812 Penalty: 632.698303
	Iteration 18Q: 3 clusters Score -66909.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66911.648438 Penalty: 632.698303
	Iteration 19Q: 3 clusters Score -66911.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66912.296875 Penalty: 632.698303
	Iteration 20F: 3 clusters Score -66912.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -240504.218750 Penalty: 380.308655
	Iteration 0F: 2 clusters Score -240504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -237657.828125 Penalty: 760.617310
	Iteration 0F: 3 clusters Score -237657.8 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -238880.046875 Penalty: 760.617310
	Iteration 1F: 3 clusters Score -238880 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -239169.109375 Penalty: 760.617310
	Iteration 2F: 3 clusters Score -239169.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -239505.562500 Penalty: 760.617310
	Iteration 3F: 3 clusters Score -239505.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -239792.625000 Penalty: 760.617310
	Iteration 4F: 3 clusters Score -239792.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -239959.468750 Penalty: 760.617310
	Iteration 5F: 3 clusters Score -239959.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -240050.921875 Penalty: 760.617310
	Iteration 6Q: 3 clusters Score -240050.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -240110.984375 Penalty: 760.617310
	Iteration 7Q: 3 clusters Score -240111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -240158.671875 Penalty: 760.617310
	Iteration 8Q: 3 clusters Score -240158.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -240190.171875 Penalty: 760.617310
	Iteration 9Q: 3 clusters Score -240190.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -240214.859375 Penalty: 760.617310
	Iteration 10Q: 3 clusters Score -240214.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -240243.546875 Penalty: 760.617310
	Iteration 11Q: 3 clusters Score -240243.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -240270.250000 Penalty: 760.617310
	Iteration 12Q: 3 clusters Score -240270.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -240289.359375 Penalty: 760.617310
	Iteration 13Q: 3 clusters Score -240289.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -240309.578125 Penalty: 760.617310
	Iteration 14Q: 3 clusters Score -240309.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -240324.718750 Penalty: 760.617310
	Iteration 15Q: 3 clusters Score -240324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -240332.250000 Penalty: 760.617310
	Iteration 16Q: 3 clusters Score -240332.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -240333.828125 Penalty: 760.617310
	Iteration 17Q: 3 clusters Score -240333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -240336.046875 Penalty: 760.617310
	Iteration 18Q: 3 clusters Score -240336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -240337.046875 Penalty: 760.617310
	Iteration 19Q: 3 clusters Score -240337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -240340.031250 Penalty: 760.617310
	Iteration 20F: 3 clusters Score -240340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -240339.921875 Penalty: 760.617310
	Iteration 21Q: 3 clusters Score -240339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -240340.171875 Penalty: 760.617310
	Iteration 22Q: 3 clusters Score -240340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -240340.625000 Penalty: 760.617310
	Iteration 23Q: 3 clusters Score -240340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -240340.625000 Penalty: 760.617310
	Iteration 24Q: 3 clusters Score -240340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -240340.781250 Penalty: 760.617310
	Iteration 25Q: 3 clusters Score -240340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -240341.468750 Penalty: 760.617310
	Iteration 26Q: 3 clusters Score -240341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -240341.671875 Penalty: 760.617310
	Iteration 27Q: 3 clusters Score -240341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -240341.921875 Penalty: 760.617310
	Iteration 28Q: 3 clusters Score -240341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -240341.921875 Penalty: 760.617310
	Iteration 29F: 3 clusters Score -240341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Entering Unmasked Estep 
Score: -5521303.500000 Penalty: 518.447815
	Iteration 0F: 2 clusters Score -5521304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5469981.000000 Penalty: 1036.895630
	Iteration 0F: 3 clusters Score -5469981 nChanged 43570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -5498572.500000 Penalty: 1036.895630
	Iteration 1F: 3 clusters Score -5498572 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -5503221.500000 Penalty: 1036.895630
	Iteration 2F: 3 clusters Score -5503222 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -5509870.000000 Penalty: 1036.895630
	Iteration 3F: 3 clusters Score -5509870 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -5516320.000000 Penalty: 1036.895630
	Iteration 4F: 3 clusters Score -5516320 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -5520200.500000 Penalty: 1036.895630
	Iteration 5F: 3 clusters Score -5520200 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -5521953.500000 Penalty: 1036.895630
	Iteration 6Q: 3 clusters Score -5521954 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -5522968.500000 Penalty: 1036.895630
	Iteration 7Q: 3 clusters Score -5522968 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -5523946.000000 Penalty: 1036.895630
	Iteration 8Q: 3 clusters Score -5523946 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -5524644.500000 Penalty: 1036.895630
	Iteration 9Q: 3 clusters Score -5524644 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -5525089.000000 Penalty: 1036.895630
	Iteration 10Q: 3 clusters Score -5525089 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -5525144.000000 Penalty: 1036.895630
	Iteration 11Q: 3 clusters Score -5525144 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -5524970.000000 Penalty: 1036.895630
	Iteration 12Q: 3 clusters Score -5524970 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -5524460.500000 Penalty: 1036.895630
	Iteration 13Q: 3 clusters Score -5524460 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -5523963.000000 Penalty: 1036.895630
	Iteration 14Q: 3 clusters Score -5523963 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -5523580.500000 Penalty: 1036.895630
	Iteration 15Q: 3 clusters Score -5523580 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -5523265.000000 Penalty: 1036.895630
	Iteration 16Q: 3 clusters Score -5523265 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -5522989.000000 Penalty: 1036.895630
	Iteration 17Q: 3 clusters Score -5522989 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -5522742.500000 Penalty: 1036.895630
	Iteration 18Q: 3 clusters Score -5522742 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -5522565.000000 Penalty: 1036.895630
	Iteration 19Q: 3 clusters Score -5522565 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -5522410.500000 Penalty: 1036.895630
	Iteration 20F: 3 clusters Score -5522410 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -5522337.000000 Penalty: 1036.895630
	Iteration 21Q: 3 clusters Score -5522337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -5522160.500000 Penalty: 1036.895630
	Iteration 22Q: 3 clusters Score -5522160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -5522041.000000 Penalty: 1036.895630
	Iteration 23Q: 3 clusters Score -5522041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -5521968.500000 Penalty: 1036.895630
	Iteration 24Q: 3 clusters Score -5521968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -5521886.000000 Penalty: 1036.895630
	Iteration 25Q: 3 clusters Score -5521886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -5521822.000000 Penalty: 1036.895630
	Iteration 26Q: 3 clusters Score -5521822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -5521789.500000 Penalty: 1036.895630
	Iteration 27Q: 3 clusters Score -5521790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
Score: -5521794.000000 Penalty: 1036.895630
	Iteration 28Q: 3 clusters Score -5521794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -5521775.000000 Penalty: 1036.895630
	Iteration 29Q: 3 clusters Score -5521775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 87869 members 
Entering Unmasked Estep 
Score: -5521755.000000 Penalty: 1036.895630
	Iteration 30Q: 3 clusters Score -5521755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -5521736.500000 Penalty: 1036.895630
	Iteration 31Q: 3 clusters Score -5521736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -5521726.500000 Penalty: 1036.895630
	Iteration 32Q: 3 clusters Score -5521726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -5521690.500000 Penalty: 1036.895630
	Iteration 33Q: 3 clusters Score -5521690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -5521659.500000 Penalty: 1036.895630
	Iteration 34Q: 3 clusters Score -5521660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -5521640.000000 Penalty: 1036.895630
	Iteration 35Q: 3 clusters Score -5521640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -5521639.500000 Penalty: 1036.895630
	Iteration 36Q: 3 clusters Score -5521640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -5521629.000000 Penalty: 1036.895630
	Iteration 37Q: 3 clusters Score -5521629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -5521608.500000 Penalty: 1036.895630
	Iteration 38Q: 3 clusters Score -5521608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -5521601.000000 Penalty: 1036.895630
	Iteration 39Q: 3 clusters Score -5521601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -5521596.500000 Penalty: 1036.895630
	Iteration 40F: 3 clusters Score -5521596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -5521597.000000 Penalty: 1036.895630
	Iteration 41Q: 3 clusters Score -5521597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -5521596.500000 Penalty: 1036.895630
	Iteration 42Q: 3 clusters Score -5521596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -5521571.500000 Penalty: 1036.895630
	Iteration 43Q: 3 clusters Score -5521572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -5521570.000000 Penalty: 1036.895630
	Iteration 44Q: 3 clusters Score -5521570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -5521555.000000 Penalty: 1036.895630
	Iteration 45Q: 3 clusters Score -5521555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -5521564.500000 Penalty: 1036.895630
	Iteration 46Q: 3 clusters Score -5521564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -5521543.500000 Penalty: 1036.895630
	Iteration 47Q: 3 clusters Score -5521544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -5521547.500000 Penalty: 1036.895630
	Iteration 48Q: 3 clusters Score -5521548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -5521524.500000 Penalty: 1036.895630
	Iteration 49Q: 3 clusters Score -5521524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -5521507.500000 Penalty: 1036.895630
	Iteration 50Q: 3 clusters Score -5521508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -5521494.000000 Penalty: 1036.895630
	Iteration 51Q: 3 clusters Score -5521494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -5521486.500000 Penalty: 1036.895630
	Iteration 52Q: 3 clusters Score -5521486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -5521492.000000 Penalty: 1036.895630
	Iteration 53Q: 3 clusters Score -5521492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -5521513.000000 Penalty: 1036.895630
	Iteration 54Q: 3 clusters Score -5521513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -5521519.500000 Penalty: 1036.895630
	Iteration 55Q: 3 clusters Score -5521520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -5521519.000000 Penalty: 1036.895630
	Iteration 56Q: 3 clusters Score -5521519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -5521529.000000 Penalty: 1036.895630
	Iteration 57Q: 3 clusters Score -5521529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -5521532.000000 Penalty: 1036.895630
	Iteration 58Q: 3 clusters Score -5521532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -5521533.500000 Penalty: 1036.895630
	Iteration 59Q: 3 clusters Score -5521534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -5521543.500000 Penalty: 1036.895630
	Iteration 60F: 3 clusters Score -5521544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -5521536.500000 Penalty: 1036.895630
	Iteration 61Q: 3 clusters Score -5521536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -5521527.500000 Penalty: 1036.895630
	Iteration 62Q: 3 clusters Score -5521528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -5521524.000000 Penalty: 1036.895630
	Iteration 63Q: 3 clusters Score -5521524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -5521524.500000 Penalty: 1036.895630
	Iteration 64Q: 3 clusters Score -5521524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -5521523.000000 Penalty: 1036.895630
	Iteration 65Q: 3 clusters Score -5521523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -5521523.000000 Penalty: 1036.895630
	Iteration 66F: 3 clusters Score -5521523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 37468 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 83843 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 79665 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65908 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 25546 members 
Mstep: Class 20 contains 58976 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 20094 members 
Mstep: Class 29 contains 74371 members 
Mstep: Class 30 contains 88224 members 
Entering Unmasked Estep 
Score: -42227140.000000 Penalty: 18364.921875
Splitting cluster 3 changes total score from -42227048.000000 to -42227140.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 4 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -53185.820312 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -53185.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -52373.644531 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -52373.64 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -52661.433594 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -52661.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52783.945312 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -52783.95 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -52902.746094 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -52902.75 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53007.046875 Penalty: 632.436951
	Iteration 4F: 3 clusters Score -53007.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53056.230469 Penalty: 632.436951
	Iteration 5F: 3 clusters Score -53056.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53074.609375 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -53074.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53083.328125 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -53083.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53089.281250 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -53089.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53091.343750 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -53091.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -53093.832031 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -53093.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53097.234375 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -53097.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53098.878906 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -53098.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53099.062500 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -53099.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53099.062500 Penalty: 632.436951
	Iteration 14F: 3 clusters Score -53099.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -170268.875000 Penalty: 357.532990
	Iteration 0F: 2 clusters Score -170268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -168430.031250 Penalty: 715.065979
	Iteration 0F: 3 clusters Score -168430 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -169036.265625 Penalty: 715.065979
	Iteration 1F: 3 clusters Score -169036.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -169102.593750 Penalty: 715.065979
	Iteration 2F: 3 clusters Score -169102.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -169146.375000 Penalty: 715.065979
	Iteration 3Q: 3 clusters Score -169146.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -169178.125000 Penalty: 715.065979
	Iteration 4Q: 3 clusters Score -169178.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -169207.484375 Penalty: 715.065979
	Iteration 5Q: 3 clusters Score -169207.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -169238.015625 Penalty: 715.065979
	Iteration 6Q: 3 clusters Score -169238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -169281.890625 Penalty: 715.065979
	Iteration 7Q: 3 clusters Score -169281.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -169334.734375 Penalty: 715.065979
	Iteration 8Q: 3 clusters Score -169334.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -169412.078125 Penalty: 715.065979
	Iteration 9Q: 3 clusters Score -169412.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -169510.984375 Penalty: 715.065979
	Iteration 10Q: 3 clusters Score -169511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -169609.421875 Penalty: 715.065979
	Iteration 11Q: 3 clusters Score -169609.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -169680.406250 Penalty: 715.065979
	Iteration 12Q: 3 clusters Score -169680.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -169716.750000 Penalty: 715.065979
	Iteration 13Q: 3 clusters Score -169716.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -169745.921875 Penalty: 715.065979
	Iteration 14Q: 3 clusters Score -169745.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -169764.453125 Penalty: 715.065979
	Iteration 15Q: 3 clusters Score -169764.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -169778.546875 Penalty: 715.065979
	Iteration 16Q: 3 clusters Score -169778.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169789.234375 Penalty: 715.065979
	Iteration 17Q: 3 clusters Score -169789.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -169794.875000 Penalty: 715.065979
	Iteration 18Q: 3 clusters Score -169794.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -169800.000000 Penalty: 715.065979
	Iteration 19Q: 3 clusters Score -169800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -169802.156250 Penalty: 715.065979
	Iteration 20F: 3 clusters Score -169802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -169805.265625 Penalty: 715.065979
	Iteration 21Q: 3 clusters Score -169805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -169806.437500 Penalty: 715.065979
	Iteration 22Q: 3 clusters Score -169806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -169807.421875 Penalty: 715.065979
	Iteration 23Q: 3 clusters Score -169807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -169809.468750 Penalty: 715.065979
	Iteration 24Q: 3 clusters Score -169809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -169811.046875 Penalty: 715.065979
	Iteration 25Q: 3 clusters Score -169811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -169811.156250 Penalty: 715.065979
	Iteration 26Q: 3 clusters Score -169811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -169811.859375 Penalty: 715.065979
	Iteration 27Q: 3 clusters Score -169811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -169812.078125 Penalty: 715.065979
	Iteration 28Q: 3 clusters Score -169812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -169812.500000 Penalty: 715.065979
	Iteration 29Q: 3 clusters Score -169812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -169812.812500 Penalty: 715.065979
	Iteration 30Q: 3 clusters Score -169812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -169812.656250 Penalty: 715.065979
	Iteration 31Q: 3 clusters Score -169812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -169812.656250 Penalty: 715.065979
	Iteration 32F: 3 clusters Score -169812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Entering Unmasked Estep 
Score: -3018506.500000 Penalty: 488.230255
	Iteration 0F: 2 clusters Score -3018506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2988617.250000 Penalty: 976.460510
	Iteration 0F: 3 clusters Score -2988617 nChanged 22095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3001993.750000 Penalty: 976.460510
	Iteration 1F: 3 clusters Score -3001994 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3002677.250000 Penalty: 976.460510
	Iteration 2Q: 3 clusters Score -3002677 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3003481.000000 Penalty: 976.460510
	Iteration 3Q: 3 clusters Score -3003481 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3004555.250000 Penalty: 976.460510
	Iteration 4Q: 3 clusters Score -3004555 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3005914.000000 Penalty: 976.460510
	Iteration 5F: 3 clusters Score -3005914 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3007424.500000 Penalty: 976.460510
	Iteration 6F: 3 clusters Score -3007424 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3009137.250000 Penalty: 976.460510
	Iteration 7F: 3 clusters Score -3009137 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3011030.250000 Penalty: 976.460510
	Iteration 8F: 3 clusters Score -3011030 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3012818.000000 Penalty: 976.460510
	Iteration 9F: 3 clusters Score -3012818 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3014251.750000 Penalty: 976.460510
	Iteration 10F: 3 clusters Score -3014252 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3015305.250000 Penalty: 976.460510
	Iteration 11Q: 3 clusters Score -3015305 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3016294.500000 Penalty: 976.460510
	Iteration 12Q: 3 clusters Score -3016294 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3017052.000000 Penalty: 976.460510
	Iteration 13Q: 3 clusters Score -3017052 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3017496.750000 Penalty: 976.460510
	Iteration 14Q: 3 clusters Score -3017497 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3017738.250000 Penalty: 976.460510
	Iteration 15Q: 3 clusters Score -3017738 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3017868.250000 Penalty: 976.460510
	Iteration 16Q: 3 clusters Score -3017868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3017930.000000 Penalty: 976.460510
	Iteration 17Q: 3 clusters Score -3017930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3017975.000000 Penalty: 976.460510
	Iteration 18Q: 3 clusters Score -3017975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3017998.500000 Penalty: 976.460510
	Iteration 19Q: 3 clusters Score -3017998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3018017.500000 Penalty: 976.460510
	Iteration 20F: 3 clusters Score -3018018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3018027.750000 Penalty: 976.460510
	Iteration 21Q: 3 clusters Score -3018028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3018032.500000 Penalty: 976.460510
	Iteration 22Q: 3 clusters Score -3018032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3018037.750000 Penalty: 976.460510
	Iteration 23Q: 3 clusters Score -3018038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3018042.750000 Penalty: 976.460510
	Iteration 24Q: 3 clusters Score -3018043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3018050.000000 Penalty: 976.460510
	Iteration 25Q: 3 clusters Score -3018050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3018050.250000 Penalty: 976.460510
	Iteration 26Q: 3 clusters Score -3018050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3018057.000000 Penalty: 976.460510
	Iteration 27Q: 3 clusters Score -3018057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3018058.250000 Penalty: 976.460510
	Iteration 28Q: 3 clusters Score -3018058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3018059.500000 Penalty: 976.460510
	Iteration 29Q: 3 clusters Score -3018060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3018064.250000 Penalty: 976.460510
	Iteration 30Q: 3 clusters Score -3018064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3018064.250000 Penalty: 976.460510
	Iteration 31Q: 3 clusters Score -3018064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3018071.750000 Penalty: 976.460510
	Iteration 32Q: 3 clusters Score -3018072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3018077.000000 Penalty: 976.460510
	Iteration 33Q: 3 clusters Score -3018077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3018076.500000 Penalty: 976.460510
	Iteration 34Q: 3 clusters Score -3018076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3018076.500000 Penalty: 976.460510
	Iteration 35Q: 3 clusters Score -3018076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3018077.250000 Penalty: 976.460510
	Iteration 36Q: 3 clusters Score -3018077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3018078.500000 Penalty: 976.460510
	Iteration 37Q: 3 clusters Score -3018078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3018081.750000 Penalty: 976.460510
	Iteration 38Q: 3 clusters Score -3018082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3018083.500000 Penalty: 976.460510
	Iteration 39Q: 3 clusters Score -3018084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3018082.000000 Penalty: 976.460510
	Iteration 40F: 3 clusters Score -3018082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3018086.000000 Penalty: 976.460510
	Iteration 41Q: 3 clusters Score -3018086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3018086.000000 Penalty: 976.460510
	Iteration 42Q: 3 clusters Score -3018086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3018086.000000 Penalty: 976.460510
	Iteration 43F: 3 clusters Score -3018086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Entering Unmasked Estep 
Score: -2468285.500000 Penalty: 479.171539
	Iteration 0F: 2 clusters Score -2468286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2444158.250000 Penalty: 958.343079
	Iteration 0F: 3 clusters Score -2444158 nChanged 18111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2455640.750000 Penalty: 958.343079
	Iteration 1F: 3 clusters Score -2455641 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2456838.250000 Penalty: 958.343079
	Iteration 2F: 3 clusters Score -2456838 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2458586.000000 Penalty: 958.343079
	Iteration 3F: 3 clusters Score -2458586 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2460674.500000 Penalty: 958.343079
	Iteration 4F: 3 clusters Score -2460674 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2462336.750000 Penalty: 958.343079
	Iteration 5F: 3 clusters Score -2462337 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2463157.750000 Penalty: 958.343079
	Iteration 6Q: 3 clusters Score -2463158 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2463512.500000 Penalty: 958.343079
	Iteration 7Q: 3 clusters Score -2463512 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2463781.250000 Penalty: 958.343079
	Iteration 8Q: 3 clusters Score -2463781 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2464064.250000 Penalty: 958.343079
	Iteration 9Q: 3 clusters Score -2464064 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2464324.750000 Penalty: 958.343079
	Iteration 10Q: 3 clusters Score -2464325 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2464609.750000 Penalty: 958.343079
	Iteration 11Q: 3 clusters Score -2464610 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2464925.750000 Penalty: 958.343079
	Iteration 12Q: 3 clusters Score -2464926 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2465249.250000 Penalty: 958.343079
	Iteration 13Q: 3 clusters Score -2465249 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2465551.500000 Penalty: 958.343079
	Iteration 14Q: 3 clusters Score -2465552 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2465806.750000 Penalty: 958.343079
	Iteration 15Q: 3 clusters Score -2465807 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2466042.500000 Penalty: 958.343079
	Iteration 16Q: 3 clusters Score -2466042 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2466273.500000 Penalty: 958.343079
	Iteration 17Q: 3 clusters Score -2466274 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2466492.500000 Penalty: 958.343079
	Iteration 18Q: 3 clusters Score -2466492 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2466699.750000 Penalty: 958.343079
	Iteration 19Q: 3 clusters Score -2466700 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2466898.750000 Penalty: 958.343079
	Iteration 20F: 3 clusters Score -2466899 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2467070.750000 Penalty: 958.343079
	Iteration 21Q: 3 clusters Score -2467071 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2467209.500000 Penalty: 958.343079
	Iteration 22Q: 3 clusters Score -2467210 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2467312.500000 Penalty: 958.343079
	Iteration 23Q: 3 clusters Score -2467312 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2467416.000000 Penalty: 958.343079
	Iteration 24Q: 3 clusters Score -2467416 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2467493.000000 Penalty: 958.343079
	Iteration 25Q: 3 clusters Score -2467493 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2467549.750000 Penalty: 958.343079
	Iteration 26Q: 3 clusters Score -2467550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2467595.250000 Penalty: 958.343079
	Iteration 27Q: 3 clusters Score -2467595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2467646.750000 Penalty: 958.343079
	Iteration 28Q: 3 clusters Score -2467647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2467684.250000 Penalty: 958.343079
	Iteration 29Q: 3 clusters Score -2467684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2467717.000000 Penalty: 958.343079
	Iteration 30Q: 3 clusters Score -2467717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2467738.500000 Penalty: 958.343079
	Iteration 31Q: 3 clusters Score -2467738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2467773.750000 Penalty: 958.343079
	Iteration 32Q: 3 clusters Score -2467774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2467796.000000 Penalty: 958.343079
	Iteration 33Q: 3 clusters Score -2467796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2467833.250000 Penalty: 958.343079
	Iteration 34Q: 3 clusters Score -2467833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2467854.750000 Penalty: 958.343079
	Iteration 35Q: 3 clusters Score -2467855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2467873.000000 Penalty: 958.343079
	Iteration 36Q: 3 clusters Score -2467873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2467887.250000 Penalty: 958.343079
	Iteration 37Q: 3 clusters Score -2467887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2467905.500000 Penalty: 958.343079
	Iteration 38Q: 3 clusters Score -2467906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2467910.750000 Penalty: 958.343079
	Iteration 39Q: 3 clusters Score -2467911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2467924.500000 Penalty: 958.343079
	Iteration 40F: 3 clusters Score -2467924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2467932.500000 Penalty: 958.343079
	Iteration 41Q: 3 clusters Score -2467932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2467933.500000 Penalty: 958.343079
	Iteration 42Q: 3 clusters Score -2467934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2467932.750000 Penalty: 958.343079
	Iteration 43Q: 3 clusters Score -2467933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2467933.750000 Penalty: 958.343079
	Iteration 44Q: 3 clusters Score -2467934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2467938.750000 Penalty: 958.343079
	Iteration 45Q: 3 clusters Score -2467939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2467943.250000 Penalty: 958.343079
	Iteration 46Q: 3 clusters Score -2467943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2467942.750000 Penalty: 958.343079
	Iteration 47Q: 3 clusters Score -2467943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2467943.500000 Penalty: 958.343079
	Iteration 48Q: 3 clusters Score -2467944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2467945.000000 Penalty: 958.343079
	Iteration 49Q: 3 clusters Score -2467945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2467942.750000 Penalty: 958.343079
	Iteration 50Q: 3 clusters Score -2467943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2467942.750000 Penalty: 958.343079
	Iteration 51F: 3 clusters Score -2467943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -74461.226562 Penalty: 328.957672
	Iteration 0F: 2 clusters Score -74461.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -73456.710938 Penalty: 657.915344
	Iteration 0F: 3 clusters Score -73456.71 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -73836.171875 Penalty: 657.915344
	Iteration 1F: 3 clusters Score -73836.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73912.781250 Penalty: 657.915344
	Iteration 2F: 3 clusters Score -73912.78 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73992.515625 Penalty: 657.915344
	Iteration 3F: 3 clusters Score -73992.52 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74089.734375 Penalty: 657.915344
	Iteration 4F: 3 clusters Score -74089.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74179.320312 Penalty: 657.915344
	Iteration 5F: 3 clusters Score -74179.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74248.484375 Penalty: 657.915344
	Iteration 6F: 3 clusters Score -74248.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74281.812500 Penalty: 657.915344
	Iteration 7Q: 3 clusters Score -74281.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74308.515625 Penalty: 657.915344
	Iteration 8Q: 3 clusters Score -74308.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -74324.484375 Penalty: 657.915344
	Iteration 9Q: 3 clusters Score -74324.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -74338.421875 Penalty: 657.915344
	Iteration 10Q: 3 clusters Score -74338.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -74351.851562 Penalty: 657.915344
	Iteration 11Q: 3 clusters Score -74351.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -74364.000000 Penalty: 657.915344
	Iteration 12Q: 3 clusters Score -74364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -74374.726562 Penalty: 657.915344
	Iteration 13Q: 3 clusters Score -74374.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -74378.976562 Penalty: 657.915344
	Iteration 14Q: 3 clusters Score -74378.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -74380.757812 Penalty: 657.915344
	Iteration 15Q: 3 clusters Score -74380.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -74384.640625 Penalty: 657.915344
	Iteration 16Q: 3 clusters Score -74384.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -74386.148438 Penalty: 657.915344
	Iteration 17Q: 3 clusters Score -74386.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -74387.187500 Penalty: 657.915344
	Iteration 18Q: 3 clusters Score -74387.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -74390.460938 Penalty: 657.915344
	Iteration 19F: 3 clusters Score -74390.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -74392.890625 Penalty: 657.915344
	Iteration 20F: 3 clusters Score -74392.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -74395.242188 Penalty: 657.915344
	Iteration 21Q: 3 clusters Score -74395.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -74396.554688 Penalty: 657.915344
	Iteration 22Q: 3 clusters Score -74396.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -74396.875000 Penalty: 657.915344
	Iteration 23Q: 3 clusters Score -74396.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -74397.000000 Penalty: 657.915344
	Iteration 24Q: 3 clusters Score -74397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -74397.000000 Penalty: 657.915344
	Iteration 25F: 3 clusters Score -74397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -254403.750000 Penalty: 378.635742
	Iteration 0F: 2 clusters Score -254403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -251602.031250 Penalty: 757.271484
	Iteration 0F: 3 clusters Score -251602 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -252657.296875 Penalty: 757.271484
	Iteration 1F: 3 clusters Score -252657.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -252754.671875 Penalty: 757.271484
	Iteration 2F: 3 clusters Score -252754.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -252844.437500 Penalty: 757.271484
	Iteration 3Q: 3 clusters Score -252844.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -252959.359375 Penalty: 757.271484
	Iteration 4Q: 3 clusters Score -252959.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -253080.781250 Penalty: 757.271484
	Iteration 5Q: 3 clusters Score -253080.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -253211.890625 Penalty: 757.271484
	Iteration 6Q: 3 clusters Score -253211.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -253345.078125 Penalty: 757.271484
	Iteration 7Q: 3 clusters Score -253345.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -253471.562500 Penalty: 757.271484
	Iteration 8Q: 3 clusters Score -253471.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -253566.656250 Penalty: 757.271484
	Iteration 9Q: 3 clusters Score -253566.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -253628.656250 Penalty: 757.271484
	Iteration 10Q: 3 clusters Score -253628.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -253667.640625 Penalty: 757.271484
	Iteration 11Q: 3 clusters Score -253667.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -253695.453125 Penalty: 757.271484
	Iteration 12Q: 3 clusters Score -253695.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -253714.171875 Penalty: 757.271484
	Iteration 13Q: 3 clusters Score -253714.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -253725.687500 Penalty: 757.271484
	Iteration 14Q: 3 clusters Score -253725.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -253736.125000 Penalty: 757.271484
	Iteration 15Q: 3 clusters Score -253736.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -253746.343750 Penalty: 757.271484
	Iteration 16Q: 3 clusters Score -253746.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -253755.437500 Penalty: 757.271484
	Iteration 17Q: 3 clusters Score -253755.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -253764.421875 Penalty: 757.271484
	Iteration 18Q: 3 clusters Score -253764.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -253773.390625 Penalty: 757.271484
	Iteration 19Q: 3 clusters Score -253773.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -253785.593750 Penalty: 757.271484
	Iteration 20F: 3 clusters Score -253785.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -253806.500000 Penalty: 757.271484
	Iteration 21Q: 3 clusters Score -253806.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -253829.640625 Penalty: 757.271484
	Iteration 22Q: 3 clusters Score -253829.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -253855.828125 Penalty: 757.271484
	Iteration 23Q: 3 clusters Score -253855.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -253883.000000 Penalty: 757.271484
	Iteration 24Q: 3 clusters Score -253883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -253920.281250 Penalty: 757.271484
	Iteration 25Q: 3 clusters Score -253920.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -253967.156250 Penalty: 757.271484
	Iteration 26Q: 3 clusters Score -253967.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -254012.796875 Penalty: 757.271484
	Iteration 27Q: 3 clusters Score -254012.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -254047.984375 Penalty: 757.271484
	Iteration 28Q: 3 clusters Score -254048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -254081.046875 Penalty: 757.271484
	Iteration 29Q: 3 clusters Score -254081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -254103.328125 Penalty: 757.271484
	Iteration 30Q: 3 clusters Score -254103.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -254113.406250 Penalty: 757.271484
	Iteration 31Q: 3 clusters Score -254113.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -254121.718750 Penalty: 757.271484
	Iteration 32Q: 3 clusters Score -254121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -254125.125000 Penalty: 757.271484
	Iteration 33Q: 3 clusters Score -254125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -254127.328125 Penalty: 757.271484
	Iteration 34Q: 3 clusters Score -254127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -254127.531250 Penalty: 757.271484
	Iteration 35Q: 3 clusters Score -254127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -254127.812500 Penalty: 757.271484
	Iteration 36Q: 3 clusters Score -254127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -254127.812500 Penalty: 757.271484
	Iteration 37F: 3 clusters Score -254127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Entering Unmasked Estep 
Score: -918813.437500 Penalty: 437.576752
	Iteration 0F: 2 clusters Score -918813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -908788.437500 Penalty: 875.153503
	Iteration 0F: 3 clusters Score -908788.4 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -912939.125000 Penalty: 875.153503
	Iteration 1F: 3 clusters Score -912939.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -913251.687500 Penalty: 875.153503
	Iteration 2F: 3 clusters Score -913251.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -913765.625000 Penalty: 875.153503
	Iteration 3F: 3 clusters Score -913765.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -914636.687500 Penalty: 875.153503
	Iteration 4F: 3 clusters Score -914636.7 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -916019.500000 Penalty: 875.153503
	Iteration 5F: 3 clusters Score -916019.5 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -917578.562500 Penalty: 875.153503
	Iteration 6F: 3 clusters Score -917578.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -918302.750000 Penalty: 875.153503
	Iteration 7F: 3 clusters Score -918302.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -918443.625000 Penalty: 875.153503
	Iteration 8Q: 3 clusters Score -918443.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -918498.500000 Penalty: 875.153503
	Iteration 9Q: 3 clusters Score -918498.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -918521.687500 Penalty: 875.153503
	Iteration 10Q: 3 clusters Score -918521.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -918533.562500 Penalty: 875.153503
	Iteration 11Q: 3 clusters Score -918533.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -918539.125000 Penalty: 875.153503
	Iteration 12Q: 3 clusters Score -918539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -918547.437500 Penalty: 875.153503
	Iteration 13Q: 3 clusters Score -918547.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -918550.250000 Penalty: 875.153503
	Iteration 14Q: 3 clusters Score -918550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -918551.625000 Penalty: 875.153503
	Iteration 15Q: 3 clusters Score -918551.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -918555.062500 Penalty: 875.153503
	Iteration 16Q: 3 clusters Score -918555.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -918554.937500 Penalty: 875.153503
	Iteration 17Q: 3 clusters Score -918554.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -918555.375000 Penalty: 875.153503
	Iteration 18Q: 3 clusters Score -918555.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -918554.562500 Penalty: 875.153503
	Iteration 19Q: 3 clusters Score -918554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -918554.750000 Penalty: 875.153503
	Iteration 20F: 3 clusters Score -918554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -918554.312500 Penalty: 875.153503
	Iteration 21Q: 3 clusters Score -918554.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -918555.187500 Penalty: 875.153503
	Iteration 22Q: 3 clusters Score -918555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -918555.125000 Penalty: 875.153503
	Iteration 23Q: 3 clusters Score -918555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -918556.062500 Penalty: 875.153503
	Iteration 24Q: 3 clusters Score -918556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -918556.062500 Penalty: 875.153503
	Iteration 25F: 3 clusters Score -918556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Entering Unmasked Estep 
Score: -5196611.500000 Penalty: 515.819885
	Iteration 0F: 2 clusters Score -5196612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -5141524.500000 Penalty: 1031.639771
	Iteration 0F: 3 clusters Score -5141524 nChanged 40899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5167268.500000 Penalty: 1031.639771
	Iteration 1F: 3 clusters Score -5167268 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5169339.500000 Penalty: 1031.639771
	Iteration 2F: 3 clusters Score -5169340 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5172488.500000 Penalty: 1031.639771
	Iteration 3F: 3 clusters Score -5172488 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -5176749.000000 Penalty: 1031.639771
	Iteration 4F: 3 clusters Score -5176749 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5180695.000000 Penalty: 1031.639771
	Iteration 5F: 3 clusters Score -5180695 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5182686.000000 Penalty: 1031.639771
	Iteration 6F: 3 clusters Score -5182686 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5183243.000000 Penalty: 1031.639771
	Iteration 7Q: 3 clusters Score -5183243 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -5183466.500000 Penalty: 1031.639771
	Iteration 8Q: 3 clusters Score -5183466 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5183568.000000 Penalty: 1031.639771
	Iteration 9Q: 3 clusters Score -5183568 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5183707.000000 Penalty: 1031.639771
	Iteration 10Q: 3 clusters Score -5183707 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -5183897.500000 Penalty: 1031.639771
	Iteration 11Q: 3 clusters Score -5183898 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -5184100.000000 Penalty: 1031.639771
	Iteration 12Q: 3 clusters Score -5184100 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5184362.500000 Penalty: 1031.639771
	Iteration 13Q: 3 clusters Score -5184362 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -5184657.000000 Penalty: 1031.639771
	Iteration 14Q: 3 clusters Score -5184657 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -5184998.500000 Penalty: 1031.639771
	Iteration 15Q: 3 clusters Score -5184998 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -5185379.500000 Penalty: 1031.639771
	Iteration 16Q: 3 clusters Score -5185380 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -5185762.500000 Penalty: 1031.639771
	Iteration 17Q: 3 clusters Score -5185762 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -5186144.500000 Penalty: 1031.639771
	Iteration 18Q: 3 clusters Score -5186144 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -5186536.000000 Penalty: 1031.639771
	Iteration 19Q: 3 clusters Score -5186536 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -5186859.500000 Penalty: 1031.639771
	Iteration 20F: 3 clusters Score -5186860 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -5187230.000000 Penalty: 1031.639771
	Iteration 21Q: 3 clusters Score -5187230 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -5187519.000000 Penalty: 1031.639771
	Iteration 22Q: 3 clusters Score -5187519 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -5187808.500000 Penalty: 1031.639771
	Iteration 23Q: 3 clusters Score -5187808 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -5188114.000000 Penalty: 1031.639771
	Iteration 24Q: 3 clusters Score -5188114 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -5188393.500000 Penalty: 1031.639771
	Iteration 25Q: 3 clusters Score -5188394 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -5188688.000000 Penalty: 1031.639771
	Iteration 26Q: 3 clusters Score -5188688 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -5189037.500000 Penalty: 1031.639771
	Iteration 27Q: 3 clusters Score -5189038 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -5189387.000000 Penalty: 1031.639771
	Iteration 28Q: 3 clusters Score -5189387 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -5189756.500000 Penalty: 1031.639771
	Iteration 29Q: 3 clusters Score -5189756 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -5190161.500000 Penalty: 1031.639771
	Iteration 30Q: 3 clusters Score -5190162 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -5190599.000000 Penalty: 1031.639771
	Iteration 31Q: 3 clusters Score -5190599 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -5191088.000000 Penalty: 1031.639771
	Iteration 32Q: 3 clusters Score -5191088 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -5191628.500000 Penalty: 1031.639771
	Iteration 33Q: 3 clusters Score -5191628 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -5192328.000000 Penalty: 1031.639771
	Iteration 34Q: 3 clusters Score -5192328 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -5193007.500000 Penalty: 1031.639771
	Iteration 35Q: 3 clusters Score -5193008 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -5193671.000000 Penalty: 1031.639771
	Iteration 36Q: 3 clusters Score -5193671 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -5194320.000000 Penalty: 1031.639771
	Iteration 37Q: 3 clusters Score -5194320 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -5194789.500000 Penalty: 1031.639771
	Iteration 38Q: 3 clusters Score -5194790 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -5195225.000000 Penalty: 1031.639771
	Iteration 39Q: 3 clusters Score -5195225 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -5195489.500000 Penalty: 1031.639771
	Iteration 40F: 3 clusters Score -5195490 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -5195696.000000 Penalty: 1031.639771
	Iteration 41Q: 3 clusters Score -5195696 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -5195773.000000 Penalty: 1031.639771
	Iteration 42Q: 3 clusters Score -5195773 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -5195926.500000 Penalty: 1031.639771
	Iteration 43Q: 3 clusters Score -5195926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -5195978.500000 Penalty: 1031.639771
	Iteration 44Q: 3 clusters Score -5195978 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -5196053.500000 Penalty: 1031.639771
	Iteration 45Q: 3 clusters Score -5196054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -5196103.500000 Penalty: 1031.639771
	Iteration 46Q: 3 clusters Score -5196104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -5196134.500000 Penalty: 1031.639771
	Iteration 47Q: 3 clusters Score -5196134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -5196161.000000 Penalty: 1031.639771
	Iteration 48Q: 3 clusters Score -5196161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -5196182.000000 Penalty: 1031.639771
	Iteration 49Q: 3 clusters Score -5196182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -5196194.500000 Penalty: 1031.639771
	Iteration 50Q: 3 clusters Score -5196194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -5196205.500000 Penalty: 1031.639771
	Iteration 51Q: 3 clusters Score -5196206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -5196207.500000 Penalty: 1031.639771
	Iteration 52Q: 3 clusters Score -5196208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -5196209.000000 Penalty: 1031.639771
	Iteration 53Q: 3 clusters Score -5196209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -5196215.000000 Penalty: 1031.639771
	Iteration 54Q: 3 clusters Score -5196215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -5196211.000000 Penalty: 1031.639771
	Iteration 55Q: 3 clusters Score -5196211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -5196210.500000 Penalty: 1031.639771
	Iteration 56Q: 3 clusters Score -5196210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -5196218.000000 Penalty: 1031.639771
	Iteration 57Q: 3 clusters Score -5196218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -5196220.000000 Penalty: 1031.639771
	Iteration 58Q: 3 clusters Score -5196220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -5196221.000000 Penalty: 1031.639771
	Iteration 59Q: 3 clusters Score -5196221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -5196220.500000 Penalty: 1031.639771
	Iteration 60F: 3 clusters Score -5196220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -5196224.500000 Penalty: 1031.639771
	Iteration 61Q: 3 clusters Score -5196224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -5196227.000000 Penalty: 1031.639771
	Iteration 62Q: 3 clusters Score -5196227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -5196227.500000 Penalty: 1031.639771
	Iteration 63Q: 3 clusters Score -5196228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -5196227.500000 Penalty: 1031.639771
	Iteration 64Q: 3 clusters Score -5196228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -5196225.500000 Penalty: 1031.639771
	Iteration 65Q: 3 clusters Score -5196226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -5196232.000000 Penalty: 1031.639771
	Iteration 66Q: 3 clusters Score -5196232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -5196230.000000 Penalty: 1031.639771
	Iteration 67Q: 3 clusters Score -5196230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -5196233.500000 Penalty: 1031.639771
	Iteration 68Q: 3 clusters Score -5196234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -5196236.500000 Penalty: 1031.639771
	Iteration 69Q: 3 clusters Score -5196236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -5196233.500000 Penalty: 1031.639771
	Iteration 70Q: 3 clusters Score -5196234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -5196233.500000 Penalty: 1031.639771
	Iteration 71F: 3 clusters Score -5196234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2256.294922 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2256.295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2306.429199 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2306.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2310.042236 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2310.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2310.793457 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2310.793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2310.793457 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -2310.793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -299751.031250 Penalty: 385.580017
	Iteration 0F: 2 clusters Score -299751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -296500.000000 Penalty: 771.160034
	Iteration 0F: 3 clusters Score -296500 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -297733.125000 Penalty: 771.160034
	Iteration 1F: 3 clusters Score -297733.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -297870.843750 Penalty: 771.160034
	Iteration 2F: 3 clusters Score -297870.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -298036.593750 Penalty: 771.160034
	Iteration 3F: 3 clusters Score -298036.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -298247.218750 Penalty: 771.160034
	Iteration 4F: 3 clusters Score -298247.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -298504.312500 Penalty: 771.160034
	Iteration 5F: 3 clusters Score -298504.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -298776.750000 Penalty: 771.160034
	Iteration 6F: 3 clusters Score -298776.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -299015.437500 Penalty: 771.160034
	Iteration 7F: 3 clusters Score -299015.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -299154.281250 Penalty: 771.160034
	Iteration 8Q: 3 clusters Score -299154.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -299245.656250 Penalty: 771.160034
	Iteration 9Q: 3 clusters Score -299245.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -299291.812500 Penalty: 771.160034
	Iteration 10Q: 3 clusters Score -299291.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -299339.343750 Penalty: 771.160034
	Iteration 11Q: 3 clusters Score -299339.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -299375.500000 Penalty: 771.160034
	Iteration 12Q: 3 clusters Score -299375.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -299394.218750 Penalty: 771.160034
	Iteration 13Q: 3 clusters Score -299394.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -299409.812500 Penalty: 771.160034
	Iteration 14Q: 3 clusters Score -299409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -299416.718750 Penalty: 771.160034
	Iteration 15Q: 3 clusters Score -299416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -299422.031250 Penalty: 771.160034
	Iteration 16Q: 3 clusters Score -299422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -299424.687500 Penalty: 771.160034
	Iteration 17Q: 3 clusters Score -299424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -299425.437500 Penalty: 771.160034
	Iteration 18Q: 3 clusters Score -299425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -299425.437500 Penalty: 771.160034
	Iteration 19F: 3 clusters Score -299425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Entering Unmasked Estep 
Score: -5037572.500000 Penalty: 513.494141
	Iteration 0F: 2 clusters Score -5037572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4986814.500000 Penalty: 1026.988281
	Iteration 0F: 3 clusters Score -4986814 nChanged 38698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5010604.000000 Penalty: 1026.988281
	Iteration 1F: 3 clusters Score -5010604 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5012409.000000 Penalty: 1026.988281
	Iteration 2Q: 3 clusters Score -5012409 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5015311.500000 Penalty: 1026.988281
	Iteration 3F: 3 clusters Score -5015312 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -5019612.000000 Penalty: 1026.988281
	Iteration 4F: 3 clusters Score -5019612 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5023623.500000 Penalty: 1026.988281
	Iteration 5F: 3 clusters Score -5023624 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5025500.500000 Penalty: 1026.988281
	Iteration 6F: 3 clusters Score -5025500 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5025933.000000 Penalty: 1026.988281
	Iteration 7Q: 3 clusters Score -5025933 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5026048.500000 Penalty: 1026.988281
	Iteration 8Q: 3 clusters Score -5026048 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5026073.500000 Penalty: 1026.988281
	Iteration 9Q: 3 clusters Score -5026074 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5026126.500000 Penalty: 1026.988281
	Iteration 10Q: 3 clusters Score -5026126 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -5026157.500000 Penalty: 1026.988281
	Iteration 11Q: 3 clusters Score -5026158 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5026207.500000 Penalty: 1026.988281
	Iteration 12Q: 3 clusters Score -5026208 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5026269.000000 Penalty: 1026.988281
	Iteration 13Q: 3 clusters Score -5026269 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5026407.500000 Penalty: 1026.988281
	Iteration 14Q: 3 clusters Score -5026408 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5026538.500000 Penalty: 1026.988281
	Iteration 15Q: 3 clusters Score -5026538 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -5026674.500000 Penalty: 1026.988281
	Iteration 16Q: 3 clusters Score -5026674 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5026816.500000 Penalty: 1026.988281
	Iteration 17Q: 3 clusters Score -5026816 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5027031.500000 Penalty: 1026.988281
	Iteration 18Q: 3 clusters Score -5027032 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5027295.000000 Penalty: 1026.988281
	Iteration 19Q: 3 clusters Score -5027295 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5027542.000000 Penalty: 1026.988281
	Iteration 20F: 3 clusters Score -5027542 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5027831.500000 Penalty: 1026.988281
	Iteration 21Q: 3 clusters Score -5027832 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5028129.000000 Penalty: 1026.988281
	Iteration 22Q: 3 clusters Score -5028129 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -5028522.500000 Penalty: 1026.988281
	Iteration 23Q: 3 clusters Score -5028522 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5028976.000000 Penalty: 1026.988281
	Iteration 24Q: 3 clusters Score -5028976 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5029452.500000 Penalty: 1026.988281
	Iteration 25Q: 3 clusters Score -5029452 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5029923.000000 Penalty: 1026.988281
	Iteration 26Q: 3 clusters Score -5029923 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5030440.000000 Penalty: 1026.988281
	Iteration 27Q: 3 clusters Score -5030440 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5031077.000000 Penalty: 1026.988281
	Iteration 28Q: 3 clusters Score -5031077 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5031771.500000 Penalty: 1026.988281
	Iteration 29Q: 3 clusters Score -5031772 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5032555.500000 Penalty: 1026.988281
	Iteration 30Q: 3 clusters Score -5032556 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5033404.500000 Penalty: 1026.988281
	Iteration 31Q: 3 clusters Score -5033404 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5034267.000000 Penalty: 1026.988281
	Iteration 32Q: 3 clusters Score -5034267 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5035103.500000 Penalty: 1026.988281
	Iteration 33Q: 3 clusters Score -5035104 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -5035877.500000 Penalty: 1026.988281
	Iteration 34Q: 3 clusters Score -5035878 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5036539.500000 Penalty: 1026.988281
	Iteration 35Q: 3 clusters Score -5036540 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5037043.500000 Penalty: 1026.988281
	Iteration 36Q: 3 clusters Score -5037044 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -5037465.500000 Penalty: 1026.988281
	Iteration 37Q: 3 clusters Score -5037466 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -5037778.500000 Penalty: 1026.988281
	Iteration 38Q: 3 clusters Score -5037778 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5038061.500000 Penalty: 1026.988281
	Iteration 39Q: 3 clusters Score -5038062 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5038355.500000 Penalty: 1026.988281
	Iteration 40F: 3 clusters Score -5038356 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5038657.500000 Penalty: 1026.988281
	Iteration 41Q: 3 clusters Score -5038658 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5038853.500000 Penalty: 1026.988281
	Iteration 42Q: 3 clusters Score -5038854 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5038994.500000 Penalty: 1026.988281
	Iteration 43Q: 3 clusters Score -5038994 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5039072.500000 Penalty: 1026.988281
	Iteration 44Q: 3 clusters Score -5039072 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5039123.500000 Penalty: 1026.988281
	Iteration 45Q: 3 clusters Score -5039124 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5039114.500000 Penalty: 1026.988281
	Iteration 46Q: 3 clusters Score -5039114 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5039096.500000 Penalty: 1026.988281
	Iteration 47Q: 3 clusters Score -5039096 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5039039.500000 Penalty: 1026.988281
	Iteration 48Q: 3 clusters Score -5039040 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5038988.500000 Penalty: 1026.988281
	Iteration 49Q: 3 clusters Score -5038988 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5038916.000000 Penalty: 1026.988281
	Iteration 50Q: 3 clusters Score -5038916 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5038817.500000 Penalty: 1026.988281
	Iteration 51Q: 3 clusters Score -5038818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5038784.000000 Penalty: 1026.988281
	Iteration 52Q: 3 clusters Score -5038784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5038676.000000 Penalty: 1026.988281
	Iteration 53Q: 3 clusters Score -5038676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5038585.500000 Penalty: 1026.988281
	Iteration 54Q: 3 clusters Score -5038586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5038533.000000 Penalty: 1026.988281
	Iteration 55Q: 3 clusters Score -5038533 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5038459.500000 Penalty: 1026.988281
	Iteration 56Q: 3 clusters Score -5038460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5038402.500000 Penalty: 1026.988281
	Iteration 57Q: 3 clusters Score -5038402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5038335.500000 Penalty: 1026.988281
	Iteration 58Q: 3 clusters Score -5038336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5038302.500000 Penalty: 1026.988281
	Iteration 59Q: 3 clusters Score -5038302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5038264.500000 Penalty: 1026.988281
	Iteration 60F: 3 clusters Score -5038264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5038221.000000 Penalty: 1026.988281
	Iteration 61Q: 3 clusters Score -5038221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5038166.500000 Penalty: 1026.988281
	Iteration 62Q: 3 clusters Score -5038166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5038132.500000 Penalty: 1026.988281
	Iteration 63Q: 3 clusters Score -5038132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5038094.500000 Penalty: 1026.988281
	Iteration 64Q: 3 clusters Score -5038094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5038042.000000 Penalty: 1026.988281
	Iteration 65Q: 3 clusters Score -5038042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5038010.500000 Penalty: 1026.988281
	Iteration 66Q: 3 clusters Score -5038010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5037983.000000 Penalty: 1026.988281
	Iteration 67Q: 3 clusters Score -5037983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5037966.000000 Penalty: 1026.988281
	Iteration 68Q: 3 clusters Score -5037966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5037949.000000 Penalty: 1026.988281
	Iteration 69Q: 3 clusters Score -5037949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5037923.000000 Penalty: 1026.988281
	Iteration 70Q: 3 clusters Score -5037923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5037912.500000 Penalty: 1026.988281
	Iteration 71Q: 3 clusters Score -5037912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5037896.500000 Penalty: 1026.988281
	Iteration 72Q: 3 clusters Score -5037896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5037861.000000 Penalty: 1026.988281
	Iteration 73Q: 3 clusters Score -5037861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5037839.500000 Penalty: 1026.988281
	Iteration 74Q: 3 clusters Score -5037840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5037842.500000 Penalty: 1026.988281
	Iteration 75Q: 3 clusters Score -5037842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5037819.500000 Penalty: 1026.988281
	Iteration 76Q: 3 clusters Score -5037820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5037795.000000 Penalty: 1026.988281
	Iteration 77Q: 3 clusters Score -5037795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5037792.500000 Penalty: 1026.988281
	Iteration 78Q: 3 clusters Score -5037792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5037785.500000 Penalty: 1026.988281
	Iteration 79Q: 3 clusters Score -5037786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5037783.500000 Penalty: 1026.988281
	Iteration 80F: 3 clusters Score -5037784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5037765.000000 Penalty: 1026.988281
	Iteration 81Q: 3 clusters Score -5037765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5037767.500000 Penalty: 1026.988281
	Iteration 82Q: 3 clusters Score -5037768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5037749.500000 Penalty: 1026.988281
	Iteration 83Q: 3 clusters Score -5037750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5037734.000000 Penalty: 1026.988281
	Iteration 84Q: 3 clusters Score -5037734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5037736.500000 Penalty: 1026.988281
	Iteration 85Q: 3 clusters Score -5037736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5037724.500000 Penalty: 1026.988281
	Iteration 86Q: 3 clusters Score -5037724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5037721.000000 Penalty: 1026.988281
	Iteration 87Q: 3 clusters Score -5037721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5037718.500000 Penalty: 1026.988281
	Iteration 88Q: 3 clusters Score -5037718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5037712.000000 Penalty: 1026.988281
	Iteration 89Q: 3 clusters Score -5037712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5037705.500000 Penalty: 1026.988281
	Iteration 90Q: 3 clusters Score -5037706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5037701.000000 Penalty: 1026.988281
	Iteration 91Q: 3 clusters Score -5037701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5037698.000000 Penalty: 1026.988281
	Iteration 92Q: 3 clusters Score -5037698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5037695.000000 Penalty: 1026.988281
	Iteration 93Q: 3 clusters Score -5037695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5037684.500000 Penalty: 1026.988281
	Iteration 94Q: 3 clusters Score -5037684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5037671.000000 Penalty: 1026.988281
	Iteration 95Q: 3 clusters Score -5037671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5037663.000000 Penalty: 1026.988281
	Iteration 96Q: 3 clusters Score -5037663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5037656.000000 Penalty: 1026.988281
	Iteration 97Q: 3 clusters Score -5037656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5037651.500000 Penalty: 1026.988281
	Iteration 98Q: 3 clusters Score -5037652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5037645.500000 Penalty: 1026.988281
	Iteration 99Q: 3 clusters Score -5037646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5037646.500000 Penalty: 1026.988281
	Iteration 100F: 3 clusters Score -5037646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 37468 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 83843 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65908 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 25546 members 
Mstep: Class 20 contains 58976 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 20094 members 
Mstep: Class 29 contains 74371 members 
Mstep: Class 30 contains 88224 members 
Mstep: Class 31 contains 536 members 
Entering Unmasked Estep 
Score: -42227072.000000 Penalty: 18977.085938
Splitting cluster 14 changes total score from -42227048.000000 to -42227072.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4323.065918 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4323.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4171.631836 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4171.632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4225.005371 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4225.005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4238.684570 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4238.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4243.894043 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4243.894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4248.507812 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4248.508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4256.680664 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -4256.681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4256.680664 Penalty: 424.372986
	Iteration 6F: 3 clusters Score -4256.681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Entering Unmasked Estep 
Score: -4083069.000000 Penalty: 504.868683
	Iteration 0F: 2 clusters Score -4083069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4038681.750000 Penalty: 1009.737366
	Iteration 0F: 3 clusters Score -4038682 nChanged 32158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4057758.000000 Penalty: 1009.737366
	Iteration 1F: 3 clusters Score -4057758 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4058364.500000 Penalty: 1009.737366
	Iteration 2Q: 3 clusters Score -4058364 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4059166.750000 Penalty: 1009.737366
	Iteration 3Q: 3 clusters Score -4059167 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4060317.750000 Penalty: 1009.737366
	Iteration 4Q: 3 clusters Score -4060318 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -4062254.500000 Penalty: 1009.737366
	Iteration 5F: 3 clusters Score -4062254 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -4065126.250000 Penalty: 1009.737366
	Iteration 6F: 3 clusters Score -4065126 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -4068620.750000 Penalty: 1009.737366
	Iteration 7F: 3 clusters Score -4068621 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -4071695.500000 Penalty: 1009.737366
	Iteration 8F: 3 clusters Score -4071696 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -4073659.750000 Penalty: 1009.737366
	Iteration 9Q: 3 clusters Score -4073660 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -4074825.500000 Penalty: 1009.737366
	Iteration 10Q: 3 clusters Score -4074826 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -4075690.250000 Penalty: 1009.737366
	Iteration 11Q: 3 clusters Score -4075690 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -4076538.750000 Penalty: 1009.737366
	Iteration 12Q: 3 clusters Score -4076539 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -4077378.000000 Penalty: 1009.737366
	Iteration 13Q: 3 clusters Score -4077378 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -4078226.500000 Penalty: 1009.737366
	Iteration 14Q: 3 clusters Score -4078226 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -4079100.000000 Penalty: 1009.737366
	Iteration 15Q: 3 clusters Score -4079100 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -4079864.250000 Penalty: 1009.737366
	Iteration 16Q: 3 clusters Score -4079864 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -4080522.000000 Penalty: 1009.737366
	Iteration 17Q: 3 clusters Score -4080522 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -4081070.000000 Penalty: 1009.737366
	Iteration 18Q: 3 clusters Score -4081070 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -4081492.000000 Penalty: 1009.737366
	Iteration 19Q: 3 clusters Score -4081492 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -4081795.250000 Penalty: 1009.737366
	Iteration 20F: 3 clusters Score -4081795 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -4082008.750000 Penalty: 1009.737366
	Iteration 21Q: 3 clusters Score -4082009 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -4082173.750000 Penalty: 1009.737366
	Iteration 22Q: 3 clusters Score -4082174 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -4082282.750000 Penalty: 1009.737366
	Iteration 23Q: 3 clusters Score -4082283 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -4082373.500000 Penalty: 1009.737366
	Iteration 24Q: 3 clusters Score -4082374 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4082428.500000 Penalty: 1009.737366
	Iteration 25Q: 3 clusters Score -4082428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -4082461.500000 Penalty: 1009.737366
	Iteration 26Q: 3 clusters Score -4082462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -4082494.250000 Penalty: 1009.737366
	Iteration 27Q: 3 clusters Score -4082494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -4082522.250000 Penalty: 1009.737366
	Iteration 28Q: 3 clusters Score -4082522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -4082536.000000 Penalty: 1009.737366
	Iteration 29Q: 3 clusters Score -4082536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -4082550.500000 Penalty: 1009.737366
	Iteration 30Q: 3 clusters Score -4082550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -4082559.750000 Penalty: 1009.737366
	Iteration 31Q: 3 clusters Score -4082560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -4082565.500000 Penalty: 1009.737366
	Iteration 32Q: 3 clusters Score -4082566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -4082572.250000 Penalty: 1009.737366
	Iteration 33Q: 3 clusters Score -4082572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -4082581.500000 Penalty: 1009.737366
	Iteration 34Q: 3 clusters Score -4082582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -4082584.750000 Penalty: 1009.737366
	Iteration 35Q: 3 clusters Score -4082585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -4082588.500000 Penalty: 1009.737366
	Iteration 36Q: 3 clusters Score -4082588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -4082591.250000 Penalty: 1009.737366
	Iteration 37Q: 3 clusters Score -4082591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -4082592.750000 Penalty: 1009.737366
	Iteration 38Q: 3 clusters Score -4082593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -4082598.500000 Penalty: 1009.737366
	Iteration 39Q: 3 clusters Score -4082598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -4082599.500000 Penalty: 1009.737366
	Iteration 40F: 3 clusters Score -4082600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -4082604.500000 Penalty: 1009.737366
	Iteration 41Q: 3 clusters Score -4082604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -4082610.750000 Penalty: 1009.737366
	Iteration 42Q: 3 clusters Score -4082611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -4082611.750000 Penalty: 1009.737366
	Iteration 43Q: 3 clusters Score -4082612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -4082617.250000 Penalty: 1009.737366
	Iteration 44Q: 3 clusters Score -4082617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -4082623.250000 Penalty: 1009.737366
	Iteration 45Q: 3 clusters Score -4082623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -4082624.250000 Penalty: 1009.737366
	Iteration 46Q: 3 clusters Score -4082624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -4082627.500000 Penalty: 1009.737366
	Iteration 47Q: 3 clusters Score -4082628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -4082626.000000 Penalty: 1009.737366
	Iteration 48Q: 3 clusters Score -4082626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -4082630.000000 Penalty: 1009.737366
	Iteration 49Q: 3 clusters Score -4082630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -4082629.000000 Penalty: 1009.737366
	Iteration 50Q: 3 clusters Score -4082629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -4082629.250000 Penalty: 1009.737366
	Iteration 51Q: 3 clusters Score -4082629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -4082628.750000 Penalty: 1009.737366
	Iteration 52Q: 3 clusters Score -4082629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -4082628.750000 Penalty: 1009.737366
	Iteration 53F: 3 clusters Score -4082629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -891310.187500 Penalty: 437.312378
	Iteration 0F: 2 clusters Score -891310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -881420.250000 Penalty: 874.624756
	Iteration 0F: 3 clusters Score -881420.2 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -885555.312500 Penalty: 874.624756
	Iteration 1F: 3 clusters Score -885555.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -886070.562500 Penalty: 874.624756
	Iteration 2F: 3 clusters Score -886070.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -886812.187500 Penalty: 874.624756
	Iteration 3F: 3 clusters Score -886812.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -887635.125000 Penalty: 874.624756
	Iteration 4F: 3 clusters Score -887635.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -888306.750000 Penalty: 874.624756
	Iteration 5F: 3 clusters Score -888306.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -888754.937500 Penalty: 874.624756
	Iteration 6F: 3 clusters Score -888754.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -889032.062500 Penalty: 874.624756
	Iteration 7Q: 3 clusters Score -889032.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -889193.187500 Penalty: 874.624756
	Iteration 8Q: 3 clusters Score -889193.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -889301.625000 Penalty: 874.624756
	Iteration 9Q: 3 clusters Score -889301.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -889390.625000 Penalty: 874.624756
	Iteration 10Q: 3 clusters Score -889390.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -889477.562500 Penalty: 874.624756
	Iteration 11Q: 3 clusters Score -889477.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -889577.062500 Penalty: 874.624756
	Iteration 12Q: 3 clusters Score -889577.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -889692.750000 Penalty: 874.624756
	Iteration 13Q: 3 clusters Score -889692.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -889811.750000 Penalty: 874.624756
	Iteration 14Q: 3 clusters Score -889811.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -889947.000000 Penalty: 874.624756
	Iteration 15Q: 3 clusters Score -889947 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -890093.125000 Penalty: 874.624756
	Iteration 16Q: 3 clusters Score -890093.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -890231.000000 Penalty: 874.624756
	Iteration 17Q: 3 clusters Score -890231 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -890352.500000 Penalty: 874.624756
	Iteration 18Q: 3 clusters Score -890352.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -890474.062500 Penalty: 874.624756
	Iteration 19Q: 3 clusters Score -890474.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -890572.687500 Penalty: 874.624756
	Iteration 20F: 3 clusters Score -890572.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -890656.062500 Penalty: 874.624756
	Iteration 21Q: 3 clusters Score -890656.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -890728.312500 Penalty: 874.624756
	Iteration 22Q: 3 clusters Score -890728.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -890783.687500 Penalty: 874.624756
	Iteration 23Q: 3 clusters Score -890783.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -890828.937500 Penalty: 874.624756
	Iteration 24Q: 3 clusters Score -890828.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -890853.937500 Penalty: 874.624756
	Iteration 25Q: 3 clusters Score -890853.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -890870.062500 Penalty: 874.624756
	Iteration 26Q: 3 clusters Score -890870.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -890884.312500 Penalty: 874.624756
	Iteration 27Q: 3 clusters Score -890884.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -890893.875000 Penalty: 874.624756
	Iteration 28Q: 3 clusters Score -890893.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -890900.500000 Penalty: 874.624756
	Iteration 29Q: 3 clusters Score -890900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -890905.687500 Penalty: 874.624756
	Iteration 30Q: 3 clusters Score -890905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -890908.625000 Penalty: 874.624756
	Iteration 31Q: 3 clusters Score -890908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -890912.500000 Penalty: 874.624756
	Iteration 32Q: 3 clusters Score -890912.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -890921.437500 Penalty: 874.624756
	Iteration 33Q: 3 clusters Score -890921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -890922.687500 Penalty: 874.624756
	Iteration 34Q: 3 clusters Score -890922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -890924.500000 Penalty: 874.624756
	Iteration 35Q: 3 clusters Score -890924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -890928.000000 Penalty: 874.624756
	Iteration 36Q: 3 clusters Score -890928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -890932.000000 Penalty: 874.624756
	Iteration 37Q: 3 clusters Score -890932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -890934.625000 Penalty: 874.624756
	Iteration 38Q: 3 clusters Score -890934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -890935.562500 Penalty: 874.624756
	Iteration 39Q: 3 clusters Score -890935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -890937.000000 Penalty: 874.624756
	Iteration 40F: 3 clusters Score -890937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -890937.875000 Penalty: 874.624756
	Iteration 41Q: 3 clusters Score -890937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -890938.187500 Penalty: 874.624756
	Iteration 42Q: 3 clusters Score -890938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -890938.187500 Penalty: 874.624756
	Iteration 43F: 3 clusters Score -890938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -83658.710938 Penalty: 331.646210
	Iteration 0F: 2 clusters Score -83658.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -82566.320312 Penalty: 663.292419
	Iteration 0F: 3 clusters Score -82566.32 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -82999.929688 Penalty: 663.292419
	Iteration 1F: 3 clusters Score -82999.93 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -83158.242188 Penalty: 663.292419
	Iteration 2F: 3 clusters Score -83158.24 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -83307.125000 Penalty: 663.292419
	Iteration 3F: 3 clusters Score -83307.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -83396.703125 Penalty: 663.292419
	Iteration 4F: 3 clusters Score -83396.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -83432.710938 Penalty: 663.292419
	Iteration 5Q: 3 clusters Score -83432.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -83447.335938 Penalty: 663.292419
	Iteration 6Q: 3 clusters Score -83447.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -83455.960938 Penalty: 663.292419
	Iteration 7Q: 3 clusters Score -83455.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -83464.765625 Penalty: 663.292419
	Iteration 8Q: 3 clusters Score -83464.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -83470.625000 Penalty: 663.292419
	Iteration 9Q: 3 clusters Score -83470.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -83474.328125 Penalty: 663.292419
	Iteration 10Q: 3 clusters Score -83474.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -83476.359375 Penalty: 663.292419
	Iteration 11Q: 3 clusters Score -83476.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -83478.171875 Penalty: 663.292419
	Iteration 12Q: 3 clusters Score -83478.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -83479.320312 Penalty: 663.292419
	Iteration 13Q: 3 clusters Score -83479.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -83479.593750 Penalty: 663.292419
	Iteration 14Q: 3 clusters Score -83479.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -83479.593750 Penalty: 663.292419
	Iteration 15F: 3 clusters Score -83479.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Entering Unmasked Estep 
Score: -1663322.125000 Penalty: 461.744751
	Iteration 0F: 2 clusters Score -1663322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1646336.375000 Penalty: 923.489502
	Iteration 0F: 3 clusters Score -1646336 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1654463.625000 Penalty: 923.489502
	Iteration 1F: 3 clusters Score -1654464 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1655697.250000 Penalty: 923.489502
	Iteration 2F: 3 clusters Score -1655697 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1657281.500000 Penalty: 923.489502
	Iteration 3F: 3 clusters Score -1657282 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1658641.125000 Penalty: 923.489502
	Iteration 4F: 3 clusters Score -1658641 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1659716.250000 Penalty: 923.489502
	Iteration 5F: 3 clusters Score -1659716 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1660468.000000 Penalty: 923.489502
	Iteration 6Q: 3 clusters Score -1660468 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1661057.000000 Penalty: 923.489502
	Iteration 7Q: 3 clusters Score -1661057 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1661545.000000 Penalty: 923.489502
	Iteration 8Q: 3 clusters Score -1661545 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1661941.000000 Penalty: 923.489502
	Iteration 9Q: 3 clusters Score -1661941 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1662211.625000 Penalty: 923.489502
	Iteration 10Q: 3 clusters Score -1662212 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1662395.750000 Penalty: 923.489502
	Iteration 11Q: 3 clusters Score -1662396 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1662537.000000 Penalty: 923.489502
	Iteration 12Q: 3 clusters Score -1662537 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1662645.000000 Penalty: 923.489502
	Iteration 13Q: 3 clusters Score -1662645 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1662731.625000 Penalty: 923.489502
	Iteration 14Q: 3 clusters Score -1662732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1662789.125000 Penalty: 923.489502
	Iteration 15Q: 3 clusters Score -1662789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1662823.000000 Penalty: 923.489502
	Iteration 16Q: 3 clusters Score -1662823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1662844.375000 Penalty: 923.489502
	Iteration 17Q: 3 clusters Score -1662844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1662854.375000 Penalty: 923.489502
	Iteration 18Q: 3 clusters Score -1662854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1662876.000000 Penalty: 923.489502
	Iteration 19Q: 3 clusters Score -1662876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1662881.125000 Penalty: 923.489502
	Iteration 20F: 3 clusters Score -1662881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1662894.375000 Penalty: 923.489502
	Iteration 21Q: 3 clusters Score -1662894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1662903.125000 Penalty: 923.489502
	Iteration 22Q: 3 clusters Score -1662903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1662912.625000 Penalty: 923.489502
	Iteration 23Q: 3 clusters Score -1662913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1662918.500000 Penalty: 923.489502
	Iteration 24Q: 3 clusters Score -1662918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1662920.000000 Penalty: 923.489502
	Iteration 25Q: 3 clusters Score -1662920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1662921.625000 Penalty: 923.489502
	Iteration 26Q: 3 clusters Score -1662922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1662922.125000 Penalty: 923.489502
	Iteration 27Q: 3 clusters Score -1662922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1662924.250000 Penalty: 923.489502
	Iteration 28Q: 3 clusters Score -1662924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1662926.000000 Penalty: 923.489502
	Iteration 29Q: 3 clusters Score -1662926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1662927.875000 Penalty: 923.489502
	Iteration 30Q: 3 clusters Score -1662928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1662927.875000 Penalty: 923.489502
	Iteration 31Q: 3 clusters Score -1662928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1662927.875000 Penalty: 923.489502
	Iteration 32F: 3 clusters Score -1662928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Entering Unmasked Estep 
Score: -3820645.750000 Penalty: 499.812317
	Iteration 0F: 2 clusters Score -3820646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3791327.750000 Penalty: 999.624634
	Iteration 0F: 3 clusters Score -3791328 nChanged 28696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3808146.250000 Penalty: 999.624634
	Iteration 1F: 3 clusters Score -3808146 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3808876.750000 Penalty: 999.624634
	Iteration 2Q: 3 clusters Score -3808877 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3810042.750000 Penalty: 999.624634
	Iteration 3F: 3 clusters Score -3810043 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3811778.750000 Penalty: 999.624634
	Iteration 4F: 3 clusters Score -3811779 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3814190.250000 Penalty: 999.624634
	Iteration 5F: 3 clusters Score -3814190 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3816540.250000 Penalty: 999.624634
	Iteration 6F: 3 clusters Score -3816540 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3818145.250000 Penalty: 999.624634
	Iteration 7F: 3 clusters Score -3818145 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3819210.750000 Penalty: 999.624634
	Iteration 8Q: 3 clusters Score -3819211 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3819923.250000 Penalty: 999.624634
	Iteration 9Q: 3 clusters Score -3819923 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3820313.750000 Penalty: 999.624634
	Iteration 10Q: 3 clusters Score -3820314 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3820470.750000 Penalty: 999.624634
	Iteration 11Q: 3 clusters Score -3820471 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3820530.000000 Penalty: 999.624634
	Iteration 12Q: 3 clusters Score -3820530 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3820557.250000 Penalty: 999.624634
	Iteration 13Q: 3 clusters Score -3820557 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3820556.250000 Penalty: 999.624634
	Iteration 14Q: 3 clusters Score -3820556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3820593.250000 Penalty: 999.624634
	Iteration 15Q: 3 clusters Score -3820593 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3820662.500000 Penalty: 999.624634
	Iteration 16Q: 3 clusters Score -3820662 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3820749.750000 Penalty: 999.624634
	Iteration 17Q: 3 clusters Score -3820750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3820753.750000 Penalty: 999.624634
	Iteration 18Q: 3 clusters Score -3820754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3820781.500000 Penalty: 999.624634
	Iteration 19Q: 3 clusters Score -3820782 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3820788.000000 Penalty: 999.624634
	Iteration 20F: 3 clusters Score -3820788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3820776.000000 Penalty: 999.624634
	Iteration 21Q: 3 clusters Score -3820776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3820757.000000 Penalty: 999.624634
	Iteration 22Q: 3 clusters Score -3820757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3820773.000000 Penalty: 999.624634
	Iteration 23Q: 3 clusters Score -3820773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3820771.500000 Penalty: 999.624634
	Iteration 24Q: 3 clusters Score -3820772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3820752.250000 Penalty: 999.624634
	Iteration 25Q: 3 clusters Score -3820752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3820745.250000 Penalty: 999.624634
	Iteration 26Q: 3 clusters Score -3820745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3820738.250000 Penalty: 999.624634
	Iteration 27Q: 3 clusters Score -3820738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3820746.500000 Penalty: 999.624634
	Iteration 28Q: 3 clusters Score -3820746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3820739.000000 Penalty: 999.624634
	Iteration 29Q: 3 clusters Score -3820739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3820740.500000 Penalty: 999.624634
	Iteration 30Q: 3 clusters Score -3820740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3820707.000000 Penalty: 999.624634
	Iteration 31Q: 3 clusters Score -3820707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3820703.500000 Penalty: 999.624634
	Iteration 32Q: 3 clusters Score -3820704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3820687.000000 Penalty: 999.624634
	Iteration 33Q: 3 clusters Score -3820687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3820722.000000 Penalty: 999.624634
	Iteration 34Q: 3 clusters Score -3820722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3820739.250000 Penalty: 999.624634
	Iteration 35Q: 3 clusters Score -3820739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3820748.000000 Penalty: 999.624634
	Iteration 36Q: 3 clusters Score -3820748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3820744.250000 Penalty: 999.624634
	Iteration 37Q: 3 clusters Score -3820744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3820748.000000 Penalty: 999.624634
	Iteration 38Q: 3 clusters Score -3820748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3820755.000000 Penalty: 999.624634
	Iteration 39Q: 3 clusters Score -3820755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3820767.250000 Penalty: 999.624634
	Iteration 40F: 3 clusters Score -3820767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3820762.750000 Penalty: 999.624634
	Iteration 41Q: 3 clusters Score -3820763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3820768.250000 Penalty: 999.624634
	Iteration 42Q: 3 clusters Score -3820768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3820775.500000 Penalty: 999.624634
	Iteration 43Q: 3 clusters Score -3820776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3820770.000000 Penalty: 999.624634
	Iteration 44Q: 3 clusters Score -3820770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3820768.750000 Penalty: 999.624634
	Iteration 45Q: 3 clusters Score -3820769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3820772.500000 Penalty: 999.624634
	Iteration 46Q: 3 clusters Score -3820772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3820776.750000 Penalty: 999.624634
	Iteration 47Q: 3 clusters Score -3820777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3820779.500000 Penalty: 999.624634
	Iteration 48Q: 3 clusters Score -3820780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3820786.500000 Penalty: 999.624634
	Iteration 49Q: 3 clusters Score -3820786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3820791.500000 Penalty: 999.624634
	Iteration 50Q: 3 clusters Score -3820792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3820810.000000 Penalty: 999.624634
	Iteration 51Q: 3 clusters Score -3820810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3820806.250000 Penalty: 999.624634
	Iteration 52Q: 3 clusters Score -3820806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3820800.000000 Penalty: 999.624634
	Iteration 53Q: 3 clusters Score -3820800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3820803.000000 Penalty: 999.624634
	Iteration 54Q: 3 clusters Score -3820803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3820803.250000 Penalty: 999.624634
	Iteration 55Q: 3 clusters Score -3820803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3820808.000000 Penalty: 999.624634
	Iteration 56Q: 3 clusters Score -3820808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3820815.750000 Penalty: 999.624634
	Iteration 57Q: 3 clusters Score -3820816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3820804.250000 Penalty: 999.624634
	Iteration 58Q: 3 clusters Score -3820804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3820800.500000 Penalty: 999.624634
	Iteration 59Q: 3 clusters Score -3820800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3820800.500000 Penalty: 999.624634
	Iteration 60F: 3 clusters Score -3820800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 37468 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 83843 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65908 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 25546 members 
Mstep: Class 20 contains 58095 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 20094 members 
Mstep: Class 29 contains 74371 members 
Mstep: Class 30 contains 88224 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 881 members 
Entering Unmasked Estep 
Score: -42227176.000000 Penalty: 19589.250000
Splitting cluster 20 changes total score from -42227048.000000 to -42227176.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -675342.125000 Penalty: 425.056213
	Iteration 0F: 2 clusters Score -675342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -667774.625000 Penalty: 850.112427
	Iteration 0F: 3 clusters Score -667774.6 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -670873.812500 Penalty: 850.112427
	Iteration 1F: 3 clusters Score -670873.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -671331.437500 Penalty: 850.112427
	Iteration 2F: 3 clusters Score -671331.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -672007.562500 Penalty: 850.112427
	Iteration 3F: 3 clusters Score -672007.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -672790.312500 Penalty: 850.112427
	Iteration 4F: 3 clusters Score -672790.3 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -673593.937500 Penalty: 850.112427
	Iteration 5F: 3 clusters Score -673593.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -674211.062500 Penalty: 850.112427
	Iteration 6F: 3 clusters Score -674211.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -674569.437500 Penalty: 850.112427
	Iteration 7Q: 3 clusters Score -674569.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -674744.000000 Penalty: 850.112427
	Iteration 8Q: 3 clusters Score -674744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -674828.812500 Penalty: 850.112427
	Iteration 9Q: 3 clusters Score -674828.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -674876.437500 Penalty: 850.112427
	Iteration 10Q: 3 clusters Score -674876.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -674912.875000 Penalty: 850.112427
	Iteration 11Q: 3 clusters Score -674912.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -674934.125000 Penalty: 850.112427
	Iteration 12Q: 3 clusters Score -674934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -674945.875000 Penalty: 850.112427
	Iteration 13Q: 3 clusters Score -674945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -674960.625000 Penalty: 850.112427
	Iteration 14Q: 3 clusters Score -674960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -674968.250000 Penalty: 850.112427
	Iteration 15Q: 3 clusters Score -674968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -674972.125000 Penalty: 850.112427
	Iteration 16Q: 3 clusters Score -674972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -674975.625000 Penalty: 850.112427
	Iteration 17Q: 3 clusters Score -674975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -674976.812500 Penalty: 850.112427
	Iteration 18Q: 3 clusters Score -674976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -674976.812500 Penalty: 850.112427
	Iteration 19F: 3 clusters Score -674976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Entering Unmasked Estep 
Score: -1949006.875000 Penalty: 468.842987
	Iteration 0F: 2 clusters Score -1949007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1929386.750000 Penalty: 937.685974
	Iteration 0F: 3 clusters Score -1929387 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1938725.375000 Penalty: 937.685974
	Iteration 1F: 3 clusters Score -1938725 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1940013.125000 Penalty: 937.685974
	Iteration 2F: 3 clusters Score -1940013 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1941694.500000 Penalty: 937.685974
	Iteration 3F: 3 clusters Score -1941694 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1943304.000000 Penalty: 937.685974
	Iteration 4F: 3 clusters Score -1943304 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1944225.625000 Penalty: 937.685974
	Iteration 5F: 3 clusters Score -1944226 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1944594.375000 Penalty: 937.685974
	Iteration 6Q: 3 clusters Score -1944594 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1944773.500000 Penalty: 937.685974
	Iteration 7Q: 3 clusters Score -1944774 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1944920.125000 Penalty: 937.685974
	Iteration 8Q: 3 clusters Score -1944920 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1945084.250000 Penalty: 937.685974
	Iteration 9Q: 3 clusters Score -1945084 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1945247.750000 Penalty: 937.685974
	Iteration 10Q: 3 clusters Score -1945248 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1945394.375000 Penalty: 937.685974
	Iteration 11Q: 3 clusters Score -1945394 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1945555.000000 Penalty: 937.685974
	Iteration 12Q: 3 clusters Score -1945555 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1945738.750000 Penalty: 937.685974
	Iteration 13Q: 3 clusters Score -1945739 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1945922.125000 Penalty: 937.685974
	Iteration 14Q: 3 clusters Score -1945922 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1946081.125000 Penalty: 937.685974
	Iteration 15Q: 3 clusters Score -1946081 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1946226.375000 Penalty: 937.685974
	Iteration 16Q: 3 clusters Score -1946226 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1946376.875000 Penalty: 937.685974
	Iteration 17Q: 3 clusters Score -1946377 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1946526.000000 Penalty: 937.685974
	Iteration 18Q: 3 clusters Score -1946526 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1946678.125000 Penalty: 937.685974
	Iteration 19Q: 3 clusters Score -1946678 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1946831.500000 Penalty: 937.685974
	Iteration 20F: 3 clusters Score -1946832 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1946997.125000 Penalty: 937.685974
	Iteration 21Q: 3 clusters Score -1946997 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1947212.625000 Penalty: 937.685974
	Iteration 22Q: 3 clusters Score -1947213 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1947382.875000 Penalty: 937.685974
	Iteration 23Q: 3 clusters Score -1947383 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1947536.625000 Penalty: 937.685974
	Iteration 24Q: 3 clusters Score -1947537 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1947675.000000 Penalty: 937.685974
	Iteration 25Q: 3 clusters Score -1947675 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1947816.125000 Penalty: 937.685974
	Iteration 26Q: 3 clusters Score -1947816 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1947926.625000 Penalty: 937.685974
	Iteration 27Q: 3 clusters Score -1947927 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1948010.375000 Penalty: 937.685974
	Iteration 28Q: 3 clusters Score -1948010 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1948081.000000 Penalty: 937.685974
	Iteration 29Q: 3 clusters Score -1948081 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1948128.125000 Penalty: 937.685974
	Iteration 30Q: 3 clusters Score -1948128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1948172.375000 Penalty: 937.685974
	Iteration 31Q: 3 clusters Score -1948172 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1948208.625000 Penalty: 937.685974
	Iteration 32Q: 3 clusters Score -1948209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1948226.500000 Penalty: 937.685974
	Iteration 33Q: 3 clusters Score -1948226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1948255.750000 Penalty: 937.685974
	Iteration 34Q: 3 clusters Score -1948256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1948276.250000 Penalty: 937.685974
	Iteration 35Q: 3 clusters Score -1948276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1948296.625000 Penalty: 937.685974
	Iteration 36Q: 3 clusters Score -1948297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1948311.250000 Penalty: 937.685974
	Iteration 37Q: 3 clusters Score -1948311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1948317.250000 Penalty: 937.685974
	Iteration 38Q: 3 clusters Score -1948317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1948333.625000 Penalty: 937.685974
	Iteration 39Q: 3 clusters Score -1948334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1948349.875000 Penalty: 937.685974
	Iteration 40F: 3 clusters Score -1948350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1948372.375000 Penalty: 937.685974
	Iteration 41Q: 3 clusters Score -1948372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1948383.750000 Penalty: 937.685974
	Iteration 42Q: 3 clusters Score -1948384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1948393.125000 Penalty: 937.685974
	Iteration 43Q: 3 clusters Score -1948393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1948397.750000 Penalty: 937.685974
	Iteration 44Q: 3 clusters Score -1948398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1948409.750000 Penalty: 937.685974
	Iteration 45Q: 3 clusters Score -1948410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1948429.875000 Penalty: 937.685974
	Iteration 46Q: 3 clusters Score -1948430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1948430.000000 Penalty: 937.685974
	Iteration 47Q: 3 clusters Score -1948430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1948443.250000 Penalty: 937.685974
	Iteration 48Q: 3 clusters Score -1948443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1948451.375000 Penalty: 937.685974
	Iteration 49Q: 3 clusters Score -1948451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1948473.125000 Penalty: 937.685974
	Iteration 50Q: 3 clusters Score -1948473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1948479.875000 Penalty: 937.685974
	Iteration 51Q: 3 clusters Score -1948480 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1948496.375000 Penalty: 937.685974
	Iteration 52Q: 3 clusters Score -1948496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1948504.750000 Penalty: 937.685974
	Iteration 53Q: 3 clusters Score -1948505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1948514.750000 Penalty: 937.685974
	Iteration 54Q: 3 clusters Score -1948515 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1948523.500000 Penalty: 937.685974
	Iteration 55Q: 3 clusters Score -1948524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1948535.000000 Penalty: 937.685974
	Iteration 56Q: 3 clusters Score -1948535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1948558.375000 Penalty: 937.685974
	Iteration 57Q: 3 clusters Score -1948558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1948566.625000 Penalty: 937.685974
	Iteration 58Q: 3 clusters Score -1948567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1948578.500000 Penalty: 937.685974
	Iteration 59Q: 3 clusters Score -1948578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1948582.375000 Penalty: 937.685974
	Iteration 60F: 3 clusters Score -1948582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1948591.375000 Penalty: 937.685974
	Iteration 61Q: 3 clusters Score -1948591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1948591.375000 Penalty: 937.685974
	Iteration 62Q: 3 clusters Score -1948591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1948595.750000 Penalty: 937.685974
	Iteration 63Q: 3 clusters Score -1948596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1948595.250000 Penalty: 937.685974
	Iteration 64Q: 3 clusters Score -1948595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1948598.125000 Penalty: 937.685974
	Iteration 65Q: 3 clusters Score -1948598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1948602.000000 Penalty: 937.685974
	Iteration 66Q: 3 clusters Score -1948602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1948601.500000 Penalty: 937.685974
	Iteration 67Q: 3 clusters Score -1948602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1948604.250000 Penalty: 937.685974
	Iteration 68Q: 3 clusters Score -1948604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1948605.875000 Penalty: 937.685974
	Iteration 69Q: 3 clusters Score -1948606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1948611.875000 Penalty: 937.685974
	Iteration 70Q: 3 clusters Score -1948612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1948626.875000 Penalty: 937.685974
	Iteration 71Q: 3 clusters Score -1948627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1948628.125000 Penalty: 937.685974
	Iteration 72Q: 3 clusters Score -1948628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1948629.875000 Penalty: 937.685974
	Iteration 73Q: 3 clusters Score -1948630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1948635.125000 Penalty: 937.685974
	Iteration 74Q: 3 clusters Score -1948635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1948640.500000 Penalty: 937.685974
	Iteration 75Q: 3 clusters Score -1948640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1948644.375000 Penalty: 937.685974
	Iteration 76Q: 3 clusters Score -1948644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1948651.625000 Penalty: 937.685974
	Iteration 77Q: 3 clusters Score -1948652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1948656.375000 Penalty: 937.685974
	Iteration 78Q: 3 clusters Score -1948656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1948666.000000 Penalty: 937.685974
	Iteration 79Q: 3 clusters Score -1948666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1948677.000000 Penalty: 937.685974
	Iteration 80F: 3 clusters Score -1948677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1948684.125000 Penalty: 937.685974
	Iteration 81Q: 3 clusters Score -1948684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1948696.125000 Penalty: 937.685974
	Iteration 82Q: 3 clusters Score -1948696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1948703.125000 Penalty: 937.685974
	Iteration 83Q: 3 clusters Score -1948703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1948712.375000 Penalty: 937.685974
	Iteration 84Q: 3 clusters Score -1948712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1948718.250000 Penalty: 937.685974
	Iteration 85Q: 3 clusters Score -1948718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1948721.750000 Penalty: 937.685974
	Iteration 86Q: 3 clusters Score -1948722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1948723.250000 Penalty: 937.685974
	Iteration 87Q: 3 clusters Score -1948723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1948720.750000 Penalty: 937.685974
	Iteration 88Q: 3 clusters Score -1948721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1948728.500000 Penalty: 937.685974
	Iteration 89Q: 3 clusters Score -1948728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1948732.750000 Penalty: 937.685974
	Iteration 90Q: 3 clusters Score -1948733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1948735.500000 Penalty: 937.685974
	Iteration 91Q: 3 clusters Score -1948736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1948738.875000 Penalty: 937.685974
	Iteration 92Q: 3 clusters Score -1948739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1948740.000000 Penalty: 937.685974
	Iteration 93Q: 3 clusters Score -1948740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1948743.750000 Penalty: 937.685974
	Iteration 94Q: 3 clusters Score -1948744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1948743.000000 Penalty: 937.685974
	Iteration 95Q: 3 clusters Score -1948743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1948746.125000 Penalty: 937.685974
	Iteration 96Q: 3 clusters Score -1948746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1948744.125000 Penalty: 937.685974
	Iteration 97Q: 3 clusters Score -1948744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1948744.125000 Penalty: 937.685974
	Iteration 98F: 3 clusters Score -1948744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -376472.093750 Penalty: 394.104614
	Iteration 0F: 2 clusters Score -376472.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -372581.875000 Penalty: 788.209229
	Iteration 0F: 3 clusters Score -372581.9 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -374099.906250 Penalty: 788.209229
	Iteration 1F: 3 clusters Score -374099.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -374299.156250 Penalty: 788.209229
	Iteration 2F: 3 clusters Score -374299.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -374515.375000 Penalty: 788.209229
	Iteration 3F: 3 clusters Score -374515.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -374755.593750 Penalty: 788.209229
	Iteration 4F: 3 clusters Score -374755.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -375016.593750 Penalty: 788.209229
	Iteration 5F: 3 clusters Score -375016.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -375279.593750 Penalty: 788.209229
	Iteration 6F: 3 clusters Score -375279.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -375557.718750 Penalty: 788.209229
	Iteration 7F: 3 clusters Score -375557.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -375781.656250 Penalty: 788.209229
	Iteration 8Q: 3 clusters Score -375781.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -375930.437500 Penalty: 788.209229
	Iteration 9Q: 3 clusters Score -375930.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -376004.562500 Penalty: 788.209229
	Iteration 10Q: 3 clusters Score -376004.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -376056.718750 Penalty: 788.209229
	Iteration 11Q: 3 clusters Score -376056.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -376089.968750 Penalty: 788.209229
	Iteration 12Q: 3 clusters Score -376090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -376111.406250 Penalty: 788.209229
	Iteration 13Q: 3 clusters Score -376111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -376123.562500 Penalty: 788.209229
	Iteration 14Q: 3 clusters Score -376123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -376132.031250 Penalty: 788.209229
	Iteration 15Q: 3 clusters Score -376132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -376136.187500 Penalty: 788.209229
	Iteration 16Q: 3 clusters Score -376136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -376143.625000 Penalty: 788.209229
	Iteration 17Q: 3 clusters Score -376143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -376149.906250 Penalty: 788.209229
	Iteration 18Q: 3 clusters Score -376149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -376151.281250 Penalty: 788.209229
	Iteration 19Q: 3 clusters Score -376151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -376153.500000 Penalty: 788.209229
	Iteration 20F: 3 clusters Score -376153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -376154.250000 Penalty: 788.209229
	Iteration 21Q: 3 clusters Score -376154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -376154.343750 Penalty: 788.209229
	Iteration 22Q: 3 clusters Score -376154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -376154.343750 Penalty: 788.209229
	Iteration 23F: 3 clusters Score -376154.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -151232.109375 Penalty: 355.957672
	Iteration 0F: 2 clusters Score -151232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -149481.046875 Penalty: 711.915344
	Iteration 0F: 3 clusters Score -149481 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -150087.593750 Penalty: 711.915344
	Iteration 1F: 3 clusters Score -150087.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -150165.031250 Penalty: 711.915344
	Iteration 2F: 3 clusters Score -150165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -150238.328125 Penalty: 711.915344
	Iteration 3F: 3 clusters Score -150238.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -150324.078125 Penalty: 711.915344
	Iteration 4Q: 3 clusters Score -150324.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -150405.593750 Penalty: 711.915344
	Iteration 5Q: 3 clusters Score -150405.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -150496.750000 Penalty: 711.915344
	Iteration 6Q: 3 clusters Score -150496.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -150577.265625 Penalty: 711.915344
	Iteration 7Q: 3 clusters Score -150577.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -150622.656250 Penalty: 711.915344
	Iteration 8Q: 3 clusters Score -150622.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -150656.062500 Penalty: 711.915344
	Iteration 9Q: 3 clusters Score -150656.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -150685.046875 Penalty: 711.915344
	Iteration 10Q: 3 clusters Score -150685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -150704.781250 Penalty: 711.915344
	Iteration 11Q: 3 clusters Score -150704.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -150723.312500 Penalty: 711.915344
	Iteration 12Q: 3 clusters Score -150723.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -150737.218750 Penalty: 711.915344
	Iteration 13Q: 3 clusters Score -150737.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -150751.875000 Penalty: 711.915344
	Iteration 14Q: 3 clusters Score -150751.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -150764.593750 Penalty: 711.915344
	Iteration 15Q: 3 clusters Score -150764.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -150775.250000 Penalty: 711.915344
	Iteration 16Q: 3 clusters Score -150775.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -150781.046875 Penalty: 711.915344
	Iteration 17Q: 3 clusters Score -150781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -150783.015625 Penalty: 711.915344
	Iteration 18Q: 3 clusters Score -150783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -150784.187500 Penalty: 711.915344
	Iteration 19Q: 3 clusters Score -150784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -150784.953125 Penalty: 711.915344
	Iteration 20F: 3 clusters Score -150785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -150786.515625 Penalty: 711.915344
	Iteration 21Q: 3 clusters Score -150786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -150789.062500 Penalty: 711.915344
	Iteration 22Q: 3 clusters Score -150789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -150791.484375 Penalty: 711.915344
	Iteration 23Q: 3 clusters Score -150791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -150793.296875 Penalty: 711.915344
	Iteration 24Q: 3 clusters Score -150793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -150794.390625 Penalty: 711.915344
	Iteration 25Q: 3 clusters Score -150794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -150794.671875 Penalty: 711.915344
	Iteration 26Q: 3 clusters Score -150794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -150795.593750 Penalty: 711.915344
	Iteration 27Q: 3 clusters Score -150795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -150796.125000 Penalty: 711.915344
	Iteration 28Q: 3 clusters Score -150796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -150796.500000 Penalty: 711.915344
	Iteration 29Q: 3 clusters Score -150796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -150797.109375 Penalty: 711.915344
	Iteration 30Q: 3 clusters Score -150797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -150797.312500 Penalty: 711.915344
	Iteration 31Q: 3 clusters Score -150797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -150797.859375 Penalty: 711.915344
	Iteration 32Q: 3 clusters Score -150797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -150798.343750 Penalty: 711.915344
	Iteration 33Q: 3 clusters Score -150798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -150798.484375 Penalty: 711.915344
	Iteration 34Q: 3 clusters Score -150798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -150799.484375 Penalty: 711.915344
	Iteration 35Q: 3 clusters Score -150799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -150800.046875 Penalty: 711.915344
	Iteration 36Q: 3 clusters Score -150800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -150800.562500 Penalty: 711.915344
	Iteration 37Q: 3 clusters Score -150800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -150801.140625 Penalty: 711.915344
	Iteration 38Q: 3 clusters Score -150801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -150801.234375 Penalty: 711.915344
	Iteration 39Q: 3 clusters Score -150801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -150801.968750 Penalty: 711.915344
	Iteration 40F: 3 clusters Score -150802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -150802.375000 Penalty: 711.915344
	Iteration 41Q: 3 clusters Score -150802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -150802.296875 Penalty: 711.915344
	Iteration 42Q: 3 clusters Score -150802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -150802.515625 Penalty: 711.915344
	Iteration 43Q: 3 clusters Score -150802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -150802.515625 Penalty: 711.915344
	Iteration 44F: 3 clusters Score -150802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -556937.875000 Penalty: 413.926392
	Iteration 0F: 2 clusters Score -556937.9 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 4526 members 
Entering Unmasked Estep 
Score: -550936.937500 Penalty: 827.852783
	Iteration 0F: 3 clusters Score -550936.9 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -553495.625000 Penalty: 827.852783
	Iteration 1F: 3 clusters Score -553495.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -553833.937500 Penalty: 827.852783
	Iteration 2F: 3 clusters Score -553833.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -554218.375000 Penalty: 827.852783
	Iteration 3F: 3 clusters Score -554218.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -554708.187500 Penalty: 827.852783
	Iteration 4F: 3 clusters Score -554708.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -555184.437500 Penalty: 827.852783
	Iteration 5F: 3 clusters Score -555184.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -555520.687500 Penalty: 827.852783
	Iteration 6Q: 3 clusters Score -555520.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -555722.812500 Penalty: 827.852783
	Iteration 7Q: 3 clusters Score -555722.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -555863.062500 Penalty: 827.852783
	Iteration 8Q: 3 clusters Score -555863.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -555963.750000 Penalty: 827.852783
	Iteration 9Q: 3 clusters Score -555963.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -556045.312500 Penalty: 827.852783
	Iteration 10Q: 3 clusters Score -556045.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -556092.000000 Penalty: 827.852783
	Iteration 11Q: 3 clusters Score -556092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -556139.812500 Penalty: 827.852783
	Iteration 12Q: 3 clusters Score -556139.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -556188.812500 Penalty: 827.852783
	Iteration 13Q: 3 clusters Score -556188.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -556217.250000 Penalty: 827.852783
	Iteration 14Q: 3 clusters Score -556217.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -556238.500000 Penalty: 827.852783
	Iteration 15Q: 3 clusters Score -556238.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -556263.750000 Penalty: 827.852783
	Iteration 16Q: 3 clusters Score -556263.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -556286.687500 Penalty: 827.852783
	Iteration 17Q: 3 clusters Score -556286.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -556316.812500 Penalty: 827.852783
	Iteration 18Q: 3 clusters Score -556316.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -556347.562500 Penalty: 827.852783
	Iteration 19Q: 3 clusters Score -556347.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -556378.375000 Penalty: 827.852783
	Iteration 20F: 3 clusters Score -556378.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -556417.062500 Penalty: 827.852783
	Iteration 21Q: 3 clusters Score -556417.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -556450.312500 Penalty: 827.852783
	Iteration 22Q: 3 clusters Score -556450.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -556471.750000 Penalty: 827.852783
	Iteration 23Q: 3 clusters Score -556471.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -556490.125000 Penalty: 827.852783
	Iteration 24Q: 3 clusters Score -556490.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -556509.437500 Penalty: 827.852783
	Iteration 25Q: 3 clusters Score -556509.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -556525.562500 Penalty: 827.852783
	Iteration 26Q: 3 clusters Score -556525.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -556545.937500 Penalty: 827.852783
	Iteration 27Q: 3 clusters Score -556545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -556560.312500 Penalty: 827.852783
	Iteration 28Q: 3 clusters Score -556560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -556564.125000 Penalty: 827.852783
	Iteration 29Q: 3 clusters Score -556564.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -556568.375000 Penalty: 827.852783
	Iteration 30Q: 3 clusters Score -556568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -556571.375000 Penalty: 827.852783
	Iteration 31Q: 3 clusters Score -556571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -556571.562500 Penalty: 827.852783
	Iteration 32Q: 3 clusters Score -556571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -556573.375000 Penalty: 827.852783
	Iteration 33Q: 3 clusters Score -556573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -556576.125000 Penalty: 827.852783
	Iteration 34Q: 3 clusters Score -556576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -556579.437500 Penalty: 827.852783
	Iteration 35Q: 3 clusters Score -556579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -556582.062500 Penalty: 827.852783
	Iteration 36Q: 3 clusters Score -556582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -556584.687500 Penalty: 827.852783
	Iteration 37Q: 3 clusters Score -556584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -556589.375000 Penalty: 827.852783
	Iteration 38Q: 3 clusters Score -556589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -556595.375000 Penalty: 827.852783
	Iteration 39Q: 3 clusters Score -556595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -556601.250000 Penalty: 827.852783
	Iteration 40F: 3 clusters Score -556601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -556603.500000 Penalty: 827.852783
	Iteration 41Q: 3 clusters Score -556603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -556603.500000 Penalty: 827.852783
	Iteration 42Q: 3 clusters Score -556603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -556604.000000 Penalty: 827.852783
	Iteration 43Q: 3 clusters Score -556604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -556604.062500 Penalty: 827.852783
	Iteration 44Q: 3 clusters Score -556604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -556604.437500 Penalty: 827.852783
	Iteration 45Q: 3 clusters Score -556604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -556604.437500 Penalty: 827.852783
	Iteration 46F: 3 clusters Score -556604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Entering Unmasked Estep 
Score: -332959.281250 Penalty: 388.744476
	Iteration 0F: 2 clusters Score -332959.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -329507.687500 Penalty: 777.488953
	Iteration 0F: 3 clusters Score -329507.7 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -330795.625000 Penalty: 777.488953
	Iteration 1F: 3 clusters Score -330795.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -330973.343750 Penalty: 777.488953
	Iteration 2F: 3 clusters Score -330973.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -331175.625000 Penalty: 777.488953
	Iteration 3F: 3 clusters Score -331175.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -331449.250000 Penalty: 777.488953
	Iteration 4F: 3 clusters Score -331449.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -331751.812500 Penalty: 777.488953
	Iteration 5F: 3 clusters Score -331751.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -331937.312500 Penalty: 777.488953
	Iteration 6Q: 3 clusters Score -331937.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332042.000000 Penalty: 777.488953
	Iteration 7Q: 3 clusters Score -332042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -332113.625000 Penalty: 777.488953
	Iteration 8Q: 3 clusters Score -332113.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -332163.437500 Penalty: 777.488953
	Iteration 9Q: 3 clusters Score -332163.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -332214.468750 Penalty: 777.488953
	Iteration 10Q: 3 clusters Score -332214.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -332247.437500 Penalty: 777.488953
	Iteration 11Q: 3 clusters Score -332247.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -332280.687500 Penalty: 777.488953
	Iteration 12Q: 3 clusters Score -332280.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -332311.625000 Penalty: 777.488953
	Iteration 13Q: 3 clusters Score -332311.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -332347.125000 Penalty: 777.488953
	Iteration 14Q: 3 clusters Score -332347.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -332375.656250 Penalty: 777.488953
	Iteration 15Q: 3 clusters Score -332375.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -332404.718750 Penalty: 777.488953
	Iteration 16Q: 3 clusters Score -332404.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -332427.343750 Penalty: 777.488953
	Iteration 17Q: 3 clusters Score -332427.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -332445.625000 Penalty: 777.488953
	Iteration 18Q: 3 clusters Score -332445.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -332458.531250 Penalty: 777.488953
	Iteration 19Q: 3 clusters Score -332458.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -332470.125000 Penalty: 777.488953
	Iteration 20F: 3 clusters Score -332470.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -332479.406250 Penalty: 777.488953
	Iteration 21Q: 3 clusters Score -332479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -332494.000000 Penalty: 777.488953
	Iteration 22Q: 3 clusters Score -332494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -332508.500000 Penalty: 777.488953
	Iteration 23Q: 3 clusters Score -332508.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -332519.187500 Penalty: 777.488953
	Iteration 24Q: 3 clusters Score -332519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -332527.718750 Penalty: 777.488953
	Iteration 25Q: 3 clusters Score -332527.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -332534.531250 Penalty: 777.488953
	Iteration 26Q: 3 clusters Score -332534.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -332543.875000 Penalty: 777.488953
	Iteration 27Q: 3 clusters Score -332543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -332551.250000 Penalty: 777.488953
	Iteration 28Q: 3 clusters Score -332551.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -332554.718750 Penalty: 777.488953
	Iteration 29Q: 3 clusters Score -332554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -332558.531250 Penalty: 777.488953
	Iteration 30Q: 3 clusters Score -332558.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -332566.031250 Penalty: 777.488953
	Iteration 31Q: 3 clusters Score -332566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -332572.656250 Penalty: 777.488953
	Iteration 32Q: 3 clusters Score -332572.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -332577.875000 Penalty: 777.488953
	Iteration 33Q: 3 clusters Score -332577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -332582.093750 Penalty: 777.488953
	Iteration 34Q: 3 clusters Score -332582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -332586.531250 Penalty: 777.488953
	Iteration 35Q: 3 clusters Score -332586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -332590.218750 Penalty: 777.488953
	Iteration 36Q: 3 clusters Score -332590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -332598.187500 Penalty: 777.488953
	Iteration 37Q: 3 clusters Score -332598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -332603.125000 Penalty: 777.488953
	Iteration 38Q: 3 clusters Score -332603.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -332608.375000 Penalty: 777.488953
	Iteration 39Q: 3 clusters Score -332608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -332611.875000 Penalty: 777.488953
	Iteration 40F: 3 clusters Score -332611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -332611.875000 Penalty: 777.488953
	Iteration 41Q: 3 clusters Score -332611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -332611.875000 Penalty: 777.488953
	Iteration 42F: 3 clusters Score -332611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -118958.515625 Penalty: 342.514618
	Iteration 0F: 2 clusters Score -118958.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -117608.851562 Penalty: 685.029236
	Iteration 0F: 3 clusters Score -117608.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -118029.515625 Penalty: 685.029236
	Iteration 1F: 3 clusters Score -118029.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118086.773438 Penalty: 685.029236
	Iteration 2F: 3 clusters Score -118086.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118147.445312 Penalty: 685.029236
	Iteration 3F: 3 clusters Score -118147.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118261.335938 Penalty: 685.029236
	Iteration 4F: 3 clusters Score -118261.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -118375.726562 Penalty: 685.029236
	Iteration 5F: 3 clusters Score -118375.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118476.875000 Penalty: 685.029236
	Iteration 6F: 3 clusters Score -118476.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -118571.921875 Penalty: 685.029236
	Iteration 7Q: 3 clusters Score -118571.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -118649.007812 Penalty: 685.029236
	Iteration 8Q: 3 clusters Score -118649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -118695.953125 Penalty: 685.029236
	Iteration 9Q: 3 clusters Score -118696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -118726.500000 Penalty: 685.029236
	Iteration 10Q: 3 clusters Score -118726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -118740.726562 Penalty: 685.029236
	Iteration 11Q: 3 clusters Score -118740.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -118745.437500 Penalty: 685.029236
	Iteration 12Q: 3 clusters Score -118745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -118753.679688 Penalty: 685.029236
	Iteration 13Q: 3 clusters Score -118753.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -118760.796875 Penalty: 685.029236
	Iteration 14Q: 3 clusters Score -118760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -118766.554688 Penalty: 685.029236
	Iteration 15Q: 3 clusters Score -118766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -118769.953125 Penalty: 685.029236
	Iteration 16Q: 3 clusters Score -118770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -118776.687500 Penalty: 685.029236
	Iteration 17Q: 3 clusters Score -118776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -118780.007812 Penalty: 685.029236
	Iteration 18Q: 3 clusters Score -118780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -118783.195312 Penalty: 685.029236
	Iteration 19Q: 3 clusters Score -118783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -118786.820312 Penalty: 685.029236
	Iteration 20F: 3 clusters Score -118786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -118789.421875 Penalty: 685.029236
	Iteration 21Q: 3 clusters Score -118789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -118791.742188 Penalty: 685.029236
	Iteration 22Q: 3 clusters Score -118791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -118792.234375 Penalty: 685.029236
	Iteration 23Q: 3 clusters Score -118792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -118792.507812 Penalty: 685.029236
	Iteration 24Q: 3 clusters Score -118792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -118792.687500 Penalty: 685.029236
	Iteration 25Q: 3 clusters Score -118792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -118792.687500 Penalty: 685.029236
	Iteration 26F: 3 clusters Score -118792.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Entering Unmasked Estep 
Score: -1310649.625000 Penalty: 450.822021
	Iteration 0F: 2 clusters Score -1310650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1297170.750000 Penalty: 901.644043
	Iteration 0F: 3 clusters Score -1297171 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1302973.875000 Penalty: 901.644043
	Iteration 1F: 3 clusters Score -1302974 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1303453.875000 Penalty: 901.644043
	Iteration 2Q: 3 clusters Score -1303454 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1304116.000000 Penalty: 901.644043
	Iteration 3F: 3 clusters Score -1304116 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1305002.250000 Penalty: 901.644043
	Iteration 4F: 3 clusters Score -1305002 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1305982.625000 Penalty: 901.644043
	Iteration 5F: 3 clusters Score -1305983 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1306631.625000 Penalty: 901.644043
	Iteration 6F: 3 clusters Score -1306632 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1306858.750000 Penalty: 901.644043
	Iteration 7Q: 3 clusters Score -1306859 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1306939.000000 Penalty: 901.644043
	Iteration 8Q: 3 clusters Score -1306939 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1306977.875000 Penalty: 901.644043
	Iteration 9Q: 3 clusters Score -1306978 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1307001.625000 Penalty: 901.644043
	Iteration 10Q: 3 clusters Score -1307002 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1307040.750000 Penalty: 901.644043
	Iteration 11Q: 3 clusters Score -1307041 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1307074.375000 Penalty: 901.644043
	Iteration 12Q: 3 clusters Score -1307074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1307104.875000 Penalty: 901.644043
	Iteration 13Q: 3 clusters Score -1307105 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1307138.875000 Penalty: 901.644043
	Iteration 14Q: 3 clusters Score -1307139 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1307166.250000 Penalty: 901.644043
	Iteration 15Q: 3 clusters Score -1307166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1307195.750000 Penalty: 901.644043
	Iteration 16Q: 3 clusters Score -1307196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1307232.875000 Penalty: 901.644043
	Iteration 17Q: 3 clusters Score -1307233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1307266.000000 Penalty: 901.644043
	Iteration 18Q: 3 clusters Score -1307266 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1307295.250000 Penalty: 901.644043
	Iteration 19Q: 3 clusters Score -1307295 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1307326.125000 Penalty: 901.644043
	Iteration 20F: 3 clusters Score -1307326 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1307359.500000 Penalty: 901.644043
	Iteration 21Q: 3 clusters Score -1307360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1307385.625000 Penalty: 901.644043
	Iteration 22Q: 3 clusters Score -1307386 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1307421.875000 Penalty: 901.644043
	Iteration 23Q: 3 clusters Score -1307422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1307456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1307496.750000 Penalty: 901.644043
	Iteration 25Q: 3 clusters Score -1307497 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1307544 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1307588 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1307643 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1307718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1307822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1307928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1308035 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1308137 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1308249 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1308359 nChanged 300
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1308494 nChanged 303
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1308639 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1308802 nChanged 312
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1308958 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1309116 nChanged 270
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Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1309235 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1309328 nChanged 197
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Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1309406 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1309481 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1309546 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1309615 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1309689 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1309748 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1309804 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1309856 nChanged 118
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Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1309896 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1309935 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1309966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1310008 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1310046 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1310077 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1310111 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1310148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1310167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1310181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1310187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1310201.000000 Penalty: 901.644043
	Iteration 62Q: 3 clusters Score -1310201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1310206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1310218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1310222.000000 Penalty: 901.644043
	Iteration 65Q: 3 clusters Score -1310222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1310226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -1310227.000000 Penalty: 901.644043
	Iteration 67Q: 3 clusters Score -1310227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1310228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1310231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1310235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1310236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1310239.000000 Penalty: 901.644043
	Iteration 72Q: 3 clusters Score -1310239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1310238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1310240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1310239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1310241 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1310241.875000 Penalty: 901.644043
	Iteration 77Q: 3 clusters Score -1310242 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1310242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1310243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1310242.375000 Penalty: 901.644043
	Iteration 80F: 3 clusters Score -1310242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1310243.125000 Penalty: 901.644043
	Iteration 81Q: 3 clusters Score -1310243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1310246.375000 Penalty: 901.644043
	Iteration 82Q: 3 clusters Score -1310246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1310246 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1310247 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1310247 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1310249 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1310251 nChanged 19
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Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1310255 nChanged 17
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Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1310266.250000 Penalty: 901.644043
	Iteration 89Q: 3 clusters Score -1310266 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1310270.500000 Penalty: 901.644043
	Iteration 90Q: 3 clusters Score -1310270 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1310270 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1310272 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1310273.625000 Penalty: 901.644043
	Iteration 93Q: 3 clusters Score -1310274 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1310276 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1310278 nChanged 6
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Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1310277 nChanged 7
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Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1310280 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1310284 nChanged 6
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Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1310284 nChanged 6
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Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1310286.000000 Penalty: 901.644043
	Iteration 100F: 3 clusters Score -1310286 nChanged 9
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Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1310288 nChanged 6
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Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1310290.125000 Penalty: 901.644043
	Iteration 102Q: 3 clusters Score -1310290 nChanged 6
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Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1310293.625000 Penalty: 901.644043
	Iteration 103Q: 3 clusters Score -1310294 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1310300 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1310302.625000 Penalty: 901.644043
	Iteration 105Q: 3 clusters Score -1310303 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1310302 nChanged 3
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Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1310301 nChanged 1
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Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1310301 nChanged 1
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Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1310300 nChanged 3
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Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1310302 nChanged 2
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Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1310301 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1310303 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1310303 nChanged 2
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Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1310304 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1310303.500000 Penalty: 901.644043
	Iteration 115Q: 3 clusters Score -1310304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1310304.250000 Penalty: 901.644043
	Iteration 116Q: 3 clusters Score -1310304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -1310304.875000 Penalty: 901.644043
	Iteration 117Q: 3 clusters Score -1310305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1310306.000000 Penalty: 901.644043
	Iteration 118Q: 3 clusters Score -1310306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1310307.375000 Penalty: 901.644043
	Iteration 119Q: 3 clusters Score -1310307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1310308.500000 Penalty: 901.644043
	Iteration 120F: 3 clusters Score -1310308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1310308.375000 Penalty: 901.644043
	Iteration 121Q: 3 clusters Score -1310308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1310310.125000 Penalty: 901.644043
	Iteration 122Q: 3 clusters Score -1310310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1310311.000000 Penalty: 901.644043
	Iteration 123Q: 3 clusters Score -1310311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1310309.750000 Penalty: 901.644043
	Iteration 124Q: 3 clusters Score -1310310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1310309.750000 Penalty: 901.644043
	Iteration 125F: 3 clusters Score -1310310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (74371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Entering Unmasked Estep 
Score: -4768736.000000 Penalty: 510.365387
	Iteration 0F: 2 clusters Score -4768736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4720903.500000 Penalty: 1020.730774
	Iteration 0F: 3 clusters Score -4720904 nChanged 36108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -4744048.000000 Penalty: 1020.730774
	Iteration 1F: 3 clusters Score -4744048 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -4746925.500000 Penalty: 1020.730774
	Iteration 2F: 3 clusters Score -4746926 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -4751404.000000 Penalty: 1020.730774
	Iteration 3F: 3 clusters Score -4751404 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -4757340.500000 Penalty: 1020.730774
	Iteration 4F: 3 clusters Score -4757340 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -4762775.000000 Penalty: 1020.730774
	Iteration 5F: 3 clusters Score -4762775 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -4766000.500000 Penalty: 1020.730774
	Iteration 6Q: 3 clusters Score -4766000 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -4767380.000000 Penalty: 1020.730774
	Iteration 7Q: 3 clusters Score -4767380 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -4767936.500000 Penalty: 1020.730774
	Iteration 8Q: 3 clusters Score -4767936 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -4768245.500000 Penalty: 1020.730774
	Iteration 9Q: 3 clusters Score -4768246 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -4768467.000000 Penalty: 1020.730774
	Iteration 10Q: 3 clusters Score -4768467 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -4768629.500000 Penalty: 1020.730774
	Iteration 11Q: 3 clusters Score -4768630 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -4768766.500000 Penalty: 1020.730774
	Iteration 12Q: 3 clusters Score -4768766 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -4768837.500000 Penalty: 1020.730774
	Iteration 13Q: 3 clusters Score -4768838 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -4768901.000000 Penalty: 1020.730774
	Iteration 14Q: 3 clusters Score -4768901 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -4768977.000000 Penalty: 1020.730774
	Iteration 15Q: 3 clusters Score -4768977 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -4768987.000000 Penalty: 1020.730774
	Iteration 16Q: 3 clusters Score -4768987 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -4769028.000000 Penalty: 1020.730774
	Iteration 17Q: 3 clusters Score -4769028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -4769041.500000 Penalty: 1020.730774
	Iteration 18Q: 3 clusters Score -4769042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -4769071.000000 Penalty: 1020.730774
	Iteration 19Q: 3 clusters Score -4769071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -4769082.000000 Penalty: 1020.730774
	Iteration 20F: 3 clusters Score -4769082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -4769085.500000 Penalty: 1020.730774
	Iteration 21Q: 3 clusters Score -4769086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -4769095.000000 Penalty: 1020.730774
	Iteration 22Q: 3 clusters Score -4769095 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -4769122.500000 Penalty: 1020.730774
	Iteration 23Q: 3 clusters Score -4769122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -4769135.500000 Penalty: 1020.730774
	Iteration 24Q: 3 clusters Score -4769136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -4769133.500000 Penalty: 1020.730774
	Iteration 25Q: 3 clusters Score -4769134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -4769132.000000 Penalty: 1020.730774
	Iteration 26Q: 3 clusters Score -4769132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -4769132.000000 Penalty: 1020.730774
	Iteration 27Q: 3 clusters Score -4769132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -4769114.500000 Penalty: 1020.730774
	Iteration 28Q: 3 clusters Score -4769114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -4769110.500000 Penalty: 1020.730774
	Iteration 29Q: 3 clusters Score -4769110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -4769104.500000 Penalty: 1020.730774
	Iteration 30Q: 3 clusters Score -4769104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -4769095.000000 Penalty: 1020.730774
	Iteration 31Q: 3 clusters Score -4769095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -4769089.000000 Penalty: 1020.730774
	Iteration 32Q: 3 clusters Score -4769089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -4769094.500000 Penalty: 1020.730774
	Iteration 33Q: 3 clusters Score -4769094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -4769093.000000 Penalty: 1020.730774
	Iteration 34Q: 3 clusters Score -4769093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -4769091.500000 Penalty: 1020.730774
	Iteration 35Q: 3 clusters Score -4769092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -4769091.500000 Penalty: 1020.730774
	Iteration 36Q: 3 clusters Score -4769092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -4769089.000000 Penalty: 1020.730774
	Iteration 37Q: 3 clusters Score -4769089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -4769093.000000 Penalty: 1020.730774
	Iteration 38Q: 3 clusters Score -4769093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -4769088.500000 Penalty: 1020.730774
	Iteration 39Q: 3 clusters Score -4769088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -4769090.000000 Penalty: 1020.730774
	Iteration 40F: 3 clusters Score -4769090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -4769078.000000 Penalty: 1020.730774
	Iteration 41Q: 3 clusters Score -4769078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -4769067.500000 Penalty: 1020.730774
	Iteration 42Q: 3 clusters Score -4769068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -4769068.000000 Penalty: 1020.730774
	Iteration 43Q: 3 clusters Score -4769068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -4769066.000000 Penalty: 1020.730774
	Iteration 44Q: 3 clusters Score -4769066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -4769071.500000 Penalty: 1020.730774
	Iteration 45Q: 3 clusters Score -4769072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -4769066.000000 Penalty: 1020.730774
	Iteration 46Q: 3 clusters Score -4769066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -4769059.000000 Penalty: 1020.730774
	Iteration 47Q: 3 clusters Score -4769059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -4769054.500000 Penalty: 1020.730774
	Iteration 48Q: 3 clusters Score -4769054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -4769054.000000 Penalty: 1020.730774
	Iteration 49Q: 3 clusters Score -4769054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -4769045.500000 Penalty: 1020.730774
	Iteration 50Q: 3 clusters Score -4769046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -4769045.500000 Penalty: 1020.730774
	Iteration 51Q: 3 clusters Score -4769046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -4769041.000000 Penalty: 1020.730774
	Iteration 52Q: 3 clusters Score -4769041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -4769041.000000 Penalty: 1020.730774
	Iteration 53Q: 3 clusters Score -4769041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -4769043.500000 Penalty: 1020.730774
	Iteration 54Q: 3 clusters Score -4769044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -4769035.500000 Penalty: 1020.730774
	Iteration 55Q: 3 clusters Score -4769036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -4769037.000000 Penalty: 1020.730774
	Iteration 56Q: 3 clusters Score -4769037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -4769032.500000 Penalty: 1020.730774
	Iteration 57Q: 3 clusters Score -4769032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -4769030.000000 Penalty: 1020.730774
	Iteration 58Q: 3 clusters Score -4769030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -4769027.000000 Penalty: 1020.730774
	Iteration 59Q: 3 clusters Score -4769027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -4769024.000000 Penalty: 1020.730774
	Iteration 60F: 3 clusters Score -4769024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -4769017.500000 Penalty: 1020.730774
	Iteration 61Q: 3 clusters Score -4769018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -4769009.500000 Penalty: 1020.730774
	Iteration 62Q: 3 clusters Score -4769010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -4769013.500000 Penalty: 1020.730774
	Iteration 63Q: 3 clusters Score -4769014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -4769006.500000 Penalty: 1020.730774
	Iteration 64Q: 3 clusters Score -4769006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -4768994.000000 Penalty: 1020.730774
	Iteration 65Q: 3 clusters Score -4768994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -4768989.500000 Penalty: 1020.730774
	Iteration 66Q: 3 clusters Score -4768990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -4768989.500000 Penalty: 1020.730774
	Iteration 67Q: 3 clusters Score -4768990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -4768984.500000 Penalty: 1020.730774
	Iteration 68Q: 3 clusters Score -4768984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -4768983.000000 Penalty: 1020.730774
	Iteration 69Q: 3 clusters Score -4768983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -4768981.500000 Penalty: 1020.730774
	Iteration 70Q: 3 clusters Score -4768982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -4768980.000000 Penalty: 1020.730774
	Iteration 71Q: 3 clusters Score -4768980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -4768985.500000 Penalty: 1020.730774
	Iteration 72Q: 3 clusters Score -4768986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -4768977.000000 Penalty: 1020.730774
	Iteration 73Q: 3 clusters Score -4768977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -4768978.500000 Penalty: 1020.730774
	Iteration 74Q: 3 clusters Score -4768978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -4768984.000000 Penalty: 1020.730774
	Iteration 75Q: 3 clusters Score -4768984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -4768977.500000 Penalty: 1020.730774
	Iteration 76Q: 3 clusters Score -4768978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -4768976.000000 Penalty: 1020.730774
	Iteration 77Q: 3 clusters Score -4768976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -4768980.000000 Penalty: 1020.730774
	Iteration 78Q: 3 clusters Score -4768980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -4768977.500000 Penalty: 1020.730774
	Iteration 79Q: 3 clusters Score -4768978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -4768977.500000 Penalty: 1020.730774
	Iteration 80F: 3 clusters Score -4768978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 37468 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 83843 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65908 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 25546 members 
Mstep: Class 20 contains 58095 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 20094 members 
Mstep: Class 29 contains 802 members 
Mstep: Class 30 contains 88224 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 881 members 
Mstep: Class 33 contains 73569 members 
Entering Unmasked Estep 
Score: -42227284.000000 Penalty: 20201.414062
Splitting cluster 29 changes total score from -42227048.000000 to -42227284.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 37468 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 83843 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65908 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 25546 members 
Mstep: Class 20 contains 58095 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 20094 members 
Mstep: Class 29 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227636.000000 Penalty: 20201.414062
Iteration 159Q: 34 clusters Score -4.222764e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 45741 members 
Mstep: Class 7 contains 37586 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 83852 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4787 members 
Mstep: Class 14 contains 79294 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66030 members 
Mstep: Class 17 contains 14960 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 25572 members 
Mstep: Class 20 contains 58237 members 
Mstep: Class 21 contains 11461 members 
Mstep: Class 22 contains 29843 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 8886 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 20158 members 
Mstep: Class 29 contains 922 members 
Mstep: Class 30 contains 87968 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 886 members 
Mstep: Class 33 contains 72883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228460.000000 Penalty: 20201.414062
Iteration 160F: 34 clusters Score -4.222846e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 45707 members 
Mstep: Class 7 contains 37735 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 83322 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 79231 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 66000 members 
Mstep: Class 17 contains 14975 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 25570 members 
Mstep: Class 20 contains 58249 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 29796 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 2496 members 
Mstep: Class 25 contains 8829 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 20192 members 
Mstep: Class 29 contains 978 members 
Mstep: Class 30 contains 88141 members 
Mstep: Class 31 contains 576 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 73105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229068.000000 Penalty: 20201.414062
Iteration 161Q: 34 clusters Score -4.222907e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 45674 members 
Mstep: Class 7 contains 37867 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 82810 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 79205 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65921 members 
Mstep: Class 17 contains 14991 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 25569 members 
Mstep: Class 20 contains 58265 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 29762 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 8792 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 20230 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 88227 members 
Mstep: Class 31 contains 599 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 73449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229356.000000 Penalty: 20201.414062
Iteration 162Q: 34 clusters Score -4.222936e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 860 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 6 contains 45632 members 
Mstep: Class 7 contains 37965 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 82516 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 79120 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65853 members 
Mstep: Class 17 contains 14984 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 25578 members 
Mstep: Class 20 contains 58275 members 
Mstep: Class 21 contains 11545 members 
Mstep: Class 22 contains 29744 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 8769 members 
Mstep: Class 26 contains 5169 members 
Mstep: Class 27 contains 1763 members 
Mstep: Class 28 contains 20252 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 88271 members 
Mstep: Class 31 contains 609 members 
Mstep: Class 32 contains 1016 members 
Mstep: Class 33 contains 73739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229564.000000 Penalty: 20201.414062
Iteration 163Q: 34 clusters Score -4.222956e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 7 contains 38038 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 14812 members 
Mstep: Class 11 contains 82342 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 79025 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65753 members 
Mstep: Class 17 contains 14963 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 25586 members 
Mstep: Class 20 contains 58291 members 
Mstep: Class 21 contains 11562 members 
Mstep: Class 22 contains 29722 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 2504 members 
Mstep: Class 25 contains 8747 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 20259 members 
Mstep: Class 29 contains 1122 members 
Mstep: Class 30 contains 88311 members 
Mstep: Class 31 contains 620 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 73990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229924.000000 Penalty: 20201.414062
Iteration 164Q: 34 clusters Score -4.222992e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 45550 members 
Mstep: Class 7 contains 38082 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 82271 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 78902 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65594 members 
Mstep: Class 17 contains 14939 members 
Mstep: Class 18 contains 1496 members 
Mstep: Class 19 contains 25590 members 
Mstep: Class 20 contains 58301 members 
Mstep: Class 21 contains 11581 members 
Mstep: Class 22 contains 29702 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 2507 members 
Mstep: Class 25 contains 8732 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 20274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 88338 members 
Mstep: Class 31 contains 626 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 74267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230148.000000 Penalty: 20201.414062
Iteration 165Q: 34 clusters Score -4.223015e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 955 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 45511 members 
Mstep: Class 7 contains 38094 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 82265 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 78785 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65407 members 
Mstep: Class 17 contains 14895 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 19 contains 25586 members 
Mstep: Class 20 contains 58310 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 29690 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 2505 members 
Mstep: Class 25 contains 8740 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 20277 members 
Mstep: Class 29 contains 1194 members 
Mstep: Class 30 contains 88385 members 
Mstep: Class 31 contains 631 members 
Mstep: Class 32 contains 1075 members 
Mstep: Class 33 contains 74538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230136.000000 Penalty: 20201.414062
Iteration 166Q: 34 clusters Score -4.223014e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 45465 members 
Mstep: Class 7 contains 38089 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 82373 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 78674 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 65172 members 
Mstep: Class 17 contains 14860 members 
Mstep: Class 18 contains 1507 members 
Mstep: Class 19 contains 25576 members 
Mstep: Class 20 contains 58330 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 29680 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 2499 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 20281 members 
Mstep: Class 29 contains 1236 members 
Mstep: Class 30 contains 88436 members 
Mstep: Class 31 contains 634 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 74746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230264.000000 Penalty: 20201.414062
Iteration 167Q: 34 clusters Score -4.223026e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 38058 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 14650 members 
Mstep: Class 11 contains 82501 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 78594 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 64915 members 
Mstep: Class 17 contains 14806 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 25581 members 
Mstep: Class 20 contains 58343 members 
Mstep: Class 21 contains 11702 members 
Mstep: Class 22 contains 29661 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 8764 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 20290 members 
Mstep: Class 29 contains 1275 members 
Mstep: Class 30 contains 88511 members 
Mstep: Class 31 contains 633 members 
Mstep: Class 32 contains 1102 members 
Mstep: Class 33 contains 74926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230200.000000 Penalty: 20201.414062
Iteration 168Q: 34 clusters Score -4.22302e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 45387 members 
Mstep: Class 7 contains 38030 members 
Mstep: Class 8 contains 1368 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 14606 members 
Mstep: Class 11 contains 82647 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 78524 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 64665 members 
Mstep: Class 17 contains 14767 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 25599 members 
Mstep: Class 20 contains 58354 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 29643 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8766 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 1648 members 
Mstep: Class 28 contains 20295 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 88569 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 1113 members 
Mstep: Class 33 contains 75073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230136.000000 Penalty: 20201.414062
Iteration 169Q: 34 clusters Score -4.223014e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 45361 members 
Mstep: Class 7 contains 37966 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 82792 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 78475 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 64417 members 
Mstep: Class 17 contains 14728 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 25617 members 
Mstep: Class 20 contains 58376 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 22 contains 29627 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 2502 members 
Mstep: Class 25 contains 8767 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1633 members 
Mstep: Class 28 contains 20296 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 88633 members 
Mstep: Class 31 contains 637 members 
Mstep: Class 32 contains 1123 members 
Mstep: Class 33 contains 75224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230128.000000 Penalty: 20201.414062
Iteration 170Q: 34 clusters Score -4.223013e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 82935 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4789 members 
Mstep: Class 14 contains 78423 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 64172 members 
Mstep: Class 17 contains 14719 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 25642 members 
Mstep: Class 20 contains 58392 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 29612 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 8773 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 20296 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 88683 members 
Mstep: Class 31 contains 642 members 
Mstep: Class 32 contains 1134 members 
Mstep: Class 33 contains 75378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230160.000000 Penalty: 20201.414062
Iteration 171Q: 34 clusters Score -4.223016e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 45323 members 
Mstep: Class 7 contains 37802 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 83082 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4800 members 
Mstep: Class 14 contains 78330 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 63929 members 
Mstep: Class 17 contains 14718 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 25659 members 
Mstep: Class 20 contains 58410 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 29607 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 20300 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 88736 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 1156 members 
Mstep: Class 33 contains 75553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230168.000000 Penalty: 20201.414062
Iteration 172Q: 34 clusters Score -4.223017e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3075 members 
Mstep: Class 6 contains 45322 members 
Mstep: Class 7 contains 37699 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 83269 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 78244 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 63682 members 
Mstep: Class 17 contains 14718 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 25667 members 
Mstep: Class 20 contains 58438 members 
Mstep: Class 21 contains 11859 members 
Mstep: Class 22 contains 29607 members 
Mstep: Class 23 contains 5575 members 
Mstep: Class 24 contains 2517 members 
Mstep: Class 25 contains 8793 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1575 members 
Mstep: Class 28 contains 20294 members 
Mstep: Class 29 contains 1409 members 
Mstep: Class 30 contains 88814 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 75659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229940.000000 Penalty: 20201.414062
Iteration 173Q: 34 clusters Score -4.222994e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 45310 members 
Mstep: Class 7 contains 37619 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 14415 members 
Mstep: Class 11 contains 83470 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4835 members 
Mstep: Class 14 contains 78172 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 63488 members 
Mstep: Class 17 contains 14723 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 25675 members 
Mstep: Class 20 contains 58475 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 29602 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 2524 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 20297 members 
Mstep: Class 29 contains 1437 members 
Mstep: Class 30 contains 88839 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 1180 members 
Mstep: Class 33 contains 75704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229984.000000 Penalty: 20201.414062
Iteration 174Q: 34 clusters Score -4.222998e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 45300 members 
Mstep: Class 7 contains 37563 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 83661 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 78196 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 63308 members 
Mstep: Class 17 contains 14722 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 25683 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 21 contains 11902 members 
Mstep: Class 22 contains 29595 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1545 members 
Mstep: Class 28 contains 20310 members 
Mstep: Class 29 contains 1450 members 
Mstep: Class 30 contains 88869 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 1196 members 
Mstep: Class 33 contains 75655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229804.000000 Penalty: 20201.414062
Iteration 175Q: 34 clusters Score -4.22298e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 45305 members 
Mstep: Class 7 contains 37497 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 14322 members 
Mstep: Class 11 contains 83827 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 78230 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 63141 members 
Mstep: Class 17 contains 14728 members 
Mstep: Class 18 contains 1538 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 58520 members 
Mstep: Class 21 contains 11922 members 
Mstep: Class 22 contains 29588 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 20323 members 
Mstep: Class 29 contains 1462 members 
Mstep: Class 30 contains 88904 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 75602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229900.000000 Penalty: 20201.414062
Iteration 176Q: 34 clusters Score -4.22299e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1157 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 45291 members 
Mstep: Class 7 contains 37445 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 14268 members 
Mstep: Class 11 contains 83939 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 78316 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 62978 members 
Mstep: Class 17 contains 14734 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 25688 members 
Mstep: Class 20 contains 58552 members 
Mstep: Class 21 contains 11935 members 
Mstep: Class 22 contains 29583 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 20333 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 88949 members 
Mstep: Class 31 contains 646 members 
Mstep: Class 32 contains 1223 members 
Mstep: Class 33 contains 75559 members 
Entering Unmasked Estep 
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Iteration 177Q: 34 clusters Score -4.222961e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 45280 members 
Mstep: Class 7 contains 37410 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 14221 members 
Mstep: Class 11 contains 84015 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 78404 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 14743 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 25694 members 
Mstep: Class 20 contains 58583 members 
Mstep: Class 21 contains 11956 members 
Mstep: Class 22 contains 29577 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 8790 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 20326 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 88995 members 
Mstep: Class 31 contains 643 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 75522 members 
Entering Unmasked Estep 
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Iteration 178Q: 34 clusters Score -4.222953e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 45269 members 
Mstep: Class 7 contains 37386 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 14177 members 
Mstep: Class 11 contains 84110 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 78452 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 62660 members 
Mstep: Class 17 contains 14756 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 25705 members 
Mstep: Class 20 contains 58614 members 
Mstep: Class 21 contains 11975 members 
Mstep: Class 22 contains 29560 members 
Mstep: Class 23 contains 5418 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 20321 members 
Mstep: Class 29 contains 1555 members 
Mstep: Class 30 contains 89014 members 
Mstep: Class 31 contains 646 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 75509 members 
Entering Unmasked Estep 
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Iteration 179Q: 34 clusters Score -4.222938e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 45265 members 
Mstep: Class 7 contains 37387 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3561 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 84162 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 78513 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 14771 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 25704 members 
Mstep: Class 20 contains 58654 members 
Mstep: Class 21 contains 11994 members 
Mstep: Class 22 contains 29546 members 
Mstep: Class 23 contains 5386 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 20318 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 89029 members 
Mstep: Class 31 contains 651 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 75481 members 
Entering Unmasked Estep 
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Iteration 180F: 34 clusters Score -4.222932e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 45260 members 
Mstep: Class 7 contains 37387 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 14109 members 
Mstep: Class 11 contains 84218 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 14 contains 78569 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 62312 members 
Mstep: Class 17 contains 14777 members 
Mstep: Class 18 contains 1562 members 
Mstep: Class 19 contains 25691 members 
Mstep: Class 20 contains 58680 members 
Mstep: Class 21 contains 12008 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 8677 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 20309 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 89074 members 
Mstep: Class 31 contains 652 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 75485 members 
Entering Unmasked Estep 
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Iteration 181Q: 34 clusters Score -4.222909e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 45254 members 
Mstep: Class 7 contains 37400 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 84261 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 78582 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 62149 members 
Mstep: Class 17 contains 14798 members 
Mstep: Class 18 contains 1566 members 
Mstep: Class 19 contains 25683 members 
Mstep: Class 20 contains 58708 members 
Mstep: Class 21 contains 12021 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 8645 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 20325 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 89103 members 
Mstep: Class 31 contains 651 members 
Mstep: Class 32 contains 1256 members 
Mstep: Class 33 contains 75487 members 
Entering Unmasked Estep 
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Iteration 182Q: 34 clusters Score -4.2229e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 45253 members 
Mstep: Class 7 contains 37422 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 14043 members 
Mstep: Class 11 contains 84295 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 78588 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61974 members 
Mstep: Class 17 contains 14829 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 25670 members 
Mstep: Class 20 contains 58728 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 29527 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 1466 members 
Mstep: Class 28 contains 20318 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 89150 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 1266 members 
Mstep: Class 33 contains 75528 members 
Entering Unmasked Estep 
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Iteration 183Q: 34 clusters Score -4.222873e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 45258 members 
Mstep: Class 7 contains 37421 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 14007 members 
Mstep: Class 11 contains 84352 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 78602 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61806 members 
Mstep: Class 17 contains 14871 members 
Mstep: Class 18 contains 1573 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 20 contains 58739 members 
Mstep: Class 21 contains 12042 members 
Mstep: Class 22 contains 29528 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 1460 members 
Mstep: Class 28 contains 20334 members 
Mstep: Class 29 contains 1704 members 
Mstep: Class 30 contains 89187 members 
Mstep: Class 31 contains 653 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 75532 members 
Entering Unmasked Estep 
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Iteration 184Q: 34 clusters Score -4.222873e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 45258 members 
Mstep: Class 7 contains 37438 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 11 contains 84383 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61643 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 1575 members 
Mstep: Class 19 contains 25631 members 
Mstep: Class 20 contains 58756 members 
Mstep: Class 21 contains 12054 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 2568 members 
Mstep: Class 25 contains 8494 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 20338 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 89220 members 
Mstep: Class 31 contains 656 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 75565 members 
Entering Unmasked Estep 
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Iteration 185Q: 34 clusters Score -4.222859e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 45262 members 
Mstep: Class 7 contains 37449 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3483 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 84438 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 78627 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61466 members 
Mstep: Class 17 contains 14962 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 25604 members 
Mstep: Class 20 contains 58775 members 
Mstep: Class 21 contains 12062 members 
Mstep: Class 22 contains 29528 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 8432 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 20343 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 89253 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 75595 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -4.222861e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 6 contains 45260 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 13896 members 
Mstep: Class 11 contains 84489 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 78630 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61324 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 25592 members 
Mstep: Class 20 contains 58799 members 
Mstep: Class 21 contains 12082 members 
Mstep: Class 22 contains 29526 members 
Mstep: Class 23 contains 5258 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 8359 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1447 members 
Mstep: Class 28 contains 20344 members 
Mstep: Class 29 contains 1809 members 
Mstep: Class 30 contains 89293 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75608 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -4.222847e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 45262 members 
Mstep: Class 7 contains 37484 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 13858 members 
Mstep: Class 11 contains 84547 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 78624 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61179 members 
Mstep: Class 17 contains 15020 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 25586 members 
Mstep: Class 20 contains 58813 members 
Mstep: Class 21 contains 12109 members 
Mstep: Class 22 contains 29526 members 
Mstep: Class 23 contains 5242 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 8291 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 20350 members 
Mstep: Class 29 contains 1854 members 
Mstep: Class 30 contains 89322 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75596 members 
Entering Unmasked Estep 
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Iteration 188Q: 34 clusters Score -4.222868e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 45266 members 
Mstep: Class 7 contains 37494 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 13822 members 
Mstep: Class 11 contains 84587 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 61033 members 
Mstep: Class 17 contains 15053 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 25590 members 
Mstep: Class 20 contains 58824 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 22 contains 29523 members 
Mstep: Class 23 contains 5234 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 8217 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20347 members 
Mstep: Class 29 contains 1902 members 
Mstep: Class 30 contains 89331 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75627 members 
Entering Unmasked Estep 
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Iteration 189Q: 34 clusters Score -4.222858e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3459 members 
Mstep: Class 6 contains 45259 members 
Mstep: Class 7 contains 37488 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 13794 members 
Mstep: Class 11 contains 84640 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60900 members 
Mstep: Class 17 contains 15095 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 25592 members 
Mstep: Class 20 contains 58837 members 
Mstep: Class 21 contains 12149 members 
Mstep: Class 22 contains 29513 members 
Mstep: Class 23 contains 5220 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20332 members 
Mstep: Class 29 contains 1952 members 
Mstep: Class 30 contains 89335 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75675 members 
Entering Unmasked Estep 
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Iteration 190Q: 34 clusters Score -4.22286e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 45253 members 
Mstep: Class 7 contains 37485 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 13778 members 
Mstep: Class 11 contains 84727 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 78594 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60767 members 
Mstep: Class 17 contains 15126 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 25590 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 12158 members 
Mstep: Class 22 contains 29501 members 
Mstep: Class 23 contains 5210 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 8070 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20319 members 
Mstep: Class 29 contains 2001 members 
Mstep: Class 30 contains 89331 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75716 members 
Entering Unmasked Estep 
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Iteration 191Q: 34 clusters Score -4.222848e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3503 members 
Mstep: Class 6 contains 45246 members 
Mstep: Class 7 contains 37495 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 3432 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 84800 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 78551 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60646 members 
Mstep: Class 17 contains 15159 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 25585 members 
Mstep: Class 20 contains 58863 members 
Mstep: Class 21 contains 12170 members 
Mstep: Class 22 contains 29495 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 8013 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20305 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 89333 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75760 members 
Entering Unmasked Estep 
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Iteration 192Q: 34 clusters Score -4.222853e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 45232 members 
Mstep: Class 7 contains 37476 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 13731 members 
Mstep: Class 11 contains 84852 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 78508 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60539 members 
Mstep: Class 17 contains 15193 members 
Mstep: Class 18 contains 1584 members 
Mstep: Class 19 contains 25598 members 
Mstep: Class 20 contains 58868 members 
Mstep: Class 21 contains 12187 members 
Mstep: Class 22 contains 29491 members 
Mstep: Class 23 contains 5194 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 7954 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20295 members 
Mstep: Class 29 contains 2118 members 
Mstep: Class 30 contains 89359 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75782 members 
Entering Unmasked Estep 
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Iteration 193Q: 34 clusters Score -4.222856e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 45225 members 
Mstep: Class 7 contains 37452 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 84890 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 78457 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60441 members 
Mstep: Class 17 contains 15214 members 
Mstep: Class 18 contains 1585 members 
Mstep: Class 19 contains 25599 members 
Mstep: Class 20 contains 58878 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 29484 members 
Mstep: Class 23 contains 5185 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 7898 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20294 members 
Mstep: Class 29 contains 2172 members 
Mstep: Class 30 contains 89382 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75844 members 
Entering Unmasked Estep 
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Iteration 194Q: 34 clusters Score -4.222854e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 45218 members 
Mstep: Class 7 contains 37413 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 84924 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 78430 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60351 members 
Mstep: Class 17 contains 15239 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 25604 members 
Mstep: Class 20 contains 58890 members 
Mstep: Class 21 contains 12232 members 
Mstep: Class 22 contains 29486 members 
Mstep: Class 23 contains 5171 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 7831 members 
Mstep: Class 26 contains 5149 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20307 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 89394 members 
Mstep: Class 31 contains 672 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 75871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228492.000000 Penalty: 20201.414062
Iteration 195Q: 34 clusters Score -4.222849e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 45207 members 
Mstep: Class 7 contains 37378 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 13601 members 
Mstep: Class 11 contains 84970 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 78405 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60267 members 
Mstep: Class 17 contains 15272 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 58905 members 
Mstep: Class 21 contains 12256 members 
Mstep: Class 22 contains 29485 members 
Mstep: Class 23 contains 5165 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 7762 members 
Mstep: Class 26 contains 5149 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20307 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 89403 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 1277 members 
Mstep: Class 33 contains 75895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228692.000000 Penalty: 20201.414062
Iteration 196Q: 34 clusters Score -4.222869e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 1560 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 45193 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 85027 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 78395 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60194 members 
Mstep: Class 17 contains 15293 members 
Mstep: Class 18 contains 1589 members 
Mstep: Class 19 contains 25603 members 
Mstep: Class 20 contains 58914 members 
Mstep: Class 21 contains 12277 members 
Mstep: Class 22 contains 29487 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20293 members 
Mstep: Class 29 contains 2372 members 
Mstep: Class 30 contains 89407 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 1277 members 
Mstep: Class 33 contains 75911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228660.000000 Penalty: 20201.414062
Iteration 197Q: 34 clusters Score -4.222866e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 1571 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 45178 members 
Mstep: Class 7 contains 37335 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 13516 members 
Mstep: Class 11 contains 85062 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5325 members 
Mstep: Class 14 contains 78383 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60111 members 
Mstep: Class 17 contains 15313 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 25599 members 
Mstep: Class 20 contains 58922 members 
Mstep: Class 21 contains 12299 members 
Mstep: Class 22 contains 29483 members 
Mstep: Class 23 contains 5153 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 7625 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20296 members 
Mstep: Class 29 contains 2437 members 
Mstep: Class 30 contains 89425 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 1277 members 
Mstep: Class 33 contains 75945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228764.000000 Penalty: 20201.414062
Iteration 198Q: 34 clusters Score -4.222876e+07 nChanged 1322
Entering ConstructFrom: 
Score: -42228764.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -70064.523438 Penalty: 318.265686
	Iteration 0F: 2 clusters Score -70064.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69224.210938 Penalty: 636.531372
	Iteration 0F: 3 clusters Score -69224.21 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -69459.687500 Penalty: 636.531372
	Iteration 1F: 3 clusters Score -69459.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69510.992188 Penalty: 636.531372
	Iteration 2F: 3 clusters Score -69510.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69540.859375 Penalty: 636.531372
	Iteration 3F: 3 clusters Score -69540.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69554.070312 Penalty: 636.531372
	Iteration 4Q: 3 clusters Score -69554.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69561.976562 Penalty: 636.531372
	Iteration 5Q: 3 clusters Score -69561.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69567.171875 Penalty: 636.531372
	Iteration 6Q: 3 clusters Score -69567.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -69571.000000 Penalty: 636.531372
	Iteration 7Q: 3 clusters Score -69571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69574.320312 Penalty: 636.531372
	Iteration 8Q: 3 clusters Score -69574.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69578.921875 Penalty: 636.531372
	Iteration 9Q: 3 clusters Score -69578.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69581.617188 Penalty: 636.531372
	Iteration 10Q: 3 clusters Score -69581.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -69584.101562 Penalty: 636.531372
	Iteration 11Q: 3 clusters Score -69584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69586.695312 Penalty: 636.531372
	Iteration 12Q: 3 clusters Score -69586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69590.406250 Penalty: 636.531372
	Iteration 13Q: 3 clusters Score -69590.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69595.046875 Penalty: 636.531372
	Iteration 14Q: 3 clusters Score -69595.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69599.914062 Penalty: 636.531372
	Iteration 15Q: 3 clusters Score -69599.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69603.195312 Penalty: 636.531372
	Iteration 16Q: 3 clusters Score -69603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69609.085938 Penalty: 636.531372
	Iteration 17Q: 3 clusters Score -69609.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69616.156250 Penalty: 636.531372
	Iteration 18Q: 3 clusters Score -69616.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69624.375000 Penalty: 636.531372
	Iteration 19Q: 3 clusters Score -69624.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69636.125000 Penalty: 636.531372
	Iteration 20F: 3 clusters Score -69636.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69646.148438 Penalty: 636.531372
	Iteration 21Q: 3 clusters Score -69646.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69656.093750 Penalty: 636.531372
	Iteration 22Q: 3 clusters Score -69656.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69676.140625 Penalty: 636.531372
	Iteration 23Q: 3 clusters Score -69676.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69696.507812 Penalty: 636.531372
	Iteration 24Q: 3 clusters Score -69696.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69719.289062 Penalty: 636.531372
	Iteration 25Q: 3 clusters Score -69719.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69731.648438 Penalty: 636.531372
	Iteration 26Q: 3 clusters Score -69731.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69751.093750 Penalty: 636.531372
	Iteration 27Q: 3 clusters Score -69751.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69771.210938 Penalty: 636.531372
	Iteration 28Q: 3 clusters Score -69771.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69786.765625 Penalty: 636.531372
	Iteration 29Q: 3 clusters Score -69786.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69808.390625 Penalty: 636.531372
	Iteration 30Q: 3 clusters Score -69808.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69830.906250 Penalty: 636.531372
	Iteration 31Q: 3 clusters Score -69830.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69852.109375 Penalty: 636.531372
	Iteration 32Q: 3 clusters Score -69852.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69863.164062 Penalty: 636.531372
	Iteration 33Q: 3 clusters Score -69863.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69871.812500 Penalty: 636.531372
	Iteration 34Q: 3 clusters Score -69871.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69878.789062 Penalty: 636.531372
	Iteration 35Q: 3 clusters Score -69878.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69882.976562 Penalty: 636.531372
	Iteration 36Q: 3 clusters Score -69882.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69890.812500 Penalty: 636.531372
	Iteration 37Q: 3 clusters Score -69890.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69897.281250 Penalty: 636.531372
	Iteration 38Q: 3 clusters Score -69897.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69904.546875 Penalty: 636.531372
	Iteration 39Q: 3 clusters Score -69904.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69906.750000 Penalty: 636.531372
	Iteration 40F: 3 clusters Score -69906.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69907.281250 Penalty: 636.531372
	Iteration 41Q: 3 clusters Score -69907.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69907.281250 Penalty: 636.531372
	Iteration 42F: 3 clusters Score -69907.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Entering Unmasked Estep 
Score: -240163.578125 Penalty: 380.233917
	Iteration 0F: 2 clusters Score -240163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -237287.937500 Penalty: 760.467834
	Iteration 0F: 3 clusters Score -237287.9 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -238405.875000 Penalty: 760.467834
	Iteration 1F: 3 clusters Score -238405.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -238541.609375 Penalty: 760.467834
	Iteration 2F: 3 clusters Score -238541.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -238672.062500 Penalty: 760.467834
	Iteration 3F: 3 clusters Score -238672.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -238801.453125 Penalty: 760.467834
	Iteration 4F: 3 clusters Score -238801.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -238898.750000 Penalty: 760.467834
	Iteration 5Q: 3 clusters Score -238898.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -238983.421875 Penalty: 760.467834
	Iteration 6Q: 3 clusters Score -238983.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -239055.906250 Penalty: 760.467834
	Iteration 7Q: 3 clusters Score -239055.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -239139.828125 Penalty: 760.467834
	Iteration 8Q: 3 clusters Score -239139.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -239235.468750 Penalty: 760.467834
	Iteration 9Q: 3 clusters Score -239235.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -239322.531250 Penalty: 760.467834
	Iteration 10Q: 3 clusters Score -239322.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -239385.968750 Penalty: 760.467834
	Iteration 11Q: 3 clusters Score -239386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -239426.671875 Penalty: 760.467834
	Iteration 12Q: 3 clusters Score -239426.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -239447.718750 Penalty: 760.467834
	Iteration 13Q: 3 clusters Score -239447.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -239468.562500 Penalty: 760.467834
	Iteration 14Q: 3 clusters Score -239468.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -239493.000000 Penalty: 760.467834
	Iteration 15Q: 3 clusters Score -239493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -239520.437500 Penalty: 760.467834
	Iteration 16Q: 3 clusters Score -239520.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -239557.578125 Penalty: 760.467834
	Iteration 17Q: 3 clusters Score -239557.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -239587.875000 Penalty: 760.467834
	Iteration 18Q: 3 clusters Score -239587.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -239623.500000 Penalty: 760.467834
	Iteration 19Q: 3 clusters Score -239623.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -239667.437500 Penalty: 760.467834
	Iteration 20F: 3 clusters Score -239667.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -239708.906250 Penalty: 760.467834
	Iteration 21Q: 3 clusters Score -239708.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -239761.015625 Penalty: 760.467834
	Iteration 22Q: 3 clusters Score -239761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -239801.578125 Penalty: 760.467834
	Iteration 23Q: 3 clusters Score -239801.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -239838.812500 Penalty: 760.467834
	Iteration 24Q: 3 clusters Score -239838.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -239869.562500 Penalty: 760.467834
	Iteration 25Q: 3 clusters Score -239869.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -239890.703125 Penalty: 760.467834
	Iteration 26Q: 3 clusters Score -239890.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -239905.468750 Penalty: 760.467834
	Iteration 27Q: 3 clusters Score -239905.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -239914.968750 Penalty: 760.467834
	Iteration 28Q: 3 clusters Score -239915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -239924.515625 Penalty: 760.467834
	Iteration 29Q: 3 clusters Score -239924.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -239930.187500 Penalty: 760.467834
	Iteration 30Q: 3 clusters Score -239930.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -239934.218750 Penalty: 760.467834
	Iteration 31Q: 3 clusters Score -239934.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -239936.921875 Penalty: 760.467834
	Iteration 32Q: 3 clusters Score -239936.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -239938.000000 Penalty: 760.467834
	Iteration 33Q: 3 clusters Score -239938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -239941.218750 Penalty: 760.467834
	Iteration 34Q: 3 clusters Score -239941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -239943.015625 Penalty: 760.467834
	Iteration 35Q: 3 clusters Score -239943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -239944.562500 Penalty: 760.467834
	Iteration 36Q: 3 clusters Score -239944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -239945.406250 Penalty: 760.467834
	Iteration 37Q: 3 clusters Score -239945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -239945.625000 Penalty: 760.467834
	Iteration 38Q: 3 clusters Score -239945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -239945.468750 Penalty: 760.467834
	Iteration 39Q: 3 clusters Score -239945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -239946.812500 Penalty: 760.467834
	Iteration 40F: 3 clusters Score -239946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -239947.250000 Penalty: 760.467834
	Iteration 41Q: 3 clusters Score -239947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -239948.203125 Penalty: 760.467834
	Iteration 42Q: 3 clusters Score -239948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -239950.718750 Penalty: 760.467834
	Iteration 43Q: 3 clusters Score -239950.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -239953.203125 Penalty: 760.467834
	Iteration 44Q: 3 clusters Score -239953.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -239956.437500 Penalty: 760.467834
	Iteration 45Q: 3 clusters Score -239956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -239957.781250 Penalty: 760.467834
	Iteration 46Q: 3 clusters Score -239957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -239959.125000 Penalty: 760.467834
	Iteration 47Q: 3 clusters Score -239959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -239961.359375 Penalty: 760.467834
	Iteration 48Q: 3 clusters Score -239961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -239962.312500 Penalty: 760.467834
	Iteration 49Q: 3 clusters Score -239962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -239963.328125 Penalty: 760.467834
	Iteration 50Q: 3 clusters Score -239963.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -239965.203125 Penalty: 760.467834
	Iteration 51Q: 3 clusters Score -239965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -239965.703125 Penalty: 760.467834
	Iteration 52Q: 3 clusters Score -239965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -239966.671875 Penalty: 760.467834
	Iteration 53Q: 3 clusters Score -239966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -239967.046875 Penalty: 760.467834
	Iteration 54Q: 3 clusters Score -239967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -239967.046875 Penalty: 760.467834
	Iteration 55Q: 3 clusters Score -239967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -239966.984375 Penalty: 760.467834
	Iteration 56Q: 3 clusters Score -239967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -239967.359375 Penalty: 760.467834
	Iteration 57Q: 3 clusters Score -239967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -239967.156250 Penalty: 760.467834
	Iteration 58Q: 3 clusters Score -239967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -239967.046875 Penalty: 760.467834
	Iteration 59Q: 3 clusters Score -239967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -239967.906250 Penalty: 760.467834
	Iteration 60F: 3 clusters Score -239967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -239967.531250 Penalty: 760.467834
	Iteration 61Q: 3 clusters Score -239967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -239967.875000 Penalty: 760.467834
	Iteration 62Q: 3 clusters Score -239967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -239967.921875 Penalty: 760.467834
	Iteration 63Q: 3 clusters Score -239967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -239968.046875 Penalty: 760.467834
	Iteration 64Q: 3 clusters Score -239968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -239968.328125 Penalty: 760.467834
	Iteration 65Q: 3 clusters Score -239968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -239968.140625 Penalty: 760.467834
	Iteration 66Q: 3 clusters Score -239968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -239968.375000 Penalty: 760.467834
	Iteration 67Q: 3 clusters Score -239968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -239968.375000 Penalty: 760.467834
	Iteration 68F: 3 clusters Score -239968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -97850.929688 Penalty: 335.144470
	Iteration 0F: 2 clusters Score -97850.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -96695.304688 Penalty: 670.288940
	Iteration 0F: 3 clusters Score -96695.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -97098.031250 Penalty: 670.288940
	Iteration 1F: 3 clusters Score -97098.03 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -97159.101562 Penalty: 670.288940
	Iteration 2F: 3 clusters Score -97159.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -97205.703125 Penalty: 670.288940
	Iteration 3Q: 3 clusters Score -97205.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97257.164062 Penalty: 670.288940
	Iteration 4Q: 3 clusters Score -97257.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -97299.960938 Penalty: 670.288940
	Iteration 5Q: 3 clusters Score -97299.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -97337.109375 Penalty: 670.288940
	Iteration 6Q: 3 clusters Score -97337.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -97364.585938 Penalty: 670.288940
	Iteration 7Q: 3 clusters Score -97364.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -97394.210938 Penalty: 670.288940
	Iteration 8Q: 3 clusters Score -97394.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -97421.023438 Penalty: 670.288940
	Iteration 9Q: 3 clusters Score -97421.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -97436.320312 Penalty: 670.288940
	Iteration 10Q: 3 clusters Score -97436.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -97452.335938 Penalty: 670.288940
	Iteration 11Q: 3 clusters Score -97452.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -97465.835938 Penalty: 670.288940
	Iteration 12Q: 3 clusters Score -97465.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -97479.312500 Penalty: 670.288940
	Iteration 13Q: 3 clusters Score -97479.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -97491.554688 Penalty: 670.288940
	Iteration 14Q: 3 clusters Score -97491.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -97505.843750 Penalty: 670.288940
	Iteration 15Q: 3 clusters Score -97505.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -97519.343750 Penalty: 670.288940
	Iteration 16Q: 3 clusters Score -97519.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -97531.273438 Penalty: 670.288940
	Iteration 17Q: 3 clusters Score -97531.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -97538.578125 Penalty: 670.288940
	Iteration 18Q: 3 clusters Score -97538.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -97542.257812 Penalty: 670.288940
	Iteration 19Q: 3 clusters Score -97542.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -97547.242188 Penalty: 670.288940
	Iteration 20F: 3 clusters Score -97547.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -97553.617188 Penalty: 670.288940
	Iteration 21Q: 3 clusters Score -97553.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -97558.484375 Penalty: 670.288940
	Iteration 22Q: 3 clusters Score -97558.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -97563.242188 Penalty: 670.288940
	Iteration 23Q: 3 clusters Score -97563.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -97565.656250 Penalty: 670.288940
	Iteration 24Q: 3 clusters Score -97565.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -97566.109375 Penalty: 670.288940
	Iteration 25Q: 3 clusters Score -97566.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -97566.492188 Penalty: 670.288940
	Iteration 26Q: 3 clusters Score -97566.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -97567.445312 Penalty: 670.288940
	Iteration 27Q: 3 clusters Score -97567.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -97570.687500 Penalty: 670.288940
	Iteration 28Q: 3 clusters Score -97570.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -97572.523438 Penalty: 670.288940
	Iteration 29Q: 3 clusters Score -97572.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -97572.523438 Penalty: 670.288940
	Iteration 30F: 3 clusters Score -97572.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -53185.820312 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -53185.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -52405.625000 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -52405.62 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -52751.183594 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -52751.18 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -52874.957031 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -52874.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -52934.648438 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -52934.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -52977.792969 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -52977.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53003.605469 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -53003.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -53038.644531 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -53038.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53067.125000 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -53067.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -53082.371094 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -53082.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -53094.730469 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -53094.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -53100.074219 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -53100.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -53102.906250 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -53102.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -53104.058594 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -53104.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -53104.417969 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -53104.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -53104.417969 Penalty: 632.436951
	Iteration 14F: 3 clusters Score -53104.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -242796.125000 Penalty: 373.684174
	Iteration 0F: 2 clusters Score -242796.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -240219.000000 Penalty: 747.368347
	Iteration 0F: 3 clusters Score -240219 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -241144.734375 Penalty: 747.368347
	Iteration 1F: 3 clusters Score -241144.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -241277.843750 Penalty: 747.368347
	Iteration 2F: 3 clusters Score -241277.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -241434.937500 Penalty: 747.368347
	Iteration 3F: 3 clusters Score -241434.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -241618.421875 Penalty: 747.368347
	Iteration 4F: 3 clusters Score -241618.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -241808.234375 Penalty: 747.368347
	Iteration 5F: 3 clusters Score -241808.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -241994.406250 Penalty: 747.368347
	Iteration 6F: 3 clusters Score -241994.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -242173.906250 Penalty: 747.368347
	Iteration 7F: 3 clusters Score -242173.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -242298.125000 Penalty: 747.368347
	Iteration 8Q: 3 clusters Score -242298.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -242365.046875 Penalty: 747.368347
	Iteration 9Q: 3 clusters Score -242365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -242406.890625 Penalty: 747.368347
	Iteration 10Q: 3 clusters Score -242406.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -242430.109375 Penalty: 747.368347
	Iteration 11Q: 3 clusters Score -242430.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -242445.734375 Penalty: 747.368347
	Iteration 12Q: 3 clusters Score -242445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -242455.828125 Penalty: 747.368347
	Iteration 13Q: 3 clusters Score -242455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -242459.046875 Penalty: 747.368347
	Iteration 14Q: 3 clusters Score -242459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -242460.562500 Penalty: 747.368347
	Iteration 15Q: 3 clusters Score -242460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -242460.968750 Penalty: 747.368347
	Iteration 16Q: 3 clusters Score -242461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -242460.968750 Penalty: 747.368347
	Iteration 17F: 3 clusters Score -242461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Entering Unmasked Estep 
Score: -2982543.750000 Penalty: 487.667511
	Iteration 0F: 2 clusters Score -2982544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2952932.500000 Penalty: 975.335022
	Iteration 0F: 3 clusters Score -2952932 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2965927.750000 Penalty: 975.335022
	Iteration 1F: 3 clusters Score -2965928 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2966610.000000 Penalty: 975.335022
	Iteration 2Q: 3 clusters Score -2966610 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2967574.000000 Penalty: 975.335022
	Iteration 3Q: 3 clusters Score -2967574 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2969022.750000 Penalty: 975.335022
	Iteration 4F: 3 clusters Score -2969023 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2971096.500000 Penalty: 975.335022
	Iteration 5F: 3 clusters Score -2971096 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2973188.750000 Penalty: 975.335022
	Iteration 6F: 3 clusters Score -2973189 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2974190.250000 Penalty: 975.335022
	Iteration 7F: 3 clusters Score -2974190 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2974462.000000 Penalty: 975.335022
	Iteration 8Q: 3 clusters Score -2974462 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2974565.250000 Penalty: 975.335022
	Iteration 9Q: 3 clusters Score -2974565 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2974615.750000 Penalty: 975.335022
	Iteration 10Q: 3 clusters Score -2974616 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2974677.000000 Penalty: 975.335022
	Iteration 11Q: 3 clusters Score -2974677 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2974758.750000 Penalty: 975.335022
	Iteration 12Q: 3 clusters Score -2974759 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2974835.500000 Penalty: 975.335022
	Iteration 13Q: 3 clusters Score -2974836 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2974906.000000 Penalty: 975.335022
	Iteration 14Q: 3 clusters Score -2974906 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2974992.250000 Penalty: 975.335022
	Iteration 15Q: 3 clusters Score -2974992 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2975065.500000 Penalty: 975.335022
	Iteration 16Q: 3 clusters Score -2975066 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2975161.750000 Penalty: 975.335022
	Iteration 17Q: 3 clusters Score -2975162 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2975262.750000 Penalty: 975.335022
	Iteration 18Q: 3 clusters Score -2975263 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2975371.750000 Penalty: 975.335022
	Iteration 19Q: 3 clusters Score -2975372 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2975474.500000 Penalty: 975.335022
	Iteration 20F: 3 clusters Score -2975474 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2975609.000000 Penalty: 975.335022
	Iteration 21Q: 3 clusters Score -2975609 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2975773.000000 Penalty: 975.335022
	Iteration 22Q: 3 clusters Score -2975773 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2975917.250000 Penalty: 975.335022
	Iteration 23Q: 3 clusters Score -2975917 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2976106.000000 Penalty: 975.335022
	Iteration 24Q: 3 clusters Score -2976106 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2976318.500000 Penalty: 975.335022
	Iteration 25Q: 3 clusters Score -2976318 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2976557.250000 Penalty: 975.335022
	Iteration 26Q: 3 clusters Score -2976557 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2976807.250000 Penalty: 975.335022
	Iteration 27Q: 3 clusters Score -2976807 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2977039.750000 Penalty: 975.335022
	Iteration 28Q: 3 clusters Score -2977040 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2977257.250000 Penalty: 975.335022
	Iteration 29Q: 3 clusters Score -2977257 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2977471.250000 Penalty: 975.335022
	Iteration 30Q: 3 clusters Score -2977471 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2977645.250000 Penalty: 975.335022
	Iteration 31Q: 3 clusters Score -2977645 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2977837.250000 Penalty: 975.335022
	Iteration 32Q: 3 clusters Score -2977837 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2978009.750000 Penalty: 975.335022
	Iteration 33Q: 3 clusters Score -2978010 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2978147.000000 Penalty: 975.335022
	Iteration 34Q: 3 clusters Score -2978147 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2978286.000000 Penalty: 975.335022
	Iteration 35Q: 3 clusters Score -2978286 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2978421.500000 Penalty: 975.335022
	Iteration 36Q: 3 clusters Score -2978422 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2978576.000000 Penalty: 975.335022
	Iteration 37Q: 3 clusters Score -2978576 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2978709.500000 Penalty: 975.335022
	Iteration 38Q: 3 clusters Score -2978710 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2978852.250000 Penalty: 975.335022
	Iteration 39Q: 3 clusters Score -2978852 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2979004.000000 Penalty: 975.335022
	Iteration 40F: 3 clusters Score -2979004 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2979156.500000 Penalty: 975.335022
	Iteration 41Q: 3 clusters Score -2979156 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2979320.750000 Penalty: 975.335022
	Iteration 42Q: 3 clusters Score -2979321 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2979465.250000 Penalty: 975.335022
	Iteration 43Q: 3 clusters Score -2979465 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2979628.500000 Penalty: 975.335022
	Iteration 44Q: 3 clusters Score -2979628 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2979786.500000 Penalty: 975.335022
	Iteration 45Q: 3 clusters Score -2979786 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2979972.750000 Penalty: 975.335022
	Iteration 46Q: 3 clusters Score -2979973 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2980158.000000 Penalty: 975.335022
	Iteration 47Q: 3 clusters Score -2980158 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2980332.500000 Penalty: 975.335022
	Iteration 48Q: 3 clusters Score -2980332 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2980481.000000 Penalty: 975.335022
	Iteration 49Q: 3 clusters Score -2980481 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2980584.750000 Penalty: 975.335022
	Iteration 50Q: 3 clusters Score -2980585 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2980700.250000 Penalty: 975.335022
	Iteration 51Q: 3 clusters Score -2980700 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2980801.250000 Penalty: 975.335022
	Iteration 52Q: 3 clusters Score -2980801 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2980906.500000 Penalty: 975.335022
	Iteration 53Q: 3 clusters Score -2980906 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2980983.750000 Penalty: 975.335022
	Iteration 54Q: 3 clusters Score -2980984 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2981051.750000 Penalty: 975.335022
	Iteration 55Q: 3 clusters Score -2981052 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2981086.250000 Penalty: 975.335022
	Iteration 56Q: 3 clusters Score -2981086 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2981112.000000 Penalty: 975.335022
	Iteration 57Q: 3 clusters Score -2981112 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2981144.000000 Penalty: 975.335022
	Iteration 58Q: 3 clusters Score -2981144 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2981165.750000 Penalty: 975.335022
	Iteration 59Q: 3 clusters Score -2981166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2981192.750000 Penalty: 975.335022
	Iteration 60F: 3 clusters Score -2981193 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2981225.500000 Penalty: 975.335022
	Iteration 61Q: 3 clusters Score -2981226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2981281.000000 Penalty: 975.335022
	Iteration 62Q: 3 clusters Score -2981281 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2981315.750000 Penalty: 975.335022
	Iteration 63Q: 3 clusters Score -2981316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2981333.500000 Penalty: 975.335022
	Iteration 64Q: 3 clusters Score -2981334 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2981316.250000 Penalty: 975.335022
	Iteration 65Q: 3 clusters Score -2981316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2981318.750000 Penalty: 975.335022
	Iteration 66Q: 3 clusters Score -2981319 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2981308.500000 Penalty: 975.335022
	Iteration 67Q: 3 clusters Score -2981308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2981262.250000 Penalty: 975.335022
	Iteration 68Q: 3 clusters Score -2981262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2981226.500000 Penalty: 975.335022
	Iteration 69Q: 3 clusters Score -2981226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2981196.750000 Penalty: 975.335022
	Iteration 70Q: 3 clusters Score -2981197 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2981200.750000 Penalty: 975.335022
	Iteration 71Q: 3 clusters Score -2981201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2981181.250000 Penalty: 975.335022
	Iteration 72Q: 3 clusters Score -2981181 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2981158.000000 Penalty: 975.335022
	Iteration 73Q: 3 clusters Score -2981158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2981148.750000 Penalty: 975.335022
	Iteration 74Q: 3 clusters Score -2981149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2981143.750000 Penalty: 975.335022
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40686 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2981152 nChanged 68
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Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2981154 nChanged 71
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Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2981145 nChanged 74
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Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2981141 nChanged 69
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Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2981134 nChanged 62
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Mstep: Class 1 contains 41030 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2981134 nChanged 53
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Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2981123 nChanged 45
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Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41462 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41506 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 3612 members 
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Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2981194 nChanged 37
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Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2981199 nChanged 36
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Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41698 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2981213 nChanged 33
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Mstep: Class 1 contains 41731 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2981228 nChanged 33
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Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2981229 nChanged 31
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Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2981282 nChanged 43
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2981303 nChanged 47
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2981290 nChanged 24
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Mstep: Class 1 contains 42251 members 
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	Iteration 116Q: 3 clusters Score -2981316 nChanged 21
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Mstep: Class 1 contains 42318 members 
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	Iteration 118Q: 3 clusters Score -2981335 nChanged 20
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2981347 nChanged 29
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Mstep: Class 1 contains 42367 members 
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	Iteration 120F: 3 clusters Score -2981346 nChanged 24
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	Iteration 121Q: 3 clusters Score -2981371 nChanged 29
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	Iteration 122Q: 3 clusters Score -2981381 nChanged 27
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	Iteration 123Q: 3 clusters Score -2981405 nChanged 31
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	Iteration 124Q: 3 clusters Score -2981412 nChanged 27
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	Iteration 125Q: 3 clusters Score -2981430 nChanged 23
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	Iteration 126Q: 3 clusters Score -2981443 nChanged 27
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	Iteration 127Q: 3 clusters Score -2981455 nChanged 31
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	Iteration 128Q: 3 clusters Score -2981475 nChanged 32
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	Iteration 129Q: 3 clusters Score -2981491 nChanged 33
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	Iteration 130Q: 3 clusters Score -2981503 nChanged 32
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	Iteration 131Q: 3 clusters Score -2981507 nChanged 31
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	Iteration 132Q: 3 clusters Score -2981519 nChanged 37
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	Iteration 135Q: 3 clusters Score -2981602 nChanged 39
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	Iteration 136Q: 3 clusters Score -2981619 nChanged 29
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2981626 nChanged 25
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	Iteration 138Q: 3 clusters Score -2981634 nChanged 25
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Mstep: Class 1 contains 42948 members 
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	Iteration 139Q: 3 clusters Score -2981649 nChanged 26
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	Iteration 140F: 3 clusters Score -2981650 nChanged 23
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	Iteration 141Q: 3 clusters Score -2981656 nChanged 25
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	Iteration 142Q: 3 clusters Score -2981654 nChanged 16
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Mstep: Class 1 contains 43036 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2981653 nChanged 11
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2981653 nChanged 9
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	Iteration 146Q: 3 clusters Score -2981658 nChanged 10
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	Iteration 147Q: 3 clusters Score -2981664 nChanged 8
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	Iteration 148Q: 3 clusters Score -2981665 nChanged 9
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2981670 nChanged 11
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Mstep: Class 1 contains 43098 members 
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	Iteration 150Q: 3 clusters Score -2981676 nChanged 13
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Mstep: Class 1 contains 43109 members 
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	Iteration 151Q: 3 clusters Score -2981684 nChanged 17
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	Iteration 152Q: 3 clusters Score -2981692 nChanged 17
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Mstep: Class 2 contains 2019 members 
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	Iteration 153Q: 3 clusters Score -2981695 nChanged 16
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	Iteration 154Q: 3 clusters Score -2981702 nChanged 16
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	Iteration 155Q: 3 clusters Score -2981708 nChanged 22
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2981715 nChanged 30
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	Iteration 157Q: 3 clusters Score -2981722 nChanged 33
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	Iteration 158Q: 3 clusters Score -2981734 nChanged 25
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	Iteration 159Q: 3 clusters Score -2981744 nChanged 25
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2981755 nChanged 18
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	Iteration 161Q: 3 clusters Score -2981765 nChanged 9
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	Iteration 162Q: 3 clusters Score -2981766 nChanged 10
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	Iteration 163Q: 3 clusters Score -2981766 nChanged 12
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Score: -2981776.250000 Penalty: 975.335022
	Iteration 164Q: 3 clusters Score -2981776 nChanged 7
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	Iteration 165Q: 3 clusters Score -2981780 nChanged 9
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Mstep: Class 1 contains 43363 members 
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	Iteration 166Q: 3 clusters Score -2981778 nChanged 13
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	Iteration 167Q: 3 clusters Score -2981781 nChanged 14
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Entering Unmasked Estep 
Score: -2981787.500000 Penalty: 975.335022
	Iteration 168Q: 3 clusters Score -2981788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2981789.500000 Penalty: 975.335022
	Iteration 169Q: 3 clusters Score -2981790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2981790.500000 Penalty: 975.335022
	Iteration 170Q: 3 clusters Score -2981790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2981793.750000 Penalty: 975.335022
	Iteration 171Q: 3 clusters Score -2981794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2981784.250000 Penalty: 975.335022
	Iteration 172Q: 3 clusters Score -2981784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2981784.500000 Penalty: 975.335022
	Iteration 173Q: 3 clusters Score -2981784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2981785.500000 Penalty: 975.335022
	Iteration 174Q: 3 clusters Score -2981786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2981786.000000 Penalty: 975.335022
	Iteration 175Q: 3 clusters Score -2981786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2981791.500000 Penalty: 975.335022
	Iteration 176Q: 3 clusters Score -2981792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2981792.250000 Penalty: 975.335022
	Iteration 177Q: 3 clusters Score -2981792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2981791.500000 Penalty: 975.335022
	Iteration 178Q: 3 clusters Score -2981792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2981792.500000 Penalty: 975.335022
	Iteration 179Q: 3 clusters Score -2981792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2981794.750000 Penalty: 975.335022
	Iteration 180F: 3 clusters Score -2981795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2981798.750000 Penalty: 975.335022
	Iteration 181Q: 3 clusters Score -2981799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2981797.250000 Penalty: 975.335022
	Iteration 182Q: 3 clusters Score -2981797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2981797.750000 Penalty: 975.335022
	Iteration 183Q: 3 clusters Score -2981798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2981798.500000 Penalty: 975.335022
	Iteration 184Q: 3 clusters Score -2981798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2981796.500000 Penalty: 975.335022
	Iteration 185Q: 3 clusters Score -2981796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2981797.250000 Penalty: 975.335022
	Iteration 186Q: 3 clusters Score -2981797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2981797.250000 Penalty: 975.335022
	Iteration 187F: 3 clusters Score -2981797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Entering Unmasked Estep 
Score: -2459872.250000 Penalty: 478.998779
	Iteration 0F: 2 clusters Score -2459872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2435784.000000 Penalty: 957.997559
	Iteration 0F: 3 clusters Score -2435784 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2446842.000000 Penalty: 957.997559
	Iteration 1F: 3 clusters Score -2446842 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2447740.000000 Penalty: 957.997559
	Iteration 2Q: 3 clusters Score -2447740 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2449080.500000 Penalty: 957.997559
	Iteration 3F: 3 clusters Score -2449080 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2451121.250000 Penalty: 957.997559
	Iteration 4F: 3 clusters Score -2451121 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2453187.250000 Penalty: 957.997559
	Iteration 5F: 3 clusters Score -2453187 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2454168.250000 Penalty: 957.997559
	Iteration 6F: 3 clusters Score -2454168 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2454448.000000 Penalty: 957.997559
	Iteration 7Q: 3 clusters Score -2454448 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2454552.500000 Penalty: 957.997559
	Iteration 8Q: 3 clusters Score -2454552 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2454590.500000 Penalty: 957.997559
	Iteration 9Q: 3 clusters Score -2454590 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2454622.750000 Penalty: 957.997559
	Iteration 10Q: 3 clusters Score -2454623 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2454648.750000 Penalty: 957.997559
	Iteration 11Q: 3 clusters Score -2454649 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2454655.750000 Penalty: 957.997559
	Iteration 12Q: 3 clusters Score -2454656 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2454678.250000 Penalty: 957.997559
	Iteration 13Q: 3 clusters Score -2454678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2454706.500000 Penalty: 957.997559
	Iteration 14Q: 3 clusters Score -2454706 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2454726.250000 Penalty: 957.997559
	Iteration 15Q: 3 clusters Score -2454726 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2454742.500000 Penalty: 957.997559
	Iteration 16Q: 3 clusters Score -2454742 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2454756.500000 Penalty: 957.997559
	Iteration 17Q: 3 clusters Score -2454756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2454781.750000 Penalty: 957.997559
	Iteration 18Q: 3 clusters Score -2454782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2454793.750000 Penalty: 957.997559
	Iteration 19Q: 3 clusters Score -2454794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2454791.500000 Penalty: 957.997559
	Iteration 20F: 3 clusters Score -2454792 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2454791.000000 Penalty: 957.997559
	Iteration 21Q: 3 clusters Score -2454791 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2454794.750000 Penalty: 957.997559
	Iteration 22Q: 3 clusters Score -2454795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2454801.250000 Penalty: 957.997559
	Iteration 23Q: 3 clusters Score -2454801 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2454807.500000 Penalty: 957.997559
	Iteration 24Q: 3 clusters Score -2454808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2454810.750000 Penalty: 957.997559
	Iteration 25Q: 3 clusters Score -2454811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2454809.750000 Penalty: 957.997559
	Iteration 26Q: 3 clusters Score -2454810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2454804.250000 Penalty: 957.997559
	Iteration 27Q: 3 clusters Score -2454804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2454806.000000 Penalty: 957.997559
	Iteration 28Q: 3 clusters Score -2454806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2454821.000000 Penalty: 957.997559
	Iteration 29Q: 3 clusters Score -2454821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2454820.000000 Penalty: 957.997559
	Iteration 30Q: 3 clusters Score -2454820 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2454823.750000 Penalty: 957.997559
	Iteration 31Q: 3 clusters Score -2454824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2454826.750000 Penalty: 957.997559
	Iteration 32Q: 3 clusters Score -2454827 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2454841.250000 Penalty: 957.997559
	Iteration 33Q: 3 clusters Score -2454841 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2454833.500000 Penalty: 957.997559
	Iteration 34Q: 3 clusters Score -2454834 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2454835.000000 Penalty: 957.997559
	Iteration 35Q: 3 clusters Score -2454835 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2454846.500000 Penalty: 957.997559
	Iteration 36Q: 3 clusters Score -2454846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2454836.250000 Penalty: 957.997559
	Iteration 37Q: 3 clusters Score -2454836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2454834.000000 Penalty: 957.997559
	Iteration 38Q: 3 clusters Score -2454834 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2454833.000000 Penalty: 957.997559
	Iteration 39Q: 3 clusters Score -2454833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2454844.250000 Penalty: 957.997559
	Iteration 40F: 3 clusters Score -2454844 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2454853.500000 Penalty: 957.997559
	Iteration 41Q: 3 clusters Score -2454854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2454851.000000 Penalty: 957.997559
	Iteration 42Q: 3 clusters Score -2454851 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2454845.500000 Penalty: 957.997559
	Iteration 43Q: 3 clusters Score -2454846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2454851.250000 Penalty: 957.997559
	Iteration 44Q: 3 clusters Score -2454851 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2454861.000000 Penalty: 957.997559
	Iteration 45Q: 3 clusters Score -2454861 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2454876.000000 Penalty: 957.997559
	Iteration 46Q: 3 clusters Score -2454876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2454885.500000 Penalty: 957.997559
	Iteration 47Q: 3 clusters Score -2454886 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2454897.250000 Penalty: 957.997559
	Iteration 48Q: 3 clusters Score -2454897 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2454895.500000 Penalty: 957.997559
	Iteration 49Q: 3 clusters Score -2454896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2454893.000000 Penalty: 957.997559
	Iteration 50Q: 3 clusters Score -2454893 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2454899.250000 Penalty: 957.997559
	Iteration 51Q: 3 clusters Score -2454899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2454908.500000 Penalty: 957.997559
	Iteration 52Q: 3 clusters Score -2454908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2454912.250000 Penalty: 957.997559
	Iteration 53Q: 3 clusters Score -2454912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2454924.250000 Penalty: 957.997559
	Iteration 54Q: 3 clusters Score -2454924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2454922.250000 Penalty: 957.997559
	Iteration 55Q: 3 clusters Score -2454922 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2454927.250000 Penalty: 957.997559
	Iteration 56Q: 3 clusters Score -2454927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2454941.000000 Penalty: 957.997559
	Iteration 57Q: 3 clusters Score -2454941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2454956.000000 Penalty: 957.997559
	Iteration 58Q: 3 clusters Score -2454956 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2454979.250000 Penalty: 957.997559
	Iteration 59Q: 3 clusters Score -2454979 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2454997.250000 Penalty: 957.997559
	Iteration 60F: 3 clusters Score -2454997 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2455035.750000 Penalty: 957.997559
	Iteration 61Q: 3 clusters Score -2455036 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2455055.750000 Penalty: 957.997559
	Iteration 62Q: 3 clusters Score -2455056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2455089.500000 Penalty: 957.997559
	Iteration 63Q: 3 clusters Score -2455090 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2455123.500000 Penalty: 957.997559
	Iteration 64Q: 3 clusters Score -2455124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2455163.000000 Penalty: 957.997559
	Iteration 65Q: 3 clusters Score -2455163 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2455208.750000 Penalty: 957.997559
	Iteration 66Q: 3 clusters Score -2455209 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2455276.000000 Penalty: 957.997559
	Iteration 67Q: 3 clusters Score -2455276 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2455341.250000 Penalty: 957.997559
	Iteration 68Q: 3 clusters Score -2455341 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2455413.000000 Penalty: 957.997559
	Iteration 69Q: 3 clusters Score -2455413 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2455490.250000 Penalty: 957.997559
	Iteration 70Q: 3 clusters Score -2455490 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2455565.250000 Penalty: 957.997559
	Iteration 71Q: 3 clusters Score -2455565 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2455638.250000 Penalty: 957.997559
	Iteration 72Q: 3 clusters Score -2455638 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2455755.000000 Penalty: 957.997559
	Iteration 73Q: 3 clusters Score -2455755 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2455871.250000 Penalty: 957.997559
	Iteration 74Q: 3 clusters Score -2455871 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2455964.750000 Penalty: 957.997559
	Iteration 75Q: 3 clusters Score -2455965 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2456100.250000 Penalty: 957.997559
	Iteration 76Q: 3 clusters Score -2456100 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2456298.250000 Penalty: 957.997559
	Iteration 77Q: 3 clusters Score -2456298 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2456539.250000 Penalty: 957.997559
	Iteration 78Q: 3 clusters Score -2456539 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2456731.250000 Penalty: 957.997559
	Iteration 79Q: 3 clusters Score -2456731 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2457159.500000 Penalty: 957.997559
	Iteration 80F: 3 clusters Score -2457160 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2457618.250000 Penalty: 957.997559
	Iteration 81Q: 3 clusters Score -2457618 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2457984.750000 Penalty: 957.997559
	Iteration 82Q: 3 clusters Score -2457985 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2458299.000000 Penalty: 957.997559
	Iteration 83Q: 3 clusters Score -2458299 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2458599.000000 Penalty: 957.997559
	Iteration 84Q: 3 clusters Score -2458599 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2458850.250000 Penalty: 957.997559
	Iteration 85Q: 3 clusters Score -2458850 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2459080.500000 Penalty: 957.997559
	Iteration 86Q: 3 clusters Score -2459080 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2459251.500000 Penalty: 957.997559
	Iteration 87Q: 3 clusters Score -2459252 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2459384.000000 Penalty: 957.997559
	Iteration 88Q: 3 clusters Score -2459384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2459440.500000 Penalty: 957.997559
	Iteration 89Q: 3 clusters Score -2459440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2459485.500000 Penalty: 957.997559
	Iteration 90Q: 3 clusters Score -2459486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2459511.500000 Penalty: 957.997559
	Iteration 91Q: 3 clusters Score -2459512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2459530.000000 Penalty: 957.997559
	Iteration 92Q: 3 clusters Score -2459530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2459546.000000 Penalty: 957.997559
	Iteration 93Q: 3 clusters Score -2459546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2459550.250000 Penalty: 957.997559
	Iteration 94Q: 3 clusters Score -2459550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2459557.750000 Penalty: 957.997559
	Iteration 95Q: 3 clusters Score -2459558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2459576.500000 Penalty: 957.997559
	Iteration 96Q: 3 clusters Score -2459576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2459579.750000 Penalty: 957.997559
	Iteration 97Q: 3 clusters Score -2459580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2459585.000000 Penalty: 957.997559
	Iteration 98Q: 3 clusters Score -2459585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2459586.250000 Penalty: 957.997559
	Iteration 99Q: 3 clusters Score -2459586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2459591.250000 Penalty: 957.997559
	Iteration 100F: 3 clusters Score -2459591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2459595.000000 Penalty: 957.997559
	Iteration 101Q: 3 clusters Score -2459595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2459599.750000 Penalty: 957.997559
	Iteration 102Q: 3 clusters Score -2459600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2459600.750000 Penalty: 957.997559
	Iteration 103Q: 3 clusters Score -2459601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2459601.250000 Penalty: 957.997559
	Iteration 104Q: 3 clusters Score -2459601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2459602.500000 Penalty: 957.997559
	Iteration 105Q: 3 clusters Score -2459602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2459602.500000 Penalty: 957.997559
	Iteration 106F: 3 clusters Score -2459602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -73534.218750 Penalty: 328.427032
	Iteration 0F: 2 clusters Score -73534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72522.226562 Penalty: 656.854065
	Iteration 0F: 3 clusters Score -72522.23 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -72978.187500 Penalty: 656.854065
	Iteration 1F: 3 clusters Score -72978.19 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -73096.351562 Penalty: 656.854065
	Iteration 2F: 3 clusters Score -73096.35 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73205.953125 Penalty: 656.854065
	Iteration 3F: 3 clusters Score -73205.95 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73264.468750 Penalty: 656.854065
	Iteration 4F: 3 clusters Score -73264.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73289.265625 Penalty: 656.854065
	Iteration 5Q: 3 clusters Score -73289.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73317.335938 Penalty: 656.854065
	Iteration 6Q: 3 clusters Score -73317.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73352.437500 Penalty: 656.854065
	Iteration 7Q: 3 clusters Score -73352.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73386.632812 Penalty: 656.854065
	Iteration 8Q: 3 clusters Score -73386.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73400.531250 Penalty: 656.854065
	Iteration 9Q: 3 clusters Score -73400.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73409.773438 Penalty: 656.854065
	Iteration 10Q: 3 clusters Score -73409.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73413.070312 Penalty: 656.854065
	Iteration 11Q: 3 clusters Score -73413.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73419.398438 Penalty: 656.854065
	Iteration 12Q: 3 clusters Score -73419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73424.968750 Penalty: 656.854065
	Iteration 13Q: 3 clusters Score -73424.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73428.726562 Penalty: 656.854065
	Iteration 14Q: 3 clusters Score -73428.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73432.210938 Penalty: 656.854065
	Iteration 15Q: 3 clusters Score -73432.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73433.593750 Penalty: 656.854065
	Iteration 16Q: 3 clusters Score -73433.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73436.601562 Penalty: 656.854065
	Iteration 17Q: 3 clusters Score -73436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73439.960938 Penalty: 656.854065
	Iteration 18Q: 3 clusters Score -73439.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -73442.882812 Penalty: 656.854065
	Iteration 19Q: 3 clusters Score -73442.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -73444.820312 Penalty: 656.854065
	Iteration 20F: 3 clusters Score -73444.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -73445.031250 Penalty: 656.854065
	Iteration 21Q: 3 clusters Score -73445.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73445.726562 Penalty: 656.854065
	Iteration 22Q: 3 clusters Score -73445.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73446.703125 Penalty: 656.854065
	Iteration 23Q: 3 clusters Score -73446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73447.171875 Penalty: 656.854065
	Iteration 24Q: 3 clusters Score -73447.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73447.671875 Penalty: 656.854065
	Iteration 25Q: 3 clusters Score -73447.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73447.671875 Penalty: 656.854065
	Iteration 26F: 3 clusters Score -73447.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -211751.453125 Penalty: 370.118256
	Iteration 0F: 2 clusters Score -211751.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -209371.906250 Penalty: 740.236511
	Iteration 0F: 3 clusters Score -209371.9 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -210228.578125 Penalty: 740.236511
	Iteration 1F: 3 clusters Score -210228.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -210348.343750 Penalty: 740.236511
	Iteration 2F: 3 clusters Score -210348.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -210480.390625 Penalty: 740.236511
	Iteration 3F: 3 clusters Score -210480.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -210620.906250 Penalty: 740.236511
	Iteration 4F: 3 clusters Score -210620.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -210752.515625 Penalty: 740.236511
	Iteration 5F: 3 clusters Score -210752.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210867.796875 Penalty: 740.236511
	Iteration 6Q: 3 clusters Score -210867.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -210946.281250 Penalty: 740.236511
	Iteration 7Q: 3 clusters Score -210946.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210981.593750 Penalty: 740.236511
	Iteration 8Q: 3 clusters Score -210981.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210999.156250 Penalty: 740.236511
	Iteration 9Q: 3 clusters Score -210999.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211017.234375 Penalty: 740.236511
	Iteration 10Q: 3 clusters Score -211017.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211039.390625 Penalty: 740.236511
	Iteration 11Q: 3 clusters Score -211039.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -211069.109375 Penalty: 740.236511
	Iteration 12Q: 3 clusters Score -211069.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211090.750000 Penalty: 740.236511
	Iteration 13Q: 3 clusters Score -211090.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -211100.921875 Penalty: 740.236511
	Iteration 14Q: 3 clusters Score -211100.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -211110.890625 Penalty: 740.236511
	Iteration 15Q: 3 clusters Score -211110.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211124.593750 Penalty: 740.236511
	Iteration 16Q: 3 clusters Score -211124.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -211135.781250 Penalty: 740.236511
	Iteration 17Q: 3 clusters Score -211135.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211145.140625 Penalty: 740.236511
	Iteration 18Q: 3 clusters Score -211145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211154.187500 Penalty: 740.236511
	Iteration 19Q: 3 clusters Score -211154.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -211169.781250 Penalty: 740.236511
	Iteration 20F: 3 clusters Score -211169.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211185.765625 Penalty: 740.236511
	Iteration 21Q: 3 clusters Score -211185.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -211193.562500 Penalty: 740.236511
	Iteration 22Q: 3 clusters Score -211193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211199.281250 Penalty: 740.236511
	Iteration 23Q: 3 clusters Score -211199.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211204.328125 Penalty: 740.236511
	Iteration 24Q: 3 clusters Score -211204.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211208.796875 Penalty: 740.236511
	Iteration 25Q: 3 clusters Score -211208.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211213.031250 Penalty: 740.236511
	Iteration 26Q: 3 clusters Score -211213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211214.984375 Penalty: 740.236511
	Iteration 27Q: 3 clusters Score -211215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -211217.484375 Penalty: 740.236511
	Iteration 28Q: 3 clusters Score -211217.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -211222.265625 Penalty: 740.236511
	Iteration 29Q: 3 clusters Score -211222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -211227.000000 Penalty: 740.236511
	Iteration 30Q: 3 clusters Score -211227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -211229.031250 Penalty: 740.236511
	Iteration 31Q: 3 clusters Score -211229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -211231.734375 Penalty: 740.236511
	Iteration 32Q: 3 clusters Score -211231.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -211234.125000 Penalty: 740.236511
	Iteration 33Q: 3 clusters Score -211234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -211236.078125 Penalty: 740.236511
	Iteration 34Q: 3 clusters Score -211236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -211236.406250 Penalty: 740.236511
	Iteration 35Q: 3 clusters Score -211236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -211237.218750 Penalty: 740.236511
	Iteration 36Q: 3 clusters Score -211237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -211239.671875 Penalty: 740.236511
	Iteration 37Q: 3 clusters Score -211239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -211243.468750 Penalty: 740.236511
	Iteration 38Q: 3 clusters Score -211243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -211248.453125 Penalty: 740.236511
	Iteration 39Q: 3 clusters Score -211248.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -211253.453125 Penalty: 740.236511
	Iteration 40F: 3 clusters Score -211253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -211257.500000 Penalty: 740.236511
	Iteration 41Q: 3 clusters Score -211257.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -211262.250000 Penalty: 740.236511
	Iteration 42Q: 3 clusters Score -211262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -211270.140625 Penalty: 740.236511
	Iteration 43Q: 3 clusters Score -211270.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -211278.500000 Penalty: 740.236511
	Iteration 44Q: 3 clusters Score -211278.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -211289.031250 Penalty: 740.236511
	Iteration 45Q: 3 clusters Score -211289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -211301.609375 Penalty: 740.236511
	Iteration 46Q: 3 clusters Score -211301.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -211314.671875 Penalty: 740.236511
	Iteration 47Q: 3 clusters Score -211314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -211323.500000 Penalty: 740.236511
	Iteration 48Q: 3 clusters Score -211323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -211330.093750 Penalty: 740.236511
	Iteration 49Q: 3 clusters Score -211330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -211338.437500 Penalty: 740.236511
	Iteration 50Q: 3 clusters Score -211338.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -211349.890625 Penalty: 740.236511
	Iteration 51Q: 3 clusters Score -211349.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -211363.562500 Penalty: 740.236511
	Iteration 52Q: 3 clusters Score -211363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -211368.171875 Penalty: 740.236511
	Iteration 53Q: 3 clusters Score -211368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -211371.609375 Penalty: 740.236511
	Iteration 54Q: 3 clusters Score -211371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -211377.468750 Penalty: 740.236511
	Iteration 55Q: 3 clusters Score -211377.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -211383.156250 Penalty: 740.236511
	Iteration 56Q: 3 clusters Score -211383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -211386.921875 Penalty: 740.236511
	Iteration 57Q: 3 clusters Score -211386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -211391.671875 Penalty: 740.236511
	Iteration 58Q: 3 clusters Score -211391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -211396.812500 Penalty: 740.236511
	Iteration 59Q: 3 clusters Score -211396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -211400.296875 Penalty: 740.236511
	Iteration 60F: 3 clusters Score -211400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -211402.171875 Penalty: 740.236511
	Iteration 61Q: 3 clusters Score -211402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -211402.921875 Penalty: 740.236511
	Iteration 62Q: 3 clusters Score -211402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -211404.156250 Penalty: 740.236511
	Iteration 63Q: 3 clusters Score -211404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -211406.250000 Penalty: 740.236511
	Iteration 64Q: 3 clusters Score -211406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -211407.781250 Penalty: 740.236511
	Iteration 65Q: 3 clusters Score -211407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -211408.531250 Penalty: 740.236511
	Iteration 66Q: 3 clusters Score -211408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -211409.171875 Penalty: 740.236511
	Iteration 67Q: 3 clusters Score -211409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -211409.171875 Penalty: 740.236511
	Iteration 68F: 3 clusters Score -211409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -825126.250000 Penalty: 432.630768
	Iteration 0F: 2 clusters Score -825126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -816122.062500 Penalty: 865.261536
	Iteration 0F: 3 clusters Score -816122.1 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -819643.187500 Penalty: 865.261536
	Iteration 1F: 3 clusters Score -819643.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -819818.812500 Penalty: 865.261536
	Iteration 2Q: 3 clusters Score -819818.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -820040.312500 Penalty: 865.261536
	Iteration 3Q: 3 clusters Score -820040.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -820335.937500 Penalty: 865.261536
	Iteration 4F: 3 clusters Score -820335.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -820770.562500 Penalty: 865.261536
	Iteration 5F: 3 clusters Score -820770.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -821407.562500 Penalty: 865.261536
	Iteration 6F: 3 clusters Score -821407.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -822254.125000 Penalty: 865.261536
	Iteration 7F: 3 clusters Score -822254.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -823070.125000 Penalty: 865.261536
	Iteration 8F: 3 clusters Score -823070.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -823662.875000 Penalty: 865.261536
	Iteration 9Q: 3 clusters Score -823662.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -824014.375000 Penalty: 865.261536
	Iteration 10Q: 3 clusters Score -824014.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -824206.875000 Penalty: 865.261536
	Iteration 11Q: 3 clusters Score -824206.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -824312.375000 Penalty: 865.261536
	Iteration 12Q: 3 clusters Score -824312.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -824370.187500 Penalty: 865.261536
	Iteration 13Q: 3 clusters Score -824370.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -824400.250000 Penalty: 865.261536
	Iteration 14Q: 3 clusters Score -824400.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -824438.062500 Penalty: 865.261536
	Iteration 15Q: 3 clusters Score -824438.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -824461.437500 Penalty: 865.261536
	Iteration 16Q: 3 clusters Score -824461.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -824480.500000 Penalty: 865.261536
	Iteration 17Q: 3 clusters Score -824480.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -824501.562500 Penalty: 865.261536
	Iteration 18Q: 3 clusters Score -824501.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -824508.500000 Penalty: 865.261536
	Iteration 19Q: 3 clusters Score -824508.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -824522.812500 Penalty: 865.261536
	Iteration 20F: 3 clusters Score -824522.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -824534.562500 Penalty: 865.261536
	Iteration 21Q: 3 clusters Score -824534.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -824544.750000 Penalty: 865.261536
	Iteration 22Q: 3 clusters Score -824544.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -824558.875000 Penalty: 865.261536
	Iteration 23Q: 3 clusters Score -824558.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -824574.000000 Penalty: 865.261536
	Iteration 24Q: 3 clusters Score -824574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -824582.062500 Penalty: 865.261536
	Iteration 25Q: 3 clusters Score -824582.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -824588.812500 Penalty: 865.261536
	Iteration 26Q: 3 clusters Score -824588.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -824598.312500 Penalty: 865.261536
	Iteration 27Q: 3 clusters Score -824598.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -824604.375000 Penalty: 865.261536
	Iteration 28Q: 3 clusters Score -824604.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -824613.875000 Penalty: 865.261536
	Iteration 29Q: 3 clusters Score -824613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -824624.750000 Penalty: 865.261536
	Iteration 30Q: 3 clusters Score -824624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -824637.750000 Penalty: 865.261536
	Iteration 31Q: 3 clusters Score -824637.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -824647.187500 Penalty: 865.261536
	Iteration 32Q: 3 clusters Score -824647.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -824655.937500 Penalty: 865.261536
	Iteration 33Q: 3 clusters Score -824655.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -824660.500000 Penalty: 865.261536
	Iteration 34Q: 3 clusters Score -824660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -824663.625000 Penalty: 865.261536
	Iteration 35Q: 3 clusters Score -824663.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -824667.937500 Penalty: 865.261536
	Iteration 36Q: 3 clusters Score -824667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -824670.750000 Penalty: 865.261536
	Iteration 37Q: 3 clusters Score -824670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -824673.937500 Penalty: 865.261536
	Iteration 38Q: 3 clusters Score -824673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -824678.562500 Penalty: 865.261536
	Iteration 39Q: 3 clusters Score -824678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -824685.625000 Penalty: 865.261536
	Iteration 40F: 3 clusters Score -824685.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -824690.812500 Penalty: 865.261536
	Iteration 41Q: 3 clusters Score -824690.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -824700.437500 Penalty: 865.261536
	Iteration 42Q: 3 clusters Score -824700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -824706.937500 Penalty: 865.261536
	Iteration 43Q: 3 clusters Score -824706.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -824711.500000 Penalty: 865.261536
	Iteration 44Q: 3 clusters Score -824711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -824714.750000 Penalty: 865.261536
	Iteration 45Q: 3 clusters Score -824714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -824715.375000 Penalty: 865.261536
	Iteration 46Q: 3 clusters Score -824715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -824718.187500 Penalty: 865.261536
	Iteration 47Q: 3 clusters Score -824718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -824719.812500 Penalty: 865.261536
	Iteration 48Q: 3 clusters Score -824719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -824720.750000 Penalty: 865.261536
	Iteration 49Q: 3 clusters Score -824720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -824721.187500 Penalty: 865.261536
	Iteration 50Q: 3 clusters Score -824721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -824724.000000 Penalty: 865.261536
	Iteration 51Q: 3 clusters Score -824724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -824727.187500 Penalty: 865.261536
	Iteration 52Q: 3 clusters Score -824727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -824728.062500 Penalty: 865.261536
	Iteration 53Q: 3 clusters Score -824728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -824732.187500 Penalty: 865.261536
	Iteration 54Q: 3 clusters Score -824732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -824734.625000 Penalty: 865.261536
	Iteration 55Q: 3 clusters Score -824734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -824742.625000 Penalty: 865.261536
	Iteration 56Q: 3 clusters Score -824742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -824748.125000 Penalty: 865.261536
	Iteration 57Q: 3 clusters Score -824748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -824754.375000 Penalty: 865.261536
	Iteration 58Q: 3 clusters Score -824754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -824757.000000 Penalty: 865.261536
	Iteration 59Q: 3 clusters Score -824757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -824758.562500 Penalty: 865.261536
	Iteration 60F: 3 clusters Score -824758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -824760.687500 Penalty: 865.261536
	Iteration 61Q: 3 clusters Score -824760.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -824765.437500 Penalty: 865.261536
	Iteration 62Q: 3 clusters Score -824765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -824767.000000 Penalty: 865.261536
	Iteration 63Q: 3 clusters Score -824767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -824770.937500 Penalty: 865.261536
	Iteration 64Q: 3 clusters Score -824770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -824776.562500 Penalty: 865.261536
	Iteration 65Q: 3 clusters Score -824776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -824781.125000 Penalty: 865.261536
	Iteration 66Q: 3 clusters Score -824781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -824782.000000 Penalty: 865.261536
	Iteration 67Q: 3 clusters Score -824782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -824787.812500 Penalty: 865.261536
	Iteration 68Q: 3 clusters Score -824787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -824789.312500 Penalty: 865.261536
	Iteration 69Q: 3 clusters Score -824789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -824791.562500 Penalty: 865.261536
	Iteration 70Q: 3 clusters Score -824791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -824792.312500 Penalty: 865.261536
	Iteration 71Q: 3 clusters Score -824792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -824792.312500 Penalty: 865.261536
	Iteration 72F: 3 clusters Score -824792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Entering Unmasked Estep 
Score: -5272818.500000 Penalty: 516.482544
	Iteration 0F: 2 clusters Score -5272818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5217401.500000 Penalty: 1032.965088
	Iteration 0F: 3 clusters Score -5217402 nChanged 41714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5243637.000000 Penalty: 1032.965088
	Iteration 1F: 3 clusters Score -5243637 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -5245971.500000 Penalty: 1032.965088
	Iteration 2F: 3 clusters Score -5245972 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -5250132.000000 Penalty: 1032.965088
	Iteration 3F: 3 clusters Score -5250132 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -5255402.500000 Penalty: 1032.965088
	Iteration 4F: 3 clusters Score -5255402 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -5260088.500000 Penalty: 1032.965088
	Iteration 5F: 3 clusters Score -5260088 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -5263361.500000 Penalty: 1032.965088
	Iteration 6F: 3 clusters Score -5263362 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -5265285.500000 Penalty: 1032.965088
	Iteration 7Q: 3 clusters Score -5265286 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -5266562.500000 Penalty: 1032.965088
	Iteration 8Q: 3 clusters Score -5266562 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -5267596.000000 Penalty: 1032.965088
	Iteration 9Q: 3 clusters Score -5267596 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -5268565.000000 Penalty: 1032.965088
	Iteration 10Q: 3 clusters Score -5268565 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -5269506.000000 Penalty: 1032.965088
	Iteration 11Q: 3 clusters Score -5269506 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -5270328.000000 Penalty: 1032.965088
	Iteration 12Q: 3 clusters Score -5270328 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -5271081.000000 Penalty: 1032.965088
	Iteration 13Q: 3 clusters Score -5271081 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -5271674.000000 Penalty: 1032.965088
	Iteration 14Q: 3 clusters Score -5271674 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -5272016.000000 Penalty: 1032.965088
	Iteration 15Q: 3 clusters Score -5272016 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -5272266.000000 Penalty: 1032.965088
	Iteration 16Q: 3 clusters Score -5272266 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -5272392.000000 Penalty: 1032.965088
	Iteration 17Q: 3 clusters Score -5272392 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -5272428.500000 Penalty: 1032.965088
	Iteration 18Q: 3 clusters Score -5272428 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -5272451.500000 Penalty: 1032.965088
	Iteration 19Q: 3 clusters Score -5272452 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -5272468.500000 Penalty: 1032.965088
	Iteration 20F: 3 clusters Score -5272468 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -5272445.500000 Penalty: 1032.965088
	Iteration 21Q: 3 clusters Score -5272446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -5272379.000000 Penalty: 1032.965088
	Iteration 22Q: 3 clusters Score -5272379 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -5272372.500000 Penalty: 1032.965088
	Iteration 23Q: 3 clusters Score -5272372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -5272386.000000 Penalty: 1032.965088
	Iteration 24Q: 3 clusters Score -5272386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -5272409.000000 Penalty: 1032.965088
	Iteration 25Q: 3 clusters Score -5272409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -5272451.500000 Penalty: 1032.965088
	Iteration 26Q: 3 clusters Score -5272452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -5272459.500000 Penalty: 1032.965088
	Iteration 27Q: 3 clusters Score -5272460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -5272467.000000 Penalty: 1032.965088
	Iteration 28Q: 3 clusters Score -5272467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -5272480.500000 Penalty: 1032.965088
	Iteration 29Q: 3 clusters Score -5272480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -5272474.500000 Penalty: 1032.965088
	Iteration 30Q: 3 clusters Score -5272474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -5272495.000000 Penalty: 1032.965088
	Iteration 31Q: 3 clusters Score -5272495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -5272490.000000 Penalty: 1032.965088
	Iteration 32Q: 3 clusters Score -5272490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -5272498.500000 Penalty: 1032.965088
	Iteration 33Q: 3 clusters Score -5272498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -5272503.500000 Penalty: 1032.965088
	Iteration 34Q: 3 clusters Score -5272504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -5272496.500000 Penalty: 1032.965088
	Iteration 35Q: 3 clusters Score -5272496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -5272500.000000 Penalty: 1032.965088
	Iteration 36Q: 3 clusters Score -5272500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -5272499.000000 Penalty: 1032.965088
	Iteration 37Q: 3 clusters Score -5272499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -5272503.000000 Penalty: 1032.965088
	Iteration 38Q: 3 clusters Score -5272503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -5272506.500000 Penalty: 1032.965088
	Iteration 39Q: 3 clusters Score -5272506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -5272502.500000 Penalty: 1032.965088
	Iteration 40F: 3 clusters Score -5272502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -5272503.000000 Penalty: 1032.965088
	Iteration 41Q: 3 clusters Score -5272503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -5272502.000000 Penalty: 1032.965088
	Iteration 42Q: 3 clusters Score -5272502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -5272512.000000 Penalty: 1032.965088
	Iteration 43Q: 3 clusters Score -5272512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -5272509.000000 Penalty: 1032.965088
	Iteration 44Q: 3 clusters Score -5272509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -5272509.000000 Penalty: 1032.965088
	Iteration 45F: 3 clusters Score -5272509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2282.505615 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2282.506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2308.737549 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2308.738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2327.243408 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2327.243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2328.474854 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2328.475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2328.474854 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -2328.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -335221.375000 Penalty: 390.568207
	Iteration 0F: 2 clusters Score -335221.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -331586.593750 Penalty: 781.136414
	Iteration 0F: 3 clusters Score -331586.6 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -332967.343750 Penalty: 781.136414
	Iteration 1F: 3 clusters Score -332967.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -333117.468750 Penalty: 781.136414
	Iteration 2F: 3 clusters Score -333117.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -333310.218750 Penalty: 781.136414
	Iteration 3F: 3 clusters Score -333310.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -333566.250000 Penalty: 781.136414
	Iteration 4F: 3 clusters Score -333566.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333934.406250 Penalty: 781.136414
	Iteration 5F: 3 clusters Score -333934.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -334342.625000 Penalty: 781.136414
	Iteration 6F: 3 clusters Score -334342.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -334642.625000 Penalty: 781.136414
	Iteration 7F: 3 clusters Score -334642.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -334770.218750 Penalty: 781.136414
	Iteration 8Q: 3 clusters Score -334770.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -334821.500000 Penalty: 781.136414
	Iteration 9Q: 3 clusters Score -334821.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -334845.062500 Penalty: 781.136414
	Iteration 10Q: 3 clusters Score -334845.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -334860.968750 Penalty: 781.136414
	Iteration 11Q: 3 clusters Score -334861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -334868.812500 Penalty: 781.136414
	Iteration 12Q: 3 clusters Score -334868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -334872.656250 Penalty: 781.136414
	Iteration 13Q: 3 clusters Score -334872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -334876.656250 Penalty: 781.136414
	Iteration 14Q: 3 clusters Score -334876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -334888.281250 Penalty: 781.136414
	Iteration 15Q: 3 clusters Score -334888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -334901.125000 Penalty: 781.136414
	Iteration 16Q: 3 clusters Score -334901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -334917.875000 Penalty: 781.136414
	Iteration 17Q: 3 clusters Score -334917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -334920.312500 Penalty: 781.136414
	Iteration 18Q: 3 clusters Score -334920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -334920.687500 Penalty: 781.136414
	Iteration 19Q: 3 clusters Score -334920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -334920.687500 Penalty: 781.136414
	Iteration 20F: 3 clusters Score -334920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Entering Unmasked Estep 
Score: -4952712.500000 Penalty: 512.763550
	Iteration 0F: 2 clusters Score -4952712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4901348.500000 Penalty: 1025.527100
	Iteration 0F: 3 clusters Score -4901348 nChanged 38438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -4925600.000000 Penalty: 1025.527100
	Iteration 1F: 3 clusters Score -4925600 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -4927507.000000 Penalty: 1025.527100
	Iteration 2F: 3 clusters Score -4927507 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -4930485.000000 Penalty: 1025.527100
	Iteration 3F: 3 clusters Score -4930485 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -4935252.500000 Penalty: 1025.527100
	Iteration 4F: 3 clusters Score -4935252 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -4940795.000000 Penalty: 1025.527100
	Iteration 5F: 3 clusters Score -4940795 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -4944387.000000 Penalty: 1025.527100
	Iteration 6F: 3 clusters Score -4944387 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -4946156.000000 Penalty: 1025.527100
	Iteration 7Q: 3 clusters Score -4946156 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -4947297.000000 Penalty: 1025.527100
	Iteration 8Q: 3 clusters Score -4947297 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -4948235.000000 Penalty: 1025.527100
	Iteration 9Q: 3 clusters Score -4948235 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -4949028.500000 Penalty: 1025.527100
	Iteration 10Q: 3 clusters Score -4949028 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -4949642.500000 Penalty: 1025.527100
	Iteration 11Q: 3 clusters Score -4949642 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -4950083.000000 Penalty: 1025.527100
	Iteration 12Q: 3 clusters Score -4950083 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -4950344.500000 Penalty: 1025.527100
	Iteration 13Q: 3 clusters Score -4950344 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -4950589.000000 Penalty: 1025.527100
	Iteration 14Q: 3 clusters Score -4950589 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -4950788.500000 Penalty: 1025.527100
	Iteration 15Q: 3 clusters Score -4950788 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -4950894.500000 Penalty: 1025.527100
	Iteration 16Q: 3 clusters Score -4950894 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -4951027.000000 Penalty: 1025.527100
	Iteration 17Q: 3 clusters Score -4951027 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -4951118.500000 Penalty: 1025.527100
	Iteration 18Q: 3 clusters Score -4951118 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -4951193.000000 Penalty: 1025.527100
	Iteration 19Q: 3 clusters Score -4951193 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -4951252.000000 Penalty: 1025.527100
	Iteration 20F: 3 clusters Score -4951252 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -4951340.500000 Penalty: 1025.527100
	Iteration 21Q: 3 clusters Score -4951340 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -4951365.000000 Penalty: 1025.527100
	Iteration 22Q: 3 clusters Score -4951365 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -4951431.000000 Penalty: 1025.527100
	Iteration 23Q: 3 clusters Score -4951431 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -4951485.500000 Penalty: 1025.527100
	Iteration 24Q: 3 clusters Score -4951486 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -4951580.000000 Penalty: 1025.527100
	Iteration 25Q: 3 clusters Score -4951580 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -4951613.500000 Penalty: 1025.527100
	Iteration 26Q: 3 clusters Score -4951614 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -4951657.500000 Penalty: 1025.527100
	Iteration 27Q: 3 clusters Score -4951658 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -4951697.500000 Penalty: 1025.527100
	Iteration 28Q: 3 clusters Score -4951698 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -4951753.500000 Penalty: 1025.527100
	Iteration 29Q: 3 clusters Score -4951754 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -4951798.000000 Penalty: 1025.527100
	Iteration 30Q: 3 clusters Score -4951798 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -4951853.000000 Penalty: 1025.527100
	Iteration 31Q: 3 clusters Score -4951853 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -4951910.000000 Penalty: 1025.527100
	Iteration 32Q: 3 clusters Score -4951910 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -4951959.000000 Penalty: 1025.527100
	Iteration 33Q: 3 clusters Score -4951959 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -4952016.000000 Penalty: 1025.527100
	Iteration 34Q: 3 clusters Score -4952016 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -4952092.500000 Penalty: 1025.527100
	Iteration 35Q: 3 clusters Score -4952092 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -4952128.500000 Penalty: 1025.527100
	Iteration 36Q: 3 clusters Score -4952128 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -4952188.000000 Penalty: 1025.527100
	Iteration 37Q: 3 clusters Score -4952188 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -4952238.000000 Penalty: 1025.527100
	Iteration 38Q: 3 clusters Score -4952238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -4952299.500000 Penalty: 1025.527100
	Iteration 39Q: 3 clusters Score -4952300 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -4952343.000000 Penalty: 1025.527100
	Iteration 40F: 3 clusters Score -4952343 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -4952389.500000 Penalty: 1025.527100
	Iteration 41Q: 3 clusters Score -4952390 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -4952442.500000 Penalty: 1025.527100
	Iteration 42Q: 3 clusters Score -4952442 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -4952503.000000 Penalty: 1025.527100
	Iteration 43Q: 3 clusters Score -4952503 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -4952533.000000 Penalty: 1025.527100
	Iteration 44Q: 3 clusters Score -4952533 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -4952609.000000 Penalty: 1025.527100
	Iteration 45Q: 3 clusters Score -4952609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -4952657.500000 Penalty: 1025.527100
	Iteration 46Q: 3 clusters Score -4952658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -4952697.500000 Penalty: 1025.527100
	Iteration 47Q: 3 clusters Score -4952698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -4952726.000000 Penalty: 1025.527100
	Iteration 48Q: 3 clusters Score -4952726 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -4952746.000000 Penalty: 1025.527100
	Iteration 49Q: 3 clusters Score -4952746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -4952779.500000 Penalty: 1025.527100
	Iteration 50Q: 3 clusters Score -4952780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -4952798.000000 Penalty: 1025.527100
	Iteration 51Q: 3 clusters Score -4952798 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -4952810.000000 Penalty: 1025.527100
	Iteration 52Q: 3 clusters Score -4952810 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -4952814.000000 Penalty: 1025.527100
	Iteration 53Q: 3 clusters Score -4952814 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -4952826.500000 Penalty: 1025.527100
	Iteration 54Q: 3 clusters Score -4952826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -4952829.000000 Penalty: 1025.527100
	Iteration 55Q: 3 clusters Score -4952829 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -4952843.000000 Penalty: 1025.527100
	Iteration 56Q: 3 clusters Score -4952843 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -4952883.000000 Penalty: 1025.527100
	Iteration 57Q: 3 clusters Score -4952883 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -4952906.500000 Penalty: 1025.527100
	Iteration 58Q: 3 clusters Score -4952906 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -4952902.500000 Penalty: 1025.527100
	Iteration 59Q: 3 clusters Score -4952902 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -4952901.500000 Penalty: 1025.527100
	Iteration 60F: 3 clusters Score -4952902 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -4952950.000000 Penalty: 1025.527100
	Iteration 61Q: 3 clusters Score -4952950 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -4952937.000000 Penalty: 1025.527100
	Iteration 62Q: 3 clusters Score -4952937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -4952950.000000 Penalty: 1025.527100
	Iteration 63Q: 3 clusters Score -4952950 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -4952928.000000 Penalty: 1025.527100
	Iteration 64Q: 3 clusters Score -4952928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -4952983.500000 Penalty: 1025.527100
	Iteration 65Q: 3 clusters Score -4952984 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -4952972.000000 Penalty: 1025.527100
	Iteration 66Q: 3 clusters Score -4952972 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -4952909.000000 Penalty: 1025.527100
	Iteration 67Q: 3 clusters Score -4952909 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -4952883.500000 Penalty: 1025.527100
	Iteration 68Q: 3 clusters Score -4952884 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -4952852.500000 Penalty: 1025.527100
	Iteration 69Q: 3 clusters Score -4952852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -4952819.500000 Penalty: 1025.527100
	Iteration 70Q: 3 clusters Score -4952820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -4952787.000000 Penalty: 1025.527100
	Iteration 71Q: 3 clusters Score -4952787 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -4952756.500000 Penalty: 1025.527100
	Iteration 72Q: 3 clusters Score -4952756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -4952723.500000 Penalty: 1025.527100
	Iteration 73Q: 3 clusters Score -4952724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -4952711.500000 Penalty: 1025.527100
	Iteration 74Q: 3 clusters Score -4952712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -4952678.000000 Penalty: 1025.527100
	Iteration 75Q: 3 clusters Score -4952678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -4952645.000000 Penalty: 1025.527100
	Iteration 76Q: 3 clusters Score -4952645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -4952625.000000 Penalty: 1025.527100
	Iteration 77Q: 3 clusters Score -4952625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -4952591.000000 Penalty: 1025.527100
	Iteration 78Q: 3 clusters Score -4952591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -4952587.500000 Penalty: 1025.527100
	Iteration 79Q: 3 clusters Score -4952588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -4952587.500000 Penalty: 1025.527100
	Iteration 80F: 3 clusters Score -4952588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -4952576.500000 Penalty: 1025.527100
	Iteration 81Q: 3 clusters Score -4952576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -4952563.500000 Penalty: 1025.527100
	Iteration 82Q: 3 clusters Score -4952564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -4952563.500000 Penalty: 1025.527100
	Iteration 83Q: 3 clusters Score -4952564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -4952545.000000 Penalty: 1025.527100
	Iteration 84Q: 3 clusters Score -4952545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -4952527.000000 Penalty: 1025.527100
	Iteration 85Q: 3 clusters Score -4952527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -4952521.500000 Penalty: 1025.527100
	Iteration 86Q: 3 clusters Score -4952522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -4952522.000000 Penalty: 1025.527100
	Iteration 87Q: 3 clusters Score -4952522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -4952520.000000 Penalty: 1025.527100
	Iteration 88Q: 3 clusters Score -4952520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -4952514.000000 Penalty: 1025.527100
	Iteration 89Q: 3 clusters Score -4952514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -4952519.500000 Penalty: 1025.527100
	Iteration 90Q: 3 clusters Score -4952520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -4952509.000000 Penalty: 1025.527100
	Iteration 91Q: 3 clusters Score -4952509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -4952509.000000 Penalty: 1025.527100
	Iteration 92Q: 3 clusters Score -4952509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -4952509.500000 Penalty: 1025.527100
	Iteration 93Q: 3 clusters Score -4952510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -4952506.000000 Penalty: 1025.527100
	Iteration 94Q: 3 clusters Score -4952506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -4952507.000000 Penalty: 1025.527100
	Iteration 95Q: 3 clusters Score -4952507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -4952507.000000 Penalty: 1025.527100
	Iteration 96F: 3 clusters Score -4952507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4323.065918 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4323.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4162.736328 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4162.736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4223.729004 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4223.729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4233.368164 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4233.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4240.615234 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4240.615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4240.615234 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -4240.615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Entering Unmasked Estep 
Score: -3717863.500000 Penalty: 500.615234
	Iteration 0F: 2 clusters Score -3717864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3677426.000000 Penalty: 1001.230469
	Iteration 0F: 3 clusters Score -3677426 nChanged 29062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3694942.750000 Penalty: 1001.230469
	Iteration 1F: 3 clusters Score -3694943 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -3695495.750000 Penalty: 1001.230469
	Iteration 2Q: 3 clusters Score -3695496 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3696202.000000 Penalty: 1001.230469
	Iteration 3Q: 3 clusters Score -3696202 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -3697287.750000 Penalty: 1001.230469
	Iteration 4Q: 3 clusters Score -3697288 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3698970.750000 Penalty: 1001.230469
	Iteration 5F: 3 clusters Score -3698971 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -3701741.500000 Penalty: 1001.230469
	Iteration 6F: 3 clusters Score -3701742 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -3705422.750000 Penalty: 1001.230469
	Iteration 7F: 3 clusters Score -3705423 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -3708432.750000 Penalty: 1001.230469
	Iteration 8F: 3 clusters Score -3708433 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -3710004.000000 Penalty: 1001.230469
	Iteration 9Q: 3 clusters Score -3710004 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -3710788.000000 Penalty: 1001.230469
	Iteration 10Q: 3 clusters Score -3710788 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -3711374.500000 Penalty: 1001.230469
	Iteration 11Q: 3 clusters Score -3711374 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -3711964.250000 Penalty: 1001.230469
	Iteration 12Q: 3 clusters Score -3711964 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -3712517.250000 Penalty: 1001.230469
	Iteration 13Q: 3 clusters Score -3712517 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -3713001.750000 Penalty: 1001.230469
	Iteration 14Q: 3 clusters Score -3713002 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -3713482.500000 Penalty: 1001.230469
	Iteration 15Q: 3 clusters Score -3713482 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -3713984.750000 Penalty: 1001.230469
	Iteration 16Q: 3 clusters Score -3713985 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -3714481.750000 Penalty: 1001.230469
	Iteration 17Q: 3 clusters Score -3714482 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -3714936.750000 Penalty: 1001.230469
	Iteration 18Q: 3 clusters Score -3714937 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -3715335.000000 Penalty: 1001.230469
	Iteration 19Q: 3 clusters Score -3715335 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -3715687.000000 Penalty: 1001.230469
	Iteration 20F: 3 clusters Score -3715687 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -3716038.000000 Penalty: 1001.230469
	Iteration 21Q: 3 clusters Score -3716038 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -3716356.250000 Penalty: 1001.230469
	Iteration 22Q: 3 clusters Score -3716356 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -3716594.750000 Penalty: 1001.230469
	Iteration 23Q: 3 clusters Score -3716595 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -3716816.750000 Penalty: 1001.230469
	Iteration 24Q: 3 clusters Score -3716817 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -3716987.000000 Penalty: 1001.230469
	Iteration 25Q: 3 clusters Score -3716987 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -3717102.250000 Penalty: 1001.230469
	Iteration 26Q: 3 clusters Score -3717102 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -3717201.000000 Penalty: 1001.230469
	Iteration 27Q: 3 clusters Score -3717201 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -3717257.250000 Penalty: 1001.230469
	Iteration 28Q: 3 clusters Score -3717257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -3717315.750000 Penalty: 1001.230469
	Iteration 29Q: 3 clusters Score -3717316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -3717348.500000 Penalty: 1001.230469
	Iteration 30Q: 3 clusters Score -3717348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -3717375.750000 Penalty: 1001.230469
	Iteration 31Q: 3 clusters Score -3717376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -3717393.250000 Penalty: 1001.230469
	Iteration 32Q: 3 clusters Score -3717393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -3717407.000000 Penalty: 1001.230469
	Iteration 33Q: 3 clusters Score -3717407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -3717422.750000 Penalty: 1001.230469
	Iteration 34Q: 3 clusters Score -3717423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -3717436.000000 Penalty: 1001.230469
	Iteration 35Q: 3 clusters Score -3717436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -3717444.500000 Penalty: 1001.230469
	Iteration 36Q: 3 clusters Score -3717444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -3717448.250000 Penalty: 1001.230469
	Iteration 37Q: 3 clusters Score -3717448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -3717450.500000 Penalty: 1001.230469
	Iteration 38Q: 3 clusters Score -3717450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -3717454.750000 Penalty: 1001.230469
	Iteration 39Q: 3 clusters Score -3717455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -3717452.750000 Penalty: 1001.230469
	Iteration 40F: 3 clusters Score -3717453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -3717455.750000 Penalty: 1001.230469
	Iteration 41Q: 3 clusters Score -3717456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -3717458.250000 Penalty: 1001.230469
	Iteration 42Q: 3 clusters Score -3717458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -3717461.750000 Penalty: 1001.230469
	Iteration 43Q: 3 clusters Score -3717462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -3717463.250000 Penalty: 1001.230469
	Iteration 44Q: 3 clusters Score -3717463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -3717463.000000 Penalty: 1001.230469
	Iteration 45Q: 3 clusters Score -3717463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -3717469.250000 Penalty: 1001.230469
	Iteration 46Q: 3 clusters Score -3717469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -3717473.000000 Penalty: 1001.230469
	Iteration 47Q: 3 clusters Score -3717473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -3717468.750000 Penalty: 1001.230469
	Iteration 48Q: 3 clusters Score -3717469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -3717468.750000 Penalty: 1001.230469
	Iteration 49F: 3 clusters Score -3717469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Entering Unmasked Estep 
Score: -917407.875000 Penalty: 438.509277
	Iteration 0F: 2 clusters Score -917407.9 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 7660 members 
Entering Unmasked Estep 
Score: -907197.500000 Penalty: 877.018555
	Iteration 0F: 3 clusters Score -907197.5 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -911240.125000 Penalty: 877.018555
	Iteration 1F: 3 clusters Score -911240.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -911637.625000 Penalty: 877.018555
	Iteration 2F: 3 clusters Score -911637.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -912193.312500 Penalty: 877.018555
	Iteration 3F: 3 clusters Score -912193.3 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -912935.250000 Penalty: 877.018555
	Iteration 4F: 3 clusters Score -912935.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -913832.000000 Penalty: 877.018555
	Iteration 5F: 3 clusters Score -913832 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -914547.875000 Penalty: 877.018555
	Iteration 6F: 3 clusters Score -914547.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -914899.812500 Penalty: 877.018555
	Iteration 7Q: 3 clusters Score -914899.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -915056.562500 Penalty: 877.018555
	Iteration 8Q: 3 clusters Score -915056.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -915141.125000 Penalty: 877.018555
	Iteration 9Q: 3 clusters Score -915141.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -915210.187500 Penalty: 877.018555
	Iteration 10Q: 3 clusters Score -915210.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -915279.812500 Penalty: 877.018555
	Iteration 11Q: 3 clusters Score -915279.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -915337.500000 Penalty: 877.018555
	Iteration 12Q: 3 clusters Score -915337.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -915404.562500 Penalty: 877.018555
	Iteration 13Q: 3 clusters Score -915404.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -915455.750000 Penalty: 877.018555
	Iteration 14Q: 3 clusters Score -915455.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -915509.437500 Penalty: 877.018555
	Iteration 15Q: 3 clusters Score -915509.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -915560.812500 Penalty: 877.018555
	Iteration 16Q: 3 clusters Score -915560.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -915606.875000 Penalty: 877.018555
	Iteration 17Q: 3 clusters Score -915606.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -915644.187500 Penalty: 877.018555
	Iteration 18Q: 3 clusters Score -915644.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -915673.000000 Penalty: 877.018555
	Iteration 19Q: 3 clusters Score -915673 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -915696.500000 Penalty: 877.018555
	Iteration 20F: 3 clusters Score -915696.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -915707.000000 Penalty: 877.018555
	Iteration 21Q: 3 clusters Score -915707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -915722.187500 Penalty: 877.018555
	Iteration 22Q: 3 clusters Score -915722.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -915735.687500 Penalty: 877.018555
	Iteration 23Q: 3 clusters Score -915735.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -915748.125000 Penalty: 877.018555
	Iteration 24Q: 3 clusters Score -915748.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -915764.937500 Penalty: 877.018555
	Iteration 25Q: 3 clusters Score -915764.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -915777.562500 Penalty: 877.018555
	Iteration 26Q: 3 clusters Score -915777.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -915785.750000 Penalty: 877.018555
	Iteration 27Q: 3 clusters Score -915785.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -915793.687500 Penalty: 877.018555
	Iteration 28Q: 3 clusters Score -915793.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -915802.125000 Penalty: 877.018555
	Iteration 29Q: 3 clusters Score -915802.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -915813.812500 Penalty: 877.018555
	Iteration 30Q: 3 clusters Score -915813.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -915816.937500 Penalty: 877.018555
	Iteration 31Q: 3 clusters Score -915816.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -915823.562500 Penalty: 877.018555
	Iteration 32Q: 3 clusters Score -915823.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -915828.562500 Penalty: 877.018555
	Iteration 33Q: 3 clusters Score -915828.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -915830.750000 Penalty: 877.018555
	Iteration 34Q: 3 clusters Score -915830.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -915835.375000 Penalty: 877.018555
	Iteration 35Q: 3 clusters Score -915835.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -915835.125000 Penalty: 877.018555
	Iteration 36Q: 3 clusters Score -915835.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -915840.937500 Penalty: 877.018555
	Iteration 37Q: 3 clusters Score -915840.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -915842.500000 Penalty: 877.018555
	Iteration 38Q: 3 clusters Score -915842.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -915847.000000 Penalty: 877.018555
	Iteration 39Q: 3 clusters Score -915847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -915850.625000 Penalty: 877.018555
	Iteration 40F: 3 clusters Score -915850.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -915850.750000 Penalty: 877.018555
	Iteration 41Q: 3 clusters Score -915850.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -915851.812500 Penalty: 877.018555
	Iteration 42Q: 3 clusters Score -915851.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -915851.875000 Penalty: 877.018555
	Iteration 43Q: 3 clusters Score -915851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -915853.437500 Penalty: 877.018555
	Iteration 44Q: 3 clusters Score -915853.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -915854.375000 Penalty: 877.018555
	Iteration 45Q: 3 clusters Score -915854.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -915858.562500 Penalty: 877.018555
	Iteration 46Q: 3 clusters Score -915858.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -915857.250000 Penalty: 877.018555
	Iteration 47Q: 3 clusters Score -915857.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -915861.062500 Penalty: 877.018555
	Iteration 48Q: 3 clusters Score -915861.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -915861.500000 Penalty: 877.018555
	Iteration 49Q: 3 clusters Score -915861.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -915863.000000 Penalty: 877.018555
	Iteration 50Q: 3 clusters Score -915863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -915867.375000 Penalty: 877.018555
	Iteration 51Q: 3 clusters Score -915867.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -915868.437500 Penalty: 877.018555
	Iteration 52Q: 3 clusters Score -915868.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -915870.062500 Penalty: 877.018555
	Iteration 53Q: 3 clusters Score -915870.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -915874.562500 Penalty: 877.018555
	Iteration 54Q: 3 clusters Score -915874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -915876.687500 Penalty: 877.018555
	Iteration 55Q: 3 clusters Score -915876.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -915880.187500 Penalty: 877.018555
	Iteration 56Q: 3 clusters Score -915880.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -915879.312500 Penalty: 877.018555
	Iteration 57Q: 3 clusters Score -915879.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -915881.625000 Penalty: 877.018555
	Iteration 58Q: 3 clusters Score -915881.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -915882.437500 Penalty: 877.018555
	Iteration 59Q: 3 clusters Score -915882.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -915886.437500 Penalty: 877.018555
	Iteration 60F: 3 clusters Score -915886.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -915889.000000 Penalty: 877.018555
	Iteration 61Q: 3 clusters Score -915889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -915892.187500 Penalty: 877.018555
	Iteration 62Q: 3 clusters Score -915892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -915890.500000 Penalty: 877.018555
	Iteration 63Q: 3 clusters Score -915890.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -915895.687500 Penalty: 877.018555
	Iteration 64Q: 3 clusters Score -915895.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -915898.562500 Penalty: 877.018555
	Iteration 65Q: 3 clusters Score -915898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -915900.812500 Penalty: 877.018555
	Iteration 66Q: 3 clusters Score -915900.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -915901.437500 Penalty: 877.018555
	Iteration 67Q: 3 clusters Score -915901.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -915906.937500 Penalty: 877.018555
	Iteration 68Q: 3 clusters Score -915906.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -915909.125000 Penalty: 877.018555
	Iteration 69Q: 3 clusters Score -915909.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -915908.250000 Penalty: 877.018555
	Iteration 70Q: 3 clusters Score -915908.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -915910.812500 Penalty: 877.018555
	Iteration 71Q: 3 clusters Score -915910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -915908.937500 Penalty: 877.018555
	Iteration 72Q: 3 clusters Score -915908.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -915910.562500 Penalty: 877.018555
	Iteration 73Q: 3 clusters Score -915910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -915911.625000 Penalty: 877.018555
	Iteration 74Q: 3 clusters Score -915911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -915911.187500 Penalty: 877.018555
	Iteration 75Q: 3 clusters Score -915911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -915912.875000 Penalty: 877.018555
	Iteration 76Q: 3 clusters Score -915912.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -915914.250000 Penalty: 877.018555
	Iteration 77Q: 3 clusters Score -915914.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -915916.000000 Penalty: 877.018555
	Iteration 78Q: 3 clusters Score -915916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -915916.125000 Penalty: 877.018555
	Iteration 79Q: 3 clusters Score -915916.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -915916.375000 Penalty: 877.018555
	Iteration 80F: 3 clusters Score -915916.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -915917.375000 Penalty: 877.018555
	Iteration 81Q: 3 clusters Score -915917.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -915918.500000 Penalty: 877.018555
	Iteration 82Q: 3 clusters Score -915918.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -915918.125000 Penalty: 877.018555
	Iteration 83Q: 3 clusters Score -915918.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -915922.937500 Penalty: 877.018555
	Iteration 84Q: 3 clusters Score -915922.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -915923.812500 Penalty: 877.018555
	Iteration 85Q: 3 clusters Score -915923.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -915927.625000 Penalty: 877.018555
	Iteration 86Q: 3 clusters Score -915927.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -915928.750000 Penalty: 877.018555
	Iteration 87Q: 3 clusters Score -915928.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -915930.875000 Penalty: 877.018555
	Iteration 88Q: 3 clusters Score -915930.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -915929.437500 Penalty: 877.018555
	Iteration 89Q: 3 clusters Score -915929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -915932.437500 Penalty: 877.018555
	Iteration 90Q: 3 clusters Score -915932.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -915933.375000 Penalty: 877.018555
	Iteration 91Q: 3 clusters Score -915933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -915932.000000 Penalty: 877.018555
	Iteration 92Q: 3 clusters Score -915932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -915931.625000 Penalty: 877.018555
	Iteration 93Q: 3 clusters Score -915931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -915933.250000 Penalty: 877.018555
	Iteration 94Q: 3 clusters Score -915933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -915933.750000 Penalty: 877.018555
	Iteration 95Q: 3 clusters Score -915933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -915933.125000 Penalty: 877.018555
	Iteration 96Q: 3 clusters Score -915933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -915931.750000 Penalty: 877.018555
	Iteration 97Q: 3 clusters Score -915931.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -915932.250000 Penalty: 877.018555
	Iteration 98Q: 3 clusters Score -915932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -915932.562500 Penalty: 877.018555
	Iteration 99Q: 3 clusters Score -915932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -915932.625000 Penalty: 877.018555
	Iteration 100F: 3 clusters Score -915932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -915931.500000 Penalty: 877.018555
	Iteration 101Q: 3 clusters Score -915931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -915930.750000 Penalty: 877.018555
	Iteration 102Q: 3 clusters Score -915930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -915932.437500 Penalty: 877.018555
	Iteration 103Q: 3 clusters Score -915932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -915932.875000 Penalty: 877.018555
	Iteration 104Q: 3 clusters Score -915932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -915933.875000 Penalty: 877.018555
	Iteration 105Q: 3 clusters Score -915933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -915935.250000 Penalty: 877.018555
	Iteration 106Q: 3 clusters Score -915935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -915934.812500 Penalty: 877.018555
	Iteration 107Q: 3 clusters Score -915934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -915933.062500 Penalty: 877.018555
	Iteration 108Q: 3 clusters Score -915933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -915933.812500 Penalty: 877.018555
	Iteration 109Q: 3 clusters Score -915933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -915935.000000 Penalty: 877.018555
	Iteration 110Q: 3 clusters Score -915935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -915934.750000 Penalty: 877.018555
	Iteration 111Q: 3 clusters Score -915934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -915934.750000 Penalty: 877.018555
	Iteration 112F: 3 clusters Score -915934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -91365.609375 Penalty: 335.574127
	Iteration 0F: 2 clusters Score -91365.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -90209.015625 Penalty: 671.148254
	Iteration 0F: 3 clusters Score -90209.02 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -90590.781250 Penalty: 671.148254
	Iteration 1F: 3 clusters Score -90590.78 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90688.164062 Penalty: 671.148254
	Iteration 2F: 3 clusters Score -90688.16 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90764.476562 Penalty: 671.148254
	Iteration 3F: 3 clusters Score -90764.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -90853.234375 Penalty: 671.148254
	Iteration 4F: 3 clusters Score -90853.23 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -90947.875000 Penalty: 671.148254
	Iteration 5F: 3 clusters Score -90947.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91034.179688 Penalty: 671.148254
	Iteration 6F: 3 clusters Score -91034.18 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91117.179688 Penalty: 671.148254
	Iteration 7F: 3 clusters Score -91117.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91186.523438 Penalty: 671.148254
	Iteration 8F: 3 clusters Score -91186.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91233.851562 Penalty: 671.148254
	Iteration 9Q: 3 clusters Score -91233.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91253.718750 Penalty: 671.148254
	Iteration 10Q: 3 clusters Score -91253.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91265.015625 Penalty: 671.148254
	Iteration 11Q: 3 clusters Score -91265.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91274.382812 Penalty: 671.148254
	Iteration 12Q: 3 clusters Score -91274.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -91282.703125 Penalty: 671.148254
	Iteration 13Q: 3 clusters Score -91282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -91286.242188 Penalty: 671.148254
	Iteration 14Q: 3 clusters Score -91286.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -91288.273438 Penalty: 671.148254
	Iteration 15Q: 3 clusters Score -91288.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91289.468750 Penalty: 671.148254
	Iteration 16Q: 3 clusters Score -91289.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -91291.132812 Penalty: 671.148254
	Iteration 17Q: 3 clusters Score -91291.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -91294.007812 Penalty: 671.148254
	Iteration 18Q: 3 clusters Score -91294.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -91296.601562 Penalty: 671.148254
	Iteration 19Q: 3 clusters Score -91296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -91297.320312 Penalty: 671.148254
	Iteration 20F: 3 clusters Score -91297.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -91299.421875 Penalty: 671.148254
	Iteration 21Q: 3 clusters Score -91299.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91302.218750 Penalty: 671.148254
	Iteration 22Q: 3 clusters Score -91302.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -91303.585938 Penalty: 671.148254
	Iteration 23Q: 3 clusters Score -91303.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -91303.781250 Penalty: 671.148254
	Iteration 24Q: 3 clusters Score -91303.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -91304.257812 Penalty: 671.148254
	Iteration 25Q: 3 clusters Score -91304.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -91304.257812 Penalty: 671.148254
	Iteration 26F: 3 clusters Score -91304.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Entering Unmasked Estep 
Score: -1665544.750000 Penalty: 461.831940
	Iteration 0F: 2 clusters Score -1665545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1648616.500000 Penalty: 923.663879
	Iteration 0F: 3 clusters Score -1648616 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1655588.000000 Penalty: 923.663879
	Iteration 1F: 3 clusters Score -1655588 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1655933.000000 Penalty: 923.663879
	Iteration 2Q: 3 clusters Score -1655933 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1656478.000000 Penalty: 923.663879
	Iteration 3Q: 3 clusters Score -1656478 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1657369.250000 Penalty: 923.663879
	Iteration 4F: 3 clusters Score -1657369 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1658701.750000 Penalty: 923.663879
	Iteration 5F: 3 clusters Score -1658702 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1660251.375000 Penalty: 923.663879
	Iteration 6F: 3 clusters Score -1660251 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1661134.750000 Penalty: 923.663879
	Iteration 7F: 3 clusters Score -1661135 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1661464.500000 Penalty: 923.663879
	Iteration 8Q: 3 clusters Score -1661464 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1661553.875000 Penalty: 923.663879
	Iteration 9Q: 3 clusters Score -1661554 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1661599.750000 Penalty: 923.663879
	Iteration 10Q: 3 clusters Score -1661600 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1661645.500000 Penalty: 923.663879
	Iteration 11Q: 3 clusters Score -1661646 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1661681.625000 Penalty: 923.663879
	Iteration 12Q: 3 clusters Score -1661682 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1661727.875000 Penalty: 923.663879
	Iteration 13Q: 3 clusters Score -1661728 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1661769.750000 Penalty: 923.663879
	Iteration 14Q: 3 clusters Score -1661770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1661804.750000 Penalty: 923.663879
	Iteration 15Q: 3 clusters Score -1661805 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1661849.000000 Penalty: 923.663879
	Iteration 16Q: 3 clusters Score -1661849 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1661885.625000 Penalty: 923.663879
	Iteration 17Q: 3 clusters Score -1661886 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1661923.250000 Penalty: 923.663879
	Iteration 18Q: 3 clusters Score -1661923 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1661964.000000 Penalty: 923.663879
	Iteration 19Q: 3 clusters Score -1661964 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1661988.375000 Penalty: 923.663879
	Iteration 20F: 3 clusters Score -1661988 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1662034.125000 Penalty: 923.663879
	Iteration 21Q: 3 clusters Score -1662034 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1662075.500000 Penalty: 923.663879
	Iteration 22Q: 3 clusters Score -1662076 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1662106.000000 Penalty: 923.663879
	Iteration 23Q: 3 clusters Score -1662106 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1662140.250000 Penalty: 923.663879
	Iteration 24Q: 3 clusters Score -1662140 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1662165.750000 Penalty: 923.663879
	Iteration 25Q: 3 clusters Score -1662166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1662200.375000 Penalty: 923.663879
	Iteration 26Q: 3 clusters Score -1662200 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1662229.500000 Penalty: 923.663879
	Iteration 27Q: 3 clusters Score -1662230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1662256.125000 Penalty: 923.663879
	Iteration 28Q: 3 clusters Score -1662256 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1662295.875000 Penalty: 923.663879
	Iteration 29Q: 3 clusters Score -1662296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1662334.125000 Penalty: 923.663879
	Iteration 30Q: 3 clusters Score -1662334 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1662370.125000 Penalty: 923.663879
	Iteration 31Q: 3 clusters Score -1662370 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1662397.625000 Penalty: 923.663879
	Iteration 32Q: 3 clusters Score -1662398 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1662432.250000 Penalty: 923.663879
	Iteration 33Q: 3 clusters Score -1662432 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1662469.000000 Penalty: 923.663879
	Iteration 34Q: 3 clusters Score -1662469 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1662516.250000 Penalty: 923.663879
	Iteration 35Q: 3 clusters Score -1662516 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1662565.375000 Penalty: 923.663879
	Iteration 36Q: 3 clusters Score -1662565 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1662603.500000 Penalty: 923.663879
	Iteration 37Q: 3 clusters Score -1662604 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1662659.375000 Penalty: 923.663879
	Iteration 38Q: 3 clusters Score -1662659 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1662709.750000 Penalty: 923.663879
	Iteration 39Q: 3 clusters Score -1662710 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1662756.125000 Penalty: 923.663879
	Iteration 40F: 3 clusters Score -1662756 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1662818.375000 Penalty: 923.663879
	Iteration 41Q: 3 clusters Score -1662818 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1662889.875000 Penalty: 923.663879
	Iteration 42Q: 3 clusters Score -1662890 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1662968.125000 Penalty: 923.663879
	Iteration 43Q: 3 clusters Score -1662968 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1663036.750000 Penalty: 923.663879
	Iteration 44Q: 3 clusters Score -1663037 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -1663116.250000 Penalty: 923.663879
	Iteration 45Q: 3 clusters Score -1663116 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1663206.750000 Penalty: 923.663879
	Iteration 46Q: 3 clusters Score -1663207 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1663303.000000 Penalty: 923.663879
	Iteration 47Q: 3 clusters Score -1663303 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1663382.625000 Penalty: 923.663879
	Iteration 48Q: 3 clusters Score -1663383 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1663444.375000 Penalty: 923.663879
	Iteration 49Q: 3 clusters Score -1663444 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1663525.375000 Penalty: 923.663879
	Iteration 50Q: 3 clusters Score -1663525 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1663591.125000 Penalty: 923.663879
	Iteration 51Q: 3 clusters Score -1663591 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1663666.750000 Penalty: 923.663879
	Iteration 52Q: 3 clusters Score -1663667 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1663754.250000 Penalty: 923.663879
	Iteration 53Q: 3 clusters Score -1663754 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -1663836.625000 Penalty: 923.663879
	Iteration 54Q: 3 clusters Score -1663837 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1663927.750000 Penalty: 923.663879
	Iteration 55Q: 3 clusters Score -1663928 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -1664024.500000 Penalty: 923.663879
	Iteration 56Q: 3 clusters Score -1664024 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1664111.875000 Penalty: 923.663879
	Iteration 57Q: 3 clusters Score -1664112 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -1664209.125000 Penalty: 923.663879
	Iteration 58Q: 3 clusters Score -1664209 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -1664310.375000 Penalty: 923.663879
	Iteration 59Q: 3 clusters Score -1664310 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1664412.875000 Penalty: 923.663879
	Iteration 60F: 3 clusters Score -1664413 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -1664500.500000 Penalty: 923.663879
	Iteration 61Q: 3 clusters Score -1664500 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -1664591.375000 Penalty: 923.663879
	Iteration 62Q: 3 clusters Score -1664591 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -1664680.875000 Penalty: 923.663879
	Iteration 63Q: 3 clusters Score -1664681 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -1664749.875000 Penalty: 923.663879
	Iteration 64Q: 3 clusters Score -1664750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -1664794.125000 Penalty: 923.663879
	Iteration 65Q: 3 clusters Score -1664794 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -1664836.125000 Penalty: 923.663879
	Iteration 66Q: 3 clusters Score -1664836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -1664872.000000 Penalty: 923.663879
	Iteration 67Q: 3 clusters Score -1664872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -1664902.625000 Penalty: 923.663879
	Iteration 68Q: 3 clusters Score -1664903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1664952.250000 Penalty: 923.663879
	Iteration 69Q: 3 clusters Score -1664952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1664987.000000 Penalty: 923.663879
	Iteration 70Q: 3 clusters Score -1664987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -1665011.750000 Penalty: 923.663879
	Iteration 71Q: 3 clusters Score -1665012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -1665040.875000 Penalty: 923.663879
	Iteration 72Q: 3 clusters Score -1665041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -1665062.000000 Penalty: 923.663879
	Iteration 73Q: 3 clusters Score -1665062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1665078.125000 Penalty: 923.663879
	Iteration 74Q: 3 clusters Score -1665078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -1665096.250000 Penalty: 923.663879
	Iteration 75Q: 3 clusters Score -1665096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -1665109.625000 Penalty: 923.663879
	Iteration 76Q: 3 clusters Score -1665110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -1665120.375000 Penalty: 923.663879
	Iteration 77Q: 3 clusters Score -1665120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -1665127.000000 Penalty: 923.663879
	Iteration 78Q: 3 clusters Score -1665127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -1665133.250000 Penalty: 923.663879
	Iteration 79Q: 3 clusters Score -1665133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -1665139.500000 Penalty: 923.663879
	Iteration 80F: 3 clusters Score -1665140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -1665147.000000 Penalty: 923.663879
	Iteration 81Q: 3 clusters Score -1665147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -1665156.875000 Penalty: 923.663879
	Iteration 82Q: 3 clusters Score -1665157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -1665160.875000 Penalty: 923.663879
	Iteration 83Q: 3 clusters Score -1665161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -1665163.625000 Penalty: 923.663879
	Iteration 84Q: 3 clusters Score -1665164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -1665165.500000 Penalty: 923.663879
	Iteration 85Q: 3 clusters Score -1665166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -1665167.125000 Penalty: 923.663879
	Iteration 86Q: 3 clusters Score -1665167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -1665170.000000 Penalty: 923.663879
	Iteration 87Q: 3 clusters Score -1665170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -1665174.250000 Penalty: 923.663879
	Iteration 88Q: 3 clusters Score -1665174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -1665175.250000 Penalty: 923.663879
	Iteration 89Q: 3 clusters Score -1665175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -1665177.000000 Penalty: 923.663879
	Iteration 90Q: 3 clusters Score -1665177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -1665175.000000 Penalty: 923.663879
	Iteration 91Q: 3 clusters Score -1665175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -1665177.875000 Penalty: 923.663879
	Iteration 92Q: 3 clusters Score -1665178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -1665178.625000 Penalty: 923.663879
	Iteration 93Q: 3 clusters Score -1665179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -1665179.125000 Penalty: 923.663879
	Iteration 94Q: 3 clusters Score -1665179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -1665179.750000 Penalty: 923.663879
	Iteration 95Q: 3 clusters Score -1665180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -1665181.125000 Penalty: 923.663879
	Iteration 96Q: 3 clusters Score -1665181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -1665181.500000 Penalty: 923.663879
	Iteration 97Q: 3 clusters Score -1665182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -1665183.125000 Penalty: 923.663879
	Iteration 98Q: 3 clusters Score -1665183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1665185.500000 Penalty: 923.663879
	Iteration 99Q: 3 clusters Score -1665186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1665183.000000 Penalty: 923.663879
	Iteration 100F: 3 clusters Score -1665183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -1665182.125000 Penalty: 923.663879
	Iteration 101Q: 3 clusters Score -1665182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -1665182.500000 Penalty: 923.663879
	Iteration 102Q: 3 clusters Score -1665182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -1665182.500000 Penalty: 923.663879
	Iteration 103F: 3 clusters Score -1665182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Entering Unmasked Estep 
Score: -3818701.000000 Penalty: 499.775269
	Iteration 0F: 2 clusters Score -3818701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3789667.750000 Penalty: 999.550537
	Iteration 0F: 3 clusters Score -3789668 nChanged 28509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3808062.750000 Penalty: 999.550537
	Iteration 1F: 3 clusters Score -3808063 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3809988.500000 Penalty: 999.550537
	Iteration 2F: 3 clusters Score -3809988 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3812490.500000 Penalty: 999.550537
	Iteration 3F: 3 clusters Score -3812490 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3815052.250000 Penalty: 999.550537
	Iteration 4F: 3 clusters Score -3815052 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3816850.000000 Penalty: 999.550537
	Iteration 5F: 3 clusters Score -3816850 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3817698.500000 Penalty: 999.550537
	Iteration 6Q: 3 clusters Score -3817698 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3818247.000000 Penalty: 999.550537
	Iteration 7Q: 3 clusters Score -3818247 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3818514.750000 Penalty: 999.550537
	Iteration 8Q: 3 clusters Score -3818515 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3818641.750000 Penalty: 999.550537
	Iteration 9Q: 3 clusters Score -3818642 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3818674.500000 Penalty: 999.550537
	Iteration 10Q: 3 clusters Score -3818674 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3818725.750000 Penalty: 999.550537
	Iteration 11Q: 3 clusters Score -3818726 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3818712.750000 Penalty: 999.550537
	Iteration 12Q: 3 clusters Score -3818713 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3818707.000000 Penalty: 999.550537
	Iteration 13Q: 3 clusters Score -3818707 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3818700.750000 Penalty: 999.550537
	Iteration 14Q: 3 clusters Score -3818701 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3818714.250000 Penalty: 999.550537
	Iteration 15Q: 3 clusters Score -3818714 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3818686.750000 Penalty: 999.550537
	Iteration 16Q: 3 clusters Score -3818687 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3818684.000000 Penalty: 999.550537
	Iteration 17Q: 3 clusters Score -3818684 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3818710.750000 Penalty: 999.550537
	Iteration 18Q: 3 clusters Score -3818711 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3818759.250000 Penalty: 999.550537
	Iteration 19Q: 3 clusters Score -3818759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3818781.750000 Penalty: 999.550537
	Iteration 20F: 3 clusters Score -3818782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3818820.000000 Penalty: 999.550537
	Iteration 21Q: 3 clusters Score -3818820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3818814.750000 Penalty: 999.550537
	Iteration 22Q: 3 clusters Score -3818815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3818842.250000 Penalty: 999.550537
	Iteration 23Q: 3 clusters Score -3818842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3818837.750000 Penalty: 999.550537
	Iteration 24Q: 3 clusters Score -3818838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3818865.000000 Penalty: 999.550537
	Iteration 25Q: 3 clusters Score -3818865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3818858.750000 Penalty: 999.550537
	Iteration 26Q: 3 clusters Score -3818859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3818875.750000 Penalty: 999.550537
	Iteration 27Q: 3 clusters Score -3818876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3818879.500000 Penalty: 999.550537
	Iteration 28Q: 3 clusters Score -3818880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3818892.000000 Penalty: 999.550537
	Iteration 29Q: 3 clusters Score -3818892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3818902.750000 Penalty: 999.550537
	Iteration 30Q: 3 clusters Score -3818903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3818914.750000 Penalty: 999.550537
	Iteration 31Q: 3 clusters Score -3818915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3818915.500000 Penalty: 999.550537
	Iteration 32Q: 3 clusters Score -3818916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3818909.750000 Penalty: 999.550537
	Iteration 33Q: 3 clusters Score -3818910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3818911.750000 Penalty: 999.550537
	Iteration 34Q: 3 clusters Score -3818912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3818912.250000 Penalty: 999.550537
	Iteration 35Q: 3 clusters Score -3818912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3818920.500000 Penalty: 999.550537
	Iteration 36Q: 3 clusters Score -3818920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3818916.750000 Penalty: 999.550537
	Iteration 37Q: 3 clusters Score -3818917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3818919.750000 Penalty: 999.550537
	Iteration 38Q: 3 clusters Score -3818920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3818913.000000 Penalty: 999.550537
	Iteration 39Q: 3 clusters Score -3818913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3818912.500000 Penalty: 999.550537
	Iteration 40F: 3 clusters Score -3818912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3818909.500000 Penalty: 999.550537
	Iteration 41Q: 3 clusters Score -3818910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3818909.250000 Penalty: 999.550537
	Iteration 42Q: 3 clusters Score -3818909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3818906.750000 Penalty: 999.550537
	Iteration 43Q: 3 clusters Score -3818907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3818911.000000 Penalty: 999.550537
	Iteration 44Q: 3 clusters Score -3818911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3818903.250000 Penalty: 999.550537
	Iteration 45Q: 3 clusters Score -3818903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3818902.000000 Penalty: 999.550537
	Iteration 46Q: 3 clusters Score -3818902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3818902.500000 Penalty: 999.550537
	Iteration 47Q: 3 clusters Score -3818902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3818893.000000 Penalty: 999.550537
	Iteration 48Q: 3 clusters Score -3818893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3818888.500000 Penalty: 999.550537
	Iteration 49Q: 3 clusters Score -3818888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3818889.750000 Penalty: 999.550537
	Iteration 50Q: 3 clusters Score -3818890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3818889.750000 Penalty: 999.550537
	Iteration 51F: 3 clusters Score -3818890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 45160 members 
Mstep: Class 7 contains 37326 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 85073 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 78396 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60026 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 25595 members 
Mstep: Class 20 contains 57400 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 29477 members 
Mstep: Class 23 contains 5142 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 7567 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20322 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 89437 members 
Mstep: Class 31 contains 651 members 
Mstep: Class 32 contains 1277 members 
Mstep: Class 33 contains 75951 members 
Mstep: Class 34 contains 1528 members 
Entering Unmasked Estep 
Score: -42228832.000000 Penalty: 20813.578125
Splitting cluster 20 changes total score from -42228764.000000 to -42228832.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -728866.437500 Penalty: 428.567261
	Iteration 0F: 2 clusters Score -728866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -720672.125000 Penalty: 857.134521
	Iteration 0F: 3 clusters Score -720672.1 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -723920.812500 Penalty: 857.134521
	Iteration 1F: 3 clusters Score -723920.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -724122.750000 Penalty: 857.134521
	Iteration 2Q: 3 clusters Score -724122.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -724371.812500 Penalty: 857.134521
	Iteration 3Q: 3 clusters Score -724371.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -724671.562500 Penalty: 857.134521
	Iteration 4Q: 3 clusters Score -724671.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -725096.250000 Penalty: 857.134521
	Iteration 5F: 3 clusters Score -725096.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -725597.625000 Penalty: 857.134521
	Iteration 6F: 3 clusters Score -725597.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -726043.312500 Penalty: 857.134521
	Iteration 7F: 3 clusters Score -726043.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -726388.312500 Penalty: 857.134521
	Iteration 8F: 3 clusters Score -726388.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -726621.437500 Penalty: 857.134521
	Iteration 9Q: 3 clusters Score -726621.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -726776.812500 Penalty: 857.134521
	Iteration 10Q: 3 clusters Score -726776.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -726879.000000 Penalty: 857.134521
	Iteration 11Q: 3 clusters Score -726879 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -726955.062500 Penalty: 857.134521
	Iteration 12Q: 3 clusters Score -726955.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -727003.687500 Penalty: 857.134521
	Iteration 13Q: 3 clusters Score -727003.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -727049.000000 Penalty: 857.134521
	Iteration 14Q: 3 clusters Score -727049 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -727091.125000 Penalty: 857.134521
	Iteration 15Q: 3 clusters Score -727091.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -727150.062500 Penalty: 857.134521
	Iteration 16Q: 3 clusters Score -727150.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -727221.750000 Penalty: 857.134521
	Iteration 17Q: 3 clusters Score -727221.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -727292.375000 Penalty: 857.134521
	Iteration 18Q: 3 clusters Score -727292.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -727387.312500 Penalty: 857.134521
	Iteration 19Q: 3 clusters Score -727387.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -727494.187500 Penalty: 857.134521
	Iteration 20F: 3 clusters Score -727494.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -727621.312500 Penalty: 857.134521
	Iteration 21Q: 3 clusters Score -727621.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -727768.937500 Penalty: 857.134521
	Iteration 22Q: 3 clusters Score -727768.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -727938.125000 Penalty: 857.134521
	Iteration 23Q: 3 clusters Score -727938.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -728107.375000 Penalty: 857.134521
	Iteration 24Q: 3 clusters Score -728107.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -728250.312500 Penalty: 857.134521
	Iteration 25Q: 3 clusters Score -728250.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -728359.437500 Penalty: 857.134521
	Iteration 26Q: 3 clusters Score -728359.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -728423.625000 Penalty: 857.134521
	Iteration 27Q: 3 clusters Score -728423.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -728460.000000 Penalty: 857.134521
	Iteration 28Q: 3 clusters Score -728460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -728492.500000 Penalty: 857.134521
	Iteration 29Q: 3 clusters Score -728492.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -728511.375000 Penalty: 857.134521
	Iteration 30Q: 3 clusters Score -728511.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -728528.187500 Penalty: 857.134521
	Iteration 31Q: 3 clusters Score -728528.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -728538.375000 Penalty: 857.134521
	Iteration 32Q: 3 clusters Score -728538.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -728550.375000 Penalty: 857.134521
	Iteration 33Q: 3 clusters Score -728550.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -728563.187500 Penalty: 857.134521
	Iteration 34Q: 3 clusters Score -728563.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -728581.062500 Penalty: 857.134521
	Iteration 35Q: 3 clusters Score -728581.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -728594.250000 Penalty: 857.134521
	Iteration 36Q: 3 clusters Score -728594.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -728601.937500 Penalty: 857.134521
	Iteration 37Q: 3 clusters Score -728601.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -728609.375000 Penalty: 857.134521
	Iteration 38Q: 3 clusters Score -728609.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -728611.812500 Penalty: 857.134521
	Iteration 39Q: 3 clusters Score -728611.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -728612.687500 Penalty: 857.134521
	Iteration 40F: 3 clusters Score -728612.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -728616.062500 Penalty: 857.134521
	Iteration 41Q: 3 clusters Score -728616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -728617.000000 Penalty: 857.134521
	Iteration 42Q: 3 clusters Score -728617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -728617.812500 Penalty: 857.134521
	Iteration 43Q: 3 clusters Score -728617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -728618.687500 Penalty: 857.134521
	Iteration 44Q: 3 clusters Score -728618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -728617.125000 Penalty: 857.134521
	Iteration 45Q: 3 clusters Score -728617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -728618.125000 Penalty: 857.134521
	Iteration 46Q: 3 clusters Score -728618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -728620.187500 Penalty: 857.134521
	Iteration 47Q: 3 clusters Score -728620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -728620.312500 Penalty: 857.134521
	Iteration 48Q: 3 clusters Score -728620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -728622.812500 Penalty: 857.134521
	Iteration 49Q: 3 clusters Score -728622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -728622.625000 Penalty: 857.134521
	Iteration 50Q: 3 clusters Score -728622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -728624.875000 Penalty: 857.134521
	Iteration 51Q: 3 clusters Score -728624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -728624.250000 Penalty: 857.134521
	Iteration 52Q: 3 clusters Score -728624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -728624.312500 Penalty: 857.134521
	Iteration 53Q: 3 clusters Score -728624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -728624.062500 Penalty: 857.134521
	Iteration 54Q: 3 clusters Score -728624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -728625.062500 Penalty: 857.134521
	Iteration 55Q: 3 clusters Score -728625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -728624.812500 Penalty: 857.134521
	Iteration 56Q: 3 clusters Score -728624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -728626.500000 Penalty: 857.134521
	Iteration 57Q: 3 clusters Score -728626.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -728625.375000 Penalty: 857.134521
	Iteration 58Q: 3 clusters Score -728625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -728626.250000 Penalty: 857.134521
	Iteration 59Q: 3 clusters Score -728626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -728626.500000 Penalty: 857.134521
	Iteration 60F: 3 clusters Score -728626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -728625.875000 Penalty: 857.134521
	Iteration 61Q: 3 clusters Score -728625.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -728626.562500 Penalty: 857.134521
	Iteration 62Q: 3 clusters Score -728626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -728627.062500 Penalty: 857.134521
	Iteration 63Q: 3 clusters Score -728627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -728629.687500 Penalty: 857.134521
	Iteration 64Q: 3 clusters Score -728629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -728630.250000 Penalty: 857.134521
	Iteration 65Q: 3 clusters Score -728630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -728634.250000 Penalty: 857.134521
	Iteration 66Q: 3 clusters Score -728634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -728635.062500 Penalty: 857.134521
	Iteration 67Q: 3 clusters Score -728635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -728636.187500 Penalty: 857.134521
	Iteration 68Q: 3 clusters Score -728636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -728636.187500 Penalty: 857.134521
	Iteration 69Q: 3 clusters Score -728636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -728639.187500 Penalty: 857.134521
	Iteration 70Q: 3 clusters Score -728639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -728641.000000 Penalty: 857.134521
	Iteration 71Q: 3 clusters Score -728641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -728641.250000 Penalty: 857.134521
	Iteration 72Q: 3 clusters Score -728641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -728641.812500 Penalty: 857.134521
	Iteration 73Q: 3 clusters Score -728641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -728643.562500 Penalty: 857.134521
	Iteration 74Q: 3 clusters Score -728643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -728644.937500 Penalty: 857.134521
	Iteration 75Q: 3 clusters Score -728644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -728645.937500 Penalty: 857.134521
	Iteration 76Q: 3 clusters Score -728645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -728646.062500 Penalty: 857.134521
	Iteration 77Q: 3 clusters Score -728646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -728647.000000 Penalty: 857.134521
	Iteration 78Q: 3 clusters Score -728647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -728645.937500 Penalty: 857.134521
	Iteration 79Q: 3 clusters Score -728645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -728645.062500 Penalty: 857.134521
	Iteration 80F: 3 clusters Score -728645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -728645.437500 Penalty: 857.134521
	Iteration 81Q: 3 clusters Score -728645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -728647.062500 Penalty: 857.134521
	Iteration 82Q: 3 clusters Score -728647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -728649.625000 Penalty: 857.134521
	Iteration 83Q: 3 clusters Score -728649.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -728649.875000 Penalty: 857.134521
	Iteration 84Q: 3 clusters Score -728649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -728653.187500 Penalty: 857.134521
	Iteration 85Q: 3 clusters Score -728653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -728653.000000 Penalty: 857.134521
	Iteration 86Q: 3 clusters Score -728653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -728653.312500 Penalty: 857.134521
	Iteration 87Q: 3 clusters Score -728653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -728652.937500 Penalty: 857.134521
	Iteration 88Q: 3 clusters Score -728652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -728652.312500 Penalty: 857.134521
	Iteration 89Q: 3 clusters Score -728652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -728650.812500 Penalty: 857.134521
	Iteration 90Q: 3 clusters Score -728650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -728651.375000 Penalty: 857.134521
	Iteration 91Q: 3 clusters Score -728651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -728652.812500 Penalty: 857.134521
	Iteration 92Q: 3 clusters Score -728652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -728652.562500 Penalty: 857.134521
	Iteration 93Q: 3 clusters Score -728652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -728652.250000 Penalty: 857.134521
	Iteration 94Q: 3 clusters Score -728652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -728653.750000 Penalty: 857.134521
	Iteration 95Q: 3 clusters Score -728653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -728655.000000 Penalty: 857.134521
	Iteration 96Q: 3 clusters Score -728655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -728657.750000 Penalty: 857.134521
	Iteration 97Q: 3 clusters Score -728657.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -728661.500000 Penalty: 857.134521
	Iteration 98Q: 3 clusters Score -728661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -728662.687500 Penalty: 857.134521
	Iteration 99Q: 3 clusters Score -728662.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -728665.125000 Penalty: 857.134521
	Iteration 100F: 3 clusters Score -728665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -728665.375000 Penalty: 857.134521
	Iteration 101Q: 3 clusters Score -728665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -728665.687500 Penalty: 857.134521
	Iteration 102Q: 3 clusters Score -728665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -728667.000000 Penalty: 857.134521
	Iteration 103Q: 3 clusters Score -728667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -728666.937500 Penalty: 857.134521
	Iteration 104Q: 3 clusters Score -728666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -728668.500000 Penalty: 857.134521
	Iteration 105Q: 3 clusters Score -728668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -728668.250000 Penalty: 857.134521
	Iteration 106Q: 3 clusters Score -728668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -728670.125000 Penalty: 857.134521
	Iteration 107Q: 3 clusters Score -728670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -728675.750000 Penalty: 857.134521
	Iteration 108Q: 3 clusters Score -728675.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -728675.437500 Penalty: 857.134521
	Iteration 109Q: 3 clusters Score -728675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -728673.875000 Penalty: 857.134521
	Iteration 110Q: 3 clusters Score -728673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -728674.562500 Penalty: 857.134521
	Iteration 111Q: 3 clusters Score -728674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -728675.812500 Penalty: 857.134521
	Iteration 112Q: 3 clusters Score -728675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -728673.312500 Penalty: 857.134521
	Iteration 113Q: 3 clusters Score -728673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -728674.375000 Penalty: 857.134521
	Iteration 114Q: 3 clusters Score -728674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -728675.437500 Penalty: 857.134521
	Iteration 115Q: 3 clusters Score -728675.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -728675.437500 Penalty: 857.134521
	Iteration 116F: 3 clusters Score -728675.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Entering Unmasked Estep 
Score: -1924568.625000 Penalty: 468.257141
	Iteration 0F: 2 clusters Score -1924569 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 14750 members 
Entering Unmasked Estep 
Score: -1905121.375000 Penalty: 936.514282
	Iteration 0F: 3 clusters Score -1905121 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1913681.750000 Penalty: 936.514282
	Iteration 1F: 3 clusters Score -1913682 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1914342.500000 Penalty: 936.514282
	Iteration 2F: 3 clusters Score -1914342 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1915279.625000 Penalty: 936.514282
	Iteration 3F: 3 clusters Score -1915280 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -1916484.750000 Penalty: 936.514282
	Iteration 4F: 3 clusters Score -1916485 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1917798.625000 Penalty: 936.514282
	Iteration 5F: 3 clusters Score -1917799 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1919104.000000 Penalty: 936.514282
	Iteration 6F: 3 clusters Score -1919104 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -1920305.375000 Penalty: 936.514282
	Iteration 7F: 3 clusters Score -1920305 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -1921466.250000 Penalty: 936.514282
	Iteration 8F: 3 clusters Score -1921466 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -1922476.500000 Penalty: 936.514282
	Iteration 9Q: 3 clusters Score -1922476 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -1923240.375000 Penalty: 936.514282
	Iteration 10Q: 3 clusters Score -1923240 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -1923752.875000 Penalty: 936.514282
	Iteration 11Q: 3 clusters Score -1923753 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -1924019.500000 Penalty: 936.514282
	Iteration 12Q: 3 clusters Score -1924020 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -1924161.250000 Penalty: 936.514282
	Iteration 13Q: 3 clusters Score -1924161 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -1924217.375000 Penalty: 936.514282
	Iteration 14Q: 3 clusters Score -1924217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -1924273.250000 Penalty: 936.514282
	Iteration 15Q: 3 clusters Score -1924273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -1924286.625000 Penalty: 936.514282
	Iteration 16Q: 3 clusters Score -1924287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -1924292.000000 Penalty: 936.514282
	Iteration 17Q: 3 clusters Score -1924292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -1924292.000000 Penalty: 936.514282
	Iteration 18Q: 3 clusters Score -1924292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -1924294.250000 Penalty: 936.514282
	Iteration 19Q: 3 clusters Score -1924294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -1924300.125000 Penalty: 936.514282
	Iteration 20F: 3 clusters Score -1924300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -1924304.500000 Penalty: 936.514282
	Iteration 21Q: 3 clusters Score -1924304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -1924303.125000 Penalty: 936.514282
	Iteration 22Q: 3 clusters Score -1924303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -1924303.125000 Penalty: 936.514282
	Iteration 23Q: 3 clusters Score -1924303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -1924302.625000 Penalty: 936.514282
	Iteration 24Q: 3 clusters Score -1924303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -1924306.250000 Penalty: 936.514282
	Iteration 25Q: 3 clusters Score -1924306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -1924304.875000 Penalty: 936.514282
	Iteration 26Q: 3 clusters Score -1924305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -1924311.125000 Penalty: 936.514282
	Iteration 27Q: 3 clusters Score -1924311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -1924307.875000 Penalty: 936.514282
	Iteration 28Q: 3 clusters Score -1924308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -1924309.500000 Penalty: 936.514282
	Iteration 29Q: 3 clusters Score -1924310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -1924310.625000 Penalty: 936.514282
	Iteration 30Q: 3 clusters Score -1924311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -1924311.500000 Penalty: 936.514282
	Iteration 31Q: 3 clusters Score -1924312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -1924312.125000 Penalty: 936.514282
	Iteration 32Q: 3 clusters Score -1924312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -1924311.875000 Penalty: 936.514282
	Iteration 33Q: 3 clusters Score -1924312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -1924314.375000 Penalty: 936.514282
	Iteration 34Q: 3 clusters Score -1924314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -1924318.875000 Penalty: 936.514282
	Iteration 35Q: 3 clusters Score -1924319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -1924317.250000 Penalty: 936.514282
	Iteration 36Q: 3 clusters Score -1924317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -1924318.250000 Penalty: 936.514282
	Iteration 37Q: 3 clusters Score -1924318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -1924314.875000 Penalty: 936.514282
	Iteration 38Q: 3 clusters Score -1924315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -1924315.875000 Penalty: 936.514282
	Iteration 39Q: 3 clusters Score -1924316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -1924316.875000 Penalty: 936.514282
	Iteration 40F: 3 clusters Score -1924317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -1924317.250000 Penalty: 936.514282
	Iteration 41Q: 3 clusters Score -1924317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -1924317.250000 Penalty: 936.514282
	Iteration 42F: 3 clusters Score -1924317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Entering Unmasked Estep 
Score: -335798.500000 Penalty: 388.806488
	Iteration 0F: 2 clusters Score -335798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -332309.656250 Penalty: 777.612976
	Iteration 0F: 3 clusters Score -332309.7 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -333719.156250 Penalty: 777.612976
	Iteration 1F: 3 clusters Score -333719.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -333881.718750 Penalty: 777.612976
	Iteration 2F: 3 clusters Score -333881.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -334074.125000 Penalty: 777.612976
	Iteration 3F: 3 clusters Score -334074.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -334336.937500 Penalty: 777.612976
	Iteration 4F: 3 clusters Score -334336.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -334569.406250 Penalty: 777.612976
	Iteration 5F: 3 clusters Score -334569.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -334761.562500 Penalty: 777.612976
	Iteration 6F: 3 clusters Score -334761.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -334892.750000 Penalty: 777.612976
	Iteration 7Q: 3 clusters Score -334892.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -334952.937500 Penalty: 777.612976
	Iteration 8Q: 3 clusters Score -334952.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334979.781250 Penalty: 777.612976
	Iteration 9Q: 3 clusters Score -334979.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -334997.250000 Penalty: 777.612976
	Iteration 10Q: 3 clusters Score -334997.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -335009.906250 Penalty: 777.612976
	Iteration 11Q: 3 clusters Score -335009.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -335016.968750 Penalty: 777.612976
	Iteration 12Q: 3 clusters Score -335017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -335023.906250 Penalty: 777.612976
	Iteration 13Q: 3 clusters Score -335023.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -335033.250000 Penalty: 777.612976
	Iteration 14Q: 3 clusters Score -335033.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -335041.656250 Penalty: 777.612976
	Iteration 15Q: 3 clusters Score -335041.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -335047.781250 Penalty: 777.612976
	Iteration 16Q: 3 clusters Score -335047.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -335054.812500 Penalty: 777.612976
	Iteration 17Q: 3 clusters Score -335054.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -335062.125000 Penalty: 777.612976
	Iteration 18Q: 3 clusters Score -335062.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -335081.468750 Penalty: 777.612976
	Iteration 19Q: 3 clusters Score -335081.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -335108.718750 Penalty: 777.612976
	Iteration 20F: 3 clusters Score -335108.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -335133.531250 Penalty: 777.612976
	Iteration 21Q: 3 clusters Score -335133.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -335150.625000 Penalty: 777.612976
	Iteration 22Q: 3 clusters Score -335150.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -335166.687500 Penalty: 777.612976
	Iteration 23Q: 3 clusters Score -335166.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -335178.750000 Penalty: 777.612976
	Iteration 24Q: 3 clusters Score -335178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -335193.125000 Penalty: 777.612976
	Iteration 25Q: 3 clusters Score -335193.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -335210.687500 Penalty: 777.612976
	Iteration 26Q: 3 clusters Score -335210.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -335227.031250 Penalty: 777.612976
	Iteration 27Q: 3 clusters Score -335227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -335244.968750 Penalty: 777.612976
	Iteration 28Q: 3 clusters Score -335245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -335264.000000 Penalty: 777.612976
	Iteration 29Q: 3 clusters Score -335264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -335278.000000 Penalty: 777.612976
	Iteration 30Q: 3 clusters Score -335278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -335295.968750 Penalty: 777.612976
	Iteration 31Q: 3 clusters Score -335296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -335317.687500 Penalty: 777.612976
	Iteration 32Q: 3 clusters Score -335317.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -335338.343750 Penalty: 777.612976
	Iteration 33Q: 3 clusters Score -335338.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -335359.093750 Penalty: 777.612976
	Iteration 34Q: 3 clusters Score -335359.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -335385.093750 Penalty: 777.612976
	Iteration 35Q: 3 clusters Score -335385.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -335402.937500 Penalty: 777.612976
	Iteration 36Q: 3 clusters Score -335402.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -335419.843750 Penalty: 777.612976
	Iteration 37Q: 3 clusters Score -335419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -335430.281250 Penalty: 777.612976
	Iteration 38Q: 3 clusters Score -335430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -335435.000000 Penalty: 777.612976
	Iteration 39Q: 3 clusters Score -335435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -335440.468750 Penalty: 777.612976
	Iteration 40F: 3 clusters Score -335440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -335442.812500 Penalty: 777.612976
	Iteration 41Q: 3 clusters Score -335442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -335444.343750 Penalty: 777.612976
	Iteration 42Q: 3 clusters Score -335444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -335445.343750 Penalty: 777.612976
	Iteration 43Q: 3 clusters Score -335445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -335445.843750 Penalty: 777.612976
	Iteration 44Q: 3 clusters Score -335445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -335446.187500 Penalty: 777.612976
	Iteration 45Q: 3 clusters Score -335446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -335446.187500 Penalty: 777.612976
	Iteration 46F: 3 clusters Score -335446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -156086.031250 Penalty: 357.374329
	Iteration 0F: 2 clusters Score -156086 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 1304 members 
Entering Unmasked Estep 
Score: -154309.203125 Penalty: 714.748657
	Iteration 0F: 3 clusters Score -154309.2 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -154933.484375 Penalty: 714.748657
	Iteration 1F: 3 clusters Score -154933.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -155032.046875 Penalty: 714.748657
	Iteration 2F: 3 clusters Score -155032 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -155152.812500 Penalty: 714.748657
	Iteration 3F: 3 clusters Score -155152.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -155284.265625 Penalty: 714.748657
	Iteration 4F: 3 clusters Score -155284.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -155424.281250 Penalty: 714.748657
	Iteration 5F: 3 clusters Score -155424.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -155538.062500 Penalty: 714.748657
	Iteration 6F: 3 clusters Score -155538.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -155638.656250 Penalty: 714.748657
	Iteration 7Q: 3 clusters Score -155638.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -155708.515625 Penalty: 714.748657
	Iteration 8Q: 3 clusters Score -155708.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -155765.921875 Penalty: 714.748657
	Iteration 9Q: 3 clusters Score -155765.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -155803.468750 Penalty: 714.748657
	Iteration 10Q: 3 clusters Score -155803.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -155824.656250 Penalty: 714.748657
	Iteration 11Q: 3 clusters Score -155824.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -155841.828125 Penalty: 714.748657
	Iteration 12Q: 3 clusters Score -155841.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -155855.359375 Penalty: 714.748657
	Iteration 13Q: 3 clusters Score -155855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -155862.062500 Penalty: 714.748657
	Iteration 14Q: 3 clusters Score -155862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -155865.890625 Penalty: 714.748657
	Iteration 15Q: 3 clusters Score -155865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -155869.343750 Penalty: 714.748657
	Iteration 16Q: 3 clusters Score -155869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -155872.312500 Penalty: 714.748657
	Iteration 17Q: 3 clusters Score -155872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -155874.109375 Penalty: 714.748657
	Iteration 18Q: 3 clusters Score -155874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -155876.218750 Penalty: 714.748657
	Iteration 19Q: 3 clusters Score -155876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -155877.906250 Penalty: 714.748657
	Iteration 20F: 3 clusters Score -155877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -155878.718750 Penalty: 714.748657
	Iteration 21Q: 3 clusters Score -155878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -155879.796875 Penalty: 714.748657
	Iteration 22Q: 3 clusters Score -155879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -155880.500000 Penalty: 714.748657
	Iteration 23Q: 3 clusters Score -155880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -155880.656250 Penalty: 714.748657
	Iteration 24Q: 3 clusters Score -155880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -155881.375000 Penalty: 714.748657
	Iteration 25Q: 3 clusters Score -155881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -155882.000000 Penalty: 714.748657
	Iteration 26Q: 3 clusters Score -155882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -155882.421875 Penalty: 714.748657
	Iteration 27Q: 3 clusters Score -155882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -155883.125000 Penalty: 714.748657
	Iteration 28Q: 3 clusters Score -155883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -155883.156250 Penalty: 714.748657
	Iteration 29Q: 3 clusters Score -155883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -155883.156250 Penalty: 714.748657
	Iteration 30F: 3 clusters Score -155883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Entering Unmasked Estep 
Score: -473454.281250 Penalty: 406.385620
	Iteration 0F: 2 clusters Score -473454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -468383.125000 Penalty: 812.771240
	Iteration 0F: 3 clusters Score -468383.1 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -470207.437500 Penalty: 812.771240
	Iteration 1F: 3 clusters Score -470207.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -470325.968750 Penalty: 812.771240
	Iteration 2Q: 3 clusters Score -470326 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -470457.281250 Penalty: 812.771240
	Iteration 3Q: 3 clusters Score -470457.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -470606.656250 Penalty: 812.771240
	Iteration 4Q: 3 clusters Score -470606.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -470843.812500 Penalty: 812.771240
	Iteration 5F: 3 clusters Score -470843.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -471128.468750 Penalty: 812.771240
	Iteration 6F: 3 clusters Score -471128.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -471457.875000 Penalty: 812.771240
	Iteration 7F: 3 clusters Score -471457.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -471847.718750 Penalty: 812.771240
	Iteration 8F: 3 clusters Score -471847.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -472156.750000 Penalty: 812.771240
	Iteration 9Q: 3 clusters Score -472156.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -472401.156250 Penalty: 812.771240
	Iteration 10Q: 3 clusters Score -472401.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -472569.593750 Penalty: 812.771240
	Iteration 11Q: 3 clusters Score -472569.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -472675.531250 Penalty: 812.771240
	Iteration 12Q: 3 clusters Score -472675.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -472759.781250 Penalty: 812.771240
	Iteration 13Q: 3 clusters Score -472759.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -472821.062500 Penalty: 812.771240
	Iteration 14Q: 3 clusters Score -472821.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -472860.687500 Penalty: 812.771240
	Iteration 15Q: 3 clusters Score -472860.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -472888.125000 Penalty: 812.771240
	Iteration 16Q: 3 clusters Score -472888.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -472912.468750 Penalty: 812.771240
	Iteration 17Q: 3 clusters Score -472912.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -472928.312500 Penalty: 812.771240
	Iteration 18Q: 3 clusters Score -472928.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -472944.875000 Penalty: 812.771240
	Iteration 19Q: 3 clusters Score -472944.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -472961.843750 Penalty: 812.771240
	Iteration 20F: 3 clusters Score -472961.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -472971.406250 Penalty: 812.771240
	Iteration 21Q: 3 clusters Score -472971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -472978.062500 Penalty: 812.771240
	Iteration 22Q: 3 clusters Score -472978.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -472987.187500 Penalty: 812.771240
	Iteration 23Q: 3 clusters Score -472987.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -473002.687500 Penalty: 812.771240
	Iteration 24Q: 3 clusters Score -473002.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -473008.781250 Penalty: 812.771240
	Iteration 25Q: 3 clusters Score -473008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -473013.531250 Penalty: 812.771240
	Iteration 26Q: 3 clusters Score -473013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -473016.156250 Penalty: 812.771240
	Iteration 27Q: 3 clusters Score -473016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -473017.781250 Penalty: 812.771240
	Iteration 28Q: 3 clusters Score -473017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -473019.906250 Penalty: 812.771240
	Iteration 29Q: 3 clusters Score -473019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -473021.812500 Penalty: 812.771240
	Iteration 30Q: 3 clusters Score -473021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -473022.906250 Penalty: 812.771240
	Iteration 31Q: 3 clusters Score -473022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -473023.031250 Penalty: 812.771240
	Iteration 32Q: 3 clusters Score -473023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -473024.343750 Penalty: 812.771240
	Iteration 33Q: 3 clusters Score -473024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -473024.718750 Penalty: 812.771240
	Iteration 34Q: 3 clusters Score -473024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -473024.593750 Penalty: 812.771240
	Iteration 35Q: 3 clusters Score -473024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -473024.593750 Penalty: 812.771240
	Iteration 36F: 3 clusters Score -473024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -333875.562500 Penalty: 388.815338
	Iteration 0F: 2 clusters Score -333875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -330309.750000 Penalty: 777.630676
	Iteration 0F: 3 clusters Score -330309.8 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -331735.750000 Penalty: 777.630676
	Iteration 1F: 3 clusters Score -331735.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -331978.250000 Penalty: 777.630676
	Iteration 2F: 3 clusters Score -331978.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -332301.218750 Penalty: 777.630676
	Iteration 3F: 3 clusters Score -332301.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -332673.156250 Penalty: 777.630676
	Iteration 4F: 3 clusters Score -332673.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -333008.562500 Penalty: 777.630676
	Iteration 5F: 3 clusters Score -333008.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -333206.343750 Penalty: 777.630676
	Iteration 6F: 3 clusters Score -333206.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -333299.093750 Penalty: 777.630676
	Iteration 7Q: 3 clusters Score -333299.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -333341.968750 Penalty: 777.630676
	Iteration 8Q: 3 clusters Score -333342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -333379.093750 Penalty: 777.630676
	Iteration 9Q: 3 clusters Score -333379.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -333402.531250 Penalty: 777.630676
	Iteration 10Q: 3 clusters Score -333402.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -333423.312500 Penalty: 777.630676
	Iteration 11Q: 3 clusters Score -333423.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -333442.343750 Penalty: 777.630676
	Iteration 12Q: 3 clusters Score -333442.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -333461.343750 Penalty: 777.630676
	Iteration 13Q: 3 clusters Score -333461.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -333481.187500 Penalty: 777.630676
	Iteration 14Q: 3 clusters Score -333481.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -333501.125000 Penalty: 777.630676
	Iteration 15Q: 3 clusters Score -333501.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -333513.125000 Penalty: 777.630676
	Iteration 16Q: 3 clusters Score -333513.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -333525.875000 Penalty: 777.630676
	Iteration 17Q: 3 clusters Score -333525.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -333534.437500 Penalty: 777.630676
	Iteration 18Q: 3 clusters Score -333534.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -333541.093750 Penalty: 777.630676
	Iteration 19Q: 3 clusters Score -333541.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -333547.281250 Penalty: 777.630676
	Iteration 20F: 3 clusters Score -333547.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -333552.156250 Penalty: 777.630676
	Iteration 21Q: 3 clusters Score -333552.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333557.875000 Penalty: 777.630676
	Iteration 22Q: 3 clusters Score -333557.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -333562.750000 Penalty: 777.630676
	Iteration 23Q: 3 clusters Score -333562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -333566.906250 Penalty: 777.630676
	Iteration 24Q: 3 clusters Score -333566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -333570.250000 Penalty: 777.630676
	Iteration 25Q: 3 clusters Score -333570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -333572.406250 Penalty: 777.630676
	Iteration 26Q: 3 clusters Score -333572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -333575.906250 Penalty: 777.630676
	Iteration 27Q: 3 clusters Score -333575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -333579.406250 Penalty: 777.630676
	Iteration 28Q: 3 clusters Score -333579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -333580.406250 Penalty: 777.630676
	Iteration 29Q: 3 clusters Score -333580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -333582.875000 Penalty: 777.630676
	Iteration 30Q: 3 clusters Score -333582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -333586.750000 Penalty: 777.630676
	Iteration 31Q: 3 clusters Score -333586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -333590.781250 Penalty: 777.630676
	Iteration 32Q: 3 clusters Score -333590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -333592.718750 Penalty: 777.630676
	Iteration 33Q: 3 clusters Score -333592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -333594.000000 Penalty: 777.630676
	Iteration 34Q: 3 clusters Score -333594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -333594.437500 Penalty: 777.630676
	Iteration 35Q: 3 clusters Score -333594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -333594.625000 Penalty: 777.630676
	Iteration 36Q: 3 clusters Score -333594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -333594.625000 Penalty: 777.630676
	Iteration 37F: 3 clusters Score -333594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -92346.132812 Penalty: 331.051849
	Iteration 0F: 2 clusters Score -92346.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -91260.328125 Penalty: 662.103699
	Iteration 0F: 3 clusters Score -91260.33 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91614.140625 Penalty: 662.103699
	Iteration 1F: 3 clusters Score -91614.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -91661.796875 Penalty: 662.103699
	Iteration 2F: 3 clusters Score -91661.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -91708.375000 Penalty: 662.103699
	Iteration 3Q: 3 clusters Score -91708.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -91749.890625 Penalty: 662.103699
	Iteration 4Q: 3 clusters Score -91749.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -91795.195312 Penalty: 662.103699
	Iteration 5Q: 3 clusters Score -91795.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -91842.093750 Penalty: 662.103699
	Iteration 6Q: 3 clusters Score -91842.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -91891.367188 Penalty: 662.103699
	Iteration 7Q: 3 clusters Score -91891.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -91928.382812 Penalty: 662.103699
	Iteration 8Q: 3 clusters Score -91928.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -91950.578125 Penalty: 662.103699
	Iteration 9Q: 3 clusters Score -91950.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -91965.984375 Penalty: 662.103699
	Iteration 10Q: 3 clusters Score -91965.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -91983.570312 Penalty: 662.103699
	Iteration 11Q: 3 clusters Score -91983.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -92002.890625 Penalty: 662.103699
	Iteration 12Q: 3 clusters Score -92002.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -92015.632812 Penalty: 662.103699
	Iteration 13Q: 3 clusters Score -92015.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -92027.820312 Penalty: 662.103699
	Iteration 14Q: 3 clusters Score -92027.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -92036.625000 Penalty: 662.103699
	Iteration 15Q: 3 clusters Score -92036.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -92041.203125 Penalty: 662.103699
	Iteration 16Q: 3 clusters Score -92041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -92046.117188 Penalty: 662.103699
	Iteration 17Q: 3 clusters Score -92046.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -92053.976562 Penalty: 662.103699
	Iteration 18Q: 3 clusters Score -92053.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -92059.601562 Penalty: 662.103699
	Iteration 19Q: 3 clusters Score -92059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -92061.914062 Penalty: 662.103699
	Iteration 20F: 3 clusters Score -92061.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -92065.484375 Penalty: 662.103699
	Iteration 21Q: 3 clusters Score -92065.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -92068.242188 Penalty: 662.103699
	Iteration 22Q: 3 clusters Score -92068.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -92068.734375 Penalty: 662.103699
	Iteration 23Q: 3 clusters Score -92068.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -92069.335938 Penalty: 662.103699
	Iteration 24Q: 3 clusters Score -92069.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -92069.335938 Penalty: 662.103699
	Iteration 25F: 3 clusters Score -92069.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Entering Unmasked Estep 
Score: -1325697.375000 Penalty: 451.335388
	Iteration 0F: 2 clusters Score -1325697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1311963.750000 Penalty: 902.670776
	Iteration 0F: 3 clusters Score -1311964 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1317798.625000 Penalty: 902.670776
	Iteration 1F: 3 clusters Score -1317799 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1318120.375000 Penalty: 902.670776
	Iteration 2Q: 3 clusters Score -1318120 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1318581.000000 Penalty: 902.670776
	Iteration 3Q: 3 clusters Score -1318581 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1319261.375000 Penalty: 902.670776
	Iteration 4F: 3 clusters Score -1319261 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1320218.500000 Penalty: 902.670776
	Iteration 5F: 3 clusters Score -1320218 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1321314.250000 Penalty: 902.670776
	Iteration 6F: 3 clusters Score -1321314 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1322007.875000 Penalty: 902.670776
	Iteration 7F: 3 clusters Score -1322008 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1322312.250000 Penalty: 902.670776
	Iteration 8Q: 3 clusters Score -1322312 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1322424.500000 Penalty: 902.670776
	Iteration 9Q: 3 clusters Score -1322424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1322485.250000 Penalty: 902.670776
	Iteration 10Q: 3 clusters Score -1322485 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1322534.750000 Penalty: 902.670776
	Iteration 11Q: 3 clusters Score -1322535 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1322583.125000 Penalty: 902.670776
	Iteration 12Q: 3 clusters Score -1322583 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1322639.500000 Penalty: 902.670776
	Iteration 13Q: 3 clusters Score -1322640 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1322682.125000 Penalty: 902.670776
	Iteration 14Q: 3 clusters Score -1322682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1322721.500000 Penalty: 902.670776
	Iteration 15Q: 3 clusters Score -1322722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1322767.625000 Penalty: 902.670776
	Iteration 16Q: 3 clusters Score -1322768 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1322807.625000 Penalty: 902.670776
	Iteration 17Q: 3 clusters Score -1322808 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1322831.375000 Penalty: 902.670776
	Iteration 18Q: 3 clusters Score -1322831 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1322854.750000 Penalty: 902.670776
	Iteration 19Q: 3 clusters Score -1322855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1322876.000000 Penalty: 902.670776
	Iteration 20F: 3 clusters Score -1322876 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1322898.750000 Penalty: 902.670776
	Iteration 21Q: 3 clusters Score -1322899 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1322927.125000 Penalty: 902.670776
	Iteration 22Q: 3 clusters Score -1322927 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1322947.125000 Penalty: 902.670776
	Iteration 23Q: 3 clusters Score -1322947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1322967.375000 Penalty: 902.670776
	Iteration 24Q: 3 clusters Score -1322967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1322980.375000 Penalty: 902.670776
	Iteration 25Q: 3 clusters Score -1322980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1322991.375000 Penalty: 902.670776
	Iteration 26Q: 3 clusters Score -1322991 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1323002.000000 Penalty: 902.670776
	Iteration 27Q: 3 clusters Score -1323002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1323015.000000 Penalty: 902.670776
	Iteration 28Q: 3 clusters Score -1323015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1323027.000000 Penalty: 902.670776
	Iteration 29Q: 3 clusters Score -1323027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1323033.750000 Penalty: 902.670776
	Iteration 30Q: 3 clusters Score -1323034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1323044.250000 Penalty: 902.670776
	Iteration 31Q: 3 clusters Score -1323044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1323052.750000 Penalty: 902.670776
	Iteration 32Q: 3 clusters Score -1323053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1323064.250000 Penalty: 902.670776
	Iteration 33Q: 3 clusters Score -1323064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1323073.000000 Penalty: 902.670776
	Iteration 34Q: 3 clusters Score -1323073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1323090.750000 Penalty: 902.670776
	Iteration 35Q: 3 clusters Score -1323091 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1323097.875000 Penalty: 902.670776
	Iteration 36Q: 3 clusters Score -1323098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1323111.125000 Penalty: 902.670776
	Iteration 37Q: 3 clusters Score -1323111 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1323126.875000 Penalty: 902.670776
	Iteration 38Q: 3 clusters Score -1323127 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1323148.125000 Penalty: 902.670776
	Iteration 39Q: 3 clusters Score -1323148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1323167.875000 Penalty: 902.670776
	Iteration 40F: 3 clusters Score -1323168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1323193.375000 Penalty: 902.670776
	Iteration 41Q: 3 clusters Score -1323193 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1323210.125000 Penalty: 902.670776
	Iteration 42Q: 3 clusters Score -1323210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1323219.000000 Penalty: 902.670776
	Iteration 43Q: 3 clusters Score -1323219 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1323229.375000 Penalty: 902.670776
	Iteration 44Q: 3 clusters Score -1323229 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1323236.750000 Penalty: 902.670776
	Iteration 45Q: 3 clusters Score -1323237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1323252.000000 Penalty: 902.670776
	Iteration 46Q: 3 clusters Score -1323252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1323261.875000 Penalty: 902.670776
	Iteration 47Q: 3 clusters Score -1323262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1323273.500000 Penalty: 902.670776
	Iteration 48Q: 3 clusters Score -1323274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1323287.875000 Penalty: 902.670776
	Iteration 49Q: 3 clusters Score -1323288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1323304.875000 Penalty: 902.670776
	Iteration 50Q: 3 clusters Score -1323305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1323319.500000 Penalty: 902.670776
	Iteration 51Q: 3 clusters Score -1323320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1323341.000000 Penalty: 902.670776
	Iteration 52Q: 3 clusters Score -1323341 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1323363.750000 Penalty: 902.670776
	Iteration 53Q: 3 clusters Score -1323364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1323390.500000 Penalty: 902.670776
	Iteration 54Q: 3 clusters Score -1323390 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1323423.125000 Penalty: 902.670776
	Iteration 55Q: 3 clusters Score -1323423 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1323467.250000 Penalty: 902.670776
	Iteration 56Q: 3 clusters Score -1323467 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1323527.375000 Penalty: 902.670776
	Iteration 57Q: 3 clusters Score -1323527 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1323579.500000 Penalty: 902.670776
	Iteration 58Q: 3 clusters Score -1323580 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1323639.750000 Penalty: 902.670776
	Iteration 59Q: 3 clusters Score -1323640 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1323717.875000 Penalty: 902.670776
	Iteration 60F: 3 clusters Score -1323718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1323793.000000 Penalty: 902.670776
	Iteration 61Q: 3 clusters Score -1323793 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1323867.500000 Penalty: 902.670776
	Iteration 62Q: 3 clusters Score -1323868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1323953.625000 Penalty: 902.670776
	Iteration 63Q: 3 clusters Score -1323954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1324038.125000 Penalty: 902.670776
	Iteration 64Q: 3 clusters Score -1324038 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1324108.000000 Penalty: 902.670776
	Iteration 65Q: 3 clusters Score -1324108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1324173.500000 Penalty: 902.670776
	Iteration 66Q: 3 clusters Score -1324174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1324237.625000 Penalty: 902.670776
	Iteration 67Q: 3 clusters Score -1324238 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1324301.875000 Penalty: 902.670776
	Iteration 68Q: 3 clusters Score -1324302 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1324369.625000 Penalty: 902.670776
	Iteration 69Q: 3 clusters Score -1324370 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1324431.125000 Penalty: 902.670776
	Iteration 70Q: 3 clusters Score -1324431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1324475.375000 Penalty: 902.670776
	Iteration 71Q: 3 clusters Score -1324475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1324513.500000 Penalty: 902.670776
	Iteration 72Q: 3 clusters Score -1324514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1324545.750000 Penalty: 902.670776
	Iteration 73Q: 3 clusters Score -1324546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1324576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1324604.000000 Penalty: 902.670776
	Iteration 75Q: 3 clusters Score -1324604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1324644.625000 Penalty: 902.670776
	Iteration 76Q: 3 clusters Score -1324645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1324681.750000 Penalty: 902.670776
	Iteration 77Q: 3 clusters Score -1324682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1324726.875000 Penalty: 902.670776
	Iteration 78Q: 3 clusters Score -1324727 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1324784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1324834.875000 Penalty: 902.670776
	Iteration 80F: 3 clusters Score -1324835 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1324867.750000 Penalty: 902.670776
	Iteration 81Q: 3 clusters Score -1324868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1324897.125000 Penalty: 902.670776
	Iteration 82Q: 3 clusters Score -1324897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1324915.000000 Penalty: 902.670776
	Iteration 83Q: 3 clusters Score -1324915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1324942.750000 Penalty: 902.670776
	Iteration 84Q: 3 clusters Score -1324943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1324962.875000 Penalty: 902.670776
	Iteration 85Q: 3 clusters Score -1324963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1324985.875000 Penalty: 902.670776
	Iteration 86Q: 3 clusters Score -1324986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1325009.125000 Penalty: 902.670776
	Iteration 87Q: 3 clusters Score -1325009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1325031.375000 Penalty: 902.670776
	Iteration 88Q: 3 clusters Score -1325031 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1325051.250000 Penalty: 902.670776
	Iteration 89Q: 3 clusters Score -1325051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1325068.625000 Penalty: 902.670776
	Iteration 90Q: 3 clusters Score -1325069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1325082.250000 Penalty: 902.670776
	Iteration 91Q: 3 clusters Score -1325082 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1325102.375000 Penalty: 902.670776
	Iteration 92Q: 3 clusters Score -1325102 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1325122.750000 Penalty: 902.670776
	Iteration 93Q: 3 clusters Score -1325123 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1325138.875000 Penalty: 902.670776
	Iteration 94Q: 3 clusters Score -1325139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1325147.125000 Penalty: 902.670776
	Iteration 95Q: 3 clusters Score -1325147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1325153.875000 Penalty: 902.670776
	Iteration 96Q: 3 clusters Score -1325154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1325160.125000 Penalty: 902.670776
	Iteration 97Q: 3 clusters Score -1325160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1325166.000000 Penalty: 902.670776
	Iteration 98Q: 3 clusters Score -1325166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1325175.750000 Penalty: 902.670776
	Iteration 99Q: 3 clusters Score -1325176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1325182.375000 Penalty: 902.670776
	Iteration 100F: 3 clusters Score -1325182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1325191.250000 Penalty: 902.670776
	Iteration 101Q: 3 clusters Score -1325191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1325205.500000 Penalty: 902.670776
	Iteration 102Q: 3 clusters Score -1325206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1325220.250000 Penalty: 902.670776
	Iteration 103Q: 3 clusters Score -1325220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1325231.250000 Penalty: 902.670776
	Iteration 104Q: 3 clusters Score -1325231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1325239.000000 Penalty: 902.670776
	Iteration 105Q: 3 clusters Score -1325239 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1325245.125000 Penalty: 902.670776
	Iteration 106Q: 3 clusters Score -1325245 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1325248.750000 Penalty: 902.670776
	Iteration 107Q: 3 clusters Score -1325249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1325252.000000 Penalty: 902.670776
	Iteration 108Q: 3 clusters Score -1325252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1325261.125000 Penalty: 902.670776
	Iteration 109Q: 3 clusters Score -1325261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1325266.750000 Penalty: 902.670776
	Iteration 110Q: 3 clusters Score -1325267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1325274.875000 Penalty: 902.670776
	Iteration 111Q: 3 clusters Score -1325275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1325279.125000 Penalty: 902.670776
	Iteration 112Q: 3 clusters Score -1325279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1325279.125000 Penalty: 902.670776
	Iteration 113Q: 3 clusters Score -1325279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1325286.125000 Penalty: 902.670776
	Iteration 114Q: 3 clusters Score -1325286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1325288.250000 Penalty: 902.670776
	Iteration 115Q: 3 clusters Score -1325288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1325291.875000 Penalty: 902.670776
	Iteration 116Q: 3 clusters Score -1325292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1325295.625000 Penalty: 902.670776
	Iteration 117Q: 3 clusters Score -1325296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1325300.125000 Penalty: 902.670776
	Iteration 118Q: 3 clusters Score -1325300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1325299.125000 Penalty: 902.670776
	Iteration 119Q: 3 clusters Score -1325299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1325301.500000 Penalty: 902.670776
	Iteration 120F: 3 clusters Score -1325302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1325305.750000 Penalty: 902.670776
	Iteration 121Q: 3 clusters Score -1325306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1325308.000000 Penalty: 902.670776
	Iteration 122Q: 3 clusters Score -1325308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1325312.625000 Penalty: 902.670776
	Iteration 123Q: 3 clusters Score -1325313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1325313.250000 Penalty: 902.670776
	Iteration 124Q: 3 clusters Score -1325313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1325320.750000 Penalty: 902.670776
	Iteration 125Q: 3 clusters Score -1325321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1325327.125000 Penalty: 902.670776
	Iteration 126Q: 3 clusters Score -1325327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1325333.875000 Penalty: 902.670776
	Iteration 127Q: 3 clusters Score -1325334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1325341.000000 Penalty: 902.670776
	Iteration 128Q: 3 clusters Score -1325341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1325343.625000 Penalty: 902.670776
	Iteration 129Q: 3 clusters Score -1325344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1325343.375000 Penalty: 902.670776
	Iteration 130Q: 3 clusters Score -1325343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1325343.375000 Penalty: 902.670776
	Iteration 131F: 3 clusters Score -1325343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -170027.500000 Penalty: 356.554810
	Iteration 0F: 2 clusters Score -170027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -168190.046875 Penalty: 713.109619
	Iteration 0F: 3 clusters Score -168190 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -168819.218750 Penalty: 713.109619
	Iteration 1F: 3 clusters Score -168819.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -168897.656250 Penalty: 713.109619
	Iteration 2F: 3 clusters Score -168897.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -168977.593750 Penalty: 713.109619
	Iteration 3F: 3 clusters Score -168977.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -169049.375000 Penalty: 713.109619
	Iteration 4Q: 3 clusters Score -169049.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -169125.328125 Penalty: 713.109619
	Iteration 5Q: 3 clusters Score -169125.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -169195.562500 Penalty: 713.109619
	Iteration 6Q: 3 clusters Score -169195.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -169275.781250 Penalty: 713.109619
	Iteration 7Q: 3 clusters Score -169275.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -169347.546875 Penalty: 713.109619
	Iteration 8Q: 3 clusters Score -169347.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -169427.250000 Penalty: 713.109619
	Iteration 9Q: 3 clusters Score -169427.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -169492.984375 Penalty: 713.109619
	Iteration 10Q: 3 clusters Score -169493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -169556.781250 Penalty: 713.109619
	Iteration 11Q: 3 clusters Score -169556.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -169591.515625 Penalty: 713.109619
	Iteration 12Q: 3 clusters Score -169591.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -169615.828125 Penalty: 713.109619
	Iteration 13Q: 3 clusters Score -169615.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -169640.156250 Penalty: 713.109619
	Iteration 14Q: 3 clusters Score -169640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -169652.406250 Penalty: 713.109619
	Iteration 15Q: 3 clusters Score -169652.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -169663.734375 Penalty: 713.109619
	Iteration 16Q: 3 clusters Score -169663.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -169669.906250 Penalty: 713.109619
	Iteration 17Q: 3 clusters Score -169669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -169679.593750 Penalty: 713.109619
	Iteration 18Q: 3 clusters Score -169679.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -169691.031250 Penalty: 713.109619
	Iteration 19Q: 3 clusters Score -169691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -169696.203125 Penalty: 713.109619
	Iteration 20F: 3 clusters Score -169696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -169698.796875 Penalty: 713.109619
	Iteration 21Q: 3 clusters Score -169698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -169700.796875 Penalty: 713.109619
	Iteration 22Q: 3 clusters Score -169700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -169701.734375 Penalty: 713.109619
	Iteration 23Q: 3 clusters Score -169701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -169701.734375 Penalty: 713.109619
	Iteration 24F: 3 clusters Score -169701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Entering Unmasked Estep 
Score: -5562094.500000 Penalty: 518.758667
	Iteration 0F: 2 clusters Score -5562094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -5510664.000000 Penalty: 1037.517334
	Iteration 0F: 3 clusters Score -5510664 nChanged 43852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5537540.500000 Penalty: 1037.517334
	Iteration 1F: 3 clusters Score -5537540 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5539509.000000 Penalty: 1037.517334
	Iteration 2Q: 3 clusters Score -5539509 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5542740.000000 Penalty: 1037.517334
	Iteration 3F: 3 clusters Score -5542740 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5547497.500000 Penalty: 1037.517334
	Iteration 4F: 3 clusters Score -5547498 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5552392.000000 Penalty: 1037.517334
	Iteration 5F: 3 clusters Score -5552392 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -5554570.000000 Penalty: 1037.517334
	Iteration 6F: 3 clusters Score -5554570 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5555137.000000 Penalty: 1037.517334
	Iteration 7Q: 3 clusters Score -5555137 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -5555258.500000 Penalty: 1037.517334
	Iteration 8Q: 3 clusters Score -5555258 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -5555295.000000 Penalty: 1037.517334
	Iteration 9Q: 3 clusters Score -5555295 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5555275.000000 Penalty: 1037.517334
	Iteration 10Q: 3 clusters Score -5555275 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5555303.000000 Penalty: 1037.517334
	Iteration 11Q: 3 clusters Score -5555303 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5555390.500000 Penalty: 1037.517334
	Iteration 12Q: 3 clusters Score -5555390 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5555424.000000 Penalty: 1037.517334
	Iteration 13Q: 3 clusters Score -5555424 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5555466.000000 Penalty: 1037.517334
	Iteration 14Q: 3 clusters Score -5555466 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -5555515.500000 Penalty: 1037.517334
	Iteration 15Q: 3 clusters Score -5555516 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5555618.000000 Penalty: 1037.517334
	Iteration 16Q: 3 clusters Score -5555618 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -5555736.500000 Penalty: 1037.517334
	Iteration 17Q: 3 clusters Score -5555736 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5555902.000000 Penalty: 1037.517334
	Iteration 18Q: 3 clusters Score -5555902 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -5556053.500000 Penalty: 1037.517334
	Iteration 19Q: 3 clusters Score -5556054 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -5556253.500000 Penalty: 1037.517334
	Iteration 20F: 3 clusters Score -5556254 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -5556415.000000 Penalty: 1037.517334
	Iteration 21Q: 3 clusters Score -5556415 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -5556658.500000 Penalty: 1037.517334
	Iteration 22Q: 3 clusters Score -5556658 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -5556955.000000 Penalty: 1037.517334
	Iteration 23Q: 3 clusters Score -5556955 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -5557139.000000 Penalty: 1037.517334
	Iteration 24Q: 3 clusters Score -5557139 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -5557352.000000 Penalty: 1037.517334
	Iteration 25Q: 3 clusters Score -5557352 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -5557579.000000 Penalty: 1037.517334
	Iteration 26Q: 3 clusters Score -5557579 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -5557821.500000 Penalty: 1037.517334
	Iteration 27Q: 3 clusters Score -5557822 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -5558053.500000 Penalty: 1037.517334
	Iteration 28Q: 3 clusters Score -5558054 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -5558341.000000 Penalty: 1037.517334
	Iteration 29Q: 3 clusters Score -5558341 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -5558658.500000 Penalty: 1037.517334
	Iteration 30Q: 3 clusters Score -5558658 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -5558971.500000 Penalty: 1037.517334
	Iteration 31Q: 3 clusters Score -5558972 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -5559341.500000 Penalty: 1037.517334
	Iteration 32Q: 3 clusters Score -5559342 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -5559641.500000 Penalty: 1037.517334
	Iteration 33Q: 3 clusters Score -5559642 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -5560009.000000 Penalty: 1037.517334
	Iteration 34Q: 3 clusters Score -5560009 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -5560312.000000 Penalty: 1037.517334
	Iteration 35Q: 3 clusters Score -5560312 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -5560629.000000 Penalty: 1037.517334
	Iteration 36Q: 3 clusters Score -5560629 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -5560963.500000 Penalty: 1037.517334
	Iteration 37Q: 3 clusters Score -5560964 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -5561235.000000 Penalty: 1037.517334
	Iteration 38Q: 3 clusters Score -5561235 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -5561515.000000 Penalty: 1037.517334
	Iteration 39Q: 3 clusters Score -5561515 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -5561794.500000 Penalty: 1037.517334
	Iteration 40F: 3 clusters Score -5561794 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -5562113.000000 Penalty: 1037.517334
	Iteration 41Q: 3 clusters Score -5562113 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -5562402.000000 Penalty: 1037.517334
	Iteration 42Q: 3 clusters Score -5562402 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -5562677.000000 Penalty: 1037.517334
	Iteration 43Q: 3 clusters Score -5562677 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -5562965.500000 Penalty: 1037.517334
	Iteration 44Q: 3 clusters Score -5562966 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -5563253.000000 Penalty: 1037.517334
	Iteration 45Q: 3 clusters Score -5563253 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -5563496.500000 Penalty: 1037.517334
	Iteration 46Q: 3 clusters Score -5563496 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -5563703.500000 Penalty: 1037.517334
	Iteration 47Q: 3 clusters Score -5563704 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -5563920.500000 Penalty: 1037.517334
	Iteration 48Q: 3 clusters Score -5563920 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -5564157.000000 Penalty: 1037.517334
	Iteration 49Q: 3 clusters Score -5564157 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -5564412.000000 Penalty: 1037.517334
	Iteration 50Q: 3 clusters Score -5564412 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -5564668.500000 Penalty: 1037.517334
	Iteration 51Q: 3 clusters Score -5564668 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -5564953.000000 Penalty: 1037.517334
	Iteration 52Q: 3 clusters Score -5564953 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -5565230.000000 Penalty: 1037.517334
	Iteration 53Q: 3 clusters Score -5565230 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -5565561.000000 Penalty: 1037.517334
	Iteration 54Q: 3 clusters Score -5565561 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -5565969.000000 Penalty: 1037.517334
	Iteration 55Q: 3 clusters Score -5565969 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -5566315.500000 Penalty: 1037.517334
	Iteration 56Q: 3 clusters Score -5566316 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -5566541.000000 Penalty: 1037.517334
	Iteration 57Q: 3 clusters Score -5566541 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -5566704.000000 Penalty: 1037.517334
	Iteration 58Q: 3 clusters Score -5566704 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -5566651.500000 Penalty: 1037.517334
	Iteration 59Q: 3 clusters Score -5566652 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -5566423.500000 Penalty: 1037.517334
	Iteration 60F: 3 clusters Score -5566424 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -5566145.000000 Penalty: 1037.517334
	Iteration 61Q: 3 clusters Score -5566145 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -5565637.000000 Penalty: 1037.517334
	Iteration 62Q: 3 clusters Score -5565637 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -5565221.500000 Penalty: 1037.517334
	Iteration 63Q: 3 clusters Score -5565222 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -5564661.000000 Penalty: 1037.517334
	Iteration 64Q: 3 clusters Score -5564661 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -5564352.500000 Penalty: 1037.517334
	Iteration 65Q: 3 clusters Score -5564352 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -5564032.500000 Penalty: 1037.517334
	Iteration 66Q: 3 clusters Score -5564032 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -5563741.000000 Penalty: 1037.517334
	Iteration 67Q: 3 clusters Score -5563741 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -5563521.000000 Penalty: 1037.517334
	Iteration 68Q: 3 clusters Score -5563521 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -5563511.500000 Penalty: 1037.517334
	Iteration 69Q: 3 clusters Score -5563512 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -5563368.500000 Penalty: 1037.517334
	Iteration 70Q: 3 clusters Score -5563368 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -5563174.000000 Penalty: 1037.517334
	Iteration 71Q: 3 clusters Score -5563174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -5563008.000000 Penalty: 1037.517334
	Iteration 72Q: 3 clusters Score -5563008 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -5562914.000000 Penalty: 1037.517334
	Iteration 73Q: 3 clusters Score -5562914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -5562777.000000 Penalty: 1037.517334
	Iteration 74Q: 3 clusters Score -5562777 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -5562670.000000 Penalty: 1037.517334
	Iteration 75Q: 3 clusters Score -5562670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -5562596.000000 Penalty: 1037.517334
	Iteration 76Q: 3 clusters Score -5562596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -5562509.500000 Penalty: 1037.517334
	Iteration 77Q: 3 clusters Score -5562510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -5562440.500000 Penalty: 1037.517334
	Iteration 78Q: 3 clusters Score -5562440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -5562380.500000 Penalty: 1037.517334
	Iteration 79Q: 3 clusters Score -5562380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -5562350.500000 Penalty: 1037.517334
	Iteration 80F: 3 clusters Score -5562350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -5562335.000000 Penalty: 1037.517334
	Iteration 81Q: 3 clusters Score -5562335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -5562263.500000 Penalty: 1037.517334
	Iteration 82Q: 3 clusters Score -5562264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -5562238.000000 Penalty: 1037.517334
	Iteration 83Q: 3 clusters Score -5562238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -5562201.500000 Penalty: 1037.517334
	Iteration 84Q: 3 clusters Score -5562202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -5562184.500000 Penalty: 1037.517334
	Iteration 85Q: 3 clusters Score -5562184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -5562175.500000 Penalty: 1037.517334
	Iteration 86Q: 3 clusters Score -5562176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -5562165.000000 Penalty: 1037.517334
	Iteration 87Q: 3 clusters Score -5562165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -5562150.000000 Penalty: 1037.517334
	Iteration 88Q: 3 clusters Score -5562150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -5562131.000000 Penalty: 1037.517334
	Iteration 89Q: 3 clusters Score -5562131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -5562128.500000 Penalty: 1037.517334
	Iteration 90Q: 3 clusters Score -5562128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -5562122.000000 Penalty: 1037.517334
	Iteration 91Q: 3 clusters Score -5562122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -5562100.000000 Penalty: 1037.517334
	Iteration 92Q: 3 clusters Score -5562100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -5562086.000000 Penalty: 1037.517334
	Iteration 93Q: 3 clusters Score -5562086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -5562097.500000 Penalty: 1037.517334
	Iteration 94Q: 3 clusters Score -5562098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -5562080.500000 Penalty: 1037.517334
	Iteration 95Q: 3 clusters Score -5562080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -5562082.000000 Penalty: 1037.517334
	Iteration 96Q: 3 clusters Score -5562082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -5562077.500000 Penalty: 1037.517334
	Iteration 97Q: 3 clusters Score -5562078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -5562073.000000 Penalty: 1037.517334
	Iteration 98Q: 3 clusters Score -5562073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -5562071.500000 Penalty: 1037.517334
	Iteration 99Q: 3 clusters Score -5562072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -5562071.500000 Penalty: 1037.517334
	Iteration 100F: 3 clusters Score -5562072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -5562064.500000 Penalty: 1037.517334
	Iteration 101Q: 3 clusters Score -5562064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -5562062.500000 Penalty: 1037.517334
	Iteration 102Q: 3 clusters Score -5562062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -5562062.500000 Penalty: 1037.517334
	Iteration 103F: 3 clusters Score -5562062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -44176.042969 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -44176.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43580.902344 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -43580.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43742.152344 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -43742.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43771.523438 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -43771.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43789.214844 Penalty: 589.544373
	Iteration 3Q: 3 clusters Score -43789.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -43800.390625 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -43800.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43813.179688 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -43813.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43822.785156 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -43822.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43829.937500 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -43829.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43836.218750 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -43836.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -43846.707031 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -43846.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -43860.562500 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -43860.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43873.839844 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -43873.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43889.812500 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -43889.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -43895.632812 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -43895.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -43902.246094 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -43902.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -43912.453125 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -43912.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -43915.804688 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -43915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -43915.804688 Penalty: 589.544373
	Iteration 17F: 3 clusters Score -43915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -84084.148438 Penalty: 325.428223
	Iteration 0F: 2 clusters Score -84084.15 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 616 members 
Entering Unmasked Estep 
Score: -83082.585938 Penalty: 650.856445
	Iteration 0F: 3 clusters Score -83082.59 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83373.710938 Penalty: 650.856445
	Iteration 1F: 3 clusters Score -83373.71 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83431.289062 Penalty: 650.856445
	Iteration 2F: 3 clusters Score -83431.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83474.140625 Penalty: 650.856445
	Iteration 3F: 3 clusters Score -83474.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83503.226562 Penalty: 650.856445
	Iteration 4Q: 3 clusters Score -83503.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83529.789062 Penalty: 650.856445
	Iteration 5Q: 3 clusters Score -83529.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83554.695312 Penalty: 650.856445
	Iteration 6Q: 3 clusters Score -83554.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83593.914062 Penalty: 650.856445
	Iteration 7Q: 3 clusters Score -83593.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83629.937500 Penalty: 650.856445
	Iteration 8Q: 3 clusters Score -83629.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -83656.945312 Penalty: 650.856445
	Iteration 9Q: 3 clusters Score -83656.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -83679.164062 Penalty: 650.856445
	Iteration 10Q: 3 clusters Score -83679.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -83705.375000 Penalty: 650.856445
	Iteration 11Q: 3 clusters Score -83705.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -83736.367188 Penalty: 650.856445
	Iteration 12Q: 3 clusters Score -83736.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -83752.726562 Penalty: 650.856445
	Iteration 13Q: 3 clusters Score -83752.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -83760.765625 Penalty: 650.856445
	Iteration 14Q: 3 clusters Score -83760.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -83772.312500 Penalty: 650.856445
	Iteration 15Q: 3 clusters Score -83772.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -83777.812500 Penalty: 650.856445
	Iteration 16Q: 3 clusters Score -83777.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -83781.109375 Penalty: 650.856445
	Iteration 17Q: 3 clusters Score -83781.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -83781.320312 Penalty: 650.856445
	Iteration 18Q: 3 clusters Score -83781.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -83781.320312 Penalty: 650.856445
	Iteration 19F: 3 clusters Score -83781.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (75951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Entering Unmasked Estep 
Score: -4870580.500000 Penalty: 511.321869
	Iteration 0F: 2 clusters Score -4870580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4821782.000000 Penalty: 1022.643738
	Iteration 0F: 3 clusters Score -4821782 nChanged 36974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4845591.000000 Penalty: 1022.643738
	Iteration 1F: 3 clusters Score -4845591 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4847911.500000 Penalty: 1022.643738
	Iteration 2F: 3 clusters Score -4847912 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4851893.000000 Penalty: 1022.643738
	Iteration 3F: 3 clusters Score -4851893 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4858128.500000 Penalty: 1022.643738
	Iteration 4F: 3 clusters Score -4858128 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4865032.000000 Penalty: 1022.643738
	Iteration 5F: 3 clusters Score -4865032 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4869438.000000 Penalty: 1022.643738
	Iteration 6F: 3 clusters Score -4869438 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4870105.000000 Penalty: 1022.643738
	Iteration 7Q: 3 clusters Score -4870105 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4870162.500000 Penalty: 1022.643738
	Iteration 8Q: 3 clusters Score -4870162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4870161.000000 Penalty: 1022.643738
	Iteration 9Q: 3 clusters Score -4870161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4870185.000000 Penalty: 1022.643738
	Iteration 10Q: 3 clusters Score -4870185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4870207.000000 Penalty: 1022.643738
	Iteration 11Q: 3 clusters Score -4870207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4870213.500000 Penalty: 1022.643738
	Iteration 12Q: 3 clusters Score -4870214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4870229.500000 Penalty: 1022.643738
	Iteration 13Q: 3 clusters Score -4870230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4870233.500000 Penalty: 1022.643738
	Iteration 14Q: 3 clusters Score -4870234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4870234.000000 Penalty: 1022.643738
	Iteration 15Q: 3 clusters Score -4870234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4870235.500000 Penalty: 1022.643738
	Iteration 16Q: 3 clusters Score -4870236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4870239.500000 Penalty: 1022.643738
	Iteration 17Q: 3 clusters Score -4870240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4870241.000000 Penalty: 1022.643738
	Iteration 18Q: 3 clusters Score -4870241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4870241.000000 Penalty: 1022.643738
	Iteration 19F: 3 clusters Score -4870241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 45160 members 
Mstep: Class 7 contains 37326 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 85073 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 78396 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 60026 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 25595 members 
Mstep: Class 20 contains 57400 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 29477 members 
Mstep: Class 23 contains 5142 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 7567 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20322 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 89437 members 
Mstep: Class 31 contains 651 members 
Mstep: Class 32 contains 1277 members 
Mstep: Class 33 contains 75951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228904.000000 Penalty: 20813.578125
Iteration 199Q: 35 clusters Score -4.22289e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 45146 members 
Mstep: Class 7 contains 37325 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 13440 members 
Mstep: Class 11 contains 85093 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 78410 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59962 members 
Mstep: Class 17 contains 15351 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 25583 members 
Mstep: Class 20 contains 57423 members 
Mstep: Class 21 contains 12340 members 
Mstep: Class 22 contains 29481 members 
Mstep: Class 23 contains 5115 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 7509 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 20326 members 
Mstep: Class 29 contains 2649 members 
Mstep: Class 30 contains 89383 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 75941 members 
Mstep: Class 34 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229152.000000 Penalty: 20813.578125
Iteration 200F: 35 clusters Score -4.222915e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 45141 members 
Mstep: Class 7 contains 37329 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 85079 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 78390 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59903 members 
Mstep: Class 17 contains 15380 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 25589 members 
Mstep: Class 20 contains 57478 members 
Mstep: Class 21 contains 12348 members 
Mstep: Class 22 contains 29481 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 7448 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 1433 members 
Mstep: Class 28 contains 20334 members 
Mstep: Class 29 contains 2770 members 
Mstep: Class 30 contains 89327 members 
Mstep: Class 31 contains 626 members 
Mstep: Class 32 contains 1338 members 
Mstep: Class 33 contains 75938 members 
Mstep: Class 34 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229368.000000 Penalty: 20813.578125
Iteration 201Q: 35 clusters Score -4.222937e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 45138 members 
Mstep: Class 7 contains 37327 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 11 contains 85085 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5402 members 
Mstep: Class 14 contains 78359 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59836 members 
Mstep: Class 17 contains 15399 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 25594 members 
Mstep: Class 20 contains 57527 members 
Mstep: Class 21 contains 12360 members 
Mstep: Class 22 contains 29478 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 2568 members 
Mstep: Class 25 contains 7377 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1431 members 
Mstep: Class 28 contains 20333 members 
Mstep: Class 29 contains 2886 members 
Mstep: Class 30 contains 89317 members 
Mstep: Class 31 contains 611 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 75959 members 
Mstep: Class 34 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229304.000000 Penalty: 20813.578125
Iteration 202Q: 35 clusters Score -4.22293e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 45132 members 
Mstep: Class 7 contains 37337 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 13341 members 
Mstep: Class 11 contains 85133 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 14 contains 78304 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59768 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 25603 members 
Mstep: Class 20 contains 57581 members 
Mstep: Class 21 contains 12366 members 
Mstep: Class 22 contains 29476 members 
Mstep: Class 23 contains 5022 members 
Mstep: Class 24 contains 2565 members 
Mstep: Class 25 contains 7310 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 1428 members 
Mstep: Class 28 contains 20330 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 89322 members 
Mstep: Class 31 contains 601 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 75940 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229492.000000 Penalty: 20813.578125
Iteration 203Q: 35 clusters Score -4.222949e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 45122 members 
Mstep: Class 7 contains 37318 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 13303 members 
Mstep: Class 11 contains 85138 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5426 members 
Mstep: Class 14 contains 78242 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59734 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 1618 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 57633 members 
Mstep: Class 21 contains 12368 members 
Mstep: Class 22 contains 29472 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 2561 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 1427 members 
Mstep: Class 28 contains 20324 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 89305 members 
Mstep: Class 31 contains 593 members 
Mstep: Class 32 contains 1369 members 
Mstep: Class 33 contains 75970 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229564.000000 Penalty: 20813.578125
Iteration 204Q: 35 clusters Score -4.222956e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 45103 members 
Mstep: Class 7 contains 37263 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 85121 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5434 members 
Mstep: Class 14 contains 78214 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59713 members 
Mstep: Class 17 contains 15440 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 25613 members 
Mstep: Class 20 contains 57670 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 29470 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 20308 members 
Mstep: Class 29 contains 3276 members 
Mstep: Class 30 contains 89317 members 
Mstep: Class 31 contains 583 members 
Mstep: Class 32 contains 1373 members 
Mstep: Class 33 contains 75995 members 
Mstep: Class 34 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229676.000000 Penalty: 20813.578125
Iteration 205Q: 35 clusters Score -4.222968e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 1640 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 45084 members 
Mstep: Class 7 contains 37240 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 13231 members 
Mstep: Class 11 contains 85137 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5441 members 
Mstep: Class 14 contains 78204 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59660 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 25609 members 
Mstep: Class 20 contains 57705 members 
Mstep: Class 21 contains 12402 members 
Mstep: Class 22 contains 29467 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 2553 members 
Mstep: Class 25 contains 7156 members 
Mstep: Class 26 contains 5163 members 
Mstep: Class 27 contains 1425 members 
Mstep: Class 28 contains 20294 members 
Mstep: Class 29 contains 3422 members 
Mstep: Class 30 contains 89327 members 
Mstep: Class 31 contains 573 members 
Mstep: Class 32 contains 1377 members 
Mstep: Class 33 contains 75970 members 
Mstep: Class 34 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229488.000000 Penalty: 20813.578125
Iteration 206Q: 35 clusters Score -4.222949e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 45068 members 
Mstep: Class 7 contains 37208 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 11 contains 85137 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 78195 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59618 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 25619 members 
Mstep: Class 20 contains 57739 members 
Mstep: Class 21 contains 12416 members 
Mstep: Class 22 contains 29467 members 
Mstep: Class 23 contains 4902 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 7106 members 
Mstep: Class 26 contains 5163 members 
Mstep: Class 27 contains 1423 members 
Mstep: Class 28 contains 20278 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 89342 members 
Mstep: Class 31 contains 569 members 
Mstep: Class 32 contains 1378 members 
Mstep: Class 33 contains 75959 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229388.000000 Penalty: 20813.578125
Iteration 207Q: 35 clusters Score -4.222939e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 37165 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 13175 members 
Mstep: Class 11 contains 85132 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 78201 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59555 members 
Mstep: Class 17 contains 15485 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 25618 members 
Mstep: Class 20 contains 57775 members 
Mstep: Class 21 contains 12435 members 
Mstep: Class 22 contains 29469 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 5163 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 20254 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 89347 members 
Mstep: Class 31 contains 563 members 
Mstep: Class 32 contains 1380 members 
Mstep: Class 33 contains 75962 members 
Mstep: Class 34 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229488.000000 Penalty: 20813.578125
Iteration 208Q: 35 clusters Score -4.222949e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 45052 members 
Mstep: Class 7 contains 37117 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 13162 members 
Mstep: Class 11 contains 85139 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 78173 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59502 members 
Mstep: Class 17 contains 15493 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 25625 members 
Mstep: Class 20 contains 57790 members 
Mstep: Class 21 contains 12446 members 
Mstep: Class 22 contains 29468 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 7003 members 
Mstep: Class 26 contains 5163 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 20216 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 89335 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 76022 members 
Mstep: Class 34 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229612.000000 Penalty: 20813.578125
Iteration 209Q: 35 clusters Score -4.222961e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 45046 members 
Mstep: Class 7 contains 37072 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 13143 members 
Mstep: Class 11 contains 85167 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 78133 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59444 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 25629 members 
Mstep: Class 20 contains 57801 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 29466 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 20188 members 
Mstep: Class 29 contains 3942 members 
Mstep: Class 30 contains 89337 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 1384 members 
Mstep: Class 33 contains 76076 members 
Mstep: Class 34 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229572.000000 Penalty: 20813.578125
Iteration 210Q: 35 clusters Score -4.222957e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 45048 members 
Mstep: Class 7 contains 37016 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 13122 members 
Mstep: Class 11 contains 85216 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 78105 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59367 members 
Mstep: Class 17 contains 15518 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 57810 members 
Mstep: Class 21 contains 12458 members 
Mstep: Class 22 contains 29473 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 2535 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 20159 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 89332 members 
Mstep: Class 31 contains 561 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 76105 members 
Mstep: Class 34 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229648.000000 Penalty: 20813.578125
Iteration 211Q: 35 clusters Score -4.222965e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 45042 members 
Mstep: Class 7 contains 36990 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 85286 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 78093 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59304 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 25593 members 
Mstep: Class 20 contains 57822 members 
Mstep: Class 21 contains 12466 members 
Mstep: Class 22 contains 29478 members 
Mstep: Class 23 contains 4834 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 20089 members 
Mstep: Class 29 contains 4260 members 
Mstep: Class 30 contains 89329 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 76097 members 
Mstep: Class 34 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229672.000000 Penalty: 20813.578125
Iteration 212Q: 35 clusters Score -4.222967e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 45048 members 
Mstep: Class 7 contains 36978 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 13086 members 
Mstep: Class 11 contains 85346 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 78047 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59265 members 
Mstep: Class 17 contains 15526 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 20 contains 57833 members 
Mstep: Class 21 contains 12470 members 
Mstep: Class 22 contains 29476 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 6816 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 20036 members 
Mstep: Class 29 contains 4448 members 
Mstep: Class 30 contains 89344 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 1386 members 
Mstep: Class 33 contains 76085 members 
Mstep: Class 34 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229720.000000 Penalty: 20813.578125
Iteration 213Q: 35 clusters Score -4.222972e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 45051 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 10 contains 13063 members 
Mstep: Class 11 contains 85364 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 78013 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59220 members 
Mstep: Class 17 contains 15530 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 25539 members 
Mstep: Class 20 contains 57839 members 
Mstep: Class 21 contains 12481 members 
Mstep: Class 22 contains 29477 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 1414 members 
Mstep: Class 28 contains 19984 members 
Mstep: Class 29 contains 4627 members 
Mstep: Class 30 contains 89355 members 
Mstep: Class 31 contains 550 members 
Mstep: Class 32 contains 1389 members 
Mstep: Class 33 contains 76041 members 
Mstep: Class 34 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229952.000000 Penalty: 20813.578125
Iteration 214Q: 35 clusters Score -4.222995e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3934 members 
Mstep: Class 6 contains 45041 members 
Mstep: Class 7 contains 37095 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 13038 members 
Mstep: Class 11 contains 85349 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5464 members 
Mstep: Class 14 contains 77979 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59195 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 25520 members 
Mstep: Class 20 contains 57851 members 
Mstep: Class 21 contains 12499 members 
Mstep: Class 22 contains 29479 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 19924 members 
Mstep: Class 29 contains 4784 members 
Mstep: Class 30 contains 89350 members 
Mstep: Class 31 contains 547 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 76036 members 
Mstep: Class 34 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230124.000000 Penalty: 20813.578125
Iteration 215Q: 35 clusters Score -4.223012e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 45027 members 
Mstep: Class 7 contains 37175 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 13008 members 
Mstep: Class 11 contains 85360 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5452 members 
Mstep: Class 14 contains 77955 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59187 members 
Mstep: Class 17 contains 15543 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 25484 members 
Mstep: Class 20 contains 57867 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 29476 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 6612 members 
Mstep: Class 26 contains 5148 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 19863 members 
Mstep: Class 29 contains 4944 members 
Mstep: Class 30 contains 89330 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 1392 members 
Mstep: Class 33 contains 76014 members 
Mstep: Class 34 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230172.000000 Penalty: 20813.578125
Iteration 216Q: 35 clusters Score -4.223017e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 45008 members 
Mstep: Class 7 contains 37233 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3261 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 85304 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 77934 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59184 members 
Mstep: Class 17 contains 15551 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 25456 members 
Mstep: Class 20 contains 57877 members 
Mstep: Class 21 contains 12518 members 
Mstep: Class 22 contains 29471 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 6551 members 
Mstep: Class 26 contains 5145 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 19818 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 89318 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 1394 members 
Mstep: Class 33 contains 76021 members 
Mstep: Class 34 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230384.000000 Penalty: 20813.578125
Iteration 217Q: 35 clusters Score -4.223038e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 44989 members 
Mstep: Class 7 contains 37310 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 10 contains 12954 members 
Mstep: Class 11 contains 85229 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 77915 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59165 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 19 contains 25415 members 
Mstep: Class 20 contains 57878 members 
Mstep: Class 21 contains 12533 members 
Mstep: Class 22 contains 29469 members 
Mstep: Class 23 contains 4805 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 6475 members 
Mstep: Class 26 contains 5149 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 19774 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 89314 members 
Mstep: Class 31 contains 534 members 
Mstep: Class 32 contains 1394 members 
Mstep: Class 33 contains 76060 members 
Mstep: Class 34 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230332.000000 Penalty: 20813.578125
Iteration 218Q: 35 clusters Score -4.223033e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 44972 members 
Mstep: Class 7 contains 37397 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3247 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 85166 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 77883 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59161 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 25362 members 
Mstep: Class 20 contains 57886 members 
Mstep: Class 21 contains 12538 members 
Mstep: Class 22 contains 29458 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 6422 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 19712 members 
Mstep: Class 29 contains 5486 members 
Mstep: Class 30 contains 89305 members 
Mstep: Class 31 contains 530 members 
Mstep: Class 32 contains 1395 members 
Mstep: Class 33 contains 76122 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230620.000000 Penalty: 20813.578125
Iteration 219Q: 35 clusters Score -4.223062e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 44940 members 
Mstep: Class 7 contains 37503 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 85131 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 77836 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59168 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 25310 members 
Mstep: Class 20 contains 57896 members 
Mstep: Class 21 contains 12534 members 
Mstep: Class 22 contains 29451 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 2508 members 
Mstep: Class 25 contains 6391 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 19658 members 
Mstep: Class 29 contains 5661 members 
Mstep: Class 30 contains 89280 members 
Mstep: Class 31 contains 526 members 
Mstep: Class 32 contains 1397 members 
Mstep: Class 33 contains 76132 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230928.000000 Penalty: 20813.578125
Iteration 220F: 35 clusters Score -4.223093e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 44909 members 
Mstep: Class 7 contains 37600 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 85049 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5426 members 
Mstep: Class 14 contains 77764 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59195 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 25266 members 
Mstep: Class 20 contains 57911 members 
Mstep: Class 21 contains 12527 members 
Mstep: Class 22 contains 29444 members 
Mstep: Class 23 contains 4780 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 6367 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 19609 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 89257 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 76100 members 
Mstep: Class 34 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231172.000000 Penalty: 20813.578125
Iteration 221Q: 35 clusters Score -4.223117e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 44881 members 
Mstep: Class 7 contains 37705 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 11 contains 84905 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 77689 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59228 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 25204 members 
Mstep: Class 20 contains 57931 members 
Mstep: Class 21 contains 12527 members 
Mstep: Class 22 contains 29431 members 
Mstep: Class 23 contains 4764 members 
Mstep: Class 24 contains 2502 members 
Mstep: Class 25 contains 6339 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 19557 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 89249 members 
Mstep: Class 31 contains 515 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 76145 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231360.000000 Penalty: 20813.578125
Iteration 222Q: 35 clusters Score -4.223136e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 44855 members 
Mstep: Class 7 contains 37810 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 84785 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 77642 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59241 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 25110 members 
Mstep: Class 20 contains 57952 members 
Mstep: Class 21 contains 12529 members 
Mstep: Class 22 contains 29415 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 2501 members 
Mstep: Class 25 contains 6307 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 19515 members 
Mstep: Class 29 contains 6379 members 
Mstep: Class 30 contains 89240 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 76162 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231552.000000 Penalty: 20813.578125
Iteration 223Q: 35 clusters Score -4.223155e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 44801 members 
Mstep: Class 7 contains 37937 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 84635 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 77662 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59266 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 25021 members 
Mstep: Class 20 contains 57966 members 
Mstep: Class 21 contains 12527 members 
Mstep: Class 22 contains 29403 members 
Mstep: Class 23 contains 4740 members 
Mstep: Class 24 contains 2501 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 19473 members 
Mstep: Class 29 contains 6620 members 
Mstep: Class 30 contains 89227 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 76149 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231744.000000 Penalty: 20813.578125
Iteration 224Q: 35 clusters Score -4.223174e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 44746 members 
Mstep: Class 7 contains 38073 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 12815 members 
Mstep: Class 11 contains 84486 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 77658 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59310 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 24925 members 
Mstep: Class 20 contains 57991 members 
Mstep: Class 21 contains 12520 members 
Mstep: Class 22 contains 29389 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 19435 members 
Mstep: Class 29 contains 6889 members 
Mstep: Class 30 contains 89201 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 76138 members 
Mstep: Class 34 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231988.000000 Penalty: 20813.578125
Iteration 225Q: 35 clusters Score -4.223199e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 44671 members 
Mstep: Class 7 contains 38221 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 12815 members 
Mstep: Class 11 contains 84318 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 77716 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59335 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 58017 members 
Mstep: Class 21 contains 12512 members 
Mstep: Class 22 contains 29383 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 2493 members 
Mstep: Class 25 contains 6219 members 
Mstep: Class 26 contains 5170 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 19380 members 
Mstep: Class 29 contains 7136 members 
Mstep: Class 30 contains 89169 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 76140 members 
Mstep: Class 34 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 31. Lose 602.052490 but Gain 612.164062
Score: -42232448.000000 Penalty: 20201.414062
Iteration 226Q: 34 clusters Score -4.223245e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 44601 members 
Mstep: Class 7 contains 38417 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 12815 members 
Mstep: Class 11 contains 84151 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 78172 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59417 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 24731 members 
Mstep: Class 20 contains 58041 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 29371 members 
Mstep: Class 23 contains 4666 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 6195 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 19320 members 
Mstep: Class 29 contains 7417 members 
Mstep: Class 30 contains 89119 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 76090 members 
Mstep: Class 34 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233040.000000 Penalty: 20201.414062
Iteration 227Q: 34 clusters Score -4.223304e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 44512 members 
Mstep: Class 7 contains 38611 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 83982 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5294 members 
Mstep: Class 14 contains 78289 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59272 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 24623 members 
Mstep: Class 20 contains 58062 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 29355 members 
Mstep: Class 23 contains 4648 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 6175 members 
Mstep: Class 26 contains 5166 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 19250 members 
Mstep: Class 29 contains 7712 members 
Mstep: Class 30 contains 89054 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 76156 members 
Mstep: Class 34 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233260.000000 Penalty: 20201.414062
Iteration 228Q: 34 clusters Score -4.223326e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 44433 members 
Mstep: Class 7 contains 38897 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 12814 members 
Mstep: Class 11 contains 83917 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 78403 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59168 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 24489 members 
Mstep: Class 20 contains 58081 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 29348 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 6156 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 19152 members 
Mstep: Class 29 contains 7990 members 
Mstep: Class 30 contains 89014 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 76031 members 
Mstep: Class 34 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233696.000000 Penalty: 20201.414062
Iteration 229Q: 34 clusters Score -4.22337e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 44364 members 
Mstep: Class 7 contains 39156 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 12802 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 78458 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59092 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 24355 members 
Mstep: Class 20 contains 58084 members 
Mstep: Class 21 contains 12509 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 6142 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 19030 members 
Mstep: Class 29 contains 8316 members 
Mstep: Class 30 contains 88994 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75904 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234036.000000 Penalty: 20201.414062
Iteration 230Q: 34 clusters Score -4.223404e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 44287 members 
Mstep: Class 7 contains 39464 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 11 contains 83732 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 78452 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59055 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 24221 members 
Mstep: Class 20 contains 58088 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 29327 members 
Mstep: Class 23 contains 4614 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 6137 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 18890 members 
Mstep: Class 29 contains 8666 members 
Mstep: Class 30 contains 88989 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75805 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234376.000000 Penalty: 20201.414062
Iteration 231Q: 34 clusters Score -4.223438e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 44221 members 
Mstep: Class 7 contains 39778 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 12808 members 
Mstep: Class 11 contains 83570 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 78431 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 59018 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 24085 members 
Mstep: Class 20 contains 58092 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 29333 members 
Mstep: Class 23 contains 4599 members 
Mstep: Class 24 contains 2457 members 
Mstep: Class 25 contains 6123 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 18760 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 88965 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75710 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234748.000000 Penalty: 20201.414062
Iteration 232Q: 34 clusters Score -4.223475e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 44165 members 
Mstep: Class 7 contains 40072 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 83400 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5193 members 
Mstep: Class 14 contains 78406 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58975 members 
Mstep: Class 17 contains 15546 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 23975 members 
Mstep: Class 20 contains 58101 members 
Mstep: Class 21 contains 12501 members 
Mstep: Class 22 contains 29341 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 2451 members 
Mstep: Class 25 contains 6114 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 18615 members 
Mstep: Class 29 contains 9390 members 
Mstep: Class 30 contains 88945 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75649 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235284.000000 Penalty: 20201.414062
Iteration 233Q: 34 clusters Score -4.223528e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 44099 members 
Mstep: Class 7 contains 40351 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 83261 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 78407 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58930 members 
Mstep: Class 17 contains 15536 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 23841 members 
Mstep: Class 20 contains 58114 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 29349 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 2446 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 5145 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 18457 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 88912 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75606 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235396.000000 Penalty: 20201.414062
Iteration 234Q: 34 clusters Score -4.22354e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 40623 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 83158 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 78418 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58869 members 
Mstep: Class 17 contains 15530 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 23719 members 
Mstep: Class 20 contains 58129 members 
Mstep: Class 21 contains 12471 members 
Mstep: Class 22 contains 29353 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 6094 members 
Mstep: Class 26 contains 5144 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 18289 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 88854 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75584 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235832.000000 Penalty: 20201.414062
Iteration 235Q: 34 clusters Score -4.223583e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 43958 members 
Mstep: Class 7 contains 40862 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 12925 members 
Mstep: Class 11 contains 83057 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 78420 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58818 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 23581 members 
Mstep: Class 20 contains 58143 members 
Mstep: Class 21 contains 12450 members 
Mstep: Class 22 contains 29370 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 6094 members 
Mstep: Class 26 contains 5145 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 18115 members 
Mstep: Class 29 contains 10410 members 
Mstep: Class 30 contains 88810 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75608 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235952.000000 Penalty: 20201.414062
Iteration 236Q: 34 clusters Score -4.223595e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 43888 members 
Mstep: Class 7 contains 41059 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 12965 members 
Mstep: Class 11 contains 82966 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 78430 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58773 members 
Mstep: Class 17 contains 15517 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 23452 members 
Mstep: Class 20 contains 58156 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 29386 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 5141 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17959 members 
Mstep: Class 29 contains 10719 members 
Mstep: Class 30 contains 88770 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75632 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236316.000000 Penalty: 20201.414062
Iteration 237Q: 34 clusters Score -4.223632e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 41263 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 13003 members 
Mstep: Class 11 contains 82868 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 78423 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58711 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 23335 members 
Mstep: Class 20 contains 58166 members 
Mstep: Class 21 contains 12411 members 
Mstep: Class 22 contains 29407 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6130 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17798 members 
Mstep: Class 29 contains 11028 members 
Mstep: Class 30 contains 88747 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75655 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236660.000000 Penalty: 20201.414062
Iteration 238Q: 34 clusters Score -4.223666e+07 nChanged 2086
Entering ConstructFrom: 
Score: -42236660.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -68861.445312 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -68861.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68013.968750 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -68013.97 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68282.992188 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -68282.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -68318.921875 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -68318.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -68353.632812 Penalty: 634.932617
	Iteration 3F: 3 clusters Score -68353.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -68381.554688 Penalty: 634.932617
	Iteration 4Q: 3 clusters Score -68381.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68399.562500 Penalty: 634.932617
	Iteration 5Q: 3 clusters Score -68399.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -68419.453125 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -68419.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68437.617188 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -68437.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68451.578125 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -68451.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68457.023438 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -68457.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68462.156250 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -68462.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -68464.945312 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -68464.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -68466.406250 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -68466.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -68466.703125 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -68466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -68468.000000 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -68468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -68468.000000 Penalty: 634.932617
	Iteration 15F: 3 clusters Score -68468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -239703.843750 Penalty: 380.148407
	Iteration 0F: 2 clusters Score -239703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -236832.656250 Penalty: 760.296814
	Iteration 0F: 3 clusters Score -236832.7 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -238137.546875 Penalty: 760.296814
	Iteration 1F: 3 clusters Score -238137.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -238413.156250 Penalty: 760.296814
	Iteration 2F: 3 clusters Score -238413.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -238680.984375 Penalty: 760.296814
	Iteration 3F: 3 clusters Score -238681 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -238946.515625 Penalty: 760.296814
	Iteration 4F: 3 clusters Score -238946.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -239124.890625 Penalty: 760.296814
	Iteration 5F: 3 clusters Score -239124.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -239283.062500 Penalty: 760.296814
	Iteration 6Q: 3 clusters Score -239283.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -239407.750000 Penalty: 760.296814
	Iteration 7Q: 3 clusters Score -239407.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -239495.453125 Penalty: 760.296814
	Iteration 8Q: 3 clusters Score -239495.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -239528.109375 Penalty: 760.296814
	Iteration 9Q: 3 clusters Score -239528.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -239543.281250 Penalty: 760.296814
	Iteration 10Q: 3 clusters Score -239543.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -239552.359375 Penalty: 760.296814
	Iteration 11Q: 3 clusters Score -239552.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -239557.296875 Penalty: 760.296814
	Iteration 12Q: 3 clusters Score -239557.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -239559.109375 Penalty: 760.296814
	Iteration 13Q: 3 clusters Score -239559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -239559.796875 Penalty: 760.296814
	Iteration 14Q: 3 clusters Score -239559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -239560.312500 Penalty: 760.296814
	Iteration 15Q: 3 clusters Score -239560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -239560.734375 Penalty: 760.296814
	Iteration 16Q: 3 clusters Score -239560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -239561.093750 Penalty: 760.296814
	Iteration 17Q: 3 clusters Score -239561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -239561.828125 Penalty: 760.296814
	Iteration 18Q: 3 clusters Score -239561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -239562.218750 Penalty: 760.296814
	Iteration 19Q: 3 clusters Score -239562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -239562.078125 Penalty: 760.296814
	Iteration 20F: 3 clusters Score -239562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -239562.406250 Penalty: 760.296814
	Iteration 21Q: 3 clusters Score -239562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -239563.593750 Penalty: 760.296814
	Iteration 22Q: 3 clusters Score -239563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -239565.140625 Penalty: 760.296814
	Iteration 23Q: 3 clusters Score -239565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -239566.171875 Penalty: 760.296814
	Iteration 24Q: 3 clusters Score -239566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -239567.078125 Penalty: 760.296814
	Iteration 25Q: 3 clusters Score -239567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -239569.218750 Penalty: 760.296814
	Iteration 26Q: 3 clusters Score -239569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -239571.812500 Penalty: 760.296814
	Iteration 27Q: 3 clusters Score -239571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -239574.312500 Penalty: 760.296814
	Iteration 28Q: 3 clusters Score -239574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -239576.171875 Penalty: 760.296814
	Iteration 29Q: 3 clusters Score -239576.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -239578.625000 Penalty: 760.296814
	Iteration 30Q: 3 clusters Score -239578.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -239581.015625 Penalty: 760.296814
	Iteration 31Q: 3 clusters Score -239581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -239583.796875 Penalty: 760.296814
	Iteration 32Q: 3 clusters Score -239583.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -239588.578125 Penalty: 760.296814
	Iteration 33Q: 3 clusters Score -239588.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -239595.015625 Penalty: 760.296814
	Iteration 34Q: 3 clusters Score -239595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -239599.703125 Penalty: 760.296814
	Iteration 35Q: 3 clusters Score -239599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -239601.359375 Penalty: 760.296814
	Iteration 36Q: 3 clusters Score -239601.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -239604.640625 Penalty: 760.296814
	Iteration 37Q: 3 clusters Score -239604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -239610.078125 Penalty: 760.296814
	Iteration 38Q: 3 clusters Score -239610.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -239621.093750 Penalty: 760.296814
	Iteration 39Q: 3 clusters Score -239621.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -239634.359375 Penalty: 760.296814
	Iteration 40F: 3 clusters Score -239634.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -239641.546875 Penalty: 760.296814
	Iteration 41Q: 3 clusters Score -239641.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -239649.718750 Penalty: 760.296814
	Iteration 42Q: 3 clusters Score -239649.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -239654.140625 Penalty: 760.296814
	Iteration 43Q: 3 clusters Score -239654.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -239656.484375 Penalty: 760.296814
	Iteration 44Q: 3 clusters Score -239656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -239657.703125 Penalty: 760.296814
	Iteration 45Q: 3 clusters Score -239657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -239658.687500 Penalty: 760.296814
	Iteration 46Q: 3 clusters Score -239658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -239662.187500 Penalty: 760.296814
	Iteration 47Q: 3 clusters Score -239662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -239663.968750 Penalty: 760.296814
	Iteration 48Q: 3 clusters Score -239664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -239665.000000 Penalty: 760.296814
	Iteration 49Q: 3 clusters Score -239665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -239665.578125 Penalty: 760.296814
	Iteration 50Q: 3 clusters Score -239665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -239666.343750 Penalty: 760.296814
	Iteration 51Q: 3 clusters Score -239666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -239666.625000 Penalty: 760.296814
	Iteration 52Q: 3 clusters Score -239666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -239667.281250 Penalty: 760.296814
	Iteration 53Q: 3 clusters Score -239667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -239667.953125 Penalty: 760.296814
	Iteration 54Q: 3 clusters Score -239668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -239668.078125 Penalty: 760.296814
	Iteration 55Q: 3 clusters Score -239668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -239668.453125 Penalty: 760.296814
	Iteration 56Q: 3 clusters Score -239668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -239668.984375 Penalty: 760.296814
	Iteration 57Q: 3 clusters Score -239669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -239669.046875 Penalty: 760.296814
	Iteration 58Q: 3 clusters Score -239669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -239669.750000 Penalty: 760.296814
	Iteration 59Q: 3 clusters Score -239669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -239670.078125 Penalty: 760.296814
	Iteration 60F: 3 clusters Score -239670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -239670.968750 Penalty: 760.296814
	Iteration 61Q: 3 clusters Score -239671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -239672.312500 Penalty: 760.296814
	Iteration 62Q: 3 clusters Score -239672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -239675.343750 Penalty: 760.296814
	Iteration 63Q: 3 clusters Score -239675.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -239678.437500 Penalty: 760.296814
	Iteration 64Q: 3 clusters Score -239678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -239681.031250 Penalty: 760.296814
	Iteration 65Q: 3 clusters Score -239681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -239685.140625 Penalty: 760.296814
	Iteration 66Q: 3 clusters Score -239685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -239688.578125 Penalty: 760.296814
	Iteration 67Q: 3 clusters Score -239688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -239692.015625 Penalty: 760.296814
	Iteration 68Q: 3 clusters Score -239692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -239693.578125 Penalty: 760.296814
	Iteration 69Q: 3 clusters Score -239693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -239695.531250 Penalty: 760.296814
	Iteration 70Q: 3 clusters Score -239695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -239696.953125 Penalty: 760.296814
	Iteration 71Q: 3 clusters Score -239697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -239697.859375 Penalty: 760.296814
	Iteration 72Q: 3 clusters Score -239697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -239697.984375 Penalty: 760.296814
	Iteration 73Q: 3 clusters Score -239698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -239698.687500 Penalty: 760.296814
	Iteration 74Q: 3 clusters Score -239698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -239698.484375 Penalty: 760.296814
	Iteration 75Q: 3 clusters Score -239698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -239699.125000 Penalty: 760.296814
	Iteration 76Q: 3 clusters Score -239699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -239698.984375 Penalty: 760.296814
	Iteration 77Q: 3 clusters Score -239699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -239698.984375 Penalty: 760.296814
	Iteration 78F: 3 clusters Score -239699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -111583.125000 Penalty: 341.122925
	Iteration 0F: 2 clusters Score -111583.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -110248.234375 Penalty: 682.245850
	Iteration 0F: 3 clusters Score -110248.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -110664.445312 Penalty: 682.245850
	Iteration 1F: 3 clusters Score -110664.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -110742.718750 Penalty: 682.245850
	Iteration 2F: 3 clusters Score -110742.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -110811.757812 Penalty: 682.245850
	Iteration 3F: 3 clusters Score -110811.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110871.703125 Penalty: 682.245850
	Iteration 4F: 3 clusters Score -110871.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -110940.054688 Penalty: 682.245850
	Iteration 5F: 3 clusters Score -110940.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -110999.765625 Penalty: 682.245850
	Iteration 6Q: 3 clusters Score -110999.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -111044.898438 Penalty: 682.245850
	Iteration 7Q: 3 clusters Score -111044.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -111094.187500 Penalty: 682.245850
	Iteration 8Q: 3 clusters Score -111094.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -111126.000000 Penalty: 682.245850
	Iteration 9Q: 3 clusters Score -111126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -111150.960938 Penalty: 682.245850
	Iteration 10Q: 3 clusters Score -111151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -111173.625000 Penalty: 682.245850
	Iteration 11Q: 3 clusters Score -111173.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -111192.585938 Penalty: 682.245850
	Iteration 12Q: 3 clusters Score -111192.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -111204.640625 Penalty: 682.245850
	Iteration 13Q: 3 clusters Score -111204.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -111214.750000 Penalty: 682.245850
	Iteration 14Q: 3 clusters Score -111214.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -111224.093750 Penalty: 682.245850
	Iteration 15Q: 3 clusters Score -111224.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -111243.296875 Penalty: 682.245850
	Iteration 16Q: 3 clusters Score -111243.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -111257.187500 Penalty: 682.245850
	Iteration 17Q: 3 clusters Score -111257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -111266.343750 Penalty: 682.245850
	Iteration 18Q: 3 clusters Score -111266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -111270.640625 Penalty: 682.245850
	Iteration 19Q: 3 clusters Score -111270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -111272.546875 Penalty: 682.245850
	Iteration 20F: 3 clusters Score -111272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -111274.359375 Penalty: 682.245850
	Iteration 21Q: 3 clusters Score -111274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -111276.242188 Penalty: 682.245850
	Iteration 22Q: 3 clusters Score -111276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -111280.125000 Penalty: 682.245850
	Iteration 23Q: 3 clusters Score -111280.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -111283.570312 Penalty: 682.245850
	Iteration 24Q: 3 clusters Score -111283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -111285.078125 Penalty: 682.245850
	Iteration 25Q: 3 clusters Score -111285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -111286.750000 Penalty: 682.245850
	Iteration 26Q: 3 clusters Score -111286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -111291.046875 Penalty: 682.245850
	Iteration 27Q: 3 clusters Score -111291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -111294.187500 Penalty: 682.245850
	Iteration 28Q: 3 clusters Score -111294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -111299.296875 Penalty: 682.245850
	Iteration 29Q: 3 clusters Score -111299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -111304.703125 Penalty: 682.245850
	Iteration 30Q: 3 clusters Score -111304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -111307.054688 Penalty: 682.245850
	Iteration 31Q: 3 clusters Score -111307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -111308.812500 Penalty: 682.245850
	Iteration 32Q: 3 clusters Score -111308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -111310.023438 Penalty: 682.245850
	Iteration 33Q: 3 clusters Score -111310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -111311.898438 Penalty: 682.245850
	Iteration 34Q: 3 clusters Score -111311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -111314.218750 Penalty: 682.245850
	Iteration 35Q: 3 clusters Score -111314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -111316.210938 Penalty: 682.245850
	Iteration 36Q: 3 clusters Score -111316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -111317.867188 Penalty: 682.245850
	Iteration 37Q: 3 clusters Score -111317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -111320.429688 Penalty: 682.245850
	Iteration 38Q: 3 clusters Score -111320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -111322.531250 Penalty: 682.245850
	Iteration 39Q: 3 clusters Score -111322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -111322.742188 Penalty: 682.245850
	Iteration 40F: 3 clusters Score -111322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -53185.820312 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -53185.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -52355.437500 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -52355.44 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -52694.117188 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -52694.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52781.281250 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -52781.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52846.804688 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -52846.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52892.261719 Penalty: 632.436951
	Iteration 4F: 3 clusters Score -52892.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52930.046875 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -52930.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52993.367188 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -52993.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53043.097656 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -53043.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -53083.816406 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -53083.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53110.433594 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -53110.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -53124.601562 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -53124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53128.769531 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -53128.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53135.128906 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -53135.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53140.132812 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -53140.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53142.640625 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -53142.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53144.433594 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -53144.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -53145.621094 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -53145.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53149.699219 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -53149.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53153.375000 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -53153.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53156.214844 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -53156.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53158.988281 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -53158.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53162.214844 Penalty: 632.436951
	Iteration 21Q: 3 clusters Score -53162.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53163.035156 Penalty: 632.436951
	Iteration 22Q: 3 clusters Score -53163.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53164.902344 Penalty: 632.436951
	Iteration 23Q: 3 clusters Score -53164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53165.562500 Penalty: 632.436951
	Iteration 24Q: 3 clusters Score -53165.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53165.761719 Penalty: 632.436951
	Iteration 25Q: 3 clusters Score -53165.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53165.761719 Penalty: 632.436951
	Iteration 26F: 3 clusters Score -53165.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -285720.531250 Penalty: 381.091125
	Iteration 0F: 2 clusters Score -285720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -282758.781250 Penalty: 762.182251
	Iteration 0F: 3 clusters Score -282758.8 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -283816.781250 Penalty: 762.182251
	Iteration 1F: 3 clusters Score -283816.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -283984.031250 Penalty: 762.182251
	Iteration 2F: 3 clusters Score -283984 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -284166.250000 Penalty: 762.182251
	Iteration 3F: 3 clusters Score -284166.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -284347.843750 Penalty: 762.182251
	Iteration 4F: 3 clusters Score -284347.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -284536.343750 Penalty: 762.182251
	Iteration 5F: 3 clusters Score -284536.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -284672.968750 Penalty: 762.182251
	Iteration 6Q: 3 clusters Score -284673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -284807.156250 Penalty: 762.182251
	Iteration 7Q: 3 clusters Score -284807.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -284929.937500 Penalty: 762.182251
	Iteration 8Q: 3 clusters Score -284929.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -285003.250000 Penalty: 762.182251
	Iteration 9Q: 3 clusters Score -285003.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -285052.625000 Penalty: 762.182251
	Iteration 10Q: 3 clusters Score -285052.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -285102.718750 Penalty: 762.182251
	Iteration 11Q: 3 clusters Score -285102.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -285149.375000 Penalty: 762.182251
	Iteration 12Q: 3 clusters Score -285149.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -285184.906250 Penalty: 762.182251
	Iteration 13Q: 3 clusters Score -285184.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -285204.000000 Penalty: 762.182251
	Iteration 14Q: 3 clusters Score -285204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -285225.156250 Penalty: 762.182251
	Iteration 15Q: 3 clusters Score -285225.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -285246.281250 Penalty: 762.182251
	Iteration 16Q: 3 clusters Score -285246.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -285255.093750 Penalty: 762.182251
	Iteration 17Q: 3 clusters Score -285255.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -285260.437500 Penalty: 762.182251
	Iteration 18Q: 3 clusters Score -285260.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -285261.562500 Penalty: 762.182251
	Iteration 19Q: 3 clusters Score -285261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -285264.093750 Penalty: 762.182251
	Iteration 20F: 3 clusters Score -285264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -285265.781250 Penalty: 762.182251
	Iteration 21Q: 3 clusters Score -285265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -285268.062500 Penalty: 762.182251
	Iteration 22Q: 3 clusters Score -285268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -285269.125000 Penalty: 762.182251
	Iteration 23Q: 3 clusters Score -285269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -285272.343750 Penalty: 762.182251
	Iteration 24Q: 3 clusters Score -285272.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -285276.687500 Penalty: 762.182251
	Iteration 25Q: 3 clusters Score -285276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -285277.968750 Penalty: 762.182251
	Iteration 26Q: 3 clusters Score -285278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -285278.281250 Penalty: 762.182251
	Iteration 27Q: 3 clusters Score -285278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -285279.843750 Penalty: 762.182251
	Iteration 28Q: 3 clusters Score -285279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -285280.031250 Penalty: 762.182251
	Iteration 29Q: 3 clusters Score -285280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -285281.187500 Penalty: 762.182251
	Iteration 30Q: 3 clusters Score -285281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -285280.687500 Penalty: 762.182251
	Iteration 31Q: 3 clusters Score -285280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -285280.687500 Penalty: 762.182251
	Iteration 32Q: 3 clusters Score -285280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -285280.906250 Penalty: 762.182251
	Iteration 33Q: 3 clusters Score -285280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -285281.375000 Penalty: 762.182251
	Iteration 34Q: 3 clusters Score -285281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -285281.375000 Penalty: 762.182251
	Iteration 35F: 3 clusters Score -285281.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Entering Unmasked Estep 
Score: -2891196.250000 Penalty: 486.212769
	Iteration 0F: 2 clusters Score -2891196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2862340.500000 Penalty: 972.425537
	Iteration 0F: 3 clusters Score -2862340 nChanged 21111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2874661.750000 Penalty: 972.425537
	Iteration 1F: 3 clusters Score -2874662 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2874847.500000 Penalty: 972.425537
	Iteration 2Q: 3 clusters Score -2874848 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2875049.500000 Penalty: 972.425537
	Iteration 3Q: 3 clusters Score -2875050 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2875237.000000 Penalty: 972.425537
	Iteration 4Q: 3 clusters Score -2875237 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2875472.000000 Penalty: 972.425537
	Iteration 5Q: 3 clusters Score -2875472 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2875787.500000 Penalty: 972.425537
	Iteration 6Q: 3 clusters Score -2875788 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2876263.250000 Penalty: 972.425537
	Iteration 7Q: 3 clusters Score -2876263 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2876954.500000 Penalty: 972.425537
	Iteration 8Q: 3 clusters Score -2876954 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2878067.250000 Penalty: 972.425537
	Iteration 9Q: 3 clusters Score -2878067 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2879744.250000 Penalty: 972.425537
	Iteration 10F: 3 clusters Score -2879744 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2881612.000000 Penalty: 972.425537
	Iteration 11F: 3 clusters Score -2881612 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2882909.000000 Penalty: 972.425537
	Iteration 12F: 3 clusters Score -2882909 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2883469.500000 Penalty: 972.425537
	Iteration 13Q: 3 clusters Score -2883470 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2883694.750000 Penalty: 972.425537
	Iteration 14Q: 3 clusters Score -2883695 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2883865.500000 Penalty: 972.425537
	Iteration 15Q: 3 clusters Score -2883866 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2883985.750000 Penalty: 972.425537
	Iteration 16Q: 3 clusters Score -2883986 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -2884137.000000 Penalty: 972.425537
	Iteration 17Q: 3 clusters Score -2884137 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2884283.000000 Penalty: 972.425537
	Iteration 18Q: 3 clusters Score -2884283 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -2884437.250000 Penalty: 972.425537
	Iteration 19Q: 3 clusters Score -2884437 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2884591.500000 Penalty: 972.425537
	Iteration 20F: 3 clusters Score -2884592 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -2884756.250000 Penalty: 972.425537
	Iteration 21Q: 3 clusters Score -2884756 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2884920.250000 Penalty: 972.425537
	Iteration 22Q: 3 clusters Score -2884920 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -2885080.500000 Penalty: 972.425537
	Iteration 23Q: 3 clusters Score -2885080 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -2885295.750000 Penalty: 972.425537
	Iteration 24Q: 3 clusters Score -2885296 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2885568 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2885887 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2886220 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2886570 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2886937 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2887312 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2887729 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -2888091.250000 Penalty: 972.425537
	Iteration 32Q: 3 clusters Score -2888091 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2888386 nChanged 534
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2888662 nChanged 491
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2888904 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2889098 nChanged 437
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2889263 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2889388 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2889516 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -2889627.250000 Penalty: 972.425537
	Iteration 40F: 3 clusters Score -2889627 nChanged 280
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Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2889730 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2889795 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2889834 nChanged 217
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Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2889835 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2889801 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2889787 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2889776 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2889773 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2889786 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2889790 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2889790 nChanged 81
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Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2889787 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2889790 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2889782 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2889779 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2889770 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2889776 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2889801 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2889841 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2889886 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -2889925.000000 Penalty: 972.425537
	Iteration 61Q: 3 clusters Score -2889925 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2889944 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2889994 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2890021 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2890045 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2890076 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -2890100.000000 Penalty: 972.425537
	Iteration 67Q: 3 clusters Score -2890100 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -2890112.000000 Penalty: 972.425537
	Iteration 68Q: 3 clusters Score -2890112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -2890132.750000 Penalty: 972.425537
	Iteration 69Q: 3 clusters Score -2890133 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -2890153.000000 Penalty: 972.425537
	Iteration 70Q: 3 clusters Score -2890153 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -2890160.250000 Penalty: 972.425537
	Iteration 71Q: 3 clusters Score -2890160 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -2890167.000000 Penalty: 972.425537
	Iteration 72Q: 3 clusters Score -2890167 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -2890173.500000 Penalty: 972.425537
	Iteration 73Q: 3 clusters Score -2890174 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -2890182.000000 Penalty: 972.425537
	Iteration 74Q: 3 clusters Score -2890182 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
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Entering Unmasked Estep 
Score: -2890184.000000 Penalty: 972.425537
	Iteration 75Q: 3 clusters Score -2890184 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
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Entering Unmasked Estep 
Score: -2890193.000000 Penalty: 972.425537
	Iteration 76Q: 3 clusters Score -2890193 nChanged 16
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Mstep: Class 1 contains 1727 members 
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Entering Unmasked Estep 
Score: -2890204.500000 Penalty: 972.425537
	Iteration 77Q: 3 clusters Score -2890204 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2890204 nChanged 14
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2890208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -2890225.750000 Penalty: 972.425537
	Iteration 80F: 3 clusters Score -2890226 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2890226 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2890226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2890226 nChanged 8
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Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -2890229.250000 Penalty: 972.425537
	Iteration 84Q: 3 clusters Score -2890229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -2890231.000000 Penalty: 972.425537
	Iteration 85Q: 3 clusters Score -2890231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -2890238.250000 Penalty: 972.425537
	Iteration 86Q: 3 clusters Score -2890238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -2890260.000000 Penalty: 972.425537
	Iteration 87Q: 3 clusters Score -2890260 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -2890276.250000 Penalty: 972.425537
	Iteration 88Q: 3 clusters Score -2890276 nChanged 15
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Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -2890289.000000 Penalty: 972.425537
	Iteration 89Q: 3 clusters Score -2890289 nChanged 13
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -2890294.000000 Penalty: 972.425537
	Iteration 90Q: 3 clusters Score -2890294 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -2890296.000000 Penalty: 972.425537
	Iteration 91Q: 3 clusters Score -2890296 nChanged 13
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -2890302.750000 Penalty: 972.425537
	Iteration 92Q: 3 clusters Score -2890303 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -2890309.250000 Penalty: 972.425537
	Iteration 93Q: 3 clusters Score -2890309 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -2890315.000000 Penalty: 972.425537
	Iteration 94Q: 3 clusters Score -2890315 nChanged 8
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Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2890315 nChanged 10
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Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -2890314.000000 Penalty: 972.425537
	Iteration 96Q: 3 clusters Score -2890314 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -2890323.500000 Penalty: 972.425537
	Iteration 97Q: 3 clusters Score -2890324 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -2890329.250000 Penalty: 972.425537
	Iteration 98Q: 3 clusters Score -2890329 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -2890331.000000 Penalty: 972.425537
	Iteration 99Q: 3 clusters Score -2890331 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -2890341.750000 Penalty: 972.425537
	Iteration 100F: 3 clusters Score -2890342 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42283 members 
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	Iteration 101Q: 3 clusters Score -2890348 nChanged 13
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Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 42294 members 
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	Iteration 102Q: 3 clusters Score -2890346 nChanged 15
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Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2890348 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2890351 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2890348 nChanged 20
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Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -2890370.250000 Penalty: 972.425537
	Iteration 106Q: 3 clusters Score -2890370 nChanged 22
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2890378 nChanged 18
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Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -2890389.750000 Penalty: 972.425537
	Iteration 108Q: 3 clusters Score -2890390 nChanged 12
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -2890397.500000 Penalty: 972.425537
	Iteration 109Q: 3 clusters Score -2890398 nChanged 13
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Mstep: Class 1 contains 1320 members 
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Entering Unmasked Estep 
Score: -2890401.500000 Penalty: 972.425537
	Iteration 110Q: 3 clusters Score -2890402 nChanged 17
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -2890414.750000 Penalty: 972.425537
	Iteration 111Q: 3 clusters Score -2890415 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -2890420.000000 Penalty: 972.425537
	Iteration 112Q: 3 clusters Score -2890420 nChanged 19
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -2890434.250000 Penalty: 972.425537
	Iteration 113Q: 3 clusters Score -2890434 nChanged 17
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Entering Unmasked Estep 
Score: -2890444.000000 Penalty: 972.425537
	Iteration 114Q: 3 clusters Score -2890444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -2890452.750000 Penalty: 972.425537
	Iteration 115Q: 3 clusters Score -2890453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -2890458.250000 Penalty: 972.425537
	Iteration 116Q: 3 clusters Score -2890458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -2890467.750000 Penalty: 972.425537
	Iteration 117Q: 3 clusters Score -2890468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -2890469.250000 Penalty: 972.425537
	Iteration 118Q: 3 clusters Score -2890469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -2890470.500000 Penalty: 972.425537
	Iteration 119Q: 3 clusters Score -2890470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -2890473.250000 Penalty: 972.425537
	Iteration 120F: 3 clusters Score -2890473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -2890469.500000 Penalty: 972.425537
	Iteration 121Q: 3 clusters Score -2890470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -2890476.000000 Penalty: 972.425537
	Iteration 122Q: 3 clusters Score -2890476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -2890485.250000 Penalty: 972.425537
	Iteration 123Q: 3 clusters Score -2890485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -2890493.250000 Penalty: 972.425537
	Iteration 124Q: 3 clusters Score -2890493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -2890502.750000 Penalty: 972.425537
	Iteration 125Q: 3 clusters Score -2890503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -2890502.500000 Penalty: 972.425537
	Iteration 126Q: 3 clusters Score -2890502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -2890508.750000 Penalty: 972.425537
	Iteration 127Q: 3 clusters Score -2890509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -2890509.250000 Penalty: 972.425537
	Iteration 128Q: 3 clusters Score -2890509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -2890505.250000 Penalty: 972.425537
	Iteration 129Q: 3 clusters Score -2890505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -2890508.000000 Penalty: 972.425537
	Iteration 130Q: 3 clusters Score -2890508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -2890509.750000 Penalty: 972.425537
	Iteration 131Q: 3 clusters Score -2890510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -2890509.750000 Penalty: 972.425537
	Iteration 132Q: 3 clusters Score -2890510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -2890511.750000 Penalty: 972.425537
	Iteration 133Q: 3 clusters Score -2890512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -2890514.500000 Penalty: 972.425537
	Iteration 134Q: 3 clusters Score -2890514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -2890511.750000 Penalty: 972.425537
	Iteration 135Q: 3 clusters Score -2890512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -2890513.750000 Penalty: 972.425537
	Iteration 136Q: 3 clusters Score -2890514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -2890512.500000 Penalty: 972.425537
	Iteration 137Q: 3 clusters Score -2890512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -2890518.000000 Penalty: 972.425537
	Iteration 138Q: 3 clusters Score -2890518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -2890521.500000 Penalty: 972.425537
	Iteration 139Q: 3 clusters Score -2890522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -2890521.500000 Penalty: 972.425537
	Iteration 140F: 3 clusters Score -2890522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -2890532.750000 Penalty: 972.425537
	Iteration 141Q: 3 clusters Score -2890533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -2890540.000000 Penalty: 972.425537
	Iteration 142Q: 3 clusters Score -2890540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -2890543.500000 Penalty: 972.425537
	Iteration 143Q: 3 clusters Score -2890544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -2890547.750000 Penalty: 972.425537
	Iteration 144Q: 3 clusters Score -2890548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -2890547.250000 Penalty: 972.425537
	Iteration 145Q: 3 clusters Score -2890547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -2890547.250000 Penalty: 972.425537
	Iteration 146F: 3 clusters Score -2890547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Entering Unmasked Estep 
Score: -2729914.500000 Penalty: 483.821899
	Iteration 0F: 2 clusters Score -2729914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2703324.750000 Penalty: 967.643799
	Iteration 0F: 3 clusters Score -2703325 nChanged 19994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2715358.000000 Penalty: 967.643799
	Iteration 1F: 3 clusters Score -2715358 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2716583.500000 Penalty: 967.643799
	Iteration 2F: 3 clusters Score -2716584 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2718537.750000 Penalty: 967.643799
	Iteration 3F: 3 clusters Score -2718538 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2721411.500000 Penalty: 967.643799
	Iteration 4F: 3 clusters Score -2721412 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2724303.000000 Penalty: 967.643799
	Iteration 5F: 3 clusters Score -2724303 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2726250.250000 Penalty: 967.643799
	Iteration 6F: 3 clusters Score -2726250 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2727419.000000 Penalty: 967.643799
	Iteration 7Q: 3 clusters Score -2727419 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2727971.750000 Penalty: 967.643799
	Iteration 8Q: 3 clusters Score -2727972 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2728335.500000 Penalty: 967.643799
	Iteration 9Q: 3 clusters Score -2728336 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2728616.250000 Penalty: 967.643799
	Iteration 10Q: 3 clusters Score -2728616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2728808.500000 Penalty: 967.643799
	Iteration 11Q: 3 clusters Score -2728808 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2728961.750000 Penalty: 967.643799
	Iteration 12Q: 3 clusters Score -2728962 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2729107.250000 Penalty: 967.643799
	Iteration 13Q: 3 clusters Score -2729107 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2729211.250000 Penalty: 967.643799
	Iteration 14Q: 3 clusters Score -2729211 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2729293.000000 Penalty: 967.643799
	Iteration 15Q: 3 clusters Score -2729293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2729344.250000 Penalty: 967.643799
	Iteration 16Q: 3 clusters Score -2729344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2729392.750000 Penalty: 967.643799
	Iteration 17Q: 3 clusters Score -2729393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2729422.000000 Penalty: 967.643799
	Iteration 18Q: 3 clusters Score -2729422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2729446.000000 Penalty: 967.643799
	Iteration 19Q: 3 clusters Score -2729446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2729456.000000 Penalty: 967.643799
	Iteration 20F: 3 clusters Score -2729456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2729462.000000 Penalty: 967.643799
	Iteration 21Q: 3 clusters Score -2729462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2729469.750000 Penalty: 967.643799
	Iteration 22Q: 3 clusters Score -2729470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2729474.750000 Penalty: 967.643799
	Iteration 23Q: 3 clusters Score -2729475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2729478.250000 Penalty: 967.643799
	Iteration 24Q: 3 clusters Score -2729478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2729478.000000 Penalty: 967.643799
	Iteration 25Q: 3 clusters Score -2729478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2729482.250000 Penalty: 967.643799
	Iteration 26Q: 3 clusters Score -2729482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2729484.250000 Penalty: 967.643799
	Iteration 27Q: 3 clusters Score -2729484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2729484.000000 Penalty: 967.643799
	Iteration 28Q: 3 clusters Score -2729484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2729487.500000 Penalty: 967.643799
	Iteration 29Q: 3 clusters Score -2729488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2729487.250000 Penalty: 967.643799
	Iteration 30Q: 3 clusters Score -2729487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2729488.750000 Penalty: 967.643799
	Iteration 31Q: 3 clusters Score -2729489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2729487.000000 Penalty: 967.643799
	Iteration 32Q: 3 clusters Score -2729487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2729488.000000 Penalty: 967.643799
	Iteration 33Q: 3 clusters Score -2729488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2729486.000000 Penalty: 967.643799
	Iteration 34Q: 3 clusters Score -2729486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2729488.750000 Penalty: 967.643799
	Iteration 35Q: 3 clusters Score -2729489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2729491.500000 Penalty: 967.643799
	Iteration 36Q: 3 clusters Score -2729492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2729491.250000 Penalty: 967.643799
	Iteration 37Q: 3 clusters Score -2729491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2729491.500000 Penalty: 967.643799
	Iteration 38Q: 3 clusters Score -2729492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2729493.000000 Penalty: 967.643799
	Iteration 39Q: 3 clusters Score -2729493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2729491.500000 Penalty: 967.643799
	Iteration 40F: 3 clusters Score -2729492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2729493.000000 Penalty: 967.643799
	Iteration 41Q: 3 clusters Score -2729493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2729493.000000 Penalty: 967.643799
	Iteration 42F: 3 clusters Score -2729493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -72870.906250 Penalty: 328.024963
	Iteration 0F: 2 clusters Score -72870.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -71897.625000 Penalty: 656.049927
	Iteration 0F: 3 clusters Score -71897.62 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72216.460938 Penalty: 656.049927
	Iteration 1F: 3 clusters Score -72216.46 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -72320.062500 Penalty: 656.049927
	Iteration 2F: 3 clusters Score -72320.06 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72391.562500 Penalty: 656.049927
	Iteration 3F: 3 clusters Score -72391.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72455.984375 Penalty: 656.049927
	Iteration 4F: 3 clusters Score -72455.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72522.593750 Penalty: 656.049927
	Iteration 5Q: 3 clusters Score -72522.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72561.710938 Penalty: 656.049927
	Iteration 6Q: 3 clusters Score -72561.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72595.843750 Penalty: 656.049927
	Iteration 7Q: 3 clusters Score -72595.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72644.554688 Penalty: 656.049927
	Iteration 8Q: 3 clusters Score -72644.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72681.523438 Penalty: 656.049927
	Iteration 9Q: 3 clusters Score -72681.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72695.710938 Penalty: 656.049927
	Iteration 10Q: 3 clusters Score -72695.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72702.460938 Penalty: 656.049927
	Iteration 11Q: 3 clusters Score -72702.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72708.390625 Penalty: 656.049927
	Iteration 12Q: 3 clusters Score -72708.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72714.203125 Penalty: 656.049927
	Iteration 13Q: 3 clusters Score -72714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72717.742188 Penalty: 656.049927
	Iteration 14Q: 3 clusters Score -72717.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72718.273438 Penalty: 656.049927
	Iteration 15Q: 3 clusters Score -72718.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72719.398438 Penalty: 656.049927
	Iteration 16Q: 3 clusters Score -72719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72720.531250 Penalty: 656.049927
	Iteration 17Q: 3 clusters Score -72720.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72720.835938 Penalty: 656.049927
	Iteration 18Q: 3 clusters Score -72720.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72720.968750 Penalty: 656.049927
	Iteration 19Q: 3 clusters Score -72720.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72720.968750 Penalty: 656.049927
	Iteration 20F: 3 clusters Score -72720.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -200665.609375 Penalty: 367.608551
	Iteration 0F: 2 clusters Score -200665.6 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 1646 members 
Entering Unmasked Estep 
Score: -198435.406250 Penalty: 735.217102
	Iteration 0F: 3 clusters Score -198435.4 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -199280.390625 Penalty: 735.217102
	Iteration 1F: 3 clusters Score -199280.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -199445.593750 Penalty: 735.217102
	Iteration 2F: 3 clusters Score -199445.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -199598.781250 Penalty: 735.217102
	Iteration 3F: 3 clusters Score -199598.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -199762.234375 Penalty: 735.217102
	Iteration 4F: 3 clusters Score -199762.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -199915.703125 Penalty: 735.217102
	Iteration 5F: 3 clusters Score -199915.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -200039.437500 Penalty: 735.217102
	Iteration 6Q: 3 clusters Score -200039.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -200123.265625 Penalty: 735.217102
	Iteration 7Q: 3 clusters Score -200123.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -200177.125000 Penalty: 735.217102
	Iteration 8Q: 3 clusters Score -200177.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -200210.125000 Penalty: 735.217102
	Iteration 9Q: 3 clusters Score -200210.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -200231.656250 Penalty: 735.217102
	Iteration 10Q: 3 clusters Score -200231.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -200256.765625 Penalty: 735.217102
	Iteration 11Q: 3 clusters Score -200256.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -200278.406250 Penalty: 735.217102
	Iteration 12Q: 3 clusters Score -200278.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -200290.562500 Penalty: 735.217102
	Iteration 13Q: 3 clusters Score -200290.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -200296.796875 Penalty: 735.217102
	Iteration 14Q: 3 clusters Score -200296.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -200309.078125 Penalty: 735.217102
	Iteration 15Q: 3 clusters Score -200309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -200317.953125 Penalty: 735.217102
	Iteration 16Q: 3 clusters Score -200318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -200325.468750 Penalty: 735.217102
	Iteration 17Q: 3 clusters Score -200325.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -200328.656250 Penalty: 735.217102
	Iteration 18Q: 3 clusters Score -200328.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -200330.671875 Penalty: 735.217102
	Iteration 19Q: 3 clusters Score -200330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -200332.953125 Penalty: 735.217102
	Iteration 20F: 3 clusters Score -200333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -200335.890625 Penalty: 735.217102
	Iteration 21Q: 3 clusters Score -200335.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -200337.000000 Penalty: 735.217102
	Iteration 22Q: 3 clusters Score -200337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -200337.656250 Penalty: 735.217102
	Iteration 23Q: 3 clusters Score -200337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -200337.953125 Penalty: 735.217102
	Iteration 24Q: 3 clusters Score -200338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -200338.250000 Penalty: 735.217102
	Iteration 25Q: 3 clusters Score -200338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -200338.484375 Penalty: 735.217102
	Iteration 26Q: 3 clusters Score -200338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -200339.484375 Penalty: 735.217102
	Iteration 27Q: 3 clusters Score -200339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -200339.875000 Penalty: 735.217102
	Iteration 28Q: 3 clusters Score -200339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -200339.734375 Penalty: 735.217102
	Iteration 29Q: 3 clusters Score -200339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -200339.734375 Penalty: 735.217102
	Iteration 30F: 3 clusters Score -200339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Entering Unmasked Estep 
Score: -797630.062500 Penalty: 431.123413
	Iteration 0F: 2 clusters Score -797630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -789010.187500 Penalty: 862.246826
	Iteration 0F: 3 clusters Score -789010.2 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -792841.250000 Penalty: 862.246826
	Iteration 1F: 3 clusters Score -792841.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -793262.187500 Penalty: 862.246826
	Iteration 2F: 3 clusters Score -793262.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -793792.000000 Penalty: 862.246826
	Iteration 3F: 3 clusters Score -793792 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -794435.750000 Penalty: 862.246826
	Iteration 4F: 3 clusters Score -794435.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -795107.250000 Penalty: 862.246826
	Iteration 5F: 3 clusters Score -795107.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -795606.625000 Penalty: 862.246826
	Iteration 6Q: 3 clusters Score -795606.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -795836.625000 Penalty: 862.246826
	Iteration 7Q: 3 clusters Score -795836.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -796013.000000 Penalty: 862.246826
	Iteration 8Q: 3 clusters Score -796013 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -796192.750000 Penalty: 862.246826
	Iteration 9Q: 3 clusters Score -796192.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -796361.375000 Penalty: 862.246826
	Iteration 10Q: 3 clusters Score -796361.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -796511.750000 Penalty: 862.246826
	Iteration 11Q: 3 clusters Score -796511.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -796594.312500 Penalty: 862.246826
	Iteration 12Q: 3 clusters Score -796594.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -796648.562500 Penalty: 862.246826
	Iteration 13Q: 3 clusters Score -796648.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -796691.000000 Penalty: 862.246826
	Iteration 14Q: 3 clusters Score -796691 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -796730.750000 Penalty: 862.246826
	Iteration 15Q: 3 clusters Score -796730.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -796758.750000 Penalty: 862.246826
	Iteration 16Q: 3 clusters Score -796758.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -796773.812500 Penalty: 862.246826
	Iteration 17Q: 3 clusters Score -796773.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -796786.750000 Penalty: 862.246826
	Iteration 18Q: 3 clusters Score -796786.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -796795.625000 Penalty: 862.246826
	Iteration 19Q: 3 clusters Score -796795.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -796808.500000 Penalty: 862.246826
	Iteration 20F: 3 clusters Score -796808.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -796816.000000 Penalty: 862.246826
	Iteration 21Q: 3 clusters Score -796816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -796821.375000 Penalty: 862.246826
	Iteration 22Q: 3 clusters Score -796821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -796826.500000 Penalty: 862.246826
	Iteration 23Q: 3 clusters Score -796826.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -796829.687500 Penalty: 862.246826
	Iteration 24Q: 3 clusters Score -796829.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -796832.500000 Penalty: 862.246826
	Iteration 25Q: 3 clusters Score -796832.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -796836.125000 Penalty: 862.246826
	Iteration 26Q: 3 clusters Score -796836.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -796838.062500 Penalty: 862.246826
	Iteration 27Q: 3 clusters Score -796838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -796838.312500 Penalty: 862.246826
	Iteration 28Q: 3 clusters Score -796838.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -796840.125000 Penalty: 862.246826
	Iteration 29Q: 3 clusters Score -796840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -796843.437500 Penalty: 862.246826
	Iteration 30Q: 3 clusters Score -796843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -796844.875000 Penalty: 862.246826
	Iteration 31Q: 3 clusters Score -796844.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -796848.625000 Penalty: 862.246826
	Iteration 32Q: 3 clusters Score -796848.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -796855.375000 Penalty: 862.246826
	Iteration 33Q: 3 clusters Score -796855.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -796863.937500 Penalty: 862.246826
	Iteration 34Q: 3 clusters Score -796863.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -796871.875000 Penalty: 862.246826
	Iteration 35Q: 3 clusters Score -796871.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -796879.562500 Penalty: 862.246826
	Iteration 36Q: 3 clusters Score -796879.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -796883.125000 Penalty: 862.246826
	Iteration 37Q: 3 clusters Score -796883.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -796889.375000 Penalty: 862.246826
	Iteration 38Q: 3 clusters Score -796889.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -796894.062500 Penalty: 862.246826
	Iteration 39Q: 3 clusters Score -796894.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -796900.062500 Penalty: 862.246826
	Iteration 40F: 3 clusters Score -796900.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -796905.250000 Penalty: 862.246826
	Iteration 41Q: 3 clusters Score -796905.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -796910.625000 Penalty: 862.246826
	Iteration 42Q: 3 clusters Score -796910.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -796916.062500 Penalty: 862.246826
	Iteration 43Q: 3 clusters Score -796916.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -796923.812500 Penalty: 862.246826
	Iteration 44Q: 3 clusters Score -796923.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -796927.062500 Penalty: 862.246826
	Iteration 45Q: 3 clusters Score -796927.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -796933.937500 Penalty: 862.246826
	Iteration 46Q: 3 clusters Score -796933.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -796938.687500 Penalty: 862.246826
	Iteration 47Q: 3 clusters Score -796938.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -796946.500000 Penalty: 862.246826
	Iteration 48Q: 3 clusters Score -796946.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -796951.812500 Penalty: 862.246826
	Iteration 49Q: 3 clusters Score -796951.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -796957.312500 Penalty: 862.246826
	Iteration 50Q: 3 clusters Score -796957.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -796961.625000 Penalty: 862.246826
	Iteration 51Q: 3 clusters Score -796961.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -796966.375000 Penalty: 862.246826
	Iteration 52Q: 3 clusters Score -796966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -796970.250000 Penalty: 862.246826
	Iteration 53Q: 3 clusters Score -796970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -796974.562500 Penalty: 862.246826
	Iteration 54Q: 3 clusters Score -796974.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -796978.000000 Penalty: 862.246826
	Iteration 55Q: 3 clusters Score -796978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -796984.562500 Penalty: 862.246826
	Iteration 56Q: 3 clusters Score -796984.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -796986.375000 Penalty: 862.246826
	Iteration 57Q: 3 clusters Score -796986.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -796991.000000 Penalty: 862.246826
	Iteration 58Q: 3 clusters Score -796991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -796994.687500 Penalty: 862.246826
	Iteration 59Q: 3 clusters Score -796994.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -796999.000000 Penalty: 862.246826
	Iteration 60F: 3 clusters Score -796999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -797003.812500 Penalty: 862.246826
	Iteration 61Q: 3 clusters Score -797003.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -797011.062500 Penalty: 862.246826
	Iteration 62Q: 3 clusters Score -797011.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -797018.312500 Penalty: 862.246826
	Iteration 63Q: 3 clusters Score -797018.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -797027.937500 Penalty: 862.246826
	Iteration 64Q: 3 clusters Score -797027.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -797033.625000 Penalty: 862.246826
	Iteration 65Q: 3 clusters Score -797033.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -797047.875000 Penalty: 862.246826
	Iteration 66Q: 3 clusters Score -797047.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -797064.000000 Penalty: 862.246826
	Iteration 67Q: 3 clusters Score -797064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -797080.937500 Penalty: 862.246826
	Iteration 68Q: 3 clusters Score -797080.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -797089.875000 Penalty: 862.246826
	Iteration 69Q: 3 clusters Score -797089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -797099.625000 Penalty: 862.246826
	Iteration 70Q: 3 clusters Score -797099.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -797106.250000 Penalty: 862.246826
	Iteration 71Q: 3 clusters Score -797106.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -797119.437500 Penalty: 862.246826
	Iteration 72Q: 3 clusters Score -797119.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -797128.125000 Penalty: 862.246826
	Iteration 73Q: 3 clusters Score -797128.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -797138.187500 Penalty: 862.246826
	Iteration 74Q: 3 clusters Score -797138.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -797148.625000 Penalty: 862.246826
	Iteration 75Q: 3 clusters Score -797148.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -797154.750000 Penalty: 862.246826
	Iteration 76Q: 3 clusters Score -797154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -797162.250000 Penalty: 862.246826
	Iteration 77Q: 3 clusters Score -797162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -797164.812500 Penalty: 862.246826
	Iteration 78Q: 3 clusters Score -797164.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -797169.187500 Penalty: 862.246826
	Iteration 79Q: 3 clusters Score -797169.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -797173.937500 Penalty: 862.246826
	Iteration 80F: 3 clusters Score -797173.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -797177.750000 Penalty: 862.246826
	Iteration 81Q: 3 clusters Score -797177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -797182.812500 Penalty: 862.246826
	Iteration 82Q: 3 clusters Score -797182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -797195.937500 Penalty: 862.246826
	Iteration 83Q: 3 clusters Score -797195.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -797214.062500 Penalty: 862.246826
	Iteration 84Q: 3 clusters Score -797214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -797221.250000 Penalty: 862.246826
	Iteration 85Q: 3 clusters Score -797221.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -797224.750000 Penalty: 862.246826
	Iteration 86Q: 3 clusters Score -797224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -797229.687500 Penalty: 862.246826
	Iteration 87Q: 3 clusters Score -797229.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -797233.437500 Penalty: 862.246826
	Iteration 88Q: 3 clusters Score -797233.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -797237.062500 Penalty: 862.246826
	Iteration 89Q: 3 clusters Score -797237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -797242.562500 Penalty: 862.246826
	Iteration 90Q: 3 clusters Score -797242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -797247.250000 Penalty: 862.246826
	Iteration 91Q: 3 clusters Score -797247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -797250.750000 Penalty: 862.246826
	Iteration 92Q: 3 clusters Score -797250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -797252.687500 Penalty: 862.246826
	Iteration 93Q: 3 clusters Score -797252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -797256.250000 Penalty: 862.246826
	Iteration 94Q: 3 clusters Score -797256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -797259.125000 Penalty: 862.246826
	Iteration 95Q: 3 clusters Score -797259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -797261.437500 Penalty: 862.246826
	Iteration 96Q: 3 clusters Score -797261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -797263.000000 Penalty: 862.246826
	Iteration 97Q: 3 clusters Score -797263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -797266.562500 Penalty: 862.246826
	Iteration 98Q: 3 clusters Score -797266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -797270.562500 Penalty: 862.246826
	Iteration 99Q: 3 clusters Score -797270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -797271.187500 Penalty: 862.246826
	Iteration 100F: 3 clusters Score -797271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -797274.437500 Penalty: 862.246826
	Iteration 101Q: 3 clusters Score -797274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -797276.437500 Penalty: 862.246826
	Iteration 102Q: 3 clusters Score -797276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -797280.687500 Penalty: 862.246826
	Iteration 103Q: 3 clusters Score -797280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -797286.500000 Penalty: 862.246826
	Iteration 104Q: 3 clusters Score -797286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -797287.437500 Penalty: 862.246826
	Iteration 105Q: 3 clusters Score -797287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -797288.437500 Penalty: 862.246826
	Iteration 106Q: 3 clusters Score -797288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -797287.687500 Penalty: 862.246826
	Iteration 107Q: 3 clusters Score -797287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -797288.312500 Penalty: 862.246826
	Iteration 108Q: 3 clusters Score -797288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -797289.875000 Penalty: 862.246826
	Iteration 109Q: 3 clusters Score -797289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -797290.000000 Penalty: 862.246826
	Iteration 110Q: 3 clusters Score -797290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -797290.000000 Penalty: 862.246826
	Iteration 111Q: 3 clusters Score -797290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -797290.000000 Penalty: 862.246826
	Iteration 112Q: 3 clusters Score -797290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -797290.687500 Penalty: 862.246826
	Iteration 113Q: 3 clusters Score -797290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -797291.125000 Penalty: 862.246826
	Iteration 114Q: 3 clusters Score -797291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -797292.375000 Penalty: 862.246826
	Iteration 115Q: 3 clusters Score -797292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -797291.750000 Penalty: 862.246826
	Iteration 116Q: 3 clusters Score -797291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -797292.437500 Penalty: 862.246826
	Iteration 117Q: 3 clusters Score -797292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -797292.437500 Penalty: 862.246826
	Iteration 118F: 3 clusters Score -797292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Entering Unmasked Estep 
Score: -5131379.500000 Penalty: 515.235535
	Iteration 0F: 2 clusters Score -5131380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5076488.000000 Penalty: 1030.471069
	Iteration 0F: 3 clusters Score -5076488 nChanged 40503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5101592.500000 Penalty: 1030.471069
	Iteration 1F: 3 clusters Score -5101592 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5103535.000000 Penalty: 1030.471069
	Iteration 2Q: 3 clusters Score -5103535 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -5106527.500000 Penalty: 1030.471069
	Iteration 3F: 3 clusters Score -5106528 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5110946.000000 Penalty: 1030.471069
	Iteration 4F: 3 clusters Score -5110946 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5115381.000000 Penalty: 1030.471069
	Iteration 5F: 3 clusters Score -5115381 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5117722.500000 Penalty: 1030.471069
	Iteration 6F: 3 clusters Score -5117722 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -5118528.500000 Penalty: 1030.471069
	Iteration 7Q: 3 clusters Score -5118528 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -5118809.500000 Penalty: 1030.471069
	Iteration 8Q: 3 clusters Score -5118810 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -5118998.500000 Penalty: 1030.471069
	Iteration 9Q: 3 clusters Score -5118998 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -5119067.000000 Penalty: 1030.471069
	Iteration 10Q: 3 clusters Score -5119067 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -5119185.500000 Penalty: 1030.471069
	Iteration 11Q: 3 clusters Score -5119186 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -5119313.000000 Penalty: 1030.471069
	Iteration 12Q: 3 clusters Score -5119313 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -5119478.000000 Penalty: 1030.471069
	Iteration 13Q: 3 clusters Score -5119478 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -5119628.000000 Penalty: 1030.471069
	Iteration 14Q: 3 clusters Score -5119628 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -5119811.000000 Penalty: 1030.471069
	Iteration 15Q: 3 clusters Score -5119811 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -5119992.500000 Penalty: 1030.471069
	Iteration 16Q: 3 clusters Score -5119992 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -5120200.000000 Penalty: 1030.471069
	Iteration 17Q: 3 clusters Score -5120200 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -5120455.000000 Penalty: 1030.471069
	Iteration 18Q: 3 clusters Score -5120455 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -5120645.500000 Penalty: 1030.471069
	Iteration 19Q: 3 clusters Score -5120646 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -5120863.500000 Penalty: 1030.471069
	Iteration 20F: 3 clusters Score -5120864 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -5121077.500000 Penalty: 1030.471069
	Iteration 21Q: 3 clusters Score -5121078 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -5121264.500000 Penalty: 1030.471069
	Iteration 22Q: 3 clusters Score -5121264 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -5121570.000000 Penalty: 1030.471069
	Iteration 23Q: 3 clusters Score -5121570 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -5121797.000000 Penalty: 1030.471069
	Iteration 24Q: 3 clusters Score -5121797 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -5122027.500000 Penalty: 1030.471069
	Iteration 25Q: 3 clusters Score -5122028 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -5122279.000000 Penalty: 1030.471069
	Iteration 26Q: 3 clusters Score -5122279 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -5122504.500000 Penalty: 1030.471069
	Iteration 27Q: 3 clusters Score -5122504 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -5122774.500000 Penalty: 1030.471069
	Iteration 28Q: 3 clusters Score -5122774 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -5122973.000000 Penalty: 1030.471069
	Iteration 29Q: 3 clusters Score -5122973 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -5123176.500000 Penalty: 1030.471069
	Iteration 30Q: 3 clusters Score -5123176 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -5123400.500000 Penalty: 1030.471069
	Iteration 31Q: 3 clusters Score -5123400 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -5123649.500000 Penalty: 1030.471069
	Iteration 32Q: 3 clusters Score -5123650 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -5123845.500000 Penalty: 1030.471069
	Iteration 33Q: 3 clusters Score -5123846 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -5123992.500000 Penalty: 1030.471069
	Iteration 34Q: 3 clusters Score -5123992 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -5124176.500000 Penalty: 1030.471069
	Iteration 35Q: 3 clusters Score -5124176 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -5124377.000000 Penalty: 1030.471069
	Iteration 36Q: 3 clusters Score -5124377 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -5124642.500000 Penalty: 1030.471069
	Iteration 37Q: 3 clusters Score -5124642 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -5124897.000000 Penalty: 1030.471069
	Iteration 38Q: 3 clusters Score -5124897 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -5125154.500000 Penalty: 1030.471069
	Iteration 39Q: 3 clusters Score -5125154 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -5125518.500000 Penalty: 1030.471069
	Iteration 40F: 3 clusters Score -5125518 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -5125886.000000 Penalty: 1030.471069
	Iteration 41Q: 3 clusters Score -5125886 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -5126244.000000 Penalty: 1030.471069
	Iteration 42Q: 3 clusters Score -5126244 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -5126800.500000 Penalty: 1030.471069
	Iteration 43Q: 3 clusters Score -5126800 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -5127385.500000 Penalty: 1030.471069
	Iteration 44Q: 3 clusters Score -5127386 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -5127939.500000 Penalty: 1030.471069
	Iteration 45Q: 3 clusters Score -5127940 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -5128483.500000 Penalty: 1030.471069
	Iteration 46Q: 3 clusters Score -5128484 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -5129129.000000 Penalty: 1030.471069
	Iteration 47Q: 3 clusters Score -5129129 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -5129589.500000 Penalty: 1030.471069
	Iteration 48Q: 3 clusters Score -5129590 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -5129988.500000 Penalty: 1030.471069
	Iteration 49Q: 3 clusters Score -5129988 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -5130265.500000 Penalty: 1030.471069
	Iteration 50Q: 3 clusters Score -5130266 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -5130414.500000 Penalty: 1030.471069
	Iteration 51Q: 3 clusters Score -5130414 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -5130526.000000 Penalty: 1030.471069
	Iteration 52Q: 3 clusters Score -5130526 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -5130627.000000 Penalty: 1030.471069
	Iteration 53Q: 3 clusters Score -5130627 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -5130733.500000 Penalty: 1030.471069
	Iteration 54Q: 3 clusters Score -5130734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -5130771.500000 Penalty: 1030.471069
	Iteration 55Q: 3 clusters Score -5130772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -5130832.000000 Penalty: 1030.471069
	Iteration 56Q: 3 clusters Score -5130832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -5130881.500000 Penalty: 1030.471069
	Iteration 57Q: 3 clusters Score -5130882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -5130904.000000 Penalty: 1030.471069
	Iteration 58Q: 3 clusters Score -5130904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -5130923.000000 Penalty: 1030.471069
	Iteration 59Q: 3 clusters Score -5130923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -5130928.500000 Penalty: 1030.471069
	Iteration 60F: 3 clusters Score -5130928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -5130929.500000 Penalty: 1030.471069
	Iteration 61Q: 3 clusters Score -5130930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -5130941.000000 Penalty: 1030.471069
	Iteration 62Q: 3 clusters Score -5130941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -5130955.500000 Penalty: 1030.471069
	Iteration 63Q: 3 clusters Score -5130956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -5130956.500000 Penalty: 1030.471069
	Iteration 64Q: 3 clusters Score -5130956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -5130955.000000 Penalty: 1030.471069
	Iteration 65Q: 3 clusters Score -5130955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -5130960.500000 Penalty: 1030.471069
	Iteration 66Q: 3 clusters Score -5130960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -5130958.000000 Penalty: 1030.471069
	Iteration 67Q: 3 clusters Score -5130958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -5130958.500000 Penalty: 1030.471069
	Iteration 68Q: 3 clusters Score -5130958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -5130964.000000 Penalty: 1030.471069
	Iteration 69Q: 3 clusters Score -5130964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -5130963.000000 Penalty: 1030.471069
	Iteration 70Q: 3 clusters Score -5130963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -5130962.000000 Penalty: 1030.471069
	Iteration 71Q: 3 clusters Score -5130962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -5130960.500000 Penalty: 1030.471069
	Iteration 72Q: 3 clusters Score -5130960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -5130966.500000 Penalty: 1030.471069
	Iteration 73Q: 3 clusters Score -5130966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -5130963.000000 Penalty: 1030.471069
	Iteration 74Q: 3 clusters Score -5130963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -5130969.500000 Penalty: 1030.471069
	Iteration 75Q: 3 clusters Score -5130970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -5130973.000000 Penalty: 1030.471069
	Iteration 76Q: 3 clusters Score -5130973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -5130976.500000 Penalty: 1030.471069
	Iteration 77Q: 3 clusters Score -5130976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -5130976.500000 Penalty: 1030.471069
	Iteration 78Q: 3 clusters Score -5130976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -5130976.500000 Penalty: 1030.471069
	Iteration 79F: 3 clusters Score -5130976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2268.295898 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2268.296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2315.875732 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2315.876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2334.533447 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -2334.533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2341.761719 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2341.762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2348.103760 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -2348.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2353.667969 Penalty: 389.176636
	Iteration 5Q: 3 clusters Score -2353.668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2353.667969 Penalty: 389.176636
	Iteration 6F: 3 clusters Score -2353.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -317091.093750 Penalty: 387.994049
	Iteration 0F: 2 clusters Score -317091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -313714.812500 Penalty: 775.988098
	Iteration 0F: 3 clusters Score -313714.8 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -314952.062500 Penalty: 775.988098
	Iteration 1F: 3 clusters Score -314952.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -315127.031250 Penalty: 775.988098
	Iteration 2F: 3 clusters Score -315127 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -315345.562500 Penalty: 775.988098
	Iteration 3F: 3 clusters Score -315345.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -315597.937500 Penalty: 775.988098
	Iteration 4F: 3 clusters Score -315597.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -315856.406250 Penalty: 775.988098
	Iteration 5F: 3 clusters Score -315856.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -316124.031250 Penalty: 775.988098
	Iteration 6F: 3 clusters Score -316124 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -316298.468750 Penalty: 775.988098
	Iteration 7Q: 3 clusters Score -316298.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -316428.968750 Penalty: 775.988098
	Iteration 8Q: 3 clusters Score -316429 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -316514.375000 Penalty: 775.988098
	Iteration 9Q: 3 clusters Score -316514.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -316588.000000 Penalty: 775.988098
	Iteration 10Q: 3 clusters Score -316588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -316662.906250 Penalty: 775.988098
	Iteration 11Q: 3 clusters Score -316662.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -316707.843750 Penalty: 775.988098
	Iteration 12Q: 3 clusters Score -316707.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -316728.375000 Penalty: 775.988098
	Iteration 13Q: 3 clusters Score -316728.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -316742.437500 Penalty: 775.988098
	Iteration 14Q: 3 clusters Score -316742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -316748.125000 Penalty: 775.988098
	Iteration 15Q: 3 clusters Score -316748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -316754.093750 Penalty: 775.988098
	Iteration 16Q: 3 clusters Score -316754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -316756.625000 Penalty: 775.988098
	Iteration 17Q: 3 clusters Score -316756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -316758.750000 Penalty: 775.988098
	Iteration 18Q: 3 clusters Score -316758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -316760.406250 Penalty: 775.988098
	Iteration 19Q: 3 clusters Score -316760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -316763.812500 Penalty: 775.988098
	Iteration 20F: 3 clusters Score -316763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -316767.000000 Penalty: 775.988098
	Iteration 21Q: 3 clusters Score -316767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -316767.000000 Penalty: 775.988098
	Iteration 22F: 3 clusters Score -316767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Entering Unmasked Estep 
Score: -4945478.500000 Penalty: 512.753662
	Iteration 0F: 2 clusters Score -4945478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4893280.000000 Penalty: 1025.507324
	Iteration 0F: 3 clusters Score -4893280 nChanged 38070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4915976.500000 Penalty: 1025.507324
	Iteration 1F: 3 clusters Score -4915976 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -4916974.000000 Penalty: 1025.507324
	Iteration 2Q: 3 clusters Score -4916974 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -4918898.000000 Penalty: 1025.507324
	Iteration 3F: 3 clusters Score -4918898 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -4922476.500000 Penalty: 1025.507324
	Iteration 4F: 3 clusters Score -4922476 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -4928482.500000 Penalty: 1025.507324
	Iteration 5F: 3 clusters Score -4928482 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -4936232.000000 Penalty: 1025.507324
	Iteration 6F: 3 clusters Score -4936232 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -4942493.500000 Penalty: 1025.507324
	Iteration 7F: 3 clusters Score -4942494 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -4944498.000000 Penalty: 1025.507324
	Iteration 8Q: 3 clusters Score -4944498 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -4944871.000000 Penalty: 1025.507324
	Iteration 9Q: 3 clusters Score -4944871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -4944998.000000 Penalty: 1025.507324
	Iteration 10Q: 3 clusters Score -4944998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -4945022.000000 Penalty: 1025.507324
	Iteration 11Q: 3 clusters Score -4945022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -4945029.000000 Penalty: 1025.507324
	Iteration 12Q: 3 clusters Score -4945029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -4945035.000000 Penalty: 1025.507324
	Iteration 13Q: 3 clusters Score -4945035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -4945038.000000 Penalty: 1025.507324
	Iteration 14Q: 3 clusters Score -4945038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -4945039.000000 Penalty: 1025.507324
	Iteration 15F: 3 clusters Score -4945039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -4945041.000000 Penalty: 1025.507324
	Iteration 16Q: 3 clusters Score -4945041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -4945040.500000 Penalty: 1025.507324
	Iteration 17Q: 3 clusters Score -4945040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -4945040.500000 Penalty: 1025.507324
	Iteration 18F: 3 clusters Score -4945040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4323.065918 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4323.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4150.968750 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4150.969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4227.701172 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4227.701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4247.592285 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4247.592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4257.844238 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4257.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4258.329102 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4258.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4260.467773 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -4260.468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4262.815918 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -4262.816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4264.411133 Penalty: 424.372986
	Iteration 7Q: 3 clusters Score -4264.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4267.902832 Penalty: 424.372986
	Iteration 8Q: 3 clusters Score -4267.903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4268.752441 Penalty: 424.372986
	Iteration 9Q: 3 clusters Score -4268.752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4268.752441 Penalty: 424.372986
	Iteration 10F: 3 clusters Score -4268.752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Entering Unmasked Estep 
Score: -3632189.000000 Penalty: 499.591095
	Iteration 0F: 2 clusters Score -3632189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3592611.500000 Penalty: 999.182190
	Iteration 0F: 3 clusters Score -3592612 nChanged 28608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3609671.250000 Penalty: 999.182190
	Iteration 1F: 3 clusters Score -3609671 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3610026.000000 Penalty: 999.182190
	Iteration 2Q: 3 clusters Score -3610026 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3610491.250000 Penalty: 999.182190
	Iteration 3Q: 3 clusters Score -3610491 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3611154.250000 Penalty: 999.182190
	Iteration 4Q: 3 clusters Score -3611154 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3612329.500000 Penalty: 999.182190
	Iteration 5Q: 3 clusters Score -3612330 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3614258.250000 Penalty: 999.182190
	Iteration 6F: 3 clusters Score -3614258 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3617052.000000 Penalty: 999.182190
	Iteration 7F: 3 clusters Score -3617052 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3619928.250000 Penalty: 999.182190
	Iteration 8F: 3 clusters Score -3619928 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -3621452.750000 Penalty: 999.182190
	Iteration 9F: 3 clusters Score -3621453 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3621983.000000 Penalty: 999.182190
	Iteration 10Q: 3 clusters Score -3621983 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -3622225.000000 Penalty: 999.182190
	Iteration 11Q: 3 clusters Score -3622225 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -3622425.500000 Penalty: 999.182190
	Iteration 12Q: 3 clusters Score -3622426 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -3622680.000000 Penalty: 999.182190
	Iteration 13Q: 3 clusters Score -3622680 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3622994.250000 Penalty: 999.182190
	Iteration 14Q: 3 clusters Score -3622994 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3623367.750000 Penalty: 999.182190
	Iteration 15Q: 3 clusters Score -3623368 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -3623749.500000 Penalty: 999.182190
	Iteration 16Q: 3 clusters Score -3623750 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3624133.750000 Penalty: 999.182190
	Iteration 17Q: 3 clusters Score -3624134 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -3624518.250000 Penalty: 999.182190
	Iteration 18Q: 3 clusters Score -3624518 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3624889.000000 Penalty: 999.182190
	Iteration 19Q: 3 clusters Score -3624889 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -3625251.000000 Penalty: 999.182190
	Iteration 20F: 3 clusters Score -3625251 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -3625652.500000 Penalty: 999.182190
	Iteration 21Q: 3 clusters Score -3625652 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -3625999.250000 Penalty: 999.182190
	Iteration 22Q: 3 clusters Score -3625999 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -3626359.250000 Penalty: 999.182190
	Iteration 23Q: 3 clusters Score -3626359 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -3626666.750000 Penalty: 999.182190
	Iteration 24Q: 3 clusters Score -3626667 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -3626880.250000 Penalty: 999.182190
	Iteration 25Q: 3 clusters Score -3626880 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -3627094.500000 Penalty: 999.182190
	Iteration 26Q: 3 clusters Score -3627094 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -3627278.000000 Penalty: 999.182190
	Iteration 27Q: 3 clusters Score -3627278 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -3627473.250000 Penalty: 999.182190
	Iteration 28Q: 3 clusters Score -3627473 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -3627606.250000 Penalty: 999.182190
	Iteration 29Q: 3 clusters Score -3627606 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -3627741.500000 Penalty: 999.182190
	Iteration 30Q: 3 clusters Score -3627742 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -3627868.750000 Penalty: 999.182190
	Iteration 31Q: 3 clusters Score -3627869 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -3627968.500000 Penalty: 999.182190
	Iteration 32Q: 3 clusters Score -3627968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -3628036.500000 Penalty: 999.182190
	Iteration 33Q: 3 clusters Score -3628036 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -3628115.000000 Penalty: 999.182190
	Iteration 34Q: 3 clusters Score -3628115 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -3628174.000000 Penalty: 999.182190
	Iteration 35Q: 3 clusters Score -3628174 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -3628218.250000 Penalty: 999.182190
	Iteration 36Q: 3 clusters Score -3628218 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -3628268.000000 Penalty: 999.182190
	Iteration 37Q: 3 clusters Score -3628268 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -3628334.750000 Penalty: 999.182190
	Iteration 38Q: 3 clusters Score -3628335 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -3628373.250000 Penalty: 999.182190
	Iteration 39Q: 3 clusters Score -3628373 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -3628380.750000 Penalty: 999.182190
	Iteration 40F: 3 clusters Score -3628381 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -3628407.250000 Penalty: 999.182190
	Iteration 41Q: 3 clusters Score -3628407 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -3628443.500000 Penalty: 999.182190
	Iteration 42Q: 3 clusters Score -3628444 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -3628468.000000 Penalty: 999.182190
	Iteration 43Q: 3 clusters Score -3628468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -3628492.250000 Penalty: 999.182190
	Iteration 44Q: 3 clusters Score -3628492 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -3628505.250000 Penalty: 999.182190
	Iteration 45Q: 3 clusters Score -3628505 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -3628532.000000 Penalty: 999.182190
	Iteration 46Q: 3 clusters Score -3628532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -3628558.500000 Penalty: 999.182190
	Iteration 47Q: 3 clusters Score -3628558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -3628581.000000 Penalty: 999.182190
	Iteration 48Q: 3 clusters Score -3628581 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -3628617.250000 Penalty: 999.182190
	Iteration 49Q: 3 clusters Score -3628617 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -3628652.000000 Penalty: 999.182190
	Iteration 50Q: 3 clusters Score -3628652 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -3628682.750000 Penalty: 999.182190
	Iteration 51Q: 3 clusters Score -3628683 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -3628709.250000 Penalty: 999.182190
	Iteration 52Q: 3 clusters Score -3628709 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -3628745.750000 Penalty: 999.182190
	Iteration 53Q: 3 clusters Score -3628746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -3628796.500000 Penalty: 999.182190
	Iteration 54Q: 3 clusters Score -3628796 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -3628849.500000 Penalty: 999.182190
	Iteration 55Q: 3 clusters Score -3628850 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -3628921.250000 Penalty: 999.182190
	Iteration 56Q: 3 clusters Score -3628921 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -3628988.250000 Penalty: 999.182190
	Iteration 57Q: 3 clusters Score -3628988 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -3629065.000000 Penalty: 999.182190
	Iteration 58Q: 3 clusters Score -3629065 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -3629153.250000 Penalty: 999.182190
	Iteration 59Q: 3 clusters Score -3629153 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -3629250.250000 Penalty: 999.182190
	Iteration 60F: 3 clusters Score -3629250 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -3629361.750000 Penalty: 999.182190
	Iteration 61Q: 3 clusters Score -3629362 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -3629491.750000 Penalty: 999.182190
	Iteration 62Q: 3 clusters Score -3629492 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -3629621.000000 Penalty: 999.182190
	Iteration 63Q: 3 clusters Score -3629621 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -3629752.250000 Penalty: 999.182190
	Iteration 64Q: 3 clusters Score -3629752 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -3629957.000000 Penalty: 999.182190
	Iteration 65Q: 3 clusters Score -3629957 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -3630184.750000 Penalty: 999.182190
	Iteration 66Q: 3 clusters Score -3630185 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -3630366.250000 Penalty: 999.182190
	Iteration 67Q: 3 clusters Score -3630366 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -3630509.250000 Penalty: 999.182190
	Iteration 68Q: 3 clusters Score -3630509 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -3630669.000000 Penalty: 999.182190
	Iteration 69Q: 3 clusters Score -3630669 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -3630814.750000 Penalty: 999.182190
	Iteration 70Q: 3 clusters Score -3630815 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -3630968.250000 Penalty: 999.182190
	Iteration 71Q: 3 clusters Score -3630968 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -3631107.000000 Penalty: 999.182190
	Iteration 72Q: 3 clusters Score -3631107 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -3631253.500000 Penalty: 999.182190
	Iteration 73Q: 3 clusters Score -3631254 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -3631387.250000 Penalty: 999.182190
	Iteration 74Q: 3 clusters Score -3631387 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -3631499.500000 Penalty: 999.182190
	Iteration 75Q: 3 clusters Score -3631500 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -3631560.750000 Penalty: 999.182190
	Iteration 76Q: 3 clusters Score -3631561 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -3631612.000000 Penalty: 999.182190
	Iteration 77Q: 3 clusters Score -3631612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -3631652.250000 Penalty: 999.182190
	Iteration 78Q: 3 clusters Score -3631652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -3631681.250000 Penalty: 999.182190
	Iteration 79Q: 3 clusters Score -3631681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -3631705.750000 Penalty: 999.182190
	Iteration 80F: 3 clusters Score -3631706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -3631720.000000 Penalty: 999.182190
	Iteration 81Q: 3 clusters Score -3631720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -3631735.250000 Penalty: 999.182190
	Iteration 82Q: 3 clusters Score -3631735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -3631742.250000 Penalty: 999.182190
	Iteration 83Q: 3 clusters Score -3631742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -3631749.250000 Penalty: 999.182190
	Iteration 84Q: 3 clusters Score -3631749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -3631749.500000 Penalty: 999.182190
	Iteration 85Q: 3 clusters Score -3631750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -3631748.000000 Penalty: 999.182190
	Iteration 86Q: 3 clusters Score -3631748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -3631751.750000 Penalty: 999.182190
	Iteration 87Q: 3 clusters Score -3631752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -3631753.250000 Penalty: 999.182190
	Iteration 88Q: 3 clusters Score -3631753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -3631755.250000 Penalty: 999.182190
	Iteration 89Q: 3 clusters Score -3631755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -3631758.750000 Penalty: 999.182190
	Iteration 90Q: 3 clusters Score -3631759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -3631760.000000 Penalty: 999.182190
	Iteration 91Q: 3 clusters Score -3631760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -3631763.000000 Penalty: 999.182190
	Iteration 92Q: 3 clusters Score -3631763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -3631770.000000 Penalty: 999.182190
	Iteration 93Q: 3 clusters Score -3631770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -3631769.250000 Penalty: 999.182190
	Iteration 94Q: 3 clusters Score -3631769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -3631773.000000 Penalty: 999.182190
	Iteration 95Q: 3 clusters Score -3631773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -3631770.750000 Penalty: 999.182190
	Iteration 96Q: 3 clusters Score -3631771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -3631771.250000 Penalty: 999.182190
	Iteration 97Q: 3 clusters Score -3631771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -3631772.750000 Penalty: 999.182190
	Iteration 98Q: 3 clusters Score -3631773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -3631771.500000 Penalty: 999.182190
	Iteration 99Q: 3 clusters Score -3631772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -3631774.500000 Penalty: 999.182190
	Iteration 100F: 3 clusters Score -3631774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -3631776.000000 Penalty: 999.182190
	Iteration 101Q: 3 clusters Score -3631776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -3631778.000000 Penalty: 999.182190
	Iteration 102Q: 3 clusters Score -3631778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -3631778.250000 Penalty: 999.182190
	Iteration 103Q: 3 clusters Score -3631778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -3631781.250000 Penalty: 999.182190
	Iteration 104Q: 3 clusters Score -3631781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -3631781.250000 Penalty: 999.182190
	Iteration 105Q: 3 clusters Score -3631781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -3631779.750000 Penalty: 999.182190
	Iteration 106Q: 3 clusters Score -3631780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -3631780.000000 Penalty: 999.182190
	Iteration 107Q: 3 clusters Score -3631780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -3631781.500000 Penalty: 999.182190
	Iteration 108Q: 3 clusters Score -3631782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -3631780.750000 Penalty: 999.182190
	Iteration 109Q: 3 clusters Score -3631781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -3631781.250000 Penalty: 999.182190
	Iteration 110Q: 3 clusters Score -3631781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -3631780.250000 Penalty: 999.182190
	Iteration 111Q: 3 clusters Score -3631780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -3631783.500000 Penalty: 999.182190
	Iteration 112Q: 3 clusters Score -3631784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -3631784.250000 Penalty: 999.182190
	Iteration 113Q: 3 clusters Score -3631784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -3631784.250000 Penalty: 999.182190
	Iteration 114F: 3 clusters Score -3631784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Entering Unmasked Estep 
Score: -928562.437500 Penalty: 439.014008
	Iteration 0F: 2 clusters Score -928562.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -918292.062500 Penalty: 878.028015
	Iteration 0F: 3 clusters Score -918292.1 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -922338.000000 Penalty: 878.028015
	Iteration 1F: 3 clusters Score -922338 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -922596.687500 Penalty: 878.028015
	Iteration 2Q: 3 clusters Score -922596.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -922980.562500 Penalty: 878.028015
	Iteration 3F: 3 clusters Score -922980.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -923562.875000 Penalty: 878.028015
	Iteration 4F: 3 clusters Score -923562.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -924401.312500 Penalty: 878.028015
	Iteration 5F: 3 clusters Score -924401.3 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -925472.312500 Penalty: 878.028015
	Iteration 6F: 3 clusters Score -925472.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -926477.125000 Penalty: 878.028015
	Iteration 7F: 3 clusters Score -926477.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -927096.312500 Penalty: 878.028015
	Iteration 8Q: 3 clusters Score -927096.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -927490.875000 Penalty: 878.028015
	Iteration 9Q: 3 clusters Score -927490.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -927733.375000 Penalty: 878.028015
	Iteration 10Q: 3 clusters Score -927733.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -927874.187500 Penalty: 878.028015
	Iteration 11Q: 3 clusters Score -927874.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -927969.937500 Penalty: 878.028015
	Iteration 12Q: 3 clusters Score -927969.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -928046.312500 Penalty: 878.028015
	Iteration 13Q: 3 clusters Score -928046.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -928093.812500 Penalty: 878.028015
	Iteration 14Q: 3 clusters Score -928093.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -928119.062500 Penalty: 878.028015
	Iteration 15Q: 3 clusters Score -928119.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -928141.437500 Penalty: 878.028015
	Iteration 16Q: 3 clusters Score -928141.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -928158.562500 Penalty: 878.028015
	Iteration 17Q: 3 clusters Score -928158.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -928181.250000 Penalty: 878.028015
	Iteration 18Q: 3 clusters Score -928181.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -928197.750000 Penalty: 878.028015
	Iteration 19Q: 3 clusters Score -928197.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -928212.312500 Penalty: 878.028015
	Iteration 20F: 3 clusters Score -928212.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -928222.812500 Penalty: 878.028015
	Iteration 21Q: 3 clusters Score -928222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -928224.500000 Penalty: 878.028015
	Iteration 22Q: 3 clusters Score -928224.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -928231.625000 Penalty: 878.028015
	Iteration 23Q: 3 clusters Score -928231.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -928236.875000 Penalty: 878.028015
	Iteration 24Q: 3 clusters Score -928236.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -928243.687500 Penalty: 878.028015
	Iteration 25Q: 3 clusters Score -928243.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -928246.750000 Penalty: 878.028015
	Iteration 26Q: 3 clusters Score -928246.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -928251.500000 Penalty: 878.028015
	Iteration 27Q: 3 clusters Score -928251.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -928252.500000 Penalty: 878.028015
	Iteration 28Q: 3 clusters Score -928252.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -928251.812500 Penalty: 878.028015
	Iteration 29Q: 3 clusters Score -928251.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -928252.437500 Penalty: 878.028015
	Iteration 30Q: 3 clusters Score -928252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -928254.125000 Penalty: 878.028015
	Iteration 31Q: 3 clusters Score -928254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -928257.437500 Penalty: 878.028015
	Iteration 32Q: 3 clusters Score -928257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -928257.562500 Penalty: 878.028015
	Iteration 33Q: 3 clusters Score -928257.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -928258.562500 Penalty: 878.028015
	Iteration 34Q: 3 clusters Score -928258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -928261.437500 Penalty: 878.028015
	Iteration 35Q: 3 clusters Score -928261.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -928262.312500 Penalty: 878.028015
	Iteration 36Q: 3 clusters Score -928262.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -928263.562500 Penalty: 878.028015
	Iteration 37Q: 3 clusters Score -928263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -928265.500000 Penalty: 878.028015
	Iteration 38Q: 3 clusters Score -928265.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -928268.125000 Penalty: 878.028015
	Iteration 39Q: 3 clusters Score -928268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -928268.937500 Penalty: 878.028015
	Iteration 40F: 3 clusters Score -928268.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -928269.625000 Penalty: 878.028015
	Iteration 41Q: 3 clusters Score -928269.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -928272.812500 Penalty: 878.028015
	Iteration 42Q: 3 clusters Score -928272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -928274.312500 Penalty: 878.028015
	Iteration 43Q: 3 clusters Score -928274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -928274.875000 Penalty: 878.028015
	Iteration 44Q: 3 clusters Score -928274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -928273.625000 Penalty: 878.028015
	Iteration 45Q: 3 clusters Score -928273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -928273.062500 Penalty: 878.028015
	Iteration 46Q: 3 clusters Score -928273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -928273.437500 Penalty: 878.028015
	Iteration 47Q: 3 clusters Score -928273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -928274.812500 Penalty: 878.028015
	Iteration 48Q: 3 clusters Score -928274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -928275.062500 Penalty: 878.028015
	Iteration 49Q: 3 clusters Score -928275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -928274.687500 Penalty: 878.028015
	Iteration 50Q: 3 clusters Score -928274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -928273.937500 Penalty: 878.028015
	Iteration 51Q: 3 clusters Score -928273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -928274.812500 Penalty: 878.028015
	Iteration 52Q: 3 clusters Score -928274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -928274.062500 Penalty: 878.028015
	Iteration 53Q: 3 clusters Score -928274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -928274.812500 Penalty: 878.028015
	Iteration 54Q: 3 clusters Score -928274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -928274.187500 Penalty: 878.028015
	Iteration 55Q: 3 clusters Score -928274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -928276.750000 Penalty: 878.028015
	Iteration 56Q: 3 clusters Score -928276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -928281.000000 Penalty: 878.028015
	Iteration 57Q: 3 clusters Score -928281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -928280.125000 Penalty: 878.028015
	Iteration 58Q: 3 clusters Score -928280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -928281.437500 Penalty: 878.028015
	Iteration 59Q: 3 clusters Score -928281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -928279.750000 Penalty: 878.028015
	Iteration 60F: 3 clusters Score -928279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -928280.000000 Penalty: 878.028015
	Iteration 61Q: 3 clusters Score -928280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -928280.000000 Penalty: 878.028015
	Iteration 62F: 3 clusters Score -928280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -100851.890625 Penalty: 339.998779
	Iteration 0F: 2 clusters Score -100851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -99576.375000 Penalty: 679.997559
	Iteration 0F: 3 clusters Score -99576.38 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -100220.148438 Penalty: 679.997559
	Iteration 1F: 3 clusters Score -100220.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -100449.546875 Penalty: 679.997559
	Iteration 2F: 3 clusters Score -100449.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -100593.125000 Penalty: 679.997559
	Iteration 3F: 3 clusters Score -100593.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -100694.937500 Penalty: 679.997559
	Iteration 4F: 3 clusters Score -100694.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -100751.578125 Penalty: 679.997559
	Iteration 5Q: 3 clusters Score -100751.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -100772.601562 Penalty: 679.997559
	Iteration 6Q: 3 clusters Score -100772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -100780.984375 Penalty: 679.997559
	Iteration 7Q: 3 clusters Score -100781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -100783.804688 Penalty: 679.997559
	Iteration 8Q: 3 clusters Score -100783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -100786.734375 Penalty: 679.997559
	Iteration 9Q: 3 clusters Score -100786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -100789.132812 Penalty: 679.997559
	Iteration 10Q: 3 clusters Score -100789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -100790.476562 Penalty: 679.997559
	Iteration 11Q: 3 clusters Score -100790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -100791.515625 Penalty: 679.997559
	Iteration 12Q: 3 clusters Score -100791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -100792.960938 Penalty: 679.997559
	Iteration 13Q: 3 clusters Score -100793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -100793.750000 Penalty: 679.997559
	Iteration 14Q: 3 clusters Score -100793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -100795.203125 Penalty: 679.997559
	Iteration 15Q: 3 clusters Score -100795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -100796.390625 Penalty: 679.997559
	Iteration 16Q: 3 clusters Score -100796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -100797.140625 Penalty: 679.997559
	Iteration 17Q: 3 clusters Score -100797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -100798.398438 Penalty: 679.997559
	Iteration 18Q: 3 clusters Score -100798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -100799.218750 Penalty: 679.997559
	Iteration 19Q: 3 clusters Score -100799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -100802.281250 Penalty: 679.997559
	Iteration 20F: 3 clusters Score -100802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -100805.460938 Penalty: 679.997559
	Iteration 21Q: 3 clusters Score -100805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -100806.078125 Penalty: 679.997559
	Iteration 22Q: 3 clusters Score -100806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -100806.820312 Penalty: 679.997559
	Iteration 23Q: 3 clusters Score -100806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -100807.078125 Penalty: 679.997559
	Iteration 24Q: 3 clusters Score -100807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -100807.078125 Penalty: 679.997559
	Iteration 25F: 3 clusters Score -100807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Entering Unmasked Estep 
Score: -1513119.000000 Penalty: 457.420593
	Iteration 0F: 2 clusters Score -1513119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1497708.625000 Penalty: 914.841187
	Iteration 0F: 3 clusters Score -1497709 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1503995.750000 Penalty: 914.841187
	Iteration 1F: 3 clusters Score -1503996 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1504202.500000 Penalty: 914.841187
	Iteration 2Q: 3 clusters Score -1504202 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1504485.750000 Penalty: 914.841187
	Iteration 3Q: 3 clusters Score -1504486 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1504921.625000 Penalty: 914.841187
	Iteration 4Q: 3 clusters Score -1504922 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1505609.750000 Penalty: 914.841187
	Iteration 5Q: 3 clusters Score -1505610 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1506636.625000 Penalty: 914.841187
	Iteration 6F: 3 clusters Score -1506637 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1507661.375000 Penalty: 914.841187
	Iteration 7F: 3 clusters Score -1507661 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1508334.500000 Penalty: 914.841187
	Iteration 8F: 3 clusters Score -1508334 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1508623.000000 Penalty: 914.841187
	Iteration 9Q: 3 clusters Score -1508623 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1508728.625000 Penalty: 914.841187
	Iteration 10Q: 3 clusters Score -1508729 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1508790.500000 Penalty: 914.841187
	Iteration 11Q: 3 clusters Score -1508790 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1508845.250000 Penalty: 914.841187
	Iteration 12Q: 3 clusters Score -1508845 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1508899.500000 Penalty: 914.841187
	Iteration 13Q: 3 clusters Score -1508900 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1508966.375000 Penalty: 914.841187
	Iteration 14Q: 3 clusters Score -1508966 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1509027.625000 Penalty: 914.841187
	Iteration 15Q: 3 clusters Score -1509028 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1509086.750000 Penalty: 914.841187
	Iteration 16Q: 3 clusters Score -1509087 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1509151.250000 Penalty: 914.841187
	Iteration 17Q: 3 clusters Score -1509151 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1509213.625000 Penalty: 914.841187
	Iteration 18Q: 3 clusters Score -1509214 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1509268.375000 Penalty: 914.841187
	Iteration 19Q: 3 clusters Score -1509268 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1509348.375000 Penalty: 914.841187
	Iteration 20F: 3 clusters Score -1509348 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1509430.500000 Penalty: 914.841187
	Iteration 21Q: 3 clusters Score -1509430 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1509523.000000 Penalty: 914.841187
	Iteration 22Q: 3 clusters Score -1509523 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1509624.000000 Penalty: 914.841187
	Iteration 23Q: 3 clusters Score -1509624 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1509732.625000 Penalty: 914.841187
	Iteration 24Q: 3 clusters Score -1509733 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1509843.125000 Penalty: 914.841187
	Iteration 25Q: 3 clusters Score -1509843 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1509961.875000 Penalty: 914.841187
	Iteration 26Q: 3 clusters Score -1509962 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1510109.750000 Penalty: 914.841187
	Iteration 27Q: 3 clusters Score -1510110 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1510278.375000 Penalty: 914.841187
	Iteration 28Q: 3 clusters Score -1510278 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1510438.125000 Penalty: 914.841187
	Iteration 29Q: 3 clusters Score -1510438 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1510610.125000 Penalty: 914.841187
	Iteration 30Q: 3 clusters Score -1510610 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1510777.000000 Penalty: 914.841187
	Iteration 31Q: 3 clusters Score -1510777 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1510907.625000 Penalty: 914.841187
	Iteration 32Q: 3 clusters Score -1510908 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1511020.500000 Penalty: 914.841187
	Iteration 33Q: 3 clusters Score -1511020 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1511103.000000 Penalty: 914.841187
	Iteration 34Q: 3 clusters Score -1511103 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1511172.750000 Penalty: 914.841187
	Iteration 35Q: 3 clusters Score -1511173 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1511222.750000 Penalty: 914.841187
	Iteration 36Q: 3 clusters Score -1511223 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1511251.875000 Penalty: 914.841187
	Iteration 37Q: 3 clusters Score -1511252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1511289.250000 Penalty: 914.841187
	Iteration 38Q: 3 clusters Score -1511289 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1511313.875000 Penalty: 914.841187
	Iteration 39Q: 3 clusters Score -1511314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1511358.250000 Penalty: 914.841187
	Iteration 40F: 3 clusters Score -1511358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1511386.250000 Penalty: 914.841187
	Iteration 41Q: 3 clusters Score -1511386 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1511416.625000 Penalty: 914.841187
	Iteration 42Q: 3 clusters Score -1511417 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1511444.750000 Penalty: 914.841187
	Iteration 43Q: 3 clusters Score -1511445 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1511476.000000 Penalty: 914.841187
	Iteration 44Q: 3 clusters Score -1511476 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1511498.125000 Penalty: 914.841187
	Iteration 45Q: 3 clusters Score -1511498 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1511526.750000 Penalty: 914.841187
	Iteration 46Q: 3 clusters Score -1511527 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1511568.500000 Penalty: 914.841187
	Iteration 47Q: 3 clusters Score -1511568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1511585.125000 Penalty: 914.841187
	Iteration 48Q: 3 clusters Score -1511585 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1511602.125000 Penalty: 914.841187
	Iteration 49Q: 3 clusters Score -1511602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1511628.000000 Penalty: 914.841187
	Iteration 50Q: 3 clusters Score -1511628 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1511643.750000 Penalty: 914.841187
	Iteration 51Q: 3 clusters Score -1511644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1511651.750000 Penalty: 914.841187
	Iteration 52Q: 3 clusters Score -1511652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1511665.500000 Penalty: 914.841187
	Iteration 53Q: 3 clusters Score -1511666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1511683.250000 Penalty: 914.841187
	Iteration 54Q: 3 clusters Score -1511683 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1511697.375000 Penalty: 914.841187
	Iteration 55Q: 3 clusters Score -1511697 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1511712.500000 Penalty: 914.841187
	Iteration 56Q: 3 clusters Score -1511712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1511733.500000 Penalty: 914.841187
	Iteration 57Q: 3 clusters Score -1511734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1511744.000000 Penalty: 914.841187
	Iteration 58Q: 3 clusters Score -1511744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1511763.000000 Penalty: 914.841187
	Iteration 59Q: 3 clusters Score -1511763 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1511780.000000 Penalty: 914.841187
	Iteration 60F: 3 clusters Score -1511780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1511799.625000 Penalty: 914.841187
	Iteration 61Q: 3 clusters Score -1511800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1511815.875000 Penalty: 914.841187
	Iteration 62Q: 3 clusters Score -1511816 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1511837.250000 Penalty: 914.841187
	Iteration 63Q: 3 clusters Score -1511837 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1511857.750000 Penalty: 914.841187
	Iteration 64Q: 3 clusters Score -1511858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1511885.875000 Penalty: 914.841187
	Iteration 65Q: 3 clusters Score -1511886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1511902.250000 Penalty: 914.841187
	Iteration 66Q: 3 clusters Score -1511902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1511920.125000 Penalty: 914.841187
	Iteration 67Q: 3 clusters Score -1511920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1511949.625000 Penalty: 914.841187
	Iteration 68Q: 3 clusters Score -1511950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1511974.125000 Penalty: 914.841187
	Iteration 69Q: 3 clusters Score -1511974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1512002.750000 Penalty: 914.841187
	Iteration 70Q: 3 clusters Score -1512003 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1512042.125000 Penalty: 914.841187
	Iteration 71Q: 3 clusters Score -1512042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1512083.750000 Penalty: 914.841187
	Iteration 72Q: 3 clusters Score -1512084 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1512120.875000 Penalty: 914.841187
	Iteration 73Q: 3 clusters Score -1512121 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1512174.750000 Penalty: 914.841187
	Iteration 74Q: 3 clusters Score -1512175 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1512223.000000 Penalty: 914.841187
	Iteration 75Q: 3 clusters Score -1512223 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1512269.125000 Penalty: 914.841187
	Iteration 76Q: 3 clusters Score -1512269 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1512310.000000 Penalty: 914.841187
	Iteration 77Q: 3 clusters Score -1512310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1512358.375000 Penalty: 914.841187
	Iteration 78Q: 3 clusters Score -1512358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1512427.875000 Penalty: 914.841187
	Iteration 79Q: 3 clusters Score -1512428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1512483.125000 Penalty: 914.841187
	Iteration 80F: 3 clusters Score -1512483 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1512528.125000 Penalty: 914.841187
	Iteration 81Q: 3 clusters Score -1512528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1512560.500000 Penalty: 914.841187
	Iteration 82Q: 3 clusters Score -1512560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1512584.250000 Penalty: 914.841187
	Iteration 83Q: 3 clusters Score -1512584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1512604.000000 Penalty: 914.841187
	Iteration 84Q: 3 clusters Score -1512604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1512637.750000 Penalty: 914.841187
	Iteration 85Q: 3 clusters Score -1512638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1512667.375000 Penalty: 914.841187
	Iteration 86Q: 3 clusters Score -1512667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1512686.500000 Penalty: 914.841187
	Iteration 87Q: 3 clusters Score -1512686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1512710.125000 Penalty: 914.841187
	Iteration 88Q: 3 clusters Score -1512710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1512721.750000 Penalty: 914.841187
	Iteration 89Q: 3 clusters Score -1512722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1512735.375000 Penalty: 914.841187
	Iteration 90Q: 3 clusters Score -1512735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1512755.000000 Penalty: 914.841187
	Iteration 91Q: 3 clusters Score -1512755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1512774.875000 Penalty: 914.841187
	Iteration 92Q: 3 clusters Score -1512775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1512785.875000 Penalty: 914.841187
	Iteration 93Q: 3 clusters Score -1512786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1512794.875000 Penalty: 914.841187
	Iteration 94Q: 3 clusters Score -1512795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1512807.000000 Penalty: 914.841187
	Iteration 95Q: 3 clusters Score -1512807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1512819.250000 Penalty: 914.841187
	Iteration 96Q: 3 clusters Score -1512819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1512832.125000 Penalty: 914.841187
	Iteration 97Q: 3 clusters Score -1512832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1512836.625000 Penalty: 914.841187
	Iteration 98Q: 3 clusters Score -1512837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1512841.500000 Penalty: 914.841187
	Iteration 99Q: 3 clusters Score -1512842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1512843.750000 Penalty: 914.841187
	Iteration 100F: 3 clusters Score -1512844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1512843.000000 Penalty: 914.841187
	Iteration 101Q: 3 clusters Score -1512843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1512843.000000 Penalty: 914.841187
	Iteration 102F: 3 clusters Score -1512843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Entering Unmasked Estep 
Score: -3773452.000000 Penalty: 499.201050
	Iteration 0F: 2 clusters Score -3773452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3743880.750000 Penalty: 998.402100
	Iteration 0F: 3 clusters Score -3743881 nChanged 28254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3760677.000000 Penalty: 998.402100
	Iteration 1F: 3 clusters Score -3760677 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3761323.000000 Penalty: 998.402100
	Iteration 2Q: 3 clusters Score -3761323 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3762390.250000 Penalty: 998.402100
	Iteration 3Q: 3 clusters Score -3762390 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3764094.250000 Penalty: 998.402100
	Iteration 4F: 3 clusters Score -3764094 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3766864.500000 Penalty: 998.402100
	Iteration 5F: 3 clusters Score -3766864 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3770288.750000 Penalty: 998.402100
	Iteration 6F: 3 clusters Score -3770289 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3772654.250000 Penalty: 998.402100
	Iteration 7F: 3 clusters Score -3772654 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3773768.500000 Penalty: 998.402100
	Iteration 8F: 3 clusters Score -3773768 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3773977.250000 Penalty: 998.402100
	Iteration 9Q: 3 clusters Score -3773977 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3773798.750000 Penalty: 998.402100
	Iteration 10Q: 3 clusters Score -3773799 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3773362.500000 Penalty: 998.402100
	Iteration 11Q: 3 clusters Score -3773362 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3773124.750000 Penalty: 998.402100
	Iteration 12Q: 3 clusters Score -3773125 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3773100.500000 Penalty: 998.402100
	Iteration 13Q: 3 clusters Score -3773100 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3772967.750000 Penalty: 998.402100
	Iteration 14Q: 3 clusters Score -3772968 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3772997.000000 Penalty: 998.402100
	Iteration 15Q: 3 clusters Score -3772997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3772982.750000 Penalty: 998.402100
	Iteration 16Q: 3 clusters Score -3772983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3772961.250000 Penalty: 998.402100
	Iteration 17Q: 3 clusters Score -3772961 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3772977.250000 Penalty: 998.402100
	Iteration 18Q: 3 clusters Score -3772977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3773012.000000 Penalty: 998.402100
	Iteration 19Q: 3 clusters Score -3773012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3773059.500000 Penalty: 998.402100
	Iteration 20F: 3 clusters Score -3773060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3773043.250000 Penalty: 998.402100
	Iteration 21Q: 3 clusters Score -3773043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3773045.000000 Penalty: 998.402100
	Iteration 22Q: 3 clusters Score -3773045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3773072.500000 Penalty: 998.402100
	Iteration 23Q: 3 clusters Score -3773072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3773084.000000 Penalty: 998.402100
	Iteration 24Q: 3 clusters Score -3773084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3773086.750000 Penalty: 998.402100
	Iteration 25Q: 3 clusters Score -3773087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3773087.500000 Penalty: 998.402100
	Iteration 26Q: 3 clusters Score -3773088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3773090.750000 Penalty: 998.402100
	Iteration 27Q: 3 clusters Score -3773091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3773097.750000 Penalty: 998.402100
	Iteration 28Q: 3 clusters Score -3773098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3773099.500000 Penalty: 998.402100
	Iteration 29Q: 3 clusters Score -3773100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3773096.500000 Penalty: 998.402100
	Iteration 30Q: 3 clusters Score -3773096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3773099.750000 Penalty: 998.402100
	Iteration 31Q: 3 clusters Score -3773100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3773101.250000 Penalty: 998.402100
	Iteration 32Q: 3 clusters Score -3773101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3773104.250000 Penalty: 998.402100
	Iteration 33Q: 3 clusters Score -3773104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3773099.000000 Penalty: 998.402100
	Iteration 34Q: 3 clusters Score -3773099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3773103.750000 Penalty: 998.402100
	Iteration 35Q: 3 clusters Score -3773104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3773112.000000 Penalty: 998.402100
	Iteration 36Q: 3 clusters Score -3773112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3773110.500000 Penalty: 998.402100
	Iteration 37Q: 3 clusters Score -3773110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3773113.750000 Penalty: 998.402100
	Iteration 38Q: 3 clusters Score -3773114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3773113.250000 Penalty: 998.402100
	Iteration 39Q: 3 clusters Score -3773113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3773110.500000 Penalty: 998.402100
	Iteration 40F: 3 clusters Score -3773110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3773116.500000 Penalty: 998.402100
	Iteration 41Q: 3 clusters Score -3773116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3773121.750000 Penalty: 998.402100
	Iteration 42Q: 3 clusters Score -3773122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3773123.000000 Penalty: 998.402100
	Iteration 43Q: 3 clusters Score -3773123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3773116.250000 Penalty: 998.402100
	Iteration 44Q: 3 clusters Score -3773116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3773115.750000 Penalty: 998.402100
	Iteration 45Q: 3 clusters Score -3773116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3773120.000000 Penalty: 998.402100
	Iteration 46Q: 3 clusters Score -3773120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3773117.750000 Penalty: 998.402100
	Iteration 47Q: 3 clusters Score -3773118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3773116.500000 Penalty: 998.402100
	Iteration 48Q: 3 clusters Score -3773116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3773116.500000 Penalty: 998.402100
	Iteration 49F: 3 clusters Score -3773116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Entering Unmasked Estep 
Score: -733285.625000 Penalty: 428.850708
	Iteration 0F: 2 clusters Score -733285.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -725046.687500 Penalty: 857.701416
	Iteration 0F: 3 clusters Score -725046.7 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -728518.000000 Penalty: 857.701416
	Iteration 1F: 3 clusters Score -728518 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -729038.750000 Penalty: 857.701416
	Iteration 2F: 3 clusters Score -729038.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -729869.687500 Penalty: 857.701416
	Iteration 3F: 3 clusters Score -729869.7 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -730715.937500 Penalty: 857.701416
	Iteration 4F: 3 clusters Score -730715.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -731329.500000 Penalty: 857.701416
	Iteration 5F: 3 clusters Score -731329.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -731776.000000 Penalty: 857.701416
	Iteration 6Q: 3 clusters Score -731776 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -732083.625000 Penalty: 857.701416
	Iteration 7Q: 3 clusters Score -732083.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -732308.625000 Penalty: 857.701416
	Iteration 8Q: 3 clusters Score -732308.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -732490.500000 Penalty: 857.701416
	Iteration 9Q: 3 clusters Score -732490.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -732631.125000 Penalty: 857.701416
	Iteration 10Q: 3 clusters Score -732631.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -732749.125000 Penalty: 857.701416
	Iteration 11Q: 3 clusters Score -732749.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -732841.187500 Penalty: 857.701416
	Iteration 12Q: 3 clusters Score -732841.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -732904.875000 Penalty: 857.701416
	Iteration 13Q: 3 clusters Score -732904.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -732945.437500 Penalty: 857.701416
	Iteration 14Q: 3 clusters Score -732945.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -732972.812500 Penalty: 857.701416
	Iteration 15Q: 3 clusters Score -732972.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -732996.625000 Penalty: 857.701416
	Iteration 16Q: 3 clusters Score -732996.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -733011.187500 Penalty: 857.701416
	Iteration 17Q: 3 clusters Score -733011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -733024.937500 Penalty: 857.701416
	Iteration 18Q: 3 clusters Score -733024.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -733035.062500 Penalty: 857.701416
	Iteration 19Q: 3 clusters Score -733035.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -733048.937500 Penalty: 857.701416
	Iteration 20F: 3 clusters Score -733048.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -733056.875000 Penalty: 857.701416
	Iteration 21Q: 3 clusters Score -733056.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -733061.312500 Penalty: 857.701416
	Iteration 22Q: 3 clusters Score -733061.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -733061.750000 Penalty: 857.701416
	Iteration 23Q: 3 clusters Score -733061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -733063.687500 Penalty: 857.701416
	Iteration 24Q: 3 clusters Score -733063.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -733068.312500 Penalty: 857.701416
	Iteration 25Q: 3 clusters Score -733068.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -733071.750000 Penalty: 857.701416
	Iteration 26Q: 3 clusters Score -733071.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -733075.312500 Penalty: 857.701416
	Iteration 27Q: 3 clusters Score -733075.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -733079.187500 Penalty: 857.701416
	Iteration 28Q: 3 clusters Score -733079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -733079.812500 Penalty: 857.701416
	Iteration 29Q: 3 clusters Score -733079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -733083.375000 Penalty: 857.701416
	Iteration 30Q: 3 clusters Score -733083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -733084.000000 Penalty: 857.701416
	Iteration 31Q: 3 clusters Score -733084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -733084.125000 Penalty: 857.701416
	Iteration 32Q: 3 clusters Score -733084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -733085.812500 Penalty: 857.701416
	Iteration 33Q: 3 clusters Score -733085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -733087.187500 Penalty: 857.701416
	Iteration 34Q: 3 clusters Score -733087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -733087.500000 Penalty: 857.701416
	Iteration 35Q: 3 clusters Score -733087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -733088.437500 Penalty: 857.701416
	Iteration 36Q: 3 clusters Score -733088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -733087.687500 Penalty: 857.701416
	Iteration 37Q: 3 clusters Score -733087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -733089.437500 Penalty: 857.701416
	Iteration 38Q: 3 clusters Score -733089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -733091.687500 Penalty: 857.701416
	Iteration 39Q: 3 clusters Score -733091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -733092.875000 Penalty: 857.701416
	Iteration 40F: 3 clusters Score -733092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -733093.937500 Penalty: 857.701416
	Iteration 41Q: 3 clusters Score -733093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -733093.437500 Penalty: 857.701416
	Iteration 42Q: 3 clusters Score -733093.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -733094.812500 Penalty: 857.701416
	Iteration 43Q: 3 clusters Score -733094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -733095.062500 Penalty: 857.701416
	Iteration 44Q: 3 clusters Score -733095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -733095.312500 Penalty: 857.701416
	Iteration 45Q: 3 clusters Score -733095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -733096.687500 Penalty: 857.701416
	Iteration 46Q: 3 clusters Score -733096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -733098.312500 Penalty: 857.701416
	Iteration 47Q: 3 clusters Score -733098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -733098.937500 Penalty: 857.701416
	Iteration 48Q: 3 clusters Score -733098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -733097.687500 Penalty: 857.701416
	Iteration 49Q: 3 clusters Score -733097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -733097.375000 Penalty: 857.701416
	Iteration 50Q: 3 clusters Score -733097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -733097.812500 Penalty: 857.701416
	Iteration 51Q: 3 clusters Score -733097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -733097.812500 Penalty: 857.701416
	Iteration 52F: 3 clusters Score -733097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Entering Unmasked Estep 
Score: -1920472.500000 Penalty: 468.155151
	Iteration 0F: 2 clusters Score -1920472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1900990.750000 Penalty: 936.310303
	Iteration 0F: 3 clusters Score -1900991 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1909101.125000 Penalty: 936.310303
	Iteration 1F: 3 clusters Score -1909101 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1909399.875000 Penalty: 936.310303
	Iteration 2Q: 3 clusters Score -1909400 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1909685.125000 Penalty: 936.310303
	Iteration 3Q: 3 clusters Score -1909685 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1910006.625000 Penalty: 936.310303
	Iteration 4Q: 3 clusters Score -1910007 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1910408.250000 Penalty: 936.310303
	Iteration 5Q: 3 clusters Score -1910408 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1910956.125000 Penalty: 936.310303
	Iteration 6Q: 3 clusters Score -1910956 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1911801.875000 Penalty: 936.310303
	Iteration 7Q: 3 clusters Score -1911802 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1912915.000000 Penalty: 936.310303
	Iteration 8F: 3 clusters Score -1912915 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1914083.000000 Penalty: 936.310303
	Iteration 9F: 3 clusters Score -1914083 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1914919.000000 Penalty: 936.310303
	Iteration 10F: 3 clusters Score -1914919 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1915274.125000 Penalty: 936.310303
	Iteration 11Q: 3 clusters Score -1915274 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1915396.500000 Penalty: 936.310303
	Iteration 12Q: 3 clusters Score -1915396 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1915471.125000 Penalty: 936.310303
	Iteration 13Q: 3 clusters Score -1915471 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1915560.125000 Penalty: 936.310303
	Iteration 14Q: 3 clusters Score -1915560 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1915639.250000 Penalty: 936.310303
	Iteration 15Q: 3 clusters Score -1915639 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1915715.500000 Penalty: 936.310303
	Iteration 16Q: 3 clusters Score -1915716 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1915811.125000 Penalty: 936.310303
	Iteration 17Q: 3 clusters Score -1915811 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1915915.750000 Penalty: 936.310303
	Iteration 18Q: 3 clusters Score -1915916 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1916030.250000 Penalty: 936.310303
	Iteration 19Q: 3 clusters Score -1916030 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1916158.750000 Penalty: 936.310303
	Iteration 20F: 3 clusters Score -1916159 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1916280.500000 Penalty: 936.310303
	Iteration 21Q: 3 clusters Score -1916280 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1916410.500000 Penalty: 936.310303
	Iteration 22Q: 3 clusters Score -1916410 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1916548.875000 Penalty: 936.310303
	Iteration 23Q: 3 clusters Score -1916549 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1916696.375000 Penalty: 936.310303
	Iteration 24Q: 3 clusters Score -1916696 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1916851.875000 Penalty: 936.310303
	Iteration 25Q: 3 clusters Score -1916852 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1917003.625000 Penalty: 936.310303
	Iteration 26Q: 3 clusters Score -1917004 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1917153.000000 Penalty: 936.310303
	Iteration 27Q: 3 clusters Score -1917153 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1917309.375000 Penalty: 936.310303
	Iteration 28Q: 3 clusters Score -1917309 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1917484.250000 Penalty: 936.310303
	Iteration 29Q: 3 clusters Score -1917484 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1917663.875000 Penalty: 936.310303
	Iteration 30Q: 3 clusters Score -1917664 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1917843.625000 Penalty: 936.310303
	Iteration 31Q: 3 clusters Score -1917844 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1917997.000000 Penalty: 936.310303
	Iteration 32Q: 3 clusters Score -1917997 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1918133.625000 Penalty: 936.310303
	Iteration 33Q: 3 clusters Score -1918134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1918292.750000 Penalty: 936.310303
	Iteration 34Q: 3 clusters Score -1918293 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1918453.750000 Penalty: 936.310303
	Iteration 35Q: 3 clusters Score -1918454 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1918656.125000 Penalty: 936.310303
	Iteration 36Q: 3 clusters Score -1918656 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1918833.500000 Penalty: 936.310303
	Iteration 37Q: 3 clusters Score -1918834 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1919000.375000 Penalty: 936.310303
	Iteration 38Q: 3 clusters Score -1919000 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1919147.625000 Penalty: 936.310303
	Iteration 39Q: 3 clusters Score -1919148 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1919297.625000 Penalty: 936.310303
	Iteration 40F: 3 clusters Score -1919298 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1919414.375000 Penalty: 936.310303
	Iteration 41Q: 3 clusters Score -1919414 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1919535.625000 Penalty: 936.310303
	Iteration 42Q: 3 clusters Score -1919536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1919616.125000 Penalty: 936.310303
	Iteration 43Q: 3 clusters Score -1919616 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1919696.125000 Penalty: 936.310303
	Iteration 44Q: 3 clusters Score -1919696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1919770.125000 Penalty: 936.310303
	Iteration 45Q: 3 clusters Score -1919770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1919839.750000 Penalty: 936.310303
	Iteration 46Q: 3 clusters Score -1919840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1919896.375000 Penalty: 936.310303
	Iteration 47Q: 3 clusters Score -1919896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1919941.250000 Penalty: 936.310303
	Iteration 48Q: 3 clusters Score -1919941 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1919998.000000 Penalty: 936.310303
	Iteration 49Q: 3 clusters Score -1919998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1920035.500000 Penalty: 936.310303
	Iteration 50Q: 3 clusters Score -1920036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1920061.250000 Penalty: 936.310303
	Iteration 51Q: 3 clusters Score -1920061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1920076.625000 Penalty: 936.310303
	Iteration 52Q: 3 clusters Score -1920077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1920101.000000 Penalty: 936.310303
	Iteration 53Q: 3 clusters Score -1920101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1920119.375000 Penalty: 936.310303
	Iteration 54Q: 3 clusters Score -1920119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1920130.875000 Penalty: 936.310303
	Iteration 55Q: 3 clusters Score -1920131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1920139.125000 Penalty: 936.310303
	Iteration 56Q: 3 clusters Score -1920139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1920141.375000 Penalty: 936.310303
	Iteration 57Q: 3 clusters Score -1920141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1920144.250000 Penalty: 936.310303
	Iteration 58Q: 3 clusters Score -1920144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1920145.000000 Penalty: 936.310303
	Iteration 59Q: 3 clusters Score -1920145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1920154.000000 Penalty: 936.310303
	Iteration 60F: 3 clusters Score -1920154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1920158.375000 Penalty: 936.310303
	Iteration 61Q: 3 clusters Score -1920158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1920161.625000 Penalty: 936.310303
	Iteration 62Q: 3 clusters Score -1920162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1920166.875000 Penalty: 936.310303
	Iteration 63Q: 3 clusters Score -1920167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1920166.875000 Penalty: 936.310303
	Iteration 64Q: 3 clusters Score -1920167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1920169.875000 Penalty: 936.310303
	Iteration 65Q: 3 clusters Score -1920170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1920170.500000 Penalty: 936.310303
	Iteration 66Q: 3 clusters Score -1920170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1920173.250000 Penalty: 936.310303
	Iteration 67Q: 3 clusters Score -1920173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1920173.000000 Penalty: 936.310303
	Iteration 68Q: 3 clusters Score -1920173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1920174.625000 Penalty: 936.310303
	Iteration 69Q: 3 clusters Score -1920175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1920176.625000 Penalty: 936.310303
	Iteration 70Q: 3 clusters Score -1920177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1920178.500000 Penalty: 936.310303
	Iteration 71Q: 3 clusters Score -1920178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1920177.375000 Penalty: 936.310303
	Iteration 72Q: 3 clusters Score -1920177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1920177.750000 Penalty: 936.310303
	Iteration 73Q: 3 clusters Score -1920178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1920177.750000 Penalty: 936.310303
	Iteration 74F: 3 clusters Score -1920178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -291282.406250 Penalty: 382.372955
	Iteration 0F: 2 clusters Score -291282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -288277.812500 Penalty: 764.745911
	Iteration 0F: 3 clusters Score -288277.8 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -289352.187500 Penalty: 764.745911
	Iteration 1F: 3 clusters Score -289352.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -289462.437500 Penalty: 764.745911
	Iteration 2F: 3 clusters Score -289462.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -289566.125000 Penalty: 764.745911
	Iteration 3F: 3 clusters Score -289566.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -289683.937500 Penalty: 764.745911
	Iteration 4F: 3 clusters Score -289683.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -289826.781250 Penalty: 764.745911
	Iteration 5F: 3 clusters Score -289826.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -289975.812500 Penalty: 764.745911
	Iteration 6F: 3 clusters Score -289975.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -290134.562500 Penalty: 764.745911
	Iteration 7Q: 3 clusters Score -290134.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -290273.531250 Penalty: 764.745911
	Iteration 8Q: 3 clusters Score -290273.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -290382.156250 Penalty: 764.745911
	Iteration 9Q: 3 clusters Score -290382.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -290444.562500 Penalty: 764.745911
	Iteration 10Q: 3 clusters Score -290444.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -290488.750000 Penalty: 764.745911
	Iteration 11Q: 3 clusters Score -290488.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -290519.906250 Penalty: 764.745911
	Iteration 12Q: 3 clusters Score -290519.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -290547.968750 Penalty: 764.745911
	Iteration 13Q: 3 clusters Score -290548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -290575.562500 Penalty: 764.745911
	Iteration 14Q: 3 clusters Score -290575.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -290596.750000 Penalty: 764.745911
	Iteration 15Q: 3 clusters Score -290596.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -290614.562500 Penalty: 764.745911
	Iteration 16Q: 3 clusters Score -290614.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -290633.031250 Penalty: 764.745911
	Iteration 17Q: 3 clusters Score -290633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -290649.218750 Penalty: 764.745911
	Iteration 18Q: 3 clusters Score -290649.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -290665.218750 Penalty: 764.745911
	Iteration 19Q: 3 clusters Score -290665.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -290680.281250 Penalty: 764.745911
	Iteration 20F: 3 clusters Score -290680.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -290696.968750 Penalty: 764.745911
	Iteration 21Q: 3 clusters Score -290697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -290714.687500 Penalty: 764.745911
	Iteration 22Q: 3 clusters Score -290714.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -290735.593750 Penalty: 764.745911
	Iteration 23Q: 3 clusters Score -290735.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -290758.062500 Penalty: 764.745911
	Iteration 24Q: 3 clusters Score -290758.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -290776.062500 Penalty: 764.745911
	Iteration 25Q: 3 clusters Score -290776.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -290795.937500 Penalty: 764.745911
	Iteration 26Q: 3 clusters Score -290795.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -290811.718750 Penalty: 764.745911
	Iteration 27Q: 3 clusters Score -290811.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -290822.562500 Penalty: 764.745911
	Iteration 28Q: 3 clusters Score -290822.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -290827.781250 Penalty: 764.745911
	Iteration 29Q: 3 clusters Score -290827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -290831.625000 Penalty: 764.745911
	Iteration 30Q: 3 clusters Score -290831.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -290836.125000 Penalty: 764.745911
	Iteration 31Q: 3 clusters Score -290836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -290838.125000 Penalty: 764.745911
	Iteration 32Q: 3 clusters Score -290838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -290840.781250 Penalty: 764.745911
	Iteration 33Q: 3 clusters Score -290840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -290843.468750 Penalty: 764.745911
	Iteration 34Q: 3 clusters Score -290843.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -290847.031250 Penalty: 764.745911
	Iteration 35Q: 3 clusters Score -290847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -290852.500000 Penalty: 764.745911
	Iteration 36Q: 3 clusters Score -290852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -290856.437500 Penalty: 764.745911
	Iteration 37Q: 3 clusters Score -290856.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -290861.187500 Penalty: 764.745911
	Iteration 38Q: 3 clusters Score -290861.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -290865.093750 Penalty: 764.745911
	Iteration 39Q: 3 clusters Score -290865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -290868.062500 Penalty: 764.745911
	Iteration 40F: 3 clusters Score -290868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -290868.750000 Penalty: 764.745911
	Iteration 41Q: 3 clusters Score -290868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -290869.531250 Penalty: 764.745911
	Iteration 42Q: 3 clusters Score -290869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -290871.093750 Penalty: 764.745911
	Iteration 43Q: 3 clusters Score -290871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -290872.250000 Penalty: 764.745911
	Iteration 44Q: 3 clusters Score -290872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -290873.187500 Penalty: 764.745911
	Iteration 45Q: 3 clusters Score -290873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -290874.468750 Penalty: 764.745911
	Iteration 46Q: 3 clusters Score -290874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -290876.093750 Penalty: 764.745911
	Iteration 47Q: 3 clusters Score -290876.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -290878.250000 Penalty: 764.745911
	Iteration 48Q: 3 clusters Score -290878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -290878.906250 Penalty: 764.745911
	Iteration 49Q: 3 clusters Score -290878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -290882.500000 Penalty: 764.745911
	Iteration 50Q: 3 clusters Score -290882.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -290885.656250 Penalty: 764.745911
	Iteration 51Q: 3 clusters Score -290885.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -290889.781250 Penalty: 764.745911
	Iteration 52Q: 3 clusters Score -290889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -290892.218750 Penalty: 764.745911
	Iteration 53Q: 3 clusters Score -290892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -290893.750000 Penalty: 764.745911
	Iteration 54Q: 3 clusters Score -290893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -290896.812500 Penalty: 764.745911
	Iteration 55Q: 3 clusters Score -290896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -290899.375000 Penalty: 764.745911
	Iteration 56Q: 3 clusters Score -290899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -290901.000000 Penalty: 764.745911
	Iteration 57Q: 3 clusters Score -290901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -290903.468750 Penalty: 764.745911
	Iteration 58Q: 3 clusters Score -290903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -290905.125000 Penalty: 764.745911
	Iteration 59Q: 3 clusters Score -290905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -290908.906250 Penalty: 764.745911
	Iteration 60F: 3 clusters Score -290908.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -290915.468750 Penalty: 764.745911
	Iteration 61Q: 3 clusters Score -290915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -290921.250000 Penalty: 764.745911
	Iteration 62Q: 3 clusters Score -290921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -290924.156250 Penalty: 764.745911
	Iteration 63Q: 3 clusters Score -290924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -290928.406250 Penalty: 764.745911
	Iteration 64Q: 3 clusters Score -290928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -290929.812500 Penalty: 764.745911
	Iteration 65Q: 3 clusters Score -290929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -290933.187500 Penalty: 764.745911
	Iteration 66Q: 3 clusters Score -290933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -290936.656250 Penalty: 764.745911
	Iteration 67Q: 3 clusters Score -290936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -290940.281250 Penalty: 764.745911
	Iteration 68Q: 3 clusters Score -290940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -290942.562500 Penalty: 764.745911
	Iteration 69Q: 3 clusters Score -290942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -290946.062500 Penalty: 764.745911
	Iteration 70Q: 3 clusters Score -290946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -290946.968750 Penalty: 764.745911
	Iteration 71Q: 3 clusters Score -290947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -290947.687500 Penalty: 764.745911
	Iteration 72Q: 3 clusters Score -290947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -290949.093750 Penalty: 764.745911
	Iteration 73Q: 3 clusters Score -290949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -290951.750000 Penalty: 764.745911
	Iteration 74Q: 3 clusters Score -290951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -290954.000000 Penalty: 764.745911
	Iteration 75Q: 3 clusters Score -290954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -290955.906250 Penalty: 764.745911
	Iteration 76Q: 3 clusters Score -290955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -290957.937500 Penalty: 764.745911
	Iteration 77Q: 3 clusters Score -290957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -290959.250000 Penalty: 764.745911
	Iteration 78Q: 3 clusters Score -290959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -290960.000000 Penalty: 764.745911
	Iteration 79Q: 3 clusters Score -290960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -290960.125000 Penalty: 764.745911
	Iteration 80F: 3 clusters Score -290960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -290960.218750 Penalty: 764.745911
	Iteration 81Q: 3 clusters Score -290960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -290960.656250 Penalty: 764.745911
	Iteration 82Q: 3 clusters Score -290960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -290960.656250 Penalty: 764.745911
	Iteration 83F: 3 clusters Score -290960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -145353.875000 Penalty: 354.117737
	Iteration 0F: 2 clusters Score -145353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -143603.828125 Penalty: 708.235474
	Iteration 0F: 3 clusters Score -143603.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144377.078125 Penalty: 708.235474
	Iteration 1F: 3 clusters Score -144377.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -144576.562500 Penalty: 708.235474
	Iteration 2F: 3 clusters Score -144576.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -144736.265625 Penalty: 708.235474
	Iteration 3F: 3 clusters Score -144736.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144867.968750 Penalty: 708.235474
	Iteration 4F: 3 clusters Score -144868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -144994.406250 Penalty: 708.235474
	Iteration 5F: 3 clusters Score -144994.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145070.296875 Penalty: 708.235474
	Iteration 6Q: 3 clusters Score -145070.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145101.187500 Penalty: 708.235474
	Iteration 7Q: 3 clusters Score -145101.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145114.250000 Penalty: 708.235474
	Iteration 8Q: 3 clusters Score -145114.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145122.250000 Penalty: 708.235474
	Iteration 9Q: 3 clusters Score -145122.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145130.078125 Penalty: 708.235474
	Iteration 10Q: 3 clusters Score -145130.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145135.578125 Penalty: 708.235474
	Iteration 11Q: 3 clusters Score -145135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145139.984375 Penalty: 708.235474
	Iteration 12Q: 3 clusters Score -145140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145143.500000 Penalty: 708.235474
	Iteration 13Q: 3 clusters Score -145143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145145.437500 Penalty: 708.235474
	Iteration 14Q: 3 clusters Score -145145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145148.218750 Penalty: 708.235474
	Iteration 15Q: 3 clusters Score -145148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -145150.687500 Penalty: 708.235474
	Iteration 16Q: 3 clusters Score -145150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145151.593750 Penalty: 708.235474
	Iteration 17Q: 3 clusters Score -145151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -145152.187500 Penalty: 708.235474
	Iteration 18Q: 3 clusters Score -145152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145153.656250 Penalty: 708.235474
	Iteration 19Q: 3 clusters Score -145153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -145155.046875 Penalty: 708.235474
	Iteration 20F: 3 clusters Score -145155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145156.187500 Penalty: 708.235474
	Iteration 21Q: 3 clusters Score -145156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -145156.453125 Penalty: 708.235474
	Iteration 22Q: 3 clusters Score -145156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145156.921875 Penalty: 708.235474
	Iteration 23Q: 3 clusters Score -145156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145156.906250 Penalty: 708.235474
	Iteration 24Q: 3 clusters Score -145156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145156.906250 Penalty: 708.235474
	Iteration 25F: 3 clusters Score -145156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -385675.031250 Penalty: 396.966217
	Iteration 0F: 2 clusters Score -385675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -381560.906250 Penalty: 793.932434
	Iteration 0F: 3 clusters Score -381560.9 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -383188.750000 Penalty: 793.932434
	Iteration 1F: 3 clusters Score -383188.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -383461.156250 Penalty: 793.932434
	Iteration 2F: 3 clusters Score -383461.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -383817.750000 Penalty: 793.932434
	Iteration 3F: 3 clusters Score -383817.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -384246.531250 Penalty: 793.932434
	Iteration 4F: 3 clusters Score -384246.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -384649.125000 Penalty: 793.932434
	Iteration 5F: 3 clusters Score -384649.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -384971.625000 Penalty: 793.932434
	Iteration 6F: 3 clusters Score -384971.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -385165.468750 Penalty: 793.932434
	Iteration 7Q: 3 clusters Score -385165.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -385251.406250 Penalty: 793.932434
	Iteration 8Q: 3 clusters Score -385251.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -385294.312500 Penalty: 793.932434
	Iteration 9Q: 3 clusters Score -385294.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -385308.468750 Penalty: 793.932434
	Iteration 10Q: 3 clusters Score -385308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -385316.656250 Penalty: 793.932434
	Iteration 11Q: 3 clusters Score -385316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -385320.187500 Penalty: 793.932434
	Iteration 12Q: 3 clusters Score -385320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -385326.812500 Penalty: 793.932434
	Iteration 13Q: 3 clusters Score -385326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -385329.562500 Penalty: 793.932434
	Iteration 14Q: 3 clusters Score -385329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -385329.562500 Penalty: 793.932434
	Iteration 15Q: 3 clusters Score -385329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -385329.562500 Penalty: 793.932434
	Iteration 16F: 3 clusters Score -385329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -333310.843750 Penalty: 388.717926
	Iteration 0F: 2 clusters Score -333310.8 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 2565 members 
Entering Unmasked Estep 
Score: -329799.593750 Penalty: 777.435852
	Iteration 0F: 3 clusters Score -329799.6 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -331068.843750 Penalty: 777.435852
	Iteration 1F: 3 clusters Score -331068.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -331215.750000 Penalty: 777.435852
	Iteration 2F: 3 clusters Score -331215.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -331395.843750 Penalty: 777.435852
	Iteration 3F: 3 clusters Score -331395.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -331606.031250 Penalty: 777.435852
	Iteration 4F: 3 clusters Score -331606 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -331864.718750 Penalty: 777.435852
	Iteration 5F: 3 clusters Score -331864.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -332156.625000 Penalty: 777.435852
	Iteration 6F: 3 clusters Score -332156.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -332411.156250 Penalty: 777.435852
	Iteration 7F: 3 clusters Score -332411.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -332561.843750 Penalty: 777.435852
	Iteration 8Q: 3 clusters Score -332561.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -332638.968750 Penalty: 777.435852
	Iteration 9Q: 3 clusters Score -332639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -332699.125000 Penalty: 777.435852
	Iteration 10Q: 3 clusters Score -332699.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -332741.593750 Penalty: 777.435852
	Iteration 11Q: 3 clusters Score -332741.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -332773.625000 Penalty: 777.435852
	Iteration 12Q: 3 clusters Score -332773.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -332802.937500 Penalty: 777.435852
	Iteration 13Q: 3 clusters Score -332802.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -332831.437500 Penalty: 777.435852
	Iteration 14Q: 3 clusters Score -332831.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -332863.718750 Penalty: 777.435852
	Iteration 15Q: 3 clusters Score -332863.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -332893.437500 Penalty: 777.435852
	Iteration 16Q: 3 clusters Score -332893.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -332922.593750 Penalty: 777.435852
	Iteration 17Q: 3 clusters Score -332922.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -332946.906250 Penalty: 777.435852
	Iteration 18Q: 3 clusters Score -332946.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -332965.187500 Penalty: 777.435852
	Iteration 19Q: 3 clusters Score -332965.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -332984.500000 Penalty: 777.435852
	Iteration 20F: 3 clusters Score -332984.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -333001.125000 Penalty: 777.435852
	Iteration 21Q: 3 clusters Score -333001.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -333013.531250 Penalty: 777.435852
	Iteration 22Q: 3 clusters Score -333013.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -333019.156250 Penalty: 777.435852
	Iteration 23Q: 3 clusters Score -333019.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -333021.937500 Penalty: 777.435852
	Iteration 24Q: 3 clusters Score -333021.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -333025.031250 Penalty: 777.435852
	Iteration 25Q: 3 clusters Score -333025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -333028.562500 Penalty: 777.435852
	Iteration 26Q: 3 clusters Score -333028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -333035.156250 Penalty: 777.435852
	Iteration 27Q: 3 clusters Score -333035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -333038.031250 Penalty: 777.435852
	Iteration 28Q: 3 clusters Score -333038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -333039.187500 Penalty: 777.435852
	Iteration 29Q: 3 clusters Score -333039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -333040.562500 Penalty: 777.435852
	Iteration 30Q: 3 clusters Score -333040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -333042.218750 Penalty: 777.435852
	Iteration 31Q: 3 clusters Score -333042.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -333043.218750 Penalty: 777.435852
	Iteration 32Q: 3 clusters Score -333043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -333043.281250 Penalty: 777.435852
	Iteration 33Q: 3 clusters Score -333043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -333043.500000 Penalty: 777.435852
	Iteration 34Q: 3 clusters Score -333043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -333043.531250 Penalty: 777.435852
	Iteration 35Q: 3 clusters Score -333043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -333044.031250 Penalty: 777.435852
	Iteration 36Q: 3 clusters Score -333044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -333043.843750 Penalty: 777.435852
	Iteration 37Q: 3 clusters Score -333043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -333044.156250 Penalty: 777.435852
	Iteration 38Q: 3 clusters Score -333044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -333044.468750 Penalty: 777.435852
	Iteration 39Q: 3 clusters Score -333044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -333044.468750 Penalty: 777.435852
	Iteration 40F: 3 clusters Score -333044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -90080.945312 Penalty: 329.903931
	Iteration 0F: 2 clusters Score -90080.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89039.164062 Penalty: 659.807861
	Iteration 0F: 3 clusters Score -89039.16 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -89404.742188 Penalty: 659.807861
	Iteration 1F: 3 clusters Score -89404.74 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -89483.429688 Penalty: 659.807861
	Iteration 2F: 3 clusters Score -89483.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89529.390625 Penalty: 659.807861
	Iteration 3F: 3 clusters Score -89529.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89560.296875 Penalty: 659.807861
	Iteration 4Q: 3 clusters Score -89560.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -89584.015625 Penalty: 659.807861
	Iteration 5Q: 3 clusters Score -89584.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -89604.960938 Penalty: 659.807861
	Iteration 6Q: 3 clusters Score -89604.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -89614.257812 Penalty: 659.807861
	Iteration 7Q: 3 clusters Score -89614.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89625.007812 Penalty: 659.807861
	Iteration 8Q: 3 clusters Score -89625.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -89636.109375 Penalty: 659.807861
	Iteration 9Q: 3 clusters Score -89636.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -89650.945312 Penalty: 659.807861
	Iteration 10Q: 3 clusters Score -89650.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89667.835938 Penalty: 659.807861
	Iteration 11Q: 3 clusters Score -89667.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -89677.289062 Penalty: 659.807861
	Iteration 12Q: 3 clusters Score -89677.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -89683.320312 Penalty: 659.807861
	Iteration 13Q: 3 clusters Score -89683.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -89692.023438 Penalty: 659.807861
	Iteration 14Q: 3 clusters Score -89692.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -89703.062500 Penalty: 659.807861
	Iteration 15Q: 3 clusters Score -89703.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -89721.164062 Penalty: 659.807861
	Iteration 16Q: 3 clusters Score -89721.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -89728.343750 Penalty: 659.807861
	Iteration 17Q: 3 clusters Score -89728.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -89735.484375 Penalty: 659.807861
	Iteration 18Q: 3 clusters Score -89735.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -89746.328125 Penalty: 659.807861
	Iteration 19Q: 3 clusters Score -89746.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -89776.132812 Penalty: 659.807861
	Iteration 20F: 3 clusters Score -89776.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89803.664062 Penalty: 659.807861
	Iteration 21Q: 3 clusters Score -89803.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -89824.453125 Penalty: 659.807861
	Iteration 22Q: 3 clusters Score -89824.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -89833.593750 Penalty: 659.807861
	Iteration 23Q: 3 clusters Score -89833.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -89840.023438 Penalty: 659.807861
	Iteration 24Q: 3 clusters Score -89840.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -89843.187500 Penalty: 659.807861
	Iteration 25Q: 3 clusters Score -89843.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -89844.632812 Penalty: 659.807861
	Iteration 26Q: 3 clusters Score -89844.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -89845.570312 Penalty: 659.807861
	Iteration 27Q: 3 clusters Score -89845.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -89851.382812 Penalty: 659.807861
	Iteration 28Q: 3 clusters Score -89851.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -89855.882812 Penalty: 659.807861
	Iteration 29Q: 3 clusters Score -89855.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -89859.328125 Penalty: 659.807861
	Iteration 30Q: 3 clusters Score -89859.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -89863.117188 Penalty: 659.807861
	Iteration 31Q: 3 clusters Score -89863.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -89871.335938 Penalty: 659.807861
	Iteration 32Q: 3 clusters Score -89871.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -89880.789062 Penalty: 659.807861
	Iteration 33Q: 3 clusters Score -89880.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -89890.335938 Penalty: 659.807861
	Iteration 34Q: 3 clusters Score -89890.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -89893.945312 Penalty: 659.807861
	Iteration 35Q: 3 clusters Score -89893.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -89897.382812 Penalty: 659.807861
	Iteration 36Q: 3 clusters Score -89897.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -89902.570312 Penalty: 659.807861
	Iteration 37Q: 3 clusters Score -89902.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89907.851562 Penalty: 659.807861
	Iteration 38Q: 3 clusters Score -89907.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -89911.359375 Penalty: 659.807861
	Iteration 39Q: 3 clusters Score -89911.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89914.093750 Penalty: 659.807861
	Iteration 40F: 3 clusters Score -89914.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89914.578125 Penalty: 659.807861
	Iteration 41Q: 3 clusters Score -89914.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -89915.015625 Penalty: 659.807861
	Iteration 42Q: 3 clusters Score -89915.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -89915.398438 Penalty: 659.807861
	Iteration 43Q: 3 clusters Score -89915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89916.320312 Penalty: 659.807861
	Iteration 44Q: 3 clusters Score -89916.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89918.125000 Penalty: 659.807861
	Iteration 45Q: 3 clusters Score -89918.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -89920.187500 Penalty: 659.807861
	Iteration 46Q: 3 clusters Score -89920.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -89921.445312 Penalty: 659.807861
	Iteration 47Q: 3 clusters Score -89921.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -89922.679688 Penalty: 659.807861
	Iteration 48Q: 3 clusters Score -89922.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -89924.062500 Penalty: 659.807861
	Iteration 49Q: 3 clusters Score -89924.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -89925.296875 Penalty: 659.807861
	Iteration 50Q: 3 clusters Score -89925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -89927.320312 Penalty: 659.807861
	Iteration 51Q: 3 clusters Score -89927.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -89928.296875 Penalty: 659.807861
	Iteration 52Q: 3 clusters Score -89928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -89928.500000 Penalty: 659.807861
	Iteration 53Q: 3 clusters Score -89928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -89928.531250 Penalty: 659.807861
	Iteration 54Q: 3 clusters Score -89928.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -89928.531250 Penalty: 659.807861
	Iteration 55F: 3 clusters Score -89928.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Entering Unmasked Estep 
Score: -1153047.500000 Penalty: 444.908447
	Iteration 0F: 2 clusters Score -1153048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1141326.125000 Penalty: 889.816895
	Iteration 0F: 3 clusters Score -1141326 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1146660.125000 Penalty: 889.816895
	Iteration 1F: 3 clusters Score -1146660 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1147576.250000 Penalty: 889.816895
	Iteration 2F: 3 clusters Score -1147576 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1148887.750000 Penalty: 889.816895
	Iteration 3F: 3 clusters Score -1148888 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1150367.000000 Penalty: 889.816895
	Iteration 4F: 3 clusters Score -1150367 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1151454.500000 Penalty: 889.816895
	Iteration 5F: 3 clusters Score -1151454 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1152066.500000 Penalty: 889.816895
	Iteration 6Q: 3 clusters Score -1152066 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1152394.500000 Penalty: 889.816895
	Iteration 7Q: 3 clusters Score -1152394 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1152544.000000 Penalty: 889.816895
	Iteration 8Q: 3 clusters Score -1152544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1152603.125000 Penalty: 889.816895
	Iteration 9Q: 3 clusters Score -1152603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1152629.125000 Penalty: 889.816895
	Iteration 10Q: 3 clusters Score -1152629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1152644.125000 Penalty: 889.816895
	Iteration 11Q: 3 clusters Score -1152644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1152648.125000 Penalty: 889.816895
	Iteration 12Q: 3 clusters Score -1152648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1152655.875000 Penalty: 889.816895
	Iteration 13Q: 3 clusters Score -1152656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1152659.500000 Penalty: 889.816895
	Iteration 14Q: 3 clusters Score -1152660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1152659.500000 Penalty: 889.816895
	Iteration 15Q: 3 clusters Score -1152660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1152660.375000 Penalty: 889.816895
	Iteration 16Q: 3 clusters Score -1152660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1152663.875000 Penalty: 889.816895
	Iteration 17Q: 3 clusters Score -1152664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1152663.875000 Penalty: 889.816895
	Iteration 18F: 3 clusters Score -1152664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -748271.687500 Penalty: 424.772095
	Iteration 0F: 2 clusters Score -748271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -740686.750000 Penalty: 849.544189
	Iteration 0F: 3 clusters Score -740686.8 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -744041.250000 Penalty: 849.544189
	Iteration 1F: 3 clusters Score -744041.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -744652.125000 Penalty: 849.544189
	Iteration 2F: 3 clusters Score -744652.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -745440.875000 Penalty: 849.544189
	Iteration 3F: 3 clusters Score -745440.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -746314.125000 Penalty: 849.544189
	Iteration 4F: 3 clusters Score -746314.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -747014.812500 Penalty: 849.544189
	Iteration 5F: 3 clusters Score -747014.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -747385.187500 Penalty: 849.544189
	Iteration 6Q: 3 clusters Score -747385.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -747582.937500 Penalty: 849.544189
	Iteration 7Q: 3 clusters Score -747582.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -747691.437500 Penalty: 849.544189
	Iteration 8Q: 3 clusters Score -747691.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -747744.312500 Penalty: 849.544189
	Iteration 9Q: 3 clusters Score -747744.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -747773.062500 Penalty: 849.544189
	Iteration 10Q: 3 clusters Score -747773.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -747792.812500 Penalty: 849.544189
	Iteration 11Q: 3 clusters Score -747792.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -747805.812500 Penalty: 849.544189
	Iteration 12Q: 3 clusters Score -747805.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -747814.437500 Penalty: 849.544189
	Iteration 13Q: 3 clusters Score -747814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -747824.625000 Penalty: 849.544189
	Iteration 14Q: 3 clusters Score -747824.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -747832.500000 Penalty: 849.544189
	Iteration 15Q: 3 clusters Score -747832.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -747839.437500 Penalty: 849.544189
	Iteration 16Q: 3 clusters Score -747839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -747847.687500 Penalty: 849.544189
	Iteration 17Q: 3 clusters Score -747847.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -747853.125000 Penalty: 849.544189
	Iteration 18Q: 3 clusters Score -747853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -747856.437500 Penalty: 849.544189
	Iteration 19Q: 3 clusters Score -747856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -747861.625000 Penalty: 849.544189
	Iteration 20F: 3 clusters Score -747861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -747866.312500 Penalty: 849.544189
	Iteration 21Q: 3 clusters Score -747866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -747869.500000 Penalty: 849.544189
	Iteration 22Q: 3 clusters Score -747869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -747874.750000 Penalty: 849.544189
	Iteration 23Q: 3 clusters Score -747874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -747877.062500 Penalty: 849.544189
	Iteration 24Q: 3 clusters Score -747877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -747879.812500 Penalty: 849.544189
	Iteration 25Q: 3 clusters Score -747879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -747883.312500 Penalty: 849.544189
	Iteration 26Q: 3 clusters Score -747883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -747887.062500 Penalty: 849.544189
	Iteration 27Q: 3 clusters Score -747887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -747888.937500 Penalty: 849.544189
	Iteration 28Q: 3 clusters Score -747888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -747892.375000 Penalty: 849.544189
	Iteration 29Q: 3 clusters Score -747892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -747895.625000 Penalty: 849.544189
	Iteration 30Q: 3 clusters Score -747895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -747897.937500 Penalty: 849.544189
	Iteration 31Q: 3 clusters Score -747897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -747901.062500 Penalty: 849.544189
	Iteration 32Q: 3 clusters Score -747901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -747902.687500 Penalty: 849.544189
	Iteration 33Q: 3 clusters Score -747902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -747903.375000 Penalty: 849.544189
	Iteration 34Q: 3 clusters Score -747903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -747903.562500 Penalty: 849.544189
	Iteration 35Q: 3 clusters Score -747903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -747904.750000 Penalty: 849.544189
	Iteration 36Q: 3 clusters Score -747904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -747906.937500 Penalty: 849.544189
	Iteration 37Q: 3 clusters Score -747906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -747906.562500 Penalty: 849.544189
	Iteration 38Q: 3 clusters Score -747906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -747906.687500 Penalty: 849.544189
	Iteration 39Q: 3 clusters Score -747906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -747908.250000 Penalty: 849.544189
	Iteration 40F: 3 clusters Score -747908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -747908.937500 Penalty: 849.544189
	Iteration 41Q: 3 clusters Score -747908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -747908.937500 Penalty: 849.544189
	Iteration 42F: 3 clusters Score -747908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (88719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Entering Unmasked Estep 
Score: -5518992.000000 Penalty: 518.391968
	Iteration 0F: 2 clusters Score -5518992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -5467237.000000 Penalty: 1036.783936
	Iteration 0F: 3 clusters Score -5467237 nChanged 43298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5492840.500000 Penalty: 1036.783936
	Iteration 1F: 3 clusters Score -5492840 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5493722.500000 Penalty: 1036.783936
	Iteration 2Q: 3 clusters Score -5493722 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5495082.000000 Penalty: 1036.783936
	Iteration 3Q: 3 clusters Score -5495082 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5497171.500000 Penalty: 1036.783936
	Iteration 4F: 3 clusters Score -5497172 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5500785.000000 Penalty: 1036.783936
	Iteration 5F: 3 clusters Score -5500785 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5505867.000000 Penalty: 1036.783936
	Iteration 6F: 3 clusters Score -5505867 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5510300.000000 Penalty: 1036.783936
	Iteration 7F: 3 clusters Score -5510300 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5512334.500000 Penalty: 1036.783936
	Iteration 8F: 3 clusters Score -5512334 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -5512957.500000 Penalty: 1036.783936
	Iteration 9Q: 3 clusters Score -5512958 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5513266.500000 Penalty: 1036.783936
	Iteration 10Q: 3 clusters Score -5513266 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5513558.500000 Penalty: 1036.783936
	Iteration 11Q: 3 clusters Score -5513558 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -5513798.500000 Penalty: 1036.783936
	Iteration 12Q: 3 clusters Score -5513798 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -5514132.000000 Penalty: 1036.783936
	Iteration 13Q: 3 clusters Score -5514132 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -5514418.500000 Penalty: 1036.783936
	Iteration 14Q: 3 clusters Score -5514418 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -5514804.000000 Penalty: 1036.783936
	Iteration 15Q: 3 clusters Score -5514804 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -5515146.500000 Penalty: 1036.783936
	Iteration 16Q: 3 clusters Score -5515146 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -5515514.000000 Penalty: 1036.783936
	Iteration 17Q: 3 clusters Score -5515514 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -5515802.000000 Penalty: 1036.783936
	Iteration 18Q: 3 clusters Score -5515802 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -5516092.000000 Penalty: 1036.783936
	Iteration 19Q: 3 clusters Score -5516092 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -5516485.500000 Penalty: 1036.783936
	Iteration 20F: 3 clusters Score -5516486 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -5516796.000000 Penalty: 1036.783936
	Iteration 21Q: 3 clusters Score -5516796 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5517084.500000 Penalty: 1036.783936
	Iteration 22Q: 3 clusters Score -5517084 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -5517404.500000 Penalty: 1036.783936
	Iteration 23Q: 3 clusters Score -5517404 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5517767.000000 Penalty: 1036.783936
	Iteration 24Q: 3 clusters Score -5517767 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5518114.500000 Penalty: 1036.783936
	Iteration 25Q: 3 clusters Score -5518114 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5518523.000000 Penalty: 1036.783936
	Iteration 26Q: 3 clusters Score -5518523 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5519005.000000 Penalty: 1036.783936
	Iteration 27Q: 3 clusters Score -5519005 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5519444.000000 Penalty: 1036.783936
	Iteration 28Q: 3 clusters Score -5519444 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5519857.000000 Penalty: 1036.783936
	Iteration 29Q: 3 clusters Score -5519857 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5520248.000000 Penalty: 1036.783936
	Iteration 30Q: 3 clusters Score -5520248 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -5520648.000000 Penalty: 1036.783936
	Iteration 31Q: 3 clusters Score -5520648 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5520956.000000 Penalty: 1036.783936
	Iteration 32Q: 3 clusters Score -5520956 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5521264.500000 Penalty: 1036.783936
	Iteration 33Q: 3 clusters Score -5521264 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -5521605.000000 Penalty: 1036.783936
	Iteration 34Q: 3 clusters Score -5521605 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5522009.500000 Penalty: 1036.783936
	Iteration 35Q: 3 clusters Score -5522010 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5522497.500000 Penalty: 1036.783936
	Iteration 36Q: 3 clusters Score -5522498 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -5522846.500000 Penalty: 1036.783936
	Iteration 37Q: 3 clusters Score -5522846 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5523072.500000 Penalty: 1036.783936
	Iteration 38Q: 3 clusters Score -5523072 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -5523120.500000 Penalty: 1036.783936
	Iteration 39Q: 3 clusters Score -5523120 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -5523086.500000 Penalty: 1036.783936
	Iteration 40F: 3 clusters Score -5523086 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5522809.500000 Penalty: 1036.783936
	Iteration 41Q: 3 clusters Score -5522810 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -5522627.000000 Penalty: 1036.783936
	Iteration 42Q: 3 clusters Score -5522627 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5522117.500000 Penalty: 1036.783936
	Iteration 43Q: 3 clusters Score -5522118 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -5521675.000000 Penalty: 1036.783936
	Iteration 44Q: 3 clusters Score -5521675 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5521286.500000 Penalty: 1036.783936
	Iteration 45Q: 3 clusters Score -5521286 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5520931.500000 Penalty: 1036.783936
	Iteration 46Q: 3 clusters Score -5520932 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5520628.000000 Penalty: 1036.783936
	Iteration 47Q: 3 clusters Score -5520628 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5520363.000000 Penalty: 1036.783936
	Iteration 48Q: 3 clusters Score -5520363 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5520134.000000 Penalty: 1036.783936
	Iteration 49Q: 3 clusters Score -5520134 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5519988.500000 Penalty: 1036.783936
	Iteration 50Q: 3 clusters Score -5519988 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5519973.500000 Penalty: 1036.783936
	Iteration 51Q: 3 clusters Score -5519974 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5519883.500000 Penalty: 1036.783936
	Iteration 52Q: 3 clusters Score -5519884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5519734.500000 Penalty: 1036.783936
	Iteration 53Q: 3 clusters Score -5519734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5519621.000000 Penalty: 1036.783936
	Iteration 54Q: 3 clusters Score -5519621 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5519548.500000 Penalty: 1036.783936
	Iteration 55Q: 3 clusters Score -5519548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5519464.500000 Penalty: 1036.783936
	Iteration 56Q: 3 clusters Score -5519464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5519362.500000 Penalty: 1036.783936
	Iteration 57Q: 3 clusters Score -5519362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5519343.000000 Penalty: 1036.783936
	Iteration 58Q: 3 clusters Score -5519343 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5519349.000000 Penalty: 1036.783936
	Iteration 59Q: 3 clusters Score -5519349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5519248.500000 Penalty: 1036.783936
	Iteration 60F: 3 clusters Score -5519248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5519167.500000 Penalty: 1036.783936
	Iteration 61Q: 3 clusters Score -5519168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5519104.500000 Penalty: 1036.783936
	Iteration 62Q: 3 clusters Score -5519104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5519072.000000 Penalty: 1036.783936
	Iteration 63Q: 3 clusters Score -5519072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5519044.000000 Penalty: 1036.783936
	Iteration 64Q: 3 clusters Score -5519044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5519030.500000 Penalty: 1036.783936
	Iteration 65Q: 3 clusters Score -5519030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5519017.500000 Penalty: 1036.783936
	Iteration 66Q: 3 clusters Score -5519018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5519008.500000 Penalty: 1036.783936
	Iteration 67Q: 3 clusters Score -5519008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5518980.500000 Penalty: 1036.783936
	Iteration 68Q: 3 clusters Score -5518980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5518988.000000 Penalty: 1036.783936
	Iteration 69Q: 3 clusters Score -5518988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5518975.000000 Penalty: 1036.783936
	Iteration 70Q: 3 clusters Score -5518975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5518963.000000 Penalty: 1036.783936
	Iteration 71Q: 3 clusters Score -5518963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5518967.500000 Penalty: 1036.783936
	Iteration 72Q: 3 clusters Score -5518968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5518957.500000 Penalty: 1036.783936
	Iteration 73Q: 3 clusters Score -5518958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5518945.000000 Penalty: 1036.783936
	Iteration 74Q: 3 clusters Score -5518945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5518948.000000 Penalty: 1036.783936
	Iteration 75Q: 3 clusters Score -5518948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5518945.000000 Penalty: 1036.783936
	Iteration 76Q: 3 clusters Score -5518945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5518945.000000 Penalty: 1036.783936
	Iteration 77F: 3 clusters Score -5518945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -92192.046875 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -92192.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -91131.539062 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -91131.54 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -91418.187500 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -91418.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -91461.328125 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -91461.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -91498.585938 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -91498.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -91532.593750 Penalty: 659.289673
	Iteration 4F: 3 clusters Score -91532.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91549.187500 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -91549.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91562.000000 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -91562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91570.164062 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -91570.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -91576.835938 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -91576.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91581.085938 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -91581.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91588.250000 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -91588.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91597.414062 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -91597.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91612.484375 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -91612.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91625.398438 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -91625.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91644.914062 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -91644.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91675.359375 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -91675.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91708.828125 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -91708.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -91731.406250 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -91731.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -91770.781250 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -91770.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -91812.679688 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -91812.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -91850.148438 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -91850.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -91873.023438 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -91873.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -91887.828125 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -91887.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -91896.625000 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -91896.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -91900.750000 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -91900.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -91904.148438 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -91904.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -91907.945312 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -91907.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -91917.531250 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -91917.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -91921.429688 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -91921.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -91923.320312 Penalty: 659.289673
	Iteration 29Q: 3 clusters Score -91923.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -91924.812500 Penalty: 659.289673
	Iteration 30Q: 3 clusters Score -91924.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -91924.812500 Penalty: 659.289673
	Iteration 31F: 3 clusters Score -91924.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (75641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Entering Unmasked Estep 
Score: -4849422.500000 Penalty: 511.135803
	Iteration 0F: 2 clusters Score -4849422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4800034.000000 Penalty: 1022.271606
	Iteration 0F: 3 clusters Score -4800034 nChanged 36764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -4823768.000000 Penalty: 1022.271606
	Iteration 1F: 3 clusters Score -4823768 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -4826174.000000 Penalty: 1022.271606
	Iteration 2Q: 3 clusters Score -4826174 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -4829938.500000 Penalty: 1022.271606
	Iteration 3F: 3 clusters Score -4829938 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -4834287.000000 Penalty: 1022.271606
	Iteration 4F: 3 clusters Score -4834287 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -4837160.500000 Penalty: 1022.271606
	Iteration 5F: 3 clusters Score -4837160 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -4838195.000000 Penalty: 1022.271606
	Iteration 6Q: 3 clusters Score -4838195 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -4838545.500000 Penalty: 1022.271606
	Iteration 7Q: 3 clusters Score -4838546 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -4838818.500000 Penalty: 1022.271606
	Iteration 8Q: 3 clusters Score -4838818 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -4839088.000000 Penalty: 1022.271606
	Iteration 9Q: 3 clusters Score -4839088 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -4839374.000000 Penalty: 1022.271606
	Iteration 10Q: 3 clusters Score -4839374 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -4839760.000000 Penalty: 1022.271606
	Iteration 11Q: 3 clusters Score -4839760 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -4840167.500000 Penalty: 1022.271606
	Iteration 12Q: 3 clusters Score -4840168 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -4840531.000000 Penalty: 1022.271606
	Iteration 13Q: 3 clusters Score -4840531 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -4840993.500000 Penalty: 1022.271606
	Iteration 14Q: 3 clusters Score -4840994 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -4841505.000000 Penalty: 1022.271606
	Iteration 15Q: 3 clusters Score -4841505 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -4842039.500000 Penalty: 1022.271606
	Iteration 16Q: 3 clusters Score -4842040 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -4842565.500000 Penalty: 1022.271606
	Iteration 17Q: 3 clusters Score -4842566 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -4843131.000000 Penalty: 1022.271606
	Iteration 18Q: 3 clusters Score -4843131 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -4843766.500000 Penalty: 1022.271606
	Iteration 19Q: 3 clusters Score -4843766 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -4844373.000000 Penalty: 1022.271606
	Iteration 20F: 3 clusters Score -4844373 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -4845035.000000 Penalty: 1022.271606
	Iteration 21Q: 3 clusters Score -4845035 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -4845654.000000 Penalty: 1022.271606
	Iteration 22Q: 3 clusters Score -4845654 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -4846142.500000 Penalty: 1022.271606
	Iteration 23Q: 3 clusters Score -4846142 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -4846625.500000 Penalty: 1022.271606
	Iteration 24Q: 3 clusters Score -4846626 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -4846939.000000 Penalty: 1022.271606
	Iteration 25Q: 3 clusters Score -4846939 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -4847163.500000 Penalty: 1022.271606
	Iteration 26Q: 3 clusters Score -4847164 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -4847411.500000 Penalty: 1022.271606
	Iteration 27Q: 3 clusters Score -4847412 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -4847528.500000 Penalty: 1022.271606
	Iteration 28Q: 3 clusters Score -4847528 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -4847610.000000 Penalty: 1022.271606
	Iteration 29Q: 3 clusters Score -4847610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -4847660.000000 Penalty: 1022.271606
	Iteration 30Q: 3 clusters Score -4847660 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -4847719.000000 Penalty: 1022.271606
	Iteration 31Q: 3 clusters Score -4847719 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -4847757.500000 Penalty: 1022.271606
	Iteration 32Q: 3 clusters Score -4847758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -4847809.000000 Penalty: 1022.271606
	Iteration 33Q: 3 clusters Score -4847809 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -4847844.500000 Penalty: 1022.271606
	Iteration 34Q: 3 clusters Score -4847844 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -4847868.000000 Penalty: 1022.271606
	Iteration 35Q: 3 clusters Score -4847868 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -4847887.500000 Penalty: 1022.271606
	Iteration 36Q: 3 clusters Score -4847888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -4847883.000000 Penalty: 1022.271606
	Iteration 37Q: 3 clusters Score -4847883 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -4847898.000000 Penalty: 1022.271606
	Iteration 38Q: 3 clusters Score -4847898 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -4847933.000000 Penalty: 1022.271606
	Iteration 39Q: 3 clusters Score -4847933 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -4847979.500000 Penalty: 1022.271606
	Iteration 40F: 3 clusters Score -4847980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -4847986.500000 Penalty: 1022.271606
	Iteration 41Q: 3 clusters Score -4847986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -4848005.000000 Penalty: 1022.271606
	Iteration 42Q: 3 clusters Score -4848005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -4848028.000000 Penalty: 1022.271606
	Iteration 43Q: 3 clusters Score -4848028 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -4848035.500000 Penalty: 1022.271606
	Iteration 44Q: 3 clusters Score -4848036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -4848041.500000 Penalty: 1022.271606
	Iteration 45Q: 3 clusters Score -4848042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -4848075.500000 Penalty: 1022.271606
	Iteration 46Q: 3 clusters Score -4848076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -4848111.500000 Penalty: 1022.271606
	Iteration 47Q: 3 clusters Score -4848112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -4848120.000000 Penalty: 1022.271606
	Iteration 48Q: 3 clusters Score -4848120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -4848157.000000 Penalty: 1022.271606
	Iteration 49Q: 3 clusters Score -4848157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -4848169.500000 Penalty: 1022.271606
	Iteration 50Q: 3 clusters Score -4848170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -4848158.000000 Penalty: 1022.271606
	Iteration 51Q: 3 clusters Score -4848158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -4848194.000000 Penalty: 1022.271606
	Iteration 52Q: 3 clusters Score -4848194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -4848205.500000 Penalty: 1022.271606
	Iteration 53Q: 3 clusters Score -4848206 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -4848240.500000 Penalty: 1022.271606
	Iteration 54Q: 3 clusters Score -4848240 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -4848263.000000 Penalty: 1022.271606
	Iteration 55Q: 3 clusters Score -4848263 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -4848317.000000 Penalty: 1022.271606
	Iteration 56Q: 3 clusters Score -4848317 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -4848343.000000 Penalty: 1022.271606
	Iteration 57Q: 3 clusters Score -4848343 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -4848409.500000 Penalty: 1022.271606
	Iteration 58Q: 3 clusters Score -4848410 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -4848439.000000 Penalty: 1022.271606
	Iteration 59Q: 3 clusters Score -4848439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -4848482.500000 Penalty: 1022.271606
	Iteration 60F: 3 clusters Score -4848482 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -4848523.500000 Penalty: 1022.271606
	Iteration 61Q: 3 clusters Score -4848524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -4848547.500000 Penalty: 1022.271606
	Iteration 62Q: 3 clusters Score -4848548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -4848586.500000 Penalty: 1022.271606
	Iteration 63Q: 3 clusters Score -4848586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -4848621.000000 Penalty: 1022.271606
	Iteration 64Q: 3 clusters Score -4848621 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -4848646.500000 Penalty: 1022.271606
	Iteration 65Q: 3 clusters Score -4848646 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -4848666.500000 Penalty: 1022.271606
	Iteration 66Q: 3 clusters Score -4848666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -4848693.500000 Penalty: 1022.271606
	Iteration 67Q: 3 clusters Score -4848694 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -4848742.000000 Penalty: 1022.271606
	Iteration 68Q: 3 clusters Score -4848742 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -4848769.500000 Penalty: 1022.271606
	Iteration 69Q: 3 clusters Score -4848770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -4848799.000000 Penalty: 1022.271606
	Iteration 70Q: 3 clusters Score -4848799 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -4848824.000000 Penalty: 1022.271606
	Iteration 71Q: 3 clusters Score -4848824 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -4848848.000000 Penalty: 1022.271606
	Iteration 72Q: 3 clusters Score -4848848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -4848882.500000 Penalty: 1022.271606
	Iteration 73Q: 3 clusters Score -4848882 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -4848918.500000 Penalty: 1022.271606
	Iteration 74Q: 3 clusters Score -4848918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -4848949.000000 Penalty: 1022.271606
	Iteration 75Q: 3 clusters Score -4848949 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -4848962.500000 Penalty: 1022.271606
	Iteration 76Q: 3 clusters Score -4848962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -4848992.000000 Penalty: 1022.271606
	Iteration 77Q: 3 clusters Score -4848992 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -4849004.000000 Penalty: 1022.271606
	Iteration 78Q: 3 clusters Score -4849004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -4849023.500000 Penalty: 1022.271606
	Iteration 79Q: 3 clusters Score -4849024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -4849042.000000 Penalty: 1022.271606
	Iteration 80F: 3 clusters Score -4849042 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -4849048.500000 Penalty: 1022.271606
	Iteration 81Q: 3 clusters Score -4849048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -4849061.000000 Penalty: 1022.271606
	Iteration 82Q: 3 clusters Score -4849061 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -4849093.000000 Penalty: 1022.271606
	Iteration 83Q: 3 clusters Score -4849093 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -4849132.000000 Penalty: 1022.271606
	Iteration 84Q: 3 clusters Score -4849132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -4849161.000000 Penalty: 1022.271606
	Iteration 85Q: 3 clusters Score -4849161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -4849187.000000 Penalty: 1022.271606
	Iteration 86Q: 3 clusters Score -4849187 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -4849236.000000 Penalty: 1022.271606
	Iteration 87Q: 3 clusters Score -4849236 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -4849265.500000 Penalty: 1022.271606
	Iteration 88Q: 3 clusters Score -4849266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -4849301.000000 Penalty: 1022.271606
	Iteration 89Q: 3 clusters Score -4849301 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4849325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4849345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4849366 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -4849385.500000 Penalty: 1022.271606
	Iteration 93Q: 3 clusters Score -4849386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -4849402.500000 Penalty: 1022.271606
	Iteration 94Q: 3 clusters Score -4849402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -4849421.000000 Penalty: 1022.271606
	Iteration 95Q: 3 clusters Score -4849421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -4849421.500000 Penalty: 1022.271606
	Iteration 96Q: 3 clusters Score -4849422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -4849442.500000 Penalty: 1022.271606
	Iteration 97Q: 3 clusters Score -4849442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4849456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -4849473.500000 Penalty: 1022.271606
	Iteration 99Q: 3 clusters Score -4849474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -4849490.000000 Penalty: 1022.271606
	Iteration 100F: 3 clusters Score -4849490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -4849491.500000 Penalty: 1022.271606
	Iteration 101Q: 3 clusters Score -4849492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -4849495.000000 Penalty: 1022.271606
	Iteration 102Q: 3 clusters Score -4849495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -4849503.500000 Penalty: 1022.271606
	Iteration 103Q: 3 clusters Score -4849504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -4849526.000000 Penalty: 1022.271606
	Iteration 104Q: 3 clusters Score -4849526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -4849548.000000 Penalty: 1022.271606
	Iteration 105Q: 3 clusters Score -4849548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -4849569.500000 Penalty: 1022.271606
	Iteration 106Q: 3 clusters Score -4849570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -4849584.500000 Penalty: 1022.271606
	Iteration 107Q: 3 clusters Score -4849584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -4849595.000000 Penalty: 1022.271606
	Iteration 108Q: 3 clusters Score -4849595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -4849594.000000 Penalty: 1022.271606
	Iteration 109Q: 3 clusters Score -4849594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -4849595.500000 Penalty: 1022.271606
	Iteration 110Q: 3 clusters Score -4849596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -4849583.000000 Penalty: 1022.271606
	Iteration 111Q: 3 clusters Score -4849583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -4849589.000000 Penalty: 1022.271606
	Iteration 112Q: 3 clusters Score -4849589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -4849590.500000 Penalty: 1022.271606
	Iteration 113Q: 3 clusters Score -4849590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -4849575.000000 Penalty: 1022.271606
	Iteration 114Q: 3 clusters Score -4849575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -4849586.000000 Penalty: 1022.271606
	Iteration 115Q: 3 clusters Score -4849586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -4849583.000000 Penalty: 1022.271606
	Iteration 116Q: 3 clusters Score -4849583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -4849575.000000 Penalty: 1022.271606
	Iteration 117Q: 3 clusters Score -4849575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -4849567.500000 Penalty: 1022.271606
	Iteration 118Q: 3 clusters Score -4849568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -4849556.500000 Penalty: 1022.271606
	Iteration 119Q: 3 clusters Score -4849556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -4849557.000000 Penalty: 1022.271606
	Iteration 120F: 3 clusters Score -4849557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -4849572.500000 Penalty: 1022.271606
	Iteration 121Q: 3 clusters Score -4849572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -4849548.500000 Penalty: 1022.271606
	Iteration 122Q: 3 clusters Score -4849548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -4849545.000000 Penalty: 1022.271606
	Iteration 123Q: 3 clusters Score -4849545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -4849539.500000 Penalty: 1022.271606
	Iteration 124Q: 3 clusters Score -4849540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -4849539.500000 Penalty: 1022.271606
	Iteration 125Q: 3 clusters Score -4849540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -4849534.000000 Penalty: 1022.271606
	Iteration 126Q: 3 clusters Score -4849534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -4849528.000000 Penalty: 1022.271606
	Iteration 127Q: 3 clusters Score -4849528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -4849512.500000 Penalty: 1022.271606
	Iteration 128Q: 3 clusters Score -4849512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -4849519.500000 Penalty: 1022.271606
	Iteration 129Q: 3 clusters Score -4849520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -4849505.000000 Penalty: 1022.271606
	Iteration 130Q: 3 clusters Score -4849505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -4849501.500000 Penalty: 1022.271606
	Iteration 131Q: 3 clusters Score -4849502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -4849496.500000 Penalty: 1022.271606
	Iteration 132Q: 3 clusters Score -4849496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -4849492.500000 Penalty: 1022.271606
	Iteration 133Q: 3 clusters Score -4849492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -4849490.000000 Penalty: 1022.271606
	Iteration 134Q: 3 clusters Score -4849490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -4849480.500000 Penalty: 1022.271606
	Iteration 135Q: 3 clusters Score -4849480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -4849469.500000 Penalty: 1022.271606
	Iteration 136Q: 3 clusters Score -4849470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -4849472.000000 Penalty: 1022.271606
	Iteration 137Q: 3 clusters Score -4849472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -4849469.000000 Penalty: 1022.271606
	Iteration 138Q: 3 clusters Score -4849469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -4849465.500000 Penalty: 1022.271606
	Iteration 139Q: 3 clusters Score -4849466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -4849458.500000 Penalty: 1022.271606
	Iteration 140F: 3 clusters Score -4849458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -4849456.500000 Penalty: 1022.271606
	Iteration 141Q: 3 clusters Score -4849456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -4849449.500000 Penalty: 1022.271606
	Iteration 142Q: 3 clusters Score -4849450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -4849443.000000 Penalty: 1022.271606
	Iteration 143Q: 3 clusters Score -4849443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -4849434.000000 Penalty: 1022.271606
	Iteration 144Q: 3 clusters Score -4849434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -4849439.000000 Penalty: 1022.271606
	Iteration 145Q: 3 clusters Score -4849439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -4849444.000000 Penalty: 1022.271606
	Iteration 146Q: 3 clusters Score -4849444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -4849442.500000 Penalty: 1022.271606
	Iteration 147Q: 3 clusters Score -4849442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -4849432.000000 Penalty: 1022.271606
	Iteration 148Q: 3 clusters Score -4849432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -4849430.000000 Penalty: 1022.271606
	Iteration 149Q: 3 clusters Score -4849430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -4849409.500000 Penalty: 1022.271606
	Iteration 150Q: 3 clusters Score -4849410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -4849417.500000 Penalty: 1022.271606
	Iteration 151Q: 3 clusters Score -4849418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -4849416.000000 Penalty: 1022.271606
	Iteration 152Q: 3 clusters Score -4849416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -4849415.000000 Penalty: 1022.271606
	Iteration 153Q: 3 clusters Score -4849415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -4849427.000000 Penalty: 1022.271606
	Iteration 154Q: 3 clusters Score -4849427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -4849420.500000 Penalty: 1022.271606
	Iteration 155Q: 3 clusters Score -4849420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -4849412.500000 Penalty: 1022.271606
	Iteration 156Q: 3 clusters Score -4849412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -4849406.500000 Penalty: 1022.271606
	Iteration 157Q: 3 clusters Score -4849406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -4849414.500000 Penalty: 1022.271606
	Iteration 158Q: 3 clusters Score -4849414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -4849398.500000 Penalty: 1022.271606
	Iteration 159Q: 3 clusters Score -4849398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -4849390.500000 Penalty: 1022.271606
	Iteration 160F: 3 clusters Score -4849390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -4849377.000000 Penalty: 1022.271606
	Iteration 161Q: 3 clusters Score -4849377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -4849373.500000 Penalty: 1022.271606
	Iteration 162Q: 3 clusters Score -4849374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -4849377.000000 Penalty: 1022.271606
	Iteration 163Q: 3 clusters Score -4849377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -4849378.000000 Penalty: 1022.271606
	Iteration 164Q: 3 clusters Score -4849378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -4849373.500000 Penalty: 1022.271606
	Iteration 165Q: 3 clusters Score -4849374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -4849373.000000 Penalty: 1022.271606
	Iteration 166Q: 3 clusters Score -4849373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -4849380.000000 Penalty: 1022.271606
	Iteration 167Q: 3 clusters Score -4849380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -4849378.500000 Penalty: 1022.271606
	Iteration 168Q: 3 clusters Score -4849378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -4849370.500000 Penalty: 1022.271606
	Iteration 169Q: 3 clusters Score -4849370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -4849372.500000 Penalty: 1022.271606
	Iteration 170Q: 3 clusters Score -4849372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -4849362.000000 Penalty: 1022.271606
	Iteration 171Q: 3 clusters Score -4849362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -4849362.000000 Penalty: 1022.271606
	Iteration 172Q: 3 clusters Score -4849362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -4849364.500000 Penalty: 1022.271606
	Iteration 173Q: 3 clusters Score -4849364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -4849362.500000 Penalty: 1022.271606
	Iteration 174Q: 3 clusters Score -4849362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -4849362.000000 Penalty: 1022.271606
	Iteration 175Q: 3 clusters Score -4849362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -4849358.000000 Penalty: 1022.271606
	Iteration 176Q: 3 clusters Score -4849358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -4849355.000000 Penalty: 1022.271606
	Iteration 177Q: 3 clusters Score -4849355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -4849362.000000 Penalty: 1022.271606
	Iteration 178Q: 3 clusters Score -4849362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -4849362.000000 Penalty: 1022.271606
	Iteration 179F: 3 clusters Score -4849362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -99384.406250 Penalty: 332.324860
	Iteration 0F: 2 clusters Score -99384.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98253.835938 Penalty: 664.649719
	Iteration 0F: 3 clusters Score -98253.84 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -98561.773438 Penalty: 664.649719
	Iteration 1F: 3 clusters Score -98561.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -98602.242188 Penalty: 664.649719
	Iteration 2F: 3 clusters Score -98602.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -98629.906250 Penalty: 664.649719
	Iteration 3Q: 3 clusters Score -98629.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -98651.968750 Penalty: 664.649719
	Iteration 4Q: 3 clusters Score -98651.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98680.851562 Penalty: 664.649719
	Iteration 5Q: 3 clusters Score -98680.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98714.078125 Penalty: 664.649719
	Iteration 6Q: 3 clusters Score -98714.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98742.710938 Penalty: 664.649719
	Iteration 7Q: 3 clusters Score -98742.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98768.328125 Penalty: 664.649719
	Iteration 8Q: 3 clusters Score -98768.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -98796.117188 Penalty: 664.649719
	Iteration 9Q: 3 clusters Score -98796.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98821.335938 Penalty: 664.649719
	Iteration 10Q: 3 clusters Score -98821.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98845.945312 Penalty: 664.649719
	Iteration 11Q: 3 clusters Score -98845.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98872.023438 Penalty: 664.649719
	Iteration 12Q: 3 clusters Score -98872.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98901.343750 Penalty: 664.649719
	Iteration 13Q: 3 clusters Score -98901.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98928.539062 Penalty: 664.649719
	Iteration 14Q: 3 clusters Score -98928.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98956.359375 Penalty: 664.649719
	Iteration 15Q: 3 clusters Score -98956.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98983.429688 Penalty: 664.649719
	Iteration 16Q: 3 clusters Score -98983.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99007.718750 Penalty: 664.649719
	Iteration 17Q: 3 clusters Score -99007.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99026.203125 Penalty: 664.649719
	Iteration 18Q: 3 clusters Score -99026.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99040.750000 Penalty: 664.649719
	Iteration 19Q: 3 clusters Score -99040.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99049.406250 Penalty: 664.649719
	Iteration 20F: 3 clusters Score -99049.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99052.390625 Penalty: 664.649719
	Iteration 21Q: 3 clusters Score -99052.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -99053.484375 Penalty: 664.649719
	Iteration 22Q: 3 clusters Score -99053.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99053.843750 Penalty: 664.649719
	Iteration 23Q: 3 clusters Score -99053.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99054.054688 Penalty: 664.649719
	Iteration 24Q: 3 clusters Score -99054.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -99054.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99056.062500 Penalty: 664.649719
	Iteration 26Q: 3 clusters Score -99056.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99056.375000 Penalty: 664.649719
	Iteration 27Q: 3 clusters Score -99056.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99056.609375 Penalty: 664.649719
	Iteration 28Q: 3 clusters Score -99056.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99057.109375 Penalty: 664.649719
	Iteration 29Q: 3 clusters Score -99057.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99058.164062 Penalty: 664.649719
	Iteration 30Q: 3 clusters Score -99058.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99060.273438 Penalty: 664.649719
	Iteration 31Q: 3 clusters Score -99060.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -99063.031250 Penalty: 664.649719
	Iteration 32Q: 3 clusters Score -99063.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99070.687500 Penalty: 664.649719
	Iteration 33Q: 3 clusters Score -99070.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99076.203125 Penalty: 664.649719
	Iteration 34Q: 3 clusters Score -99076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99081.945312 Penalty: 664.649719
	Iteration 35Q: 3 clusters Score -99081.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99083.796875 Penalty: 664.649719
	Iteration 36Q: 3 clusters Score -99083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99085.515625 Penalty: 664.649719
	Iteration 37Q: 3 clusters Score -99085.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99085.812500 Penalty: 664.649719
	Iteration 38Q: 3 clusters Score -99085.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99085.812500 Penalty: 664.649719
	Iteration 39F: 3 clusters Score -99085.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 43739 members 
Mstep: Class 7 contains 41500 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 82773 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 78379 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58690 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 23230 members 
Mstep: Class 20 contains 58189 members 
Mstep: Class 21 contains 12398 members 
Mstep: Class 22 contains 29411 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 6152 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17645 members 
Mstep: Class 29 contains 11335 members 
Mstep: Class 30 contains 88719 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75641 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 34 clusters Score -4.223677e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 43671 members 
Mstep: Class 7 contains 41765 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 13061 members 
Mstep: Class 11 contains 82714 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 78360 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58662 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 23138 members 
Mstep: Class 20 contains 58200 members 
Mstep: Class 21 contains 12381 members 
Mstep: Class 22 contains 29423 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17516 members 
Mstep: Class 29 contains 11628 members 
Mstep: Class 30 contains 88667 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75556 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237132.000000 Penalty: 20201.414062
Iteration 240F: 34 clusters Score -4.223713e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 43605 members 
Mstep: Class 7 contains 42021 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 13079 members 
Mstep: Class 11 contains 82613 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 78366 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58642 members 
Mstep: Class 17 contains 15472 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 23056 members 
Mstep: Class 20 contains 58204 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 29435 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17404 members 
Mstep: Class 29 contains 11976 members 
Mstep: Class 30 contains 88629 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75396 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 34 clusters Score -4.223743e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 43552 members 
Mstep: Class 7 contains 42309 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 13090 members 
Mstep: Class 11 contains 82474 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 78351 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58634 members 
Mstep: Class 17 contains 15452 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 22975 members 
Mstep: Class 20 contains 58208 members 
Mstep: Class 21 contains 12364 members 
Mstep: Class 22 contains 29449 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 6200 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17283 members 
Mstep: Class 29 contains 12317 members 
Mstep: Class 30 contains 88598 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75233 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237744.000000 Penalty: 20201.414062
Iteration 242Q: 34 clusters Score -4.223774e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 43495 members 
Mstep: Class 7 contains 42569 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 10 contains 13103 members 
Mstep: Class 11 contains 82361 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 78355 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58585 members 
Mstep: Class 17 contains 15435 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 22900 members 
Mstep: Class 20 contains 58212 members 
Mstep: Class 21 contains 12357 members 
Mstep: Class 22 contains 29462 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17175 members 
Mstep: Class 29 contains 12630 members 
Mstep: Class 30 contains 88588 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 75094 members 
Mstep: Class 34 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237772.000000 Penalty: 20201.414062
Iteration 243Q: 34 clusters Score -4.223777e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 43453 members 
Mstep: Class 7 contains 42817 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 13136 members 
Mstep: Class 11 contains 82212 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4840 members 
Mstep: Class 14 contains 78376 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58506 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 22814 members 
Mstep: Class 20 contains 58222 members 
Mstep: Class 21 contains 12352 members 
Mstep: Class 22 contains 29473 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 6266 members 
Mstep: Class 26 contains 5125 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 17068 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 88577 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 74978 members 
Mstep: Class 34 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237908.000000 Penalty: 20201.414062
Iteration 244Q: 34 clusters Score -4.223791e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 43422 members 
Mstep: Class 7 contains 43060 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 13156 members 
Mstep: Class 11 contains 82027 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 78437 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58401 members 
Mstep: Class 17 contains 15416 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 58230 members 
Mstep: Class 21 contains 12346 members 
Mstep: Class 22 contains 29489 members 
Mstep: Class 23 contains 4415 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 6315 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16988 members 
Mstep: Class 29 contains 13266 members 
Mstep: Class 30 contains 88568 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74826 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238288.000000 Penalty: 20201.414062
Iteration 245Q: 34 clusters Score -4.223829e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 43382 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 81884 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4762 members 
Mstep: Class 14 contains 78485 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58262 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 22675 members 
Mstep: Class 20 contains 58239 members 
Mstep: Class 21 contains 12339 members 
Mstep: Class 22 contains 29511 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 6357 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16918 members 
Mstep: Class 29 contains 13542 members 
Mstep: Class 30 contains 88551 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74739 members 
Mstep: Class 34 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238516.000000 Penalty: 20201.414062
Iteration 246Q: 34 clusters Score -4.223852e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 43344 members 
Mstep: Class 7 contains 43479 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 81760 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 78550 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 58122 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 19 contains 22594 members 
Mstep: Class 20 contains 58246 members 
Mstep: Class 21 contains 12333 members 
Mstep: Class 22 contains 29526 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16859 members 
Mstep: Class 29 contains 13778 members 
Mstep: Class 30 contains 88531 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74683 members 
Mstep: Class 34 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238768.000000 Penalty: 20201.414062
Iteration 247Q: 34 clusters Score -4.223877e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 43309 members 
Mstep: Class 7 contains 43666 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 13235 members 
Mstep: Class 11 contains 81660 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 78604 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57977 members 
Mstep: Class 17 contains 15381 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 22525 members 
Mstep: Class 20 contains 58258 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 29548 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 6457 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16796 members 
Mstep: Class 29 contains 14011 members 
Mstep: Class 30 contains 88504 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74645 members 
Mstep: Class 34 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238752.000000 Penalty: 20201.414062
Iteration 248Q: 34 clusters Score -4.223875e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 43285 members 
Mstep: Class 7 contains 43841 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 3205 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 81581 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 78628 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57848 members 
Mstep: Class 17 contains 15379 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22458 members 
Mstep: Class 20 contains 58270 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 29568 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 6500 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16719 members 
Mstep: Class 29 contains 14228 members 
Mstep: Class 30 contains 88473 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74620 members 
Mstep: Class 34 contains 1484 members 
Entering Unmasked Estep 
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Iteration 249Q: 34 clusters Score -4.223912e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 43261 members 
Mstep: Class 7 contains 43964 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 81530 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 78616 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57737 members 
Mstep: Class 17 contains 15373 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22400 members 
Mstep: Class 20 contains 58280 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 29588 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16649 members 
Mstep: Class 29 contains 14428 members 
Mstep: Class 30 contains 88479 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74616 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 250Q: 34 clusters Score -4.223922e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 43243 members 
Mstep: Class 7 contains 44095 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 3199 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 81490 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 78588 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57630 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22331 members 
Mstep: Class 20 contains 58291 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 22 contains 29604 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 6573 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16590 members 
Mstep: Class 29 contains 14626 members 
Mstep: Class 30 contains 88470 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74609 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 251Q: 34 clusters Score -4.223923e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 43229 members 
Mstep: Class 7 contains 44204 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 3199 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 81441 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4625 members 
Mstep: Class 14 contains 78568 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57543 members 
Mstep: Class 17 contains 15363 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22275 members 
Mstep: Class 20 contains 58308 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 29624 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 6610 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16520 members 
Mstep: Class 29 contains 14799 members 
Mstep: Class 30 contains 88458 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74621 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 252Q: 34 clusters Score -4.223955e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 6 contains 43205 members 
Mstep: Class 7 contains 44284 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 13324 members 
Mstep: Class 11 contains 81359 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 78519 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57430 members 
Mstep: Class 17 contains 15365 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22234 members 
Mstep: Class 20 contains 58325 members 
Mstep: Class 21 contains 12220 members 
Mstep: Class 22 contains 29644 members 
Mstep: Class 23 contains 4348 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 6660 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16458 members 
Mstep: Class 29 contains 14959 members 
Mstep: Class 30 contains 88445 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74720 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 253Q: 34 clusters Score -4.223946e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 43185 members 
Mstep: Class 7 contains 44311 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 13346 members 
Mstep: Class 11 contains 81305 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4579 members 
Mstep: Class 14 contains 78486 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57298 members 
Mstep: Class 17 contains 15361 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22187 members 
Mstep: Class 20 contains 58335 members 
Mstep: Class 21 contains 12195 members 
Mstep: Class 22 contains 29660 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16410 members 
Mstep: Class 29 contains 15091 members 
Mstep: Class 30 contains 88445 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74864 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 254Q: 34 clusters Score -4.223961e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 6 contains 43169 members 
Mstep: Class 7 contains 44340 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 81293 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 78421 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57184 members 
Mstep: Class 17 contains 15353 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 22141 members 
Mstep: Class 20 contains 58343 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 29671 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16364 members 
Mstep: Class 29 contains 15213 members 
Mstep: Class 30 contains 88437 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 74993 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 255Q: 34 clusters Score -4.223966e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 43153 members 
Mstep: Class 7 contains 44342 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 13391 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 78365 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 57073 members 
Mstep: Class 17 contains 15349 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 22093 members 
Mstep: Class 20 contains 58343 members 
Mstep: Class 21 contains 12140 members 
Mstep: Class 22 contains 29692 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6835 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16313 members 
Mstep: Class 29 contains 15358 members 
Mstep: Class 30 contains 88430 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75102 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 256Q: 34 clusters Score -4.223972e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 43144 members 
Mstep: Class 7 contains 44349 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 78314 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56939 members 
Mstep: Class 17 contains 15339 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 22052 members 
Mstep: Class 20 contains 58345 members 
Mstep: Class 21 contains 12117 members 
Mstep: Class 22 contains 29712 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 2414 members 
Mstep: Class 25 contains 6887 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16270 members 
Mstep: Class 29 contains 15519 members 
Mstep: Class 30 contains 88431 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75169 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 257Q: 34 clusters Score -4.223978e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 43129 members 
Mstep: Class 7 contains 44339 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 13446 members 
Mstep: Class 11 contains 81285 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4492 members 
Mstep: Class 14 contains 78299 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56784 members 
Mstep: Class 17 contains 15327 members 
Mstep: Class 18 contains 1781 members 
Mstep: Class 19 contains 21995 members 
Mstep: Class 20 contains 58351 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 29735 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 6945 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16227 members 
Mstep: Class 29 contains 15681 members 
Mstep: Class 30 contains 88437 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75276 members 
Mstep: Class 34 contains 1485 members 
Entering Unmasked Estep 
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Iteration 258Q: 34 clusters Score -4.22398e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4130 members 
Mstep: Class 6 contains 43113 members 
Mstep: Class 7 contains 44335 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 81278 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 78267 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56611 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 21934 members 
Mstep: Class 20 contains 58353 members 
Mstep: Class 21 contains 12091 members 
Mstep: Class 22 contains 29754 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7004 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16184 members 
Mstep: Class 29 contains 15860 members 
Mstep: Class 30 contains 88448 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75366 members 
Mstep: Class 34 contains 1487 members 
Entering Unmasked Estep 
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Iteration 259Q: 34 clusters Score -4.223973e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 43103 members 
Mstep: Class 7 contains 44331 members 
Mstep: Class 8 contains 1322 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 13503 members 
Mstep: Class 11 contains 81305 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 78240 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56489 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 58353 members 
Mstep: Class 21 contains 12085 members 
Mstep: Class 22 contains 29769 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7044 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16142 members 
Mstep: Class 29 contains 16024 members 
Mstep: Class 30 contains 88449 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75379 members 
Mstep: Class 34 contains 1491 members 
Entering Unmasked Estep 
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Iteration 260F: 34 clusters Score -4.223985e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 43103 members 
Mstep: Class 7 contains 44344 members 
Mstep: Class 8 contains 1320 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 13527 members 
Mstep: Class 11 contains 81292 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56389 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 19 contains 21848 members 
Mstep: Class 20 contains 58345 members 
Mstep: Class 21 contains 12083 members 
Mstep: Class 22 contains 29784 members 
Mstep: Class 23 contains 4307 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7077 members 
Mstep: Class 26 contains 5125 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16105 members 
Mstep: Class 29 contains 16181 members 
Mstep: Class 30 contains 88451 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75382 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
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Iteration 261Q: 34 clusters Score -4.224e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 43106 members 
Mstep: Class 7 contains 44372 members 
Mstep: Class 8 contains 1320 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 81257 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 78169 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56261 members 
Mstep: Class 17 contains 15333 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 21805 members 
Mstep: Class 20 contains 58340 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 29797 members 
Mstep: Class 23 contains 4304 members 
Mstep: Class 24 contains 2431 members 
Mstep: Class 25 contains 7120 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16080 members 
Mstep: Class 29 contains 16328 members 
Mstep: Class 30 contains 88459 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75414 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
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Iteration 262Q: 34 clusters Score -4.223998e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 43107 members 
Mstep: Class 7 contains 44405 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 13570 members 
Mstep: Class 11 contains 81230 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 78122 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 56120 members 
Mstep: Class 17 contains 15340 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 21780 members 
Mstep: Class 20 contains 58340 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 29808 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 7160 members 
Mstep: Class 26 contains 5129 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16055 members 
Mstep: Class 29 contains 16459 members 
Mstep: Class 30 contains 88470 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75454 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
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Iteration 263Q: 34 clusters Score -4.223998e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 6 contains 43099 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 13592 members 
Mstep: Class 11 contains 81236 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 78087 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55980 members 
Mstep: Class 17 contains 15332 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 21750 members 
Mstep: Class 20 contains 58337 members 
Mstep: Class 21 contains 12067 members 
Mstep: Class 22 contains 29819 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2440 members 
Mstep: Class 25 contains 7201 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16035 members 
Mstep: Class 29 contains 16559 members 
Mstep: Class 30 contains 88489 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75504 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
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Iteration 264Q: 34 clusters Score -4.223999e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 43100 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 81249 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55855 members 
Mstep: Class 17 contains 15322 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 21720 members 
Mstep: Class 20 contains 58339 members 
Mstep: Class 21 contains 12066 members 
Mstep: Class 22 contains 29827 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 16010 members 
Mstep: Class 29 contains 16675 members 
Mstep: Class 30 contains 88471 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75509 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
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Iteration 265Q: 34 clusters Score -4.223997e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 43092 members 
Mstep: Class 7 contains 44428 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 81283 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 78121 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55723 members 
Mstep: Class 17 contains 15318 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 21692 members 
Mstep: Class 20 contains 58343 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 29840 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2452 members 
Mstep: Class 25 contains 7302 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15981 members 
Mstep: Class 29 contains 16793 members 
Mstep: Class 30 contains 88453 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75490 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
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Iteration 266Q: 34 clusters Score -4.223993e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 43072 members 
Mstep: Class 7 contains 44436 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 81319 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 78134 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55586 members 
Mstep: Class 17 contains 15319 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 21656 members 
Mstep: Class 20 contains 58347 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 29856 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 7344 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 16914 members 
Mstep: Class 30 contains 88456 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75487 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
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Iteration 267Q: 34 clusters Score -4.22398e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 43062 members 
Mstep: Class 7 contains 44424 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 13662 members 
Mstep: Class 11 contains 81341 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 78139 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55455 members 
Mstep: Class 17 contains 15318 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 21628 members 
Mstep: Class 20 contains 58351 members 
Mstep: Class 21 contains 12084 members 
Mstep: Class 22 contains 29875 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 2467 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15930 members 
Mstep: Class 29 contains 17027 members 
Mstep: Class 30 contains 88454 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75505 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239844.000000 Penalty: 20201.414062
Iteration 268Q: 34 clusters Score -4.223984e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 43049 members 
Mstep: Class 7 contains 44402 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 81357 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 78151 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55322 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 1781 members 
Mstep: Class 19 contains 21583 members 
Mstep: Class 20 contains 58352 members 
Mstep: Class 21 contains 12087 members 
Mstep: Class 22 contains 29888 members 
Mstep: Class 23 contains 4281 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15913 members 
Mstep: Class 29 contains 17171 members 
Mstep: Class 30 contains 88458 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75528 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239880.000000 Penalty: 20201.414062
Iteration 269Q: 34 clusters Score -4.223988e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 43042 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 13703 members 
Mstep: Class 11 contains 81383 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 78118 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55203 members 
Mstep: Class 17 contains 15307 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 21543 members 
Mstep: Class 20 contains 58352 members 
Mstep: Class 21 contains 12093 members 
Mstep: Class 22 contains 29900 members 
Mstep: Class 23 contains 4278 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 7465 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15889 members 
Mstep: Class 29 contains 17299 members 
Mstep: Class 30 contains 88460 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75552 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239848.000000 Penalty: 20201.414062
Iteration 270Q: 34 clusters Score -4.223985e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 43034 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 13732 members 
Mstep: Class 11 contains 81396 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 78099 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 55064 members 
Mstep: Class 17 contains 15310 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 21500 members 
Mstep: Class 20 contains 58350 members 
Mstep: Class 21 contains 12092 members 
Mstep: Class 22 contains 29907 members 
Mstep: Class 23 contains 4276 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 7507 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15869 members 
Mstep: Class 29 contains 17426 members 
Mstep: Class 30 contains 88466 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75579 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239900.000000 Penalty: 20201.414062
Iteration 271Q: 34 clusters Score -4.22399e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 43019 members 
Mstep: Class 7 contains 44416 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 81393 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 78071 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54949 members 
Mstep: Class 17 contains 15314 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 21458 members 
Mstep: Class 20 contains 58354 members 
Mstep: Class 21 contains 12101 members 
Mstep: Class 22 contains 29917 members 
Mstep: Class 23 contains 4273 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 7541 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15851 members 
Mstep: Class 29 contains 17559 members 
Mstep: Class 30 contains 88480 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75599 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239916.000000 Penalty: 20201.414062
Iteration 272Q: 34 clusters Score -4.223992e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4110 members 
Mstep: Class 6 contains 43001 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 3158 members 
Mstep: Class 10 contains 13768 members 
Mstep: Class 11 contains 81381 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 14 contains 78065 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54825 members 
Mstep: Class 17 contains 15312 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 21418 members 
Mstep: Class 20 contains 58360 members 
Mstep: Class 21 contains 12100 members 
Mstep: Class 22 contains 29919 members 
Mstep: Class 23 contains 4271 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 7593 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15832 members 
Mstep: Class 29 contains 17693 members 
Mstep: Class 30 contains 88471 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75652 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239948.000000 Penalty: 20201.414062
Iteration 273Q: 34 clusters Score -4.223995e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 42980 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 13778 members 
Mstep: Class 11 contains 81394 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 78074 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54715 members 
Mstep: Class 17 contains 15296 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 21398 members 
Mstep: Class 20 contains 58363 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 29921 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 7645 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15801 members 
Mstep: Class 29 contains 17811 members 
Mstep: Class 30 contains 88469 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75674 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240000.000000 Penalty: 20201.414062
Iteration 274Q: 34 clusters Score -4.224e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 42964 members 
Mstep: Class 7 contains 44395 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 11 contains 81410 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 78097 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54590 members 
Mstep: Class 17 contains 15291 members 
Mstep: Class 18 contains 1785 members 
Mstep: Class 19 contains 21388 members 
Mstep: Class 20 contains 58362 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 29923 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 5129 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15765 members 
Mstep: Class 29 contains 17963 members 
Mstep: Class 30 contains 88479 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75637 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240004.000000 Penalty: 20201.414062
Iteration 275Q: 34 clusters Score -4.224e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 42954 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 13789 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 78122 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54479 members 
Mstep: Class 17 contains 15281 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 21367 members 
Mstep: Class 20 contains 58362 members 
Mstep: Class 21 contains 12099 members 
Mstep: Class 22 contains 29933 members 
Mstep: Class 23 contains 4267 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15728 members 
Mstep: Class 29 contains 18112 members 
Mstep: Class 30 contains 88494 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75602 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239944.000000 Penalty: 20201.414062
Iteration 276Q: 34 clusters Score -4.223994e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 42941 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 13794 members 
Mstep: Class 11 contains 81362 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3977 members 
Mstep: Class 14 contains 78147 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54364 members 
Mstep: Class 17 contains 15272 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 58367 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 29938 members 
Mstep: Class 23 contains 4265 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 7818 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15693 members 
Mstep: Class 29 contains 18262 members 
Mstep: Class 30 contains 88520 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75556 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239948.000000 Penalty: 20201.414062
Iteration 277Q: 34 clusters Score -4.223995e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 44423 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 81355 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 78135 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54257 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 21296 members 
Mstep: Class 20 contains 58373 members 
Mstep: Class 21 contains 12117 members 
Mstep: Class 22 contains 29946 members 
Mstep: Class 23 contains 4264 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15662 members 
Mstep: Class 29 contains 18392 members 
Mstep: Class 30 contains 88532 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75531 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239984.000000 Penalty: 20201.414062
Iteration 278Q: 34 clusters Score -4.223998e+07 nChanged 1272
Entering ConstructFrom: 
Score: -42239984.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -65402.097656 Penalty: 315.069855
	Iteration 0F: 2 clusters Score -65402.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -64553.746094 Penalty: 630.139709
	Iteration 0F: 3 clusters Score -64553.75 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64817.507812 Penalty: 630.139709
	Iteration 1F: 3 clusters Score -64817.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64896.285156 Penalty: 630.139709
	Iteration 2F: 3 clusters Score -64896.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -64987.359375 Penalty: 630.139709
	Iteration 3F: 3 clusters Score -64987.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65046.304688 Penalty: 630.139709
	Iteration 4F: 3 clusters Score -65046.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65091.375000 Penalty: 630.139709
	Iteration 5Q: 3 clusters Score -65091.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65143.761719 Penalty: 630.139709
	Iteration 6Q: 3 clusters Score -65143.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65169.984375 Penalty: 630.139709
	Iteration 7Q: 3 clusters Score -65169.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65190.859375 Penalty: 630.139709
	Iteration 8Q: 3 clusters Score -65190.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65205.605469 Penalty: 630.139709
	Iteration 9Q: 3 clusters Score -65205.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65215.371094 Penalty: 630.139709
	Iteration 10Q: 3 clusters Score -65215.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65223.671875 Penalty: 630.139709
	Iteration 11Q: 3 clusters Score -65223.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65230.679688 Penalty: 630.139709
	Iteration 12Q: 3 clusters Score -65230.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65236.882812 Penalty: 630.139709
	Iteration 13Q: 3 clusters Score -65236.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65239.296875 Penalty: 630.139709
	Iteration 14Q: 3 clusters Score -65239.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65242.472656 Penalty: 630.139709
	Iteration 15Q: 3 clusters Score -65242.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65244.167969 Penalty: 630.139709
	Iteration 16Q: 3 clusters Score -65244.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -65245.734375 Penalty: 630.139709
	Iteration 17Q: 3 clusters Score -65245.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -65246.914062 Penalty: 630.139709
	Iteration 18Q: 3 clusters Score -65246.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65247.843750 Penalty: 630.139709
	Iteration 19Q: 3 clusters Score -65247.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -65248.843750 Penalty: 630.139709
	Iteration 20F: 3 clusters Score -65248.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65251.437500 Penalty: 630.139709
	Iteration 21Q: 3 clusters Score -65251.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65253.636719 Penalty: 630.139709
	Iteration 22Q: 3 clusters Score -65253.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65253.906250 Penalty: 630.139709
	Iteration 23Q: 3 clusters Score -65253.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -65253.992188 Penalty: 630.139709
	Iteration 24Q: 3 clusters Score -65253.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -65253.992188 Penalty: 630.139709
	Iteration 25F: 3 clusters Score -65253.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -239222.437500 Penalty: 380.062653
	Iteration 0F: 2 clusters Score -239222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -236371.515625 Penalty: 760.125305
	Iteration 0F: 3 clusters Score -236371.5 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -237489.843750 Penalty: 760.125305
	Iteration 1F: 3 clusters Score -237489.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -237618.437500 Penalty: 760.125305
	Iteration 2F: 3 clusters Score -237618.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -237754.421875 Penalty: 760.125305
	Iteration 3F: 3 clusters Score -237754.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -237922.296875 Penalty: 760.125305
	Iteration 4F: 3 clusters Score -237922.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -238146.250000 Penalty: 760.125305
	Iteration 5F: 3 clusters Score -238146.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -238375.062500 Penalty: 760.125305
	Iteration 6F: 3 clusters Score -238375.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -238569.500000 Penalty: 760.125305
	Iteration 7F: 3 clusters Score -238569.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -238701.796875 Penalty: 760.125305
	Iteration 8Q: 3 clusters Score -238701.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -238783.500000 Penalty: 760.125305
	Iteration 9Q: 3 clusters Score -238783.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -238830.453125 Penalty: 760.125305
	Iteration 10Q: 3 clusters Score -238830.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -238864.265625 Penalty: 760.125305
	Iteration 11Q: 3 clusters Score -238864.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -238886.718750 Penalty: 760.125305
	Iteration 12Q: 3 clusters Score -238886.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -238898.250000 Penalty: 760.125305
	Iteration 13Q: 3 clusters Score -238898.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -238910.328125 Penalty: 760.125305
	Iteration 14Q: 3 clusters Score -238910.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -238921.953125 Penalty: 760.125305
	Iteration 15Q: 3 clusters Score -238922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -238931.562500 Penalty: 760.125305
	Iteration 16Q: 3 clusters Score -238931.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -238939.234375 Penalty: 760.125305
	Iteration 17Q: 3 clusters Score -238939.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -238942.375000 Penalty: 760.125305
	Iteration 18Q: 3 clusters Score -238942.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -238945.109375 Penalty: 760.125305
	Iteration 19Q: 3 clusters Score -238945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -238947.750000 Penalty: 760.125305
	Iteration 20F: 3 clusters Score -238947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -238949.796875 Penalty: 760.125305
	Iteration 21Q: 3 clusters Score -238949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -238951.296875 Penalty: 760.125305
	Iteration 22Q: 3 clusters Score -238951.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -238952.562500 Penalty: 760.125305
	Iteration 23Q: 3 clusters Score -238952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -238954.218750 Penalty: 760.125305
	Iteration 24Q: 3 clusters Score -238954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -238956.843750 Penalty: 760.125305
	Iteration 25Q: 3 clusters Score -238956.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -238959.765625 Penalty: 760.125305
	Iteration 26Q: 3 clusters Score -238959.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -238963.640625 Penalty: 760.125305
	Iteration 27Q: 3 clusters Score -238963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -238966.171875 Penalty: 760.125305
	Iteration 28Q: 3 clusters Score -238966.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -238969.250000 Penalty: 760.125305
	Iteration 29Q: 3 clusters Score -238969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -238970.687500 Penalty: 760.125305
	Iteration 30Q: 3 clusters Score -238970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -238972.750000 Penalty: 760.125305
	Iteration 31Q: 3 clusters Score -238972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -238975.953125 Penalty: 760.125305
	Iteration 32Q: 3 clusters Score -238976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -238977.328125 Penalty: 760.125305
	Iteration 33Q: 3 clusters Score -238977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -238979.765625 Penalty: 760.125305
	Iteration 34Q: 3 clusters Score -238979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -238981.421875 Penalty: 760.125305
	Iteration 35Q: 3 clusters Score -238981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -238984.859375 Penalty: 760.125305
	Iteration 36Q: 3 clusters Score -238984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -238986.031250 Penalty: 760.125305
	Iteration 37Q: 3 clusters Score -238986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -238987.546875 Penalty: 760.125305
	Iteration 38Q: 3 clusters Score -238987.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -238989.750000 Penalty: 760.125305
	Iteration 39Q: 3 clusters Score -238989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -238991.031250 Penalty: 760.125305
	Iteration 40F: 3 clusters Score -238991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -238992.640625 Penalty: 760.125305
	Iteration 41Q: 3 clusters Score -238992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -238994.734375 Penalty: 760.125305
	Iteration 42Q: 3 clusters Score -238994.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -238996.171875 Penalty: 760.125305
	Iteration 43Q: 3 clusters Score -238996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -238997.484375 Penalty: 760.125305
	Iteration 44Q: 3 clusters Score -238997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -238999.578125 Penalty: 760.125305
	Iteration 45Q: 3 clusters Score -238999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -239001.078125 Penalty: 760.125305
	Iteration 46Q: 3 clusters Score -239001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -239001.796875 Penalty: 760.125305
	Iteration 47Q: 3 clusters Score -239001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -239002.281250 Penalty: 760.125305
	Iteration 48Q: 3 clusters Score -239002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -239002.687500 Penalty: 760.125305
	Iteration 49Q: 3 clusters Score -239002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -239002.984375 Penalty: 760.125305
	Iteration 50Q: 3 clusters Score -239003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -239003.046875 Penalty: 760.125305
	Iteration 51Q: 3 clusters Score -239003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -239003.093750 Penalty: 760.125305
	Iteration 52Q: 3 clusters Score -239003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -239003.734375 Penalty: 760.125305
	Iteration 53Q: 3 clusters Score -239003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -239004.140625 Penalty: 760.125305
	Iteration 54Q: 3 clusters Score -239004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -239003.968750 Penalty: 760.125305
	Iteration 55Q: 3 clusters Score -239004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -239004.140625 Penalty: 760.125305
	Iteration 56Q: 3 clusters Score -239004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -239004.734375 Penalty: 760.125305
	Iteration 57Q: 3 clusters Score -239004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -239004.734375 Penalty: 760.125305
	Iteration 58F: 3 clusters Score -239004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -110217.171875 Penalty: 340.589874
	Iteration 0F: 2 clusters Score -110217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -108882.398438 Penalty: 681.179749
	Iteration 0F: 3 clusters Score -108882.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -109286.882812 Penalty: 681.179749
	Iteration 1F: 3 clusters Score -109286.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -109367.421875 Penalty: 681.179749
	Iteration 2F: 3 clusters Score -109367.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109410.140625 Penalty: 681.179749
	Iteration 3F: 3 clusters Score -109410.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109449.257812 Penalty: 681.179749
	Iteration 4Q: 3 clusters Score -109449.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -109494.148438 Penalty: 681.179749
	Iteration 5Q: 3 clusters Score -109494.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -109542.281250 Penalty: 681.179749
	Iteration 6Q: 3 clusters Score -109542.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -109593.070312 Penalty: 681.179749
	Iteration 7Q: 3 clusters Score -109593.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -109637.460938 Penalty: 681.179749
	Iteration 8Q: 3 clusters Score -109637.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -109670.109375 Penalty: 681.179749
	Iteration 9Q: 3 clusters Score -109670.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -109703.187500 Penalty: 681.179749
	Iteration 10Q: 3 clusters Score -109703.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109733.468750 Penalty: 681.179749
	Iteration 11Q: 3 clusters Score -109733.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109755.078125 Penalty: 681.179749
	Iteration 12Q: 3 clusters Score -109755.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -109776.132812 Penalty: 681.179749
	Iteration 13Q: 3 clusters Score -109776.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109789.398438 Penalty: 681.179749
	Iteration 14Q: 3 clusters Score -109789.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -109801.726562 Penalty: 681.179749
	Iteration 15Q: 3 clusters Score -109801.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -109811.835938 Penalty: 681.179749
	Iteration 16Q: 3 clusters Score -109811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -109816.859375 Penalty: 681.179749
	Iteration 17Q: 3 clusters Score -109816.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109821.054688 Penalty: 681.179749
	Iteration 18Q: 3 clusters Score -109821.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -109825.078125 Penalty: 681.179749
	Iteration 19Q: 3 clusters Score -109825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109827.820312 Penalty: 681.179749
	Iteration 20F: 3 clusters Score -109827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -109829.968750 Penalty: 681.179749
	Iteration 21Q: 3 clusters Score -109830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109832.289062 Penalty: 681.179749
	Iteration 22Q: 3 clusters Score -109832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109834.039062 Penalty: 681.179749
	Iteration 23Q: 3 clusters Score -109834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109837.039062 Penalty: 681.179749
	Iteration 24Q: 3 clusters Score -109837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109841.328125 Penalty: 681.179749
	Iteration 25Q: 3 clusters Score -109841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -109842.289062 Penalty: 681.179749
	Iteration 26Q: 3 clusters Score -109842.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109844.867188 Penalty: 681.179749
	Iteration 27Q: 3 clusters Score -109844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109848.328125 Penalty: 681.179749
	Iteration 28Q: 3 clusters Score -109848.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109851.632812 Penalty: 681.179749
	Iteration 29Q: 3 clusters Score -109851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109854.085938 Penalty: 681.179749
	Iteration 30Q: 3 clusters Score -109854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -109856.890625 Penalty: 681.179749
	Iteration 31Q: 3 clusters Score -109856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109858.562500 Penalty: 681.179749
	Iteration 32Q: 3 clusters Score -109858.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109859.757812 Penalty: 681.179749
	Iteration 33Q: 3 clusters Score -109859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109860.226562 Penalty: 681.179749
	Iteration 34Q: 3 clusters Score -109860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109860.218750 Penalty: 681.179749
	Iteration 35Q: 3 clusters Score -109860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109861.851562 Penalty: 681.179749
	Iteration 36Q: 3 clusters Score -109861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109862.671875 Penalty: 681.179749
	Iteration 37Q: 3 clusters Score -109862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109863.367188 Penalty: 681.179749
	Iteration 38Q: 3 clusters Score -109863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109863.937500 Penalty: 681.179749
	Iteration 39Q: 3 clusters Score -109863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109865.101562 Penalty: 681.179749
	Iteration 40F: 3 clusters Score -109865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109867.070312 Penalty: 681.179749
	Iteration 41Q: 3 clusters Score -109867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -109867.898438 Penalty: 681.179749
	Iteration 42Q: 3 clusters Score -109867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109868.296875 Penalty: 681.179749
	Iteration 43Q: 3 clusters Score -109868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109868.687500 Penalty: 681.179749
	Iteration 44Q: 3 clusters Score -109868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109869.312500 Penalty: 681.179749
	Iteration 45Q: 3 clusters Score -109869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109869.640625 Penalty: 681.179749
	Iteration 46Q: 3 clusters Score -109869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109870.148438 Penalty: 681.179749
	Iteration 47Q: 3 clusters Score -109870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109870.343750 Penalty: 681.179749
	Iteration 48Q: 3 clusters Score -109870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109870.570312 Penalty: 681.179749
	Iteration 49Q: 3 clusters Score -109870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -109871.250000 Penalty: 681.179749
	Iteration 50Q: 3 clusters Score -109871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109871.937500 Penalty: 681.179749
	Iteration 51Q: 3 clusters Score -109871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109872.351562 Penalty: 681.179749
	Iteration 52Q: 3 clusters Score -109872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109872.828125 Penalty: 681.179749
	Iteration 53Q: 3 clusters Score -109872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -109873.015625 Penalty: 681.179749
	Iteration 54Q: 3 clusters Score -109873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109873.132812 Penalty: 681.179749
	Iteration 55Q: 3 clusters Score -109873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109873.132812 Penalty: 681.179749
	Iteration 56F: 3 clusters Score -109873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -53185.820312 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -53185.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -52359.906250 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -52359.91 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52685.843750 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -52685.84 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -52772.570312 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -52772.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -52840.734375 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -52840.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -52907.996094 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -52908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -52973.238281 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -52973.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -53020.199219 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -53020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53054.777344 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -53054.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53069.144531 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -53069.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53079.054688 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -53079.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -53085.187500 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -53085.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -53087.925781 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -53087.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -53091.203125 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -53091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -53093.601562 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -53093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53095.582031 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -53095.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53096.601562 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -53096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53100.675781 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -53100.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53109.152344 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -53109.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -53127.714844 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -53127.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53139.398438 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -53139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -53151.550781 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -53151.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -53159.023438 Penalty: 632.436951
	Iteration 21Q: 3 clusters Score -53159.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -53166.519531 Penalty: 632.436951
	Iteration 22Q: 3 clusters Score -53166.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -53176.179688 Penalty: 632.436951
	Iteration 23Q: 3 clusters Score -53176.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -53178.753906 Penalty: 632.436951
	Iteration 24Q: 3 clusters Score -53178.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53180.171875 Penalty: 632.436951
	Iteration 25Q: 3 clusters Score -53180.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53181.234375 Penalty: 632.436951
	Iteration 26Q: 3 clusters Score -53181.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53183.695312 Penalty: 632.436951
	Iteration 27Q: 3 clusters Score -53183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53186.460938 Penalty: 632.436951
	Iteration 28Q: 3 clusters Score -53186.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -53187.019531 Penalty: 632.436951
	Iteration 29Q: 3 clusters Score -53187.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -53187.019531 Penalty: 632.436951
	Iteration 30F: 3 clusters Score -53187.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 4177 members 
Mstep: Class 6 contains 42929 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 13809 members 
Mstep: Class 11 contains 81346 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 78146 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54145 members 
Mstep: Class 17 contains 15257 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 21283 members 
Mstep: Class 20 contains 58378 members 
Mstep: Class 21 contains 12126 members 
Mstep: Class 22 contains 29948 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 7953 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15622 members 
Mstep: Class 29 contains 18524 members 
Mstep: Class 30 contains 88549 members 
Mstep: Class 31 contains 673 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75525 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
Score: -42239704.000000 Penalty: 20813.578125
Splitting cluster 4 changes total score from -42239984.000000 to -42239704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -275592.468750 Penalty: 379.349365
	Iteration 0F: 2 clusters Score -275592.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -272746.281250 Penalty: 758.698730
	Iteration 0F: 3 clusters Score -272746.3 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -273802.593750 Penalty: 758.698730
	Iteration 1F: 3 clusters Score -273802.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -273941.437500 Penalty: 758.698730
	Iteration 2F: 3 clusters Score -273941.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -274093.781250 Penalty: 758.698730
	Iteration 3F: 3 clusters Score -274093.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -274273.062500 Penalty: 758.698730
	Iteration 4F: 3 clusters Score -274273.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274522.250000 Penalty: 758.698730
	Iteration 5F: 3 clusters Score -274522.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -274762.250000 Penalty: 758.698730
	Iteration 6F: 3 clusters Score -274762.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -274939.656250 Penalty: 758.698730
	Iteration 7Q: 3 clusters Score -274939.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275034.625000 Penalty: 758.698730
	Iteration 8Q: 3 clusters Score -275034.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -275083.937500 Penalty: 758.698730
	Iteration 9Q: 3 clusters Score -275083.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -275104.093750 Penalty: 758.698730
	Iteration 10Q: 3 clusters Score -275104.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -275123.468750 Penalty: 758.698730
	Iteration 11Q: 3 clusters Score -275123.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -275141.187500 Penalty: 758.698730
	Iteration 12Q: 3 clusters Score -275141.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -275162.687500 Penalty: 758.698730
	Iteration 13Q: 3 clusters Score -275162.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -275185.281250 Penalty: 758.698730
	Iteration 14Q: 3 clusters Score -275185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -275194.593750 Penalty: 758.698730
	Iteration 15Q: 3 clusters Score -275194.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -275200.625000 Penalty: 758.698730
	Iteration 16Q: 3 clusters Score -275200.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -275205.500000 Penalty: 758.698730
	Iteration 17Q: 3 clusters Score -275205.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -275212.812500 Penalty: 758.698730
	Iteration 18Q: 3 clusters Score -275212.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -275217.843750 Penalty: 758.698730
	Iteration 19Q: 3 clusters Score -275217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -275222.093750 Penalty: 758.698730
	Iteration 20F: 3 clusters Score -275222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -275224.656250 Penalty: 758.698730
	Iteration 21Q: 3 clusters Score -275224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -275226.875000 Penalty: 758.698730
	Iteration 22Q: 3 clusters Score -275226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -275227.656250 Penalty: 758.698730
	Iteration 23Q: 3 clusters Score -275227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -275228.500000 Penalty: 758.698730
	Iteration 24Q: 3 clusters Score -275228.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -275228.500000 Penalty: 758.698730
	Iteration 25F: 3 clusters Score -275228.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Entering Unmasked Estep 
Score: -2839437.000000 Penalty: 485.362305
	Iteration 0F: 2 clusters Score -2839437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2811319.250000 Penalty: 970.724609
	Iteration 0F: 3 clusters Score -2811319 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2823567.000000 Penalty: 970.724609
	Iteration 1F: 3 clusters Score -2823567 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2824292.500000 Penalty: 970.724609
	Iteration 2Q: 3 clusters Score -2824292 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2825462.750000 Penalty: 970.724609
	Iteration 3F: 3 clusters Score -2825463 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -2827208.750000 Penalty: 970.724609
	Iteration 4F: 3 clusters Score -2827209 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2829500.000000 Penalty: 970.724609
	Iteration 5F: 3 clusters Score -2829500 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -2831746.500000 Penalty: 970.724609
	Iteration 6F: 3 clusters Score -2831746 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -2833278.500000 Penalty: 970.724609
	Iteration 7F: 3 clusters Score -2833278 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -2833956.500000 Penalty: 970.724609
	Iteration 8Q: 3 clusters Score -2833956 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -2834216.750000 Penalty: 970.724609
	Iteration 9Q: 3 clusters Score -2834217 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -2834334.500000 Penalty: 970.724609
	Iteration 10Q: 3 clusters Score -2834334 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -2834439.500000 Penalty: 970.724609
	Iteration 11Q: 3 clusters Score -2834440 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -2834561.500000 Penalty: 970.724609
	Iteration 12Q: 3 clusters Score -2834562 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -2834655.500000 Penalty: 970.724609
	Iteration 13Q: 3 clusters Score -2834656 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -2834765.000000 Penalty: 970.724609
	Iteration 14Q: 3 clusters Score -2834765 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -2834904.250000 Penalty: 970.724609
	Iteration 15Q: 3 clusters Score -2834904 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -2835020.500000 Penalty: 970.724609
	Iteration 16Q: 3 clusters Score -2835020 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -2835134.250000 Penalty: 970.724609
	Iteration 17Q: 3 clusters Score -2835134 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -2835242.500000 Penalty: 970.724609
	Iteration 18Q: 3 clusters Score -2835242 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -2835391.750000 Penalty: 970.724609
	Iteration 19Q: 3 clusters Score -2835392 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -2835486.000000 Penalty: 970.724609
	Iteration 20F: 3 clusters Score -2835486 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -2835620.500000 Penalty: 970.724609
	Iteration 21Q: 3 clusters Score -2835620 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -2835773.500000 Penalty: 970.724609
	Iteration 22Q: 3 clusters Score -2835774 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -2835922.750000 Penalty: 970.724609
	Iteration 23Q: 3 clusters Score -2835923 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -2836098.250000 Penalty: 970.724609
	Iteration 24Q: 3 clusters Score -2836098 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -2836229.500000 Penalty: 970.724609
	Iteration 25Q: 3 clusters Score -2836230 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -2836380.250000 Penalty: 970.724609
	Iteration 26Q: 3 clusters Score -2836380 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -2836550.750000 Penalty: 970.724609
	Iteration 27Q: 3 clusters Score -2836551 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -2836663.500000 Penalty: 970.724609
	Iteration 28Q: 3 clusters Score -2836664 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -2836826.500000 Penalty: 970.724609
	Iteration 29Q: 3 clusters Score -2836826 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -2837082.250000 Penalty: 970.724609
	Iteration 30Q: 3 clusters Score -2837082 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2837377.750000 Penalty: 970.724609
	Iteration 31Q: 3 clusters Score -2837378 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -2837733.250000 Penalty: 970.724609
	Iteration 32Q: 3 clusters Score -2837733 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -2837995.750000 Penalty: 970.724609
	Iteration 33Q: 3 clusters Score -2837996 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -2838274.750000 Penalty: 970.724609
	Iteration 34Q: 3 clusters Score -2838275 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -2838473.500000 Penalty: 970.724609
	Iteration 35Q: 3 clusters Score -2838474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -2838603.500000 Penalty: 970.724609
	Iteration 36Q: 3 clusters Score -2838604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -2838715.500000 Penalty: 970.724609
	Iteration 37Q: 3 clusters Score -2838716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -2838798.000000 Penalty: 970.724609
	Iteration 38Q: 3 clusters Score -2838798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -2838848.250000 Penalty: 970.724609
	Iteration 39Q: 3 clusters Score -2838848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -2838899.250000 Penalty: 970.724609
	Iteration 40F: 3 clusters Score -2838899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -2838935.750000 Penalty: 970.724609
	Iteration 41Q: 3 clusters Score -2838936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -2838951.500000 Penalty: 970.724609
	Iteration 42Q: 3 clusters Score -2838952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -2838957.250000 Penalty: 970.724609
	Iteration 43Q: 3 clusters Score -2838957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -2838964.750000 Penalty: 970.724609
	Iteration 44Q: 3 clusters Score -2838965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -2838967.750000 Penalty: 970.724609
	Iteration 45Q: 3 clusters Score -2838968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -2838970.250000 Penalty: 970.724609
	Iteration 46Q: 3 clusters Score -2838970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -2838970.250000 Penalty: 970.724609
	Iteration 47F: 3 clusters Score -2838970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Entering Unmasked Estep 
Score: -2914621.250000 Penalty: 486.899384
	Iteration 0F: 2 clusters Score -2914621 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 22037 members 
Entering Unmasked Estep 
Score: -2886707.000000 Penalty: 973.798767
	Iteration 0F: 3 clusters Score -2886707 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2900196.750000 Penalty: 973.798767
	Iteration 1F: 3 clusters Score -2900197 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2901288.750000 Penalty: 973.798767
	Iteration 2Q: 3 clusters Score -2901289 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2902708.000000 Penalty: 973.798767
	Iteration 3F: 3 clusters Score -2902708 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2904640.250000 Penalty: 973.798767
	Iteration 4F: 3 clusters Score -2904640 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2906465.000000 Penalty: 973.798767
	Iteration 5F: 3 clusters Score -2906465 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2907357.000000 Penalty: 973.798767
	Iteration 6Q: 3 clusters Score -2907357 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2907576.500000 Penalty: 973.798767
	Iteration 7Q: 3 clusters Score -2907576 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2907601.500000 Penalty: 973.798767
	Iteration 8Q: 3 clusters Score -2907602 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2907612.750000 Penalty: 973.798767
	Iteration 9Q: 3 clusters Score -2907613 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2907616.750000 Penalty: 973.798767
	Iteration 10Q: 3 clusters Score -2907617 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2907588.750000 Penalty: 973.798767
	Iteration 11Q: 3 clusters Score -2907589 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2907616.500000 Penalty: 973.798767
	Iteration 12Q: 3 clusters Score -2907616 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2907651.000000 Penalty: 973.798767
	Iteration 13Q: 3 clusters Score -2907651 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2907722.500000 Penalty: 973.798767
	Iteration 14Q: 3 clusters Score -2907722 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2907861.250000 Penalty: 973.798767
	Iteration 15Q: 3 clusters Score -2907861 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2908096.750000 Penalty: 973.798767
	Iteration 16Q: 3 clusters Score -2908097 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2908383.500000 Penalty: 973.798767
	Iteration 17Q: 3 clusters Score -2908384 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -2908660.500000 Penalty: 973.798767
	Iteration 18Q: 3 clusters Score -2908660 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -2909062.250000 Penalty: 973.798767
	Iteration 19Q: 3 clusters Score -2909062 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -2909429.750000 Penalty: 973.798767
	Iteration 20F: 3 clusters Score -2909430 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -2909793.250000 Penalty: 973.798767
	Iteration 21Q: 3 clusters Score -2909793 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -2910175.500000 Penalty: 973.798767
	Iteration 22Q: 3 clusters Score -2910176 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -2910611.000000 Penalty: 973.798767
	Iteration 23Q: 3 clusters Score -2910611 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -2911045.000000 Penalty: 973.798767
	Iteration 24Q: 3 clusters Score -2911045 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -2911475.500000 Penalty: 973.798767
	Iteration 25Q: 3 clusters Score -2911476 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -2911799.750000 Penalty: 973.798767
	Iteration 26Q: 3 clusters Score -2911800 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -2912182.750000 Penalty: 973.798767
	Iteration 27Q: 3 clusters Score -2912183 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -2912587.250000 Penalty: 973.798767
	Iteration 28Q: 3 clusters Score -2912587 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -2912897.000000 Penalty: 973.798767
	Iteration 29Q: 3 clusters Score -2912897 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -2913159.750000 Penalty: 973.798767
	Iteration 30Q: 3 clusters Score -2913160 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -2913398.500000 Penalty: 973.798767
	Iteration 31Q: 3 clusters Score -2913398 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -2913606.750000 Penalty: 973.798767
	Iteration 32Q: 3 clusters Score -2913607 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -2913812.750000 Penalty: 973.798767
	Iteration 33Q: 3 clusters Score -2913813 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -2913962.000000 Penalty: 973.798767
	Iteration 34Q: 3 clusters Score -2913962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -2914028.500000 Penalty: 973.798767
	Iteration 35Q: 3 clusters Score -2914028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -2914079.500000 Penalty: 973.798767
	Iteration 36Q: 3 clusters Score -2914080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -2914116.500000 Penalty: 973.798767
	Iteration 37Q: 3 clusters Score -2914116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -2914139.500000 Penalty: 973.798767
	Iteration 38Q: 3 clusters Score -2914140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -2914162.000000 Penalty: 973.798767
	Iteration 39Q: 3 clusters Score -2914162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -2914171.750000 Penalty: 973.798767
	Iteration 40F: 3 clusters Score -2914172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -2914191.250000 Penalty: 973.798767
	Iteration 41Q: 3 clusters Score -2914191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -2914198.000000 Penalty: 973.798767
	Iteration 42Q: 3 clusters Score -2914198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -2914200.750000 Penalty: 973.798767
	Iteration 43Q: 3 clusters Score -2914201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -2914205.250000 Penalty: 973.798767
	Iteration 44Q: 3 clusters Score -2914205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -2914211.750000 Penalty: 973.798767
	Iteration 45Q: 3 clusters Score -2914212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -2914210.000000 Penalty: 973.798767
	Iteration 46Q: 3 clusters Score -2914210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -2914211.750000 Penalty: 973.798767
	Iteration 47Q: 3 clusters Score -2914212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -2914211.750000 Penalty: 973.798767
	Iteration 48F: 3 clusters Score -2914212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -70253.054688 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -70253.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -69230.320312 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -69230.32 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -69551.312500 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -69551.31 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69674.695312 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -69674.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69789.109375 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -69789.11 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69903.445312 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -69903.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69966.164062 Penalty: 652.830200
	Iteration 5F: 3 clusters Score -69966.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70039.585938 Penalty: 652.830200
	Iteration 6F: 3 clusters Score -70039.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70072.242188 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -70072.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70089.593750 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -70089.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70107.960938 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -70107.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70129.140625 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -70129.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70138.578125 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -70138.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70143.812500 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -70143.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70148.304688 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -70148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70151.062500 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -70151.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70151.585938 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -70151.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70151.867188 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -70151.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70151.945312 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -70151.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70151.945312 Penalty: 652.830200
	Iteration 18F: 3 clusters Score -70151.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -193070.375000 Penalty: 365.854980
	Iteration 0F: 2 clusters Score -193070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -190873.968750 Penalty: 731.709961
	Iteration 0F: 3 clusters Score -190874 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -191592.546875 Penalty: 731.709961
	Iteration 1F: 3 clusters Score -191592.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -191665.578125 Penalty: 731.709961
	Iteration 2F: 3 clusters Score -191665.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -191719.046875 Penalty: 731.709961
	Iteration 3Q: 3 clusters Score -191719 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -191765.281250 Penalty: 731.709961
	Iteration 4Q: 3 clusters Score -191765.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -191832.468750 Penalty: 731.709961
	Iteration 5Q: 3 clusters Score -191832.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -191907.843750 Penalty: 731.709961
	Iteration 6Q: 3 clusters Score -191907.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -192054.109375 Penalty: 731.709961
	Iteration 7F: 3 clusters Score -192054.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -192220.515625 Penalty: 731.709961
	Iteration 8F: 3 clusters Score -192220.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -192377.687500 Penalty: 731.709961
	Iteration 9F: 3 clusters Score -192377.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -192508.031250 Penalty: 731.709961
	Iteration 10F: 3 clusters Score -192508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -192591.593750 Penalty: 731.709961
	Iteration 11Q: 3 clusters Score -192591.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -192639.375000 Penalty: 731.709961
	Iteration 12Q: 3 clusters Score -192639.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -192663.171875 Penalty: 731.709961
	Iteration 13Q: 3 clusters Score -192663.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -192682.796875 Penalty: 731.709961
	Iteration 14Q: 3 clusters Score -192682.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -192702.406250 Penalty: 731.709961
	Iteration 15Q: 3 clusters Score -192702.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -192716.484375 Penalty: 731.709961
	Iteration 16Q: 3 clusters Score -192716.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -192732.156250 Penalty: 731.709961
	Iteration 17Q: 3 clusters Score -192732.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -192748.203125 Penalty: 731.709961
	Iteration 18Q: 3 clusters Score -192748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -192772.031250 Penalty: 731.709961
	Iteration 19Q: 3 clusters Score -192772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -192801.015625 Penalty: 731.709961
	Iteration 20F: 3 clusters Score -192801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -192820.609375 Penalty: 731.709961
	Iteration 21Q: 3 clusters Score -192820.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -192837.328125 Penalty: 731.709961
	Iteration 22Q: 3 clusters Score -192837.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -192843.781250 Penalty: 731.709961
	Iteration 23Q: 3 clusters Score -192843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -192847.453125 Penalty: 731.709961
	Iteration 24Q: 3 clusters Score -192847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -192851.812500 Penalty: 731.709961
	Iteration 25Q: 3 clusters Score -192851.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -192854.890625 Penalty: 731.709961
	Iteration 26Q: 3 clusters Score -192854.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -192856.156250 Penalty: 731.709961
	Iteration 27Q: 3 clusters Score -192856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -192857.046875 Penalty: 731.709961
	Iteration 28Q: 3 clusters Score -192857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -192857.984375 Penalty: 731.709961
	Iteration 29Q: 3 clusters Score -192858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -192858.187500 Penalty: 731.709961
	Iteration 30Q: 3 clusters Score -192858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -192858.203125 Penalty: 731.709961
	Iteration 31Q: 3 clusters Score -192858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -192858.406250 Penalty: 731.709961
	Iteration 32Q: 3 clusters Score -192858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -192858.906250 Penalty: 731.709961
	Iteration 33Q: 3 clusters Score -192858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -192858.906250 Penalty: 731.709961
	Iteration 34Q: 3 clusters Score -192858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -192858.906250 Penalty: 731.709961
	Iteration 35Q: 3 clusters Score -192858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -192858.906250 Penalty: 731.709961
	Iteration 36F: 3 clusters Score -192858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Entering Unmasked Estep 
Score: -844766.500000 Penalty: 433.754974
	Iteration 0F: 2 clusters Score -844766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -835509.062500 Penalty: 867.509949
	Iteration 0F: 3 clusters Score -835509.1 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -839990.562500 Penalty: 867.509949
	Iteration 1F: 3 clusters Score -839990.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -840874.000000 Penalty: 867.509949
	Iteration 2F: 3 clusters Score -840874 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -841943.500000 Penalty: 867.509949
	Iteration 3F: 3 clusters Score -841943.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -842770.750000 Penalty: 867.509949
	Iteration 4F: 3 clusters Score -842770.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -843345.687500 Penalty: 867.509949
	Iteration 5Q: 3 clusters Score -843345.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -843707.125000 Penalty: 867.509949
	Iteration 6Q: 3 clusters Score -843707.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -843925.875000 Penalty: 867.509949
	Iteration 7Q: 3 clusters Score -843925.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -844074.937500 Penalty: 867.509949
	Iteration 8Q: 3 clusters Score -844074.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -844187.750000 Penalty: 867.509949
	Iteration 9Q: 3 clusters Score -844187.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -844276.687500 Penalty: 867.509949
	Iteration 10Q: 3 clusters Score -844276.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -844351.625000 Penalty: 867.509949
	Iteration 11Q: 3 clusters Score -844351.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -844410.875000 Penalty: 867.509949
	Iteration 12Q: 3 clusters Score -844410.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -844454.812500 Penalty: 867.509949
	Iteration 13Q: 3 clusters Score -844454.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -844485.187500 Penalty: 867.509949
	Iteration 14Q: 3 clusters Score -844485.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -844501.250000 Penalty: 867.509949
	Iteration 15Q: 3 clusters Score -844501.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -844517.187500 Penalty: 867.509949
	Iteration 16Q: 3 clusters Score -844517.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -844525.562500 Penalty: 867.509949
	Iteration 17Q: 3 clusters Score -844525.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -844532.000000 Penalty: 867.509949
	Iteration 18Q: 3 clusters Score -844532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -844535.437500 Penalty: 867.509949
	Iteration 19Q: 3 clusters Score -844535.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -844537.562500 Penalty: 867.509949
	Iteration 20F: 3 clusters Score -844537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -844538.187500 Penalty: 867.509949
	Iteration 21Q: 3 clusters Score -844538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -844539.875000 Penalty: 867.509949
	Iteration 22Q: 3 clusters Score -844539.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -844541.187500 Penalty: 867.509949
	Iteration 23Q: 3 clusters Score -844541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -844543.000000 Penalty: 867.509949
	Iteration 24Q: 3 clusters Score -844543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -844547.000000 Penalty: 867.509949
	Iteration 25Q: 3 clusters Score -844547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -844546.812500 Penalty: 867.509949
	Iteration 26Q: 3 clusters Score -844546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -844546.750000 Penalty: 867.509949
	Iteration 27Q: 3 clusters Score -844546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -844550.625000 Penalty: 867.509949
	Iteration 28Q: 3 clusters Score -844550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -844549.687500 Penalty: 867.509949
	Iteration 29Q: 3 clusters Score -844549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -844550.875000 Penalty: 867.509949
	Iteration 30Q: 3 clusters Score -844550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -844551.312500 Penalty: 867.509949
	Iteration 31Q: 3 clusters Score -844551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -844550.812500 Penalty: 867.509949
	Iteration 32Q: 3 clusters Score -844550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -844551.625000 Penalty: 867.509949
	Iteration 33Q: 3 clusters Score -844551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -844552.062500 Penalty: 867.509949
	Iteration 34Q: 3 clusters Score -844552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -844552.062500 Penalty: 867.509949
	Iteration 35F: 3 clusters Score -844552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Entering Unmasked Estep 
Score: -5055059.500000 Penalty: 514.444275
	Iteration 0F: 2 clusters Score -5055060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5000364.000000 Penalty: 1028.888550
	Iteration 0F: 3 clusters Score -5000364 nChanged 39780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -5024120.500000 Penalty: 1028.888550
	Iteration 1F: 3 clusters Score -5024120 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5024876.000000 Penalty: 1028.888550
	Iteration 2Q: 3 clusters Score -5024876 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5025946.000000 Penalty: 1028.888550
	Iteration 3Q: 3 clusters Score -5025946 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -5027843.500000 Penalty: 1028.888550
	Iteration 4F: 3 clusters Score -5027844 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -5030873.000000 Penalty: 1028.888550
	Iteration 5F: 3 clusters Score -5030873 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -5035689.500000 Penalty: 1028.888550
	Iteration 6F: 3 clusters Score -5035690 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -5041518.500000 Penalty: 1028.888550
	Iteration 7F: 3 clusters Score -5041518 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -5046747.000000 Penalty: 1028.888550
	Iteration 8F: 3 clusters Score -5046747 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -5050230.000000 Penalty: 1028.888550
	Iteration 9Q: 3 clusters Score -5050230 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -5052157.000000 Penalty: 1028.888550
	Iteration 10Q: 3 clusters Score -5052157 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -5053217.500000 Penalty: 1028.888550
	Iteration 11Q: 3 clusters Score -5053218 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -5053797.500000 Penalty: 1028.888550
	Iteration 12Q: 3 clusters Score -5053798 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -5054157.500000 Penalty: 1028.888550
	Iteration 13Q: 3 clusters Score -5054158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -5054377.500000 Penalty: 1028.888550
	Iteration 14Q: 3 clusters Score -5054378 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -5054504.000000 Penalty: 1028.888550
	Iteration 15Q: 3 clusters Score -5054504 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -5054556.000000 Penalty: 1028.888550
	Iteration 16Q: 3 clusters Score -5054556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -5054589.000000 Penalty: 1028.888550
	Iteration 17Q: 3 clusters Score -5054589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -5054638.000000 Penalty: 1028.888550
	Iteration 18Q: 3 clusters Score -5054638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -5054668.500000 Penalty: 1028.888550
	Iteration 19Q: 3 clusters Score -5054668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -5054668.000000 Penalty: 1028.888550
	Iteration 20F: 3 clusters Score -5054668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -5054677.000000 Penalty: 1028.888550
	Iteration 21Q: 3 clusters Score -5054677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -5054680.500000 Penalty: 1028.888550
	Iteration 22Q: 3 clusters Score -5054680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -5054685.500000 Penalty: 1028.888550
	Iteration 23Q: 3 clusters Score -5054686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -5054687.500000 Penalty: 1028.888550
	Iteration 24Q: 3 clusters Score -5054688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -5054688.000000 Penalty: 1028.888550
	Iteration 25Q: 3 clusters Score -5054688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -5054690.500000 Penalty: 1028.888550
	Iteration 26Q: 3 clusters Score -5054690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -5054688.500000 Penalty: 1028.888550
	Iteration 27Q: 3 clusters Score -5054688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -5054690.000000 Penalty: 1028.888550
	Iteration 28Q: 3 clusters Score -5054690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -5054693.000000 Penalty: 1028.888550
	Iteration 29Q: 3 clusters Score -5054693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -5054693.500000 Penalty: 1028.888550
	Iteration 30Q: 3 clusters Score -5054694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -5054695.000000 Penalty: 1028.888550
	Iteration 31Q: 3 clusters Score -5054695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -5054694.500000 Penalty: 1028.888550
	Iteration 32Q: 3 clusters Score -5054694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -5054698.000000 Penalty: 1028.888550
	Iteration 33Q: 3 clusters Score -5054698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -5054692.500000 Penalty: 1028.888550
	Iteration 34Q: 3 clusters Score -5054692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -5054693.500000 Penalty: 1028.888550
	Iteration 35Q: 3 clusters Score -5054694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -5054693.000000 Penalty: 1028.888550
	Iteration 36Q: 3 clusters Score -5054693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -5054692.000000 Penalty: 1028.888550
	Iteration 37Q: 3 clusters Score -5054692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -5054690.500000 Penalty: 1028.888550
	Iteration 38Q: 3 clusters Score -5054690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -5054695.000000 Penalty: 1028.888550
	Iteration 39Q: 3 clusters Score -5054695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -5054691.000000 Penalty: 1028.888550
	Iteration 40F: 3 clusters Score -5054691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -5054692.000000 Penalty: 1028.888550
	Iteration 41Q: 3 clusters Score -5054692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -5054692.000000 Penalty: 1028.888550
	Iteration 42F: 3 clusters Score -5054692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2239.085205 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2239.085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2328.562012 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2328.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -245866.062500 Penalty: 376.564392
	Iteration 0F: 2 clusters Score -245866.1 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 1965 members 
Entering Unmasked Estep 
Score: -243169.109375 Penalty: 753.128784
	Iteration 0F: 3 clusters Score -243169.1 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -244197.375000 Penalty: 753.128784
	Iteration 1F: 3 clusters Score -244197.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -244332.359375 Penalty: 753.128784
	Iteration 2F: 3 clusters Score -244332.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -244461.484375 Penalty: 753.128784
	Iteration 3F: 3 clusters Score -244461.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -244606.015625 Penalty: 753.128784
	Iteration 4F: 3 clusters Score -244606 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -244773.500000 Penalty: 753.128784
	Iteration 5F: 3 clusters Score -244773.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -244914.687500 Penalty: 753.128784
	Iteration 6F: 3 clusters Score -244914.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -245006.328125 Penalty: 753.128784
	Iteration 7Q: 3 clusters Score -245006.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -245043.109375 Penalty: 753.128784
	Iteration 8Q: 3 clusters Score -245043.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -245059.718750 Penalty: 753.128784
	Iteration 9Q: 3 clusters Score -245059.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -245069.000000 Penalty: 753.128784
	Iteration 10Q: 3 clusters Score -245069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -245077.703125 Penalty: 753.128784
	Iteration 11Q: 3 clusters Score -245077.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -245085.828125 Penalty: 753.128784
	Iteration 12Q: 3 clusters Score -245085.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -245099.312500 Penalty: 753.128784
	Iteration 13Q: 3 clusters Score -245099.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -245114.703125 Penalty: 753.128784
	Iteration 14Q: 3 clusters Score -245114.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -245131.578125 Penalty: 753.128784
	Iteration 15Q: 3 clusters Score -245131.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -245148.671875 Penalty: 753.128784
	Iteration 16Q: 3 clusters Score -245148.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -245162.328125 Penalty: 753.128784
	Iteration 17Q: 3 clusters Score -245162.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -245168.406250 Penalty: 753.128784
	Iteration 18Q: 3 clusters Score -245168.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -245172.671875 Penalty: 753.128784
	Iteration 19Q: 3 clusters Score -245172.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -245178.750000 Penalty: 753.128784
	Iteration 20F: 3 clusters Score -245178.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -245184.812500 Penalty: 753.128784
	Iteration 21Q: 3 clusters Score -245184.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -245187.937500 Penalty: 753.128784
	Iteration 22Q: 3 clusters Score -245187.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -245192.609375 Penalty: 753.128784
	Iteration 23Q: 3 clusters Score -245192.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -245201.031250 Penalty: 753.128784
	Iteration 24Q: 3 clusters Score -245201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -245207.781250 Penalty: 753.128784
	Iteration 25Q: 3 clusters Score -245207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -245213.765625 Penalty: 753.128784
	Iteration 26Q: 3 clusters Score -245213.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -245218.734375 Penalty: 753.128784
	Iteration 27Q: 3 clusters Score -245218.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -245222.843750 Penalty: 753.128784
	Iteration 28Q: 3 clusters Score -245222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -245226.000000 Penalty: 753.128784
	Iteration 29Q: 3 clusters Score -245226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -245229.312500 Penalty: 753.128784
	Iteration 30Q: 3 clusters Score -245229.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -245231.593750 Penalty: 753.128784
	Iteration 31Q: 3 clusters Score -245231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -245232.437500 Penalty: 753.128784
	Iteration 32Q: 3 clusters Score -245232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245232.796875 Penalty: 753.128784
	Iteration 33Q: 3 clusters Score -245232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -245233.062500 Penalty: 753.128784
	Iteration 34Q: 3 clusters Score -245233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -245233.250000 Penalty: 753.128784
	Iteration 35Q: 3 clusters Score -245233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -245234.281250 Penalty: 753.128784
	Iteration 36Q: 3 clusters Score -245234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -245234.328125 Penalty: 753.128784
	Iteration 37Q: 3 clusters Score -245234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -245234.937500 Penalty: 753.128784
	Iteration 38Q: 3 clusters Score -245234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -245234.937500 Penalty: 753.128784
	Iteration 39F: 3 clusters Score -245234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Entering Unmasked Estep 
Score: -4921081.000000 Penalty: 512.618225
	Iteration 0F: 2 clusters Score -4921081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4869258.000000 Penalty: 1025.236450
	Iteration 0F: 3 clusters Score -4869258 nChanged 38109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -4894098.000000 Penalty: 1025.236450
	Iteration 1F: 3 clusters Score -4894098 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -4896942.500000 Penalty: 1025.236450
	Iteration 2F: 3 clusters Score -4896942 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -4901362.000000 Penalty: 1025.236450
	Iteration 3F: 3 clusters Score -4901362 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -4905993.500000 Penalty: 1025.236450
	Iteration 4F: 3 clusters Score -4905994 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -4908596.000000 Penalty: 1025.236450
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4915890 nChanged 1562
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4918578 nChanged 934
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4919050 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4919159 nChanged 460
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Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4919276 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4919352 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4919439 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4919477 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4919509 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4919506 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4919496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4919502 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4919503 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4919504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4919511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4919506 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4919520 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4919520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4919511 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4919516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4919534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4919540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4919546 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4919582 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4919596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4919598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4919631 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4919642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4919671 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4919672 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4919700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4919707 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4919722 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4919720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4919723 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4919724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4919724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4919720 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4919724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4919723 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4919738 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4919750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4919750 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4919748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4919783 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4919800 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4919809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4919814 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4919818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4919829 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4919844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4919852 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4919874 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4919906 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4919937 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4919933 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4919946 nChanged 166
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Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4919969 nChanged 168
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Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4920003 nChanged 157
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Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4920024 nChanged 165
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Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4920099 nChanged 165
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Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4920128 nChanged 163
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Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4920149 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4920170 nChanged 162
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Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4920222 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4920236 nChanged 179
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Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4920280 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4920308 nChanged 185
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Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4920335 nChanged 185
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Mstep: Class 1 contains 6920 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4920348 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4920379 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4920393 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4920425 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4920454 nChanged 130
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Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4920456 nChanged 140
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Mstep: Class 1 contains 5929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4920520 nChanged 129
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 72641 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 72778 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 73334 members 
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Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4920920 nChanged 61
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Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4920912 nChanged 30
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 76845 members 
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4920902 nChanged 32
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Mstep: Class 1 contains 1203 members 
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	Iteration 144Q: 3 clusters Score -4920902 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
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	Iteration 145Q: 3 clusters Score -4920898 nChanged 24
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Mstep: Class 1 contains 1158 members 
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Mstep: Class 1 contains 1136 members 
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	Iteration 147Q: 3 clusters Score -4920892 nChanged 14
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Mstep: Class 1 contains 1124 members 
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	Iteration 148Q: 3 clusters Score -4920886 nChanged 20
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Mstep: Class 1 contains 1104 members 
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	Iteration 149Q: 3 clusters Score -4920884 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 77064 members 
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	Iteration 150Q: 3 clusters Score -4920884 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 77086 members 
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	Iteration 151Q: 3 clusters Score -4920891 nChanged 15
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 77101 members 
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Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 77122 members 
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	Iteration 153Q: 3 clusters Score -4920896 nChanged 19
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Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 77141 members 
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	Iteration 154Q: 3 clusters Score -4920888 nChanged 10
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Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 77149 members 
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	Iteration 155Q: 3 clusters Score -4920890 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 77166 members 
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	Iteration 156Q: 3 clusters Score -4920892 nChanged 16
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Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 77180 members 
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	Iteration 157Q: 3 clusters Score -4920891 nChanged 13
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Mstep: Class 1 contains 953 members 
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	Iteration 158Q: 3 clusters Score -4920886 nChanged 14
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Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 77207 members 
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	Iteration 159Q: 3 clusters Score -4920880 nChanged 12
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Mstep: Class 1 contains 927 members 
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	Iteration 160F: 3 clusters Score -4920877 nChanged 10
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Mstep: Class 1 contains 917 members 
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	Iteration 161Q: 3 clusters Score -4920883 nChanged 10
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Mstep: Class 1 contains 907 members 
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	Iteration 162Q: 3 clusters Score -4920883 nChanged 11
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Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 77250 members 
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	Iteration 163Q: 3 clusters Score -4920871 nChanged 8
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Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 77256 members 
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	Iteration 164Q: 3 clusters Score -4920870 nChanged 12
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Mstep: Class 1 contains 867 members 
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Mstep: Class 1 contains 857 members 
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	Iteration 167Q: 3 clusters Score -4920862 nChanged 8
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Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 77297 members 
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	Iteration 168Q: 3 clusters Score -4920865 nChanged 11
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Mstep: Class 1 contains 840 members 
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Mstep: Class 1 contains 832 members 
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Mstep: Class 1 contains 821 members 
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	Iteration 172Q: 3 clusters Score -4920852 nChanged 18
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	Iteration 173Q: 3 clusters Score -4920846 nChanged 14
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	Iteration 174Q: 3 clusters Score -4920855 nChanged 15
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	Iteration 179Q: 3 clusters Score -4920854 nChanged 13
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Mstep: Class 1 contains 720 members 
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	Iteration 180F: 3 clusters Score -4920856 nChanged 7
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	Iteration 181Q: 3 clusters Score -4920856 nChanged 7
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	Iteration 182Q: 3 clusters Score -4920858 nChanged 6
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	Iteration 183Q: 3 clusters Score -4920858 nChanged 13
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	Iteration 184Q: 3 clusters Score -4920867 nChanged 7
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Mstep: Class 1 contains 692 members 
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	Iteration 189Q: 3 clusters Score -4920856 nChanged 11
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	Iteration 190Q: 3 clusters Score -4920852 nChanged 11
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Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -4920857.000000 Penalty: 1025.236450
	Iteration 191Q: 3 clusters Score -4920857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -4920859.000000 Penalty: 1025.236450
	Iteration 192Q: 3 clusters Score -4920859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -4920855.000000 Penalty: 1025.236450
	Iteration 193Q: 3 clusters Score -4920855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -4920857.000000 Penalty: 1025.236450
	Iteration 194Q: 3 clusters Score -4920857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -4920850.000000 Penalty: 1025.236450
	Iteration 195Q: 3 clusters Score -4920850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -4920854.000000 Penalty: 1025.236450
	Iteration 196Q: 3 clusters Score -4920854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -4920850.500000 Penalty: 1025.236450
	Iteration 197Q: 3 clusters Score -4920850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -4920856.500000 Penalty: 1025.236450
	Iteration 198Q: 3 clusters Score -4920856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -4920850.000000 Penalty: 1025.236450
	Iteration 199Q: 3 clusters Score -4920850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -4920851.000000 Penalty: 1025.236450
	Iteration 200F: 3 clusters Score -4920851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -4920847.000000 Penalty: 1025.236450
	Iteration 201Q: 3 clusters Score -4920847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -4920839.000000 Penalty: 1025.236450
	Iteration 202Q: 3 clusters Score -4920839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -4920840.500000 Penalty: 1025.236450
	Iteration 203Q: 3 clusters Score -4920840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -4920840.000000 Penalty: 1025.236450
	Iteration 204Q: 3 clusters Score -4920840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -4920840.000000 Penalty: 1025.236450
	Iteration 205Q: 3 clusters Score -4920840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -4920844.500000 Penalty: 1025.236450
	Iteration 206Q: 3 clusters Score -4920844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -4920841.000000 Penalty: 1025.236450
	Iteration 207Q: 3 clusters Score -4920841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -4920840.000000 Penalty: 1025.236450
	Iteration 208Q: 3 clusters Score -4920840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -4920851.000000 Penalty: 1025.236450
	Iteration 209Q: 3 clusters Score -4920851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -4920848.000000 Penalty: 1025.236450
	Iteration 210Q: 3 clusters Score -4920848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -4920848.000000 Penalty: 1025.236450
	Iteration 211F: 3 clusters Score -4920848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4323.065918 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4323.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4141.003418 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4141.003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4203.288574 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4203.289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4216.473633 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -4216.474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4222.958984 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4222.959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4225.054199 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4225.054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4225.789551 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -4225.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4226.708008 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -4226.708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4226.708008 Penalty: 424.372986
	Iteration 7F: 3 clusters Score -4226.708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Entering Unmasked Estep 
Score: -3349924.000000 Penalty: 495.923645
	Iteration 0F: 2 clusters Score -3349924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3313538.000000 Penalty: 991.847290
	Iteration 0F: 3 clusters Score -3313538 nChanged 26250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -3329194.000000 Penalty: 991.847290
	Iteration 1F: 3 clusters Score -3329194 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3329906.000000 Penalty: 991.847290
	Iteration 2Q: 3 clusters Score -3329906 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3331116.000000 Penalty: 991.847290
	Iteration 3Q: 3 clusters Score -3331116 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -3333232.500000 Penalty: 991.847290
	Iteration 4F: 3 clusters Score -3333232 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -3336502.000000 Penalty: 991.847290
	Iteration 5F: 3 clusters Score -3336502 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -3340715.000000 Penalty: 991.847290
	Iteration 6F: 3 clusters Score -3340715 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -3344300.750000 Penalty: 991.847290
	Iteration 7F: 3 clusters Score -3344301 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -3346748.750000 Penalty: 991.847290
	Iteration 8Q: 3 clusters Score -3346749 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -3348221.750000 Penalty: 991.847290
	Iteration 9Q: 3 clusters Score -3348222 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -3348919.750000 Penalty: 991.847290
	Iteration 10Q: 3 clusters Score -3348920 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -3349202.750000 Penalty: 991.847290
	Iteration 11Q: 3 clusters Score -3349203 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -3349323.750000 Penalty: 991.847290
	Iteration 12Q: 3 clusters Score -3349324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -3349391.000000 Penalty: 991.847290
	Iteration 13Q: 3 clusters Score -3349391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -3349432.250000 Penalty: 991.847290
	Iteration 14Q: 3 clusters Score -3349432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -3349447.500000 Penalty: 991.847290
	Iteration 15Q: 3 clusters Score -3349448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -3349460.750000 Penalty: 991.847290
	Iteration 16Q: 3 clusters Score -3349461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -3349467.750000 Penalty: 991.847290
	Iteration 17Q: 3 clusters Score -3349468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -3349473.250000 Penalty: 991.847290
	Iteration 18Q: 3 clusters Score -3349473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -3349482.500000 Penalty: 991.847290
	Iteration 19Q: 3 clusters Score -3349482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -3349483.250000 Penalty: 991.847290
	Iteration 20F: 3 clusters Score -3349483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -3349488.750000 Penalty: 991.847290
	Iteration 21Q: 3 clusters Score -3349489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -3349490.000000 Penalty: 991.847290
	Iteration 22Q: 3 clusters Score -3349490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -3349493.000000 Penalty: 991.847290
	Iteration 23Q: 3 clusters Score -3349493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -3349496.500000 Penalty: 991.847290
	Iteration 24Q: 3 clusters Score -3349496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -3349506.000000 Penalty: 991.847290
	Iteration 25Q: 3 clusters Score -3349506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -3349508.250000 Penalty: 991.847290
	Iteration 26Q: 3 clusters Score -3349508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -3349510.250000 Penalty: 991.847290
	Iteration 27Q: 3 clusters Score -3349510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -3349513.250000 Penalty: 991.847290
	Iteration 28Q: 3 clusters Score -3349513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -3349512.250000 Penalty: 991.847290
	Iteration 29Q: 3 clusters Score -3349512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -3349512.500000 Penalty: 991.847290
	Iteration 30Q: 3 clusters Score -3349512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -3349512.500000 Penalty: 991.847290
	Iteration 31F: 3 clusters Score -3349512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Entering Unmasked Estep 
Score: -913924.562500 Penalty: 438.292114
	Iteration 0F: 2 clusters Score -913924.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -903759.375000 Penalty: 876.584229
	Iteration 0F: 3 clusters Score -903759.4 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -908166.062500 Penalty: 876.584229
	Iteration 1F: 3 clusters Score -908166.1 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -908779.875000 Penalty: 876.584229
	Iteration 2F: 3 clusters Score -908779.9 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -909650.750000 Penalty: 876.584229
	Iteration 3F: 3 clusters Score -909650.8 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -910758.937500 Penalty: 876.584229
	Iteration 4F: 3 clusters Score -910758.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -911870.187500 Penalty: 876.584229
	Iteration 5F: 3 clusters Score -911870.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -912643.812500 Penalty: 876.584229
	Iteration 6Q: 3 clusters Score -912643.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -913028.125000 Penalty: 876.584229
	Iteration 7Q: 3 clusters Score -913028.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -913248.312500 Penalty: 876.584229
	Iteration 8Q: 3 clusters Score -913248.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -913363.187500 Penalty: 876.584229
	Iteration 9Q: 3 clusters Score -913363.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -913419.875000 Penalty: 876.584229
	Iteration 10Q: 3 clusters Score -913419.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -913454.125000 Penalty: 876.584229
	Iteration 11Q: 3 clusters Score -913454.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -913475.937500 Penalty: 876.584229
	Iteration 12Q: 3 clusters Score -913475.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -913488.812500 Penalty: 876.584229
	Iteration 13Q: 3 clusters Score -913488.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -913494.875000 Penalty: 876.584229
	Iteration 14Q: 3 clusters Score -913494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -913507.500000 Penalty: 876.584229
	Iteration 15Q: 3 clusters Score -913507.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -913520.687500 Penalty: 876.584229
	Iteration 16Q: 3 clusters Score -913520.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -913534.062500 Penalty: 876.584229
	Iteration 17Q: 3 clusters Score -913534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -913539.750000 Penalty: 876.584229
	Iteration 18Q: 3 clusters Score -913539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -913543.750000 Penalty: 876.584229
	Iteration 19Q: 3 clusters Score -913543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -913546.875000 Penalty: 876.584229
	Iteration 20F: 3 clusters Score -913546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -913548.375000 Penalty: 876.584229
	Iteration 21Q: 3 clusters Score -913548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -913550.500000 Penalty: 876.584229
	Iteration 22Q: 3 clusters Score -913550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -913550.500000 Penalty: 876.584229
	Iteration 23F: 3 clusters Score -913550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -102576.781250 Penalty: 340.768250
	Iteration 0F: 2 clusters Score -102576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -101289.226562 Penalty: 681.536499
	Iteration 0F: 3 clusters Score -101289.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -101738.773438 Penalty: 681.536499
	Iteration 1F: 3 clusters Score -101738.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -101849.671875 Penalty: 681.536499
	Iteration 2F: 3 clusters Score -101849.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -101971.015625 Penalty: 681.536499
	Iteration 3F: 3 clusters Score -101971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -102107.750000 Penalty: 681.536499
	Iteration 4F: 3 clusters Score -102107.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102210.554688 Penalty: 681.536499
	Iteration 5F: 3 clusters Score -102210.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -102274.195312 Penalty: 681.536499
	Iteration 6F: 3 clusters Score -102274.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102326.695312 Penalty: 681.536499
	Iteration 7Q: 3 clusters Score -102326.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -102353.726562 Penalty: 681.536499
	Iteration 8Q: 3 clusters Score -102353.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -102370.335938 Penalty: 681.536499
	Iteration 9Q: 3 clusters Score -102370.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102382.140625 Penalty: 681.536499
	Iteration 10Q: 3 clusters Score -102382.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102395.085938 Penalty: 681.536499
	Iteration 11Q: 3 clusters Score -102395.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102406.296875 Penalty: 681.536499
	Iteration 12Q: 3 clusters Score -102406.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102413.687500 Penalty: 681.536499
	Iteration 13Q: 3 clusters Score -102413.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102417.976562 Penalty: 681.536499
	Iteration 14Q: 3 clusters Score -102418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102420.015625 Penalty: 681.536499
	Iteration 15Q: 3 clusters Score -102420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102423.523438 Penalty: 681.536499
	Iteration 16Q: 3 clusters Score -102423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102426.851562 Penalty: 681.536499
	Iteration 17Q: 3 clusters Score -102426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102430.085938 Penalty: 681.536499
	Iteration 18Q: 3 clusters Score -102430.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102434.304688 Penalty: 681.536499
	Iteration 19Q: 3 clusters Score -102434.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102437.578125 Penalty: 681.536499
	Iteration 20F: 3 clusters Score -102437.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -102444.539062 Penalty: 681.536499
	Iteration 21Q: 3 clusters Score -102444.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102452.062500 Penalty: 681.536499
	Iteration 22Q: 3 clusters Score -102452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102458.523438 Penalty: 681.536499
	Iteration 23Q: 3 clusters Score -102458.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102464.117188 Penalty: 681.536499
	Iteration 24Q: 3 clusters Score -102464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102468.671875 Penalty: 681.536499
	Iteration 25Q: 3 clusters Score -102468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -102470.742188 Penalty: 681.536499
	Iteration 26Q: 3 clusters Score -102470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102473.273438 Penalty: 681.536499
	Iteration 27Q: 3 clusters Score -102473.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102476.554688 Penalty: 681.536499
	Iteration 28Q: 3 clusters Score -102476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -102481.781250 Penalty: 681.536499
	Iteration 29Q: 3 clusters Score -102481.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -102486.882812 Penalty: 681.536499
	Iteration 30Q: 3 clusters Score -102486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -102495.007812 Penalty: 681.536499
	Iteration 31Q: 3 clusters Score -102495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -102502.242188 Penalty: 681.536499
	Iteration 32Q: 3 clusters Score -102502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -102506.296875 Penalty: 681.536499
	Iteration 33Q: 3 clusters Score -102506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -102507.789062 Penalty: 681.536499
	Iteration 34Q: 3 clusters Score -102507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102508.578125 Penalty: 681.536499
	Iteration 35Q: 3 clusters Score -102508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -102509.882812 Penalty: 681.536499
	Iteration 36Q: 3 clusters Score -102509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -102510.867188 Penalty: 681.536499
	Iteration 37Q: 3 clusters Score -102510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -102511.945312 Penalty: 681.536499
	Iteration 38Q: 3 clusters Score -102511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -102512.382812 Penalty: 681.536499
	Iteration 39Q: 3 clusters Score -102512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -102513.250000 Penalty: 681.536499
	Iteration 40F: 3 clusters Score -102513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Entering Unmasked Estep 
Score: -1387846.750000 Penalty: 453.437714
	Iteration 0F: 2 clusters Score -1387847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1373706.125000 Penalty: 906.875427
	Iteration 0F: 3 clusters Score -1373706 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1379700.250000 Penalty: 906.875427
	Iteration 1F: 3 clusters Score -1379700 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1380202.125000 Penalty: 906.875427
	Iteration 2F: 3 clusters Score -1380202 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1380908.625000 Penalty: 906.875427
	Iteration 3F: 3 clusters Score -1380909 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1381939.125000 Penalty: 906.875427
	Iteration 4F: 3 clusters Score -1381939 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1383151.125000 Penalty: 906.875427
	Iteration 5F: 3 clusters Score -1383151 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1384324.875000 Penalty: 906.875427
	Iteration 6F: 3 clusters Score -1384325 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1385356.500000 Penalty: 906.875427
	Iteration 7F: 3 clusters Score -1385356 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1386085.875000 Penalty: 906.875427
	Iteration 8Q: 3 clusters Score -1386086 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1386597.875000 Penalty: 906.875427
	Iteration 9Q: 3 clusters Score -1386598 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1386950.125000 Penalty: 906.875427
	Iteration 10Q: 3 clusters Score -1386950 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1387159.875000 Penalty: 906.875427
	Iteration 11Q: 3 clusters Score -1387160 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1387276.250000 Penalty: 906.875427
	Iteration 12Q: 3 clusters Score -1387276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1387357.625000 Penalty: 906.875427
	Iteration 13Q: 3 clusters Score -1387358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1387412.750000 Penalty: 906.875427
	Iteration 14Q: 3 clusters Score -1387413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1387449.875000 Penalty: 906.875427
	Iteration 15Q: 3 clusters Score -1387450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1387477.750000 Penalty: 906.875427
	Iteration 16Q: 3 clusters Score -1387478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1387484.625000 Penalty: 906.875427
	Iteration 17Q: 3 clusters Score -1387485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1387487.250000 Penalty: 906.875427
	Iteration 18Q: 3 clusters Score -1387487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1387488.625000 Penalty: 906.875427
	Iteration 19Q: 3 clusters Score -1387489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1387488.375000 Penalty: 906.875427
	Iteration 20F: 3 clusters Score -1387488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1387491.500000 Penalty: 906.875427
	Iteration 21Q: 3 clusters Score -1387492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1387494.625000 Penalty: 906.875427
	Iteration 22Q: 3 clusters Score -1387495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1387494.625000 Penalty: 906.875427
	Iteration 23F: 3 clusters Score -1387495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Entering Unmasked Estep 
Score: -3784987.000000 Penalty: 499.348602
	Iteration 0F: 2 clusters Score -3784987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3755376.500000 Penalty: 998.697205
	Iteration 0F: 3 clusters Score -3755376 nChanged 28321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3772259.750000 Penalty: 998.697205
	Iteration 1F: 3 clusters Score -3772260 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3773288.250000 Penalty: 998.697205
	Iteration 2Q: 3 clusters Score -3773288 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3774902.750000 Penalty: 998.697205
	Iteration 3F: 3 clusters Score -3774903 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3777098.750000 Penalty: 998.697205
	Iteration 4F: 3 clusters Score -3777099 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3779842.750000 Penalty: 998.697205
	Iteration 5F: 3 clusters Score -3779843 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3782347.500000 Penalty: 998.697205
	Iteration 6F: 3 clusters Score -3782348 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -3783787.000000 Penalty: 998.697205
	Iteration 7F: 3 clusters Score -3783787 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -3784373.500000 Penalty: 998.697205
	Iteration 8Q: 3 clusters Score -3784374 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -3784745.500000 Penalty: 998.697205
	Iteration 9Q: 3 clusters Score -3784746 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3784932.500000 Penalty: 998.697205
	Iteration 10Q: 3 clusters Score -3784932 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -3785201.250000 Penalty: 998.697205
	Iteration 11Q: 3 clusters Score -3785201 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -3785234.500000 Penalty: 998.697205
	Iteration 12Q: 3 clusters Score -3785234 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -3785132.500000 Penalty: 998.697205
	Iteration 13Q: 3 clusters Score -3785132 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -3784989.500000 Penalty: 998.697205
	Iteration 14Q: 3 clusters Score -3784990 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -3784817.250000 Penalty: 998.697205
	Iteration 15Q: 3 clusters Score -3784817 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -3784768.500000 Penalty: 998.697205
	Iteration 16Q: 3 clusters Score -3784768 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -3784646.250000 Penalty: 998.697205
	Iteration 17Q: 3 clusters Score -3784646 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -3784549.750000 Penalty: 998.697205
	Iteration 18Q: 3 clusters Score -3784550 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -3784466.750000 Penalty: 998.697205
	Iteration 19Q: 3 clusters Score -3784467 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -3784445.000000 Penalty: 998.697205
	Iteration 20F: 3 clusters Score -3784445 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -3784419.500000 Penalty: 998.697205
	Iteration 21Q: 3 clusters Score -3784420 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -3784377.500000 Penalty: 998.697205
	Iteration 22Q: 3 clusters Score -3784378 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -3784350.500000 Penalty: 998.697205
	Iteration 23Q: 3 clusters Score -3784350 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -3784326.750000 Penalty: 998.697205
	Iteration 24Q: 3 clusters Score -3784327 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -3784305.750000 Penalty: 998.697205
	Iteration 25Q: 3 clusters Score -3784306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -3784309.750000 Penalty: 998.697205
	Iteration 26Q: 3 clusters Score -3784310 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -3784338.000000 Penalty: 998.697205
	Iteration 27Q: 3 clusters Score -3784338 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -3784328.750000 Penalty: 998.697205
	Iteration 28Q: 3 clusters Score -3784329 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -3784353.750000 Penalty: 998.697205
	Iteration 29Q: 3 clusters Score -3784354 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -3784372.250000 Penalty: 998.697205
	Iteration 30Q: 3 clusters Score -3784372 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -3784403.250000 Penalty: 998.697205
	Iteration 31Q: 3 clusters Score -3784403 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -3784392.500000 Penalty: 998.697205
	Iteration 32Q: 3 clusters Score -3784392 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3784466 nChanged 336
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -3784554.750000 Penalty: 998.697205
	Iteration 34Q: 3 clusters Score -3784555 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3784636 nChanged 351
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3784730 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3784820 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3784870 nChanged 322
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Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3784903 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -3784916.000000 Penalty: 998.697205
	Iteration 40F: 3 clusters Score -3784916 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3784951 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3784976 nChanged 283
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Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3785030 nChanged 245
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Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3785080 nChanged 210
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Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3785092 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -3785113.000000 Penalty: 998.697205
	Iteration 46Q: 3 clusters Score -3785113 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -3785120.000000 Penalty: 998.697205
	Iteration 47Q: 3 clusters Score -3785120 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -3785139.000000 Penalty: 998.697205
	Iteration 48Q: 3 clusters Score -3785139 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -3785159.500000 Penalty: 998.697205
	Iteration 49Q: 3 clusters Score -3785160 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -3785190.500000 Penalty: 998.697205
	Iteration 50Q: 3 clusters Score -3785190 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3785192 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3785192 nChanged 151
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Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -3785221.000000 Penalty: 998.697205
	Iteration 53Q: 3 clusters Score -3785221 nChanged 137
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Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -3785210.250000 Penalty: 998.697205
	Iteration 54Q: 3 clusters Score -3785210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -3785229.500000 Penalty: 998.697205
	Iteration 55Q: 3 clusters Score -3785230 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3785238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -3785261.750000 Penalty: 998.697205
	Iteration 57Q: 3 clusters Score -3785262 nChanged 127
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Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3785268 nChanged 100
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Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3785266 nChanged 98
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Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3785273 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -3785278.000000 Penalty: 998.697205
	Iteration 61Q: 3 clusters Score -3785278 nChanged 96
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Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3785285 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -3785288.750000 Penalty: 998.697205
	Iteration 63Q: 3 clusters Score -3785289 nChanged 80
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Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 43246 members 
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	Iteration 64Q: 3 clusters Score -3785284 nChanged 82
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Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -3785282.250000 Penalty: 998.697205
	Iteration 65Q: 3 clusters Score -3785282 nChanged 85
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Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3785298 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3785300 nChanged 92
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Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3785299 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -3785295.000000 Penalty: 998.697205
	Iteration 69Q: 3 clusters Score -3785295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3785294 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -3785281.500000 Penalty: 998.697205
	Iteration 71Q: 3 clusters Score -3785282 nChanged 79
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Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3785289 nChanged 80
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Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3785292 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3785290 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -3785309.500000 Penalty: 998.697205
	Iteration 75Q: 3 clusters Score -3785310 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15071 members 
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Entering Unmasked Estep 
Score: -3785303.750000 Penalty: 998.697205
	Iteration 76Q: 3 clusters Score -3785304 nChanged 77
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Mstep: Class 1 contains 15066 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3785300 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15053 members 
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Entering Unmasked Estep 
Score: -3785302.500000 Penalty: 998.697205
	Iteration 78Q: 3 clusters Score -3785302 nChanged 55
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Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3785302 nChanged 55
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3785303 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -3785311.000000 Penalty: 998.697205
	Iteration 81Q: 3 clusters Score -3785311 nChanged 33
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Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3785312 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -3785316.500000 Penalty: 998.697205
	Iteration 83Q: 3 clusters Score -3785316 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14986 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3785315 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14982 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3785313 nChanged 33
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Mstep: Class 1 contains 14981 members 
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	Iteration 86Q: 3 clusters Score -3785315 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14980 members 
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Entering Unmasked Estep 
Score: -3785326.250000 Penalty: 998.697205
	Iteration 87Q: 3 clusters Score -3785326 nChanged 38
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Mstep: Class 1 contains 14982 members 
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Score: -3785320.500000 Penalty: 998.697205
	Iteration 88Q: 3 clusters Score -3785320 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -3785318.750000 Penalty: 998.697205
	Iteration 89Q: 3 clusters Score -3785319 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14988 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3785320 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3785318 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3785315 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3785319 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -3785325.250000 Penalty: 998.697205
	Iteration 94Q: 3 clusters Score -3785325 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -3785331.500000 Penalty: 998.697205
	Iteration 95Q: 3 clusters Score -3785332 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -3785337.500000 Penalty: 998.697205
	Iteration 96Q: 3 clusters Score -3785338 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3785347.750000 Penalty: 998.697205
	Iteration 97Q: 3 clusters Score -3785348 nChanged 13
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Mstep: Class 1 contains 15020 members 
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Entering Unmasked Estep 
Score: -3785343.250000 Penalty: 998.697205
	Iteration 98Q: 3 clusters Score -3785343 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15017 members 
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Entering Unmasked Estep 
Score: -3785352.250000 Penalty: 998.697205
	Iteration 99Q: 3 clusters Score -3785352 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15018 members 
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Entering Unmasked Estep 
Score: -3785356.250000 Penalty: 998.697205
	Iteration 100F: 3 clusters Score -3785356 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15022 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3785352 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15027 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3785354 nChanged 10
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	Iteration 103Q: 3 clusters Score -3785353 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15031 members 
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Entering Unmasked Estep 
Score: -3785348.250000 Penalty: 998.697205
	Iteration 104Q: 3 clusters Score -3785348 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3785358 nChanged 7
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	Iteration 106Q: 3 clusters Score -3785363 nChanged 6
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	Iteration 107Q: 3 clusters Score -3785363 nChanged 7
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3785374 nChanged 15
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Score: -3785372.500000 Penalty: 998.697205
	Iteration 109Q: 3 clusters Score -3785372 nChanged 15
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	Iteration 110Q: 3 clusters Score -3785372 nChanged 8
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	Iteration 111Q: 3 clusters Score -3785369 nChanged 6
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	Iteration 112Q: 3 clusters Score -3785362 nChanged 9
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3785364 nChanged 11
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	Iteration 114Q: 3 clusters Score -3785367 nChanged 14
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	Iteration 115Q: 3 clusters Score -3785373 nChanged 8
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	Iteration 116Q: 3 clusters Score -3785375 nChanged 11
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	Iteration 117Q: 3 clusters Score -3785370 nChanged 14
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	Iteration 118Q: 3 clusters Score -3785372 nChanged 16
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	Iteration 119Q: 3 clusters Score -3785368 nChanged 10
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3785371 nChanged 10
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Entering Unmasked Estep 
Score: -3785373.500000 Penalty: 998.697205
	Iteration 121Q: 3 clusters Score -3785374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -3785378.000000 Penalty: 998.697205
	Iteration 122Q: 3 clusters Score -3785378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -3785372.250000 Penalty: 998.697205
	Iteration 123Q: 3 clusters Score -3785372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -3785378.000000 Penalty: 998.697205
	Iteration 124Q: 3 clusters Score -3785378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -3785381.750000 Penalty: 998.697205
	Iteration 125Q: 3 clusters Score -3785382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -3785375.500000 Penalty: 998.697205
	Iteration 126Q: 3 clusters Score -3785376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -3785372.000000 Penalty: 998.697205
	Iteration 127Q: 3 clusters Score -3785372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -3785378.750000 Penalty: 998.697205
	Iteration 128Q: 3 clusters Score -3785379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -3785372.750000 Penalty: 998.697205
	Iteration 129Q: 3 clusters Score -3785373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -3785370.000000 Penalty: 998.697205
	Iteration 130Q: 3 clusters Score -3785370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -3785371.750000 Penalty: 998.697205
	Iteration 131Q: 3 clusters Score -3785372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -3785368.250000 Penalty: 998.697205
	Iteration 132Q: 3 clusters Score -3785368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -3785374.000000 Penalty: 998.697205
	Iteration 133Q: 3 clusters Score -3785374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -3785374.000000 Penalty: 998.697205
	Iteration 134Q: 3 clusters Score -3785374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -3785379.750000 Penalty: 998.697205
	Iteration 135Q: 3 clusters Score -3785380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -3785384.250000 Penalty: 998.697205
	Iteration 136Q: 3 clusters Score -3785384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -3785383.750000 Penalty: 998.697205
	Iteration 137Q: 3 clusters Score -3785384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -3785388.000000 Penalty: 998.697205
	Iteration 138Q: 3 clusters Score -3785388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -3785389.250000 Penalty: 998.697205
	Iteration 139Q: 3 clusters Score -3785389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -3785389.250000 Penalty: 998.697205
	Iteration 140F: 3 clusters Score -3785389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -3785388.750000 Penalty: 998.697205
	Iteration 141Q: 3 clusters Score -3785389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -3785391.250000 Penalty: 998.697205
	Iteration 142Q: 3 clusters Score -3785391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -3785397.750000 Penalty: 998.697205
	Iteration 143Q: 3 clusters Score -3785398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -3785402.000000 Penalty: 998.697205
	Iteration 144Q: 3 clusters Score -3785402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -3785402.750000 Penalty: 998.697205
	Iteration 145Q: 3 clusters Score -3785403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -3785401.250000 Penalty: 998.697205
	Iteration 146Q: 3 clusters Score -3785401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -3785404.000000 Penalty: 998.697205
	Iteration 147Q: 3 clusters Score -3785404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -3785400.750000 Penalty: 998.697205
	Iteration 148Q: 3 clusters Score -3785401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -3785400.500000 Penalty: 998.697205
	Iteration 149Q: 3 clusters Score -3785400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -3785397.750000 Penalty: 998.697205
	Iteration 150Q: 3 clusters Score -3785398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -3785394.750000 Penalty: 998.697205
	Iteration 151Q: 3 clusters Score -3785395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -3785394.750000 Penalty: 998.697205
	Iteration 152F: 3 clusters Score -3785395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4177 members 
Mstep: Class 6 contains 42929 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 13809 members 
Mstep: Class 11 contains 81346 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 78146 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54145 members 
Mstep: Class 17 contains 15257 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 21283 members 
Mstep: Class 20 contains 15032 members 
Mstep: Class 21 contains 12126 members 
Mstep: Class 22 contains 29948 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 7953 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15622 members 
Mstep: Class 29 contains 18524 members 
Mstep: Class 30 contains 88549 members 
Mstep: Class 31 contains 43346 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75525 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
Score: -42240048.000000 Penalty: 20813.578125
Splitting cluster 20 changes total score from -42239984.000000 to -42240048.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (12126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Entering Unmasked Estep 
Score: -717117.937500 Penalty: 427.841400
	Iteration 0F: 2 clusters Score -717117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -709079.562500 Penalty: 855.682800
	Iteration 0F: 3 clusters Score -709079.6 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -712349.562500 Penalty: 855.682800
	Iteration 1F: 3 clusters Score -712349.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -712576.437500 Penalty: 855.682800
	Iteration 2F: 3 clusters Score -712576.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -712834.250000 Penalty: 855.682800
	Iteration 3F: 3 clusters Score -712834.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -713157.375000 Penalty: 855.682800
	Iteration 4F: 3 clusters Score -713157.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -713635.812500 Penalty: 855.682800
	Iteration 5F: 3 clusters Score -713635.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -714217.125000 Penalty: 855.682800
	Iteration 6F: 3 clusters Score -714217.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -714844.187500 Penalty: 855.682800
	Iteration 7F: 3 clusters Score -714844.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -715435.812500 Penalty: 855.682800
	Iteration 8F: 3 clusters Score -715435.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -715891.062500 Penalty: 855.682800
	Iteration 9Q: 3 clusters Score -715891.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -716228.125000 Penalty: 855.682800
	Iteration 10Q: 3 clusters Score -716228.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -716423.187500 Penalty: 855.682800
	Iteration 11Q: 3 clusters Score -716423.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -716536.250000 Penalty: 855.682800
	Iteration 12Q: 3 clusters Score -716536.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -716594.562500 Penalty: 855.682800
	Iteration 13Q: 3 clusters Score -716594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -716650.875000 Penalty: 855.682800
	Iteration 14Q: 3 clusters Score -716650.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -716688.000000 Penalty: 855.682800
	Iteration 15Q: 3 clusters Score -716688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -716704.437500 Penalty: 855.682800
	Iteration 16Q: 3 clusters Score -716704.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -716722.187500 Penalty: 855.682800
	Iteration 17Q: 3 clusters Score -716722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -716735.937500 Penalty: 855.682800
	Iteration 18Q: 3 clusters Score -716735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -716740.875000 Penalty: 855.682800
	Iteration 19Q: 3 clusters Score -716740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -716749.000000 Penalty: 855.682800
	Iteration 20F: 3 clusters Score -716749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -716752.937500 Penalty: 855.682800
	Iteration 21Q: 3 clusters Score -716752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -716756.437500 Penalty: 855.682800
	Iteration 22Q: 3 clusters Score -716756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -716759.312500 Penalty: 855.682800
	Iteration 23Q: 3 clusters Score -716759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -716759.312500 Penalty: 855.682800
	Iteration 24F: 3 clusters Score -716759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Entering Unmasked Estep 
Score: -1954412.000000 Penalty: 468.978394
	Iteration 0F: 2 clusters Score -1954412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1934640.500000 Penalty: 937.956787
	Iteration 0F: 3 clusters Score -1934640 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1943271.500000 Penalty: 937.956787
	Iteration 1F: 3 clusters Score -1943272 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1943869.375000 Penalty: 937.956787
	Iteration 2Q: 3 clusters Score -1943869 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1944786.125000 Penalty: 937.956787
	Iteration 3F: 3 clusters Score -1944786 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1946119.750000 Penalty: 937.956787
	Iteration 4F: 3 clusters Score -1946120 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1947969.000000 Penalty: 937.956787
	Iteration 5F: 3 clusters Score -1947969 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1949909.500000 Penalty: 937.956787
	Iteration 6F: 3 clusters Score -1949910 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1951595.875000 Penalty: 937.956787
	Iteration 7F: 3 clusters Score -1951596 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1952891.625000 Penalty: 937.956787
	Iteration 8Q: 3 clusters Score -1952892 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1953614.750000 Penalty: 937.956787
	Iteration 9Q: 3 clusters Score -1953615 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1953915.125000 Penalty: 937.956787
	Iteration 10Q: 3 clusters Score -1953915 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1954014.750000 Penalty: 937.956787
	Iteration 11Q: 3 clusters Score -1954015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1954076.375000 Penalty: 937.956787
	Iteration 12Q: 3 clusters Score -1954076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1954122.125000 Penalty: 937.956787
	Iteration 13Q: 3 clusters Score -1954122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1954165.500000 Penalty: 937.956787
	Iteration 14Q: 3 clusters Score -1954166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1954176.750000 Penalty: 937.956787
	Iteration 15Q: 3 clusters Score -1954177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1954178.500000 Penalty: 937.956787
	Iteration 16Q: 3 clusters Score -1954178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1954182.375000 Penalty: 937.956787
	Iteration 17Q: 3 clusters Score -1954182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1954185.500000 Penalty: 937.956787
	Iteration 18Q: 3 clusters Score -1954186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1954185.625000 Penalty: 937.956787
	Iteration 19Q: 3 clusters Score -1954186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1954188.125000 Penalty: 937.956787
	Iteration 20F: 3 clusters Score -1954188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1954188.000000 Penalty: 937.956787
	Iteration 21Q: 3 clusters Score -1954188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1954188.000000 Penalty: 937.956787
	Iteration 22F: 3 clusters Score -1954188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -278300.937500 Penalty: 380.276611
	Iteration 0F: 2 clusters Score -278300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -275373.687500 Penalty: 760.553223
	Iteration 0F: 3 clusters Score -275373.7 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -276412.187500 Penalty: 760.553223
	Iteration 1F: 3 clusters Score -276412.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -276491.656250 Penalty: 760.553223
	Iteration 2F: 3 clusters Score -276491.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -276556.500000 Penalty: 760.553223
	Iteration 3Q: 3 clusters Score -276556.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -276613.156250 Penalty: 760.553223
	Iteration 4Q: 3 clusters Score -276613.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -276665.906250 Penalty: 760.553223
	Iteration 5Q: 3 clusters Score -276665.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -276720.843750 Penalty: 760.553223
	Iteration 6Q: 3 clusters Score -276720.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -276783.531250 Penalty: 760.553223
	Iteration 7Q: 3 clusters Score -276783.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -276858.750000 Penalty: 760.553223
	Iteration 8Q: 3 clusters Score -276858.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -276976.281250 Penalty: 760.553223
	Iteration 9Q: 3 clusters Score -276976.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -277134.500000 Penalty: 760.553223
	Iteration 10Q: 3 clusters Score -277134.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -277335.468750 Penalty: 760.553223
	Iteration 11F: 3 clusters Score -277335.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -277512.218750 Penalty: 760.553223
	Iteration 12Q: 3 clusters Score -277512.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -277674.000000 Penalty: 760.553223
	Iteration 13Q: 3 clusters Score -277674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -277787.875000 Penalty: 760.553223
	Iteration 14Q: 3 clusters Score -277787.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -277841.781250 Penalty: 760.553223
	Iteration 15Q: 3 clusters Score -277841.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -277868.343750 Penalty: 760.553223
	Iteration 16Q: 3 clusters Score -277868.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -277887.156250 Penalty: 760.553223
	Iteration 17Q: 3 clusters Score -277887.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -277903.625000 Penalty: 760.553223
	Iteration 18Q: 3 clusters Score -277903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -277916.687500 Penalty: 760.553223
	Iteration 19Q: 3 clusters Score -277916.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -277924.937500 Penalty: 760.553223
	Iteration 20F: 3 clusters Score -277924.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -277933.718750 Penalty: 760.553223
	Iteration 21Q: 3 clusters Score -277933.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -277944.937500 Penalty: 760.553223
	Iteration 22Q: 3 clusters Score -277944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -277951.343750 Penalty: 760.553223
	Iteration 23Q: 3 clusters Score -277951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -277957.968750 Penalty: 760.553223
	Iteration 24Q: 3 clusters Score -277958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -277964.625000 Penalty: 760.553223
	Iteration 25Q: 3 clusters Score -277964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -277969.156250 Penalty: 760.553223
	Iteration 26Q: 3 clusters Score -277969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -277971.718750 Penalty: 760.553223
	Iteration 27Q: 3 clusters Score -277971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -277973.406250 Penalty: 760.553223
	Iteration 28Q: 3 clusters Score -277973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -277973.406250 Penalty: 760.553223
	Iteration 29F: 3 clusters Score -277973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -151302.031250 Penalty: 355.994110
	Iteration 0F: 2 clusters Score -151302 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 1227 members 
Entering Unmasked Estep 
Score: -149545.812500 Penalty: 711.988220
	Iteration 0F: 3 clusters Score -149545.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -150231.375000 Penalty: 711.988220
	Iteration 1F: 3 clusters Score -150231.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -150312.609375 Penalty: 711.988220
	Iteration 2F: 3 clusters Score -150312.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -150370.531250 Penalty: 711.988220
	Iteration 3F: 3 clusters Score -150370.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -150428.234375 Penalty: 711.988220
	Iteration 4Q: 3 clusters Score -150428.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -150491.156250 Penalty: 711.988220
	Iteration 5Q: 3 clusters Score -150491.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -150537.046875 Penalty: 711.988220
	Iteration 6Q: 3 clusters Score -150537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -150579.046875 Penalty: 711.988220
	Iteration 7Q: 3 clusters Score -150579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -150607.265625 Penalty: 711.988220
	Iteration 8Q: 3 clusters Score -150607.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -150630.843750 Penalty: 711.988220
	Iteration 9Q: 3 clusters Score -150630.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -150652.593750 Penalty: 711.988220
	Iteration 10Q: 3 clusters Score -150652.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -150675.828125 Penalty: 711.988220
	Iteration 11Q: 3 clusters Score -150675.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -150697.484375 Penalty: 711.988220
	Iteration 12Q: 3 clusters Score -150697.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -150711.640625 Penalty: 711.988220
	Iteration 13Q: 3 clusters Score -150711.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -150720.281250 Penalty: 711.988220
	Iteration 14Q: 3 clusters Score -150720.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -150726.640625 Penalty: 711.988220
	Iteration 15Q: 3 clusters Score -150726.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -150733.375000 Penalty: 711.988220
	Iteration 16Q: 3 clusters Score -150733.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -150741.515625 Penalty: 711.988220
	Iteration 17Q: 3 clusters Score -150741.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -150748.640625 Penalty: 711.988220
	Iteration 18Q: 3 clusters Score -150748.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -150757.843750 Penalty: 711.988220
	Iteration 19Q: 3 clusters Score -150757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -150762.796875 Penalty: 711.988220
	Iteration 20F: 3 clusters Score -150762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -150767.875000 Penalty: 711.988220
	Iteration 21Q: 3 clusters Score -150767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -150772.375000 Penalty: 711.988220
	Iteration 22Q: 3 clusters Score -150772.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -150776.203125 Penalty: 711.988220
	Iteration 23Q: 3 clusters Score -150776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -150778.578125 Penalty: 711.988220
	Iteration 24Q: 3 clusters Score -150778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -150781.296875 Penalty: 711.988220
	Iteration 25Q: 3 clusters Score -150781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -150785.593750 Penalty: 711.988220
	Iteration 26Q: 3 clusters Score -150785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -150791.140625 Penalty: 711.988220
	Iteration 27Q: 3 clusters Score -150791.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -150797.875000 Penalty: 711.988220
	Iteration 28Q: 3 clusters Score -150797.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -150802.718750 Penalty: 711.988220
	Iteration 29Q: 3 clusters Score -150802.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -150806.984375 Penalty: 711.988220
	Iteration 30Q: 3 clusters Score -150807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -150813.921875 Penalty: 711.988220
	Iteration 31Q: 3 clusters Score -150813.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -150823.343750 Penalty: 711.988220
	Iteration 32Q: 3 clusters Score -150823.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -150832.406250 Penalty: 711.988220
	Iteration 33Q: 3 clusters Score -150832.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -150842.375000 Penalty: 711.988220
	Iteration 34Q: 3 clusters Score -150842.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -150851.968750 Penalty: 711.988220
	Iteration 35Q: 3 clusters Score -150852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -150857.890625 Penalty: 711.988220
	Iteration 36Q: 3 clusters Score -150857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -150864.468750 Penalty: 711.988220
	Iteration 37Q: 3 clusters Score -150864.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -150869.921875 Penalty: 711.988220
	Iteration 38Q: 3 clusters Score -150869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -150876.562500 Penalty: 711.988220
	Iteration 39Q: 3 clusters Score -150876.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -150883.843750 Penalty: 711.988220
	Iteration 40F: 3 clusters Score -150883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -150894.750000 Penalty: 711.988220
	Iteration 41Q: 3 clusters Score -150894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -150901.078125 Penalty: 711.988220
	Iteration 42Q: 3 clusters Score -150901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -150904.953125 Penalty: 711.988220
	Iteration 43Q: 3 clusters Score -150905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -150913.328125 Penalty: 711.988220
	Iteration 44Q: 3 clusters Score -150913.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -150919.656250 Penalty: 711.988220
	Iteration 45Q: 3 clusters Score -150919.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -150924.265625 Penalty: 711.988220
	Iteration 46Q: 3 clusters Score -150924.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -150926.828125 Penalty: 711.988220
	Iteration 47Q: 3 clusters Score -150926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -150930.546875 Penalty: 711.988220
	Iteration 48Q: 3 clusters Score -150930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -150932.671875 Penalty: 711.988220
	Iteration 49Q: 3 clusters Score -150932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -150935.218750 Penalty: 711.988220
	Iteration 50Q: 3 clusters Score -150935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -150938.671875 Penalty: 711.988220
	Iteration 51Q: 3 clusters Score -150938.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -150943.812500 Penalty: 711.988220
	Iteration 52Q: 3 clusters Score -150943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -150946.406250 Penalty: 711.988220
	Iteration 53Q: 3 clusters Score -150946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -150948.140625 Penalty: 711.988220
	Iteration 54Q: 3 clusters Score -150948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -150949.875000 Penalty: 711.988220
	Iteration 55Q: 3 clusters Score -150949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -150950.812500 Penalty: 711.988220
	Iteration 56Q: 3 clusters Score -150950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -150952.562500 Penalty: 711.988220
	Iteration 57Q: 3 clusters Score -150952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -150953.359375 Penalty: 711.988220
	Iteration 58Q: 3 clusters Score -150953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -150955.171875 Penalty: 711.988220
	Iteration 59Q: 3 clusters Score -150955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -150956.078125 Penalty: 711.988220
	Iteration 60F: 3 clusters Score -150956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -150957.468750 Penalty: 711.988220
	Iteration 61Q: 3 clusters Score -150957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -150958.625000 Penalty: 711.988220
	Iteration 62Q: 3 clusters Score -150958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -150959.484375 Penalty: 711.988220
	Iteration 63Q: 3 clusters Score -150959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -150960.109375 Penalty: 711.988220
	Iteration 64Q: 3 clusters Score -150960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -150961.250000 Penalty: 711.988220
	Iteration 65Q: 3 clusters Score -150961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -150963.187500 Penalty: 711.988220
	Iteration 66Q: 3 clusters Score -150963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -150964.531250 Penalty: 711.988220
	Iteration 67Q: 3 clusters Score -150964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -150965.484375 Penalty: 711.988220
	Iteration 68Q: 3 clusters Score -150965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -150965.968750 Penalty: 711.988220
	Iteration 69Q: 3 clusters Score -150966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -150967.000000 Penalty: 711.988220
	Iteration 70Q: 3 clusters Score -150967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -150967.890625 Penalty: 711.988220
	Iteration 71Q: 3 clusters Score -150967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -150968.359375 Penalty: 711.988220
	Iteration 72Q: 3 clusters Score -150968.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -150968.453125 Penalty: 711.988220
	Iteration 73Q: 3 clusters Score -150968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -150968.734375 Penalty: 711.988220
	Iteration 74Q: 3 clusters Score -150968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -150969.234375 Penalty: 711.988220
	Iteration 75Q: 3 clusters Score -150969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -150969.468750 Penalty: 711.988220
	Iteration 76Q: 3 clusters Score -150969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -150969.468750 Penalty: 711.988220
	Iteration 77Q: 3 clusters Score -150969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -150969.765625 Penalty: 711.988220
	Iteration 78Q: 3 clusters Score -150969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -150969.828125 Penalty: 711.988220
	Iteration 79Q: 3 clusters Score -150969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -150969.906250 Penalty: 711.988220
	Iteration 80F: 3 clusters Score -150969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -150970.171875 Penalty: 711.988220
	Iteration 81Q: 3 clusters Score -150970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -150970.593750 Penalty: 711.988220
	Iteration 82Q: 3 clusters Score -150970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -150970.968750 Penalty: 711.988220
	Iteration 83Q: 3 clusters Score -150971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -150971.140625 Penalty: 711.988220
	Iteration 84Q: 3 clusters Score -150971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -150971.140625 Penalty: 711.988220
	Iteration 85F: 3 clusters Score -150971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -498010.375000 Penalty: 408.649353
	Iteration 0F: 2 clusters Score -498010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -492688.468750 Penalty: 817.298706
	Iteration 0F: 3 clusters Score -492688.5 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -494942.281250 Penalty: 817.298706
	Iteration 1F: 3 clusters Score -494942.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -495299.281250 Penalty: 817.298706
	Iteration 2F: 3 clusters Score -495299.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -495718.843750 Penalty: 817.298706
	Iteration 3F: 3 clusters Score -495718.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -496268.500000 Penalty: 817.298706
	Iteration 4F: 3 clusters Score -496268.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -496831.093750 Penalty: 817.298706
	Iteration 5F: 3 clusters Score -496831.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -497249.031250 Penalty: 817.298706
	Iteration 6F: 3 clusters Score -497249 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -497484.812500 Penalty: 817.298706
	Iteration 7Q: 3 clusters Score -497484.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -497585.750000 Penalty: 817.298706
	Iteration 8Q: 3 clusters Score -497585.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -497625.843750 Penalty: 817.298706
	Iteration 9Q: 3 clusters Score -497625.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -497655.968750 Penalty: 817.298706
	Iteration 10Q: 3 clusters Score -497656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -497666.843750 Penalty: 817.298706
	Iteration 11Q: 3 clusters Score -497666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -497673.656250 Penalty: 817.298706
	Iteration 12Q: 3 clusters Score -497673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -497679.531250 Penalty: 817.298706
	Iteration 13Q: 3 clusters Score -497679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -497684.718750 Penalty: 817.298706
	Iteration 14Q: 3 clusters Score -497684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -497690.718750 Penalty: 817.298706
	Iteration 15Q: 3 clusters Score -497690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -497692.875000 Penalty: 817.298706
	Iteration 16Q: 3 clusters Score -497692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -497693.375000 Penalty: 817.298706
	Iteration 17Q: 3 clusters Score -497693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -497693.843750 Penalty: 817.298706
	Iteration 18Q: 3 clusters Score -497693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -497693.843750 Penalty: 817.298706
	Iteration 19F: 3 clusters Score -497693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -332377.093750 Penalty: 388.584717
	Iteration 0F: 2 clusters Score -332377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -328895.937500 Penalty: 777.169434
	Iteration 0F: 3 clusters Score -328895.9 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -330262.156250 Penalty: 777.169434
	Iteration 1F: 3 clusters Score -330262.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -330503.593750 Penalty: 777.169434
	Iteration 2F: 3 clusters Score -330503.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -330815.375000 Penalty: 777.169434
	Iteration 3F: 3 clusters Score -330815.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -331176.906250 Penalty: 777.169434
	Iteration 4F: 3 clusters Score -331176.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -331529.093750 Penalty: 777.169434
	Iteration 5F: 3 clusters Score -331529.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -331770.625000 Penalty: 777.169434
	Iteration 6F: 3 clusters Score -331770.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -331888.468750 Penalty: 777.169434
	Iteration 7Q: 3 clusters Score -331888.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -331950.437500 Penalty: 777.169434
	Iteration 8Q: 3 clusters Score -331950.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -331995.062500 Penalty: 777.169434
	Iteration 9Q: 3 clusters Score -331995.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -332023.625000 Penalty: 777.169434
	Iteration 10Q: 3 clusters Score -332023.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -332047.906250 Penalty: 777.169434
	Iteration 11Q: 3 clusters Score -332047.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -332055.750000 Penalty: 777.169434
	Iteration 12Q: 3 clusters Score -332055.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -332060.281250 Penalty: 777.169434
	Iteration 13Q: 3 clusters Score -332060.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -332065.531250 Penalty: 777.169434
	Iteration 14Q: 3 clusters Score -332065.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -332072.500000 Penalty: 777.169434
	Iteration 15Q: 3 clusters Score -332072.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -332084.500000 Penalty: 777.169434
	Iteration 16Q: 3 clusters Score -332084.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -332097.312500 Penalty: 777.169434
	Iteration 17Q: 3 clusters Score -332097.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -332106.781250 Penalty: 777.169434
	Iteration 18Q: 3 clusters Score -332106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -332111.312500 Penalty: 777.169434
	Iteration 19Q: 3 clusters Score -332111.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -332113.343750 Penalty: 777.169434
	Iteration 20F: 3 clusters Score -332113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -332114.375000 Penalty: 777.169434
	Iteration 21Q: 3 clusters Score -332114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -332116.562500 Penalty: 777.169434
	Iteration 22Q: 3 clusters Score -332116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -332116.375000 Penalty: 777.169434
	Iteration 23Q: 3 clusters Score -332116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -332116.875000 Penalty: 777.169434
	Iteration 24Q: 3 clusters Score -332116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -332117.156250 Penalty: 777.169434
	Iteration 25Q: 3 clusters Score -332117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -332117.531250 Penalty: 777.169434
	Iteration 26Q: 3 clusters Score -332117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -332118.156250 Penalty: 777.169434
	Iteration 27Q: 3 clusters Score -332118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -332119.000000 Penalty: 777.169434
	Iteration 28Q: 3 clusters Score -332119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -332119.718750 Penalty: 777.169434
	Iteration 29Q: 3 clusters Score -332119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332120.843750 Penalty: 777.169434
	Iteration 30Q: 3 clusters Score -332120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -332120.968750 Penalty: 777.169434
	Iteration 31Q: 3 clusters Score -332121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -332120.781250 Penalty: 777.169434
	Iteration 32Q: 3 clusters Score -332120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -332121.562500 Penalty: 777.169434
	Iteration 33Q: 3 clusters Score -332121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -332121.125000 Penalty: 777.169434
	Iteration 34Q: 3 clusters Score -332121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -332121.875000 Penalty: 777.169434
	Iteration 35Q: 3 clusters Score -332121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -332122.062500 Penalty: 777.169434
	Iteration 36Q: 3 clusters Score -332122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -332122.062500 Penalty: 777.169434
	Iteration 37F: 3 clusters Score -332122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -90143.476562 Penalty: 329.936218
	Iteration 0F: 2 clusters Score -90143.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -89090.171875 Penalty: 659.872437
	Iteration 0F: 3 clusters Score -89090.17 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -89416.945312 Penalty: 659.872437
	Iteration 1F: 3 clusters Score -89416.95 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -89497.195312 Penalty: 659.872437
	Iteration 2F: 3 clusters Score -89497.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -89558.843750 Penalty: 659.872437
	Iteration 3F: 3 clusters Score -89558.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -89618.554688 Penalty: 659.872437
	Iteration 4F: 3 clusters Score -89618.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -89685.992188 Penalty: 659.872437
	Iteration 5F: 3 clusters Score -89685.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -89769.500000 Penalty: 659.872437
	Iteration 6F: 3 clusters Score -89769.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -89835.257812 Penalty: 659.872437
	Iteration 7Q: 3 clusters Score -89835.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -89873.812500 Penalty: 659.872437
	Iteration 8Q: 3 clusters Score -89873.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -89891.984375 Penalty: 659.872437
	Iteration 9Q: 3 clusters Score -89891.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89910.039062 Penalty: 659.872437
	Iteration 10Q: 3 clusters Score -89910.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -89923.289062 Penalty: 659.872437
	Iteration 11Q: 3 clusters Score -89923.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -89936.156250 Penalty: 659.872437
	Iteration 12Q: 3 clusters Score -89936.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -89941.460938 Penalty: 659.872437
	Iteration 13Q: 3 clusters Score -89941.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -89946.664062 Penalty: 659.872437
	Iteration 14Q: 3 clusters Score -89946.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -89950.945312 Penalty: 659.872437
	Iteration 15Q: 3 clusters Score -89950.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -89951.835938 Penalty: 659.872437
	Iteration 16Q: 3 clusters Score -89951.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -89951.835938 Penalty: 659.872437
	Iteration 17F: 3 clusters Score -89951.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -1025384.500000 Penalty: 439.367798
	Iteration 0F: 2 clusters Score -1025384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1014933.625000 Penalty: 878.735596
	Iteration 0F: 3 clusters Score -1014934 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1019211.500000 Penalty: 878.735596
	Iteration 1F: 3 clusters Score -1019212 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1019566.437500 Penalty: 878.735596
	Iteration 2F: 3 clusters Score -1019566 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1020120.437500 Penalty: 878.735596
	Iteration 3F: 3 clusters Score -1020120 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1021062.125000 Penalty: 878.735596
	Iteration 4F: 3 clusters Score -1021062 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1022243.312500 Penalty: 878.735596
	Iteration 5F: 3 clusters Score -1022243 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1023240.562500 Penalty: 878.735596
	Iteration 6F: 3 clusters Score -1023241 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1023810.750000 Penalty: 878.735596
	Iteration 7Q: 3 clusters Score -1023811 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1024100.812500 Penalty: 878.735596
	Iteration 8Q: 3 clusters Score -1024101 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1024237.375000 Penalty: 878.735596
	Iteration 9Q: 3 clusters Score -1024237 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1024323.437500 Penalty: 878.735596
	Iteration 10Q: 3 clusters Score -1024323 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1024376.812500 Penalty: 878.735596
	Iteration 11Q: 3 clusters Score -1024377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1024425.750000 Penalty: 878.735596
	Iteration 12Q: 3 clusters Score -1024426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1024471.750000 Penalty: 878.735596
	Iteration 13Q: 3 clusters Score -1024472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1024518.687500 Penalty: 878.735596
	Iteration 14Q: 3 clusters Score -1024519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1024562.875000 Penalty: 878.735596
	Iteration 15Q: 3 clusters Score -1024563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1024597.375000 Penalty: 878.735596
	Iteration 16Q: 3 clusters Score -1024597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1024613.312500 Penalty: 878.735596
	Iteration 17Q: 3 clusters Score -1024613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1024634.437500 Penalty: 878.735596
	Iteration 18Q: 3 clusters Score -1024634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1024656.875000 Penalty: 878.735596
	Iteration 19Q: 3 clusters Score -1024657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1024672.625000 Penalty: 878.735596
	Iteration 20F: 3 clusters Score -1024673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1024687.687500 Penalty: 878.735596
	Iteration 21Q: 3 clusters Score -1024688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1024707.125000 Penalty: 878.735596
	Iteration 22Q: 3 clusters Score -1024707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1024728.000000 Penalty: 878.735596
	Iteration 23Q: 3 clusters Score -1024728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1024750.875000 Penalty: 878.735596
	Iteration 24Q: 3 clusters Score -1024751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1024772.437500 Penalty: 878.735596
	Iteration 25Q: 3 clusters Score -1024772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1024795.687500 Penalty: 878.735596
	Iteration 26Q: 3 clusters Score -1024796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1024821.062500 Penalty: 878.735596
	Iteration 27Q: 3 clusters Score -1024821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1024841.750000 Penalty: 878.735596
	Iteration 28Q: 3 clusters Score -1024842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1024855.812500 Penalty: 878.735596
	Iteration 29Q: 3 clusters Score -1024856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1024867.187500 Penalty: 878.735596
	Iteration 30Q: 3 clusters Score -1024867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1024870.562500 Penalty: 878.735596
	Iteration 31Q: 3 clusters Score -1024871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1024882.312500 Penalty: 878.735596
	Iteration 32Q: 3 clusters Score -1024882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1024887.625000 Penalty: 878.735596
	Iteration 33Q: 3 clusters Score -1024888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1024893.875000 Penalty: 878.735596
	Iteration 34Q: 3 clusters Score -1024894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1024905.500000 Penalty: 878.735596
	Iteration 35Q: 3 clusters Score -1024906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1024912.625000 Penalty: 878.735596
	Iteration 36Q: 3 clusters Score -1024913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1024920.937500 Penalty: 878.735596
	Iteration 37Q: 3 clusters Score -1024921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1024931.000000 Penalty: 878.735596
	Iteration 38Q: 3 clusters Score -1024931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1024937.562500 Penalty: 878.735596
	Iteration 39Q: 3 clusters Score -1024938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1024942.187500 Penalty: 878.735596
	Iteration 40F: 3 clusters Score -1024942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1024944.187500 Penalty: 878.735596
	Iteration 41Q: 3 clusters Score -1024944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1024948.062500 Penalty: 878.735596
	Iteration 42Q: 3 clusters Score -1024948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1024951.312500 Penalty: 878.735596
	Iteration 43Q: 3 clusters Score -1024951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1024956.125000 Penalty: 878.735596
	Iteration 44Q: 3 clusters Score -1024956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1024959.937500 Penalty: 878.735596
	Iteration 45Q: 3 clusters Score -1024960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1024964.750000 Penalty: 878.735596
	Iteration 46Q: 3 clusters Score -1024965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1024973.625000 Penalty: 878.735596
	Iteration 47Q: 3 clusters Score -1024974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1024977.000000 Penalty: 878.735596
	Iteration 48Q: 3 clusters Score -1024977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1024980.250000 Penalty: 878.735596
	Iteration 49Q: 3 clusters Score -1024980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1024985.625000 Penalty: 878.735596
	Iteration 50Q: 3 clusters Score -1024986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1024991.000000 Penalty: 878.735596
	Iteration 51Q: 3 clusters Score -1024991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1024993.000000 Penalty: 878.735596
	Iteration 52Q: 3 clusters Score -1024993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1024994.937500 Penalty: 878.735596
	Iteration 53Q: 3 clusters Score -1024995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1025000.000000 Penalty: 878.735596
	Iteration 54Q: 3 clusters Score -1025000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1025000.625000 Penalty: 878.735596
	Iteration 55Q: 3 clusters Score -1025001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1025004.187500 Penalty: 878.735596
	Iteration 56Q: 3 clusters Score -1025004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1025006.000000 Penalty: 878.735596
	Iteration 57Q: 3 clusters Score -1025006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1025008.750000 Penalty: 878.735596
	Iteration 58Q: 3 clusters Score -1025009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1025011.375000 Penalty: 878.735596
	Iteration 59Q: 3 clusters Score -1025011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1025012.750000 Penalty: 878.735596
	Iteration 60F: 3 clusters Score -1025013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1025015.125000 Penalty: 878.735596
	Iteration 61Q: 3 clusters Score -1025015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1025015.812500 Penalty: 878.735596
	Iteration 62Q: 3 clusters Score -1025016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1025016.250000 Penalty: 878.735596
	Iteration 63Q: 3 clusters Score -1025016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1025017.062500 Penalty: 878.735596
	Iteration 64Q: 3 clusters Score -1025017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1025017.437500 Penalty: 878.735596
	Iteration 65Q: 3 clusters Score -1025017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1025017.437500 Penalty: 878.735596
	Iteration 66F: 3 clusters Score -1025017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Entering Unmasked Estep 
Score: -1216486.250000 Penalty: 447.120422
	Iteration 0F: 2 clusters Score -1216486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1204051.875000 Penalty: 894.240845
	Iteration 0F: 3 clusters Score -1204052 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1209340.125000 Penalty: 894.240845
	Iteration 1F: 3 clusters Score -1209340 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1209702.875000 Penalty: 894.240845
	Iteration 2Q: 3 clusters Score -1209703 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1210325.625000 Penalty: 894.240845
	Iteration 3F: 3 clusters Score -1210326 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1211302.250000 Penalty: 894.240845
	Iteration 4F: 3 clusters Score -1211302 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1212589.500000 Penalty: 894.240845
	Iteration 5F: 3 clusters Score -1212590 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1213907.625000 Penalty: 894.240845
	Iteration 6F: 3 clusters Score -1213908 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1214893.375000 Penalty: 894.240845
	Iteration 7F: 3 clusters Score -1214893 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1215444.000000 Penalty: 894.240845
	Iteration 8Q: 3 clusters Score -1215444 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1215743.625000 Penalty: 894.240845
	Iteration 9Q: 3 clusters Score -1215744 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1215891.625000 Penalty: 894.240845
	Iteration 10Q: 3 clusters Score -1215892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1215974.625000 Penalty: 894.240845
	Iteration 11Q: 3 clusters Score -1215975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1216010.500000 Penalty: 894.240845
	Iteration 12Q: 3 clusters Score -1216010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1216037.500000 Penalty: 894.240845
	Iteration 13Q: 3 clusters Score -1216038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1216067.750000 Penalty: 894.240845
	Iteration 14Q: 3 clusters Score -1216068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1216092.125000 Penalty: 894.240845
	Iteration 15Q: 3 clusters Score -1216092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1216105.375000 Penalty: 894.240845
	Iteration 16Q: 3 clusters Score -1216105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1216106.125000 Penalty: 894.240845
	Iteration 17Q: 3 clusters Score -1216106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1216106.500000 Penalty: 894.240845
	Iteration 18Q: 3 clusters Score -1216106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1216106.500000 Penalty: 894.240845
	Iteration 19F: 3 clusters Score -1216106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (88549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Entering Unmasked Estep 
Score: -5508592.500000 Penalty: 518.304688
	Iteration 0F: 2 clusters Score -5508592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5456685.000000 Penalty: 1036.609375
	Iteration 0F: 3 clusters Score -5456685 nChanged 43265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -5483495.500000 Penalty: 1036.609375
	Iteration 1F: 3 clusters Score -5483496 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5484994.000000 Penalty: 1036.609375
	Iteration 2Q: 3 clusters Score -5484994 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5487109.000000 Penalty: 1036.609375
	Iteration 3Q: 3 clusters Score -5487109 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -5490341.000000 Penalty: 1036.609375
	Iteration 4F: 3 clusters Score -5490341 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5494895.500000 Penalty: 1036.609375
	Iteration 5F: 3 clusters Score -5494896 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5499565.000000 Penalty: 1036.609375
	Iteration 6F: 3 clusters Score -5499565 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5501992.000000 Penalty: 1036.609375
	Iteration 7F: 3 clusters Score -5501992 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5502768.500000 Penalty: 1036.609375
	Iteration 8Q: 3 clusters Score -5502768 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5503214.000000 Penalty: 1036.609375
	Iteration 9Q: 3 clusters Score -5503214 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5503641.000000 Penalty: 1036.609375
	Iteration 10Q: 3 clusters Score -5503641 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5504082.500000 Penalty: 1036.609375
	Iteration 11Q: 3 clusters Score -5504082 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5504499.000000 Penalty: 1036.609375
	Iteration 12Q: 3 clusters Score -5504499 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -5504986.500000 Penalty: 1036.609375
	Iteration 13Q: 3 clusters Score -5504986 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5505469.500000 Penalty: 1036.609375
	Iteration 14Q: 3 clusters Score -5505470 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5505954.000000 Penalty: 1036.609375
	Iteration 15Q: 3 clusters Score -5505954 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5506254.000000 Penalty: 1036.609375
	Iteration 16Q: 3 clusters Score -5506254 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5506607.500000 Penalty: 1036.609375
	Iteration 17Q: 3 clusters Score -5506608 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -5506942.000000 Penalty: 1036.609375
	Iteration 18Q: 3 clusters Score -5506942 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5507170.500000 Penalty: 1036.609375
	Iteration 19Q: 3 clusters Score -5507170 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -5507371.500000 Penalty: 1036.609375
	Iteration 20F: 3 clusters Score -5507372 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -5507556.000000 Penalty: 1036.609375
	Iteration 21Q: 3 clusters Score -5507556 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5507693.500000 Penalty: 1036.609375
	Iteration 22Q: 3 clusters Score -5507694 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5507877.500000 Penalty: 1036.609375
	Iteration 23Q: 3 clusters Score -5507878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -5508063.000000 Penalty: 1036.609375
	Iteration 24Q: 3 clusters Score -5508063 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -5508261.500000 Penalty: 1036.609375
	Iteration 25Q: 3 clusters Score -5508262 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -5508452.500000 Penalty: 1036.609375
	Iteration 26Q: 3 clusters Score -5508452 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5508567.500000 Penalty: 1036.609375
	Iteration 27Q: 3 clusters Score -5508568 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5508753.000000 Penalty: 1036.609375
	Iteration 28Q: 3 clusters Score -5508753 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5508907.500000 Penalty: 1036.609375
	Iteration 29Q: 3 clusters Score -5508908 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -5509018.000000 Penalty: 1036.609375
	Iteration 30Q: 3 clusters Score -5509018 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -5509160.500000 Penalty: 1036.609375
	Iteration 31Q: 3 clusters Score -5509160 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -5509279.000000 Penalty: 1036.609375
	Iteration 32Q: 3 clusters Score -5509279 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5509403.000000 Penalty: 1036.609375
	Iteration 33Q: 3 clusters Score -5509403 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5509496.500000 Penalty: 1036.609375
	Iteration 34Q: 3 clusters Score -5509496 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -5509592.000000 Penalty: 1036.609375
	Iteration 35Q: 3 clusters Score -5509592 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5509748.000000 Penalty: 1036.609375
	Iteration 36Q: 3 clusters Score -5509748 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5509860.500000 Penalty: 1036.609375
	Iteration 37Q: 3 clusters Score -5509860 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5510016.500000 Penalty: 1036.609375
	Iteration 38Q: 3 clusters Score -5510016 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5510145.500000 Penalty: 1036.609375
	Iteration 39Q: 3 clusters Score -5510146 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5510281.000000 Penalty: 1036.609375
	Iteration 40F: 3 clusters Score -5510281 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5510440.500000 Penalty: 1036.609375
	Iteration 41Q: 3 clusters Score -5510440 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5510635.500000 Penalty: 1036.609375
	Iteration 42Q: 3 clusters Score -5510636 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5510772.000000 Penalty: 1036.609375
	Iteration 43Q: 3 clusters Score -5510772 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5510939.000000 Penalty: 1036.609375
	Iteration 44Q: 3 clusters Score -5510939 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5511190.500000 Penalty: 1036.609375
	Iteration 45Q: 3 clusters Score -5511190 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5511366.500000 Penalty: 1036.609375
	Iteration 46Q: 3 clusters Score -5511366 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5511523.000000 Penalty: 1036.609375
	Iteration 47Q: 3 clusters Score -5511523 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5511805.500000 Penalty: 1036.609375
	Iteration 48Q: 3 clusters Score -5511806 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5512148.000000 Penalty: 1036.609375
	Iteration 49Q: 3 clusters Score -5512148 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5512398.500000 Penalty: 1036.609375
	Iteration 50Q: 3 clusters Score -5512398 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5512617.000000 Penalty: 1036.609375
	Iteration 51Q: 3 clusters Score -5512617 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5512692.500000 Penalty: 1036.609375
	Iteration 52Q: 3 clusters Score -5512692 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5512700.000000 Penalty: 1036.609375
	Iteration 53Q: 3 clusters Score -5512700 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -5512493.000000 Penalty: 1036.609375
	Iteration 54Q: 3 clusters Score -5512493 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5512279.000000 Penalty: 1036.609375
	Iteration 55Q: 3 clusters Score -5512279 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5511969.500000 Penalty: 1036.609375
	Iteration 56Q: 3 clusters Score -5511970 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -5511541.500000 Penalty: 1036.609375
	Iteration 57Q: 3 clusters Score -5511542 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5511204.000000 Penalty: 1036.609375
	Iteration 58Q: 3 clusters Score -5511204 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5510852.000000 Penalty: 1036.609375
	Iteration 59Q: 3 clusters Score -5510852 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5510504.500000 Penalty: 1036.609375
	Iteration 60F: 3 clusters Score -5510504 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5510272.500000 Penalty: 1036.609375
	Iteration 61Q: 3 clusters Score -5510272 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5510073.000000 Penalty: 1036.609375
	Iteration 62Q: 3 clusters Score -5510073 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5509844.500000 Penalty: 1036.609375
	Iteration 63Q: 3 clusters Score -5509844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5509657.000000 Penalty: 1036.609375
	Iteration 64Q: 3 clusters Score -5509657 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5509524.000000 Penalty: 1036.609375
	Iteration 65Q: 3 clusters Score -5509524 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5509426.500000 Penalty: 1036.609375
	Iteration 66Q: 3 clusters Score -5509426 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5509433.500000 Penalty: 1036.609375
	Iteration 67Q: 3 clusters Score -5509434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5509316.000000 Penalty: 1036.609375
	Iteration 68Q: 3 clusters Score -5509316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5509227.000000 Penalty: 1036.609375
	Iteration 69Q: 3 clusters Score -5509227 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5509157.500000 Penalty: 1036.609375
	Iteration 70Q: 3 clusters Score -5509158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5509090.500000 Penalty: 1036.609375
	Iteration 71Q: 3 clusters Score -5509090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5509032.000000 Penalty: 1036.609375
	Iteration 72Q: 3 clusters Score -5509032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5508948.500000 Penalty: 1036.609375
	Iteration 73Q: 3 clusters Score -5508948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5508905.500000 Penalty: 1036.609375
	Iteration 74Q: 3 clusters Score -5508906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5508875.000000 Penalty: 1036.609375
	Iteration 75Q: 3 clusters Score -5508875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5508873.000000 Penalty: 1036.609375
	Iteration 76Q: 3 clusters Score -5508873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5508838.000000 Penalty: 1036.609375
	Iteration 77Q: 3 clusters Score -5508838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5508799.000000 Penalty: 1036.609375
	Iteration 78Q: 3 clusters Score -5508799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5508785.500000 Penalty: 1036.609375
	Iteration 79Q: 3 clusters Score -5508786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5508765.500000 Penalty: 1036.609375
	Iteration 80F: 3 clusters Score -5508766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5508750.500000 Penalty: 1036.609375
	Iteration 81Q: 3 clusters Score -5508750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5508725.000000 Penalty: 1036.609375
	Iteration 82Q: 3 clusters Score -5508725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5508712.000000 Penalty: 1036.609375
	Iteration 83Q: 3 clusters Score -5508712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5508686.500000 Penalty: 1036.609375
	Iteration 84Q: 3 clusters Score -5508686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5508685.000000 Penalty: 1036.609375
	Iteration 85Q: 3 clusters Score -5508685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5508667.500000 Penalty: 1036.609375
	Iteration 86Q: 3 clusters Score -5508668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5508642.000000 Penalty: 1036.609375
	Iteration 87Q: 3 clusters Score -5508642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5508637.000000 Penalty: 1036.609375
	Iteration 88Q: 3 clusters Score -5508637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5508633.000000 Penalty: 1036.609375
	Iteration 89Q: 3 clusters Score -5508633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5508609.000000 Penalty: 1036.609375
	Iteration 90Q: 3 clusters Score -5508609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5508616.500000 Penalty: 1036.609375
	Iteration 91Q: 3 clusters Score -5508616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5508584.000000 Penalty: 1036.609375
	Iteration 92Q: 3 clusters Score -5508584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5508586.500000 Penalty: 1036.609375
	Iteration 93Q: 3 clusters Score -5508586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5508574.500000 Penalty: 1036.609375
	Iteration 94Q: 3 clusters Score -5508574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5508581.000000 Penalty: 1036.609375
	Iteration 95Q: 3 clusters Score -5508581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5508572.500000 Penalty: 1036.609375
	Iteration 96Q: 3 clusters Score -5508572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5508576.500000 Penalty: 1036.609375
	Iteration 97Q: 3 clusters Score -5508576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5508571.500000 Penalty: 1036.609375
	Iteration 98Q: 3 clusters Score -5508572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5508565.000000 Penalty: 1036.609375
	Iteration 99Q: 3 clusters Score -5508565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5508574.500000 Penalty: 1036.609375
	Iteration 100F: 3 clusters Score -5508574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88159 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5508581.500000 Penalty: 1036.609375
	Iteration 101Q: 3 clusters Score -5508582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5508574.500000 Penalty: 1036.609375
	Iteration 102Q: 3 clusters Score -5508574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5508571.000000 Penalty: 1036.609375
	Iteration 103Q: 3 clusters Score -5508571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5508556.500000 Penalty: 1036.609375
	Iteration 104Q: 3 clusters Score -5508556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88198 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5508567.000000 Penalty: 1036.609375
	Iteration 105Q: 3 clusters Score -5508567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5508565.500000 Penalty: 1036.609375
	Iteration 106Q: 3 clusters Score -5508566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5508551.000000 Penalty: 1036.609375
	Iteration 107Q: 3 clusters Score -5508551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5508549.000000 Penalty: 1036.609375
	Iteration 108Q: 3 clusters Score -5508549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5508537.000000 Penalty: 1036.609375
	Iteration 109Q: 3 clusters Score -5508537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5508529.500000 Penalty: 1036.609375
	Iteration 110Q: 3 clusters Score -5508530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5508512.000000 Penalty: 1036.609375
	Iteration 111Q: 3 clusters Score -5508512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5508512.000000 Penalty: 1036.609375
	Iteration 112Q: 3 clusters Score -5508512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5508513.000000 Penalty: 1036.609375
	Iteration 113Q: 3 clusters Score -5508513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5508508.000000 Penalty: 1036.609375
	Iteration 114Q: 3 clusters Score -5508508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5508518.000000 Penalty: 1036.609375
	Iteration 115Q: 3 clusters Score -5508518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5508507.500000 Penalty: 1036.609375
	Iteration 116Q: 3 clusters Score -5508508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5508515.500000 Penalty: 1036.609375
	Iteration 117Q: 3 clusters Score -5508516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5508509.000000 Penalty: 1036.609375
	Iteration 118Q: 3 clusters Score -5508509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5508516.500000 Penalty: 1036.609375
	Iteration 119Q: 3 clusters Score -5508516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5508510.000000 Penalty: 1036.609375
	Iteration 120F: 3 clusters Score -5508510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5508514.000000 Penalty: 1036.609375
	Iteration 121Q: 3 clusters Score -5508514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5508519.000000 Penalty: 1036.609375
	Iteration 122Q: 3 clusters Score -5508519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5508520.500000 Penalty: 1036.609375
	Iteration 123Q: 3 clusters Score -5508520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5508521.000000 Penalty: 1036.609375
	Iteration 124Q: 3 clusters Score -5508521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5508521.000000 Penalty: 1036.609375
	Iteration 125F: 3 clusters Score -5508521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -92321.109375 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -92321.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91253.398438 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -91253.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91582.960938 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -91582.96 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91621.046875 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -91621.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91651.156250 Penalty: 659.419495
	Iteration 3Q: 3 clusters Score -91651.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91681.187500 Penalty: 659.419495
	Iteration 4Q: 3 clusters Score -91681.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91702.445312 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -91702.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91721.312500 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -91721.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91733.226562 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -91733.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91745.195312 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -91745.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91760.546875 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -91760.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91781.023438 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -91781.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -91796.601562 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -91796.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91808.390625 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -91808.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91819.125000 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -91819.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91828.203125 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -91828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91832.914062 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -91832.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91837.914062 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -91837.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91846.500000 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -91846.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91855.765625 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -91855.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91863.796875 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -91863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91869.132812 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -91869.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91875.234375 Penalty: 659.419495
	Iteration 21Q: 3 clusters Score -91875.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91878.937500 Penalty: 659.419495
	Iteration 22Q: 3 clusters Score -91878.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91881.179688 Penalty: 659.419495
	Iteration 23Q: 3 clusters Score -91881.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91883.468750 Penalty: 659.419495
	Iteration 24Q: 3 clusters Score -91883.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91884.367188 Penalty: 659.419495
	Iteration 25Q: 3 clusters Score -91884.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91886.804688 Penalty: 659.419495
	Iteration 26Q: 3 clusters Score -91886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91888.804688 Penalty: 659.419495
	Iteration 27Q: 3 clusters Score -91888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91891.382812 Penalty: 659.419495
	Iteration 28Q: 3 clusters Score -91891.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91892.000000 Penalty: 659.419495
	Iteration 29Q: 3 clusters Score -91892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91892.000000 Penalty: 659.419495
	Iteration 30F: 3 clusters Score -91892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (75525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Entering Unmasked Estep 
Score: -4833555.000000 Penalty: 511.065948
	Iteration 0F: 2 clusters Score -4833555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4783218.000000 Penalty: 1022.131897
	Iteration 0F: 3 clusters Score -4783218 nChanged 36876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -4805617.500000 Penalty: 1022.131897
	Iteration 1F: 3 clusters Score -4805618 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -4807541.500000 Penalty: 1022.131897
	Iteration 2F: 3 clusters Score -4807542 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -4811178.000000 Penalty: 1022.131897
	Iteration 3F: 3 clusters Score -4811178 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -4817012.500000 Penalty: 1022.131897
	Iteration 4F: 3 clusters Score -4817012 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -4824288.000000 Penalty: 1022.131897
	Iteration 5F: 3 clusters Score -4824288 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -4830072.500000 Penalty: 1022.131897
	Iteration 6F: 3 clusters Score -4830072 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -4832447.000000 Penalty: 1022.131897
	Iteration 7Q: 3 clusters Score -4832447 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -4832981.500000 Penalty: 1022.131897
	Iteration 8Q: 3 clusters Score -4832982 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -4833093.000000 Penalty: 1022.131897
	Iteration 9Q: 3 clusters Score -4833093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -4833134.000000 Penalty: 1022.131897
	Iteration 10Q: 3 clusters Score -4833134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -4833142.000000 Penalty: 1022.131897
	Iteration 11Q: 3 clusters Score -4833142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -4833166.500000 Penalty: 1022.131897
	Iteration 12Q: 3 clusters Score -4833166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -4833173.500000 Penalty: 1022.131897
	Iteration 13Q: 3 clusters Score -4833174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -4833175.500000 Penalty: 1022.131897
	Iteration 14Q: 3 clusters Score -4833176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -4833176.000000 Penalty: 1022.131897
	Iteration 15Q: 3 clusters Score -4833176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -4833180.000000 Penalty: 1022.131897
	Iteration 16Q: 3 clusters Score -4833180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -4833180.000000 Penalty: 1022.131897
	Iteration 17F: 3 clusters Score -4833180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -100111.367188 Penalty: 332.660431
	Iteration 0F: 2 clusters Score -100111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98997.789062 Penalty: 665.320862
	Iteration 0F: 3 clusters Score -98997.79 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -99318.664062 Penalty: 665.320862
	Iteration 1F: 3 clusters Score -99318.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99364.609375 Penalty: 665.320862
	Iteration 2F: 3 clusters Score -99364.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99404.265625 Penalty: 665.320862
	Iteration 3F: 3 clusters Score -99404.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99438.695312 Penalty: 665.320862
	Iteration 4Q: 3 clusters Score -99438.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99475.773438 Penalty: 665.320862
	Iteration 5Q: 3 clusters Score -99475.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99526.062500 Penalty: 665.320862
	Iteration 6Q: 3 clusters Score -99526.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99587.882812 Penalty: 665.320862
	Iteration 7Q: 3 clusters Score -99587.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99640.734375 Penalty: 665.320862
	Iteration 8Q: 3 clusters Score -99640.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99674.859375 Penalty: 665.320862
	Iteration 9Q: 3 clusters Score -99674.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99704.539062 Penalty: 665.320862
	Iteration 10Q: 3 clusters Score -99704.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99733.250000 Penalty: 665.320862
	Iteration 11Q: 3 clusters Score -99733.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -99748.640625 Penalty: 665.320862
	Iteration 12Q: 3 clusters Score -99748.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -99756.750000 Penalty: 665.320862
	Iteration 13Q: 3 clusters Score -99756.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -99763.429688 Penalty: 665.320862
	Iteration 14Q: 3 clusters Score -99763.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -99773.601562 Penalty: 665.320862
	Iteration 15Q: 3 clusters Score -99773.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -99782.906250 Penalty: 665.320862
	Iteration 16Q: 3 clusters Score -99782.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -99793.492188 Penalty: 665.320862
	Iteration 17Q: 3 clusters Score -99793.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -99800.859375 Penalty: 665.320862
	Iteration 18Q: 3 clusters Score -99800.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -99804.835938 Penalty: 665.320862
	Iteration 19Q: 3 clusters Score -99804.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -99807.296875 Penalty: 665.320862
	Iteration 20F: 3 clusters Score -99807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -99809.273438 Penalty: 665.320862
	Iteration 21Q: 3 clusters Score -99809.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -99811.460938 Penalty: 665.320862
	Iteration 22Q: 3 clusters Score -99811.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -99813.289062 Penalty: 665.320862
	Iteration 23Q: 3 clusters Score -99813.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -99816.093750 Penalty: 665.320862
	Iteration 24Q: 3 clusters Score -99816.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -99819.460938 Penalty: 665.320862
	Iteration 25Q: 3 clusters Score -99819.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -99820.632812 Penalty: 665.320862
	Iteration 26Q: 3 clusters Score -99820.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -99820.976562 Penalty: 665.320862
	Iteration 27Q: 3 clusters Score -99820.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -99820.976562 Penalty: 665.320862
	Iteration 28F: 3 clusters Score -99820.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4177 members 
Mstep: Class 6 contains 42929 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 13809 members 
Mstep: Class 11 contains 81346 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 78146 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54145 members 
Mstep: Class 17 contains 15257 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 21283 members 
Mstep: Class 20 contains 15032 members 
Mstep: Class 21 contains 12126 members 
Mstep: Class 22 contains 29948 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 7953 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15622 members 
Mstep: Class 29 contains 18524 members 
Mstep: Class 30 contains 88549 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 75525 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240976.000000 Penalty: 20813.578125
Iteration 279Q: 35 clusters Score -4.224098e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 42930 members 
Mstep: Class 7 contains 44396 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 13813 members 
Mstep: Class 11 contains 81324 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 78182 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 54022 members 
Mstep: Class 17 contains 15251 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 21283 members 
Mstep: Class 20 contains 15181 members 
Mstep: Class 21 contains 12137 members 
Mstep: Class 22 contains 29954 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2505 members 
Mstep: Class 25 contains 8001 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 15586 members 
Mstep: Class 29 contains 18645 members 
Mstep: Class 30 contains 89437 members 
Mstep: Class 31 contains 42224 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 75538 members 
Mstep: Class 34 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240956.000000 Penalty: 20813.578125
Iteration 280F: 35 clusters Score -4.224096e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4166 members 
Mstep: Class 6 contains 42924 members 
Mstep: Class 7 contains 44380 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 13809 members 
Mstep: Class 11 contains 81330 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3878 members 
Mstep: Class 14 contains 78219 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53982 members 
Mstep: Class 17 contains 15254 members 
Mstep: Class 18 contains 1790 members 
Mstep: Class 19 contains 21269 members 
Mstep: Class 20 contains 15082 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 29962 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 5141 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 15563 members 
Mstep: Class 29 contains 18765 members 
Mstep: Class 30 contains 89413 members 
Mstep: Class 31 contains 42406 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 75552 members 
Mstep: Class 34 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241052.000000 Penalty: 20813.578125
Iteration 281Q: 35 clusters Score -4.224105e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 42920 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 81328 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 78239 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53957 members 
Mstep: Class 17 contains 15264 members 
Mstep: Class 18 contains 1791 members 
Mstep: Class 19 contains 21256 members 
Mstep: Class 20 contains 15075 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 29976 members 
Mstep: Class 23 contains 4055 members 
Mstep: Class 24 contains 2514 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 15553 members 
Mstep: Class 29 contains 18877 members 
Mstep: Class 30 contains 89298 members 
Mstep: Class 31 contains 42567 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 75555 members 
Mstep: Class 34 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241032.000000 Penalty: 20813.578125
Iteration 282Q: 35 clusters Score -4.224103e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 42920 members 
Mstep: Class 7 contains 44363 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 81292 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 78229 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53919 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 21241 members 
Mstep: Class 20 contains 15109 members 
Mstep: Class 21 contains 12155 members 
Mstep: Class 22 contains 29989 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 15547 members 
Mstep: Class 29 contains 18977 members 
Mstep: Class 30 contains 89191 members 
Mstep: Class 31 contains 42672 members 
Mstep: Class 32 contains 1428 members 
Mstep: Class 33 contains 75587 members 
Mstep: Class 34 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241212.000000 Penalty: 20813.578125
Iteration 283Q: 35 clusters Score -4.224121e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 42925 members 
Mstep: Class 7 contains 44356 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 81243 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 78232 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53839 members 
Mstep: Class 17 contains 15288 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 21233 members 
Mstep: Class 20 contains 15140 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 30002 members 
Mstep: Class 23 contains 3930 members 
Mstep: Class 24 contains 2524 members 
Mstep: Class 25 contains 8247 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 1405 members 
Mstep: Class 28 contains 15540 members 
Mstep: Class 29 contains 19080 members 
Mstep: Class 30 contains 89129 members 
Mstep: Class 31 contains 42768 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 75624 members 
Mstep: Class 34 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241416.000000 Penalty: 20813.578125
Iteration 284Q: 35 clusters Score -4.224142e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 6 contains 42930 members 
Mstep: Class 7 contains 44353 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 81230 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 78200 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53771 members 
Mstep: Class 17 contains 15297 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 21230 members 
Mstep: Class 20 contains 15192 members 
Mstep: Class 21 contains 12148 members 
Mstep: Class 22 contains 30011 members 
Mstep: Class 23 contains 3894 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 8302 members 
Mstep: Class 26 contains 5045 members 
Mstep: Class 27 contains 1401 members 
Mstep: Class 28 contains 15531 members 
Mstep: Class 29 contains 19170 members 
Mstep: Class 30 contains 89078 members 
Mstep: Class 31 contains 42828 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 75634 members 
Mstep: Class 34 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241348.000000 Penalty: 20813.578125
Iteration 285Q: 35 clusters Score -4.224135e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 42937 members 
Mstep: Class 7 contains 44353 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 81213 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 78149 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53710 members 
Mstep: Class 17 contains 15297 members 
Mstep: Class 18 contains 1804 members 
Mstep: Class 19 contains 21239 members 
Mstep: Class 20 contains 15246 members 
Mstep: Class 21 contains 12144 members 
Mstep: Class 22 contains 30015 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 2535 members 
Mstep: Class 25 contains 8359 members 
Mstep: Class 26 contains 5021 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 15524 members 
Mstep: Class 29 contains 19261 members 
Mstep: Class 30 contains 89050 members 
Mstep: Class 31 contains 42889 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 75646 members 
Mstep: Class 34 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241316.000000 Penalty: 20813.578125
Iteration 286Q: 35 clusters Score -4.224132e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4073 members 
Mstep: Class 6 contains 42937 members 
Mstep: Class 7 contains 44346 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 13798 members 
Mstep: Class 11 contains 81203 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 78094 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53606 members 
Mstep: Class 17 contains 15297 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 21249 members 
Mstep: Class 20 contains 15303 members 
Mstep: Class 21 contains 12144 members 
Mstep: Class 22 contains 30015 members 
Mstep: Class 23 contains 3822 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 8408 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 1393 members 
Mstep: Class 28 contains 15515 members 
Mstep: Class 29 contains 19344 members 
Mstep: Class 30 contains 89035 members 
Mstep: Class 31 contains 42940 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 75694 members 
Mstep: Class 34 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241260.000000 Penalty: 20813.578125
Iteration 287Q: 35 clusters Score -4.224126e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4056 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 44353 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 13802 members 
Mstep: Class 11 contains 81194 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 78071 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53492 members 
Mstep: Class 17 contains 15302 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 21254 members 
Mstep: Class 20 contains 15373 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 30012 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 8464 members 
Mstep: Class 26 contains 4982 members 
Mstep: Class 27 contains 1390 members 
Mstep: Class 28 contains 15505 members 
Mstep: Class 29 contains 19424 members 
Mstep: Class 30 contains 89009 members 
Mstep: Class 31 contains 42966 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 75728 members 
Mstep: Class 34 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241276.000000 Penalty: 20813.578125
Iteration 288Q: 35 clusters Score -4.224128e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 13802 members 
Mstep: Class 11 contains 81167 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 78021 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53409 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 21264 members 
Mstep: Class 20 contains 15448 members 
Mstep: Class 21 contains 12125 members 
Mstep: Class 22 contains 30007 members 
Mstep: Class 23 contains 3783 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 8524 members 
Mstep: Class 26 contains 4970 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 15495 members 
Mstep: Class 29 contains 19494 members 
Mstep: Class 30 contains 88981 members 
Mstep: Class 31 contains 42960 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 75794 members 
Mstep: Class 34 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241376.000000 Penalty: 20813.578125
Iteration 289Q: 35 clusters Score -4.224138e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 42926 members 
Mstep: Class 7 contains 44357 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 13794 members 
Mstep: Class 11 contains 81140 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 77960 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53345 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 21254 members 
Mstep: Class 20 contains 15529 members 
Mstep: Class 21 contains 12125 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 3761 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 8580 members 
Mstep: Class 26 contains 4959 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 15487 members 
Mstep: Class 29 contains 19584 members 
Mstep: Class 30 contains 88969 members 
Mstep: Class 31 contains 42940 members 
Mstep: Class 32 contains 1470 members 
Mstep: Class 33 contains 75870 members 
Mstep: Class 34 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241492.000000 Penalty: 20813.578125
Iteration 290Q: 35 clusters Score -4.224149e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 42915 members 
Mstep: Class 7 contains 44352 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 13787 members 
Mstep: Class 11 contains 81103 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 77884 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53281 members 
Mstep: Class 17 contains 15348 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 21226 members 
Mstep: Class 20 contains 15598 members 
Mstep: Class 21 contains 12131 members 
Mstep: Class 22 contains 29998 members 
Mstep: Class 23 contains 3745 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 8640 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 19677 members 
Mstep: Class 30 contains 88974 members 
Mstep: Class 31 contains 42913 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 75971 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241376.000000 Penalty: 20813.578125
Iteration 291Q: 35 clusters Score -4.224138e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 42909 members 
Mstep: Class 7 contains 44341 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 11 contains 81041 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 77801 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53201 members 
Mstep: Class 17 contains 15363 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 21198 members 
Mstep: Class 20 contains 15645 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 22 contains 29997 members 
Mstep: Class 23 contains 3733 members 
Mstep: Class 24 contains 2561 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 1382 members 
Mstep: Class 28 contains 15489 members 
Mstep: Class 29 contains 19774 members 
Mstep: Class 30 contains 89009 members 
Mstep: Class 31 contains 42902 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 76073 members 
Mstep: Class 34 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241344.000000 Penalty: 20813.578125
Iteration 292Q: 35 clusters Score -4.224134e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 42922 members 
Mstep: Class 7 contains 44338 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 13735 members 
Mstep: Class 11 contains 80997 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 77719 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53108 members 
Mstep: Class 17 contains 15374 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 21179 members 
Mstep: Class 20 contains 15665 members 
Mstep: Class 21 contains 12131 members 
Mstep: Class 22 contains 29990 members 
Mstep: Class 23 contains 3721 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 4938 members 
Mstep: Class 27 contains 1381 members 
Mstep: Class 28 contains 15496 members 
Mstep: Class 29 contains 19871 members 
Mstep: Class 30 contains 89038 members 
Mstep: Class 31 contains 42914 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 76166 members 
Mstep: Class 34 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241276.000000 Penalty: 20813.578125
Iteration 293Q: 35 clusters Score -4.224128e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 42930 members 
Mstep: Class 7 contains 44331 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 80962 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 77636 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 53020 members 
Mstep: Class 17 contains 15384 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 21155 members 
Mstep: Class 20 contains 15681 members 
Mstep: Class 21 contains 12136 members 
Mstep: Class 22 contains 29996 members 
Mstep: Class 23 contains 3711 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 15508 members 
Mstep: Class 29 contains 19969 members 
Mstep: Class 30 contains 89069 members 
Mstep: Class 31 contains 42941 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 76248 members 
Mstep: Class 34 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241324.000000 Penalty: 20813.578125
Iteration 294Q: 35 clusters Score -4.224132e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4235 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 42944 members 
Mstep: Class 7 contains 44332 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 80957 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 14 contains 77551 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 52912 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 21140 members 
Mstep: Class 20 contains 15708 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 29997 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 8836 members 
Mstep: Class 26 contains 4919 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15505 members 
Mstep: Class 29 contains 20065 members 
Mstep: Class 30 contains 89099 members 
Mstep: Class 31 contains 42946 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76291 members 
Mstep: Class 34 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241372.000000 Penalty: 20813.578125
Iteration 295Q: 35 clusters Score -4.224137e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 42956 members 
Mstep: Class 7 contains 44342 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 80952 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 77512 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 52798 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 21135 members 
Mstep: Class 20 contains 15753 members 
Mstep: Class 21 contains 12163 members 
Mstep: Class 22 contains 29996 members 
Mstep: Class 23 contains 3696 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 8869 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15503 members 
Mstep: Class 29 contains 20154 members 
Mstep: Class 30 contains 89128 members 
Mstep: Class 31 contains 42929 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76307 members 
Mstep: Class 34 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241500.000000 Penalty: 20813.578125
Iteration 296Q: 35 clusters Score -4.22415e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4235 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 42968 members 
Mstep: Class 7 contains 44362 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 13620 members 
Mstep: Class 11 contains 80957 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3525 members 
Mstep: Class 14 contains 77486 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52694 members 
Mstep: Class 17 contains 15382 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 21121 members 
Mstep: Class 20 contains 15794 members 
Mstep: Class 21 contains 12182 members 
Mstep: Class 22 contains 29998 members 
Mstep: Class 23 contains 3682 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 4901 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15496 members 
Mstep: Class 29 contains 20264 members 
Mstep: Class 30 contains 89157 members 
Mstep: Class 31 contains 42909 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76301 members 
Mstep: Class 34 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241384.000000 Penalty: 20813.578125
Iteration 297Q: 35 clusters Score -4.224138e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 42982 members 
Mstep: Class 7 contains 44383 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 13606 members 
Mstep: Class 11 contains 80956 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 77488 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52572 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 21110 members 
Mstep: Class 20 contains 15833 members 
Mstep: Class 21 contains 12202 members 
Mstep: Class 22 contains 29995 members 
Mstep: Class 23 contains 3675 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 8930 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15492 members 
Mstep: Class 29 contains 20331 members 
Mstep: Class 30 contains 89163 members 
Mstep: Class 31 contains 42879 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76342 members 
Mstep: Class 34 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241356.000000 Penalty: 20813.578125
Iteration 298Q: 35 clusters Score -4.224136e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 13601 members 
Mstep: Class 11 contains 81003 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 77477 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52472 members 
Mstep: Class 17 contains 15358 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 21099 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 12211 members 
Mstep: Class 22 contains 29994 members 
Mstep: Class 23 contains 3669 members 
Mstep: Class 24 contains 2658 members 
Mstep: Class 25 contains 8955 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15489 members 
Mstep: Class 29 contains 20387 members 
Mstep: Class 30 contains 89179 members 
Mstep: Class 31 contains 42855 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76335 members 
Mstep: Class 34 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241204.000000 Penalty: 20813.578125
Iteration 299Q: 35 clusters Score -4.22412e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 44432 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 13602 members 
Mstep: Class 11 contains 81051 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3416 members 
Mstep: Class 14 contains 77504 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52358 members 
Mstep: Class 17 contains 15342 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 12215 members 
Mstep: Class 22 contains 29991 members 
Mstep: Class 23 contains 3666 members 
Mstep: Class 24 contains 2670 members 
Mstep: Class 25 contains 8986 members 
Mstep: Class 26 contains 4866 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 20434 members 
Mstep: Class 30 contains 89192 members 
Mstep: Class 31 contains 42830 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 76317 members 
Mstep: Class 34 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241296.000000 Penalty: 20813.578125
Iteration 300F: 35 clusters Score -4.22413e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 43005 members 
Mstep: Class 7 contains 44451 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 13585 members 
Mstep: Class 11 contains 81082 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 14 contains 77518 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52274 members 
Mstep: Class 17 contains 15333 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 19 contains 21075 members 
Mstep: Class 20 contains 15953 members 
Mstep: Class 21 contains 12224 members 
Mstep: Class 22 contains 29990 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 9010 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 20483 members 
Mstep: Class 30 contains 89193 members 
Mstep: Class 31 contains 42803 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 76321 members 
Mstep: Class 34 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241264.000000 Penalty: 20813.578125
Iteration 301Q: 35 clusters Score -4.224126e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 43014 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 13577 members 
Mstep: Class 11 contains 81120 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 77555 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52200 members 
Mstep: Class 17 contains 15315 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 21056 members 
Mstep: Class 20 contains 15994 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 29988 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 9034 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 20526 members 
Mstep: Class 30 contains 89187 members 
Mstep: Class 31 contains 42774 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 76308 members 
Mstep: Class 34 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241296.000000 Penalty: 20813.578125
Iteration 302Q: 35 clusters Score -4.22413e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 43028 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 81130 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 77606 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52129 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 1839 members 
Mstep: Class 19 contains 21046 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 29984 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 2704 members 
Mstep: Class 25 contains 9064 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15448 members 
Mstep: Class 29 contains 20564 members 
Mstep: Class 30 contains 89182 members 
Mstep: Class 31 contains 42752 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 76279 members 
Mstep: Class 34 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241296.000000 Penalty: 20813.578125
Iteration 303Q: 35 clusters Score -4.22413e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 43030 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 13568 members 
Mstep: Class 11 contains 81155 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3311 members 
Mstep: Class 14 contains 77663 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52059 members 
Mstep: Class 17 contains 15295 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 21031 members 
Mstep: Class 20 contains 16031 members 
Mstep: Class 21 contains 12248 members 
Mstep: Class 22 contains 29985 members 
Mstep: Class 23 contains 3646 members 
Mstep: Class 24 contains 2718 members 
Mstep: Class 25 contains 9096 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15440 members 
Mstep: Class 29 contains 20577 members 
Mstep: Class 30 contains 89165 members 
Mstep: Class 31 contains 42747 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76246 members 
Mstep: Class 34 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241284.000000 Penalty: 20813.578125
Iteration 304Q: 35 clusters Score -4.224128e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 43031 members 
Mstep: Class 7 contains 44556 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 13568 members 
Mstep: Class 11 contains 81170 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 77718 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51993 members 
Mstep: Class 17 contains 15288 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 21023 members 
Mstep: Class 20 contains 16048 members 
Mstep: Class 21 contains 12254 members 
Mstep: Class 22 contains 29986 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 2730 members 
Mstep: Class 25 contains 9127 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15439 members 
Mstep: Class 29 contains 20609 members 
Mstep: Class 30 contains 89140 members 
Mstep: Class 31 contains 42743 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241308.000000 Penalty: 20813.578125
Iteration 305Q: 35 clusters Score -4.224131e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 43026 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 13564 members 
Mstep: Class 11 contains 81224 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 77726 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51964 members 
Mstep: Class 17 contains 15275 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 21001 members 
Mstep: Class 20 contains 16073 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 29987 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 2750 members 
Mstep: Class 25 contains 9153 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15430 members 
Mstep: Class 29 contains 20632 members 
Mstep: Class 30 contains 89131 members 
Mstep: Class 31 contains 42727 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76166 members 
Mstep: Class 34 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241448.000000 Penalty: 20813.578125
Iteration 306Q: 35 clusters Score -4.224145e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 43034 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 81273 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 77746 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51943 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 16104 members 
Mstep: Class 21 contains 12257 members 
Mstep: Class 22 contains 29982 members 
Mstep: Class 23 contains 3637 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 9175 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15418 members 
Mstep: Class 29 contains 20634 members 
Mstep: Class 30 contains 89125 members 
Mstep: Class 31 contains 42699 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76134 members 
Mstep: Class 34 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241448.000000 Penalty: 20813.578125
Iteration 307Q: 35 clusters Score -4.224145e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 43036 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 81328 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 77757 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51913 members 
Mstep: Class 17 contains 15237 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20983 members 
Mstep: Class 20 contains 16126 members 
Mstep: Class 21 contains 12260 members 
Mstep: Class 22 contains 29976 members 
Mstep: Class 23 contains 3635 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 9199 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 20648 members 
Mstep: Class 30 contains 89132 members 
Mstep: Class 31 contains 42675 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76097 members 
Mstep: Class 34 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241416.000000 Penalty: 20813.578125
Iteration 308Q: 35 clusters Score -4.224142e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 43044 members 
Mstep: Class 7 contains 44651 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 81344 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 77778 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51875 members 
Mstep: Class 17 contains 15215 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 12261 members 
Mstep: Class 22 contains 29978 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 9229 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 20664 members 
Mstep: Class 30 contains 89143 members 
Mstep: Class 31 contains 42636 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76077 members 
Mstep: Class 34 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241504.000000 Penalty: 20813.578125
Iteration 309Q: 35 clusters Score -4.22415e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 43048 members 
Mstep: Class 7 contains 44669 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 81336 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 77770 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51842 members 
Mstep: Class 17 contains 15200 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 16175 members 
Mstep: Class 21 contains 12257 members 
Mstep: Class 22 contains 29984 members 
Mstep: Class 23 contains 3631 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 9263 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 20700 members 
Mstep: Class 30 contains 89140 members 
Mstep: Class 31 contains 42626 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76061 members 
Mstep: Class 34 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241524.000000 Penalty: 20813.578125
Iteration 310Q: 35 clusters Score -4.224152e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 43055 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 81349 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 77766 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51817 members 
Mstep: Class 17 contains 15181 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 16197 members 
Mstep: Class 21 contains 12254 members 
Mstep: Class 22 contains 29982 members 
Mstep: Class 23 contains 3622 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 9305 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 20722 members 
Mstep: Class 30 contains 89140 members 
Mstep: Class 31 contains 42616 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76038 members 
Mstep: Class 34 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241464.000000 Penalty: 20813.578125
Iteration 311Q: 35 clusters Score -4.224146e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 6 contains 43059 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 81337 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 77793 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51786 members 
Mstep: Class 17 contains 15157 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 16222 members 
Mstep: Class 21 contains 12263 members 
Mstep: Class 22 contains 29982 members 
Mstep: Class 23 contains 3615 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 20736 members 
Mstep: Class 30 contains 89134 members 
Mstep: Class 31 contains 42607 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76010 members 
Mstep: Class 34 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241440.000000 Penalty: 20813.578125
Iteration 312Q: 35 clusters Score -4.224144e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 43059 members 
Mstep: Class 7 contains 44715 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 81316 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 77792 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51777 members 
Mstep: Class 17 contains 15128 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 16250 members 
Mstep: Class 21 contains 12270 members 
Mstep: Class 22 contains 29981 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 2818 members 
Mstep: Class 25 contains 9411 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 20736 members 
Mstep: Class 30 contains 89140 members 
Mstep: Class 31 contains 42593 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76020 members 
Mstep: Class 34 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241568.000000 Penalty: 20813.578125
Iteration 313Q: 35 clusters Score -4.224157e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 43058 members 
Mstep: Class 7 contains 44730 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 81297 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 77801 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 15099 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 16270 members 
Mstep: Class 21 contains 12284 members 
Mstep: Class 22 contains 29981 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15352 members 
Mstep: Class 29 contains 20734 members 
Mstep: Class 30 contains 89145 members 
Mstep: Class 31 contains 42580 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 76024 members 
Mstep: Class 34 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241652.000000 Penalty: 20813.578125
Iteration 314Q: 35 clusters Score -4.224165e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 43057 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 81299 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 77812 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51737 members 
Mstep: Class 17 contains 15074 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20957 members 
Mstep: Class 20 contains 16281 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 29980 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 9508 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15336 members 
Mstep: Class 29 contains 20724 members 
Mstep: Class 30 contains 89149 members 
Mstep: Class 31 contains 42576 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76027 members 
Mstep: Class 34 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241708.000000 Penalty: 20813.578125
Iteration 315Q: 35 clusters Score -4.224171e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3919 members 
Mstep: Class 6 contains 43056 members 
Mstep: Class 7 contains 44753 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 81291 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 77813 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51711 members 
Mstep: Class 17 contains 15044 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 16285 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 29979 members 
Mstep: Class 23 contains 3592 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 9560 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15321 members 
Mstep: Class 29 contains 20731 members 
Mstep: Class 30 contains 89159 members 
Mstep: Class 31 contains 42576 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76027 members 
Mstep: Class 34 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241704.000000 Penalty: 20813.578125
Iteration 316Q: 35 clusters Score -4.22417e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 43053 members 
Mstep: Class 7 contains 44758 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 81278 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 77812 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51684 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 16298 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 29980 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 2848 members 
Mstep: Class 25 contains 9607 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15312 members 
Mstep: Class 29 contains 20737 members 
Mstep: Class 30 contains 89153 members 
Mstep: Class 31 contains 42582 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76040 members 
Mstep: Class 34 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241760.000000 Penalty: 20813.578125
Iteration 317Q: 35 clusters Score -4.224176e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 81289 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 77797 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 16311 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 29977 members 
Mstep: Class 23 contains 3586 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 9654 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15308 members 
Mstep: Class 29 contains 20737 members 
Mstep: Class 30 contains 89133 members 
Mstep: Class 31 contains 42588 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 76058 members 
Mstep: Class 34 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241692.000000 Penalty: 20813.578125
Iteration 318Q: 35 clusters Score -4.224169e+07 nChanged 732
Entering ConstructFrom: 
Score: -42241692.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -62971.273438 Penalty: 313.337189
	Iteration 0F: 2 clusters Score -62971.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62179.289062 Penalty: 626.674377
	Iteration 0F: 3 clusters Score -62179.29 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62410.648438 Penalty: 626.674377
	Iteration 1F: 3 clusters Score -62410.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -62457.316406 Penalty: 626.674377
	Iteration 2F: 3 clusters Score -62457.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -62497.714844 Penalty: 626.674377
	Iteration 3F: 3 clusters Score -62497.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -62529.710938 Penalty: 626.674377
	Iteration 4Q: 3 clusters Score -62529.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62559.140625 Penalty: 626.674377
	Iteration 5Q: 3 clusters Score -62559.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -62585.589844 Penalty: 626.674377
	Iteration 6Q: 3 clusters Score -62585.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -62598.664062 Penalty: 626.674377
	Iteration 7Q: 3 clusters Score -62598.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -62608.296875 Penalty: 626.674377
	Iteration 8Q: 3 clusters Score -62608.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -62620.980469 Penalty: 626.674377
	Iteration 9Q: 3 clusters Score -62620.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62636.398438 Penalty: 626.674377
	Iteration 10Q: 3 clusters Score -62636.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -62650.753906 Penalty: 626.674377
	Iteration 11Q: 3 clusters Score -62650.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -62662.320312 Penalty: 626.674377
	Iteration 12Q: 3 clusters Score -62662.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -62669.429688 Penalty: 626.674377
	Iteration 13Q: 3 clusters Score -62669.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -62678.757812 Penalty: 626.674377
	Iteration 14Q: 3 clusters Score -62678.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -62683.757812 Penalty: 626.674377
	Iteration 15Q: 3 clusters Score -62683.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -62687.511719 Penalty: 626.674377
	Iteration 16Q: 3 clusters Score -62687.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -62689.324219 Penalty: 626.674377
	Iteration 17Q: 3 clusters Score -62689.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -62690.656250 Penalty: 626.674377
	Iteration 18Q: 3 clusters Score -62690.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -62693.457031 Penalty: 626.674377
	Iteration 19Q: 3 clusters Score -62693.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -62698.335938 Penalty: 626.674377
	Iteration 20F: 3 clusters Score -62698.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -62705.480469 Penalty: 626.674377
	Iteration 21Q: 3 clusters Score -62705.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -62707.234375 Penalty: 626.674377
	Iteration 22Q: 3 clusters Score -62707.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -62707.511719 Penalty: 626.674377
	Iteration 23Q: 3 clusters Score -62707.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -62707.511719 Penalty: 626.674377
	Iteration 24F: 3 clusters Score -62707.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -238343.828125 Penalty: 379.901550
	Iteration 0F: 2 clusters Score -238343.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -235482.562500 Penalty: 759.803101
	Iteration 0F: 3 clusters Score -235482.6 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -236599.093750 Penalty: 759.803101
	Iteration 1F: 3 clusters Score -236599.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -236731.890625 Penalty: 759.803101
	Iteration 2F: 3 clusters Score -236731.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -236873.671875 Penalty: 759.803101
	Iteration 3F: 3 clusters Score -236873.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -237049.093750 Penalty: 759.803101
	Iteration 4F: 3 clusters Score -237049.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -237235.718750 Penalty: 759.803101
	Iteration 5F: 3 clusters Score -237235.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -237468.125000 Penalty: 759.803101
	Iteration 6F: 3 clusters Score -237468.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -237692.078125 Penalty: 759.803101
	Iteration 7F: 3 clusters Score -237692.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -237822.203125 Penalty: 759.803101
	Iteration 8Q: 3 clusters Score -237822.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -237904.859375 Penalty: 759.803101
	Iteration 9Q: 3 clusters Score -237904.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -237976.515625 Penalty: 759.803101
	Iteration 10Q: 3 clusters Score -237976.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -238018.687500 Penalty: 759.803101
	Iteration 11Q: 3 clusters Score -238018.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -238046.984375 Penalty: 759.803101
	Iteration 12Q: 3 clusters Score -238047 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -238080.671875 Penalty: 759.803101
	Iteration 13Q: 3 clusters Score -238080.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -238111.765625 Penalty: 759.803101
	Iteration 14Q: 3 clusters Score -238111.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -238131.671875 Penalty: 759.803101
	Iteration 15Q: 3 clusters Score -238131.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -238142.859375 Penalty: 759.803101
	Iteration 16Q: 3 clusters Score -238142.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -238150.093750 Penalty: 759.803101
	Iteration 17Q: 3 clusters Score -238150.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -238157.046875 Penalty: 759.803101
	Iteration 18Q: 3 clusters Score -238157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -238162.812500 Penalty: 759.803101
	Iteration 19Q: 3 clusters Score -238162.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -238165.875000 Penalty: 759.803101
	Iteration 20F: 3 clusters Score -238165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -238167.250000 Penalty: 759.803101
	Iteration 21Q: 3 clusters Score -238167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -238168.328125 Penalty: 759.803101
	Iteration 22Q: 3 clusters Score -238168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -238168.843750 Penalty: 759.803101
	Iteration 23Q: 3 clusters Score -238168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -238169.546875 Penalty: 759.803101
	Iteration 24Q: 3 clusters Score -238169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -238171.171875 Penalty: 759.803101
	Iteration 25Q: 3 clusters Score -238171.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -238173.015625 Penalty: 759.803101
	Iteration 26Q: 3 clusters Score -238173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -238175.671875 Penalty: 759.803101
	Iteration 27Q: 3 clusters Score -238175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -238176.515625 Penalty: 759.803101
	Iteration 28Q: 3 clusters Score -238176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -238176.609375 Penalty: 759.803101
	Iteration 29Q: 3 clusters Score -238176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -238176.984375 Penalty: 759.803101
	Iteration 30Q: 3 clusters Score -238177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -238176.984375 Penalty: 759.803101
	Iteration 31F: 3 clusters Score -238177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -109577.093750 Penalty: 340.308136
	Iteration 0F: 2 clusters Score -109577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -108297.218750 Penalty: 680.616272
	Iteration 0F: 3 clusters Score -108297.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -108686.796875 Penalty: 680.616272
	Iteration 1F: 3 clusters Score -108686.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -108748.453125 Penalty: 680.616272
	Iteration 2F: 3 clusters Score -108748.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -108796.531250 Penalty: 680.616272
	Iteration 3Q: 3 clusters Score -108796.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -108842.078125 Penalty: 680.616272
	Iteration 4Q: 3 clusters Score -108842.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -108883.156250 Penalty: 680.616272
	Iteration 5Q: 3 clusters Score -108883.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -108915.703125 Penalty: 680.616272
	Iteration 6Q: 3 clusters Score -108915.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108934.218750 Penalty: 680.616272
	Iteration 7Q: 3 clusters Score -108934.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -108950.007812 Penalty: 680.616272
	Iteration 8Q: 3 clusters Score -108950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -108968.093750 Penalty: 680.616272
	Iteration 9Q: 3 clusters Score -108968.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -108982.210938 Penalty: 680.616272
	Iteration 10Q: 3 clusters Score -108982.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108995.718750 Penalty: 680.616272
	Iteration 11Q: 3 clusters Score -108995.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -109006.906250 Penalty: 680.616272
	Iteration 12Q: 3 clusters Score -109006.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109015.765625 Penalty: 680.616272
	Iteration 13Q: 3 clusters Score -109015.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -109026.429688 Penalty: 680.616272
	Iteration 14Q: 3 clusters Score -109026.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -109034.742188 Penalty: 680.616272
	Iteration 15Q: 3 clusters Score -109034.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -109043.703125 Penalty: 680.616272
	Iteration 16Q: 3 clusters Score -109043.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -109056.765625 Penalty: 680.616272
	Iteration 17Q: 3 clusters Score -109056.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -109066.421875 Penalty: 680.616272
	Iteration 18Q: 3 clusters Score -109066.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -109073.679688 Penalty: 680.616272
	Iteration 19Q: 3 clusters Score -109073.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -109084.109375 Penalty: 680.616272
	Iteration 20F: 3 clusters Score -109084.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -109095.492188 Penalty: 680.616272
	Iteration 21Q: 3 clusters Score -109095.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -109106.500000 Penalty: 680.616272
	Iteration 22Q: 3 clusters Score -109106.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -109114.937500 Penalty: 680.616272
	Iteration 23Q: 3 clusters Score -109114.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -109128.632812 Penalty: 680.616272
	Iteration 24Q: 3 clusters Score -109128.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -109139.000000 Penalty: 680.616272
	Iteration 25Q: 3 clusters Score -109139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -109145.367188 Penalty: 680.616272
	Iteration 26Q: 3 clusters Score -109145.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -109154.929688 Penalty: 680.616272
	Iteration 27Q: 3 clusters Score -109154.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -109168.273438 Penalty: 680.616272
	Iteration 28Q: 3 clusters Score -109168.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -109181.539062 Penalty: 680.616272
	Iteration 29Q: 3 clusters Score -109181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -109194.265625 Penalty: 680.616272
	Iteration 30Q: 3 clusters Score -109194.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -109210.492188 Penalty: 680.616272
	Iteration 31Q: 3 clusters Score -109210.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -109223.304688 Penalty: 680.616272
	Iteration 32Q: 3 clusters Score -109223.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -109231.796875 Penalty: 680.616272
	Iteration 33Q: 3 clusters Score -109231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -109242.046875 Penalty: 680.616272
	Iteration 34Q: 3 clusters Score -109242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -109247.210938 Penalty: 680.616272
	Iteration 35Q: 3 clusters Score -109247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -109252.710938 Penalty: 680.616272
	Iteration 36Q: 3 clusters Score -109252.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -109261.718750 Penalty: 680.616272
	Iteration 37Q: 3 clusters Score -109261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -109264.781250 Penalty: 680.616272
	Iteration 38Q: 3 clusters Score -109264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -109267.359375 Penalty: 680.616272
	Iteration 39Q: 3 clusters Score -109267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -109268.750000 Penalty: 680.616272
	Iteration 40F: 3 clusters Score -109268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -109269.984375 Penalty: 680.616272
	Iteration 41Q: 3 clusters Score -109270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -109270.140625 Penalty: 680.616272
	Iteration 42Q: 3 clusters Score -109270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -109270.882812 Penalty: 680.616272
	Iteration 43Q: 3 clusters Score -109270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -109271.812500 Penalty: 680.616272
	Iteration 44Q: 3 clusters Score -109271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -109272.273438 Penalty: 680.616272
	Iteration 45Q: 3 clusters Score -109272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -109272.523438 Penalty: 680.616272
	Iteration 46Q: 3 clusters Score -109272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -109272.523438 Penalty: 680.616272
	Iteration 47F: 3 clusters Score -109272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -53293.429688 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -53293.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52525.304688 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -52525.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -52882.648438 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -52882.65 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -53002.046875 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -53002.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -53064.546875 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -53064.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -53099.773438 Penalty: 632.611267
	Iteration 4Q: 3 clusters Score -53099.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53115.347656 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -53115.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53127.867188 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -53127.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -53142.261719 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -53142.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53148.523438 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -53148.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53156.566406 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -53156.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53173.257812 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -53173.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -53182.742188 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -53182.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -53189.371094 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -53189.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -53194.140625 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -53194.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53198.492188 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -53198.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53199.449219 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -53199.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53200.109375 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -53200.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -53200.648438 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -53200.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53201.109375 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -53201.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53201.503906 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -53201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53202.941406 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -53202.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53203.617188 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -53203.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53204.285156 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -53204.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53204.937500 Penalty: 632.611267
	Iteration 23Q: 3 clusters Score -53204.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -53208.648438 Penalty: 632.611267
	Iteration 24Q: 3 clusters Score -53208.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -53210.558594 Penalty: 632.611267
	Iteration 25Q: 3 clusters Score -53210.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -53212.015625 Penalty: 632.611267
	Iteration 26Q: 3 clusters Score -53212.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -53212.281250 Penalty: 632.611267
	Iteration 27Q: 3 clusters Score -53212.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -53212.281250 Penalty: 632.611267
	Iteration 28F: 3 clusters Score -53212.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -258603.953125 Penalty: 376.378693
	Iteration 0F: 2 clusters Score -258604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -255924.484375 Penalty: 752.757385
	Iteration 0F: 3 clusters Score -255924.5 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -256904.281250 Penalty: 752.757385
	Iteration 1F: 3 clusters Score -256904.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -257008.375000 Penalty: 752.757385
	Iteration 2F: 3 clusters Score -257008.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -257104.875000 Penalty: 752.757385
	Iteration 3F: 3 clusters Score -257104.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -257208.281250 Penalty: 752.757385
	Iteration 4Q: 3 clusters Score -257208.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -257326.765625 Penalty: 752.757385
	Iteration 5F: 3 clusters Score -257326.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -257446.390625 Penalty: 752.757385
	Iteration 6Q: 3 clusters Score -257446.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -257547.218750 Penalty: 752.757385
	Iteration 7Q: 3 clusters Score -257547.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -257635.343750 Penalty: 752.757385
	Iteration 8Q: 3 clusters Score -257635.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -257713.859375 Penalty: 752.757385
	Iteration 9Q: 3 clusters Score -257713.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -257755.593750 Penalty: 752.757385
	Iteration 10Q: 3 clusters Score -257755.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -257778.812500 Penalty: 752.757385
	Iteration 11Q: 3 clusters Score -257778.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -257796.031250 Penalty: 752.757385
	Iteration 12Q: 3 clusters Score -257796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -257807.765625 Penalty: 752.757385
	Iteration 13Q: 3 clusters Score -257807.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -257821.687500 Penalty: 752.757385
	Iteration 14Q: 3 clusters Score -257821.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -257838.000000 Penalty: 752.757385
	Iteration 15Q: 3 clusters Score -257838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -257850.312500 Penalty: 752.757385
	Iteration 16Q: 3 clusters Score -257850.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -257859.687500 Penalty: 752.757385
	Iteration 17Q: 3 clusters Score -257859.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -257867.328125 Penalty: 752.757385
	Iteration 18Q: 3 clusters Score -257867.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -257873.250000 Penalty: 752.757385
	Iteration 19Q: 3 clusters Score -257873.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -257877.859375 Penalty: 752.757385
	Iteration 20F: 3 clusters Score -257877.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -257883.953125 Penalty: 752.757385
	Iteration 21Q: 3 clusters Score -257884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -257889.968750 Penalty: 752.757385
	Iteration 22Q: 3 clusters Score -257890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -257896.765625 Penalty: 752.757385
	Iteration 23Q: 3 clusters Score -257896.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -257901.453125 Penalty: 752.757385
	Iteration 24Q: 3 clusters Score -257901.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -257906.828125 Penalty: 752.757385
	Iteration 25Q: 3 clusters Score -257906.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -257913.781250 Penalty: 752.757385
	Iteration 26Q: 3 clusters Score -257913.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -257922.468750 Penalty: 752.757385
	Iteration 27Q: 3 clusters Score -257922.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -257927.187500 Penalty: 752.757385
	Iteration 28Q: 3 clusters Score -257927.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -257929.984375 Penalty: 752.757385
	Iteration 29Q: 3 clusters Score -257930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -257932.640625 Penalty: 752.757385
	Iteration 30Q: 3 clusters Score -257932.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -257934.484375 Penalty: 752.757385
	Iteration 31Q: 3 clusters Score -257934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -257936.312500 Penalty: 752.757385
	Iteration 32Q: 3 clusters Score -257936.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -257938.109375 Penalty: 752.757385
	Iteration 33Q: 3 clusters Score -257938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -257939.203125 Penalty: 752.757385
	Iteration 34Q: 3 clusters Score -257939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -257940.765625 Penalty: 752.757385
	Iteration 35Q: 3 clusters Score -257940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -257941.765625 Penalty: 752.757385
	Iteration 36Q: 3 clusters Score -257941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -257943.031250 Penalty: 752.757385
	Iteration 37Q: 3 clusters Score -257943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -257944.250000 Penalty: 752.757385
	Iteration 38Q: 3 clusters Score -257944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -257945.640625 Penalty: 752.757385
	Iteration 39Q: 3 clusters Score -257945.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -257947.468750 Penalty: 752.757385
	Iteration 40F: 3 clusters Score -257947.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -257950.406250 Penalty: 752.757385
	Iteration 41Q: 3 clusters Score -257950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -257954.031250 Penalty: 752.757385
	Iteration 42Q: 3 clusters Score -257954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -257955.718750 Penalty: 752.757385
	Iteration 43Q: 3 clusters Score -257955.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -257955.968750 Penalty: 752.757385
	Iteration 44Q: 3 clusters Score -257956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -257957.328125 Penalty: 752.757385
	Iteration 45Q: 3 clusters Score -257957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -257958.312500 Penalty: 752.757385
	Iteration 46Q: 3 clusters Score -257958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -257958.406250 Penalty: 752.757385
	Iteration 47Q: 3 clusters Score -257958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -257959.187500 Penalty: 752.757385
	Iteration 48Q: 3 clusters Score -257959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -257959.406250 Penalty: 752.757385
	Iteration 49Q: 3 clusters Score -257959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -257960.015625 Penalty: 752.757385
	Iteration 50Q: 3 clusters Score -257960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -257959.953125 Penalty: 752.757385
	Iteration 51Q: 3 clusters Score -257960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -257959.656250 Penalty: 752.757385
	Iteration 52Q: 3 clusters Score -257959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -257960.093750 Penalty: 752.757385
	Iteration 53Q: 3 clusters Score -257960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -257960.734375 Penalty: 752.757385
	Iteration 54Q: 3 clusters Score -257960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -257961.359375 Penalty: 752.757385
	Iteration 55Q: 3 clusters Score -257961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -257962.250000 Penalty: 752.757385
	Iteration 56Q: 3 clusters Score -257962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -257962.906250 Penalty: 752.757385
	Iteration 57Q: 3 clusters Score -257962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -257964.875000 Penalty: 752.757385
	Iteration 58Q: 3 clusters Score -257964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -257965.421875 Penalty: 752.757385
	Iteration 59Q: 3 clusters Score -257965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -257966.484375 Penalty: 752.757385
	Iteration 60F: 3 clusters Score -257966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -257967.140625 Penalty: 752.757385
	Iteration 61Q: 3 clusters Score -257967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -257967.953125 Penalty: 752.757385
	Iteration 62Q: 3 clusters Score -257968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -257968.453125 Penalty: 752.757385
	Iteration 63Q: 3 clusters Score -257968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -257969.734375 Penalty: 752.757385
	Iteration 64Q: 3 clusters Score -257969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -257971.234375 Penalty: 752.757385
	Iteration 65Q: 3 clusters Score -257971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -257972.203125 Penalty: 752.757385
	Iteration 66Q: 3 clusters Score -257972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -257972.921875 Penalty: 752.757385
	Iteration 67Q: 3 clusters Score -257972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -257973.812500 Penalty: 752.757385
	Iteration 68Q: 3 clusters Score -257973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -257975.125000 Penalty: 752.757385
	Iteration 69Q: 3 clusters Score -257975.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -257976.453125 Penalty: 752.757385
	Iteration 70Q: 3 clusters Score -257976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -257978.250000 Penalty: 752.757385
	Iteration 71Q: 3 clusters Score -257978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -257981.140625 Penalty: 752.757385
	Iteration 72Q: 3 clusters Score -257981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -257983.421875 Penalty: 752.757385
	Iteration 73Q: 3 clusters Score -257983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -257985.500000 Penalty: 752.757385
	Iteration 74Q: 3 clusters Score -257985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -257987.750000 Penalty: 752.757385
	Iteration 75Q: 3 clusters Score -257987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -257989.218750 Penalty: 752.757385
	Iteration 76Q: 3 clusters Score -257989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -257990.390625 Penalty: 752.757385
	Iteration 77Q: 3 clusters Score -257990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -257992.187500 Penalty: 752.757385
	Iteration 78Q: 3 clusters Score -257992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -257997.015625 Penalty: 752.757385
	Iteration 79Q: 3 clusters Score -257997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -258005.812500 Penalty: 752.757385
	Iteration 80F: 3 clusters Score -258005.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -258014.531250 Penalty: 752.757385
	Iteration 81Q: 3 clusters Score -258014.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -258022.062500 Penalty: 752.757385
	Iteration 82Q: 3 clusters Score -258022.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -258030.296875 Penalty: 752.757385
	Iteration 83Q: 3 clusters Score -258030.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -258039.312500 Penalty: 752.757385
	Iteration 84Q: 3 clusters Score -258039.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -258047.406250 Penalty: 752.757385
	Iteration 85Q: 3 clusters Score -258047.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -258058.359375 Penalty: 752.757385
	Iteration 86Q: 3 clusters Score -258058.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -258072.671875 Penalty: 752.757385
	Iteration 87Q: 3 clusters Score -258072.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -258084.515625 Penalty: 752.757385
	Iteration 88Q: 3 clusters Score -258084.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -258095.140625 Penalty: 752.757385
	Iteration 89Q: 3 clusters Score -258095.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -258108.937500 Penalty: 752.757385
	Iteration 90Q: 3 clusters Score -258108.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -258120.156250 Penalty: 752.757385
	Iteration 91Q: 3 clusters Score -258120.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -258128.562500 Penalty: 752.757385
	Iteration 92Q: 3 clusters Score -258128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -258135.921875 Penalty: 752.757385
	Iteration 93Q: 3 clusters Score -258135.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -258140.203125 Penalty: 752.757385
	Iteration 94Q: 3 clusters Score -258140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -258144.031250 Penalty: 752.757385
	Iteration 95Q: 3 clusters Score -258144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -258150.140625 Penalty: 752.757385
	Iteration 96Q: 3 clusters Score -258150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -258156.234375 Penalty: 752.757385
	Iteration 97Q: 3 clusters Score -258156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -258163.484375 Penalty: 752.757385
	Iteration 98Q: 3 clusters Score -258163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -258166.734375 Penalty: 752.757385
	Iteration 99Q: 3 clusters Score -258166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -258169.984375 Penalty: 752.757385
	Iteration 100F: 3 clusters Score -258170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -258178.437500 Penalty: 752.757385
	Iteration 101Q: 3 clusters Score -258178.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -258186.765625 Penalty: 752.757385
	Iteration 102Q: 3 clusters Score -258186.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -258194.343750 Penalty: 752.757385
	Iteration 103Q: 3 clusters Score -258194.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -258202.578125 Penalty: 752.757385
	Iteration 104Q: 3 clusters Score -258202.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -258210.046875 Penalty: 752.757385
	Iteration 105Q: 3 clusters Score -258210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -258215.890625 Penalty: 752.757385
	Iteration 106Q: 3 clusters Score -258215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -258218.984375 Penalty: 752.757385
	Iteration 107Q: 3 clusters Score -258219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -258222.281250 Penalty: 752.757385
	Iteration 108Q: 3 clusters Score -258222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -258225.718750 Penalty: 752.757385
	Iteration 109Q: 3 clusters Score -258225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -258228.390625 Penalty: 752.757385
	Iteration 110Q: 3 clusters Score -258228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -258230.406250 Penalty: 752.757385
	Iteration 111Q: 3 clusters Score -258230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -258232.562500 Penalty: 752.757385
	Iteration 112Q: 3 clusters Score -258232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -258236.296875 Penalty: 752.757385
	Iteration 113Q: 3 clusters Score -258236.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -258242.859375 Penalty: 752.757385
	Iteration 114Q: 3 clusters Score -258242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -258246.718750 Penalty: 752.757385
	Iteration 115Q: 3 clusters Score -258246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -258252.953125 Penalty: 752.757385
	Iteration 116Q: 3 clusters Score -258253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -258258.828125 Penalty: 752.757385
	Iteration 117Q: 3 clusters Score -258258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -258262.546875 Penalty: 752.757385
	Iteration 118Q: 3 clusters Score -258262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -258264.156250 Penalty: 752.757385
	Iteration 119Q: 3 clusters Score -258264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -258265.593750 Penalty: 752.757385
	Iteration 120F: 3 clusters Score -258265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -258266.265625 Penalty: 752.757385
	Iteration 121Q: 3 clusters Score -258266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -258266.593750 Penalty: 752.757385
	Iteration 122Q: 3 clusters Score -258266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -258266.593750 Penalty: 752.757385
	Iteration 123F: 3 clusters Score -258266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Entering Unmasked Estep 
Score: -2846869.750000 Penalty: 485.487183
	Iteration 0F: 2 clusters Score -2846870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2818640.750000 Penalty: 970.974365
	Iteration 0F: 3 clusters Score -2818641 nChanged 20763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2830507.250000 Penalty: 970.974365
	Iteration 1F: 3 clusters Score -2830507 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2831010.000000 Penalty: 970.974365
	Iteration 2Q: 3 clusters Score -2831010 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2831907.250000 Penalty: 970.974365
	Iteration 3Q: 3 clusters Score -2831907 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2833553.500000 Penalty: 970.974365
	Iteration 4F: 3 clusters Score -2833554 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -2835800.000000 Penalty: 970.974365
	Iteration 5F: 3 clusters Score -2835800 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -2838368.750000 Penalty: 970.974365
	Iteration 6F: 3 clusters Score -2838369 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -2840384.750000 Penalty: 970.974365
	Iteration 7F: 3 clusters Score -2840385 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -2841391.500000 Penalty: 970.974365
	Iteration 8Q: 3 clusters Score -2841392 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -2841859.000000 Penalty: 970.974365
	Iteration 9Q: 3 clusters Score -2841859 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -2842182.000000 Penalty: 970.974365
	Iteration 10Q: 3 clusters Score -2842182 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -2842418.500000 Penalty: 970.974365
	Iteration 11Q: 3 clusters Score -2842418 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -2842635.000000 Penalty: 970.974365
	Iteration 12Q: 3 clusters Score -2842635 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -2842897.250000 Penalty: 970.974365
	Iteration 13Q: 3 clusters Score -2842897 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -2843176.500000 Penalty: 970.974365
	Iteration 14Q: 3 clusters Score -2843176 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -2843385.750000 Penalty: 970.974365
	Iteration 15Q: 3 clusters Score -2843386 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -2843653.750000 Penalty: 970.974365
	Iteration 16Q: 3 clusters Score -2843654 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -2843782.750000 Penalty: 970.974365
	Iteration 17Q: 3 clusters Score -2843783 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -2843914.250000 Penalty: 970.974365
	Iteration 18Q: 3 clusters Score -2843914 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -2844085.500000 Penalty: 970.974365
	Iteration 19Q: 3 clusters Score -2844086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -2844345.250000 Penalty: 970.974365
	Iteration 20F: 3 clusters Score -2844345 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -2844565.750000 Penalty: 970.974365
	Iteration 21Q: 3 clusters Score -2844566 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -2844841.500000 Penalty: 970.974365
	Iteration 22Q: 3 clusters Score -2844842 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -2845027.750000 Penalty: 970.974365
	Iteration 23Q: 3 clusters Score -2845028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -2845179.250000 Penalty: 970.974365
	Iteration 24Q: 3 clusters Score -2845179 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -2845360.250000 Penalty: 970.974365
	Iteration 25Q: 3 clusters Score -2845360 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -2845556.750000 Penalty: 970.974365
	Iteration 26Q: 3 clusters Score -2845557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -2845715.250000 Penalty: 970.974365
	Iteration 27Q: 3 clusters Score -2845715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -2845880.250000 Penalty: 970.974365
	Iteration 28Q: 3 clusters Score -2845880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -2846023.500000 Penalty: 970.974365
	Iteration 29Q: 3 clusters Score -2846024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -2846128.000000 Penalty: 970.974365
	Iteration 30Q: 3 clusters Score -2846128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -2846205.750000 Penalty: 970.974365
	Iteration 31Q: 3 clusters Score -2846206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -2846262.500000 Penalty: 970.974365
	Iteration 32Q: 3 clusters Score -2846262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -2846311.750000 Penalty: 970.974365
	Iteration 33Q: 3 clusters Score -2846312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -2846333.500000 Penalty: 970.974365
	Iteration 34Q: 3 clusters Score -2846334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -2846348.750000 Penalty: 970.974365
	Iteration 35Q: 3 clusters Score -2846349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -2846352.750000 Penalty: 970.974365
	Iteration 36Q: 3 clusters Score -2846353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -2846356.250000 Penalty: 970.974365
	Iteration 37Q: 3 clusters Score -2846356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -2846356.250000 Penalty: 970.974365
	Iteration 38F: 3 clusters Score -2846356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Entering Unmasked Estep 
Score: -2938385.000000 Penalty: 487.290131
	Iteration 0F: 2 clusters Score -2938385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2910371.750000 Penalty: 974.580261
	Iteration 0F: 3 clusters Score -2910372 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2923905.000000 Penalty: 974.580261
	Iteration 1F: 3 clusters Score -2923905 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2925098.500000 Penalty: 974.580261
	Iteration 2F: 3 clusters Score -2925098 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2926954.500000 Penalty: 974.580261
	Iteration 3F: 3 clusters Score -2926954 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2929627.000000 Penalty: 974.580261
	Iteration 4F: 3 clusters Score -2929627 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2932506.250000 Penalty: 974.580261
	Iteration 5F: 3 clusters Score -2932506 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2934589.250000 Penalty: 974.580261
	Iteration 6F: 3 clusters Score -2934589 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2935677.000000 Penalty: 974.580261
	Iteration 7Q: 3 clusters Score -2935677 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2936235.500000 Penalty: 974.580261
	Iteration 8Q: 3 clusters Score -2936236 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2936621.750000 Penalty: 974.580261
	Iteration 9Q: 3 clusters Score -2936622 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2936843.750000 Penalty: 974.580261
	Iteration 10Q: 3 clusters Score -2936844 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2936999.500000 Penalty: 974.580261
	Iteration 11Q: 3 clusters Score -2937000 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2937172.000000 Penalty: 974.580261
	Iteration 12Q: 3 clusters Score -2937172 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2937385.500000 Penalty: 974.580261
	Iteration 13Q: 3 clusters Score -2937386 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2937566.750000 Penalty: 974.580261
	Iteration 14Q: 3 clusters Score -2937567 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2937674.000000 Penalty: 974.580261
	Iteration 15Q: 3 clusters Score -2937674 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2937808.250000 Penalty: 974.580261
	Iteration 16Q: 3 clusters Score -2937808 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2937883.500000 Penalty: 974.580261
	Iteration 17Q: 3 clusters Score -2937884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2937941.750000 Penalty: 974.580261
	Iteration 18Q: 3 clusters Score -2937942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2937980.500000 Penalty: 974.580261
	Iteration 19Q: 3 clusters Score -2937980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2937993.250000 Penalty: 974.580261
	Iteration 20F: 3 clusters Score -2937993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2938005.250000 Penalty: 974.580261
	Iteration 21Q: 3 clusters Score -2938005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2938013.000000 Penalty: 974.580261
	Iteration 22Q: 3 clusters Score -2938013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2938016.250000 Penalty: 974.580261
	Iteration 23Q: 3 clusters Score -2938016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2938016.750000 Penalty: 974.580261
	Iteration 24Q: 3 clusters Score -2938017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2938019.500000 Penalty: 974.580261
	Iteration 25Q: 3 clusters Score -2938020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2938022.000000 Penalty: 974.580261
	Iteration 26Q: 3 clusters Score -2938022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2938023.250000 Penalty: 974.580261
	Iteration 27Q: 3 clusters Score -2938023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2938027.000000 Penalty: 974.580261
	Iteration 28Q: 3 clusters Score -2938027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2938028.500000 Penalty: 974.580261
	Iteration 29F: 3 clusters Score -2938028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2938038.000000 Penalty: 974.580261
	Iteration 30Q: 3 clusters Score -2938038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2938041.000000 Penalty: 974.580261
	Iteration 31Q: 3 clusters Score -2938041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2938045.500000 Penalty: 974.580261
	Iteration 32Q: 3 clusters Score -2938046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2938046.500000 Penalty: 974.580261
	Iteration 33Q: 3 clusters Score -2938046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2938052.500000 Penalty: 974.580261
	Iteration 34Q: 3 clusters Score -2938052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2938050.250000 Penalty: 974.580261
	Iteration 35Q: 3 clusters Score -2938050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2938050.250000 Penalty: 974.580261
	Iteration 36F: 3 clusters Score -2938050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -69134.914062 Penalty: 325.712402
	Iteration 0F: 2 clusters Score -69134.91 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 660 members 
Entering Unmasked Estep 
Score: -68215.187500 Penalty: 651.424805
	Iteration 0F: 3 clusters Score -68215.19 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -68661.859375 Penalty: 651.424805
	Iteration 1F: 3 clusters Score -68661.86 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68783.492188 Penalty: 651.424805
	Iteration 2F: 3 clusters Score -68783.49 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -68848.429688 Penalty: 651.424805
	Iteration 3F: 3 clusters Score -68848.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -68906.804688 Penalty: 651.424805
	Iteration 4Q: 3 clusters Score -68906.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -68954.226562 Penalty: 651.424805
	Iteration 5Q: 3 clusters Score -68954.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -68980.203125 Penalty: 651.424805
	Iteration 6Q: 3 clusters Score -68980.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -69001.765625 Penalty: 651.424805
	Iteration 7Q: 3 clusters Score -69001.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -69023.476562 Penalty: 651.424805
	Iteration 8Q: 3 clusters Score -69023.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -69032.359375 Penalty: 651.424805
	Iteration 9Q: 3 clusters Score -69032.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -69042.398438 Penalty: 651.424805
	Iteration 10Q: 3 clusters Score -69042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -69044.265625 Penalty: 651.424805
	Iteration 11Q: 3 clusters Score -69044.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -69044.453125 Penalty: 651.424805
	Iteration 12Q: 3 clusters Score -69044.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -69044.453125 Penalty: 651.424805
	Iteration 13F: 3 clusters Score -69044.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -176360.203125 Penalty: 361.667603
	Iteration 0F: 2 clusters Score -176360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -174379.359375 Penalty: 723.335205
	Iteration 0F: 3 clusters Score -174379.4 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -175180.765625 Penalty: 723.335205
	Iteration 1F: 3 clusters Score -175180.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -175352.703125 Penalty: 723.335205
	Iteration 2F: 3 clusters Score -175352.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -175552.015625 Penalty: 723.335205
	Iteration 3F: 3 clusters Score -175552 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -175733.781250 Penalty: 723.335205
	Iteration 4F: 3 clusters Score -175733.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -175919.843750 Penalty: 723.335205
	Iteration 5F: 3 clusters Score -175919.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -176023.015625 Penalty: 723.335205
	Iteration 6F: 3 clusters Score -176023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -176054.781250 Penalty: 723.335205
	Iteration 7Q: 3 clusters Score -176054.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -176073.687500 Penalty: 723.335205
	Iteration 8Q: 3 clusters Score -176073.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -176086.687500 Penalty: 723.335205
	Iteration 9Q: 3 clusters Score -176086.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -176094.812500 Penalty: 723.335205
	Iteration 10Q: 3 clusters Score -176094.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -176109.312500 Penalty: 723.335205
	Iteration 11Q: 3 clusters Score -176109.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -176122.015625 Penalty: 723.335205
	Iteration 12Q: 3 clusters Score -176122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -176126.234375 Penalty: 723.335205
	Iteration 13Q: 3 clusters Score -176126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -176129.437500 Penalty: 723.335205
	Iteration 14Q: 3 clusters Score -176129.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -176134.125000 Penalty: 723.335205
	Iteration 15Q: 3 clusters Score -176134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -176136.609375 Penalty: 723.335205
	Iteration 16Q: 3 clusters Score -176136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -176137.656250 Penalty: 723.335205
	Iteration 17Q: 3 clusters Score -176137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -176138.750000 Penalty: 723.335205
	Iteration 18Q: 3 clusters Score -176138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -176139.390625 Penalty: 723.335205
	Iteration 19Q: 3 clusters Score -176139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -176139.359375 Penalty: 723.335205
	Iteration 20F: 3 clusters Score -176139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Entering Unmasked Estep 
Score: -830006.562500 Penalty: 432.937073
	Iteration 0F: 2 clusters Score -830006.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -820963.062500 Penalty: 865.874146
	Iteration 0F: 3 clusters Score -820963.1 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -824834.437500 Penalty: 865.874146
	Iteration 1F: 3 clusters Score -824834.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -825308.562500 Penalty: 865.874146
	Iteration 2F: 3 clusters Score -825308.6 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -825935.125000 Penalty: 865.874146
	Iteration 3F: 3 clusters Score -825935.1 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -826732.125000 Penalty: 865.874146
	Iteration 4F: 3 clusters Score -826732.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -827439.187500 Penalty: 865.874146
	Iteration 5F: 3 clusters Score -827439.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -827944.062500 Penalty: 865.874146
	Iteration 6Q: 3 clusters Score -827944.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -828264.125000 Penalty: 865.874146
	Iteration 7Q: 3 clusters Score -828264.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -828477.000000 Penalty: 865.874146
	Iteration 8Q: 3 clusters Score -828477 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -828622.062500 Penalty: 865.874146
	Iteration 9Q: 3 clusters Score -828622.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -828729.312500 Penalty: 865.874146
	Iteration 10Q: 3 clusters Score -828729.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -828818.125000 Penalty: 865.874146
	Iteration 11Q: 3 clusters Score -828818.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -828897.625000 Penalty: 865.874146
	Iteration 12Q: 3 clusters Score -828897.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -828987.500000 Penalty: 865.874146
	Iteration 13Q: 3 clusters Score -828987.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -829080.375000 Penalty: 865.874146
	Iteration 14Q: 3 clusters Score -829080.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -829169.750000 Penalty: 865.874146
	Iteration 15Q: 3 clusters Score -829169.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -829240.562500 Penalty: 865.874146
	Iteration 16Q: 3 clusters Score -829240.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -829305.875000 Penalty: 865.874146
	Iteration 17Q: 3 clusters Score -829305.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -829353.625000 Penalty: 865.874146
	Iteration 18Q: 3 clusters Score -829353.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -829396.750000 Penalty: 865.874146
	Iteration 19Q: 3 clusters Score -829396.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -829430.562500 Penalty: 865.874146
	Iteration 20F: 3 clusters Score -829430.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -829463.687500 Penalty: 865.874146
	Iteration 21Q: 3 clusters Score -829463.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -829492.125000 Penalty: 865.874146
	Iteration 22Q: 3 clusters Score -829492.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -829514.187500 Penalty: 865.874146
	Iteration 23Q: 3 clusters Score -829514.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -829538.187500 Penalty: 865.874146
	Iteration 24Q: 3 clusters Score -829538.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -829556.062500 Penalty: 865.874146
	Iteration 25Q: 3 clusters Score -829556.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -829567.875000 Penalty: 865.874146
	Iteration 26Q: 3 clusters Score -829567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -829576.062500 Penalty: 865.874146
	Iteration 27Q: 3 clusters Score -829576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -829587.687500 Penalty: 865.874146
	Iteration 28Q: 3 clusters Score -829587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -829592.687500 Penalty: 865.874146
	Iteration 29Q: 3 clusters Score -829592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -829597.187500 Penalty: 865.874146
	Iteration 30Q: 3 clusters Score -829597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -829601.375000 Penalty: 865.874146
	Iteration 31Q: 3 clusters Score -829601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -829605.187500 Penalty: 865.874146
	Iteration 32Q: 3 clusters Score -829605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -829608.437500 Penalty: 865.874146
	Iteration 33Q: 3 clusters Score -829608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -829617.500000 Penalty: 865.874146
	Iteration 34Q: 3 clusters Score -829617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -829620.000000 Penalty: 865.874146
	Iteration 35Q: 3 clusters Score -829620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -829622.625000 Penalty: 865.874146
	Iteration 36Q: 3 clusters Score -829622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -829624.437500 Penalty: 865.874146
	Iteration 37Q: 3 clusters Score -829624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -829627.187500 Penalty: 865.874146
	Iteration 38Q: 3 clusters Score -829627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -829630.062500 Penalty: 865.874146
	Iteration 39Q: 3 clusters Score -829630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -829630.625000 Penalty: 865.874146
	Iteration 40F: 3 clusters Score -829630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Entering Unmasked Estep 
Score: -5060448.500000 Penalty: 514.409546
	Iteration 0F: 2 clusters Score -5060448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5005643.500000 Penalty: 1028.819092
	Iteration 0F: 3 clusters Score -5005644 nChanged 39696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -5033453.500000 Penalty: 1028.819092
	Iteration 1F: 3 clusters Score -5033454 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -5036972.000000 Penalty: 1028.819092
	Iteration 2F: 3 clusters Score -5036972 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -5041320.000000 Penalty: 1028.819092
	Iteration 3F: 3 clusters Score -5041320 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5046432.500000 Penalty: 1028.819092
	Iteration 4F: 3 clusters Score -5046432 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5051202.500000 Penalty: 1028.819092
	Iteration 5F: 3 clusters Score -5051202 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5055068.000000 Penalty: 1028.819092
	Iteration 6Q: 3 clusters Score -5055068 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5057372.500000 Penalty: 1028.819092
	Iteration 7Q: 3 clusters Score -5057372 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5058740.000000 Penalty: 1028.819092
	Iteration 8Q: 3 clusters Score -5058740 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5059373.500000 Penalty: 1028.819092
	Iteration 9Q: 3 clusters Score -5059374 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5059679.500000 Penalty: 1028.819092
	Iteration 10Q: 3 clusters Score -5059680 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5059799.500000 Penalty: 1028.819092
	Iteration 11Q: 3 clusters Score -5059800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5059878.000000 Penalty: 1028.819092
	Iteration 12Q: 3 clusters Score -5059878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5059948.500000 Penalty: 1028.819092
	Iteration 13Q: 3 clusters Score -5059948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5059971.000000 Penalty: 1028.819092
	Iteration 14Q: 3 clusters Score -5059971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5059992.500000 Penalty: 1028.819092
	Iteration 15Q: 3 clusters Score -5059992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5060012.500000 Penalty: 1028.819092
	Iteration 16Q: 3 clusters Score -5060012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5060031.000000 Penalty: 1028.819092
	Iteration 17Q: 3 clusters Score -5060031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5060037.500000 Penalty: 1028.819092
	Iteration 18Q: 3 clusters Score -5060038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5060045.000000 Penalty: 1028.819092
	Iteration 19Q: 3 clusters Score -5060045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5060048.500000 Penalty: 1028.819092
	Iteration 20F: 3 clusters Score -5060048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5060047.000000 Penalty: 1028.819092
	Iteration 21Q: 3 clusters Score -5060047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5060054.500000 Penalty: 1028.819092
	Iteration 22Q: 3 clusters Score -5060054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5060060.500000 Penalty: 1028.819092
	Iteration 23Q: 3 clusters Score -5060060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5060065.500000 Penalty: 1028.819092
	Iteration 24Q: 3 clusters Score -5060066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5060074.000000 Penalty: 1028.819092
	Iteration 25Q: 3 clusters Score -5060074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5060074.500000 Penalty: 1028.819092
	Iteration 26Q: 3 clusters Score -5060074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5060074.000000 Penalty: 1028.819092
	Iteration 27Q: 3 clusters Score -5060074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5060075.000000 Penalty: 1028.819092
	Iteration 28Q: 3 clusters Score -5060075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5060075.000000 Penalty: 1028.819092
	Iteration 29F: 3 clusters Score -5060075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2268.457764 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2268.458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2316.514160 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2316.514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2319.151123 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2319.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2319.151123 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -2319.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -198528.546875 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -198528.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -196306.531250 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -196306.5 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -197047.078125 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -197047.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -197145.875000 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -197145.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -197230.812500 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -197230.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -197325.750000 Penalty: 733.824707
	Iteration 4Q: 3 clusters Score -197325.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -197450.000000 Penalty: 733.824707
	Iteration 5F: 3 clusters Score -197450 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -197591.421875 Penalty: 733.824707
	Iteration 6F: 3 clusters Score -197591.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -197727.109375 Penalty: 733.824707
	Iteration 7F: 3 clusters Score -197727.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -197802.609375 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -197802.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -197839.890625 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -197839.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -197861.671875 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -197861.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -197881.015625 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -197881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -197894.515625 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -197894.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -197903.593750 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -197903.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -197910.765625 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -197910.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -197915.531250 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -197915.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197917.546875 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -197917.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197919.625000 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -197919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197920.906250 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -197920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -197922.734375 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -197922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -197924.062500 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -197924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197924.406250 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -197924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197925.796875 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -197925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197926.468750 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -197926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197927.906250 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -197927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -197929.687500 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -197929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -197930.718750 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -197930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -197931.359375 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -197931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197932.218750 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -197932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -197932.843750 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -197932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -197933.875000 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -197933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -197935.296875 Penalty: 733.824707
	Iteration 31Q: 3 clusters Score -197935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -197935.562500 Penalty: 733.824707
	Iteration 32Q: 3 clusters Score -197935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197936.140625 Penalty: 733.824707
	Iteration 33Q: 3 clusters Score -197936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -197936.703125 Penalty: 733.824707
	Iteration 34Q: 3 clusters Score -197936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197936.937500 Penalty: 733.824707
	Iteration 35Q: 3 clusters Score -197936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197937.296875 Penalty: 733.824707
	Iteration 36Q: 3 clusters Score -197937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -197937.234375 Penalty: 733.824707
	Iteration 37Q: 3 clusters Score -197937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -197937.609375 Penalty: 733.824707
	Iteration 38Q: 3 clusters Score -197937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197937.265625 Penalty: 733.824707
	Iteration 39Q: 3 clusters Score -197937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -197937.531250 Penalty: 733.824707
	Iteration 40F: 3 clusters Score -197937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -197937.515625 Penalty: 733.824707
	Iteration 41Q: 3 clusters Score -197937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197937.765625 Penalty: 733.824707
	Iteration 42Q: 3 clusters Score -197937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -197938.187500 Penalty: 733.824707
	Iteration 43Q: 3 clusters Score -197938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -197938.812500 Penalty: 733.824707
	Iteration 44Q: 3 clusters Score -197938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -197939.687500 Penalty: 733.824707
	Iteration 45Q: 3 clusters Score -197939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197940.828125 Penalty: 733.824707
	Iteration 46Q: 3 clusters Score -197940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -197942.093750 Penalty: 733.824707
	Iteration 47Q: 3 clusters Score -197942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -197942.890625 Penalty: 733.824707
	Iteration 48Q: 3 clusters Score -197942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -197943.937500 Penalty: 733.824707
	Iteration 49Q: 3 clusters Score -197943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197945.468750 Penalty: 733.824707
	Iteration 50Q: 3 clusters Score -197945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -197946.546875 Penalty: 733.824707
	Iteration 51Q: 3 clusters Score -197946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -197947.125000 Penalty: 733.824707
	Iteration 52Q: 3 clusters Score -197947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -197947.093750 Penalty: 733.824707
	Iteration 53Q: 3 clusters Score -197947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -197947.437500 Penalty: 733.824707
	Iteration 54Q: 3 clusters Score -197947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -197947.218750 Penalty: 733.824707
	Iteration 55Q: 3 clusters Score -197947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -197947.406250 Penalty: 733.824707
	Iteration 56Q: 3 clusters Score -197947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -197947.406250 Penalty: 733.824707
	Iteration 57F: 3 clusters Score -197947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Entering Unmasked Estep 
Score: -4891683.000000 Penalty: 512.406311
	Iteration 0F: 2 clusters Score -4891683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -4839629.500000 Penalty: 1024.812622
	Iteration 0F: 3 clusters Score -4839630 nChanged 38149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -4862074.500000 Penalty: 1024.812622
	Iteration 1F: 3 clusters Score -4862074 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -4863388.500000 Penalty: 1024.812622
	Iteration 2Q: 3 clusters Score -4863388 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -4865960.500000 Penalty: 1024.812622
	Iteration 3F: 3 clusters Score -4865960 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -4870927.000000 Penalty: 1024.812622
	Iteration 4F: 3 clusters Score -4870927 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -4878605.000000 Penalty: 1024.812622
	Iteration 5F: 3 clusters Score -4878605 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -4886312.000000 Penalty: 1024.812622
	Iteration 6F: 3 clusters Score -4886312 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -4890189.500000 Penalty: 1024.812622
	Iteration 7Q: 3 clusters Score -4890190 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -4891033.500000 Penalty: 1024.812622
	Iteration 8Q: 3 clusters Score -4891034 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -4891179.500000 Penalty: 1024.812622
	Iteration 9Q: 3 clusters Score -4891180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -4891223.000000 Penalty: 1024.812622
	Iteration 10Q: 3 clusters Score -4891223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -4891233.000000 Penalty: 1024.812622
	Iteration 11Q: 3 clusters Score -4891233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -4891237.000000 Penalty: 1024.812622
	Iteration 12Q: 3 clusters Score -4891237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -4891243.000000 Penalty: 1024.812622
	Iteration 13Q: 3 clusters Score -4891243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -4891246.500000 Penalty: 1024.812622
	Iteration 14Q: 3 clusters Score -4891246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -4891254.000000 Penalty: 1024.812622
	Iteration 15Q: 3 clusters Score -4891254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -4891255.500000 Penalty: 1024.812622
	Iteration 16Q: 3 clusters Score -4891256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -4891255.500000 Penalty: 1024.812622
	Iteration 17F: 3 clusters Score -4891256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -4283.996582 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -4283.997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4099.289062 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4099.289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4160.252441 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4160.252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4178.210938 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -4178.211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4183.367676 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4183.368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4187.958008 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -4187.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4195.754883 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -4195.755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4200.207520 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -4200.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4202.637695 Penalty: 423.510376
	Iteration 7Q: 3 clusters Score -4202.638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4205.200195 Penalty: 423.510376
	Iteration 8Q: 3 clusters Score -4205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4205.200195 Penalty: 423.510376
	Iteration 9F: 3 clusters Score -4205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Entering Unmasked Estep 
Score: -3190486.250000 Penalty: 493.733124
	Iteration 0F: 2 clusters Score -3190486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3155926.000000 Penalty: 987.466248
	Iteration 0F: 3 clusters Score -3155926 nChanged 25001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3171145.750000 Penalty: 987.466248
	Iteration 1F: 3 clusters Score -3171146 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3172058.000000 Penalty: 987.466248
	Iteration 2Q: 3 clusters Score -3172058 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3173468.250000 Penalty: 987.466248
	Iteration 3F: 3 clusters Score -3173468 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3175464.000000 Penalty: 987.466248
	Iteration 4F: 3 clusters Score -3175464 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3177934.250000 Penalty: 987.466248
	Iteration 5F: 3 clusters Score -3177934 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3180306.000000 Penalty: 987.466248
	Iteration 6F: 3 clusters Score -3180306 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -3181795.250000 Penalty: 987.466248
	Iteration 7F: 3 clusters Score -3181795 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3182521.750000 Penalty: 987.466248
	Iteration 8Q: 3 clusters Score -3182522 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3182959.750000 Penalty: 987.466248
	Iteration 9Q: 3 clusters Score -3182960 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3183382.000000 Penalty: 987.466248
	Iteration 10Q: 3 clusters Score -3183382 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3183832.500000 Penalty: 987.466248
	Iteration 11Q: 3 clusters Score -3183832 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -3184286.750000 Penalty: 987.466248
	Iteration 12Q: 3 clusters Score -3184287 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -3184755.500000 Penalty: 987.466248
	Iteration 13Q: 3 clusters Score -3184756 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -3185185.500000 Penalty: 987.466248
	Iteration 14Q: 3 clusters Score -3185186 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3185597.250000 Penalty: 987.466248
	Iteration 15Q: 3 clusters Score -3185597 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -3185967.500000 Penalty: 987.466248
	Iteration 16Q: 3 clusters Score -3185968 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -3186268.500000 Penalty: 987.466248
	Iteration 17Q: 3 clusters Score -3186268 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -3186530.000000 Penalty: 987.466248
	Iteration 18Q: 3 clusters Score -3186530 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -3186785.000000 Penalty: 987.466248
	Iteration 19Q: 3 clusters Score -3186785 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -3187014.000000 Penalty: 987.466248
	Iteration 20F: 3 clusters Score -3187014 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -3187229.750000 Penalty: 987.466248
	Iteration 21Q: 3 clusters Score -3187230 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -3187395.000000 Penalty: 987.466248
	Iteration 22Q: 3 clusters Score -3187395 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -3187619.750000 Penalty: 987.466248
	Iteration 23Q: 3 clusters Score -3187620 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -3187782.750000 Penalty: 987.466248
	Iteration 24Q: 3 clusters Score -3187783 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -3187952.000000 Penalty: 987.466248
	Iteration 25Q: 3 clusters Score -3187952 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -3188123.000000 Penalty: 987.466248
	Iteration 26Q: 3 clusters Score -3188123 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -3188275.750000 Penalty: 987.466248
	Iteration 27Q: 3 clusters Score -3188276 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -3188455.250000 Penalty: 987.466248
	Iteration 28Q: 3 clusters Score -3188455 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -3188600.000000 Penalty: 987.466248
	Iteration 29Q: 3 clusters Score -3188600 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -3188757.750000 Penalty: 987.466248
	Iteration 30Q: 3 clusters Score -3188758 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -3188921.750000 Penalty: 987.466248
	Iteration 31Q: 3 clusters Score -3188922 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -3189043.250000 Penalty: 987.466248
	Iteration 32Q: 3 clusters Score -3189043 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -3189161.250000 Penalty: 987.466248
	Iteration 33Q: 3 clusters Score -3189161 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -3189245.750000 Penalty: 987.466248
	Iteration 34Q: 3 clusters Score -3189246 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -3189331.250000 Penalty: 987.466248
	Iteration 35Q: 3 clusters Score -3189331 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -3189407.250000 Penalty: 987.466248
	Iteration 36Q: 3 clusters Score -3189407 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -3189476.000000 Penalty: 987.466248
	Iteration 37Q: 3 clusters Score -3189476 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -3189546.000000 Penalty: 987.466248
	Iteration 38Q: 3 clusters Score -3189546 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -3189620.000000 Penalty: 987.466248
	Iteration 39Q: 3 clusters Score -3189620 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -3189680.250000 Penalty: 987.466248
	Iteration 40F: 3 clusters Score -3189680 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -3189723.000000 Penalty: 987.466248
	Iteration 41Q: 3 clusters Score -3189723 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -3189768.750000 Penalty: 987.466248
	Iteration 42Q: 3 clusters Score -3189769 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -3189810.500000 Penalty: 987.466248
	Iteration 43Q: 3 clusters Score -3189810 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -3189848.250000 Penalty: 987.466248
	Iteration 44Q: 3 clusters Score -3189848 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -3189885.000000 Penalty: 987.466248
	Iteration 45Q: 3 clusters Score -3189885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -3189911.250000 Penalty: 987.466248
	Iteration 46Q: 3 clusters Score -3189911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -3189941.500000 Penalty: 987.466248
	Iteration 47Q: 3 clusters Score -3189942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -3189962.000000 Penalty: 987.466248
	Iteration 48Q: 3 clusters Score -3189962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -3189976.500000 Penalty: 987.466248
	Iteration 49Q: 3 clusters Score -3189976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -3190000.750000 Penalty: 987.466248
	Iteration 50Q: 3 clusters Score -3190001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -3190018.000000 Penalty: 987.466248
	Iteration 51Q: 3 clusters Score -3190018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -3190035.250000 Penalty: 987.466248
	Iteration 52Q: 3 clusters Score -3190035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -3190052.000000 Penalty: 987.466248
	Iteration 53Q: 3 clusters Score -3190052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -3190076.750000 Penalty: 987.466248
	Iteration 54Q: 3 clusters Score -3190077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -3190095.250000 Penalty: 987.466248
	Iteration 55Q: 3 clusters Score -3190095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -3190102.750000 Penalty: 987.466248
	Iteration 56Q: 3 clusters Score -3190103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -3190113.000000 Penalty: 987.466248
	Iteration 57Q: 3 clusters Score -3190113 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -3190126.750000 Penalty: 987.466248
	Iteration 58Q: 3 clusters Score -3190127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -3190130.000000 Penalty: 987.466248
	Iteration 59Q: 3 clusters Score -3190130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -3190140.250000 Penalty: 987.466248
	Iteration 60F: 3 clusters Score -3190140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -3190148.750000 Penalty: 987.466248
	Iteration 61Q: 3 clusters Score -3190149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -3190153.250000 Penalty: 987.466248
	Iteration 62Q: 3 clusters Score -3190153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -3190162.750000 Penalty: 987.466248
	Iteration 63Q: 3 clusters Score -3190163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -3190162.750000 Penalty: 987.466248
	Iteration 64Q: 3 clusters Score -3190163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -3190170.000000 Penalty: 987.466248
	Iteration 65Q: 3 clusters Score -3190170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -3190172.000000 Penalty: 987.466248
	Iteration 66Q: 3 clusters Score -3190172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -3190173.750000 Penalty: 987.466248
	Iteration 67Q: 3 clusters Score -3190174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -3190178.500000 Penalty: 987.466248
	Iteration 68Q: 3 clusters Score -3190178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -3190181.250000 Penalty: 987.466248
	Iteration 69Q: 3 clusters Score -3190181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -3190181.500000 Penalty: 987.466248
	Iteration 70Q: 3 clusters Score -3190182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -3190186.000000 Penalty: 987.466248
	Iteration 71Q: 3 clusters Score -3190186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -3190183.500000 Penalty: 987.466248
	Iteration 72Q: 3 clusters Score -3190184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -3190183.000000 Penalty: 987.466248
	Iteration 73Q: 3 clusters Score -3190183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -3190181.000000 Penalty: 987.466248
	Iteration 74Q: 3 clusters Score -3190181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -3190181.500000 Penalty: 987.466248
	Iteration 75Q: 3 clusters Score -3190182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -3190183.000000 Penalty: 987.466248
	Iteration 76Q: 3 clusters Score -3190183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -3190183.500000 Penalty: 987.466248
	Iteration 77Q: 3 clusters Score -3190184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -3190184.250000 Penalty: 987.466248
	Iteration 78Q: 3 clusters Score -3190184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -3190184.250000 Penalty: 987.466248
	Iteration 79F: 3 clusters Score -3190184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -897285.250000 Penalty: 437.421967
	Iteration 0F: 2 clusters Score -897285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -887245.187500 Penalty: 874.843933
	Iteration 0F: 3 clusters Score -887245.2 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -891234.625000 Penalty: 874.843933
	Iteration 1F: 3 clusters Score -891234.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -891442.812500 Penalty: 874.843933
	Iteration 2Q: 3 clusters Score -891442.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -891743.250000 Penalty: 874.843933
	Iteration 3Q: 3 clusters Score -891743.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -892195.125000 Penalty: 874.843933
	Iteration 4F: 3 clusters Score -892195.1 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -892933.062500 Penalty: 874.843933
	Iteration 5F: 3 clusters Score -892933.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -893949.000000 Penalty: 874.843933
	Iteration 6F: 3 clusters Score -893949 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -894801.187500 Penalty: 874.843933
	Iteration 7F: 3 clusters Score -894801.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -895240.937500 Penalty: 874.843933
	Iteration 8F: 3 clusters Score -895240.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -895451.937500 Penalty: 874.843933
	Iteration 9Q: 3 clusters Score -895451.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -895634.187500 Penalty: 874.843933
	Iteration 10Q: 3 clusters Score -895634.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -895803.250000 Penalty: 874.843933
	Iteration 11Q: 3 clusters Score -895803.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -895985.562500 Penalty: 874.843933
	Iteration 12Q: 3 clusters Score -895985.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -896168.187500 Penalty: 874.843933
	Iteration 13Q: 3 clusters Score -896168.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -896335.625000 Penalty: 874.843933
	Iteration 14Q: 3 clusters Score -896335.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -896465.750000 Penalty: 874.843933
	Iteration 15Q: 3 clusters Score -896465.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -896558.812500 Penalty: 874.843933
	Iteration 16Q: 3 clusters Score -896558.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -896620.812500 Penalty: 874.843933
	Iteration 17Q: 3 clusters Score -896620.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -896666.812500 Penalty: 874.843933
	Iteration 18Q: 3 clusters Score -896666.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -896697.437500 Penalty: 874.843933
	Iteration 19Q: 3 clusters Score -896697.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -896730.125000 Penalty: 874.843933
	Iteration 20F: 3 clusters Score -896730.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -896767.937500 Penalty: 874.843933
	Iteration 21Q: 3 clusters Score -896767.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -896800.125000 Penalty: 874.843933
	Iteration 22Q: 3 clusters Score -896800.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -896829.000000 Penalty: 874.843933
	Iteration 23Q: 3 clusters Score -896829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -896854.500000 Penalty: 874.843933
	Iteration 24Q: 3 clusters Score -896854.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -896866.500000 Penalty: 874.843933
	Iteration 25Q: 3 clusters Score -896866.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -896885.437500 Penalty: 874.843933
	Iteration 26Q: 3 clusters Score -896885.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -896897.687500 Penalty: 874.843933
	Iteration 27Q: 3 clusters Score -896897.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -896908.625000 Penalty: 874.843933
	Iteration 28Q: 3 clusters Score -896908.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -896911.312500 Penalty: 874.843933
	Iteration 29Q: 3 clusters Score -896911.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -896918.062500 Penalty: 874.843933
	Iteration 30Q: 3 clusters Score -896918.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -896926.937500 Penalty: 874.843933
	Iteration 31Q: 3 clusters Score -896926.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -896931.562500 Penalty: 874.843933
	Iteration 32Q: 3 clusters Score -896931.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -896934.000000 Penalty: 874.843933
	Iteration 33Q: 3 clusters Score -896934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -896937.937500 Penalty: 874.843933
	Iteration 34Q: 3 clusters Score -896937.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -896941.312500 Penalty: 874.843933
	Iteration 35Q: 3 clusters Score -896941.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -896942.625000 Penalty: 874.843933
	Iteration 36Q: 3 clusters Score -896942.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -896943.062500 Penalty: 874.843933
	Iteration 37Q: 3 clusters Score -896943.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -896944.500000 Penalty: 874.843933
	Iteration 38Q: 3 clusters Score -896944.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -896949.625000 Penalty: 874.843933
	Iteration 39Q: 3 clusters Score -896949.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -896949.812500 Penalty: 874.843933
	Iteration 40F: 3 clusters Score -896949.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -896952.062500 Penalty: 874.843933
	Iteration 41Q: 3 clusters Score -896952.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -896954.000000 Penalty: 874.843933
	Iteration 42Q: 3 clusters Score -896954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -896953.187500 Penalty: 874.843933
	Iteration 43Q: 3 clusters Score -896953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -896956.062500 Penalty: 874.843933
	Iteration 44Q: 3 clusters Score -896956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -896954.437500 Penalty: 874.843933
	Iteration 45Q: 3 clusters Score -896954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -896956.562500 Penalty: 874.843933
	Iteration 46Q: 3 clusters Score -896956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -896957.812500 Penalty: 874.843933
	Iteration 47Q: 3 clusters Score -896957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -896959.062500 Penalty: 874.843933
	Iteration 48Q: 3 clusters Score -896959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -896959.875000 Penalty: 874.843933
	Iteration 49Q: 3 clusters Score -896959.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -896964.500000 Penalty: 874.843933
	Iteration 50Q: 3 clusters Score -896964.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -896965.687500 Penalty: 874.843933
	Iteration 51Q: 3 clusters Score -896965.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -896966.437500 Penalty: 874.843933
	Iteration 52Q: 3 clusters Score -896966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -896967.375000 Penalty: 874.843933
	Iteration 53Q: 3 clusters Score -896967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -896968.437500 Penalty: 874.843933
	Iteration 54Q: 3 clusters Score -896968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -896970.062500 Penalty: 874.843933
	Iteration 55Q: 3 clusters Score -896970.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -896969.250000 Penalty: 874.843933
	Iteration 56Q: 3 clusters Score -896969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -896970.312500 Penalty: 874.843933
	Iteration 57Q: 3 clusters Score -896970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -896972.312500 Penalty: 874.843933
	Iteration 58Q: 3 clusters Score -896972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -896972.125000 Penalty: 874.843933
	Iteration 59Q: 3 clusters Score -896972.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -896973.687500 Penalty: 874.843933
	Iteration 60F: 3 clusters Score -896973.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -896974.437500 Penalty: 874.843933
	Iteration 61Q: 3 clusters Score -896974.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -896975.312500 Penalty: 874.843933
	Iteration 62Q: 3 clusters Score -896975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -896976.937500 Penalty: 874.843933
	Iteration 63Q: 3 clusters Score -896976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -896976.000000 Penalty: 874.843933
	Iteration 64Q: 3 clusters Score -896976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -896977.250000 Penalty: 874.843933
	Iteration 65Q: 3 clusters Score -896977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -896976.500000 Penalty: 874.843933
	Iteration 66Q: 3 clusters Score -896976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -896974.875000 Penalty: 874.843933
	Iteration 67Q: 3 clusters Score -896974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -896976.625000 Penalty: 874.843933
	Iteration 68Q: 3 clusters Score -896976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -896976.875000 Penalty: 874.843933
	Iteration 69Q: 3 clusters Score -896976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -896976.437500 Penalty: 874.843933
	Iteration 70Q: 3 clusters Score -896976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -896978.687500 Penalty: 874.843933
	Iteration 71Q: 3 clusters Score -896978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -896979.187500 Penalty: 874.843933
	Iteration 72Q: 3 clusters Score -896979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -896981.125000 Penalty: 874.843933
	Iteration 73Q: 3 clusters Score -896981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -896980.562500 Penalty: 874.843933
	Iteration 74Q: 3 clusters Score -896980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -896978.750000 Penalty: 874.843933
	Iteration 75Q: 3 clusters Score -896978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -896979.437500 Penalty: 874.843933
	Iteration 76Q: 3 clusters Score -896979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -896979.625000 Penalty: 874.843933
	Iteration 77Q: 3 clusters Score -896979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -896980.750000 Penalty: 874.843933
	Iteration 78Q: 3 clusters Score -896980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -896979.625000 Penalty: 874.843933
	Iteration 79Q: 3 clusters Score -896979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -896979.500000 Penalty: 874.843933
	Iteration 80F: 3 clusters Score -896979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -896980.000000 Penalty: 874.843933
	Iteration 81Q: 3 clusters Score -896980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -896979.812500 Penalty: 874.843933
	Iteration 82Q: 3 clusters Score -896979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -896980.312500 Penalty: 874.843933
	Iteration 83Q: 3 clusters Score -896980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -896980.312500 Penalty: 874.843933
	Iteration 84F: 3 clusters Score -896980.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -106301.882812 Penalty: 342.367554
	Iteration 0F: 2 clusters Score -106301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -104954.726562 Penalty: 684.735107
	Iteration 0F: 3 clusters Score -104954.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -105400.671875 Penalty: 684.735107
	Iteration 1F: 3 clusters Score -105400.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -105476.718750 Penalty: 684.735107
	Iteration 2F: 3 clusters Score -105476.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -105535.914062 Penalty: 684.735107
	Iteration 3F: 3 clusters Score -105535.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -105598.382812 Penalty: 684.735107
	Iteration 4Q: 3 clusters Score -105598.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -105694.515625 Penalty: 684.735107
	Iteration 5F: 3 clusters Score -105694.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -105797.484375 Penalty: 684.735107
	Iteration 6F: 3 clusters Score -105797.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105906.523438 Penalty: 684.735107
	Iteration 7F: 3 clusters Score -105906.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -105990.710938 Penalty: 684.735107
	Iteration 8F: 3 clusters Score -105990.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106043.406250 Penalty: 684.735107
	Iteration 9Q: 3 clusters Score -106043.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106079.710938 Penalty: 684.735107
	Iteration 10Q: 3 clusters Score -106079.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106108.593750 Penalty: 684.735107
	Iteration 11Q: 3 clusters Score -106108.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106124.812500 Penalty: 684.735107
	Iteration 12Q: 3 clusters Score -106124.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -106136.898438 Penalty: 684.735107
	Iteration 13Q: 3 clusters Score -106136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106148.640625 Penalty: 684.735107
	Iteration 14Q: 3 clusters Score -106148.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106157.164062 Penalty: 684.735107
	Iteration 15Q: 3 clusters Score -106157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106160.015625 Penalty: 684.735107
	Iteration 16Q: 3 clusters Score -106160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106161.539062 Penalty: 684.735107
	Iteration 17Q: 3 clusters Score -106161.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106162.773438 Penalty: 684.735107
	Iteration 18Q: 3 clusters Score -106162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106165.281250 Penalty: 684.735107
	Iteration 19Q: 3 clusters Score -106165.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106168.210938 Penalty: 684.735107
	Iteration 20F: 3 clusters Score -106168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106170.187500 Penalty: 684.735107
	Iteration 21Q: 3 clusters Score -106170.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106172.679688 Penalty: 684.735107
	Iteration 22Q: 3 clusters Score -106172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106175.312500 Penalty: 684.735107
	Iteration 23Q: 3 clusters Score -106175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106178.687500 Penalty: 684.735107
	Iteration 24Q: 3 clusters Score -106178.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106181.914062 Penalty: 684.735107
	Iteration 25Q: 3 clusters Score -106181.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106185.414062 Penalty: 684.735107
	Iteration 26Q: 3 clusters Score -106185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106189.117188 Penalty: 684.735107
	Iteration 27Q: 3 clusters Score -106189.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106193.742188 Penalty: 684.735107
	Iteration 28Q: 3 clusters Score -106193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106197.960938 Penalty: 684.735107
	Iteration 29Q: 3 clusters Score -106198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106203.125000 Penalty: 684.735107
	Iteration 30Q: 3 clusters Score -106203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106206.953125 Penalty: 684.735107
	Iteration 31Q: 3 clusters Score -106207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106214.070312 Penalty: 684.735107
	Iteration 32Q: 3 clusters Score -106214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106218.039062 Penalty: 684.735107
	Iteration 33Q: 3 clusters Score -106218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106223.335938 Penalty: 684.735107
	Iteration 34Q: 3 clusters Score -106223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106226.273438 Penalty: 684.735107
	Iteration 35Q: 3 clusters Score -106226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106229.726562 Penalty: 684.735107
	Iteration 36Q: 3 clusters Score -106229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106233.351562 Penalty: 684.735107
	Iteration 37Q: 3 clusters Score -106233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106235.031250 Penalty: 684.735107
	Iteration 38Q: 3 clusters Score -106235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106235.828125 Penalty: 684.735107
	Iteration 39Q: 3 clusters Score -106235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106237.320312 Penalty: 684.735107
	Iteration 40F: 3 clusters Score -106237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106241.140625 Penalty: 684.735107
	Iteration 41Q: 3 clusters Score -106241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -106243.953125 Penalty: 684.735107
	Iteration 42Q: 3 clusters Score -106244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -106244.773438 Penalty: 684.735107
	Iteration 43Q: 3 clusters Score -106244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -106245.281250 Penalty: 684.735107
	Iteration 44Q: 3 clusters Score -106245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106246.187500 Penalty: 684.735107
	Iteration 45Q: 3 clusters Score -106246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106246.593750 Penalty: 684.735107
	Iteration 46Q: 3 clusters Score -106246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106246.765625 Penalty: 684.735107
	Iteration 47Q: 3 clusters Score -106246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106246.765625 Penalty: 684.735107
	Iteration 48F: 3 clusters Score -106246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Entering Unmasked Estep 
Score: -1366963.250000 Penalty: 452.733185
	Iteration 0F: 2 clusters Score -1366963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1352989.375000 Penalty: 905.466370
	Iteration 0F: 3 clusters Score -1352989 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1359523.000000 Penalty: 905.466370
	Iteration 1F: 3 clusters Score -1359523 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1360736.250000 Penalty: 905.466370
	Iteration 2F: 3 clusters Score -1360736 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1362315.500000 Penalty: 905.466370
	Iteration 3F: 3 clusters Score -1362316 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1363840.000000 Penalty: 905.466370
	Iteration 4F: 3 clusters Score -1363840 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1365008.750000 Penalty: 905.466370
	Iteration 5F: 3 clusters Score -1365009 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1365743.625000 Penalty: 905.466370
	Iteration 6Q: 3 clusters Score -1365744 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1366132.125000 Penalty: 905.466370
	Iteration 7Q: 3 clusters Score -1366132 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1366321.875000 Penalty: 905.466370
	Iteration 8Q: 3 clusters Score -1366322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1366438.125000 Penalty: 905.466370
	Iteration 9Q: 3 clusters Score -1366438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1366524.000000 Penalty: 905.466370
	Iteration 10Q: 3 clusters Score -1366524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -1366604.750000 Penalty: 905.466370
	Iteration 11Q: 3 clusters Score -1366605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1366645.000000 Penalty: 905.466370
	Iteration 12Q: 3 clusters Score -1366645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1366678.250000 Penalty: 905.466370
	Iteration 13Q: 3 clusters Score -1366678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -1366710.250000 Penalty: 905.466370
	Iteration 14Q: 3 clusters Score -1366710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1366732.000000 Penalty: 905.466370
	Iteration 15Q: 3 clusters Score -1366732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1366739.875000 Penalty: 905.466370
	Iteration 16Q: 3 clusters Score -1366740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1366746.500000 Penalty: 905.466370
	Iteration 17Q: 3 clusters Score -1366746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1366749.875000 Penalty: 905.466370
	Iteration 18Q: 3 clusters Score -1366750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1366752.500000 Penalty: 905.466370
	Iteration 19Q: 3 clusters Score -1366752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -1366753.500000 Penalty: 905.466370
	Iteration 20F: 3 clusters Score -1366754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1366756.250000 Penalty: 905.466370
	Iteration 21Q: 3 clusters Score -1366756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1366757.750000 Penalty: 905.466370
	Iteration 22Q: 3 clusters Score -1366758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1366756.875000 Penalty: 905.466370
	Iteration 23Q: 3 clusters Score -1366757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1366757.875000 Penalty: 905.466370
	Iteration 24Q: 3 clusters Score -1366758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1366755.875000 Penalty: 905.466370
	Iteration 25Q: 3 clusters Score -1366756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1366756.125000 Penalty: 905.466370
	Iteration 26Q: 3 clusters Score -1366756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1366755.625000 Penalty: 905.466370
	Iteration 27Q: 3 clusters Score -1366756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1366757.125000 Penalty: 905.466370
	Iteration 28Q: 3 clusters Score -1366757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1366757.875000 Penalty: 905.466370
	Iteration 29Q: 3 clusters Score -1366758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1366758.625000 Penalty: 905.466370
	Iteration 30Q: 3 clusters Score -1366759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1366757.500000 Penalty: 905.466370
	Iteration 31Q: 3 clusters Score -1366758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1366758.375000 Penalty: 905.466370
	Iteration 32Q: 3 clusters Score -1366758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1366758.500000 Penalty: 905.466370
	Iteration 33Q: 3 clusters Score -1366758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1366760.375000 Penalty: 905.466370
	Iteration 34Q: 3 clusters Score -1366760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1366760.375000 Penalty: 905.466370
	Iteration 35F: 3 clusters Score -1366760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Entering Unmasked Estep 
Score: -1076058.750000 Penalty: 441.387299
	Iteration 0F: 2 clusters Score -1076059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1065164.000000 Penalty: 882.774597
	Iteration 0F: 3 clusters Score -1065164 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1069695.250000 Penalty: 882.774597
	Iteration 1F: 3 clusters Score -1069695 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1070258.125000 Penalty: 882.774597
	Iteration 2F: 3 clusters Score -1070258 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1071089.625000 Penalty: 882.774597
	Iteration 3F: 3 clusters Score -1071090 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1072156.250000 Penalty: 882.774597
	Iteration 4F: 3 clusters Score -1072156 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1073242.000000 Penalty: 882.774597
	Iteration 5F: 3 clusters Score -1073242 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1074080.750000 Penalty: 882.774597
	Iteration 6F: 3 clusters Score -1074081 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1074578.625000 Penalty: 882.774597
	Iteration 7Q: 3 clusters Score -1074579 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1074835.375000 Penalty: 882.774597
	Iteration 8Q: 3 clusters Score -1074835 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1075021.500000 Penalty: 882.774597
	Iteration 9Q: 3 clusters Score -1075022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1075168.125000 Penalty: 882.774597
	Iteration 10Q: 3 clusters Score -1075168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1075250.625000 Penalty: 882.774597
	Iteration 11Q: 3 clusters Score -1075251 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1075334.500000 Penalty: 882.774597
	Iteration 12Q: 3 clusters Score -1075334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1075410.250000 Penalty: 882.774597
	Iteration 13Q: 3 clusters Score -1075410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1075466.375000 Penalty: 882.774597
	Iteration 14Q: 3 clusters Score -1075466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1075519.875000 Penalty: 882.774597
	Iteration 15Q: 3 clusters Score -1075520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1075556.250000 Penalty: 882.774597
	Iteration 16Q: 3 clusters Score -1075556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1075581.625000 Penalty: 882.774597
	Iteration 17Q: 3 clusters Score -1075582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1075602.750000 Penalty: 882.774597
	Iteration 18Q: 3 clusters Score -1075603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1075616.875000 Penalty: 882.774597
	Iteration 19Q: 3 clusters Score -1075617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1075625.125000 Penalty: 882.774597
	Iteration 20F: 3 clusters Score -1075625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1075631.500000 Penalty: 882.774597
	Iteration 21Q: 3 clusters Score -1075632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1075639.750000 Penalty: 882.774597
	Iteration 22Q: 3 clusters Score -1075640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1075647.375000 Penalty: 882.774597
	Iteration 23Q: 3 clusters Score -1075647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1075654.875000 Penalty: 882.774597
	Iteration 24Q: 3 clusters Score -1075655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1075659.500000 Penalty: 882.774597
	Iteration 25Q: 3 clusters Score -1075660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1075665.750000 Penalty: 882.774597
	Iteration 26Q: 3 clusters Score -1075666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1075671.750000 Penalty: 882.774597
	Iteration 27Q: 3 clusters Score -1075672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1075679.625000 Penalty: 882.774597
	Iteration 28Q: 3 clusters Score -1075680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1075686.875000 Penalty: 882.774597
	Iteration 29Q: 3 clusters Score -1075687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1075692.250000 Penalty: 882.774597
	Iteration 30Q: 3 clusters Score -1075692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1075694.750000 Penalty: 882.774597
	Iteration 31Q: 3 clusters Score -1075695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1075696.500000 Penalty: 882.774597
	Iteration 32Q: 3 clusters Score -1075696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1075700.375000 Penalty: 882.774597
	Iteration 33Q: 3 clusters Score -1075700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1075703.250000 Penalty: 882.774597
	Iteration 34Q: 3 clusters Score -1075703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1075704.750000 Penalty: 882.774597
	Iteration 35Q: 3 clusters Score -1075705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1075707.250000 Penalty: 882.774597
	Iteration 36Q: 3 clusters Score -1075707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1075708.000000 Penalty: 882.774597
	Iteration 37Q: 3 clusters Score -1075708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1075708.375000 Penalty: 882.774597
	Iteration 38Q: 3 clusters Score -1075708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1075708.375000 Penalty: 882.774597
	Iteration 39F: 3 clusters Score -1075708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -728968.812500 Penalty: 428.567261
	Iteration 0F: 2 clusters Score -728968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -720728.625000 Penalty: 857.134521
	Iteration 0F: 3 clusters Score -720728.6 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -724343.437500 Penalty: 857.134521
	Iteration 1F: 3 clusters Score -724343.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -724938.187500 Penalty: 857.134521
	Iteration 2F: 3 clusters Score -724938.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -725570.437500 Penalty: 857.134521
	Iteration 3F: 3 clusters Score -725570.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -726127.750000 Penalty: 857.134521
	Iteration 4F: 3 clusters Score -726127.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -726541.875000 Penalty: 857.134521
	Iteration 5F: 3 clusters Score -726541.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -726828.875000 Penalty: 857.134521
	Iteration 6Q: 3 clusters Score -726828.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -727013.187500 Penalty: 857.134521
	Iteration 7Q: 3 clusters Score -727013.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -727119.500000 Penalty: 857.134521
	Iteration 8Q: 3 clusters Score -727119.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -727175.000000 Penalty: 857.134521
	Iteration 9Q: 3 clusters Score -727175 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -727209.750000 Penalty: 857.134521
	Iteration 10Q: 3 clusters Score -727209.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -727245.125000 Penalty: 857.134521
	Iteration 11Q: 3 clusters Score -727245.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -727289.437500 Penalty: 857.134521
	Iteration 12Q: 3 clusters Score -727289.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -727351.500000 Penalty: 857.134521
	Iteration 13Q: 3 clusters Score -727351.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -727430.937500 Penalty: 857.134521
	Iteration 14Q: 3 clusters Score -727430.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -727527.500000 Penalty: 857.134521
	Iteration 15Q: 3 clusters Score -727527.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -727632.187500 Penalty: 857.134521
	Iteration 16Q: 3 clusters Score -727632.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -727751.250000 Penalty: 857.134521
	Iteration 17Q: 3 clusters Score -727751.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -727850.875000 Penalty: 857.134521
	Iteration 18Q: 3 clusters Score -727850.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -727947.062500 Penalty: 857.134521
	Iteration 19Q: 3 clusters Score -727947.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -728061.000000 Penalty: 857.134521
	Iteration 20F: 3 clusters Score -728061 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -728179.312500 Penalty: 857.134521
	Iteration 21Q: 3 clusters Score -728179.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -728281.687500 Penalty: 857.134521
	Iteration 22Q: 3 clusters Score -728281.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -728373.250000 Penalty: 857.134521
	Iteration 23Q: 3 clusters Score -728373.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -728448.187500 Penalty: 857.134521
	Iteration 24Q: 3 clusters Score -728448.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -728501.625000 Penalty: 857.134521
	Iteration 25Q: 3 clusters Score -728501.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -728551.500000 Penalty: 857.134521
	Iteration 26Q: 3 clusters Score -728551.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -728595.437500 Penalty: 857.134521
	Iteration 27Q: 3 clusters Score -728595.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -728624.187500 Penalty: 857.134521
	Iteration 28Q: 3 clusters Score -728624.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -728648.125000 Penalty: 857.134521
	Iteration 29Q: 3 clusters Score -728648.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -728659.125000 Penalty: 857.134521
	Iteration 30Q: 3 clusters Score -728659.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -728679.250000 Penalty: 857.134521
	Iteration 31Q: 3 clusters Score -728679.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -728691.250000 Penalty: 857.134521
	Iteration 32Q: 3 clusters Score -728691.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -728703.437500 Penalty: 857.134521
	Iteration 33Q: 3 clusters Score -728703.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -728709.812500 Penalty: 857.134521
	Iteration 34Q: 3 clusters Score -728709.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -728713.312500 Penalty: 857.134521
	Iteration 35Q: 3 clusters Score -728713.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -728716.375000 Penalty: 857.134521
	Iteration 36Q: 3 clusters Score -728716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -728717.937500 Penalty: 857.134521
	Iteration 37Q: 3 clusters Score -728717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -728720.500000 Penalty: 857.134521
	Iteration 38Q: 3 clusters Score -728720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -728718.062500 Penalty: 857.134521
	Iteration 39Q: 3 clusters Score -728718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -728718.187500 Penalty: 857.134521
	Iteration 40F: 3 clusters Score -728718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -728718.937500 Penalty: 857.134521
	Iteration 41Q: 3 clusters Score -728718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -728720.437500 Penalty: 857.134521
	Iteration 42Q: 3 clusters Score -728720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -728721.437500 Penalty: 857.134521
	Iteration 43Q: 3 clusters Score -728721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -728721.687500 Penalty: 857.134521
	Iteration 44Q: 3 clusters Score -728721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -728724.187500 Penalty: 857.134521
	Iteration 45Q: 3 clusters Score -728724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -728725.375000 Penalty: 857.134521
	Iteration 46Q: 3 clusters Score -728725.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -728724.000000 Penalty: 857.134521
	Iteration 47Q: 3 clusters Score -728724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -728725.375000 Penalty: 857.134521
	Iteration 48Q: 3 clusters Score -728725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -728727.000000 Penalty: 857.134521
	Iteration 49Q: 3 clusters Score -728727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -728726.187500 Penalty: 857.134521
	Iteration 50Q: 3 clusters Score -728726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -728728.812500 Penalty: 857.134521
	Iteration 51Q: 3 clusters Score -728728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -728728.500000 Penalty: 857.134521
	Iteration 52Q: 3 clusters Score -728728.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -728733.000000 Penalty: 857.134521
	Iteration 53Q: 3 clusters Score -728733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -728735.250000 Penalty: 857.134521
	Iteration 54Q: 3 clusters Score -728735.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -728739.687500 Penalty: 857.134521
	Iteration 55Q: 3 clusters Score -728739.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -728741.937500 Penalty: 857.134521
	Iteration 56Q: 3 clusters Score -728741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -728743.250000 Penalty: 857.134521
	Iteration 57Q: 3 clusters Score -728743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -728744.875000 Penalty: 857.134521
	Iteration 58Q: 3 clusters Score -728744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -728745.375000 Penalty: 857.134521
	Iteration 59Q: 3 clusters Score -728745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -728744.625000 Penalty: 857.134521
	Iteration 60F: 3 clusters Score -728744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -728745.125000 Penalty: 857.134521
	Iteration 61Q: 3 clusters Score -728745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -728745.125000 Penalty: 857.134521
	Iteration 62Q: 3 clusters Score -728745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -728745.687500 Penalty: 857.134521
	Iteration 63Q: 3 clusters Score -728745.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -728749.812500 Penalty: 857.134521
	Iteration 64Q: 3 clusters Score -728749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -728751.312500 Penalty: 857.134521
	Iteration 65Q: 3 clusters Score -728751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -728753.562500 Penalty: 857.134521
	Iteration 66Q: 3 clusters Score -728753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -728752.750000 Penalty: 857.134521
	Iteration 67Q: 3 clusters Score -728752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -728753.187500 Penalty: 857.134521
	Iteration 68Q: 3 clusters Score -728753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -728753.875000 Penalty: 857.134521
	Iteration 69Q: 3 clusters Score -728753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -728755.750000 Penalty: 857.134521
	Iteration 70Q: 3 clusters Score -728755.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -728756.812500 Penalty: 857.134521
	Iteration 71Q: 3 clusters Score -728756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -728757.812500 Penalty: 857.134521
	Iteration 72Q: 3 clusters Score -728757.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -728760.625000 Penalty: 857.134521
	Iteration 73Q: 3 clusters Score -728760.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -728762.062500 Penalty: 857.134521
	Iteration 74Q: 3 clusters Score -728762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -728762.937500 Penalty: 857.134521
	Iteration 75Q: 3 clusters Score -728762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -728762.750000 Penalty: 857.134521
	Iteration 76Q: 3 clusters Score -728762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -728766.000000 Penalty: 857.134521
	Iteration 77Q: 3 clusters Score -728766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -728765.500000 Penalty: 857.134521
	Iteration 78Q: 3 clusters Score -728765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -728764.875000 Penalty: 857.134521
	Iteration 79Q: 3 clusters Score -728764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -728765.125000 Penalty: 857.134521
	Iteration 80F: 3 clusters Score -728765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -728766.375000 Penalty: 857.134521
	Iteration 81Q: 3 clusters Score -728766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -728768.250000 Penalty: 857.134521
	Iteration 82Q: 3 clusters Score -728768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -728769.937500 Penalty: 857.134521
	Iteration 83Q: 3 clusters Score -728769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -728769.875000 Penalty: 857.134521
	Iteration 84Q: 3 clusters Score -728769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -728769.437500 Penalty: 857.134521
	Iteration 85Q: 3 clusters Score -728769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -728769.937500 Penalty: 857.134521
	Iteration 86Q: 3 clusters Score -728769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -728769.937500 Penalty: 857.134521
	Iteration 87F: 3 clusters Score -728769.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Entering Unmasked Estep 
Score: -1956175.000000 Penalty: 469.022430
	Iteration 0F: 2 clusters Score -1956175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1936387.750000 Penalty: 938.044861
	Iteration 0F: 3 clusters Score -1936388 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1945672.750000 Penalty: 938.044861
	Iteration 1F: 3 clusters Score -1945673 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1946834.375000 Penalty: 938.044861
	Iteration 2F: 3 clusters Score -1946834 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1948388.375000 Penalty: 938.044861
	Iteration 3F: 3 clusters Score -1948388 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1950102.250000 Penalty: 938.044861
	Iteration 4F: 3 clusters Score -1950102 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1951804.000000 Penalty: 938.044861
	Iteration 5F: 3 clusters Score -1951804 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1953174.375000 Penalty: 938.044861
	Iteration 6F: 3 clusters Score -1953174 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1954169.250000 Penalty: 938.044861
	Iteration 7Q: 3 clusters Score -1954169 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1954841.000000 Penalty: 938.044861
	Iteration 8Q: 3 clusters Score -1954841 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1955334.625000 Penalty: 938.044861
	Iteration 9Q: 3 clusters Score -1955335 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1955610.875000 Penalty: 938.044861
	Iteration 10Q: 3 clusters Score -1955611 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1955752.375000 Penalty: 938.044861
	Iteration 11Q: 3 clusters Score -1955752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1955846.500000 Penalty: 938.044861
	Iteration 12Q: 3 clusters Score -1955846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1955889.125000 Penalty: 938.044861
	Iteration 13Q: 3 clusters Score -1955889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1955895.125000 Penalty: 938.044861
	Iteration 14Q: 3 clusters Score -1955895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1955901.625000 Penalty: 938.044861
	Iteration 15Q: 3 clusters Score -1955902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1955903.750000 Penalty: 938.044861
	Iteration 16Q: 3 clusters Score -1955904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1955905.125000 Penalty: 938.044861
	Iteration 17Q: 3 clusters Score -1955905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1955907.375000 Penalty: 938.044861
	Iteration 18Q: 3 clusters Score -1955907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1955908.750000 Penalty: 938.044861
	Iteration 19Q: 3 clusters Score -1955909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1955908.750000 Penalty: 938.044861
	Iteration 20F: 3 clusters Score -1955909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -233960.390625 Penalty: 372.408051
	Iteration 0F: 2 clusters Score -233960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -231502.312500 Penalty: 744.816101
	Iteration 0F: 3 clusters Score -231502.3 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -232419.484375 Penalty: 744.816101
	Iteration 1F: 3 clusters Score -232419.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -232518.390625 Penalty: 744.816101
	Iteration 2F: 3 clusters Score -232518.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -232611.000000 Penalty: 744.816101
	Iteration 3F: 3 clusters Score -232611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -232716.093750 Penalty: 744.816101
	Iteration 4Q: 3 clusters Score -232716.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -232827.687500 Penalty: 744.816101
	Iteration 5Q: 3 clusters Score -232827.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -232969.890625 Penalty: 744.816101
	Iteration 6Q: 3 clusters Score -232969.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -233117.500000 Penalty: 744.816101
	Iteration 7F: 3 clusters Score -233117.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -233205.062500 Penalty: 744.816101
	Iteration 8Q: 3 clusters Score -233205.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233240.796875 Penalty: 744.816101
	Iteration 9Q: 3 clusters Score -233240.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -233261.046875 Penalty: 744.816101
	Iteration 10Q: 3 clusters Score -233261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233275.359375 Penalty: 744.816101
	Iteration 11Q: 3 clusters Score -233275.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -233286.562500 Penalty: 744.816101
	Iteration 12Q: 3 clusters Score -233286.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -233296.093750 Penalty: 744.816101
	Iteration 13Q: 3 clusters Score -233296.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -233307.671875 Penalty: 744.816101
	Iteration 14Q: 3 clusters Score -233307.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -233322.937500 Penalty: 744.816101
	Iteration 15Q: 3 clusters Score -233322.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -233338.953125 Penalty: 744.816101
	Iteration 16Q: 3 clusters Score -233339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -233363.421875 Penalty: 744.816101
	Iteration 17Q: 3 clusters Score -233363.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -233385.765625 Penalty: 744.816101
	Iteration 18Q: 3 clusters Score -233385.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -233403.453125 Penalty: 744.816101
	Iteration 19Q: 3 clusters Score -233403.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -233415.953125 Penalty: 744.816101
	Iteration 20F: 3 clusters Score -233416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -233429.609375 Penalty: 744.816101
	Iteration 21Q: 3 clusters Score -233429.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233440.046875 Penalty: 744.816101
	Iteration 22Q: 3 clusters Score -233440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -233446.453125 Penalty: 744.816101
	Iteration 23Q: 3 clusters Score -233446.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233448.140625 Penalty: 744.816101
	Iteration 24Q: 3 clusters Score -233448.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -233450.359375 Penalty: 744.816101
	Iteration 25Q: 3 clusters Score -233450.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -233451.234375 Penalty: 744.816101
	Iteration 26Q: 3 clusters Score -233451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -233451.609375 Penalty: 744.816101
	Iteration 27Q: 3 clusters Score -233451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233451.859375 Penalty: 744.816101
	Iteration 28Q: 3 clusters Score -233451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -233452.578125 Penalty: 744.816101
	Iteration 29Q: 3 clusters Score -233452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -233452.937500 Penalty: 744.816101
	Iteration 30Q: 3 clusters Score -233452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -233453.687500 Penalty: 744.816101
	Iteration 31Q: 3 clusters Score -233453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -233454.000000 Penalty: 744.816101
	Iteration 32Q: 3 clusters Score -233454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -233454.328125 Penalty: 744.816101
	Iteration 33Q: 3 clusters Score -233454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -233456.421875 Penalty: 744.816101
	Iteration 34Q: 3 clusters Score -233456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233458.609375 Penalty: 744.816101
	Iteration 35Q: 3 clusters Score -233458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -233459.000000 Penalty: 744.816101
	Iteration 36Q: 3 clusters Score -233459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -233459.765625 Penalty: 744.816101
	Iteration 37Q: 3 clusters Score -233459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233461.281250 Penalty: 744.816101
	Iteration 38Q: 3 clusters Score -233461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233462.078125 Penalty: 744.816101
	Iteration 39Q: 3 clusters Score -233462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -233463.031250 Penalty: 744.816101
	Iteration 40F: 3 clusters Score -233463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233464.109375 Penalty: 744.816101
	Iteration 41Q: 3 clusters Score -233464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -233466.218750 Penalty: 744.816101
	Iteration 42Q: 3 clusters Score -233466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -233466.906250 Penalty: 744.816101
	Iteration 43Q: 3 clusters Score -233466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -233468.062500 Penalty: 744.816101
	Iteration 44Q: 3 clusters Score -233468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -233468.750000 Penalty: 744.816101
	Iteration 45Q: 3 clusters Score -233468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -233469.062500 Penalty: 744.816101
	Iteration 46Q: 3 clusters Score -233469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -233469.328125 Penalty: 744.816101
	Iteration 47Q: 3 clusters Score -233469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -233469.250000 Penalty: 744.816101
	Iteration 48Q: 3 clusters Score -233469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -233469.250000 Penalty: 744.816101
	Iteration 49F: 3 clusters Score -233469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -172880.000000 Penalty: 362.147064
	Iteration 0F: 2 clusters Score -172880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -170850.828125 Penalty: 724.294128
	Iteration 0F: 3 clusters Score -170850.8 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -171541.968750 Penalty: 724.294128
	Iteration 1F: 3 clusters Score -171542 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -171637.984375 Penalty: 724.294128
	Iteration 2F: 3 clusters Score -171638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -171726.765625 Penalty: 724.294128
	Iteration 3F: 3 clusters Score -171726.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -171820.859375 Penalty: 724.294128
	Iteration 4F: 3 clusters Score -171820.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -171908.437500 Penalty: 724.294128
	Iteration 5F: 3 clusters Score -171908.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -171990.687500 Penalty: 724.294128
	Iteration 6Q: 3 clusters Score -171990.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -172080.593750 Penalty: 724.294128
	Iteration 7Q: 3 clusters Score -172080.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -172154.890625 Penalty: 724.294128
	Iteration 8Q: 3 clusters Score -172154.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -172210.343750 Penalty: 724.294128
	Iteration 9Q: 3 clusters Score -172210.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -172246.718750 Penalty: 724.294128
	Iteration 10Q: 3 clusters Score -172246.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -172268.421875 Penalty: 724.294128
	Iteration 11Q: 3 clusters Score -172268.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -172282.281250 Penalty: 724.294128
	Iteration 12Q: 3 clusters Score -172282.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -172290.484375 Penalty: 724.294128
	Iteration 13Q: 3 clusters Score -172290.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -172298.328125 Penalty: 724.294128
	Iteration 14Q: 3 clusters Score -172298.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -172306.250000 Penalty: 724.294128
	Iteration 15Q: 3 clusters Score -172306.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -172311.968750 Penalty: 724.294128
	Iteration 16Q: 3 clusters Score -172312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -172317.046875 Penalty: 724.294128
	Iteration 17Q: 3 clusters Score -172317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -172326.265625 Penalty: 724.294128
	Iteration 18Q: 3 clusters Score -172326.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -172334.578125 Penalty: 724.294128
	Iteration 19Q: 3 clusters Score -172334.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -172343.453125 Penalty: 724.294128
	Iteration 20F: 3 clusters Score -172343.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -172354.375000 Penalty: 724.294128
	Iteration 21Q: 3 clusters Score -172354.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -172368.609375 Penalty: 724.294128
	Iteration 22Q: 3 clusters Score -172368.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -172381.671875 Penalty: 724.294128
	Iteration 23Q: 3 clusters Score -172381.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -172396.812500 Penalty: 724.294128
	Iteration 24Q: 3 clusters Score -172396.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -172407.781250 Penalty: 724.294128
	Iteration 25Q: 3 clusters Score -172407.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172424.578125 Penalty: 724.294128
	Iteration 26Q: 3 clusters Score -172424.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -172440.671875 Penalty: 724.294128
	Iteration 27Q: 3 clusters Score -172440.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -172454.515625 Penalty: 724.294128
	Iteration 28Q: 3 clusters Score -172454.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -172468.453125 Penalty: 724.294128
	Iteration 29Q: 3 clusters Score -172468.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -172483.281250 Penalty: 724.294128
	Iteration 30Q: 3 clusters Score -172483.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -172510.859375 Penalty: 724.294128
	Iteration 31Q: 3 clusters Score -172510.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -172538.296875 Penalty: 724.294128
	Iteration 32Q: 3 clusters Score -172538.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -172559.734375 Penalty: 724.294128
	Iteration 33Q: 3 clusters Score -172559.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -172583.718750 Penalty: 724.294128
	Iteration 34Q: 3 clusters Score -172583.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -172606.390625 Penalty: 724.294128
	Iteration 35Q: 3 clusters Score -172606.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172620.234375 Penalty: 724.294128
	Iteration 36Q: 3 clusters Score -172620.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172626.765625 Penalty: 724.294128
	Iteration 37Q: 3 clusters Score -172626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172633.953125 Penalty: 724.294128
	Iteration 38Q: 3 clusters Score -172634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -172642.078125 Penalty: 724.294128
	Iteration 39Q: 3 clusters Score -172642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172649.187500 Penalty: 724.294128
	Iteration 40F: 3 clusters Score -172649.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172651.796875 Penalty: 724.294128
	Iteration 41Q: 3 clusters Score -172651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -172654.250000 Penalty: 724.294128
	Iteration 42Q: 3 clusters Score -172654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -172654.875000 Penalty: 724.294128
	Iteration 43Q: 3 clusters Score -172654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -172654.718750 Penalty: 724.294128
	Iteration 44Q: 3 clusters Score -172654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172655.218750 Penalty: 724.294128
	Iteration 45Q: 3 clusters Score -172655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172655.218750 Penalty: 724.294128
	Iteration 46F: 3 clusters Score -172655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -606554.125000 Penalty: 417.689270
	Iteration 0F: 2 clusters Score -606554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -600141.062500 Penalty: 835.378540
	Iteration 0F: 3 clusters Score -600141.1 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -602752.687500 Penalty: 835.378540
	Iteration 1F: 3 clusters Score -602752.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -602978.625000 Penalty: 835.378540
	Iteration 2F: 3 clusters Score -602978.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -603254.125000 Penalty: 835.378540
	Iteration 3F: 3 clusters Score -603254.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -603699.250000 Penalty: 835.378540
	Iteration 4F: 3 clusters Score -603699.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -604233.312500 Penalty: 835.378540
	Iteration 5F: 3 clusters Score -604233.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -604597.187500 Penalty: 835.378540
	Iteration 6F: 3 clusters Score -604597.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -604785.000000 Penalty: 835.378540
	Iteration 7Q: 3 clusters Score -604785 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -604872.250000 Penalty: 835.378540
	Iteration 8Q: 3 clusters Score -604872.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -604954.437500 Penalty: 835.378540
	Iteration 9Q: 3 clusters Score -604954.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -605044.125000 Penalty: 835.378540
	Iteration 10Q: 3 clusters Score -605044.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -605156.687500 Penalty: 835.378540
	Iteration 11Q: 3 clusters Score -605156.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -605283.375000 Penalty: 835.378540
	Iteration 12Q: 3 clusters Score -605283.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -605401.000000 Penalty: 835.378540
	Iteration 13Q: 3 clusters Score -605401 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -605520.625000 Penalty: 835.378540
	Iteration 14Q: 3 clusters Score -605520.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -605640.687500 Penalty: 835.378540
	Iteration 15Q: 3 clusters Score -605640.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -605772.437500 Penalty: 835.378540
	Iteration 16Q: 3 clusters Score -605772.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -605875.750000 Penalty: 835.378540
	Iteration 17Q: 3 clusters Score -605875.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -605954.062500 Penalty: 835.378540
	Iteration 18Q: 3 clusters Score -605954.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -606010.687500 Penalty: 835.378540
	Iteration 19Q: 3 clusters Score -606010.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -606043.062500 Penalty: 835.378540
	Iteration 20F: 3 clusters Score -606043.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -606062.437500 Penalty: 835.378540
	Iteration 21Q: 3 clusters Score -606062.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -606070.437500 Penalty: 835.378540
	Iteration 22Q: 3 clusters Score -606070.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -606073.250000 Penalty: 835.378540
	Iteration 23Q: 3 clusters Score -606073.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -606078.937500 Penalty: 835.378540
	Iteration 24Q: 3 clusters Score -606078.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -606082.000000 Penalty: 835.378540
	Iteration 25Q: 3 clusters Score -606082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -606084.437500 Penalty: 835.378540
	Iteration 26Q: 3 clusters Score -606084.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -606083.812500 Penalty: 835.378540
	Iteration 27Q: 3 clusters Score -606083.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -606089.250000 Penalty: 835.378540
	Iteration 28Q: 3 clusters Score -606089.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -606092.250000 Penalty: 835.378540
	Iteration 29Q: 3 clusters Score -606092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -606093.062500 Penalty: 835.378540
	Iteration 30Q: 3 clusters Score -606093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -606094.250000 Penalty: 835.378540
	Iteration 31Q: 3 clusters Score -606094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -606094.250000 Penalty: 835.378540
	Iteration 32Q: 3 clusters Score -606094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -606093.937500 Penalty: 835.378540
	Iteration 33Q: 3 clusters Score -606093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -606093.750000 Penalty: 835.378540
	Iteration 34Q: 3 clusters Score -606093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -606094.062500 Penalty: 835.378540
	Iteration 35Q: 3 clusters Score -606094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -606094.500000 Penalty: 835.378540
	Iteration 36Q: 3 clusters Score -606094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -606094.875000 Penalty: 835.378540
	Iteration 37Q: 3 clusters Score -606094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -606094.812500 Penalty: 835.378540
	Iteration 38Q: 3 clusters Score -606094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -606095.437500 Penalty: 835.378540
	Iteration 39Q: 3 clusters Score -606095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -606096.187500 Penalty: 835.378540
	Iteration 40F: 3 clusters Score -606096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -606096.562500 Penalty: 835.378540
	Iteration 41Q: 3 clusters Score -606096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -606097.625000 Penalty: 835.378540
	Iteration 42Q: 3 clusters Score -606097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -606097.687500 Penalty: 835.378540
	Iteration 43Q: 3 clusters Score -606097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -606097.687500 Penalty: 835.378540
	Iteration 44Q: 3 clusters Score -606097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -606097.750000 Penalty: 835.378540
	Iteration 45Q: 3 clusters Score -606097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -606098.250000 Penalty: 835.378540
	Iteration 46Q: 3 clusters Score -606098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -606098.562500 Penalty: 835.378540
	Iteration 47Q: 3 clusters Score -606098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -606098.312500 Penalty: 835.378540
	Iteration 48Q: 3 clusters Score -606098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -606097.937500 Penalty: 835.378540
	Iteration 49Q: 3 clusters Score -606097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -606098.687500 Penalty: 835.378540
	Iteration 50Q: 3 clusters Score -606098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -606098.625000 Penalty: 835.378540
	Iteration 51Q: 3 clusters Score -606098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -606098.625000 Penalty: 835.378540
	Iteration 52F: 3 clusters Score -606098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -305121.875000 Penalty: 384.765320
	Iteration 0F: 2 clusters Score -305121.9 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 2367 members 
Entering Unmasked Estep 
Score: -301923.812500 Penalty: 769.530640
	Iteration 0F: 3 clusters Score -301923.8 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -303212.062500 Penalty: 769.530640
	Iteration 1F: 3 clusters Score -303212.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -303363.281250 Penalty: 769.530640
	Iteration 2F: 3 clusters Score -303363.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -303498.812500 Penalty: 769.530640
	Iteration 3F: 3 clusters Score -303498.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -303653.718750 Penalty: 769.530640
	Iteration 4F: 3 clusters Score -303653.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -303812.750000 Penalty: 769.530640
	Iteration 5F: 3 clusters Score -303812.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -303944.062500 Penalty: 769.530640
	Iteration 6Q: 3 clusters Score -303944.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -304065.781250 Penalty: 769.530640
	Iteration 7Q: 3 clusters Score -304065.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -304159.375000 Penalty: 769.530640
	Iteration 8Q: 3 clusters Score -304159.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -304234.031250 Penalty: 769.530640
	Iteration 9Q: 3 clusters Score -304234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -304289.218750 Penalty: 769.530640
	Iteration 10Q: 3 clusters Score -304289.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -304347.625000 Penalty: 769.530640
	Iteration 11Q: 3 clusters Score -304347.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -304397.500000 Penalty: 769.530640
	Iteration 12Q: 3 clusters Score -304397.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -304427.031250 Penalty: 769.530640
	Iteration 13Q: 3 clusters Score -304427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -304442.468750 Penalty: 769.530640
	Iteration 14Q: 3 clusters Score -304442.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -304454.625000 Penalty: 769.530640
	Iteration 15Q: 3 clusters Score -304454.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -304466.812500 Penalty: 769.530640
	Iteration 16Q: 3 clusters Score -304466.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -304475.531250 Penalty: 769.530640
	Iteration 17Q: 3 clusters Score -304475.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -304484.031250 Penalty: 769.530640
	Iteration 18Q: 3 clusters Score -304484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -304496.000000 Penalty: 769.530640
	Iteration 19Q: 3 clusters Score -304496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -304514.500000 Penalty: 769.530640
	Iteration 20F: 3 clusters Score -304514.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -304540.250000 Penalty: 769.530640
	Iteration 21Q: 3 clusters Score -304540.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304569.156250 Penalty: 769.530640
	Iteration 22Q: 3 clusters Score -304569.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304598.343750 Penalty: 769.530640
	Iteration 23Q: 3 clusters Score -304598.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -304628.406250 Penalty: 769.530640
	Iteration 24Q: 3 clusters Score -304628.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -304660.500000 Penalty: 769.530640
	Iteration 25Q: 3 clusters Score -304660.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -304681.562500 Penalty: 769.530640
	Iteration 26Q: 3 clusters Score -304681.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -304699.062500 Penalty: 769.530640
	Iteration 27Q: 3 clusters Score -304699.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -304718.250000 Penalty: 769.530640
	Iteration 28Q: 3 clusters Score -304718.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -304731.343750 Penalty: 769.530640
	Iteration 29Q: 3 clusters Score -304731.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -304747.531250 Penalty: 769.530640
	Iteration 30Q: 3 clusters Score -304747.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -304760.093750 Penalty: 769.530640
	Iteration 31Q: 3 clusters Score -304760.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -304772.406250 Penalty: 769.530640
	Iteration 32Q: 3 clusters Score -304772.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -304783.593750 Penalty: 769.530640
	Iteration 33Q: 3 clusters Score -304783.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -304789.968750 Penalty: 769.530640
	Iteration 34Q: 3 clusters Score -304790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -304796.656250 Penalty: 769.530640
	Iteration 35Q: 3 clusters Score -304796.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -304802.875000 Penalty: 769.530640
	Iteration 36Q: 3 clusters Score -304802.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -304805.687500 Penalty: 769.530640
	Iteration 37Q: 3 clusters Score -304805.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -304807.750000 Penalty: 769.530640
	Iteration 38Q: 3 clusters Score -304807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -304808.562500 Penalty: 769.530640
	Iteration 39Q: 3 clusters Score -304808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -304809.968750 Penalty: 769.530640
	Iteration 40F: 3 clusters Score -304810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -304812.281250 Penalty: 769.530640
	Iteration 41Q: 3 clusters Score -304812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -304816.156250 Penalty: 769.530640
	Iteration 42Q: 3 clusters Score -304816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -304821.625000 Penalty: 769.530640
	Iteration 43Q: 3 clusters Score -304821.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -304827.531250 Penalty: 769.530640
	Iteration 44Q: 3 clusters Score -304827.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -304831.562500 Penalty: 769.530640
	Iteration 45Q: 3 clusters Score -304831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -304833.031250 Penalty: 769.530640
	Iteration 46Q: 3 clusters Score -304833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -304834.906250 Penalty: 769.530640
	Iteration 47Q: 3 clusters Score -304834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -304835.906250 Penalty: 769.530640
	Iteration 48Q: 3 clusters Score -304835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -304838.343750 Penalty: 769.530640
	Iteration 49Q: 3 clusters Score -304838.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -304842.031250 Penalty: 769.530640
	Iteration 50Q: 3 clusters Score -304842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -304844.781250 Penalty: 769.530640
	Iteration 51Q: 3 clusters Score -304844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -304844.781250 Penalty: 769.530640
	Iteration 52Q: 3 clusters Score -304844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -304844.812500 Penalty: 769.530640
	Iteration 53Q: 3 clusters Score -304844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -304844.718750 Penalty: 769.530640
	Iteration 54Q: 3 clusters Score -304844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -304845.218750 Penalty: 769.530640
	Iteration 55Q: 3 clusters Score -304845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -304845.156250 Penalty: 769.530640
	Iteration 56Q: 3 clusters Score -304845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -304845.156250 Penalty: 769.530640
	Iteration 57F: 3 clusters Score -304845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -88009.757812 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -88009.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86989.914062 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -86989.91 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87314.789062 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -87314.79 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -87407.164062 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -87407.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87491.250000 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -87491.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -87551.421875 Penalty: 657.717285
	Iteration 4F: 3 clusters Score -87551.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87599.945312 Penalty: 657.717285
	Iteration 5Q: 3 clusters Score -87599.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87645.929688 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -87645.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -87693.664062 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -87693.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87722.093750 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -87722.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87749.304688 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -87749.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -87762.671875 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -87762.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -87773.140625 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -87773.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -87783.070312 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -87783.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87797.796875 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -87797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -87807.750000 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -87807.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87813.085938 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -87813.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -87816.414062 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -87816.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87819.359375 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -87819.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87820.820312 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -87820.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87821.500000 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -87821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87822.257812 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -87822.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87822.601562 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -87822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -87823.070312 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -87823.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -87823.546875 Penalty: 657.717285
	Iteration 23Q: 3 clusters Score -87823.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -87824.007812 Penalty: 657.717285
	Iteration 24Q: 3 clusters Score -87824.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -87824.257812 Penalty: 657.717285
	Iteration 25Q: 3 clusters Score -87824.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -87824.945312 Penalty: 657.717285
	Iteration 26Q: 3 clusters Score -87824.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -87825.187500 Penalty: 657.717285
	Iteration 27Q: 3 clusters Score -87825.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87825.351562 Penalty: 657.717285
	Iteration 28Q: 3 clusters Score -87825.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87825.640625 Penalty: 657.717285
	Iteration 29Q: 3 clusters Score -87825.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87826.468750 Penalty: 657.717285
	Iteration 30Q: 3 clusters Score -87826.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87826.468750 Penalty: 657.717285
	Iteration 31F: 3 clusters Score -87826.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Entering Unmasked Estep 
Score: -1006414.437500 Penalty: 438.438019
	Iteration 0F: 2 clusters Score -1006414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -996194.062500 Penalty: 876.876038
	Iteration 0F: 3 clusters Score -996194.1 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1000509.750000 Penalty: 876.876038
	Iteration 1F: 3 clusters Score -1000510 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1000908.437500 Penalty: 876.876038
	Iteration 2F: 3 clusters Score -1000908 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1001423.437500 Penalty: 876.876038
	Iteration 3F: 3 clusters Score -1001423 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1002108.250000 Penalty: 876.876038
	Iteration 4F: 3 clusters Score -1002108 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1002958.250000 Penalty: 876.876038
	Iteration 5F: 3 clusters Score -1002958 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1003849.500000 Penalty: 876.876038
	Iteration 6F: 3 clusters Score -1003850 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1004423.937500 Penalty: 876.876038
	Iteration 7Q: 3 clusters Score -1004424 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1004719.062500 Penalty: 876.876038
	Iteration 8Q: 3 clusters Score -1004719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1004874.187500 Penalty: 876.876038
	Iteration 9Q: 3 clusters Score -1004874 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1004972.375000 Penalty: 876.876038
	Iteration 10Q: 3 clusters Score -1004972 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1005053.812500 Penalty: 876.876038
	Iteration 11Q: 3 clusters Score -1005054 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1005140.937500 Penalty: 876.876038
	Iteration 12Q: 3 clusters Score -1005141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1005232.062500 Penalty: 876.876038
	Iteration 13Q: 3 clusters Score -1005232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1005327.937500 Penalty: 876.876038
	Iteration 14Q: 3 clusters Score -1005328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1005403.937500 Penalty: 876.876038
	Iteration 15Q: 3 clusters Score -1005404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1005467.687500 Penalty: 876.876038
	Iteration 16Q: 3 clusters Score -1005468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1005514.500000 Penalty: 876.876038
	Iteration 17Q: 3 clusters Score -1005514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1005553.187500 Penalty: 876.876038
	Iteration 18Q: 3 clusters Score -1005553 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1005586.000000 Penalty: 876.876038
	Iteration 19Q: 3 clusters Score -1005586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1005617.250000 Penalty: 876.876038
	Iteration 20F: 3 clusters Score -1005617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1005658.687500 Penalty: 876.876038
	Iteration 21Q: 3 clusters Score -1005659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1005703.812500 Penalty: 876.876038
	Iteration 22Q: 3 clusters Score -1005704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1005744.125000 Penalty: 876.876038
	Iteration 23Q: 3 clusters Score -1005744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1005770.062500 Penalty: 876.876038
	Iteration 24Q: 3 clusters Score -1005770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1005798.187500 Penalty: 876.876038
	Iteration 25Q: 3 clusters Score -1005798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1005820.187500 Penalty: 876.876038
	Iteration 26Q: 3 clusters Score -1005820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1005837.312500 Penalty: 876.876038
	Iteration 27Q: 3 clusters Score -1005837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1005855.375000 Penalty: 876.876038
	Iteration 28Q: 3 clusters Score -1005855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1005870.625000 Penalty: 876.876038
	Iteration 29Q: 3 clusters Score -1005871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1005885.375000 Penalty: 876.876038
	Iteration 30Q: 3 clusters Score -1005885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1005901.937500 Penalty: 876.876038
	Iteration 31Q: 3 clusters Score -1005902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1005919.062500 Penalty: 876.876038
	Iteration 32Q: 3 clusters Score -1005919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1005932.875000 Penalty: 876.876038
	Iteration 33Q: 3 clusters Score -1005933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1005943.000000 Penalty: 876.876038
	Iteration 34Q: 3 clusters Score -1005943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1005954.687500 Penalty: 876.876038
	Iteration 35Q: 3 clusters Score -1005955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1005961.125000 Penalty: 876.876038
	Iteration 36Q: 3 clusters Score -1005961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1005966.625000 Penalty: 876.876038
	Iteration 37Q: 3 clusters Score -1005967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1005974.625000 Penalty: 876.876038
	Iteration 38Q: 3 clusters Score -1005975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1005982.875000 Penalty: 876.876038
	Iteration 39Q: 3 clusters Score -1005983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1005987.687500 Penalty: 876.876038
	Iteration 40F: 3 clusters Score -1005988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1005991.250000 Penalty: 876.876038
	Iteration 41Q: 3 clusters Score -1005991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1005995.250000 Penalty: 876.876038
	Iteration 42Q: 3 clusters Score -1005995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1005997.687500 Penalty: 876.876038
	Iteration 43Q: 3 clusters Score -1005998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1006000.375000 Penalty: 876.876038
	Iteration 44Q: 3 clusters Score -1006000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1006002.250000 Penalty: 876.876038
	Iteration 45Q: 3 clusters Score -1006002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1006005.687500 Penalty: 876.876038
	Iteration 46Q: 3 clusters Score -1006006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1006008.687500 Penalty: 876.876038
	Iteration 47Q: 3 clusters Score -1006009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1006013.250000 Penalty: 876.876038
	Iteration 48Q: 3 clusters Score -1006013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1006014.187500 Penalty: 876.876038
	Iteration 49Q: 3 clusters Score -1006014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1006016.125000 Penalty: 876.876038
	Iteration 50Q: 3 clusters Score -1006016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1006016.437500 Penalty: 876.876038
	Iteration 51Q: 3 clusters Score -1006016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1006017.750000 Penalty: 876.876038
	Iteration 52Q: 3 clusters Score -1006018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1006017.750000 Penalty: 876.876038
	Iteration 53F: 3 clusters Score -1006018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -1360032.000000 Penalty: 452.228882
	Iteration 0F: 2 clusters Score -1360032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1346275.875000 Penalty: 904.457764
	Iteration 0F: 3 clusters Score -1346276 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1351958.875000 Penalty: 904.457764
	Iteration 1F: 3 clusters Score -1351959 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1352223.125000 Penalty: 904.457764
	Iteration 2Q: 3 clusters Score -1352223 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1352621.250000 Penalty: 904.457764
	Iteration 3Q: 3 clusters Score -1352621 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1353328.500000 Penalty: 904.457764
	Iteration 4Q: 3 clusters Score -1353328 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1354481.750000 Penalty: 904.457764
	Iteration 5F: 3 clusters Score -1354482 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1355859.750000 Penalty: 904.457764
	Iteration 6F: 3 clusters Score -1355860 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1356903.500000 Penalty: 904.457764
	Iteration 7F: 3 clusters Score -1356904 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1357496.000000 Penalty: 904.457764
	Iteration 8Q: 3 clusters Score -1357496 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1357819.500000 Penalty: 904.457764
	Iteration 9Q: 3 clusters Score -1357820 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1358006.375000 Penalty: 904.457764
	Iteration 10Q: 3 clusters Score -1358006 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1358152.375000 Penalty: 904.457764
	Iteration 11Q: 3 clusters Score -1358152 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1358285.000000 Penalty: 904.457764
	Iteration 12Q: 3 clusters Score -1358285 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1358406.625000 Penalty: 904.457764
	Iteration 13Q: 3 clusters Score -1358407 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1358525.000000 Penalty: 904.457764
	Iteration 14Q: 3 clusters Score -1358525 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1358635.500000 Penalty: 904.457764
	Iteration 15Q: 3 clusters Score -1358636 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1358713.500000 Penalty: 904.457764
	Iteration 16Q: 3 clusters Score -1358714 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1358795.500000 Penalty: 904.457764
	Iteration 17Q: 3 clusters Score -1358796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1358877.875000 Penalty: 904.457764
	Iteration 18Q: 3 clusters Score -1358878 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1358948.500000 Penalty: 904.457764
	Iteration 19Q: 3 clusters Score -1358948 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1359010.000000 Penalty: 904.457764
	Iteration 20F: 3 clusters Score -1359010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1359062.625000 Penalty: 904.457764
	Iteration 21Q: 3 clusters Score -1359063 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1359109.750000 Penalty: 904.457764
	Iteration 22Q: 3 clusters Score -1359110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1359158.375000 Penalty: 904.457764
	Iteration 23Q: 3 clusters Score -1359158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1359196.750000 Penalty: 904.457764
	Iteration 24Q: 3 clusters Score -1359197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1359239.750000 Penalty: 904.457764
	Iteration 25Q: 3 clusters Score -1359240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1359270.500000 Penalty: 904.457764
	Iteration 26Q: 3 clusters Score -1359270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1359295.500000 Penalty: 904.457764
	Iteration 27Q: 3 clusters Score -1359296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1359320.750000 Penalty: 904.457764
	Iteration 28Q: 3 clusters Score -1359321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1359342.125000 Penalty: 904.457764
	Iteration 29Q: 3 clusters Score -1359342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1359362.250000 Penalty: 904.457764
	Iteration 30Q: 3 clusters Score -1359362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1359375.125000 Penalty: 904.457764
	Iteration 31Q: 3 clusters Score -1359375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1359388.375000 Penalty: 904.457764
	Iteration 32Q: 3 clusters Score -1359388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1359401.125000 Penalty: 904.457764
	Iteration 33Q: 3 clusters Score -1359401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1359409.875000 Penalty: 904.457764
	Iteration 34Q: 3 clusters Score -1359410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1359416.250000 Penalty: 904.457764
	Iteration 35Q: 3 clusters Score -1359416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1359421.875000 Penalty: 904.457764
	Iteration 36Q: 3 clusters Score -1359422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1359428.500000 Penalty: 904.457764
	Iteration 37Q: 3 clusters Score -1359428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1359435.500000 Penalty: 904.457764
	Iteration 38Q: 3 clusters Score -1359436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1359438.250000 Penalty: 904.457764
	Iteration 39Q: 3 clusters Score -1359438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1359451.000000 Penalty: 904.457764
	Iteration 40F: 3 clusters Score -1359451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1359456.875000 Penalty: 904.457764
	Iteration 41Q: 3 clusters Score -1359457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1359465.250000 Penalty: 904.457764
	Iteration 42Q: 3 clusters Score -1359465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1359474.500000 Penalty: 904.457764
	Iteration 43Q: 3 clusters Score -1359474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1359475.250000 Penalty: 904.457764
	Iteration 44Q: 3 clusters Score -1359475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1359481.125000 Penalty: 904.457764
	Iteration 45Q: 3 clusters Score -1359481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1359479.875000 Penalty: 904.457764
	Iteration 46Q: 3 clusters Score -1359480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1359479.500000 Penalty: 904.457764
	Iteration 47Q: 3 clusters Score -1359480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1359479.875000 Penalty: 904.457764
	Iteration 48Q: 3 clusters Score -1359480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1359485.750000 Penalty: 904.457764
	Iteration 49Q: 3 clusters Score -1359486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1359487.250000 Penalty: 904.457764
	Iteration 50Q: 3 clusters Score -1359487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1359493.000000 Penalty: 904.457764
	Iteration 51Q: 3 clusters Score -1359493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1359496.625000 Penalty: 904.457764
	Iteration 52Q: 3 clusters Score -1359497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1359500.625000 Penalty: 904.457764
	Iteration 53Q: 3 clusters Score -1359501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1359499.625000 Penalty: 904.457764
	Iteration 54Q: 3 clusters Score -1359500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1359500.375000 Penalty: 904.457764
	Iteration 55Q: 3 clusters Score -1359500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1359501.125000 Penalty: 904.457764
	Iteration 56Q: 3 clusters Score -1359501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1359498.875000 Penalty: 904.457764
	Iteration 57Q: 3 clusters Score -1359499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1359507.875000 Penalty: 904.457764
	Iteration 58Q: 3 clusters Score -1359508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1359508.875000 Penalty: 904.457764
	Iteration 59Q: 3 clusters Score -1359509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1359508.625000 Penalty: 904.457764
	Iteration 60F: 3 clusters Score -1359509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1359512.125000 Penalty: 904.457764
	Iteration 61Q: 3 clusters Score -1359512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1359511.250000 Penalty: 904.457764
	Iteration 62Q: 3 clusters Score -1359511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1359514.875000 Penalty: 904.457764
	Iteration 63Q: 3 clusters Score -1359515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1359516.500000 Penalty: 904.457764
	Iteration 64Q: 3 clusters Score -1359516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1359518.750000 Penalty: 904.457764
	Iteration 65Q: 3 clusters Score -1359519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1359518.250000 Penalty: 904.457764
	Iteration 66Q: 3 clusters Score -1359518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1359523.000000 Penalty: 904.457764
	Iteration 67Q: 3 clusters Score -1359523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1359522.750000 Penalty: 904.457764
	Iteration 68Q: 3 clusters Score -1359523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1359523.500000 Penalty: 904.457764
	Iteration 69Q: 3 clusters Score -1359524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1359524.625000 Penalty: 904.457764
	Iteration 70Q: 3 clusters Score -1359525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1359524.000000 Penalty: 904.457764
	Iteration 71Q: 3 clusters Score -1359524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1359526.875000 Penalty: 904.457764
	Iteration 72Q: 3 clusters Score -1359527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1359527.250000 Penalty: 904.457764
	Iteration 73Q: 3 clusters Score -1359527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1359527.375000 Penalty: 904.457764
	Iteration 74Q: 3 clusters Score -1359527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1359526.125000 Penalty: 904.457764
	Iteration 75Q: 3 clusters Score -1359526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1359530.750000 Penalty: 904.457764
	Iteration 76Q: 3 clusters Score -1359531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1359529.000000 Penalty: 904.457764
	Iteration 77Q: 3 clusters Score -1359529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1359531.750000 Penalty: 904.457764
	Iteration 78Q: 3 clusters Score -1359532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1359530.375000 Penalty: 904.457764
	Iteration 79Q: 3 clusters Score -1359530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1359532.500000 Penalty: 904.457764
	Iteration 80F: 3 clusters Score -1359532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1359532.625000 Penalty: 904.457764
	Iteration 81Q: 3 clusters Score -1359533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1359530.125000 Penalty: 904.457764
	Iteration 82Q: 3 clusters Score -1359530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1359531.875000 Penalty: 904.457764
	Iteration 83Q: 3 clusters Score -1359532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1359532.125000 Penalty: 904.457764
	Iteration 84Q: 3 clusters Score -1359532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1359531.875000 Penalty: 904.457764
	Iteration 85Q: 3 clusters Score -1359532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1359531.250000 Penalty: 904.457764
	Iteration 86Q: 3 clusters Score -1359531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1359532.750000 Penalty: 904.457764
	Iteration 87Q: 3 clusters Score -1359533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1359535.375000 Penalty: 904.457764
	Iteration 88Q: 3 clusters Score -1359535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1359535.000000 Penalty: 904.457764
	Iteration 89Q: 3 clusters Score -1359535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1359536.250000 Penalty: 904.457764
	Iteration 90Q: 3 clusters Score -1359536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1359533.000000 Penalty: 904.457764
	Iteration 91Q: 3 clusters Score -1359533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1359534.625000 Penalty: 904.457764
	Iteration 92Q: 3 clusters Score -1359535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1359537.875000 Penalty: 904.457764
	Iteration 93Q: 3 clusters Score -1359538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1359536.000000 Penalty: 904.457764
	Iteration 94Q: 3 clusters Score -1359536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1359534.750000 Penalty: 904.457764
	Iteration 95Q: 3 clusters Score -1359535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1359540.625000 Penalty: 904.457764
	Iteration 96Q: 3 clusters Score -1359541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1359541.875000 Penalty: 904.457764
	Iteration 97Q: 3 clusters Score -1359542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1359545.000000 Penalty: 904.457764
	Iteration 98Q: 3 clusters Score -1359545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1359548.000000 Penalty: 904.457764
	Iteration 99Q: 3 clusters Score -1359548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1359549.125000 Penalty: 904.457764
	Iteration 100F: 3 clusters Score -1359549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1359546.375000 Penalty: 904.457764
	Iteration 101Q: 3 clusters Score -1359546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1359547.125000 Penalty: 904.457764
	Iteration 102Q: 3 clusters Score -1359547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1359548.500000 Penalty: 904.457764
	Iteration 103Q: 3 clusters Score -1359548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1359548.250000 Penalty: 904.457764
	Iteration 104Q: 3 clusters Score -1359548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1359549.000000 Penalty: 904.457764
	Iteration 105Q: 3 clusters Score -1359549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1359548.625000 Penalty: 904.457764
	Iteration 106Q: 3 clusters Score -1359549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1359554.500000 Penalty: 904.457764
	Iteration 107Q: 3 clusters Score -1359554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1359557.625000 Penalty: 904.457764
	Iteration 108Q: 3 clusters Score -1359558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1359564.500000 Penalty: 904.457764
	Iteration 109Q: 3 clusters Score -1359564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1359569.500000 Penalty: 904.457764
	Iteration 110Q: 3 clusters Score -1359570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1359573.875000 Penalty: 904.457764
	Iteration 111Q: 3 clusters Score -1359574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1359576.125000 Penalty: 904.457764
	Iteration 112Q: 3 clusters Score -1359576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1359577.375000 Penalty: 904.457764
	Iteration 113Q: 3 clusters Score -1359577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1359581.375000 Penalty: 904.457764
	Iteration 114Q: 3 clusters Score -1359581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1359585.125000 Penalty: 904.457764
	Iteration 115Q: 3 clusters Score -1359585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1359590.750000 Penalty: 904.457764
	Iteration 116Q: 3 clusters Score -1359591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1359595.750000 Penalty: 904.457764
	Iteration 117Q: 3 clusters Score -1359596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1359599.500000 Penalty: 904.457764
	Iteration 118Q: 3 clusters Score -1359600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1359599.375000 Penalty: 904.457764
	Iteration 119Q: 3 clusters Score -1359599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1359602.875000 Penalty: 904.457764
	Iteration 120F: 3 clusters Score -1359603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1359607.375000 Penalty: 904.457764
	Iteration 121Q: 3 clusters Score -1359607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1359611.500000 Penalty: 904.457764
	Iteration 122Q: 3 clusters Score -1359612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1359618.125000 Penalty: 904.457764
	Iteration 123Q: 3 clusters Score -1359618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1359626.125000 Penalty: 904.457764
	Iteration 124Q: 3 clusters Score -1359626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1359630.250000 Penalty: 904.457764
	Iteration 125Q: 3 clusters Score -1359630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1359633.750000 Penalty: 904.457764
	Iteration 126Q: 3 clusters Score -1359634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1359634.500000 Penalty: 904.457764
	Iteration 127Q: 3 clusters Score -1359634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1359639.125000 Penalty: 904.457764
	Iteration 128Q: 3 clusters Score -1359639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1359640.750000 Penalty: 904.457764
	Iteration 129Q: 3 clusters Score -1359641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1359643.625000 Penalty: 904.457764
	Iteration 130Q: 3 clusters Score -1359644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1359644.375000 Penalty: 904.457764
	Iteration 131Q: 3 clusters Score -1359644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1359649.000000 Penalty: 904.457764
	Iteration 132Q: 3 clusters Score -1359649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1359647.625000 Penalty: 904.457764
	Iteration 133Q: 3 clusters Score -1359648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1359649.500000 Penalty: 904.457764
	Iteration 134Q: 3 clusters Score -1359650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1359652.000000 Penalty: 904.457764
	Iteration 135Q: 3 clusters Score -1359652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1359652.875000 Penalty: 904.457764
	Iteration 136Q: 3 clusters Score -1359653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1359652.125000 Penalty: 904.457764
	Iteration 137Q: 3 clusters Score -1359652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1359652.125000 Penalty: 904.457764
	Iteration 138F: 3 clusters Score -1359652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Entering Unmasked Estep 
Score: -5543644.500000 Penalty: 518.597168
	Iteration 0F: 2 clusters Score -5543644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5491302.500000 Penalty: 1037.194336
	Iteration 0F: 3 clusters Score -5491302 nChanged 43544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5520634.000000 Penalty: 1037.194336
	Iteration 1F: 3 clusters Score -5520634 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5524367.500000 Penalty: 1037.194336
	Iteration 2F: 3 clusters Score -5524368 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -5529987.000000 Penalty: 1037.194336
	Iteration 3F: 3 clusters Score -5529987 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5536565.500000 Penalty: 1037.194336
	Iteration 4F: 3 clusters Score -5536566 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5540172.500000 Penalty: 1037.194336
	Iteration 5F: 3 clusters Score -5540172 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5541141.000000 Penalty: 1037.194336
	Iteration 6Q: 3 clusters Score -5541141 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -5541510.000000 Penalty: 1037.194336
	Iteration 7Q: 3 clusters Score -5541510 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -5541802.500000 Penalty: 1037.194336
	Iteration 8Q: 3 clusters Score -5541802 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -5542026.500000 Penalty: 1037.194336
	Iteration 9Q: 3 clusters Score -5542026 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -5542298.500000 Penalty: 1037.194336
	Iteration 10Q: 3 clusters Score -5542298 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5542526.000000 Penalty: 1037.194336
	Iteration 11Q: 3 clusters Score -5542526 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5542796.500000 Penalty: 1037.194336
	Iteration 12Q: 3 clusters Score -5542796 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5543028.500000 Penalty: 1037.194336
	Iteration 13Q: 3 clusters Score -5543028 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5543232.500000 Penalty: 1037.194336
	Iteration 14Q: 3 clusters Score -5543232 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5543405.500000 Penalty: 1037.194336
	Iteration 15Q: 3 clusters Score -5543406 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5543515.000000 Penalty: 1037.194336
	Iteration 16Q: 3 clusters Score -5543515 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5543648.000000 Penalty: 1037.194336
	Iteration 17Q: 3 clusters Score -5543648 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -5543738.500000 Penalty: 1037.194336
	Iteration 18Q: 3 clusters Score -5543738 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5543863.500000 Penalty: 1037.194336
	Iteration 19Q: 3 clusters Score -5543864 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5543966.500000 Penalty: 1037.194336
	Iteration 20F: 3 clusters Score -5543966 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -5544082.500000 Penalty: 1037.194336
	Iteration 21Q: 3 clusters Score -5544082 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5544232.000000 Penalty: 1037.194336
	Iteration 22Q: 3 clusters Score -5544232 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5544400.500000 Penalty: 1037.194336
	Iteration 23Q: 3 clusters Score -5544400 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5544573.000000 Penalty: 1037.194336
	Iteration 24Q: 3 clusters Score -5544573 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -5544713.500000 Penalty: 1037.194336
	Iteration 25Q: 3 clusters Score -5544714 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5544841.000000 Penalty: 1037.194336
	Iteration 26Q: 3 clusters Score -5544841 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5545001.000000 Penalty: 1037.194336
	Iteration 27Q: 3 clusters Score -5545001 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5545151.000000 Penalty: 1037.194336
	Iteration 28Q: 3 clusters Score -5545151 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5545323.500000 Penalty: 1037.194336
	Iteration 29Q: 3 clusters Score -5545324 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -5545522.500000 Penalty: 1037.194336
	Iteration 30Q: 3 clusters Score -5545522 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5545675.500000 Penalty: 1037.194336
	Iteration 31Q: 3 clusters Score -5545676 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -5545835.000000 Penalty: 1037.194336
	Iteration 32Q: 3 clusters Score -5545835 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5545976.500000 Penalty: 1037.194336
	Iteration 33Q: 3 clusters Score -5545976 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -5546140.500000 Penalty: 1037.194336
	Iteration 34Q: 3 clusters Score -5546140 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5546328.000000 Penalty: 1037.194336
	Iteration 35Q: 3 clusters Score -5546328 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -5546547.000000 Penalty: 1037.194336
	Iteration 36Q: 3 clusters Score -5546547 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -5546787.500000 Penalty: 1037.194336
	Iteration 37Q: 3 clusters Score -5546788 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5547095.000000 Penalty: 1037.194336
	Iteration 38Q: 3 clusters Score -5547095 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5547423.500000 Penalty: 1037.194336
	Iteration 39Q: 3 clusters Score -5547424 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5547712.000000 Penalty: 1037.194336
	Iteration 40F: 3 clusters Score -5547712 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5547905.000000 Penalty: 1037.194336
	Iteration 41Q: 3 clusters Score -5547905 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5547974.000000 Penalty: 1037.194336
	Iteration 42Q: 3 clusters Score -5547974 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -5547931.500000 Penalty: 1037.194336
	Iteration 43Q: 3 clusters Score -5547932 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -5547709.000000 Penalty: 1037.194336
	Iteration 44Q: 3 clusters Score -5547709 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -5547506.500000 Penalty: 1037.194336
	Iteration 45Q: 3 clusters Score -5547506 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5547169.000000 Penalty: 1037.194336
	Iteration 46Q: 3 clusters Score -5547169 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5546779.000000 Penalty: 1037.194336
	Iteration 47Q: 3 clusters Score -5546779 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5546384.500000 Penalty: 1037.194336
	Iteration 48Q: 3 clusters Score -5546384 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5546068.000000 Penalty: 1037.194336
	Iteration 49Q: 3 clusters Score -5546068 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5545783.000000 Penalty: 1037.194336
	Iteration 50Q: 3 clusters Score -5545783 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5545477.000000 Penalty: 1037.194336
	Iteration 51Q: 3 clusters Score -5545477 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5545264.500000 Penalty: 1037.194336
	Iteration 52Q: 3 clusters Score -5545264 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5545028.000000 Penalty: 1037.194336
	Iteration 53Q: 3 clusters Score -5545028 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5544897.000000 Penalty: 1037.194336
	Iteration 54Q: 3 clusters Score -5544897 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5544770.500000 Penalty: 1037.194336
	Iteration 55Q: 3 clusters Score -5544770 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5544697.500000 Penalty: 1037.194336
	Iteration 56Q: 3 clusters Score -5544698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5544552.000000 Penalty: 1037.194336
	Iteration 57Q: 3 clusters Score -5544552 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5544444.000000 Penalty: 1037.194336
	Iteration 58Q: 3 clusters Score -5544444 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5544327.000000 Penalty: 1037.194336
	Iteration 59Q: 3 clusters Score -5544327 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5544243.000000 Penalty: 1037.194336
	Iteration 60F: 3 clusters Score -5544243 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5544137.500000 Penalty: 1037.194336
	Iteration 61Q: 3 clusters Score -5544138 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5544077.500000 Penalty: 1037.194336
	Iteration 62Q: 3 clusters Score -5544078 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5544068.000000 Penalty: 1037.194336
	Iteration 63Q: 3 clusters Score -5544068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5543986.500000 Penalty: 1037.194336
	Iteration 64Q: 3 clusters Score -5543986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5543928.000000 Penalty: 1037.194336
	Iteration 65Q: 3 clusters Score -5543928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5543856.500000 Penalty: 1037.194336
	Iteration 66Q: 3 clusters Score -5543856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88228 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5543847.500000 Penalty: 1037.194336
	Iteration 67Q: 3 clusters Score -5543848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88302 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5543804.000000 Penalty: 1037.194336
	Iteration 68Q: 3 clusters Score -5543804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5543759.000000 Penalty: 1037.194336
	Iteration 69Q: 3 clusters Score -5543759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5543731.000000 Penalty: 1037.194336
	Iteration 70Q: 3 clusters Score -5543731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5543665.500000 Penalty: 1037.194336
	Iteration 71Q: 3 clusters Score -5543666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5543632.000000 Penalty: 1037.194336
	Iteration 72Q: 3 clusters Score -5543632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5543632.000000 Penalty: 1037.194336
	Iteration 73Q: 3 clusters Score -5543632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5543609.000000 Penalty: 1037.194336
	Iteration 74Q: 3 clusters Score -5543609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5543615.500000 Penalty: 1037.194336
	Iteration 75Q: 3 clusters Score -5543616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5543618.000000 Penalty: 1037.194336
	Iteration 76Q: 3 clusters Score -5543618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5543602.500000 Penalty: 1037.194336
	Iteration 77Q: 3 clusters Score -5543602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5543605.000000 Penalty: 1037.194336
	Iteration 78Q: 3 clusters Score -5543605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5543613.500000 Penalty: 1037.194336
	Iteration 79Q: 3 clusters Score -5543614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5543615.000000 Penalty: 1037.194336
	Iteration 80F: 3 clusters Score -5543615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5543627.500000 Penalty: 1037.194336
	Iteration 81Q: 3 clusters Score -5543628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5543606.000000 Penalty: 1037.194336
	Iteration 82Q: 3 clusters Score -5543606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5543623.000000 Penalty: 1037.194336
	Iteration 83Q: 3 clusters Score -5543623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5543614.000000 Penalty: 1037.194336
	Iteration 84Q: 3 clusters Score -5543614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5543609.000000 Penalty: 1037.194336
	Iteration 85Q: 3 clusters Score -5543609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5543605.500000 Penalty: 1037.194336
	Iteration 86Q: 3 clusters Score -5543606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5543590.500000 Penalty: 1037.194336
	Iteration 87Q: 3 clusters Score -5543590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5543604.000000 Penalty: 1037.194336
	Iteration 88Q: 3 clusters Score -5543604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5543601.000000 Penalty: 1037.194336
	Iteration 89Q: 3 clusters Score -5543601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5543599.500000 Penalty: 1037.194336
	Iteration 90Q: 3 clusters Score -5543600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5543600.500000 Penalty: 1037.194336
	Iteration 91Q: 3 clusters Score -5543600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5543598.500000 Penalty: 1037.194336
	Iteration 92Q: 3 clusters Score -5543598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5543596.500000 Penalty: 1037.194336
	Iteration 93Q: 3 clusters Score -5543596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5543593.500000 Penalty: 1037.194336
	Iteration 94Q: 3 clusters Score -5543594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5543588.000000 Penalty: 1037.194336
	Iteration 95Q: 3 clusters Score -5543588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5543588.000000 Penalty: 1037.194336
	Iteration 96F: 3 clusters Score -5543588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Entering Unmasked Estep 
Score: -2781457.000000 Penalty: 484.999390
	Iteration 0F: 2 clusters Score -2781457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2753349.000000 Penalty: 969.998779
	Iteration 0F: 3 clusters Score -2753349 nChanged 20494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2765639.250000 Penalty: 969.998779
	Iteration 1F: 3 clusters Score -2765639 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -2767177.750000 Penalty: 969.998779
	Iteration 2F: 3 clusters Score -2767178 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -2769821.000000 Penalty: 969.998779
	Iteration 3F: 3 clusters Score -2769821 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -2773567.500000 Penalty: 969.998779
	Iteration 4F: 3 clusters Score -2773568 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -2777245.750000 Penalty: 969.998779
	Iteration 5F: 3 clusters Score -2777246 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -2779941.500000 Penalty: 969.998779
	Iteration 6Q: 3 clusters Score -2779942 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -2780768.500000 Penalty: 969.998779
	Iteration 7Q: 3 clusters Score -2780768 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -2780995.500000 Penalty: 969.998779
	Iteration 8Q: 3 clusters Score -2780996 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -2781036.750000 Penalty: 969.998779
	Iteration 9Q: 3 clusters Score -2781037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -2781055.750000 Penalty: 969.998779
	Iteration 10Q: 3 clusters Score -2781056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -2781056.750000 Penalty: 969.998779
	Iteration 11Q: 3 clusters Score -2781057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -2781074.250000 Penalty: 969.998779
	Iteration 12Q: 3 clusters Score -2781074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -2781076.000000 Penalty: 969.998779
	Iteration 13Q: 3 clusters Score -2781076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -2781082.000000 Penalty: 969.998779
	Iteration 14Q: 3 clusters Score -2781082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -2781083.250000 Penalty: 969.998779
	Iteration 15Q: 3 clusters Score -2781083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -2781084.250000 Penalty: 969.998779
	Iteration 16Q: 3 clusters Score -2781084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -2781086.000000 Penalty: 969.998779
	Iteration 17Q: 3 clusters Score -2781086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -2781089.750000 Penalty: 969.998779
	Iteration 18Q: 3 clusters Score -2781090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -2781089.750000 Penalty: 969.998779
	Iteration 19Q: 3 clusters Score -2781090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -2781090.000000 Penalty: 969.998779
	Iteration 20F: 3 clusters Score -2781090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -2781087.500000 Penalty: 969.998779
	Iteration 21Q: 3 clusters Score -2781088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -2781088.750000 Penalty: 969.998779
	Iteration 22Q: 3 clusters Score -2781089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -2781090.250000 Penalty: 969.998779
	Iteration 23Q: 3 clusters Score -2781090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -2781090.250000 Penalty: 969.998779
	Iteration 24F: 3 clusters Score -2781090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -97898.570312 Penalty: 332.416626
	Iteration 0F: 2 clusters Score -97898.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -96810.242188 Penalty: 664.833252
	Iteration 0F: 3 clusters Score -96810.24 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -97122.437500 Penalty: 664.833252
	Iteration 1F: 3 clusters Score -97122.44 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -97180.375000 Penalty: 664.833252
	Iteration 2F: 3 clusters Score -97180.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -97213.460938 Penalty: 664.833252
	Iteration 3Q: 3 clusters Score -97213.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -97233.171875 Penalty: 664.833252
	Iteration 4Q: 3 clusters Score -97233.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -97249.226562 Penalty: 664.833252
	Iteration 5Q: 3 clusters Score -97249.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -97269.015625 Penalty: 664.833252
	Iteration 6Q: 3 clusters Score -97269.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -97286.437500 Penalty: 664.833252
	Iteration 7Q: 3 clusters Score -97286.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -97308.406250 Penalty: 664.833252
	Iteration 8Q: 3 clusters Score -97308.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -97330.742188 Penalty: 664.833252
	Iteration 9Q: 3 clusters Score -97330.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -97354.398438 Penalty: 664.833252
	Iteration 10Q: 3 clusters Score -97354.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -97376.382812 Penalty: 664.833252
	Iteration 11Q: 3 clusters Score -97376.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -97399.000000 Penalty: 664.833252
	Iteration 12Q: 3 clusters Score -97399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -97421.195312 Penalty: 664.833252
	Iteration 13Q: 3 clusters Score -97421.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -97451.390625 Penalty: 664.833252
	Iteration 14Q: 3 clusters Score -97451.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -97485.921875 Penalty: 664.833252
	Iteration 15Q: 3 clusters Score -97485.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -97514.843750 Penalty: 664.833252
	Iteration 16Q: 3 clusters Score -97514.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -97546.578125 Penalty: 664.833252
	Iteration 17Q: 3 clusters Score -97546.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -97564.656250 Penalty: 664.833252
	Iteration 18Q: 3 clusters Score -97564.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -97581.023438 Penalty: 664.833252
	Iteration 19Q: 3 clusters Score -97581.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -97592.039062 Penalty: 664.833252
	Iteration 20F: 3 clusters Score -97592.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -97601.093750 Penalty: 664.833252
	Iteration 21Q: 3 clusters Score -97601.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -97607.507812 Penalty: 664.833252
	Iteration 22Q: 3 clusters Score -97607.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -97609.156250 Penalty: 664.833252
	Iteration 23Q: 3 clusters Score -97609.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -97609.156250 Penalty: 664.833252
	Iteration 24F: 3 clusters Score -97609.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (76102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Entering Unmasked Estep 
Score: -4863344.500000 Penalty: 511.412262
	Iteration 0F: 2 clusters Score -4863344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4812573.500000 Penalty: 1022.824524
	Iteration 0F: 3 clusters Score -4812574 nChanged 37216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -4834601.000000 Penalty: 1022.824524
	Iteration 1F: 3 clusters Score -4834601 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -4835475.500000 Penalty: 1022.824524
	Iteration 2Q: 3 clusters Score -4835476 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -4836723.000000 Penalty: 1022.824524
	Iteration 3Q: 3 clusters Score -4836723 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4839033.500000 Penalty: 1022.824524
	Iteration 4F: 3 clusters Score -4839034 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -4842986.500000 Penalty: 1022.824524
	Iteration 5F: 3 clusters Score -4842986 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4848029.000000 Penalty: 1022.824524
	Iteration 6F: 3 clusters Score -4848029 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4851613.000000 Penalty: 1022.824524
	Iteration 7F: 3 clusters Score -4851613 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4852908.500000 Penalty: 1022.824524
	Iteration 8Q: 3 clusters Score -4852908 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4853332.500000 Penalty: 1022.824524
	Iteration 9Q: 3 clusters Score -4853332 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4853628.000000 Penalty: 1022.824524
	Iteration 10Q: 3 clusters Score -4853628 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4853838.500000 Penalty: 1022.824524
	Iteration 11Q: 3 clusters Score -4853838 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4854032.000000 Penalty: 1022.824524
	Iteration 12Q: 3 clusters Score -4854032 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4854210.500000 Penalty: 1022.824524
	Iteration 13Q: 3 clusters Score -4854210 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4854371.000000 Penalty: 1022.824524
	Iteration 14Q: 3 clusters Score -4854371 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -4854477.500000 Penalty: 1022.824524
	Iteration 15Q: 3 clusters Score -4854478 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4854586.000000 Penalty: 1022.824524
	Iteration 16Q: 3 clusters Score -4854586 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4854658.000000 Penalty: 1022.824524
	Iteration 17Q: 3 clusters Score -4854658 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4854732.500000 Penalty: 1022.824524
	Iteration 18Q: 3 clusters Score -4854732 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4854794.500000 Penalty: 1022.824524
	Iteration 19Q: 3 clusters Score -4854794 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4854829.500000 Penalty: 1022.824524
	Iteration 20F: 3 clusters Score -4854830 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4854849.000000 Penalty: 1022.824524
	Iteration 21Q: 3 clusters Score -4854849 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4854850.500000 Penalty: 1022.824524
	Iteration 22Q: 3 clusters Score -4854850 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4854845.000000 Penalty: 1022.824524
	Iteration 23Q: 3 clusters Score -4854845 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -4854857.500000 Penalty: 1022.824524
	Iteration 24Q: 3 clusters Score -4854858 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4854848.000000 Penalty: 1022.824524
	Iteration 25Q: 3 clusters Score -4854848 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4854863.000000 Penalty: 1022.824524
	Iteration 26Q: 3 clusters Score -4854863 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4854854.500000 Penalty: 1022.824524
	Iteration 27Q: 3 clusters Score -4854854 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4854837.500000 Penalty: 1022.824524
	Iteration 28Q: 3 clusters Score -4854838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4854821.000000 Penalty: 1022.824524
	Iteration 29Q: 3 clusters Score -4854821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4854803.000000 Penalty: 1022.824524
	Iteration 30Q: 3 clusters Score -4854803 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4854797.500000 Penalty: 1022.824524
	Iteration 31Q: 3 clusters Score -4854798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4854792.000000 Penalty: 1022.824524
	Iteration 32Q: 3 clusters Score -4854792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4854780.000000 Penalty: 1022.824524
	Iteration 33Q: 3 clusters Score -4854780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4854786.000000 Penalty: 1022.824524
	Iteration 34Q: 3 clusters Score -4854786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4854782.500000 Penalty: 1022.824524
	Iteration 35Q: 3 clusters Score -4854782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4854784.500000 Penalty: 1022.824524
	Iteration 36Q: 3 clusters Score -4854784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4854786.000000 Penalty: 1022.824524
	Iteration 37Q: 3 clusters Score -4854786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4854783.000000 Penalty: 1022.824524
	Iteration 38Q: 3 clusters Score -4854783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4854782.000000 Penalty: 1022.824524
	Iteration 39Q: 3 clusters Score -4854782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4854782.500000 Penalty: 1022.824524
	Iteration 40F: 3 clusters Score -4854782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4854779.500000 Penalty: 1022.824524
	Iteration 41Q: 3 clusters Score -4854780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4854778.500000 Penalty: 1022.824524
	Iteration 42Q: 3 clusters Score -4854778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4854777.500000 Penalty: 1022.824524
	Iteration 43Q: 3 clusters Score -4854778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4854776.000000 Penalty: 1022.824524
	Iteration 44Q: 3 clusters Score -4854776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4854775.000000 Penalty: 1022.824524
	Iteration 45Q: 3 clusters Score -4854775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4854773.000000 Penalty: 1022.824524
	Iteration 46Q: 3 clusters Score -4854773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4854775.000000 Penalty: 1022.824524
	Iteration 47Q: 3 clusters Score -4854775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4854774.500000 Penalty: 1022.824524
	Iteration 48Q: 3 clusters Score -4854774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4854774.500000 Penalty: 1022.824524
	Iteration 49Q: 3 clusters Score -4854774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4854781.000000 Penalty: 1022.824524
	Iteration 50Q: 3 clusters Score -4854781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4854783.000000 Penalty: 1022.824524
	Iteration 51Q: 3 clusters Score -4854783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4854788.000000 Penalty: 1022.824524
	Iteration 52Q: 3 clusters Score -4854788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4854788.000000 Penalty: 1022.824524
	Iteration 53Q: 3 clusters Score -4854788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4854785.000000 Penalty: 1022.824524
	Iteration 54Q: 3 clusters Score -4854785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4854791.500000 Penalty: 1022.824524
	Iteration 55Q: 3 clusters Score -4854792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4854786.500000 Penalty: 1022.824524
	Iteration 56Q: 3 clusters Score -4854786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4854786.500000 Penalty: 1022.824524
	Iteration 57F: 3 clusters Score -4854786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -84370.632812 Penalty: 324.926636
	Iteration 0F: 2 clusters Score -84370.63 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 642 members 
Entering Unmasked Estep 
Score: -83392.265625 Penalty: 649.853271
	Iteration 0F: 3 clusters Score -83392.27 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -83638.453125 Penalty: 649.853271
	Iteration 1F: 3 clusters Score -83638.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -83693.242188 Penalty: 649.853271
	Iteration 2F: 3 clusters Score -83693.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -83729.593750 Penalty: 649.853271
	Iteration 3F: 3 clusters Score -83729.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -83762.156250 Penalty: 649.853271
	Iteration 4Q: 3 clusters Score -83762.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -83799.601562 Penalty: 649.853271
	Iteration 5Q: 3 clusters Score -83799.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -83839.843750 Penalty: 649.853271
	Iteration 6Q: 3 clusters Score -83839.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -83882.156250 Penalty: 649.853271
	Iteration 7Q: 3 clusters Score -83882.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -83924.812500 Penalty: 649.853271
	Iteration 8Q: 3 clusters Score -83924.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -83959.414062 Penalty: 649.853271
	Iteration 9Q: 3 clusters Score -83959.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -83990.562500 Penalty: 649.853271
	Iteration 10Q: 3 clusters Score -83990.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -84017.031250 Penalty: 649.853271
	Iteration 11Q: 3 clusters Score -84017.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -84038.703125 Penalty: 649.853271
	Iteration 12Q: 3 clusters Score -84038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -84049.664062 Penalty: 649.853271
	Iteration 13Q: 3 clusters Score -84049.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -84061.125000 Penalty: 649.853271
	Iteration 14Q: 3 clusters Score -84061.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -84070.656250 Penalty: 649.853271
	Iteration 15Q: 3 clusters Score -84070.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -84074.335938 Penalty: 649.853271
	Iteration 16Q: 3 clusters Score -84074.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -84077.890625 Penalty: 649.853271
	Iteration 17Q: 3 clusters Score -84077.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -84080.687500 Penalty: 649.853271
	Iteration 18Q: 3 clusters Score -84080.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -84084.789062 Penalty: 649.853271
	Iteration 19Q: 3 clusters Score -84084.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -84088.601562 Penalty: 649.853271
	Iteration 20F: 3 clusters Score -84088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -84092.328125 Penalty: 649.853271
	Iteration 21Q: 3 clusters Score -84092.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -84093.742188 Penalty: 649.853271
	Iteration 22Q: 3 clusters Score -84093.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -84094.898438 Penalty: 649.853271
	Iteration 23Q: 3 clusters Score -84094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -84095.546875 Penalty: 649.853271
	Iteration 24Q: 3 clusters Score -84095.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -84095.546875 Penalty: 649.853271
	Iteration 25F: 3 clusters Score -84095.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 43047 members 
Mstep: Class 7 contains 44787 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 81284 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 77783 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51600 members 
Mstep: Class 17 contains 14968 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 16331 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 29977 members 
Mstep: Class 23 contains 3586 members 
Mstep: Class 24 contains 2862 members 
Mstep: Class 25 contains 9701 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15306 members 
Mstep: Class 29 contains 20725 members 
Mstep: Class 30 contains 89120 members 
Mstep: Class 31 contains 42588 members 
Mstep: Class 32 contains 1489 members 
Mstep: Class 33 contains 76102 members 
Mstep: Class 34 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241624.000000 Penalty: 20813.578125
Iteration 319Q: 35 clusters Score -4.224162e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 43047 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 13562 members 
Mstep: Class 11 contains 81315 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 77734 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51560 members 
Mstep: Class 17 contains 14957 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 16356 members 
Mstep: Class 21 contains 12325 members 
Mstep: Class 22 contains 29974 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15296 members 
Mstep: Class 29 contains 20697 members 
Mstep: Class 30 contains 89119 members 
Mstep: Class 31 contains 42582 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 76138 members 
Mstep: Class 34 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241592.000000 Penalty: 20813.578125
Iteration 320F: 35 clusters Score -4.224159e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3909 members 
Mstep: Class 6 contains 43054 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 13562 members 
Mstep: Class 11 contains 81351 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 77686 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51517 members 
Mstep: Class 17 contains 14946 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 16379 members 
Mstep: Class 21 contains 12334 members 
Mstep: Class 22 contains 29975 members 
Mstep: Class 23 contains 3583 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 9783 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15287 members 
Mstep: Class 29 contains 20672 members 
Mstep: Class 30 contains 89122 members 
Mstep: Class 31 contains 42573 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76153 members 
Mstep: Class 34 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241524.000000 Penalty: 20813.578125
Iteration 321Q: 35 clusters Score -4.224152e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 43057 members 
Mstep: Class 7 contains 44866 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 81392 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 77627 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51480 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 20970 members 
Mstep: Class 20 contains 16408 members 
Mstep: Class 21 contains 12333 members 
Mstep: Class 22 contains 29985 members 
Mstep: Class 23 contains 3580 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 9825 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15273 members 
Mstep: Class 29 contains 20645 members 
Mstep: Class 30 contains 89111 members 
Mstep: Class 31 contains 42562 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76170 members 
Mstep: Class 34 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241480.000000 Penalty: 20813.578125
Iteration 322Q: 35 clusters Score -4.224148e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 43065 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 81410 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 77593 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51439 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20973 members 
Mstep: Class 20 contains 16429 members 
Mstep: Class 21 contains 12333 members 
Mstep: Class 22 contains 29987 members 
Mstep: Class 23 contains 3577 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 9874 members 
Mstep: Class 26 contains 4673 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 15255 members 
Mstep: Class 29 contains 20621 members 
Mstep: Class 30 contains 89092 members 
Mstep: Class 31 contains 42569 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 76208 members 
Mstep: Class 34 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241520.000000 Penalty: 20813.578125
Iteration 323Q: 35 clusters Score -4.224152e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 43066 members 
Mstep: Class 7 contains 44899 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 10 contains 13544 members 
Mstep: Class 11 contains 81406 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 77583 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51377 members 
Mstep: Class 17 contains 14921 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 16451 members 
Mstep: Class 21 contains 12334 members 
Mstep: Class 22 contains 29988 members 
Mstep: Class 23 contains 3575 members 
Mstep: Class 24 contains 2884 members 
Mstep: Class 25 contains 9925 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 15245 members 
Mstep: Class 29 contains 20622 members 
Mstep: Class 30 contains 89076 members 
Mstep: Class 31 contains 42566 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 76248 members 
Mstep: Class 34 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241524.000000 Penalty: 20813.578125
Iteration 324Q: 35 clusters Score -4.224152e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 44903 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 81398 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 77588 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51326 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20980 members 
Mstep: Class 20 contains 16465 members 
Mstep: Class 21 contains 12333 members 
Mstep: Class 22 contains 29991 members 
Mstep: Class 23 contains 3574 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 4661 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 15232 members 
Mstep: Class 29 contains 20622 members 
Mstep: Class 30 contains 89057 members 
Mstep: Class 31 contains 42568 members 
Mstep: Class 32 contains 1489 members 
Mstep: Class 33 contains 76272 members 
Mstep: Class 34 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241544.000000 Penalty: 20813.578125
Iteration 325Q: 35 clusters Score -4.224154e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 43069 members 
Mstep: Class 7 contains 44915 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 81386 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 77614 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51267 members 
Mstep: Class 17 contains 14911 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20985 members 
Mstep: Class 20 contains 16478 members 
Mstep: Class 21 contains 12336 members 
Mstep: Class 22 contains 29993 members 
Mstep: Class 23 contains 3572 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 4649 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15225 members 
Mstep: Class 29 contains 20605 members 
Mstep: Class 30 contains 89040 members 
Mstep: Class 31 contains 42574 members 
Mstep: Class 32 contains 1491 members 
Mstep: Class 33 contains 76291 members 
Mstep: Class 34 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241580.000000 Penalty: 20813.578125
Iteration 326Q: 35 clusters Score -4.224158e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 44932 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 13525 members 
Mstep: Class 11 contains 81375 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 77645 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51199 members 
Mstep: Class 17 contains 14902 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20984 members 
Mstep: Class 20 contains 16497 members 
Mstep: Class 21 contains 12340 members 
Mstep: Class 22 contains 29996 members 
Mstep: Class 23 contains 3570 members 
Mstep: Class 24 contains 2895 members 
Mstep: Class 25 contains 10129 members 
Mstep: Class 26 contains 4642 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15206 members 
Mstep: Class 29 contains 20588 members 
Mstep: Class 30 contains 89026 members 
Mstep: Class 31 contains 42567 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 76299 members 
Mstep: Class 34 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241528.000000 Penalty: 20813.578125
Iteration 327Q: 35 clusters Score -4.224153e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 44947 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 13520 members 
Mstep: Class 11 contains 81379 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 77669 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51139 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20982 members 
Mstep: Class 20 contains 16508 members 
Mstep: Class 21 contains 12340 members 
Mstep: Class 22 contains 30002 members 
Mstep: Class 23 contains 3568 members 
Mstep: Class 24 contains 2898 members 
Mstep: Class 25 contains 10201 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15187 members 
Mstep: Class 29 contains 20570 members 
Mstep: Class 30 contains 89012 members 
Mstep: Class 31 contains 42575 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 76298 members 
Mstep: Class 34 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241700.000000 Penalty: 20813.578125
Iteration 328Q: 35 clusters Score -4.22417e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 44960 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 13515 members 
Mstep: Class 11 contains 81365 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 77698 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51065 members 
Mstep: Class 17 contains 14888 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20981 members 
Mstep: Class 20 contains 16535 members 
Mstep: Class 21 contains 12341 members 
Mstep: Class 22 contains 30002 members 
Mstep: Class 23 contains 3566 members 
Mstep: Class 24 contains 2903 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15172 members 
Mstep: Class 29 contains 20562 members 
Mstep: Class 30 contains 89016 members 
Mstep: Class 31 contains 42565 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 76298 members 
Mstep: Class 34 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241744.000000 Penalty: 20813.578125
Iteration 329Q: 35 clusters Score -4.224174e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 43069 members 
Mstep: Class 7 contains 44970 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 81375 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 77706 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51001 members 
Mstep: Class 17 contains 14885 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20979 members 
Mstep: Class 20 contains 16570 members 
Mstep: Class 21 contains 12345 members 
Mstep: Class 22 contains 30006 members 
Mstep: Class 23 contains 3566 members 
Mstep: Class 24 contains 2906 members 
Mstep: Class 25 contains 10322 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 20537 members 
Mstep: Class 30 contains 89027 members 
Mstep: Class 31 contains 42549 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 76315 members 
Mstep: Class 34 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241744.000000 Penalty: 20813.578125
Iteration 330Q: 35 clusters Score -4.224174e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 43069 members 
Mstep: Class 7 contains 44975 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 13503 members 
Mstep: Class 11 contains 81374 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 77701 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50947 members 
Mstep: Class 17 contains 14883 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20981 members 
Mstep: Class 20 contains 16612 members 
Mstep: Class 21 contains 12352 members 
Mstep: Class 22 contains 30008 members 
Mstep: Class 23 contains 3560 members 
Mstep: Class 24 contains 2913 members 
Mstep: Class 25 contains 10369 members 
Mstep: Class 26 contains 4631 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15139 members 
Mstep: Class 29 contains 20524 members 
Mstep: Class 30 contains 89034 members 
Mstep: Class 31 contains 42530 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 76346 members 
Mstep: Class 34 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241676.000000 Penalty: 20813.578125
Iteration 331Q: 35 clusters Score -4.224168e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 44974 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 13490 members 
Mstep: Class 11 contains 81348 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 77714 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50897 members 
Mstep: Class 17 contains 14881 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20978 members 
Mstep: Class 20 contains 16658 members 
Mstep: Class 21 contains 12355 members 
Mstep: Class 22 contains 30011 members 
Mstep: Class 23 contains 3560 members 
Mstep: Class 24 contains 2919 members 
Mstep: Class 25 contains 10440 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15128 members 
Mstep: Class 29 contains 20526 members 
Mstep: Class 30 contains 89047 members 
Mstep: Class 31 contains 42503 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 76345 members 
Mstep: Class 34 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241760.000000 Penalty: 20813.578125
Iteration 332Q: 35 clusters Score -4.224176e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 43072 members 
Mstep: Class 7 contains 44978 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 81320 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 77726 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50856 members 
Mstep: Class 17 contains 14878 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20977 members 
Mstep: Class 20 contains 16690 members 
Mstep: Class 21 contains 12353 members 
Mstep: Class 22 contains 30018 members 
Mstep: Class 23 contains 3553 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 10517 members 
Mstep: Class 26 contains 4631 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15107 members 
Mstep: Class 29 contains 20539 members 
Mstep: Class 30 contains 89066 members 
Mstep: Class 31 contains 42491 members 
Mstep: Class 32 contains 1491 members 
Mstep: Class 33 contains 76317 members 
Mstep: Class 34 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241848.000000 Penalty: 20813.578125
Iteration 333Q: 35 clusters Score -4.224185e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 43073 members 
Mstep: Class 7 contains 44975 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 81288 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 77751 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50797 members 
Mstep: Class 17 contains 14876 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20977 members 
Mstep: Class 20 contains 16709 members 
Mstep: Class 21 contains 12360 members 
Mstep: Class 22 contains 30025 members 
Mstep: Class 23 contains 3552 members 
Mstep: Class 24 contains 2931 members 
Mstep: Class 25 contains 10602 members 
Mstep: Class 26 contains 4630 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15089 members 
Mstep: Class 29 contains 20553 members 
Mstep: Class 30 contains 89087 members 
Mstep: Class 31 contains 42484 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 76302 members 
Mstep: Class 34 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241860.000000 Penalty: 20813.578125
Iteration 334Q: 35 clusters Score -4.224186e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 43076 members 
Mstep: Class 7 contains 44973 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 81275 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 77778 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50733 members 
Mstep: Class 17 contains 14874 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 16729 members 
Mstep: Class 21 contains 12352 members 
Mstep: Class 22 contains 30030 members 
Mstep: Class 23 contains 3553 members 
Mstep: Class 24 contains 2940 members 
Mstep: Class 25 contains 10687 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15074 members 
Mstep: Class 29 contains 20564 members 
Mstep: Class 30 contains 89096 members 
Mstep: Class 31 contains 42475 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 76282 members 
Mstep: Class 34 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241984.000000 Penalty: 20813.578125
Iteration 335Q: 35 clusters Score -4.224198e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 43077 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 13445 members 
Mstep: Class 11 contains 81254 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 77809 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50664 members 
Mstep: Class 17 contains 14872 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20976 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 12347 members 
Mstep: Class 22 contains 30031 members 
Mstep: Class 23 contains 3552 members 
Mstep: Class 24 contains 2947 members 
Mstep: Class 25 contains 10783 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15063 members 
Mstep: Class 29 contains 20567 members 
Mstep: Class 30 contains 89101 members 
Mstep: Class 31 contains 42480 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76261 members 
Mstep: Class 34 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241984.000000 Penalty: 20813.578125
Iteration 336Q: 35 clusters Score -4.224198e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 43076 members 
Mstep: Class 7 contains 44986 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 13430 members 
Mstep: Class 11 contains 81236 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 77825 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50613 members 
Mstep: Class 17 contains 14866 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 16771 members 
Mstep: Class 21 contains 12346 members 
Mstep: Class 22 contains 30032 members 
Mstep: Class 23 contains 3547 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 10867 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15050 members 
Mstep: Class 29 contains 20570 members 
Mstep: Class 30 contains 89094 members 
Mstep: Class 31 contains 42464 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76266 members 
Mstep: Class 34 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241908.000000 Penalty: 20813.578125
Iteration 337Q: 35 clusters Score -4.224191e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 43075 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 13416 members 
Mstep: Class 11 contains 81239 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3128 members 
Mstep: Class 14 contains 77843 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50562 members 
Mstep: Class 17 contains 14871 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 16794 members 
Mstep: Class 21 contains 12344 members 
Mstep: Class 22 contains 30032 members 
Mstep: Class 23 contains 3544 members 
Mstep: Class 24 contains 2968 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15032 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 89096 members 
Mstep: Class 31 contains 42456 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76247 members 
Mstep: Class 34 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242000.000000 Penalty: 20813.578125
Iteration 338Q: 35 clusters Score -4.2242e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 43076 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 13406 members 
Mstep: Class 11 contains 81229 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 77866 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50509 members 
Mstep: Class 17 contains 14868 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20970 members 
Mstep: Class 20 contains 16822 members 
Mstep: Class 21 contains 12347 members 
Mstep: Class 22 contains 30035 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 11017 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 15005 members 
Mstep: Class 29 contains 20530 members 
Mstep: Class 30 contains 89107 members 
Mstep: Class 31 contains 42426 members 
Mstep: Class 32 contains 1479 members 
Mstep: Class 33 contains 76227 members 
Mstep: Class 34 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241972.000000 Penalty: 20813.578125
Iteration 339Q: 35 clusters Score -4.224197e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 43074 members 
Mstep: Class 7 contains 45037 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 13395 members 
Mstep: Class 11 contains 81218 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 77879 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50455 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20971 members 
Mstep: Class 20 contains 16841 members 
Mstep: Class 21 contains 12352 members 
Mstep: Class 22 contains 30035 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 11090 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14985 members 
Mstep: Class 29 contains 20499 members 
Mstep: Class 30 contains 89130 members 
Mstep: Class 31 contains 42406 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 76237 members 
Mstep: Class 34 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242020.000000 Penalty: 20813.578125
Iteration 340F: 35 clusters Score -4.224202e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 43072 members 
Mstep: Class 7 contains 45040 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 81204 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 77902 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50398 members 
Mstep: Class 17 contains 14860 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20970 members 
Mstep: Class 20 contains 16863 members 
Mstep: Class 21 contains 12360 members 
Mstep: Class 22 contains 30036 members 
Mstep: Class 23 contains 3535 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 11164 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14964 members 
Mstep: Class 29 contains 20478 members 
Mstep: Class 30 contains 89158 members 
Mstep: Class 31 contains 42384 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 76243 members 
Mstep: Class 34 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242040.000000 Penalty: 20813.578125
Iteration 341Q: 35 clusters Score -4.224204e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 45049 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 81176 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 77935 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50341 members 
Mstep: Class 17 contains 14860 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20962 members 
Mstep: Class 20 contains 16886 members 
Mstep: Class 21 contains 12366 members 
Mstep: Class 22 contains 30041 members 
Mstep: Class 23 contains 3535 members 
Mstep: Class 24 contains 3003 members 
Mstep: Class 25 contains 11232 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14953 members 
Mstep: Class 29 contains 20460 members 
Mstep: Class 30 contains 89178 members 
Mstep: Class 31 contains 42363 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 76236 members 
Mstep: Class 34 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242164.000000 Penalty: 20813.578125
Iteration 342Q: 35 clusters Score -4.224216e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 43061 members 
Mstep: Class 7 contains 45066 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 13360 members 
Mstep: Class 11 contains 81152 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 77986 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50286 members 
Mstep: Class 17 contains 14861 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20951 members 
Mstep: Class 20 contains 16906 members 
Mstep: Class 21 contains 12366 members 
Mstep: Class 22 contains 30048 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 3011 members 
Mstep: Class 25 contains 11301 members 
Mstep: Class 26 contains 4631 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14941 members 
Mstep: Class 29 contains 20436 members 
Mstep: Class 30 contains 89199 members 
Mstep: Class 31 contains 42350 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 76216 members 
Mstep: Class 34 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242180.000000 Penalty: 20813.578125
Iteration 343Q: 35 clusters Score -4.224218e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 43055 members 
Mstep: Class 7 contains 45079 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 13354 members 
Mstep: Class 11 contains 81112 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3101 members 
Mstep: Class 14 contains 78034 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50232 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20944 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 12368 members 
Mstep: Class 22 contains 30056 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 3017 members 
Mstep: Class 25 contains 11369 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14930 members 
Mstep: Class 29 contains 20411 members 
Mstep: Class 30 contains 89212 members 
Mstep: Class 31 contains 42343 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 76209 members 
Mstep: Class 34 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242188.000000 Penalty: 20813.578125
Iteration 344Q: 35 clusters Score -4.224219e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 43052 members 
Mstep: Class 7 contains 45094 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 13353 members 
Mstep: Class 11 contains 81112 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 78086 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50172 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20938 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 12368 members 
Mstep: Class 22 contains 30064 members 
Mstep: Class 23 contains 3529 members 
Mstep: Class 24 contains 3017 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14918 members 
Mstep: Class 29 contains 20372 members 
Mstep: Class 30 contains 89229 members 
Mstep: Class 31 contains 42346 members 
Mstep: Class 32 contains 1479 members 
Mstep: Class 33 contains 76189 members 
Mstep: Class 34 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242192.000000 Penalty: 20813.578125
Iteration 345Q: 35 clusters Score -4.224219e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 45103 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 13345 members 
Mstep: Class 11 contains 81156 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 78143 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50102 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20928 members 
Mstep: Class 20 contains 16929 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 3524 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 11480 members 
Mstep: Class 26 contains 4604 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14898 members 
Mstep: Class 29 contains 20330 members 
Mstep: Class 30 contains 89243 members 
Mstep: Class 31 contains 42352 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76149 members 
Mstep: Class 34 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242204.000000 Penalty: 20813.578125
Iteration 346Q: 35 clusters Score -4.22422e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 45115 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 13337 members 
Mstep: Class 11 contains 81225 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 14 contains 78198 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50035 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 16920 members 
Mstep: Class 21 contains 12370 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 3021 members 
Mstep: Class 25 contains 11515 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14875 members 
Mstep: Class 29 contains 20267 members 
Mstep: Class 30 contains 89249 members 
Mstep: Class 31 contains 42375 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76126 members 
Mstep: Class 34 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241964.000000 Penalty: 20813.578125
Iteration 347Q: 35 clusters Score -4.224196e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 43048 members 
Mstep: Class 7 contains 45127 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 13336 members 
Mstep: Class 11 contains 81286 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 78255 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49981 members 
Mstep: Class 17 contains 14870 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 12375 members 
Mstep: Class 22 contains 30069 members 
Mstep: Class 23 contains 3514 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14857 members 
Mstep: Class 29 contains 20203 members 
Mstep: Class 30 contains 89239 members 
Mstep: Class 31 contains 42392 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76093 members 
Mstep: Class 34 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242116.000000 Penalty: 20813.578125
Iteration 348Q: 35 clusters Score -4.224212e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 43046 members 
Mstep: Class 7 contains 45129 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 81334 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 78318 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49927 members 
Mstep: Class 17 contains 14870 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 16943 members 
Mstep: Class 21 contains 12388 members 
Mstep: Class 22 contains 30072 members 
Mstep: Class 23 contains 3513 members 
Mstep: Class 24 contains 3033 members 
Mstep: Class 25 contains 11589 members 
Mstep: Class 26 contains 4578 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14836 members 
Mstep: Class 29 contains 20137 members 
Mstep: Class 30 contains 89232 members 
Mstep: Class 31 contains 42390 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76072 members 
Mstep: Class 34 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242108.000000 Penalty: 20813.578125
Iteration 349Q: 35 clusters Score -4.224211e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 43047 members 
Mstep: Class 7 contains 45128 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 13330 members 
Mstep: Class 11 contains 81355 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 78380 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49867 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 16967 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 3511 members 
Mstep: Class 24 contains 3042 members 
Mstep: Class 25 contains 11625 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14832 members 
Mstep: Class 29 contains 20086 members 
Mstep: Class 30 contains 89240 members 
Mstep: Class 31 contains 42382 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76044 members 
Mstep: Class 34 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242184.000000 Penalty: 20813.578125
Iteration 350Q: 35 clusters Score -4.224218e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 43045 members 
Mstep: Class 7 contains 45117 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 13324 members 
Mstep: Class 11 contains 81355 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 78441 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49814 members 
Mstep: Class 17 contains 14862 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20909 members 
Mstep: Class 20 contains 16989 members 
Mstep: Class 21 contains 12414 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 3510 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 11662 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 20051 members 
Mstep: Class 30 contains 89251 members 
Mstep: Class 31 contains 42374 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76046 members 
Mstep: Class 34 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242204.000000 Penalty: 20813.578125
Iteration 351Q: 35 clusters Score -4.22422e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 43048 members 
Mstep: Class 7 contains 45113 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 13321 members 
Mstep: Class 11 contains 81371 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 78506 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49756 members 
Mstep: Class 17 contains 14859 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20909 members 
Mstep: Class 20 contains 17006 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 30076 members 
Mstep: Class 23 contains 3510 members 
Mstep: Class 24 contains 3051 members 
Mstep: Class 25 contains 11696 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 19990 members 
Mstep: Class 30 contains 89264 members 
Mstep: Class 31 contains 42361 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76041 members 
Mstep: Class 34 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242196.000000 Penalty: 20813.578125
Iteration 352Q: 35 clusters Score -4.22422e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 45110 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 13314 members 
Mstep: Class 11 contains 81387 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 78550 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49696 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 17012 members 
Mstep: Class 21 contains 12448 members 
Mstep: Class 22 contains 30078 members 
Mstep: Class 23 contains 3507 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 11723 members 
Mstep: Class 26 contains 4563 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14790 members 
Mstep: Class 29 contains 19946 members 
Mstep: Class 30 contains 89293 members 
Mstep: Class 31 contains 42360 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76030 members 
Mstep: Class 34 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242220.000000 Penalty: 20813.578125
Iteration 353Q: 35 clusters Score -4.224222e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 45102 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 81411 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3049 members 
Mstep: Class 14 contains 78603 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49642 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20903 members 
Mstep: Class 20 contains 16995 members 
Mstep: Class 21 contains 12469 members 
Mstep: Class 22 contains 30084 members 
Mstep: Class 23 contains 3505 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 11751 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14775 members 
Mstep: Class 29 contains 19917 members 
Mstep: Class 30 contains 89311 members 
Mstep: Class 31 contains 42380 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 76007 members 
Mstep: Class 34 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242144.000000 Penalty: 20813.578125
Iteration 354Q: 35 clusters Score -4.224214e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 43054 members 
Mstep: Class 7 contains 45096 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 81433 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 78644 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49598 members 
Mstep: Class 17 contains 14866 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20901 members 
Mstep: Class 20 contains 16976 members 
Mstep: Class 21 contains 12486 members 
Mstep: Class 22 contains 30083 members 
Mstep: Class 23 contains 3504 members 
Mstep: Class 24 contains 3063 members 
Mstep: Class 25 contains 11785 members 
Mstep: Class 26 contains 4552 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14761 members 
Mstep: Class 29 contains 19888 members 
Mstep: Class 30 contains 89338 members 
Mstep: Class 31 contains 42404 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 75995 members 
Mstep: Class 34 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242156.000000 Penalty: 20813.578125
Iteration 355Q: 35 clusters Score -4.224216e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 43059 members 
Mstep: Class 7 contains 45090 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 81449 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 78669 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49546 members 
Mstep: Class 17 contains 14873 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20900 members 
Mstep: Class 20 contains 16973 members 
Mstep: Class 21 contains 12512 members 
Mstep: Class 22 contains 30084 members 
Mstep: Class 23 contains 3501 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 11834 members 
Mstep: Class 26 contains 4547 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14747 members 
Mstep: Class 29 contains 19854 members 
Mstep: Class 30 contains 89354 members 
Mstep: Class 31 contains 42415 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 75989 members 
Mstep: Class 34 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242032.000000 Penalty: 20813.578125
Iteration 356Q: 35 clusters Score -4.224203e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 43055 members 
Mstep: Class 7 contains 45085 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 81465 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 78692 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49490 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20898 members 
Mstep: Class 20 contains 16981 members 
Mstep: Class 21 contains 12531 members 
Mstep: Class 22 contains 30083 members 
Mstep: Class 23 contains 3502 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 11874 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14729 members 
Mstep: Class 29 contains 19837 members 
Mstep: Class 30 contains 89388 members 
Mstep: Class 31 contains 42409 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 75980 members 
Mstep: Class 34 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242064.000000 Penalty: 20813.578125
Iteration 357Q: 35 clusters Score -4.224206e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 43055 members 
Mstep: Class 7 contains 45075 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 13277 members 
Mstep: Class 11 contains 81501 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 78688 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49439 members 
Mstep: Class 17 contains 14869 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20904 members 
Mstep: Class 20 contains 16987 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 30085 members 
Mstep: Class 23 contains 3501 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 11907 members 
Mstep: Class 26 contains 4541 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14705 members 
Mstep: Class 29 contains 19816 members 
Mstep: Class 30 contains 89419 members 
Mstep: Class 31 contains 42409 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 75982 members 
Mstep: Class 34 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242072.000000 Penalty: 20813.578125
Iteration 358Q: 35 clusters Score -4.224207e+07 nChanged 577
Entering ConstructFrom: 
Score: -42242072.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -62852.492188 Penalty: 313.244141
	Iteration 0F: 2 clusters Score -62852.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62082.457031 Penalty: 626.488281
	Iteration 0F: 3 clusters Score -62082.46 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -62343.875000 Penalty: 626.488281
	Iteration 1F: 3 clusters Score -62343.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -62403.839844 Penalty: 626.488281
	Iteration 2F: 3 clusters Score -62403.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -62435.277344 Penalty: 626.488281
	Iteration 3Q: 3 clusters Score -62435.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -62463.648438 Penalty: 626.488281
	Iteration 4Q: 3 clusters Score -62463.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -62484.847656 Penalty: 626.488281
	Iteration 5Q: 3 clusters Score -62484.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62504.558594 Penalty: 626.488281
	Iteration 6Q: 3 clusters Score -62504.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -62520.339844 Penalty: 626.488281
	Iteration 7Q: 3 clusters Score -62520.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -62534.949219 Penalty: 626.488281
	Iteration 8Q: 3 clusters Score -62534.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -62548.910156 Penalty: 626.488281
	Iteration 9Q: 3 clusters Score -62548.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62561.835938 Penalty: 626.488281
	Iteration 10Q: 3 clusters Score -62561.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62572.125000 Penalty: 626.488281
	Iteration 11Q: 3 clusters Score -62572.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62582.441406 Penalty: 626.488281
	Iteration 12Q: 3 clusters Score -62582.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62588.089844 Penalty: 626.488281
	Iteration 13Q: 3 clusters Score -62588.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -62593.902344 Penalty: 626.488281
	Iteration 14Q: 3 clusters Score -62593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -62598.714844 Penalty: 626.488281
	Iteration 15Q: 3 clusters Score -62598.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -62600.246094 Penalty: 626.488281
	Iteration 16Q: 3 clusters Score -62600.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -62600.464844 Penalty: 626.488281
	Iteration 17Q: 3 clusters Score -62600.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62600.726562 Penalty: 626.488281
	Iteration 18Q: 3 clusters Score -62600.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62600.894531 Penalty: 626.488281
	Iteration 19Q: 3 clusters Score -62600.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62602.863281 Penalty: 626.488281
	Iteration 20F: 3 clusters Score -62602.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -62603.781250 Penalty: 626.488281
	Iteration 21Q: 3 clusters Score -62603.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -62604.531250 Penalty: 626.488281
	Iteration 22Q: 3 clusters Score -62604.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -62604.531250 Penalty: 626.488281
	Iteration 23F: 3 clusters Score -62604.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -238237.062500 Penalty: 379.880005
	Iteration 0F: 2 clusters Score -238237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -235419.031250 Penalty: 759.760010
	Iteration 0F: 3 clusters Score -235419 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -236450.468750 Penalty: 759.760010
	Iteration 1F: 3 clusters Score -236450.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -236626.937500 Penalty: 759.760010
	Iteration 2F: 3 clusters Score -236626.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -236851.609375 Penalty: 759.760010
	Iteration 3F: 3 clusters Score -236851.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -237051.656250 Penalty: 759.760010
	Iteration 4F: 3 clusters Score -237051.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -237196.406250 Penalty: 759.760010
	Iteration 5F: 3 clusters Score -237196.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -237296.843750 Penalty: 759.760010
	Iteration 6Q: 3 clusters Score -237296.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -237382.281250 Penalty: 759.760010
	Iteration 7Q: 3 clusters Score -237382.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -237454.343750 Penalty: 759.760010
	Iteration 8Q: 3 clusters Score -237454.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -237532.515625 Penalty: 759.760010
	Iteration 9Q: 3 clusters Score -237532.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -237611.187500 Penalty: 759.760010
	Iteration 10Q: 3 clusters Score -237611.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -237688.062500 Penalty: 759.760010
	Iteration 11Q: 3 clusters Score -237688.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -237758.968750 Penalty: 759.760010
	Iteration 12Q: 3 clusters Score -237759 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -237818.578125 Penalty: 759.760010
	Iteration 13Q: 3 clusters Score -237818.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -237860.500000 Penalty: 759.760010
	Iteration 14Q: 3 clusters Score -237860.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -237898.593750 Penalty: 759.760010
	Iteration 15Q: 3 clusters Score -237898.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -237930.328125 Penalty: 759.760010
	Iteration 16Q: 3 clusters Score -237930.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -237964.062500 Penalty: 759.760010
	Iteration 17Q: 3 clusters Score -237964.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -237996.703125 Penalty: 759.760010
	Iteration 18Q: 3 clusters Score -237996.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -238026.187500 Penalty: 759.760010
	Iteration 19Q: 3 clusters Score -238026.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -238050.453125 Penalty: 759.760010
	Iteration 20F: 3 clusters Score -238050.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -238070.046875 Penalty: 759.760010
	Iteration 21Q: 3 clusters Score -238070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -238091.640625 Penalty: 759.760010
	Iteration 22Q: 3 clusters Score -238091.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -238111.515625 Penalty: 759.760010
	Iteration 23Q: 3 clusters Score -238111.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -238123.812500 Penalty: 759.760010
	Iteration 24Q: 3 clusters Score -238123.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -238134.703125 Penalty: 759.760010
	Iteration 25Q: 3 clusters Score -238134.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -238146.515625 Penalty: 759.760010
	Iteration 26Q: 3 clusters Score -238146.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -238159.078125 Penalty: 759.760010
	Iteration 27Q: 3 clusters Score -238159.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -238170.609375 Penalty: 759.760010
	Iteration 28Q: 3 clusters Score -238170.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -238180.640625 Penalty: 759.760010
	Iteration 29Q: 3 clusters Score -238180.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -238200.109375 Penalty: 759.760010
	Iteration 30Q: 3 clusters Score -238200.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -238214.859375 Penalty: 759.760010
	Iteration 31Q: 3 clusters Score -238214.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -238225.453125 Penalty: 759.760010
	Iteration 32Q: 3 clusters Score -238225.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -238233.890625 Penalty: 759.760010
	Iteration 33Q: 3 clusters Score -238233.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -238243.000000 Penalty: 759.760010
	Iteration 34Q: 3 clusters Score -238243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -238254.656250 Penalty: 759.760010
	Iteration 35Q: 3 clusters Score -238254.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -238259.375000 Penalty: 759.760010
	Iteration 36Q: 3 clusters Score -238259.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -238262.421875 Penalty: 759.760010
	Iteration 37Q: 3 clusters Score -238262.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -238263.812500 Penalty: 759.760010
	Iteration 38Q: 3 clusters Score -238263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -238264.062500 Penalty: 759.760010
	Iteration 39Q: 3 clusters Score -238264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -238264.921875 Penalty: 759.760010
	Iteration 40F: 3 clusters Score -238264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -238266.359375 Penalty: 759.760010
	Iteration 41Q: 3 clusters Score -238266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -238266.250000 Penalty: 759.760010
	Iteration 42Q: 3 clusters Score -238266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -238266.171875 Penalty: 759.760010
	Iteration 43Q: 3 clusters Score -238266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -238266.234375 Penalty: 759.760010
	Iteration 44Q: 3 clusters Score -238266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -238266.671875 Penalty: 759.760010
	Iteration 45Q: 3 clusters Score -238266.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -238266.671875 Penalty: 759.760010
	Iteration 46F: 3 clusters Score -238266.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 43050 members 
Mstep: Class 7 contains 45074 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 81524 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 78683 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49387 members 
Mstep: Class 17 contains 14863 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 17005 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 30090 members 
Mstep: Class 23 contains 3500 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 11949 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14678 members 
Mstep: Class 29 contains 19803 members 
Mstep: Class 30 contains 89461 members 
Mstep: Class 31 contains 42398 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 75987 members 
Mstep: Class 34 contains 1108 members 
Mstep: Class 35 contains 3390 members 
Entering Unmasked Estep 
Score: -42241744.000000 Penalty: 21425.742188
Splitting cluster 2 changes total score from -42242072.000000 to -42241744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -109803.632812 Penalty: 340.410797
	Iteration 0F: 2 clusters Score -109803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -108517.953125 Penalty: 680.821594
	Iteration 0F: 3 clusters Score -108518 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -108918.835938 Penalty: 680.821594
	Iteration 1F: 3 clusters Score -108918.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -108974.906250 Penalty: 680.821594
	Iteration 2F: 3 clusters Score -108974.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -109005.054688 Penalty: 680.821594
	Iteration 3Q: 3 clusters Score -109005.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -109035.539062 Penalty: 680.821594
	Iteration 4Q: 3 clusters Score -109035.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -109087.390625 Penalty: 680.821594
	Iteration 5Q: 3 clusters Score -109087.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -109136.968750 Penalty: 680.821594
	Iteration 6Q: 3 clusters Score -109137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -109171.687500 Penalty: 680.821594
	Iteration 7Q: 3 clusters Score -109171.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -109200.445312 Penalty: 680.821594
	Iteration 8Q: 3 clusters Score -109200.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -109228.734375 Penalty: 680.821594
	Iteration 9Q: 3 clusters Score -109228.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -109260.750000 Penalty: 680.821594
	Iteration 10Q: 3 clusters Score -109260.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109294.375000 Penalty: 680.821594
	Iteration 11Q: 3 clusters Score -109294.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -109323.093750 Penalty: 680.821594
	Iteration 12Q: 3 clusters Score -109323.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -109336.828125 Penalty: 680.821594
	Iteration 13Q: 3 clusters Score -109336.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109350.031250 Penalty: 680.821594
	Iteration 14Q: 3 clusters Score -109350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -109356.648438 Penalty: 680.821594
	Iteration 15Q: 3 clusters Score -109356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -109359.304688 Penalty: 680.821594
	Iteration 16Q: 3 clusters Score -109359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109360.953125 Penalty: 680.821594
	Iteration 17Q: 3 clusters Score -109361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109361.617188 Penalty: 680.821594
	Iteration 18Q: 3 clusters Score -109361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -109362.585938 Penalty: 680.821594
	Iteration 19Q: 3 clusters Score -109362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -109363.257812 Penalty: 680.821594
	Iteration 20F: 3 clusters Score -109363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109363.867188 Penalty: 680.821594
	Iteration 21Q: 3 clusters Score -109363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109364.414062 Penalty: 680.821594
	Iteration 22Q: 3 clusters Score -109364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109364.554688 Penalty: 680.821594
	Iteration 23Q: 3 clusters Score -109364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109364.867188 Penalty: 680.821594
	Iteration 24Q: 3 clusters Score -109364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -109364.992188 Penalty: 680.821594
	Iteration 25Q: 3 clusters Score -109365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -109364.992188 Penalty: 680.821594
	Iteration 26F: 3 clusters Score -109365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -53293.429688 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -53293.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -52464.902344 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -52464.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -52828.003906 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -52828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52937.988281 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -52937.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52988.097656 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -52988.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53017.449219 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -53017.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53037.105469 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -53037.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53048.449219 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -53048.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53061.257812 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -53061.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53069.324219 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -53069.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53077.152344 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -53077.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53080.484375 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -53080.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53082.953125 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -53082.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53089.117188 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -53089.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53094.847656 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -53094.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53101.332031 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -53101.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53108.023438 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -53108.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53114.937500 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -53114.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53119.425781 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -53119.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53125.179688 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -53125.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53133.726562 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -53133.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53139.925781 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -53139.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53147.378906 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -53147.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53157.339844 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -53157.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53159.500000 Penalty: 632.611267
	Iteration 23Q: 3 clusters Score -53159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53160.492188 Penalty: 632.611267
	Iteration 24Q: 3 clusters Score -53160.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53160.992188 Penalty: 632.611267
	Iteration 25Q: 3 clusters Score -53160.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53162.601562 Penalty: 632.611267
	Iteration 26Q: 3 clusters Score -53162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53164.066406 Penalty: 632.611267
	Iteration 27Q: 3 clusters Score -53164.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53164.378906 Penalty: 632.611267
	Iteration 28Q: 3 clusters Score -53164.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53164.378906 Penalty: 632.611267
	Iteration 29F: 3 clusters Score -53164.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -252488.765625 Penalty: 375.236572
	Iteration 0F: 2 clusters Score -252488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -249893.437500 Penalty: 750.473145
	Iteration 0F: 3 clusters Score -249893.4 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -250898.328125 Penalty: 750.473145
	Iteration 1F: 3 clusters Score -250898.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -251049.578125 Penalty: 750.473145
	Iteration 2F: 3 clusters Score -251049.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -251203.703125 Penalty: 750.473145
	Iteration 3F: 3 clusters Score -251203.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -251361.671875 Penalty: 750.473145
	Iteration 4F: 3 clusters Score -251361.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -251504.250000 Penalty: 750.473145
	Iteration 5F: 3 clusters Score -251504.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -251602.453125 Penalty: 750.473145
	Iteration 6Q: 3 clusters Score -251602.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -251684.703125 Penalty: 750.473145
	Iteration 7Q: 3 clusters Score -251684.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -251738.187500 Penalty: 750.473145
	Iteration 8Q: 3 clusters Score -251738.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -251766.406250 Penalty: 750.473145
	Iteration 9Q: 3 clusters Score -251766.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -251788.953125 Penalty: 750.473145
	Iteration 10Q: 3 clusters Score -251789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -251811.296875 Penalty: 750.473145
	Iteration 11Q: 3 clusters Score -251811.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -251830.578125 Penalty: 750.473145
	Iteration 12Q: 3 clusters Score -251830.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -251850.062500 Penalty: 750.473145
	Iteration 13Q: 3 clusters Score -251850.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -251877.781250 Penalty: 750.473145
	Iteration 14Q: 3 clusters Score -251877.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -251901.125000 Penalty: 750.473145
	Iteration 15Q: 3 clusters Score -251901.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -251924.937500 Penalty: 750.473145
	Iteration 16Q: 3 clusters Score -251924.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -251950.156250 Penalty: 750.473145
	Iteration 17Q: 3 clusters Score -251950.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -251976.031250 Penalty: 750.473145
	Iteration 18Q: 3 clusters Score -251976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -251999.093750 Penalty: 750.473145
	Iteration 19Q: 3 clusters Score -251999.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -252021.515625 Penalty: 750.473145
	Iteration 20F: 3 clusters Score -252021.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -252043.046875 Penalty: 750.473145
	Iteration 21Q: 3 clusters Score -252043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -252059.468750 Penalty: 750.473145
	Iteration 22Q: 3 clusters Score -252059.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -252078.562500 Penalty: 750.473145
	Iteration 23Q: 3 clusters Score -252078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -252097.687500 Penalty: 750.473145
	Iteration 24Q: 3 clusters Score -252097.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -252108.390625 Penalty: 750.473145
	Iteration 25Q: 3 clusters Score -252108.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -252114.734375 Penalty: 750.473145
	Iteration 26Q: 3 clusters Score -252114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -252119.078125 Penalty: 750.473145
	Iteration 27Q: 3 clusters Score -252119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -252123.328125 Penalty: 750.473145
	Iteration 28Q: 3 clusters Score -252123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -252127.281250 Penalty: 750.473145
	Iteration 29Q: 3 clusters Score -252127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -252129.593750 Penalty: 750.473145
	Iteration 30Q: 3 clusters Score -252129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -252132.500000 Penalty: 750.473145
	Iteration 31Q: 3 clusters Score -252132.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -252136.234375 Penalty: 750.473145
	Iteration 32Q: 3 clusters Score -252136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -252137.953125 Penalty: 750.473145
	Iteration 33Q: 3 clusters Score -252138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -252140.453125 Penalty: 750.473145
	Iteration 34Q: 3 clusters Score -252140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -252144.421875 Penalty: 750.473145
	Iteration 35Q: 3 clusters Score -252144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -252147.734375 Penalty: 750.473145
	Iteration 36Q: 3 clusters Score -252147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -252148.671875 Penalty: 750.473145
	Iteration 37Q: 3 clusters Score -252148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -252149.343750 Penalty: 750.473145
	Iteration 38Q: 3 clusters Score -252149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -252151.000000 Penalty: 750.473145
	Iteration 39Q: 3 clusters Score -252151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -252151.750000 Penalty: 750.473145
	Iteration 40F: 3 clusters Score -252151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -252152.593750 Penalty: 750.473145
	Iteration 41Q: 3 clusters Score -252152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -252153.203125 Penalty: 750.473145
	Iteration 42Q: 3 clusters Score -252153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -252153.203125 Penalty: 750.473145
	Iteration 43F: 3 clusters Score -252153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Entering Unmasked Estep 
Score: -2847113.500000 Penalty: 485.490326
	Iteration 0F: 2 clusters Score -2847114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2818905.000000 Penalty: 970.980652
	Iteration 0F: 3 clusters Score -2818905 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2831322.250000 Penalty: 970.980652
	Iteration 1F: 3 clusters Score -2831322 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2832048.500000 Penalty: 970.980652
	Iteration 2Q: 3 clusters Score -2832048 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2833183.750000 Penalty: 970.980652
	Iteration 3F: 3 clusters Score -2833184 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2834867.000000 Penalty: 970.980652
	Iteration 4F: 3 clusters Score -2834867 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2837094.500000 Penalty: 970.980652
	Iteration 5F: 3 clusters Score -2837094 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2839210.750000 Penalty: 970.980652
	Iteration 6F: 3 clusters Score -2839211 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2840400.500000 Penalty: 970.980652
	Iteration 7F: 3 clusters Score -2840400 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2840961.500000 Penalty: 970.980652
	Iteration 8Q: 3 clusters Score -2840962 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2841427.750000 Penalty: 970.980652
	Iteration 9Q: 3 clusters Score -2841428 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2841894.000000 Penalty: 970.980652
	Iteration 10Q: 3 clusters Score -2841894 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2842319.500000 Penalty: 970.980652
	Iteration 11Q: 3 clusters Score -2842320 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2842755.250000 Penalty: 970.980652
	Iteration 12Q: 3 clusters Score -2842755 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2843180.500000 Penalty: 970.980652
	Iteration 13Q: 3 clusters Score -2843180 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2843624.250000 Penalty: 970.980652
	Iteration 14Q: 3 clusters Score -2843624 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2844084.000000 Penalty: 970.980652
	Iteration 15Q: 3 clusters Score -2844084 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2844466.500000 Penalty: 970.980652
	Iteration 16Q: 3 clusters Score -2844466 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2844801.750000 Penalty: 970.980652
	Iteration 17Q: 3 clusters Score -2844802 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2845031.500000 Penalty: 970.980652
	Iteration 18Q: 3 clusters Score -2845032 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2845205.250000 Penalty: 970.980652
	Iteration 19Q: 3 clusters Score -2845205 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2845363.000000 Penalty: 970.980652
	Iteration 20F: 3 clusters Score -2845363 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2845509.000000 Penalty: 970.980652
	Iteration 21Q: 3 clusters Score -2845509 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2845609.250000 Penalty: 970.980652
	Iteration 22Q: 3 clusters Score -2845609 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2845707.000000 Penalty: 970.980652
	Iteration 23Q: 3 clusters Score -2845707 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2845796.250000 Penalty: 970.980652
	Iteration 24Q: 3 clusters Score -2845796 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2845856.250000 Penalty: 970.980652
	Iteration 25Q: 3 clusters Score -2845856 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2845907.000000 Penalty: 970.980652
	Iteration 26Q: 3 clusters Score -2845907 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2845935.750000 Penalty: 970.980652
	Iteration 27Q: 3 clusters Score -2845936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2845958.750000 Penalty: 970.980652
	Iteration 28Q: 3 clusters Score -2845959 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2845978.500000 Penalty: 970.980652
	Iteration 29Q: 3 clusters Score -2845978 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2845957.750000 Penalty: 970.980652
	Iteration 30Q: 3 clusters Score -2845958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2845971.750000 Penalty: 970.980652
	Iteration 31Q: 3 clusters Score -2845972 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2845966.250000 Penalty: 970.980652
	Iteration 32Q: 3 clusters Score -2845966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2845954.500000 Penalty: 970.980652
	Iteration 33Q: 3 clusters Score -2845954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2845965.500000 Penalty: 970.980652
	Iteration 34Q: 3 clusters Score -2845966 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2845980.750000 Penalty: 970.980652
	Iteration 35Q: 3 clusters Score -2845981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2845991.000000 Penalty: 970.980652
	Iteration 36Q: 3 clusters Score -2845991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2845992.000000 Penalty: 970.980652
	Iteration 37Q: 3 clusters Score -2845992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2846016.500000 Penalty: 970.980652
	Iteration 38Q: 3 clusters Score -2846016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2846036.000000 Penalty: 970.980652
	Iteration 39Q: 3 clusters Score -2846036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2846045.750000 Penalty: 970.980652
	Iteration 40F: 3 clusters Score -2846046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2846047.750000 Penalty: 970.980652
	Iteration 41Q: 3 clusters Score -2846048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2846063.250000 Penalty: 970.980652
	Iteration 42Q: 3 clusters Score -2846063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2846069.750000 Penalty: 970.980652
	Iteration 43Q: 3 clusters Score -2846070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2846056.500000 Penalty: 970.980652
	Iteration 44Q: 3 clusters Score -2846056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2846052.500000 Penalty: 970.980652
	Iteration 45Q: 3 clusters Score -2846052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2846052.500000 Penalty: 970.980652
	Iteration 46Q: 3 clusters Score -2846052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2846058.000000 Penalty: 970.980652
	Iteration 47Q: 3 clusters Score -2846058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2846069.000000 Penalty: 970.980652
	Iteration 48Q: 3 clusters Score -2846069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2846079.500000 Penalty: 970.980652
	Iteration 49Q: 3 clusters Score -2846080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2846081.500000 Penalty: 970.980652
	Iteration 50Q: 3 clusters Score -2846082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2846091.750000 Penalty: 970.980652
	Iteration 51Q: 3 clusters Score -2846092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2846095.750000 Penalty: 970.980652
	Iteration 52Q: 3 clusters Score -2846096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2846110.500000 Penalty: 970.980652
	Iteration 53Q: 3 clusters Score -2846110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2846117.250000 Penalty: 970.980652
	Iteration 54Q: 3 clusters Score -2846117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2846125.250000 Penalty: 970.980652
	Iteration 55Q: 3 clusters Score -2846125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2846140.750000 Penalty: 970.980652
	Iteration 56Q: 3 clusters Score -2846141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2846136.000000 Penalty: 970.980652
	Iteration 57Q: 3 clusters Score -2846136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2846139.000000 Penalty: 970.980652
	Iteration 58Q: 3 clusters Score -2846139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2846152.750000 Penalty: 970.980652
	Iteration 59Q: 3 clusters Score -2846153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2846162.250000 Penalty: 970.980652
	Iteration 60F: 3 clusters Score -2846162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2846164.250000 Penalty: 970.980652
	Iteration 61Q: 3 clusters Score -2846164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2846167.000000 Penalty: 970.980652
	Iteration 62Q: 3 clusters Score -2846167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2846168.500000 Penalty: 970.980652
	Iteration 63Q: 3 clusters Score -2846168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2846169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2846159.250000 Penalty: 970.980652
	Iteration 65Q: 3 clusters Score -2846159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2846159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2846157.500000 Penalty: 970.980652
	Iteration 67Q: 3 clusters Score -2846158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2846161.000000 Penalty: 970.980652
	Iteration 68Q: 3 clusters Score -2846161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2846158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2846161.000000 Penalty: 970.980652
	Iteration 70Q: 3 clusters Score -2846161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2846156.750000 Penalty: 970.980652
	Iteration 71Q: 3 clusters Score -2846157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2846157.250000 Penalty: 970.980652
	Iteration 72Q: 3 clusters Score -2846157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2846163.500000 Penalty: 970.980652
	Iteration 73Q: 3 clusters Score -2846164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2846166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2846167 nChanged 5
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Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2846171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2846175 nChanged 6
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Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2846181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
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Entering Unmasked Estep 
Score: -2846183.500000 Penalty: 970.980652
	Iteration 79Q: 3 clusters Score -2846184 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2846186.750000 Penalty: 970.980652
	Iteration 80F: 3 clusters Score -2846187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2846183 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2846184 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2846186 nChanged 4
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Mstep: Class 1 contains 41532 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2846188 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2846187 nChanged 7
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Mstep: Class 1 contains 41544 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2846183 nChanged 10
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Mstep: Class 1 contains 41554 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2846191 nChanged 8
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Mstep: Class 1 contains 41562 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2846194 nChanged 5
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Mstep: Class 1 contains 41567 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2846203 nChanged 7
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Mstep: Class 1 contains 41574 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2846200 nChanged 9
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Mstep: Class 1 contains 41583 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2846203 nChanged 4
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Mstep: Class 1 contains 41587 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2846206 nChanged 5
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Mstep: Class 1 contains 41590 members 
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	Iteration 93Q: 3 clusters Score -2846209 nChanged 2
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Mstep: Class 1 contains 41592 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2846208 nChanged 6
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Mstep: Class 1 contains 41598 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2846212 nChanged 8
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Mstep: Class 1 contains 41606 members 
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	Iteration 96Q: 3 clusters Score -2846215 nChanged 8
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Mstep: Class 1 contains 41614 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2846220 nChanged 11
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Mstep: Class 1 contains 41625 members 
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	Iteration 98Q: 3 clusters Score -2846227 nChanged 15
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Mstep: Class 1 contains 41640 members 
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	Iteration 99Q: 3 clusters Score -2846249 nChanged 9
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Mstep: Class 1 contains 41649 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2846259 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
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	Iteration 101Q: 3 clusters Score -2846260 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1393 members 
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	Iteration 102Q: 3 clusters Score -2846264 nChanged 5
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Mstep: Class 1 contains 41662 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2846268 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
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	Iteration 104Q: 3 clusters Score -2846274 nChanged 3
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Mstep: Class 1 contains 41670 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2846274 nChanged 5
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Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2846278 nChanged 4
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Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2846279 nChanged 1
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Mstep: Class 1 contains 41676 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2846278 nChanged 4
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Mstep: Class 1 contains 41680 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2846286 nChanged 6
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Mstep: Class 1 contains 41682 members 
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	Iteration 110Q: 3 clusters Score -2846289 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2846291 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1355 members 
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	Iteration 112Q: 3 clusters Score -2846294 nChanged 4
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Mstep: Class 1 contains 41699 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2846295 nChanged 3
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Mstep: Class 1 contains 41702 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2846294 nChanged 5
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Mstep: Class 1 contains 41707 members 
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	Iteration 115Q: 3 clusters Score -2846294 nChanged 6
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Mstep: Class 1 contains 41713 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2846299 nChanged 7
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Mstep: Class 1 contains 41720 members 
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	Iteration 117Q: 3 clusters Score -2846301 nChanged 7
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Mstep: Class 1 contains 41727 members 
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	Iteration 118Q: 3 clusters Score -2846304 nChanged 6
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Mstep: Class 1 contains 41731 members 
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	Iteration 119Q: 3 clusters Score -2846304 nChanged 9
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Mstep: Class 1 contains 41740 members 
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Score: -2846309.000000 Penalty: 970.980652
	Iteration 120F: 3 clusters Score -2846309 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41749 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2846313 nChanged 10
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Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2846319 nChanged 19
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Mstep: Class 1 contains 41774 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2846322 nChanged 18
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Mstep: Class 1 contains 41788 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2846324 nChanged 15
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Mstep: Class 1 contains 41801 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2846329 nChanged 7
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Mstep: Class 1 contains 41808 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2846333 nChanged 5
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Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2846334 nChanged 6
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Mstep: Class 1 contains 41819 members 
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	Iteration 128Q: 3 clusters Score -2846334 nChanged 6
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Mstep: Class 1 contains 41825 members 
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	Iteration 129Q: 3 clusters Score -2846335 nChanged 14
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Mstep: Class 1 contains 41839 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2846344 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2846349 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2846357 nChanged 16
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2846358 nChanged 15
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	Iteration 134Q: 3 clusters Score -2846367 nChanged 10
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	Iteration 135Q: 3 clusters Score -2846360 nChanged 8
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Mstep: Class 1 contains 41909 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2846367 nChanged 8
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Mstep: Class 1 contains 41915 members 
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	Iteration 137Q: 3 clusters Score -2846372 nChanged 6
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Mstep: Class 1 contains 41921 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2846370 nChanged 6
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2846371 nChanged 4
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Mstep: Class 1 contains 41927 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2846379 nChanged 3
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Mstep: Class 1 contains 41930 members 
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	Iteration 141Q: 3 clusters Score -2846376 nChanged 1
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	Iteration 142Q: 3 clusters Score -2846377 nChanged 2
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	Iteration 143Q: 3 clusters Score -2846376 nChanged 2
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	Iteration 144Q: 3 clusters Score -2846381 nChanged 2
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	Iteration 145Q: 3 clusters Score -2846382 nChanged 2
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	Iteration 146Q: 3 clusters Score -2846382 nChanged 1
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	Iteration 147Q: 3 clusters Score -2846381 nChanged 3
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	Iteration 148Q: 3 clusters Score -2846386 nChanged 5
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	Iteration 149Q: 3 clusters Score -2846385 nChanged 4
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	Iteration 150Q: 3 clusters Score -2846389 nChanged 6
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	Iteration 151Q: 3 clusters Score -2846390 nChanged 4
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	Iteration 152Q: 3 clusters Score -2846391 nChanged 8
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2846394 nChanged 5
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	Iteration 154Q: 3 clusters Score -2846398 nChanged 4
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	Iteration 155Q: 3 clusters Score -2846397 nChanged 3
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	Iteration 156Q: 3 clusters Score -2846395 nChanged 2
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Entering Unmasked Estep 
Score: -2846396.250000 Penalty: 970.980652
	Iteration 157Q: 3 clusters Score -2846396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2846397.250000 Penalty: 970.980652
	Iteration 158Q: 3 clusters Score -2846397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2846398.000000 Penalty: 970.980652
	Iteration 159Q: 3 clusters Score -2846398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2846401.500000 Penalty: 970.980652
	Iteration 160F: 3 clusters Score -2846402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2846406.000000 Penalty: 970.980652
	Iteration 161Q: 3 clusters Score -2846406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2846408.500000 Penalty: 970.980652
	Iteration 162Q: 3 clusters Score -2846408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2846412.000000 Penalty: 970.980652
	Iteration 163Q: 3 clusters Score -2846412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2846411.500000 Penalty: 970.980652
	Iteration 164Q: 3 clusters Score -2846412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2846408.750000 Penalty: 970.980652
	Iteration 165Q: 3 clusters Score -2846409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2846408.750000 Penalty: 970.980652
	Iteration 166F: 3 clusters Score -2846409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Entering Unmasked Estep 
Score: -2956782.500000 Penalty: 487.580750
	Iteration 0F: 2 clusters Score -2956782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2928492.250000 Penalty: 975.161499
	Iteration 0F: 3 clusters Score -2928492 nChanged 21824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2941213.250000 Penalty: 975.161499
	Iteration 1F: 3 clusters Score -2941213 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2941690.750000 Penalty: 975.161499
	Iteration 2Q: 3 clusters Score -2941691 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2942133.750000 Penalty: 975.161499
	Iteration 3Q: 3 clusters Score -2942134 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2942602.750000 Penalty: 975.161499
	Iteration 4Q: 3 clusters Score -2942603 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2943256.250000 Penalty: 975.161499
	Iteration 5Q: 3 clusters Score -2943256 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2944122.500000 Penalty: 975.161499
	Iteration 6Q: 3 clusters Score -2944122 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2945413.250000 Penalty: 975.161499
	Iteration 7Q: 3 clusters Score -2945413 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2947316.500000 Penalty: 975.161499
	Iteration 8F: 3 clusters Score -2947316 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2949440.500000 Penalty: 975.161499
	Iteration 9F: 3 clusters Score -2949440 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2950667.250000 Penalty: 975.161499
	Iteration 10F: 3 clusters Score -2950667 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2951045.750000 Penalty: 975.161499
	Iteration 11Q: 3 clusters Score -2951046 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2951212.250000 Penalty: 975.161499
	Iteration 12Q: 3 clusters Score -2951212 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2951371.000000 Penalty: 975.161499
	Iteration 13Q: 3 clusters Score -2951371 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2951557.000000 Penalty: 975.161499
	Iteration 14Q: 3 clusters Score -2951557 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2951751.250000 Penalty: 975.161499
	Iteration 15Q: 3 clusters Score -2951751 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2951972.750000 Penalty: 975.161499
	Iteration 16Q: 3 clusters Score -2951973 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2952253.500000 Penalty: 975.161499
	Iteration 17Q: 3 clusters Score -2952254 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2952537.500000 Penalty: 975.161499
	Iteration 18Q: 3 clusters Score -2952538 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2952871.750000 Penalty: 975.161499
	Iteration 19Q: 3 clusters Score -2952872 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2953250.000000 Penalty: 975.161499
	Iteration 20F: 3 clusters Score -2953250 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2953584.250000 Penalty: 975.161499
	Iteration 21Q: 3 clusters Score -2953584 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2953875.000000 Penalty: 975.161499
	Iteration 22Q: 3 clusters Score -2953875 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2954153.250000 Penalty: 975.161499
	Iteration 23Q: 3 clusters Score -2954153 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2954548.250000 Penalty: 975.161499
	Iteration 24Q: 3 clusters Score -2954548 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2954907.000000 Penalty: 975.161499
	Iteration 25Q: 3 clusters Score -2954907 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2955152.000000 Penalty: 975.161499
	Iteration 26Q: 3 clusters Score -2955152 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2955393.000000 Penalty: 975.161499
	Iteration 27Q: 3 clusters Score -2955393 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2955654.500000 Penalty: 975.161499
	Iteration 28Q: 3 clusters Score -2955654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2955880.000000 Penalty: 975.161499
	Iteration 29Q: 3 clusters Score -2955880 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2955989.750000 Penalty: 975.161499
	Iteration 30Q: 3 clusters Score -2955990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2956105.250000 Penalty: 975.161499
	Iteration 31Q: 3 clusters Score -2956105 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2956202.250000 Penalty: 975.161499
	Iteration 32Q: 3 clusters Score -2956202 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2956283.000000 Penalty: 975.161499
	Iteration 33Q: 3 clusters Score -2956283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2956316.250000 Penalty: 975.161499
	Iteration 34Q: 3 clusters Score -2956316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2956348.500000 Penalty: 975.161499
	Iteration 35Q: 3 clusters Score -2956348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2956368.500000 Penalty: 975.161499
	Iteration 36Q: 3 clusters Score -2956368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2956393.000000 Penalty: 975.161499
	Iteration 37Q: 3 clusters Score -2956393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2956411.500000 Penalty: 975.161499
	Iteration 38Q: 3 clusters Score -2956412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2956431.500000 Penalty: 975.161499
	Iteration 39Q: 3 clusters Score -2956432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2956434.000000 Penalty: 975.161499
	Iteration 40F: 3 clusters Score -2956434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2956433.500000 Penalty: 975.161499
	Iteration 41Q: 3 clusters Score -2956434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2956442.500000 Penalty: 975.161499
	Iteration 42Q: 3 clusters Score -2956442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2956441.500000 Penalty: 975.161499
	Iteration 43Q: 3 clusters Score -2956442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2956441.000000 Penalty: 975.161499
	Iteration 44Q: 3 clusters Score -2956441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2956442.250000 Penalty: 975.161499
	Iteration 45Q: 3 clusters Score -2956442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2956445.000000 Penalty: 975.161499
	Iteration 46Q: 3 clusters Score -2956445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2956451.750000 Penalty: 975.161499
	Iteration 47Q: 3 clusters Score -2956452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2956451.750000 Penalty: 975.161499
	Iteration 48F: 3 clusters Score -2956452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -69942.359375 Penalty: 326.240448
	Iteration 0F: 2 clusters Score -69942.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -68948.585938 Penalty: 652.480896
	Iteration 0F: 3 clusters Score -68948.59 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -69359.343750 Penalty: 652.480896
	Iteration 1F: 3 clusters Score -69359.34 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -69499.859375 Penalty: 652.480896
	Iteration 2F: 3 clusters Score -69499.86 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -69600.843750 Penalty: 652.480896
	Iteration 3F: 3 clusters Score -69600.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69656.320312 Penalty: 652.480896
	Iteration 4F: 3 clusters Score -69656.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69682.015625 Penalty: 652.480896
	Iteration 5Q: 3 clusters Score -69682.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69694.523438 Penalty: 652.480896
	Iteration 6Q: 3 clusters Score -69694.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -69701.773438 Penalty: 652.480896
	Iteration 7Q: 3 clusters Score -69701.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69706.640625 Penalty: 652.480896
	Iteration 8Q: 3 clusters Score -69706.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69708.781250 Penalty: 652.480896
	Iteration 9Q: 3 clusters Score -69708.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69711.226562 Penalty: 652.480896
	Iteration 10Q: 3 clusters Score -69711.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -69713.234375 Penalty: 652.480896
	Iteration 11Q: 3 clusters Score -69713.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69714.226562 Penalty: 652.480896
	Iteration 12Q: 3 clusters Score -69714.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69716.812500 Penalty: 652.480896
	Iteration 13Q: 3 clusters Score -69716.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69722.781250 Penalty: 652.480896
	Iteration 14Q: 3 clusters Score -69722.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69728.312500 Penalty: 652.480896
	Iteration 15Q: 3 clusters Score -69728.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69729.867188 Penalty: 652.480896
	Iteration 16Q: 3 clusters Score -69729.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69730.476562 Penalty: 652.480896
	Iteration 17Q: 3 clusters Score -69730.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -69731.320312 Penalty: 652.480896
	Iteration 18Q: 3 clusters Score -69731.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69732.187500 Penalty: 652.480896
	Iteration 19Q: 3 clusters Score -69732.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69733.273438 Penalty: 652.480896
	Iteration 20F: 3 clusters Score -69733.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69734.578125 Penalty: 652.480896
	Iteration 21Q: 3 clusters Score -69734.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69735.531250 Penalty: 652.480896
	Iteration 22Q: 3 clusters Score -69735.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -69735.953125 Penalty: 652.480896
	Iteration 23Q: 3 clusters Score -69735.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -69736.781250 Penalty: 652.480896
	Iteration 24Q: 3 clusters Score -69736.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -69738.500000 Penalty: 652.480896
	Iteration 25Q: 3 clusters Score -69738.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69739.804688 Penalty: 652.480896
	Iteration 26Q: 3 clusters Score -69739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69740.789062 Penalty: 652.480896
	Iteration 27Q: 3 clusters Score -69740.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -69743.351562 Penalty: 652.480896
	Iteration 28Q: 3 clusters Score -69743.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69745.375000 Penalty: 652.480896
	Iteration 29Q: 3 clusters Score -69745.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69746.156250 Penalty: 652.480896
	Iteration 30Q: 3 clusters Score -69746.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69746.187500 Penalty: 652.480896
	Iteration 31Q: 3 clusters Score -69746.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69746.187500 Penalty: 652.480896
	Iteration 32F: 3 clusters Score -69746.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -173855.250000 Penalty: 361.020355
	Iteration 0F: 2 clusters Score -173855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -171870.734375 Penalty: 722.040710
	Iteration 0F: 3 clusters Score -171870.7 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -172556.187500 Penalty: 722.040710
	Iteration 1F: 3 clusters Score -172556.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -172687.375000 Penalty: 722.040710
	Iteration 2F: 3 clusters Score -172687.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -172859.734375 Penalty: 722.040710
	Iteration 3F: 3 clusters Score -172859.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -173031.093750 Penalty: 722.040710
	Iteration 4F: 3 clusters Score -173031.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -173189.859375 Penalty: 722.040710
	Iteration 5F: 3 clusters Score -173189.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -173283.406250 Penalty: 722.040710
	Iteration 6Q: 3 clusters Score -173283.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -173320.906250 Penalty: 722.040710
	Iteration 7Q: 3 clusters Score -173320.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -173342.968750 Penalty: 722.040710
	Iteration 8Q: 3 clusters Score -173343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -173353.515625 Penalty: 722.040710
	Iteration 9Q: 3 clusters Score -173353.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -173360.984375 Penalty: 722.040710
	Iteration 10Q: 3 clusters Score -173361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -173367.390625 Penalty: 722.040710
	Iteration 11Q: 3 clusters Score -173367.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -173373.937500 Penalty: 722.040710
	Iteration 12Q: 3 clusters Score -173373.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -173380.406250 Penalty: 722.040710
	Iteration 13Q: 3 clusters Score -173380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -173385.140625 Penalty: 722.040710
	Iteration 14Q: 3 clusters Score -173385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -173391.265625 Penalty: 722.040710
	Iteration 15Q: 3 clusters Score -173391.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -173396.093750 Penalty: 722.040710
	Iteration 16Q: 3 clusters Score -173396.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -173399.109375 Penalty: 722.040710
	Iteration 17Q: 3 clusters Score -173399.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -173403.921875 Penalty: 722.040710
	Iteration 18Q: 3 clusters Score -173403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -173407.218750 Penalty: 722.040710
	Iteration 19Q: 3 clusters Score -173407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -173409.265625 Penalty: 722.040710
	Iteration 20F: 3 clusters Score -173409.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -173410.234375 Penalty: 722.040710
	Iteration 21Q: 3 clusters Score -173410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -173411.453125 Penalty: 722.040710
	Iteration 22Q: 3 clusters Score -173411.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -173414.078125 Penalty: 722.040710
	Iteration 23Q: 3 clusters Score -173414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -173418.484375 Penalty: 722.040710
	Iteration 24Q: 3 clusters Score -173418.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -173422.812500 Penalty: 722.040710
	Iteration 25Q: 3 clusters Score -173422.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -173428.703125 Penalty: 722.040710
	Iteration 26Q: 3 clusters Score -173428.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -173435.234375 Penalty: 722.040710
	Iteration 27Q: 3 clusters Score -173435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -173445.765625 Penalty: 722.040710
	Iteration 28Q: 3 clusters Score -173445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -173459.046875 Penalty: 722.040710
	Iteration 29Q: 3 clusters Score -173459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -173476.578125 Penalty: 722.040710
	Iteration 30Q: 3 clusters Score -173476.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -173496.593750 Penalty: 722.040710
	Iteration 31Q: 3 clusters Score -173496.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -173522.218750 Penalty: 722.040710
	Iteration 32Q: 3 clusters Score -173522.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -173552.640625 Penalty: 722.040710
	Iteration 33Q: 3 clusters Score -173552.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -173566.625000 Penalty: 722.040710
	Iteration 34Q: 3 clusters Score -173566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -173580.718750 Penalty: 722.040710
	Iteration 35Q: 3 clusters Score -173580.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -173587.562500 Penalty: 722.040710
	Iteration 36Q: 3 clusters Score -173587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -173592.906250 Penalty: 722.040710
	Iteration 37Q: 3 clusters Score -173592.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -173596.718750 Penalty: 722.040710
	Iteration 38Q: 3 clusters Score -173596.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -173598.250000 Penalty: 722.040710
	Iteration 39Q: 3 clusters Score -173598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -173600.265625 Penalty: 722.040710
	Iteration 40F: 3 clusters Score -173600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -173601.609375 Penalty: 722.040710
	Iteration 41Q: 3 clusters Score -173601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -173602.812500 Penalty: 722.040710
	Iteration 42Q: 3 clusters Score -173602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -173603.718750 Penalty: 722.040710
	Iteration 43Q: 3 clusters Score -173603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -173605.015625 Penalty: 722.040710
	Iteration 44Q: 3 clusters Score -173605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -173605.140625 Penalty: 722.040710
	Iteration 45Q: 3 clusters Score -173605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -173605.140625 Penalty: 722.040710
	Iteration 46F: 3 clusters Score -173605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -812931.812500 Penalty: 431.960541
	Iteration 0F: 2 clusters Score -812931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -804086.937500 Penalty: 863.921082
	Iteration 0F: 3 clusters Score -804086.9 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -807682.562500 Penalty: 863.921082
	Iteration 1F: 3 clusters Score -807682.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -808112.250000 Penalty: 863.921082
	Iteration 2F: 3 clusters Score -808112.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -808799.312500 Penalty: 863.921082
	Iteration 3F: 3 clusters Score -808799.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -809815.375000 Penalty: 863.921082
	Iteration 4F: 3 clusters Score -809815.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -811024.312500 Penalty: 863.921082
	Iteration 5F: 3 clusters Score -811024.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -811876.625000 Penalty: 863.921082
	Iteration 6F: 3 clusters Score -811876.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -812258.500000 Penalty: 863.921082
	Iteration 7Q: 3 clusters Score -812258.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -812441.062500 Penalty: 863.921082
	Iteration 8Q: 3 clusters Score -812441.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -812531.000000 Penalty: 863.921082
	Iteration 9Q: 3 clusters Score -812531 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -812585.687500 Penalty: 863.921082
	Iteration 10Q: 3 clusters Score -812585.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -812618.625000 Penalty: 863.921082
	Iteration 11Q: 3 clusters Score -812618.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -812635.062500 Penalty: 863.921082
	Iteration 12Q: 3 clusters Score -812635.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -812646.875000 Penalty: 863.921082
	Iteration 13Q: 3 clusters Score -812646.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -812650.750000 Penalty: 863.921082
	Iteration 14Q: 3 clusters Score -812650.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -812653.000000 Penalty: 863.921082
	Iteration 15Q: 3 clusters Score -812653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -812651.937500 Penalty: 863.921082
	Iteration 16Q: 3 clusters Score -812651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -812653.000000 Penalty: 863.921082
	Iteration 17Q: 3 clusters Score -812653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -812653.875000 Penalty: 863.921082
	Iteration 18Q: 3 clusters Score -812653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -812654.875000 Penalty: 863.921082
	Iteration 19Q: 3 clusters Score -812654.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -812655.562500 Penalty: 863.921082
	Iteration 20F: 3 clusters Score -812655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -812656.500000 Penalty: 863.921082
	Iteration 21Q: 3 clusters Score -812656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -812657.000000 Penalty: 863.921082
	Iteration 22Q: 3 clusters Score -812657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -812657.062500 Penalty: 863.921082
	Iteration 23Q: 3 clusters Score -812657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -812658.375000 Penalty: 863.921082
	Iteration 24Q: 3 clusters Score -812658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -812656.812500 Penalty: 863.921082
	Iteration 25Q: 3 clusters Score -812656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -812658.312500 Penalty: 863.921082
	Iteration 26Q: 3 clusters Score -812658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -812658.687500 Penalty: 863.921082
	Iteration 27Q: 3 clusters Score -812658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -812658.687500 Penalty: 863.921082
	Iteration 28F: 3 clusters Score -812658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Entering Unmasked Estep 
Score: -5083909.000000 Penalty: 514.543701
	Iteration 0F: 2 clusters Score -5083909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5028901.500000 Penalty: 1029.087402
	Iteration 0F: 3 clusters Score -5028902 nChanged 39974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -5052702.500000 Penalty: 1029.087402
	Iteration 1F: 3 clusters Score -5052702 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5054226.000000 Penalty: 1029.087402
	Iteration 2Q: 3 clusters Score -5054226 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -5056458.500000 Penalty: 1029.087402
	Iteration 3Q: 3 clusters Score -5056458 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -5060065.000000 Penalty: 1029.087402
	Iteration 4F: 3 clusters Score -5060065 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -5064826.000000 Penalty: 1029.087402
	Iteration 5F: 3 clusters Score -5064826 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -5069766.000000 Penalty: 1029.087402
	Iteration 6F: 3 clusters Score -5069766 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -5073721.000000 Penalty: 1029.087402
	Iteration 7F: 3 clusters Score -5073721 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -5076395.000000 Penalty: 1029.087402
	Iteration 8Q: 3 clusters Score -5076395 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -5078430.000000 Penalty: 1029.087402
	Iteration 9Q: 3 clusters Score -5078430 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -5079881.500000 Penalty: 1029.087402
	Iteration 10Q: 3 clusters Score -5079882 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -5081087.500000 Penalty: 1029.087402
	Iteration 11Q: 3 clusters Score -5081088 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -5082032.000000 Penalty: 1029.087402
	Iteration 12Q: 3 clusters Score -5082032 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -5082687.000000 Penalty: 1029.087402
	Iteration 13Q: 3 clusters Score -5082687 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -5083061.500000 Penalty: 1029.087402
	Iteration 14Q: 3 clusters Score -5083062 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -5083261.000000 Penalty: 1029.087402
	Iteration 15Q: 3 clusters Score -5083261 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -5083344.000000 Penalty: 1029.087402
	Iteration 16Q: 3 clusters Score -5083344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -5083386.000000 Penalty: 1029.087402
	Iteration 17Q: 3 clusters Score -5083386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -5083412.500000 Penalty: 1029.087402
	Iteration 18Q: 3 clusters Score -5083412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -5083422.000000 Penalty: 1029.087402
	Iteration 19Q: 3 clusters Score -5083422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -5083434.500000 Penalty: 1029.087402
	Iteration 20F: 3 clusters Score -5083434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -5083439.500000 Penalty: 1029.087402
	Iteration 21Q: 3 clusters Score -5083440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -5083449.500000 Penalty: 1029.087402
	Iteration 22Q: 3 clusters Score -5083450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -5083450.500000 Penalty: 1029.087402
	Iteration 23Q: 3 clusters Score -5083450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -5083456.000000 Penalty: 1029.087402
	Iteration 24Q: 3 clusters Score -5083456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -5083457.500000 Penalty: 1029.087402
	Iteration 25Q: 3 clusters Score -5083458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -5083472.500000 Penalty: 1029.087402
	Iteration 26Q: 3 clusters Score -5083472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -5083472.500000 Penalty: 1029.087402
	Iteration 27Q: 3 clusters Score -5083472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -5083469.000000 Penalty: 1029.087402
	Iteration 28Q: 3 clusters Score -5083469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -5083469.500000 Penalty: 1029.087402
	Iteration 29Q: 3 clusters Score -5083470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -5083469.500000 Penalty: 1029.087402
	Iteration 30F: 3 clusters Score -5083470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2237.638916 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2237.639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2286.299561 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2299.557129 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2299.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2299.557129 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -2299.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -185428.890625 Penalty: 363.893677
	Iteration 0F: 2 clusters Score -185428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -183330.468750 Penalty: 727.787354
	Iteration 0F: 3 clusters Score -183330.5 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -184077.734375 Penalty: 727.787354
	Iteration 1F: 3 clusters Score -184077.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -184143.453125 Penalty: 727.787354
	Iteration 2F: 3 clusters Score -184143.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -184204.671875 Penalty: 727.787354
	Iteration 3Q: 3 clusters Score -184204.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -184266.000000 Penalty: 727.787354
	Iteration 4Q: 3 clusters Score -184266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -184318.859375 Penalty: 727.787354
	Iteration 5Q: 3 clusters Score -184318.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -184395.484375 Penalty: 727.787354
	Iteration 6Q: 3 clusters Score -184395.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -184510.562500 Penalty: 727.787354
	Iteration 7F: 3 clusters Score -184510.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -184656.265625 Penalty: 727.787354
	Iteration 8F: 3 clusters Score -184656.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -184789.750000 Penalty: 727.787354
	Iteration 9F: 3 clusters Score -184789.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -184900.203125 Penalty: 727.787354
	Iteration 10Q: 3 clusters Score -184900.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -184985.468750 Penalty: 727.787354
	Iteration 11Q: 3 clusters Score -184985.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -185044.640625 Penalty: 727.787354
	Iteration 12Q: 3 clusters Score -185044.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -185079.796875 Penalty: 727.787354
	Iteration 13Q: 3 clusters Score -185079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -185103.015625 Penalty: 727.787354
	Iteration 14Q: 3 clusters Score -185103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -185113.031250 Penalty: 727.787354
	Iteration 15Q: 3 clusters Score -185113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -185115.546875 Penalty: 727.787354
	Iteration 16Q: 3 clusters Score -185115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -185115.656250 Penalty: 727.787354
	Iteration 17Q: 3 clusters Score -185115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -185115.656250 Penalty: 727.787354
	Iteration 18F: 3 clusters Score -185115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Entering Unmasked Estep 
Score: -4944363.000000 Penalty: 512.929810
	Iteration 0F: 2 clusters Score -4944363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4891860.000000 Penalty: 1025.859619
	Iteration 0F: 3 clusters Score -4891860 nChanged 38549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4916073.500000 Penalty: 1025.859619
	Iteration 1F: 3 clusters Score -4916074 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -4917746.500000 Penalty: 1025.859619
	Iteration 2Q: 3 clusters Score -4917746 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -4920357.500000 Penalty: 1025.859619
	Iteration 3F: 3 clusters Score -4920358 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4924570.500000 Penalty: 1025.859619
	Iteration 4F: 3 clusters Score -4924570 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4929350.500000 Penalty: 1025.859619
	Iteration 5F: 3 clusters Score -4929350 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4932096.000000 Penalty: 1025.859619
	Iteration 6F: 3 clusters Score -4932096 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4933130.500000 Penalty: 1025.859619
	Iteration 7Q: 3 clusters Score -4933130 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4933724.500000 Penalty: 1025.859619
	Iteration 8Q: 3 clusters Score -4933724 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4934297.000000 Penalty: 1025.859619
	Iteration 9Q: 3 clusters Score -4934297 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4935054.000000 Penalty: 1025.859619
	Iteration 10Q: 3 clusters Score -4935054 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4935889.500000 Penalty: 1025.859619
	Iteration 11Q: 3 clusters Score -4935890 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4937028.000000 Penalty: 1025.859619
	Iteration 12Q: 3 clusters Score -4937028 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4938174.500000 Penalty: 1025.859619
	Iteration 13Q: 3 clusters Score -4938174 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4939243.500000 Penalty: 1025.859619
	Iteration 14Q: 3 clusters Score -4939244 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4940099.000000 Penalty: 1025.859619
	Iteration 15Q: 3 clusters Score -4940099 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4940771.000000 Penalty: 1025.859619
	Iteration 16Q: 3 clusters Score -4940771 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4941324.000000 Penalty: 1025.859619
	Iteration 17Q: 3 clusters Score -4941324 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4941693.000000 Penalty: 1025.859619
	Iteration 18Q: 3 clusters Score -4941693 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4941963.000000 Penalty: 1025.859619
	Iteration 19Q: 3 clusters Score -4941963 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4942164.500000 Penalty: 1025.859619
	Iteration 20F: 3 clusters Score -4942164 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4942289.500000 Penalty: 1025.859619
	Iteration 21Q: 3 clusters Score -4942290 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4942368.000000 Penalty: 1025.859619
	Iteration 22Q: 3 clusters Score -4942368 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -4942417.500000 Penalty: 1025.859619
	Iteration 23Q: 3 clusters Score -4942418 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4942434.000000 Penalty: 1025.859619
	Iteration 24Q: 3 clusters Score -4942434 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4942459.000000 Penalty: 1025.859619
	Iteration 25Q: 3 clusters Score -4942459 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4942470.500000 Penalty: 1025.859619
	Iteration 26Q: 3 clusters Score -4942470 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4942488.000000 Penalty: 1025.859619
	Iteration 27Q: 3 clusters Score -4942488 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -4942503.000000 Penalty: 1025.859619
	Iteration 28Q: 3 clusters Score -4942503 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4942525.500000 Penalty: 1025.859619
	Iteration 29Q: 3 clusters Score -4942526 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4942518.500000 Penalty: 1025.859619
	Iteration 30Q: 3 clusters Score -4942518 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4942552.000000 Penalty: 1025.859619
	Iteration 31Q: 3 clusters Score -4942552 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4942557.500000 Penalty: 1025.859619
	Iteration 32Q: 3 clusters Score -4942558 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4942576.500000 Penalty: 1025.859619
	Iteration 33Q: 3 clusters Score -4942576 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4942585.000000 Penalty: 1025.859619
	Iteration 34Q: 3 clusters Score -4942585 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4942602.500000 Penalty: 1025.859619
	Iteration 35Q: 3 clusters Score -4942602 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4942610.500000 Penalty: 1025.859619
	Iteration 36Q: 3 clusters Score -4942610 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4942619.000000 Penalty: 1025.859619
	Iteration 37Q: 3 clusters Score -4942619 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4942611.500000 Penalty: 1025.859619
	Iteration 38Q: 3 clusters Score -4942612 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4942608.000000 Penalty: 1025.859619
	Iteration 39Q: 3 clusters Score -4942608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4942634.000000 Penalty: 1025.859619
	Iteration 40F: 3 clusters Score -4942634 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4942662.000000 Penalty: 1025.859619
	Iteration 41Q: 3 clusters Score -4942662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4942669.500000 Penalty: 1025.859619
	Iteration 42Q: 3 clusters Score -4942670 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4942703.500000 Penalty: 1025.859619
	Iteration 43Q: 3 clusters Score -4942704 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4942703.500000 Penalty: 1025.859619
	Iteration 44Q: 3 clusters Score -4942704 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4942713.000000 Penalty: 1025.859619
	Iteration 45Q: 3 clusters Score -4942713 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4942741 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4942756 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4942811 nChanged 266
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Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4942844 nChanged 267
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Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4942931 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4942926 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4942952 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4942976 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4943010 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4943012 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4943062 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4943084 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4943111 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4943125.500000 Penalty: 1025.859619
	Iteration 69Q: 3 clusters Score -4943126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4943157.500000 Penalty: 1025.859619
	Iteration 70Q: 3 clusters Score -4943158 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4943170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4943186 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4943218 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4943226 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4943233 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4943246 nChanged 183
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Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4943265 nChanged 193
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Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4943280 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4943300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4943320 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4943324 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4943350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4943364 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4943376 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4943382 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4943401 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4943416.500000 Penalty: 1025.859619
	Iteration 88Q: 3 clusters Score -4943416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4943456 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4943468 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4943496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4943514.000000 Penalty: 1025.859619
	Iteration 92Q: 3 clusters Score -4943514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4943542 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4943589 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4943629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4943670 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4943680 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4943694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4943726 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4943757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4943794 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4943840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4943850 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4943876 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4943891 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4943900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4943927.500000 Penalty: 1025.859619
	Iteration 107Q: 3 clusters Score -4943928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4943930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4943928 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4943942 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4943956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4943974 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4943966 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4943984 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4943998 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4944031 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4944040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4944038.500000 Penalty: 1025.859619
	Iteration 118Q: 3 clusters Score -4944038 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4944066 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4944085 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4944093.500000 Penalty: 1025.859619
	Iteration 121Q: 3 clusters Score -4944094 nChanged 146
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Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4944112.500000 Penalty: 1025.859619
	Iteration 122Q: 3 clusters Score -4944112 nChanged 142
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Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4944122 nChanged 153
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Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4944114 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4944132.000000 Penalty: 1025.859619
	Iteration 125Q: 3 clusters Score -4944132 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4944166.000000 Penalty: 1025.859619
	Iteration 126Q: 3 clusters Score -4944166 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4944178.000000 Penalty: 1025.859619
	Iteration 127Q: 3 clusters Score -4944178 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4944177.000000 Penalty: 1025.859619
	Iteration 128Q: 3 clusters Score -4944177 nChanged 141
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Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4944186.000000 Penalty: 1025.859619
	Iteration 129Q: 3 clusters Score -4944186 nChanged 129
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Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4944183.000000 Penalty: 1025.859619
	Iteration 130Q: 3 clusters Score -4944183 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4944176.000000 Penalty: 1025.859619
	Iteration 131Q: 3 clusters Score -4944176 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4944193.000000 Penalty: 1025.859619
	Iteration 132Q: 3 clusters Score -4944193 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4944188.000000 Penalty: 1025.859619
	Iteration 133Q: 3 clusters Score -4944188 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4944200.500000 Penalty: 1025.859619
	Iteration 134Q: 3 clusters Score -4944200 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4944193.000000 Penalty: 1025.859619
	Iteration 135Q: 3 clusters Score -4944193 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4944196.500000 Penalty: 1025.859619
	Iteration 136Q: 3 clusters Score -4944196 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4944183.500000 Penalty: 1025.859619
	Iteration 137Q: 3 clusters Score -4944184 nChanged 41
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Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4944178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4944168.000000 Penalty: 1025.859619
	Iteration 139Q: 3 clusters Score -4944168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4944172.500000 Penalty: 1025.859619
	Iteration 140F: 3 clusters Score -4944172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4944177.000000 Penalty: 1025.859619
	Iteration 141Q: 3 clusters Score -4944177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4944188.500000 Penalty: 1025.859619
	Iteration 142Q: 3 clusters Score -4944188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4944182.500000 Penalty: 1025.859619
	Iteration 143Q: 3 clusters Score -4944182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4944174.000000 Penalty: 1025.859619
	Iteration 144Q: 3 clusters Score -4944174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4944174.500000 Penalty: 1025.859619
	Iteration 145Q: 3 clusters Score -4944174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4944170.500000 Penalty: 1025.859619
	Iteration 146Q: 3 clusters Score -4944170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4944175.500000 Penalty: 1025.859619
	Iteration 147Q: 3 clusters Score -4944176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4944172.500000 Penalty: 1025.859619
	Iteration 148Q: 3 clusters Score -4944172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4944174.000000 Penalty: 1025.859619
	Iteration 149Q: 3 clusters Score -4944174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4944174.500000 Penalty: 1025.859619
	Iteration 150Q: 3 clusters Score -4944174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4944174.500000 Penalty: 1025.859619
	Iteration 151Q: 3 clusters Score -4944174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4944176.500000 Penalty: 1025.859619
	Iteration 152Q: 3 clusters Score -4944176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4944177.000000 Penalty: 1025.859619
	Iteration 153Q: 3 clusters Score -4944177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4944180.500000 Penalty: 1025.859619
	Iteration 154Q: 3 clusters Score -4944180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4944178.000000 Penalty: 1025.859619
	Iteration 155Q: 3 clusters Score -4944178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4944178.000000 Penalty: 1025.859619
	Iteration 156F: 3 clusters Score -4944178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -4283.996582 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -4283.997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4084.836426 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4084.836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4132.060547 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4132.061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4150.141602 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -4150.142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4154.298828 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4154.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4154.298828 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -4154.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Entering Unmasked Estep 
Score: -3053312.250000 Penalty: 491.738647
	Iteration 0F: 2 clusters Score -3053312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3020239.750000 Penalty: 983.477295
	Iteration 0F: 3 clusters Score -3020240 nChanged 23849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3035214.250000 Penalty: 983.477295
	Iteration 1F: 3 clusters Score -3035214 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3036552.000000 Penalty: 983.477295
	Iteration 2F: 3 clusters Score -3036552 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3039108.250000 Penalty: 983.477295
	Iteration 3F: 3 clusters Score -3039108 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3043334.750000 Penalty: 983.477295
	Iteration 4F: 3 clusters Score -3043335 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3048228.000000 Penalty: 983.477295
	Iteration 5F: 3 clusters Score -3048228 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3051556.750000 Penalty: 983.477295
	Iteration 6F: 3 clusters Score -3051557 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3052609.000000 Penalty: 983.477295
	Iteration 7Q: 3 clusters Score -3052609 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3052783.750000 Penalty: 983.477295
	Iteration 8Q: 3 clusters Score -3052784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3052828.750000 Penalty: 983.477295
	Iteration 9Q: 3 clusters Score -3052829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3052850.250000 Penalty: 983.477295
	Iteration 10Q: 3 clusters Score -3052850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3052859.750000 Penalty: 983.477295
	Iteration 11Q: 3 clusters Score -3052860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3052866.500000 Penalty: 983.477295
	Iteration 12Q: 3 clusters Score -3052866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3052866.500000 Penalty: 983.477295
	Iteration 13F: 3 clusters Score -3052866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Entering Unmasked Estep 
Score: -891314.187500 Penalty: 437.101685
	Iteration 0F: 2 clusters Score -891314.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -881356.875000 Penalty: 874.203369
	Iteration 0F: 3 clusters Score -881356.9 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -885502.562500 Penalty: 874.203369
	Iteration 1F: 3 clusters Score -885502.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -885951.062500 Penalty: 874.203369
	Iteration 2F: 3 clusters Score -885951.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -886628.125000 Penalty: 874.203369
	Iteration 3F: 3 clusters Score -886628.1 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -887501.250000 Penalty: 874.203369
	Iteration 4F: 3 clusters Score -887501.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -888389.500000 Penalty: 874.203369
	Iteration 5F: 3 clusters Score -888389.5 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -888973.312500 Penalty: 874.203369
	Iteration 6F: 3 clusters Score -888973.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -889194.687500 Penalty: 874.203369
	Iteration 7Q: 3 clusters Score -889194.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -889282.562500 Penalty: 874.203369
	Iteration 8Q: 3 clusters Score -889282.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -889324.437500 Penalty: 874.203369
	Iteration 9Q: 3 clusters Score -889324.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -889362.312500 Penalty: 874.203369
	Iteration 10Q: 3 clusters Score -889362.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -889393.500000 Penalty: 874.203369
	Iteration 11Q: 3 clusters Score -889393.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -889422.750000 Penalty: 874.203369
	Iteration 12Q: 3 clusters Score -889422.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -889457.812500 Penalty: 874.203369
	Iteration 13Q: 3 clusters Score -889457.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -889500.625000 Penalty: 874.203369
	Iteration 14Q: 3 clusters Score -889500.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -889544.750000 Penalty: 874.203369
	Iteration 15Q: 3 clusters Score -889544.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -889587.125000 Penalty: 874.203369
	Iteration 16Q: 3 clusters Score -889587.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -889633.875000 Penalty: 874.203369
	Iteration 17Q: 3 clusters Score -889633.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -889679.500000 Penalty: 874.203369
	Iteration 18Q: 3 clusters Score -889679.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -889719.375000 Penalty: 874.203369
	Iteration 19Q: 3 clusters Score -889719.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -889771.312500 Penalty: 874.203369
	Iteration 20F: 3 clusters Score -889771.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -889826.375000 Penalty: 874.203369
	Iteration 21Q: 3 clusters Score -889826.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -889883.875000 Penalty: 874.203369
	Iteration 22Q: 3 clusters Score -889883.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -889935.250000 Penalty: 874.203369
	Iteration 23Q: 3 clusters Score -889935.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -889990.500000 Penalty: 874.203369
	Iteration 24Q: 3 clusters Score -889990.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -890065.812500 Penalty: 874.203369
	Iteration 25Q: 3 clusters Score -890065.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -890139.562500 Penalty: 874.203369
	Iteration 26Q: 3 clusters Score -890139.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -890207.937500 Penalty: 874.203369
	Iteration 27Q: 3 clusters Score -890207.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -890268.875000 Penalty: 874.203369
	Iteration 28Q: 3 clusters Score -890268.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -890340.375000 Penalty: 874.203369
	Iteration 29Q: 3 clusters Score -890340.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -890418.937500 Penalty: 874.203369
	Iteration 30Q: 3 clusters Score -890418.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -890501.937500 Penalty: 874.203369
	Iteration 31Q: 3 clusters Score -890501.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -890581.750000 Penalty: 874.203369
	Iteration 32Q: 3 clusters Score -890581.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -890648.125000 Penalty: 874.203369
	Iteration 33Q: 3 clusters Score -890648.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -890718.062500 Penalty: 874.203369
	Iteration 34Q: 3 clusters Score -890718.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -890763.312500 Penalty: 874.203369
	Iteration 35Q: 3 clusters Score -890763.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -890787.500000 Penalty: 874.203369
	Iteration 36Q: 3 clusters Score -890787.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -890807.062500 Penalty: 874.203369
	Iteration 37Q: 3 clusters Score -890807.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -890825.000000 Penalty: 874.203369
	Iteration 38Q: 3 clusters Score -890825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -890842.437500 Penalty: 874.203369
	Iteration 39Q: 3 clusters Score -890842.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -890853.750000 Penalty: 874.203369
	Iteration 40F: 3 clusters Score -890853.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -890867.625000 Penalty: 874.203369
	Iteration 41Q: 3 clusters Score -890867.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -890886.250000 Penalty: 874.203369
	Iteration 42Q: 3 clusters Score -890886.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -890899.875000 Penalty: 874.203369
	Iteration 43Q: 3 clusters Score -890899.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -890910.000000 Penalty: 874.203369
	Iteration 44Q: 3 clusters Score -890910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -890915.562500 Penalty: 874.203369
	Iteration 45Q: 3 clusters Score -890915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -890920.375000 Penalty: 874.203369
	Iteration 46Q: 3 clusters Score -890920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -890925.062500 Penalty: 874.203369
	Iteration 47Q: 3 clusters Score -890925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -890926.937500 Penalty: 874.203369
	Iteration 48Q: 3 clusters Score -890926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -890930.000000 Penalty: 874.203369
	Iteration 49Q: 3 clusters Score -890930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -890931.000000 Penalty: 874.203369
	Iteration 50Q: 3 clusters Score -890931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -890932.500000 Penalty: 874.203369
	Iteration 51Q: 3 clusters Score -890932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -890932.500000 Penalty: 874.203369
	Iteration 52F: 3 clusters Score -890932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -106023.289062 Penalty: 342.244598
	Iteration 0F: 2 clusters Score -106023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -104700.585938 Penalty: 684.489197
	Iteration 0F: 3 clusters Score -104700.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -105243.648438 Penalty: 684.489197
	Iteration 1F: 3 clusters Score -105243.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -105465.257812 Penalty: 684.489197
	Iteration 2F: 3 clusters Score -105465.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -105660.445312 Penalty: 684.489197
	Iteration 3F: 3 clusters Score -105660.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -105784.687500 Penalty: 684.489197
	Iteration 4F: 3 clusters Score -105784.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -105861.265625 Penalty: 684.489197
	Iteration 5F: 3 clusters Score -105861.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -105898.234375 Penalty: 684.489197
	Iteration 6Q: 3 clusters Score -105898.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -105921.164062 Penalty: 684.489197
	Iteration 7Q: 3 clusters Score -105921.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -105934.539062 Penalty: 684.489197
	Iteration 8Q: 3 clusters Score -105934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -105941.984375 Penalty: 684.489197
	Iteration 9Q: 3 clusters Score -105942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -105947.671875 Penalty: 684.489197
	Iteration 10Q: 3 clusters Score -105947.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -105950.906250 Penalty: 684.489197
	Iteration 11Q: 3 clusters Score -105950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -105956.414062 Penalty: 684.489197
	Iteration 12Q: 3 clusters Score -105956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -105960.054688 Penalty: 684.489197
	Iteration 13Q: 3 clusters Score -105960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -105966.937500 Penalty: 684.489197
	Iteration 14Q: 3 clusters Score -105966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -105973.835938 Penalty: 684.489197
	Iteration 15Q: 3 clusters Score -105973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -105975.671875 Penalty: 684.489197
	Iteration 16Q: 3 clusters Score -105975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -105976.343750 Penalty: 684.489197
	Iteration 17Q: 3 clusters Score -105976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -105976.648438 Penalty: 684.489197
	Iteration 18Q: 3 clusters Score -105976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -105976.898438 Penalty: 684.489197
	Iteration 19Q: 3 clusters Score -105976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -105976.898438 Penalty: 684.489197
	Iteration 20F: 3 clusters Score -105976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Entering Unmasked Estep 
Score: -1363640.000000 Penalty: 452.624481
	Iteration 0F: 2 clusters Score -1363640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1349704.000000 Penalty: 905.248962
	Iteration 0F: 3 clusters Score -1349704 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1355834.125000 Penalty: 905.248962
	Iteration 1F: 3 clusters Score -1355834 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1356500.625000 Penalty: 905.248962
	Iteration 2F: 3 clusters Score -1356501 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1357380.500000 Penalty: 905.248962
	Iteration 3F: 3 clusters Score -1357380 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1358499.000000 Penalty: 905.248962
	Iteration 4F: 3 clusters Score -1358499 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1359602.000000 Penalty: 905.248962
	Iteration 5F: 3 clusters Score -1359602 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1360552.750000 Penalty: 905.248962
	Iteration 6F: 3 clusters Score -1360553 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1361234.000000 Penalty: 905.248962
	Iteration 7Q: 3 clusters Score -1361234 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1361714.750000 Penalty: 905.248962
	Iteration 8Q: 3 clusters Score -1361715 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1362090.375000 Penalty: 905.248962
	Iteration 9Q: 3 clusters Score -1362090 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1362413.500000 Penalty: 905.248962
	Iteration 10Q: 3 clusters Score -1362414 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1362685.125000 Penalty: 905.248962
	Iteration 11Q: 3 clusters Score -1362685 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1362883.750000 Penalty: 905.248962
	Iteration 12Q: 3 clusters Score -1362884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -1363025.750000 Penalty: 905.248962
	Iteration 13Q: 3 clusters Score -1363026 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -1363137.250000 Penalty: 905.248962
	Iteration 14Q: 3 clusters Score -1363137 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1363206.875000 Penalty: 905.248962
	Iteration 15Q: 3 clusters Score -1363207 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1363259.375000 Penalty: 905.248962
	Iteration 16Q: 3 clusters Score -1363259 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1363301.875000 Penalty: 905.248962
	Iteration 17Q: 3 clusters Score -1363302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1363335.625000 Penalty: 905.248962
	Iteration 18Q: 3 clusters Score -1363336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1363354.125000 Penalty: 905.248962
	Iteration 19Q: 3 clusters Score -1363354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1363372.500000 Penalty: 905.248962
	Iteration 20F: 3 clusters Score -1363372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1363391.750000 Penalty: 905.248962
	Iteration 21Q: 3 clusters Score -1363392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1363406.000000 Penalty: 905.248962
	Iteration 22Q: 3 clusters Score -1363406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1363410.125000 Penalty: 905.248962
	Iteration 23Q: 3 clusters Score -1363410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1363413.625000 Penalty: 905.248962
	Iteration 24Q: 3 clusters Score -1363414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -1363417.500000 Penalty: 905.248962
	Iteration 25Q: 3 clusters Score -1363418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1363421.375000 Penalty: 905.248962
	Iteration 26Q: 3 clusters Score -1363421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -1363425.625000 Penalty: 905.248962
	Iteration 27Q: 3 clusters Score -1363426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1363428.375000 Penalty: 905.248962
	Iteration 28Q: 3 clusters Score -1363428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -1363427.625000 Penalty: 905.248962
	Iteration 29Q: 3 clusters Score -1363428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1363425.875000 Penalty: 905.248962
	Iteration 30Q: 3 clusters Score -1363426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1363428.250000 Penalty: 905.248962
	Iteration 31Q: 3 clusters Score -1363428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1363428.000000 Penalty: 905.248962
	Iteration 32Q: 3 clusters Score -1363428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1363429.000000 Penalty: 905.248962
	Iteration 33Q: 3 clusters Score -1363429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1363429.250000 Penalty: 905.248962
	Iteration 34Q: 3 clusters Score -1363429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -1363429.375000 Penalty: 905.248962
	Iteration 35Q: 3 clusters Score -1363429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1363430.375000 Penalty: 905.248962
	Iteration 36Q: 3 clusters Score -1363430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1363429.750000 Penalty: 905.248962
	Iteration 37Q: 3 clusters Score -1363430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1363429.500000 Penalty: 905.248962
	Iteration 38Q: 3 clusters Score -1363430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1363428.250000 Penalty: 905.248962
	Iteration 39Q: 3 clusters Score -1363428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1363428.500000 Penalty: 905.248962
	Iteration 40F: 3 clusters Score -1363428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Entering Unmasked Estep 
Score: -1119738.125000 Penalty: 443.227448
	Iteration 0F: 2 clusters Score -1119738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1108400.375000 Penalty: 886.454895
	Iteration 0F: 3 clusters Score -1108400 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1113016.625000 Penalty: 886.454895
	Iteration 1F: 3 clusters Score -1113017 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1113172.000000 Penalty: 886.454895
	Iteration 2Q: 3 clusters Score -1113172 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1113296.250000 Penalty: 886.454895
	Iteration 3Q: 3 clusters Score -1113296 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1113460.000000 Penalty: 886.454895
	Iteration 4Q: 3 clusters Score -1113460 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1113676.875000 Penalty: 886.454895
	Iteration 5Q: 3 clusters Score -1113677 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1114048.625000 Penalty: 886.454895
	Iteration 6Q: 3 clusters Score -1114049 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1114674.500000 Penalty: 886.454895
	Iteration 7F: 3 clusters Score -1114674 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1115476.125000 Penalty: 886.454895
	Iteration 8F: 3 clusters Score -1115476 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1116306.875000 Penalty: 886.454895
	Iteration 9F: 3 clusters Score -1116307 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1117116.250000 Penalty: 886.454895
	Iteration 10F: 3 clusters Score -1117116 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1117800.500000 Penalty: 886.454895
	Iteration 11Q: 3 clusters Score -1117800 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1118307.375000 Penalty: 886.454895
	Iteration 12Q: 3 clusters Score -1118307 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1118632.750000 Penalty: 886.454895
	Iteration 13Q: 3 clusters Score -1118633 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1118869.875000 Penalty: 886.454895
	Iteration 14Q: 3 clusters Score -1118870 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1119034.125000 Penalty: 886.454895
	Iteration 15Q: 3 clusters Score -1119034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1119120.875000 Penalty: 886.454895
	Iteration 16Q: 3 clusters Score -1119121 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1119192.000000 Penalty: 886.454895
	Iteration 17Q: 3 clusters Score -1119192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1119252.125000 Penalty: 886.454895
	Iteration 18Q: 3 clusters Score -1119252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1119295.125000 Penalty: 886.454895
	Iteration 19Q: 3 clusters Score -1119295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1119319.875000 Penalty: 886.454895
	Iteration 20F: 3 clusters Score -1119320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1119335.875000 Penalty: 886.454895
	Iteration 21Q: 3 clusters Score -1119336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1119351.500000 Penalty: 886.454895
	Iteration 22Q: 3 clusters Score -1119352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1119359.125000 Penalty: 886.454895
	Iteration 23Q: 3 clusters Score -1119359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1119367.750000 Penalty: 886.454895
	Iteration 24Q: 3 clusters Score -1119368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1119376.500000 Penalty: 886.454895
	Iteration 25Q: 3 clusters Score -1119376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1119382.625000 Penalty: 886.454895
	Iteration 26Q: 3 clusters Score -1119383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1119384.125000 Penalty: 886.454895
	Iteration 27Q: 3 clusters Score -1119384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1119384.875000 Penalty: 886.454895
	Iteration 28Q: 3 clusters Score -1119385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1119385.750000 Penalty: 886.454895
	Iteration 29Q: 3 clusters Score -1119386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1119386.875000 Penalty: 886.454895
	Iteration 30Q: 3 clusters Score -1119387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1119388.500000 Penalty: 886.454895
	Iteration 31Q: 3 clusters Score -1119388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1119390.125000 Penalty: 886.454895
	Iteration 32Q: 3 clusters Score -1119390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1119391.875000 Penalty: 886.454895
	Iteration 33Q: 3 clusters Score -1119392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1119392.375000 Penalty: 886.454895
	Iteration 34Q: 3 clusters Score -1119392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1119393.250000 Penalty: 886.454895
	Iteration 35Q: 3 clusters Score -1119393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1119397.000000 Penalty: 886.454895
	Iteration 36Q: 3 clusters Score -1119397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1119397.625000 Penalty: 886.454895
	Iteration 37Q: 3 clusters Score -1119398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1119398.250000 Penalty: 886.454895
	Iteration 38Q: 3 clusters Score -1119398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1119399.500000 Penalty: 886.454895
	Iteration 39Q: 3 clusters Score -1119400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1119401.500000 Penalty: 886.454895
	Iteration 40F: 3 clusters Score -1119402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1119403.750000 Penalty: 886.454895
	Iteration 41Q: 3 clusters Score -1119404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1119406.500000 Penalty: 886.454895
	Iteration 42Q: 3 clusters Score -1119406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1119407.750000 Penalty: 886.454895
	Iteration 43Q: 3 clusters Score -1119408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1119408.375000 Penalty: 886.454895
	Iteration 44Q: 3 clusters Score -1119408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1119408.250000 Penalty: 886.454895
	Iteration 45Q: 3 clusters Score -1119408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1119408.250000 Penalty: 886.454895
	Iteration 46F: 3 clusters Score -1119408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Entering Unmasked Estep 
Score: -743811.312500 Penalty: 429.473999
	Iteration 0F: 2 clusters Score -743811.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -735431.562500 Penalty: 858.947998
	Iteration 0F: 3 clusters Score -735431.6 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -738929.625000 Penalty: 858.947998
	Iteration 1F: 3 clusters Score -738929.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -739292.750000 Penalty: 858.947998
	Iteration 2Q: 3 clusters Score -739292.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -739789.875000 Penalty: 858.947998
	Iteration 3F: 3 clusters Score -739789.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -740393.375000 Penalty: 858.947998
	Iteration 4F: 3 clusters Score -740393.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -740999.500000 Penalty: 858.947998
	Iteration 5F: 3 clusters Score -740999.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -741530.500000 Penalty: 858.947998
	Iteration 6F: 3 clusters Score -741530.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -741987.500000 Penalty: 858.947998
	Iteration 7F: 3 clusters Score -741987.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -742342.625000 Penalty: 858.947998
	Iteration 8Q: 3 clusters Score -742342.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -742618.937500 Penalty: 858.947998
	Iteration 9Q: 3 clusters Score -742618.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -742830.562500 Penalty: 858.947998
	Iteration 10Q: 3 clusters Score -742830.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -742998.875000 Penalty: 858.947998
	Iteration 11Q: 3 clusters Score -742998.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -743121.562500 Penalty: 858.947998
	Iteration 12Q: 3 clusters Score -743121.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -743199.687500 Penalty: 858.947998
	Iteration 13Q: 3 clusters Score -743199.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -743262.812500 Penalty: 858.947998
	Iteration 14Q: 3 clusters Score -743262.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -743309.625000 Penalty: 858.947998
	Iteration 15Q: 3 clusters Score -743309.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -743347.125000 Penalty: 858.947998
	Iteration 16Q: 3 clusters Score -743347.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -743379.375000 Penalty: 858.947998
	Iteration 17Q: 3 clusters Score -743379.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -743402.875000 Penalty: 858.947998
	Iteration 18Q: 3 clusters Score -743402.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -743421.375000 Penalty: 858.947998
	Iteration 19Q: 3 clusters Score -743421.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -743429.625000 Penalty: 858.947998
	Iteration 20F: 3 clusters Score -743429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -743434.875000 Penalty: 858.947998
	Iteration 21Q: 3 clusters Score -743434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -743438.000000 Penalty: 858.947998
	Iteration 22Q: 3 clusters Score -743438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -743441.125000 Penalty: 858.947998
	Iteration 23Q: 3 clusters Score -743441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -743440.875000 Penalty: 858.947998
	Iteration 24Q: 3 clusters Score -743440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -743442.000000 Penalty: 858.947998
	Iteration 25Q: 3 clusters Score -743442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -743442.000000 Penalty: 858.947998
	Iteration 26F: 3 clusters Score -743442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1963357.750000 Penalty: 469.193634
	Iteration 0F: 2 clusters Score -1963358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1943506.500000 Penalty: 938.387268
	Iteration 0F: 3 clusters Score -1943506 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1952546.875000 Penalty: 938.387268
	Iteration 1F: 3 clusters Score -1952547 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1953778.500000 Penalty: 938.387268
	Iteration 2F: 3 clusters Score -1953778 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1955537.125000 Penalty: 938.387268
	Iteration 3F: 3 clusters Score -1955537 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1957654.625000 Penalty: 938.387268
	Iteration 4F: 3 clusters Score -1957655 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1959596.375000 Penalty: 938.387268
	Iteration 5F: 3 clusters Score -1959596 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1960968.125000 Penalty: 938.387268
	Iteration 6F: 3 clusters Score -1960968 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1961736.000000 Penalty: 938.387268
	Iteration 7Q: 3 clusters Score -1961736 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1962199.750000 Penalty: 938.387268
	Iteration 8Q: 3 clusters Score -1962200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1962496.125000 Penalty: 938.387268
	Iteration 9Q: 3 clusters Score -1962496 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1962706.250000 Penalty: 938.387268
	Iteration 10Q: 3 clusters Score -1962706 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1962814.625000 Penalty: 938.387268
	Iteration 11Q: 3 clusters Score -1962815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1962865.375000 Penalty: 938.387268
	Iteration 12Q: 3 clusters Score -1962865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1962894.750000 Penalty: 938.387268
	Iteration 13Q: 3 clusters Score -1962895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1962916.875000 Penalty: 938.387268
	Iteration 14Q: 3 clusters Score -1962917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1962940.125000 Penalty: 938.387268
	Iteration 15Q: 3 clusters Score -1962940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1962953.000000 Penalty: 938.387268
	Iteration 16Q: 3 clusters Score -1962953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1962962.625000 Penalty: 938.387268
	Iteration 17Q: 3 clusters Score -1962963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1962973.625000 Penalty: 938.387268
	Iteration 18Q: 3 clusters Score -1962974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1962978.875000 Penalty: 938.387268
	Iteration 19Q: 3 clusters Score -1962979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1962980.750000 Penalty: 938.387268
	Iteration 20F: 3 clusters Score -1962981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Entering Unmasked Estep 
Score: -228373.062500 Penalty: 371.303589
	Iteration 0F: 2 clusters Score -228373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -225922.984375 Penalty: 742.607178
	Iteration 0F: 3 clusters Score -225923 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -226886.890625 Penalty: 742.607178
	Iteration 1F: 3 clusters Score -226886.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -226995.218750 Penalty: 742.607178
	Iteration 2F: 3 clusters Score -226995.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -227087.562500 Penalty: 742.607178
	Iteration 3F: 3 clusters Score -227087.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -227179.437500 Penalty: 742.607178
	Iteration 4Q: 3 clusters Score -227179.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -227283.562500 Penalty: 742.607178
	Iteration 5Q: 3 clusters Score -227283.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -227399.796875 Penalty: 742.607178
	Iteration 6Q: 3 clusters Score -227399.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -227495.500000 Penalty: 742.607178
	Iteration 7Q: 3 clusters Score -227495.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -227574.062500 Penalty: 742.607178
	Iteration 8Q: 3 clusters Score -227574.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -227638.906250 Penalty: 742.607178
	Iteration 9Q: 3 clusters Score -227638.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -227677.031250 Penalty: 742.607178
	Iteration 10Q: 3 clusters Score -227677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227706.609375 Penalty: 742.607178
	Iteration 11Q: 3 clusters Score -227706.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -227729.062500 Penalty: 742.607178
	Iteration 12Q: 3 clusters Score -227729.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -227740.203125 Penalty: 742.607178
	Iteration 13Q: 3 clusters Score -227740.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227752.359375 Penalty: 742.607178
	Iteration 14Q: 3 clusters Score -227752.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -227766.968750 Penalty: 742.607178
	Iteration 15Q: 3 clusters Score -227767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -227783.375000 Penalty: 742.607178
	Iteration 16Q: 3 clusters Score -227783.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227790.296875 Penalty: 742.607178
	Iteration 17Q: 3 clusters Score -227790.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -227794.390625 Penalty: 742.607178
	Iteration 18Q: 3 clusters Score -227794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227798.296875 Penalty: 742.607178
	Iteration 19Q: 3 clusters Score -227798.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -227802.937500 Penalty: 742.607178
	Iteration 20F: 3 clusters Score -227802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227807.859375 Penalty: 742.607178
	Iteration 21Q: 3 clusters Score -227807.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -227813.531250 Penalty: 742.607178
	Iteration 22Q: 3 clusters Score -227813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227817.828125 Penalty: 742.607178
	Iteration 23Q: 3 clusters Score -227817.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -227826.093750 Penalty: 742.607178
	Iteration 24Q: 3 clusters Score -227826.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -227834.312500 Penalty: 742.607178
	Iteration 25Q: 3 clusters Score -227834.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -227841.921875 Penalty: 742.607178
	Iteration 26Q: 3 clusters Score -227841.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -227851.812500 Penalty: 742.607178
	Iteration 27Q: 3 clusters Score -227851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -227864.562500 Penalty: 742.607178
	Iteration 28Q: 3 clusters Score -227864.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -227877.156250 Penalty: 742.607178
	Iteration 29Q: 3 clusters Score -227877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -227884.640625 Penalty: 742.607178
	Iteration 30Q: 3 clusters Score -227884.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -227894.281250 Penalty: 742.607178
	Iteration 31Q: 3 clusters Score -227894.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -227904.171875 Penalty: 742.607178
	Iteration 32Q: 3 clusters Score -227904.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -227912.937500 Penalty: 742.607178
	Iteration 33Q: 3 clusters Score -227912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -227920.593750 Penalty: 742.607178
	Iteration 34Q: 3 clusters Score -227920.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -227927.484375 Penalty: 742.607178
	Iteration 35Q: 3 clusters Score -227927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -227932.421875 Penalty: 742.607178
	Iteration 36Q: 3 clusters Score -227932.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -227935.875000 Penalty: 742.607178
	Iteration 37Q: 3 clusters Score -227935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -227942.671875 Penalty: 742.607178
	Iteration 38Q: 3 clusters Score -227942.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -227953.578125 Penalty: 742.607178
	Iteration 39Q: 3 clusters Score -227953.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -227964.156250 Penalty: 742.607178
	Iteration 40F: 3 clusters Score -227964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -227971.843750 Penalty: 742.607178
	Iteration 41Q: 3 clusters Score -227971.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -227977.671875 Penalty: 742.607178
	Iteration 42Q: 3 clusters Score -227977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -227978.968750 Penalty: 742.607178
	Iteration 43Q: 3 clusters Score -227979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -227979.687500 Penalty: 742.607178
	Iteration 44Q: 3 clusters Score -227979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -227980.734375 Penalty: 742.607178
	Iteration 45Q: 3 clusters Score -227980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -227981.093750 Penalty: 742.607178
	Iteration 46Q: 3 clusters Score -227981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -227981.609375 Penalty: 742.607178
	Iteration 47Q: 3 clusters Score -227981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -227982.406250 Penalty: 742.607178
	Iteration 48Q: 3 clusters Score -227982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -227982.765625 Penalty: 742.607178
	Iteration 49Q: 3 clusters Score -227982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -227982.703125 Penalty: 742.607178
	Iteration 50Q: 3 clusters Score -227982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -227983.031250 Penalty: 742.607178
	Iteration 51Q: 3 clusters Score -227983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -227983.765625 Penalty: 742.607178
	Iteration 52Q: 3 clusters Score -227983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -227985.062500 Penalty: 742.607178
	Iteration 53Q: 3 clusters Score -227985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -227989.250000 Penalty: 742.607178
	Iteration 54Q: 3 clusters Score -227989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -227995.171875 Penalty: 742.607178
	Iteration 55Q: 3 clusters Score -227995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -228000.765625 Penalty: 742.607178
	Iteration 56Q: 3 clusters Score -228000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -228008.781250 Penalty: 742.607178
	Iteration 57Q: 3 clusters Score -228008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -228013.093750 Penalty: 742.607178
	Iteration 58Q: 3 clusters Score -228013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -228017.453125 Penalty: 742.607178
	Iteration 59Q: 3 clusters Score -228017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -228023.359375 Penalty: 742.607178
	Iteration 60F: 3 clusters Score -228023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -228026.140625 Penalty: 742.607178
	Iteration 61Q: 3 clusters Score -228026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -228027.562500 Penalty: 742.607178
	Iteration 62Q: 3 clusters Score -228027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -228028.703125 Penalty: 742.607178
	Iteration 63Q: 3 clusters Score -228028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -228028.703125 Penalty: 742.607178
	Iteration 64F: 3 clusters Score -228028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -185228.921875 Penalty: 365.294678
	Iteration 0F: 2 clusters Score -185228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -183060.750000 Penalty: 730.589355
	Iteration 0F: 3 clusters Score -183060.8 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -183923.593750 Penalty: 730.589355
	Iteration 1F: 3 clusters Score -183923.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -184083.750000 Penalty: 730.589355
	Iteration 2F: 3 clusters Score -184083.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -184207.500000 Penalty: 730.589355
	Iteration 3F: 3 clusters Score -184207.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -184324.609375 Penalty: 730.589355
	Iteration 4F: 3 clusters Score -184324.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -184458.531250 Penalty: 730.589355
	Iteration 5F: 3 clusters Score -184458.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -184549.875000 Penalty: 730.589355
	Iteration 6Q: 3 clusters Score -184549.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -184592.156250 Penalty: 730.589355
	Iteration 7Q: 3 clusters Score -184592.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -184622.515625 Penalty: 730.589355
	Iteration 8Q: 3 clusters Score -184622.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -184643.546875 Penalty: 730.589355
	Iteration 9Q: 3 clusters Score -184643.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -184661.765625 Penalty: 730.589355
	Iteration 10Q: 3 clusters Score -184661.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -184678.921875 Penalty: 730.589355
	Iteration 11Q: 3 clusters Score -184678.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -184690.046875 Penalty: 730.589355
	Iteration 12Q: 3 clusters Score -184690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -184698.312500 Penalty: 730.589355
	Iteration 13Q: 3 clusters Score -184698.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -184707.109375 Penalty: 730.589355
	Iteration 14Q: 3 clusters Score -184707.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -184720.000000 Penalty: 730.589355
	Iteration 15Q: 3 clusters Score -184720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -184737.562500 Penalty: 730.589355
	Iteration 16Q: 3 clusters Score -184737.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184753.296875 Penalty: 730.589355
	Iteration 17Q: 3 clusters Score -184753.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -184763.171875 Penalty: 730.589355
	Iteration 18Q: 3 clusters Score -184763.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -184775.671875 Penalty: 730.589355
	Iteration 19Q: 3 clusters Score -184775.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -184787.187500 Penalty: 730.589355
	Iteration 20F: 3 clusters Score -184787.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -184796.687500 Penalty: 730.589355
	Iteration 21Q: 3 clusters Score -184796.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -184803.390625 Penalty: 730.589355
	Iteration 22Q: 3 clusters Score -184803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -184808.953125 Penalty: 730.589355
	Iteration 23Q: 3 clusters Score -184809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184814.828125 Penalty: 730.589355
	Iteration 24Q: 3 clusters Score -184814.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -184823.312500 Penalty: 730.589355
	Iteration 25Q: 3 clusters Score -184823.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -184830.703125 Penalty: 730.589355
	Iteration 26Q: 3 clusters Score -184830.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -184839.828125 Penalty: 730.589355
	Iteration 27Q: 3 clusters Score -184839.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -184846.984375 Penalty: 730.589355
	Iteration 28Q: 3 clusters Score -184847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -184850.312500 Penalty: 730.589355
	Iteration 29Q: 3 clusters Score -184850.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -184854.093750 Penalty: 730.589355
	Iteration 30Q: 3 clusters Score -184854.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -184857.046875 Penalty: 730.589355
	Iteration 31Q: 3 clusters Score -184857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -184859.578125 Penalty: 730.589355
	Iteration 32Q: 3 clusters Score -184859.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184860.671875 Penalty: 730.589355
	Iteration 33Q: 3 clusters Score -184860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184861.984375 Penalty: 730.589355
	Iteration 34Q: 3 clusters Score -184862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184863.578125 Penalty: 730.589355
	Iteration 35Q: 3 clusters Score -184863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184864.453125 Penalty: 730.589355
	Iteration 36Q: 3 clusters Score -184864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184865.328125 Penalty: 730.589355
	Iteration 37Q: 3 clusters Score -184865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184865.906250 Penalty: 730.589355
	Iteration 38Q: 3 clusters Score -184865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184867.187500 Penalty: 730.589355
	Iteration 39Q: 3 clusters Score -184867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184869.218750 Penalty: 730.589355
	Iteration 40F: 3 clusters Score -184869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184870.578125 Penalty: 730.589355
	Iteration 41Q: 3 clusters Score -184870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -184872.375000 Penalty: 730.589355
	Iteration 42Q: 3 clusters Score -184872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -184874.671875 Penalty: 730.589355
	Iteration 43Q: 3 clusters Score -184874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -184877.125000 Penalty: 730.589355
	Iteration 44Q: 3 clusters Score -184877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -184878.218750 Penalty: 730.589355
	Iteration 45Q: 3 clusters Score -184878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -184878.578125 Penalty: 730.589355
	Iteration 46Q: 3 clusters Score -184878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -184879.593750 Penalty: 730.589355
	Iteration 47Q: 3 clusters Score -184879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184879.656250 Penalty: 730.589355
	Iteration 48Q: 3 clusters Score -184879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184880.187500 Penalty: 730.589355
	Iteration 49Q: 3 clusters Score -184880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184881.343750 Penalty: 730.589355
	Iteration 50Q: 3 clusters Score -184881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -184881.593750 Penalty: 730.589355
	Iteration 51Q: 3 clusters Score -184881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184883.531250 Penalty: 730.589355
	Iteration 52Q: 3 clusters Score -184883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184886.328125 Penalty: 730.589355
	Iteration 53Q: 3 clusters Score -184886.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -184889.640625 Penalty: 730.589355
	Iteration 54Q: 3 clusters Score -184889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -184894.437500 Penalty: 730.589355
	Iteration 55Q: 3 clusters Score -184894.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -184896.984375 Penalty: 730.589355
	Iteration 56Q: 3 clusters Score -184897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184898.281250 Penalty: 730.589355
	Iteration 57Q: 3 clusters Score -184898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184899.656250 Penalty: 730.589355
	Iteration 58Q: 3 clusters Score -184899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184900.671875 Penalty: 730.589355
	Iteration 59Q: 3 clusters Score -184900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184900.828125 Penalty: 730.589355
	Iteration 60F: 3 clusters Score -184900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184901.421875 Penalty: 730.589355
	Iteration 61Q: 3 clusters Score -184901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -184901.812500 Penalty: 730.589355
	Iteration 62Q: 3 clusters Score -184901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -184901.828125 Penalty: 730.589355
	Iteration 63Q: 3 clusters Score -184901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184902.109375 Penalty: 730.589355
	Iteration 64Q: 3 clusters Score -184902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -184902.765625 Penalty: 730.589355
	Iteration 65Q: 3 clusters Score -184902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -184902.296875 Penalty: 730.589355
	Iteration 66Q: 3 clusters Score -184902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -184902.625000 Penalty: 730.589355
	Iteration 67Q: 3 clusters Score -184902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -184902.734375 Penalty: 730.589355
	Iteration 68Q: 3 clusters Score -184902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -184902.843750 Penalty: 730.589355
	Iteration 69Q: 3 clusters Score -184902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -184903.265625 Penalty: 730.589355
	Iteration 70Q: 3 clusters Score -184903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -184904.203125 Penalty: 730.589355
	Iteration 71Q: 3 clusters Score -184904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184905.375000 Penalty: 730.589355
	Iteration 72Q: 3 clusters Score -184905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184908.000000 Penalty: 730.589355
	Iteration 73Q: 3 clusters Score -184908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -184910.484375 Penalty: 730.589355
	Iteration 74Q: 3 clusters Score -184910.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -184911.453125 Penalty: 730.589355
	Iteration 75Q: 3 clusters Score -184911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -184914.375000 Penalty: 730.589355
	Iteration 76Q: 3 clusters Score -184914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184918.265625 Penalty: 730.589355
	Iteration 77Q: 3 clusters Score -184918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -184920.875000 Penalty: 730.589355
	Iteration 78Q: 3 clusters Score -184920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -184921.906250 Penalty: 730.589355
	Iteration 79Q: 3 clusters Score -184921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -184922.953125 Penalty: 730.589355
	Iteration 80F: 3 clusters Score -184923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184924.390625 Penalty: 730.589355
	Iteration 81Q: 3 clusters Score -184924.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -184925.359375 Penalty: 730.589355
	Iteration 82Q: 3 clusters Score -184925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184926.453125 Penalty: 730.589355
	Iteration 83Q: 3 clusters Score -184926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -184928.000000 Penalty: 730.589355
	Iteration 84Q: 3 clusters Score -184928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -184930.453125 Penalty: 730.589355
	Iteration 85Q: 3 clusters Score -184930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -184932.484375 Penalty: 730.589355
	Iteration 86Q: 3 clusters Score -184932.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -184936.046875 Penalty: 730.589355
	Iteration 87Q: 3 clusters Score -184936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -184939.953125 Penalty: 730.589355
	Iteration 88Q: 3 clusters Score -184940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -184944.250000 Penalty: 730.589355
	Iteration 89Q: 3 clusters Score -184944.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -184945.875000 Penalty: 730.589355
	Iteration 90Q: 3 clusters Score -184945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -184946.687500 Penalty: 730.589355
	Iteration 91Q: 3 clusters Score -184946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -184948.484375 Penalty: 730.589355
	Iteration 92Q: 3 clusters Score -184948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -184951.375000 Penalty: 730.589355
	Iteration 93Q: 3 clusters Score -184951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -184953.671875 Penalty: 730.589355
	Iteration 94Q: 3 clusters Score -184953.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -184955.703125 Penalty: 730.589355
	Iteration 95Q: 3 clusters Score -184955.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -184957.656250 Penalty: 730.589355
	Iteration 96Q: 3 clusters Score -184957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -184960.093750 Penalty: 730.589355
	Iteration 97Q: 3 clusters Score -184960.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -184963.015625 Penalty: 730.589355
	Iteration 98Q: 3 clusters Score -184963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -184965.109375 Penalty: 730.589355
	Iteration 99Q: 3 clusters Score -184965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -184965.515625 Penalty: 730.589355
	Iteration 100F: 3 clusters Score -184965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -184966.187500 Penalty: 730.589355
	Iteration 101Q: 3 clusters Score -184966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -184967.281250 Penalty: 730.589355
	Iteration 102Q: 3 clusters Score -184967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -184968.984375 Penalty: 730.589355
	Iteration 103Q: 3 clusters Score -184969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -184970.296875 Penalty: 730.589355
	Iteration 104Q: 3 clusters Score -184970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -184970.640625 Penalty: 730.589355
	Iteration 105Q: 3 clusters Score -184970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184971.578125 Penalty: 730.589355
	Iteration 106Q: 3 clusters Score -184971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -184972.593750 Penalty: 730.589355
	Iteration 107Q: 3 clusters Score -184972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -184972.906250 Penalty: 730.589355
	Iteration 108Q: 3 clusters Score -184972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -184973.312500 Penalty: 730.589355
	Iteration 109Q: 3 clusters Score -184973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -184974.078125 Penalty: 730.589355
	Iteration 110Q: 3 clusters Score -184974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -184973.703125 Penalty: 730.589355
	Iteration 111Q: 3 clusters Score -184973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -184974.375000 Penalty: 730.589355
	Iteration 112Q: 3 clusters Score -184974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -184974.375000 Penalty: 730.589355
	Iteration 113F: 3 clusters Score -184974.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -746555.875000 Penalty: 427.172333
	Iteration 0F: 2 clusters Score -746555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -738657.812500 Penalty: 854.344666
	Iteration 0F: 3 clusters Score -738657.8 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -742044.687500 Penalty: 854.344666
	Iteration 1F: 3 clusters Score -742044.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -742250.812500 Penalty: 854.344666
	Iteration 2Q: 3 clusters Score -742250.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -742477.250000 Penalty: 854.344666
	Iteration 3Q: 3 clusters Score -742477.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -742727.625000 Penalty: 854.344666
	Iteration 4Q: 3 clusters Score -742727.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -743015.937500 Penalty: 854.344666
	Iteration 5Q: 3 clusters Score -743015.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -743367.437500 Penalty: 854.344666
	Iteration 6F: 3 clusters Score -743367.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -743817.500000 Penalty: 854.344666
	Iteration 7F: 3 clusters Score -743817.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -744349.312500 Penalty: 854.344666
	Iteration 8F: 3 clusters Score -744349.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -744868.250000 Penalty: 854.344666
	Iteration 9F: 3 clusters Score -744868.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -745271.875000 Penalty: 854.344666
	Iteration 10Q: 3 clusters Score -745271.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -745585.062500 Penalty: 854.344666
	Iteration 11Q: 3 clusters Score -745585.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -745793.625000 Penalty: 854.344666
	Iteration 12Q: 3 clusters Score -745793.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -745921.937500 Penalty: 854.344666
	Iteration 13Q: 3 clusters Score -745921.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -746010.375000 Penalty: 854.344666
	Iteration 14Q: 3 clusters Score -746010.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -746076.375000 Penalty: 854.344666
	Iteration 15Q: 3 clusters Score -746076.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -746107.937500 Penalty: 854.344666
	Iteration 16Q: 3 clusters Score -746107.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -746137.625000 Penalty: 854.344666
	Iteration 17Q: 3 clusters Score -746137.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -746165.250000 Penalty: 854.344666
	Iteration 18Q: 3 clusters Score -746165.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -746173.687500 Penalty: 854.344666
	Iteration 19Q: 3 clusters Score -746173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -746182.625000 Penalty: 854.344666
	Iteration 20F: 3 clusters Score -746182.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -746193.000000 Penalty: 854.344666
	Iteration 21Q: 3 clusters Score -746193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -746203.000000 Penalty: 854.344666
	Iteration 22Q: 3 clusters Score -746203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -746209.250000 Penalty: 854.344666
	Iteration 23Q: 3 clusters Score -746209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -746214.375000 Penalty: 854.344666
	Iteration 24Q: 3 clusters Score -746214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -746222.312500 Penalty: 854.344666
	Iteration 25Q: 3 clusters Score -746222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -746225.875000 Penalty: 854.344666
	Iteration 26Q: 3 clusters Score -746225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -746229.687500 Penalty: 854.344666
	Iteration 27Q: 3 clusters Score -746229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -746233.375000 Penalty: 854.344666
	Iteration 28Q: 3 clusters Score -746233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -746234.625000 Penalty: 854.344666
	Iteration 29Q: 3 clusters Score -746234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -746236.875000 Penalty: 854.344666
	Iteration 30Q: 3 clusters Score -746236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -746237.375000 Penalty: 854.344666
	Iteration 31Q: 3 clusters Score -746237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -746241.000000 Penalty: 854.344666
	Iteration 32Q: 3 clusters Score -746241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -746246.750000 Penalty: 854.344666
	Iteration 33Q: 3 clusters Score -746246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -746252.062500 Penalty: 854.344666
	Iteration 34Q: 3 clusters Score -746252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -746253.687500 Penalty: 854.344666
	Iteration 35Q: 3 clusters Score -746253.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -746260.437500 Penalty: 854.344666
	Iteration 36Q: 3 clusters Score -746260.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -746268.125000 Penalty: 854.344666
	Iteration 37Q: 3 clusters Score -746268.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -746273.687500 Penalty: 854.344666
	Iteration 38Q: 3 clusters Score -746273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -746275.812500 Penalty: 854.344666
	Iteration 39Q: 3 clusters Score -746275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -746279.875000 Penalty: 854.344666
	Iteration 40F: 3 clusters Score -746279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -746280.812500 Penalty: 854.344666
	Iteration 41Q: 3 clusters Score -746280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -746279.625000 Penalty: 854.344666
	Iteration 42Q: 3 clusters Score -746279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -746279.625000 Penalty: 854.344666
	Iteration 43F: 3 clusters Score -746279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -294359.531250 Penalty: 383.131012
	Iteration 0F: 2 clusters Score -294359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -291236.406250 Penalty: 766.262024
	Iteration 0F: 3 clusters Score -291236.4 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -292378.812500 Penalty: 766.262024
	Iteration 1F: 3 clusters Score -292378.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -292468.656250 Penalty: 766.262024
	Iteration 2Q: 3 clusters Score -292468.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -292587.281250 Penalty: 766.262024
	Iteration 3F: 3 clusters Score -292587.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -292740.531250 Penalty: 766.262024
	Iteration 4F: 3 clusters Score -292740.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -292916.875000 Penalty: 766.262024
	Iteration 5F: 3 clusters Score -292916.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -293116.250000 Penalty: 766.262024
	Iteration 6F: 3 clusters Score -293116.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -293361.531250 Penalty: 766.262024
	Iteration 7F: 3 clusters Score -293361.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -293587.906250 Penalty: 766.262024
	Iteration 8F: 3 clusters Score -293587.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -293770.406250 Penalty: 766.262024
	Iteration 9Q: 3 clusters Score -293770.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -293866.718750 Penalty: 766.262024
	Iteration 10Q: 3 clusters Score -293866.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -293911.625000 Penalty: 766.262024
	Iteration 11Q: 3 clusters Score -293911.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -293938.156250 Penalty: 766.262024
	Iteration 12Q: 3 clusters Score -293938.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -293965.343750 Penalty: 766.262024
	Iteration 13Q: 3 clusters Score -293965.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -293996.062500 Penalty: 766.262024
	Iteration 14Q: 3 clusters Score -293996.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -294017.375000 Penalty: 766.262024
	Iteration 15Q: 3 clusters Score -294017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -294027.312500 Penalty: 766.262024
	Iteration 16Q: 3 clusters Score -294027.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -294029.468750 Penalty: 766.262024
	Iteration 17Q: 3 clusters Score -294029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -294029.468750 Penalty: 766.262024
	Iteration 18F: 3 clusters Score -294029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -87800.460938 Penalty: 328.759399
	Iteration 0F: 2 clusters Score -87800.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -86772.617188 Penalty: 657.518799
	Iteration 0F: 3 clusters Score -86772.62 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87077.476562 Penalty: 657.518799
	Iteration 1F: 3 clusters Score -87077.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -87159.609375 Penalty: 657.518799
	Iteration 2F: 3 clusters Score -87159.61 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -87265.867188 Penalty: 657.518799
	Iteration 3F: 3 clusters Score -87265.87 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -87353.976562 Penalty: 657.518799
	Iteration 4F: 3 clusters Score -87353.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -87418.687500 Penalty: 657.518799
	Iteration 5F: 3 clusters Score -87418.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87465.453125 Penalty: 657.518799
	Iteration 6Q: 3 clusters Score -87465.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87504.367188 Penalty: 657.518799
	Iteration 7Q: 3 clusters Score -87504.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87538.984375 Penalty: 657.518799
	Iteration 8Q: 3 clusters Score -87538.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87560.203125 Penalty: 657.518799
	Iteration 9Q: 3 clusters Score -87560.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87572.523438 Penalty: 657.518799
	Iteration 10Q: 3 clusters Score -87572.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -87585.406250 Penalty: 657.518799
	Iteration 11Q: 3 clusters Score -87585.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -87591.757812 Penalty: 657.518799
	Iteration 12Q: 3 clusters Score -87591.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -87595.734375 Penalty: 657.518799
	Iteration 13Q: 3 clusters Score -87595.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -87597.796875 Penalty: 657.518799
	Iteration 14Q: 3 clusters Score -87597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -87599.414062 Penalty: 657.518799
	Iteration 15Q: 3 clusters Score -87599.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87600.906250 Penalty: 657.518799
	Iteration 16Q: 3 clusters Score -87600.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87601.789062 Penalty: 657.518799
	Iteration 17Q: 3 clusters Score -87601.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -87603.000000 Penalty: 657.518799
	Iteration 18Q: 3 clusters Score -87603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -87604.414062 Penalty: 657.518799
	Iteration 19Q: 3 clusters Score -87604.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -87605.578125 Penalty: 657.518799
	Iteration 20F: 3 clusters Score -87605.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -87606.421875 Penalty: 657.518799
	Iteration 21Q: 3 clusters Score -87606.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -87607.570312 Penalty: 657.518799
	Iteration 22Q: 3 clusters Score -87607.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -87608.453125 Penalty: 657.518799
	Iteration 23Q: 3 clusters Score -87608.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -87608.796875 Penalty: 657.518799
	Iteration 24Q: 3 clusters Score -87608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -87609.023438 Penalty: 657.518799
	Iteration 25Q: 3 clusters Score -87609.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -87609.242188 Penalty: 657.518799
	Iteration 26Q: 3 clusters Score -87609.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -87609.242188 Penalty: 657.518799
	Iteration 27F: 3 clusters Score -87609.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Entering Unmasked Estep 
Score: -966340.937500 Penalty: 436.531769
	Iteration 0F: 2 clusters Score -966340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -956498.812500 Penalty: 873.063538
	Iteration 0F: 3 clusters Score -956498.8 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -960678.125000 Penalty: 873.063538
	Iteration 1F: 3 clusters Score -960678.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -961045.312500 Penalty: 873.063538
	Iteration 2F: 3 clusters Score -961045.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -961595.375000 Penalty: 873.063538
	Iteration 3F: 3 clusters Score -961595.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -962347.687500 Penalty: 873.063538
	Iteration 4F: 3 clusters Score -962347.7 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -963171.875000 Penalty: 873.063538
	Iteration 5F: 3 clusters Score -963171.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -963850.812500 Penalty: 873.063538
	Iteration 6F: 3 clusters Score -963850.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -964211.625000 Penalty: 873.063538
	Iteration 7Q: 3 clusters Score -964211.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -964405.875000 Penalty: 873.063538
	Iteration 8Q: 3 clusters Score -964405.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -964555.937500 Penalty: 873.063538
	Iteration 9Q: 3 clusters Score -964555.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -964684.187500 Penalty: 873.063538
	Iteration 10Q: 3 clusters Score -964684.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -964797.750000 Penalty: 873.063538
	Iteration 11Q: 3 clusters Score -964797.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -964891.500000 Penalty: 873.063538
	Iteration 12Q: 3 clusters Score -964891.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -964980.062500 Penalty: 873.063538
	Iteration 13Q: 3 clusters Score -964980.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -965044.250000 Penalty: 873.063538
	Iteration 14Q: 3 clusters Score -965044.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -965103.750000 Penalty: 873.063538
	Iteration 15Q: 3 clusters Score -965103.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -965149.687500 Penalty: 873.063538
	Iteration 16Q: 3 clusters Score -965149.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -965193.250000 Penalty: 873.063538
	Iteration 17Q: 3 clusters Score -965193.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -965218.937500 Penalty: 873.063538
	Iteration 18Q: 3 clusters Score -965218.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -965241.000000 Penalty: 873.063538
	Iteration 19Q: 3 clusters Score -965241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -965262.125000 Penalty: 873.063538
	Iteration 20F: 3 clusters Score -965262.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -965276.750000 Penalty: 873.063538
	Iteration 21Q: 3 clusters Score -965276.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -965291.312500 Penalty: 873.063538
	Iteration 22Q: 3 clusters Score -965291.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -965306.312500 Penalty: 873.063538
	Iteration 23Q: 3 clusters Score -965306.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -965319.750000 Penalty: 873.063538
	Iteration 24Q: 3 clusters Score -965319.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -965333.437500 Penalty: 873.063538
	Iteration 25Q: 3 clusters Score -965333.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -965342.375000 Penalty: 873.063538
	Iteration 26Q: 3 clusters Score -965342.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -965354.187500 Penalty: 873.063538
	Iteration 27Q: 3 clusters Score -965354.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -965363.375000 Penalty: 873.063538
	Iteration 28Q: 3 clusters Score -965363.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -965372.437500 Penalty: 873.063538
	Iteration 29Q: 3 clusters Score -965372.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -965379.750000 Penalty: 873.063538
	Iteration 30Q: 3 clusters Score -965379.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -965390.500000 Penalty: 873.063538
	Iteration 31Q: 3 clusters Score -965390.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -965397.937500 Penalty: 873.063538
	Iteration 32Q: 3 clusters Score -965397.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -965410.250000 Penalty: 873.063538
	Iteration 33Q: 3 clusters Score -965410.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -965415.437500 Penalty: 873.063538
	Iteration 34Q: 3 clusters Score -965415.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -965423.375000 Penalty: 873.063538
	Iteration 35Q: 3 clusters Score -965423.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -965435.375000 Penalty: 873.063538
	Iteration 36Q: 3 clusters Score -965435.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -965447.937500 Penalty: 873.063538
	Iteration 37Q: 3 clusters Score -965447.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -965455.500000 Penalty: 873.063538
	Iteration 38Q: 3 clusters Score -965455.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -965462.812500 Penalty: 873.063538
	Iteration 39Q: 3 clusters Score -965462.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -965471.062500 Penalty: 873.063538
	Iteration 40F: 3 clusters Score -965471.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -965476.187500 Penalty: 873.063538
	Iteration 41Q: 3 clusters Score -965476.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -965483.812500 Penalty: 873.063538
	Iteration 42Q: 3 clusters Score -965483.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -965486.625000 Penalty: 873.063538
	Iteration 43Q: 3 clusters Score -965486.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -965495.937500 Penalty: 873.063538
	Iteration 44Q: 3 clusters Score -965495.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -965502.625000 Penalty: 873.063538
	Iteration 45Q: 3 clusters Score -965502.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -965508.437500 Penalty: 873.063538
	Iteration 46Q: 3 clusters Score -965508.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -965516.312500 Penalty: 873.063538
	Iteration 47Q: 3 clusters Score -965516.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -965524.187500 Penalty: 873.063538
	Iteration 48Q: 3 clusters Score -965524.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -965535.687500 Penalty: 873.063538
	Iteration 49Q: 3 clusters Score -965535.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -965539.500000 Penalty: 873.063538
	Iteration 50Q: 3 clusters Score -965539.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -965549.625000 Penalty: 873.063538
	Iteration 51Q: 3 clusters Score -965549.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -965561.312500 Penalty: 873.063538
	Iteration 52Q: 3 clusters Score -965561.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -965573.500000 Penalty: 873.063538
	Iteration 53Q: 3 clusters Score -965573.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -965587.812500 Penalty: 873.063538
	Iteration 54Q: 3 clusters Score -965587.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -965604.937500 Penalty: 873.063538
	Iteration 55Q: 3 clusters Score -965604.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -965617.437500 Penalty: 873.063538
	Iteration 56Q: 3 clusters Score -965617.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -965627.187500 Penalty: 873.063538
	Iteration 57Q: 3 clusters Score -965627.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -965634.000000 Penalty: 873.063538
	Iteration 58Q: 3 clusters Score -965634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -965640.125000 Penalty: 873.063538
	Iteration 59Q: 3 clusters Score -965640.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -965647.250000 Penalty: 873.063538
	Iteration 60F: 3 clusters Score -965647.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -965647.812500 Penalty: 873.063538
	Iteration 61Q: 3 clusters Score -965647.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -965654.375000 Penalty: 873.063538
	Iteration 62Q: 3 clusters Score -965654.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -965662.812500 Penalty: 873.063538
	Iteration 63Q: 3 clusters Score -965662.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -965670.500000 Penalty: 873.063538
	Iteration 64Q: 3 clusters Score -965670.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -965676.875000 Penalty: 873.063538
	Iteration 65Q: 3 clusters Score -965676.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -965686.312500 Penalty: 873.063538
	Iteration 66Q: 3 clusters Score -965686.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -965692.000000 Penalty: 873.063538
	Iteration 67Q: 3 clusters Score -965692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -965706.937500 Penalty: 873.063538
	Iteration 68Q: 3 clusters Score -965706.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -965722.125000 Penalty: 873.063538
	Iteration 69Q: 3 clusters Score -965722.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -965740.187500 Penalty: 873.063538
	Iteration 70Q: 3 clusters Score -965740.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -965756.312500 Penalty: 873.063538
	Iteration 71Q: 3 clusters Score -965756.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -965767.312500 Penalty: 873.063538
	Iteration 72Q: 3 clusters Score -965767.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -965777.812500 Penalty: 873.063538
	Iteration 73Q: 3 clusters Score -965777.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -965791.125000 Penalty: 873.063538
	Iteration 74Q: 3 clusters Score -965791.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -965801.812500 Penalty: 873.063538
	Iteration 75Q: 3 clusters Score -965801.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -965811.500000 Penalty: 873.063538
	Iteration 76Q: 3 clusters Score -965811.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -965820.687500 Penalty: 873.063538
	Iteration 77Q: 3 clusters Score -965820.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -965828.750000 Penalty: 873.063538
	Iteration 78Q: 3 clusters Score -965828.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -965837.687500 Penalty: 873.063538
	Iteration 79Q: 3 clusters Score -965837.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -965845.500000 Penalty: 873.063538
	Iteration 80F: 3 clusters Score -965845.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -965848.875000 Penalty: 873.063538
	Iteration 81Q: 3 clusters Score -965848.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -965852.375000 Penalty: 873.063538
	Iteration 82Q: 3 clusters Score -965852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -965859.750000 Penalty: 873.063538
	Iteration 83Q: 3 clusters Score -965859.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -965871.187500 Penalty: 873.063538
	Iteration 84Q: 3 clusters Score -965871.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -965881.125000 Penalty: 873.063538
	Iteration 85Q: 3 clusters Score -965881.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -965889.375000 Penalty: 873.063538
	Iteration 86Q: 3 clusters Score -965889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -965894.625000 Penalty: 873.063538
	Iteration 87Q: 3 clusters Score -965894.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -965901.875000 Penalty: 873.063538
	Iteration 88Q: 3 clusters Score -965901.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -965905.937500 Penalty: 873.063538
	Iteration 89Q: 3 clusters Score -965905.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -965908.750000 Penalty: 873.063538
	Iteration 90Q: 3 clusters Score -965908.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -965913.812500 Penalty: 873.063538
	Iteration 91Q: 3 clusters Score -965913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -965918.187500 Penalty: 873.063538
	Iteration 92Q: 3 clusters Score -965918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -965919.625000 Penalty: 873.063538
	Iteration 93Q: 3 clusters Score -965919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -965921.437500 Penalty: 873.063538
	Iteration 94Q: 3 clusters Score -965921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -965922.375000 Penalty: 873.063538
	Iteration 95Q: 3 clusters Score -965922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -965923.500000 Penalty: 873.063538
	Iteration 96Q: 3 clusters Score -965923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -965923.937500 Penalty: 873.063538
	Iteration 97Q: 3 clusters Score -965923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -965928.250000 Penalty: 873.063538
	Iteration 98Q: 3 clusters Score -965928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -965930.875000 Penalty: 873.063538
	Iteration 99Q: 3 clusters Score -965930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -965932.187500 Penalty: 873.063538
	Iteration 100F: 3 clusters Score -965932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -965936.187500 Penalty: 873.063538
	Iteration 101Q: 3 clusters Score -965936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -965941.062500 Penalty: 873.063538
	Iteration 102Q: 3 clusters Score -965941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -965945.187500 Penalty: 873.063538
	Iteration 103Q: 3 clusters Score -965945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -965945.750000 Penalty: 873.063538
	Iteration 104Q: 3 clusters Score -965945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -965948.812500 Penalty: 873.063538
	Iteration 105Q: 3 clusters Score -965948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -965950.062500 Penalty: 873.063538
	Iteration 106Q: 3 clusters Score -965950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -965951.125000 Penalty: 873.063538
	Iteration 107Q: 3 clusters Score -965951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -965952.250000 Penalty: 873.063538
	Iteration 108Q: 3 clusters Score -965952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -965952.375000 Penalty: 873.063538
	Iteration 109Q: 3 clusters Score -965952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -965954.750000 Penalty: 873.063538
	Iteration 110Q: 3 clusters Score -965954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -965955.125000 Penalty: 873.063538
	Iteration 111Q: 3 clusters Score -965955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -965955.125000 Penalty: 873.063538
	Iteration 112F: 3 clusters Score -965955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Entering Unmasked Estep 
Score: -1301537.250000 Penalty: 450.158295
	Iteration 0F: 2 clusters Score -1301537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1288349.000000 Penalty: 900.316589
	Iteration 0F: 3 clusters Score -1288349 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1293641.875000 Penalty: 900.316589
	Iteration 1F: 3 clusters Score -1293642 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1293922.500000 Penalty: 900.316589
	Iteration 2Q: 3 clusters Score -1293922 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1294378.375000 Penalty: 900.316589
	Iteration 3Q: 3 clusters Score -1294378 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1295205.250000 Penalty: 900.316589
	Iteration 4F: 3 clusters Score -1295205 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1296598.500000 Penalty: 900.316589
	Iteration 5F: 3 clusters Score -1296598 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1298377.250000 Penalty: 900.316589
	Iteration 6F: 3 clusters Score -1298377 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1299820.875000 Penalty: 900.316589
	Iteration 7F: 3 clusters Score -1299821 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1300611.625000 Penalty: 900.316589
	Iteration 8Q: 3 clusters Score -1300612 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1300957.625000 Penalty: 900.316589
	Iteration 9Q: 3 clusters Score -1300958 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1301080.625000 Penalty: 900.316589
	Iteration 10Q: 3 clusters Score -1301081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1301105.000000 Penalty: 900.316589
	Iteration 11Q: 3 clusters Score -1301105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1301117.250000 Penalty: 900.316589
	Iteration 12Q: 3 clusters Score -1301117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1301128.125000 Penalty: 900.316589
	Iteration 13Q: 3 clusters Score -1301128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1301131.625000 Penalty: 900.316589
	Iteration 14Q: 3 clusters Score -1301132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1301135.625000 Penalty: 900.316589
	Iteration 15Q: 3 clusters Score -1301136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1301137.125000 Penalty: 900.316589
	Iteration 16Q: 3 clusters Score -1301137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1301138.250000 Penalty: 900.316589
	Iteration 17Q: 3 clusters Score -1301138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1301138.000000 Penalty: 900.316589
	Iteration 18Q: 3 clusters Score -1301138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1301138.000000 Penalty: 900.316589
	Iteration 19F: 3 clusters Score -1301138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Entering Unmasked Estep 
Score: -5563642.000000 Penalty: 518.770874
	Iteration 0F: 2 clusters Score -5563642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -5511361.000000 Penalty: 1037.541748
	Iteration 0F: 3 clusters Score -5511361 nChanged 43609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -5538832.000000 Penalty: 1037.541748
	Iteration 1F: 3 clusters Score -5538832 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5541978.500000 Penalty: 1037.541748
	Iteration 2F: 3 clusters Score -5541978 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5547486.000000 Penalty: 1037.541748
	Iteration 3F: 3 clusters Score -5547486 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5554785.500000 Penalty: 1037.541748
	Iteration 4F: 3 clusters Score -5554786 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5559766.000000 Penalty: 1037.541748
	Iteration 5F: 3 clusters Score -5559766 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5561109.000000 Penalty: 1037.541748
	Iteration 6Q: 3 clusters Score -5561109 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5561947.500000 Penalty: 1037.541748
	Iteration 7Q: 3 clusters Score -5561948 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5562406.500000 Penalty: 1037.541748
	Iteration 8Q: 3 clusters Score -5562406 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5562678.000000 Penalty: 1037.541748
	Iteration 9Q: 3 clusters Score -5562678 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5562919.500000 Penalty: 1037.541748
	Iteration 10Q: 3 clusters Score -5562920 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5563009.500000 Penalty: 1037.541748
	Iteration 11Q: 3 clusters Score -5563010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5563059.500000 Penalty: 1037.541748
	Iteration 12Q: 3 clusters Score -5563060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5563091.000000 Penalty: 1037.541748
	Iteration 13Q: 3 clusters Score -5563091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5563108.000000 Penalty: 1037.541748
	Iteration 14Q: 3 clusters Score -5563108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5563123.000000 Penalty: 1037.541748
	Iteration 15Q: 3 clusters Score -5563123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5563129.000000 Penalty: 1037.541748
	Iteration 16Q: 3 clusters Score -5563129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5563150.500000 Penalty: 1037.541748
	Iteration 17Q: 3 clusters Score -5563150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5563159.500000 Penalty: 1037.541748
	Iteration 18Q: 3 clusters Score -5563160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5563167.000000 Penalty: 1037.541748
	Iteration 19Q: 3 clusters Score -5563167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5563175.500000 Penalty: 1037.541748
	Iteration 20F: 3 clusters Score -5563176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5563178.500000 Penalty: 1037.541748
	Iteration 21Q: 3 clusters Score -5563178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5563188.000000 Penalty: 1037.541748
	Iteration 22Q: 3 clusters Score -5563188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5563194.000000 Penalty: 1037.541748
	Iteration 23Q: 3 clusters Score -5563194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5563190.000000 Penalty: 1037.541748
	Iteration 24Q: 3 clusters Score -5563190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5563190.000000 Penalty: 1037.541748
	Iteration 25F: 3 clusters Score -5563190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Entering Unmasked Estep 
Score: -2769268.500000 Penalty: 484.795990
	Iteration 0F: 2 clusters Score -2769268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2741236.000000 Penalty: 969.591980
	Iteration 0F: 3 clusters Score -2741236 nChanged 20548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2754426.000000 Penalty: 969.591980
	Iteration 1F: 3 clusters Score -2754426 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -2756276.750000 Penalty: 969.591980
	Iteration 2F: 3 clusters Score -2756277 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -2759046.000000 Penalty: 969.591980
	Iteration 3F: 3 clusters Score -2759046 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -2762195.250000 Penalty: 969.591980
	Iteration 4F: 3 clusters Score -2762195 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -2764615.250000 Penalty: 969.591980
	Iteration 5F: 3 clusters Score -2764615 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -2765810.250000 Penalty: 969.591980
	Iteration 6Q: 3 clusters Score -2765810 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -2766298.500000 Penalty: 969.591980
	Iteration 7Q: 3 clusters Score -2766298 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -2766604.750000 Penalty: 969.591980
	Iteration 8Q: 3 clusters Score -2766605 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -2766819.750000 Penalty: 969.591980
	Iteration 9Q: 3 clusters Score -2766820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -2767020.000000 Penalty: 969.591980
	Iteration 10Q: 3 clusters Score -2767020 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -2767170.750000 Penalty: 969.591980
	Iteration 11Q: 3 clusters Score -2767171 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -2767296.000000 Penalty: 969.591980
	Iteration 12Q: 3 clusters Score -2767296 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -2767406.250000 Penalty: 969.591980
	Iteration 13Q: 3 clusters Score -2767406 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -2767504.750000 Penalty: 969.591980
	Iteration 14Q: 3 clusters Score -2767505 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -2767580.000000 Penalty: 969.591980
	Iteration 15Q: 3 clusters Score -2767580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -2767652.250000 Penalty: 969.591980
	Iteration 16Q: 3 clusters Score -2767652 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -2767722.750000 Penalty: 969.591980
	Iteration 17Q: 3 clusters Score -2767723 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -2767802.500000 Penalty: 969.591980
	Iteration 18Q: 3 clusters Score -2767802 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -2767834.500000 Penalty: 969.591980
	Iteration 19Q: 3 clusters Score -2767834 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -2767867.750000 Penalty: 969.591980
	Iteration 20F: 3 clusters Score -2767868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -2767936.500000 Penalty: 969.591980
	Iteration 21Q: 3 clusters Score -2767936 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -2768026.000000 Penalty: 969.591980
	Iteration 22Q: 3 clusters Score -2768026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -2768094.000000 Penalty: 969.591980
	Iteration 23Q: 3 clusters Score -2768094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -2768160.500000 Penalty: 969.591980
	Iteration 24Q: 3 clusters Score -2768160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -2768227.750000 Penalty: 969.591980
	Iteration 25Q: 3 clusters Score -2768228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -2768288.250000 Penalty: 969.591980
	Iteration 26Q: 3 clusters Score -2768288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -2768335.750000 Penalty: 969.591980
	Iteration 27Q: 3 clusters Score -2768336 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -2768412.750000 Penalty: 969.591980
	Iteration 28Q: 3 clusters Score -2768413 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -2768481.000000 Penalty: 969.591980
	Iteration 29Q: 3 clusters Score -2768481 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -2768542.250000 Penalty: 969.591980
	Iteration 30Q: 3 clusters Score -2768542 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -2768586.750000 Penalty: 969.591980
	Iteration 31Q: 3 clusters Score -2768587 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -2768634.500000 Penalty: 969.591980
	Iteration 32Q: 3 clusters Score -2768634 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -2768677.000000 Penalty: 969.591980
	Iteration 33Q: 3 clusters Score -2768677 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -2768727.250000 Penalty: 969.591980
	Iteration 34Q: 3 clusters Score -2768727 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -2768781.750000 Penalty: 969.591980
	Iteration 35Q: 3 clusters Score -2768782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -2768814.750000 Penalty: 969.591980
	Iteration 36Q: 3 clusters Score -2768815 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -2768845.500000 Penalty: 969.591980
	Iteration 37Q: 3 clusters Score -2768846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -2768871.750000 Penalty: 969.591980
	Iteration 38Q: 3 clusters Score -2768872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -2768879.250000 Penalty: 969.591980
	Iteration 39Q: 3 clusters Score -2768879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -2768880.750000 Penalty: 969.591980
	Iteration 40F: 3 clusters Score -2768881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -2768881.250000 Penalty: 969.591980
	Iteration 41Q: 3 clusters Score -2768881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -2768890.000000 Penalty: 969.591980
	Iteration 42Q: 3 clusters Score -2768890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -2768898.500000 Penalty: 969.591980
	Iteration 43Q: 3 clusters Score -2768898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -2768913.750000 Penalty: 969.591980
	Iteration 44Q: 3 clusters Score -2768914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -2768913.500000 Penalty: 969.591980
	Iteration 45Q: 3 clusters Score -2768914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -2768917.500000 Penalty: 969.591980
	Iteration 46Q: 3 clusters Score -2768918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -2768914.500000 Penalty: 969.591980
	Iteration 47Q: 3 clusters Score -2768914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -2768916.250000 Penalty: 969.591980
	Iteration 48Q: 3 clusters Score -2768916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -2768919.250000 Penalty: 969.591980
	Iteration 49Q: 3 clusters Score -2768919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -2768927.750000 Penalty: 969.591980
	Iteration 50Q: 3 clusters Score -2768928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -2768927.750000 Penalty: 969.591980
	Iteration 51Q: 3 clusters Score -2768928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -2768929.750000 Penalty: 969.591980
	Iteration 52Q: 3 clusters Score -2768930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -2768929.750000 Penalty: 969.591980
	Iteration 53F: 3 clusters Score -2768930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -97416.804688 Penalty: 332.202240
	Iteration 0F: 2 clusters Score -97416.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -96307.000000 Penalty: 664.404480
	Iteration 0F: 3 clusters Score -96307 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -96634.421875 Penalty: 664.404480
	Iteration 1F: 3 clusters Score -96634.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -96683.617188 Penalty: 664.404480
	Iteration 2F: 3 clusters Score -96683.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -96725.132812 Penalty: 664.404480
	Iteration 3Q: 3 clusters Score -96725.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -96768.648438 Penalty: 664.404480
	Iteration 4Q: 3 clusters Score -96768.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -96799.476562 Penalty: 664.404480
	Iteration 5Q: 3 clusters Score -96799.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -96846.648438 Penalty: 664.404480
	Iteration 6Q: 3 clusters Score -96846.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -96900.507812 Penalty: 664.404480
	Iteration 7Q: 3 clusters Score -96900.51 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -96950.515625 Penalty: 664.404480
	Iteration 8Q: 3 clusters Score -96950.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -96971.156250 Penalty: 664.404480
	Iteration 9Q: 3 clusters Score -96971.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -96985.125000 Penalty: 664.404480
	Iteration 10Q: 3 clusters Score -96985.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -96995.320312 Penalty: 664.404480
	Iteration 11Q: 3 clusters Score -96995.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -97003.164062 Penalty: 664.404480
	Iteration 12Q: 3 clusters Score -97003.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -97010.359375 Penalty: 664.404480
	Iteration 13Q: 3 clusters Score -97010.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -97017.382812 Penalty: 664.404480
	Iteration 14Q: 3 clusters Score -97017.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -97025.296875 Penalty: 664.404480
	Iteration 15Q: 3 clusters Score -97025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -97031.671875 Penalty: 664.404480
	Iteration 16Q: 3 clusters Score -97031.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -97032.593750 Penalty: 664.404480
	Iteration 17Q: 3 clusters Score -97032.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -97035.257812 Penalty: 664.404480
	Iteration 18Q: 3 clusters Score -97035.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -97038.328125 Penalty: 664.404480
	Iteration 19Q: 3 clusters Score -97038.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -97042.617188 Penalty: 664.404480
	Iteration 20F: 3 clusters Score -97042.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -97044.687500 Penalty: 664.404480
	Iteration 21Q: 3 clusters Score -97044.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -97047.695312 Penalty: 664.404480
	Iteration 22Q: 3 clusters Score -97047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -97053.328125 Penalty: 664.404480
	Iteration 23Q: 3 clusters Score -97053.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -97061.398438 Penalty: 664.404480
	Iteration 24Q: 3 clusters Score -97061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -97063.609375 Penalty: 664.404480
	Iteration 25Q: 3 clusters Score -97063.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -97067.382812 Penalty: 664.404480
	Iteration 26Q: 3 clusters Score -97067.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -97070.781250 Penalty: 664.404480
	Iteration 27Q: 3 clusters Score -97070.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -97072.945312 Penalty: 664.404480
	Iteration 28Q: 3 clusters Score -97072.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -97074.523438 Penalty: 664.404480
	Iteration 29Q: 3 clusters Score -97074.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -97077.078125 Penalty: 664.404480
	Iteration 30Q: 3 clusters Score -97077.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -97079.460938 Penalty: 664.404480
	Iteration 31Q: 3 clusters Score -97079.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -97080.414062 Penalty: 664.404480
	Iteration 32Q: 3 clusters Score -97080.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -97081.625000 Penalty: 664.404480
	Iteration 33Q: 3 clusters Score -97081.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -97081.976562 Penalty: 664.404480
	Iteration 34Q: 3 clusters Score -97081.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -97083.796875 Penalty: 664.404480
	Iteration 35Q: 3 clusters Score -97083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -97084.500000 Penalty: 664.404480
	Iteration 36Q: 3 clusters Score -97084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -97086.906250 Penalty: 664.404480
	Iteration 37Q: 3 clusters Score -97086.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -97088.312500 Penalty: 664.404480
	Iteration 38Q: 3 clusters Score -97088.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -97090.062500 Penalty: 664.404480
	Iteration 39Q: 3 clusters Score -97090.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -97094.468750 Penalty: 664.404480
	Iteration 40F: 3 clusters Score -97094.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -97099.835938 Penalty: 664.404480
	Iteration 41Q: 3 clusters Score -97099.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -97104.289062 Penalty: 664.404480
	Iteration 42Q: 3 clusters Score -97104.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -97105.695312 Penalty: 664.404480
	Iteration 43Q: 3 clusters Score -97105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -97106.367188 Penalty: 664.404480
	Iteration 44Q: 3 clusters Score -97106.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -97108.710938 Penalty: 664.404480
	Iteration 45Q: 3 clusters Score -97108.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -97109.195312 Penalty: 664.404480
	Iteration 46Q: 3 clusters Score -97109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -97109.335938 Penalty: 664.404480
	Iteration 47Q: 3 clusters Score -97109.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -97109.335938 Penalty: 664.404480
	Iteration 48F: 3 clusters Score -97109.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (75987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Entering Unmasked Estep 
Score: -4854671.000000 Penalty: 511.343445
	Iteration 0F: 2 clusters Score -4854671 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 37871 members 
Entering Unmasked Estep 
Score: -4804487.500000 Penalty: 1022.686890
	Iteration 0F: 3 clusters Score -4804488 nChanged 36975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -4826640.000000 Penalty: 1022.686890
	Iteration 1F: 3 clusters Score -4826640 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4827240.500000 Penalty: 1022.686890
	Iteration 2Q: 3 clusters Score -4827240 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4828095.000000 Penalty: 1022.686890
	Iteration 3Q: 3 clusters Score -4828095 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4829295.500000 Penalty: 1022.686890
	Iteration 4Q: 3 clusters Score -4829296 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4831130.000000 Penalty: 1022.686890
	Iteration 5Q: 3 clusters Score -4831130 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4834135.500000 Penalty: 1022.686890
	Iteration 6F: 3 clusters Score -4834136 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4838013.000000 Penalty: 1022.686890
	Iteration 7F: 3 clusters Score -4838013 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4841490.500000 Penalty: 1022.686890
	Iteration 8F: 3 clusters Score -4841490 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4843248.000000 Penalty: 1022.686890
	Iteration 9Q: 3 clusters Score -4843248 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4844062.000000 Penalty: 1022.686890
	Iteration 10Q: 3 clusters Score -4844062 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4844687.000000 Penalty: 1022.686890
	Iteration 11Q: 3 clusters Score -4844687 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4845438.000000 Penalty: 1022.686890
	Iteration 12Q: 3 clusters Score -4845438 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4846316.500000 Penalty: 1022.686890
	Iteration 13Q: 3 clusters Score -4846316 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4847364.000000 Penalty: 1022.686890
	Iteration 14Q: 3 clusters Score -4847364 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4848397.500000 Penalty: 1022.686890
	Iteration 15Q: 3 clusters Score -4848398 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4849327.500000 Penalty: 1022.686890
	Iteration 16Q: 3 clusters Score -4849328 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4850028.000000 Penalty: 1022.686890
	Iteration 17Q: 3 clusters Score -4850028 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4850521.500000 Penalty: 1022.686890
	Iteration 18Q: 3 clusters Score -4850522 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4850871.500000 Penalty: 1022.686890
	Iteration 19Q: 3 clusters Score -4850872 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4851114.000000 Penalty: 1022.686890
	Iteration 20F: 3 clusters Score -4851114 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4851278.500000 Penalty: 1022.686890
	Iteration 21Q: 3 clusters Score -4851278 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4851408.500000 Penalty: 1022.686890
	Iteration 22Q: 3 clusters Score -4851408 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4851450.500000 Penalty: 1022.686890
	Iteration 23Q: 3 clusters Score -4851450 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4851520.000000 Penalty: 1022.686890
	Iteration 24Q: 3 clusters Score -4851520 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4851574.500000 Penalty: 1022.686890
	Iteration 25Q: 3 clusters Score -4851574 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4851593.000000 Penalty: 1022.686890
	Iteration 26Q: 3 clusters Score -4851593 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4851595.000000 Penalty: 1022.686890
	Iteration 27Q: 3 clusters Score -4851595 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4851603.000000 Penalty: 1022.686890
	Iteration 28Q: 3 clusters Score -4851603 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4851605.000000 Penalty: 1022.686890
	Iteration 29Q: 3 clusters Score -4851605 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4851633.500000 Penalty: 1022.686890
	Iteration 30Q: 3 clusters Score -4851634 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4851658.500000 Penalty: 1022.686890
	Iteration 31Q: 3 clusters Score -4851658 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4851663.500000 Penalty: 1022.686890
	Iteration 32Q: 3 clusters Score -4851664 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4851659.000000 Penalty: 1022.686890
	Iteration 33Q: 3 clusters Score -4851659 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4851665.500000 Penalty: 1022.686890
	Iteration 34Q: 3 clusters Score -4851666 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4851659.000000 Penalty: 1022.686890
	Iteration 35Q: 3 clusters Score -4851659 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4851625.000000 Penalty: 1022.686890
	Iteration 36Q: 3 clusters Score -4851625 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4851604.000000 Penalty: 1022.686890
	Iteration 37Q: 3 clusters Score -4851604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4851638.000000 Penalty: 1022.686890
	Iteration 38Q: 3 clusters Score -4851638 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4851603.000000 Penalty: 1022.686890
	Iteration 39Q: 3 clusters Score -4851603 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4851609.500000 Penalty: 1022.686890
	Iteration 40F: 3 clusters Score -4851610 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -4851594.000000 Penalty: 1022.686890
	Iteration 41Q: 3 clusters Score -4851594 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4851623.000000 Penalty: 1022.686890
	Iteration 42Q: 3 clusters Score -4851623 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4851649.500000 Penalty: 1022.686890
	Iteration 43Q: 3 clusters Score -4851650 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4851651.000000 Penalty: 1022.686890
	Iteration 44Q: 3 clusters Score -4851651 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -4851662.000000 Penalty: 1022.686890
	Iteration 45Q: 3 clusters Score -4851662 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -4851672.000000 Penalty: 1022.686890
	Iteration 46Q: 3 clusters Score -4851672 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -4851675.000000 Penalty: 1022.686890
	Iteration 47Q: 3 clusters Score -4851675 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -4851716.500000 Penalty: 1022.686890
	Iteration 48Q: 3 clusters Score -4851716 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -4851755.000000 Penalty: 1022.686890
	Iteration 49Q: 3 clusters Score -4851755 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -4851735.500000 Penalty: 1022.686890
	Iteration 50Q: 3 clusters Score -4851736 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -4851750.500000 Penalty: 1022.686890
	Iteration 51Q: 3 clusters Score -4851750 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -4851758.500000 Penalty: 1022.686890
	Iteration 52Q: 3 clusters Score -4851758 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -4851804.500000 Penalty: 1022.686890
	Iteration 53Q: 3 clusters Score -4851804 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -4851822.000000 Penalty: 1022.686890
	Iteration 54Q: 3 clusters Score -4851822 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -4851833.000000 Penalty: 1022.686890
	Iteration 55Q: 3 clusters Score -4851833 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -4851841.000000 Penalty: 1022.686890
	Iteration 56Q: 3 clusters Score -4851841 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -4851880.500000 Penalty: 1022.686890
	Iteration 57Q: 3 clusters Score -4851880 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -4851918.500000 Penalty: 1022.686890
	Iteration 58Q: 3 clusters Score -4851918 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -4851939.000000 Penalty: 1022.686890
	Iteration 59Q: 3 clusters Score -4851939 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -4851936.500000 Penalty: 1022.686890
	Iteration 60F: 3 clusters Score -4851936 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -4851961.500000 Penalty: 1022.686890
	Iteration 61Q: 3 clusters Score -4851962 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -4851995.500000 Penalty: 1022.686890
	Iteration 62Q: 3 clusters Score -4851996 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -4852021.000000 Penalty: 1022.686890
	Iteration 63Q: 3 clusters Score -4852021 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -4852036.000000 Penalty: 1022.686890
	Iteration 64Q: 3 clusters Score -4852036 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -4852030.000000 Penalty: 1022.686890
	Iteration 65Q: 3 clusters Score -4852030 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -4852020.500000 Penalty: 1022.686890
	Iteration 66Q: 3 clusters Score -4852020 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -4852028.500000 Penalty: 1022.686890
	Iteration 67Q: 3 clusters Score -4852028 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -4852050.500000 Penalty: 1022.686890
	Iteration 68Q: 3 clusters Score -4852050 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -4852077.000000 Penalty: 1022.686890
	Iteration 69Q: 3 clusters Score -4852077 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -4852099.000000 Penalty: 1022.686890
	Iteration 70Q: 3 clusters Score -4852099 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -4852106.500000 Penalty: 1022.686890
	Iteration 71Q: 3 clusters Score -4852106 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -4852130.500000 Penalty: 1022.686890
	Iteration 72Q: 3 clusters Score -4852130 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -4852172.500000 Penalty: 1022.686890
	Iteration 73Q: 3 clusters Score -4852172 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -4852193.000000 Penalty: 1022.686890
	Iteration 74Q: 3 clusters Score -4852193 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -4852238.000000 Penalty: 1022.686890
	Iteration 75Q: 3 clusters Score -4852238 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -4852253.000000 Penalty: 1022.686890
	Iteration 76Q: 3 clusters Score -4852253 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -4852273.000000 Penalty: 1022.686890
	Iteration 77Q: 3 clusters Score -4852273 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -4852283.500000 Penalty: 1022.686890
	Iteration 78Q: 3 clusters Score -4852284 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -4852297.000000 Penalty: 1022.686890
	Iteration 79Q: 3 clusters Score -4852297 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -4852293.500000 Penalty: 1022.686890
	Iteration 80F: 3 clusters Score -4852294 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -4852316.500000 Penalty: 1022.686890
	Iteration 81Q: 3 clusters Score -4852316 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -4852320.000000 Penalty: 1022.686890
	Iteration 82Q: 3 clusters Score -4852320 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -4852328.000000 Penalty: 1022.686890
	Iteration 83Q: 3 clusters Score -4852328 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -4852338.500000 Penalty: 1022.686890
	Iteration 84Q: 3 clusters Score -4852338 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -4852345.500000 Penalty: 1022.686890
	Iteration 85Q: 3 clusters Score -4852346 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -4852351.000000 Penalty: 1022.686890
	Iteration 86Q: 3 clusters Score -4852351 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -4852368.500000 Penalty: 1022.686890
	Iteration 87Q: 3 clusters Score -4852368 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -4852376.500000 Penalty: 1022.686890
	Iteration 88Q: 3 clusters Score -4852376 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -4852386.000000 Penalty: 1022.686890
	Iteration 89Q: 3 clusters Score -4852386 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -4852410.500000 Penalty: 1022.686890
	Iteration 90Q: 3 clusters Score -4852410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -4852417.000000 Penalty: 1022.686890
	Iteration 91Q: 3 clusters Score -4852417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -4852428.500000 Penalty: 1022.686890
	Iteration 92Q: 3 clusters Score -4852428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -4852443.500000 Penalty: 1022.686890
	Iteration 93Q: 3 clusters Score -4852444 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -4852453.500000 Penalty: 1022.686890
	Iteration 94Q: 3 clusters Score -4852454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -4852472.500000 Penalty: 1022.686890
	Iteration 95Q: 3 clusters Score -4852472 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -4852468.500000 Penalty: 1022.686890
	Iteration 96Q: 3 clusters Score -4852468 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -4852500.000000 Penalty: 1022.686890
	Iteration 97Q: 3 clusters Score -4852500 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -4852531.000000 Penalty: 1022.686890
	Iteration 98Q: 3 clusters Score -4852531 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -4852537.500000 Penalty: 1022.686890
	Iteration 99Q: 3 clusters Score -4852538 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -4852544.000000 Penalty: 1022.686890
	Iteration 100F: 3 clusters Score -4852544 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -4852549.000000 Penalty: 1022.686890
	Iteration 101Q: 3 clusters Score -4852549 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -4852547.000000 Penalty: 1022.686890
	Iteration 102Q: 3 clusters Score -4852547 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -4852560.500000 Penalty: 1022.686890
	Iteration 103Q: 3 clusters Score -4852560 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -4852565.500000 Penalty: 1022.686890
	Iteration 104Q: 3 clusters Score -4852566 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -4852546.000000 Penalty: 1022.686890
	Iteration 105Q: 3 clusters Score -4852546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -4852568.000000 Penalty: 1022.686890
	Iteration 106Q: 3 clusters Score -4852568 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -4852582.000000 Penalty: 1022.686890
	Iteration 107Q: 3 clusters Score -4852582 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -4852605.000000 Penalty: 1022.686890
	Iteration 108Q: 3 clusters Score -4852605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -4852630.000000 Penalty: 1022.686890
	Iteration 109Q: 3 clusters Score -4852630 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -4852653.000000 Penalty: 1022.686890
	Iteration 110Q: 3 clusters Score -4852653 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -4852654.000000 Penalty: 1022.686890
	Iteration 111Q: 3 clusters Score -4852654 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -4852675.500000 Penalty: 1022.686890
	Iteration 112Q: 3 clusters Score -4852676 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -4852676.000000 Penalty: 1022.686890
	Iteration 113Q: 3 clusters Score -4852676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -4852673.000000 Penalty: 1022.686890
	Iteration 114Q: 3 clusters Score -4852673 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -4852693.000000 Penalty: 1022.686890
	Iteration 115Q: 3 clusters Score -4852693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -4852694.000000 Penalty: 1022.686890
	Iteration 116Q: 3 clusters Score -4852694 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -4852697.500000 Penalty: 1022.686890
	Iteration 117Q: 3 clusters Score -4852698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -4852705.500000 Penalty: 1022.686890
	Iteration 118Q: 3 clusters Score -4852706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -4852728.500000 Penalty: 1022.686890
	Iteration 119Q: 3 clusters Score -4852728 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4852728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4852720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -4852739.000000 Penalty: 1022.686890
	Iteration 122Q: 3 clusters Score -4852739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -4852754.500000 Penalty: 1022.686890
	Iteration 123Q: 3 clusters Score -4852754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -4852748.500000 Penalty: 1022.686890
	Iteration 124Q: 3 clusters Score -4852748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -4852731.000000 Penalty: 1022.686890
	Iteration 125Q: 3 clusters Score -4852731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -4852737.500000 Penalty: 1022.686890
	Iteration 126Q: 3 clusters Score -4852738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -4852739.500000 Penalty: 1022.686890
	Iteration 127Q: 3 clusters Score -4852740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -4852758.500000 Penalty: 1022.686890
	Iteration 128Q: 3 clusters Score -4852758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -4852749.000000 Penalty: 1022.686890
	Iteration 129Q: 3 clusters Score -4852749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -4852753.000000 Penalty: 1022.686890
	Iteration 130Q: 3 clusters Score -4852753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -4852764.000000 Penalty: 1022.686890
	Iteration 131Q: 3 clusters Score -4852764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -4852761.000000 Penalty: 1022.686890
	Iteration 132Q: 3 clusters Score -4852761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -4852758.000000 Penalty: 1022.686890
	Iteration 133Q: 3 clusters Score -4852758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -4852768.500000 Penalty: 1022.686890
	Iteration 134Q: 3 clusters Score -4852768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -4852773.500000 Penalty: 1022.686890
	Iteration 135Q: 3 clusters Score -4852774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -4852775.500000 Penalty: 1022.686890
	Iteration 136Q: 3 clusters Score -4852776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -4852780.500000 Penalty: 1022.686890
	Iteration 137Q: 3 clusters Score -4852780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -4852781.500000 Penalty: 1022.686890
	Iteration 138Q: 3 clusters Score -4852782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -4852768.000000 Penalty: 1022.686890
	Iteration 139Q: 3 clusters Score -4852768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -4852774.000000 Penalty: 1022.686890
	Iteration 140F: 3 clusters Score -4852774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -4852786.500000 Penalty: 1022.686890
	Iteration 141Q: 3 clusters Score -4852786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -4852794.500000 Penalty: 1022.686890
	Iteration 142Q: 3 clusters Score -4852794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -4852794.500000 Penalty: 1022.686890
	Iteration 143Q: 3 clusters Score -4852794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -4852799.000000 Penalty: 1022.686890
	Iteration 144Q: 3 clusters Score -4852799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -4852797.500000 Penalty: 1022.686890
	Iteration 145Q: 3 clusters Score -4852798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -4852808.500000 Penalty: 1022.686890
	Iteration 146Q: 3 clusters Score -4852808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -4852807.000000 Penalty: 1022.686890
	Iteration 147Q: 3 clusters Score -4852807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -4852806.000000 Penalty: 1022.686890
	Iteration 148Q: 3 clusters Score -4852806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -4852803.500000 Penalty: 1022.686890
	Iteration 149Q: 3 clusters Score -4852804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -4852819.000000 Penalty: 1022.686890
	Iteration 150Q: 3 clusters Score -4852819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -4852825.500000 Penalty: 1022.686890
	Iteration 151Q: 3 clusters Score -4852826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -4852820.500000 Penalty: 1022.686890
	Iteration 152Q: 3 clusters Score -4852820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -4852823.000000 Penalty: 1022.686890
	Iteration 153Q: 3 clusters Score -4852823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -4852818.500000 Penalty: 1022.686890
	Iteration 154Q: 3 clusters Score -4852818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -4852811.000000 Penalty: 1022.686890
	Iteration 155Q: 3 clusters Score -4852811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -4852836.000000 Penalty: 1022.686890
	Iteration 156Q: 3 clusters Score -4852836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -4852835.000000 Penalty: 1022.686890
	Iteration 157Q: 3 clusters Score -4852835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -4852830.500000 Penalty: 1022.686890
	Iteration 158Q: 3 clusters Score -4852830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -4852841.500000 Penalty: 1022.686890
	Iteration 159Q: 3 clusters Score -4852842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -4852853.000000 Penalty: 1022.686890
	Iteration 160F: 3 clusters Score -4852853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -4852857.000000 Penalty: 1022.686890
	Iteration 161Q: 3 clusters Score -4852857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -4852881.500000 Penalty: 1022.686890
	Iteration 162Q: 3 clusters Score -4852882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -4852877.000000 Penalty: 1022.686890
	Iteration 163Q: 3 clusters Score -4852877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -4852876.500000 Penalty: 1022.686890
	Iteration 164Q: 3 clusters Score -4852876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -4852889.500000 Penalty: 1022.686890
	Iteration 165Q: 3 clusters Score -4852890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -4852898.500000 Penalty: 1022.686890
	Iteration 166Q: 3 clusters Score -4852898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -4852914.000000 Penalty: 1022.686890
	Iteration 167Q: 3 clusters Score -4852914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -4852926.000000 Penalty: 1022.686890
	Iteration 168Q: 3 clusters Score -4852926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -4852933.500000 Penalty: 1022.686890
	Iteration 169Q: 3 clusters Score -4852934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -4852934.000000 Penalty: 1022.686890
	Iteration 170Q: 3 clusters Score -4852934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -4852943.500000 Penalty: 1022.686890
	Iteration 171Q: 3 clusters Score -4852944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4852944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -4852955.000000 Penalty: 1022.686890
	Iteration 173Q: 3 clusters Score -4852955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -4852962.500000 Penalty: 1022.686890
	Iteration 174Q: 3 clusters Score -4852962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -4852962.500000 Penalty: 1022.686890
	Iteration 175Q: 3 clusters Score -4852962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -4852967.500000 Penalty: 1022.686890
	Iteration 176Q: 3 clusters Score -4852968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -4852972.500000 Penalty: 1022.686890
	Iteration 177Q: 3 clusters Score -4852972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -4852980.500000 Penalty: 1022.686890
	Iteration 178Q: 3 clusters Score -4852980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -4852997.000000 Penalty: 1022.686890
	Iteration 179Q: 3 clusters Score -4852997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -4853004.000000 Penalty: 1022.686890
	Iteration 180F: 3 clusters Score -4853004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -4853006.000000 Penalty: 1022.686890
	Iteration 181Q: 3 clusters Score -4853006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -4853016.500000 Penalty: 1022.686890
	Iteration 182Q: 3 clusters Score -4853016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -4853034.000000 Penalty: 1022.686890
	Iteration 183Q: 3 clusters Score -4853034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -4853040.000000 Penalty: 1022.686890
	Iteration 184Q: 3 clusters Score -4853040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -4853048.000000 Penalty: 1022.686890
	Iteration 185Q: 3 clusters Score -4853048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -4853056.500000 Penalty: 1022.686890
	Iteration 186Q: 3 clusters Score -4853056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -4853065.500000 Penalty: 1022.686890
	Iteration 187Q: 3 clusters Score -4853066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -4853073.000000 Penalty: 1022.686890
	Iteration 188Q: 3 clusters Score -4853073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -4853085.500000 Penalty: 1022.686890
	Iteration 189Q: 3 clusters Score -4853086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -4853089.000000 Penalty: 1022.686890
	Iteration 190Q: 3 clusters Score -4853089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -4853092.000000 Penalty: 1022.686890
	Iteration 191Q: 3 clusters Score -4853092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -4853090.000000 Penalty: 1022.686890
	Iteration 192Q: 3 clusters Score -4853090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -4853099.500000 Penalty: 1022.686890
	Iteration 193Q: 3 clusters Score -4853100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4853100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -4853107.000000 Penalty: 1022.686890
	Iteration 195Q: 3 clusters Score -4853107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -4853103.500000 Penalty: 1022.686890
	Iteration 196Q: 3 clusters Score -4853104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -4853105.500000 Penalty: 1022.686890
	Iteration 197Q: 3 clusters Score -4853106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -4853105.000000 Penalty: 1022.686890
	Iteration 198Q: 3 clusters Score -4853105 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -4853108.500000 Penalty: 1022.686890
	Iteration 199Q: 3 clusters Score -4853108 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -4853109.500000 Penalty: 1022.686890
	Iteration 200F: 3 clusters Score -4853110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -4853128.500000 Penalty: 1022.686890
	Iteration 201Q: 3 clusters Score -4853128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -4853118.500000 Penalty: 1022.686890
	Iteration 202Q: 3 clusters Score -4853118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -4853138.000000 Penalty: 1022.686890
	Iteration 203Q: 3 clusters Score -4853138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -4853149.500000 Penalty: 1022.686890
	Iteration 204Q: 3 clusters Score -4853150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -4853164.000000 Penalty: 1022.686890
	Iteration 205Q: 3 clusters Score -4853164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -4853194.000000 Penalty: 1022.686890
	Iteration 206Q: 3 clusters Score -4853194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -4853216.000000 Penalty: 1022.686890
	Iteration 207Q: 3 clusters Score -4853216 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -4853241.500000 Penalty: 1022.686890
	Iteration 208Q: 3 clusters Score -4853242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -4853256.000000 Penalty: 1022.686890
	Iteration 209Q: 3 clusters Score -4853256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -4853278.500000 Penalty: 1022.686890
	Iteration 210Q: 3 clusters Score -4853278 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -4853297.000000 Penalty: 1022.686890
	Iteration 211Q: 3 clusters Score -4853297 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -4853318.000000 Penalty: 1022.686890
	Iteration 212Q: 3 clusters Score -4853318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -4853345.500000 Penalty: 1022.686890
	Iteration 213Q: 3 clusters Score -4853346 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -4853356.000000 Penalty: 1022.686890
	Iteration 214Q: 3 clusters Score -4853356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -4853385.000000 Penalty: 1022.686890
	Iteration 215Q: 3 clusters Score -4853385 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -4853406.500000 Penalty: 1022.686890
	Iteration 216Q: 3 clusters Score -4853406 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -4853453.000000 Penalty: 1022.686890
	Iteration 217Q: 3 clusters Score -4853453 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -4853496.500000 Penalty: 1022.686890
	Iteration 218Q: 3 clusters Score -4853496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -4853547.000000 Penalty: 1022.686890
	Iteration 219Q: 3 clusters Score -4853547 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -4853595.500000 Penalty: 1022.686890
	Iteration 220F: 3 clusters Score -4853596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -4853635.500000 Penalty: 1022.686890
	Iteration 221Q: 3 clusters Score -4853636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -4853679.500000 Penalty: 1022.686890
	Iteration 222Q: 3 clusters Score -4853680 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -4853712.500000 Penalty: 1022.686890
	Iteration 223Q: 3 clusters Score -4853712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -4853755.500000 Penalty: 1022.686890
	Iteration 224Q: 3 clusters Score -4853756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -4853807.500000 Penalty: 1022.686890
	Iteration 225Q: 3 clusters Score -4853808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -4853834.500000 Penalty: 1022.686890
	Iteration 226Q: 3 clusters Score -4853834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -4853880.500000 Penalty: 1022.686890
	Iteration 227Q: 3 clusters Score -4853880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -4853920.500000 Penalty: 1022.686890
	Iteration 228Q: 3 clusters Score -4853920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -4853963.500000 Penalty: 1022.686890
	Iteration 229Q: 3 clusters Score -4853964 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -4854030.500000 Penalty: 1022.686890
	Iteration 230Q: 3 clusters Score -4854030 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -4854081.000000 Penalty: 1022.686890
	Iteration 231Q: 3 clusters Score -4854081 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -4854144.000000 Penalty: 1022.686890
	Iteration 232Q: 3 clusters Score -4854144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -4854192.500000 Penalty: 1022.686890
	Iteration 233Q: 3 clusters Score -4854192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -4854234.000000 Penalty: 1022.686890
	Iteration 234Q: 3 clusters Score -4854234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -4854251.000000 Penalty: 1022.686890
	Iteration 235Q: 3 clusters Score -4854251 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -4854262.000000 Penalty: 1022.686890
	Iteration 236Q: 3 clusters Score -4854262 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -4854268.000000 Penalty: 1022.686890
	Iteration 237Q: 3 clusters Score -4854268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -4854280.500000 Penalty: 1022.686890
	Iteration 238Q: 3 clusters Score -4854280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -4854279.500000 Penalty: 1022.686890
	Iteration 239Q: 3 clusters Score -4854280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -4854283.000000 Penalty: 1022.686890
	Iteration 240F: 3 clusters Score -4854283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -4854318.500000 Penalty: 1022.686890
	Iteration 241Q: 3 clusters Score -4854318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -4854325.000000 Penalty: 1022.686890
	Iteration 242Q: 3 clusters Score -4854325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -4854333.000000 Penalty: 1022.686890
	Iteration 243Q: 3 clusters Score -4854333 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -4854344.500000 Penalty: 1022.686890
	Iteration 244Q: 3 clusters Score -4854344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -4854341.500000 Penalty: 1022.686890
	Iteration 245Q: 3 clusters Score -4854342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -4854349.500000 Penalty: 1022.686890
	Iteration 246Q: 3 clusters Score -4854350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -4854367.000000 Penalty: 1022.686890
	Iteration 247Q: 3 clusters Score -4854367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -4854372.000000 Penalty: 1022.686890
	Iteration 248Q: 3 clusters Score -4854372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -4854362.500000 Penalty: 1022.686890
	Iteration 249Q: 3 clusters Score -4854362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -4854379.000000 Penalty: 1022.686890
	Iteration 250Q: 3 clusters Score -4854379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -4854374.500000 Penalty: 1022.686890
	Iteration 251Q: 3 clusters Score -4854374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -4854379.500000 Penalty: 1022.686890
	Iteration 252Q: 3 clusters Score -4854380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -4854382.500000 Penalty: 1022.686890
	Iteration 253Q: 3 clusters Score -4854382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -4854387.500000 Penalty: 1022.686890
	Iteration 254Q: 3 clusters Score -4854388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -4854399.500000 Penalty: 1022.686890
	Iteration 255Q: 3 clusters Score -4854400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -4854395.000000 Penalty: 1022.686890
	Iteration 256Q: 3 clusters Score -4854395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -4854405.500000 Penalty: 1022.686890
	Iteration 257Q: 3 clusters Score -4854406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -4854407.000000 Penalty: 1022.686890
	Iteration 258Q: 3 clusters Score -4854407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -4854413.000000 Penalty: 1022.686890
	Iteration 259Q: 3 clusters Score -4854413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -4854401.000000 Penalty: 1022.686890
	Iteration 260F: 3 clusters Score -4854401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -4854404.000000 Penalty: 1022.686890
	Iteration 261Q: 3 clusters Score -4854404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -4854402.500000 Penalty: 1022.686890
	Iteration 262Q: 3 clusters Score -4854402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -4854406.000000 Penalty: 1022.686890
	Iteration 263Q: 3 clusters Score -4854406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -4854410.500000 Penalty: 1022.686890
	Iteration 264Q: 3 clusters Score -4854410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -4854412.000000 Penalty: 1022.686890
	Iteration 265Q: 3 clusters Score -4854412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -4854413.000000 Penalty: 1022.686890
	Iteration 266Q: 3 clusters Score -4854413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -4854413.500000 Penalty: 1022.686890
	Iteration 267Q: 3 clusters Score -4854414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -4854412.500000 Penalty: 1022.686890
	Iteration 268Q: 3 clusters Score -4854412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -4854416.000000 Penalty: 1022.686890
	Iteration 269Q: 3 clusters Score -4854416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -4854418.000000 Penalty: 1022.686890
	Iteration 270Q: 3 clusters Score -4854418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -4854417.500000 Penalty: 1022.686890
	Iteration 271Q: 3 clusters Score -4854418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -4854420.000000 Penalty: 1022.686890
	Iteration 272Q: 3 clusters Score -4854420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -4854419.000000 Penalty: 1022.686890
	Iteration 273Q: 3 clusters Score -4854419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -4854420.500000 Penalty: 1022.686890
	Iteration 274Q: 3 clusters Score -4854420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -4854417.500000 Penalty: 1022.686890
	Iteration 275Q: 3 clusters Score -4854418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -4854419.500000 Penalty: 1022.686890
	Iteration 276Q: 3 clusters Score -4854420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -4854416.000000 Penalty: 1022.686890
	Iteration 277Q: 3 clusters Score -4854416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -4854419.000000 Penalty: 1022.686890
	Iteration 278Q: 3 clusters Score -4854419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -4854421.500000 Penalty: 1022.686890
	Iteration 279Q: 3 clusters Score -4854422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -4854422.000000 Penalty: 1022.686890
	Iteration 280F: 3 clusters Score -4854422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -4854416.000000 Penalty: 1022.686890
	Iteration 281Q: 3 clusters Score -4854416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -4854413.500000 Penalty: 1022.686890
	Iteration 282Q: 3 clusters Score -4854414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -4854417.500000 Penalty: 1022.686890
	Iteration 283Q: 3 clusters Score -4854418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -4854414.500000 Penalty: 1022.686890
	Iteration 284Q: 3 clusters Score -4854414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -4854409.500000 Penalty: 1022.686890
	Iteration 285Q: 3 clusters Score -4854410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -4854409.500000 Penalty: 1022.686890
	Iteration 286F: 3 clusters Score -4854410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -73980.664062 Penalty: 318.969208
	Iteration 0F: 2 clusters Score -73980.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -73123.000000 Penalty: 637.938416
	Iteration 0F: 3 clusters Score -73123 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -73372.039062 Penalty: 637.938416
	Iteration 1F: 3 clusters Score -73372.04 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -73447.984375 Penalty: 637.938416
	Iteration 2F: 3 clusters Score -73447.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -73505.179688 Penalty: 637.938416
	Iteration 3F: 3 clusters Score -73505.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -73549.109375 Penalty: 637.938416
	Iteration 4Q: 3 clusters Score -73549.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -73582.703125 Penalty: 637.938416
	Iteration 5Q: 3 clusters Score -73582.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -73616.390625 Penalty: 637.938416
	Iteration 6Q: 3 clusters Score -73616.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -73638.492188 Penalty: 637.938416
	Iteration 7Q: 3 clusters Score -73638.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -73655.242188 Penalty: 637.938416
	Iteration 8Q: 3 clusters Score -73655.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -73665.585938 Penalty: 637.938416
	Iteration 9Q: 3 clusters Score -73665.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -73682.054688 Penalty: 637.938416
	Iteration 10Q: 3 clusters Score -73682.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -73701.640625 Penalty: 637.938416
	Iteration 11Q: 3 clusters Score -73701.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -73705.195312 Penalty: 637.938416
	Iteration 12Q: 3 clusters Score -73705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -73706.929688 Penalty: 637.938416
	Iteration 13Q: 3 clusters Score -73706.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -73710.226562 Penalty: 637.938416
	Iteration 14Q: 3 clusters Score -73710.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -73711.890625 Penalty: 637.938416
	Iteration 15Q: 3 clusters Score -73711.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -73714.507812 Penalty: 637.938416
	Iteration 16Q: 3 clusters Score -73714.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -73715.296875 Penalty: 637.938416
	Iteration 17Q: 3 clusters Score -73715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -73715.296875 Penalty: 637.938416
	Iteration 18F: 3 clusters Score -73715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 43050 members 
Mstep: Class 7 contains 45074 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 81524 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 78683 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49387 members 
Mstep: Class 17 contains 14863 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 17005 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 30090 members 
Mstep: Class 23 contains 3500 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 11949 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14678 members 
Mstep: Class 29 contains 19803 members 
Mstep: Class 30 contains 89461 members 
Mstep: Class 31 contains 42398 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 75987 members 
Mstep: Class 34 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241996.000000 Penalty: 20813.578125
Iteration 359Q: 35 clusters Score -4.2242e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 43047 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 81558 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 78684 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49338 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 17005 members 
Mstep: Class 21 contains 12597 members 
Mstep: Class 22 contains 30092 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 12002 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14642 members 
Mstep: Class 29 contains 19774 members 
Mstep: Class 30 contains 89482 members 
Mstep: Class 31 contains 42410 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 75997 members 
Mstep: Class 34 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241860.000000 Penalty: 20813.578125
Iteration 360F: 35 clusters Score -4.224186e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 43039 members 
Mstep: Class 7 contains 45078 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 81602 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 78701 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49290 members 
Mstep: Class 17 contains 14842 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20899 members 
Mstep: Class 20 contains 16995 members 
Mstep: Class 21 contains 12616 members 
Mstep: Class 22 contains 30097 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 12045 members 
Mstep: Class 26 contains 4535 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14615 members 
Mstep: Class 29 contains 19741 members 
Mstep: Class 30 contains 89507 members 
Mstep: Class 31 contains 42424 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 75999 members 
Mstep: Class 34 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241960.000000 Penalty: 20813.578125
Iteration 361Q: 35 clusters Score -4.224196e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 43033 members 
Mstep: Class 7 contains 45071 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 81673 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 78727 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49241 members 
Mstep: Class 17 contains 14831 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20902 members 
Mstep: Class 20 contains 16996 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 30098 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 4532 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14586 members 
Mstep: Class 29 contains 19697 members 
Mstep: Class 30 contains 89538 members 
Mstep: Class 31 contains 42428 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 75980 members 
Mstep: Class 34 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241924.000000 Penalty: 20813.578125
Iteration 362Q: 35 clusters Score -4.224192e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 43031 members 
Mstep: Class 7 contains 45062 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 81750 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 78744 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49206 members 
Mstep: Class 17 contains 14817 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 20903 members 
Mstep: Class 20 contains 17000 members 
Mstep: Class 21 contains 12652 members 
Mstep: Class 22 contains 30101 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3073 members 
Mstep: Class 25 contains 12091 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14567 members 
Mstep: Class 29 contains 19660 members 
Mstep: Class 30 contains 89556 members 
Mstep: Class 31 contains 42434 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 75950 members 
Mstep: Class 34 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241948.000000 Penalty: 20813.578125
Iteration 363Q: 35 clusters Score -4.224195e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 43029 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 81814 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 78779 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49163 members 
Mstep: Class 17 contains 14809 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 17007 members 
Mstep: Class 21 contains 12667 members 
Mstep: Class 22 contains 30105 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3073 members 
Mstep: Class 25 contains 12108 members 
Mstep: Class 26 contains 4522 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14546 members 
Mstep: Class 29 contains 19621 members 
Mstep: Class 30 contains 89564 members 
Mstep: Class 31 contains 42439 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 75920 members 
Mstep: Class 34 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241956.000000 Penalty: 20813.578125
Iteration 364Q: 35 clusters Score -4.224196e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 43022 members 
Mstep: Class 7 contains 45044 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 81862 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 78810 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49123 members 
Mstep: Class 17 contains 14806 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 17019 members 
Mstep: Class 21 contains 12685 members 
Mstep: Class 22 contains 30105 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3074 members 
Mstep: Class 25 contains 12132 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14531 members 
Mstep: Class 29 contains 19583 members 
Mstep: Class 30 contains 89564 members 
Mstep: Class 31 contains 42445 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 75905 members 
Mstep: Class 34 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241916.000000 Penalty: 20813.578125
Iteration 365Q: 35 clusters Score -4.224192e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 43023 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 81903 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 78841 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49092 members 
Mstep: Class 17 contains 14802 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 17022 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 30103 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3078 members 
Mstep: Class 25 contains 12145 members 
Mstep: Class 26 contains 4517 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14512 members 
Mstep: Class 29 contains 19545 members 
Mstep: Class 30 contains 89550 members 
Mstep: Class 31 contains 42452 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 75906 members 
Mstep: Class 34 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241940.000000 Penalty: 20813.578125
Iteration 366Q: 35 clusters Score -4.224194e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 43023 members 
Mstep: Class 7 contains 45006 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 13256 members 
Mstep: Class 11 contains 81963 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 78881 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49055 members 
Mstep: Class 17 contains 14806 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 17031 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 30102 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3082 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 4514 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14501 members 
Mstep: Class 29 contains 19517 members 
Mstep: Class 30 contains 89544 members 
Mstep: Class 31 contains 42459 members 
Mstep: Class 32 contains 1479 members 
Mstep: Class 33 contains 75876 members 
Mstep: Class 34 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241916.000000 Penalty: 20813.578125
Iteration 367Q: 35 clusters Score -4.224192e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 43023 members 
Mstep: Class 7 contains 44980 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 13247 members 
Mstep: Class 11 contains 82033 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 78929 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49032 members 
Mstep: Class 17 contains 14801 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20909 members 
Mstep: Class 20 contains 17033 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 30099 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3085 members 
Mstep: Class 25 contains 12174 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14487 members 
Mstep: Class 29 contains 19482 members 
Mstep: Class 30 contains 89545 members 
Mstep: Class 31 contains 42466 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 75846 members 
Mstep: Class 34 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241872.000000 Penalty: 20813.578125
Iteration 368Q: 35 clusters Score -4.224187e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 43020 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 13240 members 
Mstep: Class 11 contains 82114 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 78985 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49007 members 
Mstep: Class 17 contains 14800 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20904 members 
Mstep: Class 20 contains 17049 members 
Mstep: Class 21 contains 12718 members 
Mstep: Class 22 contains 30098 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3088 members 
Mstep: Class 25 contains 12195 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14469 members 
Mstep: Class 29 contains 19431 members 
Mstep: Class 30 contains 89530 members 
Mstep: Class 31 contains 42458 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 75814 members 
Mstep: Class 34 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241844.000000 Penalty: 20813.578125
Iteration 369Q: 35 clusters Score -4.224184e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 43013 members 
Mstep: Class 7 contains 44941 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 82182 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 79061 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48984 members 
Mstep: Class 17 contains 14795 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 17065 members 
Mstep: Class 21 contains 12719 members 
Mstep: Class 22 contains 30099 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 12217 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14458 members 
Mstep: Class 29 contains 19381 members 
Mstep: Class 30 contains 89522 members 
Mstep: Class 31 contains 42447 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 75765 members 
Mstep: Class 34 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241820.000000 Penalty: 20813.578125
Iteration 370Q: 35 clusters Score -4.224182e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 43006 members 
Mstep: Class 7 contains 44925 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 13230 members 
Mstep: Class 11 contains 82222 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 79156 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48958 members 
Mstep: Class 17 contains 14793 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 17078 members 
Mstep: Class 21 contains 12727 members 
Mstep: Class 22 contains 30100 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 12225 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14447 members 
Mstep: Class 29 contains 19337 members 
Mstep: Class 30 contains 89517 members 
Mstep: Class 31 contains 42442 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 75717 members 
Mstep: Class 34 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241920.000000 Penalty: 20813.578125
Iteration 371Q: 35 clusters Score -4.224192e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 43003 members 
Mstep: Class 7 contains 44908 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 13224 members 
Mstep: Class 11 contains 82253 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 79230 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48940 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 17083 members 
Mstep: Class 21 contains 12737 members 
Mstep: Class 22 contains 30101 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 12235 members 
Mstep: Class 26 contains 4506 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14442 members 
Mstep: Class 29 contains 19287 members 
Mstep: Class 30 contains 89507 members 
Mstep: Class 31 contains 42453 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 75694 members 
Mstep: Class 34 contains 1051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241912.000000 Penalty: 20813.578125
Iteration 372Q: 35 clusters Score -4.224191e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 42997 members 
Mstep: Class 7 contains 44889 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 13213 members 
Mstep: Class 11 contains 82253 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 79285 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48926 members 
Mstep: Class 17 contains 14802 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 17111 members 
Mstep: Class 21 contains 12749 members 
Mstep: Class 22 contains 30103 members 
Mstep: Class 23 contains 3487 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 12247 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14434 members 
Mstep: Class 29 contains 19270 members 
Mstep: Class 30 contains 89488 members 
Mstep: Class 31 contains 42443 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 75693 members 
Mstep: Class 34 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241988.000000 Penalty: 20813.578125
Iteration 373Q: 35 clusters Score -4.224199e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 42992 members 
Mstep: Class 7 contains 44872 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 13205 members 
Mstep: Class 11 contains 82248 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 79324 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48914 members 
Mstep: Class 17 contains 14801 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 17133 members 
Mstep: Class 21 contains 12757 members 
Mstep: Class 22 contains 30105 members 
Mstep: Class 23 contains 3483 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 12259 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14427 members 
Mstep: Class 29 contains 19268 members 
Mstep: Class 30 contains 89486 members 
Mstep: Class 31 contains 42439 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 75685 members 
Mstep: Class 34 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241944.000000 Penalty: 20813.578125
Iteration 374Q: 35 clusters Score -4.224194e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 44865 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 82241 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 79364 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48903 members 
Mstep: Class 17 contains 14800 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20889 members 
Mstep: Class 20 contains 17135 members 
Mstep: Class 21 contains 12764 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 12268 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14419 members 
Mstep: Class 29 contains 19261 members 
Mstep: Class 30 contains 89485 members 
Mstep: Class 31 contains 42444 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 75683 members 
Mstep: Class 34 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242044.000000 Penalty: 20813.578125
Iteration 375Q: 35 clusters Score -4.224204e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 42968 members 
Mstep: Class 7 contains 44848 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 82241 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 79404 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48894 members 
Mstep: Class 17 contains 14797 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20887 members 
Mstep: Class 20 contains 17145 members 
Mstep: Class 21 contains 12772 members 
Mstep: Class 22 contains 30113 members 
Mstep: Class 23 contains 3483 members 
Mstep: Class 24 contains 3096 members 
Mstep: Class 25 contains 12276 members 
Mstep: Class 26 contains 4498 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 14413 members 
Mstep: Class 29 contains 19260 members 
Mstep: Class 30 contains 89490 members 
Mstep: Class 31 contains 42448 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75649 members 
Mstep: Class 34 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242056.000000 Penalty: 20813.578125
Iteration 376Q: 35 clusters Score -4.224206e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 42960 members 
Mstep: Class 7 contains 44839 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 13185 members 
Mstep: Class 11 contains 82252 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 79471 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48878 members 
Mstep: Class 17 contains 14796 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20890 members 
Mstep: Class 20 contains 17164 members 
Mstep: Class 21 contains 12778 members 
Mstep: Class 22 contains 30112 members 
Mstep: Class 23 contains 3482 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 4494 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14399 members 
Mstep: Class 29 contains 19248 members 
Mstep: Class 30 contains 89496 members 
Mstep: Class 31 contains 42433 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 75604 members 
Mstep: Class 34 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242248.000000 Penalty: 20813.578125
Iteration 377Q: 35 clusters Score -4.224225e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 42960 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 13183 members 
Mstep: Class 11 contains 82251 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 79546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48864 members 
Mstep: Class 17 contains 14796 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20891 members 
Mstep: Class 20 contains 17183 members 
Mstep: Class 21 contains 12782 members 
Mstep: Class 22 contains 30111 members 
Mstep: Class 23 contains 3482 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 4490 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14387 members 
Mstep: Class 29 contains 19241 members 
Mstep: Class 30 contains 89499 members 
Mstep: Class 31 contains 42421 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75554 members 
Mstep: Class 34 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242228.000000 Penalty: 20813.578125
Iteration 378Q: 35 clusters Score -4.224223e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 42957 members 
Mstep: Class 7 contains 44823 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 13181 members 
Mstep: Class 11 contains 82233 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2937 members 
Mstep: Class 14 contains 79622 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48842 members 
Mstep: Class 17 contains 14798 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20892 members 
Mstep: Class 20 contains 17191 members 
Mstep: Class 21 contains 12784 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 3483 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 12277 members 
Mstep: Class 26 contains 4487 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14379 members 
Mstep: Class 29 contains 19243 members 
Mstep: Class 30 contains 89511 members 
Mstep: Class 31 contains 42412 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75515 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242220.000000 Penalty: 20813.578125
Iteration 379Q: 35 clusters Score -4.224222e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 42953 members 
Mstep: Class 7 contains 44812 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 13178 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 79698 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48818 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20890 members 
Mstep: Class 20 contains 17211 members 
Mstep: Class 21 contains 12788 members 
Mstep: Class 22 contains 30113 members 
Mstep: Class 23 contains 3483 members 
Mstep: Class 24 contains 3100 members 
Mstep: Class 25 contains 12280 members 
Mstep: Class 26 contains 4483 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14365 members 
Mstep: Class 29 contains 19237 members 
Mstep: Class 30 contains 89515 members 
Mstep: Class 31 contains 42395 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75497 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242148.000000 Penalty: 20813.578125
Iteration 380F: 35 clusters Score -4.224215e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 42953 members 
Mstep: Class 7 contains 44806 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 13174 members 
Mstep: Class 11 contains 82183 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2950 members 
Mstep: Class 14 contains 79762 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48813 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20887 members 
Mstep: Class 20 contains 17222 members 
Mstep: Class 21 contains 12796 members 
Mstep: Class 22 contains 30114 members 
Mstep: Class 23 contains 3483 members 
Mstep: Class 24 contains 3099 members 
Mstep: Class 25 contains 12295 members 
Mstep: Class 26 contains 4479 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14356 members 
Mstep: Class 29 contains 19220 members 
Mstep: Class 30 contains 89512 members 
Mstep: Class 31 contains 42386 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75478 members 
Mstep: Class 34 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242176.000000 Penalty: 20813.578125
Iteration 381Q: 35 clusters Score -4.224218e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 42950 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 82163 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 79833 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48814 members 
Mstep: Class 17 contains 14795 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20885 members 
Mstep: Class 20 contains 17230 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 30118 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 12303 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14349 members 
Mstep: Class 29 contains 19208 members 
Mstep: Class 30 contains 89508 members 
Mstep: Class 31 contains 42381 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75438 members 
Mstep: Class 34 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242148.000000 Penalty: 20813.578125
Iteration 382Q: 35 clusters Score -4.224215e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 42951 members 
Mstep: Class 7 contains 44774 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 13163 members 
Mstep: Class 11 contains 82140 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2960 members 
Mstep: Class 14 contains 79878 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48812 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20883 members 
Mstep: Class 20 contains 17224 members 
Mstep: Class 21 contains 12814 members 
Mstep: Class 22 contains 30125 members 
Mstep: Class 23 contains 3487 members 
Mstep: Class 24 contains 3101 members 
Mstep: Class 25 contains 12303 members 
Mstep: Class 26 contains 4470 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14346 members 
Mstep: Class 29 contains 19198 members 
Mstep: Class 30 contains 89519 members 
Mstep: Class 31 contains 42392 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 75419 members 
Mstep: Class 34 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242184.000000 Penalty: 20813.578125
Iteration 383Q: 35 clusters Score -4.224218e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 42949 members 
Mstep: Class 7 contains 44751 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 13159 members 
Mstep: Class 11 contains 82140 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 79932 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48814 members 
Mstep: Class 17 contains 14796 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20878 members 
Mstep: Class 20 contains 17230 members 
Mstep: Class 21 contains 12821 members 
Mstep: Class 22 contains 30131 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3102 members 
Mstep: Class 25 contains 12317 members 
Mstep: Class 26 contains 4468 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14334 members 
Mstep: Class 29 contains 19188 members 
Mstep: Class 30 contains 89512 members 
Mstep: Class 31 contains 42389 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 75386 members 
Mstep: Class 34 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242188.000000 Penalty: 20813.578125
Iteration 384Q: 35 clusters Score -4.224219e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 44734 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 13162 members 
Mstep: Class 11 contains 82149 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 79998 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48812 members 
Mstep: Class 17 contains 14798 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 17227 members 
Mstep: Class 21 contains 12828 members 
Mstep: Class 22 contains 30133 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3102 members 
Mstep: Class 25 contains 12339 members 
Mstep: Class 26 contains 4465 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14317 members 
Mstep: Class 29 contains 19175 members 
Mstep: Class 30 contains 89506 members 
Mstep: Class 31 contains 42396 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 75329 members 
Mstep: Class 34 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242168.000000 Penalty: 20813.578125
Iteration 385Q: 35 clusters Score -4.224217e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 13156 members 
Mstep: Class 11 contains 82129 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 80057 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48821 members 
Mstep: Class 17 contains 14796 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 17236 members 
Mstep: Class 21 contains 12839 members 
Mstep: Class 22 contains 30136 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3102 members 
Mstep: Class 25 contains 12359 members 
Mstep: Class 26 contains 4464 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 19174 members 
Mstep: Class 30 contains 89500 members 
Mstep: Class 31 contains 42394 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75283 members 
Mstep: Class 34 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242088.000000 Penalty: 20813.578125
Iteration 386Q: 35 clusters Score -4.224209e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 44701 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 13152 members 
Mstep: Class 11 contains 82140 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 80129 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48821 members 
Mstep: Class 17 contains 14792 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 17237 members 
Mstep: Class 21 contains 12851 members 
Mstep: Class 22 contains 30141 members 
Mstep: Class 23 contains 3488 members 
Mstep: Class 24 contains 3103 members 
Mstep: Class 25 contains 12385 members 
Mstep: Class 26 contains 4465 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 19148 members 
Mstep: Class 30 contains 89501 members 
Mstep: Class 31 contains 42392 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75237 members 
Mstep: Class 34 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242088.000000 Penalty: 20813.578125
Iteration 387Q: 35 clusters Score -4.224209e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3883 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 44678 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 13149 members 
Mstep: Class 11 contains 82136 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2989 members 
Mstep: Class 14 contains 80218 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48818 members 
Mstep: Class 17 contains 14786 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 17227 members 
Mstep: Class 21 contains 12864 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3103 members 
Mstep: Class 25 contains 12409 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14273 members 
Mstep: Class 29 contains 19117 members 
Mstep: Class 30 contains 89511 members 
Mstep: Class 31 contains 42404 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75183 members 
Mstep: Class 34 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242052.000000 Penalty: 20813.578125
Iteration 388Q: 35 clusters Score -4.224205e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 42924 members 
Mstep: Class 7 contains 44665 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 13149 members 
Mstep: Class 11 contains 82113 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 80306 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48819 members 
Mstep: Class 17 contains 14780 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20864 members 
Mstep: Class 20 contains 17233 members 
Mstep: Class 21 contains 12874 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3102 members 
Mstep: Class 25 contains 12437 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14264 members 
Mstep: Class 29 contains 19091 members 
Mstep: Class 30 contains 89515 members 
Mstep: Class 31 contains 42403 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75131 members 
Mstep: Class 34 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242096.000000 Penalty: 20813.578125
Iteration 389Q: 35 clusters Score -4.22421e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4216 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 42924 members 
Mstep: Class 7 contains 44639 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 13147 members 
Mstep: Class 11 contains 82062 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 80394 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48827 members 
Mstep: Class 17 contains 14770 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 20863 members 
Mstep: Class 20 contains 17241 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 30148 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3101 members 
Mstep: Class 25 contains 12474 members 
Mstep: Class 26 contains 4463 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14260 members 
Mstep: Class 29 contains 19070 members 
Mstep: Class 30 contains 89507 members 
Mstep: Class 31 contains 42398 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75101 members 
Mstep: Class 34 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242240.000000 Penalty: 20813.578125
Iteration 390Q: 35 clusters Score -4.224224e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4216 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 42928 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 13144 members 
Mstep: Class 11 contains 82028 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 80473 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48851 members 
Mstep: Class 17 contains 14754 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 20860 members 
Mstep: Class 20 contains 17245 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 30151 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 12503 members 
Mstep: Class 26 contains 4463 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14247 members 
Mstep: Class 29 contains 19049 members 
Mstep: Class 30 contains 89512 members 
Mstep: Class 31 contains 42391 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 75044 members 
Mstep: Class 34 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242272.000000 Penalty: 20813.578125
Iteration 391Q: 35 clusters Score -4.224227e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 44607 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 13140 members 
Mstep: Class 11 contains 81999 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 80590 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48868 members 
Mstep: Class 17 contains 14747 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 17247 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 22 contains 30150 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 12532 members 
Mstep: Class 26 contains 4461 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14238 members 
Mstep: Class 29 contains 19032 members 
Mstep: Class 30 contains 89511 members 
Mstep: Class 31 contains 42391 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74955 members 
Mstep: Class 34 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242340.000000 Penalty: 20813.578125
Iteration 392Q: 35 clusters Score -4.224234e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 11 contains 81937 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 80735 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48891 members 
Mstep: Class 17 contains 14741 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 20852 members 
Mstep: Class 20 contains 17255 members 
Mstep: Class 21 contains 12932 members 
Mstep: Class 22 contains 30151 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 12566 members 
Mstep: Class 26 contains 4461 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14225 members 
Mstep: Class 29 contains 18998 members 
Mstep: Class 30 contains 89520 members 
Mstep: Class 31 contains 42387 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74851 members 
Mstep: Class 34 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242420.000000 Penalty: 20813.578125
Iteration 393Q: 35 clusters Score -4.224242e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 42940 members 
Mstep: Class 7 contains 44566 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 13130 members 
Mstep: Class 11 contains 81889 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 80875 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48935 members 
Mstep: Class 17 contains 14729 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 20850 members 
Mstep: Class 20 contains 17255 members 
Mstep: Class 21 contains 12945 members 
Mstep: Class 22 contains 30150 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 12601 members 
Mstep: Class 26 contains 4463 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14217 members 
Mstep: Class 29 contains 18960 members 
Mstep: Class 30 contains 89531 members 
Mstep: Class 31 contains 42389 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74735 members 
Mstep: Class 34 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242400.000000 Penalty: 20813.578125
Iteration 394Q: 35 clusters Score -4.22424e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 44547 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 13128 members 
Mstep: Class 11 contains 81807 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 81021 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 48987 members 
Mstep: Class 17 contains 14715 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 20845 members 
Mstep: Class 20 contains 17250 members 
Mstep: Class 21 contains 12968 members 
Mstep: Class 22 contains 30155 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 12633 members 
Mstep: Class 26 contains 4463 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14210 members 
Mstep: Class 29 contains 18935 members 
Mstep: Class 30 contains 89547 members 
Mstep: Class 31 contains 42393 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74600 members 
Mstep: Class 34 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242328.000000 Penalty: 20813.578125
Iteration 395Q: 35 clusters Score -4.224233e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 44541 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 13129 members 
Mstep: Class 11 contains 81727 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 81185 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49055 members 
Mstep: Class 17 contains 14707 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 20834 members 
Mstep: Class 20 contains 17242 members 
Mstep: Class 21 contains 12992 members 
Mstep: Class 22 contains 30157 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3089 members 
Mstep: Class 25 contains 12661 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14202 members 
Mstep: Class 29 contains 18903 members 
Mstep: Class 30 contains 89552 members 
Mstep: Class 31 contains 42399 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 74453 members 
Mstep: Class 34 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242356.000000 Penalty: 20813.578125
Iteration 396Q: 35 clusters Score -4.224236e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 42944 members 
Mstep: Class 7 contains 44530 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 13124 members 
Mstep: Class 11 contains 81650 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 81326 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49141 members 
Mstep: Class 17 contains 14701 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 20829 members 
Mstep: Class 20 contains 17246 members 
Mstep: Class 21 contains 13013 members 
Mstep: Class 22 contains 30160 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 12687 members 
Mstep: Class 26 contains 4464 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14196 members 
Mstep: Class 29 contains 18851 members 
Mstep: Class 30 contains 89557 members 
Mstep: Class 31 contains 42395 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74331 members 
Mstep: Class 34 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242400.000000 Penalty: 20813.578125
Iteration 397Q: 35 clusters Score -4.22424e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 42940 members 
Mstep: Class 7 contains 44522 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 81576 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 81396 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49243 members 
Mstep: Class 17 contains 14704 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 20829 members 
Mstep: Class 20 contains 17256 members 
Mstep: Class 21 contains 13025 members 
Mstep: Class 22 contains 30160 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 12715 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14191 members 
Mstep: Class 29 contains 18805 members 
Mstep: Class 30 contains 89573 members 
Mstep: Class 31 contains 42383 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74233 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242516.000000 Penalty: 20813.578125
Iteration 398Q: 35 clusters Score -4.224252e+07 nChanged 840
Entering ConstructFrom: 
Score: -42242516.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -62447.093750 Penalty: 312.963867
	Iteration 0F: 2 clusters Score -62447.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -61638.574219 Penalty: 625.927734
	Iteration 0F: 3 clusters Score -61638.57 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61865.300781 Penalty: 625.927734
	Iteration 1F: 3 clusters Score -61865.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61936.007812 Penalty: 625.927734
	Iteration 2F: 3 clusters Score -61936.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61977.140625 Penalty: 625.927734
	Iteration 3F: 3 clusters Score -61977.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -62010.308594 Penalty: 625.927734
	Iteration 4Q: 3 clusters Score -62010.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -62043.085938 Penalty: 625.927734
	Iteration 5Q: 3 clusters Score -62043.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -62069.953125 Penalty: 625.927734
	Iteration 6Q: 3 clusters Score -62069.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62083.140625 Penalty: 625.927734
	Iteration 7Q: 3 clusters Score -62083.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -62097.832031 Penalty: 625.927734
	Iteration 8Q: 3 clusters Score -62097.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62119.277344 Penalty: 625.927734
	Iteration 9Q: 3 clusters Score -62119.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62143.464844 Penalty: 625.927734
	Iteration 10Q: 3 clusters Score -62143.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -62151.625000 Penalty: 625.927734
	Iteration 11Q: 3 clusters Score -62151.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -62157.597656 Penalty: 625.927734
	Iteration 12Q: 3 clusters Score -62157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -62162.660156 Penalty: 625.927734
	Iteration 13Q: 3 clusters Score -62162.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -62166.699219 Penalty: 625.927734
	Iteration 14Q: 3 clusters Score -62166.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -62171.738281 Penalty: 625.927734
	Iteration 15Q: 3 clusters Score -62171.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -62181.578125 Penalty: 625.927734
	Iteration 16Q: 3 clusters Score -62181.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -62189.738281 Penalty: 625.927734
	Iteration 17Q: 3 clusters Score -62189.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -62193.070312 Penalty: 625.927734
	Iteration 18Q: 3 clusters Score -62193.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -62196.488281 Penalty: 625.927734
	Iteration 19Q: 3 clusters Score -62196.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -62199.027344 Penalty: 625.927734
	Iteration 20F: 3 clusters Score -62199.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -62202.800781 Penalty: 625.927734
	Iteration 21Q: 3 clusters Score -62202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -62207.222656 Penalty: 625.927734
	Iteration 22Q: 3 clusters Score -62207.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -62212.613281 Penalty: 625.927734
	Iteration 23Q: 3 clusters Score -62212.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -62213.968750 Penalty: 625.927734
	Iteration 24Q: 3 clusters Score -62213.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -62215.996094 Penalty: 625.927734
	Iteration 25Q: 3 clusters Score -62216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -62216.710938 Penalty: 625.927734
	Iteration 26Q: 3 clusters Score -62216.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -62217.886719 Penalty: 625.927734
	Iteration 27Q: 3 clusters Score -62217.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -62218.406250 Penalty: 625.927734
	Iteration 28Q: 3 clusters Score -62218.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -62218.957031 Penalty: 625.927734
	Iteration 29Q: 3 clusters Score -62218.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62219.089844 Penalty: 625.927734
	Iteration 30Q: 3 clusters Score -62219.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62219.089844 Penalty: 625.927734
	Iteration 31F: 3 clusters Score -62219.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Entering Unmasked Estep 
Score: -237785.046875 Penalty: 379.793793
	Iteration 0F: 2 clusters Score -237785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -234929.187500 Penalty: 759.587585
	Iteration 0F: 3 clusters Score -234929.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -236004.640625 Penalty: 759.587585
	Iteration 1F: 3 clusters Score -236004.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -236138.609375 Penalty: 759.587585
	Iteration 2F: 3 clusters Score -236138.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -236249.140625 Penalty: 759.587585
	Iteration 3F: 3 clusters Score -236249.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -236356.656250 Penalty: 759.587585
	Iteration 4F: 3 clusters Score -236356.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -236497.171875 Penalty: 759.587585
	Iteration 5F: 3 clusters Score -236497.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -236746.734375 Penalty: 759.587585
	Iteration 6F: 3 clusters Score -236746.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -237031.687500 Penalty: 759.587585
	Iteration 7F: 3 clusters Score -237031.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -237257.296875 Penalty: 759.587585
	Iteration 8F: 3 clusters Score -237257.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -237415.484375 Penalty: 759.587585
	Iteration 9F: 3 clusters Score -237415.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -237501.453125 Penalty: 759.587585
	Iteration 10Q: 3 clusters Score -237501.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -237564.421875 Penalty: 759.587585
	Iteration 11Q: 3 clusters Score -237564.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -237598.265625 Penalty: 759.587585
	Iteration 12Q: 3 clusters Score -237598.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -237617.187500 Penalty: 759.587585
	Iteration 13Q: 3 clusters Score -237617.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -237628.703125 Penalty: 759.587585
	Iteration 14Q: 3 clusters Score -237628.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -237634.640625 Penalty: 759.587585
	Iteration 15Q: 3 clusters Score -237634.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -237639.343750 Penalty: 759.587585
	Iteration 16Q: 3 clusters Score -237639.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -237642.312500 Penalty: 759.587585
	Iteration 17Q: 3 clusters Score -237642.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -237646.859375 Penalty: 759.587585
	Iteration 18Q: 3 clusters Score -237646.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -237652.718750 Penalty: 759.587585
	Iteration 19Q: 3 clusters Score -237652.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -237656.000000 Penalty: 759.587585
	Iteration 20F: 3 clusters Score -237656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -237660.859375 Penalty: 759.587585
	Iteration 21Q: 3 clusters Score -237660.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -237666.015625 Penalty: 759.587585
	Iteration 22Q: 3 clusters Score -237666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -237671.171875 Penalty: 759.587585
	Iteration 23Q: 3 clusters Score -237671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -237676.187500 Penalty: 759.587585
	Iteration 24Q: 3 clusters Score -237676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -237680.343750 Penalty: 759.587585
	Iteration 25Q: 3 clusters Score -237680.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -237683.703125 Penalty: 759.587585
	Iteration 26Q: 3 clusters Score -237683.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -237686.843750 Penalty: 759.587585
	Iteration 27Q: 3 clusters Score -237686.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -237691.156250 Penalty: 759.587585
	Iteration 28Q: 3 clusters Score -237691.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -237693.953125 Penalty: 759.587585
	Iteration 29Q: 3 clusters Score -237694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237698.000000 Penalty: 759.587585
	Iteration 30Q: 3 clusters Score -237698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -237703.578125 Penalty: 759.587585
	Iteration 31Q: 3 clusters Score -237703.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237712.000000 Penalty: 759.587585
	Iteration 32Q: 3 clusters Score -237712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -237722.484375 Penalty: 759.587585
	Iteration 33Q: 3 clusters Score -237722.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -237730.328125 Penalty: 759.587585
	Iteration 34Q: 3 clusters Score -237730.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -237735.140625 Penalty: 759.587585
	Iteration 35Q: 3 clusters Score -237735.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -237739.062500 Penalty: 759.587585
	Iteration 36Q: 3 clusters Score -237739.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -237742.203125 Penalty: 759.587585
	Iteration 37Q: 3 clusters Score -237742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -237743.125000 Penalty: 759.587585
	Iteration 38Q: 3 clusters Score -237743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -237744.203125 Penalty: 759.587585
	Iteration 39Q: 3 clusters Score -237744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -237744.375000 Penalty: 759.587585
	Iteration 40F: 3 clusters Score -237744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -237745.062500 Penalty: 759.587585
	Iteration 41Q: 3 clusters Score -237745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -237745.781250 Penalty: 759.587585
	Iteration 42Q: 3 clusters Score -237745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -237746.078125 Penalty: 759.587585
	Iteration 43Q: 3 clusters Score -237746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -237746.093750 Penalty: 759.587585
	Iteration 44Q: 3 clusters Score -237746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -237746.515625 Penalty: 759.587585
	Iteration 45Q: 3 clusters Score -237746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -237746.578125 Penalty: 759.587585
	Iteration 46Q: 3 clusters Score -237746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -237746.687500 Penalty: 759.587585
	Iteration 47Q: 3 clusters Score -237746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -237746.687500 Penalty: 759.587585
	Iteration 48F: 3 clusters Score -237746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -110756.859375 Penalty: 340.793671
	Iteration 0F: 2 clusters Score -110756.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -109461.773438 Penalty: 681.587341
	Iteration 0F: 3 clusters Score -109461.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109985.492188 Penalty: 681.587341
	Iteration 1F: 3 clusters Score -109985.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -110087.375000 Penalty: 681.587341
	Iteration 2F: 3 clusters Score -110087.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110159.187500 Penalty: 681.587341
	Iteration 3F: 3 clusters Score -110159.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110218.531250 Penalty: 681.587341
	Iteration 4Q: 3 clusters Score -110218.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110274.867188 Penalty: 681.587341
	Iteration 5Q: 3 clusters Score -110274.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -110320.539062 Penalty: 681.587341
	Iteration 6Q: 3 clusters Score -110320.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -110359.812500 Penalty: 681.587341
	Iteration 7Q: 3 clusters Score -110359.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -110392.296875 Penalty: 681.587341
	Iteration 8Q: 3 clusters Score -110392.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -110416.984375 Penalty: 681.587341
	Iteration 9Q: 3 clusters Score -110417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -110438.867188 Penalty: 681.587341
	Iteration 10Q: 3 clusters Score -110438.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -110457.195312 Penalty: 681.587341
	Iteration 11Q: 3 clusters Score -110457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -110468.468750 Penalty: 681.587341
	Iteration 12Q: 3 clusters Score -110468.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -110477.593750 Penalty: 681.587341
	Iteration 13Q: 3 clusters Score -110477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -110485.273438 Penalty: 681.587341
	Iteration 14Q: 3 clusters Score -110485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -110491.765625 Penalty: 681.587341
	Iteration 15Q: 3 clusters Score -110491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -110497.398438 Penalty: 681.587341
	Iteration 16Q: 3 clusters Score -110497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -110501.101562 Penalty: 681.587341
	Iteration 17Q: 3 clusters Score -110501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -110504.140625 Penalty: 681.587341
	Iteration 18Q: 3 clusters Score -110504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -110507.117188 Penalty: 681.587341
	Iteration 19Q: 3 clusters Score -110507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -110508.820312 Penalty: 681.587341
	Iteration 20F: 3 clusters Score -110508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -110510.273438 Penalty: 681.587341
	Iteration 21Q: 3 clusters Score -110510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -110510.273438 Penalty: 681.587341
	Iteration 22F: 3 clusters Score -110510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -53293.429688 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -53293.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52473.464844 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -52473.46 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52788.753906 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -52788.75 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52863.093750 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -52863.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52914.097656 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -52914.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52953.980469 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -52953.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52995.972656 Penalty: 632.611267
	Iteration 5F: 3 clusters Score -52995.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -53020.722656 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -53020.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53040.734375 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -53040.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53060.652344 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -53060.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53080.878906 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -53080.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53091.675781 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -53091.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53098.777344 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -53098.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53105.246094 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -53105.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53112.972656 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -53112.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53117.550781 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -53117.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53119.761719 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -53119.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53121.554688 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -53121.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53124.210938 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -53124.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53127.820312 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -53127.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53131.480469 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -53131.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53133.476562 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -53133.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53136.437500 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -53136.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53138.691406 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -53138.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53140.363281 Penalty: 632.611267
	Iteration 23Q: 3 clusters Score -53140.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53143.597656 Penalty: 632.611267
	Iteration 24Q: 3 clusters Score -53143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53144.804688 Penalty: 632.611267
	Iteration 25Q: 3 clusters Score -53144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53145.285156 Penalty: 632.611267
	Iteration 26Q: 3 clusters Score -53145.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53145.519531 Penalty: 632.611267
	Iteration 27Q: 3 clusters Score -53145.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53145.761719 Penalty: 632.611267
	Iteration 28Q: 3 clusters Score -53145.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53145.886719 Penalty: 632.611267
	Iteration 29Q: 3 clusters Score -53145.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53146.144531 Penalty: 632.611267
	Iteration 30Q: 3 clusters Score -53146.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53146.144531 Penalty: 632.611267
	Iteration 31F: 3 clusters Score -53146.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -257960.484375 Penalty: 376.203979
	Iteration 0F: 2 clusters Score -257960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -255307.312500 Penalty: 752.407959
	Iteration 0F: 3 clusters Score -255307.3 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -256296.703125 Penalty: 752.407959
	Iteration 1F: 3 clusters Score -256296.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -256373.843750 Penalty: 752.407959
	Iteration 2F: 3 clusters Score -256373.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -256446.796875 Penalty: 752.407959
	Iteration 3Q: 3 clusters Score -256446.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -256531.968750 Penalty: 752.407959
	Iteration 4Q: 3 clusters Score -256532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -256639.859375 Penalty: 752.407959
	Iteration 5F: 3 clusters Score -256639.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -256761.234375 Penalty: 752.407959
	Iteration 6Q: 3 clusters Score -256761.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -256893.125000 Penalty: 752.407959
	Iteration 7F: 3 clusters Score -256893.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -257013.078125 Penalty: 752.407959
	Iteration 8Q: 3 clusters Score -257013.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -257107.531250 Penalty: 752.407959
	Iteration 9Q: 3 clusters Score -257107.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -257156.531250 Penalty: 752.407959
	Iteration 10Q: 3 clusters Score -257156.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -257178.203125 Penalty: 752.407959
	Iteration 11Q: 3 clusters Score -257178.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -257194.218750 Penalty: 752.407959
	Iteration 12Q: 3 clusters Score -257194.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -257203.359375 Penalty: 752.407959
	Iteration 13Q: 3 clusters Score -257203.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -257211.171875 Penalty: 752.407959
	Iteration 14Q: 3 clusters Score -257211.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -257218.046875 Penalty: 752.407959
	Iteration 15Q: 3 clusters Score -257218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -257223.015625 Penalty: 752.407959
	Iteration 16Q: 3 clusters Score -257223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -257227.234375 Penalty: 752.407959
	Iteration 17Q: 3 clusters Score -257227.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -257230.375000 Penalty: 752.407959
	Iteration 18Q: 3 clusters Score -257230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -257232.843750 Penalty: 752.407959
	Iteration 19Q: 3 clusters Score -257232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -257234.734375 Penalty: 752.407959
	Iteration 20F: 3 clusters Score -257234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -257236.296875 Penalty: 752.407959
	Iteration 21Q: 3 clusters Score -257236.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -257237.375000 Penalty: 752.407959
	Iteration 22Q: 3 clusters Score -257237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -257238.437500 Penalty: 752.407959
	Iteration 23Q: 3 clusters Score -257238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -257238.937500 Penalty: 752.407959
	Iteration 24Q: 3 clusters Score -257238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -257239.437500 Penalty: 752.407959
	Iteration 25Q: 3 clusters Score -257239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -257240.109375 Penalty: 752.407959
	Iteration 26Q: 3 clusters Score -257240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -257239.968750 Penalty: 752.407959
	Iteration 27Q: 3 clusters Score -257240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -257240.015625 Penalty: 752.407959
	Iteration 28Q: 3 clusters Score -257240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -257240.593750 Penalty: 752.407959
	Iteration 29Q: 3 clusters Score -257240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -257240.734375 Penalty: 752.407959
	Iteration 30Q: 3 clusters Score -257240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -257240.812500 Penalty: 752.407959
	Iteration 31Q: 3 clusters Score -257240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -257240.765625 Penalty: 752.407959
	Iteration 32Q: 3 clusters Score -257240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -257241.046875 Penalty: 752.407959
	Iteration 33Q: 3 clusters Score -257241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -257241.093750 Penalty: 752.407959
	Iteration 34Q: 3 clusters Score -257241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -257241.593750 Penalty: 752.407959
	Iteration 35Q: 3 clusters Score -257241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -257241.562500 Penalty: 752.407959
	Iteration 36Q: 3 clusters Score -257241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -257241.703125 Penalty: 752.407959
	Iteration 37Q: 3 clusters Score -257241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -257241.859375 Penalty: 752.407959
	Iteration 38Q: 3 clusters Score -257241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -257241.859375 Penalty: 752.407959
	Iteration 39F: 3 clusters Score -257241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Entering Unmasked Estep 
Score: -2840484.250000 Penalty: 485.381348
	Iteration 0F: 2 clusters Score -2840484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2812392.500000 Penalty: 970.762695
	Iteration 0F: 3 clusters Score -2812392 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2824430.750000 Penalty: 970.762695
	Iteration 1F: 3 clusters Score -2824431 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2824697.500000 Penalty: 970.762695
	Iteration 2Q: 3 clusters Score -2824698 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2825041.750000 Penalty: 970.762695
	Iteration 3Q: 3 clusters Score -2825042 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2825594.750000 Penalty: 970.762695
	Iteration 4Q: 3 clusters Score -2825595 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2826650.000000 Penalty: 970.762695
	Iteration 5Q: 3 clusters Score -2826650 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2828491.000000 Penalty: 970.762695
	Iteration 6F: 3 clusters Score -2828491 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -2830839.250000 Penalty: 970.762695
	Iteration 7F: 3 clusters Score -2830839 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -2832368.000000 Penalty: 970.762695
	Iteration 8F: 3 clusters Score -2832368 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -2832907.250000 Penalty: 970.762695
	Iteration 9Q: 3 clusters Score -2832907 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -2833128.750000 Penalty: 970.762695
	Iteration 10Q: 3 clusters Score -2833129 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -2833287.250000 Penalty: 970.762695
	Iteration 11Q: 3 clusters Score -2833287 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -2833454.750000 Penalty: 970.762695
	Iteration 12Q: 3 clusters Score -2833455 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -2833603.750000 Penalty: 970.762695
	Iteration 13Q: 3 clusters Score -2833604 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -2833760.750000 Penalty: 970.762695
	Iteration 14Q: 3 clusters Score -2833761 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -2833943.250000 Penalty: 970.762695
	Iteration 15Q: 3 clusters Score -2833943 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -2834177.500000 Penalty: 970.762695
	Iteration 16Q: 3 clusters Score -2834178 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -2834487.250000 Penalty: 970.762695
	Iteration 17Q: 3 clusters Score -2834487 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -2834815.750000 Penalty: 970.762695
	Iteration 18Q: 3 clusters Score -2834816 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -2835175.500000 Penalty: 970.762695
	Iteration 19Q: 3 clusters Score -2835176 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -2835515.500000 Penalty: 970.762695
	Iteration 20F: 3 clusters Score -2835516 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -2835867.250000 Penalty: 970.762695
	Iteration 21Q: 3 clusters Score -2835867 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -2836192.250000 Penalty: 970.762695
	Iteration 22Q: 3 clusters Score -2836192 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -2836554.500000 Penalty: 970.762695
	Iteration 23Q: 3 clusters Score -2836554 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -2836905.000000 Penalty: 970.762695
	Iteration 24Q: 3 clusters Score -2836905 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -2837317.250000 Penalty: 970.762695
	Iteration 25Q: 3 clusters Score -2837317 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -2837619.000000 Penalty: 970.762695
	Iteration 26Q: 3 clusters Score -2837619 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -2837913.750000 Penalty: 970.762695
	Iteration 27Q: 3 clusters Score -2837914 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -2838237.750000 Penalty: 970.762695
	Iteration 28Q: 3 clusters Score -2838238 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -2838581.250000 Penalty: 970.762695
	Iteration 29Q: 3 clusters Score -2838581 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -2838831.750000 Penalty: 970.762695
	Iteration 30Q: 3 clusters Score -2838832 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -2839085.500000 Penalty: 970.762695
	Iteration 31Q: 3 clusters Score -2839086 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -2839348.000000 Penalty: 970.762695
	Iteration 32Q: 3 clusters Score -2839348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -2839559.750000 Penalty: 970.762695
	Iteration 33Q: 3 clusters Score -2839560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -2839709.000000 Penalty: 970.762695
	Iteration 34Q: 3 clusters Score -2839709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -2839825.500000 Penalty: 970.762695
	Iteration 35Q: 3 clusters Score -2839826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -2839896.250000 Penalty: 970.762695
	Iteration 36Q: 3 clusters Score -2839896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -2839936.250000 Penalty: 970.762695
	Iteration 37Q: 3 clusters Score -2839936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -2839961.750000 Penalty: 970.762695
	Iteration 38Q: 3 clusters Score -2839962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -2839981.750000 Penalty: 970.762695
	Iteration 39Q: 3 clusters Score -2839982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -2839996.500000 Penalty: 970.762695
	Iteration 40F: 3 clusters Score -2839996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -2840008.250000 Penalty: 970.762695
	Iteration 41Q: 3 clusters Score -2840008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -2840011.750000 Penalty: 970.762695
	Iteration 42Q: 3 clusters Score -2840012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -2840020.500000 Penalty: 970.762695
	Iteration 43Q: 3 clusters Score -2840020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -2840020.500000 Penalty: 970.762695
	Iteration 44Q: 3 clusters Score -2840020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -2840023.500000 Penalty: 970.762695
	Iteration 45Q: 3 clusters Score -2840024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -2840028.000000 Penalty: 970.762695
	Iteration 46Q: 3 clusters Score -2840028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -2840032.250000 Penalty: 970.762695
	Iteration 47Q: 3 clusters Score -2840032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -2840035.000000 Penalty: 970.762695
	Iteration 48Q: 3 clusters Score -2840035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -2840036.000000 Penalty: 970.762695
	Iteration 49Q: 3 clusters Score -2840036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -2840037.000000 Penalty: 970.762695
	Iteration 50Q: 3 clusters Score -2840037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -2840039.500000 Penalty: 970.762695
	Iteration 51Q: 3 clusters Score -2840040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -2840040.750000 Penalty: 970.762695
	Iteration 52Q: 3 clusters Score -2840041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -2840040.750000 Penalty: 970.762695
	Iteration 53F: 3 clusters Score -2840041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Entering Unmasked Estep 
Score: -2920291.500000 Penalty: 487.004761
	Iteration 0F: 2 clusters Score -2920292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2892369.500000 Penalty: 974.009521
	Iteration 0F: 3 clusters Score -2892370 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2905378.000000 Penalty: 974.009521
	Iteration 1F: 3 clusters Score -2905378 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2906312.500000 Penalty: 974.009521
	Iteration 2Q: 3 clusters Score -2906312 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -2908008.750000 Penalty: 974.009521
	Iteration 3F: 3 clusters Score -2908009 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -2910675.250000 Penalty: 974.009521
	Iteration 4F: 3 clusters Score -2910675 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -2913391.000000 Penalty: 974.009521
	Iteration 5F: 3 clusters Score -2913391 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -2915443.750000 Penalty: 974.009521
	Iteration 6F: 3 clusters Score -2915444 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -2916659.500000 Penalty: 974.009521
	Iteration 7Q: 3 clusters Score -2916660 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -2917373.000000 Penalty: 974.009521
	Iteration 8Q: 3 clusters Score -2917373 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -2917753.750000 Penalty: 974.009521
	Iteration 9Q: 3 clusters Score -2917754 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -2918146.500000 Penalty: 974.009521
	Iteration 10Q: 3 clusters Score -2918146 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -2918496.500000 Penalty: 974.009521
	Iteration 11Q: 3 clusters Score -2918496 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -2918738.500000 Penalty: 974.009521
	Iteration 12Q: 3 clusters Score -2918738 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -2918958.750000 Penalty: 974.009521
	Iteration 13Q: 3 clusters Score -2918959 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -2919143.500000 Penalty: 974.009521
	Iteration 14Q: 3 clusters Score -2919144 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -2919305.000000 Penalty: 974.009521
	Iteration 15Q: 3 clusters Score -2919305 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -2919485.750000 Penalty: 974.009521
	Iteration 16Q: 3 clusters Score -2919486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -2919630.000000 Penalty: 974.009521
	Iteration 17Q: 3 clusters Score -2919630 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -2919721.250000 Penalty: 974.009521
	Iteration 18Q: 3 clusters Score -2919721 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -2919757.000000 Penalty: 974.009521
	Iteration 19Q: 3 clusters Score -2919757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -2919790.750000 Penalty: 974.009521
	Iteration 20F: 3 clusters Score -2919791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -2919823.250000 Penalty: 974.009521
	Iteration 21Q: 3 clusters Score -2919823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -2919851.000000 Penalty: 974.009521
	Iteration 22Q: 3 clusters Score -2919851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -2919862.500000 Penalty: 974.009521
	Iteration 23Q: 3 clusters Score -2919862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -2919871.000000 Penalty: 974.009521
	Iteration 24Q: 3 clusters Score -2919871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -2919887.250000 Penalty: 974.009521
	Iteration 25Q: 3 clusters Score -2919887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -2919899.250000 Penalty: 974.009521
	Iteration 26Q: 3 clusters Score -2919899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -2919904.000000 Penalty: 974.009521
	Iteration 27Q: 3 clusters Score -2919904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -2919909.250000 Penalty: 974.009521
	Iteration 28Q: 3 clusters Score -2919909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -2919910.000000 Penalty: 974.009521
	Iteration 29Q: 3 clusters Score -2919910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -2919908.750000 Penalty: 974.009521
	Iteration 30Q: 3 clusters Score -2919909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -2919908.000000 Penalty: 974.009521
	Iteration 31Q: 3 clusters Score -2919908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -2919910.500000 Penalty: 974.009521
	Iteration 32Q: 3 clusters Score -2919910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -2919911.500000 Penalty: 974.009521
	Iteration 33Q: 3 clusters Score -2919912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -2919916.000000 Penalty: 974.009521
	Iteration 34Q: 3 clusters Score -2919916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -2919917.250000 Penalty: 974.009521
	Iteration 35Q: 3 clusters Score -2919917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -2919924.500000 Penalty: 974.009521
	Iteration 36Q: 3 clusters Score -2919924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -2919922.250000 Penalty: 974.009521
	Iteration 37Q: 3 clusters Score -2919922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -2919923.000000 Penalty: 974.009521
	Iteration 38Q: 3 clusters Score -2919923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -2919925.000000 Penalty: 974.009521
	Iteration 39Q: 3 clusters Score -2919925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -2919925.500000 Penalty: 974.009521
	Iteration 40F: 3 clusters Score -2919926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -2919928.000000 Penalty: 974.009521
	Iteration 41Q: 3 clusters Score -2919928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -2919924.000000 Penalty: 974.009521
	Iteration 42Q: 3 clusters Score -2919924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -2919925.750000 Penalty: 974.009521
	Iteration 43Q: 3 clusters Score -2919926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -2919926.500000 Penalty: 974.009521
	Iteration 44Q: 3 clusters Score -2919926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -2919926.500000 Penalty: 974.009521
	Iteration 45F: 3 clusters Score -2919926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -70119.460938 Penalty: 326.345337
	Iteration 0F: 2 clusters Score -70119.46 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 678 members 
Entering Unmasked Estep 
Score: -69123.031250 Penalty: 652.690674
	Iteration 0F: 3 clusters Score -69123.03 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -69482.414062 Penalty: 652.690674
	Iteration 1F: 3 clusters Score -69482.41 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -69618.242188 Penalty: 652.690674
	Iteration 2F: 3 clusters Score -69618.24 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -69789.148438 Penalty: 652.690674
	Iteration 3F: 3 clusters Score -69789.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -69890.312500 Penalty: 652.690674
	Iteration 4F: 3 clusters Score -69890.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -69952.007812 Penalty: 652.690674
	Iteration 5F: 3 clusters Score -69952.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -69982.195312 Penalty: 652.690674
	Iteration 6Q: 3 clusters Score -69982.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -70003.500000 Penalty: 652.690674
	Iteration 7Q: 3 clusters Score -70003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -70017.312500 Penalty: 652.690674
	Iteration 8Q: 3 clusters Score -70017.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -70026.867188 Penalty: 652.690674
	Iteration 9Q: 3 clusters Score -70026.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -70031.000000 Penalty: 652.690674
	Iteration 10Q: 3 clusters Score -70031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -70033.515625 Penalty: 652.690674
	Iteration 11Q: 3 clusters Score -70033.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -70036.460938 Penalty: 652.690674
	Iteration 12Q: 3 clusters Score -70036.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -70046.617188 Penalty: 652.690674
	Iteration 13Q: 3 clusters Score -70046.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -70049.531250 Penalty: 652.690674
	Iteration 14Q: 3 clusters Score -70049.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -70050.187500 Penalty: 652.690674
	Iteration 15Q: 3 clusters Score -70050.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -70050.437500 Penalty: 652.690674
	Iteration 16Q: 3 clusters Score -70050.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -70050.437500 Penalty: 652.690674
	Iteration 17F: 3 clusters Score -70050.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -178139.234375 Penalty: 362.131165
	Iteration 0F: 2 clusters Score -178139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -176144.687500 Penalty: 724.262329
	Iteration 0F: 3 clusters Score -176144.7 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -176880.921875 Penalty: 724.262329
	Iteration 1F: 3 clusters Score -176880.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -176985.890625 Penalty: 724.262329
	Iteration 2F: 3 clusters Score -176985.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -177087.812500 Penalty: 724.262329
	Iteration 3F: 3 clusters Score -177087.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -177212.796875 Penalty: 724.262329
	Iteration 4F: 3 clusters Score -177212.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -177378.531250 Penalty: 724.262329
	Iteration 5F: 3 clusters Score -177378.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -177537.859375 Penalty: 724.262329
	Iteration 6F: 3 clusters Score -177537.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -177638.984375 Penalty: 724.262329
	Iteration 7F: 3 clusters Score -177639 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -177711.500000 Penalty: 724.262329
	Iteration 8Q: 3 clusters Score -177711.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -177759.593750 Penalty: 724.262329
	Iteration 9Q: 3 clusters Score -177759.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -177800.921875 Penalty: 724.262329
	Iteration 10Q: 3 clusters Score -177800.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -177836.390625 Penalty: 724.262329
	Iteration 11Q: 3 clusters Score -177836.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -177869.437500 Penalty: 724.262329
	Iteration 12Q: 3 clusters Score -177869.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -177893.937500 Penalty: 724.262329
	Iteration 13Q: 3 clusters Score -177893.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -177911.578125 Penalty: 724.262329
	Iteration 14Q: 3 clusters Score -177911.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -177921.812500 Penalty: 724.262329
	Iteration 15Q: 3 clusters Score -177921.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -177925.875000 Penalty: 724.262329
	Iteration 16Q: 3 clusters Score -177925.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -177930.593750 Penalty: 724.262329
	Iteration 17Q: 3 clusters Score -177930.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -177934.578125 Penalty: 724.262329
	Iteration 18Q: 3 clusters Score -177934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -177937.437500 Penalty: 724.262329
	Iteration 19Q: 3 clusters Score -177937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -177938.906250 Penalty: 724.262329
	Iteration 20F: 3 clusters Score -177938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -177939.703125 Penalty: 724.262329
	Iteration 21Q: 3 clusters Score -177939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -177940.046875 Penalty: 724.262329
	Iteration 22Q: 3 clusters Score -177940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -177940.640625 Penalty: 724.262329
	Iteration 23Q: 3 clusters Score -177940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -177940.921875 Penalty: 724.262329
	Iteration 24Q: 3 clusters Score -177940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -177941.468750 Penalty: 724.262329
	Iteration 25Q: 3 clusters Score -177941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -177941.843750 Penalty: 724.262329
	Iteration 26Q: 3 clusters Score -177941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -177942.046875 Penalty: 724.262329
	Iteration 27Q: 3 clusters Score -177942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -177942.046875 Penalty: 724.262329
	Iteration 28F: 3 clusters Score -177942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Entering Unmasked Estep 
Score: -804186.875000 Penalty: 431.457367
	Iteration 0F: 2 clusters Score -804186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -795407.250000 Penalty: 862.914734
	Iteration 0F: 3 clusters Score -795407.2 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -799073.437500 Penalty: 862.914734
	Iteration 1F: 3 clusters Score -799073.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -799406.000000 Penalty: 862.914734
	Iteration 2F: 3 clusters Score -799406 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -799857.125000 Penalty: 862.914734
	Iteration 3F: 3 clusters Score -799857.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -800465.687500 Penalty: 862.914734
	Iteration 4F: 3 clusters Score -800465.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -801191.312500 Penalty: 862.914734
	Iteration 5F: 3 clusters Score -801191.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -801782.562500 Penalty: 862.914734
	Iteration 6F: 3 clusters Score -801782.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -802111.062500 Penalty: 862.914734
	Iteration 7Q: 3 clusters Score -802111.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -802284.500000 Penalty: 862.914734
	Iteration 8Q: 3 clusters Score -802284.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -802386.687500 Penalty: 862.914734
	Iteration 9Q: 3 clusters Score -802386.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -802481.687500 Penalty: 862.914734
	Iteration 10Q: 3 clusters Score -802481.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -802582.562500 Penalty: 862.914734
	Iteration 11Q: 3 clusters Score -802582.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -802694.562500 Penalty: 862.914734
	Iteration 12Q: 3 clusters Score -802694.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -802822.437500 Penalty: 862.914734
	Iteration 13Q: 3 clusters Score -802822.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -802950.000000 Penalty: 862.914734
	Iteration 14Q: 3 clusters Score -802950 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -803071.312500 Penalty: 862.914734
	Iteration 15Q: 3 clusters Score -803071.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -803164.562500 Penalty: 862.914734
	Iteration 16Q: 3 clusters Score -803164.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -803239.437500 Penalty: 862.914734
	Iteration 17Q: 3 clusters Score -803239.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -803288.937500 Penalty: 862.914734
	Iteration 18Q: 3 clusters Score -803288.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -803320.812500 Penalty: 862.914734
	Iteration 19Q: 3 clusters Score -803320.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -803352.062500 Penalty: 862.914734
	Iteration 20F: 3 clusters Score -803352.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -803378.437500 Penalty: 862.914734
	Iteration 21Q: 3 clusters Score -803378.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -803397.750000 Penalty: 862.914734
	Iteration 22Q: 3 clusters Score -803397.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -803417.750000 Penalty: 862.914734
	Iteration 23Q: 3 clusters Score -803417.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -803433.062500 Penalty: 862.914734
	Iteration 24Q: 3 clusters Score -803433.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -803447.125000 Penalty: 862.914734
	Iteration 25Q: 3 clusters Score -803447.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -803456.000000 Penalty: 862.914734
	Iteration 26Q: 3 clusters Score -803456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -803465.375000 Penalty: 862.914734
	Iteration 27Q: 3 clusters Score -803465.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -803478.437500 Penalty: 862.914734
	Iteration 28Q: 3 clusters Score -803478.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -803488.000000 Penalty: 862.914734
	Iteration 29Q: 3 clusters Score -803488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -803499.375000 Penalty: 862.914734
	Iteration 30Q: 3 clusters Score -803499.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -803504.937500 Penalty: 862.914734
	Iteration 31Q: 3 clusters Score -803504.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -803512.562500 Penalty: 862.914734
	Iteration 32Q: 3 clusters Score -803512.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -803521.562500 Penalty: 862.914734
	Iteration 33Q: 3 clusters Score -803521.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -803531.812500 Penalty: 862.914734
	Iteration 34Q: 3 clusters Score -803531.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -803543.125000 Penalty: 862.914734
	Iteration 35Q: 3 clusters Score -803543.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -803549.375000 Penalty: 862.914734
	Iteration 36Q: 3 clusters Score -803549.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -803564.437500 Penalty: 862.914734
	Iteration 37Q: 3 clusters Score -803564.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -803568.687500 Penalty: 862.914734
	Iteration 38Q: 3 clusters Score -803568.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -803576.312500 Penalty: 862.914734
	Iteration 39Q: 3 clusters Score -803576.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -803583.875000 Penalty: 862.914734
	Iteration 40F: 3 clusters Score -803583.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -803589.437500 Penalty: 862.914734
	Iteration 41Q: 3 clusters Score -803589.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -803593.500000 Penalty: 862.914734
	Iteration 42Q: 3 clusters Score -803593.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -803597.875000 Penalty: 862.914734
	Iteration 43Q: 3 clusters Score -803597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -803597.937500 Penalty: 862.914734
	Iteration 44Q: 3 clusters Score -803597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -803599.750000 Penalty: 862.914734
	Iteration 45Q: 3 clusters Score -803599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -803602.187500 Penalty: 862.914734
	Iteration 46Q: 3 clusters Score -803602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -803606.875000 Penalty: 862.914734
	Iteration 47Q: 3 clusters Score -803606.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -803608.000000 Penalty: 862.914734
	Iteration 48Q: 3 clusters Score -803608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -803610.625000 Penalty: 862.914734
	Iteration 49Q: 3 clusters Score -803610.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -803616.937500 Penalty: 862.914734
	Iteration 50Q: 3 clusters Score -803616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -803619.812500 Penalty: 862.914734
	Iteration 51Q: 3 clusters Score -803619.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -803625.812500 Penalty: 862.914734
	Iteration 52Q: 3 clusters Score -803625.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -803629.250000 Penalty: 862.914734
	Iteration 53Q: 3 clusters Score -803629.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -803633.250000 Penalty: 862.914734
	Iteration 54Q: 3 clusters Score -803633.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -803641.312500 Penalty: 862.914734
	Iteration 55Q: 3 clusters Score -803641.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -803649.750000 Penalty: 862.914734
	Iteration 56Q: 3 clusters Score -803649.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -803656.812500 Penalty: 862.914734
	Iteration 57Q: 3 clusters Score -803656.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -803663.750000 Penalty: 862.914734
	Iteration 58Q: 3 clusters Score -803663.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -803675.875000 Penalty: 862.914734
	Iteration 59Q: 3 clusters Score -803675.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -803688.187500 Penalty: 862.914734
	Iteration 60F: 3 clusters Score -803688.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -803699.437500 Penalty: 862.914734
	Iteration 61Q: 3 clusters Score -803699.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -803705.500000 Penalty: 862.914734
	Iteration 62Q: 3 clusters Score -803705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -803714.562500 Penalty: 862.914734
	Iteration 63Q: 3 clusters Score -803714.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -803721.937500 Penalty: 862.914734
	Iteration 64Q: 3 clusters Score -803721.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -803727.312500 Penalty: 862.914734
	Iteration 65Q: 3 clusters Score -803727.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -803729.937500 Penalty: 862.914734
	Iteration 66Q: 3 clusters Score -803729.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -803731.750000 Penalty: 862.914734
	Iteration 67Q: 3 clusters Score -803731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -803737.062500 Penalty: 862.914734
	Iteration 68Q: 3 clusters Score -803737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -803741.687500 Penalty: 862.914734
	Iteration 69Q: 3 clusters Score -803741.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -803746.437500 Penalty: 862.914734
	Iteration 70Q: 3 clusters Score -803746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -803749.875000 Penalty: 862.914734
	Iteration 71Q: 3 clusters Score -803749.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -803757.937500 Penalty: 862.914734
	Iteration 72Q: 3 clusters Score -803757.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -803768.500000 Penalty: 862.914734
	Iteration 73Q: 3 clusters Score -803768.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -803777.687500 Penalty: 862.914734
	Iteration 74Q: 3 clusters Score -803777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -803782.187500 Penalty: 862.914734
	Iteration 75Q: 3 clusters Score -803782.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -803784.562500 Penalty: 862.914734
	Iteration 76Q: 3 clusters Score -803784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -803788.125000 Penalty: 862.914734
	Iteration 77Q: 3 clusters Score -803788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -803791.375000 Penalty: 862.914734
	Iteration 78Q: 3 clusters Score -803791.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -803794.312500 Penalty: 862.914734
	Iteration 79Q: 3 clusters Score -803794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -803795.625000 Penalty: 862.914734
	Iteration 80F: 3 clusters Score -803795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -803796.437500 Penalty: 862.914734
	Iteration 81Q: 3 clusters Score -803796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -803797.625000 Penalty: 862.914734
	Iteration 82Q: 3 clusters Score -803797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -803799.625000 Penalty: 862.914734
	Iteration 83Q: 3 clusters Score -803799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -803802.000000 Penalty: 862.914734
	Iteration 84Q: 3 clusters Score -803802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -803802.000000 Penalty: 862.914734
	Iteration 85Q: 3 clusters Score -803802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -803802.000000 Penalty: 862.914734
	Iteration 86F: 3 clusters Score -803802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Entering Unmasked Estep 
Score: -5086632.500000 Penalty: 514.537048
	Iteration 0F: 2 clusters Score -5086632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5031932.000000 Penalty: 1029.074097
	Iteration 0F: 3 clusters Score -5031932 nChanged 39872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5057124.500000 Penalty: 1029.074097
	Iteration 1F: 3 clusters Score -5057124 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -5059380.000000 Penalty: 1029.074097
	Iteration 2F: 3 clusters Score -5059380 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -5062915.000000 Penalty: 1029.074097
	Iteration 3F: 3 clusters Score -5062915 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -5068137.500000 Penalty: 1029.074097
	Iteration 4F: 3 clusters Score -5068138 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -5073268.000000 Penalty: 1029.074097
	Iteration 5F: 3 clusters Score -5073268 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -5075889.000000 Penalty: 1029.074097
	Iteration 6F: 3 clusters Score -5075889 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -5076831.500000 Penalty: 1029.074097
	Iteration 7Q: 3 clusters Score -5076832 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -5077246.000000 Penalty: 1029.074097
	Iteration 8Q: 3 clusters Score -5077246 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -5077488.500000 Penalty: 1029.074097
	Iteration 9Q: 3 clusters Score -5077488 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -5077716.000000 Penalty: 1029.074097
	Iteration 10Q: 3 clusters Score -5077716 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -5077935.500000 Penalty: 1029.074097
	Iteration 11Q: 3 clusters Score -5077936 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -5078080.500000 Penalty: 1029.074097
	Iteration 12Q: 3 clusters Score -5078080 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -5078230.000000 Penalty: 1029.074097
	Iteration 13Q: 3 clusters Score -5078230 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -5078389.000000 Penalty: 1029.074097
	Iteration 14Q: 3 clusters Score -5078389 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -5078543.000000 Penalty: 1029.074097
	Iteration 15Q: 3 clusters Score -5078543 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -5078719.500000 Penalty: 1029.074097
	Iteration 16Q: 3 clusters Score -5078720 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -5078924.500000 Penalty: 1029.074097
	Iteration 17Q: 3 clusters Score -5078924 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -5079132.500000 Penalty: 1029.074097
	Iteration 18Q: 3 clusters Score -5079132 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -5079334.000000 Penalty: 1029.074097
	Iteration 19Q: 3 clusters Score -5079334 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -5079604.500000 Penalty: 1029.074097
	Iteration 20F: 3 clusters Score -5079604 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -5079893.500000 Penalty: 1029.074097
	Iteration 21Q: 3 clusters Score -5079894 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -5080164.500000 Penalty: 1029.074097
	Iteration 22Q: 3 clusters Score -5080164 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -5080447.500000 Penalty: 1029.074097
	Iteration 23Q: 3 clusters Score -5080448 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -5080839.000000 Penalty: 1029.074097
	Iteration 24Q: 3 clusters Score -5080839 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -5081179.000000 Penalty: 1029.074097
	Iteration 25Q: 3 clusters Score -5081179 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -5081521.500000 Penalty: 1029.074097
	Iteration 26Q: 3 clusters Score -5081522 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -5081886.000000 Penalty: 1029.074097
	Iteration 27Q: 3 clusters Score -5081886 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -5082242.000000 Penalty: 1029.074097
	Iteration 28Q: 3 clusters Score -5082242 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -5082662.500000 Penalty: 1029.074097
	Iteration 29Q: 3 clusters Score -5082662 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -5083146.000000 Penalty: 1029.074097
	Iteration 30Q: 3 clusters Score -5083146 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -5083622.500000 Penalty: 1029.074097
	Iteration 31Q: 3 clusters Score -5083622 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -5084086.000000 Penalty: 1029.074097
	Iteration 32Q: 3 clusters Score -5084086 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -5084510.000000 Penalty: 1029.074097
	Iteration 33Q: 3 clusters Score -5084510 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -5084898.500000 Penalty: 1029.074097
	Iteration 34Q: 3 clusters Score -5084898 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -5085210.500000 Penalty: 1029.074097
	Iteration 35Q: 3 clusters Score -5085210 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -5085450.000000 Penalty: 1029.074097
	Iteration 36Q: 3 clusters Score -5085450 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -5085638.000000 Penalty: 1029.074097
	Iteration 37Q: 3 clusters Score -5085638 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -5085771.500000 Penalty: 1029.074097
	Iteration 38Q: 3 clusters Score -5085772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -5085865.000000 Penalty: 1029.074097
	Iteration 39Q: 3 clusters Score -5085865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -5085952.500000 Penalty: 1029.074097
	Iteration 40F: 3 clusters Score -5085952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -5086015.000000 Penalty: 1029.074097
	Iteration 41Q: 3 clusters Score -5086015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -5086054.000000 Penalty: 1029.074097
	Iteration 42Q: 3 clusters Score -5086054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -5086091.000000 Penalty: 1029.074097
	Iteration 43Q: 3 clusters Score -5086091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -5086123.000000 Penalty: 1029.074097
	Iteration 44Q: 3 clusters Score -5086123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -5086138.000000 Penalty: 1029.074097
	Iteration 45Q: 3 clusters Score -5086138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -5086161.000000 Penalty: 1029.074097
	Iteration 46Q: 3 clusters Score -5086161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -5086178.500000 Penalty: 1029.074097
	Iteration 47Q: 3 clusters Score -5086178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -5086191.500000 Penalty: 1029.074097
	Iteration 48Q: 3 clusters Score -5086192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -5086197.500000 Penalty: 1029.074097
	Iteration 49Q: 3 clusters Score -5086198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -5086198.000000 Penalty: 1029.074097
	Iteration 50Q: 3 clusters Score -5086198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -5086201.000000 Penalty: 1029.074097
	Iteration 51Q: 3 clusters Score -5086201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -5086204.500000 Penalty: 1029.074097
	Iteration 52Q: 3 clusters Score -5086204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -5086211.000000 Penalty: 1029.074097
	Iteration 53Q: 3 clusters Score -5086211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -5086213.500000 Penalty: 1029.074097
	Iteration 54Q: 3 clusters Score -5086214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -5086213.000000 Penalty: 1029.074097
	Iteration 55Q: 3 clusters Score -5086213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -5086212.500000 Penalty: 1029.074097
	Iteration 56Q: 3 clusters Score -5086212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -5086212.500000 Penalty: 1029.074097
	Iteration 57F: 3 clusters Score -5086212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2255.696045 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2255.696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2333.792480 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2333.792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2369.559326 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -2369.559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2378.535889 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2378.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2378.535889 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -2378.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -187401.843750 Penalty: 364.441132
	Iteration 0F: 2 clusters Score -187401.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -185341.562500 Penalty: 728.882263
	Iteration 0F: 3 clusters Score -185341.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -186066.703125 Penalty: 728.882263
	Iteration 1F: 3 clusters Score -186066.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -186213.859375 Penalty: 728.882263
	Iteration 2F: 3 clusters Score -186213.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -186366.000000 Penalty: 728.882263
	Iteration 3F: 3 clusters Score -186366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -186521.671875 Penalty: 728.882263
	Iteration 4F: 3 clusters Score -186521.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -186635.531250 Penalty: 728.882263
	Iteration 5F: 3 clusters Score -186635.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -186707.437500 Penalty: 728.882263
	Iteration 6Q: 3 clusters Score -186707.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -186750.109375 Penalty: 728.882263
	Iteration 7Q: 3 clusters Score -186750.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -186776.078125 Penalty: 728.882263
	Iteration 8Q: 3 clusters Score -186776.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -186799.281250 Penalty: 728.882263
	Iteration 9Q: 3 clusters Score -186799.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -186822.500000 Penalty: 728.882263
	Iteration 10Q: 3 clusters Score -186822.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -186843.625000 Penalty: 728.882263
	Iteration 11Q: 3 clusters Score -186843.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -186869.078125 Penalty: 728.882263
	Iteration 12Q: 3 clusters Score -186869.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -186890.468750 Penalty: 728.882263
	Iteration 13Q: 3 clusters Score -186890.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -186914.250000 Penalty: 728.882263
	Iteration 14Q: 3 clusters Score -186914.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -186936.359375 Penalty: 728.882263
	Iteration 15Q: 3 clusters Score -186936.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -186966.828125 Penalty: 728.882263
	Iteration 16Q: 3 clusters Score -186966.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -186990.437500 Penalty: 728.882263
	Iteration 17Q: 3 clusters Score -186990.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -187006.906250 Penalty: 728.882263
	Iteration 18Q: 3 clusters Score -187006.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -187023.875000 Penalty: 728.882263
	Iteration 19Q: 3 clusters Score -187023.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -187039.750000 Penalty: 728.882263
	Iteration 20F: 3 clusters Score -187039.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -187052.984375 Penalty: 728.882263
	Iteration 21Q: 3 clusters Score -187053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -187065.578125 Penalty: 728.882263
	Iteration 22Q: 3 clusters Score -187065.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -187074.250000 Penalty: 728.882263
	Iteration 23Q: 3 clusters Score -187074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -187081.640625 Penalty: 728.882263
	Iteration 24Q: 3 clusters Score -187081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -187087.390625 Penalty: 728.882263
	Iteration 25Q: 3 clusters Score -187087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -187089.703125 Penalty: 728.882263
	Iteration 26Q: 3 clusters Score -187089.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -187090.734375 Penalty: 728.882263
	Iteration 27Q: 3 clusters Score -187090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -187091.750000 Penalty: 728.882263
	Iteration 28Q: 3 clusters Score -187091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -187093.078125 Penalty: 728.882263
	Iteration 29Q: 3 clusters Score -187093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -187094.421875 Penalty: 728.882263
	Iteration 30Q: 3 clusters Score -187094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -187095.625000 Penalty: 728.882263
	Iteration 31Q: 3 clusters Score -187095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -187097.500000 Penalty: 728.882263
	Iteration 32Q: 3 clusters Score -187097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -187097.593750 Penalty: 728.882263
	Iteration 33Q: 3 clusters Score -187097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -187097.703125 Penalty: 728.882263
	Iteration 34Q: 3 clusters Score -187097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -187098.062500 Penalty: 728.882263
	Iteration 35Q: 3 clusters Score -187098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -187098.062500 Penalty: 728.882263
	Iteration 36F: 3 clusters Score -187098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Entering Unmasked Estep 
Score: -5115848.500000 Penalty: 514.497925
	Iteration 0F: 2 clusters Score -5115848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5061689.500000 Penalty: 1028.995850
	Iteration 0F: 3 clusters Score -5061690 nChanged 39674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5085604.500000 Penalty: 1028.995850
	Iteration 1F: 3 clusters Score -5085604 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5086936.500000 Penalty: 1028.995850
	Iteration 2Q: 3 clusters Score -5086936 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -5089198.000000 Penalty: 1028.995850
	Iteration 3Q: 3 clusters Score -5089198 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5092886.000000 Penalty: 1028.995850
	Iteration 4F: 3 clusters Score -5092886 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5097789.000000 Penalty: 1028.995850
	Iteration 5F: 3 clusters Score -5097789 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -5101339.500000 Penalty: 1028.995850
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Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 37088 members 
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Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 34436 members 
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Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 23815 members 
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Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5107314 nChanged 1485
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Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5109524 nChanged 1434
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Mstep: Class 1 contains 64291 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 15088 members 
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Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 13570 members 
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Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 12967 members 
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Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70211 members 
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Mstep: Class 1 contains 71234 members 
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Mstep: Class 1 contains 73463 members 
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Mstep: Class 1 contains 73677 members 
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Mstep: Class 1 contains 73885 members 
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Mstep: Class 1 contains 74708 members 
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Mstep: Class 1 contains 74897 members 
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Mstep: Class 1 contains 75079 members 
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	Iteration 60F: 3 clusters Score -5115528 nChanged 149
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	Iteration 63Q: 3 clusters Score -5115516 nChanged 193
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	Iteration 64Q: 3 clusters Score -5115526 nChanged 170
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	Iteration 67Q: 3 clusters Score -5115523 nChanged 161
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5115524 nChanged 140
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	Iteration 74Q: 3 clusters Score -5115574 nChanged 117
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	Iteration 79Q: 3 clusters Score -5115620 nChanged 68
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	Iteration 83Q: 3 clusters Score -5115622 nChanged 64
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	Iteration 91Q: 3 clusters Score -5115638 nChanged 19
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	Iteration 97Q: 3 clusters Score -5115622 nChanged 22
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	Iteration 98Q: 3 clusters Score -5115622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5115630.500000 Penalty: 1028.995850
	Iteration 99Q: 3 clusters Score -5115630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5115634.000000 Penalty: 1028.995850
	Iteration 100F: 3 clusters Score -5115634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5115627.000000 Penalty: 1028.995850
	Iteration 101Q: 3 clusters Score -5115627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5115623.500000 Penalty: 1028.995850
	Iteration 102Q: 3 clusters Score -5115624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5115623.000000 Penalty: 1028.995850
	Iteration 103Q: 3 clusters Score -5115623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5115625.500000 Penalty: 1028.995850
	Iteration 104Q: 3 clusters Score -5115626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5115634.000000 Penalty: 1028.995850
	Iteration 105Q: 3 clusters Score -5115634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5115622.500000 Penalty: 1028.995850
	Iteration 106Q: 3 clusters Score -5115622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5115624.500000 Penalty: 1028.995850
	Iteration 107Q: 3 clusters Score -5115624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5115623.000000 Penalty: 1028.995850
	Iteration 108Q: 3 clusters Score -5115623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5115626.500000 Penalty: 1028.995850
	Iteration 109Q: 3 clusters Score -5115626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5115625.500000 Penalty: 1028.995850
	Iteration 110Q: 3 clusters Score -5115626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5115624.500000 Penalty: 1028.995850
	Iteration 111Q: 3 clusters Score -5115624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5115625.000000 Penalty: 1028.995850
	Iteration 112Q: 3 clusters Score -5115625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5115618.500000 Penalty: 1028.995850
	Iteration 113Q: 3 clusters Score -5115618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5115621.000000 Penalty: 1028.995850
	Iteration 114Q: 3 clusters Score -5115621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5115621.000000 Penalty: 1028.995850
	Iteration 115Q: 3 clusters Score -5115621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5115626.000000 Penalty: 1028.995850
	Iteration 116Q: 3 clusters Score -5115626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5115635.500000 Penalty: 1028.995850
	Iteration 117Q: 3 clusters Score -5115636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5115638.500000 Penalty: 1028.995850
	Iteration 118Q: 3 clusters Score -5115638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5115636.500000 Penalty: 1028.995850
	Iteration 119Q: 3 clusters Score -5115636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5115639.000000 Penalty: 1028.995850
	Iteration 120F: 3 clusters Score -5115639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5115641.000000 Penalty: 1028.995850
	Iteration 121Q: 3 clusters Score -5115641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5115642.000000 Penalty: 1028.995850
	Iteration 122Q: 3 clusters Score -5115642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5115632.500000 Penalty: 1028.995850
	Iteration 123Q: 3 clusters Score -5115632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5115631.000000 Penalty: 1028.995850
	Iteration 124Q: 3 clusters Score -5115631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5115635.000000 Penalty: 1028.995850
	Iteration 125Q: 3 clusters Score -5115635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5115642.000000 Penalty: 1028.995850
	Iteration 126Q: 3 clusters Score -5115642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5115639.500000 Penalty: 1028.995850
	Iteration 127Q: 3 clusters Score -5115640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5115644.000000 Penalty: 1028.995850
	Iteration 128Q: 3 clusters Score -5115644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5115644.000000 Penalty: 1028.995850
	Iteration 129F: 3 clusters Score -5115644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -4283.996582 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -4283.997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4142.827148 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4142.827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4175.907227 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4175.907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4186.554199 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -4186.554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4191.059570 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4191.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4191.059570 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -4191.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Entering Unmasked Estep 
Score: -3052055.000000 Penalty: 491.717407
	Iteration 0F: 2 clusters Score -3052055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3018952.250000 Penalty: 983.434814
	Iteration 0F: 3 clusters Score -3018952 nChanged 23833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3032763.250000 Penalty: 983.434814
	Iteration 1F: 3 clusters Score -3032763 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3033308.750000 Penalty: 983.434814
	Iteration 2Q: 3 clusters Score -3033309 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3034246.000000 Penalty: 983.434814
	Iteration 3Q: 3 clusters Score -3034246 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3036052.250000 Penalty: 983.434814
	Iteration 4F: 3 clusters Score -3036052 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -3039276.750000 Penalty: 983.434814
	Iteration 5F: 3 clusters Score -3039277 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -3043570.000000 Penalty: 983.434814
	Iteration 6F: 3 clusters Score -3043570 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -3047221.000000 Penalty: 983.434814
	Iteration 7F: 3 clusters Score -3047221 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -3049345.500000 Penalty: 983.434814
	Iteration 8Q: 3 clusters Score -3049346 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -3050462.000000 Penalty: 983.434814
	Iteration 9Q: 3 clusters Score -3050462 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -3051023.000000 Penalty: 983.434814
	Iteration 10Q: 3 clusters Score -3051023 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -3051280.750000 Penalty: 983.434814
	Iteration 11Q: 3 clusters Score -3051281 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -3051425.500000 Penalty: 983.434814
	Iteration 12Q: 3 clusters Score -3051426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -3051500.500000 Penalty: 983.434814
	Iteration 13Q: 3 clusters Score -3051500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -3051538.250000 Penalty: 983.434814
	Iteration 14Q: 3 clusters Score -3051538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -3051565.250000 Penalty: 983.434814
	Iteration 15Q: 3 clusters Score -3051565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -3051586.250000 Penalty: 983.434814
	Iteration 16Q: 3 clusters Score -3051586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -3051605.750000 Penalty: 983.434814
	Iteration 17Q: 3 clusters Score -3051606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -3051621.000000 Penalty: 983.434814
	Iteration 18Q: 3 clusters Score -3051621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -3051637.750000 Penalty: 983.434814
	Iteration 19Q: 3 clusters Score -3051638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -3051645.500000 Penalty: 983.434814
	Iteration 20F: 3 clusters Score -3051646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -3051649.500000 Penalty: 983.434814
	Iteration 21Q: 3 clusters Score -3051650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -3051650.500000 Penalty: 983.434814
	Iteration 22Q: 3 clusters Score -3051650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -3051652.500000 Penalty: 983.434814
	Iteration 23Q: 3 clusters Score -3051652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -3051653.750000 Penalty: 983.434814
	Iteration 24Q: 3 clusters Score -3051654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -3051657.500000 Penalty: 983.434814
	Iteration 25Q: 3 clusters Score -3051658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -3051656.750000 Penalty: 983.434814
	Iteration 26Q: 3 clusters Score -3051657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -3051656.250000 Penalty: 983.434814
	Iteration 27Q: 3 clusters Score -3051656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -3051659.000000 Penalty: 983.434814
	Iteration 28Q: 3 clusters Score -3051659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -3051660.500000 Penalty: 983.434814
	Iteration 29Q: 3 clusters Score -3051660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -3051661.500000 Penalty: 983.434814
	Iteration 30Q: 3 clusters Score -3051662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -3051661.250000 Penalty: 983.434814
	Iteration 31Q: 3 clusters Score -3051661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -3051662.500000 Penalty: 983.434814
	Iteration 32Q: 3 clusters Score -3051662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -3051667.750000 Penalty: 983.434814
	Iteration 33Q: 3 clusters Score -3051668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -3051670.750000 Penalty: 983.434814
	Iteration 34Q: 3 clusters Score -3051671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -3051674.250000 Penalty: 983.434814
	Iteration 35Q: 3 clusters Score -3051674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -3051680.500000 Penalty: 983.434814
	Iteration 36Q: 3 clusters Score -3051680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -3051680.250000 Penalty: 983.434814
	Iteration 37Q: 3 clusters Score -3051680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -3051680.250000 Penalty: 983.434814
	Iteration 38Q: 3 clusters Score -3051680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -3051681.500000 Penalty: 983.434814
	Iteration 39Q: 3 clusters Score -3051682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -3051682.000000 Penalty: 983.434814
	Iteration 40F: 3 clusters Score -3051682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -3051687.000000 Penalty: 983.434814
	Iteration 41Q: 3 clusters Score -3051687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -3051689.500000 Penalty: 983.434814
	Iteration 42Q: 3 clusters Score -3051690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -3051688.750000 Penalty: 983.434814
	Iteration 43Q: 3 clusters Score -3051689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -3051688.750000 Penalty: 983.434814
	Iteration 44Q: 3 clusters Score -3051689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -3051689.750000 Penalty: 983.434814
	Iteration 45Q: 3 clusters Score -3051690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -3051691.000000 Penalty: 983.434814
	Iteration 46Q: 3 clusters Score -3051691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -3051693.500000 Penalty: 983.434814
	Iteration 47Q: 3 clusters Score -3051694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -3051695.750000 Penalty: 983.434814
	Iteration 48Q: 3 clusters Score -3051696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -3051696.000000 Penalty: 983.434814
	Iteration 49Q: 3 clusters Score -3051696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -3051697.000000 Penalty: 983.434814
	Iteration 50Q: 3 clusters Score -3051697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -3051700.750000 Penalty: 983.434814
	Iteration 51Q: 3 clusters Score -3051701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -3051699.750000 Penalty: 983.434814
	Iteration 52Q: 3 clusters Score -3051700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -3051702.750000 Penalty: 983.434814
	Iteration 53Q: 3 clusters Score -3051703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -3051702.750000 Penalty: 983.434814
	Iteration 54Q: 3 clusters Score -3051703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -3051706.750000 Penalty: 983.434814
	Iteration 55Q: 3 clusters Score -3051707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -3051708.250000 Penalty: 983.434814
	Iteration 56Q: 3 clusters Score -3051708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -3051709.250000 Penalty: 983.434814
	Iteration 57Q: 3 clusters Score -3051709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -3051710.000000 Penalty: 983.434814
	Iteration 58Q: 3 clusters Score -3051710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -3051710.000000 Penalty: 983.434814
	Iteration 59F: 3 clusters Score -3051710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Entering Unmasked Estep 
Score: -881997.937500 Penalty: 436.612305
	Iteration 0F: 2 clusters Score -881997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -872287.375000 Penalty: 873.224609
	Iteration 0F: 3 clusters Score -872287.4 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -876118.312500 Penalty: 873.224609
	Iteration 1F: 3 clusters Score -876118.3 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -876345.687500 Penalty: 873.224609
	Iteration 2Q: 3 clusters Score -876345.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -876625.250000 Penalty: 873.224609
	Iteration 3Q: 3 clusters Score -876625.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -877045.562500 Penalty: 873.224609
	Iteration 4F: 3 clusters Score -877045.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -877706.250000 Penalty: 873.224609
	Iteration 5F: 3 clusters Score -877706.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -878505.375000 Penalty: 873.224609
	Iteration 6F: 3 clusters Score -878505.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -879255.562500 Penalty: 873.224609
	Iteration 7F: 3 clusters Score -879255.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -879779.125000 Penalty: 873.224609
	Iteration 8F: 3 clusters Score -879779.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -880148.937500 Penalty: 873.224609
	Iteration 9Q: 3 clusters Score -880148.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -880397.250000 Penalty: 873.224609
	Iteration 10Q: 3 clusters Score -880397.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -880596.562500 Penalty: 873.224609
	Iteration 11Q: 3 clusters Score -880596.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -880741.937500 Penalty: 873.224609
	Iteration 12Q: 3 clusters Score -880741.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -880862.750000 Penalty: 873.224609
	Iteration 13Q: 3 clusters Score -880862.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -880967.500000 Penalty: 873.224609
	Iteration 14Q: 3 clusters Score -880967.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -881054.187500 Penalty: 873.224609
	Iteration 15Q: 3 clusters Score -881054.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -881141.750000 Penalty: 873.224609
	Iteration 16Q: 3 clusters Score -881141.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -881210.375000 Penalty: 873.224609
	Iteration 17Q: 3 clusters Score -881210.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -881265.187500 Penalty: 873.224609
	Iteration 18Q: 3 clusters Score -881265.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -881312.562500 Penalty: 873.224609
	Iteration 19Q: 3 clusters Score -881312.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -881360.312500 Penalty: 873.224609
	Iteration 20F: 3 clusters Score -881360.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -881404.250000 Penalty: 873.224609
	Iteration 21Q: 3 clusters Score -881404.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -881442.812500 Penalty: 873.224609
	Iteration 22Q: 3 clusters Score -881442.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -881468.375000 Penalty: 873.224609
	Iteration 23Q: 3 clusters Score -881468.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -881493.000000 Penalty: 873.224609
	Iteration 24Q: 3 clusters Score -881493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -881513.750000 Penalty: 873.224609
	Iteration 25Q: 3 clusters Score -881513.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -881535.625000 Penalty: 873.224609
	Iteration 26Q: 3 clusters Score -881535.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -881548.937500 Penalty: 873.224609
	Iteration 27Q: 3 clusters Score -881548.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -881563.875000 Penalty: 873.224609
	Iteration 28Q: 3 clusters Score -881563.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -881572.062500 Penalty: 873.224609
	Iteration 29Q: 3 clusters Score -881572.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -881577.875000 Penalty: 873.224609
	Iteration 30Q: 3 clusters Score -881577.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -881589.062500 Penalty: 873.224609
	Iteration 31Q: 3 clusters Score -881589.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -881595.937500 Penalty: 873.224609
	Iteration 32Q: 3 clusters Score -881595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -881607.250000 Penalty: 873.224609
	Iteration 33Q: 3 clusters Score -881607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -881617.937500 Penalty: 873.224609
	Iteration 34Q: 3 clusters Score -881617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -881621.625000 Penalty: 873.224609
	Iteration 35Q: 3 clusters Score -881621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -881624.125000 Penalty: 873.224609
	Iteration 36Q: 3 clusters Score -881624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -881631.937500 Penalty: 873.224609
	Iteration 37Q: 3 clusters Score -881631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -881639.187500 Penalty: 873.224609
	Iteration 38Q: 3 clusters Score -881639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -881641.187500 Penalty: 873.224609
	Iteration 39Q: 3 clusters Score -881641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -881642.625000 Penalty: 873.224609
	Iteration 40F: 3 clusters Score -881642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -881645.250000 Penalty: 873.224609
	Iteration 41Q: 3 clusters Score -881645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -881646.250000 Penalty: 873.224609
	Iteration 42Q: 3 clusters Score -881646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -881647.875000 Penalty: 873.224609
	Iteration 43Q: 3 clusters Score -881647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -881648.250000 Penalty: 873.224609
	Iteration 44Q: 3 clusters Score -881648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -881648.250000 Penalty: 873.224609
	Iteration 45F: 3 clusters Score -881648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -106546.640625 Penalty: 342.465668
	Iteration 0F: 2 clusters Score -106546.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105214.718750 Penalty: 684.931335
	Iteration 0F: 3 clusters Score -105214.7 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -105827.242188 Penalty: 684.931335
	Iteration 1F: 3 clusters Score -105827.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -106022.812500 Penalty: 684.931335
	Iteration 2F: 3 clusters Score -106022.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -106205.289062 Penalty: 684.931335
	Iteration 3F: 3 clusters Score -106205.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -106314.476562 Penalty: 684.931335
	Iteration 4F: 3 clusters Score -106314.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -106379.351562 Penalty: 684.931335
	Iteration 5F: 3 clusters Score -106379.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -106418.757812 Penalty: 684.931335
	Iteration 6Q: 3 clusters Score -106418.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -106439.804688 Penalty: 684.931335
	Iteration 7Q: 3 clusters Score -106439.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -106455.773438 Penalty: 684.931335
	Iteration 8Q: 3 clusters Score -106455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -106464.656250 Penalty: 684.931335
	Iteration 9Q: 3 clusters Score -106464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -106469.843750 Penalty: 684.931335
	Iteration 10Q: 3 clusters Score -106469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -106475.984375 Penalty: 684.931335
	Iteration 11Q: 3 clusters Score -106476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -106479.164062 Penalty: 684.931335
	Iteration 12Q: 3 clusters Score -106479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -106485.523438 Penalty: 684.931335
	Iteration 13Q: 3 clusters Score -106485.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -106494.015625 Penalty: 684.931335
	Iteration 14Q: 3 clusters Score -106494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -106495.625000 Penalty: 684.931335
	Iteration 15Q: 3 clusters Score -106495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -106496.476562 Penalty: 684.931335
	Iteration 16Q: 3 clusters Score -106496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -106496.648438 Penalty: 684.931335
	Iteration 17Q: 3 clusters Score -106496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -106496.789062 Penalty: 684.931335
	Iteration 18Q: 3 clusters Score -106496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -106496.859375 Penalty: 684.931335
	Iteration 19Q: 3 clusters Score -106496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -106496.859375 Penalty: 684.931335
	Iteration 20F: 3 clusters Score -106496.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Entering Unmasked Estep 
Score: -1358876.500000 Penalty: 452.471924
	Iteration 0F: 2 clusters Score -1358876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1345073.875000 Penalty: 904.943848
	Iteration 0F: 3 clusters Score -1345074 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1350778.875000 Penalty: 904.943848
	Iteration 1F: 3 clusters Score -1350779 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1351211.750000 Penalty: 904.943848
	Iteration 2F: 3 clusters Score -1351212 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1351836.375000 Penalty: 904.943848
	Iteration 3F: 3 clusters Score -1351836 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1352791.875000 Penalty: 904.943848
	Iteration 4F: 3 clusters Score -1352792 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1354107.000000 Penalty: 904.943848
	Iteration 5F: 3 clusters Score -1354107 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1355642.500000 Penalty: 904.943848
	Iteration 6F: 3 clusters Score -1355642 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1356903.625000 Penalty: 904.943848
	Iteration 7F: 3 clusters Score -1356904 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1357718.000000 Penalty: 904.943848
	Iteration 8Q: 3 clusters Score -1357718 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1358179.000000 Penalty: 904.943848
	Iteration 9Q: 3 clusters Score -1358179 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1358381.375000 Penalty: 904.943848
	Iteration 10Q: 3 clusters Score -1358381 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1358474.375000 Penalty: 904.943848
	Iteration 11Q: 3 clusters Score -1358474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1358514.375000 Penalty: 904.943848
	Iteration 12Q: 3 clusters Score -1358514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1358556.250000 Penalty: 904.943848
	Iteration 13Q: 3 clusters Score -1358556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1358588.125000 Penalty: 904.943848
	Iteration 14Q: 3 clusters Score -1358588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1358616.250000 Penalty: 904.943848
	Iteration 15Q: 3 clusters Score -1358616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1358629.875000 Penalty: 904.943848
	Iteration 16Q: 3 clusters Score -1358630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -1358640.375000 Penalty: 904.943848
	Iteration 17Q: 3 clusters Score -1358640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -1358649.875000 Penalty: 904.943848
	Iteration 18Q: 3 clusters Score -1358650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1358653.125000 Penalty: 904.943848
	Iteration 19Q: 3 clusters Score -1358653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1358653.500000 Penalty: 904.943848
	Iteration 20F: 3 clusters Score -1358654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1358659.500000 Penalty: 904.943848
	Iteration 21Q: 3 clusters Score -1358660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1358662.000000 Penalty: 904.943848
	Iteration 22Q: 3 clusters Score -1358662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1358661.125000 Penalty: 904.943848
	Iteration 23Q: 3 clusters Score -1358661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1358664.375000 Penalty: 904.943848
	Iteration 24Q: 3 clusters Score -1358664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1358664.750000 Penalty: 904.943848
	Iteration 25Q: 3 clusters Score -1358665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1358664.625000 Penalty: 904.943848
	Iteration 26Q: 3 clusters Score -1358665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1358663.375000 Penalty: 904.943848
	Iteration 27Q: 3 clusters Score -1358663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1358661.750000 Penalty: 904.943848
	Iteration 28Q: 3 clusters Score -1358662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1358666.375000 Penalty: 904.943848
	Iteration 29Q: 3 clusters Score -1358666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1358665.625000 Penalty: 904.943848
	Iteration 30Q: 3 clusters Score -1358666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1358665.500000 Penalty: 904.943848
	Iteration 31Q: 3 clusters Score -1358666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1358664.250000 Penalty: 904.943848
	Iteration 32Q: 3 clusters Score -1358664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -1358665.375000 Penalty: 904.943848
	Iteration 33Q: 3 clusters Score -1358665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1358665.250000 Penalty: 904.943848
	Iteration 34Q: 3 clusters Score -1358665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1358664.250000 Penalty: 904.943848
	Iteration 35Q: 3 clusters Score -1358664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1358664.000000 Penalty: 904.943848
	Iteration 36Q: 3 clusters Score -1358664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1358664.000000 Penalty: 904.943848
	Iteration 37F: 3 clusters Score -1358664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Entering Unmasked Estep 
Score: -1136054.125000 Penalty: 443.909943
	Iteration 0F: 2 clusters Score -1136054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1124549.500000 Penalty: 887.819885
	Iteration 0F: 3 clusters Score -1124550 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1129653.250000 Penalty: 887.819885
	Iteration 1F: 3 clusters Score -1129653 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1130774.875000 Penalty: 887.819885
	Iteration 2F: 3 clusters Score -1130775 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1132404.875000 Penalty: 887.819885
	Iteration 3F: 3 clusters Score -1132405 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1133969.500000 Penalty: 887.819885
	Iteration 4F: 3 clusters Score -1133970 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1134901.875000 Penalty: 887.819885
	Iteration 5F: 3 clusters Score -1134902 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1135385.500000 Penalty: 887.819885
	Iteration 6Q: 3 clusters Score -1135386 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1135591.750000 Penalty: 887.819885
	Iteration 7Q: 3 clusters Score -1135592 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1135706.375000 Penalty: 887.819885
	Iteration 8Q: 3 clusters Score -1135706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1135770.875000 Penalty: 887.819885
	Iteration 9Q: 3 clusters Score -1135771 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1135812.250000 Penalty: 887.819885
	Iteration 10Q: 3 clusters Score -1135812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1135833.000000 Penalty: 887.819885
	Iteration 11Q: 3 clusters Score -1135833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1135851.750000 Penalty: 887.819885
	Iteration 12Q: 3 clusters Score -1135852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1135862.625000 Penalty: 887.819885
	Iteration 13Q: 3 clusters Score -1135863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1135870.875000 Penalty: 887.819885
	Iteration 14Q: 3 clusters Score -1135871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1135878.250000 Penalty: 887.819885
	Iteration 15Q: 3 clusters Score -1135878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1135880.125000 Penalty: 887.819885
	Iteration 16Q: 3 clusters Score -1135880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1135883.500000 Penalty: 887.819885
	Iteration 17Q: 3 clusters Score -1135884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1135888.000000 Penalty: 887.819885
	Iteration 18Q: 3 clusters Score -1135888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1135890.750000 Penalty: 887.819885
	Iteration 19Q: 3 clusters Score -1135891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1135894.250000 Penalty: 887.819885
	Iteration 20F: 3 clusters Score -1135894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1135895.250000 Penalty: 887.819885
	Iteration 21Q: 3 clusters Score -1135895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1135897.875000 Penalty: 887.819885
	Iteration 22Q: 3 clusters Score -1135898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1135901.875000 Penalty: 887.819885
	Iteration 23Q: 3 clusters Score -1135902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1135905.125000 Penalty: 887.819885
	Iteration 24Q: 3 clusters Score -1135905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1135905.750000 Penalty: 887.819885
	Iteration 25Q: 3 clusters Score -1135906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1135908.375000 Penalty: 887.819885
	Iteration 26Q: 3 clusters Score -1135908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1135907.250000 Penalty: 887.819885
	Iteration 27Q: 3 clusters Score -1135907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1135912.500000 Penalty: 887.819885
	Iteration 28Q: 3 clusters Score -1135912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1135915.000000 Penalty: 887.819885
	Iteration 29Q: 3 clusters Score -1135915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1135920.250000 Penalty: 887.819885
	Iteration 30Q: 3 clusters Score -1135920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1135927.000000 Penalty: 887.819885
	Iteration 31Q: 3 clusters Score -1135927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1135927.125000 Penalty: 887.819885
	Iteration 32Q: 3 clusters Score -1135927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1135927.500000 Penalty: 887.819885
	Iteration 33Q: 3 clusters Score -1135928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1135927.375000 Penalty: 887.819885
	Iteration 34Q: 3 clusters Score -1135927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1135931.750000 Penalty: 887.819885
	Iteration 35Q: 3 clusters Score -1135932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1135932.625000 Penalty: 887.819885
	Iteration 36Q: 3 clusters Score -1135933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1135933.625000 Penalty: 887.819885
	Iteration 37Q: 3 clusters Score -1135934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1135935.750000 Penalty: 887.819885
	Iteration 38Q: 3 clusters Score -1135936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1135937.750000 Penalty: 887.819885
	Iteration 39Q: 3 clusters Score -1135938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1135938.625000 Penalty: 887.819885
	Iteration 40F: 3 clusters Score -1135939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1135937.500000 Penalty: 887.819885
	Iteration 41Q: 3 clusters Score -1135938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1135940.375000 Penalty: 887.819885
	Iteration 42Q: 3 clusters Score -1135940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1135943.875000 Penalty: 887.819885
	Iteration 43Q: 3 clusters Score -1135944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1135947.375000 Penalty: 887.819885
	Iteration 44Q: 3 clusters Score -1135947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1135948.750000 Penalty: 887.819885
	Iteration 45Q: 3 clusters Score -1135949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1135949.750000 Penalty: 887.819885
	Iteration 46Q: 3 clusters Score -1135950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1135954.500000 Penalty: 887.819885
	Iteration 47Q: 3 clusters Score -1135954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1135958.125000 Penalty: 887.819885
	Iteration 48Q: 3 clusters Score -1135958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1135960.375000 Penalty: 887.819885
	Iteration 49Q: 3 clusters Score -1135960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1135963.500000 Penalty: 887.819885
	Iteration 50Q: 3 clusters Score -1135964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1135966.000000 Penalty: 887.819885
	Iteration 51Q: 3 clusters Score -1135966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1135965.750000 Penalty: 887.819885
	Iteration 52Q: 3 clusters Score -1135966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1135966.000000 Penalty: 887.819885
	Iteration 53Q: 3 clusters Score -1135966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1135963.375000 Penalty: 887.819885
	Iteration 54Q: 3 clusters Score -1135963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1135966.750000 Penalty: 887.819885
	Iteration 55Q: 3 clusters Score -1135967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1135967.750000 Penalty: 887.819885
	Iteration 56Q: 3 clusters Score -1135968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1135967.000000 Penalty: 887.819885
	Iteration 57Q: 3 clusters Score -1135967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1135966.750000 Penalty: 887.819885
	Iteration 58Q: 3 clusters Score -1135967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1135966.000000 Penalty: 887.819885
	Iteration 59Q: 3 clusters Score -1135966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1135966.875000 Penalty: 887.819885
	Iteration 60F: 3 clusters Score -1135967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1135966.750000 Penalty: 887.819885
	Iteration 61Q: 3 clusters Score -1135967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1135969.500000 Penalty: 887.819885
	Iteration 62Q: 3 clusters Score -1135970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1135969.375000 Penalty: 887.819885
	Iteration 63Q: 3 clusters Score -1135969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1135968.000000 Penalty: 887.819885
	Iteration 64Q: 3 clusters Score -1135968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1135968.500000 Penalty: 887.819885
	Iteration 65Q: 3 clusters Score -1135968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1135967.875000 Penalty: 887.819885
	Iteration 66Q: 3 clusters Score -1135968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1135972.375000 Penalty: 887.819885
	Iteration 67Q: 3 clusters Score -1135972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1135970.750000 Penalty: 887.819885
	Iteration 68Q: 3 clusters Score -1135971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1135971.000000 Penalty: 887.819885
	Iteration 69Q: 3 clusters Score -1135971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1135970.375000 Penalty: 887.819885
	Iteration 70Q: 3 clusters Score -1135970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1135970.375000 Penalty: 887.819885
	Iteration 71F: 3 clusters Score -1135970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Entering Unmasked Estep 
Score: -771228.750000 Penalty: 431.102448
	Iteration 0F: 2 clusters Score -771228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -762458.500000 Penalty: 862.204895
	Iteration 0F: 3 clusters Score -762458.5 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -766219.062500 Penalty: 862.204895
	Iteration 1F: 3 clusters Score -766219.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -766562.000000 Penalty: 862.204895
	Iteration 2F: 3 clusters Score -766562 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -766964.312500 Penalty: 862.204895
	Iteration 3F: 3 clusters Score -766964.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -767441.875000 Penalty: 862.204895
	Iteration 4F: 3 clusters Score -767441.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -768019.875000 Penalty: 862.204895
	Iteration 5F: 3 clusters Score -768019.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -768492.687500 Penalty: 862.204895
	Iteration 6F: 3 clusters Score -768492.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -768779.000000 Penalty: 862.204895
	Iteration 7Q: 3 clusters Score -768779 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -768926.062500 Penalty: 862.204895
	Iteration 8Q: 3 clusters Score -768926.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -768989.437500 Penalty: 862.204895
	Iteration 9Q: 3 clusters Score -768989.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -769023.250000 Penalty: 862.204895
	Iteration 10Q: 3 clusters Score -769023.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -769037.875000 Penalty: 862.204895
	Iteration 11Q: 3 clusters Score -769037.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -769053.937500 Penalty: 862.204895
	Iteration 12Q: 3 clusters Score -769053.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -769063.562500 Penalty: 862.204895
	Iteration 13Q: 3 clusters Score -769063.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -769073.625000 Penalty: 862.204895
	Iteration 14Q: 3 clusters Score -769073.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -769081.500000 Penalty: 862.204895
	Iteration 15Q: 3 clusters Score -769081.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -769088.062500 Penalty: 862.204895
	Iteration 16Q: 3 clusters Score -769088.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -769092.250000 Penalty: 862.204895
	Iteration 17Q: 3 clusters Score -769092.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -769100.875000 Penalty: 862.204895
	Iteration 18Q: 3 clusters Score -769100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -769100.562500 Penalty: 862.204895
	Iteration 19Q: 3 clusters Score -769100.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -769106.312500 Penalty: 862.204895
	Iteration 20F: 3 clusters Score -769106.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -769113.562500 Penalty: 862.204895
	Iteration 21Q: 3 clusters Score -769113.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -769118.187500 Penalty: 862.204895
	Iteration 22Q: 3 clusters Score -769118.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -769124.937500 Penalty: 862.204895
	Iteration 23Q: 3 clusters Score -769124.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -769133.687500 Penalty: 862.204895
	Iteration 24Q: 3 clusters Score -769133.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -769145.687500 Penalty: 862.204895
	Iteration 25Q: 3 clusters Score -769145.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -769155.062500 Penalty: 862.204895
	Iteration 26Q: 3 clusters Score -769155.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -769175.625000 Penalty: 862.204895
	Iteration 27Q: 3 clusters Score -769175.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -769200.750000 Penalty: 862.204895
	Iteration 28Q: 3 clusters Score -769200.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -769228.875000 Penalty: 862.204895
	Iteration 29Q: 3 clusters Score -769228.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -769263.937500 Penalty: 862.204895
	Iteration 30Q: 3 clusters Score -769263.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -769308.437500 Penalty: 862.204895
	Iteration 31Q: 3 clusters Score -769308.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -769348.625000 Penalty: 862.204895
	Iteration 32Q: 3 clusters Score -769348.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -769400.000000 Penalty: 862.204895
	Iteration 33Q: 3 clusters Score -769400 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -769439.062500 Penalty: 862.204895
	Iteration 34Q: 3 clusters Score -769439.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -769491.562500 Penalty: 862.204895
	Iteration 35Q: 3 clusters Score -769491.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -769554.312500 Penalty: 862.204895
	Iteration 36Q: 3 clusters Score -769554.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -769626.062500 Penalty: 862.204895
	Iteration 37Q: 3 clusters Score -769626.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -769719.125000 Penalty: 862.204895
	Iteration 38Q: 3 clusters Score -769719.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -769815.125000 Penalty: 862.204895
	Iteration 39Q: 3 clusters Score -769815.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -769921.750000 Penalty: 862.204895
	Iteration 40F: 3 clusters Score -769921.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -770045.687500 Penalty: 862.204895
	Iteration 41Q: 3 clusters Score -770045.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -770187.250000 Penalty: 862.204895
	Iteration 42Q: 3 clusters Score -770187.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -770316.062500 Penalty: 862.204895
	Iteration 43Q: 3 clusters Score -770316.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -770439.000000 Penalty: 862.204895
	Iteration 44Q: 3 clusters Score -770439 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -770560.437500 Penalty: 862.204895
	Iteration 45Q: 3 clusters Score -770560.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -770644.937500 Penalty: 862.204895
	Iteration 46Q: 3 clusters Score -770644.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -770712.625000 Penalty: 862.204895
	Iteration 47Q: 3 clusters Score -770712.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -770760.375000 Penalty: 862.204895
	Iteration 48Q: 3 clusters Score -770760.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -770793.312500 Penalty: 862.204895
	Iteration 49Q: 3 clusters Score -770793.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -770834.312500 Penalty: 862.204895
	Iteration 50Q: 3 clusters Score -770834.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -770860.687500 Penalty: 862.204895
	Iteration 51Q: 3 clusters Score -770860.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -770882.187500 Penalty: 862.204895
	Iteration 52Q: 3 clusters Score -770882.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -770896.500000 Penalty: 862.204895
	Iteration 53Q: 3 clusters Score -770896.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -770907.062500 Penalty: 862.204895
	Iteration 54Q: 3 clusters Score -770907.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -770919.062500 Penalty: 862.204895
	Iteration 55Q: 3 clusters Score -770919.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -770926.437500 Penalty: 862.204895
	Iteration 56Q: 3 clusters Score -770926.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -770940.000000 Penalty: 862.204895
	Iteration 57Q: 3 clusters Score -770940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -770946.062500 Penalty: 862.204895
	Iteration 58Q: 3 clusters Score -770946.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -770956.937500 Penalty: 862.204895
	Iteration 59Q: 3 clusters Score -770956.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -770967.000000 Penalty: 862.204895
	Iteration 60F: 3 clusters Score -770967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -770973.250000 Penalty: 862.204895
	Iteration 61Q: 3 clusters Score -770973.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -770979.250000 Penalty: 862.204895
	Iteration 62Q: 3 clusters Score -770979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -770982.437500 Penalty: 862.204895
	Iteration 63Q: 3 clusters Score -770982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -770988.125000 Penalty: 862.204895
	Iteration 64Q: 3 clusters Score -770988.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -770991.250000 Penalty: 862.204895
	Iteration 65Q: 3 clusters Score -770991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -770997.625000 Penalty: 862.204895
	Iteration 66Q: 3 clusters Score -770997.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -771002.312500 Penalty: 862.204895
	Iteration 67Q: 3 clusters Score -771002.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -771004.000000 Penalty: 862.204895
	Iteration 68Q: 3 clusters Score -771004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -771006.687500 Penalty: 862.204895
	Iteration 69Q: 3 clusters Score -771006.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -771008.250000 Penalty: 862.204895
	Iteration 70Q: 3 clusters Score -771008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -771008.437500 Penalty: 862.204895
	Iteration 71Q: 3 clusters Score -771008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -771008.750000 Penalty: 862.204895
	Iteration 72Q: 3 clusters Score -771008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -771009.875000 Penalty: 862.204895
	Iteration 73Q: 3 clusters Score -771009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -771011.062500 Penalty: 862.204895
	Iteration 74Q: 3 clusters Score -771011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -771011.875000 Penalty: 862.204895
	Iteration 75Q: 3 clusters Score -771011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -771013.000000 Penalty: 862.204895
	Iteration 76Q: 3 clusters Score -771013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -771012.562500 Penalty: 862.204895
	Iteration 77Q: 3 clusters Score -771012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -771013.375000 Penalty: 862.204895
	Iteration 78Q: 3 clusters Score -771013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -771013.625000 Penalty: 862.204895
	Iteration 79Q: 3 clusters Score -771013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -771014.062500 Penalty: 862.204895
	Iteration 80F: 3 clusters Score -771014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -771013.250000 Penalty: 862.204895
	Iteration 81Q: 3 clusters Score -771013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -771014.750000 Penalty: 862.204895
	Iteration 82Q: 3 clusters Score -771014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -771016.062500 Penalty: 862.204895
	Iteration 83Q: 3 clusters Score -771016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -771015.812500 Penalty: 862.204895
	Iteration 84Q: 3 clusters Score -771015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -771017.562500 Penalty: 862.204895
	Iteration 85Q: 3 clusters Score -771017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -771017.500000 Penalty: 862.204895
	Iteration 86Q: 3 clusters Score -771017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -771017.500000 Penalty: 862.204895
	Iteration 87F: 3 clusters Score -771017.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Entering Unmasked Estep 
Score: -1967531.375000 Penalty: 469.293335
	Iteration 0F: 2 clusters Score -1967531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1947463.500000 Penalty: 938.586670
	Iteration 0F: 3 clusters Score -1947464 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1956264.875000 Penalty: 938.586670
	Iteration 1F: 3 clusters Score -1956265 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1956770.500000 Penalty: 938.586670
	Iteration 2Q: 3 clusters Score -1956770 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1957336.000000 Penalty: 938.586670
	Iteration 3Q: 3 clusters Score -1957336 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1958068.500000 Penalty: 938.586670
	Iteration 4Q: 3 clusters Score -1958068 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1959002.625000 Penalty: 938.586670
	Iteration 5F: 3 clusters Score -1959003 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1960062.875000 Penalty: 938.586670
	Iteration 6F: 3 clusters Score -1960063 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1961072.750000 Penalty: 938.586670
	Iteration 7F: 3 clusters Score -1961073 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1961828.625000 Penalty: 938.586670
	Iteration 8Q: 3 clusters Score -1961829 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1962198.125000 Penalty: 938.586670
	Iteration 9Q: 3 clusters Score -1962198 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1962311.000000 Penalty: 938.586670
	Iteration 10Q: 3 clusters Score -1962311 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1962352.250000 Penalty: 938.586670
	Iteration 11Q: 3 clusters Score -1962352 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1962377.250000 Penalty: 938.586670
	Iteration 12Q: 3 clusters Score -1962377 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1962397.000000 Penalty: 938.586670
	Iteration 13Q: 3 clusters Score -1962397 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1962417.625000 Penalty: 938.586670
	Iteration 14Q: 3 clusters Score -1962418 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1962447.125000 Penalty: 938.586670
	Iteration 15Q: 3 clusters Score -1962447 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1962472.000000 Penalty: 938.586670
	Iteration 16Q: 3 clusters Score -1962472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1962490.125000 Penalty: 938.586670
	Iteration 17Q: 3 clusters Score -1962490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1962508.000000 Penalty: 938.586670
	Iteration 18Q: 3 clusters Score -1962508 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1962537.625000 Penalty: 938.586670
	Iteration 19Q: 3 clusters Score -1962538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1962569.375000 Penalty: 938.586670
	Iteration 20F: 3 clusters Score -1962569 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1962597.500000 Penalty: 938.586670
	Iteration 21Q: 3 clusters Score -1962598 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1962624.250000 Penalty: 938.586670
	Iteration 22Q: 3 clusters Score -1962624 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1962649.750000 Penalty: 938.586670
	Iteration 23Q: 3 clusters Score -1962650 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1962671.500000 Penalty: 938.586670
	Iteration 24Q: 3 clusters Score -1962672 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1962692.875000 Penalty: 938.586670
	Iteration 25Q: 3 clusters Score -1962693 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1962712.500000 Penalty: 938.586670
	Iteration 26Q: 3 clusters Score -1962712 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1962740.250000 Penalty: 938.586670
	Iteration 27Q: 3 clusters Score -1962740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1962761.375000 Penalty: 938.586670
	Iteration 28Q: 3 clusters Score -1962761 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1962777.750000 Penalty: 938.586670
	Iteration 29Q: 3 clusters Score -1962778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1962814.625000 Penalty: 938.586670
	Iteration 30Q: 3 clusters Score -1962815 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1962846.625000 Penalty: 938.586670
	Iteration 31Q: 3 clusters Score -1962847 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1962892.500000 Penalty: 938.586670
	Iteration 32Q: 3 clusters Score -1962892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1962944.750000 Penalty: 938.586670
	Iteration 33Q: 3 clusters Score -1962945 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1962998.875000 Penalty: 938.586670
	Iteration 34Q: 3 clusters Score -1962999 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1963058.500000 Penalty: 938.586670
	Iteration 35Q: 3 clusters Score -1963058 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1963124.250000 Penalty: 938.586670
	Iteration 36Q: 3 clusters Score -1963124 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1963193.125000 Penalty: 938.586670
	Iteration 37Q: 3 clusters Score -1963193 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -1963279.875000 Penalty: 938.586670
	Iteration 38Q: 3 clusters Score -1963280 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1963386.375000 Penalty: 938.586670
	Iteration 39Q: 3 clusters Score -1963386 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1963486.125000 Penalty: 938.586670
	Iteration 40F: 3 clusters Score -1963486 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1963574.875000 Penalty: 938.586670
	Iteration 41Q: 3 clusters Score -1963575 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -1963675.125000 Penalty: 938.586670
	Iteration 42Q: 3 clusters Score -1963675 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1963787.750000 Penalty: 938.586670
	Iteration 43Q: 3 clusters Score -1963788 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -1963897.125000 Penalty: 938.586670
	Iteration 44Q: 3 clusters Score -1963897 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -1964018.875000 Penalty: 938.586670
	Iteration 45Q: 3 clusters Score -1964019 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -1964153.750000 Penalty: 938.586670
	Iteration 46Q: 3 clusters Score -1964154 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -1964292.625000 Penalty: 938.586670
	Iteration 47Q: 3 clusters Score -1964293 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -1964446.625000 Penalty: 938.586670
	Iteration 48Q: 3 clusters Score -1964447 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -1964598.750000 Penalty: 938.586670
	Iteration 49Q: 3 clusters Score -1964599 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -1964778.000000 Penalty: 938.586670
	Iteration 50Q: 3 clusters Score -1964778 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -1964938.125000 Penalty: 938.586670
	Iteration 51Q: 3 clusters Score -1964938 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -1965105.000000 Penalty: 938.586670
	Iteration 52Q: 3 clusters Score -1965105 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -1965286.125000 Penalty: 938.586670
	Iteration 53Q: 3 clusters Score -1965286 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -1965486.875000 Penalty: 938.586670
	Iteration 54Q: 3 clusters Score -1965487 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -1965665.750000 Penalty: 938.586670
	Iteration 55Q: 3 clusters Score -1965666 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -1965829.000000 Penalty: 938.586670
	Iteration 56Q: 3 clusters Score -1965829 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -1965998.250000 Penalty: 938.586670
	Iteration 57Q: 3 clusters Score -1965998 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -1966202.125000 Penalty: 938.586670
	Iteration 58Q: 3 clusters Score -1966202 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -1966393.750000 Penalty: 938.586670
	Iteration 59Q: 3 clusters Score -1966394 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -1966581.625000 Penalty: 938.586670
	Iteration 60F: 3 clusters Score -1966582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -1966739.125000 Penalty: 938.586670
	Iteration 61Q: 3 clusters Score -1966739 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -1966874.750000 Penalty: 938.586670
	Iteration 62Q: 3 clusters Score -1966875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -1966958.500000 Penalty: 938.586670
	Iteration 63Q: 3 clusters Score -1966958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -1967020.250000 Penalty: 938.586670
	Iteration 64Q: 3 clusters Score -1967020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1967064.250000 Penalty: 938.586670
	Iteration 65Q: 3 clusters Score -1967064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1967103.625000 Penalty: 938.586670
	Iteration 66Q: 3 clusters Score -1967104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1967131.125000 Penalty: 938.586670
	Iteration 67Q: 3 clusters Score -1967131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -1967145.375000 Penalty: 938.586670
	Iteration 68Q: 3 clusters Score -1967145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -1967170.000000 Penalty: 938.586670
	Iteration 69Q: 3 clusters Score -1967170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -1967185.125000 Penalty: 938.586670
	Iteration 70Q: 3 clusters Score -1967185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -1967197.875000 Penalty: 938.586670
	Iteration 71Q: 3 clusters Score -1967198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -1967204.625000 Penalty: 938.586670
	Iteration 72Q: 3 clusters Score -1967205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -1967210.625000 Penalty: 938.586670
	Iteration 73Q: 3 clusters Score -1967211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -1967209.375000 Penalty: 938.586670
	Iteration 74Q: 3 clusters Score -1967209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -1967209.500000 Penalty: 938.586670
	Iteration 75Q: 3 clusters Score -1967210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -1967214.000000 Penalty: 938.586670
	Iteration 76Q: 3 clusters Score -1967214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -1967218.875000 Penalty: 938.586670
	Iteration 77Q: 3 clusters Score -1967219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -1967223.125000 Penalty: 938.586670
	Iteration 78Q: 3 clusters Score -1967223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -1967222.625000 Penalty: 938.586670
	Iteration 79Q: 3 clusters Score -1967223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1967225.875000 Penalty: 938.586670
	Iteration 80F: 3 clusters Score -1967226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -1967226.250000 Penalty: 938.586670
	Iteration 81Q: 3 clusters Score -1967226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -1967228.000000 Penalty: 938.586670
	Iteration 82Q: 3 clusters Score -1967228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -1967228.250000 Penalty: 938.586670
	Iteration 83Q: 3 clusters Score -1967228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -1967228.250000 Penalty: 938.586670
	Iteration 84F: 3 clusters Score -1967228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -228091.578125 Penalty: 371.238556
	Iteration 0F: 2 clusters Score -228091.6 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 1690 members 
Entering Unmasked Estep 
Score: -225630.437500 Penalty: 742.477112
	Iteration 0F: 3 clusters Score -225630.4 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -226620.156250 Penalty: 742.477112
	Iteration 1F: 3 clusters Score -226620.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -226798.843750 Penalty: 742.477112
	Iteration 2F: 3 clusters Score -226798.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -226996.000000 Penalty: 742.477112
	Iteration 3F: 3 clusters Score -226996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -227195.015625 Penalty: 742.477112
	Iteration 4F: 3 clusters Score -227195 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -227391.140625 Penalty: 742.477112
	Iteration 5F: 3 clusters Score -227391.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -227547.593750 Penalty: 742.477112
	Iteration 6Q: 3 clusters Score -227547.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -227637.156250 Penalty: 742.477112
	Iteration 7Q: 3 clusters Score -227637.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -227691.546875 Penalty: 742.477112
	Iteration 8Q: 3 clusters Score -227691.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -227721.015625 Penalty: 742.477112
	Iteration 9Q: 3 clusters Score -227721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -227733.640625 Penalty: 742.477112
	Iteration 10Q: 3 clusters Score -227733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -227740.781250 Penalty: 742.477112
	Iteration 11Q: 3 clusters Score -227740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -227746.812500 Penalty: 742.477112
	Iteration 12Q: 3 clusters Score -227746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -227748.484375 Penalty: 742.477112
	Iteration 13Q: 3 clusters Score -227748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -227752.218750 Penalty: 742.477112
	Iteration 14Q: 3 clusters Score -227752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -227756.234375 Penalty: 742.477112
	Iteration 15Q: 3 clusters Score -227756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -227757.843750 Penalty: 742.477112
	Iteration 16Q: 3 clusters Score -227757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -227763.812500 Penalty: 742.477112
	Iteration 17Q: 3 clusters Score -227763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -227773.562500 Penalty: 742.477112
	Iteration 18Q: 3 clusters Score -227773.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -227780.765625 Penalty: 742.477112
	Iteration 19Q: 3 clusters Score -227780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -227788.390625 Penalty: 742.477112
	Iteration 20F: 3 clusters Score -227788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -227791.250000 Penalty: 742.477112
	Iteration 21Q: 3 clusters Score -227791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -227795.046875 Penalty: 742.477112
	Iteration 22Q: 3 clusters Score -227795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -227801.328125 Penalty: 742.477112
	Iteration 23Q: 3 clusters Score -227801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -227805.703125 Penalty: 742.477112
	Iteration 24Q: 3 clusters Score -227805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -227810.156250 Penalty: 742.477112
	Iteration 25Q: 3 clusters Score -227810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -227814.328125 Penalty: 742.477112
	Iteration 26Q: 3 clusters Score -227814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -227815.046875 Penalty: 742.477112
	Iteration 27Q: 3 clusters Score -227815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -227815.562500 Penalty: 742.477112
	Iteration 28Q: 3 clusters Score -227815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -227815.562500 Penalty: 742.477112
	Iteration 29F: 3 clusters Score -227815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -186835.203125 Penalty: 365.664093
	Iteration 0F: 2 clusters Score -186835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -184682.468750 Penalty: 731.328186
	Iteration 0F: 3 clusters Score -184682.5 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -185454.093750 Penalty: 731.328186
	Iteration 1F: 3 clusters Score -185454.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -185575.359375 Penalty: 731.328186
	Iteration 2F: 3 clusters Score -185575.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -185709.234375 Penalty: 731.328186
	Iteration 3F: 3 clusters Score -185709.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -185900.984375 Penalty: 731.328186
	Iteration 4F: 3 clusters Score -185901 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -186092.062500 Penalty: 731.328186
	Iteration 5F: 3 clusters Score -186092.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -186271.437500 Penalty: 731.328186
	Iteration 6F: 3 clusters Score -186271.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -186375.625000 Penalty: 731.328186
	Iteration 7Q: 3 clusters Score -186375.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -186440.656250 Penalty: 731.328186
	Iteration 8Q: 3 clusters Score -186440.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -186486.187500 Penalty: 731.328186
	Iteration 9Q: 3 clusters Score -186486.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -186528.140625 Penalty: 731.328186
	Iteration 10Q: 3 clusters Score -186528.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -186560.593750 Penalty: 731.328186
	Iteration 11Q: 3 clusters Score -186560.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -186586.421875 Penalty: 731.328186
	Iteration 12Q: 3 clusters Score -186586.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -186603.031250 Penalty: 731.328186
	Iteration 13Q: 3 clusters Score -186603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -186621.015625 Penalty: 731.328186
	Iteration 14Q: 3 clusters Score -186621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -186627.421875 Penalty: 731.328186
	Iteration 15Q: 3 clusters Score -186627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -186631.093750 Penalty: 731.328186
	Iteration 16Q: 3 clusters Score -186631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -186632.921875 Penalty: 731.328186
	Iteration 17Q: 3 clusters Score -186632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -186633.437500 Penalty: 731.328186
	Iteration 18Q: 3 clusters Score -186633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -186634.250000 Penalty: 731.328186
	Iteration 19Q: 3 clusters Score -186634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -186634.125000 Penalty: 731.328186
	Iteration 20F: 3 clusters Score -186634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -186634.437500 Penalty: 731.328186
	Iteration 21Q: 3 clusters Score -186634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -186635.171875 Penalty: 731.328186
	Iteration 22Q: 3 clusters Score -186635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -186635.171875 Penalty: 731.328186
	Iteration 23F: 3 clusters Score -186635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Entering Unmasked Estep 
Score: -796829.250000 Penalty: 430.135254
	Iteration 0F: 2 clusters Score -796829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -788336.500000 Penalty: 860.270508
	Iteration 0F: 3 clusters Score -788336.5 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -791957.000000 Penalty: 860.270508
	Iteration 1F: 3 clusters Score -791957 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -792474.125000 Penalty: 860.270508
	Iteration 2F: 3 clusters Score -792474.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -793137.750000 Penalty: 860.270508
	Iteration 3F: 3 clusters Score -793137.8 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -793995.125000 Penalty: 860.270508
	Iteration 4F: 3 clusters Score -793995.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -794750.125000 Penalty: 860.270508
	Iteration 5F: 3 clusters Score -794750.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -795169.687500 Penalty: 860.270508
	Iteration 6Q: 3 clusters Score -795169.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -795389.375000 Penalty: 860.270508
	Iteration 7Q: 3 clusters Score -795389.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -795586.750000 Penalty: 860.270508
	Iteration 8Q: 3 clusters Score -795586.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -795767.875000 Penalty: 860.270508
	Iteration 9Q: 3 clusters Score -795767.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -795938.687500 Penalty: 860.270508
	Iteration 10Q: 3 clusters Score -795938.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -796092.437500 Penalty: 860.270508
	Iteration 11Q: 3 clusters Score -796092.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -796206.625000 Penalty: 860.270508
	Iteration 12Q: 3 clusters Score -796206.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -796271.125000 Penalty: 860.270508
	Iteration 13Q: 3 clusters Score -796271.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -796306.125000 Penalty: 860.270508
	Iteration 14Q: 3 clusters Score -796306.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -796330.125000 Penalty: 860.270508
	Iteration 15Q: 3 clusters Score -796330.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -796342.125000 Penalty: 860.270508
	Iteration 16Q: 3 clusters Score -796342.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -796348.812500 Penalty: 860.270508
	Iteration 17Q: 3 clusters Score -796348.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -796355.750000 Penalty: 860.270508
	Iteration 18Q: 3 clusters Score -796355.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -796357.500000 Penalty: 860.270508
	Iteration 19Q: 3 clusters Score -796357.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -796357.875000 Penalty: 860.270508
	Iteration 20F: 3 clusters Score -796357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -796360.500000 Penalty: 860.270508
	Iteration 21Q: 3 clusters Score -796360.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -796361.125000 Penalty: 860.270508
	Iteration 22Q: 3 clusters Score -796361.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -796360.875000 Penalty: 860.270508
	Iteration 23Q: 3 clusters Score -796360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -796362.562500 Penalty: 860.270508
	Iteration 24Q: 3 clusters Score -796362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -796361.937500 Penalty: 860.270508
	Iteration 25Q: 3 clusters Score -796361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -796362.500000 Penalty: 860.270508
	Iteration 26Q: 3 clusters Score -796362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -796363.500000 Penalty: 860.270508
	Iteration 27Q: 3 clusters Score -796363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -796362.750000 Penalty: 860.270508
	Iteration 28Q: 3 clusters Score -796362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -796362.750000 Penalty: 860.270508
	Iteration 29F: 3 clusters Score -796362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -289678.812500 Penalty: 382.393280
	Iteration 0F: 2 clusters Score -289678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -286624.406250 Penalty: 764.786560
	Iteration 0F: 3 clusters Score -286624.4 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -287709.250000 Penalty: 764.786560
	Iteration 1F: 3 clusters Score -287709.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -287821.718750 Penalty: 764.786560
	Iteration 2F: 3 clusters Score -287821.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -287908.687500 Penalty: 764.786560
	Iteration 3F: 3 clusters Score -287908.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -287977.468750 Penalty: 764.786560
	Iteration 4Q: 3 clusters Score -287977.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -288051.343750 Penalty: 764.786560
	Iteration 5Q: 3 clusters Score -288051.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -288141.812500 Penalty: 764.786560
	Iteration 6Q: 3 clusters Score -288141.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -288249.812500 Penalty: 764.786560
	Iteration 7Q: 3 clusters Score -288249.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -288404.531250 Penalty: 764.786560
	Iteration 8F: 3 clusters Score -288404.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -288625.187500 Penalty: 764.786560
	Iteration 9F: 3 clusters Score -288625.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -288858.000000 Penalty: 764.786560
	Iteration 10F: 3 clusters Score -288858 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -289017.437500 Penalty: 764.786560
	Iteration 11Q: 3 clusters Score -289017.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -289119.593750 Penalty: 764.786560
	Iteration 12Q: 3 clusters Score -289119.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -289179.531250 Penalty: 764.786560
	Iteration 13Q: 3 clusters Score -289179.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -289220.843750 Penalty: 764.786560
	Iteration 14Q: 3 clusters Score -289220.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -289247.406250 Penalty: 764.786560
	Iteration 15Q: 3 clusters Score -289247.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -289267.593750 Penalty: 764.786560
	Iteration 16Q: 3 clusters Score -289267.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -289282.937500 Penalty: 764.786560
	Iteration 17Q: 3 clusters Score -289282.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -289308.625000 Penalty: 764.786560
	Iteration 18Q: 3 clusters Score -289308.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -289324.656250 Penalty: 764.786560
	Iteration 19Q: 3 clusters Score -289324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -289337.031250 Penalty: 764.786560
	Iteration 20F: 3 clusters Score -289337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -289350.625000 Penalty: 764.786560
	Iteration 21Q: 3 clusters Score -289350.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -289360.437500 Penalty: 764.786560
	Iteration 22Q: 3 clusters Score -289360.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -289365.531250 Penalty: 764.786560
	Iteration 23Q: 3 clusters Score -289365.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -289370.875000 Penalty: 764.786560
	Iteration 24Q: 3 clusters Score -289370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -289375.156250 Penalty: 764.786560
	Iteration 25Q: 3 clusters Score -289375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -289377.968750 Penalty: 764.786560
	Iteration 26Q: 3 clusters Score -289378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -289378.968750 Penalty: 764.786560
	Iteration 27Q: 3 clusters Score -289379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -289379.500000 Penalty: 764.786560
	Iteration 28Q: 3 clusters Score -289379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -289381.593750 Penalty: 764.786560
	Iteration 29Q: 3 clusters Score -289381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -289383.468750 Penalty: 764.786560
	Iteration 30Q: 3 clusters Score -289383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -289386.593750 Penalty: 764.786560
	Iteration 31Q: 3 clusters Score -289386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -289387.843750 Penalty: 764.786560
	Iteration 32Q: 3 clusters Score -289387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -289390.250000 Penalty: 764.786560
	Iteration 33Q: 3 clusters Score -289390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -289391.187500 Penalty: 764.786560
	Iteration 34Q: 3 clusters Score -289391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -289391.781250 Penalty: 764.786560
	Iteration 35Q: 3 clusters Score -289391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -289391.781250 Penalty: 764.786560
	Iteration 36F: 3 clusters Score -289391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -87727.078125 Penalty: 328.726288
	Iteration 0F: 2 clusters Score -87727.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -86684.718750 Penalty: 657.452576
	Iteration 0F: 3 clusters Score -86684.72 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -87006.617188 Penalty: 657.452576
	Iteration 1F: 3 clusters Score -87006.62 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -87068.171875 Penalty: 657.452576
	Iteration 2F: 3 clusters Score -87068.17 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -87127.546875 Penalty: 657.452576
	Iteration 3F: 3 clusters Score -87127.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -87214.914062 Penalty: 657.452576
	Iteration 4F: 3 clusters Score -87214.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -87275.015625 Penalty: 657.452576
	Iteration 5F: 3 clusters Score -87275.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -87344.226562 Penalty: 657.452576
	Iteration 6F: 3 clusters Score -87344.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87405.492188 Penalty: 657.452576
	Iteration 7F: 3 clusters Score -87405.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87449.515625 Penalty: 657.452576
	Iteration 8Q: 3 clusters Score -87449.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -87470.226562 Penalty: 657.452576
	Iteration 9Q: 3 clusters Score -87470.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -87486.710938 Penalty: 657.452576
	Iteration 10Q: 3 clusters Score -87486.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -87494.585938 Penalty: 657.452576
	Iteration 11Q: 3 clusters Score -87494.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -87500.695312 Penalty: 657.452576
	Iteration 12Q: 3 clusters Score -87500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -87504.804688 Penalty: 657.452576
	Iteration 13Q: 3 clusters Score -87504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -87508.679688 Penalty: 657.452576
	Iteration 14Q: 3 clusters Score -87508.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -87510.929688 Penalty: 657.452576
	Iteration 15Q: 3 clusters Score -87510.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -87514.187500 Penalty: 657.452576
	Iteration 16Q: 3 clusters Score -87514.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -87516.070312 Penalty: 657.452576
	Iteration 17Q: 3 clusters Score -87516.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -87516.828125 Penalty: 657.452576
	Iteration 18Q: 3 clusters Score -87516.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -87517.343750 Penalty: 657.452576
	Iteration 19Q: 3 clusters Score -87517.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -87518.187500 Penalty: 657.452576
	Iteration 20F: 3 clusters Score -87518.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -87518.289062 Penalty: 657.452576
	Iteration 21Q: 3 clusters Score -87518.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -87518.289062 Penalty: 657.452576
	Iteration 22F: 3 clusters Score -87518.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Entering Unmasked Estep 
Score: -934968.250000 Penalty: 434.980499
	Iteration 0F: 2 clusters Score -934968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -925586.187500 Penalty: 869.960999
	Iteration 0F: 3 clusters Score -925586.2 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -929566.062500 Penalty: 869.960999
	Iteration 1F: 3 clusters Score -929566.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -929927.625000 Penalty: 869.960999
	Iteration 2F: 3 clusters Score -929927.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -930366.312500 Penalty: 869.960999
	Iteration 3F: 3 clusters Score -930366.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -930991.062500 Penalty: 869.960999
	Iteration 4F: 3 clusters Score -930991.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -931786.500000 Penalty: 869.960999
	Iteration 5F: 3 clusters Score -931786.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -932472.125000 Penalty: 869.960999
	Iteration 6F: 3 clusters Score -932472.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -932889.187500 Penalty: 869.960999
	Iteration 7Q: 3 clusters Score -932889.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -933111.937500 Penalty: 869.960999
	Iteration 8Q: 3 clusters Score -933111.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -933273.562500 Penalty: 869.960999
	Iteration 9Q: 3 clusters Score -933273.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -933424.500000 Penalty: 869.960999
	Iteration 10Q: 3 clusters Score -933424.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -933555.250000 Penalty: 869.960999
	Iteration 11Q: 3 clusters Score -933555.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -933667.062500 Penalty: 869.960999
	Iteration 12Q: 3 clusters Score -933667.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -933769.937500 Penalty: 869.960999
	Iteration 13Q: 3 clusters Score -933769.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -933879.375000 Penalty: 869.960999
	Iteration 14Q: 3 clusters Score -933879.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -933974.812500 Penalty: 869.960999
	Iteration 15Q: 3 clusters Score -933974.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -934069.437500 Penalty: 869.960999
	Iteration 16Q: 3 clusters Score -934069.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -934144.562500 Penalty: 869.960999
	Iteration 17Q: 3 clusters Score -934144.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -934220.937500 Penalty: 869.960999
	Iteration 18Q: 3 clusters Score -934220.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -934278.562500 Penalty: 869.960999
	Iteration 19Q: 3 clusters Score -934278.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -934318.437500 Penalty: 869.960999
	Iteration 20F: 3 clusters Score -934318.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -934360.812500 Penalty: 869.960999
	Iteration 21Q: 3 clusters Score -934360.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -934403.000000 Penalty: 869.960999
	Iteration 22Q: 3 clusters Score -934403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -934435.375000 Penalty: 869.960999
	Iteration 23Q: 3 clusters Score -934435.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -934457.125000 Penalty: 869.960999
	Iteration 24Q: 3 clusters Score -934457.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -934483.375000 Penalty: 869.960999
	Iteration 25Q: 3 clusters Score -934483.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -934494.375000 Penalty: 869.960999
	Iteration 26Q: 3 clusters Score -934494.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -934503.250000 Penalty: 869.960999
	Iteration 27Q: 3 clusters Score -934503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -934511.000000 Penalty: 869.960999
	Iteration 28Q: 3 clusters Score -934511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -934523.187500 Penalty: 869.960999
	Iteration 29Q: 3 clusters Score -934523.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -934535.062500 Penalty: 869.960999
	Iteration 30Q: 3 clusters Score -934535.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -934541.187500 Penalty: 869.960999
	Iteration 31Q: 3 clusters Score -934541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -934546.187500 Penalty: 869.960999
	Iteration 32Q: 3 clusters Score -934546.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -934551.187500 Penalty: 869.960999
	Iteration 33Q: 3 clusters Score -934551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -934551.937500 Penalty: 869.960999
	Iteration 34Q: 3 clusters Score -934551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -934554.687500 Penalty: 869.960999
	Iteration 35Q: 3 clusters Score -934554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -934559.187500 Penalty: 869.960999
	Iteration 36Q: 3 clusters Score -934559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -934563.750000 Penalty: 869.960999
	Iteration 37Q: 3 clusters Score -934563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -934565.562500 Penalty: 869.960999
	Iteration 38Q: 3 clusters Score -934565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -934567.250000 Penalty: 869.960999
	Iteration 39Q: 3 clusters Score -934567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -934569.812500 Penalty: 869.960999
	Iteration 40F: 3 clusters Score -934569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -934570.687500 Penalty: 869.960999
	Iteration 41Q: 3 clusters Score -934570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -934570.687500 Penalty: 869.960999
	Iteration 42Q: 3 clusters Score -934570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -934572.437500 Penalty: 869.960999
	Iteration 43Q: 3 clusters Score -934572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -934576.625000 Penalty: 869.960999
	Iteration 44Q: 3 clusters Score -934576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -934577.250000 Penalty: 869.960999
	Iteration 45Q: 3 clusters Score -934577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -934578.187500 Penalty: 869.960999
	Iteration 46Q: 3 clusters Score -934578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -934579.375000 Penalty: 869.960999
	Iteration 47Q: 3 clusters Score -934579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -934581.875000 Penalty: 869.960999
	Iteration 48Q: 3 clusters Score -934581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -934583.125000 Penalty: 869.960999
	Iteration 49Q: 3 clusters Score -934583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -934585.875000 Penalty: 869.960999
	Iteration 50Q: 3 clusters Score -934585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -934590.125000 Penalty: 869.960999
	Iteration 51Q: 3 clusters Score -934590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -934594.062500 Penalty: 869.960999
	Iteration 52Q: 3 clusters Score -934594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -934594.375000 Penalty: 869.960999
	Iteration 53Q: 3 clusters Score -934594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -934596.312500 Penalty: 869.960999
	Iteration 54Q: 3 clusters Score -934596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -934597.375000 Penalty: 869.960999
	Iteration 55Q: 3 clusters Score -934597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -934597.312500 Penalty: 869.960999
	Iteration 56Q: 3 clusters Score -934597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -934597.312500 Penalty: 869.960999
	Iteration 57F: 3 clusters Score -934597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Entering Unmasked Estep 
Score: -1234819.375000 Penalty: 447.681854
	Iteration 0F: 2 clusters Score -1234819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1222420.125000 Penalty: 895.363708
	Iteration 0F: 3 clusters Score -1222420 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1227418.875000 Penalty: 895.363708
	Iteration 1F: 3 clusters Score -1227419 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1227613.875000 Penalty: 895.363708
	Iteration 2Q: 3 clusters Score -1227614 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1227838.375000 Penalty: 895.363708
	Iteration 3Q: 3 clusters Score -1227838 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1228205.750000 Penalty: 895.363708
	Iteration 4Q: 3 clusters Score -1228206 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1228752.250000 Penalty: 895.363708
	Iteration 5F: 3 clusters Score -1228752 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1229687.875000 Penalty: 895.363708
	Iteration 6F: 3 clusters Score -1229688 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1230993.875000 Penalty: 895.363708
	Iteration 7F: 3 clusters Score -1230994 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1232146.000000 Penalty: 895.363708
	Iteration 8F: 3 clusters Score -1232146 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1232787.250000 Penalty: 895.363708
	Iteration 9F: 3 clusters Score -1232787 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1233049.125000 Penalty: 895.363708
	Iteration 10Q: 3 clusters Score -1233049 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1233195.000000 Penalty: 895.363708
	Iteration 11Q: 3 clusters Score -1233195 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1233288.750000 Penalty: 895.363708
	Iteration 12Q: 3 clusters Score -1233289 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1233362.750000 Penalty: 895.363708
	Iteration 13Q: 3 clusters Score -1233363 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1233418.750000 Penalty: 895.363708
	Iteration 14Q: 3 clusters Score -1233419 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1233476.875000 Penalty: 895.363708
	Iteration 15Q: 3 clusters Score -1233477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1233517.625000 Penalty: 895.363708
	Iteration 16Q: 3 clusters Score -1233518 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1233551.250000 Penalty: 895.363708
	Iteration 17Q: 3 clusters Score -1233551 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1233584.875000 Penalty: 895.363708
	Iteration 18Q: 3 clusters Score -1233585 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1233615.250000 Penalty: 895.363708
	Iteration 19Q: 3 clusters Score -1233615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1233635.625000 Penalty: 895.363708
	Iteration 20F: 3 clusters Score -1233636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1233658.375000 Penalty: 895.363708
	Iteration 21Q: 3 clusters Score -1233658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1233675.875000 Penalty: 895.363708
	Iteration 22Q: 3 clusters Score -1233676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1233691.500000 Penalty: 895.363708
	Iteration 23Q: 3 clusters Score -1233692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1233716.625000 Penalty: 895.363708
	Iteration 24Q: 3 clusters Score -1233717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1233744.875000 Penalty: 895.363708
	Iteration 25Q: 3 clusters Score -1233745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1233778.250000 Penalty: 895.363708
	Iteration 26Q: 3 clusters Score -1233778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1233821.375000 Penalty: 895.363708
	Iteration 27Q: 3 clusters Score -1233821 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1233847.250000 Penalty: 895.363708
	Iteration 28Q: 3 clusters Score -1233847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1233871.125000 Penalty: 895.363708
	Iteration 29Q: 3 clusters Score -1233871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1233893.000000 Penalty: 895.363708
	Iteration 30Q: 3 clusters Score -1233893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1233907.625000 Penalty: 895.363708
	Iteration 31Q: 3 clusters Score -1233908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1233925.375000 Penalty: 895.363708
	Iteration 32Q: 3 clusters Score -1233925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1233944.125000 Penalty: 895.363708
	Iteration 33Q: 3 clusters Score -1233944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1233961.500000 Penalty: 895.363708
	Iteration 34Q: 3 clusters Score -1233962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1233981.125000 Penalty: 895.363708
	Iteration 35Q: 3 clusters Score -1233981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1234001.250000 Penalty: 895.363708
	Iteration 36Q: 3 clusters Score -1234001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1234019.500000 Penalty: 895.363708
	Iteration 37Q: 3 clusters Score -1234020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1234037.250000 Penalty: 895.363708
	Iteration 38Q: 3 clusters Score -1234037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1234054.125000 Penalty: 895.363708
	Iteration 39Q: 3 clusters Score -1234054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1234081.125000 Penalty: 895.363708
	Iteration 40F: 3 clusters Score -1234081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1234099.125000 Penalty: 895.363708
	Iteration 41Q: 3 clusters Score -1234099 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1234132.625000 Penalty: 895.363708
	Iteration 42Q: 3 clusters Score -1234133 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1234157.375000 Penalty: 895.363708
	Iteration 43Q: 3 clusters Score -1234157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1234176.875000 Penalty: 895.363708
	Iteration 44Q: 3 clusters Score -1234177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1234193.375000 Penalty: 895.363708
	Iteration 45Q: 3 clusters Score -1234193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1234205.875000 Penalty: 895.363708
	Iteration 46Q: 3 clusters Score -1234206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1234220.875000 Penalty: 895.363708
	Iteration 47Q: 3 clusters Score -1234221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1234235.750000 Penalty: 895.363708
	Iteration 48Q: 3 clusters Score -1234236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1234250.875000 Penalty: 895.363708
	Iteration 49Q: 3 clusters Score -1234251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1234269.375000 Penalty: 895.363708
	Iteration 50Q: 3 clusters Score -1234269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1234275.250000 Penalty: 895.363708
	Iteration 51Q: 3 clusters Score -1234275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1234284.875000 Penalty: 895.363708
	Iteration 52Q: 3 clusters Score -1234285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1234296.500000 Penalty: 895.363708
	Iteration 53Q: 3 clusters Score -1234296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1234308.625000 Penalty: 895.363708
	Iteration 54Q: 3 clusters Score -1234309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1234313.875000 Penalty: 895.363708
	Iteration 55Q: 3 clusters Score -1234314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1234321.000000 Penalty: 895.363708
	Iteration 56Q: 3 clusters Score -1234321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1234328.125000 Penalty: 895.363708
	Iteration 57Q: 3 clusters Score -1234328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1234335.375000 Penalty: 895.363708
	Iteration 58Q: 3 clusters Score -1234335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1234341.375000 Penalty: 895.363708
	Iteration 59Q: 3 clusters Score -1234341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1234350.250000 Penalty: 895.363708
	Iteration 60F: 3 clusters Score -1234350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1234359.500000 Penalty: 895.363708
	Iteration 61Q: 3 clusters Score -1234360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1234368.125000 Penalty: 895.363708
	Iteration 62Q: 3 clusters Score -1234368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1234371.000000 Penalty: 895.363708
	Iteration 63Q: 3 clusters Score -1234371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1234371.625000 Penalty: 895.363708
	Iteration 64Q: 3 clusters Score -1234372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1234374.875000 Penalty: 895.363708
	Iteration 65Q: 3 clusters Score -1234375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1234381.375000 Penalty: 895.363708
	Iteration 66Q: 3 clusters Score -1234381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1234387.375000 Penalty: 895.363708
	Iteration 67Q: 3 clusters Score -1234387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1234387.500000 Penalty: 895.363708
	Iteration 68Q: 3 clusters Score -1234388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1234387.500000 Penalty: 895.363708
	Iteration 69Q: 3 clusters Score -1234388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1234388.125000 Penalty: 895.363708
	Iteration 70Q: 3 clusters Score -1234388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1234388.625000 Penalty: 895.363708
	Iteration 71Q: 3 clusters Score -1234389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1234388.875000 Penalty: 895.363708
	Iteration 72Q: 3 clusters Score -1234389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1234391.750000 Penalty: 895.363708
	Iteration 73Q: 3 clusters Score -1234392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1234393.250000 Penalty: 895.363708
	Iteration 74Q: 3 clusters Score -1234393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1234390.000000 Penalty: 895.363708
	Iteration 75Q: 3 clusters Score -1234390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1234392.500000 Penalty: 895.363708
	Iteration 76Q: 3 clusters Score -1234392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1234392.500000 Penalty: 895.363708
	Iteration 77F: 3 clusters Score -1234392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Entering Unmasked Estep 
Score: -5570875.000000 Penalty: 518.831909
	Iteration 0F: 2 clusters Score -5570875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -5518868.000000 Penalty: 1037.663818
	Iteration 0F: 3 clusters Score -5518868 nChanged 43514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -5545355.500000 Penalty: 1037.663818
	Iteration 1F: 3 clusters Score -5545356 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -5546575.500000 Penalty: 1037.663818
	Iteration 2Q: 3 clusters Score -5546576 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -5548506.000000 Penalty: 1037.663818
	Iteration 3Q: 3 clusters Score -5548506 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -5551627.000000 Penalty: 1037.663818
	Iteration 4F: 3 clusters Score -5551627 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -5556070.000000 Penalty: 1037.663818
	Iteration 5F: 3 clusters Score -5556070 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -5560805.500000 Penalty: 1037.663818
	Iteration 6F: 3 clusters Score -5560806 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -5563832.000000 Penalty: 1037.663818
	Iteration 7F: 3 clusters Score -5563832 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -5564835.500000 Penalty: 1037.663818
	Iteration 8Q: 3 clusters Score -5564836 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -5565124.000000 Penalty: 1037.663818
	Iteration 9Q: 3 clusters Score -5565124 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -5565289.000000 Penalty: 1037.663818
	Iteration 10Q: 3 clusters Score -5565289 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -5565412.000000 Penalty: 1037.663818
	Iteration 11Q: 3 clusters Score -5565412 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -5565547.000000 Penalty: 1037.663818
	Iteration 12Q: 3 clusters Score -5565547 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -5565680.000000 Penalty: 1037.663818
	Iteration 13Q: 3 clusters Score -5565680 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -5565821.500000 Penalty: 1037.663818
	Iteration 14Q: 3 clusters Score -5565822 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -5565897.500000 Penalty: 1037.663818
	Iteration 15Q: 3 clusters Score -5565898 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -5566097.000000 Penalty: 1037.663818
	Iteration 16Q: 3 clusters Score -5566097 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5566296.500000 Penalty: 1037.663818
	Iteration 17Q: 3 clusters Score -5566296 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5566402.500000 Penalty: 1037.663818
	Iteration 18Q: 3 clusters Score -5566402 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5566541.500000 Penalty: 1037.663818
	Iteration 19Q: 3 clusters Score -5566542 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5566658.000000 Penalty: 1037.663818
	Iteration 20F: 3 clusters Score -5566658 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5566792.500000 Penalty: 1037.663818
	Iteration 21Q: 3 clusters Score -5566792 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5566925.500000 Penalty: 1037.663818
	Iteration 22Q: 3 clusters Score -5566926 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5567049.000000 Penalty: 1037.663818
	Iteration 23Q: 3 clusters Score -5567049 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -5567153.500000 Penalty: 1037.663818
	Iteration 24Q: 3 clusters Score -5567154 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5567256.500000 Penalty: 1037.663818
	Iteration 25Q: 3 clusters Score -5567256 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5567400.000000 Penalty: 1037.663818
	Iteration 26Q: 3 clusters Score -5567400 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5567546.500000 Penalty: 1037.663818
	Iteration 27Q: 3 clusters Score -5567546 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5567651.500000 Penalty: 1037.663818
	Iteration 28Q: 3 clusters Score -5567652 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5567804.000000 Penalty: 1037.663818
	Iteration 29Q: 3 clusters Score -5567804 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5567968.500000 Penalty: 1037.663818
	Iteration 30Q: 3 clusters Score -5567968 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5568097.500000 Penalty: 1037.663818
	Iteration 31Q: 3 clusters Score -5568098 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5568281.000000 Penalty: 1037.663818
	Iteration 32Q: 3 clusters Score -5568281 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5568403.000000 Penalty: 1037.663818
	Iteration 33Q: 3 clusters Score -5568403 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5568566.500000 Penalty: 1037.663818
	Iteration 34Q: 3 clusters Score -5568566 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5568724.500000 Penalty: 1037.663818
	Iteration 35Q: 3 clusters Score -5568724 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -5568873.500000 Penalty: 1037.663818
	Iteration 36Q: 3 clusters Score -5568874 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5568993.000000 Penalty: 1037.663818
	Iteration 37Q: 3 clusters Score -5568993 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5569097.500000 Penalty: 1037.663818
	Iteration 38Q: 3 clusters Score -5569098 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5569201.000000 Penalty: 1037.663818
	Iteration 39Q: 3 clusters Score -5569201 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5569321.000000 Penalty: 1037.663818
	Iteration 40F: 3 clusters Score -5569321 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5569411.500000 Penalty: 1037.663818
	Iteration 41Q: 3 clusters Score -5569412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5569505.000000 Penalty: 1037.663818
	Iteration 42Q: 3 clusters Score -5569505 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5569592.000000 Penalty: 1037.663818
	Iteration 43Q: 3 clusters Score -5569592 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -5569708.000000 Penalty: 1037.663818
	Iteration 44Q: 3 clusters Score -5569708 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5569783.000000 Penalty: 1037.663818
	Iteration 45Q: 3 clusters Score -5569783 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5569865.000000 Penalty: 1037.663818
	Iteration 46Q: 3 clusters Score -5569865 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -5569953.000000 Penalty: 1037.663818
	Iteration 47Q: 3 clusters Score -5569953 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5570048.500000 Penalty: 1037.663818
	Iteration 48Q: 3 clusters Score -5570048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5570115.000000 Penalty: 1037.663818
	Iteration 49Q: 3 clusters Score -5570115 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5570152.500000 Penalty: 1037.663818
	Iteration 50Q: 3 clusters Score -5570152 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -5570213.500000 Penalty: 1037.663818
	Iteration 51Q: 3 clusters Score -5570214 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5570285.500000 Penalty: 1037.663818
	Iteration 52Q: 3 clusters Score -5570286 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -5570326.000000 Penalty: 1037.663818
	Iteration 53Q: 3 clusters Score -5570326 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5570386.000000 Penalty: 1037.663818
	Iteration 54Q: 3 clusters Score -5570386 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5570441.000000 Penalty: 1037.663818
	Iteration 55Q: 3 clusters Score -5570441 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -5570464.000000 Penalty: 1037.663818
	Iteration 56Q: 3 clusters Score -5570464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -5570480.000000 Penalty: 1037.663818
	Iteration 57Q: 3 clusters Score -5570480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5570500.500000 Penalty: 1037.663818
	Iteration 58Q: 3 clusters Score -5570500 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5570550.000000 Penalty: 1037.663818
	Iteration 59Q: 3 clusters Score -5570550 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5570566.000000 Penalty: 1037.663818
	Iteration 60F: 3 clusters Score -5570566 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5570602.500000 Penalty: 1037.663818
	Iteration 61Q: 3 clusters Score -5570602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5570646.500000 Penalty: 1037.663818
	Iteration 62Q: 3 clusters Score -5570646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -5570686.000000 Penalty: 1037.663818
	Iteration 63Q: 3 clusters Score -5570686 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5570718.000000 Penalty: 1037.663818
	Iteration 64Q: 3 clusters Score -5570718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5570745.500000 Penalty: 1037.663818
	Iteration 65Q: 3 clusters Score -5570746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5570776.000000 Penalty: 1037.663818
	Iteration 66Q: 3 clusters Score -5570776 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -5570792.000000 Penalty: 1037.663818
	Iteration 67Q: 3 clusters Score -5570792 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -5570803.500000 Penalty: 1037.663818
	Iteration 68Q: 3 clusters Score -5570804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -5570829.500000 Penalty: 1037.663818
	Iteration 69Q: 3 clusters Score -5570830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5570832.500000 Penalty: 1037.663818
	Iteration 70Q: 3 clusters Score -5570832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5570855.000000 Penalty: 1037.663818
	Iteration 71Q: 3 clusters Score -5570855 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -5570879.000000 Penalty: 1037.663818
	Iteration 72Q: 3 clusters Score -5570879 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -5570915.000000 Penalty: 1037.663818
	Iteration 73Q: 3 clusters Score -5570915 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5570907.000000 Penalty: 1037.663818
	Iteration 74Q: 3 clusters Score -5570907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5570926.500000 Penalty: 1037.663818
	Iteration 75Q: 3 clusters Score -5570926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5570967.500000 Penalty: 1037.663818
	Iteration 76Q: 3 clusters Score -5570968 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -5570998.000000 Penalty: 1037.663818
	Iteration 77Q: 3 clusters Score -5570998 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -5571055.000000 Penalty: 1037.663818
	Iteration 78Q: 3 clusters Score -5571055 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -5571074.000000 Penalty: 1037.663818
	Iteration 79Q: 3 clusters Score -5571074 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -5571130.500000 Penalty: 1037.663818
	Iteration 80F: 3 clusters Score -5571130 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5571196.500000 Penalty: 1037.663818
	Iteration 81Q: 3 clusters Score -5571196 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -5571232.500000 Penalty: 1037.663818
	Iteration 82Q: 3 clusters Score -5571232 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -5571274.000000 Penalty: 1037.663818
	Iteration 83Q: 3 clusters Score -5571274 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5571344.500000 Penalty: 1037.663818
	Iteration 84Q: 3 clusters Score -5571344 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -5571403.500000 Penalty: 1037.663818
	Iteration 85Q: 3 clusters Score -5571404 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -5571458.000000 Penalty: 1037.663818
	Iteration 86Q: 3 clusters Score -5571458 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5571546 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5571634 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5571717.000000 Penalty: 1037.663818
	Iteration 89Q: 3 clusters Score -5571717 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5571795.500000 Penalty: 1037.663818
	Iteration 90Q: 3 clusters Score -5571796 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5571871.500000 Penalty: 1037.663818
	Iteration 91Q: 3 clusters Score -5571872 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5571978.500000 Penalty: 1037.663818
	Iteration 92Q: 3 clusters Score -5571978 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -5572056.500000 Penalty: 1037.663818
	Iteration 93Q: 3 clusters Score -5572056 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -5572159.000000 Penalty: 1037.663818
	Iteration 94Q: 3 clusters Score -5572159 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5572240.000000 Penalty: 1037.663818
	Iteration 95Q: 3 clusters Score -5572240 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -5572328.000000 Penalty: 1037.663818
	Iteration 96Q: 3 clusters Score -5572328 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5572417.500000 Penalty: 1037.663818
	Iteration 97Q: 3 clusters Score -5572418 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5572500.500000 Penalty: 1037.663818
	Iteration 98Q: 3 clusters Score -5572500 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5572595.000000 Penalty: 1037.663818
	Iteration 99Q: 3 clusters Score -5572595 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -5572708.000000 Penalty: 1037.663818
	Iteration 100F: 3 clusters Score -5572708 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5572849.500000 Penalty: 1037.663818
	Iteration 101Q: 3 clusters Score -5572850 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5572961.500000 Penalty: 1037.663818
	Iteration 102Q: 3 clusters Score -5572962 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5573097.000000 Penalty: 1037.663818
	Iteration 103Q: 3 clusters Score -5573097 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5573258.000000 Penalty: 1037.663818
	Iteration 104Q: 3 clusters Score -5573258 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5573422.000000 Penalty: 1037.663818
	Iteration 105Q: 3 clusters Score -5573422 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5573543.500000 Penalty: 1037.663818
	Iteration 106Q: 3 clusters Score -5573544 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5573660.000000 Penalty: 1037.663818
	Iteration 107Q: 3 clusters Score -5573660 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -5573860.000000 Penalty: 1037.663818
	Iteration 108Q: 3 clusters Score -5573860 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -5574023.000000 Penalty: 1037.663818
	Iteration 109Q: 3 clusters Score -5574023 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5574288.500000 Penalty: 1037.663818
	Iteration 110Q: 3 clusters Score -5574288 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5574689.000000 Penalty: 1037.663818
	Iteration 111Q: 3 clusters Score -5574689 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5574974.500000 Penalty: 1037.663818
	Iteration 112Q: 3 clusters Score -5574974 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5575161.000000 Penalty: 1037.663818
	Iteration 113Q: 3 clusters Score -5575161 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5575262.000000 Penalty: 1037.663818
	Iteration 114Q: 3 clusters Score -5575262 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5575275.000000 Penalty: 1037.663818
	Iteration 115Q: 3 clusters Score -5575275 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5575087.000000 Penalty: 1037.663818
	Iteration 116Q: 3 clusters Score -5575087 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5574938.000000 Penalty: 1037.663818
	Iteration 117Q: 3 clusters Score -5574938 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5574707.500000 Penalty: 1037.663818
	Iteration 118Q: 3 clusters Score -5574708 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -5574408.000000 Penalty: 1037.663818
	Iteration 119Q: 3 clusters Score -5574408 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5574012.500000 Penalty: 1037.663818
	Iteration 120F: 3 clusters Score -5574012 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -5573595.500000 Penalty: 1037.663818
	Iteration 121Q: 3 clusters Score -5573596 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -5573264.000000 Penalty: 1037.663818
	Iteration 122Q: 3 clusters Score -5573264 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5573005.500000 Penalty: 1037.663818
	Iteration 123Q: 3 clusters Score -5573006 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5572775.000000 Penalty: 1037.663818
	Iteration 124Q: 3 clusters Score -5572775 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5572559.000000 Penalty: 1037.663818
	Iteration 125Q: 3 clusters Score -5572559 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5572346.500000 Penalty: 1037.663818
	Iteration 126Q: 3 clusters Score -5572346 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5572209.000000 Penalty: 1037.663818
	Iteration 127Q: 3 clusters Score -5572209 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5572165.000000 Penalty: 1037.663818
	Iteration 128Q: 3 clusters Score -5572165 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5572040.000000 Penalty: 1037.663818
	Iteration 129Q: 3 clusters Score -5572040 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5571928.500000 Penalty: 1037.663818
	Iteration 130Q: 3 clusters Score -5571928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5571774.000000 Penalty: 1037.663818
	Iteration 131Q: 3 clusters Score -5571774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5571663.500000 Penalty: 1037.663818
	Iteration 132Q: 3 clusters Score -5571664 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5571602.000000 Penalty: 1037.663818
	Iteration 133Q: 3 clusters Score -5571602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5571529.000000 Penalty: 1037.663818
	Iteration 134Q: 3 clusters Score -5571529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5571442.000000 Penalty: 1037.663818
	Iteration 135Q: 3 clusters Score -5571442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5571322.500000 Penalty: 1037.663818
	Iteration 136Q: 3 clusters Score -5571322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5571278.500000 Penalty: 1037.663818
	Iteration 137Q: 3 clusters Score -5571278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5571251.000000 Penalty: 1037.663818
	Iteration 138Q: 3 clusters Score -5571251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5571190.500000 Penalty: 1037.663818
	Iteration 139Q: 3 clusters Score -5571190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5571131.500000 Penalty: 1037.663818
	Iteration 140F: 3 clusters Score -5571132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5571049.000000 Penalty: 1037.663818
	Iteration 141Q: 3 clusters Score -5571049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5571004.500000 Penalty: 1037.663818
	Iteration 142Q: 3 clusters Score -5571004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5570973.000000 Penalty: 1037.663818
	Iteration 143Q: 3 clusters Score -5570973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5570966.000000 Penalty: 1037.663818
	Iteration 144Q: 3 clusters Score -5570966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5570918.000000 Penalty: 1037.663818
	Iteration 145Q: 3 clusters Score -5570918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5570902.500000 Penalty: 1037.663818
	Iteration 146Q: 3 clusters Score -5570902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5570912.500000 Penalty: 1037.663818
	Iteration 147Q: 3 clusters Score -5570912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5570903.000000 Penalty: 1037.663818
	Iteration 148Q: 3 clusters Score -5570903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5570899.000000 Penalty: 1037.663818
	Iteration 149Q: 3 clusters Score -5570899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5570878.000000 Penalty: 1037.663818
	Iteration 150Q: 3 clusters Score -5570878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5570874.000000 Penalty: 1037.663818
	Iteration 151Q: 3 clusters Score -5570874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5570886.000000 Penalty: 1037.663818
	Iteration 152Q: 3 clusters Score -5570886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5570893.500000 Penalty: 1037.663818
	Iteration 153Q: 3 clusters Score -5570894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5570895.500000 Penalty: 1037.663818
	Iteration 154Q: 3 clusters Score -5570896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5570893.000000 Penalty: 1037.663818
	Iteration 155Q: 3 clusters Score -5570893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5570895.500000 Penalty: 1037.663818
	Iteration 156Q: 3 clusters Score -5570896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5570882.500000 Penalty: 1037.663818
	Iteration 157Q: 3 clusters Score -5570882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5570877.500000 Penalty: 1037.663818
	Iteration 158Q: 3 clusters Score -5570878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5570876.000000 Penalty: 1037.663818
	Iteration 159Q: 3 clusters Score -5570876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5570879.500000 Penalty: 1037.663818
	Iteration 160F: 3 clusters Score -5570880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5570874.000000 Penalty: 1037.663818
	Iteration 161Q: 3 clusters Score -5570874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5570872.000000 Penalty: 1037.663818
	Iteration 162Q: 3 clusters Score -5570872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5570876.000000 Penalty: 1037.663818
	Iteration 163Q: 3 clusters Score -5570876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5570877.000000 Penalty: 1037.663818
	Iteration 164Q: 3 clusters Score -5570877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5570867.000000 Penalty: 1037.663818
	Iteration 165Q: 3 clusters Score -5570867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5570870.000000 Penalty: 1037.663818
	Iteration 166Q: 3 clusters Score -5570870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5570870.000000 Penalty: 1037.663818
	Iteration 167F: 3 clusters Score -5570870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42380 members 
Entering Unmasked Estep 
Score: -2768136.500000 Penalty: 484.776672
	Iteration 0F: 2 clusters Score -2768136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2740055.000000 Penalty: 969.553345
	Iteration 0F: 3 clusters Score -2740055 nChanged 20426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2751677.250000 Penalty: 969.553345
	Iteration 1F: 3 clusters Score -2751677 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2752018.000000 Penalty: 969.553345
	Iteration 2Q: 3 clusters Score -2752018 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2752511.000000 Penalty: 969.553345
	Iteration 3Q: 3 clusters Score -2752511 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2753259.000000 Penalty: 969.553345
	Iteration 4Q: 3 clusters Score -2753259 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2754323.000000 Penalty: 969.553345
	Iteration 5F: 3 clusters Score -2754323 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2755954.750000 Penalty: 969.553345
	Iteration 6F: 3 clusters Score -2755955 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2758258.000000 Penalty: 969.553345
	Iteration 7F: 3 clusters Score -2758258 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2760471.750000 Penalty: 969.553345
	Iteration 8F: 3 clusters Score -2760472 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2761532.500000 Penalty: 969.553345
	Iteration 9F: 3 clusters Score -2761532 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2761908.750000 Penalty: 969.553345
	Iteration 10Q: 3 clusters Score -2761909 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2762124.500000 Penalty: 969.553345
	Iteration 11Q: 3 clusters Score -2762124 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2762323.250000 Penalty: 969.553345
	Iteration 12Q: 3 clusters Score -2762323 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2762492.750000 Penalty: 969.553345
	Iteration 13Q: 3 clusters Score -2762493 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2762702.750000 Penalty: 969.553345
	Iteration 14Q: 3 clusters Score -2762703 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2762928.250000 Penalty: 969.553345
	Iteration 15Q: 3 clusters Score -2762928 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2763106.250000 Penalty: 969.553345
	Iteration 16Q: 3 clusters Score -2763106 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2763287.250000 Penalty: 969.553345
	Iteration 17Q: 3 clusters Score -2763287 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2763500.000000 Penalty: 969.553345
	Iteration 18Q: 3 clusters Score -2763500 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2763704.500000 Penalty: 969.553345
	Iteration 19Q: 3 clusters Score -2763704 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2763947.500000 Penalty: 969.553345
	Iteration 20F: 3 clusters Score -2763948 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2764110.250000 Penalty: 969.553345
	Iteration 21Q: 3 clusters Score -2764110 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2764273.000000 Penalty: 969.553345
	Iteration 22Q: 3 clusters Score -2764273 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2764469.500000 Penalty: 969.553345
	Iteration 23Q: 3 clusters Score -2764470 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2764616.750000 Penalty: 969.553345
	Iteration 24Q: 3 clusters Score -2764617 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2764752.250000 Penalty: 969.553345
	Iteration 25Q: 3 clusters Score -2764752 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2764880.250000 Penalty: 969.553345
	Iteration 26Q: 3 clusters Score -2764880 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2764970.750000 Penalty: 969.553345
	Iteration 27Q: 3 clusters Score -2764971 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2765030.750000 Penalty: 969.553345
	Iteration 28Q: 3 clusters Score -2765031 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2765082.750000 Penalty: 969.553345
	Iteration 29Q: 3 clusters Score -2765083 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2765128.500000 Penalty: 969.553345
	Iteration 30Q: 3 clusters Score -2765128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2765162.250000 Penalty: 969.553345
	Iteration 31Q: 3 clusters Score -2765162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2765187.000000 Penalty: 969.553345
	Iteration 32Q: 3 clusters Score -2765187 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2765194.250000 Penalty: 969.553345
	Iteration 33Q: 3 clusters Score -2765194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2765202.000000 Penalty: 969.553345
	Iteration 34Q: 3 clusters Score -2765202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2765223.750000 Penalty: 969.553345
	Iteration 35Q: 3 clusters Score -2765224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2765239.250000 Penalty: 969.553345
	Iteration 36Q: 3 clusters Score -2765239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2765245.750000 Penalty: 969.553345
	Iteration 37Q: 3 clusters Score -2765246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2765246.750000 Penalty: 969.553345
	Iteration 38Q: 3 clusters Score -2765247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2765254.750000 Penalty: 969.553345
	Iteration 39Q: 3 clusters Score -2765255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2765252.750000 Penalty: 969.553345
	Iteration 40F: 3 clusters Score -2765253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2765251.750000 Penalty: 969.553345
	Iteration 41Q: 3 clusters Score -2765252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2765255.750000 Penalty: 969.553345
	Iteration 42Q: 3 clusters Score -2765256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2765258.500000 Penalty: 969.553345
	Iteration 43Q: 3 clusters Score -2765258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2765262.250000 Penalty: 969.553345
	Iteration 44Q: 3 clusters Score -2765262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2765262.500000 Penalty: 969.553345
	Iteration 45Q: 3 clusters Score -2765262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2765258.250000 Penalty: 969.553345
	Iteration 46Q: 3 clusters Score -2765258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2765261.000000 Penalty: 969.553345
	Iteration 47Q: 3 clusters Score -2765261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2765260.250000 Penalty: 969.553345
	Iteration 48Q: 3 clusters Score -2765260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2765262.250000 Penalty: 969.553345
	Iteration 49Q: 3 clusters Score -2765262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2765263.250000 Penalty: 969.553345
	Iteration 50Q: 3 clusters Score -2765263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2765261.750000 Penalty: 969.553345
	Iteration 51Q: 3 clusters Score -2765262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2765265.750000 Penalty: 969.553345
	Iteration 52Q: 3 clusters Score -2765266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2765264.750000 Penalty: 969.553345
	Iteration 53Q: 3 clusters Score -2765265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2765265.250000 Penalty: 969.553345
	Iteration 54Q: 3 clusters Score -2765265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2765261.500000 Penalty: 969.553345
	Iteration 55Q: 3 clusters Score -2765262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2765264.250000 Penalty: 969.553345
	Iteration 56Q: 3 clusters Score -2765264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2765261.500000 Penalty: 969.553345
	Iteration 57Q: 3 clusters Score -2765262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2765263.000000 Penalty: 969.553345
	Iteration 58Q: 3 clusters Score -2765263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2765262.750000 Penalty: 969.553345
	Iteration 59Q: 3 clusters Score -2765263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2765262.750000 Penalty: 969.553345
	Iteration 60F: 3 clusters Score -2765263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2765263.500000 Penalty: 969.553345
	Iteration 61Q: 3 clusters Score -2765264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2765263.500000 Penalty: 969.553345
	Iteration 62F: 3 clusters Score -2765264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -96853.609375 Penalty: 331.955933
	Iteration 0F: 2 clusters Score -96853.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -95754.015625 Penalty: 663.911865
	Iteration 0F: 3 clusters Score -95754.02 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -96080.718750 Penalty: 663.911865
	Iteration 1F: 3 clusters Score -96080.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -96130.062500 Penalty: 663.911865
	Iteration 2F: 3 clusters Score -96130.06 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -96175.281250 Penalty: 663.911865
	Iteration 3F: 3 clusters Score -96175.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96227.492188 Penalty: 663.911865
	Iteration 4F: 3 clusters Score -96227.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96265.210938 Penalty: 663.911865
	Iteration 5Q: 3 clusters Score -96265.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96310.867188 Penalty: 663.911865
	Iteration 6Q: 3 clusters Score -96310.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96363.960938 Penalty: 663.911865
	Iteration 7Q: 3 clusters Score -96363.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96403.992188 Penalty: 663.911865
	Iteration 8Q: 3 clusters Score -96403.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96434.523438 Penalty: 663.911865
	Iteration 9Q: 3 clusters Score -96434.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -96462.421875 Penalty: 663.911865
	Iteration 10Q: 3 clusters Score -96462.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -96500.851562 Penalty: 663.911865
	Iteration 11Q: 3 clusters Score -96500.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -96527.671875 Penalty: 663.911865
	Iteration 12Q: 3 clusters Score -96527.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -96544.359375 Penalty: 663.911865
	Iteration 13Q: 3 clusters Score -96544.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -96555.828125 Penalty: 663.911865
	Iteration 14Q: 3 clusters Score -96555.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -96566.984375 Penalty: 663.911865
	Iteration 15Q: 3 clusters Score -96566.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -96575.109375 Penalty: 663.911865
	Iteration 16Q: 3 clusters Score -96575.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -96580.718750 Penalty: 663.911865
	Iteration 17Q: 3 clusters Score -96580.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -96582.984375 Penalty: 663.911865
	Iteration 18Q: 3 clusters Score -96582.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -96584.992188 Penalty: 663.911865
	Iteration 19Q: 3 clusters Score -96584.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -96586.953125 Penalty: 663.911865
	Iteration 20F: 3 clusters Score -96586.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -96587.429688 Penalty: 663.911865
	Iteration 21Q: 3 clusters Score -96587.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -96587.429688 Penalty: 663.911865
	Iteration 22F: 3 clusters Score -96587.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (74133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Entering Unmasked Estep 
Score: -4739878.500000 Penalty: 510.219543
	Iteration 0F: 2 clusters Score -4739878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4690335.000000 Penalty: 1020.439087
	Iteration 0F: 3 clusters Score -4690335 nChanged 36110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4712182.000000 Penalty: 1020.439087
	Iteration 1F: 3 clusters Score -4712182 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4713452.000000 Penalty: 1020.439087
	Iteration 2Q: 3 clusters Score -4713452 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4715552.500000 Penalty: 1020.439087
	Iteration 3Q: 3 clusters Score -4715552 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -4718832.000000 Penalty: 1020.439087
	Iteration 4F: 3 clusters Score -4718832 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4723129.500000 Penalty: 1020.439087
	Iteration 5F: 3 clusters Score -4723130 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4726922.000000 Penalty: 1020.439087
	Iteration 6F: 3 clusters Score -4726922 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4729239.500000 Penalty: 1020.439087
	Iteration 7Q: 3 clusters Score -4729240 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4730517.500000 Penalty: 1020.439087
	Iteration 8Q: 3 clusters Score -4730518 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4731439.000000 Penalty: 1020.439087
	Iteration 9Q: 3 clusters Score -4731439 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4732287.500000 Penalty: 1020.439087
	Iteration 10Q: 3 clusters Score -4732288 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4733153.000000 Penalty: 1020.439087
	Iteration 11Q: 3 clusters Score -4733153 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4734016.500000 Penalty: 1020.439087
	Iteration 12Q: 3 clusters Score -4734016 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4734915.500000 Penalty: 1020.439087
	Iteration 13Q: 3 clusters Score -4734916 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4735725.000000 Penalty: 1020.439087
	Iteration 14Q: 3 clusters Score -4735725 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4736509.000000 Penalty: 1020.439087
	Iteration 15Q: 3 clusters Score -4736509 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4737227.000000 Penalty: 1020.439087
	Iteration 16Q: 3 clusters Score -4737227 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4737837.500000 Penalty: 1020.439087
	Iteration 17Q: 3 clusters Score -4737838 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4738333.500000 Penalty: 1020.439087
	Iteration 18Q: 3 clusters Score -4738334 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4738699.000000 Penalty: 1020.439087
	Iteration 19Q: 3 clusters Score -4738699 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4738990.000000 Penalty: 1020.439087
	Iteration 20F: 3 clusters Score -4738990 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4739128.500000 Penalty: 1020.439087
	Iteration 21Q: 3 clusters Score -4739128 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4739228.000000 Penalty: 1020.439087
	Iteration 22Q: 3 clusters Score -4739228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4739307.500000 Penalty: 1020.439087
	Iteration 23Q: 3 clusters Score -4739308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4739346.500000 Penalty: 1020.439087
	Iteration 24Q: 3 clusters Score -4739346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4739374.000000 Penalty: 1020.439087
	Iteration 25Q: 3 clusters Score -4739374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4739393.000000 Penalty: 1020.439087
	Iteration 26Q: 3 clusters Score -4739393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4739402.000000 Penalty: 1020.439087
	Iteration 27Q: 3 clusters Score -4739402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4739407.000000 Penalty: 1020.439087
	Iteration 28Q: 3 clusters Score -4739407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4739421.000000 Penalty: 1020.439087
	Iteration 29Q: 3 clusters Score -4739421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4739427.000000 Penalty: 1020.439087
	Iteration 30Q: 3 clusters Score -4739427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4739428.000000 Penalty: 1020.439087
	Iteration 31Q: 3 clusters Score -4739428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4739431.500000 Penalty: 1020.439087
	Iteration 32Q: 3 clusters Score -4739432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4739428.000000 Penalty: 1020.439087
	Iteration 33Q: 3 clusters Score -4739428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4739428.500000 Penalty: 1020.439087
	Iteration 34Q: 3 clusters Score -4739428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4739427.500000 Penalty: 1020.439087
	Iteration 35Q: 3 clusters Score -4739428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4739430.000000 Penalty: 1020.439087
	Iteration 36Q: 3 clusters Score -4739430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4739428.500000 Penalty: 1020.439087
	Iteration 37Q: 3 clusters Score -4739428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4739429.000000 Penalty: 1020.439087
	Iteration 38Q: 3 clusters Score -4739429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -4739436.000000 Penalty: 1020.439087
	Iteration 39Q: 3 clusters Score -4739436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4739434.500000 Penalty: 1020.439087
	Iteration 40F: 3 clusters Score -4739434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4739438.500000 Penalty: 1020.439087
	Iteration 41Q: 3 clusters Score -4739438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4739438.500000 Penalty: 1020.439087
	Iteration 42Q: 3 clusters Score -4739438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4739438.500000 Penalty: 1020.439087
	Iteration 43Q: 3 clusters Score -4739438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4739438.500000 Penalty: 1020.439087
	Iteration 44F: 3 clusters Score -4739438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -66816.734375 Penalty: 314.257355
	Iteration 0F: 2 clusters Score -66816.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66026.187500 Penalty: 628.514709
	Iteration 0F: 3 clusters Score -66026.19 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66241.210938 Penalty: 628.514709
	Iteration 1F: 3 clusters Score -66241.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -66273.640625 Penalty: 628.514709
	Iteration 2F: 3 clusters Score -66273.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66294.773438 Penalty: 628.514709
	Iteration 3Q: 3 clusters Score -66294.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66313.476562 Penalty: 628.514709
	Iteration 4Q: 3 clusters Score -66313.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66328.203125 Penalty: 628.514709
	Iteration 5Q: 3 clusters Score -66328.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66339.265625 Penalty: 628.514709
	Iteration 6Q: 3 clusters Score -66339.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66350.468750 Penalty: 628.514709
	Iteration 7Q: 3 clusters Score -66350.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66364.125000 Penalty: 628.514709
	Iteration 8Q: 3 clusters Score -66364.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66375.984375 Penalty: 628.514709
	Iteration 9Q: 3 clusters Score -66375.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66382.921875 Penalty: 628.514709
	Iteration 10Q: 3 clusters Score -66382.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66390.195312 Penalty: 628.514709
	Iteration 11Q: 3 clusters Score -66390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66394.585938 Penalty: 628.514709
	Iteration 12Q: 3 clusters Score -66394.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66399.945312 Penalty: 628.514709
	Iteration 13Q: 3 clusters Score -66399.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66402.320312 Penalty: 628.514709
	Iteration 14Q: 3 clusters Score -66402.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66404.875000 Penalty: 628.514709
	Iteration 15Q: 3 clusters Score -66404.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66409.031250 Penalty: 628.514709
	Iteration 16Q: 3 clusters Score -66409.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66417.046875 Penalty: 628.514709
	Iteration 17Q: 3 clusters Score -66417.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66425.054688 Penalty: 628.514709
	Iteration 18Q: 3 clusters Score -66425.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66431.289062 Penalty: 628.514709
	Iteration 19Q: 3 clusters Score -66431.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66440.218750 Penalty: 628.514709
	Iteration 20F: 3 clusters Score -66440.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66449.734375 Penalty: 628.514709
	Iteration 21Q: 3 clusters Score -66449.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66456.734375 Penalty: 628.514709
	Iteration 22Q: 3 clusters Score -66456.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66465.203125 Penalty: 628.514709
	Iteration 23Q: 3 clusters Score -66465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66469.085938 Penalty: 628.514709
	Iteration 24Q: 3 clusters Score -66469.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66472.882812 Penalty: 628.514709
	Iteration 25Q: 3 clusters Score -66472.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66479.960938 Penalty: 628.514709
	Iteration 26Q: 3 clusters Score -66479.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66484.351562 Penalty: 628.514709
	Iteration 27Q: 3 clusters Score -66484.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66486.507812 Penalty: 628.514709
	Iteration 28Q: 3 clusters Score -66486.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66488.906250 Penalty: 628.514709
	Iteration 29Q: 3 clusters Score -66488.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66492.031250 Penalty: 628.514709
	Iteration 30Q: 3 clusters Score -66492.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66500.226562 Penalty: 628.514709
	Iteration 31Q: 3 clusters Score -66500.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66505.476562 Penalty: 628.514709
	Iteration 32Q: 3 clusters Score -66505.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66508.226562 Penalty: 628.514709
	Iteration 33Q: 3 clusters Score -66508.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66509.765625 Penalty: 628.514709
	Iteration 34Q: 3 clusters Score -66509.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66510.257812 Penalty: 628.514709
	Iteration 35Q: 3 clusters Score -66510.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66510.382812 Penalty: 628.514709
	Iteration 36Q: 3 clusters Score -66510.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66511.117188 Penalty: 628.514709
	Iteration 37Q: 3 clusters Score -66511.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66512.843750 Penalty: 628.514709
	Iteration 38Q: 3 clusters Score -66512.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66516.656250 Penalty: 628.514709
	Iteration 39Q: 3 clusters Score -66516.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66517.828125 Penalty: 628.514709
	Iteration 40F: 3 clusters Score -66517.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66521.648438 Penalty: 628.514709
	Iteration 41Q: 3 clusters Score -66521.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66521.648438 Penalty: 628.514709
	Iteration 42F: 3 clusters Score -66521.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 44507 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 13129 members 
Mstep: Class 11 contains 81512 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 81442 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49364 members 
Mstep: Class 17 contains 14704 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 20836 members 
Mstep: Class 20 contains 17262 members 
Mstep: Class 21 contains 13027 members 
Mstep: Class 22 contains 30156 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 12753 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14186 members 
Mstep: Class 29 contains 18754 members 
Mstep: Class 30 contains 89581 members 
Mstep: Class 31 contains 42380 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74133 members 
Mstep: Class 34 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242636.000000 Penalty: 20813.578125
Iteration 399Q: 35 clusters Score -4.224264e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 42953 members 
Mstep: Class 7 contains 44496 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 13131 members 
Mstep: Class 11 contains 81453 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 81496 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49472 members 
Mstep: Class 17 contains 14703 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 17271 members 
Mstep: Class 21 contains 13025 members 
Mstep: Class 22 contains 30153 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 12782 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14181 members 
Mstep: Class 29 contains 18711 members 
Mstep: Class 30 contains 89606 members 
Mstep: Class 31 contains 42377 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 74021 members 
Mstep: Class 34 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242580.000000 Penalty: 20813.578125
Iteration 400F: 35 clusters Score -4.224258e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 42952 members 
Mstep: Class 7 contains 44489 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 13134 members 
Mstep: Class 11 contains 81374 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 81576 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49589 members 
Mstep: Class 17 contains 14698 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20835 members 
Mstep: Class 20 contains 17285 members 
Mstep: Class 21 contains 13019 members 
Mstep: Class 22 contains 30156 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 4465 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14177 members 
Mstep: Class 29 contains 18672 members 
Mstep: Class 30 contains 89638 members 
Mstep: Class 31 contains 42361 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 73900 members 
Mstep: Class 34 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242748.000000 Penalty: 20813.578125
Iteration 401Q: 35 clusters Score -4.224275e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 42949 members 
Mstep: Class 7 contains 44467 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 13140 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 81660 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49709 members 
Mstep: Class 17 contains 14685 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20834 members 
Mstep: Class 20 contains 17291 members 
Mstep: Class 21 contains 13018 members 
Mstep: Class 22 contains 30154 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 12859 members 
Mstep: Class 26 contains 4465 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14182 members 
Mstep: Class 29 contains 18607 members 
Mstep: Class 30 contains 89672 members 
Mstep: Class 31 contains 42352 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 73787 members 
Mstep: Class 34 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242716.000000 Penalty: 20813.578125
Iteration 402Q: 35 clusters Score -4.224272e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 44422 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 13142 members 
Mstep: Class 11 contains 81268 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 81734 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 49866 members 
Mstep: Class 17 contains 14677 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20831 members 
Mstep: Class 20 contains 17295 members 
Mstep: Class 21 contains 13016 members 
Mstep: Class 22 contains 30155 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 12901 members 
Mstep: Class 26 contains 4465 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14185 members 
Mstep: Class 29 contains 18523 members 
Mstep: Class 30 contains 89692 members 
Mstep: Class 31 contains 42347 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 73664 members 
Mstep: Class 34 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242724.000000 Penalty: 20813.578125
Iteration 403Q: 35 clusters Score -4.224272e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 42949 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 13146 members 
Mstep: Class 11 contains 81229 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 81804 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50014 members 
Mstep: Class 17 contains 14657 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20838 members 
Mstep: Class 20 contains 17299 members 
Mstep: Class 21 contains 13022 members 
Mstep: Class 22 contains 30157 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 12952 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14181 members 
Mstep: Class 29 contains 18417 members 
Mstep: Class 30 contains 89707 members 
Mstep: Class 31 contains 42342 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 73576 members 
Mstep: Class 34 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242640.000000 Penalty: 20813.578125
Iteration 404Q: 35 clusters Score -4.224264e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 42955 members 
Mstep: Class 7 contains 44341 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 13153 members 
Mstep: Class 11 contains 81188 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 14 contains 81835 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50188 members 
Mstep: Class 17 contains 14638 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 17301 members 
Mstep: Class 21 contains 13026 members 
Mstep: Class 22 contains 30155 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 13002 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14178 members 
Mstep: Class 29 contains 18315 members 
Mstep: Class 30 contains 89712 members 
Mstep: Class 31 contains 42339 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 73492 members 
Mstep: Class 34 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242628.000000 Penalty: 20813.578125
Iteration 405Q: 35 clusters Score -4.224263e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4216 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 42955 members 
Mstep: Class 7 contains 44307 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 13160 members 
Mstep: Class 11 contains 81139 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 81847 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50351 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 20858 members 
Mstep: Class 20 contains 17306 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 30156 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3099 members 
Mstep: Class 25 contains 13057 members 
Mstep: Class 26 contains 4460 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14172 members 
Mstep: Class 29 contains 18208 members 
Mstep: Class 30 contains 89719 members 
Mstep: Class 31 contains 42341 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 73422 members 
Mstep: Class 34 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242556.000000 Penalty: 20813.578125
Iteration 406Q: 35 clusters Score -4.224256e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 42948 members 
Mstep: Class 7 contains 44269 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 13168 members 
Mstep: Class 11 contains 81100 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 81881 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50498 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 20862 members 
Mstep: Class 20 contains 17315 members 
Mstep: Class 21 contains 13035 members 
Mstep: Class 22 contains 30164 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3100 members 
Mstep: Class 25 contains 13124 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14170 members 
Mstep: Class 29 contains 18094 members 
Mstep: Class 30 contains 89715 members 
Mstep: Class 31 contains 42335 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 73345 members 
Mstep: Class 34 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242488.000000 Penalty: 20813.578125
Iteration 407Q: 35 clusters Score -4.224249e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 42942 members 
Mstep: Class 7 contains 44254 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 13177 members 
Mstep: Class 11 contains 81072 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 14 contains 81907 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50624 members 
Mstep: Class 17 contains 14612 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20857 members 
Mstep: Class 20 contains 17321 members 
Mstep: Class 21 contains 13040 members 
Mstep: Class 22 contains 30166 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 13193 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14168 members 
Mstep: Class 29 contains 17994 members 
Mstep: Class 30 contains 89730 members 
Mstep: Class 31 contains 42329 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 73251 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242452.000000 Penalty: 20813.578125
Iteration 408Q: 35 clusters Score -4.224245e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 42941 members 
Mstep: Class 7 contains 44231 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 13181 members 
Mstep: Class 11 contains 81067 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 81972 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50762 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20844 members 
Mstep: Class 20 contains 17328 members 
Mstep: Class 21 contains 13044 members 
Mstep: Class 22 contains 30173 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 13266 members 
Mstep: Class 26 contains 4457 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 14163 members 
Mstep: Class 29 contains 17899 members 
Mstep: Class 30 contains 89729 members 
Mstep: Class 31 contains 42326 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 73116 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242472.000000 Penalty: 20813.578125
Iteration 409Q: 35 clusters Score -4.224247e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 44204 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 13180 members 
Mstep: Class 11 contains 81044 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 82026 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 50924 members 
Mstep: Class 17 contains 14593 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 20850 members 
Mstep: Class 20 contains 17342 members 
Mstep: Class 21 contains 13050 members 
Mstep: Class 22 contains 30174 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 4457 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14152 members 
Mstep: Class 29 contains 17810 members 
Mstep: Class 30 contains 89731 members 
Mstep: Class 31 contains 42317 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 72973 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242408.000000 Penalty: 20813.578125
Iteration 410Q: 35 clusters Score -4.224241e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 42946 members 
Mstep: Class 7 contains 44174 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 13183 members 
Mstep: Class 11 contains 81065 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 82152 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51058 members 
Mstep: Class 17 contains 14576 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 17349 members 
Mstep: Class 21 contains 13058 members 
Mstep: Class 22 contains 30171 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 13384 members 
Mstep: Class 26 contains 4450 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14144 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 89733 members 
Mstep: Class 31 contains 42317 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 72763 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242512.000000 Penalty: 20813.578125
Iteration 411Q: 35 clusters Score -4.224251e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 42950 members 
Mstep: Class 7 contains 44138 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 13187 members 
Mstep: Class 11 contains 81083 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3045 members 
Mstep: Class 14 contains 82297 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51177 members 
Mstep: Class 17 contains 14562 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 20855 members 
Mstep: Class 20 contains 17355 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 30170 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 4446 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14139 members 
Mstep: Class 29 contains 17661 members 
Mstep: Class 30 contains 89724 members 
Mstep: Class 31 contains 42316 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 72536 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242476.000000 Penalty: 20813.578125
Iteration 412Q: 35 clusters Score -4.224248e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 42952 members 
Mstep: Class 7 contains 44102 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 13185 members 
Mstep: Class 11 contains 81142 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 82461 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51309 members 
Mstep: Class 17 contains 14553 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20853 members 
Mstep: Class 20 contains 17368 members 
Mstep: Class 21 contains 13079 members 
Mstep: Class 22 contains 30170 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 4445 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14127 members 
Mstep: Class 29 contains 17589 members 
Mstep: Class 30 contains 89701 members 
Mstep: Class 31 contains 42305 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 72278 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242392.000000 Penalty: 20813.578125
Iteration 413Q: 35 clusters Score -4.224239e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 44064 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 81198 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 82575 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51463 members 
Mstep: Class 17 contains 14544 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 17380 members 
Mstep: Class 21 contains 13089 members 
Mstep: Class 22 contains 30172 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3096 members 
Mstep: Class 25 contains 13525 members 
Mstep: Class 26 contains 4442 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14117 members 
Mstep: Class 29 contains 17526 members 
Mstep: Class 30 contains 89675 members 
Mstep: Class 31 contains 42303 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 72032 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242432.000000 Penalty: 20813.578125
Iteration 414Q: 35 clusters Score -4.224243e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 44038 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 81231 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 82658 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51637 members 
Mstep: Class 17 contains 14532 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 21 contains 13102 members 
Mstep: Class 22 contains 30173 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3096 members 
Mstep: Class 25 contains 13580 members 
Mstep: Class 26 contains 4437 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 17468 members 
Mstep: Class 30 contains 89659 members 
Mstep: Class 31 contains 42310 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 71785 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242524.000000 Penalty: 20813.578125
Iteration 415Q: 35 clusters Score -4.224252e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 44002 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 13195 members 
Mstep: Class 11 contains 81253 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 82745 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 51822 members 
Mstep: Class 17 contains 14520 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20851 members 
Mstep: Class 20 contains 17384 members 
Mstep: Class 21 contains 13110 members 
Mstep: Class 22 contains 30174 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 13646 members 
Mstep: Class 26 contains 4429 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14077 members 
Mstep: Class 29 contains 17419 members 
Mstep: Class 30 contains 89672 members 
Mstep: Class 31 contains 42312 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 71506 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242676.000000 Penalty: 20813.578125
Iteration 416Q: 35 clusters Score -4.224268e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 42919 members 
Mstep: Class 7 contains 43975 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 81257 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 82844 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52001 members 
Mstep: Class 17 contains 14504 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20838 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 21 contains 13120 members 
Mstep: Class 22 contains 30178 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3101 members 
Mstep: Class 25 contains 13717 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14056 members 
Mstep: Class 29 contains 17373 members 
Mstep: Class 30 contains 89674 members 
Mstep: Class 31 contains 42307 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 71251 members 
Mstep: Class 34 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242732.000000 Penalty: 20813.578125
Iteration 417Q: 35 clusters Score -4.224273e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 42912 members 
Mstep: Class 7 contains 43938 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 13214 members 
Mstep: Class 11 contains 81272 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 82917 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52188 members 
Mstep: Class 17 contains 14493 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20821 members 
Mstep: Class 20 contains 17392 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 30181 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3103 members 
Mstep: Class 25 contains 13793 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14042 members 
Mstep: Class 29 contains 17328 members 
Mstep: Class 30 contains 89695 members 
Mstep: Class 31 contains 42302 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 70972 members 
Mstep: Class 34 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242720.000000 Penalty: 20813.578125
Iteration 418Q: 35 clusters Score -4.224272e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 42910 members 
Mstep: Class 7 contains 43908 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 13217 members 
Mstep: Class 11 contains 81301 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 14 contains 82995 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52371 members 
Mstep: Class 17 contains 14486 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20803 members 
Mstep: Class 20 contains 17386 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 22 contains 30184 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3106 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14031 members 
Mstep: Class 29 contains 17306 members 
Mstep: Class 30 contains 89715 members 
Mstep: Class 31 contains 42311 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 70657 members 
Mstep: Class 34 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242800.000000 Penalty: 20813.578125
Iteration 419Q: 35 clusters Score -4.22428e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4216 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 42906 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 13208 members 
Mstep: Class 11 contains 81308 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3093 members 
Mstep: Class 14 contains 83118 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52555 members 
Mstep: Class 17 contains 14480 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20786 members 
Mstep: Class 20 contains 17395 members 
Mstep: Class 21 contains 13171 members 
Mstep: Class 22 contains 30183 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3108 members 
Mstep: Class 25 contains 13928 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14018 members 
Mstep: Class 29 contains 17279 members 
Mstep: Class 30 contains 89733 members 
Mstep: Class 31 contains 42308 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 70316 members 
Mstep: Class 34 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242748.000000 Penalty: 20813.578125
Iteration 420F: 35 clusters Score -4.224275e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 42892 members 
Mstep: Class 7 contains 43873 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 81310 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 14 contains 83243 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52757 members 
Mstep: Class 17 contains 14478 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20769 members 
Mstep: Class 20 contains 17411 members 
Mstep: Class 21 contains 13183 members 
Mstep: Class 22 contains 30182 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 14003 members 
Mstep: Class 26 contains 4423 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14007 members 
Mstep: Class 29 contains 17251 members 
Mstep: Class 30 contains 89748 members 
Mstep: Class 31 contains 42292 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 69968 members 
Mstep: Class 34 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242776.000000 Penalty: 20813.578125
Iteration 421Q: 35 clusters Score -4.224278e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 42876 members 
Mstep: Class 7 contains 43860 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 13201 members 
Mstep: Class 11 contains 81310 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 83352 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 52950 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 1842 members 
Mstep: Class 19 contains 20757 members 
Mstep: Class 20 contains 17436 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 30184 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 14080 members 
Mstep: Class 26 contains 4421 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 14002 members 
Mstep: Class 29 contains 17211 members 
Mstep: Class 30 contains 89751 members 
Mstep: Class 31 contains 42269 members 
Mstep: Class 32 contains 1470 members 
Mstep: Class 33 contains 69651 members 
Mstep: Class 34 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242768.000000 Penalty: 20813.578125
Iteration 422Q: 35 clusters Score -4.224277e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 42869 members 
Mstep: Class 7 contains 43851 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 13192 members 
Mstep: Class 11 contains 81310 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 83475 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 53152 members 
Mstep: Class 17 contains 14452 members 
Mstep: Class 18 contains 1842 members 
Mstep: Class 19 contains 20750 members 
Mstep: Class 20 contains 17459 members 
Mstep: Class 21 contains 13220 members 
Mstep: Class 22 contains 30181 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 14155 members 
Mstep: Class 26 contains 4420 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 13995 members 
Mstep: Class 29 contains 17181 members 
Mstep: Class 30 contains 89748 members 
Mstep: Class 31 contains 42253 members 
Mstep: Class 32 contains 1470 members 
Mstep: Class 33 contains 69304 members 
Mstep: Class 34 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242696.000000 Penalty: 20813.578125
Iteration 423Q: 35 clusters Score -4.22427e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 42868 members 
Mstep: Class 7 contains 43837 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 81297 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3123 members 
Mstep: Class 14 contains 83566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 53374 members 
Mstep: Class 17 contains 14433 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20752 members 
Mstep: Class 20 contains 17484 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 30180 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 14238 members 
Mstep: Class 26 contains 4417 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 13987 members 
Mstep: Class 29 contains 17137 members 
Mstep: Class 30 contains 89746 members 
Mstep: Class 31 contains 42230 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 68957 members 
Mstep: Class 34 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242680.000000 Penalty: 20813.578125
Iteration 424Q: 35 clusters Score -4.224268e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 42867 members 
Mstep: Class 7 contains 43818 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 13189 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 53596 members 
Mstep: Class 17 contains 14405 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20755 members 
Mstep: Class 20 contains 17505 members 
Mstep: Class 21 contains 13281 members 
Mstep: Class 22 contains 30181 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 14326 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 13982 members 
Mstep: Class 29 contains 17090 members 
Mstep: Class 30 contains 89759 members 
Mstep: Class 31 contains 42204 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 68644 members 
Mstep: Class 34 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242696.000000 Penalty: 20813.578125
Iteration 425Q: 35 clusters Score -4.22427e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 42862 members 
Mstep: Class 7 contains 43798 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 13178 members 
Mstep: Class 11 contains 81307 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 14 contains 83674 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 53835 members 
Mstep: Class 17 contains 14390 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20754 members 
Mstep: Class 20 contains 17524 members 
Mstep: Class 21 contains 13313 members 
Mstep: Class 22 contains 30184 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3144 members 
Mstep: Class 25 contains 14407 members 
Mstep: Class 26 contains 4406 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 13975 members 
Mstep: Class 29 contains 17044 members 
Mstep: Class 30 contains 89759 members 
Mstep: Class 31 contains 42188 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 68312 members 
Mstep: Class 34 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242528.000000 Penalty: 20813.578125
Iteration 426Q: 35 clusters Score -4.224253e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 42855 members 
Mstep: Class 7 contains 43790 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 13163 members 
Mstep: Class 11 contains 81326 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 83681 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 54094 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20754 members 
Mstep: Class 20 contains 17554 members 
Mstep: Class 21 contains 13330 members 
Mstep: Class 22 contains 30189 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 14481 members 
Mstep: Class 26 contains 4404 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 13968 members 
Mstep: Class 29 contains 16995 members 
Mstep: Class 30 contains 89762 members 
Mstep: Class 31 contains 42159 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 67997 members 
Mstep: Class 34 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242492.000000 Penalty: 20813.578125
Iteration 427Q: 35 clusters Score -4.224249e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 42850 members 
Mstep: Class 7 contains 43789 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 11 contains 81380 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 83674 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 54325 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 1842 members 
Mstep: Class 19 contains 20755 members 
Mstep: Class 20 contains 17573 members 
Mstep: Class 21 contains 13360 members 
Mstep: Class 22 contains 30193 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 14547 members 
Mstep: Class 26 contains 4403 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 13961 members 
Mstep: Class 29 contains 16944 members 
Mstep: Class 30 contains 89774 members 
Mstep: Class 31 contains 42135 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 67682 members 
Mstep: Class 34 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242440.000000 Penalty: 20813.578125
Iteration 428Q: 35 clusters Score -4.224244e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 42845 members 
Mstep: Class 7 contains 43790 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 13141 members 
Mstep: Class 11 contains 81439 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 83626 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 54564 members 
Mstep: Class 17 contains 14361 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20743 members 
Mstep: Class 20 contains 17580 members 
Mstep: Class 21 contains 13383 members 
Mstep: Class 22 contains 30194 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 14622 members 
Mstep: Class 26 contains 4403 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 16896 members 
Mstep: Class 30 contains 89780 members 
Mstep: Class 31 contains 42121 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 67414 members 
Mstep: Class 34 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242580.000000 Penalty: 20813.578125
Iteration 429Q: 35 clusters Score -4.224258e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 42833 members 
Mstep: Class 7 contains 43794 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 13144 members 
Mstep: Class 11 contains 81478 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 83593 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 54797 members 
Mstep: Class 17 contains 14347 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20737 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 30193 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3174 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 4403 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 13946 members 
Mstep: Class 29 contains 16844 members 
Mstep: Class 30 contains 89788 members 
Mstep: Class 31 contains 42121 members 
Mstep: Class 32 contains 1470 members 
Mstep: Class 33 contains 67144 members 
Mstep: Class 34 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242432.000000 Penalty: 20813.578125
Iteration 430Q: 35 clusters Score -4.224243e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 42823 members 
Mstep: Class 7 contains 43796 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 13150 members 
Mstep: Class 11 contains 81517 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 83498 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 55074 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20735 members 
Mstep: Class 20 contains 17572 members 
Mstep: Class 21 contains 13412 members 
Mstep: Class 22 contains 30198 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 14787 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13941 members 
Mstep: Class 29 contains 16784 members 
Mstep: Class 30 contains 89778 members 
Mstep: Class 31 contains 42128 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 66888 members 
Mstep: Class 34 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242232.000000 Penalty: 20813.578125
Iteration 431Q: 35 clusters Score -4.224223e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3850 members 
Mstep: Class 6 contains 42818 members 
Mstep: Class 7 contains 43788 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 11 contains 81563 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 83439 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 55342 members 
Mstep: Class 17 contains 14331 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20729 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 13419 members 
Mstep: Class 22 contains 30203 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 14865 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 13929 members 
Mstep: Class 29 contains 16732 members 
Mstep: Class 30 contains 89772 members 
Mstep: Class 31 contains 42133 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 66615 members 
Mstep: Class 34 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242088.000000 Penalty: 20813.578125
Iteration 432Q: 35 clusters Score -4.224209e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 42809 members 
Mstep: Class 7 contains 43774 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 13161 members 
Mstep: Class 11 contains 81624 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 83310 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 55629 members 
Mstep: Class 17 contains 14316 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 20722 members 
Mstep: Class 20 contains 17569 members 
Mstep: Class 21 contains 13431 members 
Mstep: Class 22 contains 30204 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 4401 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 13918 members 
Mstep: Class 29 contains 16694 members 
Mstep: Class 30 contains 89770 members 
Mstep: Class 31 contains 42132 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 66378 members 
Mstep: Class 34 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241976.000000 Penalty: 20813.578125
Iteration 433Q: 35 clusters Score -4.224198e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 42800 members 
Mstep: Class 7 contains 43763 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 13162 members 
Mstep: Class 11 contains 81680 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 83205 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 55870 members 
Mstep: Class 17 contains 14304 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20719 members 
Mstep: Class 20 contains 17571 members 
Mstep: Class 21 contains 13438 members 
Mstep: Class 22 contains 30204 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3189 members 
Mstep: Class 25 contains 14986 members 
Mstep: Class 26 contains 4400 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 13907 members 
Mstep: Class 29 contains 16657 members 
Mstep: Class 30 contains 89782 members 
Mstep: Class 31 contains 42123 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 66157 members 
Mstep: Class 34 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242096.000000 Penalty: 20813.578125
Iteration 434Q: 35 clusters Score -4.22421e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 42794 members 
Mstep: Class 7 contains 43754 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13167 members 
Mstep: Class 11 contains 81739 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 83069 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 56134 members 
Mstep: Class 17 contains 14289 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20721 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 21 contains 13443 members 
Mstep: Class 22 contains 30206 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3194 members 
Mstep: Class 25 contains 15044 members 
Mstep: Class 26 contains 4400 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13890 members 
Mstep: Class 29 contains 16636 members 
Mstep: Class 30 contains 89782 members 
Mstep: Class 31 contains 42122 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 65936 members 
Mstep: Class 34 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242148.000000 Penalty: 20813.578125
Iteration 435Q: 35 clusters Score -4.224215e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 42790 members 
Mstep: Class 7 contains 43754 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 13179 members 
Mstep: Class 11 contains 81836 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 82918 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 56385 members 
Mstep: Class 17 contains 14273 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 20728 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 13450 members 
Mstep: Class 22 contains 30207 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3199 members 
Mstep: Class 25 contains 15101 members 
Mstep: Class 26 contains 4399 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 16612 members 
Mstep: Class 30 contains 89768 members 
Mstep: Class 31 contains 42119 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 65706 members 
Mstep: Class 34 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241968.000000 Penalty: 20813.578125
Iteration 436Q: 35 clusters Score -4.224197e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 42786 members 
Mstep: Class 7 contains 43770 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 13178 members 
Mstep: Class 11 contains 81932 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 82756 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 56640 members 
Mstep: Class 17 contains 14259 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 20727 members 
Mstep: Class 20 contains 17559 members 
Mstep: Class 21 contains 13454 members 
Mstep: Class 22 contains 30214 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3203 members 
Mstep: Class 25 contains 15142 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 16579 members 
Mstep: Class 30 contains 89761 members 
Mstep: Class 31 contains 42122 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 65503 members 
Mstep: Class 34 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241924.000000 Penalty: 20813.578125
Iteration 437Q: 35 clusters Score -4.224192e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 42795 members 
Mstep: Class 7 contains 43778 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 13180 members 
Mstep: Class 11 contains 82036 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 82616 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 56842 members 
Mstep: Class 17 contains 14242 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 20725 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 21 contains 13459 members 
Mstep: Class 22 contains 30218 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3209 members 
Mstep: Class 25 contains 15187 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13837 members 
Mstep: Class 29 contains 16555 members 
Mstep: Class 30 contains 89739 members 
Mstep: Class 31 contains 42129 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 65319 members 
Mstep: Class 34 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241840.000000 Penalty: 20813.578125
Iteration 438Q: 35 clusters Score -4.224184e+07 nChanged 792
Entering ConstructFrom: 
Score: -42241840.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -62004.574219 Penalty: 312.634644
	Iteration 0F: 2 clusters Score -62004.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -61197.886719 Penalty: 625.269287
	Iteration 0F: 3 clusters Score -61197.89 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61428.390625 Penalty: 625.269287
	Iteration 1F: 3 clusters Score -61428.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61473.960938 Penalty: 625.269287
	Iteration 2F: 3 clusters Score -61473.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -61507.109375 Penalty: 625.269287
	Iteration 3Q: 3 clusters Score -61507.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61533.257812 Penalty: 625.269287
	Iteration 4F: 3 clusters Score -61533.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61552.707031 Penalty: 625.269287
	Iteration 5Q: 3 clusters Score -61552.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61570.105469 Penalty: 625.269287
	Iteration 6Q: 3 clusters Score -61570.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -61588.523438 Penalty: 625.269287
	Iteration 7Q: 3 clusters Score -61588.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61609.902344 Penalty: 625.269287
	Iteration 8Q: 3 clusters Score -61609.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61636.816406 Penalty: 625.269287
	Iteration 9Q: 3 clusters Score -61636.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61670.054688 Penalty: 625.269287
	Iteration 10Q: 3 clusters Score -61670.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61693.257812 Penalty: 625.269287
	Iteration 11Q: 3 clusters Score -61693.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61717.265625 Penalty: 625.269287
	Iteration 12Q: 3 clusters Score -61717.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61732.777344 Penalty: 625.269287
	Iteration 13Q: 3 clusters Score -61732.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61739.554688 Penalty: 625.269287
	Iteration 14Q: 3 clusters Score -61739.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61742.398438 Penalty: 625.269287
	Iteration 15Q: 3 clusters Score -61742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61747.292969 Penalty: 625.269287
	Iteration 16Q: 3 clusters Score -61747.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61751.183594 Penalty: 625.269287
	Iteration 17Q: 3 clusters Score -61751.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61757.351562 Penalty: 625.269287
	Iteration 18Q: 3 clusters Score -61757.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -61764.582031 Penalty: 625.269287
	Iteration 19Q: 3 clusters Score -61764.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61770.066406 Penalty: 625.269287
	Iteration 20F: 3 clusters Score -61770.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61773.031250 Penalty: 625.269287
	Iteration 21Q: 3 clusters Score -61773.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61774.242188 Penalty: 625.269287
	Iteration 22Q: 3 clusters Score -61774.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61776.351562 Penalty: 625.269287
	Iteration 23Q: 3 clusters Score -61776.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61779.480469 Penalty: 625.269287
	Iteration 24Q: 3 clusters Score -61779.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -61783.187500 Penalty: 625.269287
	Iteration 25Q: 3 clusters Score -61783.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61785.894531 Penalty: 625.269287
	Iteration 26Q: 3 clusters Score -61785.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61791.695312 Penalty: 625.269287
	Iteration 27Q: 3 clusters Score -61791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -61793.488281 Penalty: 625.269287
	Iteration 28Q: 3 clusters Score -61793.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61796.949219 Penalty: 625.269287
	Iteration 29Q: 3 clusters Score -61796.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61801.089844 Penalty: 625.269287
	Iteration 30Q: 3 clusters Score -61801.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61806.539062 Penalty: 625.269287
	Iteration 31Q: 3 clusters Score -61806.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61814.492188 Penalty: 625.269287
	Iteration 32Q: 3 clusters Score -61814.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -61816.691406 Penalty: 625.269287
	Iteration 33Q: 3 clusters Score -61816.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61817.488281 Penalty: 625.269287
	Iteration 34Q: 3 clusters Score -61817.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61818.828125 Penalty: 625.269287
	Iteration 35Q: 3 clusters Score -61818.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -61820.566406 Penalty: 625.269287
	Iteration 36Q: 3 clusters Score -61820.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61822.132812 Penalty: 625.269287
	Iteration 37Q: 3 clusters Score -61822.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -61823.039062 Penalty: 625.269287
	Iteration 38Q: 3 clusters Score -61823.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61825.718750 Penalty: 625.269287
	Iteration 39Q: 3 clusters Score -61825.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -61828.183594 Penalty: 625.269287
	Iteration 40F: 3 clusters Score -61828.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -61829.035156 Penalty: 625.269287
	Iteration 41Q: 3 clusters Score -61829.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -61829.425781 Penalty: 625.269287
	Iteration 42Q: 3 clusters Score -61829.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61829.585938 Penalty: 625.269287
	Iteration 43Q: 3 clusters Score -61829.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61829.703125 Penalty: 625.269287
	Iteration 44Q: 3 clusters Score -61829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61829.703125 Penalty: 625.269287
	Iteration 45F: 3 clusters Score -61829.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -238323.156250 Penalty: 379.890778
	Iteration 0F: 2 clusters Score -238323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -235392.875000 Penalty: 759.781555
	Iteration 0F: 3 clusters Score -235392.9 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -236550.625000 Penalty: 759.781555
	Iteration 1F: 3 clusters Score -236550.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -236752.093750 Penalty: 759.781555
	Iteration 2F: 3 clusters Score -236752.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -236964.984375 Penalty: 759.781555
	Iteration 3F: 3 clusters Score -236965 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -237183.281250 Penalty: 759.781555
	Iteration 4F: 3 clusters Score -237183.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -237398.125000 Penalty: 759.781555
	Iteration 5F: 3 clusters Score -237398.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -237557.046875 Penalty: 759.781555
	Iteration 6F: 3 clusters Score -237557 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -237663.093750 Penalty: 759.781555
	Iteration 7Q: 3 clusters Score -237663.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -237749.390625 Penalty: 759.781555
	Iteration 8Q: 3 clusters Score -237749.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -237798.921875 Penalty: 759.781555
	Iteration 9Q: 3 clusters Score -237798.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -237829.984375 Penalty: 759.781555
	Iteration 10Q: 3 clusters Score -237830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -237858.375000 Penalty: 759.781555
	Iteration 11Q: 3 clusters Score -237858.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -237881.453125 Penalty: 759.781555
	Iteration 12Q: 3 clusters Score -237881.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -237902.500000 Penalty: 759.781555
	Iteration 13Q: 3 clusters Score -237902.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -237937.906250 Penalty: 759.781555
	Iteration 14Q: 3 clusters Score -237937.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -237972.968750 Penalty: 759.781555
	Iteration 15Q: 3 clusters Score -237973 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -238016.734375 Penalty: 759.781555
	Iteration 16Q: 3 clusters Score -238016.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -238059.984375 Penalty: 759.781555
	Iteration 17Q: 3 clusters Score -238060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -238089.171875 Penalty: 759.781555
	Iteration 18Q: 3 clusters Score -238089.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -238106.265625 Penalty: 759.781555
	Iteration 19Q: 3 clusters Score -238106.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -238119.234375 Penalty: 759.781555
	Iteration 20F: 3 clusters Score -238119.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -238132.109375 Penalty: 759.781555
	Iteration 21Q: 3 clusters Score -238132.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -238140.781250 Penalty: 759.781555
	Iteration 22Q: 3 clusters Score -238140.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -238145.437500 Penalty: 759.781555
	Iteration 23Q: 3 clusters Score -238145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -238148.734375 Penalty: 759.781555
	Iteration 24Q: 3 clusters Score -238148.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -238151.000000 Penalty: 759.781555
	Iteration 25Q: 3 clusters Score -238151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -238152.765625 Penalty: 759.781555
	Iteration 26Q: 3 clusters Score -238152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -238154.390625 Penalty: 759.781555
	Iteration 27Q: 3 clusters Score -238154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -238155.078125 Penalty: 759.781555
	Iteration 28Q: 3 clusters Score -238155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -238157.343750 Penalty: 759.781555
	Iteration 29Q: 3 clusters Score -238157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -238159.375000 Penalty: 759.781555
	Iteration 30Q: 3 clusters Score -238159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -238160.937500 Penalty: 759.781555
	Iteration 31Q: 3 clusters Score -238160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -238161.468750 Penalty: 759.781555
	Iteration 32Q: 3 clusters Score -238161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -238161.671875 Penalty: 759.781555
	Iteration 33Q: 3 clusters Score -238161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -238161.671875 Penalty: 759.781555
	Iteration 34F: 3 clusters Score -238161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -114697.359375 Penalty: 342.367554
	Iteration 0F: 2 clusters Score -114697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -113341.601562 Penalty: 684.735107
	Iteration 0F: 3 clusters Score -113341.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -113795.765625 Penalty: 684.735107
	Iteration 1F: 3 clusters Score -113795.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -113862.585938 Penalty: 684.735107
	Iteration 2F: 3 clusters Score -113862.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -113903.539062 Penalty: 684.735107
	Iteration 3F: 3 clusters Score -113903.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -113929.734375 Penalty: 684.735107
	Iteration 4Q: 3 clusters Score -113929.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -113950.250000 Penalty: 684.735107
	Iteration 5Q: 3 clusters Score -113950.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113970.828125 Penalty: 684.735107
	Iteration 6Q: 3 clusters Score -113970.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -113988.687500 Penalty: 684.735107
	Iteration 7Q: 3 clusters Score -113988.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114008.328125 Penalty: 684.735107
	Iteration 8Q: 3 clusters Score -114008.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -114023.601562 Penalty: 684.735107
	Iteration 9Q: 3 clusters Score -114023.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114043.625000 Penalty: 684.735107
	Iteration 10Q: 3 clusters Score -114043.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -114079.718750 Penalty: 684.735107
	Iteration 11Q: 3 clusters Score -114079.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114106.296875 Penalty: 684.735107
	Iteration 12Q: 3 clusters Score -114106.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114122.156250 Penalty: 684.735107
	Iteration 13Q: 3 clusters Score -114122.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114142.640625 Penalty: 684.735107
	Iteration 14Q: 3 clusters Score -114142.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114167.109375 Penalty: 684.735107
	Iteration 15Q: 3 clusters Score -114167.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -114198.296875 Penalty: 684.735107
	Iteration 16Q: 3 clusters Score -114198.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -114240.007812 Penalty: 684.735107
	Iteration 17Q: 3 clusters Score -114240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -114274.351562 Penalty: 684.735107
	Iteration 18Q: 3 clusters Score -114274.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -114303.671875 Penalty: 684.735107
	Iteration 19Q: 3 clusters Score -114303.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -114332.375000 Penalty: 684.735107
	Iteration 20F: 3 clusters Score -114332.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -114358.109375 Penalty: 684.735107
	Iteration 21Q: 3 clusters Score -114358.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -114369.664062 Penalty: 684.735107
	Iteration 22Q: 3 clusters Score -114369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -114379.617188 Penalty: 684.735107
	Iteration 23Q: 3 clusters Score -114379.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -114397.125000 Penalty: 684.735107
	Iteration 24Q: 3 clusters Score -114397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -114408.500000 Penalty: 684.735107
	Iteration 25Q: 3 clusters Score -114408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -114415.820312 Penalty: 684.735107
	Iteration 26Q: 3 clusters Score -114415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -114420.195312 Penalty: 684.735107
	Iteration 27Q: 3 clusters Score -114420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -114424.687500 Penalty: 684.735107
	Iteration 28Q: 3 clusters Score -114424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -114425.546875 Penalty: 684.735107
	Iteration 29Q: 3 clusters Score -114425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -114426.968750 Penalty: 684.735107
	Iteration 30Q: 3 clusters Score -114427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -114431.187500 Penalty: 684.735107
	Iteration 31Q: 3 clusters Score -114431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -114434.710938 Penalty: 684.735107
	Iteration 32Q: 3 clusters Score -114434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -114437.523438 Penalty: 684.735107
	Iteration 33Q: 3 clusters Score -114437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -114440.125000 Penalty: 684.735107
	Iteration 34Q: 3 clusters Score -114440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -114441.726562 Penalty: 684.735107
	Iteration 35Q: 3 clusters Score -114441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -114443.562500 Penalty: 684.735107
	Iteration 36Q: 3 clusters Score -114443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -114447.085938 Penalty: 684.735107
	Iteration 37Q: 3 clusters Score -114447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -114447.085938 Penalty: 684.735107
	Iteration 38F: 3 clusters Score -114447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -53293.429688 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -53293.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52466.945312 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -52466.95 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -52807.472656 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -52807.47 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52951.812500 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -52951.81 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53048.097656 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -53048.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -53118.761719 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -53118.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53165.523438 Penalty: 632.611267
	Iteration 5F: 3 clusters Score -53165.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -53210.097656 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -53210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -53250.406250 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -53250.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -53275.042969 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -53275.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53283.632812 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -53283.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -53290.859375 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -53290.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53296.468750 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -53296.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53298.714844 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -53298.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53301.332031 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -53301.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53302.335938 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -53302.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -53303.234375 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -53303.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -53303.382812 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -53303.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53303.585938 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -53303.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53303.585938 Penalty: 632.611267
	Iteration 18F: 3 clusters Score -53303.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 326 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 42807 members 
Mstep: Class 7 contains 43783 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 82166 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 82440 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57056 members 
Mstep: Class 17 contains 14215 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20727 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 30218 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3214 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13821 members 
Mstep: Class 29 contains 16524 members 
Mstep: Class 30 contains 89711 members 
Mstep: Class 31 contains 42134 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 65167 members 
Mstep: Class 34 contains 975 members 
Mstep: Class 35 contains 719 members 
Entering Unmasked Estep 
Score: -42241552.000000 Penalty: 21425.742188
Splitting cluster 4 changes total score from -42241840.000000 to -42241552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -256392.546875 Penalty: 375.922943
	Iteration 0F: 2 clusters Score -256392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -253717.296875 Penalty: 751.845886
	Iteration 0F: 3 clusters Score -253717.3 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -254691.359375 Penalty: 751.845886
	Iteration 1F: 3 clusters Score -254691.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -254790.875000 Penalty: 751.845886
	Iteration 2F: 3 clusters Score -254790.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -254893.031250 Penalty: 751.845886
	Iteration 3F: 3 clusters Score -254893 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -254996.765625 Penalty: 751.845886
	Iteration 4Q: 3 clusters Score -254996.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -255121.671875 Penalty: 751.845886
	Iteration 5F: 3 clusters Score -255121.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -255262.734375 Penalty: 751.845886
	Iteration 6Q: 3 clusters Score -255262.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -255402.421875 Penalty: 751.845886
	Iteration 7F: 3 clusters Score -255402.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -255491.656250 Penalty: 751.845886
	Iteration 8Q: 3 clusters Score -255491.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -255540.484375 Penalty: 751.845886
	Iteration 9Q: 3 clusters Score -255540.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -255568.218750 Penalty: 751.845886
	Iteration 10Q: 3 clusters Score -255568.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -255581.375000 Penalty: 751.845886
	Iteration 11Q: 3 clusters Score -255581.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -255591.734375 Penalty: 751.845886
	Iteration 12Q: 3 clusters Score -255591.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -255599.687500 Penalty: 751.845886
	Iteration 13Q: 3 clusters Score -255599.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -255606.921875 Penalty: 751.845886
	Iteration 14Q: 3 clusters Score -255606.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -255610.859375 Penalty: 751.845886
	Iteration 15Q: 3 clusters Score -255610.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -255614.640625 Penalty: 751.845886
	Iteration 16Q: 3 clusters Score -255614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -255616.968750 Penalty: 751.845886
	Iteration 17Q: 3 clusters Score -255617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -255620.453125 Penalty: 751.845886
	Iteration 18Q: 3 clusters Score -255620.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -255622.453125 Penalty: 751.845886
	Iteration 19Q: 3 clusters Score -255622.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -255623.812500 Penalty: 751.845886
	Iteration 20F: 3 clusters Score -255623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -255624.328125 Penalty: 751.845886
	Iteration 21Q: 3 clusters Score -255624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -255624.906250 Penalty: 751.845886
	Iteration 22Q: 3 clusters Score -255624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -255626.734375 Penalty: 751.845886
	Iteration 23Q: 3 clusters Score -255626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -255628.125000 Penalty: 751.845886
	Iteration 24Q: 3 clusters Score -255628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -255629.312500 Penalty: 751.845886
	Iteration 25Q: 3 clusters Score -255629.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -255631.015625 Penalty: 751.845886
	Iteration 26Q: 3 clusters Score -255631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -255632.578125 Penalty: 751.845886
	Iteration 27Q: 3 clusters Score -255632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -255635.390625 Penalty: 751.845886
	Iteration 28Q: 3 clusters Score -255635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -255636.406250 Penalty: 751.845886
	Iteration 29Q: 3 clusters Score -255636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -255637.703125 Penalty: 751.845886
	Iteration 30Q: 3 clusters Score -255637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -255637.718750 Penalty: 751.845886
	Iteration 31Q: 3 clusters Score -255637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -255639.421875 Penalty: 751.845886
	Iteration 32Q: 3 clusters Score -255639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -255640.375000 Penalty: 751.845886
	Iteration 33Q: 3 clusters Score -255640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -255640.984375 Penalty: 751.845886
	Iteration 34Q: 3 clusters Score -255641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -255642.406250 Penalty: 751.845886
	Iteration 35Q: 3 clusters Score -255642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -255643.921875 Penalty: 751.845886
	Iteration 36Q: 3 clusters Score -255643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -255644.671875 Penalty: 751.845886
	Iteration 37Q: 3 clusters Score -255644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -255646.328125 Penalty: 751.845886
	Iteration 38Q: 3 clusters Score -255646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -255646.984375 Penalty: 751.845886
	Iteration 39Q: 3 clusters Score -255647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -255649.343750 Penalty: 751.845886
	Iteration 40F: 3 clusters Score -255649.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -255652.562500 Penalty: 751.845886
	Iteration 41Q: 3 clusters Score -255652.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -255656.484375 Penalty: 751.845886
	Iteration 42Q: 3 clusters Score -255656.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -255659.734375 Penalty: 751.845886
	Iteration 43Q: 3 clusters Score -255659.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -255662.625000 Penalty: 751.845886
	Iteration 44Q: 3 clusters Score -255662.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -255664.625000 Penalty: 751.845886
	Iteration 45Q: 3 clusters Score -255664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -255665.296875 Penalty: 751.845886
	Iteration 46Q: 3 clusters Score -255665.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -255667.203125 Penalty: 751.845886
	Iteration 47Q: 3 clusters Score -255667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -255667.765625 Penalty: 751.845886
	Iteration 48Q: 3 clusters Score -255667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -255669.390625 Penalty: 751.845886
	Iteration 49Q: 3 clusters Score -255669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -255670.593750 Penalty: 751.845886
	Iteration 50Q: 3 clusters Score -255670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -255674.046875 Penalty: 751.845886
	Iteration 51Q: 3 clusters Score -255674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -255677.171875 Penalty: 751.845886
	Iteration 52Q: 3 clusters Score -255677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -255680.484375 Penalty: 751.845886
	Iteration 53Q: 3 clusters Score -255680.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -255686.281250 Penalty: 751.845886
	Iteration 54Q: 3 clusters Score -255686.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -255691.062500 Penalty: 751.845886
	Iteration 55Q: 3 clusters Score -255691.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -255695.078125 Penalty: 751.845886
	Iteration 56Q: 3 clusters Score -255695.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -255699.484375 Penalty: 751.845886
	Iteration 57Q: 3 clusters Score -255699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -255705.156250 Penalty: 751.845886
	Iteration 58Q: 3 clusters Score -255705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -255709.859375 Penalty: 751.845886
	Iteration 59Q: 3 clusters Score -255709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -255713.093750 Penalty: 751.845886
	Iteration 60F: 3 clusters Score -255713.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -255716.390625 Penalty: 751.845886
	Iteration 61Q: 3 clusters Score -255716.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -255719.453125 Penalty: 751.845886
	Iteration 62Q: 3 clusters Score -255719.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -255722.375000 Penalty: 751.845886
	Iteration 63Q: 3 clusters Score -255722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -255726.281250 Penalty: 751.845886
	Iteration 64Q: 3 clusters Score -255726.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -255729.515625 Penalty: 751.845886
	Iteration 65Q: 3 clusters Score -255729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -255733.515625 Penalty: 751.845886
	Iteration 66Q: 3 clusters Score -255733.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -255739.546875 Penalty: 751.845886
	Iteration 67Q: 3 clusters Score -255739.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -255744.890625 Penalty: 751.845886
	Iteration 68Q: 3 clusters Score -255744.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -255749.625000 Penalty: 751.845886
	Iteration 69Q: 3 clusters Score -255749.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -255754.656250 Penalty: 751.845886
	Iteration 70Q: 3 clusters Score -255754.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -255756.703125 Penalty: 751.845886
	Iteration 71Q: 3 clusters Score -255756.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -255761.890625 Penalty: 751.845886
	Iteration 72Q: 3 clusters Score -255761.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -255766.609375 Penalty: 751.845886
	Iteration 73Q: 3 clusters Score -255766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -255771.625000 Penalty: 751.845886
	Iteration 74Q: 3 clusters Score -255771.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -255777.750000 Penalty: 751.845886
	Iteration 75Q: 3 clusters Score -255777.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -255790.515625 Penalty: 751.845886
	Iteration 76Q: 3 clusters Score -255790.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -255804.296875 Penalty: 751.845886
	Iteration 77Q: 3 clusters Score -255804.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -255822.156250 Penalty: 751.845886
	Iteration 78Q: 3 clusters Score -255822.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -255840.703125 Penalty: 751.845886
	Iteration 79Q: 3 clusters Score -255840.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -255861.953125 Penalty: 751.845886
	Iteration 80F: 3 clusters Score -255862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -255879.062500 Penalty: 751.845886
	Iteration 81Q: 3 clusters Score -255879.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -255893.515625 Penalty: 751.845886
	Iteration 82Q: 3 clusters Score -255893.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -255911.640625 Penalty: 751.845886
	Iteration 83Q: 3 clusters Score -255911.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -255931.500000 Penalty: 751.845886
	Iteration 84Q: 3 clusters Score -255931.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -255949.218750 Penalty: 751.845886
	Iteration 85Q: 3 clusters Score -255949.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -255962.312500 Penalty: 751.845886
	Iteration 86Q: 3 clusters Score -255962.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -255972.328125 Penalty: 751.845886
	Iteration 87Q: 3 clusters Score -255972.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -255982.312500 Penalty: 751.845886
	Iteration 88Q: 3 clusters Score -255982.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -255994.781250 Penalty: 751.845886
	Iteration 89Q: 3 clusters Score -255994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -256009.625000 Penalty: 751.845886
	Iteration 90Q: 3 clusters Score -256009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -256022.453125 Penalty: 751.845886
	Iteration 91Q: 3 clusters Score -256022.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -256038.796875 Penalty: 751.845886
	Iteration 92Q: 3 clusters Score -256038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -256045.406250 Penalty: 751.845886
	Iteration 93Q: 3 clusters Score -256045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -256048.625000 Penalty: 751.845886
	Iteration 94Q: 3 clusters Score -256048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -256051.390625 Penalty: 751.845886
	Iteration 95Q: 3 clusters Score -256051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -256052.546875 Penalty: 751.845886
	Iteration 96Q: 3 clusters Score -256052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -256054.265625 Penalty: 751.845886
	Iteration 97Q: 3 clusters Score -256054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -256057.515625 Penalty: 751.845886
	Iteration 98Q: 3 clusters Score -256057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -256059.796875 Penalty: 751.845886
	Iteration 99Q: 3 clusters Score -256059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -256061.468750 Penalty: 751.845886
	Iteration 100F: 3 clusters Score -256061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -256062.390625 Penalty: 751.845886
	Iteration 101Q: 3 clusters Score -256062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -256062.828125 Penalty: 751.845886
	Iteration 102Q: 3 clusters Score -256062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -256063.390625 Penalty: 751.845886
	Iteration 103Q: 3 clusters Score -256063.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -256063.390625 Penalty: 751.845886
	Iteration 104F: 3 clusters Score -256063.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Entering Unmasked Estep 
Score: -2831365.500000 Penalty: 485.232819
	Iteration 0F: 2 clusters Score -2831366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2803257.000000 Penalty: 970.465637
	Iteration 0F: 3 clusters Score -2803257 nChanged 20708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2815248.250000 Penalty: 970.465637
	Iteration 1F: 3 clusters Score -2815248 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2815701.750000 Penalty: 970.465637
	Iteration 2Q: 3 clusters Score -2815702 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2816514.750000 Penalty: 970.465637
	Iteration 3Q: 3 clusters Score -2816515 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2817945.250000 Penalty: 970.465637
	Iteration 4F: 3 clusters Score -2817945 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2820045.500000 Penalty: 970.465637
	Iteration 5F: 3 clusters Score -2820046 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -2822526.000000 Penalty: 970.465637
	Iteration 6F: 3 clusters Score -2822526 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2824914.750000 Penalty: 970.465637
	Iteration 7F: 3 clusters Score -2824915 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -2826663.250000 Penalty: 970.465637
	Iteration 8Q: 3 clusters Score -2826663 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -2827766.500000 Penalty: 970.465637
	Iteration 9Q: 3 clusters Score -2827766 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -2828534.500000 Penalty: 970.465637
	Iteration 10Q: 3 clusters Score -2828534 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -2828995.750000 Penalty: 970.465637
	Iteration 11Q: 3 clusters Score -2828996 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -2829450.000000 Penalty: 970.465637
	Iteration 12Q: 3 clusters Score -2829450 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -2829841.750000 Penalty: 970.465637
	Iteration 13Q: 3 clusters Score -2829842 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -2830132.750000 Penalty: 970.465637
	Iteration 14Q: 3 clusters Score -2830133 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -2830379.000000 Penalty: 970.465637
	Iteration 15Q: 3 clusters Score -2830379 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -2830535.000000 Penalty: 970.465637
	Iteration 16Q: 3 clusters Score -2830535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -2830678.250000 Penalty: 970.465637
	Iteration 17Q: 3 clusters Score -2830678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -2830775.500000 Penalty: 970.465637
	Iteration 18Q: 3 clusters Score -2830776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -2830842.750000 Penalty: 970.465637
	Iteration 19Q: 3 clusters Score -2830843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -2830884.250000 Penalty: 970.465637
	Iteration 20F: 3 clusters Score -2830884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -2830899.500000 Penalty: 970.465637
	Iteration 21Q: 3 clusters Score -2830900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -2830909.000000 Penalty: 970.465637
	Iteration 22Q: 3 clusters Score -2830909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -2830922.500000 Penalty: 970.465637
	Iteration 23Q: 3 clusters Score -2830922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -2830929.250000 Penalty: 970.465637
	Iteration 24Q: 3 clusters Score -2830929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -2830929.500000 Penalty: 970.465637
	Iteration 25Q: 3 clusters Score -2830930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -2830929.500000 Penalty: 970.465637
	Iteration 26F: 3 clusters Score -2830930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Entering Unmasked Estep 
Score: -2873898.250000 Penalty: 486.258545
	Iteration 0F: 2 clusters Score -2873898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2846300.000000 Penalty: 972.517090
	Iteration 0F: 3 clusters Score -2846300 nChanged 21039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2858854.750000 Penalty: 972.517090
	Iteration 1F: 3 clusters Score -2858855 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2859440.250000 Penalty: 972.517090
	Iteration 2Q: 3 clusters Score -2859440 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2860309.250000 Penalty: 972.517090
	Iteration 3Q: 3 clusters Score -2860309 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2861741.000000 Penalty: 972.517090
	Iteration 4F: 3 clusters Score -2861741 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2863717.250000 Penalty: 972.517090
	Iteration 5F: 3 clusters Score -2863717 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2865964.750000 Penalty: 972.517090
	Iteration 6F: 3 clusters Score -2865965 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2867347.750000 Penalty: 972.517090
	Iteration 7F: 3 clusters Score -2867348 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2867849.000000 Penalty: 972.517090
	Iteration 8Q: 3 clusters Score -2867849 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -2868068.750000 Penalty: 972.517090
	Iteration 9Q: 3 clusters Score -2868069 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2868234.250000 Penalty: 972.517090
	Iteration 10Q: 3 clusters Score -2868234 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -2868388.750000 Penalty: 972.517090
	Iteration 11Q: 3 clusters Score -2868389 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2868544.750000 Penalty: 972.517090
	Iteration 12Q: 3 clusters Score -2868545 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -2868749.000000 Penalty: 972.517090
	Iteration 13Q: 3 clusters Score -2868749 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -2869003.750000 Penalty: 972.517090
	Iteration 14Q: 3 clusters Score -2869004 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -2869331.000000 Penalty: 972.517090
	Iteration 15Q: 3 clusters Score -2869331 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -2869704.000000 Penalty: 972.517090
	Iteration 16Q: 3 clusters Score -2869704 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -2870127.000000 Penalty: 972.517090
	Iteration 17Q: 3 clusters Score -2870127 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -2870548.750000 Penalty: 972.517090
	Iteration 18Q: 3 clusters Score -2870549 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -2871014.750000 Penalty: 972.517090
	Iteration 19Q: 3 clusters Score -2871015 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -2871426.250000 Penalty: 972.517090
	Iteration 20F: 3 clusters Score -2871426 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -2871817.000000 Penalty: 972.517090
	Iteration 21Q: 3 clusters Score -2871817 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -2872171.500000 Penalty: 972.517090
	Iteration 22Q: 3 clusters Score -2872172 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -2872416.000000 Penalty: 972.517090
	Iteration 23Q: 3 clusters Score -2872416 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -2872693.500000 Penalty: 972.517090
	Iteration 24Q: 3 clusters Score -2872694 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -2872895.250000 Penalty: 972.517090
	Iteration 25Q: 3 clusters Score -2872895 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -2873026.250000 Penalty: 972.517090
	Iteration 26Q: 3 clusters Score -2873026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -2873112.500000 Penalty: 972.517090
	Iteration 27Q: 3 clusters Score -2873112 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -2873217.750000 Penalty: 972.517090
	Iteration 28Q: 3 clusters Score -2873218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -2873306.000000 Penalty: 972.517090
	Iteration 29Q: 3 clusters Score -2873306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -2873354.250000 Penalty: 972.517090
	Iteration 30Q: 3 clusters Score -2873354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -2873399.500000 Penalty: 972.517090
	Iteration 31Q: 3 clusters Score -2873400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -2873420.750000 Penalty: 972.517090
	Iteration 32Q: 3 clusters Score -2873421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -2873443.250000 Penalty: 972.517090
	Iteration 33Q: 3 clusters Score -2873443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -2873462.000000 Penalty: 972.517090
	Iteration 34Q: 3 clusters Score -2873462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -2873472.750000 Penalty: 972.517090
	Iteration 35Q: 3 clusters Score -2873473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -2873478.500000 Penalty: 972.517090
	Iteration 36Q: 3 clusters Score -2873478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -2873485.000000 Penalty: 972.517090
	Iteration 37Q: 3 clusters Score -2873485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -2873488.500000 Penalty: 972.517090
	Iteration 38Q: 3 clusters Score -2873488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -2873489.750000 Penalty: 972.517090
	Iteration 39Q: 3 clusters Score -2873490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -2873487.500000 Penalty: 972.517090
	Iteration 40F: 3 clusters Score -2873488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -2873491.250000 Penalty: 972.517090
	Iteration 41Q: 3 clusters Score -2873491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -2873492.750000 Penalty: 972.517090
	Iteration 42Q: 3 clusters Score -2873493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -2873492.750000 Penalty: 972.517090
	Iteration 43Q: 3 clusters Score -2873493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -2873492.500000 Penalty: 972.517090
	Iteration 44Q: 3 clusters Score -2873492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -2873492.500000 Penalty: 972.517090
	Iteration 45F: 3 clusters Score -2873492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -70517.304688 Penalty: 326.589111
	Iteration 0F: 2 clusters Score -70517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69510.406250 Penalty: 653.178223
	Iteration 0F: 3 clusters Score -69510.41 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -69854.335938 Penalty: 653.178223
	Iteration 1F: 3 clusters Score -69854.34 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -69955.195312 Penalty: 653.178223
	Iteration 2F: 3 clusters Score -69955.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -70030.453125 Penalty: 653.178223
	Iteration 3F: 3 clusters Score -70030.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -70099.398438 Penalty: 653.178223
	Iteration 4F: 3 clusters Score -70099.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -70148.796875 Penalty: 653.178223
	Iteration 5Q: 3 clusters Score -70148.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -70184.882812 Penalty: 653.178223
	Iteration 6Q: 3 clusters Score -70184.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -70203.898438 Penalty: 653.178223
	Iteration 7Q: 3 clusters Score -70203.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -70216.671875 Penalty: 653.178223
	Iteration 8Q: 3 clusters Score -70216.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -70224.812500 Penalty: 653.178223
	Iteration 9Q: 3 clusters Score -70224.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -70229.625000 Penalty: 653.178223
	Iteration 10Q: 3 clusters Score -70229.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -70233.960938 Penalty: 653.178223
	Iteration 11Q: 3 clusters Score -70233.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -70240.835938 Penalty: 653.178223
	Iteration 12Q: 3 clusters Score -70240.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70247.929688 Penalty: 653.178223
	Iteration 13Q: 3 clusters Score -70247.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -70254.843750 Penalty: 653.178223
	Iteration 14Q: 3 clusters Score -70254.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -70267.929688 Penalty: 653.178223
	Iteration 15Q: 3 clusters Score -70267.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -70291.187500 Penalty: 653.178223
	Iteration 16Q: 3 clusters Score -70291.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -70329.437500 Penalty: 653.178223
	Iteration 17Q: 3 clusters Score -70329.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -70352.945312 Penalty: 653.178223
	Iteration 18Q: 3 clusters Score -70352.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -70376.210938 Penalty: 653.178223
	Iteration 19Q: 3 clusters Score -70376.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -70393.164062 Penalty: 653.178223
	Iteration 20F: 3 clusters Score -70393.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -70401.859375 Penalty: 653.178223
	Iteration 21Q: 3 clusters Score -70401.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -70408.398438 Penalty: 653.178223
	Iteration 22Q: 3 clusters Score -70408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -70412.000000 Penalty: 653.178223
	Iteration 23Q: 3 clusters Score -70412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -70414.101562 Penalty: 653.178223
	Iteration 24Q: 3 clusters Score -70414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -70417.484375 Penalty: 653.178223
	Iteration 25Q: 3 clusters Score -70417.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -70420.875000 Penalty: 653.178223
	Iteration 26Q: 3 clusters Score -70420.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -70423.375000 Penalty: 653.178223
	Iteration 27Q: 3 clusters Score -70423.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -70424.890625 Penalty: 653.178223
	Iteration 28Q: 3 clusters Score -70424.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -70426.007812 Penalty: 653.178223
	Iteration 29Q: 3 clusters Score -70426.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -70426.765625 Penalty: 653.178223
	Iteration 30Q: 3 clusters Score -70426.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -70426.765625 Penalty: 653.178223
	Iteration 31F: 3 clusters Score -70426.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -188963.234375 Penalty: 364.862427
	Iteration 0F: 2 clusters Score -188963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -186878.140625 Penalty: 729.724854
	Iteration 0F: 3 clusters Score -186878.1 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -187626.218750 Penalty: 729.724854
	Iteration 1F: 3 clusters Score -187626.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -187733.953125 Penalty: 729.724854
	Iteration 2F: 3 clusters Score -187734 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -187876.140625 Penalty: 729.724854
	Iteration 3F: 3 clusters Score -187876.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -188051.062500 Penalty: 729.724854
	Iteration 4F: 3 clusters Score -188051.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -188224.968750 Penalty: 729.724854
	Iteration 5F: 3 clusters Score -188225 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -188359.515625 Penalty: 729.724854
	Iteration 6F: 3 clusters Score -188359.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -188435.734375 Penalty: 729.724854
	Iteration 7Q: 3 clusters Score -188435.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -188495.890625 Penalty: 729.724854
	Iteration 8Q: 3 clusters Score -188495.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -188532.750000 Penalty: 729.724854
	Iteration 9Q: 3 clusters Score -188532.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -188560.015625 Penalty: 729.724854
	Iteration 10Q: 3 clusters Score -188560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -188588.343750 Penalty: 729.724854
	Iteration 11Q: 3 clusters Score -188588.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -188618.578125 Penalty: 729.724854
	Iteration 12Q: 3 clusters Score -188618.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -188656.281250 Penalty: 729.724854
	Iteration 13Q: 3 clusters Score -188656.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -188688.906250 Penalty: 729.724854
	Iteration 14Q: 3 clusters Score -188688.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -188714.531250 Penalty: 729.724854
	Iteration 15Q: 3 clusters Score -188714.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -188729.062500 Penalty: 729.724854
	Iteration 16Q: 3 clusters Score -188729.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -188739.890625 Penalty: 729.724854
	Iteration 17Q: 3 clusters Score -188739.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -188748.125000 Penalty: 729.724854
	Iteration 18Q: 3 clusters Score -188748.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -188755.765625 Penalty: 729.724854
	Iteration 19Q: 3 clusters Score -188755.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -188761.078125 Penalty: 729.724854
	Iteration 20F: 3 clusters Score -188761.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -188763.281250 Penalty: 729.724854
	Iteration 21Q: 3 clusters Score -188763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -188764.500000 Penalty: 729.724854
	Iteration 22Q: 3 clusters Score -188764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -188765.218750 Penalty: 729.724854
	Iteration 23Q: 3 clusters Score -188765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -188765.031250 Penalty: 729.724854
	Iteration 24Q: 3 clusters Score -188765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -188765.250000 Penalty: 729.724854
	Iteration 25Q: 3 clusters Score -188765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -188765.140625 Penalty: 729.724854
	Iteration 26Q: 3 clusters Score -188765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -188765.250000 Penalty: 729.724854
	Iteration 27Q: 3 clusters Score -188765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -188765.234375 Penalty: 729.724854
	Iteration 28Q: 3 clusters Score -188765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -188765.234375 Penalty: 729.724854
	Iteration 29F: 3 clusters Score -188765.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Entering Unmasked Estep 
Score: -807833.000000 Penalty: 431.647552
	Iteration 0F: 2 clusters Score -807833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -799046.000000 Penalty: 863.295105
	Iteration 0F: 3 clusters Score -799046 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -802669.187500 Penalty: 863.295105
	Iteration 1F: 3 clusters Score -802669.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -802936.750000 Penalty: 863.295105
	Iteration 2F: 3 clusters Score -802936.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -803311.437500 Penalty: 863.295105
	Iteration 3F: 3 clusters Score -803311.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -803887.625000 Penalty: 863.295105
	Iteration 4F: 3 clusters Score -803887.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -804787.812500 Penalty: 863.295105
	Iteration 5F: 3 clusters Score -804787.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -805873.250000 Penalty: 863.295105
	Iteration 6F: 3 clusters Score -805873.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -806759.062500 Penalty: 863.295105
	Iteration 7F: 3 clusters Score -806759.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -807208.437500 Penalty: 863.295105
	Iteration 8Q: 3 clusters Score -807208.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -807373.875000 Penalty: 863.295105
	Iteration 9Q: 3 clusters Score -807373.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -807428.375000 Penalty: 863.295105
	Iteration 10Q: 3 clusters Score -807428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -807445.812500 Penalty: 863.295105
	Iteration 11Q: 3 clusters Score -807445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -807456.437500 Penalty: 863.295105
	Iteration 12Q: 3 clusters Score -807456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -807456.437500 Penalty: 863.295105
	Iteration 13F: 3 clusters Score -807456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Entering Unmasked Estep 
Score: -5132592.000000 Penalty: 514.900635
	Iteration 0F: 2 clusters Score -5132592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -5077304.000000 Penalty: 1029.801270
	Iteration 0F: 3 clusters Score -5077304 nChanged 39898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -5101865.000000 Penalty: 1029.801270
	Iteration 1F: 3 clusters Score -5101865 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5103961.500000 Penalty: 1029.801270
	Iteration 2F: 3 clusters Score -5103962 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -5107588.500000 Penalty: 1029.801270
	Iteration 3F: 3 clusters Score -5107588 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -5112823.000000 Penalty: 1029.801270
	Iteration 4F: 3 clusters Score -5112823 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -5118724.500000 Penalty: 1029.801270
	Iteration 5F: 3 clusters Score -5118724 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -5123692.500000 Penalty: 1029.801270
	Iteration 6F: 3 clusters Score -5123692 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -5127116.500000 Penalty: 1029.801270
	Iteration 7Q: 3 clusters Score -5127116 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -5129236.500000 Penalty: 1029.801270
	Iteration 8Q: 3 clusters Score -5129236 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -5130618.500000 Penalty: 1029.801270
	Iteration 9Q: 3 clusters Score -5130618 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -5131406.000000 Penalty: 1029.801270
	Iteration 10Q: 3 clusters Score -5131406 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -5131742.500000 Penalty: 1029.801270
	Iteration 11Q: 3 clusters Score -5131742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -5131933.000000 Penalty: 1029.801270
	Iteration 12Q: 3 clusters Score -5131933 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -5132015.000000 Penalty: 1029.801270
	Iteration 13Q: 3 clusters Score -5132015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -5132051.000000 Penalty: 1029.801270
	Iteration 14Q: 3 clusters Score -5132051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -5132072.500000 Penalty: 1029.801270
	Iteration 15Q: 3 clusters Score -5132072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -5132089.000000 Penalty: 1029.801270
	Iteration 16Q: 3 clusters Score -5132089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -5132095.000000 Penalty: 1029.801270
	Iteration 17Q: 3 clusters Score -5132095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -5132100.000000 Penalty: 1029.801270
	Iteration 18Q: 3 clusters Score -5132100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -5132098.500000 Penalty: 1029.801270
	Iteration 19Q: 3 clusters Score -5132098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -5132107.000000 Penalty: 1029.801270
	Iteration 20F: 3 clusters Score -5132107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -5132110.500000 Penalty: 1029.801270
	Iteration 21Q: 3 clusters Score -5132110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -5132107.500000 Penalty: 1029.801270
	Iteration 22Q: 3 clusters Score -5132108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -5132115.500000 Penalty: 1029.801270
	Iteration 23Q: 3 clusters Score -5132116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -5132117.000000 Penalty: 1029.801270
	Iteration 24Q: 3 clusters Score -5132117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -5132115.500000 Penalty: 1029.801270
	Iteration 25Q: 3 clusters Score -5132116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -5132117.500000 Penalty: 1029.801270
	Iteration 26Q: 3 clusters Score -5132118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -5132117.500000 Penalty: 1029.801270
	Iteration 27F: 3 clusters Score -5132118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2251.240723 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2251.241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2348.022705 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2348.023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2361.742920 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2361.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2362.796143 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2362.796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2362.796143 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -2362.796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -202304.578125 Penalty: 367.875610
	Iteration 0F: 2 clusters Score -202304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -200036.296875 Penalty: 735.751221
	Iteration 0F: 3 clusters Score -200036.3 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -200917.609375 Penalty: 735.751221
	Iteration 1F: 3 clusters Score -200917.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -201102.578125 Penalty: 735.751221
	Iteration 2F: 3 clusters Score -201102.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -201283.625000 Penalty: 735.751221
	Iteration 3F: 3 clusters Score -201283.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -201449.109375 Penalty: 735.751221
	Iteration 4F: 3 clusters Score -201449.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201585.031250 Penalty: 735.751221
	Iteration 5F: 3 clusters Score -201585 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -201664.828125 Penalty: 735.751221
	Iteration 6Q: 3 clusters Score -201664.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -201710.625000 Penalty: 735.751221
	Iteration 7Q: 3 clusters Score -201710.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -201742.921875 Penalty: 735.751221
	Iteration 8Q: 3 clusters Score -201742.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -201769.859375 Penalty: 735.751221
	Iteration 9Q: 3 clusters Score -201769.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -201787.937500 Penalty: 735.751221
	Iteration 10Q: 3 clusters Score -201787.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -201802.968750 Penalty: 735.751221
	Iteration 11Q: 3 clusters Score -201803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -201814.781250 Penalty: 735.751221
	Iteration 12Q: 3 clusters Score -201814.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -201827.328125 Penalty: 735.751221
	Iteration 13Q: 3 clusters Score -201827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -201837.343750 Penalty: 735.751221
	Iteration 14Q: 3 clusters Score -201837.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -201843.828125 Penalty: 735.751221
	Iteration 15Q: 3 clusters Score -201843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -201848.656250 Penalty: 735.751221
	Iteration 16Q: 3 clusters Score -201848.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -201853.453125 Penalty: 735.751221
	Iteration 17Q: 3 clusters Score -201853.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -201862.156250 Penalty: 735.751221
	Iteration 18Q: 3 clusters Score -201862.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -201874.781250 Penalty: 735.751221
	Iteration 19Q: 3 clusters Score -201874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -201880.562500 Penalty: 735.751221
	Iteration 20F: 3 clusters Score -201880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -201885.000000 Penalty: 735.751221
	Iteration 21Q: 3 clusters Score -201885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -201890.546875 Penalty: 735.751221
	Iteration 22Q: 3 clusters Score -201890.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -201896.890625 Penalty: 735.751221
	Iteration 23Q: 3 clusters Score -201896.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -201901.781250 Penalty: 735.751221
	Iteration 24Q: 3 clusters Score -201901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -201905.328125 Penalty: 735.751221
	Iteration 25Q: 3 clusters Score -201905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -201910.468750 Penalty: 735.751221
	Iteration 26Q: 3 clusters Score -201910.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -201915.656250 Penalty: 735.751221
	Iteration 27Q: 3 clusters Score -201915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -201920.109375 Penalty: 735.751221
	Iteration 28Q: 3 clusters Score -201920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -201924.437500 Penalty: 735.751221
	Iteration 29Q: 3 clusters Score -201924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -201926.593750 Penalty: 735.751221
	Iteration 30Q: 3 clusters Score -201926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -201928.375000 Penalty: 735.751221
	Iteration 31Q: 3 clusters Score -201928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -201931.046875 Penalty: 735.751221
	Iteration 32Q: 3 clusters Score -201931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -201931.640625 Penalty: 735.751221
	Iteration 33Q: 3 clusters Score -201931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -201932.578125 Penalty: 735.751221
	Iteration 34Q: 3 clusters Score -201932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -201935.718750 Penalty: 735.751221
	Iteration 35Q: 3 clusters Score -201935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -201940.796875 Penalty: 735.751221
	Iteration 36Q: 3 clusters Score -201940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -201943.593750 Penalty: 735.751221
	Iteration 37Q: 3 clusters Score -201943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -201945.796875 Penalty: 735.751221
	Iteration 38Q: 3 clusters Score -201945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -201946.359375 Penalty: 735.751221
	Iteration 39Q: 3 clusters Score -201946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -201947.828125 Penalty: 735.751221
	Iteration 40F: 3 clusters Score -201947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -201948.609375 Penalty: 735.751221
	Iteration 41Q: 3 clusters Score -201948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -201950.218750 Penalty: 735.751221
	Iteration 42Q: 3 clusters Score -201950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -201952.234375 Penalty: 735.751221
	Iteration 43Q: 3 clusters Score -201952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -201955.984375 Penalty: 735.751221
	Iteration 44Q: 3 clusters Score -201956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -201958.750000 Penalty: 735.751221
	Iteration 45Q: 3 clusters Score -201958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -201961.250000 Penalty: 735.751221
	Iteration 46Q: 3 clusters Score -201961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -201963.156250 Penalty: 735.751221
	Iteration 47Q: 3 clusters Score -201963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -201963.468750 Penalty: 735.751221
	Iteration 48Q: 3 clusters Score -201963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -201964.031250 Penalty: 735.751221
	Iteration 49Q: 3 clusters Score -201964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -201964.031250 Penalty: 735.751221
	Iteration 50F: 3 clusters Score -201964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (82440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Entering Unmasked Estep 
Score: -5188573.500000 Penalty: 515.052063
	Iteration 0F: 2 clusters Score -5188574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5134608.500000 Penalty: 1030.104126
	Iteration 0F: 3 clusters Score -5134608 nChanged 40179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5159384.500000 Penalty: 1030.104126
	Iteration 1F: 3 clusters Score -5159384 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -5160708.500000 Penalty: 1030.104126
	Iteration 2Q: 3 clusters Score -5160708 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -5162845.000000 Penalty: 1030.104126
	Iteration 3Q: 3 clusters Score -5162845 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -5166202.500000 Penalty: 1030.104126
	Iteration 4F: 3 clusters Score -5166202 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -5170885.000000 Penalty: 1030.104126
	Iteration 5F: 3 clusters Score -5170885 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -5175635.000000 Penalty: 1030.104126
	Iteration 6F: 3 clusters Score -5175635 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -5179196.500000 Penalty: 1030.104126
	Iteration 7F: 3 clusters Score -5179196 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -5181413.500000 Penalty: 1030.104126
	Iteration 8Q: 3 clusters Score -5181414 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -5182969.000000 Penalty: 1030.104126
	Iteration 9Q: 3 clusters Score -5182969 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -5184343.500000 Penalty: 1030.104126
	Iteration 10Q: 3 clusters Score -5184344 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -5185493.000000 Penalty: 1030.104126
	Iteration 11Q: 3 clusters Score -5185493 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -5186350.000000 Penalty: 1030.104126
	Iteration 12Q: 3 clusters Score -5186350 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -5186844.000000 Penalty: 1030.104126
	Iteration 13Q: 3 clusters Score -5186844 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -5187270.000000 Penalty: 1030.104126
	Iteration 14Q: 3 clusters Score -5187270 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -5187506.000000 Penalty: 1030.104126
	Iteration 15Q: 3 clusters Score -5187506 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -5187660.000000 Penalty: 1030.104126
	Iteration 16Q: 3 clusters Score -5187660 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -5187806.500000 Penalty: 1030.104126
	Iteration 17Q: 3 clusters Score -5187806 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -5187971.000000 Penalty: 1030.104126
	Iteration 18Q: 3 clusters Score -5187971 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -5188056.500000 Penalty: 1030.104126
	Iteration 19Q: 3 clusters Score -5188056 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -5188103.000000 Penalty: 1030.104126
	Iteration 20F: 3 clusters Score -5188103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -5188125.500000 Penalty: 1030.104126
	Iteration 21Q: 3 clusters Score -5188126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -5188135.000000 Penalty: 1030.104126
	Iteration 22Q: 3 clusters Score -5188135 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -5188157.000000 Penalty: 1030.104126
	Iteration 23Q: 3 clusters Score -5188157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -5188184.000000 Penalty: 1030.104126
	Iteration 24Q: 3 clusters Score -5188184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -5188186.500000 Penalty: 1030.104126
	Iteration 25Q: 3 clusters Score -5188186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -5188189.500000 Penalty: 1030.104126
	Iteration 26Q: 3 clusters Score -5188190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -5188195.500000 Penalty: 1030.104126
	Iteration 27Q: 3 clusters Score -5188196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -5188199.000000 Penalty: 1030.104126
	Iteration 28Q: 3 clusters Score -5188199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -5188195.000000 Penalty: 1030.104126
	Iteration 29Q: 3 clusters Score -5188195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -5188191.500000 Penalty: 1030.104126
	Iteration 30Q: 3 clusters Score -5188192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -5188214.500000 Penalty: 1030.104126
	Iteration 31Q: 3 clusters Score -5188214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -5188202.000000 Penalty: 1030.104126
	Iteration 32Q: 3 clusters Score -5188202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -5188212.500000 Penalty: 1030.104126
	Iteration 33Q: 3 clusters Score -5188212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -5188211.000000 Penalty: 1030.104126
	Iteration 34Q: 3 clusters Score -5188211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -5188213.000000 Penalty: 1030.104126
	Iteration 35Q: 3 clusters Score -5188213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -5188218.000000 Penalty: 1030.104126
	Iteration 36Q: 3 clusters Score -5188218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -5188224.000000 Penalty: 1030.104126
	Iteration 37Q: 3 clusters Score -5188224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -5188221.000000 Penalty: 1030.104126
	Iteration 38Q: 3 clusters Score -5188221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -5188226.000000 Penalty: 1030.104126
	Iteration 39Q: 3 clusters Score -5188226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -5188225.500000 Penalty: 1030.104126
	Iteration 40F: 3 clusters Score -5188226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -5188230.000000 Penalty: 1030.104126
	Iteration 41Q: 3 clusters Score -5188230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -5188226.000000 Penalty: 1030.104126
	Iteration 42Q: 3 clusters Score -5188226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -5188228.000000 Penalty: 1030.104126
	Iteration 43Q: 3 clusters Score -5188228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -5188234.500000 Penalty: 1030.104126
	Iteration 44Q: 3 clusters Score -5188234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -5188240.500000 Penalty: 1030.104126
	Iteration 45Q: 3 clusters Score -5188240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -5188239.000000 Penalty: 1030.104126
	Iteration 46Q: 3 clusters Score -5188239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -5188243.000000 Penalty: 1030.104126
	Iteration 47Q: 3 clusters Score -5188243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -5188240.500000 Penalty: 1030.104126
	Iteration 48Q: 3 clusters Score -5188240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -5188240.500000 Penalty: 1030.104126
	Iteration 49F: 3 clusters Score -5188240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -4283.996582 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -4283.997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4132.844727 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4132.845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4173.542969 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4173.543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4183.332031 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -4183.332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4200.962891 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4200.963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4211.958984 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -4211.959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4211.958984 Penalty: 423.510376
	Iteration 5F: 3 clusters Score -4211.959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Entering Unmasked Estep 
Score: -3526040.000000 Penalty: 498.306396
	Iteration 0F: 2 clusters Score -3526040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3487729.000000 Penalty: 996.612793
	Iteration 0F: 3 clusters Score -3487729 nChanged 27648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3505522.750000 Penalty: 996.612793
	Iteration 1F: 3 clusters Score -3505523 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -3507044.750000 Penalty: 996.612793
	Iteration 2F: 3 clusters Score -3507045 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3509213.000000 Penalty: 996.612793
	Iteration 3F: 3 clusters Score -3509213 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -3511854.500000 Penalty: 996.612793
	Iteration 4F: 3 clusters Score -3511854 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -3514274.000000 Penalty: 996.612793
	Iteration 5F: 3 clusters Score -3514274 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -3515828.250000 Penalty: 996.612793
	Iteration 6F: 3 clusters Score -3515828 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -3516722.000000 Penalty: 996.612793
	Iteration 7Q: 3 clusters Score -3516722 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -3517206.750000 Penalty: 996.612793
	Iteration 8Q: 3 clusters Score -3517207 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -3517649.000000 Penalty: 996.612793
	Iteration 9Q: 3 clusters Score -3517649 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -3518131.000000 Penalty: 996.612793
	Iteration 10Q: 3 clusters Score -3518131 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -3518654.500000 Penalty: 996.612793
	Iteration 11Q: 3 clusters Score -3518654 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -3519188.000000 Penalty: 996.612793
	Iteration 12Q: 3 clusters Score -3519188 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -3519739.000000 Penalty: 996.612793
	Iteration 13Q: 3 clusters Score -3519739 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -3520344.250000 Penalty: 996.612793
	Iteration 14Q: 3 clusters Score -3520344 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -3521040.000000 Penalty: 996.612793
	Iteration 15Q: 3 clusters Score -3521040 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -3521836.500000 Penalty: 996.612793
	Iteration 16Q: 3 clusters Score -3521836 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -3522616.750000 Penalty: 996.612793
	Iteration 17Q: 3 clusters Score -3522617 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -3523321.500000 Penalty: 996.612793
	Iteration 18Q: 3 clusters Score -3523322 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -3523954.750000 Penalty: 996.612793
	Iteration 19Q: 3 clusters Score -3523955 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -3524411.750000 Penalty: 996.612793
	Iteration 20F: 3 clusters Score -3524412 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -3524736.250000 Penalty: 996.612793
	Iteration 21Q: 3 clusters Score -3524736 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -3524988.750000 Penalty: 996.612793
	Iteration 22Q: 3 clusters Score -3524989 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -3525180.500000 Penalty: 996.612793
	Iteration 23Q: 3 clusters Score -3525180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -3525272.250000 Penalty: 996.612793
	Iteration 24Q: 3 clusters Score -3525272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -3525337.250000 Penalty: 996.612793
	Iteration 25Q: 3 clusters Score -3525337 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -3525386.750000 Penalty: 996.612793
	Iteration 26Q: 3 clusters Score -3525387 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -3525427.250000 Penalty: 996.612793
	Iteration 27Q: 3 clusters Score -3525427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -3525452.500000 Penalty: 996.612793
	Iteration 28Q: 3 clusters Score -3525452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -3525481.000000 Penalty: 996.612793
	Iteration 29Q: 3 clusters Score -3525481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -3525513.500000 Penalty: 996.612793
	Iteration 30Q: 3 clusters Score -3525514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -3525548.750000 Penalty: 996.612793
	Iteration 31Q: 3 clusters Score -3525549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -3525576.750000 Penalty: 996.612793
	Iteration 32Q: 3 clusters Score -3525577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -3525589.750000 Penalty: 996.612793
	Iteration 33Q: 3 clusters Score -3525590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -3525595.500000 Penalty: 996.612793
	Iteration 34Q: 3 clusters Score -3525596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -3525614.250000 Penalty: 996.612793
	Iteration 35Q: 3 clusters Score -3525614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -3525620.000000 Penalty: 996.612793
	Iteration 36Q: 3 clusters Score -3525620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -3525632.500000 Penalty: 996.612793
	Iteration 37Q: 3 clusters Score -3525632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -3525644.500000 Penalty: 996.612793
	Iteration 38Q: 3 clusters Score -3525644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -3525659.000000 Penalty: 996.612793
	Iteration 39Q: 3 clusters Score -3525659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -3525658.000000 Penalty: 996.612793
	Iteration 40F: 3 clusters Score -3525658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -3525662.500000 Penalty: 996.612793
	Iteration 41Q: 3 clusters Score -3525662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -3525666.500000 Penalty: 996.612793
	Iteration 42Q: 3 clusters Score -3525666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -3525669.000000 Penalty: 996.612793
	Iteration 43Q: 3 clusters Score -3525669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -3525668.750000 Penalty: 996.612793
	Iteration 44Q: 3 clusters Score -3525669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -3525674.500000 Penalty: 996.612793
	Iteration 45Q: 3 clusters Score -3525674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -3525676.500000 Penalty: 996.612793
	Iteration 46Q: 3 clusters Score -3525676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -3525677.250000 Penalty: 996.612793
	Iteration 47Q: 3 clusters Score -3525677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -3525679.500000 Penalty: 996.612793
	Iteration 48Q: 3 clusters Score -3525680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -3525671.250000 Penalty: 996.612793
	Iteration 49Q: 3 clusters Score -3525671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -3525674.500000 Penalty: 996.612793
	Iteration 50Q: 3 clusters Score -3525674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -3525672.250000 Penalty: 996.612793
	Iteration 51Q: 3 clusters Score -3525672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -3525674.250000 Penalty: 996.612793
	Iteration 52Q: 3 clusters Score -3525674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -3525674.000000 Penalty: 996.612793
	Iteration 53Q: 3 clusters Score -3525674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -3525676.000000 Penalty: 996.612793
	Iteration 54Q: 3 clusters Score -3525676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -3525676.000000 Penalty: 996.612793
	Iteration 55F: 3 clusters Score -3525676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Entering Unmasked Estep 
Score: -852968.625000 Penalty: 435.073395
	Iteration 0F: 2 clusters Score -852968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -843511.875000 Penalty: 870.146790
	Iteration 0F: 3 clusters Score -843511.9 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -847425.875000 Penalty: 870.146790
	Iteration 1F: 3 clusters Score -847425.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -847664.937500 Penalty: 870.146790
	Iteration 2Q: 3 clusters Score -847664.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -847994.500000 Penalty: 870.146790
	Iteration 3F: 3 clusters Score -847994.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -848475.062500 Penalty: 870.146790
	Iteration 4F: 3 clusters Score -848475.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -849173.437500 Penalty: 870.146790
	Iteration 5F: 3 clusters Score -849173.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -849818.625000 Penalty: 870.146790
	Iteration 6F: 3 clusters Score -849818.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -850183.312500 Penalty: 870.146790
	Iteration 7Q: 3 clusters Score -850183.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -850337.125000 Penalty: 870.146790
	Iteration 8Q: 3 clusters Score -850337.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -850442.375000 Penalty: 870.146790
	Iteration 9Q: 3 clusters Score -850442.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -850553.875000 Penalty: 870.146790
	Iteration 10Q: 3 clusters Score -850553.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -850683.000000 Penalty: 870.146790
	Iteration 11Q: 3 clusters Score -850683 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -850834.500000 Penalty: 870.146790
	Iteration 12Q: 3 clusters Score -850834.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -851015.500000 Penalty: 870.146790
	Iteration 13Q: 3 clusters Score -851015.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -851190.187500 Penalty: 870.146790
	Iteration 14Q: 3 clusters Score -851190.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -851369.812500 Penalty: 870.146790
	Iteration 15Q: 3 clusters Score -851369.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -851558.187500 Penalty: 870.146790
	Iteration 16Q: 3 clusters Score -851558.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -851736.375000 Penalty: 870.146790
	Iteration 17Q: 3 clusters Score -851736.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -851901.125000 Penalty: 870.146790
	Iteration 18Q: 3 clusters Score -851901.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -852062.937500 Penalty: 870.146790
	Iteration 19Q: 3 clusters Score -852062.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -852195.437500 Penalty: 870.146790
	Iteration 20F: 3 clusters Score -852195.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -852303.250000 Penalty: 870.146790
	Iteration 21Q: 3 clusters Score -852303.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -852363.625000 Penalty: 870.146790
	Iteration 22Q: 3 clusters Score -852363.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -852407.562500 Penalty: 870.146790
	Iteration 23Q: 3 clusters Score -852407.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -852443.812500 Penalty: 870.146790
	Iteration 24Q: 3 clusters Score -852443.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -852468.875000 Penalty: 870.146790
	Iteration 25Q: 3 clusters Score -852468.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -852487.125000 Penalty: 870.146790
	Iteration 26Q: 3 clusters Score -852487.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -852501.687500 Penalty: 870.146790
	Iteration 27Q: 3 clusters Score -852501.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -852517.562500 Penalty: 870.146790
	Iteration 28Q: 3 clusters Score -852517.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -852533.437500 Penalty: 870.146790
	Iteration 29Q: 3 clusters Score -852533.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -852542.812500 Penalty: 870.146790
	Iteration 30Q: 3 clusters Score -852542.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -852553.062500 Penalty: 870.146790
	Iteration 31Q: 3 clusters Score -852553.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -852561.062500 Penalty: 870.146790
	Iteration 32Q: 3 clusters Score -852561.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -852567.062500 Penalty: 870.146790
	Iteration 33Q: 3 clusters Score -852567.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -852567.312500 Penalty: 870.146790
	Iteration 34Q: 3 clusters Score -852567.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -852573.250000 Penalty: 870.146790
	Iteration 35Q: 3 clusters Score -852573.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -852576.875000 Penalty: 870.146790
	Iteration 36Q: 3 clusters Score -852576.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -852581.687500 Penalty: 870.146790
	Iteration 37Q: 3 clusters Score -852581.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -852583.062500 Penalty: 870.146790
	Iteration 38Q: 3 clusters Score -852583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -852585.437500 Penalty: 870.146790
	Iteration 39Q: 3 clusters Score -852585.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -852586.000000 Penalty: 870.146790
	Iteration 40F: 3 clusters Score -852586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -852588.187500 Penalty: 870.146790
	Iteration 41Q: 3 clusters Score -852588.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -852590.062500 Penalty: 870.146790
	Iteration 42Q: 3 clusters Score -852590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -852589.750000 Penalty: 870.146790
	Iteration 43Q: 3 clusters Score -852589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -852590.812500 Penalty: 870.146790
	Iteration 44Q: 3 clusters Score -852590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -852589.875000 Penalty: 870.146790
	Iteration 45Q: 3 clusters Score -852589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -852590.250000 Penalty: 870.146790
	Iteration 46Q: 3 clusters Score -852590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -852589.625000 Penalty: 870.146790
	Iteration 47Q: 3 clusters Score -852589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -852591.312500 Penalty: 870.146790
	Iteration 48Q: 3 clusters Score -852591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -852591.812500 Penalty: 870.146790
	Iteration 49Q: 3 clusters Score -852591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -852591.250000 Penalty: 870.146790
	Iteration 50Q: 3 clusters Score -852591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -852593.312500 Penalty: 870.146790
	Iteration 51Q: 3 clusters Score -852593.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -852592.750000 Penalty: 870.146790
	Iteration 52Q: 3 clusters Score -852592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -852594.375000 Penalty: 870.146790
	Iteration 53Q: 3 clusters Score -852594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -852594.375000 Penalty: 870.146790
	Iteration 54Q: 3 clusters Score -852594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -852594.750000 Penalty: 870.146790
	Iteration 55Q: 3 clusters Score -852594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -852594.437500 Penalty: 870.146790
	Iteration 56Q: 3 clusters Score -852594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -852594.000000 Penalty: 870.146790
	Iteration 57Q: 3 clusters Score -852594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -852595.625000 Penalty: 870.146790
	Iteration 58Q: 3 clusters Score -852595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -852594.812500 Penalty: 870.146790
	Iteration 59Q: 3 clusters Score -852594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -852596.750000 Penalty: 870.146790
	Iteration 60F: 3 clusters Score -852596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -852596.750000 Penalty: 870.146790
	Iteration 61Q: 3 clusters Score -852596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -852595.500000 Penalty: 870.146790
	Iteration 62Q: 3 clusters Score -852595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -852596.875000 Penalty: 870.146790
	Iteration 63Q: 3 clusters Score -852596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -852596.812500 Penalty: 870.146790
	Iteration 64Q: 3 clusters Score -852596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -852596.687500 Penalty: 870.146790
	Iteration 65Q: 3 clusters Score -852596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -852596.875000 Penalty: 870.146790
	Iteration 66Q: 3 clusters Score -852596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -852597.687500 Penalty: 870.146790
	Iteration 67Q: 3 clusters Score -852597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -852596.937500 Penalty: 870.146790
	Iteration 68Q: 3 clusters Score -852596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -852596.500000 Penalty: 870.146790
	Iteration 69Q: 3 clusters Score -852596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -852597.062500 Penalty: 870.146790
	Iteration 70Q: 3 clusters Score -852597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -852596.562500 Penalty: 870.146790
	Iteration 71Q: 3 clusters Score -852596.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -852596.937500 Penalty: 870.146790
	Iteration 72Q: 3 clusters Score -852596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -852599.250000 Penalty: 870.146790
	Iteration 73Q: 3 clusters Score -852599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -852598.875000 Penalty: 870.146790
	Iteration 74Q: 3 clusters Score -852598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -852599.250000 Penalty: 870.146790
	Iteration 75Q: 3 clusters Score -852599.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -852600.000000 Penalty: 870.146790
	Iteration 76Q: 3 clusters Score -852600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -852599.625000 Penalty: 870.146790
	Iteration 77Q: 3 clusters Score -852599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -852600.562500 Penalty: 870.146790
	Iteration 78Q: 3 clusters Score -852600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -852599.875000 Penalty: 870.146790
	Iteration 79Q: 3 clusters Score -852599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -852602.312500 Penalty: 870.146790
	Iteration 80F: 3 clusters Score -852602.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -852605.250000 Penalty: 870.146790
	Iteration 81Q: 3 clusters Score -852605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -852605.812500 Penalty: 870.146790
	Iteration 82Q: 3 clusters Score -852605.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -852607.125000 Penalty: 870.146790
	Iteration 83Q: 3 clusters Score -852607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -852606.000000 Penalty: 870.146790
	Iteration 84Q: 3 clusters Score -852606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -852606.000000 Penalty: 870.146790
	Iteration 85Q: 3 clusters Score -852606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -852606.625000 Penalty: 870.146790
	Iteration 86Q: 3 clusters Score -852606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -852608.375000 Penalty: 870.146790
	Iteration 87Q: 3 clusters Score -852608.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -852607.062500 Penalty: 870.146790
	Iteration 88Q: 3 clusters Score -852607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -852608.125000 Penalty: 870.146790
	Iteration 89Q: 3 clusters Score -852608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -852608.375000 Penalty: 870.146790
	Iteration 90Q: 3 clusters Score -852608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -852608.750000 Penalty: 870.146790
	Iteration 91Q: 3 clusters Score -852608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -852610.812500 Penalty: 870.146790
	Iteration 92Q: 3 clusters Score -852610.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -852614.875000 Penalty: 870.146790
	Iteration 93Q: 3 clusters Score -852614.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -852614.187500 Penalty: 870.146790
	Iteration 94Q: 3 clusters Score -852614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -852615.125000 Penalty: 870.146790
	Iteration 95Q: 3 clusters Score -852615.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -852616.687500 Penalty: 870.146790
	Iteration 96Q: 3 clusters Score -852616.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -852620.437500 Penalty: 870.146790
	Iteration 97Q: 3 clusters Score -852620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -852619.625000 Penalty: 870.146790
	Iteration 98Q: 3 clusters Score -852619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -852619.375000 Penalty: 870.146790
	Iteration 99Q: 3 clusters Score -852619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -852619.000000 Penalty: 870.146790
	Iteration 100F: 3 clusters Score -852619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -852619.250000 Penalty: 870.146790
	Iteration 101Q: 3 clusters Score -852619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -852619.750000 Penalty: 870.146790
	Iteration 102Q: 3 clusters Score -852619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -852618.812500 Penalty: 870.146790
	Iteration 103Q: 3 clusters Score -852618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -852618.875000 Penalty: 870.146790
	Iteration 104Q: 3 clusters Score -852618.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -852618.875000 Penalty: 870.146790
	Iteration 105F: 3 clusters Score -852618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -106592.476562 Penalty: 342.490143
	Iteration 0F: 2 clusters Score -106592.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -105237.679688 Penalty: 684.980286
	Iteration 0F: 3 clusters Score -105237.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -105762.703125 Penalty: 684.980286
	Iteration 1F: 3 clusters Score -105762.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -105937.531250 Penalty: 684.980286
	Iteration 2F: 3 clusters Score -105937.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -106100.789062 Penalty: 684.980286
	Iteration 3F: 3 clusters Score -106100.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -106254.468750 Penalty: 684.980286
	Iteration 4F: 3 clusters Score -106254.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -106347.414062 Penalty: 684.980286
	Iteration 5F: 3 clusters Score -106347.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -106405.296875 Penalty: 684.980286
	Iteration 6Q: 3 clusters Score -106405.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -106443.226562 Penalty: 684.980286
	Iteration 7Q: 3 clusters Score -106443.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -106466.101562 Penalty: 684.980286
	Iteration 8Q: 3 clusters Score -106466.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -106477.132812 Penalty: 684.980286
	Iteration 9Q: 3 clusters Score -106477.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -106480.117188 Penalty: 684.980286
	Iteration 10Q: 3 clusters Score -106480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -106481.101562 Penalty: 684.980286
	Iteration 11Q: 3 clusters Score -106481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -106482.523438 Penalty: 684.980286
	Iteration 12Q: 3 clusters Score -106482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -106482.992188 Penalty: 684.980286
	Iteration 13Q: 3 clusters Score -106483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -106484.953125 Penalty: 684.980286
	Iteration 14Q: 3 clusters Score -106485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -106487.296875 Penalty: 684.980286
	Iteration 15Q: 3 clusters Score -106487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -106489.257812 Penalty: 684.980286
	Iteration 16Q: 3 clusters Score -106489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -106491.554688 Penalty: 684.980286
	Iteration 17Q: 3 clusters Score -106491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -106495.062500 Penalty: 684.980286
	Iteration 18Q: 3 clusters Score -106495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -106497.906250 Penalty: 684.980286
	Iteration 19Q: 3 clusters Score -106497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -106499.093750 Penalty: 684.980286
	Iteration 20F: 3 clusters Score -106499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -106502.062500 Penalty: 684.980286
	Iteration 21Q: 3 clusters Score -106502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -106504.179688 Penalty: 684.980286
	Iteration 22Q: 3 clusters Score -106504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -106506.179688 Penalty: 684.980286
	Iteration 23Q: 3 clusters Score -106506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -106508.898438 Penalty: 684.980286
	Iteration 24Q: 3 clusters Score -106508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -106511.992188 Penalty: 684.980286
	Iteration 25Q: 3 clusters Score -106512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -106514.960938 Penalty: 684.980286
	Iteration 26Q: 3 clusters Score -106515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -106520.539062 Penalty: 684.980286
	Iteration 27Q: 3 clusters Score -106520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -106523.007812 Penalty: 684.980286
	Iteration 28Q: 3 clusters Score -106523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -106524.804688 Penalty: 684.980286
	Iteration 29Q: 3 clusters Score -106524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -106526.921875 Penalty: 684.980286
	Iteration 30Q: 3 clusters Score -106526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -106527.054688 Penalty: 684.980286
	Iteration 31Q: 3 clusters Score -106527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -106528.031250 Penalty: 684.980286
	Iteration 32Q: 3 clusters Score -106528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -106528.546875 Penalty: 684.980286
	Iteration 33Q: 3 clusters Score -106528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -106528.921875 Penalty: 684.980286
	Iteration 34Q: 3 clusters Score -106528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -106529.429688 Penalty: 684.980286
	Iteration 35Q: 3 clusters Score -106529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -106529.429688 Penalty: 684.980286
	Iteration 36F: 3 clusters Score -106529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Entering Unmasked Estep 
Score: -1351807.375000 Penalty: 452.233276
	Iteration 0F: 2 clusters Score -1351807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1338119.000000 Penalty: 904.466553
	Iteration 0F: 3 clusters Score -1338119 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1343931.375000 Penalty: 904.466553
	Iteration 1F: 3 clusters Score -1343931 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1344454.000000 Penalty: 904.466553
	Iteration 2Q: 3 clusters Score -1344454 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1345234.375000 Penalty: 904.466553
	Iteration 3F: 3 clusters Score -1345234 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1346349.750000 Penalty: 904.466553
	Iteration 4F: 3 clusters Score -1346350 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1347505.875000 Penalty: 904.466553
	Iteration 5F: 3 clusters Score -1347506 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1348371.625000 Penalty: 904.466553
	Iteration 6F: 3 clusters Score -1348372 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1348829.500000 Penalty: 904.466553
	Iteration 7Q: 3 clusters Score -1348830 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1349066.625000 Penalty: 904.466553
	Iteration 8Q: 3 clusters Score -1349067 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1349237.875000 Penalty: 904.466553
	Iteration 9Q: 3 clusters Score -1349238 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1349385.625000 Penalty: 904.466553
	Iteration 10Q: 3 clusters Score -1349386 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1349501.500000 Penalty: 904.466553
	Iteration 11Q: 3 clusters Score -1349502 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1349620.000000 Penalty: 904.466553
	Iteration 12Q: 3 clusters Score -1349620 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1349734.250000 Penalty: 904.466553
	Iteration 13Q: 3 clusters Score -1349734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1349846.750000 Penalty: 904.466553
	Iteration 14Q: 3 clusters Score -1349847 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1349972.000000 Penalty: 904.466553
	Iteration 15Q: 3 clusters Score -1349972 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1350101.750000 Penalty: 904.466553
	Iteration 16Q: 3 clusters Score -1350102 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1350236.500000 Penalty: 904.466553
	Iteration 17Q: 3 clusters Score -1350236 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1350375.500000 Penalty: 904.466553
	Iteration 18Q: 3 clusters Score -1350376 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1350517.875000 Penalty: 904.466553
	Iteration 19Q: 3 clusters Score -1350518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1350662.125000 Penalty: 904.466553
	Iteration 20F: 3 clusters Score -1350662 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1350789.125000 Penalty: 904.466553
	Iteration 21Q: 3 clusters Score -1350789 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1350897.500000 Penalty: 904.466553
	Iteration 22Q: 3 clusters Score -1350898 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1351002.750000 Penalty: 904.466553
	Iteration 23Q: 3 clusters Score -1351003 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1351078.125000 Penalty: 904.466553
	Iteration 24Q: 3 clusters Score -1351078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1351143.000000 Penalty: 904.466553
	Iteration 25Q: 3 clusters Score -1351143 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1351185.875000 Penalty: 904.466553
	Iteration 26Q: 3 clusters Score -1351186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1351226.625000 Penalty: 904.466553
	Iteration 27Q: 3 clusters Score -1351227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1351270.375000 Penalty: 904.466553
	Iteration 28Q: 3 clusters Score -1351270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1351298.875000 Penalty: 904.466553
	Iteration 29Q: 3 clusters Score -1351299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1351318.375000 Penalty: 904.466553
	Iteration 30Q: 3 clusters Score -1351318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1351331.375000 Penalty: 904.466553
	Iteration 31Q: 3 clusters Score -1351331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -1351344.000000 Penalty: 904.466553
	Iteration 32Q: 3 clusters Score -1351344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1351353.125000 Penalty: 904.466553
	Iteration 33Q: 3 clusters Score -1351353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1351362.000000 Penalty: 904.466553
	Iteration 34Q: 3 clusters Score -1351362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1351372.000000 Penalty: 904.466553
	Iteration 35Q: 3 clusters Score -1351372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -1351381.625000 Penalty: 904.466553
	Iteration 36Q: 3 clusters Score -1351382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1351381.500000 Penalty: 904.466553
	Iteration 37Q: 3 clusters Score -1351382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -1351383.875000 Penalty: 904.466553
	Iteration 38Q: 3 clusters Score -1351384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1351384.750000 Penalty: 904.466553
	Iteration 39Q: 3 clusters Score -1351385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1351386.000000 Penalty: 904.466553
	Iteration 40F: 3 clusters Score -1351386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1351386.875000 Penalty: 904.466553
	Iteration 41Q: 3 clusters Score -1351387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1351391.000000 Penalty: 904.466553
	Iteration 42Q: 3 clusters Score -1351391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1351390.000000 Penalty: 904.466553
	Iteration 43Q: 3 clusters Score -1351390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1351391.625000 Penalty: 904.466553
	Iteration 44Q: 3 clusters Score -1351392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1351393.250000 Penalty: 904.466553
	Iteration 45Q: 3 clusters Score -1351393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1351396.500000 Penalty: 904.466553
	Iteration 46Q: 3 clusters Score -1351396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1351399.500000 Penalty: 904.466553
	Iteration 47Q: 3 clusters Score -1351400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1351406.250000 Penalty: 904.466553
	Iteration 48Q: 3 clusters Score -1351406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1351409.750000 Penalty: 904.466553
	Iteration 49Q: 3 clusters Score -1351410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1351413.500000 Penalty: 904.466553
	Iteration 50Q: 3 clusters Score -1351414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1351414.500000 Penalty: 904.466553
	Iteration 51Q: 3 clusters Score -1351414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1351417.875000 Penalty: 904.466553
	Iteration 52Q: 3 clusters Score -1351418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1351421.250000 Penalty: 904.466553
	Iteration 53Q: 3 clusters Score -1351421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1351422.000000 Penalty: 904.466553
	Iteration 54Q: 3 clusters Score -1351422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1351422.625000 Penalty: 904.466553
	Iteration 55Q: 3 clusters Score -1351423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1351423.125000 Penalty: 904.466553
	Iteration 56Q: 3 clusters Score -1351423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -1351423.375000 Penalty: 904.466553
	Iteration 57Q: 3 clusters Score -1351423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1351424.625000 Penalty: 904.466553
	Iteration 58Q: 3 clusters Score -1351425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -1351423.625000 Penalty: 904.466553
	Iteration 59Q: 3 clusters Score -1351424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1351423.625000 Penalty: 904.466553
	Iteration 60F: 3 clusters Score -1351424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Entering Unmasked Estep 
Score: -1153978.500000 Penalty: 444.642059
	Iteration 0F: 2 clusters Score -1153978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1142378.875000 Penalty: 889.284119
	Iteration 0F: 3 clusters Score -1142379 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1147584.750000 Penalty: 889.284119
	Iteration 1F: 3 clusters Score -1147585 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1148286.500000 Penalty: 889.284119
	Iteration 2F: 3 clusters Score -1148286 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1149363.375000 Penalty: 889.284119
	Iteration 3F: 3 clusters Score -1149363 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1150665.250000 Penalty: 889.284119
	Iteration 4F: 3 clusters Score -1150665 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1151890.000000 Penalty: 889.284119
	Iteration 5F: 3 clusters Score -1151890 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1152662.125000 Penalty: 889.284119
	Iteration 6F: 3 clusters Score -1152662 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1153016.875000 Penalty: 889.284119
	Iteration 7Q: 3 clusters Score -1153017 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1153236.500000 Penalty: 889.284119
	Iteration 8Q: 3 clusters Score -1153236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1153409.000000 Penalty: 889.284119
	Iteration 9Q: 3 clusters Score -1153409 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1153526.750000 Penalty: 889.284119
	Iteration 10Q: 3 clusters Score -1153527 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1153608.375000 Penalty: 889.284119
	Iteration 11Q: 3 clusters Score -1153608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1153655.875000 Penalty: 889.284119
	Iteration 12Q: 3 clusters Score -1153656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1153693.875000 Penalty: 889.284119
	Iteration 13Q: 3 clusters Score -1153694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1153712.750000 Penalty: 889.284119
	Iteration 14Q: 3 clusters Score -1153713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1153734.500000 Penalty: 889.284119
	Iteration 15Q: 3 clusters Score -1153734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1153748.250000 Penalty: 889.284119
	Iteration 16Q: 3 clusters Score -1153748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1153757.875000 Penalty: 889.284119
	Iteration 17Q: 3 clusters Score -1153758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1153768.375000 Penalty: 889.284119
	Iteration 18Q: 3 clusters Score -1153768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1153779.125000 Penalty: 889.284119
	Iteration 19Q: 3 clusters Score -1153779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1153788.250000 Penalty: 889.284119
	Iteration 20F: 3 clusters Score -1153788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1153795.125000 Penalty: 889.284119
	Iteration 21Q: 3 clusters Score -1153795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1153801.500000 Penalty: 889.284119
	Iteration 22Q: 3 clusters Score -1153802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1153806.125000 Penalty: 889.284119
	Iteration 23Q: 3 clusters Score -1153806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1153809.250000 Penalty: 889.284119
	Iteration 24Q: 3 clusters Score -1153809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1153812.875000 Penalty: 889.284119
	Iteration 25Q: 3 clusters Score -1153813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1153816.125000 Penalty: 889.284119
	Iteration 26Q: 3 clusters Score -1153816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1153820.500000 Penalty: 889.284119
	Iteration 27Q: 3 clusters Score -1153820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1153823.750000 Penalty: 889.284119
	Iteration 28Q: 3 clusters Score -1153824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1153822.250000 Penalty: 889.284119
	Iteration 29Q: 3 clusters Score -1153822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1153825.250000 Penalty: 889.284119
	Iteration 30Q: 3 clusters Score -1153825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1153825.500000 Penalty: 889.284119
	Iteration 31Q: 3 clusters Score -1153826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1153826.625000 Penalty: 889.284119
	Iteration 32Q: 3 clusters Score -1153827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1153829.000000 Penalty: 889.284119
	Iteration 33Q: 3 clusters Score -1153829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1153831.125000 Penalty: 889.284119
	Iteration 34Q: 3 clusters Score -1153831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1153836.750000 Penalty: 889.284119
	Iteration 35Q: 3 clusters Score -1153837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1153838.750000 Penalty: 889.284119
	Iteration 36Q: 3 clusters Score -1153839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1153839.875000 Penalty: 889.284119
	Iteration 37Q: 3 clusters Score -1153840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1153841.375000 Penalty: 889.284119
	Iteration 38Q: 3 clusters Score -1153841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1153844.875000 Penalty: 889.284119
	Iteration 39Q: 3 clusters Score -1153845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1153848.500000 Penalty: 889.284119
	Iteration 40F: 3 clusters Score -1153848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1153852.500000 Penalty: 889.284119
	Iteration 41Q: 3 clusters Score -1153852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1153858.000000 Penalty: 889.284119
	Iteration 42Q: 3 clusters Score -1153858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1153860.000000 Penalty: 889.284119
	Iteration 43Q: 3 clusters Score -1153860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1153865.375000 Penalty: 889.284119
	Iteration 44Q: 3 clusters Score -1153865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1153866.625000 Penalty: 889.284119
	Iteration 45Q: 3 clusters Score -1153867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1153868.125000 Penalty: 889.284119
	Iteration 46Q: 3 clusters Score -1153868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1153869.625000 Penalty: 889.284119
	Iteration 47Q: 3 clusters Score -1153870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1153871.750000 Penalty: 889.284119
	Iteration 48Q: 3 clusters Score -1153872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1153875.375000 Penalty: 889.284119
	Iteration 49Q: 3 clusters Score -1153875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1153877.500000 Penalty: 889.284119
	Iteration 50Q: 3 clusters Score -1153878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1153879.875000 Penalty: 889.284119
	Iteration 51Q: 3 clusters Score -1153880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1153883.875000 Penalty: 889.284119
	Iteration 52Q: 3 clusters Score -1153884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1153882.000000 Penalty: 889.284119
	Iteration 53Q: 3 clusters Score -1153882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1153881.500000 Penalty: 889.284119
	Iteration 54Q: 3 clusters Score -1153882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1153882.250000 Penalty: 889.284119
	Iteration 55Q: 3 clusters Score -1153882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1153880.875000 Penalty: 889.284119
	Iteration 56Q: 3 clusters Score -1153881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1153882.875000 Penalty: 889.284119
	Iteration 57Q: 3 clusters Score -1153883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1153883.250000 Penalty: 889.284119
	Iteration 58Q: 3 clusters Score -1153883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1153883.000000 Penalty: 889.284119
	Iteration 59Q: 3 clusters Score -1153883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1153881.625000 Penalty: 889.284119
	Iteration 60F: 3 clusters Score -1153882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1153883.000000 Penalty: 889.284119
	Iteration 61Q: 3 clusters Score -1153883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1153887.375000 Penalty: 889.284119
	Iteration 62Q: 3 clusters Score -1153887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1153886.125000 Penalty: 889.284119
	Iteration 63Q: 3 clusters Score -1153886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1153886.625000 Penalty: 889.284119
	Iteration 64Q: 3 clusters Score -1153887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1153887.125000 Penalty: 889.284119
	Iteration 65Q: 3 clusters Score -1153887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1153888.875000 Penalty: 889.284119
	Iteration 66Q: 3 clusters Score -1153889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1153888.000000 Penalty: 889.284119
	Iteration 67Q: 3 clusters Score -1153888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1153888.000000 Penalty: 889.284119
	Iteration 68F: 3 clusters Score -1153888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Entering Unmasked Estep 
Score: -797810.375000 Penalty: 432.644318
	Iteration 0F: 2 clusters Score -797810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -788868.687500 Penalty: 865.288635
	Iteration 0F: 3 clusters Score -788868.7 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -792456.250000 Penalty: 865.288635
	Iteration 1F: 3 clusters Score -792456.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -792717.937500 Penalty: 865.288635
	Iteration 2Q: 3 clusters Score -792717.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -793084.750000 Penalty: 865.288635
	Iteration 3F: 3 clusters Score -793084.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -793630.562500 Penalty: 865.288635
	Iteration 4F: 3 clusters Score -793630.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -794385.625000 Penalty: 865.288635
	Iteration 5F: 3 clusters Score -794385.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -795065.062500 Penalty: 865.288635
	Iteration 6F: 3 clusters Score -795065.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -795481.937500 Penalty: 865.288635
	Iteration 7F: 3 clusters Score -795481.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -795644.562500 Penalty: 865.288635
	Iteration 8Q: 3 clusters Score -795644.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -795722.250000 Penalty: 865.288635
	Iteration 9Q: 3 clusters Score -795722.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -795772.250000 Penalty: 865.288635
	Iteration 10Q: 3 clusters Score -795772.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -795807.812500 Penalty: 865.288635
	Iteration 11Q: 3 clusters Score -795807.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -795847.187500 Penalty: 865.288635
	Iteration 12Q: 3 clusters Score -795847.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -795883.750000 Penalty: 865.288635
	Iteration 13Q: 3 clusters Score -795883.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -795909.937500 Penalty: 865.288635
	Iteration 14Q: 3 clusters Score -795909.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -795937.187500 Penalty: 865.288635
	Iteration 15Q: 3 clusters Score -795937.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -795960.812500 Penalty: 865.288635
	Iteration 16Q: 3 clusters Score -795960.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -795995.937500 Penalty: 865.288635
	Iteration 17Q: 3 clusters Score -795995.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -796029.062500 Penalty: 865.288635
	Iteration 18Q: 3 clusters Score -796029.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -796069.937500 Penalty: 865.288635
	Iteration 19Q: 3 clusters Score -796069.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -796109.125000 Penalty: 865.288635
	Iteration 20F: 3 clusters Score -796109.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -796149.000000 Penalty: 865.288635
	Iteration 21Q: 3 clusters Score -796149 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -796188.187500 Penalty: 865.288635
	Iteration 22Q: 3 clusters Score -796188.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -796223.000000 Penalty: 865.288635
	Iteration 23Q: 3 clusters Score -796223 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -796262.062500 Penalty: 865.288635
	Iteration 24Q: 3 clusters Score -796262.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -796301.875000 Penalty: 865.288635
	Iteration 25Q: 3 clusters Score -796301.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -796343.937500 Penalty: 865.288635
	Iteration 26Q: 3 clusters Score -796343.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -796389.937500 Penalty: 865.288635
	Iteration 27Q: 3 clusters Score -796389.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -796443.875000 Penalty: 865.288635
	Iteration 28Q: 3 clusters Score -796443.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -796497.437500 Penalty: 865.288635
	Iteration 29Q: 3 clusters Score -796497.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -796554.812500 Penalty: 865.288635
	Iteration 30Q: 3 clusters Score -796554.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -796613.000000 Penalty: 865.288635
	Iteration 31Q: 3 clusters Score -796613 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -796681.125000 Penalty: 865.288635
	Iteration 32Q: 3 clusters Score -796681.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -796755.250000 Penalty: 865.288635
	Iteration 33Q: 3 clusters Score -796755.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -796828.625000 Penalty: 865.288635
	Iteration 34Q: 3 clusters Score -796828.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -796908.000000 Penalty: 865.288635
	Iteration 35Q: 3 clusters Score -796908 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -796972.375000 Penalty: 865.288635
	Iteration 36Q: 3 clusters Score -796972.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -797035.625000 Penalty: 865.288635
	Iteration 37Q: 3 clusters Score -797035.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -797088.937500 Penalty: 865.288635
	Iteration 38Q: 3 clusters Score -797088.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -797129.750000 Penalty: 865.288635
	Iteration 39Q: 3 clusters Score -797129.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -797179.187500 Penalty: 865.288635
	Iteration 40F: 3 clusters Score -797179.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -797222.375000 Penalty: 865.288635
	Iteration 41Q: 3 clusters Score -797222.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -797264.312500 Penalty: 865.288635
	Iteration 42Q: 3 clusters Score -797264.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -797296.375000 Penalty: 865.288635
	Iteration 43Q: 3 clusters Score -797296.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -797327.750000 Penalty: 865.288635
	Iteration 44Q: 3 clusters Score -797327.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -797345.625000 Penalty: 865.288635
	Iteration 45Q: 3 clusters Score -797345.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -797358.187500 Penalty: 865.288635
	Iteration 46Q: 3 clusters Score -797358.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -797369.312500 Penalty: 865.288635
	Iteration 47Q: 3 clusters Score -797369.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -797373.875000 Penalty: 865.288635
	Iteration 48Q: 3 clusters Score -797373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -797380.062500 Penalty: 865.288635
	Iteration 49Q: 3 clusters Score -797380.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -797385.625000 Penalty: 865.288635
	Iteration 50Q: 3 clusters Score -797385.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -797389.500000 Penalty: 865.288635
	Iteration 51Q: 3 clusters Score -797389.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -797393.500000 Penalty: 865.288635
	Iteration 52Q: 3 clusters Score -797393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -797395.812500 Penalty: 865.288635
	Iteration 53Q: 3 clusters Score -797395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -797398.750000 Penalty: 865.288635
	Iteration 54Q: 3 clusters Score -797398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -797401.812500 Penalty: 865.288635
	Iteration 55Q: 3 clusters Score -797401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -797404.062500 Penalty: 865.288635
	Iteration 56Q: 3 clusters Score -797404.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -797406.375000 Penalty: 865.288635
	Iteration 57Q: 3 clusters Score -797406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -797410.312500 Penalty: 865.288635
	Iteration 58Q: 3 clusters Score -797410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -797414.312500 Penalty: 865.288635
	Iteration 59Q: 3 clusters Score -797414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -797417.562500 Penalty: 865.288635
	Iteration 60F: 3 clusters Score -797417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -797418.625000 Penalty: 865.288635
	Iteration 61Q: 3 clusters Score -797418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -797422.062500 Penalty: 865.288635
	Iteration 62Q: 3 clusters Score -797422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -797426.625000 Penalty: 865.288635
	Iteration 63Q: 3 clusters Score -797426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -797427.500000 Penalty: 865.288635
	Iteration 64Q: 3 clusters Score -797427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -797428.187500 Penalty: 865.288635
	Iteration 65Q: 3 clusters Score -797428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -797430.375000 Penalty: 865.288635
	Iteration 66Q: 3 clusters Score -797430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -797432.500000 Penalty: 865.288635
	Iteration 67Q: 3 clusters Score -797432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -797433.562500 Penalty: 865.288635
	Iteration 68Q: 3 clusters Score -797433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -797433.375000 Penalty: 865.288635
	Iteration 69Q: 3 clusters Score -797433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -797433.562500 Penalty: 865.288635
	Iteration 70Q: 3 clusters Score -797433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -797435.562500 Penalty: 865.288635
	Iteration 71Q: 3 clusters Score -797435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -797437.000000 Penalty: 865.288635
	Iteration 72Q: 3 clusters Score -797437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -797437.750000 Penalty: 865.288635
	Iteration 73Q: 3 clusters Score -797437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -797437.250000 Penalty: 865.288635
	Iteration 74Q: 3 clusters Score -797437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -797439.750000 Penalty: 865.288635
	Iteration 75Q: 3 clusters Score -797439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -797440.062500 Penalty: 865.288635
	Iteration 76Q: 3 clusters Score -797440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -797440.687500 Penalty: 865.288635
	Iteration 77Q: 3 clusters Score -797440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -797440.687500 Penalty: 865.288635
	Iteration 78F: 3 clusters Score -797440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Entering Unmasked Estep 
Score: -1971600.375000 Penalty: 469.386780
	Iteration 0F: 2 clusters Score -1971600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1951680.750000 Penalty: 938.773560
	Iteration 0F: 3 clusters Score -1951681 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1960439.500000 Penalty: 938.773560
	Iteration 1F: 3 clusters Score -1960440 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1961184.125000 Penalty: 938.773560
	Iteration 2F: 3 clusters Score -1961184 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1962250.375000 Penalty: 938.773560
	Iteration 3F: 3 clusters Score -1962250 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1963793.625000 Penalty: 938.773560
	Iteration 4F: 3 clusters Score -1963794 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -1965450.125000 Penalty: 938.773560
	Iteration 5F: 3 clusters Score -1965450 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1966637.375000 Penalty: 938.773560
	Iteration 6F: 3 clusters Score -1966637 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -1967287.500000 Penalty: 938.773560
	Iteration 7Q: 3 clusters Score -1967288 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -1967692.625000 Penalty: 938.773560
	Iteration 8Q: 3 clusters Score -1967693 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -1968028.000000 Penalty: 938.773560
	Iteration 9Q: 3 clusters Score -1968028 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -1968374.875000 Penalty: 938.773560
	Iteration 10Q: 3 clusters Score -1968375 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -1968699.750000 Penalty: 938.773560
	Iteration 11Q: 3 clusters Score -1968700 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -1969051.250000 Penalty: 938.773560
	Iteration 12Q: 3 clusters Score -1969051 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -1969431.625000 Penalty: 938.773560
	Iteration 13Q: 3 clusters Score -1969432 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -1969737.375000 Penalty: 938.773560
	Iteration 14Q: 3 clusters Score -1969737 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -1969968.375000 Penalty: 938.773560
	Iteration 15Q: 3 clusters Score -1969968 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -1970177.875000 Penalty: 938.773560
	Iteration 16Q: 3 clusters Score -1970178 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1970365.875000 Penalty: 938.773560
	Iteration 17Q: 3 clusters Score -1970366 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -1970508.000000 Penalty: 938.773560
	Iteration 18Q: 3 clusters Score -1970508 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -1970601.750000 Penalty: 938.773560
	Iteration 19Q: 3 clusters Score -1970602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -1970670.375000 Penalty: 938.773560
	Iteration 20F: 3 clusters Score -1970670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -1970718.125000 Penalty: 938.773560
	Iteration 21Q: 3 clusters Score -1970718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -1970743.000000 Penalty: 938.773560
	Iteration 22Q: 3 clusters Score -1970743 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -1970774.500000 Penalty: 938.773560
	Iteration 23Q: 3 clusters Score -1970774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -1970799.000000 Penalty: 938.773560
	Iteration 24Q: 3 clusters Score -1970799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -1970817.625000 Penalty: 938.773560
	Iteration 25Q: 3 clusters Score -1970818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -1970836.875000 Penalty: 938.773560
	Iteration 26Q: 3 clusters Score -1970837 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -1970852.875000 Penalty: 938.773560
	Iteration 27Q: 3 clusters Score -1970853 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -1970885.750000 Penalty: 938.773560
	Iteration 28Q: 3 clusters Score -1970886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -1970898.250000 Penalty: 938.773560
	Iteration 29Q: 3 clusters Score -1970898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1970910.250000 Penalty: 938.773560
	Iteration 30Q: 3 clusters Score -1970910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -1970927.125000 Penalty: 938.773560
	Iteration 31Q: 3 clusters Score -1970927 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -1970941.750000 Penalty: 938.773560
	Iteration 32Q: 3 clusters Score -1970942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -1970956.125000 Penalty: 938.773560
	Iteration 33Q: 3 clusters Score -1970956 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -1970967.875000 Penalty: 938.773560
	Iteration 34Q: 3 clusters Score -1970968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -1970988.375000 Penalty: 938.773560
	Iteration 35Q: 3 clusters Score -1970988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -1971009.625000 Penalty: 938.773560
	Iteration 36Q: 3 clusters Score -1971010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -1971024.250000 Penalty: 938.773560
	Iteration 37Q: 3 clusters Score -1971024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -1971040.875000 Penalty: 938.773560
	Iteration 38Q: 3 clusters Score -1971041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -1971049.625000 Penalty: 938.773560
	Iteration 39Q: 3 clusters Score -1971050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -1971053.375000 Penalty: 938.773560
	Iteration 40F: 3 clusters Score -1971053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -1971061.250000 Penalty: 938.773560
	Iteration 41Q: 3 clusters Score -1971061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -1971077.750000 Penalty: 938.773560
	Iteration 42Q: 3 clusters Score -1971078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -1971084.750000 Penalty: 938.773560
	Iteration 43Q: 3 clusters Score -1971085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -1971102.250000 Penalty: 938.773560
	Iteration 44Q: 3 clusters Score -1971102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -1971106.625000 Penalty: 938.773560
	Iteration 45Q: 3 clusters Score -1971107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1971108.000000 Penalty: 938.773560
	Iteration 46Q: 3 clusters Score -1971108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -1971108.000000 Penalty: 938.773560
	Iteration 47Q: 3 clusters Score -1971108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -1971113.125000 Penalty: 938.773560
	Iteration 48Q: 3 clusters Score -1971113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -1971114.750000 Penalty: 938.773560
	Iteration 49Q: 3 clusters Score -1971115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -1971120.375000 Penalty: 938.773560
	Iteration 50Q: 3 clusters Score -1971120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -1971121.250000 Penalty: 938.773560
	Iteration 51Q: 3 clusters Score -1971121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -1971127.625000 Penalty: 938.773560
	Iteration 52Q: 3 clusters Score -1971128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -1971141.000000 Penalty: 938.773560
	Iteration 53Q: 3 clusters Score -1971141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -1971148.250000 Penalty: 938.773560
	Iteration 54Q: 3 clusters Score -1971148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -1971156.625000 Penalty: 938.773560
	Iteration 55Q: 3 clusters Score -1971157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -1971156.000000 Penalty: 938.773560
	Iteration 56Q: 3 clusters Score -1971156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1971158.375000 Penalty: 938.773560
	Iteration 57Q: 3 clusters Score -1971158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -1971160.750000 Penalty: 938.773560
	Iteration 58Q: 3 clusters Score -1971161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -1971161.000000 Penalty: 938.773560
	Iteration 59Q: 3 clusters Score -1971161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -1971163.875000 Penalty: 938.773560
	Iteration 60F: 3 clusters Score -1971164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -1971169.625000 Penalty: 938.773560
	Iteration 61Q: 3 clusters Score -1971170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -1971167.750000 Penalty: 938.773560
	Iteration 62Q: 3 clusters Score -1971168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -1971171.375000 Penalty: 938.773560
	Iteration 63Q: 3 clusters Score -1971171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -1971174.875000 Penalty: 938.773560
	Iteration 64Q: 3 clusters Score -1971175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1971177.875000 Penalty: 938.773560
	Iteration 65Q: 3 clusters Score -1971178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -1971181.250000 Penalty: 938.773560
	Iteration 66Q: 3 clusters Score -1971181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -1971187.375000 Penalty: 938.773560
	Iteration 67Q: 3 clusters Score -1971187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -1971191.625000 Penalty: 938.773560
	Iteration 68Q: 3 clusters Score -1971192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1971191.500000 Penalty: 938.773560
	Iteration 69Q: 3 clusters Score -1971192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -1971193.500000 Penalty: 938.773560
	Iteration 70Q: 3 clusters Score -1971194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -1971193.875000 Penalty: 938.773560
	Iteration 71Q: 3 clusters Score -1971194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1971198.000000 Penalty: 938.773560
	Iteration 72Q: 3 clusters Score -1971198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -1971199.625000 Penalty: 938.773560
	Iteration 73Q: 3 clusters Score -1971200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -1971198.125000 Penalty: 938.773560
	Iteration 74Q: 3 clusters Score -1971198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -1971199.500000 Penalty: 938.773560
	Iteration 75Q: 3 clusters Score -1971200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -1971200.625000 Penalty: 938.773560
	Iteration 76Q: 3 clusters Score -1971201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -1971201.000000 Penalty: 938.773560
	Iteration 77Q: 3 clusters Score -1971201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -1971202.500000 Penalty: 938.773560
	Iteration 78Q: 3 clusters Score -1971202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -1971201.500000 Penalty: 938.773560
	Iteration 79Q: 3 clusters Score -1971202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -1971202.875000 Penalty: 938.773560
	Iteration 80F: 3 clusters Score -1971203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -1971205.875000 Penalty: 938.773560
	Iteration 81Q: 3 clusters Score -1971206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -1971208.625000 Penalty: 938.773560
	Iteration 82Q: 3 clusters Score -1971209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -1971215.000000 Penalty: 938.773560
	Iteration 83Q: 3 clusters Score -1971215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -1971218.250000 Penalty: 938.773560
	Iteration 84Q: 3 clusters Score -1971218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -1971221.250000 Penalty: 938.773560
	Iteration 85Q: 3 clusters Score -1971221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -1971222.000000 Penalty: 938.773560
	Iteration 86Q: 3 clusters Score -1971222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -1971222.625000 Penalty: 938.773560
	Iteration 87Q: 3 clusters Score -1971223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -1971224.500000 Penalty: 938.773560
	Iteration 88Q: 3 clusters Score -1971224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -1971226.500000 Penalty: 938.773560
	Iteration 89Q: 3 clusters Score -1971226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -1971230.625000 Penalty: 938.773560
	Iteration 90Q: 3 clusters Score -1971231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -1971229.375000 Penalty: 938.773560
	Iteration 91Q: 3 clusters Score -1971229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -1971231.000000 Penalty: 938.773560
	Iteration 92Q: 3 clusters Score -1971231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -1971230.375000 Penalty: 938.773560
	Iteration 93Q: 3 clusters Score -1971230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -1971239.625000 Penalty: 938.773560
	Iteration 94Q: 3 clusters Score -1971240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -1971237.750000 Penalty: 938.773560
	Iteration 95Q: 3 clusters Score -1971238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -1971240.250000 Penalty: 938.773560
	Iteration 96Q: 3 clusters Score -1971240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -1971241.625000 Penalty: 938.773560
	Iteration 97Q: 3 clusters Score -1971242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -1971242.250000 Penalty: 938.773560
	Iteration 98Q: 3 clusters Score -1971242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -1971241.625000 Penalty: 938.773560
	Iteration 99Q: 3 clusters Score -1971242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -1971241.625000 Penalty: 938.773560
	Iteration 100F: 3 clusters Score -1971242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -1971240.000000 Penalty: 938.773560
	Iteration 101Q: 3 clusters Score -1971240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -1971242.000000 Penalty: 938.773560
	Iteration 102Q: 3 clusters Score -1971242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -1971241.750000 Penalty: 938.773560
	Iteration 103Q: 3 clusters Score -1971242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -1971243.000000 Penalty: 938.773560
	Iteration 104Q: 3 clusters Score -1971243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -1971242.500000 Penalty: 938.773560
	Iteration 105Q: 3 clusters Score -1971242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -1971241.875000 Penalty: 938.773560
	Iteration 106Q: 3 clusters Score -1971242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -1971244.125000 Penalty: 938.773560
	Iteration 107Q: 3 clusters Score -1971244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1971246.125000 Penalty: 938.773560
	Iteration 108Q: 3 clusters Score -1971246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -1971249.625000 Penalty: 938.773560
	Iteration 109Q: 3 clusters Score -1971250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -1971249.625000 Penalty: 938.773560
	Iteration 110F: 3 clusters Score -1971250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -227955.765625 Penalty: 371.212463
	Iteration 0F: 2 clusters Score -227955.8 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 1772 members 
Entering Unmasked Estep 
Score: -225585.078125 Penalty: 742.424927
	Iteration 0F: 3 clusters Score -225585.1 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -226543.546875 Penalty: 742.424927
	Iteration 1F: 3 clusters Score -226543.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -226705.531250 Penalty: 742.424927
	Iteration 2F: 3 clusters Score -226705.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -226834.171875 Penalty: 742.424927
	Iteration 3F: 3 clusters Score -226834.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -226987.953125 Penalty: 742.424927
	Iteration 4F: 3 clusters Score -226988 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -227177.781250 Penalty: 742.424927
	Iteration 5F: 3 clusters Score -227177.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -227383.890625 Penalty: 742.424927
	Iteration 6Q: 3 clusters Score -227383.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -227487.500000 Penalty: 742.424927
	Iteration 7Q: 3 clusters Score -227487.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -227515.453125 Penalty: 742.424927
	Iteration 8Q: 3 clusters Score -227515.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -227521.328125 Penalty: 742.424927
	Iteration 9Q: 3 clusters Score -227521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -227523.187500 Penalty: 742.424927
	Iteration 10Q: 3 clusters Score -227523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -227524.078125 Penalty: 742.424927
	Iteration 11Q: 3 clusters Score -227524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -227525.812500 Penalty: 742.424927
	Iteration 12Q: 3 clusters Score -227525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -227526.796875 Penalty: 742.424927
	Iteration 13Q: 3 clusters Score -227526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -227527.796875 Penalty: 742.424927
	Iteration 14Q: 3 clusters Score -227527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -227527.890625 Penalty: 742.424927
	Iteration 15Q: 3 clusters Score -227527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -227528.765625 Penalty: 742.424927
	Iteration 16Q: 3 clusters Score -227528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -227528.765625 Penalty: 742.424927
	Iteration 17F: 3 clusters Score -227528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -194332.031250 Penalty: 367.424866
	Iteration 0F: 2 clusters Score -194332 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 1616 members 
Entering Unmasked Estep 
Score: -192098.218750 Penalty: 734.849731
	Iteration 0F: 3 clusters Score -192098.2 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -192928.218750 Penalty: 734.849731
	Iteration 1F: 3 clusters Score -192928.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -193060.093750 Penalty: 734.849731
	Iteration 2F: 3 clusters Score -193060.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -193195.593750 Penalty: 734.849731
	Iteration 3F: 3 clusters Score -193195.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -193345.140625 Penalty: 734.849731
	Iteration 4F: 3 clusters Score -193345.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -193485.375000 Penalty: 734.849731
	Iteration 5F: 3 clusters Score -193485.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -193618.093750 Penalty: 734.849731
	Iteration 6Q: 3 clusters Score -193618.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -193747.562500 Penalty: 734.849731
	Iteration 7Q: 3 clusters Score -193747.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -193845.812500 Penalty: 734.849731
	Iteration 8Q: 3 clusters Score -193845.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -193904.093750 Penalty: 734.849731
	Iteration 9Q: 3 clusters Score -193904.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -193939.531250 Penalty: 734.849731
	Iteration 10Q: 3 clusters Score -193939.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -193966.093750 Penalty: 734.849731
	Iteration 11Q: 3 clusters Score -193966.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -193989.578125 Penalty: 734.849731
	Iteration 12Q: 3 clusters Score -193989.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -194010.734375 Penalty: 734.849731
	Iteration 13Q: 3 clusters Score -194010.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -194027.468750 Penalty: 734.849731
	Iteration 14Q: 3 clusters Score -194027.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -194044.796875 Penalty: 734.849731
	Iteration 15Q: 3 clusters Score -194044.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -194062.093750 Penalty: 734.849731
	Iteration 16Q: 3 clusters Score -194062.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -194074.609375 Penalty: 734.849731
	Iteration 17Q: 3 clusters Score -194074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -194084.265625 Penalty: 734.849731
	Iteration 18Q: 3 clusters Score -194084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -194088.093750 Penalty: 734.849731
	Iteration 19Q: 3 clusters Score -194088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -194089.093750 Penalty: 734.849731
	Iteration 20F: 3 clusters Score -194089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -194090.546875 Penalty: 734.849731
	Iteration 21Q: 3 clusters Score -194090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -194090.968750 Penalty: 734.849731
	Iteration 22Q: 3 clusters Score -194091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -194093.609375 Penalty: 734.849731
	Iteration 23Q: 3 clusters Score -194093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -194096.078125 Penalty: 734.849731
	Iteration 24Q: 3 clusters Score -194096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -194097.109375 Penalty: 734.849731
	Iteration 25Q: 3 clusters Score -194097.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -194099.937500 Penalty: 734.849731
	Iteration 26Q: 3 clusters Score -194099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -194100.687500 Penalty: 734.849731
	Iteration 27Q: 3 clusters Score -194100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -194100.687500 Penalty: 734.849731
	Iteration 28F: 3 clusters Score -194100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Entering Unmasked Estep 
Score: -950774.375000 Penalty: 438.181610
	Iteration 0F: 2 clusters Score -950774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -940591.062500 Penalty: 876.363220
	Iteration 0F: 3 clusters Score -940591.1 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -944668.937500 Penalty: 876.363220
	Iteration 1F: 3 clusters Score -944668.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -944832.062500 Penalty: 876.363220
	Iteration 2Q: 3 clusters Score -944832.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -945026.875000 Penalty: 876.363220
	Iteration 3Q: 3 clusters Score -945026.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -945318.000000 Penalty: 876.363220
	Iteration 4Q: 3 clusters Score -945318 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -945832.937500 Penalty: 876.363220
	Iteration 5F: 3 clusters Score -945832.9 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -946599.000000 Penalty: 876.363220
	Iteration 6F: 3 clusters Score -946599 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -947607.500000 Penalty: 876.363220
	Iteration 7F: 3 clusters Score -947607.5 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -948661.500000 Penalty: 876.363220
	Iteration 8F: 3 clusters Score -948661.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -949503.000000 Penalty: 876.363220
	Iteration 9F: 3 clusters Score -949503 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -950050.437500 Penalty: 876.363220
	Iteration 10Q: 3 clusters Score -950050.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -950311.000000 Penalty: 876.363220
	Iteration 11Q: 3 clusters Score -950311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -950372.250000 Penalty: 876.363220
	Iteration 12Q: 3 clusters Score -950372.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -950393.437500 Penalty: 876.363220
	Iteration 13Q: 3 clusters Score -950393.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -950405.062500 Penalty: 876.363220
	Iteration 14Q: 3 clusters Score -950405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -950407.687500 Penalty: 876.363220
	Iteration 15Q: 3 clusters Score -950407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -950410.250000 Penalty: 876.363220
	Iteration 16Q: 3 clusters Score -950410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -950410.500000 Penalty: 876.363220
	Iteration 17Q: 3 clusters Score -950410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -950410.500000 Penalty: 876.363220
	Iteration 18F: 3 clusters Score -950410.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -285268.375000 Penalty: 381.684845
	Iteration 0F: 2 clusters Score -285268.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -282361.875000 Penalty: 763.369690
	Iteration 0F: 3 clusters Score -282361.9 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -283412.250000 Penalty: 763.369690
	Iteration 1F: 3 clusters Score -283412.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -283551.468750 Penalty: 763.369690
	Iteration 2F: 3 clusters Score -283551.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -283680.968750 Penalty: 763.369690
	Iteration 3F: 3 clusters Score -283681 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -283831.906250 Penalty: 763.369690
	Iteration 4F: 3 clusters Score -283831.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -284021.000000 Penalty: 763.369690
	Iteration 5F: 3 clusters Score -284021 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -284220.375000 Penalty: 763.369690
	Iteration 6F: 3 clusters Score -284220.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -284394.500000 Penalty: 763.369690
	Iteration 7Q: 3 clusters Score -284394.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -284544.031250 Penalty: 763.369690
	Iteration 8Q: 3 clusters Score -284544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -284631.312500 Penalty: 763.369690
	Iteration 9Q: 3 clusters Score -284631.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -284665.562500 Penalty: 763.369690
	Iteration 10Q: 3 clusters Score -284665.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -284694.968750 Penalty: 763.369690
	Iteration 11Q: 3 clusters Score -284695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -284713.500000 Penalty: 763.369690
	Iteration 12Q: 3 clusters Score -284713.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -284730.593750 Penalty: 763.369690
	Iteration 13Q: 3 clusters Score -284730.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -284747.750000 Penalty: 763.369690
	Iteration 14Q: 3 clusters Score -284747.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -284763.406250 Penalty: 763.369690
	Iteration 15Q: 3 clusters Score -284763.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -284777.906250 Penalty: 763.369690
	Iteration 16Q: 3 clusters Score -284777.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -284786.656250 Penalty: 763.369690
	Iteration 17Q: 3 clusters Score -284786.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -284794.406250 Penalty: 763.369690
	Iteration 18Q: 3 clusters Score -284794.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -284802.750000 Penalty: 763.369690
	Iteration 19Q: 3 clusters Score -284802.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -284811.218750 Penalty: 763.369690
	Iteration 20F: 3 clusters Score -284811.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -284819.062500 Penalty: 763.369690
	Iteration 21Q: 3 clusters Score -284819.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -284826.468750 Penalty: 763.369690
	Iteration 22Q: 3 clusters Score -284826.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -284834.781250 Penalty: 763.369690
	Iteration 23Q: 3 clusters Score -284834.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -284843.437500 Penalty: 763.369690
	Iteration 24Q: 3 clusters Score -284843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -284852.343750 Penalty: 763.369690
	Iteration 25Q: 3 clusters Score -284852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -284860.281250 Penalty: 763.369690
	Iteration 26Q: 3 clusters Score -284860.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -284863.781250 Penalty: 763.369690
	Iteration 27Q: 3 clusters Score -284863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -284869.218750 Penalty: 763.369690
	Iteration 28Q: 3 clusters Score -284869.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -284877.000000 Penalty: 763.369690
	Iteration 29Q: 3 clusters Score -284877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -284883.656250 Penalty: 763.369690
	Iteration 30Q: 3 clusters Score -284883.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -284888.375000 Penalty: 763.369690
	Iteration 31Q: 3 clusters Score -284888.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -284895.843750 Penalty: 763.369690
	Iteration 32Q: 3 clusters Score -284895.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -284901.937500 Penalty: 763.369690
	Iteration 33Q: 3 clusters Score -284901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -284905.125000 Penalty: 763.369690
	Iteration 34Q: 3 clusters Score -284905.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -284911.812500 Penalty: 763.369690
	Iteration 35Q: 3 clusters Score -284911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -284914.437500 Penalty: 763.369690
	Iteration 36Q: 3 clusters Score -284914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -284915.250000 Penalty: 763.369690
	Iteration 37Q: 3 clusters Score -284915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -284915.875000 Penalty: 763.369690
	Iteration 38Q: 3 clusters Score -284915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -284916.906250 Penalty: 763.369690
	Iteration 39Q: 3 clusters Score -284916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -284917.343750 Penalty: 763.369690
	Iteration 40F: 3 clusters Score -284917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -284917.437500 Penalty: 763.369690
	Iteration 41Q: 3 clusters Score -284917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -284917.437500 Penalty: 763.369690
	Iteration 42F: 3 clusters Score -284917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -87457.492188 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -87457.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -86401.437500 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -86401.44 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -86714.250000 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -86714.25 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -86766.414062 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -86766.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -86814.367188 Penalty: 657.187012
	Iteration 3F: 3 clusters Score -86814.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -86874.156250 Penalty: 657.187012
	Iteration 4F: 3 clusters Score -86874.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -86959.351562 Penalty: 657.187012
	Iteration 5F: 3 clusters Score -86959.35 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -87069.140625 Penalty: 657.187012
	Iteration 6F: 3 clusters Score -87069.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -87138.578125 Penalty: 657.187012
	Iteration 7F: 3 clusters Score -87138.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -87199.351562 Penalty: 657.187012
	Iteration 8Q: 3 clusters Score -87199.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -87227.101562 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -87227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -87248.937500 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -87248.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -87269.460938 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -87269.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -87275.453125 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -87275.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -87278.007812 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -87278.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -87279.039062 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -87279.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -87279.867188 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -87279.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -87279.867188 Penalty: 657.187012
	Iteration 16F: 3 clusters Score -87279.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Entering Unmasked Estep 
Score: -911181.125000 Penalty: 433.794464
	Iteration 0F: 2 clusters Score -911181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -901959.812500 Penalty: 867.588928
	Iteration 0F: 3 clusters Score -901959.8 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -906010.562500 Penalty: 867.588928
	Iteration 1F: 3 clusters Score -906010.6 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -906495.687500 Penalty: 867.588928
	Iteration 2F: 3 clusters Score -906495.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -907165.312500 Penalty: 867.588928
	Iteration 3F: 3 clusters Score -907165.3 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -908050.375000 Penalty: 867.588928
	Iteration 4F: 3 clusters Score -908050.4 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -909022.062500 Penalty: 867.588928
	Iteration 5F: 3 clusters Score -909022.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -909849.000000 Penalty: 867.588928
	Iteration 6F: 3 clusters Score -909849 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -910365.875000 Penalty: 867.588928
	Iteration 7Q: 3 clusters Score -910365.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -910595.187500 Penalty: 867.588928
	Iteration 8Q: 3 clusters Score -910595.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -910714.187500 Penalty: 867.588928
	Iteration 9Q: 3 clusters Score -910714.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -910757.812500 Penalty: 867.588928
	Iteration 10Q: 3 clusters Score -910757.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -910781.125000 Penalty: 867.588928
	Iteration 11Q: 3 clusters Score -910781.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -910797.500000 Penalty: 867.588928
	Iteration 12Q: 3 clusters Score -910797.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -910807.687500 Penalty: 867.588928
	Iteration 13Q: 3 clusters Score -910807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -910812.187500 Penalty: 867.588928
	Iteration 14Q: 3 clusters Score -910812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -910816.562500 Penalty: 867.588928
	Iteration 15Q: 3 clusters Score -910816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -910817.437500 Penalty: 867.588928
	Iteration 16Q: 3 clusters Score -910817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -910821.562500 Penalty: 867.588928
	Iteration 17Q: 3 clusters Score -910821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -910820.937500 Penalty: 867.588928
	Iteration 18Q: 3 clusters Score -910820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -910820.937500 Penalty: 867.588928
	Iteration 19F: 3 clusters Score -910820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Entering Unmasked Estep 
Score: -1091311.625000 Penalty: 441.921906
	Iteration 0F: 2 clusters Score -1091312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1080118.750000 Penalty: 883.843811
	Iteration 0F: 3 clusters Score -1080119 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1084674.500000 Penalty: 883.843811
	Iteration 1F: 3 clusters Score -1084674 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1085073.625000 Penalty: 883.843811
	Iteration 2F: 3 clusters Score -1085074 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1085741.875000 Penalty: 883.843811
	Iteration 3F: 3 clusters Score -1085742 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1086838.500000 Penalty: 883.843811
	Iteration 4F: 3 clusters Score -1086838 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1088194.625000 Penalty: 883.843811
	Iteration 5F: 3 clusters Score -1088195 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1089433.250000 Penalty: 883.843811
	Iteration 6F: 3 clusters Score -1089433 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1090256.375000 Penalty: 883.843811
	Iteration 7Q: 3 clusters Score -1090256 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1090654.125000 Penalty: 883.843811
	Iteration 8Q: 3 clusters Score -1090654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1090813.250000 Penalty: 883.843811
	Iteration 9Q: 3 clusters Score -1090813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1090879.250000 Penalty: 883.843811
	Iteration 10Q: 3 clusters Score -1090879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1090902.750000 Penalty: 883.843811
	Iteration 11Q: 3 clusters Score -1090903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1090916.125000 Penalty: 883.843811
	Iteration 12Q: 3 clusters Score -1090916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1090926.750000 Penalty: 883.843811
	Iteration 13Q: 3 clusters Score -1090927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1090930.375000 Penalty: 883.843811
	Iteration 14Q: 3 clusters Score -1090930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1090932.000000 Penalty: 883.843811
	Iteration 15Q: 3 clusters Score -1090932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1090934.250000 Penalty: 883.843811
	Iteration 16Q: 3 clusters Score -1090934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1090934.250000 Penalty: 883.843811
	Iteration 17F: 3 clusters Score -1090934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Entering Unmasked Estep 
Score: -5578866.500000 Penalty: 518.897827
	Iteration 0F: 2 clusters Score -5578866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -5526545.000000 Penalty: 1037.795654
	Iteration 0F: 3 clusters Score -5526545 nChanged 43952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -5553983.500000 Penalty: 1037.795654
	Iteration 1F: 3 clusters Score -5553984 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -5556048.000000 Penalty: 1037.795654
	Iteration 2Q: 3 clusters Score -5556048 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -5559313.500000 Penalty: 1037.795654
	Iteration 3F: 3 clusters Score -5559314 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -5563982.000000 Penalty: 1037.795654
	Iteration 4F: 3 clusters Score -5563982 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -5569085.000000 Penalty: 1037.795654
	Iteration 5F: 3 clusters Score -5569085 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -5573328.000000 Penalty: 1037.795654
	Iteration 6F: 3 clusters Score -5573328 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -5575995.500000 Penalty: 1037.795654
	Iteration 7Q: 3 clusters Score -5575996 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -5577268.500000 Penalty: 1037.795654
	Iteration 8Q: 3 clusters Score -5577268 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -5577852.000000 Penalty: 1037.795654
	Iteration 9Q: 3 clusters Score -5577852 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -5578071.000000 Penalty: 1037.795654
	Iteration 10Q: 3 clusters Score -5578071 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -5578181.000000 Penalty: 1037.795654
	Iteration 11Q: 3 clusters Score -5578181 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -5578149.500000 Penalty: 1037.795654
	Iteration 12Q: 3 clusters Score -5578150 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -5578063.000000 Penalty: 1037.795654
	Iteration 13Q: 3 clusters Score -5578063 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -5577921.000000 Penalty: 1037.795654
	Iteration 14Q: 3 clusters Score -5577921 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -5577938.500000 Penalty: 1037.795654
	Iteration 15Q: 3 clusters Score -5577938 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -5577937.500000 Penalty: 1037.795654
	Iteration 16Q: 3 clusters Score -5577938 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -5577982.000000 Penalty: 1037.795654
	Iteration 17Q: 3 clusters Score -5577982 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -5577989.000000 Penalty: 1037.795654
	Iteration 18Q: 3 clusters Score -5577989 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -5578245.000000 Penalty: 1037.795654
	Iteration 19Q: 3 clusters Score -5578245 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -5578194.500000 Penalty: 1037.795654
	Iteration 20F: 3 clusters Score -5578194 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -5578200.500000 Penalty: 1037.795654
	Iteration 21Q: 3 clusters Score -5578200 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -5578287.000000 Penalty: 1037.795654
	Iteration 22Q: 3 clusters Score -5578287 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -5578305.000000 Penalty: 1037.795654
	Iteration 23Q: 3 clusters Score -5578305 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -5578327.000000 Penalty: 1037.795654
	Iteration 24Q: 3 clusters Score -5578327 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -5578367.500000 Penalty: 1037.795654
	Iteration 25Q: 3 clusters Score -5578368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -5578328.000000 Penalty: 1037.795654
	Iteration 26Q: 3 clusters Score -5578328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -5578354.500000 Penalty: 1037.795654
	Iteration 27Q: 3 clusters Score -5578354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -5578390.500000 Penalty: 1037.795654
	Iteration 28Q: 3 clusters Score -5578390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -5578401.500000 Penalty: 1037.795654
	Iteration 29Q: 3 clusters Score -5578402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -5578412.000000 Penalty: 1037.795654
	Iteration 30Q: 3 clusters Score -5578412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -5578426.500000 Penalty: 1037.795654
	Iteration 31Q: 3 clusters Score -5578426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -5578442.000000 Penalty: 1037.795654
	Iteration 32Q: 3 clusters Score -5578442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -5578433.500000 Penalty: 1037.795654
	Iteration 33Q: 3 clusters Score -5578434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -5578429.000000 Penalty: 1037.795654
	Iteration 34Q: 3 clusters Score -5578429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -5578448.000000 Penalty: 1037.795654
	Iteration 35Q: 3 clusters Score -5578448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -5578452.500000 Penalty: 1037.795654
	Iteration 36Q: 3 clusters Score -5578452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -5578470.000000 Penalty: 1037.795654
	Iteration 37Q: 3 clusters Score -5578470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -5578472.000000 Penalty: 1037.795654
	Iteration 38Q: 3 clusters Score -5578472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -5578479.500000 Penalty: 1037.795654
	Iteration 39Q: 3 clusters Score -5578480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -5578496.500000 Penalty: 1037.795654
	Iteration 40F: 3 clusters Score -5578496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -5578503.500000 Penalty: 1037.795654
	Iteration 41Q: 3 clusters Score -5578504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -5578497.500000 Penalty: 1037.795654
	Iteration 42Q: 3 clusters Score -5578498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -5578505.500000 Penalty: 1037.795654
	Iteration 43Q: 3 clusters Score -5578506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -5578513.500000 Penalty: 1037.795654
	Iteration 44Q: 3 clusters Score -5578514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -5578513.000000 Penalty: 1037.795654
	Iteration 45Q: 3 clusters Score -5578513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -5578524.500000 Penalty: 1037.795654
	Iteration 46Q: 3 clusters Score -5578524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -5578519.500000 Penalty: 1037.795654
	Iteration 47Q: 3 clusters Score -5578520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -5578522.000000 Penalty: 1037.795654
	Iteration 48Q: 3 clusters Score -5578522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -5578527.000000 Penalty: 1037.795654
	Iteration 49Q: 3 clusters Score -5578527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -5578518.000000 Penalty: 1037.795654
	Iteration 50Q: 3 clusters Score -5578518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -5578519.500000 Penalty: 1037.795654
	Iteration 51Q: 3 clusters Score -5578520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -5578523.000000 Penalty: 1037.795654
	Iteration 52Q: 3 clusters Score -5578523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -5578520.500000 Penalty: 1037.795654
	Iteration 53Q: 3 clusters Score -5578520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -5578520.000000 Penalty: 1037.795654
	Iteration 54Q: 3 clusters Score -5578520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -5578526.000000 Penalty: 1037.795654
	Iteration 55Q: 3 clusters Score -5578526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -5578529.000000 Penalty: 1037.795654
	Iteration 56Q: 3 clusters Score -5578529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -5578521.000000 Penalty: 1037.795654
	Iteration 57Q: 3 clusters Score -5578521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -5578523.500000 Penalty: 1037.795654
	Iteration 58Q: 3 clusters Score -5578524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -5578520.000000 Penalty: 1037.795654
	Iteration 59Q: 3 clusters Score -5578520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -5578524.000000 Penalty: 1037.795654
	Iteration 60F: 3 clusters Score -5578524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -5578523.000000 Penalty: 1037.795654
	Iteration 61Q: 3 clusters Score -5578523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -5578523.000000 Penalty: 1037.795654
	Iteration 62F: 3 clusters Score -5578523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Entering Unmasked Estep 
Score: -2752584.500000 Penalty: 484.511749
	Iteration 0F: 2 clusters Score -2752584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2724624.500000 Penalty: 969.023499
	Iteration 0F: 3 clusters Score -2724624 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2737260.250000 Penalty: 969.023499
	Iteration 1F: 3 clusters Score -2737260 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2738072.500000 Penalty: 969.023499
	Iteration 2Q: 3 clusters Score -2738072 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2739424.750000 Penalty: 969.023499
	Iteration 3F: 3 clusters Score -2739425 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2741554.250000 Penalty: 969.023499
	Iteration 4F: 3 clusters Score -2741554 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2743886.500000 Penalty: 969.023499
	Iteration 5F: 3 clusters Score -2743886 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2745322.000000 Penalty: 969.023499
	Iteration 6F: 3 clusters Score -2745322 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2745801.750000 Penalty: 969.023499
	Iteration 7Q: 3 clusters Score -2745802 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2745962.000000 Penalty: 969.023499
	Iteration 8Q: 3 clusters Score -2745962 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2746083.750000 Penalty: 969.023499
	Iteration 9Q: 3 clusters Score -2746084 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2746159.250000 Penalty: 969.023499
	Iteration 10Q: 3 clusters Score -2746159 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2746271.000000 Penalty: 969.023499
	Iteration 11Q: 3 clusters Score -2746271 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2746415.500000 Penalty: 969.023499
	Iteration 12Q: 3 clusters Score -2746416 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2746538.250000 Penalty: 969.023499
	Iteration 13Q: 3 clusters Score -2746538 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2746678.250000 Penalty: 969.023499
	Iteration 14Q: 3 clusters Score -2746678 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2746847.000000 Penalty: 969.023499
	Iteration 15Q: 3 clusters Score -2746847 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2747054.500000 Penalty: 969.023499
	Iteration 16Q: 3 clusters Score -2747054 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2747235.750000 Penalty: 969.023499
	Iteration 17Q: 3 clusters Score -2747236 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2747471.000000 Penalty: 969.023499
	Iteration 18Q: 3 clusters Score -2747471 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2747661.250000 Penalty: 969.023499
	Iteration 19Q: 3 clusters Score -2747661 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2747859.250000 Penalty: 969.023499
	Iteration 20F: 3 clusters Score -2747859 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2748030.250000 Penalty: 969.023499
	Iteration 21Q: 3 clusters Score -2748030 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2748248.750000 Penalty: 969.023499
	Iteration 22Q: 3 clusters Score -2748249 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2748394.500000 Penalty: 969.023499
	Iteration 23Q: 3 clusters Score -2748394 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2748601.750000 Penalty: 969.023499
	Iteration 24Q: 3 clusters Score -2748602 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2748768.250000 Penalty: 969.023499
	Iteration 25Q: 3 clusters Score -2748768 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2748932.250000 Penalty: 969.023499
	Iteration 26Q: 3 clusters Score -2748932 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2749055.250000 Penalty: 969.023499
	Iteration 27Q: 3 clusters Score -2749055 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2749167.500000 Penalty: 969.023499
	Iteration 28Q: 3 clusters Score -2749168 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2749256.500000 Penalty: 969.023499
	Iteration 29Q: 3 clusters Score -2749256 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2749329.250000 Penalty: 969.023499
	Iteration 30Q: 3 clusters Score -2749329 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2749402.250000 Penalty: 969.023499
	Iteration 31Q: 3 clusters Score -2749402 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2749478.250000 Penalty: 969.023499
	Iteration 32Q: 3 clusters Score -2749478 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2749531.500000 Penalty: 969.023499
	Iteration 33Q: 3 clusters Score -2749532 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2749590.000000 Penalty: 969.023499
	Iteration 34Q: 3 clusters Score -2749590 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2749616.500000 Penalty: 969.023499
	Iteration 35Q: 3 clusters Score -2749616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2749640.750000 Penalty: 969.023499
	Iteration 36Q: 3 clusters Score -2749641 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2749654.750000 Penalty: 969.023499
	Iteration 37Q: 3 clusters Score -2749655 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2749680.250000 Penalty: 969.023499
	Iteration 38Q: 3 clusters Score -2749680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2749692.000000 Penalty: 969.023499
	Iteration 39Q: 3 clusters Score -2749692 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2749706.000000 Penalty: 969.023499
	Iteration 40F: 3 clusters Score -2749706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2749714.000000 Penalty: 969.023499
	Iteration 41Q: 3 clusters Score -2749714 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2749731.500000 Penalty: 969.023499
	Iteration 42Q: 3 clusters Score -2749732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2749733.250000 Penalty: 969.023499
	Iteration 43Q: 3 clusters Score -2749733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2749730.750000 Penalty: 969.023499
	Iteration 44Q: 3 clusters Score -2749731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2749740.500000 Penalty: 969.023499
	Iteration 45Q: 3 clusters Score -2749740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2749751.500000 Penalty: 969.023499
	Iteration 46Q: 3 clusters Score -2749752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2749770.000000 Penalty: 969.023499
	Iteration 47Q: 3 clusters Score -2749770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2749768.000000 Penalty: 969.023499
	Iteration 48Q: 3 clusters Score -2749768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2749776.250000 Penalty: 969.023499
	Iteration 49Q: 3 clusters Score -2749776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2749778.500000 Penalty: 969.023499
	Iteration 50Q: 3 clusters Score -2749778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2749784.000000 Penalty: 969.023499
	Iteration 51Q: 3 clusters Score -2749784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2749794.500000 Penalty: 969.023499
	Iteration 52Q: 3 clusters Score -2749794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2749794.000000 Penalty: 969.023499
	Iteration 53Q: 3 clusters Score -2749794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2749786.750000 Penalty: 969.023499
	Iteration 54Q: 3 clusters Score -2749787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2749791.750000 Penalty: 969.023499
	Iteration 55Q: 3 clusters Score -2749792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2749796.250000 Penalty: 969.023499
	Iteration 56Q: 3 clusters Score -2749796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2749797.750000 Penalty: 969.023499
	Iteration 57Q: 3 clusters Score -2749798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2749800.000000 Penalty: 969.023499
	Iteration 58Q: 3 clusters Score -2749800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2749801.500000 Penalty: 969.023499
	Iteration 59Q: 3 clusters Score -2749802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2749798.000000 Penalty: 969.023499
	Iteration 60F: 3 clusters Score -2749798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2749795.000000 Penalty: 969.023499
	Iteration 61Q: 3 clusters Score -2749795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2749795.000000 Penalty: 969.023499
	Iteration 62Q: 3 clusters Score -2749795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2749796.500000 Penalty: 969.023499
	Iteration 63Q: 3 clusters Score -2749796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2749796.750000 Penalty: 969.023499
	Iteration 64Q: 3 clusters Score -2749797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2749797.500000 Penalty: 969.023499
	Iteration 65Q: 3 clusters Score -2749798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2749799.000000 Penalty: 969.023499
	Iteration 66Q: 3 clusters Score -2749799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2749800.500000 Penalty: 969.023499
	Iteration 67Q: 3 clusters Score -2749800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2749796.000000 Penalty: 969.023499
	Iteration 68Q: 3 clusters Score -2749796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2749796.000000 Penalty: 969.023499
	Iteration 69F: 3 clusters Score -2749796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -96639.843750 Penalty: 331.863251
	Iteration 0F: 2 clusters Score -96639.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -95530.664062 Penalty: 663.726501
	Iteration 0F: 3 clusters Score -95530.66 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -95882.898438 Penalty: 663.726501
	Iteration 1F: 3 clusters Score -95882.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -95957.437500 Penalty: 663.726501
	Iteration 2F: 3 clusters Score -95957.44 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -96010.851562 Penalty: 663.726501
	Iteration 3F: 3 clusters Score -96010.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -96055.414062 Penalty: 663.726501
	Iteration 4Q: 3 clusters Score -96055.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -96106.734375 Penalty: 663.726501
	Iteration 5Q: 3 clusters Score -96106.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -96145.757812 Penalty: 663.726501
	Iteration 6Q: 3 clusters Score -96145.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -96167.945312 Penalty: 663.726501
	Iteration 7Q: 3 clusters Score -96167.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -96186.390625 Penalty: 663.726501
	Iteration 8Q: 3 clusters Score -96186.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -96207.531250 Penalty: 663.726501
	Iteration 9Q: 3 clusters Score -96207.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -96220.812500 Penalty: 663.726501
	Iteration 10Q: 3 clusters Score -96220.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -96226.125000 Penalty: 663.726501
	Iteration 11Q: 3 clusters Score -96226.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -96230.835938 Penalty: 663.726501
	Iteration 12Q: 3 clusters Score -96230.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -96233.742188 Penalty: 663.726501
	Iteration 13Q: 3 clusters Score -96233.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -96236.539062 Penalty: 663.726501
	Iteration 14Q: 3 clusters Score -96236.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -96239.195312 Penalty: 663.726501
	Iteration 15Q: 3 clusters Score -96239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -96241.625000 Penalty: 663.726501
	Iteration 16Q: 3 clusters Score -96241.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96243.281250 Penalty: 663.726501
	Iteration 17Q: 3 clusters Score -96243.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -96244.398438 Penalty: 663.726501
	Iteration 18Q: 3 clusters Score -96244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96247.992188 Penalty: 663.726501
	Iteration 19Q: 3 clusters Score -96247.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -96251.375000 Penalty: 663.726501
	Iteration 20F: 3 clusters Score -96251.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -96253.656250 Penalty: 663.726501
	Iteration 21Q: 3 clusters Score -96253.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -96255.757812 Penalty: 663.726501
	Iteration 22Q: 3 clusters Score -96255.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -96257.875000 Penalty: 663.726501
	Iteration 23Q: 3 clusters Score -96257.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -96261.359375 Penalty: 663.726501
	Iteration 24Q: 3 clusters Score -96261.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -96264.109375 Penalty: 663.726501
	Iteration 25Q: 3 clusters Score -96264.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -96265.343750 Penalty: 663.726501
	Iteration 26Q: 3 clusters Score -96265.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -96267.820312 Penalty: 663.726501
	Iteration 27Q: 3 clusters Score -96267.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -96271.218750 Penalty: 663.726501
	Iteration 28Q: 3 clusters Score -96271.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -96273.304688 Penalty: 663.726501
	Iteration 29Q: 3 clusters Score -96273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -96274.914062 Penalty: 663.726501
	Iteration 30Q: 3 clusters Score -96274.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -96275.710938 Penalty: 663.726501
	Iteration 31Q: 3 clusters Score -96275.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -96275.992188 Penalty: 663.726501
	Iteration 32Q: 3 clusters Score -96275.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -96276.875000 Penalty: 663.726501
	Iteration 33Q: 3 clusters Score -96276.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -96277.601562 Penalty: 663.726501
	Iteration 34Q: 3 clusters Score -96277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -96278.843750 Penalty: 663.726501
	Iteration 35Q: 3 clusters Score -96278.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -96279.367188 Penalty: 663.726501
	Iteration 36Q: 3 clusters Score -96279.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -96279.867188 Penalty: 663.726501
	Iteration 37Q: 3 clusters Score -96279.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -96280.328125 Penalty: 663.726501
	Iteration 38Q: 3 clusters Score -96280.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -96280.328125 Penalty: 663.726501
	Iteration 39F: 3 clusters Score -96280.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (65167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Entering Unmasked Estep 
Score: -4180944.500000 Penalty: 504.354218
	Iteration 0F: 2 clusters Score -4180944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4137380.750000 Penalty: 1008.708435
	Iteration 0F: 3 clusters Score -4137381 nChanged 31728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4156573.500000 Penalty: 1008.708435
	Iteration 1F: 3 clusters Score -4156574 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4157734.000000 Penalty: 1008.708435
	Iteration 2Q: 3 clusters Score -4157734 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4159619.500000 Penalty: 1008.708435
	Iteration 3F: 3 clusters Score -4159620 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -4162736.750000 Penalty: 1008.708435
	Iteration 4F: 3 clusters Score -4162737 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4166323.000000 Penalty: 1008.708435
	Iteration 5F: 3 clusters Score -4166323 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4168612.500000 Penalty: 1008.708435
	Iteration 6F: 3 clusters Score -4168612 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4169321.000000 Penalty: 1008.708435
	Iteration 7Q: 3 clusters Score -4169321 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -4169557.000000 Penalty: 1008.708435
	Iteration 8Q: 3 clusters Score -4169557 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4169731.500000 Penalty: 1008.708435
	Iteration 9Q: 3 clusters Score -4169732 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4169896.500000 Penalty: 1008.708435
	Iteration 10Q: 3 clusters Score -4169896 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4170037.250000 Penalty: 1008.708435
	Iteration 11Q: 3 clusters Score -4170037 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4170263.750000 Penalty: 1008.708435
	Iteration 12Q: 3 clusters Score -4170264 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4170452.750000 Penalty: 1008.708435
	Iteration 13Q: 3 clusters Score -4170453 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4170722.750000 Penalty: 1008.708435
	Iteration 14Q: 3 clusters Score -4170723 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -4170944.750000 Penalty: 1008.708435
	Iteration 15Q: 3 clusters Score -4170945 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -4171142.500000 Penalty: 1008.708435
	Iteration 16Q: 3 clusters Score -4171142 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -4171315.750000 Penalty: 1008.708435
	Iteration 17Q: 3 clusters Score -4171316 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -4171547.750000 Penalty: 1008.708435
	Iteration 18Q: 3 clusters Score -4171548 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -4171759.000000 Penalty: 1008.708435
	Iteration 19Q: 3 clusters Score -4171759 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -4171934.500000 Penalty: 1008.708435
	Iteration 20F: 3 clusters Score -4171934 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -4172171.250000 Penalty: 1008.708435
	Iteration 21Q: 3 clusters Score -4172171 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -4172468.500000 Penalty: 1008.708435
	Iteration 22Q: 3 clusters Score -4172468 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -4172731.250000 Penalty: 1008.708435
	Iteration 23Q: 3 clusters Score -4172731 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -4173006.000000 Penalty: 1008.708435
	Iteration 24Q: 3 clusters Score -4173006 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -4173314.500000 Penalty: 1008.708435
	Iteration 25Q: 3 clusters Score -4173314 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -4173625.500000 Penalty: 1008.708435
	Iteration 26Q: 3 clusters Score -4173626 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -4173926.500000 Penalty: 1008.708435
	Iteration 27Q: 3 clusters Score -4173926 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -4174316.750000 Penalty: 1008.708435
	Iteration 28Q: 3 clusters Score -4174317 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -4174697.000000 Penalty: 1008.708435
	Iteration 29Q: 3 clusters Score -4174697 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -4175071.750000 Penalty: 1008.708435
	Iteration 30Q: 3 clusters Score -4175072 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -4175409.500000 Penalty: 1008.708435
	Iteration 31Q: 3 clusters Score -4175410 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -4175740.000000 Penalty: 1008.708435
	Iteration 32Q: 3 clusters Score -4175740 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -4176143.250000 Penalty: 1008.708435
	Iteration 33Q: 3 clusters Score -4176143 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -4176519.500000 Penalty: 1008.708435
	Iteration 34Q: 3 clusters Score -4176520 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -4176854.500000 Penalty: 1008.708435
	Iteration 35Q: 3 clusters Score -4176854 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -4177194.250000 Penalty: 1008.708435
	Iteration 36Q: 3 clusters Score -4177194 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -4177490.750000 Penalty: 1008.708435
	Iteration 37Q: 3 clusters Score -4177491 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -4177749.250000 Penalty: 1008.708435
	Iteration 38Q: 3 clusters Score -4177749 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -4177990.250000 Penalty: 1008.708435
	Iteration 39Q: 3 clusters Score -4177990 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -4178285.750000 Penalty: 1008.708435
	Iteration 40F: 3 clusters Score -4178286 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -4178561.000000 Penalty: 1008.708435
	Iteration 41Q: 3 clusters Score -4178561 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -4178822.500000 Penalty: 1008.708435
	Iteration 42Q: 3 clusters Score -4178822 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -4179029.000000 Penalty: 1008.708435
	Iteration 43Q: 3 clusters Score -4179029 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -4179216.500000 Penalty: 1008.708435
	Iteration 44Q: 3 clusters Score -4179216 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -4179440.250000 Penalty: 1008.708435
	Iteration 45Q: 3 clusters Score -4179440 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -4179599.250000 Penalty: 1008.708435
	Iteration 46Q: 3 clusters Score -4179599 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -4179755.750000 Penalty: 1008.708435
	Iteration 47Q: 3 clusters Score -4179756 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -4179900.250000 Penalty: 1008.708435
	Iteration 48Q: 3 clusters Score -4179900 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -4180000.250000 Penalty: 1008.708435
	Iteration 49Q: 3 clusters Score -4180000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -4180100.750000 Penalty: 1008.708435
	Iteration 50Q: 3 clusters Score -4180101 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -4180182.250000 Penalty: 1008.708435
	Iteration 51Q: 3 clusters Score -4180182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -4180253.500000 Penalty: 1008.708435
	Iteration 52Q: 3 clusters Score -4180254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -4180312.750000 Penalty: 1008.708435
	Iteration 53Q: 3 clusters Score -4180313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -4180366.250000 Penalty: 1008.708435
	Iteration 54Q: 3 clusters Score -4180366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -4180396.000000 Penalty: 1008.708435
	Iteration 55Q: 3 clusters Score -4180396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -4180420.500000 Penalty: 1008.708435
	Iteration 56Q: 3 clusters Score -4180420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -4180446.000000 Penalty: 1008.708435
	Iteration 57Q: 3 clusters Score -4180446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -4180458.000000 Penalty: 1008.708435
	Iteration 58Q: 3 clusters Score -4180458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -4180468.500000 Penalty: 1008.708435
	Iteration 59Q: 3 clusters Score -4180468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -4180482.000000 Penalty: 1008.708435
	Iteration 60F: 3 clusters Score -4180482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -4180496.000000 Penalty: 1008.708435
	Iteration 61Q: 3 clusters Score -4180496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -4180503.000000 Penalty: 1008.708435
	Iteration 62Q: 3 clusters Score -4180503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -4180506.750000 Penalty: 1008.708435
	Iteration 63Q: 3 clusters Score -4180507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -4180517.500000 Penalty: 1008.708435
	Iteration 64Q: 3 clusters Score -4180518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -4180521.750000 Penalty: 1008.708435
	Iteration 65Q: 3 clusters Score -4180522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -4180529.750000 Penalty: 1008.708435
	Iteration 66Q: 3 clusters Score -4180530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -4180529.750000 Penalty: 1008.708435
	Iteration 67Q: 3 clusters Score -4180530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -4180536.500000 Penalty: 1008.708435
	Iteration 68Q: 3 clusters Score -4180536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -4180541.250000 Penalty: 1008.708435
	Iteration 69Q: 3 clusters Score -4180541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -4180538.500000 Penalty: 1008.708435
	Iteration 70Q: 3 clusters Score -4180538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -4180542.250000 Penalty: 1008.708435
	Iteration 71Q: 3 clusters Score -4180542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
Score: -4180542.750000 Penalty: 1008.708435
	Iteration 72Q: 3 clusters Score -4180543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -4180548.500000 Penalty: 1008.708435
	Iteration 73Q: 3 clusters Score -4180548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -4180544.250000 Penalty: 1008.708435
	Iteration 74Q: 3 clusters Score -4180544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -4180545.250000 Penalty: 1008.708435
	Iteration 75Q: 3 clusters Score -4180545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -4180547.500000 Penalty: 1008.708435
	Iteration 76Q: 3 clusters Score -4180548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -4180547.750000 Penalty: 1008.708435
	Iteration 77Q: 3 clusters Score -4180548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -4180549.000000 Penalty: 1008.708435
	Iteration 78Q: 3 clusters Score -4180549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -4180548.250000 Penalty: 1008.708435
	Iteration 79Q: 3 clusters Score -4180548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -4180553.250000 Penalty: 1008.708435
	Iteration 80F: 3 clusters Score -4180553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -4180551.250000 Penalty: 1008.708435
	Iteration 81Q: 3 clusters Score -4180551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -4180561.750000 Penalty: 1008.708435
	Iteration 82Q: 3 clusters Score -4180562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -4180567.000000 Penalty: 1008.708435
	Iteration 83Q: 3 clusters Score -4180567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -4180579.500000 Penalty: 1008.708435
	Iteration 84Q: 3 clusters Score -4180580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -4180580.000000 Penalty: 1008.708435
	Iteration 85Q: 3 clusters Score -4180580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -4180584.000000 Penalty: 1008.708435
	Iteration 86Q: 3 clusters Score -4180584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -4180586.000000 Penalty: 1008.708435
	Iteration 87Q: 3 clusters Score -4180586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -4180590.000000 Penalty: 1008.708435
	Iteration 88Q: 3 clusters Score -4180590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -4180593.750000 Penalty: 1008.708435
	Iteration 89Q: 3 clusters Score -4180594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -4180596.250000 Penalty: 1008.708435
	Iteration 90Q: 3 clusters Score -4180596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -4180601.000000 Penalty: 1008.708435
	Iteration 91Q: 3 clusters Score -4180601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -4180601.750000 Penalty: 1008.708435
	Iteration 92Q: 3 clusters Score -4180602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -4180604.000000 Penalty: 1008.708435
	Iteration 93Q: 3 clusters Score -4180604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -4180603.500000 Penalty: 1008.708435
	Iteration 94Q: 3 clusters Score -4180604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -4180604.000000 Penalty: 1008.708435
	Iteration 95Q: 3 clusters Score -4180604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -4180603.500000 Penalty: 1008.708435
	Iteration 96Q: 3 clusters Score -4180604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -4180603.500000 Penalty: 1008.708435
	Iteration 97F: 3 clusters Score -4180604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -65203.835938 Penalty: 313.150909
	Iteration 0F: 2 clusters Score -65203.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64400.093750 Penalty: 626.301819
	Iteration 0F: 3 clusters Score -64400.09 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64606.785156 Penalty: 626.301819
	Iteration 1F: 3 clusters Score -64606.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64647.597656 Penalty: 626.301819
	Iteration 2F: 3 clusters Score -64647.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64697.789062 Penalty: 626.301819
	Iteration 3F: 3 clusters Score -64697.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64749.500000 Penalty: 626.301819
	Iteration 4F: 3 clusters Score -64749.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64789.812500 Penalty: 626.301819
	Iteration 5Q: 3 clusters Score -64789.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64813.691406 Penalty: 626.301819
	Iteration 6Q: 3 clusters Score -64813.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64828.777344 Penalty: 626.301819
	Iteration 7Q: 3 clusters Score -64828.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64845.574219 Penalty: 626.301819
	Iteration 8Q: 3 clusters Score -64845.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64867.070312 Penalty: 626.301819
	Iteration 9Q: 3 clusters Score -64867.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64877.933594 Penalty: 626.301819
	Iteration 10Q: 3 clusters Score -64877.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -64880.214844 Penalty: 626.301819
	Iteration 11Q: 3 clusters Score -64880.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64881.667969 Penalty: 626.301819
	Iteration 12Q: 3 clusters Score -64881.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -64883.093750 Penalty: 626.301819
	Iteration 13Q: 3 clusters Score -64883.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -64885.539062 Penalty: 626.301819
	Iteration 14Q: 3 clusters Score -64885.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -64887.058594 Penalty: 626.301819
	Iteration 15Q: 3 clusters Score -64887.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -64889.226562 Penalty: 626.301819
	Iteration 16Q: 3 clusters Score -64889.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64893.316406 Penalty: 626.301819
	Iteration 17Q: 3 clusters Score -64893.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -64896.292969 Penalty: 626.301819
	Iteration 18Q: 3 clusters Score -64896.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -64897.527344 Penalty: 626.301819
	Iteration 19Q: 3 clusters Score -64897.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -64897.527344 Penalty: 626.301819
	Iteration 20F: 3 clusters Score -64897.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4227 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 42807 members 
Mstep: Class 7 contains 43783 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 82166 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 82440 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57056 members 
Mstep: Class 17 contains 14215 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20727 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 30218 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3214 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13821 members 
Mstep: Class 29 contains 16524 members 
Mstep: Class 30 contains 89711 members 
Mstep: Class 31 contains 42134 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 65167 members 
Mstep: Class 34 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241860.000000 Penalty: 20813.578125
Iteration 439Q: 35 clusters Score -4.224186e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 42815 members 
Mstep: Class 7 contains 43790 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 13186 members 
Mstep: Class 11 contains 82258 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 82282 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57250 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 20732 members 
Mstep: Class 20 contains 17537 members 
Mstep: Class 21 contains 13490 members 
Mstep: Class 22 contains 30216 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3213 members 
Mstep: Class 25 contains 15256 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13809 members 
Mstep: Class 29 contains 16504 members 
Mstep: Class 30 contains 89681 members 
Mstep: Class 31 contains 42136 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 65031 members 
Mstep: Class 34 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241908.000000 Penalty: 20813.578125
Iteration 440F: 35 clusters Score -4.224191e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 42817 members 
Mstep: Class 7 contains 43789 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 13193 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 82144 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57432 members 
Mstep: Class 17 contains 14166 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 20738 members 
Mstep: Class 20 contains 17535 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 30215 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3216 members 
Mstep: Class 25 contains 15296 members 
Mstep: Class 26 contains 4394 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13803 members 
Mstep: Class 29 contains 16481 members 
Mstep: Class 30 contains 89664 members 
Mstep: Class 31 contains 42134 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 64930 members 
Mstep: Class 34 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241900.000000 Penalty: 20813.578125
Iteration 441Q: 35 clusters Score -4.22419e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 42817 members 
Mstep: Class 7 contains 43791 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 82392 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 82002 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57605 members 
Mstep: Class 17 contains 14153 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 20740 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 21 contains 13509 members 
Mstep: Class 22 contains 30215 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3218 members 
Mstep: Class 25 contains 15328 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13798 members 
Mstep: Class 29 contains 16459 members 
Mstep: Class 30 contains 89647 members 
Mstep: Class 31 contains 42128 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 64818 members 
Mstep: Class 34 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241836.000000 Penalty: 20813.578125
Iteration 442Q: 35 clusters Score -4.224184e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 42817 members 
Mstep: Class 7 contains 43802 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 82465 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 81860 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57779 members 
Mstep: Class 17 contains 14135 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 20740 members 
Mstep: Class 20 contains 17540 members 
Mstep: Class 21 contains 13518 members 
Mstep: Class 22 contains 30216 members 
Mstep: Class 23 contains 3499 members 
Mstep: Class 24 contains 3222 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13792 members 
Mstep: Class 29 contains 16439 members 
Mstep: Class 30 contains 89631 members 
Mstep: Class 31 contains 42123 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 64705 members 
Mstep: Class 34 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241724.000000 Penalty: 20813.578125
Iteration 443Q: 35 clusters Score -4.224172e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 42817 members 
Mstep: Class 7 contains 43803 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 11 contains 82542 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 81745 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 57936 members 
Mstep: Class 17 contains 14114 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 20738 members 
Mstep: Class 20 contains 17541 members 
Mstep: Class 21 contains 13517 members 
Mstep: Class 22 contains 30218 members 
Mstep: Class 23 contains 3500 members 
Mstep: Class 24 contains 3228 members 
Mstep: Class 25 contains 15389 members 
Mstep: Class 26 contains 4398 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 13789 members 
Mstep: Class 29 contains 16423 members 
Mstep: Class 30 contains 89627 members 
Mstep: Class 31 contains 42115 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 64604 members 
Mstep: Class 34 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241836.000000 Penalty: 20813.578125
Iteration 444Q: 35 clusters Score -4.224184e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 42815 members 
Mstep: Class 7 contains 43797 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 82593 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 81637 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 14098 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 20734 members 
Mstep: Class 20 contains 17543 members 
Mstep: Class 21 contains 13510 members 
Mstep: Class 22 contains 30216 members 
Mstep: Class 23 contains 3499 members 
Mstep: Class 24 contains 3238 members 
Mstep: Class 25 contains 15416 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 13784 members 
Mstep: Class 29 contains 16411 members 
Mstep: Class 30 contains 89633 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 64534 members 
Mstep: Class 34 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241824.000000 Penalty: 20813.578125
Iteration 445Q: 35 clusters Score -4.224182e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 42814 members 
Mstep: Class 7 contains 43806 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 13188 members 
Mstep: Class 11 contains 82658 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 81534 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58204 members 
Mstep: Class 17 contains 14086 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 20733 members 
Mstep: Class 20 contains 17540 members 
Mstep: Class 21 contains 13508 members 
Mstep: Class 22 contains 30216 members 
Mstep: Class 23 contains 3500 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 13780 members 
Mstep: Class 29 contains 16368 members 
Mstep: Class 30 contains 89632 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 64472 members 
Mstep: Class 34 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241940.000000 Penalty: 20813.578125
Iteration 446Q: 35 clusters Score -4.224194e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 42815 members 
Mstep: Class 7 contains 43809 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 13182 members 
Mstep: Class 11 contains 82727 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 81437 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58310 members 
Mstep: Class 17 contains 14068 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 20736 members 
Mstep: Class 20 contains 17541 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 30215 members 
Mstep: Class 23 contains 3500 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 15470 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 13773 members 
Mstep: Class 29 contains 16325 members 
Mstep: Class 30 contains 89631 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 64430 members 
Mstep: Class 34 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241908.000000 Penalty: 20813.578125
Iteration 447Q: 35 clusters Score -4.224191e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 42813 members 
Mstep: Class 7 contains 43815 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 13182 members 
Mstep: Class 11 contains 82797 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 81345 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58409 members 
Mstep: Class 17 contains 14056 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 20737 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 21 contains 13500 members 
Mstep: Class 22 contains 30214 members 
Mstep: Class 23 contains 3500 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 15496 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 13767 members 
Mstep: Class 29 contains 16294 members 
Mstep: Class 30 contains 89627 members 
Mstep: Class 31 contains 42090 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 64373 members 
Mstep: Class 34 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241912.000000 Penalty: 20813.578125
Iteration 448Q: 35 clusters Score -4.224191e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 42811 members 
Mstep: Class 7 contains 43830 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 13186 members 
Mstep: Class 11 contains 82847 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 81276 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58510 members 
Mstep: Class 17 contains 14040 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 20738 members 
Mstep: Class 20 contains 17558 members 
Mstep: Class 21 contains 13495 members 
Mstep: Class 22 contains 30213 members 
Mstep: Class 23 contains 3499 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 15524 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 13759 members 
Mstep: Class 29 contains 16262 members 
Mstep: Class 30 contains 89614 members 
Mstep: Class 31 contains 42084 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 64317 members 
Mstep: Class 34 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242004.000000 Penalty: 20813.578125
Iteration 449Q: 35 clusters Score -4.2242e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 42808 members 
Mstep: Class 7 contains 43857 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 82890 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 81192 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58619 members 
Mstep: Class 17 contains 14026 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20734 members 
Mstep: Class 20 contains 17559 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 30215 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3269 members 
Mstep: Class 25 contains 15553 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 16240 members 
Mstep: Class 30 contains 89601 members 
Mstep: Class 31 contains 42084 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 64257 members 
Mstep: Class 34 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241988.000000 Penalty: 20813.578125
Iteration 450Q: 35 clusters Score -4.224199e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 42802 members 
Mstep: Class 7 contains 43878 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 82945 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 81137 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58706 members 
Mstep: Class 17 contains 14011 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20733 members 
Mstep: Class 20 contains 17560 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 30213 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3270 members 
Mstep: Class 25 contains 15573 members 
Mstep: Class 26 contains 4395 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 13743 members 
Mstep: Class 29 contains 16217 members 
Mstep: Class 30 contains 89581 members 
Mstep: Class 31 contains 42081 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 64195 members 
Mstep: Class 34 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242044.000000 Penalty: 20813.578125
Iteration 451Q: 35 clusters Score -4.224204e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 42792 members 
Mstep: Class 7 contains 43886 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 13196 members 
Mstep: Class 11 contains 82990 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 81086 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58776 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20732 members 
Mstep: Class 20 contains 17567 members 
Mstep: Class 21 contains 13515 members 
Mstep: Class 22 contains 30213 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3273 members 
Mstep: Class 25 contains 15600 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 13742 members 
Mstep: Class 29 contains 16207 members 
Mstep: Class 30 contains 89557 members 
Mstep: Class 31 contains 42079 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 64146 members 
Mstep: Class 34 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242064.000000 Penalty: 20813.578125
Iteration 452Q: 35 clusters Score -4.224206e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 42781 members 
Mstep: Class 7 contains 43896 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 3085 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 83034 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 81031 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58828 members 
Mstep: Class 17 contains 13974 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20727 members 
Mstep: Class 20 contains 17574 members 
Mstep: Class 21 contains 13522 members 
Mstep: Class 22 contains 30218 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3276 members 
Mstep: Class 25 contains 15634 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 13737 members 
Mstep: Class 29 contains 16201 members 
Mstep: Class 30 contains 89553 members 
Mstep: Class 31 contains 42073 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 64096 members 
Mstep: Class 34 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242004.000000 Penalty: 20813.578125
Iteration 453Q: 35 clusters Score -4.2242e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 42770 members 
Mstep: Class 7 contains 43899 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 83086 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 14 contains 80975 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58887 members 
Mstep: Class 17 contains 13943 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 20721 members 
Mstep: Class 20 contains 17575 members 
Mstep: Class 21 contains 13534 members 
Mstep: Class 22 contains 30220 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3277 members 
Mstep: Class 25 contains 15663 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 13733 members 
Mstep: Class 29 contains 16197 members 
Mstep: Class 30 contains 89556 members 
Mstep: Class 31 contains 42062 members 
Mstep: Class 32 contains 1478 members 
Mstep: Class 33 contains 64054 members 
Mstep: Class 34 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241992.000000 Penalty: 20813.578125
Iteration 454Q: 35 clusters Score -4.224199e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 42766 members 
Mstep: Class 7 contains 43896 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 83129 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 80933 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58939 members 
Mstep: Class 17 contains 13920 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20717 members 
Mstep: Class 20 contains 17567 members 
Mstep: Class 21 contains 13552 members 
Mstep: Class 22 contains 30218 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3280 members 
Mstep: Class 25 contains 15692 members 
Mstep: Class 26 contains 4391 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 13730 members 
Mstep: Class 29 contains 16189 members 
Mstep: Class 30 contains 89558 members 
Mstep: Class 31 contains 42062 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 64005 members 
Mstep: Class 34 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241988.000000 Penalty: 20813.578125
Iteration 455Q: 35 clusters Score -4.224199e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 42766 members 
Mstep: Class 7 contains 43902 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 13213 members 
Mstep: Class 11 contains 83162 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 80899 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 58982 members 
Mstep: Class 17 contains 13900 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 20715 members 
Mstep: Class 20 contains 17558 members 
Mstep: Class 21 contains 13574 members 
Mstep: Class 22 contains 30219 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3280 members 
Mstep: Class 25 contains 15709 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 13723 members 
Mstep: Class 29 contains 16177 members 
Mstep: Class 30 contains 89551 members 
Mstep: Class 31 contains 42069 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 63964 members 
Mstep: Class 34 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242012.000000 Penalty: 20813.578125
Iteration 456Q: 35 clusters Score -4.224201e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 43907 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 13212 members 
Mstep: Class 11 contains 83200 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 80867 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 59025 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20713 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 21 contains 13588 members 
Mstep: Class 22 contains 30223 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 15725 members 
Mstep: Class 26 contains 4395 members 
Mstep: Class 27 contains 1353 members 
Mstep: Class 28 contains 13716 members 
Mstep: Class 29 contains 16171 members 
Mstep: Class 30 contains 89543 members 
Mstep: Class 31 contains 42077 members 
Mstep: Class 32 contains 1492 members 
Mstep: Class 33 contains 63915 members 
Mstep: Class 34 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241996.000000 Penalty: 20813.578125
Iteration 457Q: 35 clusters Score -4.2242e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 42766 members 
Mstep: Class 7 contains 43918 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 13214 members 
Mstep: Class 11 contains 83229 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 80841 members 
Mstep: Class 15 contains 104 members 
Mstep: Class 16 contains 59072 members 
Mstep: Class 17 contains 13857 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20712 members 
Mstep: Class 20 contains 17544 members 
Mstep: Class 21 contains 13610 members 
Mstep: Class 22 contains 30224 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 15738 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 1348 members 
Mstep: Class 28 contains 13708 members 
Mstep: Class 29 contains 16167 members 
Mstep: Class 30 contains 89539 members 
Mstep: Class 31 contains 42086 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 63860 members 
Mstep: Class 34 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242024.000000 Penalty: 20813.578125
Iteration 458Q: 35 clusters Score -4.224202e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 42769 members 
Mstep: Class 7 contains 43931 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 83265 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 14 contains 80833 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59103 members 
Mstep: Class 17 contains 13830 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20709 members 
Mstep: Class 20 contains 17537 members 
Mstep: Class 21 contains 13632 members 
Mstep: Class 22 contains 30226 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3291 members 
Mstep: Class 25 contains 15748 members 
Mstep: Class 26 contains 4400 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 13697 members 
Mstep: Class 29 contains 16165 members 
Mstep: Class 30 contains 89526 members 
Mstep: Class 31 contains 42091 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 63794 members 
Mstep: Class 34 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242012.000000 Penalty: 20813.578125
Iteration 459Q: 35 clusters Score -4.224201e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 43945 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 3099 members 
Mstep: Class 10 contains 13214 members 
Mstep: Class 11 contains 83301 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 80829 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59132 members 
Mstep: Class 17 contains 13815 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 20707 members 
Mstep: Class 20 contains 17529 members 
Mstep: Class 21 contains 13651 members 
Mstep: Class 22 contains 30229 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3295 members 
Mstep: Class 25 contains 15746 members 
Mstep: Class 26 contains 4403 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 13686 members 
Mstep: Class 29 contains 16155 members 
Mstep: Class 30 contains 89508 members 
Mstep: Class 31 contains 42101 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 63742 members 
Mstep: Class 34 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242032.000000 Penalty: 20813.578125
Iteration 460F: 35 clusters Score -4.224203e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 42781 members 
Mstep: Class 7 contains 43950 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 13216 members 
Mstep: Class 11 contains 83320 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 80819 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59170 members 
Mstep: Class 17 contains 13808 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 20703 members 
Mstep: Class 20 contains 17532 members 
Mstep: Class 21 contains 13662 members 
Mstep: Class 22 contains 30229 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3298 members 
Mstep: Class 25 contains 15749 members 
Mstep: Class 26 contains 4404 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 13676 members 
Mstep: Class 29 contains 16149 members 
Mstep: Class 30 contains 89495 members 
Mstep: Class 31 contains 42106 members 
Mstep: Class 32 contains 1521 members 
Mstep: Class 33 contains 63704 members 
Mstep: Class 34 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242016.000000 Penalty: 20813.578125
Iteration 461Q: 35 clusters Score -4.224202e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 42786 members 
Mstep: Class 7 contains 43958 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 13217 members 
Mstep: Class 11 contains 83335 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 80816 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59203 members 
Mstep: Class 17 contains 13800 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 20699 members 
Mstep: Class 20 contains 17529 members 
Mstep: Class 21 contains 13674 members 
Mstep: Class 22 contains 30228 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3299 members 
Mstep: Class 25 contains 15766 members 
Mstep: Class 26 contains 4406 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 13666 members 
Mstep: Class 29 contains 16132 members 
Mstep: Class 30 contains 89489 members 
Mstep: Class 31 contains 42106 members 
Mstep: Class 32 contains 1523 members 
Mstep: Class 33 contains 63668 members 
Mstep: Class 34 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242040.000000 Penalty: 20813.578125
Iteration 462Q: 35 clusters Score -4.224204e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 42789 members 
Mstep: Class 7 contains 43966 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 13216 members 
Mstep: Class 11 contains 83342 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 80807 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59242 members 
Mstep: Class 17 contains 13782 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 20 contains 17531 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 30230 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 15778 members 
Mstep: Class 26 contains 4407 members 
Mstep: Class 27 contains 1320 members 
Mstep: Class 28 contains 13657 members 
Mstep: Class 29 contains 16123 members 
Mstep: Class 30 contains 89482 members 
Mstep: Class 31 contains 42104 members 
Mstep: Class 32 contains 1526 members 
Mstep: Class 33 contains 63636 members 
Mstep: Class 34 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242040.000000 Penalty: 20813.578125
Iteration 463Q: 35 clusters Score -4.224204e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 42789 members 
Mstep: Class 7 contains 43973 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 13217 members 
Mstep: Class 11 contains 83342 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 80803 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59272 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 20692 members 
Mstep: Class 20 contains 17530 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 30229 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 15794 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 1319 members 
Mstep: Class 28 contains 13649 members 
Mstep: Class 29 contains 16114 members 
Mstep: Class 30 contains 89473 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 1528 members 
Mstep: Class 33 contains 63609 members 
Mstep: Class 34 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242068.000000 Penalty: 20813.578125
Iteration 464Q: 35 clusters Score -4.224207e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 42789 members 
Mstep: Class 7 contains 43982 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 13228 members 
Mstep: Class 11 contains 83347 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 80804 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59291 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 20691 members 
Mstep: Class 20 contains 17534 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 30231 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3306 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 4407 members 
Mstep: Class 27 contains 1318 members 
Mstep: Class 28 contains 13638 members 
Mstep: Class 29 contains 16100 members 
Mstep: Class 30 contains 89467 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 1530 members 
Mstep: Class 33 contains 63586 members 
Mstep: Class 34 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242048.000000 Penalty: 20813.578125
Iteration 465Q: 35 clusters Score -4.224205e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 42789 members 
Mstep: Class 7 contains 43984 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 83357 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 80805 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59318 members 
Mstep: Class 17 contains 13738 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 19 contains 20686 members 
Mstep: Class 20 contains 17547 members 
Mstep: Class 21 contains 13740 members 
Mstep: Class 22 contains 30233 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3306 members 
Mstep: Class 25 contains 15824 members 
Mstep: Class 26 contains 4407 members 
Mstep: Class 27 contains 1317 members 
Mstep: Class 28 contains 13625 members 
Mstep: Class 29 contains 16090 members 
Mstep: Class 30 contains 89456 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 63570 members 
Mstep: Class 34 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242016.000000 Penalty: 20813.578125
Iteration 466Q: 35 clusters Score -4.224202e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 42786 members 
Mstep: Class 7 contains 43987 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 13240 members 
Mstep: Class 11 contains 83373 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 80808 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59343 members 
Mstep: Class 17 contains 13725 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 20683 members 
Mstep: Class 20 contains 17564 members 
Mstep: Class 21 contains 13753 members 
Mstep: Class 22 contains 30234 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3306 members 
Mstep: Class 25 contains 15840 members 
Mstep: Class 26 contains 4407 members 
Mstep: Class 27 contains 1315 members 
Mstep: Class 28 contains 13612 members 
Mstep: Class 29 contains 16080 members 
Mstep: Class 30 contains 89448 members 
Mstep: Class 31 contains 42080 members 
Mstep: Class 32 contains 1537 members 
Mstep: Class 33 contains 63546 members 
Mstep: Class 34 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242036.000000 Penalty: 20813.578125
Iteration 467Q: 35 clusters Score -4.224204e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3833 members 
Mstep: Class 6 contains 42784 members 
Mstep: Class 7 contains 43993 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 13239 members 
Mstep: Class 11 contains 83375 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 80822 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59367 members 
Mstep: Class 17 contains 13713 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 20677 members 
Mstep: Class 20 contains 17579 members 
Mstep: Class 21 contains 13765 members 
Mstep: Class 22 contains 30240 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 15857 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 1312 members 
Mstep: Class 28 contains 13597 members 
Mstep: Class 29 contains 16081 members 
Mstep: Class 30 contains 89433 members 
Mstep: Class 31 contains 42068 members 
Mstep: Class 32 contains 1544 members 
Mstep: Class 33 contains 63521 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242008.000000 Penalty: 20813.578125
Iteration 468Q: 35 clusters Score -4.224201e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 42780 members 
Mstep: Class 7 contains 44005 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 13242 members 
Mstep: Class 11 contains 83370 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 80827 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59402 members 
Mstep: Class 17 contains 13702 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 20677 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 13778 members 
Mstep: Class 22 contains 30243 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 15871 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 1307 members 
Mstep: Class 28 contains 13577 members 
Mstep: Class 29 contains 16077 members 
Mstep: Class 30 contains 89417 members 
Mstep: Class 31 contains 42066 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 63505 members 
Mstep: Class 34 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241976.000000 Penalty: 20813.578125
Iteration 469Q: 35 clusters Score -4.224198e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 42780 members 
Mstep: Class 7 contains 44022 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 13246 members 
Mstep: Class 11 contains 83365 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 80817 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59443 members 
Mstep: Class 17 contains 13686 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20675 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 3491 members 
Mstep: Class 24 contains 3313 members 
Mstep: Class 25 contains 15876 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 13553 members 
Mstep: Class 29 contains 16069 members 
Mstep: Class 30 contains 89409 members 
Mstep: Class 31 contains 42061 members 
Mstep: Class 32 contains 1555 members 
Mstep: Class 33 contains 63500 members 
Mstep: Class 34 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241916.000000 Penalty: 20813.578125
Iteration 470Q: 35 clusters Score -4.224192e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 42781 members 
Mstep: Class 7 contains 44038 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 83353 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 80814 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59484 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20675 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 30248 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3315 members 
Mstep: Class 25 contains 15879 members 
Mstep: Class 26 contains 4411 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 13532 members 
Mstep: Class 29 contains 16059 members 
Mstep: Class 30 contains 89398 members 
Mstep: Class 31 contains 42066 members 
Mstep: Class 32 contains 1566 members 
Mstep: Class 33 contains 63489 members 
Mstep: Class 34 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242016.000000 Penalty: 20813.578125
Iteration 471Q: 35 clusters Score -4.224202e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 42778 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 83333 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 80815 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59530 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 13809 members 
Mstep: Class 22 contains 30256 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3316 members 
Mstep: Class 25 contains 15885 members 
Mstep: Class 26 contains 4412 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 13519 members 
Mstep: Class 29 contains 16059 members 
Mstep: Class 30 contains 89393 members 
Mstep: Class 31 contains 42071 members 
Mstep: Class 32 contains 1573 members 
Mstep: Class 33 contains 63469 members 
Mstep: Class 34 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241924.000000 Penalty: 20813.578125
Iteration 472Q: 35 clusters Score -4.224192e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 42779 members 
Mstep: Class 7 contains 44038 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 13265 members 
Mstep: Class 11 contains 83314 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 80814 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59567 members 
Mstep: Class 17 contains 13660 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 13815 members 
Mstep: Class 22 contains 30259 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15899 members 
Mstep: Class 26 contains 4412 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 13507 members 
Mstep: Class 29 contains 16057 members 
Mstep: Class 30 contains 89385 members 
Mstep: Class 31 contains 42073 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 63452 members 
Mstep: Class 34 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241936.000000 Penalty: 20813.578125
Iteration 473Q: 35 clusters Score -4.224194e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 42780 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 83292 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 80803 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59608 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 17587 members 
Mstep: Class 21 contains 13823 members 
Mstep: Class 22 contains 30259 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15913 members 
Mstep: Class 26 contains 4413 members 
Mstep: Class 27 contains 1274 members 
Mstep: Class 28 contains 13497 members 
Mstep: Class 29 contains 16058 members 
Mstep: Class 30 contains 89384 members 
Mstep: Class 31 contains 42081 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 63439 members 
Mstep: Class 34 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241940.000000 Penalty: 20813.578125
Iteration 474Q: 35 clusters Score -4.224194e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 42784 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 83303 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 80794 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59642 members 
Mstep: Class 17 contains 13652 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 21 contains 13836 members 
Mstep: Class 22 contains 30259 members 
Mstep: Class 23 contains 3487 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15924 members 
Mstep: Class 26 contains 4411 members 
Mstep: Class 27 contains 1264 members 
Mstep: Class 28 contains 13478 members 
Mstep: Class 29 contains 16056 members 
Mstep: Class 30 contains 89373 members 
Mstep: Class 31 contains 42090 members 
Mstep: Class 32 contains 1592 members 
Mstep: Class 33 contains 63416 members 
Mstep: Class 34 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241888.000000 Penalty: 20813.578125
Iteration 475Q: 35 clusters Score -4.224189e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3811 members 
Mstep: Class 6 contains 42786 members 
Mstep: Class 7 contains 44034 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 83300 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 80781 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59676 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 17573 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 30259 members 
Mstep: Class 23 contains 3488 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15926 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 13460 members 
Mstep: Class 29 contains 16058 members 
Mstep: Class 30 contains 89365 members 
Mstep: Class 31 contains 42109 members 
Mstep: Class 32 contains 1600 members 
Mstep: Class 33 contains 63408 members 
Mstep: Class 34 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241916.000000 Penalty: 20813.578125
Iteration 476Q: 35 clusters Score -4.224192e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 42785 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 83295 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 80780 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59699 members 
Mstep: Class 17 contains 13647 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20664 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 21 contains 13864 members 
Mstep: Class 22 contains 30263 members 
Mstep: Class 23 contains 3488 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15932 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 1245 members 
Mstep: Class 28 contains 13444 members 
Mstep: Class 29 contains 16067 members 
Mstep: Class 30 contains 89354 members 
Mstep: Class 31 contains 42121 members 
Mstep: Class 32 contains 1607 members 
Mstep: Class 33 contains 63396 members 
Mstep: Class 34 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241956.000000 Penalty: 20813.578125
Iteration 477Q: 35 clusters Score -4.224196e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 42785 members 
Mstep: Class 7 contains 44027 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 13277 members 
Mstep: Class 11 contains 83296 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 80765 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59722 members 
Mstep: Class 17 contains 13641 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20658 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 21 contains 13879 members 
Mstep: Class 22 contains 30259 members 
Mstep: Class 23 contains 3488 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15939 members 
Mstep: Class 26 contains 4411 members 
Mstep: Class 27 contains 1242 members 
Mstep: Class 28 contains 13438 members 
Mstep: Class 29 contains 16073 members 
Mstep: Class 30 contains 89356 members 
Mstep: Class 31 contains 42125 members 
Mstep: Class 32 contains 1611 members 
Mstep: Class 33 contains 63381 members 
Mstep: Class 34 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241960.000000 Penalty: 20813.578125
Iteration 478Q: 35 clusters Score -4.224196e+07 nChanged 243
Entering ConstructFrom: 
Score: -42241960.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -62015.710938 Penalty: 312.634644
	Iteration 0F: 2 clusters Score -62015.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61237.500000 Penalty: 625.269287
	Iteration 0F: 3 clusters Score -61237.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61455.832031 Penalty: 625.269287
	Iteration 1F: 3 clusters Score -61455.83 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61509.441406 Penalty: 625.269287
	Iteration 2F: 3 clusters Score -61509.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61546.734375 Penalty: 625.269287
	Iteration 3F: 3 clusters Score -61546.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61586.855469 Penalty: 625.269287
	Iteration 4Q: 3 clusters Score -61586.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61623.308594 Penalty: 625.269287
	Iteration 5Q: 3 clusters Score -61623.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -61656.253906 Penalty: 625.269287
	Iteration 6Q: 3 clusters Score -61656.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61682.613281 Penalty: 625.269287
	Iteration 7Q: 3 clusters Score -61682.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -61705.429688 Penalty: 625.269287
	Iteration 8Q: 3 clusters Score -61705.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61729.804688 Penalty: 625.269287
	Iteration 9Q: 3 clusters Score -61729.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -61745.863281 Penalty: 625.269287
	Iteration 10Q: 3 clusters Score -61745.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61758.898438 Penalty: 625.269287
	Iteration 11Q: 3 clusters Score -61758.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61768.312500 Penalty: 625.269287
	Iteration 12Q: 3 clusters Score -61768.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61776.734375 Penalty: 625.269287
	Iteration 13Q: 3 clusters Score -61776.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61786.277344 Penalty: 625.269287
	Iteration 14Q: 3 clusters Score -61786.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61790.734375 Penalty: 625.269287
	Iteration 15Q: 3 clusters Score -61790.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61793.878906 Penalty: 625.269287
	Iteration 16Q: 3 clusters Score -61793.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61798.574219 Penalty: 625.269287
	Iteration 17Q: 3 clusters Score -61798.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61806.355469 Penalty: 625.269287
	Iteration 18Q: 3 clusters Score -61806.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61809.937500 Penalty: 625.269287
	Iteration 19Q: 3 clusters Score -61809.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61811.125000 Penalty: 625.269287
	Iteration 20F: 3 clusters Score -61811.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61812.144531 Penalty: 625.269287
	Iteration 21Q: 3 clusters Score -61812.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61813.589844 Penalty: 625.269287
	Iteration 22Q: 3 clusters Score -61813.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61816.597656 Penalty: 625.269287
	Iteration 23Q: 3 clusters Score -61816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61820.234375 Penalty: 625.269287
	Iteration 24Q: 3 clusters Score -61820.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -61824.242188 Penalty: 625.269287
	Iteration 25Q: 3 clusters Score -61824.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -61828.718750 Penalty: 625.269287
	Iteration 26Q: 3 clusters Score -61828.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -61832.144531 Penalty: 625.269287
	Iteration 27Q: 3 clusters Score -61832.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -61835.335938 Penalty: 625.269287
	Iteration 28Q: 3 clusters Score -61835.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -61837.363281 Penalty: 625.269287
	Iteration 29Q: 3 clusters Score -61837.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -61837.710938 Penalty: 625.269287
	Iteration 30Q: 3 clusters Score -61837.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -61837.710938 Penalty: 625.269287
	Iteration 31F: 3 clusters Score -61837.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -238398.625000 Penalty: 379.901550
	Iteration 0F: 2 clusters Score -238398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -235510.218750 Penalty: 759.803101
	Iteration 0F: 3 clusters Score -235510.2 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -236654.078125 Penalty: 759.803101
	Iteration 1F: 3 clusters Score -236654.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -236892.343750 Penalty: 759.803101
	Iteration 2F: 3 clusters Score -236892.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -237188.890625 Penalty: 759.803101
	Iteration 3F: 3 clusters Score -237188.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -237471.625000 Penalty: 759.803101
	Iteration 4F: 3 clusters Score -237471.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -237742.734375 Penalty: 759.803101
	Iteration 5F: 3 clusters Score -237742.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -237950.359375 Penalty: 759.803101
	Iteration 6F: 3 clusters Score -237950.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -238038.687500 Penalty: 759.803101
	Iteration 7Q: 3 clusters Score -238038.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -238091.765625 Penalty: 759.803101
	Iteration 8Q: 3 clusters Score -238091.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -238126.046875 Penalty: 759.803101
	Iteration 9Q: 3 clusters Score -238126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -238152.843750 Penalty: 759.803101
	Iteration 10Q: 3 clusters Score -238152.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -238171.250000 Penalty: 759.803101
	Iteration 11Q: 3 clusters Score -238171.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -238188.890625 Penalty: 759.803101
	Iteration 12Q: 3 clusters Score -238188.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -238209.843750 Penalty: 759.803101
	Iteration 13Q: 3 clusters Score -238209.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -238229.765625 Penalty: 759.803101
	Iteration 14Q: 3 clusters Score -238229.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -238246.515625 Penalty: 759.803101
	Iteration 15Q: 3 clusters Score -238246.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -238255.125000 Penalty: 759.803101
	Iteration 16Q: 3 clusters Score -238255.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -238260.718750 Penalty: 759.803101
	Iteration 17Q: 3 clusters Score -238260.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -238265.000000 Penalty: 759.803101
	Iteration 18Q: 3 clusters Score -238265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -238266.937500 Penalty: 759.803101
	Iteration 19Q: 3 clusters Score -238266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -238268.640625 Penalty: 759.803101
	Iteration 20F: 3 clusters Score -238268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -238269.812500 Penalty: 759.803101
	Iteration 21Q: 3 clusters Score -238269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -238270.312500 Penalty: 759.803101
	Iteration 22Q: 3 clusters Score -238270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -238270.703125 Penalty: 759.803101
	Iteration 23Q: 3 clusters Score -238270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -238270.531250 Penalty: 759.803101
	Iteration 24Q: 3 clusters Score -238270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -238270.531250 Penalty: 759.803101
	Iteration 25F: 3 clusters Score -238270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -115178.445312 Penalty: 342.539093
	Iteration 0F: 2 clusters Score -115178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -113824.117188 Penalty: 685.078186
	Iteration 0F: 3 clusters Score -113824.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -114245.945312 Penalty: 685.078186
	Iteration 1F: 3 clusters Score -114245.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -114342.984375 Penalty: 685.078186
	Iteration 2F: 3 clusters Score -114343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -114429.507812 Penalty: 685.078186
	Iteration 3F: 3 clusters Score -114429.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -114488.109375 Penalty: 685.078186
	Iteration 4F: 3 clusters Score -114488.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -114522.812500 Penalty: 685.078186
	Iteration 5Q: 3 clusters Score -114522.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -114555.031250 Penalty: 685.078186
	Iteration 6Q: 3 clusters Score -114555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -114584.296875 Penalty: 685.078186
	Iteration 7Q: 3 clusters Score -114584.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -114612.601562 Penalty: 685.078186
	Iteration 8Q: 3 clusters Score -114612.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -114640.468750 Penalty: 685.078186
	Iteration 9Q: 3 clusters Score -114640.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114676.039062 Penalty: 685.078186
	Iteration 10Q: 3 clusters Score -114676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -114732.804688 Penalty: 685.078186
	Iteration 11Q: 3 clusters Score -114732.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114771.023438 Penalty: 685.078186
	Iteration 12Q: 3 clusters Score -114771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114798.179688 Penalty: 685.078186
	Iteration 13Q: 3 clusters Score -114798.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114817.734375 Penalty: 685.078186
	Iteration 14Q: 3 clusters Score -114817.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114834.414062 Penalty: 685.078186
	Iteration 15Q: 3 clusters Score -114834.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -114851.914062 Penalty: 685.078186
	Iteration 16Q: 3 clusters Score -114851.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114860.921875 Penalty: 685.078186
	Iteration 17Q: 3 clusters Score -114860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114867.289062 Penalty: 685.078186
	Iteration 18Q: 3 clusters Score -114867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114871.000000 Penalty: 685.078186
	Iteration 19Q: 3 clusters Score -114871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -114874.820312 Penalty: 685.078186
	Iteration 20F: 3 clusters Score -114874.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114879.554688 Penalty: 685.078186
	Iteration 21Q: 3 clusters Score -114879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -114884.039062 Penalty: 685.078186
	Iteration 22Q: 3 clusters Score -114884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114886.257812 Penalty: 685.078186
	Iteration 23Q: 3 clusters Score -114886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -114886.882812 Penalty: 685.078186
	Iteration 24Q: 3 clusters Score -114886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -114888.046875 Penalty: 685.078186
	Iteration 25Q: 3 clusters Score -114888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -114888.367188 Penalty: 685.078186
	Iteration 26Q: 3 clusters Score -114888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114888.765625 Penalty: 685.078186
	Iteration 27Q: 3 clusters Score -114888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114889.000000 Penalty: 685.078186
	Iteration 28Q: 3 clusters Score -114889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114889.109375 Penalty: 685.078186
	Iteration 29Q: 3 clusters Score -114889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -114889.304688 Penalty: 685.078186
	Iteration 30Q: 3 clusters Score -114889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -114889.304688 Penalty: 685.078186
	Iteration 31F: 3 clusters Score -114889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -53334.414062 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -53334.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -52539.820312 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -52539.82 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -52887.089844 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -52887.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -53011.234375 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -53011.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -53102.972656 Penalty: 632.698303
	Iteration 3F: 3 clusters Score -53102.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53159.523438 Penalty: 632.698303
	Iteration 4F: 3 clusters Score -53159.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53197.699219 Penalty: 632.698303
	Iteration 5Q: 3 clusters Score -53197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53209.734375 Penalty: 632.698303
	Iteration 6Q: 3 clusters Score -53209.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53219.328125 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -53219.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53230.855469 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -53230.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -53238.976562 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -53238.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53241.492188 Penalty: 632.698303
	Iteration 10Q: 3 clusters Score -53241.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53247.035156 Penalty: 632.698303
	Iteration 11Q: 3 clusters Score -53247.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53255.257812 Penalty: 632.698303
	Iteration 12Q: 3 clusters Score -53255.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53259.046875 Penalty: 632.698303
	Iteration 13Q: 3 clusters Score -53259.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -53265.707031 Penalty: 632.698303
	Iteration 14Q: 3 clusters Score -53265.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53268.171875 Penalty: 632.698303
	Iteration 15Q: 3 clusters Score -53268.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53270.511719 Penalty: 632.698303
	Iteration 16Q: 3 clusters Score -53270.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53275.910156 Penalty: 632.698303
	Iteration 17Q: 3 clusters Score -53275.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53282.085938 Penalty: 632.698303
	Iteration 18Q: 3 clusters Score -53282.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53290.636719 Penalty: 632.698303
	Iteration 19Q: 3 clusters Score -53290.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53298.191406 Penalty: 632.698303
	Iteration 20F: 3 clusters Score -53298.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -53300.367188 Penalty: 632.698303
	Iteration 21Q: 3 clusters Score -53300.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53305.414062 Penalty: 632.698303
	Iteration 22Q: 3 clusters Score -53305.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53311.886719 Penalty: 632.698303
	Iteration 23Q: 3 clusters Score -53311.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53316.210938 Penalty: 632.698303
	Iteration 24Q: 3 clusters Score -53316.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -53325.699219 Penalty: 632.698303
	Iteration 25Q: 3 clusters Score -53325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53330.343750 Penalty: 632.698303
	Iteration 26Q: 3 clusters Score -53330.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53331.882812 Penalty: 632.698303
	Iteration 27Q: 3 clusters Score -53331.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -53331.968750 Penalty: 632.698303
	Iteration 28Q: 3 clusters Score -53331.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53332.023438 Penalty: 632.698303
	Iteration 29Q: 3 clusters Score -53332.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53332.023438 Penalty: 632.698303
	Iteration 30F: 3 clusters Score -53332.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -251187.250000 Penalty: 374.973541
	Iteration 0F: 2 clusters Score -251187.2 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 1931 members 
Entering Unmasked Estep 
Score: -248584.906250 Penalty: 749.947083
	Iteration 0F: 3 clusters Score -248584.9 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -249502.734375 Penalty: 749.947083
	Iteration 1F: 3 clusters Score -249502.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -249591.968750 Penalty: 749.947083
	Iteration 2F: 3 clusters Score -249592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -249691.156250 Penalty: 749.947083
	Iteration 3F: 3 clusters Score -249691.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -249791.031250 Penalty: 749.947083
	Iteration 4Q: 3 clusters Score -249791 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -249901.546875 Penalty: 749.947083
	Iteration 5Q: 3 clusters Score -249901.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -250017.312500 Penalty: 749.947083
	Iteration 6Q: 3 clusters Score -250017.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -250122.953125 Penalty: 749.947083
	Iteration 7Q: 3 clusters Score -250123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -250209.562500 Penalty: 749.947083
	Iteration 8Q: 3 clusters Score -250209.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -250309.750000 Penalty: 749.947083
	Iteration 9Q: 3 clusters Score -250309.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -250382.125000 Penalty: 749.947083
	Iteration 10Q: 3 clusters Score -250382.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -250433.453125 Penalty: 749.947083
	Iteration 11Q: 3 clusters Score -250433.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -250472.765625 Penalty: 749.947083
	Iteration 12Q: 3 clusters Score -250472.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -250507.187500 Penalty: 749.947083
	Iteration 13Q: 3 clusters Score -250507.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -250540.359375 Penalty: 749.947083
	Iteration 14Q: 3 clusters Score -250540.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -250566.750000 Penalty: 749.947083
	Iteration 15Q: 3 clusters Score -250566.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -250592.828125 Penalty: 749.947083
	Iteration 16Q: 3 clusters Score -250592.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -250616.500000 Penalty: 749.947083
	Iteration 17Q: 3 clusters Score -250616.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -250639.546875 Penalty: 749.947083
	Iteration 18Q: 3 clusters Score -250639.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -250664.687500 Penalty: 749.947083
	Iteration 19Q: 3 clusters Score -250664.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -250697.265625 Penalty: 749.947083
	Iteration 20F: 3 clusters Score -250697.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -250723.515625 Penalty: 749.947083
	Iteration 21Q: 3 clusters Score -250723.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -250745.390625 Penalty: 749.947083
	Iteration 22Q: 3 clusters Score -250745.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -250760.703125 Penalty: 749.947083
	Iteration 23Q: 3 clusters Score -250760.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -250770.218750 Penalty: 749.947083
	Iteration 24Q: 3 clusters Score -250770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -250775.187500 Penalty: 749.947083
	Iteration 25Q: 3 clusters Score -250775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -250787.234375 Penalty: 749.947083
	Iteration 26Q: 3 clusters Score -250787.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -250805.140625 Penalty: 749.947083
	Iteration 27Q: 3 clusters Score -250805.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -250827.328125 Penalty: 749.947083
	Iteration 28Q: 3 clusters Score -250827.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -250845.703125 Penalty: 749.947083
	Iteration 29Q: 3 clusters Score -250845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -250851.296875 Penalty: 749.947083
	Iteration 30Q: 3 clusters Score -250851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -250853.609375 Penalty: 749.947083
	Iteration 31Q: 3 clusters Score -250853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -250856.687500 Penalty: 749.947083
	Iteration 32Q: 3 clusters Score -250856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -250859.984375 Penalty: 749.947083
	Iteration 33Q: 3 clusters Score -250860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -250863.468750 Penalty: 749.947083
	Iteration 34Q: 3 clusters Score -250863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -250865.859375 Penalty: 749.947083
	Iteration 35Q: 3 clusters Score -250865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -250867.921875 Penalty: 749.947083
	Iteration 36Q: 3 clusters Score -250867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -250869.859375 Penalty: 749.947083
	Iteration 37Q: 3 clusters Score -250869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -250872.109375 Penalty: 749.947083
	Iteration 38Q: 3 clusters Score -250872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -250874.843750 Penalty: 749.947083
	Iteration 39Q: 3 clusters Score -250874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -250878.203125 Penalty: 749.947083
	Iteration 40F: 3 clusters Score -250878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -250879.031250 Penalty: 749.947083
	Iteration 41Q: 3 clusters Score -250879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -250879.609375 Penalty: 749.947083
	Iteration 42Q: 3 clusters Score -250879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -250882.812500 Penalty: 749.947083
	Iteration 43Q: 3 clusters Score -250882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -250886.468750 Penalty: 749.947083
	Iteration 44Q: 3 clusters Score -250886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -250888.390625 Penalty: 749.947083
	Iteration 45Q: 3 clusters Score -250888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -250889.109375 Penalty: 749.947083
	Iteration 46Q: 3 clusters Score -250889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -250890.265625 Penalty: 749.947083
	Iteration 47Q: 3 clusters Score -250890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -250890.265625 Penalty: 749.947083
	Iteration 48F: 3 clusters Score -250890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Entering Unmasked Estep 
Score: -2829957.250000 Penalty: 485.208344
	Iteration 0F: 2 clusters Score -2829957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2801781.750000 Penalty: 970.416687
	Iteration 0F: 3 clusters Score -2801782 nChanged 20749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2813897.750000 Penalty: 970.416687
	Iteration 1F: 3 clusters Score -2813898 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2814259.000000 Penalty: 970.416687
	Iteration 2Q: 3 clusters Score -2814259 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2814744.250000 Penalty: 970.416687
	Iteration 3Q: 3 clusters Score -2814744 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2815526.750000 Penalty: 970.416687
	Iteration 4Q: 3 clusters Score -2815527 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2816670.000000 Penalty: 970.416687
	Iteration 5F: 3 clusters Score -2816670 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2818479.000000 Penalty: 970.416687
	Iteration 6F: 3 clusters Score -2818479 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2821064.500000 Penalty: 970.416687
	Iteration 7F: 3 clusters Score -2821064 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2823798.000000 Penalty: 970.416687
	Iteration 8F: 3 clusters Score -2823798 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2825683.500000 Penalty: 970.416687
	Iteration 9Q: 3 clusters Score -2825684 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2826770.750000 Penalty: 970.416687
	Iteration 10Q: 3 clusters Score -2826771 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2827347.250000 Penalty: 970.416687
	Iteration 11Q: 3 clusters Score -2827347 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2827650.250000 Penalty: 970.416687
	Iteration 12Q: 3 clusters Score -2827650 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2827990.000000 Penalty: 970.416687
	Iteration 13Q: 3 clusters Score -2827990 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2828279.250000 Penalty: 970.416687
	Iteration 14Q: 3 clusters Score -2828279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2828443.500000 Penalty: 970.416687
	Iteration 15Q: 3 clusters Score -2828444 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2828610.250000 Penalty: 970.416687
	Iteration 16Q: 3 clusters Score -2828610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2828801.000000 Penalty: 970.416687
	Iteration 17Q: 3 clusters Score -2828801 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2828892.500000 Penalty: 970.416687
	Iteration 18Q: 3 clusters Score -2828892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2829018.500000 Penalty: 970.416687
	Iteration 19Q: 3 clusters Score -2829018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2829123.250000 Penalty: 970.416687
	Iteration 20F: 3 clusters Score -2829123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2829170.750000 Penalty: 970.416687
	Iteration 21Q: 3 clusters Score -2829171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2829205.000000 Penalty: 970.416687
	Iteration 22Q: 3 clusters Score -2829205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2829229.000000 Penalty: 970.416687
	Iteration 23Q: 3 clusters Score -2829229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2829252.750000 Penalty: 970.416687
	Iteration 24Q: 3 clusters Score -2829253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2829272.000000 Penalty: 970.416687
	Iteration 25Q: 3 clusters Score -2829272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2829287.250000 Penalty: 970.416687
	Iteration 26Q: 3 clusters Score -2829287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2829308.000000 Penalty: 970.416687
	Iteration 27Q: 3 clusters Score -2829308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2829317.250000 Penalty: 970.416687
	Iteration 28Q: 3 clusters Score -2829317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2829316.750000 Penalty: 970.416687
	Iteration 29Q: 3 clusters Score -2829317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2829322.750000 Penalty: 970.416687
	Iteration 30Q: 3 clusters Score -2829323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2829330.500000 Penalty: 970.416687
	Iteration 31Q: 3 clusters Score -2829330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2829329.500000 Penalty: 970.416687
	Iteration 32Q: 3 clusters Score -2829330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2829331.500000 Penalty: 970.416687
	Iteration 33Q: 3 clusters Score -2829332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2829336.000000 Penalty: 970.416687
	Iteration 34Q: 3 clusters Score -2829336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2829336.250000 Penalty: 970.416687
	Iteration 35Q: 3 clusters Score -2829336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2829338.000000 Penalty: 970.416687
	Iteration 36Q: 3 clusters Score -2829338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2829338.250000 Penalty: 970.416687
	Iteration 37Q: 3 clusters Score -2829338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2829338.750000 Penalty: 970.416687
	Iteration 38Q: 3 clusters Score -2829339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2829341.750000 Penalty: 970.416687
	Iteration 39Q: 3 clusters Score -2829342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2829336.250000 Penalty: 970.416687
	Iteration 40F: 3 clusters Score -2829336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2829339.000000 Penalty: 970.416687
	Iteration 41Q: 3 clusters Score -2829339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2829341.250000 Penalty: 970.416687
	Iteration 42Q: 3 clusters Score -2829341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2829343.000000 Penalty: 970.416687
	Iteration 43Q: 3 clusters Score -2829343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2829344.250000 Penalty: 970.416687
	Iteration 44Q: 3 clusters Score -2829344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2829343.250000 Penalty: 970.416687
	Iteration 45Q: 3 clusters Score -2829343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2829344.250000 Penalty: 970.416687
	Iteration 46Q: 3 clusters Score -2829344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2829344.250000 Penalty: 970.416687
	Iteration 47F: 3 clusters Score -2829344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Entering Unmasked Estep 
Score: -2889537.750000 Penalty: 486.507294
	Iteration 0F: 2 clusters Score -2889538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2861587.750000 Penalty: 973.014587
	Iteration 0F: 3 clusters Score -2861588 nChanged 21313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2874354.750000 Penalty: 973.014587
	Iteration 1F: 3 clusters Score -2874355 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2874899.500000 Penalty: 973.014587
	Iteration 2Q: 3 clusters Score -2874900 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2875534.000000 Penalty: 973.014587
	Iteration 3Q: 3 clusters Score -2875534 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2876297.000000 Penalty: 973.014587
	Iteration 4Q: 3 clusters Score -2876297 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2877318.000000 Penalty: 973.014587
	Iteration 5Q: 3 clusters Score -2877318 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2878781.250000 Penalty: 973.014587
	Iteration 6F: 3 clusters Score -2878781 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2880674.500000 Penalty: 973.014587
	Iteration 7F: 3 clusters Score -2880674 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2882660.750000 Penalty: 973.014587
	Iteration 8F: 3 clusters Score -2882661 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2883719.250000 Penalty: 973.014587
	Iteration 9Q: 3 clusters Score -2883719 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2884047.750000 Penalty: 973.014587
	Iteration 10Q: 3 clusters Score -2884048 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2884180.500000 Penalty: 973.014587
	Iteration 11Q: 3 clusters Score -2884180 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2884267.750000 Penalty: 973.014587
	Iteration 12Q: 3 clusters Score -2884268 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2884344.000000 Penalty: 973.014587
	Iteration 13Q: 3 clusters Score -2884344 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2884397.000000 Penalty: 973.014587
	Iteration 14Q: 3 clusters Score -2884397 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2884466.250000 Penalty: 973.014587
	Iteration 15Q: 3 clusters Score -2884466 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2884491.250000 Penalty: 973.014587
	Iteration 16Q: 3 clusters Score -2884491 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2884527.750000 Penalty: 973.014587
	Iteration 17Q: 3 clusters Score -2884528 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2884567.000000 Penalty: 973.014587
	Iteration 18Q: 3 clusters Score -2884567 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2884622.250000 Penalty: 973.014587
	Iteration 19Q: 3 clusters Score -2884622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2884674.750000 Penalty: 973.014587
	Iteration 20F: 3 clusters Score -2884675 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2884706.500000 Penalty: 973.014587
	Iteration 21Q: 3 clusters Score -2884706 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2884771.000000 Penalty: 973.014587
	Iteration 22Q: 3 clusters Score -2884771 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2884826.500000 Penalty: 973.014587
	Iteration 23Q: 3 clusters Score -2884826 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2884850.500000 Penalty: 973.014587
	Iteration 24Q: 3 clusters Score -2884850 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2884893.000000 Penalty: 973.014587
	Iteration 25Q: 3 clusters Score -2884893 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2884952.750000 Penalty: 973.014587
	Iteration 26Q: 3 clusters Score -2884953 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2885009.500000 Penalty: 973.014587
	Iteration 27Q: 3 clusters Score -2885010 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2885061.250000 Penalty: 973.014587
	Iteration 28Q: 3 clusters Score -2885061 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2885103.000000 Penalty: 973.014587
	Iteration 29Q: 3 clusters Score -2885103 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2885138.000000 Penalty: 973.014587
	Iteration 30Q: 3 clusters Score -2885138 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2885165.500000 Penalty: 973.014587
	Iteration 31Q: 3 clusters Score -2885166 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2885212.500000 Penalty: 973.014587
	Iteration 32Q: 3 clusters Score -2885212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2885283.000000 Penalty: 973.014587
	Iteration 33Q: 3 clusters Score -2885283 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2885328.750000 Penalty: 973.014587
	Iteration 34Q: 3 clusters Score -2885329 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2885402.500000 Penalty: 973.014587
	Iteration 35Q: 3 clusters Score -2885402 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2885454.250000 Penalty: 973.014587
	Iteration 36Q: 3 clusters Score -2885454 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2885513.250000 Penalty: 973.014587
	Iteration 37Q: 3 clusters Score -2885513 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2885561.750000 Penalty: 973.014587
	Iteration 38Q: 3 clusters Score -2885562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2885577.500000 Penalty: 973.014587
	Iteration 39Q: 3 clusters Score -2885578 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2885593.750000 Penalty: 973.014587
	Iteration 40F: 3 clusters Score -2885594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2885610.250000 Penalty: 973.014587
	Iteration 41Q: 3 clusters Score -2885610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2885617.750000 Penalty: 973.014587
	Iteration 42Q: 3 clusters Score -2885618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2885656.000000 Penalty: 973.014587
	Iteration 43Q: 3 clusters Score -2885656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2885673.500000 Penalty: 973.014587
	Iteration 44Q: 3 clusters Score -2885674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2885705.500000 Penalty: 973.014587
	Iteration 45Q: 3 clusters Score -2885706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2885732.750000 Penalty: 973.014587
	Iteration 46Q: 3 clusters Score -2885733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2885757.000000 Penalty: 973.014587
	Iteration 47Q: 3 clusters Score -2885757 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2885782.250000 Penalty: 973.014587
	Iteration 48Q: 3 clusters Score -2885782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2885799.000000 Penalty: 973.014587
	Iteration 49Q: 3 clusters Score -2885799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2885814.000000 Penalty: 973.014587
	Iteration 50Q: 3 clusters Score -2885814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2885826.500000 Penalty: 973.014587
	Iteration 51Q: 3 clusters Score -2885826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2885839.250000 Penalty: 973.014587
	Iteration 52Q: 3 clusters Score -2885839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2885869.750000 Penalty: 973.014587
	Iteration 53Q: 3 clusters Score -2885870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2885864.500000 Penalty: 973.014587
	Iteration 54Q: 3 clusters Score -2885864 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2885890.250000 Penalty: 973.014587
	Iteration 55Q: 3 clusters Score -2885890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2885902.000000 Penalty: 973.014587
	Iteration 56Q: 3 clusters Score -2885902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2885913.250000 Penalty: 973.014587
	Iteration 57Q: 3 clusters Score -2885913 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2885921.250000 Penalty: 973.014587
	Iteration 58Q: 3 clusters Score -2885921 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2885944.500000 Penalty: 973.014587
	Iteration 59Q: 3 clusters Score -2885944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2885952.250000 Penalty: 973.014587
	Iteration 60F: 3 clusters Score -2885952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2885977.500000 Penalty: 973.014587
	Iteration 61Q: 3 clusters Score -2885978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2885994.250000 Penalty: 973.014587
	Iteration 62Q: 3 clusters Score -2885994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2885989.750000 Penalty: 973.014587
	Iteration 63Q: 3 clusters Score -2885990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2885990.750000 Penalty: 973.014587
	Iteration 64Q: 3 clusters Score -2885991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2885989.250000 Penalty: 973.014587
	Iteration 65Q: 3 clusters Score -2885989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2885991.750000 Penalty: 973.014587
	Iteration 66Q: 3 clusters Score -2885992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2885986.750000 Penalty: 973.014587
	Iteration 67Q: 3 clusters Score -2885987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2885992.250000 Penalty: 973.014587
	Iteration 68Q: 3 clusters Score -2885992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2885992.250000 Penalty: 973.014587
	Iteration 69Q: 3 clusters Score -2885992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2885986.500000 Penalty: 973.014587
	Iteration 70Q: 3 clusters Score -2885986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2885990.500000 Penalty: 973.014587
	Iteration 71Q: 3 clusters Score -2885990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2885994.500000 Penalty: 973.014587
	Iteration 72Q: 3 clusters Score -2885994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2886005.000000 Penalty: 973.014587
	Iteration 73Q: 3 clusters Score -2886005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2886010.750000 Penalty: 973.014587
	Iteration 74Q: 3 clusters Score -2886011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2886035.500000 Penalty: 973.014587
	Iteration 75Q: 3 clusters Score -2886036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2886040.250000 Penalty: 973.014587
	Iteration 76Q: 3 clusters Score -2886040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2886050.000000 Penalty: 973.014587
	Iteration 77Q: 3 clusters Score -2886050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2886079.250000 Penalty: 973.014587
	Iteration 78Q: 3 clusters Score -2886079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2886094.250000 Penalty: 973.014587
	Iteration 79Q: 3 clusters Score -2886094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2886105.000000 Penalty: 973.014587
	Iteration 80F: 3 clusters Score -2886105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2886120.250000 Penalty: 973.014587
	Iteration 81Q: 3 clusters Score -2886120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2886127.000000 Penalty: 973.014587
	Iteration 82Q: 3 clusters Score -2886127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2886131.000000 Penalty: 973.014587
	Iteration 83Q: 3 clusters Score -2886131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2886132.000000 Penalty: 973.014587
	Iteration 84Q: 3 clusters Score -2886132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2886128.750000 Penalty: 973.014587
	Iteration 85Q: 3 clusters Score -2886129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2886136.000000 Penalty: 973.014587
	Iteration 86Q: 3 clusters Score -2886136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2886133.500000 Penalty: 973.014587
	Iteration 87Q: 3 clusters Score -2886134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2886145.750000 Penalty: 973.014587
	Iteration 88Q: 3 clusters Score -2886146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2886152.500000 Penalty: 973.014587
	Iteration 89Q: 3 clusters Score -2886152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2886165.000000 Penalty: 973.014587
	Iteration 90Q: 3 clusters Score -2886165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2886172.500000 Penalty: 973.014587
	Iteration 91Q: 3 clusters Score -2886172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2886187.500000 Penalty: 973.014587
	Iteration 92Q: 3 clusters Score -2886188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2886203.250000 Penalty: 973.014587
	Iteration 93Q: 3 clusters Score -2886203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2886207.750000 Penalty: 973.014587
	Iteration 94Q: 3 clusters Score -2886208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2886213.000000 Penalty: 973.014587
	Iteration 95Q: 3 clusters Score -2886213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2886212.500000 Penalty: 973.014587
	Iteration 96Q: 3 clusters Score -2886212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2886214.500000 Penalty: 973.014587
	Iteration 97Q: 3 clusters Score -2886214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2886222.000000 Penalty: 973.014587
	Iteration 98Q: 3 clusters Score -2886222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2886220.250000 Penalty: 973.014587
	Iteration 99Q: 3 clusters Score -2886220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2886229.500000 Penalty: 973.014587
	Iteration 100F: 3 clusters Score -2886230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2886230.750000 Penalty: 973.014587
	Iteration 101Q: 3 clusters Score -2886231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2886233.500000 Penalty: 973.014587
	Iteration 102Q: 3 clusters Score -2886234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2886245.500000 Penalty: 973.014587
	Iteration 103Q: 3 clusters Score -2886246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2886252.750000 Penalty: 973.014587
	Iteration 104Q: 3 clusters Score -2886253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2886249.000000 Penalty: 973.014587
	Iteration 105Q: 3 clusters Score -2886249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2886255.750000 Penalty: 973.014587
	Iteration 106Q: 3 clusters Score -2886256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2886261.000000 Penalty: 973.014587
	Iteration 107Q: 3 clusters Score -2886261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2886260.250000 Penalty: 973.014587
	Iteration 108Q: 3 clusters Score -2886260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2886261.250000 Penalty: 973.014587
	Iteration 109Q: 3 clusters Score -2886261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2886267.250000 Penalty: 973.014587
	Iteration 110Q: 3 clusters Score -2886267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2886268.750000 Penalty: 973.014587
	Iteration 111Q: 3 clusters Score -2886269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2886272.000000 Penalty: 973.014587
	Iteration 112Q: 3 clusters Score -2886272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2886282.250000 Penalty: 973.014587
	Iteration 113Q: 3 clusters Score -2886282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2886280.250000 Penalty: 973.014587
	Iteration 114Q: 3 clusters Score -2886280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2886284.500000 Penalty: 973.014587
	Iteration 115Q: 3 clusters Score -2886284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2886282.750000 Penalty: 973.014587
	Iteration 116Q: 3 clusters Score -2886283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2886282.500000 Penalty: 973.014587
	Iteration 117Q: 3 clusters Score -2886282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2886285.500000 Penalty: 973.014587
	Iteration 118Q: 3 clusters Score -2886286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2886288.250000 Penalty: 973.014587
	Iteration 119Q: 3 clusters Score -2886288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2886293.250000 Penalty: 973.014587
	Iteration 120F: 3 clusters Score -2886293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2886297.000000 Penalty: 973.014587
	Iteration 121Q: 3 clusters Score -2886297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2886301.000000 Penalty: 973.014587
	Iteration 122Q: 3 clusters Score -2886301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2886300.250000 Penalty: 973.014587
	Iteration 123Q: 3 clusters Score -2886300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2886305.500000 Penalty: 973.014587
	Iteration 124Q: 3 clusters Score -2886306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2886311.500000 Penalty: 973.014587
	Iteration 125Q: 3 clusters Score -2886312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2886304.000000 Penalty: 973.014587
	Iteration 126Q: 3 clusters Score -2886304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2886307.250000 Penalty: 973.014587
	Iteration 127Q: 3 clusters Score -2886307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2886301.500000 Penalty: 973.014587
	Iteration 128Q: 3 clusters Score -2886302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2886305.500000 Penalty: 973.014587
	Iteration 129Q: 3 clusters Score -2886306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2886303.750000 Penalty: 973.014587
	Iteration 130Q: 3 clusters Score -2886304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2886303.750000 Penalty: 973.014587
	Iteration 131F: 3 clusters Score -2886304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -69559.351562 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -69559.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -68582.859375 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -68582.86 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68968.906250 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -68968.91 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69052.609375 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -69052.61 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -69112.492188 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -69112.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -69150.835938 Penalty: 652.059937
	Iteration 4F: 3 clusters Score -69150.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69171.812500 Penalty: 652.059937
	Iteration 5Q: 3 clusters Score -69171.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69192.406250 Penalty: 652.059937
	Iteration 6Q: 3 clusters Score -69192.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69217.070312 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -69217.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69242.093750 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -69242.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69270.828125 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -69270.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69304.398438 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -69304.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69328.812500 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -69328.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69350.187500 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -69350.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69367.375000 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -69367.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69380.507812 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -69380.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69388.679688 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -69388.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69390.906250 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -69390.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69391.828125 Penalty: 652.059937
	Iteration 17Q: 3 clusters Score -69391.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69393.554688 Penalty: 652.059937
	Iteration 18Q: 3 clusters Score -69393.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69397.093750 Penalty: 652.059937
	Iteration 19Q: 3 clusters Score -69397.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -69400.312500 Penalty: 652.059937
	Iteration 20F: 3 clusters Score -69400.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69401.367188 Penalty: 652.059937
	Iteration 21Q: 3 clusters Score -69401.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69402.453125 Penalty: 652.059937
	Iteration 22Q: 3 clusters Score -69402.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69403.640625 Penalty: 652.059937
	Iteration 23Q: 3 clusters Score -69403.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69405.484375 Penalty: 652.059937
	Iteration 24Q: 3 clusters Score -69405.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69407.085938 Penalty: 652.059937
	Iteration 25Q: 3 clusters Score -69407.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69407.703125 Penalty: 652.059937
	Iteration 26Q: 3 clusters Score -69407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69408.929688 Penalty: 652.059937
	Iteration 27Q: 3 clusters Score -69408.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69410.671875 Penalty: 652.059937
	Iteration 28Q: 3 clusters Score -69410.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69415.093750 Penalty: 652.059937
	Iteration 29Q: 3 clusters Score -69415.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -69416.765625 Penalty: 652.059937
	Iteration 30Q: 3 clusters Score -69416.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69418.992188 Penalty: 652.059937
	Iteration 31Q: 3 clusters Score -69418.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69421.789062 Penalty: 652.059937
	Iteration 32Q: 3 clusters Score -69421.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69425.875000 Penalty: 652.059937
	Iteration 33Q: 3 clusters Score -69425.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -69428.828125 Penalty: 652.059937
	Iteration 34Q: 3 clusters Score -69428.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69432.109375 Penalty: 652.059937
	Iteration 35Q: 3 clusters Score -69432.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -69438.742188 Penalty: 652.059937
	Iteration 36Q: 3 clusters Score -69438.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69451.851562 Penalty: 652.059937
	Iteration 37Q: 3 clusters Score -69451.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69455.789062 Penalty: 652.059937
	Iteration 38Q: 3 clusters Score -69455.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69460.859375 Penalty: 652.059937
	Iteration 39Q: 3 clusters Score -69460.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69463.898438 Penalty: 652.059937
	Iteration 40F: 3 clusters Score -69463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -69470.132812 Penalty: 652.059937
	Iteration 41Q: 3 clusters Score -69470.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -69475.101562 Penalty: 652.059937
	Iteration 42Q: 3 clusters Score -69475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -69482.976562 Penalty: 652.059937
	Iteration 43Q: 3 clusters Score -69482.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -69487.601562 Penalty: 652.059937
	Iteration 44Q: 3 clusters Score -69487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -69489.398438 Penalty: 652.059937
	Iteration 45Q: 3 clusters Score -69489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -69489.398438 Penalty: 652.059937
	Iteration 46F: 3 clusters Score -69489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -193181.890625 Penalty: 365.854980
	Iteration 0F: 2 clusters Score -193181.9 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 1554 members 
Entering Unmasked Estep 
Score: -191068.828125 Penalty: 731.709961
	Iteration 0F: 3 clusters Score -191068.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -191885.875000 Penalty: 731.709961
	Iteration 1F: 3 clusters Score -191885.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -192026.328125 Penalty: 731.709961
	Iteration 2F: 3 clusters Score -192026.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -192181.859375 Penalty: 731.709961
	Iteration 3F: 3 clusters Score -192181.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -192380.687500 Penalty: 731.709961
	Iteration 4F: 3 clusters Score -192380.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -192587.656250 Penalty: 731.709961
	Iteration 5F: 3 clusters Score -192587.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -192739.453125 Penalty: 731.709961
	Iteration 6F: 3 clusters Score -192739.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -192817.578125 Penalty: 731.709961
	Iteration 7Q: 3 clusters Score -192817.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -192883.218750 Penalty: 731.709961
	Iteration 8Q: 3 clusters Score -192883.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -192922.687500 Penalty: 731.709961
	Iteration 9Q: 3 clusters Score -192922.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -192949.703125 Penalty: 731.709961
	Iteration 10Q: 3 clusters Score -192949.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -192971.531250 Penalty: 731.709961
	Iteration 11Q: 3 clusters Score -192971.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -192981.484375 Penalty: 731.709961
	Iteration 12Q: 3 clusters Score -192981.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -192987.109375 Penalty: 731.709961
	Iteration 13Q: 3 clusters Score -192987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -192988.703125 Penalty: 731.709961
	Iteration 14Q: 3 clusters Score -192988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -192990.359375 Penalty: 731.709961
	Iteration 15Q: 3 clusters Score -192990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -192992.703125 Penalty: 731.709961
	Iteration 16Q: 3 clusters Score -192992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -192994.484375 Penalty: 731.709961
	Iteration 17Q: 3 clusters Score -192994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -192994.546875 Penalty: 731.709961
	Iteration 18Q: 3 clusters Score -192994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -192994.546875 Penalty: 731.709961
	Iteration 19Q: 3 clusters Score -192994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -192994.546875 Penalty: 731.709961
	Iteration 20F: 3 clusters Score -192994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Entering Unmasked Estep 
Score: -813618.312500 Penalty: 431.967377
	Iteration 0F: 2 clusters Score -813618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -804773.250000 Penalty: 863.934753
	Iteration 0F: 3 clusters Score -804773.2 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -808295.312500 Penalty: 863.934753
	Iteration 1F: 3 clusters Score -808295.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -808507.812500 Penalty: 863.934753
	Iteration 2Q: 3 clusters Score -808507.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -808769.125000 Penalty: 863.934753
	Iteration 3Q: 3 clusters Score -808769.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -809112.875000 Penalty: 863.934753
	Iteration 4F: 3 clusters Score -809112.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -809623.812500 Penalty: 863.934753
	Iteration 5F: 3 clusters Score -809623.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -810325.250000 Penalty: 863.934753
	Iteration 6F: 3 clusters Score -810325.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -811147.750000 Penalty: 863.934753
	Iteration 7F: 3 clusters Score -811147.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -811592.687500 Penalty: 863.934753
	Iteration 8F: 3 clusters Score -811592.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -811736.062500 Penalty: 863.934753
	Iteration 9Q: 3 clusters Score -811736.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -811796.125000 Penalty: 863.934753
	Iteration 10Q: 3 clusters Score -811796.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -811834.812500 Penalty: 863.934753
	Iteration 11Q: 3 clusters Score -811834.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -811866.187500 Penalty: 863.934753
	Iteration 12Q: 3 clusters Score -811866.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -811905.000000 Penalty: 863.934753
	Iteration 13Q: 3 clusters Score -811905 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -811933.937500 Penalty: 863.934753
	Iteration 14Q: 3 clusters Score -811933.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -811954.500000 Penalty: 863.934753
	Iteration 15Q: 3 clusters Score -811954.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -811967.750000 Penalty: 863.934753
	Iteration 16Q: 3 clusters Score -811967.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -811985.250000 Penalty: 863.934753
	Iteration 17Q: 3 clusters Score -811985.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -812002.187500 Penalty: 863.934753
	Iteration 18Q: 3 clusters Score -812002.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -812020.500000 Penalty: 863.934753
	Iteration 19Q: 3 clusters Score -812020.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -812046.812500 Penalty: 863.934753
	Iteration 20F: 3 clusters Score -812046.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -812070.000000 Penalty: 863.934753
	Iteration 21Q: 3 clusters Score -812070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -812092.812500 Penalty: 863.934753
	Iteration 22Q: 3 clusters Score -812092.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -812128.187500 Penalty: 863.934753
	Iteration 23Q: 3 clusters Score -812128.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -812165.812500 Penalty: 863.934753
	Iteration 24Q: 3 clusters Score -812165.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -812208.000000 Penalty: 863.934753
	Iteration 25Q: 3 clusters Score -812208 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -812250.687500 Penalty: 863.934753
	Iteration 26Q: 3 clusters Score -812250.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -812287.750000 Penalty: 863.934753
	Iteration 27Q: 3 clusters Score -812287.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -812329.125000 Penalty: 863.934753
	Iteration 28Q: 3 clusters Score -812329.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -812376.687500 Penalty: 863.934753
	Iteration 29Q: 3 clusters Score -812376.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -812429.125000 Penalty: 863.934753
	Iteration 30Q: 3 clusters Score -812429.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -812477.812500 Penalty: 863.934753
	Iteration 31Q: 3 clusters Score -812477.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -812529.312500 Penalty: 863.934753
	Iteration 32Q: 3 clusters Score -812529.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -812572.562500 Penalty: 863.934753
	Iteration 33Q: 3 clusters Score -812572.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -812609.062500 Penalty: 863.934753
	Iteration 34Q: 3 clusters Score -812609.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -812642.187500 Penalty: 863.934753
	Iteration 35Q: 3 clusters Score -812642.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -812677.625000 Penalty: 863.934753
	Iteration 36Q: 3 clusters Score -812677.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -812724.062500 Penalty: 863.934753
	Iteration 37Q: 3 clusters Score -812724.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -812761.312500 Penalty: 863.934753
	Iteration 38Q: 3 clusters Score -812761.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -812789.312500 Penalty: 863.934753
	Iteration 39Q: 3 clusters Score -812789.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -812813.562500 Penalty: 863.934753
	Iteration 40F: 3 clusters Score -812813.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -812835.312500 Penalty: 863.934753
	Iteration 41Q: 3 clusters Score -812835.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -812855.625000 Penalty: 863.934753
	Iteration 42Q: 3 clusters Score -812855.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -812869.562500 Penalty: 863.934753
	Iteration 43Q: 3 clusters Score -812869.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -812879.250000 Penalty: 863.934753
	Iteration 44Q: 3 clusters Score -812879.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -812890.437500 Penalty: 863.934753
	Iteration 45Q: 3 clusters Score -812890.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -812903.812500 Penalty: 863.934753
	Iteration 46Q: 3 clusters Score -812903.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -812917.250000 Penalty: 863.934753
	Iteration 47Q: 3 clusters Score -812917.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -812933.812500 Penalty: 863.934753
	Iteration 48Q: 3 clusters Score -812933.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -812949.062500 Penalty: 863.934753
	Iteration 49Q: 3 clusters Score -812949.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -812965.250000 Penalty: 863.934753
	Iteration 50Q: 3 clusters Score -812965.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -812971.687500 Penalty: 863.934753
	Iteration 51Q: 3 clusters Score -812971.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -812984.812500 Penalty: 863.934753
	Iteration 52Q: 3 clusters Score -812984.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -812997.250000 Penalty: 863.934753
	Iteration 53Q: 3 clusters Score -812997.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -813010.062500 Penalty: 863.934753
	Iteration 54Q: 3 clusters Score -813010.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -813022.625000 Penalty: 863.934753
	Iteration 55Q: 3 clusters Score -813022.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -813032.625000 Penalty: 863.934753
	Iteration 56Q: 3 clusters Score -813032.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -813040.312500 Penalty: 863.934753
	Iteration 57Q: 3 clusters Score -813040.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -813046.875000 Penalty: 863.934753
	Iteration 58Q: 3 clusters Score -813046.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -813055.687500 Penalty: 863.934753
	Iteration 59Q: 3 clusters Score -813055.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -813061.875000 Penalty: 863.934753
	Iteration 60F: 3 clusters Score -813061.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -813067.250000 Penalty: 863.934753
	Iteration 61Q: 3 clusters Score -813067.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -813071.125000 Penalty: 863.934753
	Iteration 62Q: 3 clusters Score -813071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -813074.125000 Penalty: 863.934753
	Iteration 63Q: 3 clusters Score -813074.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -813078.187500 Penalty: 863.934753
	Iteration 64Q: 3 clusters Score -813078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -813080.375000 Penalty: 863.934753
	Iteration 65Q: 3 clusters Score -813080.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -813083.000000 Penalty: 863.934753
	Iteration 66Q: 3 clusters Score -813083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -813084.937500 Penalty: 863.934753
	Iteration 67Q: 3 clusters Score -813084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -813089.562500 Penalty: 863.934753
	Iteration 68Q: 3 clusters Score -813089.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -813093.125000 Penalty: 863.934753
	Iteration 69Q: 3 clusters Score -813093.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -813097.812500 Penalty: 863.934753
	Iteration 70Q: 3 clusters Score -813097.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -813100.500000 Penalty: 863.934753
	Iteration 71Q: 3 clusters Score -813100.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -813103.750000 Penalty: 863.934753
	Iteration 72Q: 3 clusters Score -813103.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -813109.125000 Penalty: 863.934753
	Iteration 73Q: 3 clusters Score -813109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -813113.187500 Penalty: 863.934753
	Iteration 74Q: 3 clusters Score -813113.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -813115.750000 Penalty: 863.934753
	Iteration 75Q: 3 clusters Score -813115.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -813115.375000 Penalty: 863.934753
	Iteration 76Q: 3 clusters Score -813115.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -813116.375000 Penalty: 863.934753
	Iteration 77Q: 3 clusters Score -813116.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -813121.125000 Penalty: 863.934753
	Iteration 78Q: 3 clusters Score -813121.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -813120.875000 Penalty: 863.934753
	Iteration 79Q: 3 clusters Score -813120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -813123.250000 Penalty: 863.934753
	Iteration 80F: 3 clusters Score -813123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -813121.937500 Penalty: 863.934753
	Iteration 81Q: 3 clusters Score -813121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -813123.312500 Penalty: 863.934753
	Iteration 82Q: 3 clusters Score -813123.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -813125.875000 Penalty: 863.934753
	Iteration 83Q: 3 clusters Score -813125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -813128.750000 Penalty: 863.934753
	Iteration 84Q: 3 clusters Score -813128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -813129.812500 Penalty: 863.934753
	Iteration 85Q: 3 clusters Score -813129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -813132.000000 Penalty: 863.934753
	Iteration 86Q: 3 clusters Score -813132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -813134.875000 Penalty: 863.934753
	Iteration 87Q: 3 clusters Score -813134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -813137.625000 Penalty: 863.934753
	Iteration 88Q: 3 clusters Score -813137.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -813139.625000 Penalty: 863.934753
	Iteration 89Q: 3 clusters Score -813139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -813142.562500 Penalty: 863.934753
	Iteration 90Q: 3 clusters Score -813142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -813143.250000 Penalty: 863.934753
	Iteration 91Q: 3 clusters Score -813143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -813142.625000 Penalty: 863.934753
	Iteration 92Q: 3 clusters Score -813142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -813145.250000 Penalty: 863.934753
	Iteration 93Q: 3 clusters Score -813145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -813150.250000 Penalty: 863.934753
	Iteration 94Q: 3 clusters Score -813150.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -813152.250000 Penalty: 863.934753
	Iteration 95Q: 3 clusters Score -813152.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -813154.562500 Penalty: 863.934753
	Iteration 96Q: 3 clusters Score -813154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -813157.625000 Penalty: 863.934753
	Iteration 97Q: 3 clusters Score -813157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -813160.125000 Penalty: 863.934753
	Iteration 98Q: 3 clusters Score -813160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -813162.687500 Penalty: 863.934753
	Iteration 99Q: 3 clusters Score -813162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -813166.437500 Penalty: 863.934753
	Iteration 100F: 3 clusters Score -813166.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -813169.750000 Penalty: 863.934753
	Iteration 101Q: 3 clusters Score -813169.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -813175.187500 Penalty: 863.934753
	Iteration 102Q: 3 clusters Score -813175.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -813182.500000 Penalty: 863.934753
	Iteration 103Q: 3 clusters Score -813182.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -813187.437500 Penalty: 863.934753
	Iteration 104Q: 3 clusters Score -813187.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -813195.687500 Penalty: 863.934753
	Iteration 105Q: 3 clusters Score -813195.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -813199.500000 Penalty: 863.934753
	Iteration 106Q: 3 clusters Score -813199.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -813205.375000 Penalty: 863.934753
	Iteration 107Q: 3 clusters Score -813205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -813208.375000 Penalty: 863.934753
	Iteration 108Q: 3 clusters Score -813208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -813213.062500 Penalty: 863.934753
	Iteration 109Q: 3 clusters Score -813213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -813212.000000 Penalty: 863.934753
	Iteration 110Q: 3 clusters Score -813212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -813214.125000 Penalty: 863.934753
	Iteration 111Q: 3 clusters Score -813214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -813215.625000 Penalty: 863.934753
	Iteration 112Q: 3 clusters Score -813215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -813216.500000 Penalty: 863.934753
	Iteration 113Q: 3 clusters Score -813216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -813217.437500 Penalty: 863.934753
	Iteration 114Q: 3 clusters Score -813217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -813217.437500 Penalty: 863.934753
	Iteration 115F: 3 clusters Score -813217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Entering Unmasked Estep 
Score: -5205478.000000 Penalty: 515.517700
	Iteration 0F: 2 clusters Score -5205478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5149490.500000 Penalty: 1031.035400
	Iteration 0F: 3 clusters Score -5149490 nChanged 40781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -5173064.500000 Penalty: 1031.035400
	Iteration 1F: 3 clusters Score -5173064 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5173585.500000 Penalty: 1031.035400
	Iteration 2Q: 3 clusters Score -5173586 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5174318.500000 Penalty: 1031.035400
	Iteration 3Q: 3 clusters Score -5174318 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -5175501.000000 Penalty: 1031.035400
	Iteration 4Q: 3 clusters Score -5175501 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -5177874.500000 Penalty: 1031.035400
	Iteration 5F: 3 clusters Score -5177874 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5182143.000000 Penalty: 1031.035400
	Iteration 6F: 3 clusters Score -5182143 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -5188486.500000 Penalty: 1031.035400
	Iteration 7F: 3 clusters Score -5188486 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -5195371.000000 Penalty: 1031.035400
	Iteration 8F: 3 clusters Score -5195371 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -5200542.500000 Penalty: 1031.035400
	Iteration 9F: 3 clusters Score -5200542 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -5203247.000000 Penalty: 1031.035400
	Iteration 10Q: 3 clusters Score -5203247 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -5204388.000000 Penalty: 1031.035400
	Iteration 11Q: 3 clusters Score -5204388 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -5204773.000000 Penalty: 1031.035400
	Iteration 12Q: 3 clusters Score -5204773 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -5204935.000000 Penalty: 1031.035400
	Iteration 13Q: 3 clusters Score -5204935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -5204973.500000 Penalty: 1031.035400
	Iteration 14Q: 3 clusters Score -5204974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -5205003.000000 Penalty: 1031.035400
	Iteration 15Q: 3 clusters Score -5205003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -5205027.000000 Penalty: 1031.035400
	Iteration 16Q: 3 clusters Score -5205027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -5205039.500000 Penalty: 1031.035400
	Iteration 17Q: 3 clusters Score -5205040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -5205045.500000 Penalty: 1031.035400
	Iteration 18Q: 3 clusters Score -5205046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -5205052.000000 Penalty: 1031.035400
	Iteration 19Q: 3 clusters Score -5205052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -5205053.000000 Penalty: 1031.035400
	Iteration 20F: 3 clusters Score -5205053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2394.461914 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2394.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2270.907959 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2270.908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2330.497314 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2330.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2360.600342 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -2360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2360.600342 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -2360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -205243.625000 Penalty: 368.598755
	Iteration 0F: 2 clusters Score -205243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -202933.468750 Penalty: 737.197510
	Iteration 0F: 3 clusters Score -202933.5 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -203823.015625 Penalty: 737.197510
	Iteration 1F: 3 clusters Score -203823 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -203972.203125 Penalty: 737.197510
	Iteration 2F: 3 clusters Score -203972.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -204069.734375 Penalty: 737.197510
	Iteration 3F: 3 clusters Score -204069.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -204148.125000 Penalty: 737.197510
	Iteration 4Q: 3 clusters Score -204148.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -204212.843750 Penalty: 737.197510
	Iteration 5Q: 3 clusters Score -204212.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -204286.390625 Penalty: 737.197510
	Iteration 6Q: 3 clusters Score -204286.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -204358.671875 Penalty: 737.197510
	Iteration 7Q: 3 clusters Score -204358.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -204417.218750 Penalty: 737.197510
	Iteration 8Q: 3 clusters Score -204417.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -204457.125000 Penalty: 737.197510
	Iteration 9Q: 3 clusters Score -204457.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -204491.843750 Penalty: 737.197510
	Iteration 10Q: 3 clusters Score -204491.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -204519.171875 Penalty: 737.197510
	Iteration 11Q: 3 clusters Score -204519.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -204538.937500 Penalty: 737.197510
	Iteration 12Q: 3 clusters Score -204538.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -204549.031250 Penalty: 737.197510
	Iteration 13Q: 3 clusters Score -204549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204559.359375 Penalty: 737.197510
	Iteration 14Q: 3 clusters Score -204559.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204566.390625 Penalty: 737.197510
	Iteration 15Q: 3 clusters Score -204566.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -204572.000000 Penalty: 737.197510
	Iteration 16Q: 3 clusters Score -204572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -204575.046875 Penalty: 737.197510
	Iteration 17Q: 3 clusters Score -204575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -204579.281250 Penalty: 737.197510
	Iteration 18Q: 3 clusters Score -204579.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -204583.093750 Penalty: 737.197510
	Iteration 19Q: 3 clusters Score -204583.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204586.093750 Penalty: 737.197510
	Iteration 20F: 3 clusters Score -204586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -204588.890625 Penalty: 737.197510
	Iteration 21Q: 3 clusters Score -204588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -204589.953125 Penalty: 737.197510
	Iteration 22Q: 3 clusters Score -204590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -204590.265625 Penalty: 737.197510
	Iteration 23Q: 3 clusters Score -204590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -204591.468750 Penalty: 737.197510
	Iteration 24Q: 3 clusters Score -204591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -204594.406250 Penalty: 737.197510
	Iteration 25Q: 3 clusters Score -204594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -204599.343750 Penalty: 737.197510
	Iteration 26Q: 3 clusters Score -204599.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -204604.093750 Penalty: 737.197510
	Iteration 27Q: 3 clusters Score -204604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -204606.906250 Penalty: 737.197510
	Iteration 28Q: 3 clusters Score -204606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -204608.546875 Penalty: 737.197510
	Iteration 29Q: 3 clusters Score -204608.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -204609.968750 Penalty: 737.197510
	Iteration 30Q: 3 clusters Score -204610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -204610.890625 Penalty: 737.197510
	Iteration 31Q: 3 clusters Score -204610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -204613.093750 Penalty: 737.197510
	Iteration 32Q: 3 clusters Score -204613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -204614.250000 Penalty: 737.197510
	Iteration 33Q: 3 clusters Score -204614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -204616.671875 Penalty: 737.197510
	Iteration 34Q: 3 clusters Score -204616.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -204618.968750 Penalty: 737.197510
	Iteration 35Q: 3 clusters Score -204619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204620.281250 Penalty: 737.197510
	Iteration 36Q: 3 clusters Score -204620.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -204622.953125 Penalty: 737.197510
	Iteration 37Q: 3 clusters Score -204623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -204624.218750 Penalty: 737.197510
	Iteration 38Q: 3 clusters Score -204624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -204626.750000 Penalty: 737.197510
	Iteration 39Q: 3 clusters Score -204626.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -204630.046875 Penalty: 737.197510
	Iteration 40F: 3 clusters Score -204630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -204632.875000 Penalty: 737.197510
	Iteration 41Q: 3 clusters Score -204632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204635.656250 Penalty: 737.197510
	Iteration 42Q: 3 clusters Score -204635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -204638.546875 Penalty: 737.197510
	Iteration 43Q: 3 clusters Score -204638.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -204641.296875 Penalty: 737.197510
	Iteration 44Q: 3 clusters Score -204641.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -204646.140625 Penalty: 737.197510
	Iteration 45Q: 3 clusters Score -204646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -204653.859375 Penalty: 737.197510
	Iteration 46Q: 3 clusters Score -204653.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -204662.671875 Penalty: 737.197510
	Iteration 47Q: 3 clusters Score -204662.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204670.406250 Penalty: 737.197510
	Iteration 48Q: 3 clusters Score -204670.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -204674.890625 Penalty: 737.197510
	Iteration 49Q: 3 clusters Score -204674.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204676.312500 Penalty: 737.197510
	Iteration 50Q: 3 clusters Score -204676.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -204678.125000 Penalty: 737.197510
	Iteration 51Q: 3 clusters Score -204678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -204679.718750 Penalty: 737.197510
	Iteration 52Q: 3 clusters Score -204679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -204682.515625 Penalty: 737.197510
	Iteration 53Q: 3 clusters Score -204682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -204686.062500 Penalty: 737.197510
	Iteration 54Q: 3 clusters Score -204686.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -204688.218750 Penalty: 737.197510
	Iteration 55Q: 3 clusters Score -204688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204690.140625 Penalty: 737.197510
	Iteration 56Q: 3 clusters Score -204690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204692.953125 Penalty: 737.197510
	Iteration 57Q: 3 clusters Score -204693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204697.484375 Penalty: 737.197510
	Iteration 58Q: 3 clusters Score -204697.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -204699.953125 Penalty: 737.197510
	Iteration 59Q: 3 clusters Score -204700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -204701.843750 Penalty: 737.197510
	Iteration 60F: 3 clusters Score -204701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -204702.859375 Penalty: 737.197510
	Iteration 61Q: 3 clusters Score -204702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -204703.390625 Penalty: 737.197510
	Iteration 62Q: 3 clusters Score -204703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204704.953125 Penalty: 737.197510
	Iteration 63Q: 3 clusters Score -204705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -204706.984375 Penalty: 737.197510
	Iteration 64Q: 3 clusters Score -204707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -204709.500000 Penalty: 737.197510
	Iteration 65Q: 3 clusters Score -204709.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204712.468750 Penalty: 737.197510
	Iteration 66Q: 3 clusters Score -204712.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204716.250000 Penalty: 737.197510
	Iteration 67Q: 3 clusters Score -204716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -204722.156250 Penalty: 737.197510
	Iteration 68Q: 3 clusters Score -204722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -204731.062500 Penalty: 737.197510
	Iteration 69Q: 3 clusters Score -204731.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204736.531250 Penalty: 737.197510
	Iteration 70Q: 3 clusters Score -204736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -204741.968750 Penalty: 737.197510
	Iteration 71Q: 3 clusters Score -204742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -204749.250000 Penalty: 737.197510
	Iteration 72Q: 3 clusters Score -204749.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -204760.437500 Penalty: 737.197510
	Iteration 73Q: 3 clusters Score -204760.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -204774.968750 Penalty: 737.197510
	Iteration 74Q: 3 clusters Score -204775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -204798.859375 Penalty: 737.197510
	Iteration 75Q: 3 clusters Score -204798.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -204815.750000 Penalty: 737.197510
	Iteration 76Q: 3 clusters Score -204815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -204832.687500 Penalty: 737.197510
	Iteration 77Q: 3 clusters Score -204832.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -204862.234375 Penalty: 737.197510
	Iteration 78Q: 3 clusters Score -204862.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -204887.171875 Penalty: 737.197510
	Iteration 79Q: 3 clusters Score -204887.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -204909.515625 Penalty: 737.197510
	Iteration 80F: 3 clusters Score -204909.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -204937.875000 Penalty: 737.197510
	Iteration 81Q: 3 clusters Score -204937.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -204958.156250 Penalty: 737.197510
	Iteration 82Q: 3 clusters Score -204958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -204975.875000 Penalty: 737.197510
	Iteration 83Q: 3 clusters Score -204975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -204985.640625 Penalty: 737.197510
	Iteration 84Q: 3 clusters Score -204985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -204987.421875 Penalty: 737.197510
	Iteration 85Q: 3 clusters Score -204987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -204988.437500 Penalty: 737.197510
	Iteration 86Q: 3 clusters Score -204988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -204989.578125 Penalty: 737.197510
	Iteration 87Q: 3 clusters Score -204989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -204990.000000 Penalty: 737.197510
	Iteration 88Q: 3 clusters Score -204990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -204990.140625 Penalty: 737.197510
	Iteration 89Q: 3 clusters Score -204990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -204990.515625 Penalty: 737.197510
	Iteration 90Q: 3 clusters Score -204990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -204992.656250 Penalty: 737.197510
	Iteration 91Q: 3 clusters Score -204992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -204995.796875 Penalty: 737.197510
	Iteration 92Q: 3 clusters Score -204995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -204997.046875 Penalty: 737.197510
	Iteration 93Q: 3 clusters Score -204997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -204997.578125 Penalty: 737.197510
	Iteration 94Q: 3 clusters Score -204997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -204998.156250 Penalty: 737.197510
	Iteration 95Q: 3 clusters Score -204998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -204999.218750 Penalty: 737.197510
	Iteration 96Q: 3 clusters Score -204999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -204999.640625 Penalty: 737.197510
	Iteration 97Q: 3 clusters Score -204999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -204999.640625 Penalty: 737.197510
	Iteration 98F: 3 clusters Score -204999.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Entering Unmasked Estep 
Score: -5087270.000000 Penalty: 514.116394
	Iteration 0F: 2 clusters Score -5087270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5033879.500000 Penalty: 1028.232788
	Iteration 0F: 3 clusters Score -5033880 nChanged 39290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5057824.500000 Penalty: 1028.232788
	Iteration 1F: 3 clusters Score -5057824 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5059195.000000 Penalty: 1028.232788
	Iteration 2Q: 3 clusters Score -5059195 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5061164.000000 Penalty: 1028.232788
	Iteration 3F: 3 clusters Score -5061164 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -5064287.500000 Penalty: 1028.232788
	Iteration 4F: 3 clusters Score -5064288 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -5068663.500000 Penalty: 1028.232788
	Iteration 5F: 3 clusters Score -5068664 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -5073009.500000 Penalty: 1028.232788
	Iteration 6F: 3 clusters Score -5073010 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -5075085.000000 Penalty: 1028.232788
	Iteration 7Q: 3 clusters Score -5075085 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -5075943.500000 Penalty: 1028.232788
	Iteration 8Q: 3 clusters Score -5075944 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -5076501.500000 Penalty: 1028.232788
	Iteration 9Q: 3 clusters Score -5076502 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -5077088.000000 Penalty: 1028.232788
	Iteration 10Q: 3 clusters Score -5077088 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -5077729.000000 Penalty: 1028.232788
	Iteration 11Q: 3 clusters Score -5077729 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -5078386.000000 Penalty: 1028.232788
	Iteration 12Q: 3 clusters Score -5078386 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -5079066.500000 Penalty: 1028.232788
	Iteration 13Q: 3 clusters Score -5079066 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -5079829.500000 Penalty: 1028.232788
	Iteration 14Q: 3 clusters Score -5079830 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -5080630.500000 Penalty: 1028.232788
	Iteration 15Q: 3 clusters Score -5080630 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -5081402.500000 Penalty: 1028.232788
	Iteration 16Q: 3 clusters Score -5081402 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -5082162.000000 Penalty: 1028.232788
	Iteration 17Q: 3 clusters Score -5082162 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -5082960.000000 Penalty: 1028.232788
	Iteration 18Q: 3 clusters Score -5082960 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -5083842.000000 Penalty: 1028.232788
	Iteration 19Q: 3 clusters Score -5083842 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -5084692.000000 Penalty: 1028.232788
	Iteration 20F: 3 clusters Score -5084692 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -5085382.000000 Penalty: 1028.232788
	Iteration 21Q: 3 clusters Score -5085382 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -5085927.500000 Penalty: 1028.232788
	Iteration 22Q: 3 clusters Score -5085928 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -5086291.500000 Penalty: 1028.232788
	Iteration 23Q: 3 clusters Score -5086292 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -5086553.500000 Penalty: 1028.232788
	Iteration 24Q: 3 clusters Score -5086554 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -5086755.500000 Penalty: 1028.232788
	Iteration 25Q: 3 clusters Score -5086756 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -5086868.500000 Penalty: 1028.232788
	Iteration 26Q: 3 clusters Score -5086868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -5086931.500000 Penalty: 1028.232788
	Iteration 27Q: 3 clusters Score -5086932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -5086968.500000 Penalty: 1028.232788
	Iteration 28Q: 3 clusters Score -5086968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -5087006.500000 Penalty: 1028.232788
	Iteration 29Q: 3 clusters Score -5087006 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -5087032.000000 Penalty: 1028.232788
	Iteration 30Q: 3 clusters Score -5087032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -5087025.000000 Penalty: 1028.232788
	Iteration 31Q: 3 clusters Score -5087025 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -5087026.500000 Penalty: 1028.232788
	Iteration 32Q: 3 clusters Score -5087026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -5087017.000000 Penalty: 1028.232788
	Iteration 33Q: 3 clusters Score -5087017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -5087030.000000 Penalty: 1028.232788
	Iteration 34Q: 3 clusters Score -5087030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -5087027.500000 Penalty: 1028.232788
	Iteration 35Q: 3 clusters Score -5087028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -5087044.000000 Penalty: 1028.232788
	Iteration 36Q: 3 clusters Score -5087044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -5087071.500000 Penalty: 1028.232788
	Iteration 37Q: 3 clusters Score -5087072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -5087077.000000 Penalty: 1028.232788
	Iteration 38Q: 3 clusters Score -5087077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -5087079.500000 Penalty: 1028.232788
	Iteration 39Q: 3 clusters Score -5087080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -5087080.500000 Penalty: 1028.232788
	Iteration 40F: 3 clusters Score -5087080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -5087083.000000 Penalty: 1028.232788
	Iteration 41Q: 3 clusters Score -5087083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -5087095.500000 Penalty: 1028.232788
	Iteration 42Q: 3 clusters Score -5087096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -5087095.000000 Penalty: 1028.232788
	Iteration 43Q: 3 clusters Score -5087095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -5087091.500000 Penalty: 1028.232788
	Iteration 44Q: 3 clusters Score -5087092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -5087093.000000 Penalty: 1028.232788
	Iteration 45Q: 3 clusters Score -5087093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -5087106.000000 Penalty: 1028.232788
	Iteration 46Q: 3 clusters Score -5087106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -5087113.500000 Penalty: 1028.232788
	Iteration 47Q: 3 clusters Score -5087114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -5087118.000000 Penalty: 1028.232788
	Iteration 48Q: 3 clusters Score -5087118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -5087119.000000 Penalty: 1028.232788
	Iteration 49Q: 3 clusters Score -5087119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -5087127.000000 Penalty: 1028.232788
	Iteration 50Q: 3 clusters Score -5087127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -5087128.000000 Penalty: 1028.232788
	Iteration 51Q: 3 clusters Score -5087128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -5087124.500000 Penalty: 1028.232788
	Iteration 52Q: 3 clusters Score -5087124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -5087119.500000 Penalty: 1028.232788
	Iteration 53Q: 3 clusters Score -5087120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -5087130.000000 Penalty: 1028.232788
	Iteration 54Q: 3 clusters Score -5087130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -5087129.000000 Penalty: 1028.232788
	Iteration 55Q: 3 clusters Score -5087129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -5087127.000000 Penalty: 1028.232788
	Iteration 56Q: 3 clusters Score -5087127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -5087130.000000 Penalty: 1028.232788
	Iteration 57Q: 3 clusters Score -5087130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -5087133.500000 Penalty: 1028.232788
	Iteration 58Q: 3 clusters Score -5087134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -5087131.500000 Penalty: 1028.232788
	Iteration 59Q: 3 clusters Score -5087132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -5087130.000000 Penalty: 1028.232788
	Iteration 60F: 3 clusters Score -5087130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -5087136.000000 Penalty: 1028.232788
	Iteration 61Q: 3 clusters Score -5087136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -5087131.500000 Penalty: 1028.232788
	Iteration 62Q: 3 clusters Score -5087132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -5087132.500000 Penalty: 1028.232788
	Iteration 63Q: 3 clusters Score -5087132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -5087135.500000 Penalty: 1028.232788
	Iteration 64Q: 3 clusters Score -5087136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -5087137.000000 Penalty: 1028.232788
	Iteration 65Q: 3 clusters Score -5087137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -5087136.000000 Penalty: 1028.232788
	Iteration 66Q: 3 clusters Score -5087136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -5087133.500000 Penalty: 1028.232788
	Iteration 67Q: 3 clusters Score -5087134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -5087134.000000 Penalty: 1028.232788
	Iteration 68Q: 3 clusters Score -5087134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -5087134.000000 Penalty: 1028.232788
	Iteration 69F: 3 clusters Score -5087134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -4165.927246 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -4165.927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3986.427979 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -3986.428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4042.679443 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -4042.679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4049.894531 Penalty: 420.872528
	Iteration 2Q: 3 clusters Score -4049.895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4050.170410 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -4050.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4050.170410 Penalty: 420.872528
	Iteration 4F: 3 clusters Score -4050.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Entering Unmasked Estep 
Score: -3690449.000000 Penalty: 500.394897
	Iteration 0F: 2 clusters Score -3690449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3650199.500000 Penalty: 1000.789795
	Iteration 0F: 3 clusters Score -3650200 nChanged 29118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3670401.500000 Penalty: 1000.789795
	Iteration 1F: 3 clusters Score -3670402 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3673858.250000 Penalty: 1000.789795
	Iteration 2F: 3 clusters Score -3673858 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3678818.250000 Penalty: 1000.789795
	Iteration 3F: 3 clusters Score -3678818 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3684009.500000 Penalty: 1000.789795
	Iteration 4F: 3 clusters Score -3684010 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3687624.000000 Penalty: 1000.789795
	Iteration 5F: 3 clusters Score -3687624 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3689135.250000 Penalty: 1000.789795
	Iteration 6Q: 3 clusters Score -3689135 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3689707.000000 Penalty: 1000.789795
	Iteration 7Q: 3 clusters Score -3689707 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3689869.000000 Penalty: 1000.789795
	Iteration 8Q: 3 clusters Score -3689869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3689945.000000 Penalty: 1000.789795
	Iteration 9Q: 3 clusters Score -3689945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3689973.750000 Penalty: 1000.789795
	Iteration 10Q: 3 clusters Score -3689974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3689988.250000 Penalty: 1000.789795
	Iteration 11Q: 3 clusters Score -3689988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3689991.000000 Penalty: 1000.789795
	Iteration 12Q: 3 clusters Score -3689991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3690000.250000 Penalty: 1000.789795
	Iteration 13Q: 3 clusters Score -3690000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3690004.000000 Penalty: 1000.789795
	Iteration 14Q: 3 clusters Score -3690004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3690003.250000 Penalty: 1000.789795
	Iteration 15Q: 3 clusters Score -3690003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3690004.000000 Penalty: 1000.789795
	Iteration 16Q: 3 clusters Score -3690004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3690004.000000 Penalty: 1000.789795
	Iteration 17F: 3 clusters Score -3690004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Entering Unmasked Estep 
Score: -818686.812500 Penalty: 433.191345
	Iteration 0F: 2 clusters Score -818686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -809595.750000 Penalty: 866.382690
	Iteration 0F: 3 clusters Score -809595.8 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -813629.125000 Penalty: 866.382690
	Iteration 1F: 3 clusters Score -813629.1 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -814245.312500 Penalty: 866.382690
	Iteration 2F: 3 clusters Score -814245.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -815038.875000 Penalty: 866.382690
	Iteration 3F: 3 clusters Score -815038.9 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -815913.000000 Penalty: 866.382690
	Iteration 4F: 3 clusters Score -815913 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -816652.875000 Penalty: 866.382690
	Iteration 5F: 3 clusters Score -816652.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -817074.250000 Penalty: 866.382690
	Iteration 6Q: 3 clusters Score -817074.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -817242.437500 Penalty: 866.382690
	Iteration 7Q: 3 clusters Score -817242.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -817354.812500 Penalty: 866.382690
	Iteration 8Q: 3 clusters Score -817354.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -817458.687500 Penalty: 866.382690
	Iteration 9Q: 3 clusters Score -817458.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -817566.687500 Penalty: 866.382690
	Iteration 10Q: 3 clusters Score -817566.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -817680.937500 Penalty: 866.382690
	Iteration 11Q: 3 clusters Score -817680.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -817794.250000 Penalty: 866.382690
	Iteration 12Q: 3 clusters Score -817794.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -817901.000000 Penalty: 866.382690
	Iteration 13Q: 3 clusters Score -817901 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -817974.812500 Penalty: 866.382690
	Iteration 14Q: 3 clusters Score -817974.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -818037.812500 Penalty: 866.382690
	Iteration 15Q: 3 clusters Score -818037.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -818089.687500 Penalty: 866.382690
	Iteration 16Q: 3 clusters Score -818089.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -818128.000000 Penalty: 866.382690
	Iteration 17Q: 3 clusters Score -818128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -818156.750000 Penalty: 866.382690
	Iteration 18Q: 3 clusters Score -818156.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -818177.687500 Penalty: 866.382690
	Iteration 19Q: 3 clusters Score -818177.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -818195.437500 Penalty: 866.382690
	Iteration 20F: 3 clusters Score -818195.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -818207.375000 Penalty: 866.382690
	Iteration 21Q: 3 clusters Score -818207.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -818220.625000 Penalty: 866.382690
	Iteration 22Q: 3 clusters Score -818220.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -818227.875000 Penalty: 866.382690
	Iteration 23Q: 3 clusters Score -818227.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -818237.875000 Penalty: 866.382690
	Iteration 24Q: 3 clusters Score -818237.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -818244.875000 Penalty: 866.382690
	Iteration 25Q: 3 clusters Score -818244.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -818254.437500 Penalty: 866.382690
	Iteration 26Q: 3 clusters Score -818254.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -818257.187500 Penalty: 866.382690
	Iteration 27Q: 3 clusters Score -818257.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -818261.250000 Penalty: 866.382690
	Iteration 28Q: 3 clusters Score -818261.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -818266.125000 Penalty: 866.382690
	Iteration 29Q: 3 clusters Score -818266.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -818267.812500 Penalty: 866.382690
	Iteration 30Q: 3 clusters Score -818267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -818273.625000 Penalty: 866.382690
	Iteration 31Q: 3 clusters Score -818273.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -818273.812500 Penalty: 866.382690
	Iteration 32Q: 3 clusters Score -818273.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -818274.375000 Penalty: 866.382690
	Iteration 33Q: 3 clusters Score -818274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -818275.625000 Penalty: 866.382690
	Iteration 34Q: 3 clusters Score -818275.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -818277.750000 Penalty: 866.382690
	Iteration 35Q: 3 clusters Score -818277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -818278.062500 Penalty: 866.382690
	Iteration 36Q: 3 clusters Score -818278.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -818277.437500 Penalty: 866.382690
	Iteration 37Q: 3 clusters Score -818277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -818278.875000 Penalty: 866.382690
	Iteration 38Q: 3 clusters Score -818278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -818279.500000 Penalty: 866.382690
	Iteration 39Q: 3 clusters Score -818279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -818278.687500 Penalty: 866.382690
	Iteration 40F: 3 clusters Score -818278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -818280.437500 Penalty: 866.382690
	Iteration 41Q: 3 clusters Score -818280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -818280.687500 Penalty: 866.382690
	Iteration 42Q: 3 clusters Score -818280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -818280.562500 Penalty: 866.382690
	Iteration 43Q: 3 clusters Score -818280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -818282.562500 Penalty: 866.382690
	Iteration 44Q: 3 clusters Score -818282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -818283.500000 Penalty: 866.382690
	Iteration 45Q: 3 clusters Score -818283.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -818286.625000 Penalty: 866.382690
	Iteration 46Q: 3 clusters Score -818286.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -818290.187500 Penalty: 866.382690
	Iteration 47Q: 3 clusters Score -818290.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -818296.000000 Penalty: 866.382690
	Iteration 48Q: 3 clusters Score -818296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -818299.375000 Penalty: 866.382690
	Iteration 49Q: 3 clusters Score -818299.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -818303.250000 Penalty: 866.382690
	Iteration 50Q: 3 clusters Score -818303.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -818305.375000 Penalty: 866.382690
	Iteration 51Q: 3 clusters Score -818305.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -818307.500000 Penalty: 866.382690
	Iteration 52Q: 3 clusters Score -818307.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -818311.312500 Penalty: 866.382690
	Iteration 53Q: 3 clusters Score -818311.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -818314.687500 Penalty: 866.382690
	Iteration 54Q: 3 clusters Score -818314.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -818318.625000 Penalty: 866.382690
	Iteration 55Q: 3 clusters Score -818318.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -818321.750000 Penalty: 866.382690
	Iteration 56Q: 3 clusters Score -818321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -818325.187500 Penalty: 866.382690
	Iteration 57Q: 3 clusters Score -818325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -818326.000000 Penalty: 866.382690
	Iteration 58Q: 3 clusters Score -818326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -818328.437500 Penalty: 866.382690
	Iteration 59Q: 3 clusters Score -818328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -818331.437500 Penalty: 866.382690
	Iteration 60F: 3 clusters Score -818331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -818333.437500 Penalty: 866.382690
	Iteration 61Q: 3 clusters Score -818333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -818331.437500 Penalty: 866.382690
	Iteration 62Q: 3 clusters Score -818331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -818333.500000 Penalty: 866.382690
	Iteration 63Q: 3 clusters Score -818333.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -818334.500000 Penalty: 866.382690
	Iteration 64Q: 3 clusters Score -818334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -818334.875000 Penalty: 866.382690
	Iteration 65Q: 3 clusters Score -818334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -818335.437500 Penalty: 866.382690
	Iteration 66Q: 3 clusters Score -818335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -818335.625000 Penalty: 866.382690
	Iteration 67Q: 3 clusters Score -818335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -818335.375000 Penalty: 866.382690
	Iteration 68Q: 3 clusters Score -818335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -818335.125000 Penalty: 866.382690
	Iteration 69Q: 3 clusters Score -818335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -818336.312500 Penalty: 866.382690
	Iteration 70Q: 3 clusters Score -818336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -818335.125000 Penalty: 866.382690
	Iteration 71Q: 3 clusters Score -818335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -818335.125000 Penalty: 866.382690
	Iteration 72F: 3 clusters Score -818335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -104231.726562 Penalty: 341.499908
	Iteration 0F: 2 clusters Score -104231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -102920.851562 Penalty: 682.999817
	Iteration 0F: 3 clusters Score -102920.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -103414.164062 Penalty: 682.999817
	Iteration 1F: 3 clusters Score -103414.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -103538.867188 Penalty: 682.999817
	Iteration 2F: 3 clusters Score -103538.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103659.843750 Penalty: 682.999817
	Iteration 3F: 3 clusters Score -103659.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -103776.234375 Penalty: 682.999817
	Iteration 4F: 3 clusters Score -103776.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103889.710938 Penalty: 682.999817
	Iteration 5F: 3 clusters Score -103889.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103969.468750 Penalty: 682.999817
	Iteration 6F: 3 clusters Score -103969.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104014.007812 Penalty: 682.999817
	Iteration 7Q: 3 clusters Score -104014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104038.921875 Penalty: 682.999817
	Iteration 8Q: 3 clusters Score -104038.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104056.000000 Penalty: 682.999817
	Iteration 9Q: 3 clusters Score -104056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104064.085938 Penalty: 682.999817
	Iteration 10Q: 3 clusters Score -104064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104068.390625 Penalty: 682.999817
	Iteration 11Q: 3 clusters Score -104068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104069.632812 Penalty: 682.999817
	Iteration 12Q: 3 clusters Score -104069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104073.250000 Penalty: 682.999817
	Iteration 13Q: 3 clusters Score -104073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104077.679688 Penalty: 682.999817
	Iteration 14Q: 3 clusters Score -104077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104082.515625 Penalty: 682.999817
	Iteration 15Q: 3 clusters Score -104082.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104086.000000 Penalty: 682.999817
	Iteration 16Q: 3 clusters Score -104086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104088.734375 Penalty: 682.999817
	Iteration 17Q: 3 clusters Score -104088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104091.765625 Penalty: 682.999817
	Iteration 18Q: 3 clusters Score -104091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104095.195312 Penalty: 682.999817
	Iteration 19Q: 3 clusters Score -104095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104098.273438 Penalty: 682.999817
	Iteration 20F: 3 clusters Score -104098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104101.843750 Penalty: 682.999817
	Iteration 21Q: 3 clusters Score -104101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104104.218750 Penalty: 682.999817
	Iteration 22Q: 3 clusters Score -104104.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104107.867188 Penalty: 682.999817
	Iteration 23Q: 3 clusters Score -104107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104112.984375 Penalty: 682.999817
	Iteration 24Q: 3 clusters Score -104113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104118.382812 Penalty: 682.999817
	Iteration 25Q: 3 clusters Score -104118.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104121.539062 Penalty: 682.999817
	Iteration 26Q: 3 clusters Score -104121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104125.085938 Penalty: 682.999817
	Iteration 27Q: 3 clusters Score -104125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -104126.687500 Penalty: 682.999817
	Iteration 28Q: 3 clusters Score -104126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104130.921875 Penalty: 682.999817
	Iteration 29Q: 3 clusters Score -104130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104138.312500 Penalty: 682.999817
	Iteration 30Q: 3 clusters Score -104138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104148.406250 Penalty: 682.999817
	Iteration 31Q: 3 clusters Score -104148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -104153.812500 Penalty: 682.999817
	Iteration 32Q: 3 clusters Score -104153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104157.265625 Penalty: 682.999817
	Iteration 33Q: 3 clusters Score -104157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104157.414062 Penalty: 682.999817
	Iteration 34Q: 3 clusters Score -104157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104157.890625 Penalty: 682.999817
	Iteration 35Q: 3 clusters Score -104157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104158.531250 Penalty: 682.999817
	Iteration 36Q: 3 clusters Score -104158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104159.007812 Penalty: 682.999817
	Iteration 37Q: 3 clusters Score -104159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104159.171875 Penalty: 682.999817
	Iteration 38Q: 3 clusters Score -104159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104159.851562 Penalty: 682.999817
	Iteration 39Q: 3 clusters Score -104159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104160.789062 Penalty: 682.999817
	Iteration 40F: 3 clusters Score -104160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104161.976562 Penalty: 682.999817
	Iteration 41Q: 3 clusters Score -104162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104163.359375 Penalty: 682.999817
	Iteration 42Q: 3 clusters Score -104163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104164.757812 Penalty: 682.999817
	Iteration 43Q: 3 clusters Score -104164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -104164.976562 Penalty: 682.999817
	Iteration 44Q: 3 clusters Score -104165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -104166.164062 Penalty: 682.999817
	Iteration 45Q: 3 clusters Score -104166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104166.554688 Penalty: 682.999817
	Iteration 46Q: 3 clusters Score -104166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -104167.242188 Penalty: 682.999817
	Iteration 47Q: 3 clusters Score -104167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -104167.695312 Penalty: 682.999817
	Iteration 48Q: 3 clusters Score -104167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104168.226562 Penalty: 682.999817
	Iteration 49Q: 3 clusters Score -104168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104168.781250 Penalty: 682.999817
	Iteration 50Q: 3 clusters Score -104168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104168.781250 Penalty: 682.999817
	Iteration 51F: 3 clusters Score -104168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Entering Unmasked Estep 
Score: -1346796.625000 Penalty: 452.070496
	Iteration 0F: 2 clusters Score -1346797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1333018.125000 Penalty: 904.140991
	Iteration 0F: 3 clusters Score -1333018 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1339138.000000 Penalty: 904.140991
	Iteration 1F: 3 clusters Score -1339138 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1339814.625000 Penalty: 904.140991
	Iteration 2F: 3 clusters Score -1339815 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1340728.500000 Penalty: 904.140991
	Iteration 3F: 3 clusters Score -1340728 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1341865.375000 Penalty: 904.140991
	Iteration 4F: 3 clusters Score -1341865 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1343014.000000 Penalty: 904.140991
	Iteration 5F: 3 clusters Score -1343014 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1343741.250000 Penalty: 904.140991
	Iteration 6F: 3 clusters Score -1343741 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1344210.250000 Penalty: 904.140991
	Iteration 7Q: 3 clusters Score -1344210 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1344481.000000 Penalty: 904.140991
	Iteration 8Q: 3 clusters Score -1344481 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1344692.750000 Penalty: 904.140991
	Iteration 9Q: 3 clusters Score -1344693 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1344855.500000 Penalty: 904.140991
	Iteration 10Q: 3 clusters Score -1344856 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1345009.250000 Penalty: 904.140991
	Iteration 11Q: 3 clusters Score -1345009 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1345166.625000 Penalty: 904.140991
	Iteration 12Q: 3 clusters Score -1345167 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1345320.125000 Penalty: 904.140991
	Iteration 13Q: 3 clusters Score -1345320 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1345462.125000 Penalty: 904.140991
	Iteration 14Q: 3 clusters Score -1345462 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1345604.000000 Penalty: 904.140991
	Iteration 15Q: 3 clusters Score -1345604 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1345728.625000 Penalty: 904.140991
	Iteration 16Q: 3 clusters Score -1345729 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1345847.500000 Penalty: 904.140991
	Iteration 17Q: 3 clusters Score -1345848 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1345953.000000 Penalty: 904.140991
	Iteration 18Q: 3 clusters Score -1345953 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1346022.875000 Penalty: 904.140991
	Iteration 19Q: 3 clusters Score -1346023 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1346066.250000 Penalty: 904.140991
	Iteration 20F: 3 clusters Score -1346066 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1346103.625000 Penalty: 904.140991
	Iteration 21Q: 3 clusters Score -1346104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1346137.750000 Penalty: 904.140991
	Iteration 22Q: 3 clusters Score -1346138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1346174.750000 Penalty: 904.140991
	Iteration 23Q: 3 clusters Score -1346175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1346216.375000 Penalty: 904.140991
	Iteration 24Q: 3 clusters Score -1346216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1346247.750000 Penalty: 904.140991
	Iteration 25Q: 3 clusters Score -1346248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1346281.250000 Penalty: 904.140991
	Iteration 26Q: 3 clusters Score -1346281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1346325.000000 Penalty: 904.140991
	Iteration 27Q: 3 clusters Score -1346325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1346355.250000 Penalty: 904.140991
	Iteration 28Q: 3 clusters Score -1346355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1346371.125000 Penalty: 904.140991
	Iteration 29Q: 3 clusters Score -1346371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1346380.875000 Penalty: 904.140991
	Iteration 30Q: 3 clusters Score -1346381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1346387.500000 Penalty: 904.140991
	Iteration 31Q: 3 clusters Score -1346388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1346389.875000 Penalty: 904.140991
	Iteration 32Q: 3 clusters Score -1346390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1346397.000000 Penalty: 904.140991
	Iteration 33Q: 3 clusters Score -1346397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1346402.750000 Penalty: 904.140991
	Iteration 34Q: 3 clusters Score -1346403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1346404.500000 Penalty: 904.140991
	Iteration 35Q: 3 clusters Score -1346404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1346409.625000 Penalty: 904.140991
	Iteration 36Q: 3 clusters Score -1346410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1346412.750000 Penalty: 904.140991
	Iteration 37Q: 3 clusters Score -1346413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1346418.625000 Penalty: 904.140991
	Iteration 38Q: 3 clusters Score -1346419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1346420.250000 Penalty: 904.140991
	Iteration 39Q: 3 clusters Score -1346420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1346423.875000 Penalty: 904.140991
	Iteration 40F: 3 clusters Score -1346424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1346429.000000 Penalty: 904.140991
	Iteration 41Q: 3 clusters Score -1346429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1346433.375000 Penalty: 904.140991
	Iteration 42Q: 3 clusters Score -1346433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1346433.500000 Penalty: 904.140991
	Iteration 43Q: 3 clusters Score -1346434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1346434.125000 Penalty: 904.140991
	Iteration 44Q: 3 clusters Score -1346434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1346434.125000 Penalty: 904.140991
	Iteration 45F: 3 clusters Score -1346434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -1155820.750000 Penalty: 444.725006
	Iteration 0F: 2 clusters Score -1155821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1144105.625000 Penalty: 889.450012
	Iteration 0F: 3 clusters Score -1144106 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1148965.250000 Penalty: 889.450012
	Iteration 1F: 3 clusters Score -1148965 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1149321.500000 Penalty: 889.450012
	Iteration 2F: 3 clusters Score -1149322 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1149736.250000 Penalty: 889.450012
	Iteration 3F: 3 clusters Score -1149736 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1150385.875000 Penalty: 889.450012
	Iteration 4F: 3 clusters Score -1150386 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1151406.375000 Penalty: 889.450012
	Iteration 5F: 3 clusters Score -1151406 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1152706.000000 Penalty: 889.450012
	Iteration 6F: 3 clusters Score -1152706 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1153797.125000 Penalty: 889.450012
	Iteration 7F: 3 clusters Score -1153797 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1154482.625000 Penalty: 889.450012
	Iteration 8Q: 3 clusters Score -1154483 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1154841.750000 Penalty: 889.450012
	Iteration 9Q: 3 clusters Score -1154842 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1155100.625000 Penalty: 889.450012
	Iteration 10Q: 3 clusters Score -1155101 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1155355.250000 Penalty: 889.450012
	Iteration 11Q: 3 clusters Score -1155355 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1155477.000000 Penalty: 889.450012
	Iteration 12Q: 3 clusters Score -1155477 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1155551.750000 Penalty: 889.450012
	Iteration 13Q: 3 clusters Score -1155552 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1155604.750000 Penalty: 889.450012
	Iteration 14Q: 3 clusters Score -1155605 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1155633.375000 Penalty: 889.450012
	Iteration 15Q: 3 clusters Score -1155633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1155649.000000 Penalty: 889.450012
	Iteration 16Q: 3 clusters Score -1155649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1155665.375000 Penalty: 889.450012
	Iteration 17Q: 3 clusters Score -1155665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1155675.250000 Penalty: 889.450012
	Iteration 18Q: 3 clusters Score -1155675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1155685.625000 Penalty: 889.450012
	Iteration 19Q: 3 clusters Score -1155686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1155691.375000 Penalty: 889.450012
	Iteration 20F: 3 clusters Score -1155691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1155698.000000 Penalty: 889.450012
	Iteration 21Q: 3 clusters Score -1155698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1155698.375000 Penalty: 889.450012
	Iteration 22Q: 3 clusters Score -1155698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1155699.125000 Penalty: 889.450012
	Iteration 23Q: 3 clusters Score -1155699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1155703.125000 Penalty: 889.450012
	Iteration 24Q: 3 clusters Score -1155703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1155702.750000 Penalty: 889.450012
	Iteration 25Q: 3 clusters Score -1155703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1155707.625000 Penalty: 889.450012
	Iteration 26Q: 3 clusters Score -1155708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1155709.000000 Penalty: 889.450012
	Iteration 27Q: 3 clusters Score -1155709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1155708.875000 Penalty: 889.450012
	Iteration 28Q: 3 clusters Score -1155709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1155706.625000 Penalty: 889.450012
	Iteration 29Q: 3 clusters Score -1155707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1155708.750000 Penalty: 889.450012
	Iteration 30Q: 3 clusters Score -1155709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1155707.875000 Penalty: 889.450012
	Iteration 31Q: 3 clusters Score -1155708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1155709.125000 Penalty: 889.450012
	Iteration 32Q: 3 clusters Score -1155709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1155708.625000 Penalty: 889.450012
	Iteration 33Q: 3 clusters Score -1155709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1155710.000000 Penalty: 889.450012
	Iteration 34Q: 3 clusters Score -1155710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1155710.250000 Penalty: 889.450012
	Iteration 35Q: 3 clusters Score -1155710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1155710.250000 Penalty: 889.450012
	Iteration 36F: 3 clusters Score -1155710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Entering Unmasked Estep 
Score: -822133.375000 Penalty: 434.024353
	Iteration 0F: 2 clusters Score -822133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -812975.687500 Penalty: 868.048706
	Iteration 0F: 3 clusters Score -812975.7 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -817085.250000 Penalty: 868.048706
	Iteration 1F: 3 clusters Score -817085.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -817638.000000 Penalty: 868.048706
	Iteration 2F: 3 clusters Score -817638 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -818275.437500 Penalty: 868.048706
	Iteration 3F: 3 clusters Score -818275.4 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -818840.750000 Penalty: 868.048706
	Iteration 4F: 3 clusters Score -818840.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -819324.250000 Penalty: 868.048706
	Iteration 5F: 3 clusters Score -819324.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -819668.000000 Penalty: 868.048706
	Iteration 6Q: 3 clusters Score -819668 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -819891.875000 Penalty: 868.048706
	Iteration 7Q: 3 clusters Score -819891.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -820039.625000 Penalty: 868.048706
	Iteration 8Q: 3 clusters Score -820039.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -820134.000000 Penalty: 868.048706
	Iteration 9Q: 3 clusters Score -820134 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -820193.937500 Penalty: 868.048706
	Iteration 10Q: 3 clusters Score -820193.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -820232.812500 Penalty: 868.048706
	Iteration 11Q: 3 clusters Score -820232.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -820257.500000 Penalty: 868.048706
	Iteration 12Q: 3 clusters Score -820257.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -820272.750000 Penalty: 868.048706
	Iteration 13Q: 3 clusters Score -820272.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -820282.875000 Penalty: 868.048706
	Iteration 14Q: 3 clusters Score -820282.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -820297.250000 Penalty: 868.048706
	Iteration 15Q: 3 clusters Score -820297.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -820310.625000 Penalty: 868.048706
	Iteration 16Q: 3 clusters Score -820310.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -820316.125000 Penalty: 868.048706
	Iteration 17Q: 3 clusters Score -820316.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -820322.250000 Penalty: 868.048706
	Iteration 18Q: 3 clusters Score -820322.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -820326.500000 Penalty: 868.048706
	Iteration 19Q: 3 clusters Score -820326.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -820333.437500 Penalty: 868.048706
	Iteration 20F: 3 clusters Score -820333.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -820339.937500 Penalty: 868.048706
	Iteration 21Q: 3 clusters Score -820339.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -820345.812500 Penalty: 868.048706
	Iteration 22Q: 3 clusters Score -820345.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -820349.187500 Penalty: 868.048706
	Iteration 23Q: 3 clusters Score -820349.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -820357.187500 Penalty: 868.048706
	Iteration 24Q: 3 clusters Score -820357.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -820359.812500 Penalty: 868.048706
	Iteration 25Q: 3 clusters Score -820359.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -820367.125000 Penalty: 868.048706
	Iteration 26Q: 3 clusters Score -820367.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -820374.687500 Penalty: 868.048706
	Iteration 27Q: 3 clusters Score -820374.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -820378.875000 Penalty: 868.048706
	Iteration 28Q: 3 clusters Score -820378.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -820387.687500 Penalty: 868.048706
	Iteration 29Q: 3 clusters Score -820387.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -820394.062500 Penalty: 868.048706
	Iteration 30Q: 3 clusters Score -820394.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -820407.375000 Penalty: 868.048706
	Iteration 31Q: 3 clusters Score -820407.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -820421.125000 Penalty: 868.048706
	Iteration 32Q: 3 clusters Score -820421.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -820429.250000 Penalty: 868.048706
	Iteration 33Q: 3 clusters Score -820429.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -820436.562500 Penalty: 868.048706
	Iteration 34Q: 3 clusters Score -820436.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -820443.187500 Penalty: 868.048706
	Iteration 35Q: 3 clusters Score -820443.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -820450.187500 Penalty: 868.048706
	Iteration 36Q: 3 clusters Score -820450.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -820458.937500 Penalty: 868.048706
	Iteration 37Q: 3 clusters Score -820458.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -820465.562500 Penalty: 868.048706
	Iteration 38Q: 3 clusters Score -820465.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -820479.937500 Penalty: 868.048706
	Iteration 39Q: 3 clusters Score -820479.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -820486.625000 Penalty: 868.048706
	Iteration 40F: 3 clusters Score -820486.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -820498.250000 Penalty: 868.048706
	Iteration 41Q: 3 clusters Score -820498.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -820515.625000 Penalty: 868.048706
	Iteration 42Q: 3 clusters Score -820515.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -820533.625000 Penalty: 868.048706
	Iteration 43Q: 3 clusters Score -820533.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -820550.875000 Penalty: 868.048706
	Iteration 44Q: 3 clusters Score -820550.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -820573.187500 Penalty: 868.048706
	Iteration 45Q: 3 clusters Score -820573.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -820593.000000 Penalty: 868.048706
	Iteration 46Q: 3 clusters Score -820593 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -820615.250000 Penalty: 868.048706
	Iteration 47Q: 3 clusters Score -820615.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -820638.937500 Penalty: 868.048706
	Iteration 48Q: 3 clusters Score -820638.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -820662.125000 Penalty: 868.048706
	Iteration 49Q: 3 clusters Score -820662.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -820696.250000 Penalty: 868.048706
	Iteration 50Q: 3 clusters Score -820696.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -820749.750000 Penalty: 868.048706
	Iteration 51Q: 3 clusters Score -820749.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -820818.250000 Penalty: 868.048706
	Iteration 52Q: 3 clusters Score -820818.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -820894.312500 Penalty: 868.048706
	Iteration 53Q: 3 clusters Score -820894.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -820998.125000 Penalty: 868.048706
	Iteration 54Q: 3 clusters Score -820998.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -821105.625000 Penalty: 868.048706
	Iteration 55Q: 3 clusters Score -821105.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -821241.687500 Penalty: 868.048706
	Iteration 56Q: 3 clusters Score -821241.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -821362.125000 Penalty: 868.048706
	Iteration 57Q: 3 clusters Score -821362.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -821448.750000 Penalty: 868.048706
	Iteration 58Q: 3 clusters Score -821448.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -821533.250000 Penalty: 868.048706
	Iteration 59Q: 3 clusters Score -821533.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -821594.687500 Penalty: 868.048706
	Iteration 60F: 3 clusters Score -821594.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -821642.187500 Penalty: 868.048706
	Iteration 61Q: 3 clusters Score -821642.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -821680.687500 Penalty: 868.048706
	Iteration 62Q: 3 clusters Score -821680.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -821709.750000 Penalty: 868.048706
	Iteration 63Q: 3 clusters Score -821709.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -821737.375000 Penalty: 868.048706
	Iteration 64Q: 3 clusters Score -821737.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -821761.375000 Penalty: 868.048706
	Iteration 65Q: 3 clusters Score -821761.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -821779.687500 Penalty: 868.048706
	Iteration 66Q: 3 clusters Score -821779.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -821796.000000 Penalty: 868.048706
	Iteration 67Q: 3 clusters Score -821796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -821808.000000 Penalty: 868.048706
	Iteration 68Q: 3 clusters Score -821808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -821813.625000 Penalty: 868.048706
	Iteration 69Q: 3 clusters Score -821813.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -821821.187500 Penalty: 868.048706
	Iteration 70Q: 3 clusters Score -821821.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -821827.062500 Penalty: 868.048706
	Iteration 71Q: 3 clusters Score -821827.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -821831.875000 Penalty: 868.048706
	Iteration 72Q: 3 clusters Score -821831.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -821836.687500 Penalty: 868.048706
	Iteration 73Q: 3 clusters Score -821836.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -821842.812500 Penalty: 868.048706
	Iteration 74Q: 3 clusters Score -821842.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -821845.187500 Penalty: 868.048706
	Iteration 75Q: 3 clusters Score -821845.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -821850.125000 Penalty: 868.048706
	Iteration 76Q: 3 clusters Score -821850.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -821851.562500 Penalty: 868.048706
	Iteration 77Q: 3 clusters Score -821851.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -821853.812500 Penalty: 868.048706
	Iteration 78Q: 3 clusters Score -821853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -821855.562500 Penalty: 868.048706
	Iteration 79Q: 3 clusters Score -821855.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -821860.750000 Penalty: 868.048706
	Iteration 80F: 3 clusters Score -821860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -821864.000000 Penalty: 868.048706
	Iteration 81Q: 3 clusters Score -821864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -821866.500000 Penalty: 868.048706
	Iteration 82Q: 3 clusters Score -821866.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -821870.687500 Penalty: 868.048706
	Iteration 83Q: 3 clusters Score -821870.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -821874.937500 Penalty: 868.048706
	Iteration 84Q: 3 clusters Score -821874.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -821880.000000 Penalty: 868.048706
	Iteration 85Q: 3 clusters Score -821880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -821883.000000 Penalty: 868.048706
	Iteration 86Q: 3 clusters Score -821883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -821885.562500 Penalty: 868.048706
	Iteration 87Q: 3 clusters Score -821885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -821887.750000 Penalty: 868.048706
	Iteration 88Q: 3 clusters Score -821887.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -821890.562500 Penalty: 868.048706
	Iteration 89Q: 3 clusters Score -821890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -821890.750000 Penalty: 868.048706
	Iteration 90Q: 3 clusters Score -821890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -821895.062500 Penalty: 868.048706
	Iteration 91Q: 3 clusters Score -821895.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -821898.562500 Penalty: 868.048706
	Iteration 92Q: 3 clusters Score -821898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -821899.125000 Penalty: 868.048706
	Iteration 93Q: 3 clusters Score -821899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -821899.312500 Penalty: 868.048706
	Iteration 94Q: 3 clusters Score -821899.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -821901.062500 Penalty: 868.048706
	Iteration 95Q: 3 clusters Score -821901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -821902.000000 Penalty: 868.048706
	Iteration 96Q: 3 clusters Score -821902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -821902.187500 Penalty: 868.048706
	Iteration 97Q: 3 clusters Score -821902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -821903.312500 Penalty: 868.048706
	Iteration 98Q: 3 clusters Score -821903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -821903.125000 Penalty: 868.048706
	Iteration 99Q: 3 clusters Score -821903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -821903.562500 Penalty: 868.048706
	Iteration 100F: 3 clusters Score -821903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -821903.250000 Penalty: 868.048706
	Iteration 101Q: 3 clusters Score -821903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -821903.562500 Penalty: 868.048706
	Iteration 102Q: 3 clusters Score -821903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -821903.000000 Penalty: 868.048706
	Iteration 103Q: 3 clusters Score -821903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -821903.187500 Penalty: 868.048706
	Iteration 104Q: 3 clusters Score -821903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -821903.750000 Penalty: 868.048706
	Iteration 105Q: 3 clusters Score -821903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -821903.937500 Penalty: 868.048706
	Iteration 106Q: 3 clusters Score -821903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -821904.625000 Penalty: 868.048706
	Iteration 107Q: 3 clusters Score -821904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -821904.625000 Penalty: 868.048706
	Iteration 108F: 3 clusters Score -821904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Entering Unmasked Estep 
Score: -1974568.000000 Penalty: 469.454498
	Iteration 0F: 2 clusters Score -1974568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1954685.625000 Penalty: 938.908997
	Iteration 0F: 3 clusters Score -1954686 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1963852.125000 Penalty: 938.908997
	Iteration 1F: 3 clusters Score -1963852 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1964656.375000 Penalty: 938.908997
	Iteration 2F: 3 clusters Score -1964656 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1965838.500000 Penalty: 938.908997
	Iteration 3F: 3 clusters Score -1965838 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1967507.125000 Penalty: 938.908997
	Iteration 4F: 3 clusters Score -1967507 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -1969492.875000 Penalty: 938.908997
	Iteration 5F: 3 clusters Score -1969493 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1971109.250000 Penalty: 938.908997
	Iteration 6F: 3 clusters Score -1971109 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -1971911.750000 Penalty: 938.908997
	Iteration 7Q: 3 clusters Score -1971912 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -1972268.250000 Penalty: 938.908997
	Iteration 8Q: 3 clusters Score -1972268 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -1972509.000000 Penalty: 938.908997
	Iteration 9Q: 3 clusters Score -1972509 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -1972707.250000 Penalty: 938.908997
	Iteration 10Q: 3 clusters Score -1972707 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -1972857.875000 Penalty: 938.908997
	Iteration 11Q: 3 clusters Score -1972858 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -1972976.125000 Penalty: 938.908997
	Iteration 12Q: 3 clusters Score -1972976 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -1973076.125000 Penalty: 938.908997
	Iteration 13Q: 3 clusters Score -1973076 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -1973157.750000 Penalty: 938.908997
	Iteration 14Q: 3 clusters Score -1973158 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -1973250.875000 Penalty: 938.908997
	Iteration 15Q: 3 clusters Score -1973251 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1973327.125000 Penalty: 938.908997
	Iteration 16Q: 3 clusters Score -1973327 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -1973413.875000 Penalty: 938.908997
	Iteration 17Q: 3 clusters Score -1973414 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -1973489.125000 Penalty: 938.908997
	Iteration 18Q: 3 clusters Score -1973489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -1973554.375000 Penalty: 938.908997
	Iteration 19Q: 3 clusters Score -1973554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -1973589.750000 Penalty: 938.908997
	Iteration 20F: 3 clusters Score -1973590 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -1973629.000000 Penalty: 938.908997
	Iteration 21Q: 3 clusters Score -1973629 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -1973659.875000 Penalty: 938.908997
	Iteration 22Q: 3 clusters Score -1973660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -1973689.000000 Penalty: 938.908997
	Iteration 23Q: 3 clusters Score -1973689 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -1973718.375000 Penalty: 938.908997
	Iteration 24Q: 3 clusters Score -1973718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -1973736.750000 Penalty: 938.908997
	Iteration 25Q: 3 clusters Score -1973737 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -1973763.875000 Penalty: 938.908997
	Iteration 26Q: 3 clusters Score -1973764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -1973785.125000 Penalty: 938.908997
	Iteration 27Q: 3 clusters Score -1973785 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -1973804.250000 Penalty: 938.908997
	Iteration 28Q: 3 clusters Score -1973804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -1973821.875000 Penalty: 938.908997
	Iteration 29Q: 3 clusters Score -1973822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -1973834.250000 Penalty: 938.908997
	Iteration 30Q: 3 clusters Score -1973834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -1973862.375000 Penalty: 938.908997
	Iteration 31Q: 3 clusters Score -1973862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -1973876.125000 Penalty: 938.908997
	Iteration 32Q: 3 clusters Score -1973876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -1973887.750000 Penalty: 938.908997
	Iteration 33Q: 3 clusters Score -1973888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -1973904.375000 Penalty: 938.908997
	Iteration 34Q: 3 clusters Score -1973904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1973922.500000 Penalty: 938.908997
	Iteration 35Q: 3 clusters Score -1973922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -1973937.500000 Penalty: 938.908997
	Iteration 36Q: 3 clusters Score -1973938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -1973950.500000 Penalty: 938.908997
	Iteration 37Q: 3 clusters Score -1973950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -1973965.625000 Penalty: 938.908997
	Iteration 38Q: 3 clusters Score -1973966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -1973988.500000 Penalty: 938.908997
	Iteration 39Q: 3 clusters Score -1973988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -1974009.750000 Penalty: 938.908997
	Iteration 40F: 3 clusters Score -1974010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -1974013.625000 Penalty: 938.908997
	Iteration 41Q: 3 clusters Score -1974014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -1974023.875000 Penalty: 938.908997
	Iteration 42Q: 3 clusters Score -1974024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -1974023.375000 Penalty: 938.908997
	Iteration 43Q: 3 clusters Score -1974023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -1974042.375000 Penalty: 938.908997
	Iteration 44Q: 3 clusters Score -1974042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -1974058.875000 Penalty: 938.908997
	Iteration 45Q: 3 clusters Score -1974059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -1974066.750000 Penalty: 938.908997
	Iteration 46Q: 3 clusters Score -1974067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -1974073.875000 Penalty: 938.908997
	Iteration 47Q: 3 clusters Score -1974074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -1974077.125000 Penalty: 938.908997
	Iteration 48Q: 3 clusters Score -1974077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -1974078.625000 Penalty: 938.908997
	Iteration 49Q: 3 clusters Score -1974079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -1974084.125000 Penalty: 938.908997
	Iteration 50Q: 3 clusters Score -1974084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -1974085.000000 Penalty: 938.908997
	Iteration 51Q: 3 clusters Score -1974085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -1974094.375000 Penalty: 938.908997
	Iteration 52Q: 3 clusters Score -1974094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -1974096.500000 Penalty: 938.908997
	Iteration 53Q: 3 clusters Score -1974096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -1974104.500000 Penalty: 938.908997
	Iteration 54Q: 3 clusters Score -1974104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -1974108.750000 Penalty: 938.908997
	Iteration 55Q: 3 clusters Score -1974109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -1974114.250000 Penalty: 938.908997
	Iteration 56Q: 3 clusters Score -1974114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -1974116.875000 Penalty: 938.908997
	Iteration 57Q: 3 clusters Score -1974117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -1974122.500000 Penalty: 938.908997
	Iteration 58Q: 3 clusters Score -1974122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -1974130.000000 Penalty: 938.908997
	Iteration 59Q: 3 clusters Score -1974130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -1974130.250000 Penalty: 938.908997
	Iteration 60F: 3 clusters Score -1974130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1974130.625000 Penalty: 938.908997
	Iteration 61Q: 3 clusters Score -1974131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -1974133.500000 Penalty: 938.908997
	Iteration 62Q: 3 clusters Score -1974134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -1974135.250000 Penalty: 938.908997
	Iteration 63Q: 3 clusters Score -1974135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -1974136.625000 Penalty: 938.908997
	Iteration 64Q: 3 clusters Score -1974137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -1974147.625000 Penalty: 938.908997
	Iteration 65Q: 3 clusters Score -1974148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -1974151.625000 Penalty: 938.908997
	Iteration 66Q: 3 clusters Score -1974152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -1974154.500000 Penalty: 938.908997
	Iteration 67Q: 3 clusters Score -1974154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1974156.375000 Penalty: 938.908997
	Iteration 68Q: 3 clusters Score -1974156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -1974159.875000 Penalty: 938.908997
	Iteration 69Q: 3 clusters Score -1974160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1974160.500000 Penalty: 938.908997
	Iteration 70Q: 3 clusters Score -1974160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -1974164.250000 Penalty: 938.908997
	Iteration 71Q: 3 clusters Score -1974164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -1974168.500000 Penalty: 938.908997
	Iteration 72Q: 3 clusters Score -1974168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -1974169.125000 Penalty: 938.908997
	Iteration 73Q: 3 clusters Score -1974169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1974178.875000 Penalty: 938.908997
	Iteration 74Q: 3 clusters Score -1974179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -1974178.625000 Penalty: 938.908997
	Iteration 75Q: 3 clusters Score -1974179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -1974179.000000 Penalty: 938.908997
	Iteration 76Q: 3 clusters Score -1974179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -1974180.875000 Penalty: 938.908997
	Iteration 77Q: 3 clusters Score -1974181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -1974185.875000 Penalty: 938.908997
	Iteration 78Q: 3 clusters Score -1974186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1974188.625000 Penalty: 938.908997
	Iteration 79Q: 3 clusters Score -1974189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -1974191.375000 Penalty: 938.908997
	Iteration 80F: 3 clusters Score -1974191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -1974194.125000 Penalty: 938.908997
	Iteration 81Q: 3 clusters Score -1974194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -1974194.125000 Penalty: 938.908997
	Iteration 82Q: 3 clusters Score -1974194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -1974196.875000 Penalty: 938.908997
	Iteration 83Q: 3 clusters Score -1974197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -1974195.375000 Penalty: 938.908997
	Iteration 84Q: 3 clusters Score -1974195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -1974195.500000 Penalty: 938.908997
	Iteration 85Q: 3 clusters Score -1974196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -1974195.750000 Penalty: 938.908997
	Iteration 86Q: 3 clusters Score -1974196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -1974200.250000 Penalty: 938.908997
	Iteration 87Q: 3 clusters Score -1974200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -1974200.750000 Penalty: 938.908997
	Iteration 88Q: 3 clusters Score -1974201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -1974201.000000 Penalty: 938.908997
	Iteration 89Q: 3 clusters Score -1974201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -1974200.250000 Penalty: 938.908997
	Iteration 90Q: 3 clusters Score -1974200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -1974203.000000 Penalty: 938.908997
	Iteration 91Q: 3 clusters Score -1974203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -1974201.250000 Penalty: 938.908997
	Iteration 92Q: 3 clusters Score -1974201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -1974204.250000 Penalty: 938.908997
	Iteration 93Q: 3 clusters Score -1974204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -1974201.750000 Penalty: 938.908997
	Iteration 94Q: 3 clusters Score -1974202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -1974203.000000 Penalty: 938.908997
	Iteration 95Q: 3 clusters Score -1974203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -1974206.500000 Penalty: 938.908997
	Iteration 96Q: 3 clusters Score -1974206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -1974209.375000 Penalty: 938.908997
	Iteration 97Q: 3 clusters Score -1974209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -1974211.750000 Penalty: 938.908997
	Iteration 98Q: 3 clusters Score -1974212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -1974211.000000 Penalty: 938.908997
	Iteration 99Q: 3 clusters Score -1974211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -1974212.125000 Penalty: 938.908997
	Iteration 100F: 3 clusters Score -1974212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -1974214.125000 Penalty: 938.908997
	Iteration 101Q: 3 clusters Score -1974214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -1974215.625000 Penalty: 938.908997
	Iteration 102Q: 3 clusters Score -1974216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -1974215.625000 Penalty: 938.908997
	Iteration 103F: 3 clusters Score -1974216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -227691.328125 Penalty: 371.160370
	Iteration 0F: 2 clusters Score -227691.3 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 1751 members 
Entering Unmasked Estep 
Score: -225321.109375 Penalty: 742.320740
	Iteration 0F: 3 clusters Score -225321.1 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -226142.500000 Penalty: 742.320740
	Iteration 1F: 3 clusters Score -226142.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -226244.703125 Penalty: 742.320740
	Iteration 2F: 3 clusters Score -226244.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -226355.609375 Penalty: 742.320740
	Iteration 3F: 3 clusters Score -226355.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -226460.000000 Penalty: 742.320740
	Iteration 4F: 3 clusters Score -226460 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -226562.078125 Penalty: 742.320740
	Iteration 5F: 3 clusters Score -226562.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -226648.890625 Penalty: 742.320740
	Iteration 6Q: 3 clusters Score -226648.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -226730.125000 Penalty: 742.320740
	Iteration 7Q: 3 clusters Score -226730.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -226819.953125 Penalty: 742.320740
	Iteration 8Q: 3 clusters Score -226820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -226930.468750 Penalty: 742.320740
	Iteration 9Q: 3 clusters Score -226930.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -227047.328125 Penalty: 742.320740
	Iteration 10Q: 3 clusters Score -227047.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -227133.984375 Penalty: 742.320740
	Iteration 11Q: 3 clusters Score -227134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -227184.937500 Penalty: 742.320740
	Iteration 12Q: 3 clusters Score -227184.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -227225.375000 Penalty: 742.320740
	Iteration 13Q: 3 clusters Score -227225.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -227255.515625 Penalty: 742.320740
	Iteration 14Q: 3 clusters Score -227255.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -227268.578125 Penalty: 742.320740
	Iteration 15Q: 3 clusters Score -227268.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -227276.234375 Penalty: 742.320740
	Iteration 16Q: 3 clusters Score -227276.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -227281.015625 Penalty: 742.320740
	Iteration 17Q: 3 clusters Score -227281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -227287.953125 Penalty: 742.320740
	Iteration 18Q: 3 clusters Score -227288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -227289.953125 Penalty: 742.320740
	Iteration 19Q: 3 clusters Score -227290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -227291.781250 Penalty: 742.320740
	Iteration 20F: 3 clusters Score -227291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -227294.015625 Penalty: 742.320740
	Iteration 21Q: 3 clusters Score -227294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -227295.796875 Penalty: 742.320740
	Iteration 22Q: 3 clusters Score -227295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -227296.781250 Penalty: 742.320740
	Iteration 23Q: 3 clusters Score -227296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -227299.359375 Penalty: 742.320740
	Iteration 24Q: 3 clusters Score -227299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -227300.390625 Penalty: 742.320740
	Iteration 25Q: 3 clusters Score -227300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -227300.734375 Penalty: 742.320740
	Iteration 26Q: 3 clusters Score -227300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -227301.421875 Penalty: 742.320740
	Iteration 27Q: 3 clusters Score -227301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -227301.984375 Penalty: 742.320740
	Iteration 28Q: 3 clusters Score -227302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -227302.750000 Penalty: 742.320740
	Iteration 29Q: 3 clusters Score -227302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -227304.812500 Penalty: 742.320740
	Iteration 30Q: 3 clusters Score -227304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -227306.187500 Penalty: 742.320740
	Iteration 31Q: 3 clusters Score -227306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -227307.203125 Penalty: 742.320740
	Iteration 32Q: 3 clusters Score -227307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -227307.875000 Penalty: 742.320740
	Iteration 33Q: 3 clusters Score -227307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -227308.468750 Penalty: 742.320740
	Iteration 34Q: 3 clusters Score -227308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -227309.406250 Penalty: 742.320740
	Iteration 35Q: 3 clusters Score -227309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -227310.437500 Penalty: 742.320740
	Iteration 36Q: 3 clusters Score -227310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -227311.171875 Penalty: 742.320740
	Iteration 37Q: 3 clusters Score -227311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -227311.453125 Penalty: 742.320740
	Iteration 38Q: 3 clusters Score -227311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -227311.453125 Penalty: 742.320740
	Iteration 39F: 3 clusters Score -227311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -200637.734375 Penalty: 368.860138
	Iteration 0F: 2 clusters Score -200637.7 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 1650 members 
Entering Unmasked Estep 
Score: -198323.453125 Penalty: 737.720276
	Iteration 0F: 3 clusters Score -198323.5 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -199231.203125 Penalty: 737.720276
	Iteration 1F: 3 clusters Score -199231.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -199344.531250 Penalty: 737.720276
	Iteration 2F: 3 clusters Score -199344.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -199467.218750 Penalty: 737.720276
	Iteration 3F: 3 clusters Score -199467.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -199624.921875 Penalty: 737.720276
	Iteration 4F: 3 clusters Score -199624.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -199775.015625 Penalty: 737.720276
	Iteration 5F: 3 clusters Score -199775 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -199868.875000 Penalty: 737.720276
	Iteration 6Q: 3 clusters Score -199868.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -199917.234375 Penalty: 737.720276
	Iteration 7Q: 3 clusters Score -199917.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -199951.640625 Penalty: 737.720276
	Iteration 8Q: 3 clusters Score -199951.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -199985.562500 Penalty: 737.720276
	Iteration 9Q: 3 clusters Score -199985.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -200025.906250 Penalty: 737.720276
	Iteration 10Q: 3 clusters Score -200025.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -200056.171875 Penalty: 737.720276
	Iteration 11Q: 3 clusters Score -200056.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -200083.953125 Penalty: 737.720276
	Iteration 12Q: 3 clusters Score -200084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -200120.375000 Penalty: 737.720276
	Iteration 13Q: 3 clusters Score -200120.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -200157.125000 Penalty: 737.720276
	Iteration 14Q: 3 clusters Score -200157.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -200187.859375 Penalty: 737.720276
	Iteration 15Q: 3 clusters Score -200187.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -200213.406250 Penalty: 737.720276
	Iteration 16Q: 3 clusters Score -200213.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -200245.937500 Penalty: 737.720276
	Iteration 17Q: 3 clusters Score -200245.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -200270.000000 Penalty: 737.720276
	Iteration 18Q: 3 clusters Score -200270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -200302.187500 Penalty: 737.720276
	Iteration 19Q: 3 clusters Score -200302.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -200326.078125 Penalty: 737.720276
	Iteration 20F: 3 clusters Score -200326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -200349.015625 Penalty: 737.720276
	Iteration 21Q: 3 clusters Score -200349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -200374.703125 Penalty: 737.720276
	Iteration 22Q: 3 clusters Score -200374.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -200394.921875 Penalty: 737.720276
	Iteration 23Q: 3 clusters Score -200394.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -200409.531250 Penalty: 737.720276
	Iteration 24Q: 3 clusters Score -200409.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -200421.734375 Penalty: 737.720276
	Iteration 25Q: 3 clusters Score -200421.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -200429.656250 Penalty: 737.720276
	Iteration 26Q: 3 clusters Score -200429.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -200433.875000 Penalty: 737.720276
	Iteration 27Q: 3 clusters Score -200433.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -200437.593750 Penalty: 737.720276
	Iteration 28Q: 3 clusters Score -200437.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -200440.218750 Penalty: 737.720276
	Iteration 29Q: 3 clusters Score -200440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -200443.515625 Penalty: 737.720276
	Iteration 30Q: 3 clusters Score -200443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -200447.093750 Penalty: 737.720276
	Iteration 31Q: 3 clusters Score -200447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -200450.828125 Penalty: 737.720276
	Iteration 32Q: 3 clusters Score -200450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -200453.703125 Penalty: 737.720276
	Iteration 33Q: 3 clusters Score -200453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -200455.265625 Penalty: 737.720276
	Iteration 34Q: 3 clusters Score -200455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -200458.046875 Penalty: 737.720276
	Iteration 35Q: 3 clusters Score -200458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -200460.328125 Penalty: 737.720276
	Iteration 36Q: 3 clusters Score -200460.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -200461.750000 Penalty: 737.720276
	Iteration 37Q: 3 clusters Score -200461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -200463.765625 Penalty: 737.720276
	Iteration 38Q: 3 clusters Score -200463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -200465.218750 Penalty: 737.720276
	Iteration 39Q: 3 clusters Score -200465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -200467.687500 Penalty: 737.720276
	Iteration 40F: 3 clusters Score -200467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -200468.703125 Penalty: 737.720276
	Iteration 41Q: 3 clusters Score -200468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -200469.593750 Penalty: 737.720276
	Iteration 42Q: 3 clusters Score -200469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -200469.468750 Penalty: 737.720276
	Iteration 43Q: 3 clusters Score -200469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -200469.546875 Penalty: 737.720276
	Iteration 44Q: 3 clusters Score -200469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -200469.546875 Penalty: 737.720276
	Iteration 45F: 3 clusters Score -200469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Entering Unmasked Estep 
Score: -996622.437500 Penalty: 440.341766
	Iteration 0F: 2 clusters Score -996622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -986051.062500 Penalty: 880.683533
	Iteration 0F: 3 clusters Score -986051.1 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -990223.250000 Penalty: 880.683533
	Iteration 1F: 3 clusters Score -990223.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -990453.375000 Penalty: 880.683533
	Iteration 2Q: 3 clusters Score -990453.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -990702.937500 Penalty: 880.683533
	Iteration 3Q: 3 clusters Score -990702.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -990999.437500 Penalty: 880.683533
	Iteration 4Q: 3 clusters Score -990999.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -991375.812500 Penalty: 880.683533
	Iteration 5F: 3 clusters Score -991375.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -991866.625000 Penalty: 880.683533
	Iteration 6F: 3 clusters Score -991866.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -992579.125000 Penalty: 880.683533
	Iteration 7F: 3 clusters Score -992579.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -993471.812500 Penalty: 880.683533
	Iteration 8F: 3 clusters Score -993471.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -994352.812500 Penalty: 880.683533
	Iteration 9F: 3 clusters Score -994352.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -994986.875000 Penalty: 880.683533
	Iteration 10Q: 3 clusters Score -994986.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -995382.062500 Penalty: 880.683533
	Iteration 11Q: 3 clusters Score -995382.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -995620.437500 Penalty: 880.683533
	Iteration 12Q: 3 clusters Score -995620.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -995822.375000 Penalty: 880.683533
	Iteration 13Q: 3 clusters Score -995822.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -995977.625000 Penalty: 880.683533
	Iteration 14Q: 3 clusters Score -995977.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -996051.687500 Penalty: 880.683533
	Iteration 15Q: 3 clusters Score -996051.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -996104.062500 Penalty: 880.683533
	Iteration 16Q: 3 clusters Score -996104.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -996143.812500 Penalty: 880.683533
	Iteration 17Q: 3 clusters Score -996143.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -996187.062500 Penalty: 880.683533
	Iteration 18Q: 3 clusters Score -996187.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -996212.250000 Penalty: 880.683533
	Iteration 19Q: 3 clusters Score -996212.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -996222.500000 Penalty: 880.683533
	Iteration 20F: 3 clusters Score -996222.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -996226.562500 Penalty: 880.683533
	Iteration 21Q: 3 clusters Score -996226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -996231.562500 Penalty: 880.683533
	Iteration 22Q: 3 clusters Score -996231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -996239.250000 Penalty: 880.683533
	Iteration 23Q: 3 clusters Score -996239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -996243.000000 Penalty: 880.683533
	Iteration 24Q: 3 clusters Score -996243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -996244.875000 Penalty: 880.683533
	Iteration 25Q: 3 clusters Score -996244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -996247.125000 Penalty: 880.683533
	Iteration 26Q: 3 clusters Score -996247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -996247.937500 Penalty: 880.683533
	Iteration 27Q: 3 clusters Score -996247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -996249.187500 Penalty: 880.683533
	Iteration 28Q: 3 clusters Score -996249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -996248.875000 Penalty: 880.683533
	Iteration 29Q: 3 clusters Score -996248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -996248.875000 Penalty: 880.683533
	Iteration 30F: 3 clusters Score -996248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -286246.562500 Penalty: 381.829498
	Iteration 0F: 2 clusters Score -286246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -283140.937500 Penalty: 763.658997
	Iteration 0F: 3 clusters Score -283140.9 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -284279.781250 Penalty: 763.658997
	Iteration 1F: 3 clusters Score -284279.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -284360.312500 Penalty: 763.658997
	Iteration 2F: 3 clusters Score -284360.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -284479.343750 Penalty: 763.658997
	Iteration 3Q: 3 clusters Score -284479.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -284685.343750 Penalty: 763.658997
	Iteration 4F: 3 clusters Score -284685.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -284912.843750 Penalty: 763.658997
	Iteration 5F: 3 clusters Score -284912.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -285149.843750 Penalty: 763.658997
	Iteration 6F: 3 clusters Score -285149.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -285298.062500 Penalty: 763.658997
	Iteration 7Q: 3 clusters Score -285298.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -285371.156250 Penalty: 763.658997
	Iteration 8Q: 3 clusters Score -285371.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -285404.343750 Penalty: 763.658997
	Iteration 9Q: 3 clusters Score -285404.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -285426.781250 Penalty: 763.658997
	Iteration 10Q: 3 clusters Score -285426.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -285439.906250 Penalty: 763.658997
	Iteration 11Q: 3 clusters Score -285439.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -285448.218750 Penalty: 763.658997
	Iteration 12Q: 3 clusters Score -285448.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -285458.687500 Penalty: 763.658997
	Iteration 13Q: 3 clusters Score -285458.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -285468.406250 Penalty: 763.658997
	Iteration 14Q: 3 clusters Score -285468.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -285478.156250 Penalty: 763.658997
	Iteration 15Q: 3 clusters Score -285478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -285489.656250 Penalty: 763.658997
	Iteration 16Q: 3 clusters Score -285489.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -285501.875000 Penalty: 763.658997
	Iteration 17Q: 3 clusters Score -285501.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -285510.062500 Penalty: 763.658997
	Iteration 18Q: 3 clusters Score -285510.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -285519.218750 Penalty: 763.658997
	Iteration 19Q: 3 clusters Score -285519.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -285528.375000 Penalty: 763.658997
	Iteration 20F: 3 clusters Score -285528.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -285536.093750 Penalty: 763.658997
	Iteration 21Q: 3 clusters Score -285536.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -285542.093750 Penalty: 763.658997
	Iteration 22Q: 3 clusters Score -285542.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -285551.906250 Penalty: 763.658997
	Iteration 23Q: 3 clusters Score -285551.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -285564.281250 Penalty: 763.658997
	Iteration 24Q: 3 clusters Score -285564.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -285580.406250 Penalty: 763.658997
	Iteration 25Q: 3 clusters Score -285580.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -285590.468750 Penalty: 763.658997
	Iteration 26Q: 3 clusters Score -285590.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -285600.093750 Penalty: 763.658997
	Iteration 27Q: 3 clusters Score -285600.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -285606.656250 Penalty: 763.658997
	Iteration 28Q: 3 clusters Score -285606.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -285612.531250 Penalty: 763.658997
	Iteration 29Q: 3 clusters Score -285612.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -285618.500000 Penalty: 763.658997
	Iteration 30Q: 3 clusters Score -285618.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -285629.343750 Penalty: 763.658997
	Iteration 31Q: 3 clusters Score -285629.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -285645.937500 Penalty: 763.658997
	Iteration 32Q: 3 clusters Score -285645.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -285664.312500 Penalty: 763.658997
	Iteration 33Q: 3 clusters Score -285664.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -285680.812500 Penalty: 763.658997
	Iteration 34Q: 3 clusters Score -285680.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -285702.218750 Penalty: 763.658997
	Iteration 35Q: 3 clusters Score -285702.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -285724.656250 Penalty: 763.658997
	Iteration 36Q: 3 clusters Score -285724.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -285745.531250 Penalty: 763.658997
	Iteration 37Q: 3 clusters Score -285745.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -285756.968750 Penalty: 763.658997
	Iteration 38Q: 3 clusters Score -285757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -285774.250000 Penalty: 763.658997
	Iteration 39Q: 3 clusters Score -285774.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -285786.218750 Penalty: 763.658997
	Iteration 40F: 3 clusters Score -285786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -285792.875000 Penalty: 763.658997
	Iteration 41Q: 3 clusters Score -285792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -285797.281250 Penalty: 763.658997
	Iteration 42Q: 3 clusters Score -285797.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -285802.375000 Penalty: 763.658997
	Iteration 43Q: 3 clusters Score -285802.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -285811.843750 Penalty: 763.658997
	Iteration 44Q: 3 clusters Score -285811.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -285828.468750 Penalty: 763.658997
	Iteration 45Q: 3 clusters Score -285828.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -285844.593750 Penalty: 763.658997
	Iteration 46Q: 3 clusters Score -285844.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -285854.593750 Penalty: 763.658997
	Iteration 47Q: 3 clusters Score -285854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -285859.375000 Penalty: 763.658997
	Iteration 48Q: 3 clusters Score -285859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -285863.312500 Penalty: 763.658997
	Iteration 49Q: 3 clusters Score -285863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -285868.281250 Penalty: 763.658997
	Iteration 50Q: 3 clusters Score -285868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -285870.406250 Penalty: 763.658997
	Iteration 51Q: 3 clusters Score -285870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -285872.906250 Penalty: 763.658997
	Iteration 52Q: 3 clusters Score -285872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -285874.593750 Penalty: 763.658997
	Iteration 53Q: 3 clusters Score -285874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -285875.906250 Penalty: 763.658997
	Iteration 54Q: 3 clusters Score -285875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -285876.906250 Penalty: 763.658997
	Iteration 55Q: 3 clusters Score -285876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -285879.781250 Penalty: 763.658997
	Iteration 56Q: 3 clusters Score -285879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -285880.375000 Penalty: 763.658997
	Iteration 57Q: 3 clusters Score -285880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -285880.375000 Penalty: 763.658997
	Iteration 58F: 3 clusters Score -285880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -79097.031250 Penalty: 324.016998
	Iteration 0F: 2 clusters Score -79097.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -78147.406250 Penalty: 648.033997
	Iteration 0F: 3 clusters Score -78147.41 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -78383.734375 Penalty: 648.033997
	Iteration 1F: 3 clusters Score -78383.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78440.101562 Penalty: 648.033997
	Iteration 2F: 3 clusters Score -78440.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -78468.179688 Penalty: 648.033997
	Iteration 3F: 3 clusters Score -78468.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78490.734375 Penalty: 648.033997
	Iteration 4Q: 3 clusters Score -78490.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -78514.921875 Penalty: 648.033997
	Iteration 5Q: 3 clusters Score -78514.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -78543.710938 Penalty: 648.033997
	Iteration 6Q: 3 clusters Score -78543.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78578.898438 Penalty: 648.033997
	Iteration 7Q: 3 clusters Score -78578.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78608.867188 Penalty: 648.033997
	Iteration 8Q: 3 clusters Score -78608.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78637.843750 Penalty: 648.033997
	Iteration 9Q: 3 clusters Score -78637.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78659.070312 Penalty: 648.033997
	Iteration 10Q: 3 clusters Score -78659.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78674.140625 Penalty: 648.033997
	Iteration 11Q: 3 clusters Score -78674.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78682.859375 Penalty: 648.033997
	Iteration 12Q: 3 clusters Score -78682.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78690.656250 Penalty: 648.033997
	Iteration 13Q: 3 clusters Score -78690.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78702.523438 Penalty: 648.033997
	Iteration 14Q: 3 clusters Score -78702.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78718.562500 Penalty: 648.033997
	Iteration 15Q: 3 clusters Score -78718.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78736.593750 Penalty: 648.033997
	Iteration 16Q: 3 clusters Score -78736.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78754.531250 Penalty: 648.033997
	Iteration 17Q: 3 clusters Score -78754.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78773.468750 Penalty: 648.033997
	Iteration 18Q: 3 clusters Score -78773.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78791.195312 Penalty: 648.033997
	Iteration 19Q: 3 clusters Score -78791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78795.601562 Penalty: 648.033997
	Iteration 20F: 3 clusters Score -78795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78801.796875 Penalty: 648.033997
	Iteration 21Q: 3 clusters Score -78801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78806.757812 Penalty: 648.033997
	Iteration 22Q: 3 clusters Score -78806.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78809.679688 Penalty: 648.033997
	Iteration 23Q: 3 clusters Score -78809.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78813.257812 Penalty: 648.033997
	Iteration 24Q: 3 clusters Score -78813.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78817.664062 Penalty: 648.033997
	Iteration 25Q: 3 clusters Score -78817.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78826.945312 Penalty: 648.033997
	Iteration 26Q: 3 clusters Score -78826.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78835.437500 Penalty: 648.033997
	Iteration 27Q: 3 clusters Score -78835.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78839.312500 Penalty: 648.033997
	Iteration 28Q: 3 clusters Score -78839.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -78840.742188 Penalty: 648.033997
	Iteration 29Q: 3 clusters Score -78840.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78842.281250 Penalty: 648.033997
	Iteration 30Q: 3 clusters Score -78842.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78845.023438 Penalty: 648.033997
	Iteration 31Q: 3 clusters Score -78845.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78846.812500 Penalty: 648.033997
	Iteration 32Q: 3 clusters Score -78846.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78847.492188 Penalty: 648.033997
	Iteration 33Q: 3 clusters Score -78847.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78848.500000 Penalty: 648.033997
	Iteration 34Q: 3 clusters Score -78848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78849.632812 Penalty: 648.033997
	Iteration 35Q: 3 clusters Score -78849.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78850.382812 Penalty: 648.033997
	Iteration 36Q: 3 clusters Score -78850.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78850.476562 Penalty: 648.033997
	Iteration 37Q: 3 clusters Score -78850.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78850.664062 Penalty: 648.033997
	Iteration 38Q: 3 clusters Score -78850.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78850.664062 Penalty: 648.033997
	Iteration 39F: 3 clusters Score -78850.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Entering Unmasked Estep 
Score: -885834.062500 Penalty: 432.475159
	Iteration 0F: 2 clusters Score -885834.1 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 6635 members 
Entering Unmasked Estep 
Score: -876852.812500 Penalty: 864.950317
	Iteration 0F: 3 clusters Score -876852.8 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -880637.125000 Penalty: 864.950317
	Iteration 1F: 3 clusters Score -880637.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -881109.250000 Penalty: 864.950317
	Iteration 2F: 3 clusters Score -881109.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -881807.250000 Penalty: 864.950317
	Iteration 3F: 3 clusters Score -881807.2 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -882678.812500 Penalty: 864.950317
	Iteration 4F: 3 clusters Score -882678.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -883373.000000 Penalty: 864.950317
	Iteration 5F: 3 clusters Score -883373 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -883736.937500 Penalty: 864.950317
	Iteration 6Q: 3 clusters Score -883736.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -883922.750000 Penalty: 864.950317
	Iteration 7Q: 3 clusters Score -883922.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -884035.312500 Penalty: 864.950317
	Iteration 8Q: 3 clusters Score -884035.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -884136.000000 Penalty: 864.950317
	Iteration 9Q: 3 clusters Score -884136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -884217.375000 Penalty: 864.950317
	Iteration 10Q: 3 clusters Score -884217.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -884306.937500 Penalty: 864.950317
	Iteration 11Q: 3 clusters Score -884306.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -884406.187500 Penalty: 864.950317
	Iteration 12Q: 3 clusters Score -884406.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -884504.812500 Penalty: 864.950317
	Iteration 13Q: 3 clusters Score -884504.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -884600.375000 Penalty: 864.950317
	Iteration 14Q: 3 clusters Score -884600.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -884683.250000 Penalty: 864.950317
	Iteration 15Q: 3 clusters Score -884683.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -884763.062500 Penalty: 864.950317
	Iteration 16Q: 3 clusters Score -884763.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -884838.562500 Penalty: 864.950317
	Iteration 17Q: 3 clusters Score -884838.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -884926.625000 Penalty: 864.950317
	Iteration 18Q: 3 clusters Score -884926.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -885014.875000 Penalty: 864.950317
	Iteration 19Q: 3 clusters Score -885014.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -885093.250000 Penalty: 864.950317
	Iteration 20F: 3 clusters Score -885093.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -885154.937500 Penalty: 864.950317
	Iteration 21Q: 3 clusters Score -885154.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -885208.187500 Penalty: 864.950317
	Iteration 22Q: 3 clusters Score -885208.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -885248.562500 Penalty: 864.950317
	Iteration 23Q: 3 clusters Score -885248.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -885280.437500 Penalty: 864.950317
	Iteration 24Q: 3 clusters Score -885280.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -885306.312500 Penalty: 864.950317
	Iteration 25Q: 3 clusters Score -885306.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -885332.625000 Penalty: 864.950317
	Iteration 26Q: 3 clusters Score -885332.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -885355.187500 Penalty: 864.950317
	Iteration 27Q: 3 clusters Score -885355.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -885378.062500 Penalty: 864.950317
	Iteration 28Q: 3 clusters Score -885378.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -885402.437500 Penalty: 864.950317
	Iteration 29Q: 3 clusters Score -885402.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -885417.375000 Penalty: 864.950317
	Iteration 30Q: 3 clusters Score -885417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -885431.187500 Penalty: 864.950317
	Iteration 31Q: 3 clusters Score -885431.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -885441.812500 Penalty: 864.950317
	Iteration 32Q: 3 clusters Score -885441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -885446.750000 Penalty: 864.950317
	Iteration 33Q: 3 clusters Score -885446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -885448.687500 Penalty: 864.950317
	Iteration 34Q: 3 clusters Score -885448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -885450.625000 Penalty: 864.950317
	Iteration 35Q: 3 clusters Score -885450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -885451.250000 Penalty: 864.950317
	Iteration 36Q: 3 clusters Score -885451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -885452.562500 Penalty: 864.950317
	Iteration 37Q: 3 clusters Score -885452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -885453.875000 Penalty: 864.950317
	Iteration 38Q: 3 clusters Score -885453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -885455.687500 Penalty: 864.950317
	Iteration 39Q: 3 clusters Score -885455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -885457.625000 Penalty: 864.950317
	Iteration 40F: 3 clusters Score -885457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -885458.437500 Penalty: 864.950317
	Iteration 41Q: 3 clusters Score -885458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -885459.250000 Penalty: 864.950317
	Iteration 42Q: 3 clusters Score -885459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -885459.250000 Penalty: 864.950317
	Iteration 43F: 3 clusters Score -885459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Entering Unmasked Estep 
Score: -1062583.125000 Penalty: 440.665619
	Iteration 0F: 2 clusters Score -1062583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1051828.500000 Penalty: 881.331238
	Iteration 0F: 3 clusters Score -1051828 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1056395.000000 Penalty: 881.331238
	Iteration 1F: 3 clusters Score -1056395 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1056899.375000 Penalty: 881.331238
	Iteration 2F: 3 clusters Score -1056899 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1057750.000000 Penalty: 881.331238
	Iteration 3F: 3 clusters Score -1057750 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1059152.125000 Penalty: 881.331238
	Iteration 4F: 3 clusters Score -1059152 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1060757.625000 Penalty: 881.331238
	Iteration 5F: 3 clusters Score -1060758 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1061735.750000 Penalty: 881.331238
	Iteration 6F: 3 clusters Score -1061736 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1062071.375000 Penalty: 881.331238
	Iteration 7Q: 3 clusters Score -1062071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1062149.125000 Penalty: 881.331238
	Iteration 8Q: 3 clusters Score -1062149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1062165.500000 Penalty: 881.331238
	Iteration 9Q: 3 clusters Score -1062166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1062177.125000 Penalty: 881.331238
	Iteration 10Q: 3 clusters Score -1062177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1062183.750000 Penalty: 881.331238
	Iteration 11Q: 3 clusters Score -1062184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1062183.750000 Penalty: 881.331238
	Iteration 12F: 3 clusters Score -1062184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Entering Unmasked Estep 
Score: -5557285.500000 Penalty: 518.717957
	Iteration 0F: 2 clusters Score -5557286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5505118.000000 Penalty: 1037.435913
	Iteration 0F: 3 clusters Score -5505118 nChanged 43568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5532892.000000 Penalty: 1037.435913
	Iteration 1F: 3 clusters Score -5532892 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5536125.000000 Penalty: 1037.435913
	Iteration 2F: 3 clusters Score -5536125 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5541037.500000 Penalty: 1037.435913
	Iteration 3F: 3 clusters Score -5541038 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5546855.500000 Penalty: 1037.435913
	Iteration 4F: 3 clusters Score -5546856 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5551606.000000 Penalty: 1037.435913
	Iteration 5F: 3 clusters Score -5551606 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5554469.000000 Penalty: 1037.435913
	Iteration 6Q: 3 clusters Score -5554469 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5556036.000000 Penalty: 1037.435913
	Iteration 7Q: 3 clusters Score -5556036 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5556800.500000 Penalty: 1037.435913
	Iteration 8Q: 3 clusters Score -5556800 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -5557055.500000 Penalty: 1037.435913
	Iteration 9Q: 3 clusters Score -5557056 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5556907.500000 Penalty: 1037.435913
	Iteration 10Q: 3 clusters Score -5556908 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5556744.000000 Penalty: 1037.435913
	Iteration 11Q: 3 clusters Score -5556744 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5556776.500000 Penalty: 1037.435913
	Iteration 12Q: 3 clusters Score -5556776 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5556883.000000 Penalty: 1037.435913
	Iteration 13Q: 3 clusters Score -5556883 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5556885.000000 Penalty: 1037.435913
	Iteration 14Q: 3 clusters Score -5556885 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5556802.500000 Penalty: 1037.435913
	Iteration 15Q: 3 clusters Score -5556802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5556810.000000 Penalty: 1037.435913
	Iteration 16Q: 3 clusters Score -5556810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5556834.500000 Penalty: 1037.435913
	Iteration 17Q: 3 clusters Score -5556834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5556878.500000 Penalty: 1037.435913
	Iteration 18Q: 3 clusters Score -5556878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5556860.500000 Penalty: 1037.435913
	Iteration 19Q: 3 clusters Score -5556860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5556875.000000 Penalty: 1037.435913
	Iteration 20F: 3 clusters Score -5556875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5556898.000000 Penalty: 1037.435913
	Iteration 21Q: 3 clusters Score -5556898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5556912.500000 Penalty: 1037.435913
	Iteration 22Q: 3 clusters Score -5556912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5556898.500000 Penalty: 1037.435913
	Iteration 23Q: 3 clusters Score -5556898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5556892.000000 Penalty: 1037.435913
	Iteration 24Q: 3 clusters Score -5556892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5556902.000000 Penalty: 1037.435913
	Iteration 25Q: 3 clusters Score -5556902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5556915.500000 Penalty: 1037.435913
	Iteration 26Q: 3 clusters Score -5556916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5556916.000000 Penalty: 1037.435913
	Iteration 27Q: 3 clusters Score -5556916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5556908.500000 Penalty: 1037.435913
	Iteration 28Q: 3 clusters Score -5556908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5556912.000000 Penalty: 1037.435913
	Iteration 29Q: 3 clusters Score -5556912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5556910.000000 Penalty: 1037.435913
	Iteration 30Q: 3 clusters Score -5556910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5556925.500000 Penalty: 1037.435913
	Iteration 31Q: 3 clusters Score -5556926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5556921.000000 Penalty: 1037.435913
	Iteration 32Q: 3 clusters Score -5556921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5556919.500000 Penalty: 1037.435913
	Iteration 33Q: 3 clusters Score -5556920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5556919.500000 Penalty: 1037.435913
	Iteration 34F: 3 clusters Score -5556920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Entering Unmasked Estep 
Score: -2752364.750000 Penalty: 484.504211
	Iteration 0F: 2 clusters Score -2752365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2724634.500000 Penalty: 969.008423
	Iteration 0F: 3 clusters Score -2724634 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2737131.000000 Penalty: 969.008423
	Iteration 1F: 3 clusters Score -2737131 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2738323.500000 Penalty: 969.008423
	Iteration 2F: 3 clusters Score -2738324 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2740198.250000 Penalty: 969.008423
	Iteration 3F: 3 clusters Score -2740198 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2742646.000000 Penalty: 969.008423
	Iteration 4F: 3 clusters Score -2742646 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2744988.000000 Penalty: 969.008423
	Iteration 5F: 3 clusters Score -2744988 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2746102.750000 Penalty: 969.008423
	Iteration 6F: 3 clusters Score -2746103 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2746623.250000 Penalty: 969.008423
	Iteration 7Q: 3 clusters Score -2746623 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2747021.500000 Penalty: 969.008423
	Iteration 8Q: 3 clusters Score -2747022 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2747429.500000 Penalty: 969.008423
	Iteration 9Q: 3 clusters Score -2747430 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2747818.750000 Penalty: 969.008423
	Iteration 10Q: 3 clusters Score -2747819 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2748182.000000 Penalty: 969.008423
	Iteration 11Q: 3 clusters Score -2748182 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2748526.000000 Penalty: 969.008423
	Iteration 12Q: 3 clusters Score -2748526 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2748808.750000 Penalty: 969.008423
	Iteration 13Q: 3 clusters Score -2748809 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2749010.250000 Penalty: 969.008423
	Iteration 14Q: 3 clusters Score -2749010 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2749174.250000 Penalty: 969.008423
	Iteration 15Q: 3 clusters Score -2749174 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2749271.000000 Penalty: 969.008423
	Iteration 16Q: 3 clusters Score -2749271 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2749344.250000 Penalty: 969.008423
	Iteration 17Q: 3 clusters Score -2749344 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2749394.250000 Penalty: 969.008423
	Iteration 18Q: 3 clusters Score -2749394 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2749428.000000 Penalty: 969.008423
	Iteration 19Q: 3 clusters Score -2749428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2749453.750000 Penalty: 969.008423
	Iteration 20F: 3 clusters Score -2749454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2749472.500000 Penalty: 969.008423
	Iteration 21Q: 3 clusters Score -2749472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2749496.000000 Penalty: 969.008423
	Iteration 22Q: 3 clusters Score -2749496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2749527.750000 Penalty: 969.008423
	Iteration 23Q: 3 clusters Score -2749528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2749541.000000 Penalty: 969.008423
	Iteration 24Q: 3 clusters Score -2749541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2749547.500000 Penalty: 969.008423
	Iteration 25Q: 3 clusters Score -2749548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2749558.250000 Penalty: 969.008423
	Iteration 26Q: 3 clusters Score -2749558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2749568.000000 Penalty: 969.008423
	Iteration 27Q: 3 clusters Score -2749568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2749581.250000 Penalty: 969.008423
	Iteration 28Q: 3 clusters Score -2749581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2749571.000000 Penalty: 969.008423
	Iteration 29Q: 3 clusters Score -2749571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2749569.250000 Penalty: 969.008423
	Iteration 30Q: 3 clusters Score -2749569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2749567.500000 Penalty: 969.008423
	Iteration 31Q: 3 clusters Score -2749568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2749570.000000 Penalty: 969.008423
	Iteration 32Q: 3 clusters Score -2749570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2749579.500000 Penalty: 969.008423
	Iteration 33Q: 3 clusters Score -2749580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2749590.250000 Penalty: 969.008423
	Iteration 34Q: 3 clusters Score -2749590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2749594.750000 Penalty: 969.008423
	Iteration 35Q: 3 clusters Score -2749595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2749604.000000 Penalty: 969.008423
	Iteration 36Q: 3 clusters Score -2749604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2749602.750000 Penalty: 969.008423
	Iteration 37Q: 3 clusters Score -2749603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2749610.250000 Penalty: 969.008423
	Iteration 38Q: 3 clusters Score -2749610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2749621.000000 Penalty: 969.008423
	Iteration 39Q: 3 clusters Score -2749621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2749620.750000 Penalty: 969.008423
	Iteration 40F: 3 clusters Score -2749621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2749620.500000 Penalty: 969.008423
	Iteration 41Q: 3 clusters Score -2749620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2749625.000000 Penalty: 969.008423
	Iteration 42Q: 3 clusters Score -2749625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2749622.250000 Penalty: 969.008423
	Iteration 43Q: 3 clusters Score -2749622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2749619.000000 Penalty: 969.008423
	Iteration 44Q: 3 clusters Score -2749619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2749617.000000 Penalty: 969.008423
	Iteration 45Q: 3 clusters Score -2749617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2749616.500000 Penalty: 969.008423
	Iteration 46Q: 3 clusters Score -2749616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2749619.750000 Penalty: 969.008423
	Iteration 47Q: 3 clusters Score -2749620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2749626.250000 Penalty: 969.008423
	Iteration 48Q: 3 clusters Score -2749626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2749629.000000 Penalty: 969.008423
	Iteration 49Q: 3 clusters Score -2749629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2749633.250000 Penalty: 969.008423
	Iteration 50Q: 3 clusters Score -2749633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2749632.250000 Penalty: 969.008423
	Iteration 51Q: 3 clusters Score -2749632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2749632.250000 Penalty: 969.008423
	Iteration 52Q: 3 clusters Score -2749632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2749633.750000 Penalty: 969.008423
	Iteration 53Q: 3 clusters Score -2749634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2749635.500000 Penalty: 969.008423
	Iteration 54Q: 3 clusters Score -2749636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2749640.000000 Penalty: 969.008423
	Iteration 55Q: 3 clusters Score -2749640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2749639.250000 Penalty: 969.008423
	Iteration 56Q: 3 clusters Score -2749639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2749639.250000 Penalty: 969.008423
	Iteration 57F: 3 clusters Score -2749639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -105693.929688 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -105693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -104485.179688 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -104485.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104845.421875 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -104845.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -104934.875000 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -104934.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -105011.398438 Penalty: 672.112427
	Iteration 3F: 3 clusters Score -105011.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -105074.804688 Penalty: 672.112427
	Iteration 4F: 3 clusters Score -105074.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -105128.890625 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -105128.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -105189.523438 Penalty: 672.112427
	Iteration 6Q: 3 clusters Score -105189.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -105249.742188 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -105249.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -105284.515625 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -105284.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -105315.570312 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -105315.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -105344.054688 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -105344.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -105365.281250 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -105365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -105374.531250 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -105374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -105384.382812 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -105384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -105389.945312 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -105389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -105391.351562 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -105391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -105391.992188 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -105392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -105391.992188 Penalty: 672.112427
	Iteration 17F: 3 clusters Score -105392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (63357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Entering Unmasked Estep 
Score: -4066429.000000 Penalty: 503.072601
	Iteration 0F: 2 clusters Score -4066429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4023997.000000 Penalty: 1006.145203
	Iteration 0F: 3 clusters Score -4023997 nChanged 30837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -4042753.750000 Penalty: 1006.145203
	Iteration 1F: 3 clusters Score -4042754 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4044976.500000 Penalty: 1006.145203
	Iteration 2F: 3 clusters Score -4044976 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -4049341.250000 Penalty: 1006.145203
	Iteration 3F: 3 clusters Score -4049341 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -4055611.500000 Penalty: 1006.145203
	Iteration 4F: 3 clusters Score -4055612 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -4061438.500000 Penalty: 1006.145203
	Iteration 5F: 3 clusters Score -4061438 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -4064343.750000 Penalty: 1006.145203
	Iteration 6Q: 3 clusters Score -4064344 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -4065449.500000 Penalty: 1006.145203
	Iteration 7Q: 3 clusters Score -4065450 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -4065769.750000 Penalty: 1006.145203
	Iteration 8Q: 3 clusters Score -4065770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -4065911.000000 Penalty: 1006.145203
	Iteration 9Q: 3 clusters Score -4065911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -4065952.250000 Penalty: 1006.145203
	Iteration 10Q: 3 clusters Score -4065952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -4065974.000000 Penalty: 1006.145203
	Iteration 11Q: 3 clusters Score -4065974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -4065981.750000 Penalty: 1006.145203
	Iteration 12Q: 3 clusters Score -4065982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -4065986.750000 Penalty: 1006.145203
	Iteration 13Q: 3 clusters Score -4065987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -4065998.000000 Penalty: 1006.145203
	Iteration 14Q: 3 clusters Score -4065998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -4066005.500000 Penalty: 1006.145203
	Iteration 15Q: 3 clusters Score -4066006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -4066014.250000 Penalty: 1006.145203
	Iteration 16Q: 3 clusters Score -4066014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -4066015.500000 Penalty: 1006.145203
	Iteration 17Q: 3 clusters Score -4066016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -4066015.500000 Penalty: 1006.145203
	Iteration 18F: 3 clusters Score -4066016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -57691.054688 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -57691.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -56961.878906 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -56961.88 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57152.968750 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -57152.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57194.550781 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -57194.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57221.902344 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -57221.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57235.171875 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -57235.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57243.851562 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -57243.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -57249.136719 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -57249.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57254.820312 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -57254.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57259.117188 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -57259.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -57264.953125 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -57264.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57269.734375 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -57269.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57273.488281 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -57273.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -57277.136719 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -57277.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -57281.003906 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -57281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57285.148438 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -57285.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -57289.480469 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -57289.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -57291.953125 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -57291.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -57292.687500 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -57292.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57294.074219 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -57294.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -57295.105469 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -57295.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -57295.554688 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -57295.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57295.925781 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -57295.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -57296.472656 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -57296.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57296.921875 Penalty: 615.092224
	Iteration 23Q: 3 clusters Score -57296.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57296.921875 Penalty: 615.092224
	Iteration 24F: 3 clusters Score -57296.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 42784 members 
Mstep: Class 7 contains 44023 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 13277 members 
Mstep: Class 11 contains 83288 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 80762 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59736 members 
Mstep: Class 17 contains 13639 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20653 members 
Mstep: Class 20 contains 17574 members 
Mstep: Class 21 contains 13891 members 
Mstep: Class 22 contains 30263 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15960 members 
Mstep: Class 26 contains 4411 members 
Mstep: Class 27 contains 1238 members 
Mstep: Class 28 contains 13426 members 
Mstep: Class 29 contains 16074 members 
Mstep: Class 30 contains 89357 members 
Mstep: Class 31 contains 42127 members 
Mstep: Class 32 contains 1613 members 
Mstep: Class 33 contains 63357 members 
Mstep: Class 34 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242004.000000 Penalty: 20813.578125
Iteration 479Q: 35 clusters Score -4.2242e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 42787 members 
Mstep: Class 7 contains 44027 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 83281 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 80771 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59753 members 
Mstep: Class 17 contains 13637 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20650 members 
Mstep: Class 20 contains 17574 members 
Mstep: Class 21 contains 13894 members 
Mstep: Class 22 contains 30268 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15971 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 1232 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 16066 members 
Mstep: Class 30 contains 89358 members 
Mstep: Class 31 contains 42132 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 63335 members 
Mstep: Class 34 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242012.000000 Penalty: 20813.578125
Iteration 480F: 35 clusters Score -4.224201e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 42788 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 83273 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 80788 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20648 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 13897 members 
Mstep: Class 22 contains 30270 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 15981 members 
Mstep: Class 26 contains 4411 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 13401 members 
Mstep: Class 29 contains 16057 members 
Mstep: Class 30 contains 89360 members 
Mstep: Class 31 contains 42125 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 63316 members 
Mstep: Class 34 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241992.000000 Penalty: 20813.578125
Iteration 481Q: 35 clusters Score -4.224199e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 42787 members 
Mstep: Class 7 contains 44031 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 83264 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 80792 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59787 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20648 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 13900 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 3316 members 
Mstep: Class 25 contains 15998 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 1209 members 
Mstep: Class 28 contains 13392 members 
Mstep: Class 29 contains 16048 members 
Mstep: Class 30 contains 89364 members 
Mstep: Class 31 contains 42129 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 63294 members 
Mstep: Class 34 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242024.000000 Penalty: 20813.578125
Iteration 482Q: 35 clusters Score -4.224202e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 42787 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 13286 members 
Mstep: Class 11 contains 83246 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 80798 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59804 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20646 members 
Mstep: Class 20 contains 17597 members 
Mstep: Class 21 contains 13904 members 
Mstep: Class 22 contains 30276 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 13387 members 
Mstep: Class 29 contains 16040 members 
Mstep: Class 30 contains 89364 members 
Mstep: Class 31 contains 42137 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 63280 members 
Mstep: Class 34 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242124.000000 Penalty: 20813.578125
Iteration 483Q: 35 clusters Score -4.224212e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 42785 members 
Mstep: Class 7 contains 44032 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 13292 members 
Mstep: Class 11 contains 83231 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 80811 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59809 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20643 members 
Mstep: Class 20 contains 17606 members 
Mstep: Class 21 contains 13904 members 
Mstep: Class 22 contains 30275 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3319 members 
Mstep: Class 25 contains 16033 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 13377 members 
Mstep: Class 29 contains 16032 members 
Mstep: Class 30 contains 89362 members 
Mstep: Class 31 contains 42137 members 
Mstep: Class 32 contains 1656 members 
Mstep: Class 33 contains 63268 members 
Mstep: Class 34 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242152.000000 Penalty: 20813.578125
Iteration 484Q: 35 clusters Score -4.224215e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 42783 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 13291 members 
Mstep: Class 11 contains 83194 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 80814 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59834 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20639 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 13904 members 
Mstep: Class 22 contains 30273 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 16067 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 1181 members 
Mstep: Class 28 contains 13371 members 
Mstep: Class 29 contains 16024 members 
Mstep: Class 30 contains 89370 members 
Mstep: Class 31 contains 42128 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 63258 members 
Mstep: Class 34 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242148.000000 Penalty: 20813.578125
Iteration 485Q: 35 clusters Score -4.224215e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 42782 members 
Mstep: Class 7 contains 44028 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 13292 members 
Mstep: Class 11 contains 83159 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 80815 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59862 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20636 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 13901 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 13365 members 
Mstep: Class 29 contains 16019 members 
Mstep: Class 30 contains 89368 members 
Mstep: Class 31 contains 42115 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 63248 members 
Mstep: Class 34 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242152.000000 Penalty: 20813.578125
Iteration 486Q: 35 clusters Score -4.224215e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 42777 members 
Mstep: Class 7 contains 44016 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 13292 members 
Mstep: Class 11 contains 83140 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 80813 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59892 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20632 members 
Mstep: Class 20 contains 17658 members 
Mstep: Class 21 contains 13903 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16129 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 1178 members 
Mstep: Class 28 contains 13358 members 
Mstep: Class 29 contains 16018 members 
Mstep: Class 30 contains 89358 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 1656 members 
Mstep: Class 33 contains 63250 members 
Mstep: Class 34 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242164.000000 Penalty: 20813.578125
Iteration 487Q: 35 clusters Score -4.224216e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 42776 members 
Mstep: Class 7 contains 44008 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 13291 members 
Mstep: Class 11 contains 83122 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 80808 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59929 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20627 members 
Mstep: Class 20 contains 17673 members 
Mstep: Class 21 contains 13900 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 3495 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16149 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 1176 members 
Mstep: Class 28 contains 13353 members 
Mstep: Class 29 contains 16015 members 
Mstep: Class 30 contains 89345 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 1656 members 
Mstep: Class 33 contains 63244 members 
Mstep: Class 34 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242192.000000 Penalty: 20813.578125
Iteration 488Q: 35 clusters Score -4.224219e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 42777 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 83109 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 80818 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59958 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20621 members 
Mstep: Class 20 contains 17690 members 
Mstep: Class 21 contains 13896 members 
Mstep: Class 22 contains 30273 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 16162 members 
Mstep: Class 26 contains 4413 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 13349 members 
Mstep: Class 29 contains 16003 members 
Mstep: Class 30 contains 89340 members 
Mstep: Class 31 contains 42094 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 63225 members 
Mstep: Class 34 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242204.000000 Penalty: 20813.578125
Iteration 489Q: 35 clusters Score -4.22422e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 42774 members 
Mstep: Class 7 contains 44000 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 83083 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 80837 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 59993 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20618 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 13893 members 
Mstep: Class 22 contains 30274 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 16186 members 
Mstep: Class 26 contains 4417 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 13346 members 
Mstep: Class 29 contains 15994 members 
Mstep: Class 30 contains 89331 members 
Mstep: Class 31 contains 42092 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 63204 members 
Mstep: Class 34 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242164.000000 Penalty: 20813.578125
Iteration 490Q: 35 clusters Score -4.224216e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 42772 members 
Mstep: Class 7 contains 43995 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 13289 members 
Mstep: Class 11 contains 83050 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 80845 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60032 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 20617 members 
Mstep: Class 20 contains 17711 members 
Mstep: Class 21 contains 13893 members 
Mstep: Class 22 contains 30274 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 16215 members 
Mstep: Class 26 contains 4418 members 
Mstep: Class 27 contains 1170 members 
Mstep: Class 28 contains 13343 members 
Mstep: Class 29 contains 15983 members 
Mstep: Class 30 contains 89333 members 
Mstep: Class 31 contains 42085 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 63185 members 
Mstep: Class 34 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242136.000000 Penalty: 20813.578125
Iteration 491Q: 35 clusters Score -4.224214e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 42770 members 
Mstep: Class 7 contains 43990 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 13288 members 
Mstep: Class 11 contains 83022 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3311 members 
Mstep: Class 14 contains 80843 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60075 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 20616 members 
Mstep: Class 20 contains 17726 members 
Mstep: Class 21 contains 13896 members 
Mstep: Class 22 contains 30274 members 
Mstep: Class 23 contains 3498 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 16245 members 
Mstep: Class 26 contains 4418 members 
Mstep: Class 27 contains 1169 members 
Mstep: Class 28 contains 13338 members 
Mstep: Class 29 contains 15965 members 
Mstep: Class 30 contains 89335 members 
Mstep: Class 31 contains 42074 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 63174 members 
Mstep: Class 34 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242152.000000 Penalty: 20813.578125
Iteration 492Q: 35 clusters Score -4.224215e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 42770 members 
Mstep: Class 7 contains 43986 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 13286 members 
Mstep: Class 11 contains 82989 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 14 contains 80837 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60108 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 20611 members 
Mstep: Class 20 contains 17734 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 30275 members 
Mstep: Class 23 contains 3499 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16282 members 
Mstep: Class 26 contains 4412 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 13331 members 
Mstep: Class 29 contains 15952 members 
Mstep: Class 30 contains 89339 members 
Mstep: Class 31 contains 42069 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 63164 members 
Mstep: Class 34 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242216.000000 Penalty: 20813.578125
Iteration 493Q: 35 clusters Score -4.224222e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 42769 members 
Mstep: Class 7 contains 43979 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3118 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 82961 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 80829 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60139 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 20610 members 
Mstep: Class 20 contains 17743 members 
Mstep: Class 21 contains 13912 members 
Mstep: Class 22 contains 30275 members 
Mstep: Class 23 contains 3499 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16306 members 
Mstep: Class 26 contains 4412 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 13327 members 
Mstep: Class 29 contains 15943 members 
Mstep: Class 30 contains 89346 members 
Mstep: Class 31 contains 42057 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 63151 members 
Mstep: Class 34 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242176.000000 Penalty: 20813.578125
Iteration 494Q: 35 clusters Score -4.224218e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 42770 members 
Mstep: Class 7 contains 43972 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 82924 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 80828 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60170 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 20610 members 
Mstep: Class 20 contains 17756 members 
Mstep: Class 21 contains 13921 members 
Mstep: Class 22 contains 30274 members 
Mstep: Class 23 contains 3501 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16339 members 
Mstep: Class 26 contains 4413 members 
Mstep: Class 27 contains 1162 members 
Mstep: Class 28 contains 13322 members 
Mstep: Class 29 contains 15935 members 
Mstep: Class 30 contains 89347 members 
Mstep: Class 31 contains 42045 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 63141 members 
Mstep: Class 34 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242252.000000 Penalty: 20813.578125
Iteration 495Q: 35 clusters Score -4.224225e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 42771 members 
Mstep: Class 7 contains 43963 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 3118 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 82897 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 80818 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60201 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 20611 members 
Mstep: Class 20 contains 17755 members 
Mstep: Class 21 contains 13927 members 
Mstep: Class 22 contains 30273 members 
Mstep: Class 23 contains 3505 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 16375 members 
Mstep: Class 26 contains 4415 members 
Mstep: Class 27 contains 1159 members 
Mstep: Class 28 contains 13320 members 
Mstep: Class 29 contains 15923 members 
Mstep: Class 30 contains 89356 members 
Mstep: Class 31 contains 42039 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 63129 members 
Mstep: Class 34 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242220.000000 Penalty: 20813.578125
Iteration 496Q: 35 clusters Score -4.224222e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 42771 members 
Mstep: Class 7 contains 43963 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 82878 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 80812 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60228 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 20608 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 13930 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 3507 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 16413 members 
Mstep: Class 26 contains 4418 members 
Mstep: Class 27 contains 1155 members 
Mstep: Class 28 contains 13317 members 
Mstep: Class 29 contains 15921 members 
Mstep: Class 30 contains 89354 members 
Mstep: Class 31 contains 42034 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 63103 members 
Mstep: Class 34 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242256.000000 Penalty: 20813.578125
Iteration 497Q: 35 clusters Score -4.224226e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 43962 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 3122 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 82858 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 80807 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60252 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 20605 members 
Mstep: Class 20 contains 17763 members 
Mstep: Class 21 contains 13937 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 3511 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 16449 members 
Mstep: Class 26 contains 4420 members 
Mstep: Class 27 contains 1148 members 
Mstep: Class 28 contains 13315 members 
Mstep: Class 29 contains 15915 members 
Mstep: Class 30 contains 89363 members 
Mstep: Class 31 contains 42025 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 63081 members 
Mstep: Class 34 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242124.000000 Penalty: 20813.578125
Iteration 498Q: 35 clusters Score -4.224212e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 43961 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 3122 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 82820 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 80802 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60275 members 
Mstep: Class 17 contains 13601 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 20603 members 
Mstep: Class 20 contains 17760 members 
Mstep: Class 21 contains 13944 members 
Mstep: Class 22 contains 30272 members 
Mstep: Class 23 contains 3513 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 16490 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 13314 members 
Mstep: Class 29 contains 15912 members 
Mstep: Class 30 contains 89369 members 
Mstep: Class 31 contains 42018 members 
Mstep: Class 32 contains 1683 members 
Mstep: Class 33 contains 63062 members 
Mstep: Class 34 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242076.000000 Penalty: 20813.578125
Iteration 499Q: 35 clusters Score -4.224208e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 42767 members 
Mstep: Class 7 contains 43960 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 82794 members 
Mstep: Class 12 contains 72 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 80787 members 
Mstep: Class 15 contains 102 members 
Mstep: Class 16 contains 60297 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 20601 members 
Mstep: Class 20 contains 17756 members 
Mstep: Class 21 contains 13952 members 
Mstep: Class 22 contains 30273 members 
Mstep: Class 23 contains 3513 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 16527 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 13311 members 
Mstep: Class 29 contains 15908 members 
Mstep: Class 30 contains 89382 members 
Mstep: Class 31 contains 42017 members 
Mstep: Class 32 contains 1686 members 
Mstep: Class 33 contains 63050 members 
Mstep: Class 34 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242092.000000 Penalty: 20813.578125
Iteration 500F: 35 clusters Score -4.224209e+07 nChanged 184
Maximum iterations exceeded
21->35 Clusters: Score -42242092.000000, best is -42240760.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 696731 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 33299 members 
Mstep: Class 3 contains 33274 members 
Mstep: Class 4 contains 32813 members 
Mstep: Class 5 contains 33398 members 
Mstep: Class 6 contains 33165 members 
Mstep: Class 7 contains 32905 members 
Mstep: Class 8 contains 32884 members 
Mstep: Class 9 contains 33380 members 
Mstep: Class 10 contains 33107 members 
Mstep: Class 11 contains 33169 members 
Mstep: Class 12 contains 33237 members 
Mstep: Class 13 contains 33214 members 
Mstep: Class 14 contains 33456 members 
Mstep: Class 15 contains 33247 members 
Mstep: Class 16 contains 33314 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 33385 members 
Mstep: Class 19 contains 33498 members 
Mstep: Class 20 contains 33114 members 
Mstep: Class 21 contains 32974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 115.545868 but Gain 612.164062
Score: -39580104.000000 Penalty: 12243.281250
Iteration 0F: 21 clusters Score -3.95801e+07 nChanged 663173
Entering Unmasked Mstep 
Mstep: Class 0 contains 443 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 33595 members 
Mstep: Class 7 contains 30320 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 30988 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 71440 members 
Mstep: Class 16 contains 409859 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 19179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40862228.000000 Penalty: 12243.281250
Iteration 1F: 21 clusters Score -4.086223e+07 nChanged 201202
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 2669 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 28992 members 
Mstep: Class 7 contains 47504 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 32854 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 117555 members 
Mstep: Class 16 contains 374418 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 8975 members 
Mstep: Class 19 contains 5991 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 19778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41164244.000000 Penalty: 12243.281250
Iteration 2F: 21 clusters Score -4.116424e+07 nChanged 154454
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 2447 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 1253 members 
Mstep: Class 6 contains 25000 members 
Mstep: Class 7 contains 67556 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 3913 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 45989 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 145541 members 
Mstep: Class 16 contains 319258 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 8189 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 22932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 607.061707 but Gain 612.164062
Score: -41373648.000000 Penalty: 11631.117188
Iteration 3F: 20 clusters Score -4.137365e+07 nChanged 141529
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 4227 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 23641 members 
Mstep: Class 7 contains 85271 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 65315 members 
Mstep: Class 14 contains 1157 members 
Mstep: Class 15 contains 141450 members 
Mstep: Class 16 contains 289662 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 21 contains 23816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41437548.000000 Penalty: 11631.117188
Iteration 4F: 20 clusters Score -4.143755e+07 nChanged 120380
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 26895 members 
Mstep: Class 7 contains 106198 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 92430 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 135218 members 
Mstep: Class 16 contains 236502 members 
Mstep: Class 17 contains 2457 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 22832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41616116.000000 Penalty: 11631.117188
Iteration 5F: 20 clusters Score -4.161612e+07 nChanged 111972
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 27713 members 
Mstep: Class 7 contains 123899 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 115083 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 115529 members 
Mstep: Class 16 contains 202480 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 21 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41734032.000000 Penalty: 11631.117188
Iteration 6F: 20 clusters Score -4.173403e+07 nChanged 92448
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2578 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 136952 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 5567 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 111974 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 107679 members 
Mstep: Class 16 contains 178010 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 30009 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 21 contains 21534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 592.598511 but Gain 612.164062
Score: -41824700.000000 Penalty: 11018.953125
Iteration 7F: 19 clusters Score -4.18247e+07 nChanged 79440
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 144695 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 1579 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 105407 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 101120 members 
Mstep: Class 16 contains 158257 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 42966 members 
Mstep: Class 21 contains 23709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 510.262878 but Gain 612.164062
Score: -41861744.000000 Penalty: 10406.789062
Iteration 8F: 18 clusters Score -4.186174e+07 nChanged 68133
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 6 contains 30250 members 
Mstep: Class 7 contains 148463 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 1878 members 
Mstep: Class 12 contains 101328 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 96688 members 
Mstep: Class 16 contains 131954 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 21 contains 26883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41896880.000000 Penalty: 10406.789062
Iteration 9F: 18 clusters Score -4.189688e+07 nChanged 60179
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 33207 members 
Mstep: Class 7 contains 147409 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 7000 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 96646 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 93960 members 
Mstep: Class 16 contains 106250 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 64479 members 
Mstep: Class 21 contains 29835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 584.487366 but Gain 612.164062
Score: -41942148.000000 Penalty: 9794.625000
Iteration 10F: 17 clusters Score -4.194215e+07 nChanged 51007
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 119044 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 6 contains 35381 members 
Mstep: Class 7 contains 147601 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 1867 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 90587 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 15 contains 90706 members 
Mstep: Class 16 contains 90941 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 68963 members 
Mstep: Class 21 contains 32004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41956524.000000 Penalty: 9794.625000
Iteration 11F: 17 clusters Score -4.195652e+07 nChanged 37274
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 124358 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 6 contains 38196 members 
Mstep: Class 7 contains 148460 members 
Mstep: Class 8 contains 1412 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 87776 members 
Mstep: Class 14 contains 1167 members 
Mstep: Class 15 contains 87979 members 
Mstep: Class 16 contains 82400 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 70941 members 
Mstep: Class 21 contains 34423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41969516.000000 Penalty: 9794.625000
Iteration 12F: 17 clusters Score -4.196952e+07 nChanged 27360
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 6 contains 41887 members 
Mstep: Class 7 contains 147608 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 8747 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 87880 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 85966 members 
Mstep: Class 16 contains 77180 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 72121 members 
Mstep: Class 21 contains 37725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41987188.000000 Penalty: 9794.625000
Iteration 13Q: 17 clusters Score -4.198719e+07 nChanged 23673
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 6 contains 46791 members 
Mstep: Class 7 contains 145911 members 
Mstep: Class 8 contains 1634 members 
Mstep: Class 9 contains 2184 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 87537 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 84530 members 
Mstep: Class 16 contains 73795 members 
Mstep: Class 17 contains 3271 members 
Mstep: Class 18 contains 73027 members 
Mstep: Class 21 contains 41608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42001412.000000 Penalty: 9794.625000
Iteration 14Q: 17 clusters Score -4.200141e+07 nChanged 22932
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 3 contains 1213 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 6 contains 52867 members 
Mstep: Class 7 contains 143909 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 10337 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 87001 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 83241 members 
Mstep: Class 16 contains 70343 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 74109 members 
Mstep: Class 21 contains 45795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42015728.000000 Penalty: 9794.625000
Iteration 15Q: 17 clusters Score -4.201573e+07 nChanged 23509
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 109077 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 6 contains 59966 members 
Mstep: Class 7 contains 140567 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 86150 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 82100 members 
Mstep: Class 16 contains 66926 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 75348 members 
Mstep: Class 21 contains 50427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42031736.000000 Penalty: 9794.625000
Iteration 16Q: 17 clusters Score -4.203174e+07 nChanged 24884
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 6 contains 68219 members 
Mstep: Class 7 contains 135707 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 11920 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 84960 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 80984 members 
Mstep: Class 16 contains 63989 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 76618 members 
Mstep: Class 21 contains 55404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 566.783447 but Gain 612.164062
Score: -42049668.000000 Penalty: 9182.460938
Iteration 17Q: 16 clusters Score -4.204967e+07 nChanged 25604
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 6 contains 77222 members 
Mstep: Class 7 contains 129490 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 12 contains 83662 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 15 contains 79715 members 
Mstep: Class 16 contains 62293 members 
Mstep: Class 17 contains 3340 members 
Mstep: Class 18 contains 77632 members 
Mstep: Class 21 contains 60589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42063992.000000 Penalty: 9182.460938
Iteration 18Q: 16 clusters Score -4.206399e+07 nChanged 24910
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 6 contains 86641 members 
Mstep: Class 7 contains 123030 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 12 contains 82129 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 78330 members 
Mstep: Class 16 contains 61787 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 77823 members 
Mstep: Class 21 contains 65455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073956.000000 Penalty: 9182.460938
Iteration 19Q: 16 clusters Score -4.207396e+07 nChanged 26171
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 6 contains 95072 members 
Mstep: Class 7 contains 117654 members 
Mstep: Class 8 contains 1649 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 13918 members 
Mstep: Class 12 contains 80911 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 76713 members 
Mstep: Class 16 contains 61814 members 
Mstep: Class 17 contains 3313 members 
Mstep: Class 18 contains 77296 members 
Mstep: Class 21 contains 70110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42080004.000000 Penalty: 9182.460938
Iteration 20F: 16 clusters Score -4.208e+07 nChanged 24615
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 4056 members 
Mstep: Class 6 contains 100407 members 
Mstep: Class 7 contains 112583 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 12 contains 80080 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 75010 members 
Mstep: Class 16 contains 61980 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 18 contains 76761 members 
Mstep: Class 21 contains 75076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42085844.000000 Penalty: 9182.460938
Iteration 21Q: 16 clusters Score -4.208584e+07 nChanged 22113
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 3 contains 843 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 6 contains 101679 members 
Mstep: Class 7 contains 108233 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 12 contains 79397 members 
Mstep: Class 14 contains 3642 members 
Mstep: Class 15 contains 73318 members 
Mstep: Class 16 contains 62246 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 76444 members 
Mstep: Class 21 contains 80467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42091420.000000 Penalty: 9182.460938
Iteration 22Q: 16 clusters Score -4.209142e+07 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 6 contains 100644 members 
Mstep: Class 7 contains 103798 members 
Mstep: Class 8 contains 1509 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 15634 members 
Mstep: Class 12 contains 78890 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 71722 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 3255 members 
Mstep: Class 18 contains 76177 members 
Mstep: Class 21 contains 86417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42097912.000000 Penalty: 9182.460938
Iteration 23Q: 16 clusters Score -4.209791e+07 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 6 contains 98573 members 
Mstep: Class 7 contains 99543 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 12 contains 78112 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 70217 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 75941 members 
Mstep: Class 21 contains 92843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42104756.000000 Penalty: 9182.460938
Iteration 24Q: 16 clusters Score -4.210476e+07 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 6 contains 96183 members 
Mstep: Class 7 contains 96239 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 16820 members 
Mstep: Class 12 contains 77079 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 68762 members 
Mstep: Class 16 contains 63158 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 75650 members 
Mstep: Class 21 contains 99156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42110324.000000 Penalty: 9182.460938
Iteration 25Q: 16 clusters Score -4.211032e+07 nChanged 17909
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 6 contains 93995 members 
Mstep: Class 7 contains 93630 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 12 contains 76054 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 67373 members 
Mstep: Class 16 contains 63439 members 
Mstep: Class 17 contains 3259 members 
Mstep: Class 18 contains 75295 members 
Mstep: Class 21 contains 105189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115300.000000 Penalty: 9182.460938
Iteration 26Q: 16 clusters Score -4.21153e+07 nChanged 16973
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 6 contains 92264 members 
Mstep: Class 7 contains 91804 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 18056 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 66035 members 
Mstep: Class 16 contains 63762 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 18 contains 74868 members 
Mstep: Class 21 contains 110257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116956.000000 Penalty: 9182.460938
Iteration 27Q: 16 clusters Score -4.211696e+07 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 6 contains 90999 members 
Mstep: Class 7 contains 90765 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 18774 members 
Mstep: Class 12 contains 73842 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 64804 members 
Mstep: Class 16 contains 64133 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 74402 members 
Mstep: Class 21 contains 114352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118924.000000 Penalty: 9182.460938
Iteration 28Q: 16 clusters Score -4.211892e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 6 contains 90207 members 
Mstep: Class 7 contains 90448 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 19440 members 
Mstep: Class 12 contains 72706 members 
Mstep: Class 14 contains 5149 members 
Mstep: Class 15 contains 63586 members 
Mstep: Class 16 contains 64529 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 73966 members 
Mstep: Class 21 contains 117353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120392.000000 Penalty: 9182.460938
Iteration 29Q: 16 clusters Score -4.212039e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 6 contains 89713 members 
Mstep: Class 7 contains 90501 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 20111 members 
Mstep: Class 12 contains 71718 members 
Mstep: Class 14 contains 5240 members 
Mstep: Class 15 contains 62416 members 
Mstep: Class 16 contains 64943 members 
Mstep: Class 17 contains 3619 members 
Mstep: Class 18 contains 73567 members 
Mstep: Class 21 contains 119534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121240.000000 Penalty: 9182.460938
Iteration 30Q: 16 clusters Score -4.212124e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 3 contains 733 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 6 contains 89598 members 
Mstep: Class 7 contains 90657 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 20831 members 
Mstep: Class 12 contains 70814 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 61309 members 
Mstep: Class 16 contains 65311 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 73207 members 
Mstep: Class 21 contains 121125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121484.000000 Penalty: 9182.460938
Iteration 31Q: 16 clusters Score -4.212148e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 6 contains 89850 members 
Mstep: Class 7 contains 90784 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 21561 members 
Mstep: Class 12 contains 69952 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 15 contains 60227 members 
Mstep: Class 16 contains 65678 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 72949 members 
Mstep: Class 21 contains 122100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121048.000000 Penalty: 9182.460938
Iteration 32Q: 16 clusters Score -4.212105e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 6 contains 90271 members 
Mstep: Class 7 contains 90945 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 22338 members 
Mstep: Class 12 contains 69043 members 
Mstep: Class 14 contains 5493 members 
Mstep: Class 15 contains 59171 members 
Mstep: Class 16 contains 66033 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 72726 members 
Mstep: Class 21 contains 122707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120904.000000 Penalty: 9182.460938
Iteration 33Q: 16 clusters Score -4.21209e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 3 contains 733 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 6 contains 90778 members 
Mstep: Class 7 contains 91140 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 23141 members 
Mstep: Class 12 contains 68036 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 58132 members 
Mstep: Class 16 contains 66346 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 72566 members 
Mstep: Class 21 contains 123072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120264.000000 Penalty: 9182.460938
Iteration 34Q: 16 clusters Score -4.212026e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 3 contains 733 members 
Mstep: Class 4 contains 4348 members 
Mstep: Class 6 contains 91405 members 
Mstep: Class 7 contains 91228 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 24018 members 
Mstep: Class 12 contains 66909 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 57123 members 
Mstep: Class 16 contains 66681 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 72458 members 
Mstep: Class 21 contains 123178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119888.000000 Penalty: 9182.460938
Iteration 35Q: 16 clusters Score -4.211989e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 6 contains 92127 members 
Mstep: Class 7 contains 91362 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 12 contains 65883 members 
Mstep: Class 14 contains 5683 members 
Mstep: Class 15 contains 56141 members 
Mstep: Class 16 contains 66997 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 72391 members 
Mstep: Class 21 contains 123077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119656.000000 Penalty: 9182.460938
Iteration 36Q: 16 clusters Score -4.211966e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 6 contains 92894 members 
Mstep: Class 7 contains 91427 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 2988 members 
Mstep: Class 10 contains 25798 members 
Mstep: Class 12 contains 64964 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 55114 members 
Mstep: Class 16 contains 67262 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 72318 members 
Mstep: Class 21 contains 122904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119268.000000 Penalty: 9182.460938
Iteration 37Q: 16 clusters Score -4.211927e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 6 contains 93655 members 
Mstep: Class 7 contains 91477 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 26757 members 
Mstep: Class 12 contains 64147 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 54046 members 
Mstep: Class 16 contains 67517 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 18 contains 72283 members 
Mstep: Class 21 contains 122535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119424.000000 Penalty: 9182.460938
Iteration 38Q: 16 clusters Score -4.211942e+07 nChanged 7507
Entering ConstructFrom: 
Score: -42119424.000000 Penalty: 9182.460938
Entering ConstructFrom: 
Trying to split cluster 1 (84427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Entering Unmasked Estep 
Score: -5295386.000000 Penalty: 516.135742
	Iteration 0F: 2 clusters Score -5295386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5248862.500000 Penalty: 1032.271484
	Iteration 0F: 3 clusters Score -5248862 nChanged 41042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5275734.500000 Penalty: 1032.271484
	Iteration 1F: 3 clusters Score -5275734 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -5278797.500000 Penalty: 1032.271484
	Iteration 2F: 3 clusters Score -5278798 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -5283101.000000 Penalty: 1032.271484
	Iteration 3F: 3 clusters Score -5283101 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -5288271.000000 Penalty: 1032.271484
	Iteration 4F: 3 clusters Score -5288271 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -5292654.500000 Penalty: 1032.271484
	Iteration 5F: 3 clusters Score -5292654 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -5294886.500000 Penalty: 1032.271484
	Iteration 6F: 3 clusters Score -5294886 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -5295777.000000 Penalty: 1032.271484
	Iteration 7Q: 3 clusters Score -5295777 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -5296298.500000 Penalty: 1032.271484
	Iteration 8Q: 3 clusters Score -5296298 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -5296755.500000 Penalty: 1032.271484
	Iteration 9Q: 3 clusters Score -5296756 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -5297151.500000 Penalty: 1032.271484
	Iteration 10Q: 3 clusters Score -5297152 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -5297411.500000 Penalty: 1032.271484
	Iteration 11Q: 3 clusters Score -5297412 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -5297601.000000 Penalty: 1032.271484
	Iteration 12Q: 3 clusters Score -5297601 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -5297797.500000 Penalty: 1032.271484
	Iteration 13Q: 3 clusters Score -5297798 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -5297963.500000 Penalty: 1032.271484
	Iteration 14Q: 3 clusters Score -5297964 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -5298100.500000 Penalty: 1032.271484
	Iteration 15Q: 3 clusters Score -5298100 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -5298178.000000 Penalty: 1032.271484
	Iteration 16Q: 3 clusters Score -5298178 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -5298269.000000 Penalty: 1032.271484
	Iteration 17Q: 3 clusters Score -5298269 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -5298379.000000 Penalty: 1032.271484
	Iteration 18Q: 3 clusters Score -5298379 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -5298406.000000 Penalty: 1032.271484
	Iteration 19Q: 3 clusters Score -5298406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -5298540.500000 Penalty: 1032.271484
	Iteration 20F: 3 clusters Score -5298540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -5298606.500000 Penalty: 1032.271484
	Iteration 21Q: 3 clusters Score -5298606 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -5298624.000000 Penalty: 1032.271484
	Iteration 22Q: 3 clusters Score -5298624 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -5298667.000000 Penalty: 1032.271484
	Iteration 23Q: 3 clusters Score -5298667 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -5298719.500000 Penalty: 1032.271484
	Iteration 24Q: 3 clusters Score -5298720 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -5298742.000000 Penalty: 1032.271484
	Iteration 25Q: 3 clusters Score -5298742 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -5298773.500000 Penalty: 1032.271484
	Iteration 26Q: 3 clusters Score -5298774 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -5298802.000000 Penalty: 1032.271484
	Iteration 27Q: 3 clusters Score -5298802 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -5298833.000000 Penalty: 1032.271484
	Iteration 28Q: 3 clusters Score -5298833 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -5298839.500000 Penalty: 1032.271484
	Iteration 29Q: 3 clusters Score -5298840 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -5298893.000000 Penalty: 1032.271484
	Iteration 30Q: 3 clusters Score -5298893 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -5298933.000000 Penalty: 1032.271484
	Iteration 31Q: 3 clusters Score -5298933 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -5298960.500000 Penalty: 1032.271484
	Iteration 32Q: 3 clusters Score -5298960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -5298991.000000 Penalty: 1032.271484
	Iteration 33Q: 3 clusters Score -5298991 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -5299046.000000 Penalty: 1032.271484
	Iteration 34Q: 3 clusters Score -5299046 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -5299102.500000 Penalty: 1032.271484
	Iteration 35Q: 3 clusters Score -5299102 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -5299105.000000 Penalty: 1032.271484
	Iteration 36Q: 3 clusters Score -5299105 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -5299111.000000 Penalty: 1032.271484
	Iteration 37Q: 3 clusters Score -5299111 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -5299143.500000 Penalty: 1032.271484
	Iteration 38Q: 3 clusters Score -5299144 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -5299201.000000 Penalty: 1032.271484
	Iteration 39Q: 3 clusters Score -5299201 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -5299257.000000 Penalty: 1032.271484
	Iteration 40F: 3 clusters Score -5299257 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -5299291.000000 Penalty: 1032.271484
	Iteration 41Q: 3 clusters Score -5299291 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -5299341.000000 Penalty: 1032.271484
	Iteration 42Q: 3 clusters Score -5299341 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -5299347.500000 Penalty: 1032.271484
	Iteration 43Q: 3 clusters Score -5299348 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -5299396.500000 Penalty: 1032.271484
	Iteration 44Q: 3 clusters Score -5299396 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -5299473.000000 Penalty: 1032.271484
	Iteration 45Q: 3 clusters Score -5299473 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -5299521.000000 Penalty: 1032.271484
	Iteration 46Q: 3 clusters Score -5299521 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -5299585.500000 Penalty: 1032.271484
	Iteration 47Q: 3 clusters Score -5299586 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -5299653.500000 Penalty: 1032.271484
	Iteration 48Q: 3 clusters Score -5299654 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -5299720.500000 Penalty: 1032.271484
	Iteration 49Q: 3 clusters Score -5299720 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -5299785.000000 Penalty: 1032.271484
	Iteration 50Q: 3 clusters Score -5299785 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -5299826.500000 Penalty: 1032.271484
	Iteration 51Q: 3 clusters Score -5299826 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -5299944.000000 Penalty: 1032.271484
	Iteration 52Q: 3 clusters Score -5299944 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -5300029.000000 Penalty: 1032.271484
	Iteration 53Q: 3 clusters Score -5300029 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -5300143.500000 Penalty: 1032.271484
	Iteration 54Q: 3 clusters Score -5300144 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -5300264.500000 Penalty: 1032.271484
	Iteration 55Q: 3 clusters Score -5300264 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -5300373.000000 Penalty: 1032.271484
	Iteration 56Q: 3 clusters Score -5300373 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -5300487.500000 Penalty: 1032.271484
	Iteration 57Q: 3 clusters Score -5300488 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -5300590.500000 Penalty: 1032.271484
	Iteration 58Q: 3 clusters Score -5300590 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -5300712.000000 Penalty: 1032.271484
	Iteration 59Q: 3 clusters Score -5300712 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -5300846.500000 Penalty: 1032.271484
	Iteration 60F: 3 clusters Score -5300846 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -5301019.000000 Penalty: 1032.271484
	Iteration 61Q: 3 clusters Score -5301019 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -5301150.500000 Penalty: 1032.271484
	Iteration 62Q: 3 clusters Score -5301150 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -5301368.500000 Penalty: 1032.271484
	Iteration 63Q: 3 clusters Score -5301368 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -5301522.000000 Penalty: 1032.271484
	Iteration 64Q: 3 clusters Score -5301522 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -5301729.000000 Penalty: 1032.271484
	Iteration 65Q: 3 clusters Score -5301729 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -5301957.500000 Penalty: 1032.271484
	Iteration 66Q: 3 clusters Score -5301958 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -5302199.500000 Penalty: 1032.271484
	Iteration 67Q: 3 clusters Score -5302200 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -5302432.500000 Penalty: 1032.271484
	Iteration 68Q: 3 clusters Score -5302432 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -5302619.500000 Penalty: 1032.271484
	Iteration 69Q: 3 clusters Score -5302620 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -5302356.000000 Penalty: 1032.271484
	Iteration 70Q: 3 clusters Score -5302356 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -5301754.500000 Penalty: 1032.271484
	Iteration 71Q: 3 clusters Score -5301754 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -5300439.000000 Penalty: 1032.271484
	Iteration 72Q: 3 clusters Score -5300439 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -5299021.500000 Penalty: 1032.271484
	Iteration 73Q: 3 clusters Score -5299022 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -5297586.500000 Penalty: 1032.271484
	Iteration 74Q: 3 clusters Score -5297586 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -5296714.000000 Penalty: 1032.271484
	Iteration 75Q: 3 clusters Score -5296714 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -5296153.000000 Penalty: 1032.271484
	Iteration 76Q: 3 clusters Score -5296153 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -5295828.000000 Penalty: 1032.271484
	Iteration 77Q: 3 clusters Score -5295828 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -5295647.000000 Penalty: 1032.271484
	Iteration 78Q: 3 clusters Score -5295647 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -5295557.000000 Penalty: 1032.271484
	Iteration 79Q: 3 clusters Score -5295557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -5295841.000000 Penalty: 1032.271484
	Iteration 80F: 3 clusters Score -5295841 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -5295529.000000 Penalty: 1032.271484
	Iteration 81Q: 3 clusters Score -5295529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -5295309.500000 Penalty: 1032.271484
	Iteration 82Q: 3 clusters Score -5295310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -5295206.000000 Penalty: 1032.271484
	Iteration 83Q: 3 clusters Score -5295206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -5295177.000000 Penalty: 1032.271484
	Iteration 84Q: 3 clusters Score -5295177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -5295174.500000 Penalty: 1032.271484
	Iteration 85Q: 3 clusters Score -5295174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -5295183.000000 Penalty: 1032.271484
	Iteration 86Q: 3 clusters Score -5295183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -5295171.000000 Penalty: 1032.271484
	Iteration 87Q: 3 clusters Score -5295171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -5295175.500000 Penalty: 1032.271484
	Iteration 88Q: 3 clusters Score -5295176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -5295187.000000 Penalty: 1032.271484
	Iteration 89Q: 3 clusters Score -5295187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -5295194.000000 Penalty: 1032.271484
	Iteration 90Q: 3 clusters Score -5295194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -5295193.500000 Penalty: 1032.271484
	Iteration 91Q: 3 clusters Score -5295194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -5295185.000000 Penalty: 1032.271484
	Iteration 92Q: 3 clusters Score -5295185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -5295185.500000 Penalty: 1032.271484
	Iteration 93Q: 3 clusters Score -5295186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -5295185.500000 Penalty: 1032.271484
	Iteration 94F: 3 clusters Score -5295186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -35136.714844 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -35136.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34562.515625 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -34562.52 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34909.203125 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -34909.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35112.980469 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -35112.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35215.500000 Penalty: 600.835510
	Iteration 3F: 3 clusters Score -35215.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35262.335938 Penalty: 600.835510
	Iteration 4Q: 3 clusters Score -35262.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35288.863281 Penalty: 600.835510
	Iteration 5Q: 3 clusters Score -35288.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35335.761719 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -35335.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35360.125000 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -35360.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35387.730469 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -35387.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35407.167969 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -35407.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35417.761719 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -35417.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35424.105469 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -35424.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35428.890625 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -35428.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35431.597656 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -35431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35437.113281 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -35437.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35441.917969 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -35441.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35444.328125 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -35444.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35452.449219 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -35452.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35459.128906 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -35459.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35459.128906 Penalty: 600.835510
	Iteration 19F: 3 clusters Score -35459.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 91617 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 27788 members 
Mstep: Class 12 contains 63436 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 52993 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42118744.000000 Penalty: 9794.625000
Splitting cluster 3 changes total score from -42119424.000000 to -42118744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -259966.765625 Penalty: 380.287292
	Iteration 0F: 2 clusters Score -259966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -257043.437500 Penalty: 760.574585
	Iteration 0F: 3 clusters Score -257043.4 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -258159.640625 Penalty: 760.574585
	Iteration 1F: 3 clusters Score -258159.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -258274.796875 Penalty: 760.574585
	Iteration 2F: 3 clusters Score -258274.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -258374.343750 Penalty: 760.574585
	Iteration 3F: 3 clusters Score -258374.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -258479.843750 Penalty: 760.574585
	Iteration 4Q: 3 clusters Score -258479.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -258612.890625 Penalty: 760.574585
	Iteration 5Q: 3 clusters Score -258612.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -258765.484375 Penalty: 760.574585
	Iteration 6F: 3 clusters Score -258765.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -258903.906250 Penalty: 760.574585
	Iteration 7Q: 3 clusters Score -258903.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -259006.890625 Penalty: 760.574585
	Iteration 8Q: 3 clusters Score -259006.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -259076.750000 Penalty: 760.574585
	Iteration 9Q: 3 clusters Score -259076.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -259128.437500 Penalty: 760.574585
	Iteration 10Q: 3 clusters Score -259128.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -259174.671875 Penalty: 760.574585
	Iteration 11Q: 3 clusters Score -259174.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -259224.578125 Penalty: 760.574585
	Iteration 12Q: 3 clusters Score -259224.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -259273.843750 Penalty: 760.574585
	Iteration 13Q: 3 clusters Score -259273.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -259321.968750 Penalty: 760.574585
	Iteration 14Q: 3 clusters Score -259322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -259365.984375 Penalty: 760.574585
	Iteration 15Q: 3 clusters Score -259366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -259419.671875 Penalty: 760.574585
	Iteration 16Q: 3 clusters Score -259419.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -259487.421875 Penalty: 760.574585
	Iteration 17Q: 3 clusters Score -259487.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -259524.031250 Penalty: 760.574585
	Iteration 18Q: 3 clusters Score -259524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -259560.203125 Penalty: 760.574585
	Iteration 19Q: 3 clusters Score -259560.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -259584.796875 Penalty: 760.574585
	Iteration 20F: 3 clusters Score -259584.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -259603.890625 Penalty: 760.574585
	Iteration 21Q: 3 clusters Score -259603.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -259613.421875 Penalty: 760.574585
	Iteration 22Q: 3 clusters Score -259613.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -259619.031250 Penalty: 760.574585
	Iteration 23Q: 3 clusters Score -259619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -259622.359375 Penalty: 760.574585
	Iteration 24Q: 3 clusters Score -259622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -259624.796875 Penalty: 760.574585
	Iteration 25Q: 3 clusters Score -259624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -259625.843750 Penalty: 760.574585
	Iteration 26Q: 3 clusters Score -259625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -259626.328125 Penalty: 760.574585
	Iteration 27Q: 3 clusters Score -259626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -259627.203125 Penalty: 760.574585
	Iteration 28Q: 3 clusters Score -259627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -259627.968750 Penalty: 760.574585
	Iteration 29Q: 3 clusters Score -259628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -259628.015625 Penalty: 760.574585
	Iteration 30Q: 3 clusters Score -259628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -259628.687500 Penalty: 760.574585
	Iteration 31Q: 3 clusters Score -259628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -259628.796875 Penalty: 760.574585
	Iteration 32Q: 3 clusters Score -259628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -259630.046875 Penalty: 760.574585
	Iteration 33Q: 3 clusters Score -259630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -259629.796875 Penalty: 760.574585
	Iteration 34Q: 3 clusters Score -259629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -259630.609375 Penalty: 760.574585
	Iteration 35Q: 3 clusters Score -259630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -259632.250000 Penalty: 760.574585
	Iteration 36Q: 3 clusters Score -259632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -259634.015625 Penalty: 760.574585
	Iteration 37Q: 3 clusters Score -259634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -259636.031250 Penalty: 760.574585
	Iteration 38Q: 3 clusters Score -259636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -259636.703125 Penalty: 760.574585
	Iteration 39Q: 3 clusters Score -259636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -259637.609375 Penalty: 760.574585
	Iteration 40F: 3 clusters Score -259637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -259638.437500 Penalty: 760.574585
	Iteration 41Q: 3 clusters Score -259638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -259638.453125 Penalty: 760.574585
	Iteration 42Q: 3 clusters Score -259638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -259638.546875 Penalty: 760.574585
	Iteration 43Q: 3 clusters Score -259638.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -259638.546875 Penalty: 760.574585
	Iteration 44F: 3 clusters Score -259638.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (94354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Entering Unmasked Estep 
Score: -5850359.000000 Penalty: 521.193848
	Iteration 0F: 2 clusters Score -5850359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5799871.000000 Penalty: 1042.387695
	Iteration 0F: 3 clusters Score -5799871 nChanged 46017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5830215.000000 Penalty: 1042.387695
	Iteration 1F: 3 clusters Score -5830215 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5834900.500000 Penalty: 1042.387695
	Iteration 2F: 3 clusters Score -5834900 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -5841848.000000 Penalty: 1042.387695
	Iteration 3F: 3 clusters Score -5841848 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5848890.000000 Penalty: 1042.387695
	Iteration 4F: 3 clusters Score -5848890 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5852653.500000 Penalty: 1042.387695
	Iteration 5F: 3 clusters Score -5852654 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5853769.000000 Penalty: 1042.387695
	Iteration 6Q: 3 clusters Score -5853769 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5854248.000000 Penalty: 1042.387695
	Iteration 7Q: 3 clusters Score -5854248 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -5854619.000000 Penalty: 1042.387695
	Iteration 8Q: 3 clusters Score -5854619 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -5854978.000000 Penalty: 1042.387695
	Iteration 9Q: 3 clusters Score -5854978 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -5855275.500000 Penalty: 1042.387695
	Iteration 10Q: 3 clusters Score -5855276 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5855530.000000 Penalty: 1042.387695
	Iteration 11Q: 3 clusters Score -5855530 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5855888.000000 Penalty: 1042.387695
	Iteration 12Q: 3 clusters Score -5855888 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5856188.000000 Penalty: 1042.387695
	Iteration 13Q: 3 clusters Score -5856188 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5856657.000000 Penalty: 1042.387695
	Iteration 14Q: 3 clusters Score -5856657 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5857197.500000 Penalty: 1042.387695
	Iteration 15Q: 3 clusters Score -5857198 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -5857647.000000 Penalty: 1042.387695
	Iteration 16Q: 3 clusters Score -5857647 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5857829.500000 Penalty: 1042.387695
	Iteration 17Q: 3 clusters Score -5857830 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5857593.500000 Penalty: 1042.387695
	Iteration 18Q: 3 clusters Score -5857594 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5856955.500000 Penalty: 1042.387695
	Iteration 19Q: 3 clusters Score -5856956 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -5856090.500000 Penalty: 1042.387695
	Iteration 20F: 3 clusters Score -5856090 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -5855355.000000 Penalty: 1042.387695
	Iteration 21Q: 3 clusters Score -5855355 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5854663.500000 Penalty: 1042.387695
	Iteration 22Q: 3 clusters Score -5854664 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5853900.500000 Penalty: 1042.387695
	Iteration 23Q: 3 clusters Score -5853900 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5853423.500000 Penalty: 1042.387695
	Iteration 24Q: 3 clusters Score -5853424 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5853010.000000 Penalty: 1042.387695
	Iteration 25Q: 3 clusters Score -5853010 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5852565.500000 Penalty: 1042.387695
	Iteration 26Q: 3 clusters Score -5852566 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5852279.500000 Penalty: 1042.387695
	Iteration 27Q: 3 clusters Score -5852280 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5852006.000000 Penalty: 1042.387695
	Iteration 28Q: 3 clusters Score -5852006 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5851860.000000 Penalty: 1042.387695
	Iteration 29Q: 3 clusters Score -5851860 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5851739.500000 Penalty: 1042.387695
	Iteration 30Q: 3 clusters Score -5851740 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5851638.500000 Penalty: 1042.387695
	Iteration 31Q: 3 clusters Score -5851638 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5851540.500000 Penalty: 1042.387695
	Iteration 32Q: 3 clusters Score -5851540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5851418.500000 Penalty: 1042.387695
	Iteration 33Q: 3 clusters Score -5851418 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5851295.000000 Penalty: 1042.387695
	Iteration 34Q: 3 clusters Score -5851295 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5851169.500000 Penalty: 1042.387695
	Iteration 35Q: 3 clusters Score -5851170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5851111.000000 Penalty: 1042.387695
	Iteration 36Q: 3 clusters Score -5851111 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5851048.000000 Penalty: 1042.387695
	Iteration 37Q: 3 clusters Score -5851048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5850922.000000 Penalty: 1042.387695
	Iteration 38Q: 3 clusters Score -5850922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5850928.500000 Penalty: 1042.387695
	Iteration 39Q: 3 clusters Score -5850928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5850902.000000 Penalty: 1042.387695
	Iteration 40F: 3 clusters Score -5850902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5850867.500000 Penalty: 1042.387695
	Iteration 41Q: 3 clusters Score -5850868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5850828.500000 Penalty: 1042.387695
	Iteration 42Q: 3 clusters Score -5850828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5850822.500000 Penalty: 1042.387695
	Iteration 43Q: 3 clusters Score -5850822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5850811.000000 Penalty: 1042.387695
	Iteration 44Q: 3 clusters Score -5850811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5850798.000000 Penalty: 1042.387695
	Iteration 45Q: 3 clusters Score -5850798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5850787.500000 Penalty: 1042.387695
	Iteration 46Q: 3 clusters Score -5850788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5850766.000000 Penalty: 1042.387695
	Iteration 47Q: 3 clusters Score -5850766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5850748.500000 Penalty: 1042.387695
	Iteration 48Q: 3 clusters Score -5850748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5850728.500000 Penalty: 1042.387695
	Iteration 49Q: 3 clusters Score -5850728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5850690.000000 Penalty: 1042.387695
	Iteration 50Q: 3 clusters Score -5850690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5850681.000000 Penalty: 1042.387695
	Iteration 51Q: 3 clusters Score -5850681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5850651.500000 Penalty: 1042.387695
	Iteration 52Q: 3 clusters Score -5850652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5850635.000000 Penalty: 1042.387695
	Iteration 53Q: 3 clusters Score -5850635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5850610.000000 Penalty: 1042.387695
	Iteration 54Q: 3 clusters Score -5850610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5850579.500000 Penalty: 1042.387695
	Iteration 55Q: 3 clusters Score -5850580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5850546.000000 Penalty: 1042.387695
	Iteration 56Q: 3 clusters Score -5850546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5850525.000000 Penalty: 1042.387695
	Iteration 57Q: 3 clusters Score -5850525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5850521.500000 Penalty: 1042.387695
	Iteration 58Q: 3 clusters Score -5850522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5850508.000000 Penalty: 1042.387695
	Iteration 59Q: 3 clusters Score -5850508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5850502.000000 Penalty: 1042.387695
	Iteration 60F: 3 clusters Score -5850502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5850475.000000 Penalty: 1042.387695
	Iteration 61Q: 3 clusters Score -5850475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5850455.500000 Penalty: 1042.387695
	Iteration 62Q: 3 clusters Score -5850456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5850439.500000 Penalty: 1042.387695
	Iteration 63Q: 3 clusters Score -5850440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5850437.500000 Penalty: 1042.387695
	Iteration 64Q: 3 clusters Score -5850438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5850404.000000 Penalty: 1042.387695
	Iteration 65Q: 3 clusters Score -5850404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5850411.500000 Penalty: 1042.387695
	Iteration 66Q: 3 clusters Score -5850412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5850394.000000 Penalty: 1042.387695
	Iteration 67Q: 3 clusters Score -5850394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5850384.500000 Penalty: 1042.387695
	Iteration 68Q: 3 clusters Score -5850384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5850385.000000 Penalty: 1042.387695
	Iteration 69Q: 3 clusters Score -5850385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5850392.500000 Penalty: 1042.387695
	Iteration 70Q: 3 clusters Score -5850392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5850380.000000 Penalty: 1042.387695
	Iteration 71Q: 3 clusters Score -5850380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5850379.500000 Penalty: 1042.387695
	Iteration 72Q: 3 clusters Score -5850380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5850377.000000 Penalty: 1042.387695
	Iteration 73Q: 3 clusters Score -5850377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5850371.000000 Penalty: 1042.387695
	Iteration 74Q: 3 clusters Score -5850371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5850361.500000 Penalty: 1042.387695
	Iteration 75Q: 3 clusters Score -5850362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5850364.000000 Penalty: 1042.387695
	Iteration 76Q: 3 clusters Score -5850364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5850364.000000 Penalty: 1042.387695
	Iteration 77F: 3 clusters Score -5850364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 6 contains 93796 members 
Mstep: Class 7 contains 91617 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 27788 members 
Mstep: Class 12 contains 63436 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 52993 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42118620.000000 Penalty: 9794.625000
Splitting cluster 6 changes total score from -42119424.000000 to -42118620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (91617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Entering Unmasked Estep 
Score: -5570023.500000 Penalty: 519.854431
	Iteration 0F: 2 clusters Score -5570024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -5514204.000000 Penalty: 1039.708862
	Iteration 0F: 3 clusters Score -5514204 nChanged 44732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5541836.000000 Penalty: 1039.708862
	Iteration 1F: 3 clusters Score -5541836 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5543770.000000 Penalty: 1039.708862
	Iteration 2F: 3 clusters Score -5543770 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -5547005.000000 Penalty: 1039.708862
	Iteration 3F: 3 clusters Score -5547005 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -5552564.000000 Penalty: 1039.708862
	Iteration 4F: 3 clusters Score -5552564 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5559799.000000 Penalty: 1039.708862
	Iteration 5F: 3 clusters Score -5559799 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5565601.000000 Penalty: 1039.708862
	Iteration 6F: 3 clusters Score -5565601 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5568806.000000 Penalty: 1039.708862
	Iteration 7F: 3 clusters Score -5568806 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -5570811.500000 Penalty: 1039.708862
	Iteration 8Q: 3 clusters Score -5570812 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5572424.000000 Penalty: 1039.708862
	Iteration 9Q: 3 clusters Score -5572424 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5573921.000000 Penalty: 1039.708862
	Iteration 10Q: 3 clusters Score -5573921 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -5575043.000000 Penalty: 1039.708862
	Iteration 11Q: 3 clusters Score -5575043 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5575944.000000 Penalty: 1039.708862
	Iteration 12Q: 3 clusters Score -5575944 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5576517.000000 Penalty: 1039.708862
	Iteration 13Q: 3 clusters Score -5576517 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5576830.000000 Penalty: 1039.708862
	Iteration 14Q: 3 clusters Score -5576830 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -5576972.000000 Penalty: 1039.708862
	Iteration 15Q: 3 clusters Score -5576972 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -5576948.500000 Penalty: 1039.708862
	Iteration 16Q: 3 clusters Score -5576948 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5576803.000000 Penalty: 1039.708862
	Iteration 17Q: 3 clusters Score -5576803 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -5576572.500000 Penalty: 1039.708862
	Iteration 18Q: 3 clusters Score -5576572 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5576256.000000 Penalty: 1039.708862
	Iteration 19Q: 3 clusters Score -5576256 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5576032.500000 Penalty: 1039.708862
	Iteration 20F: 3 clusters Score -5576032 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5575823.000000 Penalty: 1039.708862
	Iteration 21Q: 3 clusters Score -5575823 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -5575561.500000 Penalty: 1039.708862
	Iteration 22Q: 3 clusters Score -5575562 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -5575170.000000 Penalty: 1039.708862
	Iteration 23Q: 3 clusters Score -5575170 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5574923.000000 Penalty: 1039.708862
	Iteration 24Q: 3 clusters Score -5574923 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5574640.000000 Penalty: 1039.708862
	Iteration 25Q: 3 clusters Score -5574640 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -5574410.500000 Penalty: 1039.708862
	Iteration 26Q: 3 clusters Score -5574410 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5574137.000000 Penalty: 1039.708862
	Iteration 27Q: 3 clusters Score -5574137 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5574086.500000 Penalty: 1039.708862
	Iteration 28Q: 3 clusters Score -5574086 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5573990.000000 Penalty: 1039.708862
	Iteration 29Q: 3 clusters Score -5573990 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5573870.000000 Penalty: 1039.708862
	Iteration 30Q: 3 clusters Score -5573870 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5573619.000000 Penalty: 1039.708862
	Iteration 31Q: 3 clusters Score -5573619 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5573550.000000 Penalty: 1039.708862
	Iteration 32Q: 3 clusters Score -5573550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5573455.500000 Penalty: 1039.708862
	Iteration 33Q: 3 clusters Score -5573456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5573363.500000 Penalty: 1039.708862
	Iteration 34Q: 3 clusters Score -5573364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5573223.000000 Penalty: 1039.708862
	Iteration 35Q: 3 clusters Score -5573223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5573117.000000 Penalty: 1039.708862
	Iteration 36Q: 3 clusters Score -5573117 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5573069.000000 Penalty: 1039.708862
	Iteration 37Q: 3 clusters Score -5573069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5572981.000000 Penalty: 1039.708862
	Iteration 38Q: 3 clusters Score -5572981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5572945.000000 Penalty: 1039.708862
	Iteration 39Q: 3 clusters Score -5572945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5572879.000000 Penalty: 1039.708862
	Iteration 40F: 3 clusters Score -5572879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5572850.500000 Penalty: 1039.708862
	Iteration 41Q: 3 clusters Score -5572850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5572817.000000 Penalty: 1039.708862
	Iteration 42Q: 3 clusters Score -5572817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5572791.500000 Penalty: 1039.708862
	Iteration 43Q: 3 clusters Score -5572792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5572727.500000 Penalty: 1039.708862
	Iteration 44Q: 3 clusters Score -5572728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5572669.000000 Penalty: 1039.708862
	Iteration 45Q: 3 clusters Score -5572669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5572640.000000 Penalty: 1039.708862
	Iteration 46Q: 3 clusters Score -5572640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5572609.500000 Penalty: 1039.708862
	Iteration 47Q: 3 clusters Score -5572610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5572590.000000 Penalty: 1039.708862
	Iteration 48Q: 3 clusters Score -5572590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5572559.500000 Penalty: 1039.708862
	Iteration 49Q: 3 clusters Score -5572560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5572561.000000 Penalty: 1039.708862
	Iteration 50Q: 3 clusters Score -5572561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5572534.500000 Penalty: 1039.708862
	Iteration 51Q: 3 clusters Score -5572534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5572520.000000 Penalty: 1039.708862
	Iteration 52Q: 3 clusters Score -5572520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5572530.000000 Penalty: 1039.708862
	Iteration 53Q: 3 clusters Score -5572530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5572527.500000 Penalty: 1039.708862
	Iteration 54Q: 3 clusters Score -5572528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5572526.000000 Penalty: 1039.708862
	Iteration 55Q: 3 clusters Score -5572526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5572523.000000 Penalty: 1039.708862
	Iteration 56Q: 3 clusters Score -5572523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5572512.000000 Penalty: 1039.708862
	Iteration 57Q: 3 clusters Score -5572512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5572470.500000 Penalty: 1039.708862
	Iteration 58Q: 3 clusters Score -5572470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5572458.000000 Penalty: 1039.708862
	Iteration 59Q: 3 clusters Score -5572458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5572436.000000 Penalty: 1039.708862
	Iteration 60F: 3 clusters Score -5572436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5572421.000000 Penalty: 1039.708862
	Iteration 61Q: 3 clusters Score -5572421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5572404.500000 Penalty: 1039.708862
	Iteration 62Q: 3 clusters Score -5572404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5572396.500000 Penalty: 1039.708862
	Iteration 63Q: 3 clusters Score -5572396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5572409.500000 Penalty: 1039.708862
	Iteration 64Q: 3 clusters Score -5572410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5572399.500000 Penalty: 1039.708862
	Iteration 65Q: 3 clusters Score -5572400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5572389.500000 Penalty: 1039.708862
	Iteration 66Q: 3 clusters Score -5572390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5572374.000000 Penalty: 1039.708862
	Iteration 67Q: 3 clusters Score -5572374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5572383.000000 Penalty: 1039.708862
	Iteration 68Q: 3 clusters Score -5572383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5572379.500000 Penalty: 1039.708862
	Iteration 69Q: 3 clusters Score -5572380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5572382.500000 Penalty: 1039.708862
	Iteration 70Q: 3 clusters Score -5572382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5572379.000000 Penalty: 1039.708862
	Iteration 71Q: 3 clusters Score -5572379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5572368.500000 Penalty: 1039.708862
	Iteration 72Q: 3 clusters Score -5572368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5572380.000000 Penalty: 1039.708862
	Iteration 73Q: 3 clusters Score -5572380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5572367.000000 Penalty: 1039.708862
	Iteration 74Q: 3 clusters Score -5572367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5572363.000000 Penalty: 1039.708862
	Iteration 75Q: 3 clusters Score -5572363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5572373.000000 Penalty: 1039.708862
	Iteration 76Q: 3 clusters Score -5572373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5572373.000000 Penalty: 1039.708862
	Iteration 77F: 3 clusters Score -5572373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 27788 members 
Mstep: Class 12 contains 63436 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 52993 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42120776.000000 Penalty: 9794.625000
Splitting cluster 7 changes total score from -42119424.000000 to -42120776.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -87592.328125 Penalty: 333.800995
	Iteration 0F: 2 clusters Score -87592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -86449.171875 Penalty: 667.601990
	Iteration 0F: 3 clusters Score -86449.17 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -86790.843750 Penalty: 667.601990
	Iteration 1F: 3 clusters Score -86790.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86838.484375 Penalty: 667.601990
	Iteration 2F: 3 clusters Score -86838.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -86886.851562 Penalty: 667.601990
	Iteration 3F: 3 clusters Score -86886.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -86930.000000 Penalty: 667.601990
	Iteration 4Q: 3 clusters Score -86930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -86984.625000 Penalty: 667.601990
	Iteration 5F: 3 clusters Score -86984.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -87043.632812 Penalty: 667.601990
	Iteration 6F: 3 clusters Score -87043.63 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87097.351562 Penalty: 667.601990
	Iteration 7F: 3 clusters Score -87097.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87132.890625 Penalty: 667.601990
	Iteration 8Q: 3 clusters Score -87132.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87160.898438 Penalty: 667.601990
	Iteration 9Q: 3 clusters Score -87160.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87190.296875 Penalty: 667.601990
	Iteration 10Q: 3 clusters Score -87190.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87222.296875 Penalty: 667.601990
	Iteration 11Q: 3 clusters Score -87222.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87237.929688 Penalty: 667.601990
	Iteration 12Q: 3 clusters Score -87237.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87243.382812 Penalty: 667.601990
	Iteration 13Q: 3 clusters Score -87243.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87246.484375 Penalty: 667.601990
	Iteration 14Q: 3 clusters Score -87246.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87248.742188 Penalty: 667.601990
	Iteration 15Q: 3 clusters Score -87248.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87252.093750 Penalty: 667.601990
	Iteration 16Q: 3 clusters Score -87252.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87254.429688 Penalty: 667.601990
	Iteration 17Q: 3 clusters Score -87254.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87255.562500 Penalty: 667.601990
	Iteration 18Q: 3 clusters Score -87255.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87256.367188 Penalty: 667.601990
	Iteration 19Q: 3 clusters Score -87256.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87256.945312 Penalty: 667.601990
	Iteration 20F: 3 clusters Score -87256.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -165746.015625 Penalty: 363.555847
	Iteration 0F: 2 clusters Score -165746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -163720.046875 Penalty: 727.111694
	Iteration 0F: 3 clusters Score -163720 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -164546.718750 Penalty: 727.111694
	Iteration 1F: 3 clusters Score -164546.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -164715.046875 Penalty: 727.111694
	Iteration 2F: 3 clusters Score -164715 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -164824.046875 Penalty: 727.111694
	Iteration 3F: 3 clusters Score -164824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -164902.609375 Penalty: 727.111694
	Iteration 4Q: 3 clusters Score -164902.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -164963.984375 Penalty: 727.111694
	Iteration 5Q: 3 clusters Score -164964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -165025.421875 Penalty: 727.111694
	Iteration 6Q: 3 clusters Score -165025.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -165081.187500 Penalty: 727.111694
	Iteration 7Q: 3 clusters Score -165081.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -165125.906250 Penalty: 727.111694
	Iteration 8Q: 3 clusters Score -165125.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -165162.453125 Penalty: 727.111694
	Iteration 9Q: 3 clusters Score -165162.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -165201.796875 Penalty: 727.111694
	Iteration 10Q: 3 clusters Score -165201.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -165228.765625 Penalty: 727.111694
	Iteration 11Q: 3 clusters Score -165228.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -165248.296875 Penalty: 727.111694
	Iteration 12Q: 3 clusters Score -165248.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -165264.046875 Penalty: 727.111694
	Iteration 13Q: 3 clusters Score -165264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -165276.984375 Penalty: 727.111694
	Iteration 14Q: 3 clusters Score -165277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -165286.781250 Penalty: 727.111694
	Iteration 15Q: 3 clusters Score -165286.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -165295.078125 Penalty: 727.111694
	Iteration 16Q: 3 clusters Score -165295.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -165299.984375 Penalty: 727.111694
	Iteration 17Q: 3 clusters Score -165300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -165307.546875 Penalty: 727.111694
	Iteration 18Q: 3 clusters Score -165307.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -165320.562500 Penalty: 727.111694
	Iteration 19Q: 3 clusters Score -165320.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -165332.062500 Penalty: 727.111694
	Iteration 20F: 3 clusters Score -165332.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -165338.078125 Penalty: 727.111694
	Iteration 21Q: 3 clusters Score -165338.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -165347.937500 Penalty: 727.111694
	Iteration 22Q: 3 clusters Score -165347.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -165356.109375 Penalty: 727.111694
	Iteration 23Q: 3 clusters Score -165356.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -165364.578125 Penalty: 727.111694
	Iteration 24Q: 3 clusters Score -165364.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -165373.343750 Penalty: 727.111694
	Iteration 25Q: 3 clusters Score -165373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -165384.734375 Penalty: 727.111694
	Iteration 26Q: 3 clusters Score -165384.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -165395.125000 Penalty: 727.111694
	Iteration 27Q: 3 clusters Score -165395.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -165401.937500 Penalty: 727.111694
	Iteration 28Q: 3 clusters Score -165401.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -165410.062500 Penalty: 727.111694
	Iteration 29Q: 3 clusters Score -165410.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -165416.421875 Penalty: 727.111694
	Iteration 30Q: 3 clusters Score -165416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -165419.718750 Penalty: 727.111694
	Iteration 31Q: 3 clusters Score -165419.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -165421.484375 Penalty: 727.111694
	Iteration 32Q: 3 clusters Score -165421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -165422.578125 Penalty: 727.111694
	Iteration 33Q: 3 clusters Score -165422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -165423.937500 Penalty: 727.111694
	Iteration 34Q: 3 clusters Score -165423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -165424.156250 Penalty: 727.111694
	Iteration 35Q: 3 clusters Score -165424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -165424.312500 Penalty: 727.111694
	Iteration 36Q: 3 clusters Score -165424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -165424.312500 Penalty: 727.111694
	Iteration 37F: 3 clusters Score -165424.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Entering Unmasked Estep 
Score: -1640848.875000 Penalty: 465.572388
	Iteration 0F: 2 clusters Score -1640849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1622297.375000 Penalty: 931.144775
	Iteration 0F: 3 clusters Score -1622297 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1631850.750000 Penalty: 931.144775
	Iteration 1F: 3 clusters Score -1631851 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1634487.625000 Penalty: 931.144775
	Iteration 2F: 3 clusters Score -1634488 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1637119.000000 Penalty: 931.144775
	Iteration 3F: 3 clusters Score -1637119 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1638877.500000 Penalty: 931.144775
	Iteration 4F: 3 clusters Score -1638878 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -1639917.500000 Penalty: 931.144775
	Iteration 5F: 3 clusters Score -1639918 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1640553.125000 Penalty: 931.144775
	Iteration 6Q: 3 clusters Score -1640553 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -1641068.625000 Penalty: 931.144775
	Iteration 7Q: 3 clusters Score -1641069 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -1641532.875000 Penalty: 931.144775
	Iteration 8Q: 3 clusters Score -1641533 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -1641875.625000 Penalty: 931.144775
	Iteration 9Q: 3 clusters Score -1641876 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -1642100.750000 Penalty: 931.144775
	Iteration 10Q: 3 clusters Score -1642101 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -1642281.250000 Penalty: 931.144775
	Iteration 11Q: 3 clusters Score -1642281 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -1642364.750000 Penalty: 931.144775
	Iteration 12Q: 3 clusters Score -1642365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1642403.250000 Penalty: 931.144775
	Iteration 13Q: 3 clusters Score -1642403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1642425.625000 Penalty: 931.144775
	Iteration 14Q: 3 clusters Score -1642426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -1642440.875000 Penalty: 931.144775
	Iteration 15Q: 3 clusters Score -1642441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -1642451.375000 Penalty: 931.144775
	Iteration 16Q: 3 clusters Score -1642451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -1642449.250000 Penalty: 931.144775
	Iteration 17Q: 3 clusters Score -1642449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -1642455.250000 Penalty: 931.144775
	Iteration 18Q: 3 clusters Score -1642455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -1642461.625000 Penalty: 931.144775
	Iteration 19Q: 3 clusters Score -1642462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -1642465.000000 Penalty: 931.144775
	Iteration 20F: 3 clusters Score -1642465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -1642467.750000 Penalty: 931.144775
	Iteration 21Q: 3 clusters Score -1642468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1642467.500000 Penalty: 931.144775
	Iteration 22Q: 3 clusters Score -1642468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -1642465.375000 Penalty: 931.144775
	Iteration 23Q: 3 clusters Score -1642465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -1642464.375000 Penalty: 931.144775
	Iteration 24Q: 3 clusters Score -1642464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1642463.750000 Penalty: 931.144775
	Iteration 25Q: 3 clusters Score -1642464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -1642466.875000 Penalty: 931.144775
	Iteration 26Q: 3 clusters Score -1642467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -1642468.125000 Penalty: 931.144775
	Iteration 27Q: 3 clusters Score -1642468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -1642468.250000 Penalty: 931.144775
	Iteration 28Q: 3 clusters Score -1642468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -1642468.750000 Penalty: 931.144775
	Iteration 29Q: 3 clusters Score -1642469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -1642466.375000 Penalty: 931.144775
	Iteration 30Q: 3 clusters Score -1642466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -1642466.250000 Penalty: 931.144775
	Iteration 31Q: 3 clusters Score -1642466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -1642467.500000 Penalty: 931.144775
	Iteration 32Q: 3 clusters Score -1642468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -1642467.500000 Penalty: 931.144775
	Iteration 33F: 3 clusters Score -1642468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 12 contains 63436 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 52993 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42122480.000000 Penalty: 10406.789062
Splitting cluster 10 changes total score from -42119424.000000 to -42122480.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (63436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Entering Unmasked Estep 
Score: -4120391.000000 Penalty: 503.129303
	Iteration 0F: 2 clusters Score -4120391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4088175.250000 Penalty: 1006.258606
	Iteration 0F: 3 clusters Score -4088175 nChanged 30820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -4108111.500000 Penalty: 1006.258606
	Iteration 1F: 3 clusters Score -4108112 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -4110386.500000 Penalty: 1006.258606
	Iteration 2F: 3 clusters Score -4110386 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4113322.500000 Penalty: 1006.258606
	Iteration 3F: 3 clusters Score -4113322 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4116426.250000 Penalty: 1006.258606
	Iteration 4F: 3 clusters Score -4116426 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4118771.000000 Penalty: 1006.258606
	Iteration 5F: 3 clusters Score -4118771 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4119832.000000 Penalty: 1006.258606
	Iteration 6Q: 3 clusters Score -4119832 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4120139.000000 Penalty: 1006.258606
	Iteration 7Q: 3 clusters Score -4120139 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4120081.250000 Penalty: 1006.258606
	Iteration 8Q: 3 clusters Score -4120081 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4120041.000000 Penalty: 1006.258606
	Iteration 9Q: 3 clusters Score -4120041 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4119998.750000 Penalty: 1006.258606
	Iteration 10Q: 3 clusters Score -4119999 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4119939.500000 Penalty: 1006.258606
	Iteration 11Q: 3 clusters Score -4119940 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4119897.000000 Penalty: 1006.258606
	Iteration 12Q: 3 clusters Score -4119897 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4119894.250000 Penalty: 1006.258606
	Iteration 13Q: 3 clusters Score -4119894 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4119913.000000 Penalty: 1006.258606
	Iteration 14Q: 3 clusters Score -4119913 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 15Q: 3 clusters Score -4119904 nChanged 811
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	Iteration 18Q: 3 clusters Score -4120305 nChanged 1008
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	Iteration 22Q: 3 clusters Score -4121754 nChanged 1174
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	Iteration 23Q: 3 clusters Score -4122208 nChanged 1207
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	Iteration 25Q: 3 clusters Score -4123287 nChanged 991
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	Iteration 26Q: 3 clusters Score -4123748 nChanged 846
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	Iteration 27Q: 3 clusters Score -4124047 nChanged 830
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	Iteration 28Q: 3 clusters Score -4124385 nChanged 765
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	Iteration 29Q: 3 clusters Score -4124584 nChanged 738
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	Iteration 30Q: 3 clusters Score -4124742 nChanged 694
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	Iteration 31Q: 3 clusters Score -4124883 nChanged 600
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	Iteration 33Q: 3 clusters Score -4125222 nChanged 522
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	Iteration 34Q: 3 clusters Score -4125350 nChanged 465
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	Iteration 39Q: 3 clusters Score -4125547 nChanged 156
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	Iteration 40F: 3 clusters Score -4125655 nChanged 248
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	Iteration 52Q: 3 clusters Score -4126120 nChanged 194
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	Iteration 56Q: 3 clusters Score -4126182 nChanged 141
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	Iteration 57Q: 3 clusters Score -4126212 nChanged 139
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	Iteration 58Q: 3 clusters Score -4126245 nChanged 121
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	Iteration 59Q: 3 clusters Score -4126270 nChanged 126
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	Iteration 60F: 3 clusters Score -4126287 nChanged 128
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	Iteration 64Q: 3 clusters Score -4126303 nChanged 82
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	Iteration 65Q: 3 clusters Score -4126302 nChanged 58
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	Iteration 66Q: 3 clusters Score -4126306 nChanged 57
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	Iteration 67Q: 3 clusters Score -4126316 nChanged 45
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	Iteration 68Q: 3 clusters Score -4126320 nChanged 34
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	Iteration 69Q: 3 clusters Score -4126324 nChanged 26
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	Iteration 70Q: 3 clusters Score -4126323 nChanged 23
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	Iteration 72Q: 3 clusters Score -4126324 nChanged 26
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	Iteration 74Q: 3 clusters Score -4126335 nChanged 28
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	Iteration 75Q: 3 clusters Score -4126348 nChanged 25
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	Iteration 76Q: 3 clusters Score -4126345 nChanged 19
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	Iteration 77Q: 3 clusters Score -4126345 nChanged 20
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	Iteration 78Q: 3 clusters Score -4126348 nChanged 21
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	Iteration 79Q: 3 clusters Score -4126347 nChanged 24
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	Iteration 80F: 3 clusters Score -4126348 nChanged 15
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	Iteration 81Q: 3 clusters Score -4126348 nChanged 13
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	Iteration 82Q: 3 clusters Score -4126343 nChanged 8
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	Iteration 83Q: 3 clusters Score -4126340 nChanged 7
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	Iteration 84Q: 3 clusters Score -4126340 nChanged 6
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	Iteration 86Q: 3 clusters Score -4126340 nChanged 4
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	Iteration 87Q: 3 clusters Score -4126339 nChanged 5
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	Iteration 90Q: 3 clusters Score -4126347 nChanged 2
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	Iteration 94Q: 3 clusters Score -4126343 nChanged 15
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	Iteration 96Q: 3 clusters Score -4126342 nChanged 10
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	Iteration 97Q: 3 clusters Score -4126344 nChanged 14
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	Iteration 98Q: 3 clusters Score -4126339 nChanged 12
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	Iteration 100F: 3 clusters Score -4126334 nChanged 4
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	Iteration 102Q: 3 clusters Score -4126330 nChanged 4
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	Iteration 107Q: 3 clusters Score -4126332 nChanged 0
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	Iteration 108F: 3 clusters Score -4126332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 52993 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42128328.000000 Penalty: 11018.953125
Splitting cluster 12 changes total score from -42119424.000000 to -42128328.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (5867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Entering Unmasked Estep 
Score: -357267.281250 Penalty: 394.807983
	Iteration 0F: 2 clusters Score -357267.3 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 2901 members 
Entering Unmasked Estep 
Score: -353346.562500 Penalty: 789.615967
	Iteration 0F: 3 clusters Score -353346.6 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -354930.687500 Penalty: 789.615967
	Iteration 1F: 3 clusters Score -354930.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -355207.062500 Penalty: 789.615967
	Iteration 2F: 3 clusters Score -355207.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -355569.500000 Penalty: 789.615967
	Iteration 3F: 3 clusters Score -355569.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -355996.062500 Penalty: 789.615967
	Iteration 4F: 3 clusters Score -355996.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -356402.843750 Penalty: 789.615967
	Iteration 5F: 3 clusters Score -356402.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -356667.906250 Penalty: 789.615967
	Iteration 6Q: 3 clusters Score -356667.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -356817.687500 Penalty: 789.615967
	Iteration 7Q: 3 clusters Score -356817.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -356902.562500 Penalty: 789.615967
	Iteration 8Q: 3 clusters Score -356902.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -356948.562500 Penalty: 789.615967
	Iteration 9Q: 3 clusters Score -356948.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -356971.156250 Penalty: 789.615967
	Iteration 10Q: 3 clusters Score -356971.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -356981.656250 Penalty: 789.615967
	Iteration 11Q: 3 clusters Score -356981.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -356989.937500 Penalty: 789.615967
	Iteration 12Q: 3 clusters Score -356989.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -356994.437500 Penalty: 789.615967
	Iteration 13Q: 3 clusters Score -356994.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -356995.937500 Penalty: 789.615967
	Iteration 14Q: 3 clusters Score -356995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356997.187500 Penalty: 789.615967
	Iteration 15Q: 3 clusters Score -356997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -356997.062500 Penalty: 789.615967
	Iteration 16Q: 3 clusters Score -356997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356997.312500 Penalty: 789.615967
	Iteration 17Q: 3 clusters Score -356997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -356997.000000 Penalty: 789.615967
	Iteration 18Q: 3 clusters Score -356997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -356997.531250 Penalty: 789.615967
	Iteration 19Q: 3 clusters Score -356997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -356997.531250 Penalty: 789.615967
	Iteration 20F: 3 clusters Score -356997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -356998.281250 Penalty: 789.615967
	Iteration 21Q: 3 clusters Score -356998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356998.781250 Penalty: 789.615967
	Iteration 22Q: 3 clusters Score -356998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -356998.875000 Penalty: 789.615967
	Iteration 23Q: 3 clusters Score -356998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356999.375000 Penalty: 789.615967
	Iteration 24Q: 3 clusters Score -356999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356999.375000 Penalty: 789.615967
	Iteration 25F: 3 clusters Score -356999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Entering Unmasked Estep 
Score: -3480395.750000 Penalty: 494.945160
	Iteration 0F: 2 clusters Score -3480396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3445971.500000 Penalty: 989.890320
	Iteration 0F: 3 clusters Score -3445972 nChanged 25669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3464927.750000 Penalty: 989.890320
	Iteration 1F: 3 clusters Score -3464928 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3468400.250000 Penalty: 989.890320
	Iteration 2F: 3 clusters Score -3468400 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3472013.250000 Penalty: 989.890320
	Iteration 3F: 3 clusters Score -3472013 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -3475108.500000 Penalty: 989.890320
	Iteration 4F: 3 clusters Score -3475108 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -3477409.500000 Penalty: 989.890320
	Iteration 5F: 3 clusters Score -3477410 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -3478872.000000 Penalty: 989.890320
	Iteration 6Q: 3 clusters Score -3478872 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -3479860.500000 Penalty: 989.890320
	Iteration 7Q: 3 clusters Score -3479860 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -3480709.000000 Penalty: 989.890320
	Iteration 8Q: 3 clusters Score -3480709 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -3481218.750000 Penalty: 989.890320
	Iteration 9Q: 3 clusters Score -3481219 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -3481579.750000 Penalty: 989.890320
	Iteration 10Q: 3 clusters Score -3481580 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -3481803.250000 Penalty: 989.890320
	Iteration 11Q: 3 clusters Score -3481803 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -3481924.500000 Penalty: 989.890320
	Iteration 12Q: 3 clusters Score -3481924 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -3481957.500000 Penalty: 989.890320
	Iteration 13Q: 3 clusters Score -3481958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -3481970.000000 Penalty: 989.890320
	Iteration 14Q: 3 clusters Score -3481970 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -3481954.500000 Penalty: 989.890320
	Iteration 15Q: 3 clusters Score -3481954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -3481920.500000 Penalty: 989.890320
	Iteration 16Q: 3 clusters Score -3481920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -3481877.750000 Penalty: 989.890320
	Iteration 17Q: 3 clusters Score -3481878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -3481859.750000 Penalty: 989.890320
	Iteration 18Q: 3 clusters Score -3481860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -3481864.750000 Penalty: 989.890320
	Iteration 19Q: 3 clusters Score -3481865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -3481860.500000 Penalty: 989.890320
	Iteration 20F: 3 clusters Score -3481860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -3481846.500000 Penalty: 989.890320
	Iteration 21Q: 3 clusters Score -3481846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -3481848.000000 Penalty: 989.890320
	Iteration 22Q: 3 clusters Score -3481848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -3481893.000000 Penalty: 989.890320
	Iteration 23Q: 3 clusters Score -3481893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -3481903.500000 Penalty: 989.890320
	Iteration 24Q: 3 clusters Score -3481904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -3481938.000000 Penalty: 989.890320
	Iteration 25Q: 3 clusters Score -3481938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -3481939.250000 Penalty: 989.890320
	Iteration 26Q: 3 clusters Score -3481939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -3481964.250000 Penalty: 989.890320
	Iteration 27Q: 3 clusters Score -3481964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -3481968.750000 Penalty: 989.890320
	Iteration 28Q: 3 clusters Score -3481969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -3481979.250000 Penalty: 989.890320
	Iteration 29Q: 3 clusters Score -3481979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -3481994.000000 Penalty: 989.890320
	Iteration 30Q: 3 clusters Score -3481994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -3482008.000000 Penalty: 989.890320
	Iteration 31Q: 3 clusters Score -3482008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -3482002.500000 Penalty: 989.890320
	Iteration 32Q: 3 clusters Score -3482002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -3482014.250000 Penalty: 989.890320
	Iteration 33Q: 3 clusters Score -3482014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -3482035.500000 Penalty: 989.890320
	Iteration 34Q: 3 clusters Score -3482036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -3482035.000000 Penalty: 989.890320
	Iteration 35Q: 3 clusters Score -3482035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -3482036.250000 Penalty: 989.890320
	Iteration 36Q: 3 clusters Score -3482036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -3482034.750000 Penalty: 989.890320
	Iteration 37Q: 3 clusters Score -3482035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -3482030.000000 Penalty: 989.890320
	Iteration 38Q: 3 clusters Score -3482030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -3482035.000000 Penalty: 989.890320
	Iteration 39Q: 3 clusters Score -3482035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -3482037.750000 Penalty: 989.890320
	Iteration 40F: 3 clusters Score -3482038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -3482042.000000 Penalty: 989.890320
	Iteration 41Q: 3 clusters Score -3482042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3482049.750000 Penalty: 989.890320
	Iteration 42Q: 3 clusters Score -3482050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3482055.750000 Penalty: 989.890320
	Iteration 43Q: 3 clusters Score -3482056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -3482065.250000 Penalty: 989.890320
	Iteration 44Q: 3 clusters Score -3482065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -3482067.000000 Penalty: 989.890320
	Iteration 45Q: 3 clusters Score -3482067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -3482066.000000 Penalty: 989.890320
	Iteration 46Q: 3 clusters Score -3482066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -3482067.000000 Penalty: 989.890320
	Iteration 47Q: 3 clusters Score -3482067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -3482073.500000 Penalty: 989.890320
	Iteration 48Q: 3 clusters Score -3482074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -3482081.250000 Penalty: 989.890320
	Iteration 49Q: 3 clusters Score -3482081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -3482085.250000 Penalty: 989.890320
	Iteration 50Q: 3 clusters Score -3482085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -3482086.250000 Penalty: 989.890320
	Iteration 51Q: 3 clusters Score -3482086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -3482086.250000 Penalty: 989.890320
	Iteration 52Q: 3 clusters Score -3482086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -3482090.250000 Penalty: 989.890320
	Iteration 53Q: 3 clusters Score -3482090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -3482089.500000 Penalty: 989.890320
	Iteration 54Q: 3 clusters Score -3482090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -3482094.250000 Penalty: 989.890320
	Iteration 55Q: 3 clusters Score -3482094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -3482093.250000 Penalty: 989.890320
	Iteration 56Q: 3 clusters Score -3482093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -3482097.000000 Penalty: 989.890320
	Iteration 57Q: 3 clusters Score -3482097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -3482097.000000 Penalty: 989.890320
	Iteration 58F: 3 clusters Score -3482097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42130036.000000 Penalty: 11631.117188
Splitting cluster 15 changes total score from -42119424.000000 to -42130036.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 16 (67755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Entering Unmasked Estep 
Score: -4345940.500000 Penalty: 506.126221
	Iteration 0F: 2 clusters Score -4345940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4309931.000000 Penalty: 1012.252441
	Iteration 0F: 3 clusters Score -4309931 nChanged 33055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4331264.000000 Penalty: 1012.252441
	Iteration 1F: 3 clusters Score -4331264 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4334095.500000 Penalty: 1012.252441
	Iteration 2F: 3 clusters Score -4334096 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4338586.500000 Penalty: 1012.252441
	Iteration 3F: 3 clusters Score -4338586 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4343978.500000 Penalty: 1012.252441
	Iteration 4F: 3 clusters Score -4343978 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -4347372.500000 Penalty: 1012.252441
	Iteration 5F: 3 clusters Score -4347372 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -4348877.000000 Penalty: 1012.252441
	Iteration 6Q: 3 clusters Score -4348877 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4349786.000000 Penalty: 1012.252441
	Iteration 7Q: 3 clusters Score -4349786 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4350735.500000 Penalty: 1012.252441
	Iteration 8Q: 3 clusters Score -4350736 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4351707.500000 Penalty: 1012.252441
	Iteration 9Q: 3 clusters Score -4351708 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4352737.500000 Penalty: 1012.252441
	Iteration 10Q: 3 clusters Score -4352738 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4353907.000000 Penalty: 1012.252441
	Iteration 11Q: 3 clusters Score -4353907 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -4355201.500000 Penalty: 1012.252441
	Iteration 12Q: 3 clusters Score -4355202 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4356527.000000 Penalty: 1012.252441
	Iteration 13Q: 3 clusters Score -4356527 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4357566.000000 Penalty: 1012.252441
	Iteration 14Q: 3 clusters Score -4357566 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4358215.500000 Penalty: 1012.252441
	Iteration 15Q: 3 clusters Score -4358216 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -4358511.500000 Penalty: 1012.252441
	Iteration 16Q: 3 clusters Score -4358512 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4358623.500000 Penalty: 1012.252441
	Iteration 17Q: 3 clusters Score -4358624 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -4358669.000000 Penalty: 1012.252441
	Iteration 18Q: 3 clusters Score -4358669 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4358723.000000 Penalty: 1012.252441
	Iteration 19Q: 3 clusters Score -4358723 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4358827.000000 Penalty: 1012.252441
	Iteration 20F: 3 clusters Score -4358827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4358908.500000 Penalty: 1012.252441
	Iteration 21Q: 3 clusters Score -4358908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4358987.000000 Penalty: 1012.252441
	Iteration 22Q: 3 clusters Score -4358987 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4359073.500000 Penalty: 1012.252441
	Iteration 23Q: 3 clusters Score -4359074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4359124.500000 Penalty: 1012.252441
	Iteration 24Q: 3 clusters Score -4359124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4359181.500000 Penalty: 1012.252441
	Iteration 25Q: 3 clusters Score -4359182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -4359226.000000 Penalty: 1012.252441
	Iteration 26Q: 3 clusters Score -4359226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4359273.500000 Penalty: 1012.252441
	Iteration 27Q: 3 clusters Score -4359274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4359334.500000 Penalty: 1012.252441
	Iteration 28Q: 3 clusters Score -4359334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -4359369.000000 Penalty: 1012.252441
	Iteration 29Q: 3 clusters Score -4359369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4359392.000000 Penalty: 1012.252441
	Iteration 30Q: 3 clusters Score -4359392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -4359415.500000 Penalty: 1012.252441
	Iteration 31Q: 3 clusters Score -4359416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -4359436.000000 Penalty: 1012.252441
	Iteration 32Q: 3 clusters Score -4359436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -4359461.000000 Penalty: 1012.252441
	Iteration 33Q: 3 clusters Score -4359461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -4359484.500000 Penalty: 1012.252441
	Iteration 34Q: 3 clusters Score -4359484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4359500.500000 Penalty: 1012.252441
	Iteration 35Q: 3 clusters Score -4359500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -4359513.500000 Penalty: 1012.252441
	Iteration 36Q: 3 clusters Score -4359514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4359514.500000 Penalty: 1012.252441
	Iteration 37Q: 3 clusters Score -4359514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -4359517.500000 Penalty: 1012.252441
	Iteration 38Q: 3 clusters Score -4359518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -4359524.500000 Penalty: 1012.252441
	Iteration 39Q: 3 clusters Score -4359524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4359528.000000 Penalty: 1012.252441
	Iteration 40F: 3 clusters Score -4359528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4359532.500000 Penalty: 1012.252441
	Iteration 41Q: 3 clusters Score -4359532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -4359534.500000 Penalty: 1012.252441
	Iteration 42Q: 3 clusters Score -4359534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4359538.000000 Penalty: 1012.252441
	Iteration 43Q: 3 clusters Score -4359538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4359551.000000 Penalty: 1012.252441
	Iteration 44Q: 3 clusters Score -4359551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4359550.000000 Penalty: 1012.252441
	Iteration 45Q: 3 clusters Score -4359550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4359556.000000 Penalty: 1012.252441
	Iteration 46Q: 3 clusters Score -4359556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4359559.500000 Penalty: 1012.252441
	Iteration 47Q: 3 clusters Score -4359560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4359558.500000 Penalty: 1012.252441
	Iteration 48Q: 3 clusters Score -4359558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4359556.500000 Penalty: 1012.252441
	Iteration 49Q: 3 clusters Score -4359556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -4359549.000000 Penalty: 1012.252441
	Iteration 50Q: 3 clusters Score -4359549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4359558.000000 Penalty: 1012.252441
	Iteration 51Q: 3 clusters Score -4359558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4359562.000000 Penalty: 1012.252441
	Iteration 52Q: 3 clusters Score -4359562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4359566.000000 Penalty: 1012.252441
	Iteration 53Q: 3 clusters Score -4359566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4359567.500000 Penalty: 1012.252441
	Iteration 54Q: 3 clusters Score -4359568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4359574.500000 Penalty: 1012.252441
	Iteration 55Q: 3 clusters Score -4359574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -4359577.000000 Penalty: 1012.252441
	Iteration 56Q: 3 clusters Score -4359577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -4359583.000000 Penalty: 1012.252441
	Iteration 57Q: 3 clusters Score -4359583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4359585.500000 Penalty: 1012.252441
	Iteration 58Q: 3 clusters Score -4359586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4359593.500000 Penalty: 1012.252441
	Iteration 59Q: 3 clusters Score -4359594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4359596.500000 Penalty: 1012.252441
	Iteration 60F: 3 clusters Score -4359596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -4359597.500000 Penalty: 1012.252441
	Iteration 61Q: 3 clusters Score -4359598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -4359599.500000 Penalty: 1012.252441
	Iteration 62Q: 3 clusters Score -4359600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -4359602.000000 Penalty: 1012.252441
	Iteration 63Q: 3 clusters Score -4359602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -4359603.000000 Penalty: 1012.252441
	Iteration 64Q: 3 clusters Score -4359603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -4359605.500000 Penalty: 1012.252441
	Iteration 65Q: 3 clusters Score -4359606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -4359608.500000 Penalty: 1012.252441
	Iteration 66Q: 3 clusters Score -4359608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4359606.500000 Penalty: 1012.252441
	Iteration 67Q: 3 clusters Score -4359606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -4359604.500000 Penalty: 1012.252441
	Iteration 68Q: 3 clusters Score -4359604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4359604.000000 Penalty: 1012.252441
	Iteration 69Q: 3 clusters Score -4359604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4359604.000000 Penalty: 1012.252441
	Iteration 70F: 3 clusters Score -4359604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42143452.000000 Penalty: 12243.281250
Splitting cluster 16 changes total score from -42119424.000000 to -42143452.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -258631.375000 Penalty: 384.014557
	Iteration 0F: 2 clusters Score -258631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -255467.187500 Penalty: 768.029114
	Iteration 0F: 3 clusters Score -255467.2 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -256686.187500 Penalty: 768.029114
	Iteration 1F: 3 clusters Score -256686.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -256883.359375 Penalty: 768.029114
	Iteration 2F: 3 clusters Score -256883.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -257128.750000 Penalty: 768.029114
	Iteration 3F: 3 clusters Score -257128.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -257475.734375 Penalty: 768.029114
	Iteration 4F: 3 clusters Score -257475.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -257900.437500 Penalty: 768.029114
	Iteration 5F: 3 clusters Score -257900.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -258287.562500 Penalty: 768.029114
	Iteration 6F: 3 clusters Score -258287.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -258671.703125 Penalty: 768.029114
	Iteration 7F: 3 clusters Score -258671.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -258981.968750 Penalty: 768.029114
	Iteration 8F: 3 clusters Score -258982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -259159.359375 Penalty: 768.029114
	Iteration 9Q: 3 clusters Score -259159.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -259242.281250 Penalty: 768.029114
	Iteration 10Q: 3 clusters Score -259242.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -259279.343750 Penalty: 768.029114
	Iteration 11Q: 3 clusters Score -259279.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -259294.031250 Penalty: 768.029114
	Iteration 12Q: 3 clusters Score -259294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -259301.515625 Penalty: 768.029114
	Iteration 13Q: 3 clusters Score -259301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -259303.484375 Penalty: 768.029114
	Iteration 14Q: 3 clusters Score -259303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -259304.031250 Penalty: 768.029114
	Iteration 15Q: 3 clusters Score -259304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -259304.031250 Penalty: 768.029114
	Iteration 16F: 3 clusters Score -259304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 72290 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 121995 members 
Entering Unmasked Estep 
Score: -42143808.000000 Penalty: 12855.445312
Splitting cluster 17 changes total score from -42119424.000000 to -42143808.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (72290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Entering Unmasked Estep 
Score: -4630038.000000 Penalty: 509.074066
	Iteration 0F: 2 clusters Score -4630038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4598765.500000 Penalty: 1018.148132
	Iteration 0F: 3 clusters Score -4598766 nChanged 35182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4620111.000000 Penalty: 1018.148132
	Iteration 1F: 3 clusters Score -4620111 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4621071.500000 Penalty: 1018.148132
	Iteration 2F: 3 clusters Score -4621072 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4622058.000000 Penalty: 1018.148132
	Iteration 3F: 3 clusters Score -4622058 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4624292.500000 Penalty: 1018.148132
	Iteration 4F: 3 clusters Score -4624292 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4628293.500000 Penalty: 1018.148132
	Iteration 5F: 3 clusters Score -4628294 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -4631814.000000 Penalty: 1018.148132
	Iteration 6F: 3 clusters Score -4631814 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4633450.000000 Penalty: 1018.148132
	Iteration 7Q: 3 clusters Score -4633450 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4634147.000000 Penalty: 1018.148132
	Iteration 8Q: 3 clusters Score -4634147 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4634367.000000 Penalty: 1018.148132
	Iteration 9Q: 3 clusters Score -4634367 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -4634439.000000 Penalty: 1018.148132
	Iteration 10Q: 3 clusters Score -4634439 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4634464.500000 Penalty: 1018.148132
	Iteration 11Q: 3 clusters Score -4634464 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4634524.000000 Penalty: 1018.148132
	Iteration 12Q: 3 clusters Score -4634524 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4634540.000000 Penalty: 1018.148132
	Iteration 13Q: 3 clusters Score -4634540 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4634585.000000 Penalty: 1018.148132
	Iteration 14Q: 3 clusters Score -4634585 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4634609.500000 Penalty: 1018.148132
	Iteration 15Q: 3 clusters Score -4634610 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4634627.000000 Penalty: 1018.148132
	Iteration 16Q: 3 clusters Score -4634627 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4634643.000000 Penalty: 1018.148132
	Iteration 17Q: 3 clusters Score -4634643 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4634650.000000 Penalty: 1018.148132
	Iteration 18Q: 3 clusters Score -4634650 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4634658.000000 Penalty: 1018.148132
	Iteration 19Q: 3 clusters Score -4634658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4634668.000000 Penalty: 1018.148132
	Iteration 20F: 3 clusters Score -4634668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4634680.500000 Penalty: 1018.148132
	Iteration 21Q: 3 clusters Score -4634680 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4634708.500000 Penalty: 1018.148132
	Iteration 22Q: 3 clusters Score -4634708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4634717.000000 Penalty: 1018.148132
	Iteration 23Q: 3 clusters Score -4634717 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4634747.000000 Penalty: 1018.148132
	Iteration 24Q: 3 clusters Score -4634747 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4634740.500000 Penalty: 1018.148132
	Iteration 25Q: 3 clusters Score -4634740 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4634777.500000 Penalty: 1018.148132
	Iteration 26Q: 3 clusters Score -4634778 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4634798.500000 Penalty: 1018.148132
	Iteration 27Q: 3 clusters Score -4634798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4634801.500000 Penalty: 1018.148132
	Iteration 28Q: 3 clusters Score -4634802 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4634809.000000 Penalty: 1018.148132
	Iteration 29Q: 3 clusters Score -4634809 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4634836.000000 Penalty: 1018.148132
	Iteration 30Q: 3 clusters Score -4634836 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4634841.500000 Penalty: 1018.148132
	Iteration 31Q: 3 clusters Score -4634842 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4634868.500000 Penalty: 1018.148132
	Iteration 32Q: 3 clusters Score -4634868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4634888.500000 Penalty: 1018.148132
	Iteration 33Q: 3 clusters Score -4634888 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4634906.000000 Penalty: 1018.148132
	Iteration 34Q: 3 clusters Score -4634906 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4634917.000000 Penalty: 1018.148132
	Iteration 35Q: 3 clusters Score -4634917 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4634954.500000 Penalty: 1018.148132
	Iteration 36Q: 3 clusters Score -4634954 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4634969.500000 Penalty: 1018.148132
	Iteration 37Q: 3 clusters Score -4634970 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4635015.000000 Penalty: 1018.148132
	Iteration 38Q: 3 clusters Score -4635015 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4635038.500000 Penalty: 1018.148132
	Iteration 39Q: 3 clusters Score -4635038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4635053.000000 Penalty: 1018.148132
	Iteration 40F: 3 clusters Score -4635053 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4635080.500000 Penalty: 1018.148132
	Iteration 41Q: 3 clusters Score -4635080 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4635127.000000 Penalty: 1018.148132
	Iteration 42Q: 3 clusters Score -4635127 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4635145.500000 Penalty: 1018.148132
	Iteration 43Q: 3 clusters Score -4635146 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4635173.500000 Penalty: 1018.148132
	Iteration 44Q: 3 clusters Score -4635174 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4635228.500000 Penalty: 1018.148132
	Iteration 45Q: 3 clusters Score -4635228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4635263.500000 Penalty: 1018.148132
	Iteration 46Q: 3 clusters Score -4635264 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4635310.000000 Penalty: 1018.148132
	Iteration 47Q: 3 clusters Score -4635310 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4635339.500000 Penalty: 1018.148132
	Iteration 48Q: 3 clusters Score -4635340 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4635383.000000 Penalty: 1018.148132
	Iteration 49Q: 3 clusters Score -4635383 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4635437.000000 Penalty: 1018.148132
	Iteration 50Q: 3 clusters Score -4635437 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4635478.500000 Penalty: 1018.148132
	Iteration 51Q: 3 clusters Score -4635478 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4635528.500000 Penalty: 1018.148132
	Iteration 52Q: 3 clusters Score -4635528 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4635599.500000 Penalty: 1018.148132
	Iteration 53Q: 3 clusters Score -4635600 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4635669.500000 Penalty: 1018.148132
	Iteration 54Q: 3 clusters Score -4635670 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4635745.500000 Penalty: 1018.148132
	Iteration 55Q: 3 clusters Score -4635746 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4635841.500000 Penalty: 1018.148132
	Iteration 56Q: 3 clusters Score -4635842 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4635915.500000 Penalty: 1018.148132
	Iteration 57Q: 3 clusters Score -4635916 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4635985.500000 Penalty: 1018.148132
	Iteration 58Q: 3 clusters Score -4635986 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4636089.000000 Penalty: 1018.148132
	Iteration 59Q: 3 clusters Score -4636089 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4636170.500000 Penalty: 1018.148132
	Iteration 60F: 3 clusters Score -4636170 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4636307.000000 Penalty: 1018.148132
	Iteration 61Q: 3 clusters Score -4636307 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4636400.500000 Penalty: 1018.148132
	Iteration 62Q: 3 clusters Score -4636400 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4636487.500000 Penalty: 1018.148132
	Iteration 63Q: 3 clusters Score -4636488 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4636563.000000 Penalty: 1018.148132
	Iteration 64Q: 3 clusters Score -4636563 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4636643.000000 Penalty: 1018.148132
	Iteration 65Q: 3 clusters Score -4636643 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4636743.000000 Penalty: 1018.148132
	Iteration 66Q: 3 clusters Score -4636743 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4636832.000000 Penalty: 1018.148132
	Iteration 67Q: 3 clusters Score -4636832 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4636887.500000 Penalty: 1018.148132
	Iteration 68Q: 3 clusters Score -4636888 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4636918.500000 Penalty: 1018.148132
	Iteration 69Q: 3 clusters Score -4636918 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4636961.000000 Penalty: 1018.148132
	Iteration 70Q: 3 clusters Score -4636961 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4636993.000000 Penalty: 1018.148132
	Iteration 71Q: 3 clusters Score -4636993 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4637054.500000 Penalty: 1018.148132
	Iteration 72Q: 3 clusters Score -4637054 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4637083.500000 Penalty: 1018.148132
	Iteration 73Q: 3 clusters Score -4637084 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4637132.500000 Penalty: 1018.148132
	Iteration 74Q: 3 clusters Score -4637132 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4637194.000000 Penalty: 1018.148132
	Iteration 75Q: 3 clusters Score -4637194 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -4637242.000000 Penalty: 1018.148132
	Iteration 76Q: 3 clusters Score -4637242 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4637255.000000 Penalty: 1018.148132
	Iteration 77Q: 3 clusters Score -4637255 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4637280.000000 Penalty: 1018.148132
	Iteration 78Q: 3 clusters Score -4637280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4637313.500000 Penalty: 1018.148132
	Iteration 79Q: 3 clusters Score -4637314 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4637325.500000 Penalty: 1018.148132
	Iteration 80F: 3 clusters Score -4637326 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4637347.000000 Penalty: 1018.148132
	Iteration 81Q: 3 clusters Score -4637347 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4637381.500000 Penalty: 1018.148132
	Iteration 82Q: 3 clusters Score -4637382 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4637397.500000 Penalty: 1018.148132
	Iteration 83Q: 3 clusters Score -4637398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4637412.500000 Penalty: 1018.148132
	Iteration 84Q: 3 clusters Score -4637412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4637406.000000 Penalty: 1018.148132
	Iteration 85Q: 3 clusters Score -4637406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4637443.000000 Penalty: 1018.148132
	Iteration 86Q: 3 clusters Score -4637443 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4637445.500000 Penalty: 1018.148132
	Iteration 87Q: 3 clusters Score -4637446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4637431.000000 Penalty: 1018.148132
	Iteration 88Q: 3 clusters Score -4637431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4637427.500000 Penalty: 1018.148132
	Iteration 89Q: 3 clusters Score -4637428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -4637412.000000 Penalty: 1018.148132
	Iteration 90Q: 3 clusters Score -4637412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -4637392.000000 Penalty: 1018.148132
	Iteration 91Q: 3 clusters Score -4637392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4637403.500000 Penalty: 1018.148132
	Iteration 92Q: 3 clusters Score -4637404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4637418.500000 Penalty: 1018.148132
	Iteration 93Q: 3 clusters Score -4637418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4637434.500000 Penalty: 1018.148132
	Iteration 94Q: 3 clusters Score -4637434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4637443.500000 Penalty: 1018.148132
	Iteration 95Q: 3 clusters Score -4637444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4637447.000000 Penalty: 1018.148132
	Iteration 96Q: 3 clusters Score -4637447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4637456.500000 Penalty: 1018.148132
	Iteration 97Q: 3 clusters Score -4637456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4637468.500000 Penalty: 1018.148132
	Iteration 98Q: 3 clusters Score -4637468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4637458.000000 Penalty: 1018.148132
	Iteration 99Q: 3 clusters Score -4637458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4637478.000000 Penalty: 1018.148132
	Iteration 100F: 3 clusters Score -4637478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4637489.000000 Penalty: 1018.148132
	Iteration 101Q: 3 clusters Score -4637489 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4637481.500000 Penalty: 1018.148132
	Iteration 102Q: 3 clusters Score -4637482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4637469.000000 Penalty: 1018.148132
	Iteration 103Q: 3 clusters Score -4637469 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -4637453.500000 Penalty: 1018.148132
	Iteration 104Q: 3 clusters Score -4637454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4637447.000000 Penalty: 1018.148132
	Iteration 105Q: 3 clusters Score -4637447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4637452.500000 Penalty: 1018.148132
	Iteration 106Q: 3 clusters Score -4637452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -4637458.500000 Penalty: 1018.148132
	Iteration 107Q: 3 clusters Score -4637458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4637446.500000 Penalty: 1018.148132
	Iteration 108Q: 3 clusters Score -4637446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4637445.500000 Penalty: 1018.148132
	Iteration 109Q: 3 clusters Score -4637446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4637436.000000 Penalty: 1018.148132
	Iteration 110Q: 3 clusters Score -4637436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4637431.000000 Penalty: 1018.148132
	Iteration 111Q: 3 clusters Score -4637431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4637444.000000 Penalty: 1018.148132
	Iteration 112Q: 3 clusters Score -4637444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4637436.500000 Penalty: 1018.148132
	Iteration 113Q: 3 clusters Score -4637436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -4637441.500000 Penalty: 1018.148132
	Iteration 114Q: 3 clusters Score -4637442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4637437.500000 Penalty: 1018.148132
	Iteration 115Q: 3 clusters Score -4637438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -4637452.000000 Penalty: 1018.148132
	Iteration 116Q: 3 clusters Score -4637452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4637444.000000 Penalty: 1018.148132
	Iteration 117Q: 3 clusters Score -4637444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -4637432.500000 Penalty: 1018.148132
	Iteration 118Q: 3 clusters Score -4637432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4637436.500000 Penalty: 1018.148132
	Iteration 119Q: 3 clusters Score -4637436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4637427.000000 Penalty: 1018.148132
	Iteration 120F: 3 clusters Score -4637427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4637422.000000 Penalty: 1018.148132
	Iteration 121Q: 3 clusters Score -4637422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4637408.000000 Penalty: 1018.148132
	Iteration 122Q: 3 clusters Score -4637408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4637420.500000 Penalty: 1018.148132
	Iteration 123Q: 3 clusters Score -4637420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4637417.500000 Penalty: 1018.148132
	Iteration 124Q: 3 clusters Score -4637418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4637408.000000 Penalty: 1018.148132
	Iteration 125Q: 3 clusters Score -4637408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4637400.500000 Penalty: 1018.148132
	Iteration 126Q: 3 clusters Score -4637400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4637393.500000 Penalty: 1018.148132
	Iteration 127Q: 3 clusters Score -4637394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4637398.000000 Penalty: 1018.148132
	Iteration 128Q: 3 clusters Score -4637398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4637394.500000 Penalty: 1018.148132
	Iteration 129Q: 3 clusters Score -4637394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4637394.500000 Penalty: 1018.148132
	Iteration 130Q: 3 clusters Score -4637394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -4637398.500000 Penalty: 1018.148132
	Iteration 131Q: 3 clusters Score -4637398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4637391.500000 Penalty: 1018.148132
	Iteration 132Q: 3 clusters Score -4637392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -4637399.500000 Penalty: 1018.148132
	Iteration 133Q: 3 clusters Score -4637400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4637394.000000 Penalty: 1018.148132
	Iteration 134Q: 3 clusters Score -4637394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -4637394.000000 Penalty: 1018.148132
	Iteration 135Q: 3 clusters Score -4637394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4637393.000000 Penalty: 1018.148132
	Iteration 136Q: 3 clusters Score -4637393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4637390.000000 Penalty: 1018.148132
	Iteration 137Q: 3 clusters Score -4637390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4637399.500000 Penalty: 1018.148132
	Iteration 138Q: 3 clusters Score -4637400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4637394.500000 Penalty: 1018.148132
	Iteration 139Q: 3 clusters Score -4637394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4637393.500000 Penalty: 1018.148132
	Iteration 140F: 3 clusters Score -4637394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4637393.500000 Penalty: 1018.148132
	Iteration 141Q: 3 clusters Score -4637394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4637394.500000 Penalty: 1018.148132
	Iteration 142Q: 3 clusters Score -4637394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4637392.500000 Penalty: 1018.148132
	Iteration 143Q: 3 clusters Score -4637392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4637397.000000 Penalty: 1018.148132
	Iteration 144Q: 3 clusters Score -4637397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4637397.000000 Penalty: 1018.148132
	Iteration 145F: 3 clusters Score -4637397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43919 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 121995 members 
Mstep: Class 22 contains 28371 members 
Entering Unmasked Estep 
Score: -42150888.000000 Penalty: 13467.609375
Splitting cluster 18 changes total score from -42119424.000000 to -42150888.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (121995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121995 members 
Entering Unmasked Estep 
Score: -7591833.000000 Penalty: 532.883972
	Iteration 0F: 2 clusters Score -7591833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -7526186.000000 Penalty: 1065.767944
	Iteration 0F: 3 clusters Score -7526186 nChanged 59910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -7567531.500000 Penalty: 1065.767944
	Iteration 1F: 3 clusters Score -7567532 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -7573559 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -7581367.000000 Penalty: 1065.767944
	Iteration 3F: 3 clusters Score -7581367 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7586865.000000 Penalty: 1065.767944
	Iteration 4F: 3 clusters Score -7586865 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -7589164.000000 Penalty: 1065.767944
	Iteration 5Q: 3 clusters Score -7589164 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7589598.000000 Penalty: 1065.767944
	Iteration 6Q: 3 clusters Score -7589598 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -7589858.000000 Penalty: 1065.767944
	Iteration 7Q: 3 clusters Score -7589858 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -7590088.500000 Penalty: 1065.767944
	Iteration 8Q: 3 clusters Score -7590088 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7590232.000000 Penalty: 1065.767944
	Iteration 9Q: 3 clusters Score -7590232 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7590952.000000 Penalty: 1065.767944
	Iteration 10Q: 3 clusters Score -7590952 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -7591701.500000 Penalty: 1065.767944
	Iteration 11Q: 3 clusters Score -7591702 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -7592272.500000 Penalty: 1065.767944
	Iteration 12Q: 3 clusters Score -7592272 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -7592696.000000 Penalty: 1065.767944
	Iteration 13Q: 3 clusters Score -7592696 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -7593009.500000 Penalty: 1065.767944
	Iteration 14Q: 3 clusters Score -7593010 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -7593373.000000 Penalty: 1065.767944
	Iteration 15Q: 3 clusters Score -7593373 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -7593730.000000 Penalty: 1065.767944
	Iteration 16Q: 3 clusters Score -7593730 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -7594153.000000 Penalty: 1065.767944
	Iteration 17Q: 3 clusters Score -7594153 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -7594402.500000 Penalty: 1065.767944
	Iteration 18Q: 3 clusters Score -7594402 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -7594661.500000 Penalty: 1065.767944
	Iteration 19Q: 3 clusters Score -7594662 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -7594900.000000 Penalty: 1065.767944
	Iteration 20F: 3 clusters Score -7594900 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -7595162.000000 Penalty: 1065.767944
	Iteration 21Q: 3 clusters Score -7595162 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -7595291.500000 Penalty: 1065.767944
	Iteration 22Q: 3 clusters Score -7595292 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -7595486.000000 Penalty: 1065.767944
	Iteration 23Q: 3 clusters Score -7595486 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -7595726.000000 Penalty: 1065.767944
	Iteration 24Q: 3 clusters Score -7595726 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -7595896.000000 Penalty: 1065.767944
	Iteration 25Q: 3 clusters Score -7595896 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -7596047.000000 Penalty: 1065.767944
	Iteration 26Q: 3 clusters Score -7596047 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -7596165.500000 Penalty: 1065.767944
	Iteration 27Q: 3 clusters Score -7596166 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -7596309.500000 Penalty: 1065.767944
	Iteration 28Q: 3 clusters Score -7596310 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -7596452.000000 Penalty: 1065.767944
	Iteration 29Q: 3 clusters Score -7596452 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -7596557.500000 Penalty: 1065.767944
	Iteration 30Q: 3 clusters Score -7596558 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -7596591.500000 Penalty: 1065.767944
	Iteration 31Q: 3 clusters Score -7596592 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -7596594.500000 Penalty: 1065.767944
	Iteration 32Q: 3 clusters Score -7596594 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -7596696.000000 Penalty: 1065.767944
	Iteration 33Q: 3 clusters Score -7596696 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -7596688.000000 Penalty: 1065.767944
	Iteration 34Q: 3 clusters Score -7596688 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -7596707.500000 Penalty: 1065.767944
	Iteration 35Q: 3 clusters Score -7596708 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -7596762.500000 Penalty: 1065.767944
	Iteration 36Q: 3 clusters Score -7596762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7596721.000000 Penalty: 1065.767944
	Iteration 37Q: 3 clusters Score -7596721 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7596753.000000 Penalty: 1065.767944
	Iteration 38Q: 3 clusters Score -7596753 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7596809.500000 Penalty: 1065.767944
	Iteration 39Q: 3 clusters Score -7596810 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -7596797.000000 Penalty: 1065.767944
	Iteration 40F: 3 clusters Score -7596797 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7596803.000000 Penalty: 1065.767944
	Iteration 41Q: 3 clusters Score -7596803 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -7596805.500000 Penalty: 1065.767944
	Iteration 42Q: 3 clusters Score -7596806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -7596851.000000 Penalty: 1065.767944
	Iteration 43Q: 3 clusters Score -7596851 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7596898.500000 Penalty: 1065.767944
	Iteration 44Q: 3 clusters Score -7596898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7596896.500000 Penalty: 1065.767944
	Iteration 45Q: 3 clusters Score -7596896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -7596890.000000 Penalty: 1065.767944
	Iteration 46Q: 3 clusters Score -7596890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7596865.500000 Penalty: 1065.767944
	Iteration 47Q: 3 clusters Score -7596866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7596833.500000 Penalty: 1065.767944
	Iteration 48Q: 3 clusters Score -7596834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7596810.000000 Penalty: 1065.767944
	Iteration 49Q: 3 clusters Score -7596810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7596774.500000 Penalty: 1065.767944
	Iteration 50Q: 3 clusters Score -7596774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7596796.500000 Penalty: 1065.767944
	Iteration 51Q: 3 clusters Score -7596796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7596771.500000 Penalty: 1065.767944
	Iteration 52Q: 3 clusters Score -7596772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -7596778.000000 Penalty: 1065.767944
	Iteration 53Q: 3 clusters Score -7596778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7596817.500000 Penalty: 1065.767944
	Iteration 54Q: 3 clusters Score -7596818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7596789.000000 Penalty: 1065.767944
	Iteration 55Q: 3 clusters Score -7596789 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7596783.500000 Penalty: 1065.767944
	Iteration 56Q: 3 clusters Score -7596784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7596813.000000 Penalty: 1065.767944
	Iteration 57Q: 3 clusters Score -7596813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -7596825.000000 Penalty: 1065.767944
	Iteration 58Q: 3 clusters Score -7596825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -7596823.500000 Penalty: 1065.767944
	Iteration 59Q: 3 clusters Score -7596824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -7596841.000000 Penalty: 1065.767944
	Iteration 60F: 3 clusters Score -7596841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7596851.500000 Penalty: 1065.767944
	Iteration 61Q: 3 clusters Score -7596852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7596845.500000 Penalty: 1065.767944
	Iteration 62Q: 3 clusters Score -7596846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7596853.500000 Penalty: 1065.767944
	Iteration 63Q: 3 clusters Score -7596854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7596847.500000 Penalty: 1065.767944
	Iteration 64Q: 3 clusters Score -7596848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -7596840.500000 Penalty: 1065.767944
	Iteration 65Q: 3 clusters Score -7596840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7596839.000000 Penalty: 1065.767944
	Iteration 66Q: 3 clusters Score -7596839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7596839.000000 Penalty: 1065.767944
	Iteration 67Q: 3 clusters Score -7596839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7596844.000000 Penalty: 1065.767944
	Iteration 68Q: 3 clusters Score -7596844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7596823.000000 Penalty: 1065.767944
	Iteration 69Q: 3 clusters Score -7596823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -7596828.500000 Penalty: 1065.767944
	Iteration 70Q: 3 clusters Score -7596828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7596818.000000 Penalty: 1065.767944
	Iteration 71Q: 3 clusters Score -7596818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -7596820.500000 Penalty: 1065.767944
	Iteration 72Q: 3 clusters Score -7596820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7596835.000000 Penalty: 1065.767944
	Iteration 73Q: 3 clusters Score -7596835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -7596832.000000 Penalty: 1065.767944
	Iteration 74Q: 3 clusters Score -7596832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7596833.500000 Penalty: 1065.767944
	Iteration 75Q: 3 clusters Score -7596834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7596828.000000 Penalty: 1065.767944
	Iteration 76Q: 3 clusters Score -7596828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -7596823.500000 Penalty: 1065.767944
	Iteration 77Q: 3 clusters Score -7596824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7596811.000000 Penalty: 1065.767944
	Iteration 78Q: 3 clusters Score -7596811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7596809.000000 Penalty: 1065.767944
	Iteration 79Q: 3 clusters Score -7596809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -7596790.500000 Penalty: 1065.767944
	Iteration 80F: 3 clusters Score -7596790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -7596786.000000 Penalty: 1065.767944
	Iteration 81Q: 3 clusters Score -7596786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7596783.000000 Penalty: 1065.767944
	Iteration 82Q: 3 clusters Score -7596783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7596784.000000 Penalty: 1065.767944
	Iteration 83Q: 3 clusters Score -7596784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7596787.000000 Penalty: 1065.767944
	Iteration 84Q: 3 clusters Score -7596787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -7596785.500000 Penalty: 1065.767944
	Iteration 85Q: 3 clusters Score -7596786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7596793.500000 Penalty: 1065.767944
	Iteration 86Q: 3 clusters Score -7596794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7596794.000000 Penalty: 1065.767944
	Iteration 87Q: 3 clusters Score -7596794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7596790.500000 Penalty: 1065.767944
	Iteration 88Q: 3 clusters Score -7596790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7596787.000000 Penalty: 1065.767944
	Iteration 89Q: 3 clusters Score -7596787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -7596788.500000 Penalty: 1065.767944
	Iteration 90Q: 3 clusters Score -7596788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -7596782.000000 Penalty: 1065.767944
	Iteration 91Q: 3 clusters Score -7596782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7596778.000000 Penalty: 1065.767944
	Iteration 92Q: 3 clusters Score -7596778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -7596769.000000 Penalty: 1065.767944
	Iteration 93Q: 3 clusters Score -7596769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -7596762.500000 Penalty: 1065.767944
	Iteration 94Q: 3 clusters Score -7596762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -7596764.500000 Penalty: 1065.767944
	Iteration 95Q: 3 clusters Score -7596764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7596757.000000 Penalty: 1065.767944
	Iteration 96Q: 3 clusters Score -7596757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7596764.000000 Penalty: 1065.767944
	Iteration 97Q: 3 clusters Score -7596764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7596757.500000 Penalty: 1065.767944
	Iteration 98Q: 3 clusters Score -7596758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7596752.000000 Penalty: 1065.767944
	Iteration 99Q: 3 clusters Score -7596752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7596756.000000 Penalty: 1065.767944
	Iteration 100F: 3 clusters Score -7596756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7596748.000000 Penalty: 1065.767944
	Iteration 101Q: 3 clusters Score -7596748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -7596732.000000 Penalty: 1065.767944
	Iteration 102Q: 3 clusters Score -7596732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7596739.000000 Penalty: 1065.767944
	Iteration 103Q: 3 clusters Score -7596739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7596739.000000 Penalty: 1065.767944
	Iteration 104Q: 3 clusters Score -7596739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -7596739.500000 Penalty: 1065.767944
	Iteration 105Q: 3 clusters Score -7596740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7596743.500000 Penalty: 1065.767944
	Iteration 106Q: 3 clusters Score -7596744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7596743.500000 Penalty: 1065.767944
	Iteration 107F: 3 clusters Score -7596744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43919 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 81876 members 
Mstep: Class 22 contains 28371 members 
Mstep: Class 23 contains 40119 members 
Entering Unmasked Estep 
Score: -42155980.000000 Penalty: 14079.773438
Splitting cluster 21 changes total score from -42119424.000000 to -42155980.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 89762 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43919 members 
Mstep: Class 21 contains 81876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170980.000000 Penalty: 14079.773438
Iteration 39Q: 24 clusters Score -4.217098e+07 nChanged 28174
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 25900 members 
Mstep: Class 6 contains 95329 members 
Mstep: Class 7 contains 89947 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 28723 members 
Mstep: Class 12 contains 32715 members 
Mstep: Class 13 contains 40197 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 12785 members 
Mstep: Class 16 contains 26970 members 
Mstep: Class 17 contains 474 members 
Mstep: Class 18 contains 43564 members 
Mstep: Class 19 contains 39417 members 
Mstep: Class 20 contains 3985 members 
Mstep: Class 21 contains 86510 members 
Mstep: Class 22 contains 28416 members 
Mstep: Class 23 contains 38837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176152.000000 Penalty: 14079.773438
Iteration 40F: 24 clusters Score -4.217615e+07 nChanged 21943
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 27148 members 
Mstep: Class 6 contains 95452 members 
Mstep: Class 7 contains 88299 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 28835 members 
Mstep: Class 12 contains 33060 members 
Mstep: Class 13 contains 40160 members 
Mstep: Class 14 contains 5765 members 
Mstep: Class 15 contains 12505 members 
Mstep: Class 16 contains 27167 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 43350 members 
Mstep: Class 19 contains 40490 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 87806 members 
Mstep: Class 22 contains 28655 members 
Mstep: Class 23 contains 39583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182924.000000 Penalty: 14079.773438
Iteration 41Q: 24 clusters Score -4.218292e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 3754 members 
Mstep: Class 5 contains 28192 members 
Mstep: Class 6 contains 95297 members 
Mstep: Class 7 contains 87215 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 2070 members 
Mstep: Class 11 contains 29121 members 
Mstep: Class 12 contains 33527 members 
Mstep: Class 13 contains 40196 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 15 contains 12193 members 
Mstep: Class 16 contains 27356 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 43400 members 
Mstep: Class 19 contains 41069 members 
Mstep: Class 20 contains 4031 members 
Mstep: Class 21 contains 88618 members 
Mstep: Class 22 contains 28696 members 
Mstep: Class 23 contains 40185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187424.000000 Penalty: 14079.773438
Iteration 42Q: 24 clusters Score -4.218742e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 29131 members 
Mstep: Class 6 contains 95018 members 
Mstep: Class 7 contains 86127 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 29406 members 
Mstep: Class 12 contains 34058 members 
Mstep: Class 13 contains 40238 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 27468 members 
Mstep: Class 17 contains 475 members 
Mstep: Class 18 contains 43561 members 
Mstep: Class 19 contains 41481 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 88965 members 
Mstep: Class 22 contains 28649 members 
Mstep: Class 23 contains 40881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190508.000000 Penalty: 14079.773438
Iteration 43Q: 24 clusters Score -4.219051e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 29923 members 
Mstep: Class 6 contains 94761 members 
Mstep: Class 7 contains 85072 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 29606 members 
Mstep: Class 12 contains 34652 members 
Mstep: Class 13 contains 40295 members 
Mstep: Class 14 contains 5437 members 
Mstep: Class 15 contains 11524 members 
Mstep: Class 16 contains 27489 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 43706 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 4031 members 
Mstep: Class 21 contains 89011 members 
Mstep: Class 22 contains 28594 members 
Mstep: Class 23 contains 41652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192980.000000 Penalty: 14079.773438
Iteration 44Q: 24 clusters Score -4.219298e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 702 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 30637 members 
Mstep: Class 6 contains 94514 members 
Mstep: Class 7 contains 84162 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 12 contains 35280 members 
Mstep: Class 13 contains 40370 members 
Mstep: Class 14 contains 5309 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 16 contains 27525 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 42048 members 
Mstep: Class 20 contains 4036 members 
Mstep: Class 21 contains 88592 members 
Mstep: Class 22 contains 28543 members 
Mstep: Class 23 contains 42401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195212.000000 Penalty: 14079.773438
Iteration 45Q: 24 clusters Score -4.219521e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 31343 members 
Mstep: Class 6 contains 94384 members 
Mstep: Class 7 contains 83323 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 30029 members 
Mstep: Class 12 contains 35897 members 
Mstep: Class 13 contains 40446 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 10922 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 43890 members 
Mstep: Class 19 contains 42269 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 88000 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 43043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197020.000000 Penalty: 14079.773438
Iteration 46Q: 24 clusters Score -4.219702e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 31948 members 
Mstep: Class 6 contains 94294 members 
Mstep: Class 7 contains 82609 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 30257 members 
Mstep: Class 12 contains 36520 members 
Mstep: Class 13 contains 40522 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 10644 members 
Mstep: Class 16 contains 27455 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 42478 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 87222 members 
Mstep: Class 22 contains 28482 members 
Mstep: Class 23 contains 43677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198884.000000 Penalty: 14079.773438
Iteration 47Q: 24 clusters Score -4.219888e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 678 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 32456 members 
Mstep: Class 6 contains 94179 members 
Mstep: Class 7 contains 81901 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 37227 members 
Mstep: Class 13 contains 40606 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 10369 members 
Mstep: Class 16 contains 27374 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 43955 members 
Mstep: Class 19 contains 42681 members 
Mstep: Class 20 contains 3983 members 
Mstep: Class 21 contains 86514 members 
Mstep: Class 22 contains 28492 members 
Mstep: Class 23 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200648.000000 Penalty: 14079.773438
Iteration 48Q: 24 clusters Score -4.220065e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 2948 members 
Mstep: Class 5 contains 32877 members 
Mstep: Class 6 contains 94078 members 
Mstep: Class 7 contains 81412 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 30519 members 
Mstep: Class 12 contains 37851 members 
Mstep: Class 13 contains 40683 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 10134 members 
Mstep: Class 16 contains 27277 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 43964 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 85789 members 
Mstep: Class 22 contains 28491 members 
Mstep: Class 23 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201868.000000 Penalty: 14079.773438
Iteration 49Q: 24 clusters Score -4.220187e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 93985 members 
Mstep: Class 7 contains 81088 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 30648 members 
Mstep: Class 12 contains 38404 members 
Mstep: Class 13 contains 40746 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 9922 members 
Mstep: Class 16 contains 27191 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 43958 members 
Mstep: Class 19 contains 43026 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 85130 members 
Mstep: Class 22 contains 28506 members 
Mstep: Class 23 contains 45282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203096.000000 Penalty: 14079.773438
Iteration 50Q: 24 clusters Score -4.22031e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 33566 members 
Mstep: Class 6 contains 93847 members 
Mstep: Class 7 contains 80839 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 30771 members 
Mstep: Class 12 contains 38919 members 
Mstep: Class 13 contains 40818 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 27085 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 43922 members 
Mstep: Class 19 contains 43189 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 84631 members 
Mstep: Class 22 contains 28525 members 
Mstep: Class 23 contains 45644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204348.000000 Penalty: 14079.773438
Iteration 51Q: 24 clusters Score -4.220435e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 33849 members 
Mstep: Class 6 contains 93674 members 
Mstep: Class 7 contains 80667 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 2875 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 39367 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 9599 members 
Mstep: Class 16 contains 26991 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 43881 members 
Mstep: Class 19 contains 43327 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 84278 members 
Mstep: Class 22 contains 28537 members 
Mstep: Class 23 contains 45946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42205712.000000 Penalty: 14079.773438
Iteration 52Q: 24 clusters Score -4.220571e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 3451 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 34125 members 
Mstep: Class 6 contains 93494 members 
Mstep: Class 7 contains 80461 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 31016 members 
Mstep: Class 12 contains 39795 members 
Mstep: Class 13 contains 40913 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 26907 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 43843 members 
Mstep: Class 19 contains 43433 members 
Mstep: Class 20 contains 3865 members 
Mstep: Class 21 contains 84092 members 
Mstep: Class 22 contains 28528 members 
Mstep: Class 23 contains 46171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42206612.000000 Penalty: 14079.773438
Iteration 53Q: 24 clusters Score -4.220661e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 3612 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 93263 members 
Mstep: Class 7 contains 80380 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 31157 members 
Mstep: Class 12 contains 40075 members 
Mstep: Class 13 contains 40950 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 26824 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 43542 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 83997 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 46380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207552.000000 Penalty: 14079.773438
Iteration 54Q: 24 clusters Score -4.220755e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 3793 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 34527 members 
Mstep: Class 6 contains 93040 members 
Mstep: Class 7 contains 80430 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 31266 members 
Mstep: Class 12 contains 40281 members 
Mstep: Class 13 contains 40979 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 26752 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 43780 members 
Mstep: Class 19 contains 43626 members 
Mstep: Class 20 contains 3825 members 
Mstep: Class 21 contains 84002 members 
Mstep: Class 22 contains 28502 members 
Mstep: Class 23 contains 46538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42208440.000000 Penalty: 14079.773438
Iteration 55Q: 24 clusters Score -4.220844e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 34662 members 
Mstep: Class 6 contains 92802 members 
Mstep: Class 7 contains 80527 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 40443 members 
Mstep: Class 13 contains 41021 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 9103 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 43754 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 3796 members 
Mstep: Class 21 contains 83991 members 
Mstep: Class 22 contains 28484 members 
Mstep: Class 23 contains 46732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42208912.000000 Penalty: 14079.773438
Iteration 56Q: 24 clusters Score -4.220891e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 34790 members 
Mstep: Class 6 contains 92523 members 
Mstep: Class 7 contains 80723 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 3198 members 
Mstep: Class 11 contains 31538 members 
Mstep: Class 12 contains 40539 members 
Mstep: Class 13 contains 41058 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 9000 members 
Mstep: Class 16 contains 26602 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 43753 members 
Mstep: Class 19 contains 43747 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 84007 members 
Mstep: Class 22 contains 28442 members 
Mstep: Class 23 contains 46944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209320.000000 Penalty: 14079.773438
Iteration 57Q: 24 clusters Score -4.220932e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 34846 members 
Mstep: Class 6 contains 92294 members 
Mstep: Class 7 contains 80936 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 3268 members 
Mstep: Class 11 contains 31639 members 
Mstep: Class 12 contains 40636 members 
Mstep: Class 13 contains 41094 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 43734 members 
Mstep: Class 19 contains 43799 members 
Mstep: Class 20 contains 3765 members 
Mstep: Class 21 contains 84067 members 
Mstep: Class 22 contains 28415 members 
Mstep: Class 23 contains 47184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209816.000000 Penalty: 14079.773438
Iteration 58Q: 24 clusters Score -4.220982e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 34842 members 
Mstep: Class 6 contains 92057 members 
Mstep: Class 7 contains 81240 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 31704 members 
Mstep: Class 12 contains 40728 members 
Mstep: Class 13 contains 41118 members 
Mstep: Class 14 contains 3755 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 26475 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 43733 members 
Mstep: Class 19 contains 43828 members 
Mstep: Class 20 contains 3753 members 
Mstep: Class 21 contains 84065 members 
Mstep: Class 22 contains 28370 members 
Mstep: Class 23 contains 47473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209980.000000 Penalty: 14079.773438
Iteration 59Q: 24 clusters Score -4.220998e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 34834 members 
Mstep: Class 6 contains 91873 members 
Mstep: Class 7 contains 81476 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 31772 members 
Mstep: Class 12 contains 40797 members 
Mstep: Class 13 contains 41142 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 8685 members 
Mstep: Class 16 contains 26422 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 43736 members 
Mstep: Class 19 contains 43874 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 84114 members 
Mstep: Class 22 contains 28329 members 
Mstep: Class 23 contains 47735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209808.000000 Penalty: 14079.773438
Iteration 60F: 24 clusters Score -4.220981e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 34820 members 
Mstep: Class 6 contains 91666 members 
Mstep: Class 7 contains 81651 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 31847 members 
Mstep: Class 12 contains 40856 members 
Mstep: Class 13 contains 41165 members 
Mstep: Class 14 contains 3612 members 
Mstep: Class 15 contains 8587 members 
Mstep: Class 16 contains 26373 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 43738 members 
Mstep: Class 19 contains 43916 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 84116 members 
Mstep: Class 22 contains 28294 members 
Mstep: Class 23 contains 48038 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -4.221025e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 34791 members 
Mstep: Class 6 contains 91421 members 
Mstep: Class 7 contains 81919 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 31906 members 
Mstep: Class 12 contains 40937 members 
Mstep: Class 13 contains 41191 members 
Mstep: Class 14 contains 3571 members 
Mstep: Class 15 contains 8487 members 
Mstep: Class 16 contains 26322 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43745 members 
Mstep: Class 19 contains 43948 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 84067 members 
Mstep: Class 22 contains 28266 members 
Mstep: Class 23 contains 48337 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -4.221085e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 5 contains 34751 members 
Mstep: Class 6 contains 91154 members 
Mstep: Class 7 contains 82092 members 
Mstep: Class 8 contains 1770 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 31913 members 
Mstep: Class 12 contains 41041 members 
Mstep: Class 13 contains 41227 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 26282 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 43743 members 
Mstep: Class 19 contains 43958 members 
Mstep: Class 20 contains 3667 members 
Mstep: Class 21 contains 84067 members 
Mstep: Class 22 contains 28250 members 
Mstep: Class 23 contains 48648 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -4.22112e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 34734 members 
Mstep: Class 6 contains 90904 members 
Mstep: Class 7 contains 82277 members 
Mstep: Class 8 contains 1771 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 31907 members 
Mstep: Class 12 contains 41131 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 26234 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 43749 members 
Mstep: Class 19 contains 43982 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 84027 members 
Mstep: Class 22 contains 28226 members 
Mstep: Class 23 contains 49011 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -4.221142e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 5794 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 34708 members 
Mstep: Class 6 contains 90649 members 
Mstep: Class 7 contains 82511 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 3714 members 
Mstep: Class 11 contains 31899 members 
Mstep: Class 12 contains 41222 members 
Mstep: Class 13 contains 41274 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 8233 members 
Mstep: Class 16 contains 26200 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 43757 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 83920 members 
Mstep: Class 22 contains 28207 members 
Mstep: Class 23 contains 49433 members 
Entering Unmasked Estep 
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Iteration 65Q: 24 clusters Score -4.221158e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 34692 members 
Mstep: Class 6 contains 90390 members 
Mstep: Class 7 contains 82751 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 31901 members 
Mstep: Class 12 contains 41328 members 
Mstep: Class 13 contains 41304 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 26175 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 43774 members 
Mstep: Class 19 contains 44008 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 83815 members 
Mstep: Class 22 contains 28178 members 
Mstep: Class 23 contains 49834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42211952.000000 Penalty: 14079.773438
Iteration 66Q: 24 clusters Score -4.221195e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 34671 members 
Mstep: Class 6 contains 90194 members 
Mstep: Class 7 contains 82999 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 31897 members 
Mstep: Class 12 contains 41426 members 
Mstep: Class 13 contains 41323 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 8077 members 
Mstep: Class 16 contains 26144 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 43795 members 
Mstep: Class 19 contains 44036 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 83701 members 
Mstep: Class 22 contains 28140 members 
Mstep: Class 23 contains 50227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212336.000000 Penalty: 14079.773438
Iteration 67Q: 24 clusters Score -4.221234e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 34660 members 
Mstep: Class 6 contains 90006 members 
Mstep: Class 7 contains 83216 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 31859 members 
Mstep: Class 12 contains 41513 members 
Mstep: Class 13 contains 41352 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 8003 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 559 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 44082 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 83607 members 
Mstep: Class 22 contains 28104 members 
Mstep: Class 23 contains 50612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212656.000000 Penalty: 14079.773438
Iteration 68Q: 24 clusters Score -4.221266e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 34633 members 
Mstep: Class 6 contains 89810 members 
Mstep: Class 7 contains 83497 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 31888 members 
Mstep: Class 12 contains 41608 members 
Mstep: Class 13 contains 41378 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 7928 members 
Mstep: Class 16 contains 26071 members 
Mstep: Class 17 contains 564 members 
Mstep: Class 18 contains 43842 members 
Mstep: Class 19 contains 44124 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 83503 members 
Mstep: Class 22 contains 28066 members 
Mstep: Class 23 contains 50999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213124.000000 Penalty: 14079.773438
Iteration 69Q: 24 clusters Score -4.221312e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 34592 members 
Mstep: Class 6 contains 89675 members 
Mstep: Class 7 contains 83723 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 31913 members 
Mstep: Class 12 contains 41705 members 
Mstep: Class 13 contains 41410 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 26040 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 43873 members 
Mstep: Class 19 contains 44150 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 83339 members 
Mstep: Class 22 contains 28026 members 
Mstep: Class 23 contains 51389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213664.000000 Penalty: 14079.773438
Iteration 70Q: 24 clusters Score -4.221366e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 34561 members 
Mstep: Class 6 contains 89554 members 
Mstep: Class 7 contains 83972 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 31910 members 
Mstep: Class 12 contains 41794 members 
Mstep: Class 13 contains 41437 members 
Mstep: Class 14 contains 3242 members 
Mstep: Class 15 contains 7812 members 
Mstep: Class 16 contains 26013 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 43880 members 
Mstep: Class 19 contains 44183 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 83238 members 
Mstep: Class 22 contains 27993 members 
Mstep: Class 23 contains 51712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213692.000000 Penalty: 14079.773438
Iteration 71Q: 24 clusters Score -4.221369e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 34548 members 
Mstep: Class 6 contains 89410 members 
Mstep: Class 7 contains 84198 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 3894 members 
Mstep: Class 11 contains 31923 members 
Mstep: Class 12 contains 41893 members 
Mstep: Class 13 contains 41465 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 7773 members 
Mstep: Class 16 contains 25992 members 
Mstep: Class 17 contains 572 members 
Mstep: Class 18 contains 43901 members 
Mstep: Class 19 contains 44204 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 83159 members 
Mstep: Class 22 contains 27947 members 
Mstep: Class 23 contains 52058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213804.000000 Penalty: 14079.773438
Iteration 72Q: 24 clusters Score -4.22138e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 7465 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 34518 members 
Mstep: Class 6 contains 89270 members 
Mstep: Class 7 contains 84441 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 3909 members 
Mstep: Class 11 contains 31905 members 
Mstep: Class 12 contains 41999 members 
Mstep: Class 13 contains 41489 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 7720 members 
Mstep: Class 16 contains 25972 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 43917 members 
Mstep: Class 19 contains 44230 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 83080 members 
Mstep: Class 22 contains 27909 members 
Mstep: Class 23 contains 52413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214212.000000 Penalty: 14079.773438
Iteration 73Q: 24 clusters Score -4.221421e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 34498 members 
Mstep: Class 6 contains 89140 members 
Mstep: Class 7 contains 84639 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 41506 members 
Mstep: Class 14 contains 3176 members 
Mstep: Class 15 contains 7669 members 
Mstep: Class 16 contains 25965 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 43931 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 82993 members 
Mstep: Class 22 contains 27865 members 
Mstep: Class 23 contains 52776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214352.000000 Penalty: 14079.773438
Iteration 74Q: 24 clusters Score -4.221435e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 34486 members 
Mstep: Class 6 contains 88960 members 
Mstep: Class 7 contains 84863 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 31958 members 
Mstep: Class 12 contains 42193 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 7627 members 
Mstep: Class 16 contains 25954 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 43951 members 
Mstep: Class 19 contains 44297 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 82891 members 
Mstep: Class 22 contains 27830 members 
Mstep: Class 23 contains 53139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214372.000000 Penalty: 14079.773438
Iteration 75Q: 24 clusters Score -4.221437e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 597 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 34455 members 
Mstep: Class 6 contains 88771 members 
Mstep: Class 7 contains 85122 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 31994 members 
Mstep: Class 12 contains 42275 members 
Mstep: Class 13 contains 41534 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 7598 members 
Mstep: Class 16 contains 25949 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 43976 members 
Mstep: Class 19 contains 44322 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 82786 members 
Mstep: Class 22 contains 27785 members 
Mstep: Class 23 contains 53550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214596.000000 Penalty: 14079.773438
Iteration 76Q: 24 clusters Score -4.22146e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 34461 members 
Mstep: Class 6 contains 88589 members 
Mstep: Class 7 contains 85421 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 32017 members 
Mstep: Class 12 contains 42359 members 
Mstep: Class 13 contains 41550 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 7567 members 
Mstep: Class 16 contains 25950 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 43994 members 
Mstep: Class 19 contains 44342 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 82711 members 
Mstep: Class 22 contains 27741 members 
Mstep: Class 23 contains 53934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214600.000000 Penalty: 14079.773438
Iteration 77Q: 24 clusters Score -4.22146e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 34457 members 
Mstep: Class 6 contains 88388 members 
Mstep: Class 7 contains 85734 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3962 members 
Mstep: Class 11 contains 32043 members 
Mstep: Class 12 contains 42433 members 
Mstep: Class 13 contains 41563 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 25953 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 44016 members 
Mstep: Class 19 contains 44358 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 82650 members 
Mstep: Class 22 contains 27708 members 
Mstep: Class 23 contains 54335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214940.000000 Penalty: 14079.773438
Iteration 78Q: 24 clusters Score -4.221494e+07 nChanged 2528
Entering ConstructFrom: 
Score: -42214940.000000 Penalty: 14079.773438
Entering ConstructFrom: 
Trying to split cluster 1 (58817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Entering Unmasked Estep 
Score: -3708761.250000 Penalty: 499.689484
	Iteration 0F: 2 clusters Score -3708761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3670017.250000 Penalty: 999.378967
	Iteration 0F: 3 clusters Score -3670017 nChanged 28687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3689000.000000 Penalty: 999.378967
	Iteration 1F: 3 clusters Score -3689000 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3691385.500000 Penalty: 999.378967
	Iteration 2F: 3 clusters Score -3691386 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -3694569.500000 Penalty: 999.378967
	Iteration 3F: 3 clusters Score -3694570 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -3698083.500000 Penalty: 999.378967
	Iteration 4F: 3 clusters Score -3698084 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -3701246.250000 Penalty: 999.378967
	Iteration 5F: 3 clusters Score -3701246 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -3703312.250000 Penalty: 999.378967
	Iteration 6F: 3 clusters Score -3703312 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -3704481.500000 Penalty: 999.378967
	Iteration 7Q: 3 clusters Score -3704482 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -3705120.000000 Penalty: 999.378967
	Iteration 8Q: 3 clusters Score -3705120 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -3705650.500000 Penalty: 999.378967
	Iteration 9Q: 3 clusters Score -3705650 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -3706073.500000 Penalty: 999.378967
	Iteration 10Q: 3 clusters Score -3706074 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -3706465.750000 Penalty: 999.378967
	Iteration 11Q: 3 clusters Score -3706466 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -3706827.000000 Penalty: 999.378967
	Iteration 12Q: 3 clusters Score -3706827 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -3707105.500000 Penalty: 999.378967
	Iteration 13Q: 3 clusters Score -3707106 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -3707372.000000 Penalty: 999.378967
	Iteration 14Q: 3 clusters Score -3707372 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -3707635.000000 Penalty: 999.378967
	Iteration 15Q: 3 clusters Score -3707635 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -3707880.000000 Penalty: 999.378967
	Iteration 16Q: 3 clusters Score -3707880 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -3708124.750000 Penalty: 999.378967
	Iteration 17Q: 3 clusters Score -3708125 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -3708323.000000 Penalty: 999.378967
	Iteration 18Q: 3 clusters Score -3708323 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -3708506.250000 Penalty: 999.378967
	Iteration 19Q: 3 clusters Score -3708506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -3708624.500000 Penalty: 999.378967
	Iteration 20F: 3 clusters Score -3708624 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -3708709.000000 Penalty: 999.378967
	Iteration 21Q: 3 clusters Score -3708709 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -3708772.000000 Penalty: 999.378967
	Iteration 22Q: 3 clusters Score -3708772 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -3708800.750000 Penalty: 999.378967
	Iteration 23Q: 3 clusters Score -3708801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -3708845.500000 Penalty: 999.378967
	Iteration 24Q: 3 clusters Score -3708846 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -3708880.750000 Penalty: 999.378967
	Iteration 25Q: 3 clusters Score -3708881 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -3708897.000000 Penalty: 999.378967
	Iteration 26Q: 3 clusters Score -3708897 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -3708921.000000 Penalty: 999.378967
	Iteration 27Q: 3 clusters Score -3708921 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -3708918.500000 Penalty: 999.378967
	Iteration 28Q: 3 clusters Score -3708918 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -3708915.500000 Penalty: 999.378967
	Iteration 29Q: 3 clusters Score -3708916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -3708918.500000 Penalty: 999.378967
	Iteration 30Q: 3 clusters Score -3708918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -3708911.500000 Penalty: 999.378967
	Iteration 31Q: 3 clusters Score -3708912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -3708911.250000 Penalty: 999.378967
	Iteration 32Q: 3 clusters Score -3708911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -3708924.750000 Penalty: 999.378967
	Iteration 33Q: 3 clusters Score -3708925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -3708933.750000 Penalty: 999.378967
	Iteration 34Q: 3 clusters Score -3708934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -3708957.250000 Penalty: 999.378967
	Iteration 35Q: 3 clusters Score -3708957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -3708956.500000 Penalty: 999.378967
	Iteration 36Q: 3 clusters Score -3708956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -3708960.500000 Penalty: 999.378967
	Iteration 37Q: 3 clusters Score -3708960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -3708968.500000 Penalty: 999.378967
	Iteration 38Q: 3 clusters Score -3708968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -3708988.750000 Penalty: 999.378967
	Iteration 39Q: 3 clusters Score -3708989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -3708985.500000 Penalty: 999.378967
	Iteration 40F: 3 clusters Score -3708986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -3708988.000000 Penalty: 999.378967
	Iteration 41Q: 3 clusters Score -3708988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -3708984.250000 Penalty: 999.378967
	Iteration 42Q: 3 clusters Score -3708984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -3708995.500000 Penalty: 999.378967
	Iteration 43Q: 3 clusters Score -3708996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -3708984.000000 Penalty: 999.378967
	Iteration 44Q: 3 clusters Score -3708984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -3708987.500000 Penalty: 999.378967
	Iteration 45Q: 3 clusters Score -3708988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -3708991.750000 Penalty: 999.378967
	Iteration 46Q: 3 clusters Score -3708992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -3708995.750000 Penalty: 999.378967
	Iteration 47Q: 3 clusters Score -3708996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -3708994.500000 Penalty: 999.378967
	Iteration 48Q: 3 clusters Score -3708994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -3708991.000000 Penalty: 999.378967
	Iteration 49Q: 3 clusters Score -3708991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -3708996.750000 Penalty: 999.378967
	Iteration 50Q: 3 clusters Score -3708997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -3709011.750000 Penalty: 999.378967
	Iteration 51Q: 3 clusters Score -3709012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -3709016.750000 Penalty: 999.378967
	Iteration 52Q: 3 clusters Score -3709017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -3709017.750000 Penalty: 999.378967
	Iteration 53Q: 3 clusters Score -3709018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -3709021.250000 Penalty: 999.378967
	Iteration 54Q: 3 clusters Score -3709021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -3709028.000000 Penalty: 999.378967
	Iteration 55Q: 3 clusters Score -3709028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -3709032.250000 Penalty: 999.378967
	Iteration 56Q: 3 clusters Score -3709032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -3709054.750000 Penalty: 999.378967
	Iteration 57Q: 3 clusters Score -3709055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -3709056.500000 Penalty: 999.378967
	Iteration 58Q: 3 clusters Score -3709056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -3709059.000000 Penalty: 999.378967
	Iteration 59Q: 3 clusters Score -3709059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -3709059.500000 Penalty: 999.378967
	Iteration 60F: 3 clusters Score -3709060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -3709056.500000 Penalty: 999.378967
	Iteration 61Q: 3 clusters Score -3709056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -3709066.000000 Penalty: 999.378967
	Iteration 62Q: 3 clusters Score -3709066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -3709066.000000 Penalty: 999.378967
	Iteration 63Q: 3 clusters Score -3709066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -3709063.750000 Penalty: 999.378967
	Iteration 64Q: 3 clusters Score -3709064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -3709061.750000 Penalty: 999.378967
	Iteration 65Q: 3 clusters Score -3709062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -3709057.250000 Penalty: 999.378967
	Iteration 66Q: 3 clusters Score -3709057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -3709060.750000 Penalty: 999.378967
	Iteration 67Q: 3 clusters Score -3709061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -3709053.750000 Penalty: 999.378967
	Iteration 68Q: 3 clusters Score -3709054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -3709058.000000 Penalty: 999.378967
	Iteration 69Q: 3 clusters Score -3709058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -3709057.500000 Penalty: 999.378967
	Iteration 70Q: 3 clusters Score -3709058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -3709062.250000 Penalty: 999.378967
	Iteration 71Q: 3 clusters Score -3709062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -3709053.500000 Penalty: 999.378967
	Iteration 72Q: 3 clusters Score -3709054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -3709053.750000 Penalty: 999.378967
	Iteration 73Q: 3 clusters Score -3709054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -3709056.500000 Penalty: 999.378967
	Iteration 74Q: 3 clusters Score -3709056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -3709053.500000 Penalty: 999.378967
	Iteration 75Q: 3 clusters Score -3709054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -3709054.000000 Penalty: 999.378967
	Iteration 76Q: 3 clusters Score -3709054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -3709057.000000 Penalty: 999.378967
	Iteration 77Q: 3 clusters Score -3709057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -3709053.000000 Penalty: 999.378967
	Iteration 78Q: 3 clusters Score -3709053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -3709046.750000 Penalty: 999.378967
	Iteration 79Q: 3 clusters Score -3709047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -3709044.000000 Penalty: 999.378967
	Iteration 80F: 3 clusters Score -3709044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -3709046.000000 Penalty: 999.378967
	Iteration 81Q: 3 clusters Score -3709046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -3709051.250000 Penalty: 999.378967
	Iteration 82Q: 3 clusters Score -3709051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -3709050.250000 Penalty: 999.378967
	Iteration 83Q: 3 clusters Score -3709050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -3709057.250000 Penalty: 999.378967
	Iteration 84Q: 3 clusters Score -3709057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -3709056.250000 Penalty: 999.378967
	Iteration 85Q: 3 clusters Score -3709056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -3709056.750000 Penalty: 999.378967
	Iteration 86Q: 3 clusters Score -3709057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -3709055.750000 Penalty: 999.378967
	Iteration 87Q: 3 clusters Score -3709056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -3709054.750000 Penalty: 999.378967
	Iteration 88Q: 3 clusters Score -3709055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -3709052.500000 Penalty: 999.378967
	Iteration 89Q: 3 clusters Score -3709052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -3709051.250000 Penalty: 999.378967
	Iteration 90Q: 3 clusters Score -3709051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -3709050.000000 Penalty: 999.378967
	Iteration 91Q: 3 clusters Score -3709050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -3709051.250000 Penalty: 999.378967
	Iteration 92Q: 3 clusters Score -3709051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -3709051.250000 Penalty: 999.378967
	Iteration 93F: 3 clusters Score -3709051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 581 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 27685 members 
Mstep: Class 23 contains 54759 members 
Mstep: Class 24 contains 56356 members 
Entering Unmasked Estep 
Score: -42214896.000000 Penalty: 14691.937500
Splitting cluster 1 changes total score from -42214940.000000 to -42214896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -505651.468750 Penalty: 411.126556
	Iteration 0F: 2 clusters Score -505651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -500046.843750 Penalty: 822.253113
	Iteration 0F: 3 clusters Score -500046.8 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -502183.250000 Penalty: 822.253113
	Iteration 1F: 3 clusters Score -502183.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -502448.718750 Penalty: 822.253113
	Iteration 2F: 3 clusters Score -502448.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -502788.000000 Penalty: 822.253113
	Iteration 3F: 3 clusters Score -502788 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -503264.437500 Penalty: 822.253113
	Iteration 4F: 3 clusters Score -503264.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -503776.093750 Penalty: 822.253113
	Iteration 5F: 3 clusters Score -503776.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -504176.906250 Penalty: 822.253113
	Iteration 6F: 3 clusters Score -504176.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -504363.531250 Penalty: 822.253113
	Iteration 7Q: 3 clusters Score -504363.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -504441.562500 Penalty: 822.253113
	Iteration 8Q: 3 clusters Score -504441.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -504487.625000 Penalty: 822.253113
	Iteration 9Q: 3 clusters Score -504487.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -504525.468750 Penalty: 822.253113
	Iteration 10Q: 3 clusters Score -504525.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -504561.062500 Penalty: 822.253113
	Iteration 11Q: 3 clusters Score -504561.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -504588.562500 Penalty: 822.253113
	Iteration 12Q: 3 clusters Score -504588.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -504620.843750 Penalty: 822.253113
	Iteration 13Q: 3 clusters Score -504620.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -504660.593750 Penalty: 822.253113
	Iteration 14Q: 3 clusters Score -504660.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -504711.906250 Penalty: 822.253113
	Iteration 15Q: 3 clusters Score -504711.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -504769.906250 Penalty: 822.253113
	Iteration 16Q: 3 clusters Score -504769.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -504828.968750 Penalty: 822.253113
	Iteration 17Q: 3 clusters Score -504829 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -504898.125000 Penalty: 822.253113
	Iteration 18Q: 3 clusters Score -504898.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -504981.812500 Penalty: 822.253113
	Iteration 19Q: 3 clusters Score -504981.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -505062.000000 Penalty: 822.253113
	Iteration 20F: 3 clusters Score -505062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -505148.625000 Penalty: 822.253113
	Iteration 21Q: 3 clusters Score -505148.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -505215.468750 Penalty: 822.253113
	Iteration 22Q: 3 clusters Score -505215.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -505252.312500 Penalty: 822.253113
	Iteration 23Q: 3 clusters Score -505252.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -505276.312500 Penalty: 822.253113
	Iteration 24Q: 3 clusters Score -505276.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -505293.031250 Penalty: 822.253113
	Iteration 25Q: 3 clusters Score -505293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -505307.562500 Penalty: 822.253113
	Iteration 26Q: 3 clusters Score -505307.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -505321.281250 Penalty: 822.253113
	Iteration 27Q: 3 clusters Score -505321.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -505331.187500 Penalty: 822.253113
	Iteration 28Q: 3 clusters Score -505331.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -505342.500000 Penalty: 822.253113
	Iteration 29Q: 3 clusters Score -505342.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -505353.437500 Penalty: 822.253113
	Iteration 30Q: 3 clusters Score -505353.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -505364.656250 Penalty: 822.253113
	Iteration 31Q: 3 clusters Score -505364.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -505374.031250 Penalty: 822.253113
	Iteration 32Q: 3 clusters Score -505374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -505378.687500 Penalty: 822.253113
	Iteration 33Q: 3 clusters Score -505378.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -505380.843750 Penalty: 822.253113
	Iteration 34Q: 3 clusters Score -505380.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -505384.468750 Penalty: 822.253113
	Iteration 35Q: 3 clusters Score -505384.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -505387.531250 Penalty: 822.253113
	Iteration 36Q: 3 clusters Score -505387.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -505390.312500 Penalty: 822.253113
	Iteration 37Q: 3 clusters Score -505390.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -505391.656250 Penalty: 822.253113
	Iteration 38Q: 3 clusters Score -505391.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -505392.843750 Penalty: 822.253113
	Iteration 39Q: 3 clusters Score -505392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -505394.968750 Penalty: 822.253113
	Iteration 40F: 3 clusters Score -505395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -505394.750000 Penalty: 822.253113
	Iteration 41Q: 3 clusters Score -505394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -505397.718750 Penalty: 822.253113
	Iteration 42Q: 3 clusters Score -505397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -505395.906250 Penalty: 822.253113
	Iteration 43Q: 3 clusters Score -505395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -505396.468750 Penalty: 822.253113
	Iteration 44Q: 3 clusters Score -505396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -505396.406250 Penalty: 822.253113
	Iteration 45Q: 3 clusters Score -505396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -505397.718750 Penalty: 822.253113
	Iteration 46Q: 3 clusters Score -505397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -505398.187500 Penalty: 822.253113
	Iteration 47Q: 3 clusters Score -505398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -505398.375000 Penalty: 822.253113
	Iteration 48Q: 3 clusters Score -505398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -505399.625000 Penalty: 822.253113
	Iteration 49Q: 3 clusters Score -505399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -505398.781250 Penalty: 822.253113
	Iteration 50Q: 3 clusters Score -505398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -505398.781250 Penalty: 822.253113
	Iteration 51F: 3 clusters Score -505398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -26536.623047 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -26536.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26089.281250 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -26089.28 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26537.591797 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -26537.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26755.890625 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -26755.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27003.996094 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -27004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27059.593750 Penalty: 579.192322
	Iteration 4F: 3 clusters Score -27059.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27076.652344 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -27076.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27082.718750 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -27082.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27084.623047 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -27084.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27085.562500 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -27085.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27085.898438 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -27085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27089.546875 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -27089.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27099.298828 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -27099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27122.492188 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -27122.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27122.775391 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -27122.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27122.775391 Penalty: 579.192322
	Iteration 14F: 3 clusters Score -27122.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 27685 members 
Mstep: Class 23 contains 54759 members 
Mstep: Class 24 contains 136 members 
Entering Unmasked Estep 
Score: -42215136.000000 Penalty: 14691.937500
Splitting cluster 3 changes total score from -42214940.000000 to -42215136.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -109359.703125 Penalty: 340.945923
	Iteration 0F: 2 clusters Score -109359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -108076.664062 Penalty: 681.891846
	Iteration 0F: 3 clusters Score -108076.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -108496.007812 Penalty: 681.891846
	Iteration 1F: 3 clusters Score -108496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -108599.679688 Penalty: 681.891846
	Iteration 2F: 3 clusters Score -108599.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -108701.015625 Penalty: 681.891846
	Iteration 3F: 3 clusters Score -108701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -108773.265625 Penalty: 681.891846
	Iteration 4F: 3 clusters Score -108773.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -108820.539062 Penalty: 681.891846
	Iteration 5Q: 3 clusters Score -108820.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -108842.906250 Penalty: 681.891846
	Iteration 6Q: 3 clusters Score -108842.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -108859.492188 Penalty: 681.891846
	Iteration 7Q: 3 clusters Score -108859.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -108873.562500 Penalty: 681.891846
	Iteration 8Q: 3 clusters Score -108873.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -108889.023438 Penalty: 681.891846
	Iteration 9Q: 3 clusters Score -108889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108902.945312 Penalty: 681.891846
	Iteration 10Q: 3 clusters Score -108902.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -108910.257812 Penalty: 681.891846
	Iteration 11Q: 3 clusters Score -108910.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -108914.054688 Penalty: 681.891846
	Iteration 12Q: 3 clusters Score -108914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -108915.492188 Penalty: 681.891846
	Iteration 13Q: 3 clusters Score -108915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -108917.523438 Penalty: 681.891846
	Iteration 14Q: 3 clusters Score -108917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108919.171875 Penalty: 681.891846
	Iteration 15Q: 3 clusters Score -108919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108920.078125 Penalty: 681.891846
	Iteration 16Q: 3 clusters Score -108920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108921.265625 Penalty: 681.891846
	Iteration 17Q: 3 clusters Score -108921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108921.562500 Penalty: 681.891846
	Iteration 18Q: 3 clusters Score -108921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -108921.687500 Penalty: 681.891846
	Iteration 19Q: 3 clusters Score -108921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -108922.507812 Penalty: 681.891846
	Iteration 20F: 3 clusters Score -108922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108923.054688 Penalty: 681.891846
	Iteration 21Q: 3 clusters Score -108923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -108923.375000 Penalty: 681.891846
	Iteration 22Q: 3 clusters Score -108923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108923.804688 Penalty: 681.891846
	Iteration 23Q: 3 clusters Score -108923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108924.101562 Penalty: 681.891846
	Iteration 24Q: 3 clusters Score -108924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108924.132812 Penalty: 681.891846
	Iteration 25Q: 3 clusters Score -108924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108924.132812 Penalty: 681.891846
	Iteration 26F: 3 clusters Score -108924.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Entering Unmasked Estep 
Score: -2065323.375000 Penalty: 475.346558
	Iteration 0F: 2 clusters Score -2065323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2042324.750000 Penalty: 950.693115
	Iteration 0F: 3 clusters Score -2042325 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2051744.750000 Penalty: 950.693115
	Iteration 1F: 3 clusters Score -2051745 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2052209.000000 Penalty: 950.693115
	Iteration 2Q: 3 clusters Score -2052209 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2052771.500000 Penalty: 950.693115
	Iteration 3Q: 3 clusters Score -2052772 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2053537.125000 Penalty: 950.693115
	Iteration 4Q: 3 clusters Score -2053537 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2054655.000000 Penalty: 950.693115
	Iteration 5F: 3 clusters Score -2054655 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2056317.000000 Penalty: 950.693115
	Iteration 6F: 3 clusters Score -2056317 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -2058427.875000 Penalty: 950.693115
	Iteration 7F: 3 clusters Score -2058428 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -2060621.750000 Penalty: 950.693115
	Iteration 8F: 3 clusters Score -2060622 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -2062396.875000 Penalty: 950.693115
	Iteration 9F: 3 clusters Score -2062397 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -2063543.875000 Penalty: 950.693115
	Iteration 10Q: 3 clusters Score -2063544 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -2064225.875000 Penalty: 950.693115
	Iteration 11Q: 3 clusters Score -2064226 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -2064554.250000 Penalty: 950.693115
	Iteration 12Q: 3 clusters Score -2064554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -2064713.125000 Penalty: 950.693115
	Iteration 13Q: 3 clusters Score -2064713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -2064789.500000 Penalty: 950.693115
	Iteration 14Q: 3 clusters Score -2064790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -2064831.500000 Penalty: 950.693115
	Iteration 15Q: 3 clusters Score -2064832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -2064855.375000 Penalty: 950.693115
	Iteration 16Q: 3 clusters Score -2064855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -2064874.875000 Penalty: 950.693115
	Iteration 17Q: 3 clusters Score -2064875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2064892.750000 Penalty: 950.693115
	Iteration 18Q: 3 clusters Score -2064893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -2064897.375000 Penalty: 950.693115
	Iteration 19Q: 3 clusters Score -2064897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -2064901.375000 Penalty: 950.693115
	Iteration 20F: 3 clusters Score -2064901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -2064902.875000 Penalty: 950.693115
	Iteration 21Q: 3 clusters Score -2064903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -2064908.000000 Penalty: 950.693115
	Iteration 22Q: 3 clusters Score -2064908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -2064914.625000 Penalty: 950.693115
	Iteration 23Q: 3 clusters Score -2064915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -2064916.750000 Penalty: 950.693115
	Iteration 24Q: 3 clusters Score -2064917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -2064919.750000 Penalty: 950.693115
	Iteration 25Q: 3 clusters Score -2064920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2064923.500000 Penalty: 950.693115
	Iteration 26Q: 3 clusters Score -2064924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2064927.500000 Penalty: 950.693115
	Iteration 27Q: 3 clusters Score -2064928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -2064929.625000 Penalty: 950.693115
	Iteration 28Q: 3 clusters Score -2064930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2064934.625000 Penalty: 950.693115
	Iteration 29Q: 3 clusters Score -2064935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -2064937.250000 Penalty: 950.693115
	Iteration 30Q: 3 clusters Score -2064937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -2064937.250000 Penalty: 950.693115
	Iteration 31F: 3 clusters Score -2064937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Entering Unmasked Estep 
Score: -5483732.000000 Penalty: 518.136841
	Iteration 0F: 2 clusters Score -5483732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5433104.000000 Penalty: 1036.273682
	Iteration 0F: 3 clusters Score -5433104 nChanged 42880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5460458.500000 Penalty: 1036.273682
	Iteration 1F: 3 clusters Score -5460458 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -5463122.000000 Penalty: 1036.273682
	Iteration 2F: 3 clusters Score -5463122 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -5467405.000000 Penalty: 1036.273682
	Iteration 3F: 3 clusters Score -5467405 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5473996.000000 Penalty: 1036.273682
	Iteration 4F: 3 clusters Score -5473996 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -5480188.500000 Penalty: 1036.273682
	Iteration 5F: 3 clusters Score -5480188 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5481941.000000 Penalty: 1036.273682
	Iteration 6F: 3 clusters Score -5481941 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5482573.000000 Penalty: 1036.273682
	Iteration 7Q: 3 clusters Score -5482573 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5483099.500000 Penalty: 1036.273682
	Iteration 8Q: 3 clusters Score -5483100 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5483345.500000 Penalty: 1036.273682
	Iteration 9Q: 3 clusters Score -5483346 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5483340.500000 Penalty: 1036.273682
	Iteration 10Q: 3 clusters Score -5483340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5483396.000000 Penalty: 1036.273682
	Iteration 11Q: 3 clusters Score -5483396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5483435.000000 Penalty: 1036.273682
	Iteration 12Q: 3 clusters Score -5483435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5483430.500000 Penalty: 1036.273682
	Iteration 13Q: 3 clusters Score -5483430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5483415.000000 Penalty: 1036.273682
	Iteration 14Q: 3 clusters Score -5483415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5483446.000000 Penalty: 1036.273682
	Iteration 15Q: 3 clusters Score -5483446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5483451.500000 Penalty: 1036.273682
	Iteration 16Q: 3 clusters Score -5483452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5483442.000000 Penalty: 1036.273682
	Iteration 17Q: 3 clusters Score -5483442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5483443.500000 Penalty: 1036.273682
	Iteration 18Q: 3 clusters Score -5483444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5483465.000000 Penalty: 1036.273682
	Iteration 19Q: 3 clusters Score -5483465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5483457.500000 Penalty: 1036.273682
	Iteration 20F: 3 clusters Score -5483458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5483452.500000 Penalty: 1036.273682
	Iteration 21Q: 3 clusters Score -5483452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5483463.500000 Penalty: 1036.273682
	Iteration 22Q: 3 clusters Score -5483464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5483462.000000 Penalty: 1036.273682
	Iteration 23Q: 3 clusters Score -5483462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5483460.500000 Penalty: 1036.273682
	Iteration 24Q: 3 clusters Score -5483460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5483464.000000 Penalty: 1036.273682
	Iteration 25Q: 3 clusters Score -5483464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5483464.000000 Penalty: 1036.273682
	Iteration 26F: 3 clusters Score -5483464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Entering Unmasked Estep 
Score: -5262588.500000 Penalty: 516.997375
	Iteration 0F: 2 clusters Score -5262588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5205458.500000 Penalty: 1033.994751
	Iteration 0F: 3 clusters Score -5205458 nChanged 42110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5231437.500000 Penalty: 1033.994751
	Iteration 1F: 3 clusters Score -5231438 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5233686.500000 Penalty: 1033.994751
	Iteration 2F: 3 clusters Score -5233686 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5236850.000000 Penalty: 1033.994751
	Iteration 3F: 3 clusters Score -5236850 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -5241273.500000 Penalty: 1033.994751
	Iteration 4F: 3 clusters Score -5241274 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5245916.500000 Penalty: 1033.994751
	Iteration 5F: 3 clusters Score -5245916 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -5248770.500000 Penalty: 1033.994751
	Iteration 6F: 3 clusters Score -5248770 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5249764.000000 Penalty: 1033.994751
	Iteration 7Q: 3 clusters Score -5249764 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5250351.000000 Penalty: 1033.994751
	Iteration 8Q: 3 clusters Score -5250351 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5250883.000000 Penalty: 1033.994751
	Iteration 9Q: 3 clusters Score -5250883 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5251493.500000 Penalty: 1033.994751
	Iteration 10Q: 3 clusters Score -5251494 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -5252290.500000 Penalty: 1033.994751
	Iteration 11Q: 3 clusters Score -5252290 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -5253041.000000 Penalty: 1033.994751
	Iteration 12Q: 3 clusters Score -5253041 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -5253863.500000 Penalty: 1033.994751
	Iteration 13Q: 3 clusters Score -5253864 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -5254716.500000 Penalty: 1033.994751
	Iteration 14Q: 3 clusters Score -5254716 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5255589.500000 Penalty: 1033.994751
	Iteration 15Q: 3 clusters Score -5255590 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5256584.000000 Penalty: 1033.994751
	Iteration 16Q: 3 clusters Score -5256584 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5257570.000000 Penalty: 1033.994751
	Iteration 17Q: 3 clusters Score -5257570 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5258434.500000 Penalty: 1033.994751
	Iteration 18Q: 3 clusters Score -5258434 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5259205.000000 Penalty: 1033.994751
	Iteration 19Q: 3 clusters Score -5259205 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -5259856.500000 Penalty: 1033.994751
	Iteration 20F: 3 clusters Score -5259856 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -5260424.500000 Penalty: 1033.994751
	Iteration 21Q: 3 clusters Score -5260424 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5260888.500000 Penalty: 1033.994751
	Iteration 22Q: 3 clusters Score -5260888 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5261249.500000 Penalty: 1033.994751
	Iteration 23Q: 3 clusters Score -5261250 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5261503.000000 Penalty: 1033.994751
	Iteration 24Q: 3 clusters Score -5261503 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5261688.000000 Penalty: 1033.994751
	Iteration 25Q: 3 clusters Score -5261688 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5261818.500000 Penalty: 1033.994751
	Iteration 26Q: 3 clusters Score -5261818 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5261916.500000 Penalty: 1033.994751
	Iteration 27Q: 3 clusters Score -5261916 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5262000.000000 Penalty: 1033.994751
	Iteration 28Q: 3 clusters Score -5262000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5262087.500000 Penalty: 1033.994751
	Iteration 29Q: 3 clusters Score -5262088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5262095.500000 Penalty: 1033.994751
	Iteration 30Q: 3 clusters Score -5262096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5262150.500000 Penalty: 1033.994751
	Iteration 31Q: 3 clusters Score -5262150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5262191.000000 Penalty: 1033.994751
	Iteration 32Q: 3 clusters Score -5262191 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5262203.000000 Penalty: 1033.994751
	Iteration 33Q: 3 clusters Score -5262203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5262231.000000 Penalty: 1033.994751
	Iteration 34Q: 3 clusters Score -5262231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5262240.000000 Penalty: 1033.994751
	Iteration 35Q: 3 clusters Score -5262240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5262257.500000 Penalty: 1033.994751
	Iteration 36Q: 3 clusters Score -5262258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5262257.000000 Penalty: 1033.994751
	Iteration 37Q: 3 clusters Score -5262257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5262272.000000 Penalty: 1033.994751
	Iteration 38Q: 3 clusters Score -5262272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5262265.500000 Penalty: 1033.994751
	Iteration 39Q: 3 clusters Score -5262266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5262263.000000 Penalty: 1033.994751
	Iteration 40F: 3 clusters Score -5262263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5262273.500000 Penalty: 1033.994751
	Iteration 41Q: 3 clusters Score -5262274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5262271.500000 Penalty: 1033.994751
	Iteration 42Q: 3 clusters Score -5262272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85538 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5262276.500000 Penalty: 1033.994751
	Iteration 43Q: 3 clusters Score -5262276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5262273.500000 Penalty: 1033.994751
	Iteration 44Q: 3 clusters Score -5262274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5262267.500000 Penalty: 1033.994751
	Iteration 45Q: 3 clusters Score -5262268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5262267.500000 Penalty: 1033.994751
	Iteration 46Q: 3 clusters Score -5262268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5262273.500000 Penalty: 1033.994751
	Iteration 47Q: 3 clusters Score -5262274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5262268.000000 Penalty: 1033.994751
	Iteration 48Q: 3 clusters Score -5262268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5262267.500000 Penalty: 1033.994751
	Iteration 49Q: 3 clusters Score -5262268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5262266.000000 Penalty: 1033.994751
	Iteration 50Q: 3 clusters Score -5262266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5262270.000000 Penalty: 1033.994751
	Iteration 51Q: 3 clusters Score -5262270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5262264.000000 Penalty: 1033.994751
	Iteration 52Q: 3 clusters Score -5262264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5262263.500000 Penalty: 1033.994751
	Iteration 53Q: 3 clusters Score -5262264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5262263.000000 Penalty: 1033.994751
	Iteration 54Q: 3 clusters Score -5262263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5262266.500000 Penalty: 1033.994751
	Iteration 55Q: 3 clusters Score -5262266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5262270.000000 Penalty: 1033.994751
	Iteration 56Q: 3 clusters Score -5262270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5262266.500000 Penalty: 1033.994751
	Iteration 57Q: 3 clusters Score -5262266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5262264.500000 Penalty: 1033.994751
	Iteration 58Q: 3 clusters Score -5262264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5262268.000000 Penalty: 1033.994751
	Iteration 59Q: 3 clusters Score -5262268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5262272.000000 Penalty: 1033.994751
	Iteration 60F: 3 clusters Score -5262272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5262272.500000 Penalty: 1033.994751
	Iteration 61Q: 3 clusters Score -5262272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5262269.500000 Penalty: 1033.994751
	Iteration 62Q: 3 clusters Score -5262270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5262269.500000 Penalty: 1033.994751
	Iteration 63F: 3 clusters Score -5262270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -105000.164062 Penalty: 342.071899
	Iteration 0F: 2 clusters Score -105000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -103680.671875 Penalty: 684.143799
	Iteration 0F: 3 clusters Score -103680.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -104121.234375 Penalty: 684.143799
	Iteration 1F: 3 clusters Score -104121.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104181.789062 Penalty: 684.143799
	Iteration 2F: 3 clusters Score -104181.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -104215.828125 Penalty: 684.143799
	Iteration 3Q: 3 clusters Score -104215.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -104248.984375 Penalty: 684.143799
	Iteration 4Q: 3 clusters Score -104249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -104287.679688 Penalty: 684.143799
	Iteration 5Q: 3 clusters Score -104287.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -104329.492188 Penalty: 684.143799
	Iteration 6Q: 3 clusters Score -104329.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104374.898438 Penalty: 684.143799
	Iteration 7Q: 3 clusters Score -104374.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104425.718750 Penalty: 684.143799
	Iteration 8Q: 3 clusters Score -104425.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104462.218750 Penalty: 684.143799
	Iteration 9Q: 3 clusters Score -104462.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104496.906250 Penalty: 684.143799
	Iteration 10Q: 3 clusters Score -104496.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104522.687500 Penalty: 684.143799
	Iteration 11Q: 3 clusters Score -104522.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104547.226562 Penalty: 684.143799
	Iteration 12Q: 3 clusters Score -104547.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104571.335938 Penalty: 684.143799
	Iteration 13Q: 3 clusters Score -104571.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104591.617188 Penalty: 684.143799
	Iteration 14Q: 3 clusters Score -104591.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104617.968750 Penalty: 684.143799
	Iteration 15Q: 3 clusters Score -104618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104644.804688 Penalty: 684.143799
	Iteration 16Q: 3 clusters Score -104644.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -104661.500000 Penalty: 684.143799
	Iteration 17Q: 3 clusters Score -104661.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -104678.554688 Penalty: 684.143799
	Iteration 18Q: 3 clusters Score -104678.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104694.703125 Penalty: 684.143799
	Iteration 19Q: 3 clusters Score -104694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -104713.187500 Penalty: 684.143799
	Iteration 20F: 3 clusters Score -104713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -104721.242188 Penalty: 684.143799
	Iteration 21Q: 3 clusters Score -104721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -104723.398438 Penalty: 684.143799
	Iteration 22Q: 3 clusters Score -104723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -104723.898438 Penalty: 684.143799
	Iteration 23Q: 3 clusters Score -104723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -104724.039062 Penalty: 684.143799
	Iteration 24Q: 3 clusters Score -104724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -104724.039062 Penalty: 684.143799
	Iteration 25F: 3 clusters Score -104724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -160733.937500 Penalty: 362.511261
	Iteration 0F: 2 clusters Score -160733.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -158748.156250 Penalty: 725.022522
	Iteration 0F: 3 clusters Score -158748.2 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -159674.781250 Penalty: 725.022522
	Iteration 1F: 3 clusters Score -159674.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -159866.218750 Penalty: 725.022522
	Iteration 2F: 3 clusters Score -159866.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -160041.765625 Penalty: 725.022522
	Iteration 3F: 3 clusters Score -160041.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -160224.265625 Penalty: 725.022522
	Iteration 4F: 3 clusters Score -160224.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -160360.625000 Penalty: 725.022522
	Iteration 5F: 3 clusters Score -160360.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160463.656250 Penalty: 725.022522
	Iteration 6Q: 3 clusters Score -160463.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -160554.687500 Penalty: 725.022522
	Iteration 7Q: 3 clusters Score -160554.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -160610.875000 Penalty: 725.022522
	Iteration 8Q: 3 clusters Score -160610.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -160640.968750 Penalty: 725.022522
	Iteration 9Q: 3 clusters Score -160641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -160665.171875 Penalty: 725.022522
	Iteration 10Q: 3 clusters Score -160665.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -160678.828125 Penalty: 725.022522
	Iteration 11Q: 3 clusters Score -160678.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -160685.906250 Penalty: 725.022522
	Iteration 12Q: 3 clusters Score -160685.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -160690.421875 Penalty: 725.022522
	Iteration 13Q: 3 clusters Score -160690.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -160693.921875 Penalty: 725.022522
	Iteration 14Q: 3 clusters Score -160693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160695.890625 Penalty: 725.022522
	Iteration 15Q: 3 clusters Score -160695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160698.546875 Penalty: 725.022522
	Iteration 16Q: 3 clusters Score -160698.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160700.171875 Penalty: 725.022522
	Iteration 17Q: 3 clusters Score -160700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -160701.390625 Penalty: 725.022522
	Iteration 18Q: 3 clusters Score -160701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -160702.828125 Penalty: 725.022522
	Iteration 19Q: 3 clusters Score -160702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -160703.671875 Penalty: 725.022522
	Iteration 20F: 3 clusters Score -160703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160704.531250 Penalty: 725.022522
	Iteration 21Q: 3 clusters Score -160704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160705.171875 Penalty: 725.022522
	Iteration 22Q: 3 clusters Score -160705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -160705.562500 Penalty: 725.022522
	Iteration 23Q: 3 clusters Score -160705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -160706.359375 Penalty: 725.022522
	Iteration 24Q: 3 clusters Score -160706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -160708.093750 Penalty: 725.022522
	Iteration 25Q: 3 clusters Score -160708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160708.781250 Penalty: 725.022522
	Iteration 26Q: 3 clusters Score -160708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -160710.250000 Penalty: 725.022522
	Iteration 27Q: 3 clusters Score -160710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -160711.796875 Penalty: 725.022522
	Iteration 28Q: 3 clusters Score -160711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -160712.546875 Penalty: 725.022522
	Iteration 29Q: 3 clusters Score -160712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -160713.390625 Penalty: 725.022522
	Iteration 30Q: 3 clusters Score -160713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -160714.515625 Penalty: 725.022522
	Iteration 31Q: 3 clusters Score -160714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -160715.906250 Penalty: 725.022522
	Iteration 32Q: 3 clusters Score -160715.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160717.281250 Penalty: 725.022522
	Iteration 33Q: 3 clusters Score -160717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -160718.187500 Penalty: 725.022522
	Iteration 34Q: 3 clusters Score -160718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160719.968750 Penalty: 725.022522
	Iteration 35Q: 3 clusters Score -160720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160721.046875 Penalty: 725.022522
	Iteration 36Q: 3 clusters Score -160721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -160723.281250 Penalty: 725.022522
	Iteration 37Q: 3 clusters Score -160723.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160724.890625 Penalty: 725.022522
	Iteration 38Q: 3 clusters Score -160724.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160727.062500 Penalty: 725.022522
	Iteration 39Q: 3 clusters Score -160727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160728.671875 Penalty: 725.022522
	Iteration 40F: 3 clusters Score -160728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160730.453125 Penalty: 725.022522
	Iteration 41Q: 3 clusters Score -160730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160731.000000 Penalty: 725.022522
	Iteration 42Q: 3 clusters Score -160731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -160731.703125 Penalty: 725.022522
	Iteration 43Q: 3 clusters Score -160731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160732.250000 Penalty: 725.022522
	Iteration 44Q: 3 clusters Score -160732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -160732.656250 Penalty: 725.022522
	Iteration 45Q: 3 clusters Score -160732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -160734.437500 Penalty: 725.022522
	Iteration 46Q: 3 clusters Score -160734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -160736.203125 Penalty: 725.022522
	Iteration 47Q: 3 clusters Score -160736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -160738.109375 Penalty: 725.022522
	Iteration 48Q: 3 clusters Score -160738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -160740.921875 Penalty: 725.022522
	Iteration 49Q: 3 clusters Score -160740.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160745.500000 Penalty: 725.022522
	Iteration 50Q: 3 clusters Score -160745.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160751.265625 Penalty: 725.022522
	Iteration 51Q: 3 clusters Score -160751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160753.078125 Penalty: 725.022522
	Iteration 52Q: 3 clusters Score -160753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160756.125000 Penalty: 725.022522
	Iteration 53Q: 3 clusters Score -160756.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160759.812500 Penalty: 725.022522
	Iteration 54Q: 3 clusters Score -160759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160761.484375 Penalty: 725.022522
	Iteration 55Q: 3 clusters Score -160761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160761.734375 Penalty: 725.022522
	Iteration 56Q: 3 clusters Score -160761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160761.984375 Penalty: 725.022522
	Iteration 57Q: 3 clusters Score -160762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160762.421875 Penalty: 725.022522
	Iteration 58Q: 3 clusters Score -160762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160762.500000 Penalty: 725.022522
	Iteration 59Q: 3 clusters Score -160762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160762.437500 Penalty: 725.022522
	Iteration 60F: 3 clusters Score -160762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 27685 members 
Mstep: Class 23 contains 54759 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 774 members 
Entering Unmasked Estep 
Score: -42214928.000000 Penalty: 15304.101562
Splitting cluster 9 changes total score from -42214940.000000 to -42214928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -232204.203125 Penalty: 377.002350
	Iteration 0F: 2 clusters Score -232204.2 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 1958 members 
Entering Unmasked Estep 
Score: -229487.968750 Penalty: 754.004700
	Iteration 0F: 3 clusters Score -229488 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -230650.609375 Penalty: 754.004700
	Iteration 1F: 3 clusters Score -230650.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -231012.906250 Penalty: 754.004700
	Iteration 2F: 3 clusters Score -231012.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -231364.500000 Penalty: 754.004700
	Iteration 3F: 3 clusters Score -231364.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -231634.375000 Penalty: 754.004700
	Iteration 4F: 3 clusters Score -231634.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -231796.984375 Penalty: 754.004700
	Iteration 5F: 3 clusters Score -231797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -231907.093750 Penalty: 754.004700
	Iteration 6Q: 3 clusters Score -231907.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -231973.250000 Penalty: 754.004700
	Iteration 7Q: 3 clusters Score -231973.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -232027.750000 Penalty: 754.004700
	Iteration 8Q: 3 clusters Score -232027.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -232067.750000 Penalty: 754.004700
	Iteration 9Q: 3 clusters Score -232067.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -232096.765625 Penalty: 754.004700
	Iteration 10Q: 3 clusters Score -232096.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232119.843750 Penalty: 754.004700
	Iteration 11Q: 3 clusters Score -232119.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -232135.015625 Penalty: 754.004700
	Iteration 12Q: 3 clusters Score -232135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -232153.328125 Penalty: 754.004700
	Iteration 13Q: 3 clusters Score -232153.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -232164.390625 Penalty: 754.004700
	Iteration 14Q: 3 clusters Score -232164.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232171.156250 Penalty: 754.004700
	Iteration 15Q: 3 clusters Score -232171.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -232180.437500 Penalty: 754.004700
	Iteration 16Q: 3 clusters Score -232180.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -232188.781250 Penalty: 754.004700
	Iteration 17Q: 3 clusters Score -232188.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -232198.390625 Penalty: 754.004700
	Iteration 18Q: 3 clusters Score -232198.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -232207.156250 Penalty: 754.004700
	Iteration 19Q: 3 clusters Score -232207.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -232211.578125 Penalty: 754.004700
	Iteration 20F: 3 clusters Score -232211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -232216.218750 Penalty: 754.004700
	Iteration 21Q: 3 clusters Score -232216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -232225.343750 Penalty: 754.004700
	Iteration 22Q: 3 clusters Score -232225.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -232233.546875 Penalty: 754.004700
	Iteration 23Q: 3 clusters Score -232233.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -232238.421875 Penalty: 754.004700
	Iteration 24Q: 3 clusters Score -232238.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -232246.578125 Penalty: 754.004700
	Iteration 25Q: 3 clusters Score -232246.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -232252.500000 Penalty: 754.004700
	Iteration 26Q: 3 clusters Score -232252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -232254.984375 Penalty: 754.004700
	Iteration 27Q: 3 clusters Score -232255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -232255.656250 Penalty: 754.004700
	Iteration 28Q: 3 clusters Score -232255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -232257.875000 Penalty: 754.004700
	Iteration 29Q: 3 clusters Score -232257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -232259.093750 Penalty: 754.004700
	Iteration 30Q: 3 clusters Score -232259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232259.203125 Penalty: 754.004700
	Iteration 31Q: 3 clusters Score -232259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -232259.921875 Penalty: 754.004700
	Iteration 32Q: 3 clusters Score -232259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -232259.984375 Penalty: 754.004700
	Iteration 33Q: 3 clusters Score -232260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -232259.625000 Penalty: 754.004700
	Iteration 34Q: 3 clusters Score -232259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -232259.906250 Penalty: 754.004700
	Iteration 35Q: 3 clusters Score -232259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -232259.906250 Penalty: 754.004700
	Iteration 36F: 3 clusters Score -232259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 27685 members 
Mstep: Class 23 contains 54759 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 755 members 
Entering Unmasked Estep 
Score: -42214944.000000 Penalty: 15304.101562
Splitting cluster 10 changes total score from -42214940.000000 to -42214944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (32061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Entering Unmasked Estep 
Score: -2088358.500000 Penalty: 472.080505
	Iteration 0F: 2 clusters Score -2088358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2066958.500000 Penalty: 944.161011
	Iteration 0F: 3 clusters Score -2066958 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2076267.250000 Penalty: 944.161011
	Iteration 1F: 3 clusters Score -2076267 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2076986.625000 Penalty: 944.161011
	Iteration 2Q: 3 clusters Score -2076987 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2078084.250000 Penalty: 944.161011
	Iteration 3F: 3 clusters Score -2078084 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2079624.250000 Penalty: 944.161011
	Iteration 4F: 3 clusters Score -2079624 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2081466.000000 Penalty: 944.161011
	Iteration 5F: 3 clusters Score -2081466 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2083040.375000 Penalty: 944.161011
	Iteration 6F: 3 clusters Score -2083040 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2084049.000000 Penalty: 944.161011
	Iteration 7Q: 3 clusters Score -2084049 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2084571.500000 Penalty: 944.161011
	Iteration 8Q: 3 clusters Score -2084572 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2084857.250000 Penalty: 944.161011
	Iteration 9Q: 3 clusters Score -2084857 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2085064.375000 Penalty: 944.161011
	Iteration 10Q: 3 clusters Score -2085064 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2085298.250000 Penalty: 944.161011
	Iteration 11Q: 3 clusters Score -2085298 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2085522.250000 Penalty: 944.161011
	Iteration 12Q: 3 clusters Score -2085522 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2085769.000000 Penalty: 944.161011
	Iteration 13Q: 3 clusters Score -2085769 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -2086005.125000 Penalty: 944.161011
	Iteration 14Q: 3 clusters Score -2086005 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -2086255.250000 Penalty: 944.161011
	Iteration 15Q: 3 clusters Score -2086255 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -2086495.750000 Penalty: 944.161011
	Iteration 16Q: 3 clusters Score -2086496 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -2086726.750000 Penalty: 944.161011
	Iteration 17Q: 3 clusters Score -2086727 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2086926.375000 Penalty: 944.161011
	Iteration 18Q: 3 clusters Score -2086926 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2087098.500000 Penalty: 944.161011
	Iteration 19Q: 3 clusters Score -2087098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -2087225.000000 Penalty: 944.161011
	Iteration 20F: 3 clusters Score -2087225 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -2087343.250000 Penalty: 944.161011
	Iteration 21Q: 3 clusters Score -2087343 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -2087468.875000 Penalty: 944.161011
	Iteration 22Q: 3 clusters Score -2087469 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -2087583.250000 Penalty: 944.161011
	Iteration 23Q: 3 clusters Score -2087583 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -2087660.250000 Penalty: 944.161011
	Iteration 24Q: 3 clusters Score -2087660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -2087723.875000 Penalty: 944.161011
	Iteration 25Q: 3 clusters Score -2087724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -2087774.625000 Penalty: 944.161011
	Iteration 26Q: 3 clusters Score -2087775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2087813.750000 Penalty: 944.161011
	Iteration 27Q: 3 clusters Score -2087814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -2087852.125000 Penalty: 944.161011
	Iteration 28Q: 3 clusters Score -2087852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -2087878.875000 Penalty: 944.161011
	Iteration 29Q: 3 clusters Score -2087879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2087912.250000 Penalty: 944.161011
	Iteration 30Q: 3 clusters Score -2087912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -2087928.125000 Penalty: 944.161011
	Iteration 31Q: 3 clusters Score -2087928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -2087941.500000 Penalty: 944.161011
	Iteration 32Q: 3 clusters Score -2087942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -2087951.250000 Penalty: 944.161011
	Iteration 33Q: 3 clusters Score -2087951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -2087957.125000 Penalty: 944.161011
	Iteration 34Q: 3 clusters Score -2087957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -2087964.375000 Penalty: 944.161011
	Iteration 35Q: 3 clusters Score -2087964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -2087967.125000 Penalty: 944.161011
	Iteration 36Q: 3 clusters Score -2087967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -2087974.375000 Penalty: 944.161011
	Iteration 37Q: 3 clusters Score -2087974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -2087973.875000 Penalty: 944.161011
	Iteration 38Q: 3 clusters Score -2087974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -2087977.625000 Penalty: 944.161011
	Iteration 39Q: 3 clusters Score -2087978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2087979.125000 Penalty: 944.161011
	Iteration 40F: 3 clusters Score -2087979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -2087980.125000 Penalty: 944.161011
	Iteration 41Q: 3 clusters Score -2087980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -2087980.875000 Penalty: 944.161011
	Iteration 42Q: 3 clusters Score -2087981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -2087981.500000 Penalty: 944.161011
	Iteration 43Q: 3 clusters Score -2087982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -2087983.000000 Penalty: 944.161011
	Iteration 44Q: 3 clusters Score -2087983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -2087983.000000 Penalty: 944.161011
	Iteration 45F: 3 clusters Score -2087983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Entering Unmasked Estep 
Score: -2797251.250000 Penalty: 484.953461
	Iteration 0F: 2 clusters Score -2797251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2770039.250000 Penalty: 969.906921
	Iteration 0F: 3 clusters Score -2770039 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2782394.250000 Penalty: 969.906921
	Iteration 1F: 3 clusters Score -2782394 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2783337.500000 Penalty: 969.906921
	Iteration 2F: 3 clusters Score -2783338 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2785082.750000 Penalty: 969.906921
	Iteration 3F: 3 clusters Score -2785083 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2787513.000000 Penalty: 969.906921
	Iteration 4F: 3 clusters Score -2787513 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2789550.750000 Penalty: 969.906921
	Iteration 5F: 3 clusters Score -2789551 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2790541.250000 Penalty: 969.906921
	Iteration 6F: 3 clusters Score -2790541 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2790819.750000 Penalty: 969.906921
	Iteration 7Q: 3 clusters Score -2790820 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2790910.000000 Penalty: 969.906921
	Iteration 8Q: 3 clusters Score -2790910 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2790948.500000 Penalty: 969.906921
	Iteration 9Q: 3 clusters Score -2790948 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2790999.500000 Penalty: 969.906921
	Iteration 10Q: 3 clusters Score -2791000 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2791060.250000 Penalty: 969.906921
	Iteration 11Q: 3 clusters Score -2791060 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2791110.250000 Penalty: 969.906921
	Iteration 12Q: 3 clusters Score -2791110 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2791173.500000 Penalty: 969.906921
	Iteration 13Q: 3 clusters Score -2791174 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2791207.000000 Penalty: 969.906921
	Iteration 14Q: 3 clusters Score -2791207 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2791217.750000 Penalty: 969.906921
	Iteration 15Q: 3 clusters Score -2791218 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2791267.000000 Penalty: 969.906921
	Iteration 16Q: 3 clusters Score -2791267 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2791315.500000 Penalty: 969.906921
	Iteration 17Q: 3 clusters Score -2791316 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2791377.000000 Penalty: 969.906921
	Iteration 18Q: 3 clusters Score -2791377 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2791458.000000 Penalty: 969.906921
	Iteration 19Q: 3 clusters Score -2791458 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -2791579.500000 Penalty: 969.906921
	Iteration 20F: 3 clusters Score -2791580 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -2791745.000000 Penalty: 969.906921
	Iteration 21Q: 3 clusters Score -2791745 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -2791994.750000 Penalty: 969.906921
	Iteration 22Q: 3 clusters Score -2791995 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -2792351.500000 Penalty: 969.906921
	Iteration 23Q: 3 clusters Score -2792352 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -2792740.750000 Penalty: 969.906921
	Iteration 24Q: 3 clusters Score -2792741 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -2793183.250000 Penalty: 969.906921
	Iteration 25Q: 3 clusters Score -2793183 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -2793687.750000 Penalty: 969.906921
	Iteration 26Q: 3 clusters Score -2793688 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -2794252.250000 Penalty: 969.906921
	Iteration 27Q: 3 clusters Score -2794252 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -2794786.250000 Penalty: 969.906921
	Iteration 28Q: 3 clusters Score -2794786 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -2795230.500000 Penalty: 969.906921
	Iteration 29Q: 3 clusters Score -2795230 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -2795631.000000 Penalty: 969.906921
	Iteration 30Q: 3 clusters Score -2795631 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -2795965.500000 Penalty: 969.906921
	Iteration 31Q: 3 clusters Score -2795966 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -2796305.250000 Penalty: 969.906921
	Iteration 32Q: 3 clusters Score -2796305 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -2796535.500000 Penalty: 969.906921
	Iteration 33Q: 3 clusters Score -2796536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -2796615.750000 Penalty: 969.906921
	Iteration 34Q: 3 clusters Score -2796616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -2796668.500000 Penalty: 969.906921
	Iteration 35Q: 3 clusters Score -2796668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -2796683.500000 Penalty: 969.906921
	Iteration 36Q: 3 clusters Score -2796684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -2796685.750000 Penalty: 969.906921
	Iteration 37Q: 3 clusters Score -2796686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -2796678.500000 Penalty: 969.906921
	Iteration 38Q: 3 clusters Score -2796678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -2796673.750000 Penalty: 969.906921
	Iteration 39Q: 3 clusters Score -2796674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -2796808.500000 Penalty: 969.906921
	Iteration 40F: 3 clusters Score -2796808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -2796883.000000 Penalty: 969.906921
	Iteration 41Q: 3 clusters Score -2796883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -2796919.500000 Penalty: 969.906921
	Iteration 42Q: 3 clusters Score -2796920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -2796951.000000 Penalty: 969.906921
	Iteration 43Q: 3 clusters Score -2796951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -2796962.500000 Penalty: 969.906921
	Iteration 44Q: 3 clusters Score -2796962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -2796967.750000 Penalty: 969.906921
	Iteration 45Q: 3 clusters Score -2796968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -2796975.250000 Penalty: 969.906921
	Iteration 46Q: 3 clusters Score -2796975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -2796982.250000 Penalty: 969.906921
	Iteration 47Q: 3 clusters Score -2796982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -2796986.750000 Penalty: 969.906921
	Iteration 48Q: 3 clusters Score -2796987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -2796990.000000 Penalty: 969.906921
	Iteration 49Q: 3 clusters Score -2796990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -2796992.250000 Penalty: 969.906921
	Iteration 50Q: 3 clusters Score -2796992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -2796990.500000 Penalty: 969.906921
	Iteration 51Q: 3 clusters Score -2796990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -2796992.250000 Penalty: 969.906921
	Iteration 52Q: 3 clusters Score -2796992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -2796993.250000 Penalty: 969.906921
	Iteration 53F: 3 clusters Score -2796993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -2796994.000000 Penalty: 969.906921
	Iteration 54Q: 3 clusters Score -2796994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -2796994.000000 Penalty: 969.906921
	Iteration 55F: 3 clusters Score -2796994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Entering Unmasked Estep 
Score: -2750670.000000 Penalty: 483.906281
	Iteration 0F: 2 clusters Score -2750670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2723924.000000 Penalty: 967.812561
	Iteration 0F: 3 clusters Score -2723924 nChanged 20080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2735549.000000 Penalty: 967.812561
	Iteration 1F: 3 clusters Score -2735549 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2736259.250000 Penalty: 967.812561
	Iteration 2Q: 3 clusters Score -2736259 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2737468.000000 Penalty: 967.812561
	Iteration 3F: 3 clusters Score -2737468 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -2739376.750000 Penalty: 967.812561
	Iteration 4F: 3 clusters Score -2739377 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -2742142.250000 Penalty: 967.812561
	Iteration 5F: 3 clusters Score -2742142 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -2745320.000000 Penalty: 967.812561
	Iteration 6F: 3 clusters Score -2745320 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -2747908.500000 Penalty: 967.812561
	Iteration 7F: 3 clusters Score -2747908 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -2749144.000000 Penalty: 967.812561
	Iteration 8Q: 3 clusters Score -2749144 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -2749685.250000 Penalty: 967.812561
	Iteration 9Q: 3 clusters Score -2749685 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -2749912.500000 Penalty: 967.812561
	Iteration 10Q: 3 clusters Score -2749912 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -2750020.000000 Penalty: 967.812561
	Iteration 11Q: 3 clusters Score -2750020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -2750090.750000 Penalty: 967.812561
	Iteration 12Q: 3 clusters Score -2750091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -2750120.000000 Penalty: 967.812561
	Iteration 13Q: 3 clusters Score -2750120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -2750142.250000 Penalty: 967.812561
	Iteration 14Q: 3 clusters Score -2750142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -2750161.250000 Penalty: 967.812561
	Iteration 15Q: 3 clusters Score -2750161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -2750171.750000 Penalty: 967.812561
	Iteration 16Q: 3 clusters Score -2750172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -2750178.750000 Penalty: 967.812561
	Iteration 17Q: 3 clusters Score -2750179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -2750184.000000 Penalty: 967.812561
	Iteration 18Q: 3 clusters Score -2750184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -2750192.000000 Penalty: 967.812561
	Iteration 19Q: 3 clusters Score -2750192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -2750190.500000 Penalty: 967.812561
	Iteration 20F: 3 clusters Score -2750190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -2750195.000000 Penalty: 967.812561
	Iteration 21Q: 3 clusters Score -2750195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -2750200.750000 Penalty: 967.812561
	Iteration 22Q: 3 clusters Score -2750201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -2750205.000000 Penalty: 967.812561
	Iteration 23Q: 3 clusters Score -2750205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -2750206.000000 Penalty: 967.812561
	Iteration 24Q: 3 clusters Score -2750206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -2750210.500000 Penalty: 967.812561
	Iteration 25Q: 3 clusters Score -2750210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -2750211.000000 Penalty: 967.812561
	Iteration 26Q: 3 clusters Score -2750211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -2750215.000000 Penalty: 967.812561
	Iteration 27Q: 3 clusters Score -2750215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -2750218.000000 Penalty: 967.812561
	Iteration 28Q: 3 clusters Score -2750218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -2750214.250000 Penalty: 967.812561
	Iteration 29Q: 3 clusters Score -2750214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -2750214.250000 Penalty: 967.812561
	Iteration 30F: 3 clusters Score -2750214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -187785.140625 Penalty: 365.854980
	Iteration 0F: 2 clusters Score -187785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -185652.250000 Penalty: 731.709961
	Iteration 0F: 3 clusters Score -185652.2 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -186430.296875 Penalty: 731.709961
	Iteration 1F: 3 clusters Score -186430.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -186603.875000 Penalty: 731.709961
	Iteration 2F: 3 clusters Score -186603.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -186796.640625 Penalty: 731.709961
	Iteration 3F: 3 clusters Score -186796.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -186951.406250 Penalty: 731.709961
	Iteration 4F: 3 clusters Score -186951.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -187036.968750 Penalty: 731.709961
	Iteration 5Q: 3 clusters Score -187037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -187101.656250 Penalty: 731.709961
	Iteration 6Q: 3 clusters Score -187101.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -187162.406250 Penalty: 731.709961
	Iteration 7Q: 3 clusters Score -187162.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -187206.328125 Penalty: 731.709961
	Iteration 8Q: 3 clusters Score -187206.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -187245.671875 Penalty: 731.709961
	Iteration 9Q: 3 clusters Score -187245.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -187297.125000 Penalty: 731.709961
	Iteration 10Q: 3 clusters Score -187297.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -187341.140625 Penalty: 731.709961
	Iteration 11Q: 3 clusters Score -187341.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -187373.484375 Penalty: 731.709961
	Iteration 12Q: 3 clusters Score -187373.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -187402.000000 Penalty: 731.709961
	Iteration 13Q: 3 clusters Score -187402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -187422.906250 Penalty: 731.709961
	Iteration 14Q: 3 clusters Score -187422.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -187450.890625 Penalty: 731.709961
	Iteration 15Q: 3 clusters Score -187450.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -187469.171875 Penalty: 731.709961
	Iteration 16Q: 3 clusters Score -187469.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -187481.031250 Penalty: 731.709961
	Iteration 17Q: 3 clusters Score -187481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -187492.468750 Penalty: 731.709961
	Iteration 18Q: 3 clusters Score -187492.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -187499.609375 Penalty: 731.709961
	Iteration 19Q: 3 clusters Score -187499.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -187506.062500 Penalty: 731.709961
	Iteration 20F: 3 clusters Score -187506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -187513.218750 Penalty: 731.709961
	Iteration 21Q: 3 clusters Score -187513.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -187515.921875 Penalty: 731.709961
	Iteration 22Q: 3 clusters Score -187515.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -187518.859375 Penalty: 731.709961
	Iteration 23Q: 3 clusters Score -187518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -187519.890625 Penalty: 731.709961
	Iteration 24Q: 3 clusters Score -187519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -187520.968750 Penalty: 731.709961
	Iteration 25Q: 3 clusters Score -187521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -187522.296875 Penalty: 731.709961
	Iteration 26Q: 3 clusters Score -187522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -187522.640625 Penalty: 731.709961
	Iteration 27Q: 3 clusters Score -187522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -187522.812500 Penalty: 731.709961
	Iteration 28Q: 3 clusters Score -187522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -187522.640625 Penalty: 731.709961
	Iteration 29Q: 3 clusters Score -187522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -187522.640625 Penalty: 731.709961
	Iteration 30F: 3 clusters Score -187522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -501137.812500 Penalty: 406.005188
	Iteration 0F: 2 clusters Score -501137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -496087.500000 Penalty: 812.010376
	Iteration 0F: 3 clusters Score -496087.5 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -498083.468750 Penalty: 812.010376
	Iteration 1F: 3 clusters Score -498083.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -498286.812500 Penalty: 812.010376
	Iteration 2F: 3 clusters Score -498286.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -498542.437500 Penalty: 812.010376
	Iteration 3F: 3 clusters Score -498542.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -498865.187500 Penalty: 812.010376
	Iteration 4F: 3 clusters Score -498865.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -499302.343750 Penalty: 812.010376
	Iteration 5F: 3 clusters Score -499302.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -499651.750000 Penalty: 812.010376
	Iteration 6F: 3 clusters Score -499651.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -499838.187500 Penalty: 812.010376
	Iteration 7Q: 3 clusters Score -499838.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -499930.250000 Penalty: 812.010376
	Iteration 8Q: 3 clusters Score -499930.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -499983.312500 Penalty: 812.010376
	Iteration 9Q: 3 clusters Score -499983.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -500048.031250 Penalty: 812.010376
	Iteration 10Q: 3 clusters Score -500048 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -500113.718750 Penalty: 812.010376
	Iteration 11Q: 3 clusters Score -500113.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -500189.437500 Penalty: 812.010376
	Iteration 12Q: 3 clusters Score -500189.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -500263.468750 Penalty: 812.010376
	Iteration 13Q: 3 clusters Score -500263.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -500345.375000 Penalty: 812.010376
	Iteration 14Q: 3 clusters Score -500345.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -500416.093750 Penalty: 812.010376
	Iteration 15Q: 3 clusters Score -500416.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -500475.906250 Penalty: 812.010376
	Iteration 16Q: 3 clusters Score -500475.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -500520.312500 Penalty: 812.010376
	Iteration 17Q: 3 clusters Score -500520.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -500556.687500 Penalty: 812.010376
	Iteration 18Q: 3 clusters Score -500556.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -500589.000000 Penalty: 812.010376
	Iteration 19Q: 3 clusters Score -500589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -500618.156250 Penalty: 812.010376
	Iteration 20F: 3 clusters Score -500618.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -500647.000000 Penalty: 812.010376
	Iteration 21Q: 3 clusters Score -500647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -500664.843750 Penalty: 812.010376
	Iteration 22Q: 3 clusters Score -500664.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -500674.500000 Penalty: 812.010376
	Iteration 23Q: 3 clusters Score -500674.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -500685.687500 Penalty: 812.010376
	Iteration 24Q: 3 clusters Score -500685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -500693.406250 Penalty: 812.010376
	Iteration 25Q: 3 clusters Score -500693.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -500700.843750 Penalty: 812.010376
	Iteration 26Q: 3 clusters Score -500700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -500709.718750 Penalty: 812.010376
	Iteration 27Q: 3 clusters Score -500709.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -500713.625000 Penalty: 812.010376
	Iteration 28Q: 3 clusters Score -500713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -500719.937500 Penalty: 812.010376
	Iteration 29Q: 3 clusters Score -500719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -500726.031250 Penalty: 812.010376
	Iteration 30Q: 3 clusters Score -500726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -500731.000000 Penalty: 812.010376
	Iteration 31Q: 3 clusters Score -500731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -500739.781250 Penalty: 812.010376
	Iteration 32Q: 3 clusters Score -500739.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -500751.000000 Penalty: 812.010376
	Iteration 33Q: 3 clusters Score -500751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -500756.656250 Penalty: 812.010376
	Iteration 34Q: 3 clusters Score -500756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -500760.250000 Penalty: 812.010376
	Iteration 35Q: 3 clusters Score -500760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -500768.875000 Penalty: 812.010376
	Iteration 36Q: 3 clusters Score -500768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -500774.187500 Penalty: 812.010376
	Iteration 37Q: 3 clusters Score -500774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -500776.406250 Penalty: 812.010376
	Iteration 38Q: 3 clusters Score -500776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -500778.312500 Penalty: 812.010376
	Iteration 39Q: 3 clusters Score -500778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -500779.656250 Penalty: 812.010376
	Iteration 40F: 3 clusters Score -500779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -500780.375000 Penalty: 812.010376
	Iteration 41Q: 3 clusters Score -500780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -500780.343750 Penalty: 812.010376
	Iteration 42Q: 3 clusters Score -500780.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -500780.343750 Penalty: 812.010376
	Iteration 43F: 3 clusters Score -500780.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Entering Unmasked Estep 
Score: -1698855.125000 Penalty: 462.470947
	Iteration 0F: 2 clusters Score -1698855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1681559.500000 Penalty: 924.941895
	Iteration 0F: 3 clusters Score -1681560 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1688644.500000 Penalty: 924.941895
	Iteration 1F: 3 clusters Score -1688644 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1688914.500000 Penalty: 924.941895
	Iteration 2Q: 3 clusters Score -1688914 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1689212.375000 Penalty: 924.941895
	Iteration 3Q: 3 clusters Score -1689212 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1689555.625000 Penalty: 924.941895
	Iteration 4Q: 3 clusters Score -1689556 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1689977.125000 Penalty: 924.941895
	Iteration 5Q: 3 clusters Score -1689977 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1690577.000000 Penalty: 924.941895
	Iteration 6Q: 3 clusters Score -1690577 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1691441.375000 Penalty: 924.941895
	Iteration 7F: 3 clusters Score -1691441 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1692671.875000 Penalty: 924.941895
	Iteration 8F: 3 clusters Score -1692672 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1694240.875000 Penalty: 924.941895
	Iteration 9F: 3 clusters Score -1694241 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1695724.500000 Penalty: 924.941895
	Iteration 10F: 3 clusters Score -1695724 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1696685.375000 Penalty: 924.941895
	Iteration 11Q: 3 clusters Score -1696685 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1697266.625000 Penalty: 924.941895
	Iteration 12Q: 3 clusters Score -1697267 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1697626.250000 Penalty: 924.941895
	Iteration 13Q: 3 clusters Score -1697626 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1697867.500000 Penalty: 924.941895
	Iteration 14Q: 3 clusters Score -1697868 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1698046.000000 Penalty: 924.941895
	Iteration 15Q: 3 clusters Score -1698046 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1698158.375000 Penalty: 924.941895
	Iteration 16Q: 3 clusters Score -1698158 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1698236.375000 Penalty: 924.941895
	Iteration 17Q: 3 clusters Score -1698236 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1698291.500000 Penalty: 924.941895
	Iteration 18Q: 3 clusters Score -1698292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1698316.125000 Penalty: 924.941895
	Iteration 19Q: 3 clusters Score -1698316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1698329.750000 Penalty: 924.941895
	Iteration 20F: 3 clusters Score -1698330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1698337.500000 Penalty: 924.941895
	Iteration 21Q: 3 clusters Score -1698338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1698342.125000 Penalty: 924.941895
	Iteration 22Q: 3 clusters Score -1698342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1698346.500000 Penalty: 924.941895
	Iteration 23Q: 3 clusters Score -1698346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1698346.125000 Penalty: 924.941895
	Iteration 24Q: 3 clusters Score -1698346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1698350.250000 Penalty: 924.941895
	Iteration 25Q: 3 clusters Score -1698350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1698352.625000 Penalty: 924.941895
	Iteration 26Q: 3 clusters Score -1698353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1698354.125000 Penalty: 924.941895
	Iteration 27Q: 3 clusters Score -1698354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1698354.625000 Penalty: 924.941895
	Iteration 28Q: 3 clusters Score -1698355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1698357.250000 Penalty: 924.941895
	Iteration 29Q: 3 clusters Score -1698357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1698359.625000 Penalty: 924.941895
	Iteration 30Q: 3 clusters Score -1698360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1698363.250000 Penalty: 924.941895
	Iteration 31Q: 3 clusters Score -1698363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1698361.875000 Penalty: 924.941895
	Iteration 32Q: 3 clusters Score -1698362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1698365.125000 Penalty: 924.941895
	Iteration 33Q: 3 clusters Score -1698365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1698371.750000 Penalty: 924.941895
	Iteration 34Q: 3 clusters Score -1698372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1698378.000000 Penalty: 924.941895
	Iteration 35Q: 3 clusters Score -1698378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1698379.125000 Penalty: 924.941895
	Iteration 36Q: 3 clusters Score -1698379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1698378.250000 Penalty: 924.941895
	Iteration 37Q: 3 clusters Score -1698378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1698384.000000 Penalty: 924.941895
	Iteration 38Q: 3 clusters Score -1698384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1698386.500000 Penalty: 924.941895
	Iteration 39Q: 3 clusters Score -1698386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1698391.250000 Penalty: 924.941895
	Iteration 40F: 3 clusters Score -1698391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1698390.000000 Penalty: 924.941895
	Iteration 41Q: 3 clusters Score -1698390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1698396.875000 Penalty: 924.941895
	Iteration 42Q: 3 clusters Score -1698397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1698400.375000 Penalty: 924.941895
	Iteration 43Q: 3 clusters Score -1698400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1698401.625000 Penalty: 924.941895
	Iteration 44Q: 3 clusters Score -1698402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1698402.250000 Penalty: 924.941895
	Iteration 45Q: 3 clusters Score -1698402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1698400.125000 Penalty: 924.941895
	Iteration 46Q: 3 clusters Score -1698400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1698401.500000 Penalty: 924.941895
	Iteration 47Q: 3 clusters Score -1698402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1698401.375000 Penalty: 924.941895
	Iteration 48Q: 3 clusters Score -1698401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1698402.125000 Penalty: 924.941895
	Iteration 49Q: 3 clusters Score -1698402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1698399.750000 Penalty: 924.941895
	Iteration 50Q: 3 clusters Score -1698400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1698401.000000 Penalty: 924.941895
	Iteration 51Q: 3 clusters Score -1698401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1698401.125000 Penalty: 924.941895
	Iteration 52Q: 3 clusters Score -1698401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1698398.875000 Penalty: 924.941895
	Iteration 53Q: 3 clusters Score -1698399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1698400.500000 Penalty: 924.941895
	Iteration 54Q: 3 clusters Score -1698400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1698402.875000 Penalty: 924.941895
	Iteration 55Q: 3 clusters Score -1698403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1698401.375000 Penalty: 924.941895
	Iteration 56Q: 3 clusters Score -1698401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1698402.500000 Penalty: 924.941895
	Iteration 57Q: 3 clusters Score -1698402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1698407.500000 Penalty: 924.941895
	Iteration 58Q: 3 clusters Score -1698408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1698403.375000 Penalty: 924.941895
	Iteration 59Q: 3 clusters Score -1698403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1698407.625000 Penalty: 924.941895
	Iteration 60F: 3 clusters Score -1698408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1698412.875000 Penalty: 924.941895
	Iteration 61Q: 3 clusters Score -1698413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1698414.500000 Penalty: 924.941895
	Iteration 62Q: 3 clusters Score -1698414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1698411.625000 Penalty: 924.941895
	Iteration 63Q: 3 clusters Score -1698412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1698412.375000 Penalty: 924.941895
	Iteration 64Q: 3 clusters Score -1698412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1698414.375000 Penalty: 924.941895
	Iteration 65Q: 3 clusters Score -1698414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1698412.625000 Penalty: 924.941895
	Iteration 66Q: 3 clusters Score -1698413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1698412.250000 Penalty: 924.941895
	Iteration 67Q: 3 clusters Score -1698412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1698413.000000 Penalty: 924.941895
	Iteration 68Q: 3 clusters Score -1698413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1698414.000000 Penalty: 924.941895
	Iteration 69Q: 3 clusters Score -1698414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1698412.125000 Penalty: 924.941895
	Iteration 70Q: 3 clusters Score -1698412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1698414.250000 Penalty: 924.941895
	Iteration 71Q: 3 clusters Score -1698414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1698414.500000 Penalty: 924.941895
	Iteration 72Q: 3 clusters Score -1698414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1698414.625000 Penalty: 924.941895
	Iteration 73Q: 3 clusters Score -1698415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1698416.375000 Penalty: 924.941895
	Iteration 74Q: 3 clusters Score -1698416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1698415.625000 Penalty: 924.941895
	Iteration 75Q: 3 clusters Score -1698416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1698414.875000 Penalty: 924.941895
	Iteration 76Q: 3 clusters Score -1698415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1698414.250000 Penalty: 924.941895
	Iteration 77Q: 3 clusters Score -1698414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1698414.250000 Penalty: 924.941895
	Iteration 78F: 3 clusters Score -1698414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -29556.619141 Penalty: 289.202911
	Iteration 0F: 2 clusters Score -29556.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29054.642578 Penalty: 578.405823
	Iteration 0F: 3 clusters Score -29054.64 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29256.376953 Penalty: 578.405823
	Iteration 1F: 3 clusters Score -29256.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29310.625000 Penalty: 578.405823
	Iteration 2F: 3 clusters Score -29310.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29335.626953 Penalty: 578.405823
	Iteration 3F: 3 clusters Score -29335.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29345.232422 Penalty: 578.405823
	Iteration 4Q: 3 clusters Score -29345.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29350.326172 Penalty: 578.405823
	Iteration 5Q: 3 clusters Score -29350.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29352.441406 Penalty: 578.405823
	Iteration 6Q: 3 clusters Score -29352.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29352.955078 Penalty: 578.405823
	Iteration 7Q: 3 clusters Score -29352.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29352.955078 Penalty: 578.405823
	Iteration 8F: 3 clusters Score -29352.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Entering Unmasked Estep 
Score: -2860727.000000 Penalty: 486.504150
	Iteration 0F: 2 clusters Score -2860727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2832512.750000 Penalty: 973.008301
	Iteration 0F: 3 clusters Score -2832513 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2846099.500000 Penalty: 973.008301
	Iteration 1F: 3 clusters Score -2846100 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2847426.500000 Penalty: 973.008301
	Iteration 2F: 3 clusters Score -2847426 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2848941.500000 Penalty: 973.008301
	Iteration 3F: 3 clusters Score -2848942 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2850417.500000 Penalty: 973.008301
	Iteration 4F: 3 clusters Score -2850418 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2851947.750000 Penalty: 973.008301
	Iteration 5F: 3 clusters Score -2851948 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2853581.250000 Penalty: 973.008301
	Iteration 6F: 3 clusters Score -2853581 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2855283.000000 Penalty: 973.008301
	Iteration 7F: 3 clusters Score -2855283 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -2856725.500000 Penalty: 973.008301
	Iteration 8F: 3 clusters Score -2856726 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2857907.000000 Penalty: 973.008301
	Iteration 9Q: 3 clusters Score -2857907 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -2858670.000000 Penalty: 973.008301
	Iteration 10Q: 3 clusters Score -2858670 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -2859122.250000 Penalty: 973.008301
	Iteration 11Q: 3 clusters Score -2859122 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2859323.250000 Penalty: 973.008301
	Iteration 12Q: 3 clusters Score -2859323 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -2859407.750000 Penalty: 973.008301
	Iteration 13Q: 3 clusters Score -2859408 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -2859441.500000 Penalty: 973.008301
	Iteration 14Q: 3 clusters Score -2859442 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -2859447.000000 Penalty: 973.008301
	Iteration 15Q: 3 clusters Score -2859447 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2859452.000000 Penalty: 973.008301
	Iteration 16Q: 3 clusters Score -2859452 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2859461.250000 Penalty: 973.008301
	Iteration 17Q: 3 clusters Score -2859461 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2859467 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2859463 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2859457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2859454.250000 Penalty: 973.008301
	Iteration 21Q: 3 clusters Score -2859454 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2859456 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -2859450.750000 Penalty: 973.008301
	Iteration 23Q: 3 clusters Score -2859451 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2859443.250000 Penalty: 973.008301
	Iteration 24Q: 3 clusters Score -2859443 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2859437 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2859433.000000 Penalty: 973.008301
	Iteration 26Q: 3 clusters Score -2859433 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2859416.500000 Penalty: 973.008301
	Iteration 27Q: 3 clusters Score -2859416 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -2859414.750000 Penalty: 973.008301
	Iteration 28Q: 3 clusters Score -2859415 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2859415 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2859406.250000 Penalty: 973.008301
	Iteration 30Q: 3 clusters Score -2859406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2859408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2859413.250000 Penalty: 973.008301
	Iteration 32Q: 3 clusters Score -2859413 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2859417.250000 Penalty: 973.008301
	Iteration 33Q: 3 clusters Score -2859417 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2859415 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2859394.750000 Penalty: 973.008301
	Iteration 35Q: 3 clusters Score -2859395 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2859385.500000 Penalty: 973.008301
	Iteration 36Q: 3 clusters Score -2859386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2859385 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2859380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2859382.250000 Penalty: 973.008301
	Iteration 39Q: 3 clusters Score -2859382 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2859390.750000 Penalty: 973.008301
	Iteration 40F: 3 clusters Score -2859391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2859392.750000 Penalty: 973.008301
	Iteration 41Q: 3 clusters Score -2859393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2859389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2859389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2859386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2859384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2859395.250000 Penalty: 973.008301
	Iteration 46Q: 3 clusters Score -2859395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2859387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2859389 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2859384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2859384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2859387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2859388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2859387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2859393 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2859386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2859390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2859390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2859390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2859394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2859399.500000 Penalty: 973.008301
	Iteration 60F: 3 clusters Score -2859400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2859405.000000 Penalty: 973.008301
	Iteration 61Q: 3 clusters Score -2859405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2859416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2859421.000000 Penalty: 973.008301
	Iteration 63Q: 3 clusters Score -2859421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2859412.750000 Penalty: 973.008301
	Iteration 64Q: 3 clusters Score -2859413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2859418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2859415.500000 Penalty: 973.008301
	Iteration 66Q: 3 clusters Score -2859416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2859418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2859414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2859416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2859417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2859418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2859413.500000 Penalty: 973.008301
	Iteration 72Q: 3 clusters Score -2859414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2859413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2859412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2859402.500000 Penalty: 973.008301
	Iteration 75Q: 3 clusters Score -2859402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2859400.000000 Penalty: 973.008301
	Iteration 76Q: 3 clusters Score -2859400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2859407.250000 Penalty: 973.008301
	Iteration 77Q: 3 clusters Score -2859407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2859406.750000 Penalty: 973.008301
	Iteration 78Q: 3 clusters Score -2859407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2859402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2859401.500000 Penalty: 973.008301
	Iteration 80F: 3 clusters Score -2859402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2859409.250000 Penalty: 973.008301
	Iteration 81Q: 3 clusters Score -2859409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2859410.000000 Penalty: 973.008301
	Iteration 82Q: 3 clusters Score -2859410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2859408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2859408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2859404.000000 Penalty: 973.008301
	Iteration 85Q: 3 clusters Score -2859404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2859399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2859408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2859399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2859402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2859393.750000 Penalty: 973.008301
	Iteration 90Q: 3 clusters Score -2859394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2859391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2859385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2859383.250000 Penalty: 973.008301
	Iteration 93Q: 3 clusters Score -2859383 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2859380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2859380 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2859380 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2859380 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2859373 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2859368 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2859370.250000 Penalty: 973.008301
	Iteration 100F: 3 clusters Score -2859370 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2859372 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2859370 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2859366 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2859364 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2859363 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23686 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2859364 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2859366 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23684 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2859366 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23683 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2859367 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23684 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2859371 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2859372.500000 Penalty: 973.008301
	Iteration 111Q: 3 clusters Score -2859372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2859371.750000 Penalty: 973.008301
	Iteration 112Q: 3 clusters Score -2859372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2859370.250000 Penalty: 973.008301
	Iteration 113Q: 3 clusters Score -2859370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2859370.250000 Penalty: 973.008301
	Iteration 114F: 3 clusters Score -2859370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Entering Unmasked Estep 
Score: -2858565.500000 Penalty: 486.855286
	Iteration 0F: 2 clusters Score -2858566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2828676.750000 Penalty: 973.710571
	Iteration 0F: 3 clusters Score -2828677 nChanged 21609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2841479.500000 Penalty: 973.710571
	Iteration 1F: 3 clusters Score -2841480 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2842346.500000 Penalty: 973.710571
	Iteration 2F: 3 clusters Score -2842346 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2843386.250000 Penalty: 973.710571
	Iteration 3F: 3 clusters Score -2843386 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2844782.750000 Penalty: 973.710571
	Iteration 4F: 3 clusters Score -2844783 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2846740.000000 Penalty: 973.710571
	Iteration 5F: 3 clusters Score -2846740 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2848979.500000 Penalty: 973.710571
	Iteration 6F: 3 clusters Score -2848980 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2850631.250000 Penalty: 973.710571
	Iteration 7F: 3 clusters Score -2850631 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2851378.750000 Penalty: 973.710571
	Iteration 8Q: 3 clusters Score -2851379 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2851717.250000 Penalty: 973.710571
	Iteration 9Q: 3 clusters Score -2851717 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2851948.750000 Penalty: 973.710571
	Iteration 10Q: 3 clusters Score -2851949 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2852163.750000 Penalty: 973.710571
	Iteration 11Q: 3 clusters Score -2852164 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2852405.750000 Penalty: 973.710571
	Iteration 12Q: 3 clusters Score -2852406 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2852635.250000 Penalty: 973.710571
	Iteration 13Q: 3 clusters Score -2852635 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2852894.500000 Penalty: 973.710571
	Iteration 14Q: 3 clusters Score -2852894 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2853163.250000 Penalty: 973.710571
	Iteration 15Q: 3 clusters Score -2853163 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2853457.500000 Penalty: 973.710571
	Iteration 16Q: 3 clusters Score -2853458 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2853781.750000 Penalty: 973.710571
	Iteration 17Q: 3 clusters Score -2853782 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2854100.750000 Penalty: 973.710571
	Iteration 18Q: 3 clusters Score -2854101 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2854420.500000 Penalty: 973.710571
	Iteration 19Q: 3 clusters Score -2854420 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2854686.000000 Penalty: 973.710571
	Iteration 20F: 3 clusters Score -2854686 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2854893.000000 Penalty: 973.710571
	Iteration 21Q: 3 clusters Score -2854893 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2855052.000000 Penalty: 973.710571
	Iteration 22Q: 3 clusters Score -2855052 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2855183.750000 Penalty: 973.710571
	Iteration 23Q: 3 clusters Score -2855184 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2855266.500000 Penalty: 973.710571
	Iteration 24Q: 3 clusters Score -2855266 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2855344.500000 Penalty: 973.710571
	Iteration 25Q: 3 clusters Score -2855344 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2855407.500000 Penalty: 973.710571
	Iteration 26Q: 3 clusters Score -2855408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2855456.500000 Penalty: 973.710571
	Iteration 27Q: 3 clusters Score -2855456 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2855512.500000 Penalty: 973.710571
	Iteration 28Q: 3 clusters Score -2855512 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2855534.000000 Penalty: 973.710571
	Iteration 29Q: 3 clusters Score -2855534 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2855548.750000 Penalty: 973.710571
	Iteration 30Q: 3 clusters Score -2855549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2855551.250000 Penalty: 973.710571
	Iteration 31Q: 3 clusters Score -2855551 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2855587.250000 Penalty: 973.710571
	Iteration 32Q: 3 clusters Score -2855587 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2855606.750000 Penalty: 973.710571
	Iteration 33Q: 3 clusters Score -2855607 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2855617.500000 Penalty: 973.710571
	Iteration 34Q: 3 clusters Score -2855618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2855623.250000 Penalty: 973.710571
	Iteration 35Q: 3 clusters Score -2855623 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2855638.250000 Penalty: 973.710571
	Iteration 36Q: 3 clusters Score -2855638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2855644.000000 Penalty: 973.710571
	Iteration 37Q: 3 clusters Score -2855644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2855644.250000 Penalty: 973.710571
	Iteration 38Q: 3 clusters Score -2855644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2855653.000000 Penalty: 973.710571
	Iteration 39Q: 3 clusters Score -2855653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2855661.250000 Penalty: 973.710571
	Iteration 40F: 3 clusters Score -2855661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2855668.750000 Penalty: 973.710571
	Iteration 41Q: 3 clusters Score -2855669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2855673.500000 Penalty: 973.710571
	Iteration 42Q: 3 clusters Score -2855674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2855675.750000 Penalty: 973.710571
	Iteration 43Q: 3 clusters Score -2855676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2855685.750000 Penalty: 973.710571
	Iteration 44Q: 3 clusters Score -2855686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2855689.250000 Penalty: 973.710571
	Iteration 45Q: 3 clusters Score -2855689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2855689.750000 Penalty: 973.710571
	Iteration 46Q: 3 clusters Score -2855690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2855694.000000 Penalty: 973.710571
	Iteration 47Q: 3 clusters Score -2855694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2855696.500000 Penalty: 973.710571
	Iteration 48Q: 3 clusters Score -2855696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2855693.500000 Penalty: 973.710571
	Iteration 49Q: 3 clusters Score -2855694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2855694.250000 Penalty: 973.710571
	Iteration 50Q: 3 clusters Score -2855694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2855696.000000 Penalty: 973.710571
	Iteration 51Q: 3 clusters Score -2855696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2855694.750000 Penalty: 973.710571
	Iteration 52Q: 3 clusters Score -2855695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2855690.000000 Penalty: 973.710571
	Iteration 53Q: 3 clusters Score -2855690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2855687.000000 Penalty: 973.710571
	Iteration 54Q: 3 clusters Score -2855687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2855685.000000 Penalty: 973.710571
	Iteration 55Q: 3 clusters Score -2855685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2855684.000000 Penalty: 973.710571
	Iteration 56Q: 3 clusters Score -2855684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2855686.750000 Penalty: 973.710571
	Iteration 57Q: 3 clusters Score -2855687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2855686.500000 Penalty: 973.710571
	Iteration 58Q: 3 clusters Score -2855686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2855686.500000 Penalty: 973.710571
	Iteration 59F: 3 clusters Score -2855686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -169855.140625 Penalty: 363.648224
	Iteration 0F: 2 clusters Score -169855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -167802.765625 Penalty: 727.296448
	Iteration 0F: 3 clusters Score -167802.8 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -168491.500000 Penalty: 727.296448
	Iteration 1F: 3 clusters Score -168491.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -168611.765625 Penalty: 727.296448
	Iteration 2F: 3 clusters Score -168611.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -168747.015625 Penalty: 727.296448
	Iteration 3F: 3 clusters Score -168747 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -168883.437500 Penalty: 727.296448
	Iteration 4F: 3 clusters Score -168883.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -168988.578125 Penalty: 727.296448
	Iteration 5F: 3 clusters Score -168988.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -169070.390625 Penalty: 727.296448
	Iteration 6Q: 3 clusters Score -169070.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -169114.187500 Penalty: 727.296448
	Iteration 7Q: 3 clusters Score -169114.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -169143.406250 Penalty: 727.296448
	Iteration 8Q: 3 clusters Score -169143.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -169160.000000 Penalty: 727.296448
	Iteration 9Q: 3 clusters Score -169160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -169171.156250 Penalty: 727.296448
	Iteration 10Q: 3 clusters Score -169171.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -169180.156250 Penalty: 727.296448
	Iteration 11Q: 3 clusters Score -169180.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -169188.781250 Penalty: 727.296448
	Iteration 12Q: 3 clusters Score -169188.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -169198.484375 Penalty: 727.296448
	Iteration 13Q: 3 clusters Score -169198.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -169212.125000 Penalty: 727.296448
	Iteration 14Q: 3 clusters Score -169212.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -169222.453125 Penalty: 727.296448
	Iteration 15Q: 3 clusters Score -169222.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -169230.796875 Penalty: 727.296448
	Iteration 16Q: 3 clusters Score -169230.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -169238.437500 Penalty: 727.296448
	Iteration 17Q: 3 clusters Score -169238.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -169244.375000 Penalty: 727.296448
	Iteration 18Q: 3 clusters Score -169244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -169251.250000 Penalty: 727.296448
	Iteration 19Q: 3 clusters Score -169251.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -169259.000000 Penalty: 727.296448
	Iteration 20F: 3 clusters Score -169259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -169266.406250 Penalty: 727.296448
	Iteration 21Q: 3 clusters Score -169266.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -169274.078125 Penalty: 727.296448
	Iteration 22Q: 3 clusters Score -169274.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -169280.093750 Penalty: 727.296448
	Iteration 23Q: 3 clusters Score -169280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -169284.828125 Penalty: 727.296448
	Iteration 24Q: 3 clusters Score -169284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -169288.578125 Penalty: 727.296448
	Iteration 25Q: 3 clusters Score -169288.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -169295.781250 Penalty: 727.296448
	Iteration 26Q: 3 clusters Score -169295.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -169302.203125 Penalty: 727.296448
	Iteration 27Q: 3 clusters Score -169302.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -169309.812500 Penalty: 727.296448
	Iteration 28Q: 3 clusters Score -169309.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -169317.031250 Penalty: 727.296448
	Iteration 29Q: 3 clusters Score -169317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -169323.015625 Penalty: 727.296448
	Iteration 30Q: 3 clusters Score -169323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -169331.140625 Penalty: 727.296448
	Iteration 31Q: 3 clusters Score -169331.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -169338.828125 Penalty: 727.296448
	Iteration 32Q: 3 clusters Score -169338.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -169344.578125 Penalty: 727.296448
	Iteration 33Q: 3 clusters Score -169344.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -169350.828125 Penalty: 727.296448
	Iteration 34Q: 3 clusters Score -169350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -169352.734375 Penalty: 727.296448
	Iteration 35Q: 3 clusters Score -169352.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169354.656250 Penalty: 727.296448
	Iteration 36Q: 3 clusters Score -169354.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -169357.890625 Penalty: 727.296448
	Iteration 37Q: 3 clusters Score -169357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -169361.000000 Penalty: 727.296448
	Iteration 38Q: 3 clusters Score -169361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -169364.437500 Penalty: 727.296448
	Iteration 39Q: 3 clusters Score -169364.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169370.890625 Penalty: 727.296448
	Iteration 40F: 3 clusters Score -169370.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -169378.125000 Penalty: 727.296448
	Iteration 41Q: 3 clusters Score -169378.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -169388.046875 Penalty: 727.296448
	Iteration 42Q: 3 clusters Score -169388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -169408.546875 Penalty: 727.296448
	Iteration 43Q: 3 clusters Score -169408.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -169434.687500 Penalty: 727.296448
	Iteration 44Q: 3 clusters Score -169434.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -169460.984375 Penalty: 727.296448
	Iteration 45Q: 3 clusters Score -169461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -169494.734375 Penalty: 727.296448
	Iteration 46Q: 3 clusters Score -169494.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169526.156250 Penalty: 727.296448
	Iteration 47Q: 3 clusters Score -169526.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -169553.625000 Penalty: 727.296448
	Iteration 48Q: 3 clusters Score -169553.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169579.687500 Penalty: 727.296448
	Iteration 49Q: 3 clusters Score -169579.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -169606.609375 Penalty: 727.296448
	Iteration 50Q: 3 clusters Score -169606.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -169623.140625 Penalty: 727.296448
	Iteration 51Q: 3 clusters Score -169623.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -169636.093750 Penalty: 727.296448
	Iteration 52Q: 3 clusters Score -169636.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -169642.671875 Penalty: 727.296448
	Iteration 53Q: 3 clusters Score -169642.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -169650.265625 Penalty: 727.296448
	Iteration 54Q: 3 clusters Score -169650.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -169657.468750 Penalty: 727.296448
	Iteration 55Q: 3 clusters Score -169657.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -169662.312500 Penalty: 727.296448
	Iteration 56Q: 3 clusters Score -169662.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -169666.859375 Penalty: 727.296448
	Iteration 57Q: 3 clusters Score -169666.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169668.984375 Penalty: 727.296448
	Iteration 58Q: 3 clusters Score -169669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -169672.562500 Penalty: 727.296448
	Iteration 59Q: 3 clusters Score -169672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169675.453125 Penalty: 727.296448
	Iteration 60F: 3 clusters Score -169675.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -169677.640625 Penalty: 727.296448
	Iteration 61Q: 3 clusters Score -169677.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -169679.296875 Penalty: 727.296448
	Iteration 62Q: 3 clusters Score -169679.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169680.515625 Penalty: 727.296448
	Iteration 63Q: 3 clusters Score -169680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -169681.078125 Penalty: 727.296448
	Iteration 64Q: 3 clusters Score -169681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169681.156250 Penalty: 727.296448
	Iteration 65Q: 3 clusters Score -169681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169681.156250 Penalty: 727.296448
	Iteration 66F: 3 clusters Score -169681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (82560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Entering Unmasked Estep 
Score: -5242033.500000 Penalty: 515.118286
	Iteration 0F: 2 clusters Score -5242034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5190035.500000 Penalty: 1030.236572
	Iteration 0F: 3 clusters Score -5190036 nChanged 40196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -5216875.500000 Penalty: 1030.236572
	Iteration 1F: 3 clusters Score -5216876 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -5219582.500000 Penalty: 1030.236572
	Iteration 2F: 3 clusters Score -5219582 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5223299.500000 Penalty: 1030.236572
	Iteration 3F: 3 clusters Score -5223300 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5227289.500000 Penalty: 1030.236572
	Iteration 4F: 3 clusters Score -5227290 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -5229466.000000 Penalty: 1030.236572
	Iteration 5F: 3 clusters Score -5229466 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -5230073.000000 Penalty: 1030.236572
	Iteration 6Q: 3 clusters Score -5230073 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -5230148.500000 Penalty: 1030.236572
	Iteration 7Q: 3 clusters Score -5230148 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5230174.500000 Penalty: 1030.236572
	Iteration 8Q: 3 clusters Score -5230174 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -5230114.000000 Penalty: 1030.236572
	Iteration 9Q: 3 clusters Score -5230114 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -5230126.000000 Penalty: 1030.236572
	Iteration 10Q: 3 clusters Score -5230126 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -5230138.000000 Penalty: 1030.236572
	Iteration 11Q: 3 clusters Score -5230138 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -5230161.000000 Penalty: 1030.236572
	Iteration 12Q: 3 clusters Score -5230161 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -5230248.000000 Penalty: 1030.236572
	Iteration 13Q: 3 clusters Score -5230248 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -5230354.000000 Penalty: 1030.236572
	Iteration 14Q: 3 clusters Score -5230354 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -5230476.000000 Penalty: 1030.236572
	Iteration 15Q: 3 clusters Score -5230476 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5230497.000000 Penalty: 1030.236572
	Iteration 16Q: 3 clusters Score -5230497 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5230704.000000 Penalty: 1030.236572
	Iteration 17Q: 3 clusters Score -5230704 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5230796.000000 Penalty: 1030.236572
	Iteration 18Q: 3 clusters Score -5230796 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5230941.500000 Penalty: 1030.236572
	Iteration 19Q: 3 clusters Score -5230942 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5231215.500000 Penalty: 1030.236572
	Iteration 20F: 3 clusters Score -5231216 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5231354.000000 Penalty: 1030.236572
	Iteration 21Q: 3 clusters Score -5231354 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5231514.000000 Penalty: 1030.236572
	Iteration 22Q: 3 clusters Score -5231514 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5231631.000000 Penalty: 1030.236572
	Iteration 23Q: 3 clusters Score -5231631 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5231768.000000 Penalty: 1030.236572
	Iteration 24Q: 3 clusters Score -5231768 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5231925.500000 Penalty: 1030.236572
	Iteration 25Q: 3 clusters Score -5231926 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5231994.500000 Penalty: 1030.236572
	Iteration 26Q: 3 clusters Score -5231994 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5232115.500000 Penalty: 1030.236572
	Iteration 27Q: 3 clusters Score -5232116 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5232225.500000 Penalty: 1030.236572
	Iteration 28Q: 3 clusters Score -5232226 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5232300.000000 Penalty: 1030.236572
	Iteration 29Q: 3 clusters Score -5232300 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5232383.000000 Penalty: 1030.236572
	Iteration 30Q: 3 clusters Score -5232383 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5232487.000000 Penalty: 1030.236572
	Iteration 31Q: 3 clusters Score -5232487 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5232594.500000 Penalty: 1030.236572
	Iteration 32Q: 3 clusters Score -5232594 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5232695.500000 Penalty: 1030.236572
	Iteration 33Q: 3 clusters Score -5232696 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5232838.500000 Penalty: 1030.236572
	Iteration 34Q: 3 clusters Score -5232838 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5232964.500000 Penalty: 1030.236572
	Iteration 35Q: 3 clusters Score -5232964 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5233063.000000 Penalty: 1030.236572
	Iteration 36Q: 3 clusters Score -5233063 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5233177.500000 Penalty: 1030.236572
	Iteration 37Q: 3 clusters Score -5233178 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5233279.000000 Penalty: 1030.236572
	Iteration 38Q: 3 clusters Score -5233279 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5233439.500000 Penalty: 1030.236572
	Iteration 39Q: 3 clusters Score -5233440 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5233569.500000 Penalty: 1030.236572
	Iteration 40F: 3 clusters Score -5233570 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5233659.500000 Penalty: 1030.236572
	Iteration 41Q: 3 clusters Score -5233660 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -5233820.500000 Penalty: 1030.236572
	Iteration 42Q: 3 clusters Score -5233820 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5233976.500000 Penalty: 1030.236572
	Iteration 43Q: 3 clusters Score -5233976 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5234135.000000 Penalty: 1030.236572
	Iteration 44Q: 3 clusters Score -5234135 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -5234234.000000 Penalty: 1030.236572
	Iteration 45Q: 3 clusters Score -5234234 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5234325.000000 Penalty: 1030.236572
	Iteration 46Q: 3 clusters Score -5234325 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5234399.000000 Penalty: 1030.236572
	Iteration 47Q: 3 clusters Score -5234399 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -5234501.500000 Penalty: 1030.236572
	Iteration 48Q: 3 clusters Score -5234502 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -5234567.000000 Penalty: 1030.236572
	Iteration 49Q: 3 clusters Score -5234567 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5234624.500000 Penalty: 1030.236572
	Iteration 50Q: 3 clusters Score -5234624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5234884 nChanged 174
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Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 45888 members 
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Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36580 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5234935 nChanged 81
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Entering Unmasked Estep 
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Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 46275 members 
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Mstep: Class 1 contains 36193 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 46482 members 
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Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 46685 members 
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Mstep: Class 1 contains 35765 members 
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Mstep: Class 1 contains 35612 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5235074 nChanged 174
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Mstep: Class 1 contains 35110 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32265 members 
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Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 50749 members 
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Mstep: Class 1 contains 31387 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30911 members 
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Mstep: Class 1 contains 29809 members 
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Mstep: Class 1 contains 29200 members 
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Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 54025 members 
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Mstep: Class 1 contains 27815 members 
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Mstep: Class 1 contains 27098 members 
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Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 56242 members 
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	Iteration 100F: 3 clusters Score -5236222 nChanged 844
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Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 57082 members 
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Mstep: Class 1 contains 21628 members 
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	Iteration 143Q: 3 clusters Score -5241769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -5241760.000000 Penalty: 1030.236572
	Iteration 144Q: 3 clusters Score -5241760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -5241754.000000 Penalty: 1030.236572
	Iteration 145Q: 3 clusters Score -5241754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -5241757.000000 Penalty: 1030.236572
	Iteration 146Q: 3 clusters Score -5241757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -5241759.500000 Penalty: 1030.236572
	Iteration 147Q: 3 clusters Score -5241760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -5241773.500000 Penalty: 1030.236572
	Iteration 148Q: 3 clusters Score -5241774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -5241772.000000 Penalty: 1030.236572
	Iteration 149Q: 3 clusters Score -5241772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -5241778.500000 Penalty: 1030.236572
	Iteration 150Q: 3 clusters Score -5241778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -5241790.000000 Penalty: 1030.236572
	Iteration 151Q: 3 clusters Score -5241790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -5241799.500000 Penalty: 1030.236572
	Iteration 152Q: 3 clusters Score -5241800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -5241797.500000 Penalty: 1030.236572
	Iteration 153Q: 3 clusters Score -5241798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -5241794.500000 Penalty: 1030.236572
	Iteration 154Q: 3 clusters Score -5241794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -5241792.500000 Penalty: 1030.236572
	Iteration 155Q: 3 clusters Score -5241792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -5241795.000000 Penalty: 1030.236572
	Iteration 156Q: 3 clusters Score -5241795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -5241795.500000 Penalty: 1030.236572
	Iteration 157Q: 3 clusters Score -5241796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -5241793.500000 Penalty: 1030.236572
	Iteration 158Q: 3 clusters Score -5241794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -5241803.000000 Penalty: 1030.236572
	Iteration 159Q: 3 clusters Score -5241803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -5241808.000000 Penalty: 1030.236572
	Iteration 160F: 3 clusters Score -5241808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -5241807.500000 Penalty: 1030.236572
	Iteration 161Q: 3 clusters Score -5241808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -5241803.000000 Penalty: 1030.236572
	Iteration 162Q: 3 clusters Score -5241803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -5241808.000000 Penalty: 1030.236572
	Iteration 163Q: 3 clusters Score -5241808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -5241803.500000 Penalty: 1030.236572
	Iteration 164Q: 3 clusters Score -5241804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -5241817.500000 Penalty: 1030.236572
	Iteration 165Q: 3 clusters Score -5241818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -5241818.500000 Penalty: 1030.236572
	Iteration 166Q: 3 clusters Score -5241818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -5241819.500000 Penalty: 1030.236572
	Iteration 167Q: 3 clusters Score -5241820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -5241810.000000 Penalty: 1030.236572
	Iteration 168Q: 3 clusters Score -5241810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -5241812.500000 Penalty: 1030.236572
	Iteration 169Q: 3 clusters Score -5241812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -5241812.000000 Penalty: 1030.236572
	Iteration 170Q: 3 clusters Score -5241812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -5241808.500000 Penalty: 1030.236572
	Iteration 171Q: 3 clusters Score -5241808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -5241808.500000 Penalty: 1030.236572
	Iteration 172F: 3 clusters Score -5241808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Entering Unmasked Estep 
Score: -1790590.500000 Penalty: 465.403412
	Iteration 0F: 2 clusters Score -1790590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1772152.625000 Penalty: 930.806824
	Iteration 0F: 3 clusters Score -1772153 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1779871.750000 Penalty: 930.806824
	Iteration 1F: 3 clusters Score -1779872 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1780554.250000 Penalty: 930.806824
	Iteration 2F: 3 clusters Score -1780554 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1781702.625000 Penalty: 930.806824
	Iteration 3F: 3 clusters Score -1781703 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1783688.250000 Penalty: 930.806824
	Iteration 4F: 3 clusters Score -1783688 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1786235.375000 Penalty: 930.806824
	Iteration 5F: 3 clusters Score -1786235 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -1788353.625000 Penalty: 930.806824
	Iteration 6F: 3 clusters Score -1788354 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -1789572.250000 Penalty: 930.806824
	Iteration 7F: 3 clusters Score -1789572 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -1790194.625000 Penalty: 930.806824
	Iteration 8Q: 3 clusters Score -1790195 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -1790558.750000 Penalty: 930.806824
	Iteration 9Q: 3 clusters Score -1790559 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -1790794.500000 Penalty: 930.806824
	Iteration 10Q: 3 clusters Score -1790794 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -1790989.750000 Penalty: 930.806824
	Iteration 11Q: 3 clusters Score -1790990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -1791193.375000 Penalty: 930.806824
	Iteration 12Q: 3 clusters Score -1791193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -1791376.750000 Penalty: 930.806824
	Iteration 13Q: 3 clusters Score -1791377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -1791453.000000 Penalty: 930.806824
	Iteration 14Q: 3 clusters Score -1791453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -1791475.500000 Penalty: 930.806824
	Iteration 15Q: 3 clusters Score -1791476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -1791482.000000 Penalty: 930.806824
	Iteration 16Q: 3 clusters Score -1791482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -1791488.125000 Penalty: 930.806824
	Iteration 17Q: 3 clusters Score -1791488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -1791493.000000 Penalty: 930.806824
	Iteration 18Q: 3 clusters Score -1791493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -1791496.375000 Penalty: 930.806824
	Iteration 19Q: 3 clusters Score -1791496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -1791496.375000 Penalty: 930.806824
	Iteration 20F: 3 clusters Score -1791496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1791495.750000 Penalty: 930.806824
	Iteration 21Q: 3 clusters Score -1791496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1791495.750000 Penalty: 930.806824
	Iteration 22F: 3 clusters Score -1791496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 774 members 
Mstep: Class 23 contains 54759 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 26911 members 
Entering Unmasked Estep 
Score: -42215700.000000 Penalty: 15916.265625
Splitting cluster 22 changes total score from -42214940.000000 to -42215700.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 23 (54759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Entering Unmasked Estep 
Score: -3433686.250000 Penalty: 496.436707
	Iteration 0F: 2 clusters Score -3433686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3396930.250000 Penalty: 992.873413
	Iteration 0F: 3 clusters Score -3396930 nChanged 26493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3412773.750000 Penalty: 992.873413
	Iteration 1F: 3 clusters Score -3412774 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3413574.000000 Penalty: 992.873413
	Iteration 2Q: 3 clusters Score -3413574 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3414786.500000 Penalty: 992.873413
	Iteration 3Q: 3 clusters Score -3414786 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3416732.250000 Penalty: 992.873413
	Iteration 4F: 3 clusters Score -3416732 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3419644.000000 Penalty: 992.873413
	Iteration 5F: 3 clusters Score -3419644 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3422486.000000 Penalty: 992.873413
	Iteration 6F: 3 clusters Score -3422486 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3423811.750000 Penalty: 992.873413
	Iteration 7F: 3 clusters Score -3423812 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3424173.750000 Penalty: 992.873413
	Iteration 8Q: 3 clusters Score -3424174 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3424354.250000 Penalty: 992.873413
	Iteration 9Q: 3 clusters Score -3424354 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3424537.500000 Penalty: 992.873413
	Iteration 10Q: 3 clusters Score -3424538 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3424746.000000 Penalty: 992.873413
	Iteration 11Q: 3 clusters Score -3424746 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3424990.500000 Penalty: 992.873413
	Iteration 12Q: 3 clusters Score -3424990 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -3425303.000000 Penalty: 992.873413
	Iteration 13Q: 3 clusters Score -3425303 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3425624.750000 Penalty: 992.873413
	Iteration 14Q: 3 clusters Score -3425625 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3425931.000000 Penalty: 992.873413
	Iteration 15Q: 3 clusters Score -3425931 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3426324.250000 Penalty: 992.873413
	Iteration 16Q: 3 clusters Score -3426324 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3426771.750000 Penalty: 992.873413
	Iteration 17Q: 3 clusters Score -3426772 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3427194.750000 Penalty: 992.873413
	Iteration 18Q: 3 clusters Score -3427195 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3427592.250000 Penalty: 992.873413
	Iteration 19Q: 3 clusters Score -3427592 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3428013.000000 Penalty: 992.873413
	Iteration 20F: 3 clusters Score -3428013 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3428378.750000 Penalty: 992.873413
	Iteration 21Q: 3 clusters Score -3428379 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3428691.500000 Penalty: 992.873413
	Iteration 22Q: 3 clusters Score -3428692 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3428944.500000 Penalty: 992.873413
	Iteration 23Q: 3 clusters Score -3428944 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3429172.250000 Penalty: 992.873413
	Iteration 24Q: 3 clusters Score -3429172 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3429367.750000 Penalty: 992.873413
	Iteration 25Q: 3 clusters Score -3429368 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3429531.750000 Penalty: 992.873413
	Iteration 26Q: 3 clusters Score -3429532 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3429668.500000 Penalty: 992.873413
	Iteration 27Q: 3 clusters Score -3429668 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3429824.000000 Penalty: 992.873413
	Iteration 28Q: 3 clusters Score -3429824 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3429964.000000 Penalty: 992.873413
	Iteration 29Q: 3 clusters Score -3429964 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3430059.750000 Penalty: 992.873413
	Iteration 30Q: 3 clusters Score -3430060 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3430183.750000 Penalty: 992.873413
	Iteration 31Q: 3 clusters Score -3430184 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3430264.750000 Penalty: 992.873413
	Iteration 32Q: 3 clusters Score -3430265 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3430365.750000 Penalty: 992.873413
	Iteration 33Q: 3 clusters Score -3430366 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3430472.250000 Penalty: 992.873413
	Iteration 34Q: 3 clusters Score -3430472 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3430577 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3430689.250000 Penalty: 992.873413
	Iteration 36Q: 3 clusters Score -3430689 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3430847.500000 Penalty: 992.873413
	Iteration 37Q: 3 clusters Score -3430848 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3431045.750000 Penalty: 992.873413
	Iteration 38Q: 3 clusters Score -3431046 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3431224.500000 Penalty: 992.873413
	Iteration 39Q: 3 clusters Score -3431224 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3431430.000000 Penalty: 992.873413
	Iteration 40F: 3 clusters Score -3431430 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3431597.000000 Penalty: 992.873413
	Iteration 41Q: 3 clusters Score -3431597 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3431719.000000 Penalty: 992.873413
	Iteration 42Q: 3 clusters Score -3431719 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3431839.500000 Penalty: 992.873413
	Iteration 43Q: 3 clusters Score -3431840 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3431929.500000 Penalty: 992.873413
	Iteration 44Q: 3 clusters Score -3431930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3432006.000000 Penalty: 992.873413
	Iteration 45Q: 3 clusters Score -3432006 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3432054.500000 Penalty: 992.873413
	Iteration 46Q: 3 clusters Score -3432054 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3432094.000000 Penalty: 992.873413
	Iteration 47Q: 3 clusters Score -3432094 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3432119.250000 Penalty: 992.873413
	Iteration 48Q: 3 clusters Score -3432119 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3432156.500000 Penalty: 992.873413
	Iteration 49Q: 3 clusters Score -3432156 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3432189.000000 Penalty: 992.873413
	Iteration 50Q: 3 clusters Score -3432189 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3432207.750000 Penalty: 992.873413
	Iteration 51Q: 3 clusters Score -3432208 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3432222.750000 Penalty: 992.873413
	Iteration 52Q: 3 clusters Score -3432223 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3432240.000000 Penalty: 992.873413
	Iteration 53Q: 3 clusters Score -3432240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3432251.000000 Penalty: 992.873413
	Iteration 54Q: 3 clusters Score -3432251 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3432280.500000 Penalty: 992.873413
	Iteration 55Q: 3 clusters Score -3432280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3432303.500000 Penalty: 992.873413
	Iteration 56Q: 3 clusters Score -3432304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3432323.250000 Penalty: 992.873413
	Iteration 57Q: 3 clusters Score -3432323 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3432324.250000 Penalty: 992.873413
	Iteration 58Q: 3 clusters Score -3432324 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3432333.000000 Penalty: 992.873413
	Iteration 59Q: 3 clusters Score -3432333 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3432348.750000 Penalty: 992.873413
	Iteration 60F: 3 clusters Score -3432349 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3432372.000000 Penalty: 992.873413
	Iteration 61Q: 3 clusters Score -3432372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3432388.000000 Penalty: 992.873413
	Iteration 62Q: 3 clusters Score -3432388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3432401.750000 Penalty: 992.873413
	Iteration 63Q: 3 clusters Score -3432402 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3432413.750000 Penalty: 992.873413
	Iteration 64Q: 3 clusters Score -3432414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3432400.250000 Penalty: 992.873413
	Iteration 65Q: 3 clusters Score -3432400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3432423.250000 Penalty: 992.873413
	Iteration 66Q: 3 clusters Score -3432423 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3432431.000000 Penalty: 992.873413
	Iteration 67Q: 3 clusters Score -3432431 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3432447.500000 Penalty: 992.873413
	Iteration 68Q: 3 clusters Score -3432448 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3432472.000000 Penalty: 992.873413
	Iteration 69Q: 3 clusters Score -3432472 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3432464.750000 Penalty: 992.873413
	Iteration 70Q: 3 clusters Score -3432465 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3432488.750000 Penalty: 992.873413
	Iteration 71Q: 3 clusters Score -3432489 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3432499.750000 Penalty: 992.873413
	Iteration 72Q: 3 clusters Score -3432500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3432522.500000 Penalty: 992.873413
	Iteration 73Q: 3 clusters Score -3432522 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3432536.250000 Penalty: 992.873413
	Iteration 74Q: 3 clusters Score -3432536 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3432563.250000 Penalty: 992.873413
	Iteration 75Q: 3 clusters Score -3432563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3432572.750000 Penalty: 992.873413
	Iteration 76Q: 3 clusters Score -3432573 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3432592.750000 Penalty: 992.873413
	Iteration 77Q: 3 clusters Score -3432593 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3432609.500000 Penalty: 992.873413
	Iteration 78Q: 3 clusters Score -3432610 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3432637.000000 Penalty: 992.873413
	Iteration 79Q: 3 clusters Score -3432637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3432640.500000 Penalty: 992.873413
	Iteration 80F: 3 clusters Score -3432640 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3432662.750000 Penalty: 992.873413
	Iteration 81Q: 3 clusters Score -3432663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3432691.500000 Penalty: 992.873413
	Iteration 82Q: 3 clusters Score -3432692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3432684.000000 Penalty: 992.873413
	Iteration 83Q: 3 clusters Score -3432684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3432706.750000 Penalty: 992.873413
	Iteration 84Q: 3 clusters Score -3432707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3432743.750000 Penalty: 992.873413
	Iteration 85Q: 3 clusters Score -3432744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3432750.750000 Penalty: 992.873413
	Iteration 86Q: 3 clusters Score -3432751 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3432755.250000 Penalty: 992.873413
	Iteration 87Q: 3 clusters Score -3432755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3432766.750000 Penalty: 992.873413
	Iteration 88Q: 3 clusters Score -3432767 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3432762.250000 Penalty: 992.873413
	Iteration 89Q: 3 clusters Score -3432762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3432776.500000 Penalty: 992.873413
	Iteration 90Q: 3 clusters Score -3432776 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -3432774.250000 Penalty: 992.873413
	Iteration 91Q: 3 clusters Score -3432774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3432777.750000 Penalty: 992.873413
	Iteration 92Q: 3 clusters Score -3432778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3432787.250000 Penalty: 992.873413
	Iteration 93Q: 3 clusters Score -3432787 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -3432793.500000 Penalty: 992.873413
	Iteration 94Q: 3 clusters Score -3432794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -3432797.750000 Penalty: 992.873413
	Iteration 95Q: 3 clusters Score -3432798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3432793.750000 Penalty: 992.873413
	Iteration 96Q: 3 clusters Score -3432794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3432808.500000 Penalty: 992.873413
	Iteration 97Q: 3 clusters Score -3432808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -3432825.250000 Penalty: 992.873413
	Iteration 98Q: 3 clusters Score -3432825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3432836.750000 Penalty: 992.873413
	Iteration 99Q: 3 clusters Score -3432837 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3432851.000000 Penalty: 992.873413
	Iteration 100F: 3 clusters Score -3432851 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -3432861.500000 Penalty: 992.873413
	Iteration 101Q: 3 clusters Score -3432862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -3432873.750000 Penalty: 992.873413
	Iteration 102Q: 3 clusters Score -3432874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -3432866.500000 Penalty: 992.873413
	Iteration 103Q: 3 clusters Score -3432866 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3432879.500000 Penalty: 992.873413
	Iteration 104Q: 3 clusters Score -3432880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -3432894.250000 Penalty: 992.873413
	Iteration 105Q: 3 clusters Score -3432894 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3432905.750000 Penalty: 992.873413
	Iteration 106Q: 3 clusters Score -3432906 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -3432907.500000 Penalty: 992.873413
	Iteration 107Q: 3 clusters Score -3432908 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3432926.000000 Penalty: 992.873413
	Iteration 108Q: 3 clusters Score -3432926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3432924.250000 Penalty: 992.873413
	Iteration 109Q: 3 clusters Score -3432924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3432939.250000 Penalty: 992.873413
	Iteration 110Q: 3 clusters Score -3432939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -3432950.250000 Penalty: 992.873413
	Iteration 111Q: 3 clusters Score -3432950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -3432964.000000 Penalty: 992.873413
	Iteration 112Q: 3 clusters Score -3432964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -3432980.750000 Penalty: 992.873413
	Iteration 113Q: 3 clusters Score -3432981 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -3432991.750000 Penalty: 992.873413
	Iteration 114Q: 3 clusters Score -3432992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -3433005.500000 Penalty: 992.873413
	Iteration 115Q: 3 clusters Score -3433006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3433020.750000 Penalty: 992.873413
	Iteration 116Q: 3 clusters Score -3433021 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3433028.750000 Penalty: 992.873413
	Iteration 117Q: 3 clusters Score -3433029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3433028.500000 Penalty: 992.873413
	Iteration 118Q: 3 clusters Score -3433028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3433022.750000 Penalty: 992.873413
	Iteration 119Q: 3 clusters Score -3433023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -3433022.500000 Penalty: 992.873413
	Iteration 120F: 3 clusters Score -3433022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3433053.750000 Penalty: 992.873413
	Iteration 121Q: 3 clusters Score -3433054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -3433064.250000 Penalty: 992.873413
	Iteration 122Q: 3 clusters Score -3433064 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3433058.000000 Penalty: 992.873413
	Iteration 123Q: 3 clusters Score -3433058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3433075.750000 Penalty: 992.873413
	Iteration 124Q: 3 clusters Score -3433076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3433083.250000 Penalty: 992.873413
	Iteration 125Q: 3 clusters Score -3433083 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -3433088.250000 Penalty: 992.873413
	Iteration 126Q: 3 clusters Score -3433088 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3433089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3433093 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -3433111.250000 Penalty: 992.873413
	Iteration 129Q: 3 clusters Score -3433111 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3433123 nChanged 140
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Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3433135 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -3433135.500000 Penalty: 992.873413
	Iteration 132Q: 3 clusters Score -3433136 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -3433145.250000 Penalty: 992.873413
	Iteration 133Q: 3 clusters Score -3433145 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3433152.000000 Penalty: 992.873413
	Iteration 134Q: 3 clusters Score -3433152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -3433159.750000 Penalty: 992.873413
	Iteration 135Q: 3 clusters Score -3433160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -3433169.000000 Penalty: 992.873413
	Iteration 136Q: 3 clusters Score -3433169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -3433182.250000 Penalty: 992.873413
	Iteration 137Q: 3 clusters Score -3433182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -3433184.750000 Penalty: 992.873413
	Iteration 138Q: 3 clusters Score -3433185 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -3433194.500000 Penalty: 992.873413
	Iteration 139Q: 3 clusters Score -3433194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -3433191.000000 Penalty: 992.873413
	Iteration 140F: 3 clusters Score -3433191 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -3433185.750000 Penalty: 992.873413
	Iteration 141Q: 3 clusters Score -3433186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -3433188.000000 Penalty: 992.873413
	Iteration 142Q: 3 clusters Score -3433188 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -3433179.000000 Penalty: 992.873413
	Iteration 143Q: 3 clusters Score -3433179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -3433189.500000 Penalty: 992.873413
	Iteration 144Q: 3 clusters Score -3433190 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -3433192.500000 Penalty: 992.873413
	Iteration 145Q: 3 clusters Score -3433192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -3433196.000000 Penalty: 992.873413
	Iteration 146Q: 3 clusters Score -3433196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -3433207.500000 Penalty: 992.873413
	Iteration 147Q: 3 clusters Score -3433208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -3433220.250000 Penalty: 992.873413
	Iteration 148Q: 3 clusters Score -3433220 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3433228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -3433248.750000 Penalty: 992.873413
	Iteration 150Q: 3 clusters Score -3433249 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -3433262.250000 Penalty: 992.873413
	Iteration 151Q: 3 clusters Score -3433262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -3433270.750000 Penalty: 992.873413
	Iteration 152Q: 3 clusters Score -3433271 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -3433278.000000 Penalty: 992.873413
	Iteration 153Q: 3 clusters Score -3433278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3433294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3433293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -3433292.000000 Penalty: 992.873413
	Iteration 156Q: 3 clusters Score -3433292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3433283 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -3433290.250000 Penalty: 992.873413
	Iteration 158Q: 3 clusters Score -3433290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -3433300.250000 Penalty: 992.873413
	Iteration 159Q: 3 clusters Score -3433300 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -3433307.250000 Penalty: 992.873413
	Iteration 160F: 3 clusters Score -3433307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -3433308.000000 Penalty: 992.873413
	Iteration 161Q: 3 clusters Score -3433308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -3433315.250000 Penalty: 992.873413
	Iteration 162Q: 3 clusters Score -3433315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3433330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -3433342.000000 Penalty: 992.873413
	Iteration 164Q: 3 clusters Score -3433342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -3433356.250000 Penalty: 992.873413
	Iteration 165Q: 3 clusters Score -3433356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3433376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -3433370.500000 Penalty: 992.873413
	Iteration 167Q: 3 clusters Score -3433370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -3433385.750000 Penalty: 992.873413
	Iteration 168Q: 3 clusters Score -3433386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -3433394.750000 Penalty: 992.873413
	Iteration 169Q: 3 clusters Score -3433395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3433415 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -3433422.750000 Penalty: 992.873413
	Iteration 171Q: 3 clusters Score -3433423 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -3433440.000000 Penalty: 992.873413
	Iteration 172Q: 3 clusters Score -3433440 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -3433448.000000 Penalty: 992.873413
	Iteration 173Q: 3 clusters Score -3433448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -3433452.500000 Penalty: 992.873413
	Iteration 174Q: 3 clusters Score -3433452 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -3433462.000000 Penalty: 992.873413
	Iteration 175Q: 3 clusters Score -3433462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -3433477.500000 Penalty: 992.873413
	Iteration 176Q: 3 clusters Score -3433478 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3433489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3433499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -3433511.750000 Penalty: 992.873413
	Iteration 179Q: 3 clusters Score -3433512 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -3433521.750000 Penalty: 992.873413
	Iteration 180F: 3 clusters Score -3433522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -3433523.000000 Penalty: 992.873413
	Iteration 181Q: 3 clusters Score -3433523 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -3433525.750000 Penalty: 992.873413
	Iteration 182Q: 3 clusters Score -3433526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -3433540.250000 Penalty: 992.873413
	Iteration 183Q: 3 clusters Score -3433540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -3433542.250000 Penalty: 992.873413
	Iteration 184Q: 3 clusters Score -3433542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -3433555.250000 Penalty: 992.873413
	Iteration 185Q: 3 clusters Score -3433555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -3433565.000000 Penalty: 992.873413
	Iteration 186Q: 3 clusters Score -3433565 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -3433577.000000 Penalty: 992.873413
	Iteration 187Q: 3 clusters Score -3433577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -3433581.000000 Penalty: 992.873413
	Iteration 188Q: 3 clusters Score -3433581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -3433588.000000 Penalty: 992.873413
	Iteration 189Q: 3 clusters Score -3433588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -3433596.250000 Penalty: 992.873413
	Iteration 190Q: 3 clusters Score -3433596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -3433596.750000 Penalty: 992.873413
	Iteration 191Q: 3 clusters Score -3433597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -3433610.750000 Penalty: 992.873413
	Iteration 192Q: 3 clusters Score -3433611 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -3433613.750000 Penalty: 992.873413
	Iteration 193Q: 3 clusters Score -3433614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -3433627.500000 Penalty: 992.873413
	Iteration 194Q: 3 clusters Score -3433628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -3433646.250000 Penalty: 992.873413
	Iteration 195Q: 3 clusters Score -3433646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -3433648.250000 Penalty: 992.873413
	Iteration 196Q: 3 clusters Score -3433648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -3433668.500000 Penalty: 992.873413
	Iteration 197Q: 3 clusters Score -3433668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -3433674.250000 Penalty: 992.873413
	Iteration 198Q: 3 clusters Score -3433674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -3433671.250000 Penalty: 992.873413
	Iteration 199Q: 3 clusters Score -3433671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -3433691.500000 Penalty: 992.873413
	Iteration 200F: 3 clusters Score -3433692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -3433705.250000 Penalty: 992.873413
	Iteration 201Q: 3 clusters Score -3433705 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -3433716.500000 Penalty: 992.873413
	Iteration 202Q: 3 clusters Score -3433716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -3433741.750000 Penalty: 992.873413
	Iteration 203Q: 3 clusters Score -3433742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -3433758.250000 Penalty: 992.873413
	Iteration 204Q: 3 clusters Score -3433758 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -3433767.000000 Penalty: 992.873413
	Iteration 205Q: 3 clusters Score -3433767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -3433791.500000 Penalty: 992.873413
	Iteration 206Q: 3 clusters Score -3433792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -3433807.000000 Penalty: 992.873413
	Iteration 207Q: 3 clusters Score -3433807 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -3433817.250000 Penalty: 992.873413
	Iteration 208Q: 3 clusters Score -3433817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -3433829.500000 Penalty: 992.873413
	Iteration 209Q: 3 clusters Score -3433830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -3433835.000000 Penalty: 992.873413
	Iteration 210Q: 3 clusters Score -3433835 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -3433859.500000 Penalty: 992.873413
	Iteration 211Q: 3 clusters Score -3433860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -3433864.750000 Penalty: 992.873413
	Iteration 212Q: 3 clusters Score -3433865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -3433871.500000 Penalty: 992.873413
	Iteration 213Q: 3 clusters Score -3433872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -3433891.250000 Penalty: 992.873413
	Iteration 214Q: 3 clusters Score -3433891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -3433892.250000 Penalty: 992.873413
	Iteration 215Q: 3 clusters Score -3433892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -3433903.750000 Penalty: 992.873413
	Iteration 216Q: 3 clusters Score -3433904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -3433910.750000 Penalty: 992.873413
	Iteration 217Q: 3 clusters Score -3433911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -3433925.750000 Penalty: 992.873413
	Iteration 218Q: 3 clusters Score -3433926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -3433927.750000 Penalty: 992.873413
	Iteration 219Q: 3 clusters Score -3433928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -3433923.250000 Penalty: 992.873413
	Iteration 220F: 3 clusters Score -3433923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -3433934.750000 Penalty: 992.873413
	Iteration 221Q: 3 clusters Score -3433935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -3433933.500000 Penalty: 992.873413
	Iteration 222Q: 3 clusters Score -3433934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -3433942.750000 Penalty: 992.873413
	Iteration 223Q: 3 clusters Score -3433943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -3433942.500000 Penalty: 992.873413
	Iteration 224Q: 3 clusters Score -3433942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -3433944.250000 Penalty: 992.873413
	Iteration 225Q: 3 clusters Score -3433944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -3433944.000000 Penalty: 992.873413
	Iteration 226Q: 3 clusters Score -3433944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -3433951.500000 Penalty: 992.873413
	Iteration 227Q: 3 clusters Score -3433952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -3433942.750000 Penalty: 992.873413
	Iteration 228Q: 3 clusters Score -3433943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -3433940.500000 Penalty: 992.873413
	Iteration 229Q: 3 clusters Score -3433940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -3433941.750000 Penalty: 992.873413
	Iteration 230Q: 3 clusters Score -3433942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -3433945.000000 Penalty: 992.873413
	Iteration 231Q: 3 clusters Score -3433945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -3433948.000000 Penalty: 992.873413
	Iteration 232Q: 3 clusters Score -3433948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -3433956.500000 Penalty: 992.873413
	Iteration 233Q: 3 clusters Score -3433956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -3433957.250000 Penalty: 992.873413
	Iteration 234Q: 3 clusters Score -3433957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -3433958.250000 Penalty: 992.873413
	Iteration 235Q: 3 clusters Score -3433958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -3433960.250000 Penalty: 992.873413
	Iteration 236Q: 3 clusters Score -3433960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -3433960.500000 Penalty: 992.873413
	Iteration 237Q: 3 clusters Score -3433960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -3433964.250000 Penalty: 992.873413
	Iteration 238Q: 3 clusters Score -3433964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -3433959.500000 Penalty: 992.873413
	Iteration 239Q: 3 clusters Score -3433960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -3433964.000000 Penalty: 992.873413
	Iteration 240F: 3 clusters Score -3433964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -3433966.500000 Penalty: 992.873413
	Iteration 241Q: 3 clusters Score -3433966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -3433963.000000 Penalty: 992.873413
	Iteration 242Q: 3 clusters Score -3433963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -3433965.000000 Penalty: 992.873413
	Iteration 243Q: 3 clusters Score -3433965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -3433966.750000 Penalty: 992.873413
	Iteration 244Q: 3 clusters Score -3433967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -3433964.000000 Penalty: 992.873413
	Iteration 245Q: 3 clusters Score -3433964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -3433970.750000 Penalty: 992.873413
	Iteration 246Q: 3 clusters Score -3433971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -3433973.500000 Penalty: 992.873413
	Iteration 247Q: 3 clusters Score -3433974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -3433977.250000 Penalty: 992.873413
	Iteration 248Q: 3 clusters Score -3433977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -3433972.500000 Penalty: 992.873413
	Iteration 249Q: 3 clusters Score -3433972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -3433971.750000 Penalty: 992.873413
	Iteration 250Q: 3 clusters Score -3433972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -3433970.500000 Penalty: 992.873413
	Iteration 251Q: 3 clusters Score -3433970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -3433972.500000 Penalty: 992.873413
	Iteration 252Q: 3 clusters Score -3433972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -3433973.000000 Penalty: 992.873413
	Iteration 253Q: 3 clusters Score -3433973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -3433975.750000 Penalty: 992.873413
	Iteration 254Q: 3 clusters Score -3433976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -3433975.000000 Penalty: 992.873413
	Iteration 255Q: 3 clusters Score -3433975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -3433974.750000 Penalty: 992.873413
	Iteration 256Q: 3 clusters Score -3433975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -3433970.500000 Penalty: 992.873413
	Iteration 257Q: 3 clusters Score -3433970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -3433973.000000 Penalty: 992.873413
	Iteration 258Q: 3 clusters Score -3433973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -3433974.000000 Penalty: 992.873413
	Iteration 259Q: 3 clusters Score -3433974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -3433975.250000 Penalty: 992.873413
	Iteration 260F: 3 clusters Score -3433975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -3433971.750000 Penalty: 992.873413
	Iteration 261Q: 3 clusters Score -3433972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -3433971.750000 Penalty: 992.873413
	Iteration 262Q: 3 clusters Score -3433972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -3433971.250000 Penalty: 992.873413
	Iteration 263Q: 3 clusters Score -3433971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -3433974.000000 Penalty: 992.873413
	Iteration 264Q: 3 clusters Score -3433974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -3433975.500000 Penalty: 992.873413
	Iteration 265Q: 3 clusters Score -3433976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -3433975.250000 Penalty: 992.873413
	Iteration 266Q: 3 clusters Score -3433975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -3433976.750000 Penalty: 992.873413
	Iteration 267Q: 3 clusters Score -3433977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -3433975.750000 Penalty: 992.873413
	Iteration 268Q: 3 clusters Score -3433976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -3433975.250000 Penalty: 992.873413
	Iteration 269Q: 3 clusters Score -3433975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -3433974.250000 Penalty: 992.873413
	Iteration 270Q: 3 clusters Score -3433974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -3433974.250000 Penalty: 992.873413
	Iteration 271F: 3 clusters Score -3433974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 774 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 26911 members 
Mstep: Class 27 contains 49494 members 
Entering Unmasked Estep 
Score: -42215864.000000 Penalty: 16528.429688
Splitting cluster 23 changes total score from -42214940.000000 to -42215864.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 88223 members 
Mstep: Class 7 contains 86041 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 44020 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 82560 members 
Mstep: Class 22 contains 774 members 
Mstep: Class 23 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216704.000000 Penalty: 16528.429688
Iteration 79Q: 28 clusters Score -4.22167e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 34588 members 
Mstep: Class 6 contains 88367 members 
Mstep: Class 7 contains 86506 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 42652 members 
Mstep: Class 13 contains 41591 members 
Mstep: Class 14 contains 3111 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 26030 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 44196 members 
Mstep: Class 19 contains 44449 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 82928 members 
Mstep: Class 22 contains 808 members 
Mstep: Class 23 contains 5433 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 26432 members 
Mstep: Class 27 contains 48603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217036.000000 Penalty: 16528.429688
Iteration 80F: 28 clusters Score -4.221704e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 34422 members 
Mstep: Class 6 contains 88063 members 
Mstep: Class 7 contains 86813 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 32137 members 
Mstep: Class 12 contains 42713 members 
Mstep: Class 13 contains 41617 members 
Mstep: Class 14 contains 3071 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 16 contains 26071 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 44114 members 
Mstep: Class 19 contains 44501 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 82756 members 
Mstep: Class 22 contains 838 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 150 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 26406 members 
Mstep: Class 27 contains 49170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217648.000000 Penalty: 16528.429688
Iteration 81Q: 28 clusters Score -4.221765e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 34274 members 
Mstep: Class 6 contains 87823 members 
Mstep: Class 7 contains 87115 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 32247 members 
Mstep: Class 12 contains 42788 members 
Mstep: Class 13 contains 41638 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 44070 members 
Mstep: Class 19 contains 44549 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 82562 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 5722 members 
Mstep: Class 24 contains 143 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 26358 members 
Mstep: Class 27 contains 49669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217904.000000 Penalty: 16528.429688
Iteration 82Q: 28 clusters Score -4.22179e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 34135 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 87438 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 32350 members 
Mstep: Class 12 contains 42884 members 
Mstep: Class 13 contains 41669 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 44031 members 
Mstep: Class 19 contains 44561 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 82317 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 140 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 26323 members 
Mstep: Class 27 contains 50139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218076.000000 Penalty: 16528.429688
Iteration 83Q: 28 clusters Score -4.221808e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 9011 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 33978 members 
Mstep: Class 6 contains 87438 members 
Mstep: Class 7 contains 87737 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 3659 members 
Mstep: Class 11 contains 32465 members 
Mstep: Class 12 contains 42969 members 
Mstep: Class 13 contains 41693 members 
Mstep: Class 14 contains 3017 members 
Mstep: Class 15 contains 7376 members 
Mstep: Class 16 contains 26147 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 43991 members 
Mstep: Class 19 contains 44588 members 
Mstep: Class 20 contains 2852 members 
Mstep: Class 21 contains 82148 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 139 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 26297 members 
Mstep: Class 27 contains 50571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218428.000000 Penalty: 16528.429688
Iteration 84Q: 28 clusters Score -4.221843e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 33797 members 
Mstep: Class 6 contains 87228 members 
Mstep: Class 7 contains 88020 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 32568 members 
Mstep: Class 12 contains 43074 members 
Mstep: Class 13 contains 41714 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 7341 members 
Mstep: Class 16 contains 26165 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 43948 members 
Mstep: Class 19 contains 44619 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 81979 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 6190 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 26294 members 
Mstep: Class 27 contains 51009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218780.000000 Penalty: 16528.429688
Iteration 85Q: 28 clusters Score -4.221878e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 9269 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 33612 members 
Mstep: Class 6 contains 87013 members 
Mstep: Class 7 contains 88347 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 32647 members 
Mstep: Class 12 contains 43148 members 
Mstep: Class 13 contains 41731 members 
Mstep: Class 14 contains 3006 members 
Mstep: Class 15 contains 7307 members 
Mstep: Class 16 contains 26171 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 43932 members 
Mstep: Class 19 contains 44681 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 81814 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 6327 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 26281 members 
Mstep: Class 27 contains 51461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218864.000000 Penalty: 16528.429688
Iteration 86Q: 28 clusters Score -4.221886e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 33437 members 
Mstep: Class 6 contains 86817 members 
Mstep: Class 7 contains 88646 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 32775 members 
Mstep: Class 12 contains 43211 members 
Mstep: Class 13 contains 41747 members 
Mstep: Class 14 contains 3005 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 26177 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 43920 members 
Mstep: Class 19 contains 44738 members 
Mstep: Class 20 contains 2782 members 
Mstep: Class 21 contains 81600 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 6453 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 26275 members 
Mstep: Class 27 contains 51922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218884.000000 Penalty: 16528.429688
Iteration 87Q: 28 clusters Score -4.221888e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 33283 members 
Mstep: Class 6 contains 86601 members 
Mstep: Class 7 contains 88918 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 3945 members 
Mstep: Class 11 contains 32858 members 
Mstep: Class 12 contains 43309 members 
Mstep: Class 13 contains 41741 members 
Mstep: Class 14 contains 2999 members 
Mstep: Class 15 contains 7222 members 
Mstep: Class 16 contains 26185 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 43927 members 
Mstep: Class 19 contains 44800 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 81491 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 26275 members 
Mstep: Class 27 contains 52350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219228.000000 Penalty: 16528.429688
Iteration 88Q: 28 clusters Score -4.221923e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 33131 members 
Mstep: Class 6 contains 86336 members 
Mstep: Class 7 contains 89315 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 32957 members 
Mstep: Class 12 contains 43389 members 
Mstep: Class 13 contains 41737 members 
Mstep: Class 14 contains 2993 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 43931 members 
Mstep: Class 19 contains 44859 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 81338 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 137 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 26289 members 
Mstep: Class 27 contains 52754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219560.000000 Penalty: 16528.429688
Iteration 89Q: 28 clusters Score -4.221956e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 9746 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 32992 members 
Mstep: Class 6 contains 86054 members 
Mstep: Class 7 contains 89666 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 33020 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41726 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 26211 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 43957 members 
Mstep: Class 19 contains 44901 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 81253 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 26303 members 
Mstep: Class 27 contains 53156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220148.000000 Penalty: 16528.429688
Iteration 90Q: 28 clusters Score -4.222015e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 9903 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 32859 members 
Mstep: Class 6 contains 85811 members 
Mstep: Class 7 contains 90001 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 33086 members 
Mstep: Class 12 contains 43487 members 
Mstep: Class 13 contains 41711 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 26224 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 43979 members 
Mstep: Class 19 contains 44932 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 81183 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 6852 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 822 members 
Mstep: Class 26 contains 26316 members 
Mstep: Class 27 contains 53526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220468.000000 Penalty: 16528.429688
Iteration 91Q: 28 clusters Score -4.222047e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 694 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 32738 members 
Mstep: Class 6 contains 85564 members 
Mstep: Class 7 contains 90472 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 33127 members 
Mstep: Class 12 contains 43509 members 
Mstep: Class 13 contains 41707 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 7067 members 
Mstep: Class 16 contains 26236 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 43996 members 
Mstep: Class 19 contains 44957 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 81082 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 26335 members 
Mstep: Class 27 contains 53913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220652.000000 Penalty: 16528.429688
Iteration 92Q: 28 clusters Score -4.222065e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 10252 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 85361 members 
Mstep: Class 7 contains 90969 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 33138 members 
Mstep: Class 12 contains 43541 members 
Mstep: Class 13 contains 41699 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 7033 members 
Mstep: Class 16 contains 26252 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 43999 members 
Mstep: Class 19 contains 44967 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 80954 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 7039 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 26360 members 
Mstep: Class 27 contains 54310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221044.000000 Penalty: 16528.429688
Iteration 93Q: 28 clusters Score -4.222104e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 10396 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 32516 members 
Mstep: Class 6 contains 85155 members 
Mstep: Class 7 contains 91459 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 33167 members 
Mstep: Class 12 contains 43578 members 
Mstep: Class 13 contains 41693 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 6991 members 
Mstep: Class 16 contains 26268 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 43996 members 
Mstep: Class 19 contains 44983 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 80815 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 26392 members 
Mstep: Class 27 contains 54679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221484.000000 Penalty: 16528.429688
Iteration 94Q: 28 clusters Score -4.222148e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 10539 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 32405 members 
Mstep: Class 6 contains 84921 members 
Mstep: Class 7 contains 91968 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 4323 members 
Mstep: Class 11 contains 33208 members 
Mstep: Class 12 contains 43597 members 
Mstep: Class 13 contains 41698 members 
Mstep: Class 14 contains 3096 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 26279 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 43992 members 
Mstep: Class 19 contains 45000 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 80684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 7236 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 26430 members 
Mstep: Class 27 contains 55066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221880.000000 Penalty: 16528.429688
Iteration 95Q: 28 clusters Score -4.222188e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 32290 members 
Mstep: Class 6 contains 84676 members 
Mstep: Class 7 contains 92473 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 33227 members 
Mstep: Class 12 contains 43631 members 
Mstep: Class 13 contains 41695 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 26284 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 43991 members 
Mstep: Class 19 contains 45009 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 80539 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 7315 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 26462 members 
Mstep: Class 27 contains 55448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222368.000000 Penalty: 16528.429688
Iteration 96Q: 28 clusters Score -4.222237e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1899 members 
Mstep: Class 5 contains 32206 members 
Mstep: Class 6 contains 84391 members 
Mstep: Class 7 contains 93070 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 33265 members 
Mstep: Class 12 contains 43659 members 
Mstep: Class 13 contains 41696 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 26287 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 43990 members 
Mstep: Class 19 contains 45022 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 80419 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 7383 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 26493 members 
Mstep: Class 27 contains 55776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222476.000000 Penalty: 16528.429688
Iteration 97Q: 28 clusters Score -4.222248e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 10933 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 5 contains 32149 members 
Mstep: Class 6 contains 84083 members 
Mstep: Class 7 contains 93598 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 33315 members 
Mstep: Class 12 contains 43694 members 
Mstep: Class 13 contains 41699 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 26290 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 43998 members 
Mstep: Class 19 contains 45035 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 80288 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 7437 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 26527 members 
Mstep: Class 27 contains 56135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222868.000000 Penalty: 16528.429688
Iteration 98Q: 28 clusters Score -4.222287e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 11050 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 32109 members 
Mstep: Class 6 contains 83830 members 
Mstep: Class 7 contains 94086 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 33337 members 
Mstep: Class 12 contains 43732 members 
Mstep: Class 13 contains 41688 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 6843 members 
Mstep: Class 16 contains 26291 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 45056 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 80159 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 56474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223316.000000 Penalty: 16528.429688
Iteration 99Q: 28 clusters Score -4.222332e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 32074 members 
Mstep: Class 6 contains 83579 members 
Mstep: Class 7 contains 94568 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 33359 members 
Mstep: Class 12 contains 43782 members 
Mstep: Class 13 contains 41682 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 15 contains 6812 members 
Mstep: Class 16 contains 26295 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 43957 members 
Mstep: Class 19 contains 45057 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 80080 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 7550 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 26591 members 
Mstep: Class 27 contains 56788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223644.000000 Penalty: 16528.429688
Iteration 100F: 28 clusters Score -4.222364e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 32022 members 
Mstep: Class 6 contains 83300 members 
Mstep: Class 7 contains 95070 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 33338 members 
Mstep: Class 12 contains 43812 members 
Mstep: Class 13 contains 41676 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 26294 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 45072 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 80039 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 148 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 26621 members 
Mstep: Class 27 contains 57054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224076.000000 Penalty: 16528.429688
Iteration 101Q: 28 clusters Score -4.222408e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 700 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 31972 members 
Mstep: Class 6 contains 83104 members 
Mstep: Class 7 contains 95616 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 33270 members 
Mstep: Class 12 contains 43844 members 
Mstep: Class 13 contains 41663 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 26301 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 43919 members 
Mstep: Class 19 contains 45067 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 79967 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 7646 members 
Mstep: Class 24 contains 145 members 
Mstep: Class 25 contains 865 members 
Mstep: Class 26 contains 26633 members 
Mstep: Class 27 contains 57313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224176.000000 Penalty: 16528.429688
Iteration 102Q: 28 clusters Score -4.222418e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 701 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 31885 members 
Mstep: Class 6 contains 82881 members 
Mstep: Class 7 contains 96242 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 33219 members 
Mstep: Class 12 contains 43839 members 
Mstep: Class 13 contains 41650 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 26299 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 43897 members 
Mstep: Class 19 contains 45059 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 79826 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 143 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 26651 members 
Mstep: Class 27 contains 57609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224484.000000 Penalty: 16528.429688
Iteration 103Q: 28 clusters Score -4.222448e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 31813 members 
Mstep: Class 6 contains 82584 members 
Mstep: Class 7 contains 96931 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 33137 members 
Mstep: Class 12 contains 43814 members 
Mstep: Class 13 contains 41648 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 26304 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 43873 members 
Mstep: Class 19 contains 45072 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 79705 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 7742 members 
Mstep: Class 24 contains 140 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 26671 members 
Mstep: Class 27 contains 57901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224556.000000 Penalty: 16528.429688
Iteration 104Q: 28 clusters Score -4.222456e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 12205 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1968 members 
Mstep: Class 5 contains 31731 members 
Mstep: Class 6 contains 82236 members 
Mstep: Class 7 contains 97657 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 33043 members 
Mstep: Class 12 contains 43810 members 
Mstep: Class 13 contains 41650 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 6668 members 
Mstep: Class 16 contains 26306 members 
Mstep: Class 17 contains 513 members 
Mstep: Class 18 contains 43861 members 
Mstep: Class 19 contains 45100 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 79594 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 7769 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 26684 members 
Mstep: Class 27 contains 58186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224916.000000 Penalty: 16528.429688
Iteration 105Q: 28 clusters Score -4.222492e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 31675 members 
Mstep: Class 6 contains 81916 members 
Mstep: Class 7 contains 98370 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 32948 members 
Mstep: Class 12 contains 43786 members 
Mstep: Class 13 contains 41656 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 43860 members 
Mstep: Class 19 contains 45118 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 79432 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 135 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 26691 members 
Mstep: Class 27 contains 58490 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 28 clusters Score -4.222507e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 12743 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 31627 members 
Mstep: Class 6 contains 81583 members 
Mstep: Class 7 contains 99076 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 32823 members 
Mstep: Class 12 contains 43729 members 
Mstep: Class 13 contains 41658 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 26305 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 43847 members 
Mstep: Class 19 contains 45139 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 79260 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 7809 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 26699 members 
Mstep: Class 27 contains 58789 members 
Entering Unmasked Estep 
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Iteration 107Q: 28 clusters Score -4.222541e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 31559 members 
Mstep: Class 6 contains 81262 members 
Mstep: Class 7 contains 99806 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 32641 members 
Mstep: Class 12 contains 43663 members 
Mstep: Class 13 contains 41654 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 26301 members 
Mstep: Class 17 contains 520 members 
Mstep: Class 18 contains 43830 members 
Mstep: Class 19 contains 45157 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 79102 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 7838 members 
Mstep: Class 24 contains 131 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 26699 members 
Mstep: Class 27 contains 59066 members 
Entering Unmasked Estep 
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Iteration 108Q: 28 clusters Score -4.222583e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 13385 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 31510 members 
Mstep: Class 6 contains 80948 members 
Mstep: Class 7 contains 100581 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 32420 members 
Mstep: Class 12 contains 43608 members 
Mstep: Class 13 contains 41655 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 26293 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 43820 members 
Mstep: Class 19 contains 45163 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 78889 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 7862 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 26702 members 
Mstep: Class 27 contains 59337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226068.000000 Penalty: 16528.429688
Iteration 109Q: 28 clusters Score -4.222607e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 31462 members 
Mstep: Class 6 contains 80625 members 
Mstep: Class 7 contains 101302 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 32162 members 
Mstep: Class 12 contains 43564 members 
Mstep: Class 13 contains 41667 members 
Mstep: Class 14 contains 3636 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 26295 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 43815 members 
Mstep: Class 19 contains 45188 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 78662 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 7885 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 26697 members 
Mstep: Class 27 contains 59585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226392.000000 Penalty: 16528.429688
Iteration 110Q: 28 clusters Score -4.222639e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 31395 members 
Mstep: Class 6 contains 80325 members 
Mstep: Class 7 contains 101936 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 31892 members 
Mstep: Class 12 contains 43550 members 
Mstep: Class 13 contains 41672 members 
Mstep: Class 14 contains 3673 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 26296 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 43821 members 
Mstep: Class 19 contains 45220 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 78489 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 7911 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 26684 members 
Mstep: Class 27 contains 59818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226544.000000 Penalty: 16528.429688
Iteration 111Q: 28 clusters Score -4.222654e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 31334 members 
Mstep: Class 6 contains 80063 members 
Mstep: Class 7 contains 102460 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 31631 members 
Mstep: Class 12 contains 43548 members 
Mstep: Class 13 contains 41679 members 
Mstep: Class 14 contains 3715 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 26297 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 43808 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 78417 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 26672 members 
Mstep: Class 27 contains 60014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226924.000000 Penalty: 16528.429688
Iteration 112Q: 28 clusters Score -4.222692e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 31269 members 
Mstep: Class 6 contains 79855 members 
Mstep: Class 7 contains 103009 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 31381 members 
Mstep: Class 12 contains 43539 members 
Mstep: Class 13 contains 41679 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 26298 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 43793 members 
Mstep: Class 19 contains 45287 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 78345 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 26665 members 
Mstep: Class 27 contains 60193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226952.000000 Penalty: 16528.429688
Iteration 113Q: 28 clusters Score -4.222695e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 15347 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 31190 members 
Mstep: Class 6 contains 79665 members 
Mstep: Class 7 contains 103610 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 4802 members 
Mstep: Class 11 contains 31137 members 
Mstep: Class 12 contains 43541 members 
Mstep: Class 13 contains 41666 members 
Mstep: Class 14 contains 3809 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 26297 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 43772 members 
Mstep: Class 19 contains 45320 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 78239 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 8040 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 26658 members 
Mstep: Class 27 contains 60381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227256.000000 Penalty: 16528.429688
Iteration 114Q: 28 clusters Score -4.222726e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 15794 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 31102 members 
Mstep: Class 6 contains 79504 members 
Mstep: Class 7 contains 104186 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 30884 members 
Mstep: Class 12 contains 43529 members 
Mstep: Class 13 contains 41656 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 26291 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 43762 members 
Mstep: Class 19 contains 45370 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 78157 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 8093 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 26655 members 
Mstep: Class 27 contains 60559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227272.000000 Penalty: 16528.429688
Iteration 115Q: 28 clusters Score -4.222727e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 16356 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 31000 members 
Mstep: Class 6 contains 79386 members 
Mstep: Class 7 contains 104657 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 43509 members 
Mstep: Class 13 contains 41649 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 26286 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 43757 members 
Mstep: Class 19 contains 45416 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 78076 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 8155 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 26644 members 
Mstep: Class 27 contains 60712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227352.000000 Penalty: 16528.429688
Iteration 116Q: 28 clusters Score -4.222735e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 16951 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 30868 members 
Mstep: Class 6 contains 79316 members 
Mstep: Class 7 contains 105007 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 30411 members 
Mstep: Class 12 contains 43478 members 
Mstep: Class 13 contains 41642 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 26282 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 43742 members 
Mstep: Class 19 contains 45486 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 78004 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 26629 members 
Mstep: Class 27 contains 60897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227372.000000 Penalty: 16528.429688
Iteration 117Q: 28 clusters Score -4.222737e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 17522 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 30745 members 
Mstep: Class 6 contains 79276 members 
Mstep: Class 7 contains 105297 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 4889 members 
Mstep: Class 11 contains 30171 members 
Mstep: Class 12 contains 43473 members 
Mstep: Class 13 contains 41625 members 
Mstep: Class 14 contains 3950 members 
Mstep: Class 15 contains 6369 members 
Mstep: Class 16 contains 26277 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 43742 members 
Mstep: Class 19 contains 45552 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 77922 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 26622 members 
Mstep: Class 27 contains 61126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227408.000000 Penalty: 16528.429688
Iteration 118Q: 28 clusters Score -4.222741e+07 nChanged 4266
Entering ConstructFrom: 
Score: -42227408.000000 Penalty: 16528.429688
Entering ConstructFrom: 
Trying to split cluster 1 (30262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Entering Unmasked Estep 
Score: -1933432.625000 Penalty: 469.452972
	Iteration 0F: 2 clusters Score -1933433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1913197.625000 Penalty: 938.905945
	Iteration 0F: 3 clusters Score -1913198 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1921226.000000 Penalty: 938.905945
	Iteration 1F: 3 clusters Score -1921226 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1921577.250000 Penalty: 938.905945
	Iteration 2Q: 3 clusters Score -1921577 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1921971.250000 Penalty: 938.905945
	Iteration 3Q: 3 clusters Score -1921971 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1922440.375000 Penalty: 938.905945
	Iteration 4Q: 3 clusters Score -1922440 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1923134.875000 Penalty: 938.905945
	Iteration 5Q: 3 clusters Score -1923135 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1924068.500000 Penalty: 938.905945
	Iteration 6F: 3 clusters Score -1924068 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1925438.500000 Penalty: 938.905945
	Iteration 7F: 3 clusters Score -1925438 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1927137.750000 Penalty: 938.905945
	Iteration 8F: 3 clusters Score -1927138 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1928451.000000 Penalty: 938.905945
	Iteration 9F: 3 clusters Score -1928451 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1929111.000000 Penalty: 938.905945
	Iteration 10Q: 3 clusters Score -1929111 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1929390.000000 Penalty: 938.905945
	Iteration 11Q: 3 clusters Score -1929390 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1929568.750000 Penalty: 938.905945
	Iteration 12Q: 3 clusters Score -1929569 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1929705.375000 Penalty: 938.905945
	Iteration 13Q: 3 clusters Score -1929705 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1929833.750000 Penalty: 938.905945
	Iteration 14Q: 3 clusters Score -1929834 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1929941.875000 Penalty: 938.905945
	Iteration 15Q: 3 clusters Score -1929942 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1930061.125000 Penalty: 938.905945
	Iteration 16Q: 3 clusters Score -1930061 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1930177.375000 Penalty: 938.905945
	Iteration 17Q: 3 clusters Score -1930177 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1930268.000000 Penalty: 938.905945
	Iteration 18Q: 3 clusters Score -1930268 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1930335.125000 Penalty: 938.905945
	Iteration 19Q: 3 clusters Score -1930335 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1930421.000000 Penalty: 938.905945
	Iteration 20F: 3 clusters Score -1930421 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1930522.500000 Penalty: 938.905945
	Iteration 21Q: 3 clusters Score -1930522 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1930628.000000 Penalty: 938.905945
	Iteration 22Q: 3 clusters Score -1930628 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1930742.125000 Penalty: 938.905945
	Iteration 23Q: 3 clusters Score -1930742 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1930855.375000 Penalty: 938.905945
	Iteration 24Q: 3 clusters Score -1930855 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1931006.125000 Penalty: 938.905945
	Iteration 25Q: 3 clusters Score -1931006 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1931164.125000 Penalty: 938.905945
	Iteration 26Q: 3 clusters Score -1931164 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1931353.000000 Penalty: 938.905945
	Iteration 27Q: 3 clusters Score -1931353 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1931568.125000 Penalty: 938.905945
	Iteration 28Q: 3 clusters Score -1931568 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1931810.250000 Penalty: 938.905945
	Iteration 29Q: 3 clusters Score -1931810 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1932015.625000 Penalty: 938.905945
	Iteration 30Q: 3 clusters Score -1932016 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1932188.875000 Penalty: 938.905945
	Iteration 31Q: 3 clusters Score -1932189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1932363.375000 Penalty: 938.905945
	Iteration 32Q: 3 clusters Score -1932363 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1932524.250000 Penalty: 938.905945
	Iteration 33Q: 3 clusters Score -1932524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1932656.375000 Penalty: 938.905945
	Iteration 34Q: 3 clusters Score -1932656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1932744.250000 Penalty: 938.905945
	Iteration 35Q: 3 clusters Score -1932744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1932815.875000 Penalty: 938.905945
	Iteration 36Q: 3 clusters Score -1932816 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1932864.875000 Penalty: 938.905945
	Iteration 37Q: 3 clusters Score -1932865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1932897.125000 Penalty: 938.905945
	Iteration 38Q: 3 clusters Score -1932897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1932931.000000 Penalty: 938.905945
	Iteration 39Q: 3 clusters Score -1932931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1932965.125000 Penalty: 938.905945
	Iteration 40F: 3 clusters Score -1932965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1932995.125000 Penalty: 938.905945
	Iteration 41Q: 3 clusters Score -1932995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1933009.625000 Penalty: 938.905945
	Iteration 42Q: 3 clusters Score -1933010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1933019.500000 Penalty: 938.905945
	Iteration 43Q: 3 clusters Score -1933020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1933024.625000 Penalty: 938.905945
	Iteration 44Q: 3 clusters Score -1933025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1933030.625000 Penalty: 938.905945
	Iteration 45Q: 3 clusters Score -1933031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1933037.000000 Penalty: 938.905945
	Iteration 46Q: 3 clusters Score -1933037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1933042.375000 Penalty: 938.905945
	Iteration 47Q: 3 clusters Score -1933042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1933048.500000 Penalty: 938.905945
	Iteration 48Q: 3 clusters Score -1933048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1933055.375000 Penalty: 938.905945
	Iteration 49Q: 3 clusters Score -1933055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1933060.500000 Penalty: 938.905945
	Iteration 50Q: 3 clusters Score -1933060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1933059.750000 Penalty: 938.905945
	Iteration 51Q: 3 clusters Score -1933060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1933063.875000 Penalty: 938.905945
	Iteration 52Q: 3 clusters Score -1933064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1933067.250000 Penalty: 938.905945
	Iteration 53Q: 3 clusters Score -1933067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1933070.375000 Penalty: 938.905945
	Iteration 54Q: 3 clusters Score -1933070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1933073.125000 Penalty: 938.905945
	Iteration 55Q: 3 clusters Score -1933073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1933073.625000 Penalty: 938.905945
	Iteration 56Q: 3 clusters Score -1933074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1933073.625000 Penalty: 938.905945
	Iteration 57F: 3 clusters Score -1933074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Entering Unmasked Estep 
Score: -1090959.500000 Penalty: 445.946045
	Iteration 0F: 2 clusters Score -1090960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1078874.125000 Penalty: 891.892090
	Iteration 0F: 3 clusters Score -1078874 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1083918.000000 Penalty: 891.892090
	Iteration 1F: 3 clusters Score -1083918 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1084504.250000 Penalty: 891.892090
	Iteration 2F: 3 clusters Score -1084504 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1085430.000000 Penalty: 891.892090
	Iteration 3F: 3 clusters Score -1085430 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1086778.750000 Penalty: 891.892090
	Iteration 4F: 3 clusters Score -1086779 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1088121.375000 Penalty: 891.892090
	Iteration 5F: 3 clusters Score -1088121 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1089137.875000 Penalty: 891.892090
	Iteration 6F: 3 clusters Score -1089138 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1089798.625000 Penalty: 891.892090
	Iteration 7Q: 3 clusters Score -1089799 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1090208.375000 Penalty: 891.892090
	Iteration 8Q: 3 clusters Score -1090208 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1090544.000000 Penalty: 891.892090
	Iteration 9Q: 3 clusters Score -1090544 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1090820.125000 Penalty: 891.892090
	Iteration 10Q: 3 clusters Score -1090820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1090989.000000 Penalty: 891.892090
	Iteration 11Q: 3 clusters Score -1090989 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1091091.125000 Penalty: 891.892090
	Iteration 12Q: 3 clusters Score -1091091 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1091153.125000 Penalty: 891.892090
	Iteration 13Q: 3 clusters Score -1091153 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1091173.875000 Penalty: 891.892090
	Iteration 14Q: 3 clusters Score -1091174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1091182.375000 Penalty: 891.892090
	Iteration 15Q: 3 clusters Score -1091182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1091186.875000 Penalty: 891.892090
	Iteration 16Q: 3 clusters Score -1091187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1091185.875000 Penalty: 891.892090
	Iteration 17Q: 3 clusters Score -1091186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1091190.125000 Penalty: 891.892090
	Iteration 18Q: 3 clusters Score -1091190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1091189.875000 Penalty: 891.892090
	Iteration 19Q: 3 clusters Score -1091190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1091189.500000 Penalty: 891.892090
	Iteration 20F: 3 clusters Score -1091190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1091190.875000 Penalty: 891.892090
	Iteration 21Q: 3 clusters Score -1091191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1091192.625000 Penalty: 891.892090
	Iteration 22Q: 3 clusters Score -1091193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1091194.875000 Penalty: 891.892090
	Iteration 23Q: 3 clusters Score -1091195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1091198.625000 Penalty: 891.892090
	Iteration 24Q: 3 clusters Score -1091199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1091197.500000 Penalty: 891.892090
	Iteration 25Q: 3 clusters Score -1091198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1091197.125000 Penalty: 891.892090
	Iteration 26Q: 3 clusters Score -1091197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1091197.250000 Penalty: 891.892090
	Iteration 27Q: 3 clusters Score -1091197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1091197.500000 Penalty: 891.892090
	Iteration 28Q: 3 clusters Score -1091198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1091197.250000 Penalty: 891.892090
	Iteration 29Q: 3 clusters Score -1091197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1091195.250000 Penalty: 891.892090
	Iteration 30Q: 3 clusters Score -1091195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1091195.250000 Penalty: 891.892090
	Iteration 31F: 3 clusters Score -1091195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 79221 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 19 contains 45624 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 26604 members 
Mstep: Class 27 contains 61354 members 
Mstep: Class 28 contains 13481 members 
Entering Unmasked Estep 
Score: -42227084.000000 Penalty: 17140.593750
Splitting cluster 2 changes total score from -42227408.000000 to -42227084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -35825.195312 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -35825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35222.207031 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -35222.21 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35420.800781 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -35420.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35493.832031 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -35493.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35543.175781 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -35543.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35568.718750 Penalty: 599.216003
	Iteration 4Q: 3 clusters Score -35568.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35625.011719 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -35625.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35666.222656 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -35666.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35712.816406 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -35712.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35731.507812 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -35731.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35750.652344 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -35750.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35770.800781 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -35770.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35778.488281 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -35778.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35790.609375 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -35790.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35796.113281 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -35796.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35797.585938 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -35797.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35800.699219 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -35800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35803.000000 Penalty: 599.216003
	Iteration 16Q: 3 clusters Score -35803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35804.222656 Penalty: 599.216003
	Iteration 17Q: 3 clusters Score -35804.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35819.453125 Penalty: 599.216003
	Iteration 18F: 3 clusters Score -35819.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35846.140625 Penalty: 599.216003
	Iteration 19Q: 3 clusters Score -35846.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35847.699219 Penalty: 599.216003
	Iteration 20F: 3 clusters Score -35847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35852.648438 Penalty: 599.216003
	Iteration 21Q: 3 clusters Score -35852.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35853.937500 Penalty: 599.216003
	Iteration 22Q: 3 clusters Score -35853.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35853.937500 Penalty: 599.216003
	Iteration 23F: 3 clusters Score -35853.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 79221 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 19 contains 45624 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 26604 members 
Mstep: Class 27 contains 61354 members 
Mstep: Class 28 contains 112 members 
Entering Unmasked Estep 
Score: -42226880.000000 Penalty: 17140.593750
Splitting cluster 3 changes total score from -42227408.000000 to -42226880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -130784.632812 Penalty: 349.110504
	Iteration 0F: 2 clusters Score -130784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129258.140625 Penalty: 698.221008
	Iteration 0F: 3 clusters Score -129258.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129770.687500 Penalty: 698.221008
	Iteration 1F: 3 clusters Score -129770.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -129838.914062 Penalty: 698.221008
	Iteration 2F: 3 clusters Score -129838.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -129909.015625 Penalty: 698.221008
	Iteration 3F: 3 clusters Score -129909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -129973.101562 Penalty: 698.221008
	Iteration 4F: 3 clusters Score -129973.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -130044.406250 Penalty: 698.221008
	Iteration 5F: 3 clusters Score -130044.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -130106.531250 Penalty: 698.221008
	Iteration 6Q: 3 clusters Score -130106.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -130169.835938 Penalty: 698.221008
	Iteration 7Q: 3 clusters Score -130169.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -130242.007812 Penalty: 698.221008
	Iteration 8Q: 3 clusters Score -130242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -130290.460938 Penalty: 698.221008
	Iteration 9Q: 3 clusters Score -130290.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -130321.570312 Penalty: 698.221008
	Iteration 10Q: 3 clusters Score -130321.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -130338.937500 Penalty: 698.221008
	Iteration 11Q: 3 clusters Score -130338.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -130354.085938 Penalty: 698.221008
	Iteration 12Q: 3 clusters Score -130354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -130367.343750 Penalty: 698.221008
	Iteration 13Q: 3 clusters Score -130367.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -130376.453125 Penalty: 698.221008
	Iteration 14Q: 3 clusters Score -130376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -130380.843750 Penalty: 698.221008
	Iteration 15Q: 3 clusters Score -130380.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -130385.453125 Penalty: 698.221008
	Iteration 16Q: 3 clusters Score -130385.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -130391.804688 Penalty: 698.221008
	Iteration 17Q: 3 clusters Score -130391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -130397.531250 Penalty: 698.221008
	Iteration 18Q: 3 clusters Score -130397.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -130403.500000 Penalty: 698.221008
	Iteration 19Q: 3 clusters Score -130403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -130405.968750 Penalty: 698.221008
	Iteration 20F: 3 clusters Score -130406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -130407.031250 Penalty: 698.221008
	Iteration 21Q: 3 clusters Score -130407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -130408.460938 Penalty: 698.221008
	Iteration 22Q: 3 clusters Score -130408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -130411.734375 Penalty: 698.221008
	Iteration 23Q: 3 clusters Score -130411.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -130415.484375 Penalty: 698.221008
	Iteration 24Q: 3 clusters Score -130415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -130416.515625 Penalty: 698.221008
	Iteration 25Q: 3 clusters Score -130416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -130418.320312 Penalty: 698.221008
	Iteration 26Q: 3 clusters Score -130418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -130419.718750 Penalty: 698.221008
	Iteration 27Q: 3 clusters Score -130419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -130421.023438 Penalty: 698.221008
	Iteration 28Q: 3 clusters Score -130421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -130422.898438 Penalty: 698.221008
	Iteration 29Q: 3 clusters Score -130422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -130424.320312 Penalty: 698.221008
	Iteration 30Q: 3 clusters Score -130424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -130425.656250 Penalty: 698.221008
	Iteration 31Q: 3 clusters Score -130425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -130426.000000 Penalty: 698.221008
	Iteration 32Q: 3 clusters Score -130426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -130427.125000 Penalty: 698.221008
	Iteration 33Q: 3 clusters Score -130427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -130428.156250 Penalty: 698.221008
	Iteration 34Q: 3 clusters Score -130428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -130428.898438 Penalty: 698.221008
	Iteration 35Q: 3 clusters Score -130428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -130429.328125 Penalty: 698.221008
	Iteration 36Q: 3 clusters Score -130429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -130429.492188 Penalty: 698.221008
	Iteration 37Q: 3 clusters Score -130429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -130429.406250 Penalty: 698.221008
	Iteration 38Q: 3 clusters Score -130429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -130429.406250 Penalty: 698.221008
	Iteration 39F: 3 clusters Score -130429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Entering Unmasked Estep 
Score: -1839476.250000 Penalty: 469.971741
	Iteration 0F: 2 clusters Score -1839476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1818855.250000 Penalty: 939.943481
	Iteration 0F: 3 clusters Score -1818855 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1827335.125000 Penalty: 939.943481
	Iteration 1F: 3 clusters Score -1827335 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1827798.625000 Penalty: 939.943481
	Iteration 2Q: 3 clusters Score -1827799 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1828574.875000 Penalty: 939.943481
	Iteration 3Q: 3 clusters Score -1828575 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1829813.750000 Penalty: 939.943481
	Iteration 4F: 3 clusters Score -1829814 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1831592.500000 Penalty: 939.943481
	Iteration 5F: 3 clusters Score -1831592 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1833439.625000 Penalty: 939.943481
	Iteration 6F: 3 clusters Score -1833440 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1834421.500000 Penalty: 939.943481
	Iteration 7F: 3 clusters Score -1834422 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1834789.500000 Penalty: 939.943481
	Iteration 8Q: 3 clusters Score -1834790 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1834959.000000 Penalty: 939.943481
	Iteration 9Q: 3 clusters Score -1834959 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1835054.375000 Penalty: 939.943481
	Iteration 10Q: 3 clusters Score -1835054 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1835129.750000 Penalty: 939.943481
	Iteration 11Q: 3 clusters Score -1835130 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1835194.375000 Penalty: 939.943481
	Iteration 12Q: 3 clusters Score -1835194 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1835249.000000 Penalty: 939.943481
	Iteration 13Q: 3 clusters Score -1835249 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -1835298.875000 Penalty: 939.943481
	Iteration 14Q: 3 clusters Score -1835299 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1835366.875000 Penalty: 939.943481
	Iteration 15Q: 3 clusters Score -1835367 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1835427.500000 Penalty: 939.943481
	Iteration 16Q: 3 clusters Score -1835428 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1835494.625000 Penalty: 939.943481
	Iteration 17Q: 3 clusters Score -1835495 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1835547.500000 Penalty: 939.943481
	Iteration 18Q: 3 clusters Score -1835548 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1835602.750000 Penalty: 939.943481
	Iteration 19Q: 3 clusters Score -1835603 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1835653.750000 Penalty: 939.943481
	Iteration 20F: 3 clusters Score -1835654 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1835719.750000 Penalty: 939.943481
	Iteration 21Q: 3 clusters Score -1835720 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1835778.250000 Penalty: 939.943481
	Iteration 22Q: 3 clusters Score -1835778 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1835837.500000 Penalty: 939.943481
	Iteration 23Q: 3 clusters Score -1835838 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1835885.125000 Penalty: 939.943481
	Iteration 24Q: 3 clusters Score -1835885 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1835933.750000 Penalty: 939.943481
	Iteration 25Q: 3 clusters Score -1835934 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1835979.250000 Penalty: 939.943481
	Iteration 26Q: 3 clusters Score -1835979 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -1836021.250000 Penalty: 939.943481
	Iteration 27Q: 3 clusters Score -1836021 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -1836059.500000 Penalty: 939.943481
	Iteration 28Q: 3 clusters Score -1836060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -1836112.375000 Penalty: 939.943481
	Iteration 29Q: 3 clusters Score -1836112 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -1836160.500000 Penalty: 939.943481
	Iteration 30Q: 3 clusters Score -1836160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -1836213.500000 Penalty: 939.943481
	Iteration 31Q: 3 clusters Score -1836214 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -1836267.500000 Penalty: 939.943481
	Iteration 32Q: 3 clusters Score -1836268 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -1836328.000000 Penalty: 939.943481
	Iteration 33Q: 3 clusters Score -1836328 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1836389.250000 Penalty: 939.943481
	Iteration 34Q: 3 clusters Score -1836389 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -1836447.375000 Penalty: 939.943481
	Iteration 35Q: 3 clusters Score -1836447 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1836495.375000 Penalty: 939.943481
	Iteration 36Q: 3 clusters Score -1836495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -1836552.875000 Penalty: 939.943481
	Iteration 37Q: 3 clusters Score -1836553 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -1836615.750000 Penalty: 939.943481
	Iteration 38Q: 3 clusters Score -1836616 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1836688.750000 Penalty: 939.943481
	Iteration 39Q: 3 clusters Score -1836689 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -1836777.500000 Penalty: 939.943481
	Iteration 40F: 3 clusters Score -1836778 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -1836877.000000 Penalty: 939.943481
	Iteration 41Q: 3 clusters Score -1836877 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -1836990.625000 Penalty: 939.943481
	Iteration 42Q: 3 clusters Score -1836991 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -1837122.125000 Penalty: 939.943481
	Iteration 43Q: 3 clusters Score -1837122 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -1837265.125000 Penalty: 939.943481
	Iteration 44Q: 3 clusters Score -1837265 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -1837389.375000 Penalty: 939.943481
	Iteration 45Q: 3 clusters Score -1837389 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -1837536.375000 Penalty: 939.943481
	Iteration 46Q: 3 clusters Score -1837536 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -1837672.875000 Penalty: 939.943481
	Iteration 47Q: 3 clusters Score -1837673 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -1837804.375000 Penalty: 939.943481
	Iteration 48Q: 3 clusters Score -1837804 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -1837945.250000 Penalty: 939.943481
	Iteration 49Q: 3 clusters Score -1837945 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -1838076.625000 Penalty: 939.943481
	Iteration 50Q: 3 clusters Score -1838077 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -1838245.250000 Penalty: 939.943481
	Iteration 51Q: 3 clusters Score -1838245 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -1838407.125000 Penalty: 939.943481
	Iteration 52Q: 3 clusters Score -1838407 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1838559.000000 Penalty: 939.943481
	Iteration 53Q: 3 clusters Score -1838559 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -1838674.500000 Penalty: 939.943481
	Iteration 54Q: 3 clusters Score -1838674 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -1838773.000000 Penalty: 939.943481
	Iteration 55Q: 3 clusters Score -1838773 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -1838856.875000 Penalty: 939.943481
	Iteration 56Q: 3 clusters Score -1838857 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -1838928.375000 Penalty: 939.943481
	Iteration 57Q: 3 clusters Score -1838928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -1838971.750000 Penalty: 939.943481
	Iteration 58Q: 3 clusters Score -1838972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1839005.875000 Penalty: 939.943481
	Iteration 59Q: 3 clusters Score -1839006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -1839027.125000 Penalty: 939.943481
	Iteration 60F: 3 clusters Score -1839027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -1839042.250000 Penalty: 939.943481
	Iteration 61Q: 3 clusters Score -1839042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -1839059.250000 Penalty: 939.943481
	Iteration 62Q: 3 clusters Score -1839059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -1839072.250000 Penalty: 939.943481
	Iteration 63Q: 3 clusters Score -1839072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -1839083.000000 Penalty: 939.943481
	Iteration 64Q: 3 clusters Score -1839083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -1839100.500000 Penalty: 939.943481
	Iteration 65Q: 3 clusters Score -1839100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -1839106.125000 Penalty: 939.943481
	Iteration 66Q: 3 clusters Score -1839106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -1839108.875000 Penalty: 939.943481
	Iteration 67Q: 3 clusters Score -1839109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -1839114.625000 Penalty: 939.943481
	Iteration 68Q: 3 clusters Score -1839115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1839117.500000 Penalty: 939.943481
	Iteration 69Q: 3 clusters Score -1839118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -1839118.125000 Penalty: 939.943481
	Iteration 70Q: 3 clusters Score -1839118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -1839120.000000 Penalty: 939.943481
	Iteration 71Q: 3 clusters Score -1839120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -1839121.750000 Penalty: 939.943481
	Iteration 72Q: 3 clusters Score -1839122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -1839126.500000 Penalty: 939.943481
	Iteration 73Q: 3 clusters Score -1839126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -1839129.250000 Penalty: 939.943481
	Iteration 74Q: 3 clusters Score -1839129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -1839133.375000 Penalty: 939.943481
	Iteration 75Q: 3 clusters Score -1839133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -1839138.625000 Penalty: 939.943481
	Iteration 76Q: 3 clusters Score -1839139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -1839138.125000 Penalty: 939.943481
	Iteration 77Q: 3 clusters Score -1839138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -1839146.375000 Penalty: 939.943481
	Iteration 78Q: 3 clusters Score -1839146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -1839142.375000 Penalty: 939.943481
	Iteration 79Q: 3 clusters Score -1839142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1839144.875000 Penalty: 939.943481
	Iteration 80F: 3 clusters Score -1839145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -1839145.250000 Penalty: 939.943481
	Iteration 81Q: 3 clusters Score -1839145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -1839145.875000 Penalty: 939.943481
	Iteration 82Q: 3 clusters Score -1839146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -1839145.375000 Penalty: 939.943481
	Iteration 83Q: 3 clusters Score -1839145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -1839144.375000 Penalty: 939.943481
	Iteration 84Q: 3 clusters Score -1839144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -1839144.375000 Penalty: 939.943481
	Iteration 85F: 3 clusters Score -1839144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Entering Unmasked Estep 
Score: -4935053.500000 Penalty: 513.239868
	Iteration 0F: 2 clusters Score -4935054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4883576.500000 Penalty: 1026.479736
	Iteration 0F: 3 clusters Score -4883576 nChanged 38555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -4909461.000000 Penalty: 1026.479736
	Iteration 1F: 3 clusters Score -4909461 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -4912477.000000 Penalty: 1026.479736
	Iteration 2F: 3 clusters Score -4912477 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -4916896.000000 Penalty: 1026.479736
	Iteration 3F: 3 clusters Score -4916896 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -4922305.500000 Penalty: 1026.479736
	Iteration 4F: 3 clusters Score -4922306 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -4927858.500000 Penalty: 1026.479736
	Iteration 5F: 3 clusters Score -4927858 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -4932103.000000 Penalty: 1026.479736
	Iteration 6F: 3 clusters Score -4932103 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -4934050.500000 Penalty: 1026.479736
	Iteration 7Q: 3 clusters Score -4934050 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4934720.000000 Penalty: 1026.479736
	Iteration 8Q: 3 clusters Score -4934720 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 77886 members 
Entering Unmasked Estep 
Score: -4934999.000000 Penalty: 1026.479736
	Iteration 9Q: 3 clusters Score -4934999 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -4935143.500000 Penalty: 1026.479736
	Iteration 10Q: 3 clusters Score -4935144 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -4935167.000000 Penalty: 1026.479736
	Iteration 11Q: 3 clusters Score -4935167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -4935212.000000 Penalty: 1026.479736
	Iteration 12Q: 3 clusters Score -4935212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -4935202.000000 Penalty: 1026.479736
	Iteration 13Q: 3 clusters Score -4935202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -4935189.500000 Penalty: 1026.479736
	Iteration 14Q: 3 clusters Score -4935190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -4935184.500000 Penalty: 1026.479736
	Iteration 15Q: 3 clusters Score -4935184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -4935200.500000 Penalty: 1026.479736
	Iteration 16Q: 3 clusters Score -4935200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -4935206.500000 Penalty: 1026.479736
	Iteration 17Q: 3 clusters Score -4935206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -4935196.000000 Penalty: 1026.479736
	Iteration 18Q: 3 clusters Score -4935196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -4935193.000000 Penalty: 1026.479736
	Iteration 19Q: 3 clusters Score -4935193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -4935198.000000 Penalty: 1026.479736
	Iteration 20F: 3 clusters Score -4935198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -4935213.500000 Penalty: 1026.479736
	Iteration 21Q: 3 clusters Score -4935214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -4935225.000000 Penalty: 1026.479736
	Iteration 22Q: 3 clusters Score -4935225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -4935224.000000 Penalty: 1026.479736
	Iteration 23Q: 3 clusters Score -4935224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -4935233.000000 Penalty: 1026.479736
	Iteration 24Q: 3 clusters Score -4935233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -4935238.500000 Penalty: 1026.479736
	Iteration 25Q: 3 clusters Score -4935238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -4935241.000000 Penalty: 1026.479736
	Iteration 26Q: 3 clusters Score -4935241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -4935240.000000 Penalty: 1026.479736
	Iteration 27Q: 3 clusters Score -4935240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -4935240.000000 Penalty: 1026.479736
	Iteration 28Q: 3 clusters Score -4935240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -4935245.000000 Penalty: 1026.479736
	Iteration 29Q: 3 clusters Score -4935245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -4935248.500000 Penalty: 1026.479736
	Iteration 30Q: 3 clusters Score -4935248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -4935257.000000 Penalty: 1026.479736
	Iteration 31Q: 3 clusters Score -4935257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -4935246.500000 Penalty: 1026.479736
	Iteration 32Q: 3 clusters Score -4935246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -4935247.000000 Penalty: 1026.479736
	Iteration 33Q: 3 clusters Score -4935247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -4935251.000000 Penalty: 1026.479736
	Iteration 34Q: 3 clusters Score -4935251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -4935251.000000 Penalty: 1026.479736
	Iteration 35F: 3 clusters Score -4935251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 19 contains 45624 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 26604 members 
Mstep: Class 27 contains 61354 members 
Mstep: Class 28 contains 78667 members 
Entering Unmasked Estep 
Score: -42227412.000000 Penalty: 17140.593750
Splitting cluster 6 changes total score from -42227408.000000 to -42227412.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (105695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Entering Unmasked Estep 
Score: -6511368.000000 Penalty: 526.358215
	Iteration 0F: 2 clusters Score -6511368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -6444002.000000 Penalty: 1052.716431
	Iteration 0F: 3 clusters Score -6444002 nChanged 51864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6480081.500000 Penalty: 1052.716431
	Iteration 1F: 3 clusters Score -6480082 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -6486119.000000 Penalty: 1052.716431
	Iteration 2F: 3 clusters Score -6486119 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -6494144.000000 Penalty: 1052.716431
	Iteration 3F: 3 clusters Score -6494144 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -6501094.000000 Penalty: 1052.716431
	Iteration 4F: 3 clusters Score -6501094 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -6504572.000000 Penalty: 1052.716431
	Iteration 5F: 3 clusters Score -6504572 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -6506242.000000 Penalty: 1052.716431
	Iteration 6Q: 3 clusters Score -6506242 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -6507453.500000 Penalty: 1052.716431
	Iteration 7Q: 3 clusters Score -6507454 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -6508409.000000 Penalty: 1052.716431
	Iteration 8Q: 3 clusters Score -6508409 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -6509164.000000 Penalty: 1052.716431
	Iteration 9Q: 3 clusters Score -6509164 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -6509711.000000 Penalty: 1052.716431
	Iteration 10Q: 3 clusters Score -6509711 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -6510073.500000 Penalty: 1052.716431
	Iteration 11Q: 3 clusters Score -6510074 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -6510313.000000 Penalty: 1052.716431
	Iteration 12Q: 3 clusters Score -6510313 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -6510542.000000 Penalty: 1052.716431
	Iteration 13Q: 3 clusters Score -6510542 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -6510702.000000 Penalty: 1052.716431
	Iteration 14Q: 3 clusters Score -6510702 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -6510833.000000 Penalty: 1052.716431
	Iteration 15Q: 3 clusters Score -6510833 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -6511004.000000 Penalty: 1052.716431
	Iteration 16Q: 3 clusters Score -6511004 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -6511026.000000 Penalty: 1052.716431
	Iteration 17Q: 3 clusters Score -6511026 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -6511075.500000 Penalty: 1052.716431
	Iteration 18Q: 3 clusters Score -6511076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -6511112.500000 Penalty: 1052.716431
	Iteration 19Q: 3 clusters Score -6511112 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -6511086.500000 Penalty: 1052.716431
	Iteration 20F: 3 clusters Score -6511086 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -6511051.000000 Penalty: 1052.716431
	Iteration 21Q: 3 clusters Score -6511051 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -6511043.500000 Penalty: 1052.716431
	Iteration 22Q: 3 clusters Score -6511044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -6511051.000000 Penalty: 1052.716431
	Iteration 23Q: 3 clusters Score -6511051 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -6511040.000000 Penalty: 1052.716431
	Iteration 24Q: 3 clusters Score -6511040 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -6511001.500000 Penalty: 1052.716431
	Iteration 25Q: 3 clusters Score -6511002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -6511006.000000 Penalty: 1052.716431
	Iteration 26Q: 3 clusters Score -6511006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -6510997.500000 Penalty: 1052.716431
	Iteration 27Q: 3 clusters Score -6510998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -6511005.000000 Penalty: 1052.716431
	Iteration 28Q: 3 clusters Score -6511005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -6510992.500000 Penalty: 1052.716431
	Iteration 29Q: 3 clusters Score -6510992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -6510991.000000 Penalty: 1052.716431
	Iteration 30Q: 3 clusters Score -6510991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -6510990.000000 Penalty: 1052.716431
	Iteration 31Q: 3 clusters Score -6510990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -6510988.500000 Penalty: 1052.716431
	Iteration 32Q: 3 clusters Score -6510988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -6510995.000000 Penalty: 1052.716431
	Iteration 33Q: 3 clusters Score -6510995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -6511000.500000 Penalty: 1052.716431
	Iteration 34Q: 3 clusters Score -6511000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -6510993.500000 Penalty: 1052.716431
	Iteration 35Q: 3 clusters Score -6510994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -6510993.000000 Penalty: 1052.716431
	Iteration 36Q: 3 clusters Score -6510993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -6510992.000000 Penalty: 1052.716431
	Iteration 37Q: 3 clusters Score -6510992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -6510992.000000 Penalty: 1052.716431
	Iteration 38Q: 3 clusters Score -6510992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6510987.500000 Penalty: 1052.716431
	Iteration 39Q: 3 clusters Score -6510988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6510988.000000 Penalty: 1052.716431
	Iteration 40F: 3 clusters Score -6510988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6510984.500000 Penalty: 1052.716431
	Iteration 41Q: 3 clusters Score -6510984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6510986.500000 Penalty: 1052.716431
	Iteration 42Q: 3 clusters Score -6510986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6510984.000000 Penalty: 1052.716431
	Iteration 43Q: 3 clusters Score -6510984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6510984.000000 Penalty: 1052.716431
	Iteration 44F: 3 clusters Score -6510984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -105956.523438 Penalty: 342.465668
	Iteration 0F: 2 clusters Score -105956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -104628.179688 Penalty: 684.931335
	Iteration 0F: 3 clusters Score -104628.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -105066.726562 Penalty: 684.931335
	Iteration 1F: 3 clusters Score -105066.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -105130.445312 Penalty: 684.931335
	Iteration 2F: 3 clusters Score -105130.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -105176.820312 Penalty: 684.931335
	Iteration 3F: 3 clusters Score -105176.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -105210.578125 Penalty: 684.931335
	Iteration 4Q: 3 clusters Score -105210.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -105241.484375 Penalty: 684.931335
	Iteration 5Q: 3 clusters Score -105241.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -105265.625000 Penalty: 684.931335
	Iteration 6Q: 3 clusters Score -105265.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105289.085938 Penalty: 684.931335
	Iteration 7Q: 3 clusters Score -105289.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105318.210938 Penalty: 684.931335
	Iteration 8Q: 3 clusters Score -105318.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -105368.679688 Penalty: 684.931335
	Iteration 9Q: 3 clusters Score -105368.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105414.023438 Penalty: 684.931335
	Iteration 10Q: 3 clusters Score -105414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105448.703125 Penalty: 684.931335
	Iteration 11Q: 3 clusters Score -105448.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105475.984375 Penalty: 684.931335
	Iteration 12Q: 3 clusters Score -105476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105498.296875 Penalty: 684.931335
	Iteration 13Q: 3 clusters Score -105498.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105515.500000 Penalty: 684.931335
	Iteration 14Q: 3 clusters Score -105515.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105533.148438 Penalty: 684.931335
	Iteration 15Q: 3 clusters Score -105533.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105545.007812 Penalty: 684.931335
	Iteration 16Q: 3 clusters Score -105545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105555.929688 Penalty: 684.931335
	Iteration 17Q: 3 clusters Score -105555.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105567.546875 Penalty: 684.931335
	Iteration 18Q: 3 clusters Score -105567.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105579.546875 Penalty: 684.931335
	Iteration 19Q: 3 clusters Score -105579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105587.656250 Penalty: 684.931335
	Iteration 20F: 3 clusters Score -105587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105599.195312 Penalty: 684.931335
	Iteration 21Q: 3 clusters Score -105599.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105610.164062 Penalty: 684.931335
	Iteration 22Q: 3 clusters Score -105610.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105617.500000 Penalty: 684.931335
	Iteration 23Q: 3 clusters Score -105617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -105623.484375 Penalty: 684.931335
	Iteration 24Q: 3 clusters Score -105623.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -105630.804688 Penalty: 684.931335
	Iteration 25Q: 3 clusters Score -105630.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -105637.390625 Penalty: 684.931335
	Iteration 26Q: 3 clusters Score -105637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -105640.992188 Penalty: 684.931335
	Iteration 27Q: 3 clusters Score -105641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -105643.125000 Penalty: 684.931335
	Iteration 28Q: 3 clusters Score -105643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -105644.250000 Penalty: 684.931335
	Iteration 29Q: 3 clusters Score -105644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -105645.640625 Penalty: 684.931335
	Iteration 30Q: 3 clusters Score -105645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -105647.812500 Penalty: 684.931335
	Iteration 31Q: 3 clusters Score -105647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -105650.562500 Penalty: 684.931335
	Iteration 32Q: 3 clusters Score -105650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -105651.679688 Penalty: 684.931335
	Iteration 33Q: 3 clusters Score -105651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -105652.273438 Penalty: 684.931335
	Iteration 34Q: 3 clusters Score -105652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -105653.117188 Penalty: 684.931335
	Iteration 35Q: 3 clusters Score -105653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -105654.070312 Penalty: 684.931335
	Iteration 36Q: 3 clusters Score -105654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -105654.523438 Penalty: 684.931335
	Iteration 37Q: 3 clusters Score -105654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -105655.640625 Penalty: 684.931335
	Iteration 38Q: 3 clusters Score -105655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -105657.171875 Penalty: 684.931335
	Iteration 39Q: 3 clusters Score -105657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -105657.671875 Penalty: 684.931335
	Iteration 40F: 3 clusters Score -105657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -105657.593750 Penalty: 684.931335
	Iteration 41Q: 3 clusters Score -105657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -105657.593750 Penalty: 684.931335
	Iteration 42F: 3 clusters Score -105657.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -147191.593750 Penalty: 358.127289
	Iteration 0F: 2 clusters Score -147191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -145367.656250 Penalty: 716.254578
	Iteration 0F: 3 clusters Score -145367.7 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -146151.781250 Penalty: 716.254578
	Iteration 1F: 3 clusters Score -146151.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -146281.625000 Penalty: 716.254578
	Iteration 2F: 3 clusters Score -146281.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -146441.656250 Penalty: 716.254578
	Iteration 3F: 3 clusters Score -146441.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -146625.984375 Penalty: 716.254578
	Iteration 4F: 3 clusters Score -146626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146768.453125 Penalty: 716.254578
	Iteration 5F: 3 clusters Score -146768.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -146863.843750 Penalty: 716.254578
	Iteration 6Q: 3 clusters Score -146863.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -146912.984375 Penalty: 716.254578
	Iteration 7Q: 3 clusters Score -146913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146933.453125 Penalty: 716.254578
	Iteration 8Q: 3 clusters Score -146933.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -146944.484375 Penalty: 716.254578
	Iteration 9Q: 3 clusters Score -146944.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146954.093750 Penalty: 716.254578
	Iteration 10Q: 3 clusters Score -146954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146958.968750 Penalty: 716.254578
	Iteration 11Q: 3 clusters Score -146959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146964.812500 Penalty: 716.254578
	Iteration 12Q: 3 clusters Score -146964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -146969.953125 Penalty: 716.254578
	Iteration 13Q: 3 clusters Score -146970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -146972.218750 Penalty: 716.254578
	Iteration 14Q: 3 clusters Score -146972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -146973.234375 Penalty: 716.254578
	Iteration 15Q: 3 clusters Score -146973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -146975.125000 Penalty: 716.254578
	Iteration 16Q: 3 clusters Score -146975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -146977.390625 Penalty: 716.254578
	Iteration 17Q: 3 clusters Score -146977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146978.609375 Penalty: 716.254578
	Iteration 18Q: 3 clusters Score -146978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146979.609375 Penalty: 716.254578
	Iteration 19Q: 3 clusters Score -146979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146982.125000 Penalty: 716.254578
	Iteration 20F: 3 clusters Score -146982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146984.281250 Penalty: 716.254578
	Iteration 21Q: 3 clusters Score -146984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146986.375000 Penalty: 716.254578
	Iteration 22Q: 3 clusters Score -146986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146987.187500 Penalty: 716.254578
	Iteration 23Q: 3 clusters Score -146987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -146988.062500 Penalty: 716.254578
	Iteration 24Q: 3 clusters Score -146988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146989.156250 Penalty: 716.254578
	Iteration 25Q: 3 clusters Score -146989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -146989.968750 Penalty: 716.254578
	Iteration 26Q: 3 clusters Score -146990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -146992.500000 Penalty: 716.254578
	Iteration 27Q: 3 clusters Score -146992.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -146994.078125 Penalty: 716.254578
	Iteration 28Q: 3 clusters Score -146994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -146994.953125 Penalty: 716.254578
	Iteration 29Q: 3 clusters Score -146995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -146996.875000 Penalty: 716.254578
	Iteration 30Q: 3 clusters Score -146996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146998.609375 Penalty: 716.254578
	Iteration 31Q: 3 clusters Score -146998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -147001.906250 Penalty: 716.254578
	Iteration 32Q: 3 clusters Score -147001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147004.218750 Penalty: 716.254578
	Iteration 33Q: 3 clusters Score -147004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147006.078125 Penalty: 716.254578
	Iteration 34Q: 3 clusters Score -147006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147006.703125 Penalty: 716.254578
	Iteration 35Q: 3 clusters Score -147006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -147008.859375 Penalty: 716.254578
	Iteration 36Q: 3 clusters Score -147008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147010.421875 Penalty: 716.254578
	Iteration 37Q: 3 clusters Score -147010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -147012.687500 Penalty: 716.254578
	Iteration 38Q: 3 clusters Score -147012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147013.781250 Penalty: 716.254578
	Iteration 39Q: 3 clusters Score -147013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147015.390625 Penalty: 716.254578
	Iteration 40F: 3 clusters Score -147015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147016.703125 Penalty: 716.254578
	Iteration 41Q: 3 clusters Score -147016.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147017.671875 Penalty: 716.254578
	Iteration 42Q: 3 clusters Score -147017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147018.390625 Penalty: 716.254578
	Iteration 43Q: 3 clusters Score -147018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147019.062500 Penalty: 716.254578
	Iteration 44Q: 3 clusters Score -147019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147020.500000 Penalty: 716.254578
	Iteration 45Q: 3 clusters Score -147020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -147021.781250 Penalty: 716.254578
	Iteration 46Q: 3 clusters Score -147021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147022.250000 Penalty: 716.254578
	Iteration 47Q: 3 clusters Score -147022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147023.125000 Penalty: 716.254578
	Iteration 48Q: 3 clusters Score -147023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147023.906250 Penalty: 716.254578
	Iteration 49Q: 3 clusters Score -147023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147029.078125 Penalty: 716.254578
	Iteration 50Q: 3 clusters Score -147029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -147032.609375 Penalty: 716.254578
	Iteration 51Q: 3 clusters Score -147032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -147033.265625 Penalty: 716.254578
	Iteration 52Q: 3 clusters Score -147033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147033.484375 Penalty: 716.254578
	Iteration 53Q: 3 clusters Score -147033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147033.687500 Penalty: 716.254578
	Iteration 54Q: 3 clusters Score -147033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147033.687500 Penalty: 716.254578
	Iteration 55F: 3 clusters Score -147033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -291551.781250 Penalty: 386.705841
	Iteration 0F: 2 clusters Score -291551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -288224.500000 Penalty: 773.411682
	Iteration 0F: 3 clusters Score -288224.5 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -289491.468750 Penalty: 773.411682
	Iteration 1F: 3 clusters Score -289491.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -289638.687500 Penalty: 773.411682
	Iteration 2F: 3 clusters Score -289638.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -289778.750000 Penalty: 773.411682
	Iteration 3F: 3 clusters Score -289778.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -289896.781250 Penalty: 773.411682
	Iteration 4F: 3 clusters Score -289896.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -290009.875000 Penalty: 773.411682
	Iteration 5Q: 3 clusters Score -290009.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -290133.000000 Penalty: 773.411682
	Iteration 6Q: 3 clusters Score -290133 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -290293.062500 Penalty: 773.411682
	Iteration 7Q: 3 clusters Score -290293.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -290465.562500 Penalty: 773.411682
	Iteration 8Q: 3 clusters Score -290465.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -290638.937500 Penalty: 773.411682
	Iteration 9Q: 3 clusters Score -290638.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -290782.437500 Penalty: 773.411682
	Iteration 10Q: 3 clusters Score -290782.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290918.468750 Penalty: 773.411682
	Iteration 11Q: 3 clusters Score -290918.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -291026.031250 Penalty: 773.411682
	Iteration 12Q: 3 clusters Score -291026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -291108.687500 Penalty: 773.411682
	Iteration 13Q: 3 clusters Score -291108.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -291176.312500 Penalty: 773.411682
	Iteration 14Q: 3 clusters Score -291176.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291228.875000 Penalty: 773.411682
	Iteration 15Q: 3 clusters Score -291228.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291272.093750 Penalty: 773.411682
	Iteration 16Q: 3 clusters Score -291272.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291300.531250 Penalty: 773.411682
	Iteration 17Q: 3 clusters Score -291300.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291317.218750 Penalty: 773.411682
	Iteration 18Q: 3 clusters Score -291317.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -291330.531250 Penalty: 773.411682
	Iteration 19Q: 3 clusters Score -291330.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -291339.843750 Penalty: 773.411682
	Iteration 20F: 3 clusters Score -291339.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -291344.687500 Penalty: 773.411682
	Iteration 21Q: 3 clusters Score -291344.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -291349.500000 Penalty: 773.411682
	Iteration 22Q: 3 clusters Score -291349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -291353.906250 Penalty: 773.411682
	Iteration 23Q: 3 clusters Score -291353.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291360.000000 Penalty: 773.411682
	Iteration 24Q: 3 clusters Score -291360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291366.125000 Penalty: 773.411682
	Iteration 25Q: 3 clusters Score -291366.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291369.187500 Penalty: 773.411682
	Iteration 26Q: 3 clusters Score -291369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291371.468750 Penalty: 773.411682
	Iteration 27Q: 3 clusters Score -291371.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291372.093750 Penalty: 773.411682
	Iteration 28Q: 3 clusters Score -291372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291372.250000 Penalty: 773.411682
	Iteration 29Q: 3 clusters Score -291372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291372.718750 Penalty: 773.411682
	Iteration 30Q: 3 clusters Score -291372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291372.718750 Penalty: 773.411682
	Iteration 31F: 3 clusters Score -291372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Entering Unmasked Estep 
Score: -1945893.750000 Penalty: 468.975372
	Iteration 0F: 2 clusters Score -1945894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1925715.625000 Penalty: 937.950745
	Iteration 0F: 3 clusters Score -1925716 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1934438.375000 Penalty: 937.950745
	Iteration 1F: 3 clusters Score -1934438 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1934856.375000 Penalty: 937.950745
	Iteration 2Q: 3 clusters Score -1934856 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1935532.000000 Penalty: 937.950745
	Iteration 3Q: 3 clusters Score -1935532 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1936696.125000 Penalty: 937.950745
	Iteration 4F: 3 clusters Score -1936696 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1938669.500000 Penalty: 937.950745
	Iteration 5F: 3 clusters Score -1938670 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1941279.250000 Penalty: 937.950745
	Iteration 6F: 3 clusters Score -1941279 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1943657.500000 Penalty: 937.950745
	Iteration 7F: 3 clusters Score -1943658 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1944865.125000 Penalty: 937.950745
	Iteration 8Q: 3 clusters Score -1944865 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1945295.250000 Penalty: 937.950745
	Iteration 9Q: 3 clusters Score -1945295 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1945433.000000 Penalty: 937.950745
	Iteration 10Q: 3 clusters Score -1945433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1945471.375000 Penalty: 937.950745
	Iteration 11Q: 3 clusters Score -1945471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1945486.125000 Penalty: 937.950745
	Iteration 12Q: 3 clusters Score -1945486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1945491.875000 Penalty: 937.950745
	Iteration 13Q: 3 clusters Score -1945492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1945491.875000 Penalty: 937.950745
	Iteration 14F: 3 clusters Score -1945492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Entering Unmasked Estep 
Score: -2855829.000000 Penalty: 485.914276
	Iteration 0F: 2 clusters Score -2855829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2828570.750000 Penalty: 971.828552
	Iteration 0F: 3 clusters Score -2828571 nChanged 21009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2842093.000000 Penalty: 971.828552
	Iteration 1F: 3 clusters Score -2842093 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2843596.750000 Penalty: 971.828552
	Iteration 2F: 3 clusters Score -2843597 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2846008.250000 Penalty: 971.828552
	Iteration 3F: 3 clusters Score -2846008 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2848751.750000 Penalty: 971.828552
	Iteration 4F: 3 clusters Score -2848752 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2850460.250000 Penalty: 971.828552
	Iteration 5F: 3 clusters Score -2850460 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2851070.000000 Penalty: 971.828552
	Iteration 6Q: 3 clusters Score -2851070 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2851247.750000 Penalty: 971.828552
	Iteration 7Q: 3 clusters Score -2851248 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2851354.250000 Penalty: 971.828552
	Iteration 8Q: 3 clusters Score -2851354 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2851471.250000 Penalty: 971.828552
	Iteration 9Q: 3 clusters Score -2851471 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -2851571.500000 Penalty: 971.828552
	Iteration 10Q: 3 clusters Score -2851572 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -2851682.250000 Penalty: 971.828552
	Iteration 11Q: 3 clusters Score -2851682 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -2851792.500000 Penalty: 971.828552
	Iteration 12Q: 3 clusters Score -2851792 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2851880.750000 Penalty: 971.828552
	Iteration 13Q: 3 clusters Score -2851881 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -2851972.750000 Penalty: 971.828552
	Iteration 14Q: 3 clusters Score -2851973 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -2852093.250000 Penalty: 971.828552
	Iteration 15Q: 3 clusters Score -2852093 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -2852191.500000 Penalty: 971.828552
	Iteration 16Q: 3 clusters Score -2852192 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -2852297.750000 Penalty: 971.828552
	Iteration 17Q: 3 clusters Score -2852298 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -2852434.250000 Penalty: 971.828552
	Iteration 18Q: 3 clusters Score -2852434 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -2852583.750000 Penalty: 971.828552
	Iteration 19Q: 3 clusters Score -2852584 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -2852745.000000 Penalty: 971.828552
	Iteration 20F: 3 clusters Score -2852745 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -2852887.000000 Penalty: 971.828552
	Iteration 21Q: 3 clusters Score -2852887 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -2853082.000000 Penalty: 971.828552
	Iteration 22Q: 3 clusters Score -2853082 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -2853273.250000 Penalty: 971.828552
	Iteration 23Q: 3 clusters Score -2853273 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -2853532.500000 Penalty: 971.828552
	Iteration 24Q: 3 clusters Score -2853532 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -2853776.250000 Penalty: 971.828552
	Iteration 25Q: 3 clusters Score -2853776 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -2854036.000000 Penalty: 971.828552
	Iteration 26Q: 3 clusters Score -2854036 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -2854319.250000 Penalty: 971.828552
	Iteration 27Q: 3 clusters Score -2854319 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -2854525.250000 Penalty: 971.828552
	Iteration 28Q: 3 clusters Score -2854525 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -2854716.000000 Penalty: 971.828552
	Iteration 29Q: 3 clusters Score -2854716 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -2854945.750000 Penalty: 971.828552
	Iteration 30Q: 3 clusters Score -2854946 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -2855109.500000 Penalty: 971.828552
	Iteration 31Q: 3 clusters Score -2855110 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -2855214.750000 Penalty: 971.828552
	Iteration 32Q: 3 clusters Score -2855215 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -2855313.250000 Penalty: 971.828552
	Iteration 33Q: 3 clusters Score -2855313 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -2855373.750000 Penalty: 971.828552
	Iteration 34Q: 3 clusters Score -2855374 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -2855408.500000 Penalty: 971.828552
	Iteration 35Q: 3 clusters Score -2855408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -2855415.000000 Penalty: 971.828552
	Iteration 36Q: 3 clusters Score -2855415 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -2855450.250000 Penalty: 971.828552
	Iteration 37Q: 3 clusters Score -2855450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -2855464.750000 Penalty: 971.828552
	Iteration 38Q: 3 clusters Score -2855465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -2855473.750000 Penalty: 971.828552
	Iteration 39Q: 3 clusters Score -2855474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -2855500.500000 Penalty: 971.828552
	Iteration 40F: 3 clusters Score -2855500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -2855503.750000 Penalty: 971.828552
	Iteration 41Q: 3 clusters Score -2855504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -2855499.750000 Penalty: 971.828552
	Iteration 42Q: 3 clusters Score -2855500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -2855508.500000 Penalty: 971.828552
	Iteration 43Q: 3 clusters Score -2855508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -2855509.500000 Penalty: 971.828552
	Iteration 44Q: 3 clusters Score -2855510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -2855515.000000 Penalty: 971.828552
	Iteration 45Q: 3 clusters Score -2855515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -2855513.750000 Penalty: 971.828552
	Iteration 46Q: 3 clusters Score -2855514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -2855514.750000 Penalty: 971.828552
	Iteration 47Q: 3 clusters Score -2855515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -2855515.000000 Penalty: 971.828552
	Iteration 48Q: 3 clusters Score -2855515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -2855515.000000 Penalty: 971.828552
	Iteration 49F: 3 clusters Score -2855515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Entering Unmasked Estep 
Score: -2753520.000000 Penalty: 483.953308
	Iteration 0F: 2 clusters Score -2753520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2726751.500000 Penalty: 967.906616
	Iteration 0F: 3 clusters Score -2726752 nChanged 20075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2738496.500000 Penalty: 967.906616
	Iteration 1F: 3 clusters Score -2738496 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2738913.500000 Penalty: 967.906616
	Iteration 2Q: 3 clusters Score -2738914 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2739553.000000 Penalty: 967.906616
	Iteration 3Q: 3 clusters Score -2739553 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2740560.000000 Penalty: 967.906616
	Iteration 4F: 3 clusters Score -2740560 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2741997.250000 Penalty: 967.906616
	Iteration 5F: 3 clusters Score -2741997 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -2743861.750000 Penalty: 967.906616
	Iteration 6F: 3 clusters Score -2743862 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -2746052.000000 Penalty: 967.906616
	Iteration 7F: 3 clusters Score -2746052 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -2748467.750000 Penalty: 967.906616
	Iteration 8F: 3 clusters Score -2748468 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -2750477.000000 Penalty: 967.906616
	Iteration 9F: 3 clusters Score -2750477 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -2751704.250000 Penalty: 967.906616
	Iteration 10Q: 3 clusters Score -2751704 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -2752303.500000 Penalty: 967.906616
	Iteration 11Q: 3 clusters Score -2752304 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -2752557.500000 Penalty: 967.906616
	Iteration 12Q: 3 clusters Score -2752558 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -2752758.000000 Penalty: 967.906616
	Iteration 13Q: 3 clusters Score -2752758 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -2752838.750000 Penalty: 967.906616
	Iteration 14Q: 3 clusters Score -2752839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -2752934.500000 Penalty: 967.906616
	Iteration 15Q: 3 clusters Score -2752934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -2752980.000000 Penalty: 967.906616
	Iteration 16Q: 3 clusters Score -2752980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -2753008.500000 Penalty: 967.906616
	Iteration 17Q: 3 clusters Score -2753008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -2753016.500000 Penalty: 967.906616
	Iteration 18Q: 3 clusters Score -2753016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -2753016.250000 Penalty: 967.906616
	Iteration 19Q: 3 clusters Score -2753016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -2753020.000000 Penalty: 967.906616
	Iteration 20F: 3 clusters Score -2753020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -2753026.500000 Penalty: 967.906616
	Iteration 21Q: 3 clusters Score -2753026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -2753036.250000 Penalty: 967.906616
	Iteration 22Q: 3 clusters Score -2753036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -2753047.500000 Penalty: 967.906616
	Iteration 23Q: 3 clusters Score -2753048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -2753045.250000 Penalty: 967.906616
	Iteration 24Q: 3 clusters Score -2753045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2753049.750000 Penalty: 967.906616
	Iteration 25Q: 3 clusters Score -2753050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -2753045.500000 Penalty: 967.906616
	Iteration 26Q: 3 clusters Score -2753046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -2753043.750000 Penalty: 967.906616
	Iteration 27Q: 3 clusters Score -2753044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -2753046.750000 Penalty: 967.906616
	Iteration 28Q: 3 clusters Score -2753047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -2753046.000000 Penalty: 967.906616
	Iteration 29Q: 3 clusters Score -2753046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -2753041.250000 Penalty: 967.906616
	Iteration 30Q: 3 clusters Score -2753041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -2753044.750000 Penalty: 967.906616
	Iteration 31Q: 3 clusters Score -2753045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -2753054.750000 Penalty: 967.906616
	Iteration 32Q: 3 clusters Score -2753055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2753063.500000 Penalty: 967.906616
	Iteration 33Q: 3 clusters Score -2753064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -2753068.000000 Penalty: 967.906616
	Iteration 34Q: 3 clusters Score -2753068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -2753072.750000 Penalty: 967.906616
	Iteration 35Q: 3 clusters Score -2753073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -2753071.750000 Penalty: 967.906616
	Iteration 36Q: 3 clusters Score -2753072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -2753075.000000 Penalty: 967.906616
	Iteration 37Q: 3 clusters Score -2753075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -2753077.250000 Penalty: 967.906616
	Iteration 38Q: 3 clusters Score -2753077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -2753081.500000 Penalty: 967.906616
	Iteration 39Q: 3 clusters Score -2753082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -2753092.500000 Penalty: 967.906616
	Iteration 40F: 3 clusters Score -2753092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -2753092.500000 Penalty: 967.906616
	Iteration 41Q: 3 clusters Score -2753092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -2753094.000000 Penalty: 967.906616
	Iteration 42Q: 3 clusters Score -2753094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -2753094.000000 Penalty: 967.906616
	Iteration 43F: 3 clusters Score -2753094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -238675.671875 Penalty: 377.082520
	Iteration 0F: 2 clusters Score -238675.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -235932.968750 Penalty: 754.165039
	Iteration 0F: 3 clusters Score -235933 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -237012.906250 Penalty: 754.165039
	Iteration 1F: 3 clusters Score -237012.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -237184.734375 Penalty: 754.165039
	Iteration 2F: 3 clusters Score -237184.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -237379.328125 Penalty: 754.165039
	Iteration 3F: 3 clusters Score -237379.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -237592.890625 Penalty: 754.165039
	Iteration 4F: 3 clusters Score -237592.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -237779.953125 Penalty: 754.165039
	Iteration 5F: 3 clusters Score -237780 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -237922.046875 Penalty: 754.165039
	Iteration 6Q: 3 clusters Score -237922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -238020.156250 Penalty: 754.165039
	Iteration 7Q: 3 clusters Score -238020.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -238083.671875 Penalty: 754.165039
	Iteration 8Q: 3 clusters Score -238083.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -238145.421875 Penalty: 754.165039
	Iteration 9Q: 3 clusters Score -238145.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -238182.765625 Penalty: 754.165039
	Iteration 10Q: 3 clusters Score -238182.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -238201.906250 Penalty: 754.165039
	Iteration 11Q: 3 clusters Score -238201.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -238219.078125 Penalty: 754.165039
	Iteration 12Q: 3 clusters Score -238219.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -238230.984375 Penalty: 754.165039
	Iteration 13Q: 3 clusters Score -238231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -238241.687500 Penalty: 754.165039
	Iteration 14Q: 3 clusters Score -238241.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -238256.687500 Penalty: 754.165039
	Iteration 15Q: 3 clusters Score -238256.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -238271.218750 Penalty: 754.165039
	Iteration 16Q: 3 clusters Score -238271.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -238281.468750 Penalty: 754.165039
	Iteration 17Q: 3 clusters Score -238281.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -238289.078125 Penalty: 754.165039
	Iteration 18Q: 3 clusters Score -238289.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -238298.703125 Penalty: 754.165039
	Iteration 19Q: 3 clusters Score -238298.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -238307.265625 Penalty: 754.165039
	Iteration 20F: 3 clusters Score -238307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -238310.968750 Penalty: 754.165039
	Iteration 21Q: 3 clusters Score -238311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -238317.687500 Penalty: 754.165039
	Iteration 22Q: 3 clusters Score -238317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -238320.796875 Penalty: 754.165039
	Iteration 23Q: 3 clusters Score -238320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -238322.687500 Penalty: 754.165039
	Iteration 24Q: 3 clusters Score -238322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -238329.343750 Penalty: 754.165039
	Iteration 25Q: 3 clusters Score -238329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -238336.859375 Penalty: 754.165039
	Iteration 26Q: 3 clusters Score -238336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -238343.562500 Penalty: 754.165039
	Iteration 27Q: 3 clusters Score -238343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -238350.281250 Penalty: 754.165039
	Iteration 28Q: 3 clusters Score -238350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -238356.640625 Penalty: 754.165039
	Iteration 29Q: 3 clusters Score -238356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -238360.875000 Penalty: 754.165039
	Iteration 30Q: 3 clusters Score -238360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -238362.703125 Penalty: 754.165039
	Iteration 31Q: 3 clusters Score -238362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -238363.718750 Penalty: 754.165039
	Iteration 32Q: 3 clusters Score -238363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -238363.718750 Penalty: 754.165039
	Iteration 33F: 3 clusters Score -238363.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -425415.406250 Penalty: 398.429047
	Iteration 0F: 2 clusters Score -425415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -421195.000000 Penalty: 796.858093
	Iteration 0F: 3 clusters Score -421195 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -422857.656250 Penalty: 796.858093
	Iteration 1F: 3 clusters Score -422857.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -423072.218750 Penalty: 796.858093
	Iteration 2F: 3 clusters Score -423072.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -423304.843750 Penalty: 796.858093
	Iteration 3F: 3 clusters Score -423304.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -423555.062500 Penalty: 796.858093
	Iteration 4F: 3 clusters Score -423555.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -423813.312500 Penalty: 796.858093
	Iteration 5F: 3 clusters Score -423813.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -424111.000000 Penalty: 796.858093
	Iteration 6F: 3 clusters Score -424111 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -424384.125000 Penalty: 796.858093
	Iteration 7Q: 3 clusters Score -424384.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -424583.093750 Penalty: 796.858093
	Iteration 8Q: 3 clusters Score -424583.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -424688.937500 Penalty: 796.858093
	Iteration 9Q: 3 clusters Score -424688.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -424748.406250 Penalty: 796.858093
	Iteration 10Q: 3 clusters Score -424748.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -424798.375000 Penalty: 796.858093
	Iteration 11Q: 3 clusters Score -424798.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -424841.781250 Penalty: 796.858093
	Iteration 12Q: 3 clusters Score -424841.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -424876.000000 Penalty: 796.858093
	Iteration 13Q: 3 clusters Score -424876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -424908.593750 Penalty: 796.858093
	Iteration 14Q: 3 clusters Score -424908.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -424934.843750 Penalty: 796.858093
	Iteration 15Q: 3 clusters Score -424934.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -424958.187500 Penalty: 796.858093
	Iteration 16Q: 3 clusters Score -424958.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -424981.093750 Penalty: 796.858093
	Iteration 17Q: 3 clusters Score -424981.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -425000.093750 Penalty: 796.858093
	Iteration 18Q: 3 clusters Score -425000.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -425015.406250 Penalty: 796.858093
	Iteration 19Q: 3 clusters Score -425015.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -425026.031250 Penalty: 796.858093
	Iteration 20F: 3 clusters Score -425026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -425034.656250 Penalty: 796.858093
	Iteration 21Q: 3 clusters Score -425034.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -425040.031250 Penalty: 796.858093
	Iteration 22Q: 3 clusters Score -425040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -425041.750000 Penalty: 796.858093
	Iteration 23Q: 3 clusters Score -425041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -425044.125000 Penalty: 796.858093
	Iteration 24Q: 3 clusters Score -425044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -425046.718750 Penalty: 796.858093
	Iteration 25Q: 3 clusters Score -425046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -425049.031250 Penalty: 796.858093
	Iteration 26Q: 3 clusters Score -425049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -425050.843750 Penalty: 796.858093
	Iteration 27Q: 3 clusters Score -425050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -425053.375000 Penalty: 796.858093
	Iteration 28Q: 3 clusters Score -425053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -425055.281250 Penalty: 796.858093
	Iteration 29Q: 3 clusters Score -425055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -425055.531250 Penalty: 796.858093
	Iteration 30Q: 3 clusters Score -425055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -425055.531250 Penalty: 796.858093
	Iteration 31Q: 3 clusters Score -425055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -425057.500000 Penalty: 796.858093
	Iteration 32Q: 3 clusters Score -425057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -425057.968750 Penalty: 796.858093
	Iteration 33Q: 3 clusters Score -425058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -425057.968750 Penalty: 796.858093
	Iteration 34F: 3 clusters Score -425058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Entering Unmasked Estep 
Score: -1718724.500000 Penalty: 463.021515
	Iteration 0F: 2 clusters Score -1718724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1701243.625000 Penalty: 926.043030
	Iteration 0F: 3 clusters Score -1701244 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1708342.375000 Penalty: 926.043030
	Iteration 1F: 3 clusters Score -1708342 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1708781.000000 Penalty: 926.043030
	Iteration 2Q: 3 clusters Score -1708781 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1709461.500000 Penalty: 926.043030
	Iteration 3F: 3 clusters Score -1709462 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1710509.625000 Penalty: 926.043030
	Iteration 4F: 3 clusters Score -1710510 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1712154.625000 Penalty: 926.043030
	Iteration 5F: 3 clusters Score -1712155 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1713801.500000 Penalty: 926.043030
	Iteration 6F: 3 clusters Score -1713802 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1714654.375000 Penalty: 926.043030
	Iteration 7F: 3 clusters Score -1714654 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1715008.625000 Penalty: 926.043030
	Iteration 8Q: 3 clusters Score -1715009 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1715236.750000 Penalty: 926.043030
	Iteration 9Q: 3 clusters Score -1715237 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1715431.125000 Penalty: 926.043030
	Iteration 10Q: 3 clusters Score -1715431 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1715606.375000 Penalty: 926.043030
	Iteration 11Q: 3 clusters Score -1715606 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1715787.250000 Penalty: 926.043030
	Iteration 12Q: 3 clusters Score -1715787 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1715962.875000 Penalty: 926.043030
	Iteration 13Q: 3 clusters Score -1715963 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1716152.500000 Penalty: 926.043030
	Iteration 14Q: 3 clusters Score -1716152 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1716366.000000 Penalty: 926.043030
	Iteration 15Q: 3 clusters Score -1716366 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1716545.625000 Penalty: 926.043030
	Iteration 16Q: 3 clusters Score -1716546 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1716711.500000 Penalty: 926.043030
	Iteration 17Q: 3 clusters Score -1716712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1716851.750000 Penalty: 926.043030
	Iteration 18Q: 3 clusters Score -1716852 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1716973.500000 Penalty: 926.043030
	Iteration 19Q: 3 clusters Score -1716974 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1717091.250000 Penalty: 926.043030
	Iteration 20F: 3 clusters Score -1717091 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1717192.875000 Penalty: 926.043030
	Iteration 21Q: 3 clusters Score -1717193 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1717272.125000 Penalty: 926.043030
	Iteration 22Q: 3 clusters Score -1717272 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1717343.125000 Penalty: 926.043030
	Iteration 23Q: 3 clusters Score -1717343 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1717397.500000 Penalty: 926.043030
	Iteration 24Q: 3 clusters Score -1717398 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1717455.125000 Penalty: 926.043030
	Iteration 25Q: 3 clusters Score -1717455 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1717519.875000 Penalty: 926.043030
	Iteration 26Q: 3 clusters Score -1717520 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1717584.875000 Penalty: 926.043030
	Iteration 27Q: 3 clusters Score -1717585 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1717646.625000 Penalty: 926.043030
	Iteration 28Q: 3 clusters Score -1717647 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1717693.500000 Penalty: 926.043030
	Iteration 29Q: 3 clusters Score -1717694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1717728.625000 Penalty: 926.043030
	Iteration 30Q: 3 clusters Score -1717729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -1717759.000000 Penalty: 926.043030
	Iteration 31Q: 3 clusters Score -1717759 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1717787.625000 Penalty: 926.043030
	Iteration 32Q: 3 clusters Score -1717788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -1717810.750000 Penalty: 926.043030
	Iteration 33Q: 3 clusters Score -1717811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1717844.875000 Penalty: 926.043030
	Iteration 34Q: 3 clusters Score -1717845 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -1717866.750000 Penalty: 926.043030
	Iteration 35Q: 3 clusters Score -1717867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -1717888.625000 Penalty: 926.043030
	Iteration 36Q: 3 clusters Score -1717889 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -1717909.500000 Penalty: 926.043030
	Iteration 37Q: 3 clusters Score -1717910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1717928.625000 Penalty: 926.043030
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1717953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1717971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1717989 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1718005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1718014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1718036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1718049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -1718063.125000 Penalty: 926.043030
	Iteration 46Q: 3 clusters Score -1718063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1718088 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1718104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -1718131.875000 Penalty: 926.043030
	Iteration 49Q: 3 clusters Score -1718132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1718147 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1718165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -1718174.625000 Penalty: 926.043030
	Iteration 52Q: 3 clusters Score -1718175 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1718181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -1718191.250000 Penalty: 926.043030
	Iteration 54Q: 3 clusters Score -1718191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1718192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -1718195.750000 Penalty: 926.043030
	Iteration 56Q: 3 clusters Score -1718196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1718198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1718218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1718226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -1718220.750000 Penalty: 926.043030
	Iteration 60F: 3 clusters Score -1718221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1718227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1718230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1718234 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1718238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1718239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -1718247.875000 Penalty: 926.043030
	Iteration 66Q: 3 clusters Score -1718248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -1718251.625000 Penalty: 926.043030
	Iteration 67Q: 3 clusters Score -1718252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1718252 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1718259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1718262 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1718265 nChanged 41
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Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1718264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1718269 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1718268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -1718271.000000 Penalty: 926.043030
	Iteration 75Q: 3 clusters Score -1718271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1718270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1718268.750000 Penalty: 926.043030
	Iteration 77Q: 3 clusters Score -1718269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -1718275.625000 Penalty: 926.043030
	Iteration 78Q: 3 clusters Score -1718276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1718275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1718275.500000 Penalty: 926.043030
	Iteration 80F: 3 clusters Score -1718276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -1718280.750000 Penalty: 926.043030
	Iteration 81Q: 3 clusters Score -1718281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -1718282.125000 Penalty: 926.043030
	Iteration 82Q: 3 clusters Score -1718282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -1718285.750000 Penalty: 926.043030
	Iteration 83Q: 3 clusters Score -1718286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1718291.125000 Penalty: 926.043030
	Iteration 84Q: 3 clusters Score -1718291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1718297.500000 Penalty: 926.043030
	Iteration 85Q: 3 clusters Score -1718298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -1718302.125000 Penalty: 926.043030
	Iteration 86Q: 3 clusters Score -1718302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -1718301.500000 Penalty: 926.043030
	Iteration 87Q: 3 clusters Score -1718302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -1718303.625000 Penalty: 926.043030
	Iteration 88Q: 3 clusters Score -1718304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -1718305.750000 Penalty: 926.043030
	Iteration 89Q: 3 clusters Score -1718306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -1718302.625000 Penalty: 926.043030
	Iteration 90Q: 3 clusters Score -1718303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -1718305.125000 Penalty: 926.043030
	Iteration 91Q: 3 clusters Score -1718305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -1718305.375000 Penalty: 926.043030
	Iteration 92Q: 3 clusters Score -1718305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -1718305.375000 Penalty: 926.043030
	Iteration 93Q: 3 clusters Score -1718305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -1718302.625000 Penalty: 926.043030
	Iteration 94Q: 3 clusters Score -1718303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -1718305.500000 Penalty: 926.043030
	Iteration 95Q: 3 clusters Score -1718306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1718305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -1718313.125000 Penalty: 926.043030
	Iteration 97Q: 3 clusters Score -1718313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -1718314.125000 Penalty: 926.043030
	Iteration 98Q: 3 clusters Score -1718314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -1718318.625000 Penalty: 926.043030
	Iteration 99Q: 3 clusters Score -1718319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -1718320.000000 Penalty: 926.043030
	Iteration 100F: 3 clusters Score -1718320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -1718327.750000 Penalty: 926.043030
	Iteration 101Q: 3 clusters Score -1718328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -1718327.000000 Penalty: 926.043030
	Iteration 102Q: 3 clusters Score -1718327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -1718335.125000 Penalty: 926.043030
	Iteration 103Q: 3 clusters Score -1718335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -1718338.250000 Penalty: 926.043030
	Iteration 104Q: 3 clusters Score -1718338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -1718339.000000 Penalty: 926.043030
	Iteration 105Q: 3 clusters Score -1718339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -1718345.625000 Penalty: 926.043030
	Iteration 106Q: 3 clusters Score -1718346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1718343.500000 Penalty: 926.043030
	Iteration 107Q: 3 clusters Score -1718344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -1718345.125000 Penalty: 926.043030
	Iteration 108Q: 3 clusters Score -1718345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -1718344.750000 Penalty: 926.043030
	Iteration 109Q: 3 clusters Score -1718345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -1718349.625000 Penalty: 926.043030
	Iteration 110Q: 3 clusters Score -1718350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -1718355.000000 Penalty: 926.043030
	Iteration 111Q: 3 clusters Score -1718355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -1718357.875000 Penalty: 926.043030
	Iteration 112Q: 3 clusters Score -1718358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -1718363.500000 Penalty: 926.043030
	Iteration 113Q: 3 clusters Score -1718364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1718362.625000 Penalty: 926.043030
	Iteration 114Q: 3 clusters Score -1718363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -1718361.250000 Penalty: 926.043030
	Iteration 115Q: 3 clusters Score -1718361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -1718365.750000 Penalty: 926.043030
	Iteration 116Q: 3 clusters Score -1718366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -1718365.125000 Penalty: 926.043030
	Iteration 117Q: 3 clusters Score -1718365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -1718366.750000 Penalty: 926.043030
	Iteration 118Q: 3 clusters Score -1718367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -1718366.500000 Penalty: 926.043030
	Iteration 119Q: 3 clusters Score -1718366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -1718371.000000 Penalty: 926.043030
	Iteration 120F: 3 clusters Score -1718371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -1718373.250000 Penalty: 926.043030
	Iteration 121Q: 3 clusters Score -1718373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1718372.375000 Penalty: 926.043030
	Iteration 122Q: 3 clusters Score -1718372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -1718379.250000 Penalty: 926.043030
	Iteration 123Q: 3 clusters Score -1718379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -1718386.000000 Penalty: 926.043030
	Iteration 124Q: 3 clusters Score -1718386 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -1718391.750000 Penalty: 926.043030
	Iteration 125Q: 3 clusters Score -1718392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -1718402.000000 Penalty: 926.043030
	Iteration 126Q: 3 clusters Score -1718402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -1718408.750000 Penalty: 926.043030
	Iteration 127Q: 3 clusters Score -1718409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1718418.500000 Penalty: 926.043030
	Iteration 128Q: 3 clusters Score -1718418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -1718422.500000 Penalty: 926.043030
	Iteration 129Q: 3 clusters Score -1718422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -1718419.750000 Penalty: 926.043030
	Iteration 130Q: 3 clusters Score -1718420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -1718428.000000 Penalty: 926.043030
	Iteration 131Q: 3 clusters Score -1718428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -1718432.250000 Penalty: 926.043030
	Iteration 132Q: 3 clusters Score -1718432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -1718436.500000 Penalty: 926.043030
	Iteration 133Q: 3 clusters Score -1718436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1718438.250000 Penalty: 926.043030
	Iteration 134Q: 3 clusters Score -1718438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -1718441.625000 Penalty: 926.043030
	Iteration 135Q: 3 clusters Score -1718442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -1718444.625000 Penalty: 926.043030
	Iteration 136Q: 3 clusters Score -1718445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -1718443.875000 Penalty: 926.043030
	Iteration 137Q: 3 clusters Score -1718444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -1718444.375000 Penalty: 926.043030
	Iteration 138Q: 3 clusters Score -1718444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -1718441.250000 Penalty: 926.043030
	Iteration 139Q: 3 clusters Score -1718441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1718444.500000 Penalty: 926.043030
	Iteration 140F: 3 clusters Score -1718444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -1718445.125000 Penalty: 926.043030
	Iteration 141Q: 3 clusters Score -1718445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -1718444.250000 Penalty: 926.043030
	Iteration 142Q: 3 clusters Score -1718444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -1718446.750000 Penalty: 926.043030
	Iteration 143Q: 3 clusters Score -1718447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -1718450.875000 Penalty: 926.043030
	Iteration 144Q: 3 clusters Score -1718451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -1718450.375000 Penalty: 926.043030
	Iteration 145Q: 3 clusters Score -1718450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -1718452.500000 Penalty: 926.043030
	Iteration 146Q: 3 clusters Score -1718452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -1718455.375000 Penalty: 926.043030
	Iteration 147Q: 3 clusters Score -1718455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -1718455.750000 Penalty: 926.043030
	Iteration 148Q: 3 clusters Score -1718456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1718457.500000 Penalty: 926.043030
	Iteration 149Q: 3 clusters Score -1718458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -1718457.875000 Penalty: 926.043030
	Iteration 150Q: 3 clusters Score -1718458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -1718458.875000 Penalty: 926.043030
	Iteration 151Q: 3 clusters Score -1718459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -1718461.125000 Penalty: 926.043030
	Iteration 152Q: 3 clusters Score -1718461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -1718462.250000 Penalty: 926.043030
	Iteration 153Q: 3 clusters Score -1718462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1718462.875000 Penalty: 926.043030
	Iteration 154Q: 3 clusters Score -1718463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -1718461.000000 Penalty: 926.043030
	Iteration 155Q: 3 clusters Score -1718461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -1718464.750000 Penalty: 926.043030
	Iteration 156Q: 3 clusters Score -1718465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -1718462.500000 Penalty: 926.043030
	Iteration 157Q: 3 clusters Score -1718462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -1718463.500000 Penalty: 926.043030
	Iteration 158Q: 3 clusters Score -1718464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1718461.750000 Penalty: 926.043030
	Iteration 159Q: 3 clusters Score -1718462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -1718462.500000 Penalty: 926.043030
	Iteration 160F: 3 clusters Score -1718462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -1718462.750000 Penalty: 926.043030
	Iteration 161Q: 3 clusters Score -1718463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -1718462.750000 Penalty: 926.043030
	Iteration 162Q: 3 clusters Score -1718463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -1718463.375000 Penalty: 926.043030
	Iteration 163Q: 3 clusters Score -1718463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -1718464.250000 Penalty: 926.043030
	Iteration 164Q: 3 clusters Score -1718464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -1718466.625000 Penalty: 926.043030
	Iteration 165Q: 3 clusters Score -1718467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -1718468.125000 Penalty: 926.043030
	Iteration 166Q: 3 clusters Score -1718468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1718471.125000 Penalty: 926.043030
	Iteration 167Q: 3 clusters Score -1718471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -1718470.000000 Penalty: 926.043030
	Iteration 168Q: 3 clusters Score -1718470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -1718470.375000 Penalty: 926.043030
	Iteration 169Q: 3 clusters Score -1718470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -1718470.625000 Penalty: 926.043030
	Iteration 170Q: 3 clusters Score -1718471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -1718471.500000 Penalty: 926.043030
	Iteration 171Q: 3 clusters Score -1718472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -1718470.375000 Penalty: 926.043030
	Iteration 172Q: 3 clusters Score -1718470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -1718471.125000 Penalty: 926.043030
	Iteration 173Q: 3 clusters Score -1718471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -1718472.375000 Penalty: 926.043030
	Iteration 174Q: 3 clusters Score -1718472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -1718473.750000 Penalty: 926.043030
	Iteration 175Q: 3 clusters Score -1718474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1718473.625000 Penalty: 926.043030
	Iteration 176Q: 3 clusters Score -1718474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -1718477.250000 Penalty: 926.043030
	Iteration 177Q: 3 clusters Score -1718477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -1718477.250000 Penalty: 926.043030
	Iteration 178F: 3 clusters Score -1718477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -28422.099609 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -28422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27901.453125 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -27901.45 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28074.126953 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -28074.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28109.125000 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -28109.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28132.513672 Penalty: 574.532898
	Iteration 3Q: 3 clusters Score -28132.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28154.544922 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -28154.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28170.082031 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -28170.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28176.970703 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -28176.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28189.857422 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -28189.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28193.691406 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -28193.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28199.474609 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -28199.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28202.734375 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -28202.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28204.474609 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -28204.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28207.066406 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -28207.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28209.548828 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -28209.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28210.458984 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -28210.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28210.458984 Penalty: 574.532898
	Iteration 15F: 3 clusters Score -28210.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Entering Unmasked Estep 
Score: -2842178.750000 Penalty: 486.229431
	Iteration 0F: 2 clusters Score -2842179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2813824.750000 Penalty: 972.458862
	Iteration 0F: 3 clusters Score -2813825 nChanged 21301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -2826596.000000 Penalty: 972.458862
	Iteration 1F: 3 clusters Score -2826596 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2827664.250000 Penalty: 972.458862
	Iteration 2F: 3 clusters Score -2827664 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2829280.500000 Penalty: 972.458862
	Iteration 3F: 3 clusters Score -2829280 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -2831587.000000 Penalty: 972.458862
	Iteration 4F: 3 clusters Score -2831587 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2834012.000000 Penalty: 972.458862
	Iteration 5F: 3 clusters Score -2834012 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2835815.000000 Penalty: 972.458862
	Iteration 6F: 3 clusters Score -2835815 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -2836882.000000 Penalty: 972.458862
	Iteration 7Q: 3 clusters Score -2836882 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -2837501.750000 Penalty: 972.458862
	Iteration 8Q: 3 clusters Score -2837502 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -2837938.000000 Penalty: 972.458862
	Iteration 9Q: 3 clusters Score -2837938 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -2838334.500000 Penalty: 972.458862
	Iteration 10Q: 3 clusters Score -2838334 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -2838741.500000 Penalty: 972.458862
	Iteration 11Q: 3 clusters Score -2838742 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -2839174.000000 Penalty: 972.458862
	Iteration 12Q: 3 clusters Score -2839174 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -2839592.000000 Penalty: 972.458862
	Iteration 13Q: 3 clusters Score -2839592 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -2840024.500000 Penalty: 972.458862
	Iteration 14Q: 3 clusters Score -2840024 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -2840526.500000 Penalty: 972.458862
	Iteration 15Q: 3 clusters Score -2840526 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -2840928.500000 Penalty: 972.458862
	Iteration 16Q: 3 clusters Score -2840928 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -2841227.500000 Penalty: 972.458862
	Iteration 17Q: 3 clusters Score -2841228 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -2841469.500000 Penalty: 972.458862
	Iteration 18Q: 3 clusters Score -2841470 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -2841604.500000 Penalty: 972.458862
	Iteration 19Q: 3 clusters Score -2841604 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -2841703.750000 Penalty: 972.458862
	Iteration 20F: 3 clusters Score -2841704 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -2841781.250000 Penalty: 972.458862
	Iteration 21Q: 3 clusters Score -2841781 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -2841895.500000 Penalty: 972.458862
	Iteration 22Q: 3 clusters Score -2841896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -2842027.000000 Penalty: 972.458862
	Iteration 23Q: 3 clusters Score -2842027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -2842130.000000 Penalty: 972.458862
	Iteration 24Q: 3 clusters Score -2842130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -2842198.250000 Penalty: 972.458862
	Iteration 25Q: 3 clusters Score -2842198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -2842273.750000 Penalty: 972.458862
	Iteration 26Q: 3 clusters Score -2842274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -2842315.750000 Penalty: 972.458862
	Iteration 27Q: 3 clusters Score -2842316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -2842335.500000 Penalty: 972.458862
	Iteration 28Q: 3 clusters Score -2842336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -2842359.750000 Penalty: 972.458862
	Iteration 29Q: 3 clusters Score -2842360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -2842379.750000 Penalty: 972.458862
	Iteration 30Q: 3 clusters Score -2842380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -2842392.250000 Penalty: 972.458862
	Iteration 31Q: 3 clusters Score -2842392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -2842409.750000 Penalty: 972.458862
	Iteration 32Q: 3 clusters Score -2842410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -2842427.000000 Penalty: 972.458862
	Iteration 33Q: 3 clusters Score -2842427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -2842443.000000 Penalty: 972.458862
	Iteration 34Q: 3 clusters Score -2842443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -2842447.000000 Penalty: 972.458862
	Iteration 35Q: 3 clusters Score -2842447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -2842449.000000 Penalty: 972.458862
	Iteration 36Q: 3 clusters Score -2842449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -2842454.500000 Penalty: 972.458862
	Iteration 37Q: 3 clusters Score -2842454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -2842459.000000 Penalty: 972.458862
	Iteration 38Q: 3 clusters Score -2842459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -2842455.000000 Penalty: 972.458862
	Iteration 39Q: 3 clusters Score -2842455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -2842523.750000 Penalty: 972.458862
	Iteration 40F: 3 clusters Score -2842524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -2842593.500000 Penalty: 972.458862
	Iteration 41Q: 3 clusters Score -2842594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -2842646.500000 Penalty: 972.458862
	Iteration 42Q: 3 clusters Score -2842646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -2842695.500000 Penalty: 972.458862
	Iteration 43Q: 3 clusters Score -2842696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -2842722.000000 Penalty: 972.458862
	Iteration 44Q: 3 clusters Score -2842722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -2842752.000000 Penalty: 972.458862
	Iteration 45Q: 3 clusters Score -2842752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -2842779.000000 Penalty: 972.458862
	Iteration 46Q: 3 clusters Score -2842779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -2842802.500000 Penalty: 972.458862
	Iteration 47Q: 3 clusters Score -2842802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -2842819.000000 Penalty: 972.458862
	Iteration 48Q: 3 clusters Score -2842819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -2842831.750000 Penalty: 972.458862
	Iteration 49Q: 3 clusters Score -2842832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -2842852.750000 Penalty: 972.458862
	Iteration 50Q: 3 clusters Score -2842853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -2842870.750000 Penalty: 972.458862
	Iteration 51Q: 3 clusters Score -2842871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -2842885.500000 Penalty: 972.458862
	Iteration 52Q: 3 clusters Score -2842886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -2842894.000000 Penalty: 972.458862
	Iteration 53Q: 3 clusters Score -2842894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -2842896.750000 Penalty: 972.458862
	Iteration 54Q: 3 clusters Score -2842897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -2842912.000000 Penalty: 972.458862
	Iteration 55Q: 3 clusters Score -2842912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -2842915.500000 Penalty: 972.458862
	Iteration 56Q: 3 clusters Score -2842916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -2842918.500000 Penalty: 972.458862
	Iteration 57Q: 3 clusters Score -2842918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -2842921.500000 Penalty: 972.458862
	Iteration 58Q: 3 clusters Score -2842922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -2842924.750000 Penalty: 972.458862
	Iteration 59Q: 3 clusters Score -2842925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -2842929.500000 Penalty: 972.458862
	Iteration 60F: 3 clusters Score -2842930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -2842942.750000 Penalty: 972.458862
	Iteration 61Q: 3 clusters Score -2842943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -2842945.750000 Penalty: 972.458862
	Iteration 62Q: 3 clusters Score -2842946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -2842950.250000 Penalty: 972.458862
	Iteration 63Q: 3 clusters Score -2842950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -2842951.000000 Penalty: 972.458862
	Iteration 64Q: 3 clusters Score -2842951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -2842956.750000 Penalty: 972.458862
	Iteration 65Q: 3 clusters Score -2842957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -2842960.250000 Penalty: 972.458862
	Iteration 66Q: 3 clusters Score -2842960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -2842966.750000 Penalty: 972.458862
	Iteration 67Q: 3 clusters Score -2842967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -2842967.750000 Penalty: 972.458862
	Iteration 68Q: 3 clusters Score -2842968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -2842968.500000 Penalty: 972.458862
	Iteration 69Q: 3 clusters Score -2842968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -2842975.000000 Penalty: 972.458862
	Iteration 70Q: 3 clusters Score -2842975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -2842980.000000 Penalty: 972.458862
	Iteration 71Q: 3 clusters Score -2842980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -2842980.250000 Penalty: 972.458862
	Iteration 72Q: 3 clusters Score -2842980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -2842980.000000 Penalty: 972.458862
	Iteration 73Q: 3 clusters Score -2842980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -2842981.500000 Penalty: 972.458862
	Iteration 74Q: 3 clusters Score -2842982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -2842981.500000 Penalty: 972.458862
	Iteration 75F: 3 clusters Score -2842982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 45624 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 26604 members 
Mstep: Class 27 contains 61354 members 
Mstep: Class 28 contains 78667 members 
Mstep: Class 29 contains 42403 members 
Entering Unmasked Estep 
Score: -42227868.000000 Penalty: 17752.757812
Splitting cluster 18 changes total score from -42227408.000000 to -42227868.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (45624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Entering Unmasked Estep 
Score: -2936350.500000 Penalty: 488.132629
	Iteration 0F: 2 clusters Score -2936350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2905910.000000 Penalty: 976.265259
	Iteration 0F: 3 clusters Score -2905910 nChanged 22058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2919495.500000 Penalty: 976.265259
	Iteration 1F: 3 clusters Score -2919496 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2921570.750000 Penalty: 976.265259
	Iteration 2F: 3 clusters Score -2921571 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -2924446.500000 Penalty: 976.265259
	Iteration 3F: 3 clusters Score -2924446 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -2927545.000000 Penalty: 976.265259
	Iteration 4F: 3 clusters Score -2927545 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -2929995.750000 Penalty: 976.265259
	Iteration 5F: 3 clusters Score -2929996 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -2931175.750000 Penalty: 976.265259
	Iteration 6Q: 3 clusters Score -2931176 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -2931734.000000 Penalty: 976.265259
	Iteration 7Q: 3 clusters Score -2931734 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -2932115.750000 Penalty: 976.265259
	Iteration 8Q: 3 clusters Score -2932116 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -2932428.750000 Penalty: 976.265259
	Iteration 9Q: 3 clusters Score -2932429 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -2932713.500000 Penalty: 976.265259
	Iteration 10Q: 3 clusters Score -2932714 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -2932941.500000 Penalty: 976.265259
	Iteration 11Q: 3 clusters Score -2932942 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -2933163.000000 Penalty: 976.265259
	Iteration 12Q: 3 clusters Score -2933163 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -2933306.250000 Penalty: 976.265259
	Iteration 13Q: 3 clusters Score -2933306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -2933418.250000 Penalty: 976.265259
	Iteration 14Q: 3 clusters Score -2933418 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -2933527.000000 Penalty: 976.265259
	Iteration 15Q: 3 clusters Score -2933527 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -2933556.750000 Penalty: 976.265259
	Iteration 16Q: 3 clusters Score -2933557 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -2933584.500000 Penalty: 976.265259
	Iteration 17Q: 3 clusters Score -2933584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -2933624.250000 Penalty: 976.265259
	Iteration 18Q: 3 clusters Score -2933624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -2933641.500000 Penalty: 976.265259
	Iteration 19Q: 3 clusters Score -2933642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -2933652.000000 Penalty: 976.265259
	Iteration 20F: 3 clusters Score -2933652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -2933663.500000 Penalty: 976.265259
	Iteration 21Q: 3 clusters Score -2933664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -2933668.500000 Penalty: 976.265259
	Iteration 22Q: 3 clusters Score -2933668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -2933666.750000 Penalty: 976.265259
	Iteration 23Q: 3 clusters Score -2933667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -2933675.750000 Penalty: 976.265259
	Iteration 24Q: 3 clusters Score -2933676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -2933664.250000 Penalty: 976.265259
	Iteration 25Q: 3 clusters Score -2933664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -2933666.250000 Penalty: 976.265259
	Iteration 26Q: 3 clusters Score -2933666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2933678.250000 Penalty: 976.265259
	Iteration 27Q: 3 clusters Score -2933678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -2933690.250000 Penalty: 976.265259
	Iteration 28Q: 3 clusters Score -2933690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -2933701.500000 Penalty: 976.265259
	Iteration 29Q: 3 clusters Score -2933702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -2933714.750000 Penalty: 976.265259
	Iteration 30Q: 3 clusters Score -2933715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -2933718.000000 Penalty: 976.265259
	Iteration 31Q: 3 clusters Score -2933718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -2933721.250000 Penalty: 976.265259
	Iteration 32Q: 3 clusters Score -2933721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -2933728.000000 Penalty: 976.265259
	Iteration 33Q: 3 clusters Score -2933728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -2933737.750000 Penalty: 976.265259
	Iteration 34Q: 3 clusters Score -2933738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -2933745.250000 Penalty: 976.265259
	Iteration 35Q: 3 clusters Score -2933745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -2933748.500000 Penalty: 976.265259
	Iteration 36Q: 3 clusters Score -2933748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -2933750.750000 Penalty: 976.265259
	Iteration 37Q: 3 clusters Score -2933751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -2933752.000000 Penalty: 976.265259
	Iteration 38Q: 3 clusters Score -2933752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -2933753.000000 Penalty: 976.265259
	Iteration 39Q: 3 clusters Score -2933753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -2933751.000000 Penalty: 976.265259
	Iteration 40F: 3 clusters Score -2933751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2933748.500000 Penalty: 976.265259
	Iteration 41Q: 3 clusters Score -2933748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -2933746.000000 Penalty: 976.265259
	Iteration 42Q: 3 clusters Score -2933746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -2933751.250000 Penalty: 976.265259
	Iteration 43Q: 3 clusters Score -2933751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -2933756.500000 Penalty: 976.265259
	Iteration 44Q: 3 clusters Score -2933756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -2933758.000000 Penalty: 976.265259
	Iteration 45Q: 3 clusters Score -2933758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -2933758.500000 Penalty: 976.265259
	Iteration 46Q: 3 clusters Score -2933758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -2933758.750000 Penalty: 976.265259
	Iteration 47Q: 3 clusters Score -2933759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -2933754.500000 Penalty: 976.265259
	Iteration 48Q: 3 clusters Score -2933754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -2933753.500000 Penalty: 976.265259
	Iteration 49Q: 3 clusters Score -2933754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -2933757.000000 Penalty: 976.265259
	Iteration 50Q: 3 clusters Score -2933757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -2933749.250000 Penalty: 976.265259
	Iteration 51Q: 3 clusters Score -2933749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -2933747.500000 Penalty: 976.265259
	Iteration 52Q: 3 clusters Score -2933748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -2933754.500000 Penalty: 976.265259
	Iteration 53Q: 3 clusters Score -2933754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -2933753.000000 Penalty: 976.265259
	Iteration 54Q: 3 clusters Score -2933753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -2933754.000000 Penalty: 976.265259
	Iteration 55Q: 3 clusters Score -2933754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -2933755.750000 Penalty: 976.265259
	Iteration 56Q: 3 clusters Score -2933756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -2933753.750000 Penalty: 976.265259
	Iteration 57Q: 3 clusters Score -2933754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -2933754.000000 Penalty: 976.265259
	Iteration 58Q: 3 clusters Score -2933754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -2933757.750000 Penalty: 976.265259
	Iteration 59Q: 3 clusters Score -2933758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -2933757.750000 Penalty: 976.265259
	Iteration 60F: 3 clusters Score -2933758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -2933762.500000 Penalty: 976.265259
	Iteration 61Q: 3 clusters Score -2933762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -2933755.250000 Penalty: 976.265259
	Iteration 62Q: 3 clusters Score -2933755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2933762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -2933770.250000 Penalty: 976.265259
	Iteration 64Q: 3 clusters Score -2933770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -2933769.250000 Penalty: 976.265259
	Iteration 65Q: 3 clusters Score -2933769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2933768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -2933773.750000 Penalty: 976.265259
	Iteration 67Q: 3 clusters Score -2933774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2933774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -2933778.000000 Penalty: 976.265259
	Iteration 69Q: 3 clusters Score -2933778 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -2933771.250000 Penalty: 976.265259
	Iteration 70Q: 3 clusters Score -2933771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2933769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2933771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2933771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -2933776.750000 Penalty: 976.265259
	Iteration 74Q: 3 clusters Score -2933777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2933777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2933774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2933777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2933777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2933774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2933779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2933784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2933788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -2933790.250000 Penalty: 976.265259
	Iteration 83Q: 3 clusters Score -2933790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2933792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
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Entering Unmasked Estep 
Score: -2933797.250000 Penalty: 976.265259
	Iteration 85Q: 3 clusters Score -2933797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2933797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2933800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -2933802.000000 Penalty: 976.265259
	Iteration 88Q: 3 clusters Score -2933802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -2933804.250000 Penalty: 976.265259
	Iteration 89Q: 3 clusters Score -2933804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2933805 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2933806 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2933807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2933808 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2933806 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2933806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2933810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2933810 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2933805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2933806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2933807 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2933810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -2933811.750000 Penalty: 976.265259
	Iteration 102Q: 3 clusters Score -2933812 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -2933816.750000 Penalty: 976.265259
	Iteration 103Q: 3 clusters Score -2933817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2933817 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2933817 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -2933820.250000 Penalty: 976.265259
	Iteration 106Q: 3 clusters Score -2933820 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -2933822.750000 Penalty: 976.265259
	Iteration 107Q: 3 clusters Score -2933823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2933819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -2933821.500000 Penalty: 976.265259
	Iteration 109Q: 3 clusters Score -2933822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2933820 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -2933824.500000 Penalty: 976.265259
	Iteration 111Q: 3 clusters Score -2933824 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -2933827.750000 Penalty: 976.265259
	Iteration 112Q: 3 clusters Score -2933828 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -2933832.250000 Penalty: 976.265259
	Iteration 113Q: 3 clusters Score -2933832 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -2933836.250000 Penalty: 976.265259
	Iteration 114Q: 3 clusters Score -2933836 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2933836 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -2933835.250000 Penalty: 976.265259
	Iteration 116Q: 3 clusters Score -2933835 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -2933833.000000 Penalty: 976.265259
	Iteration 117Q: 3 clusters Score -2933833 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2933835 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -2933840.750000 Penalty: 976.265259
	Iteration 119Q: 3 clusters Score -2933841 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -2933850.000000 Penalty: 976.265259
	Iteration 120F: 3 clusters Score -2933850 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2933859 nChanged 27
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Mstep: Class 1 contains 9520 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2933868 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2933868 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2933863 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2933862 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2933874 nChanged 37
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Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2933884 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2933886 nChanged 39
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Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2933896 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -2933901.250000 Penalty: 976.265259
	Iteration 130Q: 3 clusters Score -2933901 nChanged 46
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Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2933910 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2933920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -2933920.750000 Penalty: 976.265259
	Iteration 133Q: 3 clusters Score -2933921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -2933932.250000 Penalty: 976.265259
	Iteration 134Q: 3 clusters Score -2933932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -2933939.500000 Penalty: 976.265259
	Iteration 135Q: 3 clusters Score -2933940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -2933946.500000 Penalty: 976.265259
	Iteration 136Q: 3 clusters Score -2933946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -2933949.750000 Penalty: 976.265259
	Iteration 137Q: 3 clusters Score -2933950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2933950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -2933956.500000 Penalty: 976.265259
	Iteration 139Q: 3 clusters Score -2933956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -2933964.500000 Penalty: 976.265259
	Iteration 140F: 3 clusters Score -2933964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -2933969.750000 Penalty: 976.265259
	Iteration 141Q: 3 clusters Score -2933970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2933974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -2933986.250000 Penalty: 976.265259
	Iteration 143Q: 3 clusters Score -2933986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2934002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -2934012.750000 Penalty: 976.265259
	Iteration 145Q: 3 clusters Score -2934013 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -2934019.250000 Penalty: 976.265259
	Iteration 146Q: 3 clusters Score -2934019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -2934032.000000 Penalty: 976.265259
	Iteration 147Q: 3 clusters Score -2934032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -2934044.250000 Penalty: 976.265259
	Iteration 148Q: 3 clusters Score -2934044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -2934048.000000 Penalty: 976.265259
	Iteration 149Q: 3 clusters Score -2934048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -2934060.000000 Penalty: 976.265259
	Iteration 150Q: 3 clusters Score -2934060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -2934071.000000 Penalty: 976.265259
	Iteration 151Q: 3 clusters Score -2934071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2934069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -2934077.250000 Penalty: 976.265259
	Iteration 153Q: 3 clusters Score -2934077 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2934074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2934087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2934088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -2934089.500000 Penalty: 976.265259
	Iteration 157Q: 3 clusters Score -2934090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2934089 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2934098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -2934109.500000 Penalty: 976.265259
	Iteration 160F: 3 clusters Score -2934110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -2934116.750000 Penalty: 976.265259
	Iteration 161Q: 3 clusters Score -2934117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -2934120.250000 Penalty: 976.265259
	Iteration 162Q: 3 clusters Score -2934120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2934148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -2934154.750000 Penalty: 976.265259
	Iteration 164Q: 3 clusters Score -2934155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -2934161.500000 Penalty: 976.265259
	Iteration 165Q: 3 clusters Score -2934162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -2934185.750000 Penalty: 976.265259
	Iteration 166Q: 3 clusters Score -2934186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -2934200.500000 Penalty: 976.265259
	Iteration 167Q: 3 clusters Score -2934200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -2934214.750000 Penalty: 976.265259
	Iteration 168Q: 3 clusters Score -2934215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -2934225.750000 Penalty: 976.265259
	Iteration 169Q: 3 clusters Score -2934226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -2934243.250000 Penalty: 976.265259
	Iteration 170Q: 3 clusters Score -2934243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -2934249.000000 Penalty: 976.265259
	Iteration 171Q: 3 clusters Score -2934249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2934259 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2934274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -2934294.250000 Penalty: 976.265259
	Iteration 174Q: 3 clusters Score -2934294 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -2934290.250000 Penalty: 976.265259
	Iteration 175Q: 3 clusters Score -2934290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -2934304.000000 Penalty: 976.265259
	Iteration 176Q: 3 clusters Score -2934304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -2934317.000000 Penalty: 976.265259
	Iteration 177Q: 3 clusters Score -2934317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -2934334.000000 Penalty: 976.265259
	Iteration 178Q: 3 clusters Score -2934334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -2934353.000000 Penalty: 976.265259
	Iteration 179Q: 3 clusters Score -2934353 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -2934372.500000 Penalty: 976.265259
	Iteration 180F: 3 clusters Score -2934372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -2934406.250000 Penalty: 976.265259
	Iteration 181Q: 3 clusters Score -2934406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -2934430.250000 Penalty: 976.265259
	Iteration 182Q: 3 clusters Score -2934430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -2934455.250000 Penalty: 976.265259
	Iteration 183Q: 3 clusters Score -2934455 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2934490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -2934532.500000 Penalty: 976.265259
	Iteration 185Q: 3 clusters Score -2934532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -2934603.500000 Penalty: 976.265259
	Iteration 186Q: 3 clusters Score -2934604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2934672 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2934724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2934798 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2934904 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2934998 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -2935093.500000 Penalty: 976.265259
	Iteration 192Q: 3 clusters Score -2935094 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -2935173.750000 Penalty: 976.265259
	Iteration 193Q: 3 clusters Score -2935174 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2935240 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2935332 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -2935418.500000 Penalty: 976.265259
	Iteration 196Q: 3 clusters Score -2935418 nChanged 240
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Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -2935496.000000 Penalty: 976.265259
	Iteration 197Q: 3 clusters Score -2935496 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2935570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -2935644.250000 Penalty: 976.265259
	Iteration 199Q: 3 clusters Score -2935644 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -2935712.750000 Penalty: 976.265259
	Iteration 200F: 3 clusters Score -2935713 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -2935822.500000 Penalty: 976.265259
	Iteration 201Q: 3 clusters Score -2935822 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2935903 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2935981 nChanged 208
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Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2936049 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -2936123.750000 Penalty: 976.265259
	Iteration 205Q: 3 clusters Score -2936124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2936173 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -2936214.500000 Penalty: 976.265259
	Iteration 207Q: 3 clusters Score -2936214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -2936266.000000 Penalty: 976.265259
	Iteration 208Q: 3 clusters Score -2936266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -2936298.500000 Penalty: 976.265259
	Iteration 209Q: 3 clusters Score -2936298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -2936320.750000 Penalty: 976.265259
	Iteration 210Q: 3 clusters Score -2936321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -2936326.750000 Penalty: 976.265259
	Iteration 211Q: 3 clusters Score -2936327 nChanged 54
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Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -2936334.250000 Penalty: 976.265259
	Iteration 212Q: 3 clusters Score -2936334 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -2936348.750000 Penalty: 976.265259
	Iteration 213Q: 3 clusters Score -2936349 nChanged 54
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -2936355.250000 Penalty: 976.265259
	Iteration 214Q: 3 clusters Score -2936355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -2936357.750000 Penalty: 976.265259
	Iteration 215Q: 3 clusters Score -2936358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -2936356.250000 Penalty: 976.265259
	Iteration 216Q: 3 clusters Score -2936356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2936360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -2936364.500000 Penalty: 976.265259
	Iteration 218Q: 3 clusters Score -2936364 nChanged 16
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2936357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -2936359.500000 Penalty: 976.265259
	Iteration 220F: 3 clusters Score -2936360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2936358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -2936358.250000 Penalty: 976.265259
	Iteration 222Q: 3 clusters Score -2936358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -2936357.750000 Penalty: 976.265259
	Iteration 223Q: 3 clusters Score -2936358 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2936359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -2936362.250000 Penalty: 976.265259
	Iteration 225Q: 3 clusters Score -2936362 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2936360.000000 Penalty: 976.265259
	Iteration 226Q: 3 clusters Score -2936360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -2936360.750000 Penalty: 976.265259
	Iteration 227Q: 3 clusters Score -2936361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -2936360.750000 Penalty: 976.265259
	Iteration 228Q: 3 clusters Score -2936361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -2936360.000000 Penalty: 976.265259
	Iteration 229Q: 3 clusters Score -2936360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -2936361.000000 Penalty: 976.265259
	Iteration 230Q: 3 clusters Score -2936361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -2936358.250000 Penalty: 976.265259
	Iteration 231Q: 3 clusters Score -2936358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -2936357.500000 Penalty: 976.265259
	Iteration 232Q: 3 clusters Score -2936358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -2936359.500000 Penalty: 976.265259
	Iteration 233Q: 3 clusters Score -2936360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -2936362.000000 Penalty: 976.265259
	Iteration 234Q: 3 clusters Score -2936362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -2936364.500000 Penalty: 976.265259
	Iteration 235Q: 3 clusters Score -2936364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -2936367.500000 Penalty: 976.265259
	Iteration 236Q: 3 clusters Score -2936368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -2936371.750000 Penalty: 976.265259
	Iteration 237Q: 3 clusters Score -2936372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -2936377.750000 Penalty: 976.265259
	Iteration 238Q: 3 clusters Score -2936378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -2936377.750000 Penalty: 976.265259
	Iteration 239Q: 3 clusters Score -2936378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -2936381.500000 Penalty: 976.265259
	Iteration 240F: 3 clusters Score -2936382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -2936382.000000 Penalty: 976.265259
	Iteration 241Q: 3 clusters Score -2936382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -2936380.500000 Penalty: 976.265259
	Iteration 242Q: 3 clusters Score -2936380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -2936382.500000 Penalty: 976.265259
	Iteration 243Q: 3 clusters Score -2936382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -2936382.500000 Penalty: 976.265259
	Iteration 244F: 3 clusters Score -2936382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 1045 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 26604 members 
Mstep: Class 27 contains 61354 members 
Mstep: Class 28 contains 78667 members 
Mstep: Class 29 contains 42403 members 
Mstep: Class 30 contains 44579 members 
Entering Unmasked Estep 
Score: -42227732.000000 Penalty: 18364.921875
Splitting cluster 19 changes total score from -42227408.000000 to -42227732.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -169463.765625 Penalty: 363.385986
	Iteration 0F: 2 clusters Score -169463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -167393.718750 Penalty: 726.771973
	Iteration 0F: 3 clusters Score -167393.7 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -168171.781250 Penalty: 726.771973
	Iteration 1F: 3 clusters Score -168171.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -168328.703125 Penalty: 726.771973
	Iteration 2F: 3 clusters Score -168328.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -168473.234375 Penalty: 726.771973
	Iteration 3F: 3 clusters Score -168473.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -168594.687500 Penalty: 726.771973
	Iteration 4F: 3 clusters Score -168594.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -168692.093750 Penalty: 726.771973
	Iteration 5F: 3 clusters Score -168692.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -168764.718750 Penalty: 726.771973
	Iteration 6Q: 3 clusters Score -168764.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -168829.843750 Penalty: 726.771973
	Iteration 7Q: 3 clusters Score -168829.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -168866.734375 Penalty: 726.771973
	Iteration 8Q: 3 clusters Score -168866.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -168895.609375 Penalty: 726.771973
	Iteration 9Q: 3 clusters Score -168895.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -168916.500000 Penalty: 726.771973
	Iteration 10Q: 3 clusters Score -168916.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -168928.968750 Penalty: 726.771973
	Iteration 11Q: 3 clusters Score -168929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -168935.921875 Penalty: 726.771973
	Iteration 12Q: 3 clusters Score -168935.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -168941.250000 Penalty: 726.771973
	Iteration 13Q: 3 clusters Score -168941.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -168946.281250 Penalty: 726.771973
	Iteration 14Q: 3 clusters Score -168946.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -168949.156250 Penalty: 726.771973
	Iteration 15Q: 3 clusters Score -168949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -168951.031250 Penalty: 726.771973
	Iteration 16Q: 3 clusters Score -168951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -168953.156250 Penalty: 726.771973
	Iteration 17Q: 3 clusters Score -168953.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -168956.593750 Penalty: 726.771973
	Iteration 18Q: 3 clusters Score -168956.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -168958.875000 Penalty: 726.771973
	Iteration 19Q: 3 clusters Score -168958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -168960.500000 Penalty: 726.771973
	Iteration 20F: 3 clusters Score -168960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -168961.734375 Penalty: 726.771973
	Iteration 21Q: 3 clusters Score -168961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -168962.921875 Penalty: 726.771973
	Iteration 22Q: 3 clusters Score -168962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -168964.656250 Penalty: 726.771973
	Iteration 23Q: 3 clusters Score -168964.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -168966.640625 Penalty: 726.771973
	Iteration 24Q: 3 clusters Score -168966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -168969.015625 Penalty: 726.771973
	Iteration 25Q: 3 clusters Score -168969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -168970.734375 Penalty: 726.771973
	Iteration 26Q: 3 clusters Score -168970.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -168973.218750 Penalty: 726.771973
	Iteration 27Q: 3 clusters Score -168973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -168974.921875 Penalty: 726.771973
	Iteration 28Q: 3 clusters Score -168974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -168976.109375 Penalty: 726.771973
	Iteration 29Q: 3 clusters Score -168976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -168977.265625 Penalty: 726.771973
	Iteration 30Q: 3 clusters Score -168977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -168978.703125 Penalty: 726.771973
	Iteration 31Q: 3 clusters Score -168978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -168980.390625 Penalty: 726.771973
	Iteration 32Q: 3 clusters Score -168980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -168982.937500 Penalty: 726.771973
	Iteration 33Q: 3 clusters Score -168982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -168984.281250 Penalty: 726.771973
	Iteration 34Q: 3 clusters Score -168984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -168985.750000 Penalty: 726.771973
	Iteration 35Q: 3 clusters Score -168985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -168987.375000 Penalty: 726.771973
	Iteration 36Q: 3 clusters Score -168987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -168988.593750 Penalty: 726.771973
	Iteration 37Q: 3 clusters Score -168988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -168989.031250 Penalty: 726.771973
	Iteration 38Q: 3 clusters Score -168989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -168989.703125 Penalty: 726.771973
	Iteration 39Q: 3 clusters Score -168989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -168990.281250 Penalty: 726.771973
	Iteration 40F: 3 clusters Score -168990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -168991.484375 Penalty: 726.771973
	Iteration 41Q: 3 clusters Score -168991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -168992.671875 Penalty: 726.771973
	Iteration 42Q: 3 clusters Score -168992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -168993.765625 Penalty: 726.771973
	Iteration 43Q: 3 clusters Score -168993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -168994.046875 Penalty: 726.771973
	Iteration 44Q: 3 clusters Score -168994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -168994.484375 Penalty: 726.771973
	Iteration 45Q: 3 clusters Score -168994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -168994.875000 Penalty: 726.771973
	Iteration 46Q: 3 clusters Score -168994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -168995.875000 Penalty: 726.771973
	Iteration 47Q: 3 clusters Score -168995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -168997.125000 Penalty: 726.771973
	Iteration 48Q: 3 clusters Score -168997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -168998.218750 Penalty: 726.771973
	Iteration 49Q: 3 clusters Score -168998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -168999.046875 Penalty: 726.771973
	Iteration 50Q: 3 clusters Score -168999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -168999.625000 Penalty: 726.771973
	Iteration 51Q: 3 clusters Score -168999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -169002.031250 Penalty: 726.771973
	Iteration 52Q: 3 clusters Score -169002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -169006.109375 Penalty: 726.771973
	Iteration 53Q: 3 clusters Score -169006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -169009.203125 Penalty: 726.771973
	Iteration 54Q: 3 clusters Score -169009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -169010.468750 Penalty: 726.771973
	Iteration 55Q: 3 clusters Score -169010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -169011.531250 Penalty: 726.771973
	Iteration 56Q: 3 clusters Score -169011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -169011.750000 Penalty: 726.771973
	Iteration 57Q: 3 clusters Score -169011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -169012.609375 Penalty: 726.771973
	Iteration 58Q: 3 clusters Score -169012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -169013.062500 Penalty: 726.771973
	Iteration 59Q: 3 clusters Score -169013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -169014.062500 Penalty: 726.771973
	Iteration 60F: 3 clusters Score -169014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -169015.953125 Penalty: 726.771973
	Iteration 61Q: 3 clusters Score -169016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -169018.406250 Penalty: 726.771973
	Iteration 62Q: 3 clusters Score -169018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -169024.578125 Penalty: 726.771973
	Iteration 63Q: 3 clusters Score -169024.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -169032.343750 Penalty: 726.771973
	Iteration 64Q: 3 clusters Score -169032.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -169038.281250 Penalty: 726.771973
	Iteration 65Q: 3 clusters Score -169038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -169042.328125 Penalty: 726.771973
	Iteration 66Q: 3 clusters Score -169042.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -169047.015625 Penalty: 726.771973
	Iteration 67Q: 3 clusters Score -169047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -169048.781250 Penalty: 726.771973
	Iteration 68Q: 3 clusters Score -169048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -169049.734375 Penalty: 726.771973
	Iteration 69Q: 3 clusters Score -169049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -169053.281250 Penalty: 726.771973
	Iteration 70Q: 3 clusters Score -169053.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -169060.031250 Penalty: 726.771973
	Iteration 71Q: 3 clusters Score -169060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -169066.343750 Penalty: 726.771973
	Iteration 72Q: 3 clusters Score -169066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -169066.859375 Penalty: 726.771973
	Iteration 73Q: 3 clusters Score -169066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -169068.125000 Penalty: 726.771973
	Iteration 74Q: 3 clusters Score -169068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -169070.421875 Penalty: 726.771973
	Iteration 75Q: 3 clusters Score -169070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -169074.218750 Penalty: 726.771973
	Iteration 76Q: 3 clusters Score -169074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -169078.171875 Penalty: 726.771973
	Iteration 77Q: 3 clusters Score -169078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -169082.750000 Penalty: 726.771973
	Iteration 78Q: 3 clusters Score -169082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -169087.953125 Penalty: 726.771973
	Iteration 79Q: 3 clusters Score -169088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -169095.125000 Penalty: 726.771973
	Iteration 80F: 3 clusters Score -169095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -169102.390625 Penalty: 726.771973
	Iteration 81Q: 3 clusters Score -169102.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -169111.468750 Penalty: 726.771973
	Iteration 82Q: 3 clusters Score -169111.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -169127.890625 Penalty: 726.771973
	Iteration 83Q: 3 clusters Score -169127.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -169142.421875 Penalty: 726.771973
	Iteration 84Q: 3 clusters Score -169142.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -169149.312500 Penalty: 726.771973
	Iteration 85Q: 3 clusters Score -169149.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -169152.109375 Penalty: 726.771973
	Iteration 86Q: 3 clusters Score -169152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -169154.390625 Penalty: 726.771973
	Iteration 87Q: 3 clusters Score -169154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -169155.500000 Penalty: 726.771973
	Iteration 88Q: 3 clusters Score -169155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -169156.093750 Penalty: 726.771973
	Iteration 89Q: 3 clusters Score -169156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -169156.437500 Penalty: 726.771973
	Iteration 90Q: 3 clusters Score -169156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -169156.640625 Penalty: 726.771973
	Iteration 91Q: 3 clusters Score -169156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -169156.875000 Penalty: 726.771973
	Iteration 92Q: 3 clusters Score -169156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -169158.234375 Penalty: 726.771973
	Iteration 93Q: 3 clusters Score -169158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -169159.031250 Penalty: 726.771973
	Iteration 94Q: 3 clusters Score -169159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -169159.250000 Penalty: 726.771973
	Iteration 95Q: 3 clusters Score -169159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -169159.859375 Penalty: 726.771973
	Iteration 96Q: 3 clusters Score -169159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -169160.671875 Penalty: 726.771973
	Iteration 97Q: 3 clusters Score -169160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -169160.609375 Penalty: 726.771973
	Iteration 98Q: 3 clusters Score -169160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -169160.609375 Penalty: 726.771973
	Iteration 99F: 3 clusters Score -169160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Entering Unmasked Estep 
Score: -4959657.500000 Penalty: 512.439087
	Iteration 0F: 2 clusters Score -4959658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4908300.500000 Penalty: 1024.878174
	Iteration 0F: 3 clusters Score -4908300 nChanged 38090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -4933525.500000 Penalty: 1024.878174
	Iteration 1F: 3 clusters Score -4933526 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -4936541.000000 Penalty: 1024.878174
	Iteration 2F: 3 clusters Score -4936541 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -4941060.000000 Penalty: 1024.878174
	Iteration 3F: 3 clusters Score -4941060 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -4945628.500000 Penalty: 1024.878174
	Iteration 4F: 3 clusters Score -4945628 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -4947980.000000 Penalty: 1024.878174
	Iteration 5F: 3 clusters Score -4947980 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -4948776.500000 Penalty: 1024.878174
	Iteration 6Q: 3 clusters Score -4948776 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -4949094.500000 Penalty: 1024.878174
	Iteration 7Q: 3 clusters Score -4949094 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -4949390.000000 Penalty: 1024.878174
	Iteration 8Q: 3 clusters Score -4949390 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -4949637.000000 Penalty: 1024.878174
	Iteration 9Q: 3 clusters Score -4949637 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -4949848.500000 Penalty: 1024.878174
	Iteration 10Q: 3 clusters Score -4949848 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -4950047.000000 Penalty: 1024.878174
	Iteration 11Q: 3 clusters Score -4950047 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -4950261.000000 Penalty: 1024.878174
	Iteration 12Q: 3 clusters Score -4950261 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -4950481.000000 Penalty: 1024.878174
	Iteration 13Q: 3 clusters Score -4950481 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -4950691.500000 Penalty: 1024.878174
	Iteration 14Q: 3 clusters Score -4950692 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -4950875.000000 Penalty: 1024.878174
	Iteration 15Q: 3 clusters Score -4950875 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -4951091.500000 Penalty: 1024.878174
	Iteration 16Q: 3 clusters Score -4951092 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -4951316.000000 Penalty: 1024.878174
	Iteration 17Q: 3 clusters Score -4951316 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -4951609.000000 Penalty: 1024.878174
	Iteration 18Q: 3 clusters Score -4951609 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -4951794.500000 Penalty: 1024.878174
	Iteration 19Q: 3 clusters Score -4951794 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -4952057.500000 Penalty: 1024.878174
	Iteration 20F: 3 clusters Score -4952058 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -4952247.500000 Penalty: 1024.878174
	Iteration 21Q: 3 clusters Score -4952248 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -4952437.500000 Penalty: 1024.878174
	Iteration 22Q: 3 clusters Score -4952438 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -4952681.500000 Penalty: 1024.878174
	Iteration 23Q: 3 clusters Score -4952682 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -4952885.000000 Penalty: 1024.878174
	Iteration 24Q: 3 clusters Score -4952885 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -4953086.000000 Penalty: 1024.878174
	Iteration 25Q: 3 clusters Score -4953086 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -4953283.000000 Penalty: 1024.878174
	Iteration 26Q: 3 clusters Score -4953283 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -4953463.000000 Penalty: 1024.878174
	Iteration 27Q: 3 clusters Score -4953463 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -4953661.500000 Penalty: 1024.878174
	Iteration 28Q: 3 clusters Score -4953662 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -4953842.000000 Penalty: 1024.878174
	Iteration 29Q: 3 clusters Score -4953842 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -4954008.000000 Penalty: 1024.878174
	Iteration 30Q: 3 clusters Score -4954008 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -4954220.000000 Penalty: 1024.878174
	Iteration 31Q: 3 clusters Score -4954220 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -4954445.000000 Penalty: 1024.878174
	Iteration 32Q: 3 clusters Score -4954445 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -4954674.500000 Penalty: 1024.878174
	Iteration 33Q: 3 clusters Score -4954674 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -4954836.000000 Penalty: 1024.878174
	Iteration 34Q: 3 clusters Score -4954836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -4955027.000000 Penalty: 1024.878174
	Iteration 35Q: 3 clusters Score -4955027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -4955250.000000 Penalty: 1024.878174
	Iteration 36Q: 3 clusters Score -4955250 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -4955380.500000 Penalty: 1024.878174
	Iteration 37Q: 3 clusters Score -4955380 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -4955523.500000 Penalty: 1024.878174
	Iteration 38Q: 3 clusters Score -4955524 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -4955731.000000 Penalty: 1024.878174
	Iteration 39Q: 3 clusters Score -4955731 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -4955889.000000 Penalty: 1024.878174
	Iteration 40F: 3 clusters Score -4955889 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -4955998.000000 Penalty: 1024.878174
	Iteration 41Q: 3 clusters Score -4955998 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -4956146.000000 Penalty: 1024.878174
	Iteration 42Q: 3 clusters Score -4956146 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -4956334.000000 Penalty: 1024.878174
	Iteration 43Q: 3 clusters Score -4956334 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -4956662.000000 Penalty: 1024.878174
	Iteration 44Q: 3 clusters Score -4956662 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -4957081.000000 Penalty: 1024.878174
	Iteration 45Q: 3 clusters Score -4957081 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -4957455.500000 Penalty: 1024.878174
	Iteration 46Q: 3 clusters Score -4957456 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -4957759.000000 Penalty: 1024.878174
	Iteration 47Q: 3 clusters Score -4957759 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -4958035.000000 Penalty: 1024.878174
	Iteration 48Q: 3 clusters Score -4958035 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -4958256.000000 Penalty: 1024.878174
	Iteration 49Q: 3 clusters Score -4958256 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -4958414.000000 Penalty: 1024.878174
	Iteration 50Q: 3 clusters Score -4958414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -4958607.500000 Penalty: 1024.878174
	Iteration 51Q: 3 clusters Score -4958608 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -4958761.500000 Penalty: 1024.878174
	Iteration 52Q: 3 clusters Score -4958762 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -4958897.000000 Penalty: 1024.878174
	Iteration 53Q: 3 clusters Score -4958897 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -4958993.500000 Penalty: 1024.878174
	Iteration 54Q: 3 clusters Score -4958994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -4959093.500000 Penalty: 1024.878174
	Iteration 55Q: 3 clusters Score -4959094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -4959193.000000 Penalty: 1024.878174
	Iteration 56Q: 3 clusters Score -4959193 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -4959251.500000 Penalty: 1024.878174
	Iteration 57Q: 3 clusters Score -4959252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -4959318.000000 Penalty: 1024.878174
	Iteration 58Q: 3 clusters Score -4959318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -4959348.000000 Penalty: 1024.878174
	Iteration 59Q: 3 clusters Score -4959348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -4959377.000000 Penalty: 1024.878174
	Iteration 60F: 3 clusters Score -4959377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -4959401.500000 Penalty: 1024.878174
	Iteration 61Q: 3 clusters Score -4959402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -4959416.000000 Penalty: 1024.878174
	Iteration 62Q: 3 clusters Score -4959416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -4959435.500000 Penalty: 1024.878174
	Iteration 63Q: 3 clusters Score -4959436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -4959432.000000 Penalty: 1024.878174
	Iteration 64Q: 3 clusters Score -4959432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -4959429.000000 Penalty: 1024.878174
	Iteration 65Q: 3 clusters Score -4959429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -4959430.000000 Penalty: 1024.878174
	Iteration 66Q: 3 clusters Score -4959430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -4959434.500000 Penalty: 1024.878174
	Iteration 67Q: 3 clusters Score -4959434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -4959435.000000 Penalty: 1024.878174
	Iteration 68Q: 3 clusters Score -4959435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -4959440.000000 Penalty: 1024.878174
	Iteration 69Q: 3 clusters Score -4959440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -4959447.000000 Penalty: 1024.878174
	Iteration 70Q: 3 clusters Score -4959447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -4959447.500000 Penalty: 1024.878174
	Iteration 71Q: 3 clusters Score -4959448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -4959455.000000 Penalty: 1024.878174
	Iteration 72Q: 3 clusters Score -4959455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -4959453.500000 Penalty: 1024.878174
	Iteration 73Q: 3 clusters Score -4959454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -4959449.000000 Penalty: 1024.878174
	Iteration 74Q: 3 clusters Score -4959449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -4959455.000000 Penalty: 1024.878174
	Iteration 75Q: 3 clusters Score -4959455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -4959465.500000 Penalty: 1024.878174
	Iteration 76Q: 3 clusters Score -4959466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -4959473.500000 Penalty: 1024.878174
	Iteration 77Q: 3 clusters Score -4959474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -4959474.000000 Penalty: 1024.878174
	Iteration 78Q: 3 clusters Score -4959474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -4959473.000000 Penalty: 1024.878174
	Iteration 79Q: 3 clusters Score -4959473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -4959470.000000 Penalty: 1024.878174
	Iteration 80F: 3 clusters Score -4959470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -4959470.500000 Penalty: 1024.878174
	Iteration 81Q: 3 clusters Score -4959470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -4959474.000000 Penalty: 1024.878174
	Iteration 82Q: 3 clusters Score -4959474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -4959473.500000 Penalty: 1024.878174
	Iteration 83Q: 3 clusters Score -4959474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -4959470.500000 Penalty: 1024.878174
	Iteration 84Q: 3 clusters Score -4959470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -4959474.500000 Penalty: 1024.878174
	Iteration 85Q: 3 clusters Score -4959474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -4959476.500000 Penalty: 1024.878174
	Iteration 86Q: 3 clusters Score -4959476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -4959472.500000 Penalty: 1024.878174
	Iteration 87Q: 3 clusters Score -4959472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -4959471.000000 Penalty: 1024.878174
	Iteration 88Q: 3 clusters Score -4959471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -4959469.500000 Penalty: 1024.878174
	Iteration 89Q: 3 clusters Score -4959470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -4959469.500000 Penalty: 1024.878174
	Iteration 90Q: 3 clusters Score -4959470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -4959470.000000 Penalty: 1024.878174
	Iteration 91Q: 3 clusters Score -4959470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -4959468.000000 Penalty: 1024.878174
	Iteration 92Q: 3 clusters Score -4959468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -4959469.000000 Penalty: 1024.878174
	Iteration 93Q: 3 clusters Score -4959469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -4959474.000000 Penalty: 1024.878174
	Iteration 94Q: 3 clusters Score -4959474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -4959474.000000 Penalty: 1024.878174
	Iteration 95F: 3 clusters Score -4959474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -63279.738281 Penalty: 314.074799
	Iteration 0F: 2 clusters Score -63279.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62500.542969 Penalty: 628.149597
	Iteration 0F: 3 clusters Score -62500.54 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62730.621094 Penalty: 628.149597
	Iteration 1F: 3 clusters Score -62730.62 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -62806.414062 Penalty: 628.149597
	Iteration 2F: 3 clusters Score -62806.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62869.515625 Penalty: 628.149597
	Iteration 3F: 3 clusters Score -62869.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62910.417969 Penalty: 628.149597
	Iteration 4Q: 3 clusters Score -62910.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62947.789062 Penalty: 628.149597
	Iteration 5F: 3 clusters Score -62947.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62984.046875 Penalty: 628.149597
	Iteration 6Q: 3 clusters Score -62984.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62998.347656 Penalty: 628.149597
	Iteration 7Q: 3 clusters Score -62998.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63004.976562 Penalty: 628.149597
	Iteration 8Q: 3 clusters Score -63004.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63010.554688 Penalty: 628.149597
	Iteration 9Q: 3 clusters Score -63010.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63018.218750 Penalty: 628.149597
	Iteration 10Q: 3 clusters Score -63018.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63027.785156 Penalty: 628.149597
	Iteration 11Q: 3 clusters Score -63027.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63041.386719 Penalty: 628.149597
	Iteration 12Q: 3 clusters Score -63041.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63053.871094 Penalty: 628.149597
	Iteration 13Q: 3 clusters Score -63053.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63060.941406 Penalty: 628.149597
	Iteration 14Q: 3 clusters Score -63060.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63065.226562 Penalty: 628.149597
	Iteration 15Q: 3 clusters Score -63065.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63070.246094 Penalty: 628.149597
	Iteration 16Q: 3 clusters Score -63070.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63074.238281 Penalty: 628.149597
	Iteration 17Q: 3 clusters Score -63074.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63079.820312 Penalty: 628.149597
	Iteration 18Q: 3 clusters Score -63079.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63080.503906 Penalty: 628.149597
	Iteration 19Q: 3 clusters Score -63080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63081.242188 Penalty: 628.149597
	Iteration 20F: 3 clusters Score -63081.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Entering Unmasked Estep 
Score: -525250.812500 Penalty: 410.581512
	Iteration 0F: 2 clusters Score -525250.8 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 4126 members 
Entering Unmasked Estep 
Score: -519716.156250 Penalty: 821.163025
	Iteration 0F: 3 clusters Score -519716.2 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -521911.937500 Penalty: 821.163025
	Iteration 1F: 3 clusters Score -521911.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -522149.531250 Penalty: 821.163025
	Iteration 2F: 3 clusters Score -522149.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -522486.781250 Penalty: 821.163025
	Iteration 3F: 3 clusters Score -522486.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -522973.218750 Penalty: 821.163025
	Iteration 4F: 3 clusters Score -522973.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -523537.593750 Penalty: 821.163025
	Iteration 5F: 3 clusters Score -523537.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -524063.781250 Penalty: 821.163025
	Iteration 6F: 3 clusters Score -524063.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -524325.312500 Penalty: 821.163025
	Iteration 7F: 3 clusters Score -524325.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -524435.937500 Penalty: 821.163025
	Iteration 8Q: 3 clusters Score -524435.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -524514.062500 Penalty: 821.163025
	Iteration 9Q: 3 clusters Score -524514.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -524581.125000 Penalty: 821.163025
	Iteration 10Q: 3 clusters Score -524581.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -524640.687500 Penalty: 821.163025
	Iteration 11Q: 3 clusters Score -524640.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -524690.562500 Penalty: 821.163025
	Iteration 12Q: 3 clusters Score -524690.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -524745.812500 Penalty: 821.163025
	Iteration 13Q: 3 clusters Score -524745.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -524801.875000 Penalty: 821.163025
	Iteration 14Q: 3 clusters Score -524801.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -524835.375000 Penalty: 821.163025
	Iteration 15Q: 3 clusters Score -524835.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -524859.000000 Penalty: 821.163025
	Iteration 16Q: 3 clusters Score -524859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -524880.687500 Penalty: 821.163025
	Iteration 17Q: 3 clusters Score -524880.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -524903.375000 Penalty: 821.163025
	Iteration 18Q: 3 clusters Score -524903.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -524926.750000 Penalty: 821.163025
	Iteration 19Q: 3 clusters Score -524926.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -524951.625000 Penalty: 821.163025
	Iteration 20F: 3 clusters Score -524951.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -524965.750000 Penalty: 821.163025
	Iteration 21Q: 3 clusters Score -524965.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -524975.000000 Penalty: 821.163025
	Iteration 22Q: 3 clusters Score -524975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -524983.437500 Penalty: 821.163025
	Iteration 23Q: 3 clusters Score -524983.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -524989.125000 Penalty: 821.163025
	Iteration 24Q: 3 clusters Score -524989.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -524994.812500 Penalty: 821.163025
	Iteration 25Q: 3 clusters Score -524994.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -525002.500000 Penalty: 821.163025
	Iteration 26Q: 3 clusters Score -525002.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -525010.437500 Penalty: 821.163025
	Iteration 27Q: 3 clusters Score -525010.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -525013.562500 Penalty: 821.163025
	Iteration 28Q: 3 clusters Score -525013.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -525016.562500 Penalty: 821.163025
	Iteration 29Q: 3 clusters Score -525016.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -525018.187500 Penalty: 821.163025
	Iteration 30Q: 3 clusters Score -525018.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -525022.437500 Penalty: 821.163025
	Iteration 31Q: 3 clusters Score -525022.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -525026.500000 Penalty: 821.163025
	Iteration 32Q: 3 clusters Score -525026.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -525027.500000 Penalty: 821.163025
	Iteration 33Q: 3 clusters Score -525027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -525028.750000 Penalty: 821.163025
	Iteration 34Q: 3 clusters Score -525028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -525028.812500 Penalty: 821.163025
	Iteration 35Q: 3 clusters Score -525028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -525029.312500 Penalty: 821.163025
	Iteration 36Q: 3 clusters Score -525029.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -525030.500000 Penalty: 821.163025
	Iteration 37Q: 3 clusters Score -525030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -525032.687500 Penalty: 821.163025
	Iteration 38Q: 3 clusters Score -525032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -525032.500000 Penalty: 821.163025
	Iteration 39Q: 3 clusters Score -525032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -525032.562500 Penalty: 821.163025
	Iteration 40F: 3 clusters Score -525032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -525033.625000 Penalty: 821.163025
	Iteration 41Q: 3 clusters Score -525033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -525033.625000 Penalty: 821.163025
	Iteration 42Q: 3 clusters Score -525033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -525033.625000 Penalty: 821.163025
	Iteration 43F: 3 clusters Score -525033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -4866.400879 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -4866.401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4689.049805 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -4689.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4770.651855 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -4770.652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4789.798340 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -4789.798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4809.155762 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -4809.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4810.837891 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -4810.838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4813.943848 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -4813.944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4821.164551 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -4821.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4838.687988 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -4838.688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4838.687988 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -4838.688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -51475.789062 Penalty: 309.000580
	Iteration 0F: 2 clusters Score -51475.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -50743.410156 Penalty: 618.001160
	Iteration 0F: 3 clusters Score -50743.41 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50962.113281 Penalty: 618.001160
	Iteration 1F: 3 clusters Score -50962.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -51007.671875 Penalty: 618.001160
	Iteration 2F: 3 clusters Score -51007.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51037.972656 Penalty: 618.001160
	Iteration 3F: 3 clusters Score -51037.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -51066.218750 Penalty: 618.001160
	Iteration 4Q: 3 clusters Score -51066.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -51090.140625 Penalty: 618.001160
	Iteration 5Q: 3 clusters Score -51090.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -51115.636719 Penalty: 618.001160
	Iteration 6Q: 3 clusters Score -51115.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -51131.710938 Penalty: 618.001160
	Iteration 7Q: 3 clusters Score -51131.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -51141.824219 Penalty: 618.001160
	Iteration 8Q: 3 clusters Score -51141.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -51152.617188 Penalty: 618.001160
	Iteration 9Q: 3 clusters Score -51152.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -51165.269531 Penalty: 618.001160
	Iteration 10Q: 3 clusters Score -51165.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -51180.230469 Penalty: 618.001160
	Iteration 11Q: 3 clusters Score -51180.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -51188.632812 Penalty: 618.001160
	Iteration 12Q: 3 clusters Score -51188.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -51191.902344 Penalty: 618.001160
	Iteration 13Q: 3 clusters Score -51191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51192.945312 Penalty: 618.001160
	Iteration 14Q: 3 clusters Score -51192.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -51196.050781 Penalty: 618.001160
	Iteration 15Q: 3 clusters Score -51196.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -51202.074219 Penalty: 618.001160
	Iteration 16Q: 3 clusters Score -51202.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -51213.941406 Penalty: 618.001160
	Iteration 17Q: 3 clusters Score -51213.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -51218.402344 Penalty: 618.001160
	Iteration 18Q: 3 clusters Score -51218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -51221.343750 Penalty: 618.001160
	Iteration 19Q: 3 clusters Score -51221.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -51221.875000 Penalty: 618.001160
	Iteration 20F: 3 clusters Score -51221.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -51222.449219 Penalty: 618.001160
	Iteration 21Q: 3 clusters Score -51222.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -51223.304688 Penalty: 618.001160
	Iteration 22Q: 3 clusters Score -51223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -51224.039062 Penalty: 618.001160
	Iteration 23Q: 3 clusters Score -51224.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -51224.949219 Penalty: 618.001160
	Iteration 24Q: 3 clusters Score -51224.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -51226.148438 Penalty: 618.001160
	Iteration 25Q: 3 clusters Score -51226.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -51226.917969 Penalty: 618.001160
	Iteration 26Q: 3 clusters Score -51226.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -51226.917969 Penalty: 618.001160
	Iteration 27F: 3 clusters Score -51226.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Entering Unmasked Estep 
Score: -1730312.125000 Penalty: 463.591187
	Iteration 0F: 2 clusters Score -1730312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1712596.500000 Penalty: 927.182373
	Iteration 0F: 3 clusters Score -1712596 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1720182.125000 Penalty: 927.182373
	Iteration 1F: 3 clusters Score -1720182 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1720616.875000 Penalty: 927.182373
	Iteration 2Q: 3 clusters Score -1720617 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1721190.500000 Penalty: 927.182373
	Iteration 3F: 3 clusters Score -1721190 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1721956.250000 Penalty: 927.182373
	Iteration 4F: 3 clusters Score -1721956 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1723046.375000 Penalty: 927.182373
	Iteration 5F: 3 clusters Score -1723046 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1724588.500000 Penalty: 927.182373
	Iteration 6F: 3 clusters Score -1724588 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -1726426.375000 Penalty: 927.182373
	Iteration 7F: 3 clusters Score -1726426 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -1728035.250000 Penalty: 927.182373
	Iteration 8F: 3 clusters Score -1728035 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -1729055.000000 Penalty: 927.182373
	Iteration 9Q: 3 clusters Score -1729055 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -1729627.250000 Penalty: 927.182373
	Iteration 10Q: 3 clusters Score -1729627 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -1729969.750000 Penalty: 927.182373
	Iteration 11Q: 3 clusters Score -1729970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -1730165.625000 Penalty: 927.182373
	Iteration 12Q: 3 clusters Score -1730166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -1730275.000000 Penalty: 927.182373
	Iteration 13Q: 3 clusters Score -1730275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -1730373.250000 Penalty: 927.182373
	Iteration 14Q: 3 clusters Score -1730373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -1730438.125000 Penalty: 927.182373
	Iteration 15Q: 3 clusters Score -1730438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -1730466.500000 Penalty: 927.182373
	Iteration 16Q: 3 clusters Score -1730466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -1730481.625000 Penalty: 927.182373
	Iteration 17Q: 3 clusters Score -1730482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -1730488.625000 Penalty: 927.182373
	Iteration 18Q: 3 clusters Score -1730489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -1730488.250000 Penalty: 927.182373
	Iteration 19Q: 3 clusters Score -1730488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -1730491.000000 Penalty: 927.182373
	Iteration 20F: 3 clusters Score -1730491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -1730495.750000 Penalty: 927.182373
	Iteration 21Q: 3 clusters Score -1730496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1730493.250000 Penalty: 927.182373
	Iteration 22Q: 3 clusters Score -1730493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -1730493.625000 Penalty: 927.182373
	Iteration 23Q: 3 clusters Score -1730494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1730493.625000 Penalty: 927.182373
	Iteration 24Q: 3 clusters Score -1730494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -1730494.625000 Penalty: 927.182373
	Iteration 25Q: 3 clusters Score -1730495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1730494.875000 Penalty: 927.182373
	Iteration 26Q: 3 clusters Score -1730495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -1730494.500000 Penalty: 927.182373
	Iteration 27Q: 3 clusters Score -1730494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1730499.375000 Penalty: 927.182373
	Iteration 28Q: 3 clusters Score -1730499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -1730496.250000 Penalty: 927.182373
	Iteration 29Q: 3 clusters Score -1730496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -1730496.250000 Penalty: 927.182373
	Iteration 30Q: 3 clusters Score -1730496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -1730499.625000 Penalty: 927.182373
	Iteration 31Q: 3 clusters Score -1730500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1730501.500000 Penalty: 927.182373
	Iteration 32Q: 3 clusters Score -1730502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1730502.000000 Penalty: 927.182373
	Iteration 33Q: 3 clusters Score -1730502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1730502.000000 Penalty: 927.182373
	Iteration 34F: 3 clusters Score -1730502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 1045 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 61354 members 
Mstep: Class 28 contains 78667 members 
Mstep: Class 29 contains 42403 members 
Mstep: Class 30 contains 44579 members 
Mstep: Class 31 contains 25146 members 
Entering Unmasked Estep 
Score: -42227584.000000 Penalty: 18977.085938
Splitting cluster 26 changes total score from -42227408.000000 to -42227584.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 27 (61354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Entering Unmasked Estep 
Score: -3847752.500000 Penalty: 501.610931
	Iteration 0F: 2 clusters Score -3847752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3806580.250000 Penalty: 1003.221863
	Iteration 0F: 3 clusters Score -3806580 nChanged 29763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3824009.000000 Penalty: 1003.221863
	Iteration 1F: 3 clusters Score -3824009 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3824732.000000 Penalty: 1003.221863
	Iteration 2Q: 3 clusters Score -3824732 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3825768.750000 Penalty: 1003.221863
	Iteration 3Q: 3 clusters Score -3825769 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3827293.750000 Penalty: 1003.221863
	Iteration 4F: 3 clusters Score -3827294 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3829663.500000 Penalty: 1003.221863
	Iteration 5F: 3 clusters Score -3829664 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3832696.500000 Penalty: 1003.221863
	Iteration 6F: 3 clusters Score -3832696 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3836052.500000 Penalty: 1003.221863
	Iteration 7F: 3 clusters Score -3836052 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3839038.500000 Penalty: 1003.221863
	Iteration 8F: 3 clusters Score -3839038 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3841275.500000 Penalty: 1003.221863
	Iteration 9Q: 3 clusters Score -3841276 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3842890.000000 Penalty: 1003.221863
	Iteration 10Q: 3 clusters Score -3842890 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3844140.500000 Penalty: 1003.221863
	Iteration 11Q: 3 clusters Score -3844140 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3845118.000000 Penalty: 1003.221863
	Iteration 12Q: 3 clusters Score -3845118 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3845842.000000 Penalty: 1003.221863
	Iteration 13Q: 3 clusters Score -3845842 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3846353.250000 Penalty: 1003.221863
	Iteration 14Q: 3 clusters Score -3846353 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3846746.000000 Penalty: 1003.221863
	Iteration 15Q: 3 clusters Score -3846746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3846960.750000 Penalty: 1003.221863
	Iteration 16Q: 3 clusters Score -3846961 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3847071.500000 Penalty: 1003.221863
	Iteration 17Q: 3 clusters Score -3847072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3847167.750000 Penalty: 1003.221863
	Iteration 18Q: 3 clusters Score -3847168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3847227.500000 Penalty: 1003.221863
	Iteration 19Q: 3 clusters Score -3847228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3847258.500000 Penalty: 1003.221863
	Iteration 20F: 3 clusters Score -3847258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3847282.000000 Penalty: 1003.221863
	Iteration 21Q: 3 clusters Score -3847282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3847304.500000 Penalty: 1003.221863
	Iteration 22Q: 3 clusters Score -3847304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3847327.500000 Penalty: 1003.221863
	Iteration 23Q: 3 clusters Score -3847328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3847335.000000 Penalty: 1003.221863
	Iteration 24Q: 3 clusters Score -3847335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3847343.750000 Penalty: 1003.221863
	Iteration 25Q: 3 clusters Score -3847344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3847349.000000 Penalty: 1003.221863
	Iteration 26Q: 3 clusters Score -3847349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3847360.500000 Penalty: 1003.221863
	Iteration 27Q: 3 clusters Score -3847360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3847364.250000 Penalty: 1003.221863
	Iteration 28Q: 3 clusters Score -3847364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3847364.750000 Penalty: 1003.221863
	Iteration 29Q: 3 clusters Score -3847365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3847365.750000 Penalty: 1003.221863
	Iteration 30Q: 3 clusters Score -3847366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3847372.500000 Penalty: 1003.221863
	Iteration 31Q: 3 clusters Score -3847372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3847375.250000 Penalty: 1003.221863
	Iteration 32Q: 3 clusters Score -3847375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3847382.000000 Penalty: 1003.221863
	Iteration 33Q: 3 clusters Score -3847382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3847381.750000 Penalty: 1003.221863
	Iteration 34Q: 3 clusters Score -3847382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3847381.750000 Penalty: 1003.221863
	Iteration 35F: 3 clusters Score -3847382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 30609 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 26273 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 1045 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 77839 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 61354 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 32 clusters Score -4.222903e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 18619 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 30472 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 106303 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 2616 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 29737 members 
Mstep: Class 12 contains 43509 members 
Mstep: Class 13 contains 41639 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 26450 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 77828 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 8346 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 61636 members 
Mstep: Class 28 contains 78285 members 
Mstep: Class 29 contains 42142 members 
Mstep: Class 30 contains 44316 members 
Mstep: Class 31 contains 24674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 32 clusters Score -4.222959e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 19178 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 30297 members 
Mstep: Class 6 contains 691 members 
Mstep: Class 7 contains 106541 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 29498 members 
Mstep: Class 12 contains 43408 members 
Mstep: Class 13 contains 41627 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 6383 members 
Mstep: Class 16 contains 26501 members 
Mstep: Class 17 contains 559 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 1140 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 77656 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 8385 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 61880 members 
Mstep: Class 28 contains 78470 members 
Mstep: Class 29 contains 42020 members 
Mstep: Class 30 contains 44425 members 
Mstep: Class 31 contains 24307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 32 clusters Score -4.223002e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 19722 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 30136 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 106646 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 29298 members 
Mstep: Class 12 contains 43313 members 
Mstep: Class 13 contains 41618 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 26519 members 
Mstep: Class 17 contains 563 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 77504 members 
Mstep: Class 22 contains 1278 members 
Mstep: Class 23 contains 8446 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 62149 members 
Mstep: Class 28 contains 78759 members 
Mstep: Class 29 contains 41973 members 
Mstep: Class 30 contains 44561 members 
Mstep: Class 31 contains 23929 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 32 clusters Score -4.223017e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 20223 members 
Mstep: Class 3 contains 728 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 29968 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 106685 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 29085 members 
Mstep: Class 12 contains 43235 members 
Mstep: Class 13 contains 41617 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 26529 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 77380 members 
Mstep: Class 22 contains 1337 members 
Mstep: Class 23 contains 8490 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 62445 members 
Mstep: Class 28 contains 79051 members 
Mstep: Class 29 contains 42026 members 
Mstep: Class 30 contains 44703 members 
Mstep: Class 31 contains 23535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230328.000000 Penalty: 18977.085938
Iteration 123Q: 32 clusters Score -4.223033e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 29815 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 106616 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 43165 members 
Mstep: Class 13 contains 41601 members 
Mstep: Class 14 contains 4109 members 
Mstep: Class 15 contains 6371 members 
Mstep: Class 16 contains 26521 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 77244 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 8524 members 
Mstep: Class 24 contains 129 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 62741 members 
Mstep: Class 28 contains 79395 members 
Mstep: Class 29 contains 42090 members 
Mstep: Class 30 contains 44879 members 
Mstep: Class 31 contains 23138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230532.000000 Penalty: 18977.085938
Iteration 124Q: 32 clusters Score -4.223053e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 21285 members 
Mstep: Class 3 contains 728 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 106425 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 2609 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 28672 members 
Mstep: Class 12 contains 43099 members 
Mstep: Class 13 contains 41588 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 6368 members 
Mstep: Class 16 contains 26506 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 1196 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 77103 members 
Mstep: Class 22 contains 1445 members 
Mstep: Class 23 contains 8558 members 
Mstep: Class 24 contains 131 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 63093 members 
Mstep: Class 28 contains 79781 members 
Mstep: Class 29 contains 42137 members 
Mstep: Class 30 contains 45023 members 
Mstep: Class 31 contains 22785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230708.000000 Penalty: 18977.085938
Iteration 125Q: 32 clusters Score -4.223071e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 21723 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 29529 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 106171 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 28495 members 
Mstep: Class 12 contains 43006 members 
Mstep: Class 13 contains 41589 members 
Mstep: Class 14 contains 4170 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 26505 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1214 members 
Mstep: Class 20 contains 3199 members 
Mstep: Class 21 contains 76967 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 128 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 63483 members 
Mstep: Class 28 contains 80194 members 
Mstep: Class 29 contains 42188 members 
Mstep: Class 30 contains 45153 members 
Mstep: Class 31 contains 22443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230524.000000 Penalty: 18977.085938
Iteration 126Q: 32 clusters Score -4.223052e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 29413 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 105758 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 28393 members 
Mstep: Class 12 contains 42912 members 
Mstep: Class 13 contains 41597 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 26507 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 3252 members 
Mstep: Class 21 contains 76825 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 8609 members 
Mstep: Class 24 contains 127 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 63871 members 
Mstep: Class 28 contains 80618 members 
Mstep: Class 29 contains 42286 members 
Mstep: Class 30 contains 45279 members 
Mstep: Class 31 contains 22114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230696.000000 Penalty: 18977.085938
Iteration 127Q: 32 clusters Score -4.22307e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 22528 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 29319 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 105247 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 28322 members 
Mstep: Class 12 contains 42821 members 
Mstep: Class 13 contains 41585 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 26504 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 1241 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 76707 members 
Mstep: Class 22 contains 1526 members 
Mstep: Class 23 contains 8622 members 
Mstep: Class 24 contains 127 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 2348 members 
Mstep: Class 27 contains 64259 members 
Mstep: Class 28 contains 81019 members 
Mstep: Class 29 contains 42375 members 
Mstep: Class 30 contains 45387 members 
Mstep: Class 31 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230712.000000 Penalty: 18977.085938
Iteration 128Q: 32 clusters Score -4.223071e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 22862 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 29221 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 104531 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 28231 members 
Mstep: Class 12 contains 42742 members 
Mstep: Class 13 contains 41580 members 
Mstep: Class 14 contains 4297 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 26516 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 1251 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 76653 members 
Mstep: Class 22 contains 1551 members 
Mstep: Class 23 contains 8645 members 
Mstep: Class 24 contains 127 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 2418 members 
Mstep: Class 27 contains 64661 members 
Mstep: Class 28 contains 81515 members 
Mstep: Class 29 contains 42467 members 
Mstep: Class 30 contains 45472 members 
Mstep: Class 31 contains 21587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230856.000000 Penalty: 18977.085938
Iteration 129Q: 32 clusters Score -4.223086e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 23187 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 29113 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 103672 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 28146 members 
Mstep: Class 12 contains 42679 members 
Mstep: Class 13 contains 41560 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 26524 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 2852 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 76633 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 8671 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 2478 members 
Mstep: Class 27 contains 65103 members 
Mstep: Class 28 contains 81986 members 
Mstep: Class 29 contains 42567 members 
Mstep: Class 30 contains 45564 members 
Mstep: Class 31 contains 21378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231212.000000 Penalty: 18977.085938
Iteration 130Q: 32 clusters Score -4.223121e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 23468 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 29025 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 102758 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 28014 members 
Mstep: Class 12 contains 42600 members 
Mstep: Class 13 contains 41546 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 26528 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 2927 members 
Mstep: Class 19 contains 1279 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 76652 members 
Mstep: Class 22 contains 1585 members 
Mstep: Class 23 contains 8691 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 2529 members 
Mstep: Class 27 contains 65570 members 
Mstep: Class 28 contains 82442 members 
Mstep: Class 29 contains 42655 members 
Mstep: Class 30 contains 45666 members 
Mstep: Class 31 contains 21204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231528.000000 Penalty: 18977.085938
Iteration 131Q: 32 clusters Score -4.223153e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 23759 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 28931 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 101716 members 
Mstep: Class 8 contains 1873 members 
Mstep: Class 9 contains 2594 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 27931 members 
Mstep: Class 12 contains 42508 members 
Mstep: Class 13 contains 41526 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 6463 members 
Mstep: Class 16 contains 26539 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 1292 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 76701 members 
Mstep: Class 22 contains 1598 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 66040 members 
Mstep: Class 28 contains 82891 members 
Mstep: Class 29 contains 42783 members 
Mstep: Class 30 contains 45742 members 
Mstep: Class 31 contains 21031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231780.000000 Penalty: 18977.085938
Iteration 132Q: 32 clusters Score -4.223178e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 24040 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 2536 members 
Mstep: Class 5 contains 28817 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 100604 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 27860 members 
Mstep: Class 12 contains 42423 members 
Mstep: Class 13 contains 41510 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 26557 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 3055 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 3662 members 
Mstep: Class 21 contains 76735 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 66522 members 
Mstep: Class 28 contains 83367 members 
Mstep: Class 29 contains 42928 members 
Mstep: Class 30 contains 45815 members 
Mstep: Class 31 contains 20881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231908.000000 Penalty: 18977.085938
Iteration 133Q: 32 clusters Score -4.223191e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 28687 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 99465 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 27824 members 
Mstep: Class 12 contains 42332 members 
Mstep: Class 13 contains 41487 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 26590 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 3726 members 
Mstep: Class 21 contains 76833 members 
Mstep: Class 22 contains 1619 members 
Mstep: Class 23 contains 8731 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 66995 members 
Mstep: Class 28 contains 83889 members 
Mstep: Class 29 contains 43041 members 
Mstep: Class 30 contains 45873 members 
Mstep: Class 31 contains 20748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232272.000000 Penalty: 18977.085938
Iteration 134Q: 32 clusters Score -4.223227e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 24416 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 98449 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 27798 members 
Mstep: Class 12 contains 42222 members 
Mstep: Class 13 contains 41457 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 26618 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 3778 members 
Mstep: Class 21 contains 76928 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 2664 members 
Mstep: Class 27 contains 67469 members 
Mstep: Class 28 contains 84369 members 
Mstep: Class 29 contains 43135 members 
Mstep: Class 30 contains 45949 members 
Mstep: Class 31 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232396.000000 Penalty: 18977.085938
Iteration 135Q: 32 clusters Score -4.22324e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 24544 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 28432 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 97377 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 27812 members 
Mstep: Class 12 contains 42113 members 
Mstep: Class 13 contains 41442 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 6473 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 3847 members 
Mstep: Class 21 contains 77037 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 8771 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 67965 members 
Mstep: Class 28 contains 84772 members 
Mstep: Class 29 contains 43228 members 
Mstep: Class 30 contains 45993 members 
Mstep: Class 31 contains 20543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232716.000000 Penalty: 18977.085938
Iteration 136Q: 32 clusters Score -4.223272e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 24686 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 28340 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 96241 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 27787 members 
Mstep: Class 12 contains 42039 members 
Mstep: Class 13 contains 41423 members 
Mstep: Class 14 contains 4657 members 
Mstep: Class 15 contains 6465 members 
Mstep: Class 16 contains 26654 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 77118 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 2711 members 
Mstep: Class 27 contains 68480 members 
Mstep: Class 28 contains 85230 members 
Mstep: Class 29 contains 43316 members 
Mstep: Class 30 contains 46002 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233260.000000 Penalty: 18977.085938
Iteration 137Q: 32 clusters Score -4.223326e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 28235 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 95227 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 27781 members 
Mstep: Class 12 contains 41961 members 
Mstep: Class 13 contains 41383 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 26671 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 77161 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 865 members 
Mstep: Class 26 contains 2736 members 
Mstep: Class 27 contains 69029 members 
Mstep: Class 28 contains 85665 members 
Mstep: Class 29 contains 43386 members 
Mstep: Class 30 contains 45991 members 
Mstep: Class 31 contains 20388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234048.000000 Penalty: 18977.085938
Iteration 138Q: 32 clusters Score -4.223405e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 24869 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 28142 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 94257 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 27759 members 
Mstep: Class 12 contains 41893 members 
Mstep: Class 13 contains 41351 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 6430 members 
Mstep: Class 16 contains 26681 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 4074 members 
Mstep: Class 21 contains 77217 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 8823 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 69593 members 
Mstep: Class 28 contains 86092 members 
Mstep: Class 29 contains 43400 members 
Mstep: Class 30 contains 45965 members 
Mstep: Class 31 contains 20342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234812.000000 Penalty: 18977.085938
Iteration 139Q: 32 clusters Score -4.223481e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 24948 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 28068 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 93355 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 27745 members 
Mstep: Class 12 contains 41843 members 
Mstep: Class 13 contains 41322 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 26699 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 1391 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 77280 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 27 contains 70144 members 
Mstep: Class 28 contains 86477 members 
Mstep: Class 29 contains 43395 members 
Mstep: Class 30 contains 45912 members 
Mstep: Class 31 contains 20314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235312.000000 Penalty: 18977.085938
Iteration 140F: 32 clusters Score -4.223531e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 24976 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 28009 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 92534 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 27691 members 
Mstep: Class 12 contains 41769 members 
Mstep: Class 13 contains 41295 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 26719 members 
Mstep: Class 17 contains 859 members 
Mstep: Class 18 contains 3382 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 77319 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 2798 members 
Mstep: Class 27 contains 70736 members 
Mstep: Class 28 contains 86792 members 
Mstep: Class 29 contains 43396 members 
Mstep: Class 30 contains 45853 members 
Mstep: Class 31 contains 20295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235696.000000 Penalty: 18977.085938
Iteration 141Q: 32 clusters Score -4.22357e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 24978 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 27949 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 91785 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 27649 members 
Mstep: Class 12 contains 41711 members 
Mstep: Class 13 contains 41282 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 6343 members 
Mstep: Class 16 contains 26736 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 77288 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 8866 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 2814 members 
Mstep: Class 27 contains 71371 members 
Mstep: Class 28 contains 87063 members 
Mstep: Class 29 contains 43375 members 
Mstep: Class 30 contains 45783 members 
Mstep: Class 31 contains 20289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235900.000000 Penalty: 18977.085938
Iteration 142Q: 32 clusters Score -4.22359e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 24961 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 27906 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 91163 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 27591 members 
Mstep: Class 12 contains 41648 members 
Mstep: Class 13 contains 41273 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 26753 members 
Mstep: Class 17 contains 905 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 77240 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 71962 members 
Mstep: Class 28 contains 87259 members 
Mstep: Class 29 contains 43367 members 
Mstep: Class 30 contains 45734 members 
Mstep: Class 31 contains 20280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236300.000000 Penalty: 18977.085938
Iteration 143Q: 32 clusters Score -4.22363e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 24939 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 27854 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 90535 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 27542 members 
Mstep: Class 12 contains 41566 members 
Mstep: Class 13 contains 41266 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 6282 members 
Mstep: Class 16 contains 26765 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 4473 members 
Mstep: Class 21 contains 77196 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 72552 members 
Mstep: Class 28 contains 87452 members 
Mstep: Class 29 contains 43341 members 
Mstep: Class 30 contains 45666 members 
Mstep: Class 31 contains 20269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236580.000000 Penalty: 18977.085938
Iteration 144Q: 32 clusters Score -4.223658e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 24901 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 27827 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 89976 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 27487 members 
Mstep: Class 12 contains 41464 members 
Mstep: Class 13 contains 41243 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 6264 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 77216 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 73071 members 
Mstep: Class 28 contains 87661 members 
Mstep: Class 29 contains 43320 members 
Mstep: Class 30 contains 45598 members 
Mstep: Class 31 contains 20230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237128.000000 Penalty: 18977.085938
Iteration 145Q: 32 clusters Score -4.223713e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 24866 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 27802 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 89485 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 27408 members 
Mstep: Class 12 contains 41386 members 
Mstep: Class 13 contains 41218 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 6237 members 
Mstep: Class 16 contains 26786 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 4589 members 
Mstep: Class 21 contains 77168 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 8911 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 73607 members 
Mstep: Class 28 contains 87845 members 
Mstep: Class 29 contains 43328 members 
Mstep: Class 30 contains 45549 members 
Mstep: Class 31 contains 20200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237384.000000 Penalty: 18977.085938
Iteration 146Q: 32 clusters Score -4.223738e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 24818 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 27779 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 89045 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 5017 members 
Mstep: Class 11 contains 27312 members 
Mstep: Class 12 contains 41314 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 6224 members 
Mstep: Class 16 contains 26794 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 77135 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 74075 members 
Mstep: Class 28 contains 88008 members 
Mstep: Class 29 contains 43348 members 
Mstep: Class 30 contains 45508 members 
Mstep: Class 31 contains 20155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237740.000000 Penalty: 18977.085938
Iteration 147Q: 32 clusters Score -4.223774e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 24770 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 27748 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 88592 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 27226 members 
Mstep: Class 12 contains 41256 members 
Mstep: Class 13 contains 41171 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 26804 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 77082 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 8938 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 74581 members 
Mstep: Class 28 contains 88136 members 
Mstep: Class 29 contains 43359 members 
Mstep: Class 30 contains 45467 members 
Mstep: Class 31 contains 20112 members 
Entering Unmasked Estep 
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Iteration 148Q: 32 clusters Score -4.223808e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 24726 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 27714 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 88210 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 27088 members 
Mstep: Class 12 contains 41201 members 
Mstep: Class 13 contains 41157 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 26815 members 
Mstep: Class 17 contains 1098 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 77013 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 75070 members 
Mstep: Class 28 contains 88279 members 
Mstep: Class 29 contains 43373 members 
Mstep: Class 30 contains 45419 members 
Mstep: Class 31 contains 20060 members 
Entering Unmasked Estep 
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Iteration 149Q: 32 clusters Score -4.223817e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 24692 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 27678 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 87850 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 26935 members 
Mstep: Class 12 contains 41144 members 
Mstep: Class 13 contains 41145 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 6175 members 
Mstep: Class 16 contains 26827 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 3675 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 4668 members 
Mstep: Class 21 contains 76983 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 8988 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 75550 members 
Mstep: Class 28 contains 88384 members 
Mstep: Class 29 contains 43399 members 
Mstep: Class 30 contains 45373 members 
Mstep: Class 31 contains 19999 members 
Entering Unmasked Estep 
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Iteration 150Q: 32 clusters Score -4.223859e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 24641 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 27664 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 87492 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 26797 members 
Mstep: Class 12 contains 41060 members 
Mstep: Class 13 contains 41140 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 26837 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 3694 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 4701 members 
Mstep: Class 21 contains 76965 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 9005 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 76012 members 
Mstep: Class 28 contains 88514 members 
Mstep: Class 29 contains 43429 members 
Mstep: Class 30 contains 45329 members 
Mstep: Class 31 contains 19940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238632.000000 Penalty: 18977.085938
Iteration 151Q: 32 clusters Score -4.223863e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 24571 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2529 members 
Mstep: Class 5 contains 27653 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 87192 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 26640 members 
Mstep: Class 12 contains 40975 members 
Mstep: Class 13 contains 41134 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 26847 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 3714 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 76969 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 76450 members 
Mstep: Class 28 contains 88611 members 
Mstep: Class 29 contains 43451 members 
Mstep: Class 30 contains 45281 members 
Mstep: Class 31 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239020.000000 Penalty: 18977.085938
Iteration 152Q: 32 clusters Score -4.223902e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 24504 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 27661 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 86919 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 26487 members 
Mstep: Class 12 contains 40870 members 
Mstep: Class 13 contains 41126 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 6128 members 
Mstep: Class 16 contains 26854 members 
Mstep: Class 17 contains 1196 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 76976 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 9035 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 76860 members 
Mstep: Class 28 contains 88681 members 
Mstep: Class 29 contains 43485 members 
Mstep: Class 30 contains 45243 members 
Mstep: Class 31 contains 19825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239132.000000 Penalty: 18977.085938
Iteration 153Q: 32 clusters Score -4.223913e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 24434 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2508 members 
Mstep: Class 5 contains 27659 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 86685 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 40774 members 
Mstep: Class 13 contains 41117 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 6110 members 
Mstep: Class 16 contains 26861 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 3740 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 76986 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 77272 members 
Mstep: Class 28 contains 88769 members 
Mstep: Class 29 contains 43514 members 
Mstep: Class 30 contains 45195 members 
Mstep: Class 31 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239320.000000 Penalty: 18977.085938
Iteration 154Q: 32 clusters Score -4.223932e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 24367 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 27676 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 86479 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 26183 members 
Mstep: Class 12 contains 40659 members 
Mstep: Class 13 contains 41117 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 26874 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 76959 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 9064 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 77672 members 
Mstep: Class 28 contains 88850 members 
Mstep: Class 29 contains 43543 members 
Mstep: Class 30 contains 45151 members 
Mstep: Class 31 contains 19720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239536.000000 Penalty: 18977.085938
Iteration 155Q: 32 clusters Score -4.223954e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 24301 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 27688 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 86317 members 
Mstep: Class 8 contains 1873 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 26036 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 41102 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 6063 members 
Mstep: Class 16 contains 26877 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 4865 members 
Mstep: Class 21 contains 76912 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 9079 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 78081 members 
Mstep: Class 28 contains 88913 members 
Mstep: Class 29 contains 43580 members 
Mstep: Class 30 contains 45123 members 
Mstep: Class 31 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239656.000000 Penalty: 18977.085938
Iteration 156Q: 32 clusters Score -4.223966e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 27709 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 86192 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 25882 members 
Mstep: Class 12 contains 40521 members 
Mstep: Class 13 contains 41092 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 26876 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 4901 members 
Mstep: Class 21 contains 76809 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 9097 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 78520 members 
Mstep: Class 28 contains 88963 members 
Mstep: Class 29 contains 43618 members 
Mstep: Class 30 contains 45093 members 
Mstep: Class 31 contains 19623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239760.000000 Penalty: 18977.085938
Iteration 157Q: 32 clusters Score -4.223976e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 24144 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 27741 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 86081 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 25742 members 
Mstep: Class 12 contains 40488 members 
Mstep: Class 13 contains 41086 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 26875 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 4929 members 
Mstep: Class 21 contains 76664 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 9125 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 78932 members 
Mstep: Class 28 contains 88990 members 
Mstep: Class 29 contains 43656 members 
Mstep: Class 30 contains 45065 members 
Mstep: Class 31 contains 19581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239780.000000 Penalty: 18977.085938
Iteration 158Q: 32 clusters Score -4.223978e+07 nChanged 1640
Entering ConstructFrom: 
Score: -42239780.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (20567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Entering Unmasked Estep 
Score: -1327246.500000 Penalty: 451.880676
	Iteration 0F: 2 clusters Score -1327246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1313499.000000 Penalty: 903.761353
	Iteration 0F: 3 clusters Score -1313499 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1319186.750000 Penalty: 903.761353
	Iteration 1F: 3 clusters Score -1319187 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1319475.125000 Penalty: 903.761353
	Iteration 2Q: 3 clusters Score -1319475 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1319851.750000 Penalty: 903.761353
	Iteration 3Q: 3 clusters Score -1319852 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1320432.750000 Penalty: 903.761353
	Iteration 4F: 3 clusters Score -1320433 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1321247.375000 Penalty: 903.761353
	Iteration 5F: 3 clusters Score -1321247 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1322381.375000 Penalty: 903.761353
	Iteration 6F: 3 clusters Score -1322381 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1323680.750000 Penalty: 903.761353
	Iteration 7F: 3 clusters Score -1323681 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1324668.250000 Penalty: 903.761353
	Iteration 8F: 3 clusters Score -1324668 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1325217.750000 Penalty: 903.761353
	Iteration 9Q: 3 clusters Score -1325218 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1325465.625000 Penalty: 903.761353
	Iteration 10Q: 3 clusters Score -1325466 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1325639.875000 Penalty: 903.761353
	Iteration 11Q: 3 clusters Score -1325640 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1325783.750000 Penalty: 903.761353
	Iteration 12Q: 3 clusters Score -1325784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1325910.875000 Penalty: 903.761353
	Iteration 13Q: 3 clusters Score -1325911 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1326027.375000 Penalty: 903.761353
	Iteration 14Q: 3 clusters Score -1326027 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1326148.250000 Penalty: 903.761353
	Iteration 15Q: 3 clusters Score -1326148 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1326241.375000 Penalty: 903.761353
	Iteration 16Q: 3 clusters Score -1326241 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1326325.000000 Penalty: 903.761353
	Iteration 17Q: 3 clusters Score -1326325 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1326403.125000 Penalty: 903.761353
	Iteration 18Q: 3 clusters Score -1326403 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1326468.750000 Penalty: 903.761353
	Iteration 19Q: 3 clusters Score -1326469 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1326513.875000 Penalty: 903.761353
	Iteration 20F: 3 clusters Score -1326514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1326552.875000 Penalty: 903.761353
	Iteration 21Q: 3 clusters Score -1326553 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1326593.250000 Penalty: 903.761353
	Iteration 22Q: 3 clusters Score -1326593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1326621.000000 Penalty: 903.761353
	Iteration 23Q: 3 clusters Score -1326621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1326642.750000 Penalty: 903.761353
	Iteration 24Q: 3 clusters Score -1326643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1326672.375000 Penalty: 903.761353
	Iteration 25Q: 3 clusters Score -1326672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1326697.625000 Penalty: 903.761353
	Iteration 26Q: 3 clusters Score -1326698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1326724.000000 Penalty: 903.761353
	Iteration 27Q: 3 clusters Score -1326724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1326754.500000 Penalty: 903.761353
	Iteration 28Q: 3 clusters Score -1326754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1326774.125000 Penalty: 903.761353
	Iteration 29Q: 3 clusters Score -1326774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1326807.500000 Penalty: 903.761353
	Iteration 30Q: 3 clusters Score -1326808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1326845.125000 Penalty: 903.761353
	Iteration 31Q: 3 clusters Score -1326845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1326873.875000 Penalty: 903.761353
	Iteration 32Q: 3 clusters Score -1326874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1326891.250000 Penalty: 903.761353
	Iteration 33Q: 3 clusters Score -1326891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1326905.750000 Penalty: 903.761353
	Iteration 34Q: 3 clusters Score -1326906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1326926.125000 Penalty: 903.761353
	Iteration 35Q: 3 clusters Score -1326926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1326947.875000 Penalty: 903.761353
	Iteration 36Q: 3 clusters Score -1326948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1326965.125000 Penalty: 903.761353
	Iteration 37Q: 3 clusters Score -1326965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1326973.875000 Penalty: 903.761353
	Iteration 38Q: 3 clusters Score -1326974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1326987.875000 Penalty: 903.761353
	Iteration 39Q: 3 clusters Score -1326988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1327001.750000 Penalty: 903.761353
	Iteration 40F: 3 clusters Score -1327002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1327014.375000 Penalty: 903.761353
	Iteration 41Q: 3 clusters Score -1327014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1327022.500000 Penalty: 903.761353
	Iteration 42Q: 3 clusters Score -1327022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1327033.750000 Penalty: 903.761353
	Iteration 43Q: 3 clusters Score -1327034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1327033.250000 Penalty: 903.761353
	Iteration 44Q: 3 clusters Score -1327033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1327040.250000 Penalty: 903.761353
	Iteration 45Q: 3 clusters Score -1327040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1327045.500000 Penalty: 903.761353
	Iteration 46Q: 3 clusters Score -1327046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1327048.625000 Penalty: 903.761353
	Iteration 47Q: 3 clusters Score -1327049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1327050.875000 Penalty: 903.761353
	Iteration 48Q: 3 clusters Score -1327051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1327051.750000 Penalty: 903.761353
	Iteration 49Q: 3 clusters Score -1327052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1327052.500000 Penalty: 903.761353
	Iteration 50Q: 3 clusters Score -1327052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1327052.625000 Penalty: 903.761353
	Iteration 51Q: 3 clusters Score -1327053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1327052.625000 Penalty: 903.761353
	Iteration 52Q: 3 clusters Score -1327053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1327054.125000 Penalty: 903.761353
	Iteration 53Q: 3 clusters Score -1327054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1327057.875000 Penalty: 903.761353
	Iteration 54Q: 3 clusters Score -1327058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1327059.125000 Penalty: 903.761353
	Iteration 55Q: 3 clusters Score -1327059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1327058.375000 Penalty: 903.761353
	Iteration 56Q: 3 clusters Score -1327058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1327059.125000 Penalty: 903.761353
	Iteration 57Q: 3 clusters Score -1327059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1327061.125000 Penalty: 903.761353
	Iteration 58Q: 3 clusters Score -1327061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1327064.375000 Penalty: 903.761353
	Iteration 59Q: 3 clusters Score -1327064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1327066.125000 Penalty: 903.761353
	Iteration 60F: 3 clusters Score -1327066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1327066.625000 Penalty: 903.761353
	Iteration 61Q: 3 clusters Score -1327067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1327067.750000 Penalty: 903.761353
	Iteration 62Q: 3 clusters Score -1327068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1327070.125000 Penalty: 903.761353
	Iteration 63Q: 3 clusters Score -1327070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1327071.375000 Penalty: 903.761353
	Iteration 64Q: 3 clusters Score -1327071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1327071.750000 Penalty: 903.761353
	Iteration 65Q: 3 clusters Score -1327072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1327072.875000 Penalty: 903.761353
	Iteration 66Q: 3 clusters Score -1327073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1327074.750000 Penalty: 903.761353
	Iteration 67Q: 3 clusters Score -1327075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1327072.875000 Penalty: 903.761353
	Iteration 68Q: 3 clusters Score -1327073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1327075.625000 Penalty: 903.761353
	Iteration 69Q: 3 clusters Score -1327076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1327074.375000 Penalty: 903.761353
	Iteration 70Q: 3 clusters Score -1327074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1327076.250000 Penalty: 903.761353
	Iteration 71Q: 3 clusters Score -1327076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1327074.875000 Penalty: 903.761353
	Iteration 72Q: 3 clusters Score -1327075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1327074.125000 Penalty: 903.761353
	Iteration 73Q: 3 clusters Score -1327074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1327076.625000 Penalty: 903.761353
	Iteration 74Q: 3 clusters Score -1327077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1327075.375000 Penalty: 903.761353
	Iteration 75Q: 3 clusters Score -1327075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1327076.250000 Penalty: 903.761353
	Iteration 76Q: 3 clusters Score -1327076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1327075.250000 Penalty: 903.761353
	Iteration 77Q: 3 clusters Score -1327075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1327075.000000 Penalty: 903.761353
	Iteration 78Q: 3 clusters Score -1327075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1327075.000000 Penalty: 903.761353
	Iteration 79F: 3 clusters Score -1327075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Entering Unmasked Estep 
Score: -1465442.750000 Penalty: 459.072754
	Iteration 0F: 2 clusters Score -1465443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1449431.000000 Penalty: 918.145508
	Iteration 0F: 3 clusters Score -1449431 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1457326.250000 Penalty: 918.145508
	Iteration 1F: 3 clusters Score -1457326 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1458655.375000 Penalty: 918.145508
	Iteration 2F: 3 clusters Score -1458655 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1460387.875000 Penalty: 918.145508
	Iteration 3F: 3 clusters Score -1460388 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1461765.375000 Penalty: 918.145508
	Iteration 4F: 3 clusters Score -1461765 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1462460.750000 Penalty: 918.145508
	Iteration 5Q: 3 clusters Score -1462461 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1462805.750000 Penalty: 918.145508
	Iteration 6Q: 3 clusters Score -1462806 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1463013.500000 Penalty: 918.145508
	Iteration 7Q: 3 clusters Score -1463014 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1463185.625000 Penalty: 918.145508
	Iteration 8Q: 3 clusters Score -1463186 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1463377.250000 Penalty: 918.145508
	Iteration 9Q: 3 clusters Score -1463377 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1463610.500000 Penalty: 918.145508
	Iteration 10Q: 3 clusters Score -1463610 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1463886.000000 Penalty: 918.145508
	Iteration 11Q: 3 clusters Score -1463886 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1464212.250000 Penalty: 918.145508
	Iteration 12Q: 3 clusters Score -1464212 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1464549.125000 Penalty: 918.145508
	Iteration 13Q: 3 clusters Score -1464549 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1464793.375000 Penalty: 918.145508
	Iteration 14Q: 3 clusters Score -1464793 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1464947.875000 Penalty: 918.145508
	Iteration 15Q: 3 clusters Score -1464948 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1465046.375000 Penalty: 918.145508
	Iteration 16Q: 3 clusters Score -1465046 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1465112.000000 Penalty: 918.145508
	Iteration 17Q: 3 clusters Score -1465112 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1465158.125000 Penalty: 918.145508
	Iteration 18Q: 3 clusters Score -1465158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1465201.750000 Penalty: 918.145508
	Iteration 19Q: 3 clusters Score -1465202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1465239.250000 Penalty: 918.145508
	Iteration 20F: 3 clusters Score -1465239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1465265.375000 Penalty: 918.145508
	Iteration 21Q: 3 clusters Score -1465265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1465272.625000 Penalty: 918.145508
	Iteration 22Q: 3 clusters Score -1465273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1465282.625000 Penalty: 918.145508
	Iteration 23Q: 3 clusters Score -1465283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1465291.375000 Penalty: 918.145508
	Iteration 24Q: 3 clusters Score -1465291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1465304.000000 Penalty: 918.145508
	Iteration 25Q: 3 clusters Score -1465304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1465317.625000 Penalty: 918.145508
	Iteration 26Q: 3 clusters Score -1465318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1465329.000000 Penalty: 918.145508
	Iteration 27Q: 3 clusters Score -1465329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1465333.750000 Penalty: 918.145508
	Iteration 28Q: 3 clusters Score -1465334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1465340.500000 Penalty: 918.145508
	Iteration 29Q: 3 clusters Score -1465340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1465344.500000 Penalty: 918.145508
	Iteration 30Q: 3 clusters Score -1465344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1465346.500000 Penalty: 918.145508
	Iteration 31Q: 3 clusters Score -1465346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1465352.750000 Penalty: 918.145508
	Iteration 32Q: 3 clusters Score -1465353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1465352.625000 Penalty: 918.145508
	Iteration 33Q: 3 clusters Score -1465353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1465351.250000 Penalty: 918.145508
	Iteration 34Q: 3 clusters Score -1465351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1465351.875000 Penalty: 918.145508
	Iteration 35Q: 3 clusters Score -1465352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1465356.500000 Penalty: 918.145508
	Iteration 36Q: 3 clusters Score -1465356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1465355.625000 Penalty: 918.145508
	Iteration 37Q: 3 clusters Score -1465356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1465359.500000 Penalty: 918.145508
	Iteration 38Q: 3 clusters Score -1465360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1465364.750000 Penalty: 918.145508
	Iteration 39Q: 3 clusters Score -1465365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1465367.500000 Penalty: 918.145508
	Iteration 40F: 3 clusters Score -1465368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1465365.125000 Penalty: 918.145508
	Iteration 41Q: 3 clusters Score -1465365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1465370.375000 Penalty: 918.145508
	Iteration 42Q: 3 clusters Score -1465370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1465372.500000 Penalty: 918.145508
	Iteration 43Q: 3 clusters Score -1465372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1465374.625000 Penalty: 918.145508
	Iteration 44Q: 3 clusters Score -1465375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1465372.500000 Penalty: 918.145508
	Iteration 45Q: 3 clusters Score -1465372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1465374.875000 Penalty: 918.145508
	Iteration 46Q: 3 clusters Score -1465375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1465374.875000 Penalty: 918.145508
	Iteration 47Q: 3 clusters Score -1465375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1465376.125000 Penalty: 918.145508
	Iteration 48Q: 3 clusters Score -1465376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1465376.875000 Penalty: 918.145508
	Iteration 49Q: 3 clusters Score -1465377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1465376.375000 Penalty: 918.145508
	Iteration 50Q: 3 clusters Score -1465376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1465375.125000 Penalty: 918.145508
	Iteration 51Q: 3 clusters Score -1465375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1465375.750000 Penalty: 918.145508
	Iteration 52Q: 3 clusters Score -1465376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1465375.000000 Penalty: 918.145508
	Iteration 53Q: 3 clusters Score -1465375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1465373.000000 Penalty: 918.145508
	Iteration 54Q: 3 clusters Score -1465373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1465374.625000 Penalty: 918.145508
	Iteration 55Q: 3 clusters Score -1465375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1465374.250000 Penalty: 918.145508
	Iteration 56Q: 3 clusters Score -1465374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1465373.125000 Penalty: 918.145508
	Iteration 57Q: 3 clusters Score -1465373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1465373.500000 Penalty: 918.145508
	Iteration 58Q: 3 clusters Score -1465374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1465374.000000 Penalty: 918.145508
	Iteration 59Q: 3 clusters Score -1465374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1465376.000000 Penalty: 918.145508
	Iteration 60F: 3 clusters Score -1465376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1465376.500000 Penalty: 918.145508
	Iteration 61Q: 3 clusters Score -1465376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1465376.625000 Penalty: 918.145508
	Iteration 62Q: 3 clusters Score -1465377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1465375.000000 Penalty: 918.145508
	Iteration 63Q: 3 clusters Score -1465375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1465376.375000 Penalty: 918.145508
	Iteration 64Q: 3 clusters Score -1465376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1465377.875000 Penalty: 918.145508
	Iteration 65Q: 3 clusters Score -1465378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1465377.250000 Penalty: 918.145508
	Iteration 66Q: 3 clusters Score -1465377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1465377.625000 Penalty: 918.145508
	Iteration 67Q: 3 clusters Score -1465378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1465379.250000 Penalty: 918.145508
	Iteration 68Q: 3 clusters Score -1465379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1465380.375000 Penalty: 918.145508
	Iteration 69Q: 3 clusters Score -1465380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1465384.125000 Penalty: 918.145508
	Iteration 70Q: 3 clusters Score -1465384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1465381.750000 Penalty: 918.145508
	Iteration 71Q: 3 clusters Score -1465382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1465382.250000 Penalty: 918.145508
	Iteration 72Q: 3 clusters Score -1465382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1465380.375000 Penalty: 918.145508
	Iteration 73Q: 3 clusters Score -1465380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1465380.625000 Penalty: 918.145508
	Iteration 74Q: 3 clusters Score -1465381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1465378.625000 Penalty: 918.145508
	Iteration 75Q: 3 clusters Score -1465379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1465378.500000 Penalty: 918.145508
	Iteration 76Q: 3 clusters Score -1465378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1465378.500000 Penalty: 918.145508
	Iteration 77F: 3 clusters Score -1465378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -37064.386719 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -37064.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36456.746094 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -36456.75 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36769.316406 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -36769.32 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36956.261719 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -36956.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37044.382812 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -37044.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37079.250000 Penalty: 602.426697
	Iteration 4Q: 3 clusters Score -37079.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37097.468750 Penalty: 602.426697
	Iteration 5Q: 3 clusters Score -37097.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37108.164062 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -37108.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37122.593750 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -37122.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37124.800781 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -37124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37125.035156 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -37125.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37125.035156 Penalty: 602.426697
	Iteration 10F: 3 clusters Score -37125.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 24089 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 27776 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 85973 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 5121 members 
Mstep: Class 11 contains 25621 members 
Mstep: Class 12 contains 40460 members 
Mstep: Class 13 contains 41079 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 6008 members 
Mstep: Class 16 contains 26877 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 4961 members 
Mstep: Class 21 contains 76435 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 9153 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 79385 members 
Mstep: Class 28 contains 88995 members 
Mstep: Class 29 contains 43691 members 
Mstep: Class 30 contains 45046 members 
Mstep: Class 31 contains 19554 members 
Mstep: Class 32 contains 121 members 
Entering Unmasked Estep 
Score: -42239600.000000 Penalty: 19589.250000
Splitting cluster 3 changes total score from -42239780.000000 to -42239600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -151001.265625 Penalty: 355.518402
	Iteration 0F: 2 clusters Score -151001.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -149235.843750 Penalty: 711.036804
	Iteration 0F: 3 clusters Score -149235.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -149810.062500 Penalty: 711.036804
	Iteration 1F: 3 clusters Score -149810.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -149896.265625 Penalty: 711.036804
	Iteration 2F: 3 clusters Score -149896.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -150009.062500 Penalty: 711.036804
	Iteration 3F: 3 clusters Score -150009.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -150140.890625 Penalty: 711.036804
	Iteration 4F: 3 clusters Score -150140.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -150289.546875 Penalty: 711.036804
	Iteration 5F: 3 clusters Score -150289.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -150442.546875 Penalty: 711.036804
	Iteration 6F: 3 clusters Score -150442.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -150576.250000 Penalty: 711.036804
	Iteration 7Q: 3 clusters Score -150576.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -150673.390625 Penalty: 711.036804
	Iteration 8Q: 3 clusters Score -150673.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -150716.968750 Penalty: 711.036804
	Iteration 9Q: 3 clusters Score -150717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -150741.312500 Penalty: 711.036804
	Iteration 10Q: 3 clusters Score -150741.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -150747.390625 Penalty: 711.036804
	Iteration 11Q: 3 clusters Score -150747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -150750.156250 Penalty: 711.036804
	Iteration 12Q: 3 clusters Score -150750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -150753.343750 Penalty: 711.036804
	Iteration 13Q: 3 clusters Score -150753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -150755.718750 Penalty: 711.036804
	Iteration 14Q: 3 clusters Score -150755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -150756.921875 Penalty: 711.036804
	Iteration 15Q: 3 clusters Score -150756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -150758.531250 Penalty: 711.036804
	Iteration 16Q: 3 clusters Score -150758.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -150758.531250 Penalty: 711.036804
	Iteration 17F: 3 clusters Score -150758.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Entering Unmasked Estep 
Score: -1672375.250000 Penalty: 465.552704
	Iteration 0F: 2 clusters Score -1672375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1653678.250000 Penalty: 931.105408
	Iteration 0F: 3 clusters Score -1653678 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1661293.125000 Penalty: 931.105408
	Iteration 1F: 3 clusters Score -1661293 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1661611.625000 Penalty: 931.105408
	Iteration 2Q: 3 clusters Score -1661612 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1661999.250000 Penalty: 931.105408
	Iteration 3Q: 3 clusters Score -1661999 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1662425.125000 Penalty: 931.105408
	Iteration 4Q: 3 clusters Score -1662425 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1662928.000000 Penalty: 931.105408
	Iteration 5Q: 3 clusters Score -1662928 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1663590.750000 Penalty: 931.105408
	Iteration 6F: 3 clusters Score -1663591 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1664521.750000 Penalty: 931.105408
	Iteration 7F: 3 clusters Score -1664522 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1665791.625000 Penalty: 931.105408
	Iteration 8F: 3 clusters Score -1665792 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1667248.750000 Penalty: 931.105408
	Iteration 9F: 3 clusters Score -1667249 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1668529.625000 Penalty: 931.105408
	Iteration 10F: 3 clusters Score -1668530 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1669543.250000 Penalty: 931.105408
	Iteration 11Q: 3 clusters Score -1669543 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1670244.000000 Penalty: 931.105408
	Iteration 12Q: 3 clusters Score -1670244 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1670751.000000 Penalty: 931.105408
	Iteration 13Q: 3 clusters Score -1670751 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1671103.875000 Penalty: 931.105408
	Iteration 14Q: 3 clusters Score -1671104 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1671396.000000 Penalty: 931.105408
	Iteration 15Q: 3 clusters Score -1671396 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1671612.750000 Penalty: 931.105408
	Iteration 16Q: 3 clusters Score -1671613 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1671732.000000 Penalty: 931.105408
	Iteration 17Q: 3 clusters Score -1671732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1671822.000000 Penalty: 931.105408
	Iteration 18Q: 3 clusters Score -1671822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1671896.875000 Penalty: 931.105408
	Iteration 19Q: 3 clusters Score -1671897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1671921.125000 Penalty: 931.105408
	Iteration 20F: 3 clusters Score -1671921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1671927.750000 Penalty: 931.105408
	Iteration 21Q: 3 clusters Score -1671928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1671932.000000 Penalty: 931.105408
	Iteration 22Q: 3 clusters Score -1671932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1671939.625000 Penalty: 931.105408
	Iteration 23Q: 3 clusters Score -1671940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1671952.125000 Penalty: 931.105408
	Iteration 24Q: 3 clusters Score -1671952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1671958.875000 Penalty: 931.105408
	Iteration 25Q: 3 clusters Score -1671959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1671963.375000 Penalty: 931.105408
	Iteration 26Q: 3 clusters Score -1671963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1671964.750000 Penalty: 931.105408
	Iteration 27Q: 3 clusters Score -1671965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1671965.375000 Penalty: 931.105408
	Iteration 28Q: 3 clusters Score -1671965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1671965.375000 Penalty: 931.105408
	Iteration 29F: 3 clusters Score -1671965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -79346.390625 Penalty: 325.142303
	Iteration 0F: 2 clusters Score -79346.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -78360.234375 Penalty: 650.284607
	Iteration 0F: 3 clusters Score -78360.23 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -78645.062500 Penalty: 650.284607
	Iteration 1F: 3 clusters Score -78645.06 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -78702.406250 Penalty: 650.284607
	Iteration 2F: 3 clusters Score -78702.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -78749.265625 Penalty: 650.284607
	Iteration 3F: 3 clusters Score -78749.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -78789.437500 Penalty: 650.284607
	Iteration 4Q: 3 clusters Score -78789.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78836.210938 Penalty: 650.284607
	Iteration 5F: 3 clusters Score -78836.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -78881.460938 Penalty: 650.284607
	Iteration 6F: 3 clusters Score -78881.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -78934.031250 Penalty: 650.284607
	Iteration 7F: 3 clusters Score -78934.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -78989.062500 Penalty: 650.284607
	Iteration 8Q: 3 clusters Score -78989.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -79019.617188 Penalty: 650.284607
	Iteration 9Q: 3 clusters Score -79019.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -79038.312500 Penalty: 650.284607
	Iteration 10Q: 3 clusters Score -79038.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -79053.320312 Penalty: 650.284607
	Iteration 11Q: 3 clusters Score -79053.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -79060.179688 Penalty: 650.284607
	Iteration 12Q: 3 clusters Score -79060.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -79065.156250 Penalty: 650.284607
	Iteration 13Q: 3 clusters Score -79065.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -79067.421875 Penalty: 650.284607
	Iteration 14Q: 3 clusters Score -79067.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -79068.804688 Penalty: 650.284607
	Iteration 15Q: 3 clusters Score -79068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -79070.031250 Penalty: 650.284607
	Iteration 16Q: 3 clusters Score -79070.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -79072.382812 Penalty: 650.284607
	Iteration 17Q: 3 clusters Score -79072.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -79076.718750 Penalty: 650.284607
	Iteration 18Q: 3 clusters Score -79076.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -79079.898438 Penalty: 650.284607
	Iteration 19Q: 3 clusters Score -79079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -79080.664062 Penalty: 650.284607
	Iteration 20F: 3 clusters Score -79080.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -79081.046875 Penalty: 650.284607
	Iteration 21Q: 3 clusters Score -79081.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -79081.710938 Penalty: 650.284607
	Iteration 22Q: 3 clusters Score -79081.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -79082.148438 Penalty: 650.284607
	Iteration 23Q: 3 clusters Score -79082.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -79082.609375 Penalty: 650.284607
	Iteration 24Q: 3 clusters Score -79082.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -79082.609375 Penalty: 650.284607
	Iteration 25F: 3 clusters Score -79082.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Entering Unmasked Estep 
Score: -5341494.500000 Penalty: 516.961365
	Iteration 0F: 2 clusters Score -5341494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5284754.000000 Penalty: 1033.922729
	Iteration 0F: 3 clusters Score -5284754 nChanged 41757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5309774.500000 Penalty: 1033.922729
	Iteration 1F: 3 clusters Score -5309774 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5310769.000000 Penalty: 1033.922729
	Iteration 2Q: 3 clusters Score -5310769 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5312136.500000 Penalty: 1033.922729
	Iteration 3Q: 3 clusters Score -5312136 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5314269.500000 Penalty: 1033.922729
	Iteration 4Q: 3 clusters Score -5314270 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5317173.000000 Penalty: 1033.922729
	Iteration 5F: 3 clusters Score -5317173 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -5321028.000000 Penalty: 1033.922729
	Iteration 6F: 3 clusters Score -5321028 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -5324593.000000 Penalty: 1033.922729
	Iteration 7F: 3 clusters Score -5324593 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -5326829.500000 Penalty: 1033.922729
	Iteration 8F: 3 clusters Score -5326830 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -5327869.500000 Penalty: 1033.922729
	Iteration 9Q: 3 clusters Score -5327870 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -5328528.500000 Penalty: 1033.922729
	Iteration 10Q: 3 clusters Score -5328528 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -5329090.000000 Penalty: 1033.922729
	Iteration 11Q: 3 clusters Score -5329090 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -5329592.500000 Penalty: 1033.922729
	Iteration 12Q: 3 clusters Score -5329592 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -5330053.500000 Penalty: 1033.922729
	Iteration 13Q: 3 clusters Score -5330054 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -5330633.000000 Penalty: 1033.922729
	Iteration 14Q: 3 clusters Score -5330633 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -5331274.000000 Penalty: 1033.922729
	Iteration 15Q: 3 clusters Score -5331274 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -5331895.500000 Penalty: 1033.922729
	Iteration 16Q: 3 clusters Score -5331896 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -5332538.500000 Penalty: 1033.922729
	Iteration 17Q: 3 clusters Score -5332538 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -5333267.000000 Penalty: 1033.922729
	Iteration 18Q: 3 clusters Score -5333267 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -5334050.500000 Penalty: 1033.922729
	Iteration 19Q: 3 clusters Score -5334050 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -5334869.000000 Penalty: 1033.922729
	Iteration 20F: 3 clusters Score -5334869 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -5335638.000000 Penalty: 1033.922729
	Iteration 21Q: 3 clusters Score -5335638 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -5336310.000000 Penalty: 1033.922729
	Iteration 22Q: 3 clusters Score -5336310 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -5337120.500000 Penalty: 1033.922729
	Iteration 23Q: 3 clusters Score -5337120 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -5337849.000000 Penalty: 1033.922729
	Iteration 24Q: 3 clusters Score -5337849 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -5338596.000000 Penalty: 1033.922729
	Iteration 25Q: 3 clusters Score -5338596 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -5339210.000000 Penalty: 1033.922729
	Iteration 26Q: 3 clusters Score -5339210 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -5339689.000000 Penalty: 1033.922729
	Iteration 27Q: 3 clusters Score -5339689 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -5340055.000000 Penalty: 1033.922729
	Iteration 28Q: 3 clusters Score -5340055 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -5340349.500000 Penalty: 1033.922729
	Iteration 29Q: 3 clusters Score -5340350 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -5340529.000000 Penalty: 1033.922729
	Iteration 30Q: 3 clusters Score -5340529 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -5340664.000000 Penalty: 1033.922729
	Iteration 31Q: 3 clusters Score -5340664 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -5340779.000000 Penalty: 1033.922729
	Iteration 32Q: 3 clusters Score -5340779 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -5340823.500000 Penalty: 1033.922729
	Iteration 33Q: 3 clusters Score -5340824 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -5340876.500000 Penalty: 1033.922729
	Iteration 34Q: 3 clusters Score -5340876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -5340911.000000 Penalty: 1033.922729
	Iteration 35Q: 3 clusters Score -5340911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -5340940.500000 Penalty: 1033.922729
	Iteration 36Q: 3 clusters Score -5340940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -5340967.000000 Penalty: 1033.922729
	Iteration 37Q: 3 clusters Score -5340967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -5340996.000000 Penalty: 1033.922729
	Iteration 38Q: 3 clusters Score -5340996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -5341001.000000 Penalty: 1033.922729
	Iteration 39Q: 3 clusters Score -5341001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -5341009.500000 Penalty: 1033.922729
	Iteration 40F: 3 clusters Score -5341010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -5341019.500000 Penalty: 1033.922729
	Iteration 41Q: 3 clusters Score -5341020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -5341023.500000 Penalty: 1033.922729
	Iteration 42Q: 3 clusters Score -5341024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -5341023.000000 Penalty: 1033.922729
	Iteration 43Q: 3 clusters Score -5341023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -5341035.500000 Penalty: 1033.922729
	Iteration 44Q: 3 clusters Score -5341036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -5341023.000000 Penalty: 1033.922729
	Iteration 45Q: 3 clusters Score -5341023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -5341028.500000 Penalty: 1033.922729
	Iteration 46Q: 3 clusters Score -5341028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -5341028.500000 Penalty: 1033.922729
	Iteration 47Q: 3 clusters Score -5341028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -5341029.000000 Penalty: 1033.922729
	Iteration 48Q: 3 clusters Score -5341029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -5341029.000000 Penalty: 1033.922729
	Iteration 49F: 3 clusters Score -5341029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -107087.906250 Penalty: 342.928833
	Iteration 0F: 2 clusters Score -107087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -105734.414062 Penalty: 685.857666
	Iteration 0F: 3 clusters Score -105734.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -106176.429688 Penalty: 685.857666
	Iteration 1F: 3 clusters Score -106176.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -106242.421875 Penalty: 685.857666
	Iteration 2F: 3 clusters Score -106242.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -106290.093750 Penalty: 685.857666
	Iteration 3Q: 3 clusters Score -106290.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -106329.773438 Penalty: 685.857666
	Iteration 4Q: 3 clusters Score -106329.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106363.992188 Penalty: 685.857666
	Iteration 5Q: 3 clusters Score -106364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -106387.078125 Penalty: 685.857666
	Iteration 6Q: 3 clusters Score -106387.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -106428.664062 Penalty: 685.857666
	Iteration 7Q: 3 clusters Score -106428.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106470.687500 Penalty: 685.857666
	Iteration 8Q: 3 clusters Score -106470.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -106500.789062 Penalty: 685.857666
	Iteration 9Q: 3 clusters Score -106500.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -106525.515625 Penalty: 685.857666
	Iteration 10Q: 3 clusters Score -106525.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -106559.289062 Penalty: 685.857666
	Iteration 11Q: 3 clusters Score -106559.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106587.851562 Penalty: 685.857666
	Iteration 12Q: 3 clusters Score -106587.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106607.523438 Penalty: 685.857666
	Iteration 13Q: 3 clusters Score -106607.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106625.695312 Penalty: 685.857666
	Iteration 14Q: 3 clusters Score -106625.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106640.203125 Penalty: 685.857666
	Iteration 15Q: 3 clusters Score -106640.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106645.250000 Penalty: 685.857666
	Iteration 16Q: 3 clusters Score -106645.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106648.242188 Penalty: 685.857666
	Iteration 17Q: 3 clusters Score -106648.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106652.632812 Penalty: 685.857666
	Iteration 18Q: 3 clusters Score -106652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106655.500000 Penalty: 685.857666
	Iteration 19Q: 3 clusters Score -106655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106658.593750 Penalty: 685.857666
	Iteration 20F: 3 clusters Score -106658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106662.242188 Penalty: 685.857666
	Iteration 21Q: 3 clusters Score -106662.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106667.437500 Penalty: 685.857666
	Iteration 22Q: 3 clusters Score -106667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -106671.890625 Penalty: 685.857666
	Iteration 23Q: 3 clusters Score -106671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106677.773438 Penalty: 685.857666
	Iteration 24Q: 3 clusters Score -106677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -106680.898438 Penalty: 685.857666
	Iteration 25Q: 3 clusters Score -106680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -106684.210938 Penalty: 685.857666
	Iteration 26Q: 3 clusters Score -106684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106686.335938 Penalty: 685.857666
	Iteration 27Q: 3 clusters Score -106686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -106687.281250 Penalty: 685.857666
	Iteration 28Q: 3 clusters Score -106687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106687.601562 Penalty: 685.857666
	Iteration 29Q: 3 clusters Score -106687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -106687.890625 Penalty: 685.857666
	Iteration 30Q: 3 clusters Score -106687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106688.429688 Penalty: 685.857666
	Iteration 31Q: 3 clusters Score -106688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106689.656250 Penalty: 685.857666
	Iteration 32Q: 3 clusters Score -106689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -106690.914062 Penalty: 685.857666
	Iteration 33Q: 3 clusters Score -106690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106691.296875 Penalty: 685.857666
	Iteration 34Q: 3 clusters Score -106691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106691.296875 Penalty: 685.857666
	Iteration 35F: 3 clusters Score -106691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -144808.062500 Penalty: 357.339020
	Iteration 0F: 2 clusters Score -144808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -142953.796875 Penalty: 714.678040
	Iteration 0F: 3 clusters Score -142953.8 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -143594.468750 Penalty: 714.678040
	Iteration 1F: 3 clusters Score -143594.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -143708.906250 Penalty: 714.678040
	Iteration 2F: 3 clusters Score -143708.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -143810.656250 Penalty: 714.678040
	Iteration 3F: 3 clusters Score -143810.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -143912.671875 Penalty: 714.678040
	Iteration 4F: 3 clusters Score -143912.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -143999.703125 Penalty: 714.678040
	Iteration 5F: 3 clusters Score -143999.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -144078.140625 Penalty: 714.678040
	Iteration 6Q: 3 clusters Score -144078.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -144139.875000 Penalty: 714.678040
	Iteration 7Q: 3 clusters Score -144139.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -144195.187500 Penalty: 714.678040
	Iteration 8Q: 3 clusters Score -144195.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -144239.750000 Penalty: 714.678040
	Iteration 9Q: 3 clusters Score -144239.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -144270.234375 Penalty: 714.678040
	Iteration 10Q: 3 clusters Score -144270.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -144291.562500 Penalty: 714.678040
	Iteration 11Q: 3 clusters Score -144291.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -144311.109375 Penalty: 714.678040
	Iteration 12Q: 3 clusters Score -144311.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -144326.765625 Penalty: 714.678040
	Iteration 13Q: 3 clusters Score -144326.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -144339.750000 Penalty: 714.678040
	Iteration 14Q: 3 clusters Score -144339.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -144353.921875 Penalty: 714.678040
	Iteration 15Q: 3 clusters Score -144353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -144372.015625 Penalty: 714.678040
	Iteration 16Q: 3 clusters Score -144372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -144389.968750 Penalty: 714.678040
	Iteration 17Q: 3 clusters Score -144390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -144405.250000 Penalty: 714.678040
	Iteration 18Q: 3 clusters Score -144405.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -144412.515625 Penalty: 714.678040
	Iteration 19Q: 3 clusters Score -144412.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -144418.796875 Penalty: 714.678040
	Iteration 20F: 3 clusters Score -144418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -144424.859375 Penalty: 714.678040
	Iteration 21Q: 3 clusters Score -144424.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -144431.625000 Penalty: 714.678040
	Iteration 22Q: 3 clusters Score -144431.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -144437.562500 Penalty: 714.678040
	Iteration 23Q: 3 clusters Score -144437.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -144444.312500 Penalty: 714.678040
	Iteration 24Q: 3 clusters Score -144444.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144451.000000 Penalty: 714.678040
	Iteration 25Q: 3 clusters Score -144451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144458.968750 Penalty: 714.678040
	Iteration 26Q: 3 clusters Score -144459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -144467.031250 Penalty: 714.678040
	Iteration 27Q: 3 clusters Score -144467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144473.640625 Penalty: 714.678040
	Iteration 28Q: 3 clusters Score -144473.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144480.968750 Penalty: 714.678040
	Iteration 29Q: 3 clusters Score -144481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -144488.000000 Penalty: 714.678040
	Iteration 30Q: 3 clusters Score -144488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144494.890625 Penalty: 714.678040
	Iteration 31Q: 3 clusters Score -144494.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -144500.765625 Penalty: 714.678040
	Iteration 32Q: 3 clusters Score -144500.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -144504.750000 Penalty: 714.678040
	Iteration 33Q: 3 clusters Score -144504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -144508.968750 Penalty: 714.678040
	Iteration 34Q: 3 clusters Score -144509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -144512.890625 Penalty: 714.678040
	Iteration 35Q: 3 clusters Score -144512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144515.484375 Penalty: 714.678040
	Iteration 36Q: 3 clusters Score -144515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144516.640625 Penalty: 714.678040
	Iteration 37Q: 3 clusters Score -144516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -144517.312500 Penalty: 714.678040
	Iteration 38Q: 3 clusters Score -144517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144518.093750 Penalty: 714.678040
	Iteration 39Q: 3 clusters Score -144518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -144518.609375 Penalty: 714.678040
	Iteration 40F: 3 clusters Score -144518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -144521.093750 Penalty: 714.678040
	Iteration 41Q: 3 clusters Score -144521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -144523.828125 Penalty: 714.678040
	Iteration 42Q: 3 clusters Score -144523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144525.609375 Penalty: 714.678040
	Iteration 43Q: 3 clusters Score -144525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -144530.046875 Penalty: 714.678040
	Iteration 44Q: 3 clusters Score -144530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144533.171875 Penalty: 714.678040
	Iteration 45Q: 3 clusters Score -144533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -144536.031250 Penalty: 714.678040
	Iteration 46Q: 3 clusters Score -144536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -144541.125000 Penalty: 714.678040
	Iteration 47Q: 3 clusters Score -144541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -144545.093750 Penalty: 714.678040
	Iteration 48Q: 3 clusters Score -144545.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144550.656250 Penalty: 714.678040
	Iteration 49Q: 3 clusters Score -144550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144552.375000 Penalty: 714.678040
	Iteration 50Q: 3 clusters Score -144552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144554.718750 Penalty: 714.678040
	Iteration 51Q: 3 clusters Score -144554.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144558.109375 Penalty: 714.678040
	Iteration 52Q: 3 clusters Score -144558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -144562.203125 Penalty: 714.678040
	Iteration 53Q: 3 clusters Score -144562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144564.781250 Penalty: 714.678040
	Iteration 54Q: 3 clusters Score -144564.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144567.468750 Penalty: 714.678040
	Iteration 55Q: 3 clusters Score -144567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -144569.171875 Penalty: 714.678040
	Iteration 56Q: 3 clusters Score -144569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144571.234375 Penalty: 714.678040
	Iteration 57Q: 3 clusters Score -144571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -144572.109375 Penalty: 714.678040
	Iteration 58Q: 3 clusters Score -144572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144573.187500 Penalty: 714.678040
	Iteration 59Q: 3 clusters Score -144573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -144573.359375 Penalty: 714.678040
	Iteration 60F: 3 clusters Score -144573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -303574.062500 Penalty: 388.620300
	Iteration 0F: 2 clusters Score -303574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -300126.125000 Penalty: 777.240601
	Iteration 0F: 3 clusters Score -300126.1 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -301541.281250 Penalty: 777.240601
	Iteration 1F: 3 clusters Score -301541.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -301729.343750 Penalty: 777.240601
	Iteration 2F: 3 clusters Score -301729.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -301908.656250 Penalty: 777.240601
	Iteration 3F: 3 clusters Score -301908.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -302122.562500 Penalty: 777.240601
	Iteration 4F: 3 clusters Score -302122.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -302335.187500 Penalty: 777.240601
	Iteration 5F: 3 clusters Score -302335.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -302481.468750 Penalty: 777.240601
	Iteration 6Q: 3 clusters Score -302481.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -302566.343750 Penalty: 777.240601
	Iteration 7Q: 3 clusters Score -302566.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -302609.343750 Penalty: 777.240601
	Iteration 8Q: 3 clusters Score -302609.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -302634.250000 Penalty: 777.240601
	Iteration 9Q: 3 clusters Score -302634.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -302659.625000 Penalty: 777.240601
	Iteration 10Q: 3 clusters Score -302659.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -302687.375000 Penalty: 777.240601
	Iteration 11Q: 3 clusters Score -302687.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -302713.187500 Penalty: 777.240601
	Iteration 12Q: 3 clusters Score -302713.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -302743.781250 Penalty: 777.240601
	Iteration 13Q: 3 clusters Score -302743.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -302784.468750 Penalty: 777.240601
	Iteration 14Q: 3 clusters Score -302784.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -302823.156250 Penalty: 777.240601
	Iteration 15Q: 3 clusters Score -302823.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -302867.687500 Penalty: 777.240601
	Iteration 16Q: 3 clusters Score -302867.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -302904.281250 Penalty: 777.240601
	Iteration 17Q: 3 clusters Score -302904.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -302932.687500 Penalty: 777.240601
	Iteration 18Q: 3 clusters Score -302932.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -302961.531250 Penalty: 777.240601
	Iteration 19Q: 3 clusters Score -302961.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -302990.437500 Penalty: 777.240601
	Iteration 20F: 3 clusters Score -302990.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -303023.687500 Penalty: 777.240601
	Iteration 21Q: 3 clusters Score -303023.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -303053.968750 Penalty: 777.240601
	Iteration 22Q: 3 clusters Score -303054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -303069.781250 Penalty: 777.240601
	Iteration 23Q: 3 clusters Score -303069.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -303084.562500 Penalty: 777.240601
	Iteration 24Q: 3 clusters Score -303084.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -303091.500000 Penalty: 777.240601
	Iteration 25Q: 3 clusters Score -303091.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -303096.531250 Penalty: 777.240601
	Iteration 26Q: 3 clusters Score -303096.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -303099.937500 Penalty: 777.240601
	Iteration 27Q: 3 clusters Score -303099.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -303103.593750 Penalty: 777.240601
	Iteration 28Q: 3 clusters Score -303103.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -303106.781250 Penalty: 777.240601
	Iteration 29Q: 3 clusters Score -303106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -303112.312500 Penalty: 777.240601
	Iteration 30Q: 3 clusters Score -303112.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -303115.562500 Penalty: 777.240601
	Iteration 31Q: 3 clusters Score -303115.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -303118.875000 Penalty: 777.240601
	Iteration 32Q: 3 clusters Score -303118.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -303122.562500 Penalty: 777.240601
	Iteration 33Q: 3 clusters Score -303122.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -303123.437500 Penalty: 777.240601
	Iteration 34Q: 3 clusters Score -303123.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -303125.812500 Penalty: 777.240601
	Iteration 35Q: 3 clusters Score -303125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -303128.687500 Penalty: 777.240601
	Iteration 36Q: 3 clusters Score -303128.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -303131.187500 Penalty: 777.240601
	Iteration 37Q: 3 clusters Score -303131.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -303136.593750 Penalty: 777.240601
	Iteration 38Q: 3 clusters Score -303136.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -303148.656250 Penalty: 777.240601
	Iteration 39Q: 3 clusters Score -303148.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -303160.531250 Penalty: 777.240601
	Iteration 40F: 3 clusters Score -303160.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -303168.406250 Penalty: 777.240601
	Iteration 41Q: 3 clusters Score -303168.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -303179.593750 Penalty: 777.240601
	Iteration 42Q: 3 clusters Score -303179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -303192.187500 Penalty: 777.240601
	Iteration 43Q: 3 clusters Score -303192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -303203.500000 Penalty: 777.240601
	Iteration 44Q: 3 clusters Score -303203.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -303218.343750 Penalty: 777.240601
	Iteration 45Q: 3 clusters Score -303218.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -303234.656250 Penalty: 777.240601
	Iteration 46Q: 3 clusters Score -303234.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -303248.000000 Penalty: 777.240601
	Iteration 47Q: 3 clusters Score -303248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -303257.593750 Penalty: 777.240601
	Iteration 48Q: 3 clusters Score -303257.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -303264.562500 Penalty: 777.240601
	Iteration 49Q: 3 clusters Score -303264.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -303271.000000 Penalty: 777.240601
	Iteration 50Q: 3 clusters Score -303271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -303278.062500 Penalty: 777.240601
	Iteration 51Q: 3 clusters Score -303278.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -303284.187500 Penalty: 777.240601
	Iteration 52Q: 3 clusters Score -303284.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -303289.375000 Penalty: 777.240601
	Iteration 53Q: 3 clusters Score -303289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -303291.812500 Penalty: 777.240601
	Iteration 54Q: 3 clusters Score -303291.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -303293.562500 Penalty: 777.240601
	Iteration 55Q: 3 clusters Score -303293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -303294.343750 Penalty: 777.240601
	Iteration 56Q: 3 clusters Score -303294.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -303296.156250 Penalty: 777.240601
	Iteration 57Q: 3 clusters Score -303296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -303297.687500 Penalty: 777.240601
	Iteration 58Q: 3 clusters Score -303297.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -303299.093750 Penalty: 777.240601
	Iteration 59Q: 3 clusters Score -303299.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -303300.250000 Penalty: 777.240601
	Iteration 60F: 3 clusters Score -303300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -303302.812500 Penalty: 777.240601
	Iteration 61Q: 3 clusters Score -303302.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -303304.937500 Penalty: 777.240601
	Iteration 62Q: 3 clusters Score -303304.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -303306.906250 Penalty: 777.240601
	Iteration 63Q: 3 clusters Score -303306.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -303307.375000 Penalty: 777.240601
	Iteration 64Q: 3 clusters Score -303307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -303308.500000 Penalty: 777.240601
	Iteration 65Q: 3 clusters Score -303308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -303308.750000 Penalty: 777.240601
	Iteration 66Q: 3 clusters Score -303308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -303309.000000 Penalty: 777.240601
	Iteration 67Q: 3 clusters Score -303309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -303310.125000 Penalty: 777.240601
	Iteration 68Q: 3 clusters Score -303310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -303311.187500 Penalty: 777.240601
	Iteration 69Q: 3 clusters Score -303311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -303311.218750 Penalty: 777.240601
	Iteration 70Q: 3 clusters Score -303311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -303312.281250 Penalty: 777.240601
	Iteration 71Q: 3 clusters Score -303312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -303312.968750 Penalty: 777.240601
	Iteration 72Q: 3 clusters Score -303313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -303313.843750 Penalty: 777.240601
	Iteration 73Q: 3 clusters Score -303313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -303314.687500 Penalty: 777.240601
	Iteration 74Q: 3 clusters Score -303314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -303314.718750 Penalty: 777.240601
	Iteration 75Q: 3 clusters Score -303314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -303315.375000 Penalty: 777.240601
	Iteration 76Q: 3 clusters Score -303315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -303314.906250 Penalty: 777.240601
	Iteration 77Q: 3 clusters Score -303314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -303315.656250 Penalty: 777.240601
	Iteration 78Q: 3 clusters Score -303315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -303315.812500 Penalty: 777.240601
	Iteration 79Q: 3 clusters Score -303315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -303315.812500 Penalty: 777.240601
	Iteration 80F: 3 clusters Score -303315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Entering Unmasked Estep 
Score: -1665353.375000 Penalty: 461.878143
	Iteration 0F: 2 clusters Score -1665353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1648280.250000 Penalty: 923.756287
	Iteration 0F: 3 clusters Score -1648280 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1655328.750000 Penalty: 923.756287
	Iteration 1F: 3 clusters Score -1655329 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1655825.750000 Penalty: 923.756287
	Iteration 2Q: 3 clusters Score -1655826 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1656688.625000 Penalty: 923.756287
	Iteration 3F: 3 clusters Score -1656689 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1658027.875000 Penalty: 923.756287
	Iteration 4F: 3 clusters Score -1658028 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1659718.375000 Penalty: 923.756287
	Iteration 5F: 3 clusters Score -1659718 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1661290.250000 Penalty: 923.756287
	Iteration 6F: 3 clusters Score -1661290 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -1662440.750000 Penalty: 923.756287
	Iteration 7Q: 3 clusters Score -1662441 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -1663231.125000 Penalty: 923.756287
	Iteration 8Q: 3 clusters Score -1663231 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1663800.750000 Penalty: 923.756287
	Iteration 9Q: 3 clusters Score -1663801 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -1664214.500000 Penalty: 923.756287
	Iteration 10Q: 3 clusters Score -1664214 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -1664477.375000 Penalty: 923.756287
	Iteration 11Q: 3 clusters Score -1664477 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -1664649.250000 Penalty: 923.756287
	Iteration 12Q: 3 clusters Score -1664649 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1664794.375000 Penalty: 923.756287
	Iteration 13Q: 3 clusters Score -1664794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1664862.375000 Penalty: 923.756287
	Iteration 14Q: 3 clusters Score -1664862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -1664886.375000 Penalty: 923.756287
	Iteration 15Q: 3 clusters Score -1664886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -1664909.250000 Penalty: 923.756287
	Iteration 16Q: 3 clusters Score -1664909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -1664921.125000 Penalty: 923.756287
	Iteration 17Q: 3 clusters Score -1664921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -1664927.250000 Penalty: 923.756287
	Iteration 18Q: 3 clusters Score -1664927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -1664931.750000 Penalty: 923.756287
	Iteration 19Q: 3 clusters Score -1664932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -1664935.375000 Penalty: 923.756287
	Iteration 20F: 3 clusters Score -1664935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -1664938.250000 Penalty: 923.756287
	Iteration 21Q: 3 clusters Score -1664938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -1664938.125000 Penalty: 923.756287
	Iteration 22Q: 3 clusters Score -1664938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -1664939.500000 Penalty: 923.756287
	Iteration 23Q: 3 clusters Score -1664940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -1664939.500000 Penalty: 923.756287
	Iteration 24F: 3 clusters Score -1664940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Entering Unmasked Estep 
Score: -2666030.500000 Penalty: 482.667145
	Iteration 0F: 2 clusters Score -2666030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2639778.000000 Penalty: 965.334290
	Iteration 0F: 3 clusters Score -2639778 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2651235.750000 Penalty: 965.334290
	Iteration 1F: 3 clusters Score -2651236 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2651595.500000 Penalty: 965.334290
	Iteration 2Q: 3 clusters Score -2651596 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2652069.500000 Penalty: 965.334290
	Iteration 3Q: 3 clusters Score -2652070 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2652829.250000 Penalty: 965.334290
	Iteration 4Q: 3 clusters Score -2652829 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2654075.750000 Penalty: 965.334290
	Iteration 5F: 3 clusters Score -2654076 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2656140.250000 Penalty: 965.334290
	Iteration 6F: 3 clusters Score -2656140 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2659026.250000 Penalty: 965.334290
	Iteration 7F: 3 clusters Score -2659026 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2662059.750000 Penalty: 965.334290
	Iteration 8F: 3 clusters Score -2662060 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2664079.000000 Penalty: 965.334290
	Iteration 9F: 3 clusters Score -2664079 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2664945.000000 Penalty: 965.334290
	Iteration 10Q: 3 clusters Score -2664945 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2665319.250000 Penalty: 965.334290
	Iteration 11Q: 3 clusters Score -2665319 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2665481.750000 Penalty: 965.334290
	Iteration 12Q: 3 clusters Score -2665482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2665567.000000 Penalty: 965.334290
	Iteration 13Q: 3 clusters Score -2665567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2665613.750000 Penalty: 965.334290
	Iteration 14Q: 3 clusters Score -2665614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2665643.750000 Penalty: 965.334290
	Iteration 15Q: 3 clusters Score -2665644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2665657.750000 Penalty: 965.334290
	Iteration 16Q: 3 clusters Score -2665658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2665667.250000 Penalty: 965.334290
	Iteration 17Q: 3 clusters Score -2665667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2665678.500000 Penalty: 965.334290
	Iteration 18Q: 3 clusters Score -2665678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2665685.250000 Penalty: 965.334290
	Iteration 19Q: 3 clusters Score -2665685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2665686.500000 Penalty: 965.334290
	Iteration 20F: 3 clusters Score -2665686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2665691.750000 Penalty: 965.334290
	Iteration 21Q: 3 clusters Score -2665692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2665693.000000 Penalty: 965.334290
	Iteration 22Q: 3 clusters Score -2665693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2665694.750000 Penalty: 965.334290
	Iteration 23Q: 3 clusters Score -2665695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2665694.750000 Penalty: 965.334290
	Iteration 24F: 3 clusters Score -2665695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Entering Unmasked Estep 
Score: -2718967.250000 Penalty: 483.357971
	Iteration 0F: 2 clusters Score -2718967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2692452.750000 Penalty: 966.715942
	Iteration 0F: 3 clusters Score -2692453 nChanged 19895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2704950.000000 Penalty: 966.715942
	Iteration 1F: 3 clusters Score -2704950 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2705796.750000 Penalty: 966.715942
	Iteration 2Q: 3 clusters Score -2705797 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2706769.250000 Penalty: 966.715942
	Iteration 3F: 3 clusters Score -2706769 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2707917.000000 Penalty: 966.715942
	Iteration 4F: 3 clusters Score -2707917 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2709120.000000 Penalty: 966.715942
	Iteration 5F: 3 clusters Score -2709120 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2710353.250000 Penalty: 966.715942
	Iteration 6F: 3 clusters Score -2710353 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2711451.750000 Penalty: 966.715942
	Iteration 7Q: 3 clusters Score -2711452 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2712143.500000 Penalty: 966.715942
	Iteration 8Q: 3 clusters Score -2712144 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2712464.250000 Penalty: 966.715942
	Iteration 9Q: 3 clusters Score -2712464 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2712576.750000 Penalty: 966.715942
	Iteration 10Q: 3 clusters Score -2712577 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2712668.250000 Penalty: 966.715942
	Iteration 11Q: 3 clusters Score -2712668 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2712750.500000 Penalty: 966.715942
	Iteration 12Q: 3 clusters Score -2712750 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2712875.750000 Penalty: 966.715942
	Iteration 13Q: 3 clusters Score -2712876 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2713070.750000 Penalty: 966.715942
	Iteration 14Q: 3 clusters Score -2713071 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2713296.250000 Penalty: 966.715942
	Iteration 15Q: 3 clusters Score -2713296 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2713568.750000 Penalty: 966.715942
	Iteration 16Q: 3 clusters Score -2713569 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2713894.000000 Penalty: 966.715942
	Iteration 17Q: 3 clusters Score -2713894 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2714271.750000 Penalty: 966.715942
	Iteration 18Q: 3 clusters Score -2714272 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2714687.000000 Penalty: 966.715942
	Iteration 19Q: 3 clusters Score -2714687 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2715221.250000 Penalty: 966.715942
	Iteration 20F: 3 clusters Score -2715221 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2715711.250000 Penalty: 966.715942
	Iteration 21Q: 3 clusters Score -2715711 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2716246.500000 Penalty: 966.715942
	Iteration 22Q: 3 clusters Score -2716246 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2716702.750000 Penalty: 966.715942
	Iteration 23Q: 3 clusters Score -2716703 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2717041.500000 Penalty: 966.715942
	Iteration 24Q: 3 clusters Score -2717042 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2717395.250000 Penalty: 966.715942
	Iteration 25Q: 3 clusters Score -2717395 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2717711.250000 Penalty: 966.715942
	Iteration 26Q: 3 clusters Score -2717711 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2717931.750000 Penalty: 966.715942
	Iteration 27Q: 3 clusters Score -2717932 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2718076.000000 Penalty: 966.715942
	Iteration 28Q: 3 clusters Score -2718076 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2718199.750000 Penalty: 966.715942
	Iteration 29Q: 3 clusters Score -2718200 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2718283.750000 Penalty: 966.715942
	Iteration 30Q: 3 clusters Score -2718284 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2718395.500000 Penalty: 966.715942
	Iteration 31Q: 3 clusters Score -2718396 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2718453.500000 Penalty: 966.715942
	Iteration 32Q: 3 clusters Score -2718454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2718489.500000 Penalty: 966.715942
	Iteration 33Q: 3 clusters Score -2718490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2718518.000000 Penalty: 966.715942
	Iteration 34Q: 3 clusters Score -2718518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2718546.000000 Penalty: 966.715942
	Iteration 35Q: 3 clusters Score -2718546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2718559.250000 Penalty: 966.715942
	Iteration 36Q: 3 clusters Score -2718559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2718563.750000 Penalty: 966.715942
	Iteration 37Q: 3 clusters Score -2718564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2718571.250000 Penalty: 966.715942
	Iteration 38Q: 3 clusters Score -2718571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2718573.250000 Penalty: 966.715942
	Iteration 39Q: 3 clusters Score -2718573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2718578.500000 Penalty: 966.715942
	Iteration 40F: 3 clusters Score -2718578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2718584.750000 Penalty: 966.715942
	Iteration 41Q: 3 clusters Score -2718585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2718595.250000 Penalty: 966.715942
	Iteration 42Q: 3 clusters Score -2718595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2718597.750000 Penalty: 966.715942
	Iteration 43Q: 3 clusters Score -2718598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2718605.500000 Penalty: 966.715942
	Iteration 44Q: 3 clusters Score -2718606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2718607.500000 Penalty: 966.715942
	Iteration 45Q: 3 clusters Score -2718608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2718609.000000 Penalty: 966.715942
	Iteration 46Q: 3 clusters Score -2718609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2718608.500000 Penalty: 966.715942
	Iteration 47Q: 3 clusters Score -2718608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2718606.750000 Penalty: 966.715942
	Iteration 48Q: 3 clusters Score -2718607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2718609.750000 Penalty: 966.715942
	Iteration 49Q: 3 clusters Score -2718610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2718607.750000 Penalty: 966.715942
	Iteration 50Q: 3 clusters Score -2718608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2718607.750000 Penalty: 966.715942
	Iteration 51F: 3 clusters Score -2718608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -289141.593750 Penalty: 385.712799
	Iteration 0F: 2 clusters Score -289141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -285859.000000 Penalty: 771.425598
	Iteration 0F: 3 clusters Score -285859 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -287029.312500 Penalty: 771.425598
	Iteration 1F: 3 clusters Score -287029.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -287117.500000 Penalty: 771.425598
	Iteration 2F: 3 clusters Score -287117.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -287186.781250 Penalty: 771.425598
	Iteration 3Q: 3 clusters Score -287186.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -287273.687500 Penalty: 771.425598
	Iteration 4Q: 3 clusters Score -287273.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -287376.906250 Penalty: 771.425598
	Iteration 5Q: 3 clusters Score -287376.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -287527.343750 Penalty: 771.425598
	Iteration 6F: 3 clusters Score -287527.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -287733.000000 Penalty: 771.425598
	Iteration 7F: 3 clusters Score -287733 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -288028.593750 Penalty: 771.425598
	Iteration 8F: 3 clusters Score -288028.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -288318.625000 Penalty: 771.425598
	Iteration 9F: 3 clusters Score -288318.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288592.687500 Penalty: 771.425598
	Iteration 10F: 3 clusters Score -288592.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -288739.718750 Penalty: 771.425598
	Iteration 11Q: 3 clusters Score -288739.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -288803.000000 Penalty: 771.425598
	Iteration 12Q: 3 clusters Score -288803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -288846.656250 Penalty: 771.425598
	Iteration 13Q: 3 clusters Score -288846.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -288869.812500 Penalty: 771.425598
	Iteration 14Q: 3 clusters Score -288869.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -288884.812500 Penalty: 771.425598
	Iteration 15Q: 3 clusters Score -288884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -288892.875000 Penalty: 771.425598
	Iteration 16Q: 3 clusters Score -288892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -288896.875000 Penalty: 771.425598
	Iteration 17Q: 3 clusters Score -288896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -288901.718750 Penalty: 771.425598
	Iteration 18Q: 3 clusters Score -288901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -288904.343750 Penalty: 771.425598
	Iteration 19Q: 3 clusters Score -288904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -288907.437500 Penalty: 771.425598
	Iteration 20F: 3 clusters Score -288907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -288910.750000 Penalty: 771.425598
	Iteration 21Q: 3 clusters Score -288910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -288910.812500 Penalty: 771.425598
	Iteration 22Q: 3 clusters Score -288910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -288910.812500 Penalty: 771.425598
	Iteration 23Q: 3 clusters Score -288910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -288910.812500 Penalty: 771.425598
	Iteration 24F: 3 clusters Score -288910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -402639.375000 Penalty: 395.888580
	Iteration 0F: 2 clusters Score -402639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -398647.812500 Penalty: 791.777161
	Iteration 0F: 3 clusters Score -398647.8 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -400074.812500 Penalty: 791.777161
	Iteration 1F: 3 clusters Score -400074.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -400195.218750 Penalty: 791.777161
	Iteration 2Q: 3 clusters Score -400195.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -400323.656250 Penalty: 791.777161
	Iteration 3F: 3 clusters Score -400323.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -400505.875000 Penalty: 791.777161
	Iteration 4F: 3 clusters Score -400505.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -400803.375000 Penalty: 791.777161
	Iteration 5F: 3 clusters Score -400803.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -401122.937500 Penalty: 791.777161
	Iteration 6F: 3 clusters Score -401122.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -401327.593750 Penalty: 791.777161
	Iteration 7F: 3 clusters Score -401327.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -401419.000000 Penalty: 791.777161
	Iteration 8Q: 3 clusters Score -401419 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -401463.218750 Penalty: 791.777161
	Iteration 9Q: 3 clusters Score -401463.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -401491.812500 Penalty: 791.777161
	Iteration 10Q: 3 clusters Score -401491.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -401516.281250 Penalty: 791.777161
	Iteration 11Q: 3 clusters Score -401516.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -401536.781250 Penalty: 791.777161
	Iteration 12Q: 3 clusters Score -401536.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -401553.437500 Penalty: 791.777161
	Iteration 13Q: 3 clusters Score -401553.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -401572.281250 Penalty: 791.777161
	Iteration 14Q: 3 clusters Score -401572.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -401587.843750 Penalty: 791.777161
	Iteration 15Q: 3 clusters Score -401587.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -401606.343750 Penalty: 791.777161
	Iteration 16Q: 3 clusters Score -401606.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -401626.062500 Penalty: 791.777161
	Iteration 17Q: 3 clusters Score -401626.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -401649.375000 Penalty: 791.777161
	Iteration 18Q: 3 clusters Score -401649.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -401670.093750 Penalty: 791.777161
	Iteration 19Q: 3 clusters Score -401670.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -401688.625000 Penalty: 791.777161
	Iteration 20F: 3 clusters Score -401688.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -401710.156250 Penalty: 791.777161
	Iteration 21Q: 3 clusters Score -401710.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -401733.562500 Penalty: 791.777161
	Iteration 22Q: 3 clusters Score -401733.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401751.937500 Penalty: 791.777161
	Iteration 23Q: 3 clusters Score -401751.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -401766.812500 Penalty: 791.777161
	Iteration 24Q: 3 clusters Score -401766.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -401781.437500 Penalty: 791.777161
	Iteration 25Q: 3 clusters Score -401781.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -401797.906250 Penalty: 791.777161
	Iteration 26Q: 3 clusters Score -401797.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -401812.187500 Penalty: 791.777161
	Iteration 27Q: 3 clusters Score -401812.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -401822.031250 Penalty: 791.777161
	Iteration 28Q: 3 clusters Score -401822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -401834.500000 Penalty: 791.777161
	Iteration 29Q: 3 clusters Score -401834.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -401845.343750 Penalty: 791.777161
	Iteration 30Q: 3 clusters Score -401845.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -401850.843750 Penalty: 791.777161
	Iteration 31Q: 3 clusters Score -401850.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -401857.718750 Penalty: 791.777161
	Iteration 32Q: 3 clusters Score -401857.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -401861.812500 Penalty: 791.777161
	Iteration 33Q: 3 clusters Score -401861.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401865.843750 Penalty: 791.777161
	Iteration 34Q: 3 clusters Score -401865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -401869.343750 Penalty: 791.777161
	Iteration 35Q: 3 clusters Score -401869.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -401876.156250 Penalty: 791.777161
	Iteration 36Q: 3 clusters Score -401876.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -401886.093750 Penalty: 791.777161
	Iteration 37Q: 3 clusters Score -401886.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -401898.562500 Penalty: 791.777161
	Iteration 38Q: 3 clusters Score -401898.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -401907.125000 Penalty: 791.777161
	Iteration 39Q: 3 clusters Score -401907.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -401921.781250 Penalty: 791.777161
	Iteration 40F: 3 clusters Score -401921.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -401938.218750 Penalty: 791.777161
	Iteration 41Q: 3 clusters Score -401938.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -401956.218750 Penalty: 791.777161
	Iteration 42Q: 3 clusters Score -401956.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -401978.093750 Penalty: 791.777161
	Iteration 43Q: 3 clusters Score -401978.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -402003.437500 Penalty: 791.777161
	Iteration 44Q: 3 clusters Score -402003.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -402031.000000 Penalty: 791.777161
	Iteration 45Q: 3 clusters Score -402031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -402064.687500 Penalty: 791.777161
	Iteration 46Q: 3 clusters Score -402064.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -402096.875000 Penalty: 791.777161
	Iteration 47Q: 3 clusters Score -402096.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -402126.250000 Penalty: 791.777161
	Iteration 48Q: 3 clusters Score -402126.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -402150.375000 Penalty: 791.777161
	Iteration 49Q: 3 clusters Score -402150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -402168.406250 Penalty: 791.777161
	Iteration 50Q: 3 clusters Score -402168.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -402185.781250 Penalty: 791.777161
	Iteration 51Q: 3 clusters Score -402185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -402200.218750 Penalty: 791.777161
	Iteration 52Q: 3 clusters Score -402200.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -402220.593750 Penalty: 791.777161
	Iteration 53Q: 3 clusters Score -402220.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -402240.968750 Penalty: 791.777161
	Iteration 54Q: 3 clusters Score -402241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -402252.125000 Penalty: 791.777161
	Iteration 55Q: 3 clusters Score -402252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -402262.312500 Penalty: 791.777161
	Iteration 56Q: 3 clusters Score -402262.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -402269.062500 Penalty: 791.777161
	Iteration 57Q: 3 clusters Score -402269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -402272.250000 Penalty: 791.777161
	Iteration 58Q: 3 clusters Score -402272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -402274.250000 Penalty: 791.777161
	Iteration 59Q: 3 clusters Score -402274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -402277.250000 Penalty: 791.777161
	Iteration 60F: 3 clusters Score -402277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -402282.187500 Penalty: 791.777161
	Iteration 61Q: 3 clusters Score -402282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -402288.468750 Penalty: 791.777161
	Iteration 62Q: 3 clusters Score -402288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -402294.125000 Penalty: 791.777161
	Iteration 63Q: 3 clusters Score -402294.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -402300.968750 Penalty: 791.777161
	Iteration 64Q: 3 clusters Score -402301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -402304.781250 Penalty: 791.777161
	Iteration 65Q: 3 clusters Score -402304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -402306.687500 Penalty: 791.777161
	Iteration 66Q: 3 clusters Score -402306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -402308.625000 Penalty: 791.777161
	Iteration 67Q: 3 clusters Score -402308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -402310.000000 Penalty: 791.777161
	Iteration 68Q: 3 clusters Score -402310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -402311.531250 Penalty: 791.777161
	Iteration 69Q: 3 clusters Score -402311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -402315.562500 Penalty: 791.777161
	Iteration 70Q: 3 clusters Score -402315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -402318.312500 Penalty: 791.777161
	Iteration 71Q: 3 clusters Score -402318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -402319.781250 Penalty: 791.777161
	Iteration 72Q: 3 clusters Score -402319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -402320.781250 Penalty: 791.777161
	Iteration 73Q: 3 clusters Score -402320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -402320.875000 Penalty: 791.777161
	Iteration 74Q: 3 clusters Score -402320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -402320.906250 Penalty: 791.777161
	Iteration 75Q: 3 clusters Score -402320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -402320.906250 Penalty: 791.777161
	Iteration 76F: 3 clusters Score -402320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Entering Unmasked Estep 
Score: -1758693.250000 Penalty: 464.055695
	Iteration 0F: 2 clusters Score -1758693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1740834.625000 Penalty: 928.111389
	Iteration 0F: 3 clusters Score -1740835 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1748902.500000 Penalty: 928.111389
	Iteration 1F: 3 clusters Score -1748902 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1749789.625000 Penalty: 928.111389
	Iteration 2F: 3 clusters Score -1749790 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1750999.625000 Penalty: 928.111389
	Iteration 3F: 3 clusters Score -1751000 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1752451.500000 Penalty: 928.111389
	Iteration 4F: 3 clusters Score -1752452 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1753891.750000 Penalty: 928.111389
	Iteration 5F: 3 clusters Score -1753892 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1754927.125000 Penalty: 928.111389
	Iteration 6F: 3 clusters Score -1754927 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1755359.250000 Penalty: 928.111389
	Iteration 7Q: 3 clusters Score -1755359 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1755518.875000 Penalty: 928.111389
	Iteration 8Q: 3 clusters Score -1755519 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1755599.000000 Penalty: 928.111389
	Iteration 9Q: 3 clusters Score -1755599 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1755659.000000 Penalty: 928.111389
	Iteration 10Q: 3 clusters Score -1755659 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1755709.000000 Penalty: 928.111389
	Iteration 11Q: 3 clusters Score -1755709 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1755764.375000 Penalty: 928.111389
	Iteration 12Q: 3 clusters Score -1755764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1755798.500000 Penalty: 928.111389
	Iteration 13Q: 3 clusters Score -1755798 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1755846.000000 Penalty: 928.111389
	Iteration 14Q: 3 clusters Score -1755846 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1755893.750000 Penalty: 928.111389
	Iteration 15Q: 3 clusters Score -1755894 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1755939.125000 Penalty: 928.111389
	Iteration 16Q: 3 clusters Score -1755939 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1755984.000000 Penalty: 928.111389
	Iteration 17Q: 3 clusters Score -1755984 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1756036.750000 Penalty: 928.111389
	Iteration 18Q: 3 clusters Score -1756037 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1756083.875000 Penalty: 928.111389
	Iteration 19Q: 3 clusters Score -1756084 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1756143.000000 Penalty: 928.111389
	Iteration 20F: 3 clusters Score -1756143 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1756194.125000 Penalty: 928.111389
	Iteration 21Q: 3 clusters Score -1756194 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1756242.750000 Penalty: 928.111389
	Iteration 22Q: 3 clusters Score -1756243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1756281.375000 Penalty: 928.111389
	Iteration 23Q: 3 clusters Score -1756281 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1756313.125000 Penalty: 928.111389
	Iteration 24Q: 3 clusters Score -1756313 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1756348.875000 Penalty: 928.111389
	Iteration 25Q: 3 clusters Score -1756349 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1756377.250000 Penalty: 928.111389
	Iteration 26Q: 3 clusters Score -1756377 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1756407.625000 Penalty: 928.111389
	Iteration 27Q: 3 clusters Score -1756408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1756440.375000 Penalty: 928.111389
	Iteration 28Q: 3 clusters Score -1756440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1756488.875000 Penalty: 928.111389
	Iteration 29Q: 3 clusters Score -1756489 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1756535.375000 Penalty: 928.111389
	Iteration 30Q: 3 clusters Score -1756535 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -1756583.875000 Penalty: 928.111389
	Iteration 31Q: 3 clusters Score -1756584 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -1756619.125000 Penalty: 928.111389
	Iteration 32Q: 3 clusters Score -1756619 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -1756649.500000 Penalty: 928.111389
	Iteration 33Q: 3 clusters Score -1756650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1756678.875000 Penalty: 928.111389
	Iteration 34Q: 3 clusters Score -1756679 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -1756724.250000 Penalty: 928.111389
	Iteration 35Q: 3 clusters Score -1756724 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -1756766.125000 Penalty: 928.111389
	Iteration 36Q: 3 clusters Score -1756766 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1756831.250000 Penalty: 928.111389
	Iteration 37Q: 3 clusters Score -1756831 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -1756904.250000 Penalty: 928.111389
	Iteration 38Q: 3 clusters Score -1756904 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1756981.375000 Penalty: 928.111389
	Iteration 39Q: 3 clusters Score -1756981 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -1757048.500000 Penalty: 928.111389
	Iteration 40F: 3 clusters Score -1757048 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -1757122.750000 Penalty: 928.111389
	Iteration 41Q: 3 clusters Score -1757123 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -1757219.750000 Penalty: 928.111389
	Iteration 42Q: 3 clusters Score -1757220 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -1757322.250000 Penalty: 928.111389
	Iteration 43Q: 3 clusters Score -1757322 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -1757448.750000 Penalty: 928.111389
	Iteration 44Q: 3 clusters Score -1757449 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -1757543.500000 Penalty: 928.111389
	Iteration 45Q: 3 clusters Score -1757544 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -1757627.875000 Penalty: 928.111389
	Iteration 46Q: 3 clusters Score -1757628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -1757719.625000 Penalty: 928.111389
	Iteration 47Q: 3 clusters Score -1757720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -1757797.750000 Penalty: 928.111389
	Iteration 48Q: 3 clusters Score -1757798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -1757881.500000 Penalty: 928.111389
	Iteration 49Q: 3 clusters Score -1757882 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1757938.375000 Penalty: 928.111389
	Iteration 50Q: 3 clusters Score -1757938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -1757998.125000 Penalty: 928.111389
	Iteration 51Q: 3 clusters Score -1757998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -1758032.250000 Penalty: 928.111389
	Iteration 52Q: 3 clusters Score -1758032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -1758069.125000 Penalty: 928.111389
	Iteration 53Q: 3 clusters Score -1758069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -1758100.500000 Penalty: 928.111389
	Iteration 54Q: 3 clusters Score -1758100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -1758126.125000 Penalty: 928.111389
	Iteration 55Q: 3 clusters Score -1758126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -1758144.000000 Penalty: 928.111389
	Iteration 56Q: 3 clusters Score -1758144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -1758156.500000 Penalty: 928.111389
	Iteration 57Q: 3 clusters Score -1758156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -1758180.500000 Penalty: 928.111389
	Iteration 58Q: 3 clusters Score -1758180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -1758204.375000 Penalty: 928.111389
	Iteration 59Q: 3 clusters Score -1758204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -1758220.750000 Penalty: 928.111389
	Iteration 60F: 3 clusters Score -1758221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -1758229.750000 Penalty: 928.111389
	Iteration 61Q: 3 clusters Score -1758230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1758239.625000 Penalty: 928.111389
	Iteration 62Q: 3 clusters Score -1758240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -1758248.375000 Penalty: 928.111389
	Iteration 63Q: 3 clusters Score -1758248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -1758253.500000 Penalty: 928.111389
	Iteration 64Q: 3 clusters Score -1758254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -1758261.000000 Penalty: 928.111389
	Iteration 65Q: 3 clusters Score -1758261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -1758263.875000 Penalty: 928.111389
	Iteration 66Q: 3 clusters Score -1758264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -1758264.875000 Penalty: 928.111389
	Iteration 67Q: 3 clusters Score -1758265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -1758265.625000 Penalty: 928.111389
	Iteration 68Q: 3 clusters Score -1758266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -1758265.375000 Penalty: 928.111389
	Iteration 69Q: 3 clusters Score -1758265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -1758268.750000 Penalty: 928.111389
	Iteration 70Q: 3 clusters Score -1758269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -1758266.750000 Penalty: 928.111389
	Iteration 71Q: 3 clusters Score -1758267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -1758267.375000 Penalty: 928.111389
	Iteration 72Q: 3 clusters Score -1758267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -1758265.875000 Penalty: 928.111389
	Iteration 73Q: 3 clusters Score -1758266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -1758268.875000 Penalty: 928.111389
	Iteration 74Q: 3 clusters Score -1758269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -1758268.625000 Penalty: 928.111389
	Iteration 75Q: 3 clusters Score -1758269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -1758268.875000 Penalty: 928.111389
	Iteration 76Q: 3 clusters Score -1758269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -1758271.250000 Penalty: 928.111389
	Iteration 77Q: 3 clusters Score -1758271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -1758274.375000 Penalty: 928.111389
	Iteration 78Q: 3 clusters Score -1758274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -1758273.375000 Penalty: 928.111389
	Iteration 79Q: 3 clusters Score -1758273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1758275.000000 Penalty: 928.111389
	Iteration 80F: 3 clusters Score -1758275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -68670.156250 Penalty: 325.712402
	Iteration 0F: 2 clusters Score -68670.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -67699.867188 Penalty: 651.424805
	Iteration 0F: 3 clusters Score -67699.87 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68069.867188 Penalty: 651.424805
	Iteration 1F: 3 clusters Score -68069.87 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68203.421875 Penalty: 651.424805
	Iteration 2F: 3 clusters Score -68203.42 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68307.968750 Penalty: 651.424805
	Iteration 3F: 3 clusters Score -68307.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68369.843750 Penalty: 651.424805
	Iteration 4F: 3 clusters Score -68369.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -68408.570312 Penalty: 651.424805
	Iteration 5Q: 3 clusters Score -68408.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68428.804688 Penalty: 651.424805
	Iteration 6Q: 3 clusters Score -68428.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -68441.664062 Penalty: 651.424805
	Iteration 7Q: 3 clusters Score -68441.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68450.023438 Penalty: 651.424805
	Iteration 8Q: 3 clusters Score -68450.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68455.148438 Penalty: 651.424805
	Iteration 9Q: 3 clusters Score -68455.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -68460.234375 Penalty: 651.424805
	Iteration 10Q: 3 clusters Score -68460.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68464.000000 Penalty: 651.424805
	Iteration 11Q: 3 clusters Score -68464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -68466.890625 Penalty: 651.424805
	Iteration 12Q: 3 clusters Score -68466.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -68469.781250 Penalty: 651.424805
	Iteration 13Q: 3 clusters Score -68469.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -68470.265625 Penalty: 651.424805
	Iteration 14Q: 3 clusters Score -68470.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -68470.695312 Penalty: 651.424805
	Iteration 15Q: 3 clusters Score -68470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -68471.289062 Penalty: 651.424805
	Iteration 16Q: 3 clusters Score -68471.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -68472.398438 Penalty: 651.424805
	Iteration 17Q: 3 clusters Score -68472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -68472.843750 Penalty: 651.424805
	Iteration 18Q: 3 clusters Score -68472.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -68472.953125 Penalty: 651.424805
	Iteration 19Q: 3 clusters Score -68472.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -68472.960938 Penalty: 651.424805
	Iteration 20F: 3 clusters Score -68472.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -245068.843750 Penalty: 374.696869
	Iteration 0F: 2 clusters Score -245068.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -242455.062500 Penalty: 749.393738
	Iteration 0F: 3 clusters Score -242455.1 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -243385.250000 Penalty: 749.393738
	Iteration 1F: 3 clusters Score -243385.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -243559.453125 Penalty: 749.393738
	Iteration 2F: 3 clusters Score -243559.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -243777.359375 Penalty: 749.393738
	Iteration 3F: 3 clusters Score -243777.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -243989.218750 Penalty: 749.393738
	Iteration 4F: 3 clusters Score -243989.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -244176.093750 Penalty: 749.393738
	Iteration 5F: 3 clusters Score -244176.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -244345.953125 Penalty: 749.393738
	Iteration 6F: 3 clusters Score -244346 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -244488.843750 Penalty: 749.393738
	Iteration 7Q: 3 clusters Score -244488.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -244570.359375 Penalty: 749.393738
	Iteration 8Q: 3 clusters Score -244570.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -244625.296875 Penalty: 749.393738
	Iteration 9Q: 3 clusters Score -244625.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -244660.046875 Penalty: 749.393738
	Iteration 10Q: 3 clusters Score -244660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -244688.203125 Penalty: 749.393738
	Iteration 11Q: 3 clusters Score -244688.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -244699.078125 Penalty: 749.393738
	Iteration 12Q: 3 clusters Score -244699.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -244706.687500 Penalty: 749.393738
	Iteration 13Q: 3 clusters Score -244706.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -244711.250000 Penalty: 749.393738
	Iteration 14Q: 3 clusters Score -244711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -244713.109375 Penalty: 749.393738
	Iteration 15Q: 3 clusters Score -244713.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -244717.906250 Penalty: 749.393738
	Iteration 16Q: 3 clusters Score -244717.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -244722.796875 Penalty: 749.393738
	Iteration 17Q: 3 clusters Score -244722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -244725.000000 Penalty: 749.393738
	Iteration 18Q: 3 clusters Score -244725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -244725.421875 Penalty: 749.393738
	Iteration 19Q: 3 clusters Score -244725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -244725.781250 Penalty: 749.393738
	Iteration 20F: 3 clusters Score -244725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -244726.453125 Penalty: 749.393738
	Iteration 21Q: 3 clusters Score -244726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -244726.687500 Penalty: 749.393738
	Iteration 22Q: 3 clusters Score -244726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -244727.343750 Penalty: 749.393738
	Iteration 23Q: 3 clusters Score -244727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -244727.625000 Penalty: 749.393738
	Iteration 24Q: 3 clusters Score -244727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -244727.718750 Penalty: 749.393738
	Iteration 25Q: 3 clusters Score -244727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -244727.718750 Penalty: 749.393738
	Iteration 26Q: 3 clusters Score -244727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -244727.406250 Penalty: 749.393738
	Iteration 27Q: 3 clusters Score -244727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -244727.781250 Penalty: 749.393738
	Iteration 28Q: 3 clusters Score -244727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -244727.906250 Penalty: 749.393738
	Iteration 29Q: 3 clusters Score -244727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -244728.500000 Penalty: 749.393738
	Iteration 30Q: 3 clusters Score -244728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -244728.343750 Penalty: 749.393738
	Iteration 31Q: 3 clusters Score -244728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -244728.875000 Penalty: 749.393738
	Iteration 32Q: 3 clusters Score -244728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -244729.515625 Penalty: 749.393738
	Iteration 33Q: 3 clusters Score -244729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -244729.421875 Penalty: 749.393738
	Iteration 34Q: 3 clusters Score -244729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -244729.421875 Penalty: 749.393738
	Iteration 35F: 3 clusters Score -244729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -103803.648438 Penalty: 334.360718
	Iteration 0F: 2 clusters Score -103803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102629.875000 Penalty: 668.721436
	Iteration 0F: 3 clusters Score -102629.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102980.000000 Penalty: 668.721436
	Iteration 1F: 3 clusters Score -102980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103031.773438 Penalty: 668.721436
	Iteration 2F: 3 clusters Score -103031.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103074.218750 Penalty: 668.721436
	Iteration 3F: 3 clusters Score -103074.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -103104.281250 Penalty: 668.721436
	Iteration 4Q: 3 clusters Score -103104.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -103131.796875 Penalty: 668.721436
	Iteration 5Q: 3 clusters Score -103131.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103157.429688 Penalty: 668.721436
	Iteration 6Q: 3 clusters Score -103157.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -103181.406250 Penalty: 668.721436
	Iteration 7Q: 3 clusters Score -103181.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -103205.867188 Penalty: 668.721436
	Iteration 8Q: 3 clusters Score -103205.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103232.148438 Penalty: 668.721436
	Iteration 9Q: 3 clusters Score -103232.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103258.953125 Penalty: 668.721436
	Iteration 10Q: 3 clusters Score -103259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103292.593750 Penalty: 668.721436
	Iteration 11Q: 3 clusters Score -103292.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103327.976562 Penalty: 668.721436
	Iteration 12Q: 3 clusters Score -103328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -103348.101562 Penalty: 668.721436
	Iteration 13Q: 3 clusters Score -103348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103359.507812 Penalty: 668.721436
	Iteration 14Q: 3 clusters Score -103359.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103369.523438 Penalty: 668.721436
	Iteration 15Q: 3 clusters Score -103369.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103379.812500 Penalty: 668.721436
	Iteration 16Q: 3 clusters Score -103379.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103394.898438 Penalty: 668.721436
	Iteration 17Q: 3 clusters Score -103394.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103407.507812 Penalty: 668.721436
	Iteration 18Q: 3 clusters Score -103407.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103419.351562 Penalty: 668.721436
	Iteration 19Q: 3 clusters Score -103419.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103429.242188 Penalty: 668.721436
	Iteration 20F: 3 clusters Score -103429.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103434.968750 Penalty: 668.721436
	Iteration 21Q: 3 clusters Score -103435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103438.453125 Penalty: 668.721436
	Iteration 22Q: 3 clusters Score -103438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103444.820312 Penalty: 668.721436
	Iteration 23Q: 3 clusters Score -103444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103451.375000 Penalty: 668.721436
	Iteration 24Q: 3 clusters Score -103451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103455.882812 Penalty: 668.721436
	Iteration 25Q: 3 clusters Score -103455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103459.125000 Penalty: 668.721436
	Iteration 26Q: 3 clusters Score -103459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103461.203125 Penalty: 668.721436
	Iteration 27Q: 3 clusters Score -103461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -103462.000000 Penalty: 668.721436
	Iteration 28Q: 3 clusters Score -103462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103462.093750 Penalty: 668.721436
	Iteration 29Q: 3 clusters Score -103462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103462.250000 Penalty: 668.721436
	Iteration 30Q: 3 clusters Score -103462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103462.250000 Penalty: 668.721436
	Iteration 31F: 3 clusters Score -103462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -293418.937500 Penalty: 387.175995
	Iteration 0F: 2 clusters Score -293418.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -290070.343750 Penalty: 774.351990
	Iteration 0F: 3 clusters Score -290070.3 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -291333.281250 Penalty: 774.351990
	Iteration 1F: 3 clusters Score -291333.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -291497.781250 Penalty: 774.351990
	Iteration 2F: 3 clusters Score -291497.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -291717.968750 Penalty: 774.351990
	Iteration 3F: 3 clusters Score -291718 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -291935.437500 Penalty: 774.351990
	Iteration 4F: 3 clusters Score -291935.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -292196.593750 Penalty: 774.351990
	Iteration 5F: 3 clusters Score -292196.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -292378.750000 Penalty: 774.351990
	Iteration 6F: 3 clusters Score -292378.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -292493.093750 Penalty: 774.351990
	Iteration 7Q: 3 clusters Score -292493.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -292556.125000 Penalty: 774.351990
	Iteration 8Q: 3 clusters Score -292556.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -292590.625000 Penalty: 774.351990
	Iteration 9Q: 3 clusters Score -292590.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -292614.343750 Penalty: 774.351990
	Iteration 10Q: 3 clusters Score -292614.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -292635.156250 Penalty: 774.351990
	Iteration 11Q: 3 clusters Score -292635.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -292649.375000 Penalty: 774.351990
	Iteration 12Q: 3 clusters Score -292649.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -292661.968750 Penalty: 774.351990
	Iteration 13Q: 3 clusters Score -292662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -292675.937500 Penalty: 774.351990
	Iteration 14Q: 3 clusters Score -292675.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -292686.125000 Penalty: 774.351990
	Iteration 15Q: 3 clusters Score -292686.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -292696.437500 Penalty: 774.351990
	Iteration 16Q: 3 clusters Score -292696.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -292708.468750 Penalty: 774.351990
	Iteration 17Q: 3 clusters Score -292708.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -292721.281250 Penalty: 774.351990
	Iteration 18Q: 3 clusters Score -292721.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -292735.500000 Penalty: 774.351990
	Iteration 19Q: 3 clusters Score -292735.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292756.593750 Penalty: 774.351990
	Iteration 20F: 3 clusters Score -292756.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -292778.531250 Penalty: 774.351990
	Iteration 21Q: 3 clusters Score -292778.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -292800.093750 Penalty: 774.351990
	Iteration 22Q: 3 clusters Score -292800.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -292816.750000 Penalty: 774.351990
	Iteration 23Q: 3 clusters Score -292816.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292825.000000 Penalty: 774.351990
	Iteration 24Q: 3 clusters Score -292825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -292831.968750 Penalty: 774.351990
	Iteration 25Q: 3 clusters Score -292832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -292838.156250 Penalty: 774.351990
	Iteration 26Q: 3 clusters Score -292838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -292844.500000 Penalty: 774.351990
	Iteration 27Q: 3 clusters Score -292844.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292849.531250 Penalty: 774.351990
	Iteration 28Q: 3 clusters Score -292849.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292854.218750 Penalty: 774.351990
	Iteration 29Q: 3 clusters Score -292854.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -292860.687500 Penalty: 774.351990
	Iteration 30Q: 3 clusters Score -292860.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -292867.937500 Penalty: 774.351990
	Iteration 31Q: 3 clusters Score -292867.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -292876.062500 Penalty: 774.351990
	Iteration 32Q: 3 clusters Score -292876.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -292881.437500 Penalty: 774.351990
	Iteration 33Q: 3 clusters Score -292881.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292884.687500 Penalty: 774.351990
	Iteration 34Q: 3 clusters Score -292884.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -292889.343750 Penalty: 774.351990
	Iteration 35Q: 3 clusters Score -292889.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -292895.000000 Penalty: 774.351990
	Iteration 36Q: 3 clusters Score -292895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -292900.000000 Penalty: 774.351990
	Iteration 37Q: 3 clusters Score -292900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -292905.625000 Penalty: 774.351990
	Iteration 38Q: 3 clusters Score -292905.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -292908.562500 Penalty: 774.351990
	Iteration 39Q: 3 clusters Score -292908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -292910.781250 Penalty: 774.351990
	Iteration 40F: 3 clusters Score -292910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -292912.906250 Penalty: 774.351990
	Iteration 41Q: 3 clusters Score -292912.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -292915.531250 Penalty: 774.351990
	Iteration 42Q: 3 clusters Score -292915.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -292917.281250 Penalty: 774.351990
	Iteration 43Q: 3 clusters Score -292917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -292922.625000 Penalty: 774.351990
	Iteration 44Q: 3 clusters Score -292922.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -292929.718750 Penalty: 774.351990
	Iteration 45Q: 3 clusters Score -292929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -292933.562500 Penalty: 774.351990
	Iteration 46Q: 3 clusters Score -292933.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -292937.000000 Penalty: 774.351990
	Iteration 47Q: 3 clusters Score -292937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -292939.718750 Penalty: 774.351990
	Iteration 48Q: 3 clusters Score -292939.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -292942.718750 Penalty: 774.351990
	Iteration 49Q: 3 clusters Score -292942.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -292948.250000 Penalty: 774.351990
	Iteration 50Q: 3 clusters Score -292948.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -292953.468750 Penalty: 774.351990
	Iteration 51Q: 3 clusters Score -292953.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -292959.000000 Penalty: 774.351990
	Iteration 52Q: 3 clusters Score -292959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -292965.781250 Penalty: 774.351990
	Iteration 53Q: 3 clusters Score -292965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -292969.812500 Penalty: 774.351990
	Iteration 54Q: 3 clusters Score -292969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -292971.875000 Penalty: 774.351990
	Iteration 55Q: 3 clusters Score -292971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -292975.437500 Penalty: 774.351990
	Iteration 56Q: 3 clusters Score -292975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -292977.750000 Penalty: 774.351990
	Iteration 57Q: 3 clusters Score -292977.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -292981.156250 Penalty: 774.351990
	Iteration 58Q: 3 clusters Score -292981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -292983.375000 Penalty: 774.351990
	Iteration 59Q: 3 clusters Score -292983.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -292986.906250 Penalty: 774.351990
	Iteration 60F: 3 clusters Score -292986.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -292988.687500 Penalty: 774.351990
	Iteration 61Q: 3 clusters Score -292988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -292989.687500 Penalty: 774.351990
	Iteration 62Q: 3 clusters Score -292989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -292990.562500 Penalty: 774.351990
	Iteration 63Q: 3 clusters Score -292990.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -292993.406250 Penalty: 774.351990
	Iteration 64Q: 3 clusters Score -292993.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -292996.281250 Penalty: 774.351990
	Iteration 65Q: 3 clusters Score -292996.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -292998.062500 Penalty: 774.351990
	Iteration 66Q: 3 clusters Score -292998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292998.250000 Penalty: 774.351990
	Iteration 67Q: 3 clusters Score -292998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -292999.468750 Penalty: 774.351990
	Iteration 68Q: 3 clusters Score -292999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -292999.281250 Penalty: 774.351990
	Iteration 69Q: 3 clusters Score -292999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -293000.781250 Penalty: 774.351990
	Iteration 70Q: 3 clusters Score -293000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -293002.343750 Penalty: 774.351990
	Iteration 71Q: 3 clusters Score -293002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -293003.281250 Penalty: 774.351990
	Iteration 72Q: 3 clusters Score -293003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -293003.937500 Penalty: 774.351990
	Iteration 73Q: 3 clusters Score -293003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -293003.437500 Penalty: 774.351990
	Iteration 74Q: 3 clusters Score -293003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -293003.937500 Penalty: 774.351990
	Iteration 75Q: 3 clusters Score -293003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -293003.937500 Penalty: 774.351990
	Iteration 76F: 3 clusters Score -293003.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Entering Unmasked Estep 
Score: -4882288.500000 Penalty: 511.610901
	Iteration 0F: 2 clusters Score -4882288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4831170.000000 Penalty: 1023.221802
	Iteration 0F: 3 clusters Score -4831170 nChanged 37190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4853877.000000 Penalty: 1023.221802
	Iteration 1F: 3 clusters Score -4853877 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4855302.000000 Penalty: 1023.221802
	Iteration 2Q: 3 clusters Score -4855302 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -4857474.000000 Penalty: 1023.221802
	Iteration 3F: 3 clusters Score -4857474 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4860891.000000 Penalty: 1023.221802
	Iteration 4F: 3 clusters Score -4860891 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4865145.500000 Penalty: 1023.221802
	Iteration 5F: 3 clusters Score -4865146 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4867990.500000 Penalty: 1023.221802
	Iteration 6F: 3 clusters Score -4867990 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -4868984.000000 Penalty: 1023.221802
	Iteration 7Q: 3 clusters Score -4868984 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4869287.000000 Penalty: 1023.221802
	Iteration 8Q: 3 clusters Score -4869287 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -4869501.000000 Penalty: 1023.221802
	Iteration 9Q: 3 clusters Score -4869501 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -4869732.500000 Penalty: 1023.221802
	Iteration 10Q: 3 clusters Score -4869732 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -4869942.000000 Penalty: 1023.221802
	Iteration 11Q: 3 clusters Score -4869942 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -4870223.500000 Penalty: 1023.221802
	Iteration 12Q: 3 clusters Score -4870224 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -4870494.000000 Penalty: 1023.221802
	Iteration 13Q: 3 clusters Score -4870494 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -4870783.500000 Penalty: 1023.221802
	Iteration 14Q: 3 clusters Score -4870784 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -4871042.000000 Penalty: 1023.221802
	Iteration 15Q: 3 clusters Score -4871042 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -4871306.000000 Penalty: 1023.221802
	Iteration 16Q: 3 clusters Score -4871306 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -4871590.500000 Penalty: 1023.221802
	Iteration 17Q: 3 clusters Score -4871590 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -4871867.000000 Penalty: 1023.221802
	Iteration 18Q: 3 clusters Score -4871867 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -4872114.000000 Penalty: 1023.221802
	Iteration 19Q: 3 clusters Score -4872114 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -4872417.500000 Penalty: 1023.221802
	Iteration 20F: 3 clusters Score -4872418 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -4872704.500000 Penalty: 1023.221802
	Iteration 21Q: 3 clusters Score -4872704 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -4873003.000000 Penalty: 1023.221802
	Iteration 22Q: 3 clusters Score -4873003 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -4873262.000000 Penalty: 1023.221802
	Iteration 23Q: 3 clusters Score -4873262 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -4873523.000000 Penalty: 1023.221802
	Iteration 24Q: 3 clusters Score -4873523 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -4873881.000000 Penalty: 1023.221802
	Iteration 25Q: 3 clusters Score -4873881 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -4874205.000000 Penalty: 1023.221802
	Iteration 26Q: 3 clusters Score -4874205 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -4874549.500000 Penalty: 1023.221802
	Iteration 27Q: 3 clusters Score -4874550 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -4874954.000000 Penalty: 1023.221802
	Iteration 28Q: 3 clusters Score -4874954 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -4875307.000000 Penalty: 1023.221802
	Iteration 29Q: 3 clusters Score -4875307 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -4875574.000000 Penalty: 1023.221802
	Iteration 30Q: 3 clusters Score -4875574 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -4875764.000000 Penalty: 1023.221802
	Iteration 31Q: 3 clusters Score -4875764 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -4875965.500000 Penalty: 1023.221802
	Iteration 32Q: 3 clusters Score -4875966 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -4876132.500000 Penalty: 1023.221802
	Iteration 33Q: 3 clusters Score -4876132 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -4876277.500000 Penalty: 1023.221802
	Iteration 34Q: 3 clusters Score -4876278 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -4876367.500000 Penalty: 1023.221802
	Iteration 35Q: 3 clusters Score -4876368 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -4876505.000000 Penalty: 1023.221802
	Iteration 36Q: 3 clusters Score -4876505 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -4876642.500000 Penalty: 1023.221802
	Iteration 37Q: 3 clusters Score -4876642 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -4876776.000000 Penalty: 1023.221802
	Iteration 38Q: 3 clusters Score -4876776 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -4876901.000000 Penalty: 1023.221802
	Iteration 39Q: 3 clusters Score -4876901 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -4876989.000000 Penalty: 1023.221802
	Iteration 40F: 3 clusters Score -4876989 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -4877091.500000 Penalty: 1023.221802
	Iteration 41Q: 3 clusters Score -4877092 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -4877228.000000 Penalty: 1023.221802
	Iteration 42Q: 3 clusters Score -4877228 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -4877339.500000 Penalty: 1023.221802
	Iteration 43Q: 3 clusters Score -4877340 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -4877451.000000 Penalty: 1023.221802
	Iteration 44Q: 3 clusters Score -4877451 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -4877595.000000 Penalty: 1023.221802
	Iteration 45Q: 3 clusters Score -4877595 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -4877769.500000 Penalty: 1023.221802
	Iteration 46Q: 3 clusters Score -4877770 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -4878027.500000 Penalty: 1023.221802
	Iteration 47Q: 3 clusters Score -4878028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -4878192.000000 Penalty: 1023.221802
	Iteration 48Q: 3 clusters Score -4878192 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -4878380.000000 Penalty: 1023.221802
	Iteration 49Q: 3 clusters Score -4878380 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -4878556.500000 Penalty: 1023.221802
	Iteration 50Q: 3 clusters Score -4878556 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -4878729.500000 Penalty: 1023.221802
	Iteration 51Q: 3 clusters Score -4878730 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -4878893.500000 Penalty: 1023.221802
	Iteration 52Q: 3 clusters Score -4878894 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -4879306.500000 Penalty: 1023.221802
	Iteration 53Q: 3 clusters Score -4879306 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -4879766.500000 Penalty: 1023.221802
	Iteration 54Q: 3 clusters Score -4879766 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -4880109.500000 Penalty: 1023.221802
	Iteration 55Q: 3 clusters Score -4880110 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -4880431.000000 Penalty: 1023.221802
	Iteration 56Q: 3 clusters Score -4880431 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -4880682.000000 Penalty: 1023.221802
	Iteration 57Q: 3 clusters Score -4880682 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4880890.500000 Penalty: 1023.221802
	Iteration 58Q: 3 clusters Score -4880890 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -4881010.000000 Penalty: 1023.221802
	Iteration 59Q: 3 clusters Score -4881010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -4881131.000000 Penalty: 1023.221802
	Iteration 60F: 3 clusters Score -4881131 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -4881239.500000 Penalty: 1023.221802
	Iteration 61Q: 3 clusters Score -4881240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -4881361.000000 Penalty: 1023.221802
	Iteration 62Q: 3 clusters Score -4881361 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -4881444.000000 Penalty: 1023.221802
	Iteration 63Q: 3 clusters Score -4881444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -4881525.000000 Penalty: 1023.221802
	Iteration 64Q: 3 clusters Score -4881525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -4881577.500000 Penalty: 1023.221802
	Iteration 65Q: 3 clusters Score -4881578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -4881612.000000 Penalty: 1023.221802
	Iteration 66Q: 3 clusters Score -4881612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -4881631.500000 Penalty: 1023.221802
	Iteration 67Q: 3 clusters Score -4881632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -4881643.000000 Penalty: 1023.221802
	Iteration 68Q: 3 clusters Score -4881643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -4881658.000000 Penalty: 1023.221802
	Iteration 69Q: 3 clusters Score -4881658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -4881675.000000 Penalty: 1023.221802
	Iteration 70Q: 3 clusters Score -4881675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -4881691.000000 Penalty: 1023.221802
	Iteration 71Q: 3 clusters Score -4881691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 76104 members 
Entering Unmasked Estep 
Score: -4881697.000000 Penalty: 1023.221802
	Iteration 72Q: 3 clusters Score -4881697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -4881701.000000 Penalty: 1023.221802
	Iteration 73Q: 3 clusters Score -4881701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -4881702.500000 Penalty: 1023.221802
	Iteration 74Q: 3 clusters Score -4881702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -4881720.000000 Penalty: 1023.221802
	Iteration 75Q: 3 clusters Score -4881720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -4881739.000000 Penalty: 1023.221802
	Iteration 76Q: 3 clusters Score -4881739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -4881763.000000 Penalty: 1023.221802
	Iteration 77Q: 3 clusters Score -4881763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -4881775.500000 Penalty: 1023.221802
	Iteration 78Q: 3 clusters Score -4881776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -4881781.500000 Penalty: 1023.221802
	Iteration 79Q: 3 clusters Score -4881782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -4881787.500000 Penalty: 1023.221802
	Iteration 80F: 3 clusters Score -4881788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -4881791.000000 Penalty: 1023.221802
	Iteration 81Q: 3 clusters Score -4881791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -4881789.000000 Penalty: 1023.221802
	Iteration 82Q: 3 clusters Score -4881789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -4881798.000000 Penalty: 1023.221802
	Iteration 83Q: 3 clusters Score -4881798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -4881800.000000 Penalty: 1023.221802
	Iteration 84Q: 3 clusters Score -4881800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -4881799.500000 Penalty: 1023.221802
	Iteration 85Q: 3 clusters Score -4881800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -4881800.000000 Penalty: 1023.221802
	Iteration 86Q: 3 clusters Score -4881800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -4881800.000000 Penalty: 1023.221802
	Iteration 87F: 3 clusters Score -4881800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -107255.265625 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -107255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -106011.328125 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -106011.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -106395.664062 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -106395.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106463.546875 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -106463.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -106519.578125 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -106519.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106576.156250 Penalty: 676.086365
	Iteration 4Q: 3 clusters Score -106576.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -106630.375000 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -106630.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -106699.421875 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -106699.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106744.859375 Penalty: 676.086365
	Iteration 7F: 3 clusters Score -106744.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -106782.351562 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -106782.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106813.492188 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -106813.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106830.578125 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -106830.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -106839.656250 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -106839.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -106847.382812 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -106847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106854.820312 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -106854.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -106859.195312 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -106859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106862.039062 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -106862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -106864.437500 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -106864.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -106866.125000 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -106866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106868.656250 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -106868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106869.820312 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -106869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106870.179688 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -106870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106870.828125 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -106870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -106871.335938 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -106871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -106871.351562 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -106871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -106871.546875 Penalty: 676.086365
	Iteration 24Q: 3 clusters Score -106871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -106872.078125 Penalty: 676.086365
	Iteration 25Q: 3 clusters Score -106872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -106872.789062 Penalty: 676.086365
	Iteration 26Q: 3 clusters Score -106872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106872.835938 Penalty: 676.086365
	Iteration 27Q: 3 clusters Score -106872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -106873.195312 Penalty: 676.086365
	Iteration 28Q: 3 clusters Score -106873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -106873.468750 Penalty: 676.086365
	Iteration 29Q: 3 clusters Score -106873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -106873.750000 Penalty: 676.086365
	Iteration 30Q: 3 clusters Score -106873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106873.796875 Penalty: 676.086365
	Iteration 31Q: 3 clusters Score -106873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106873.796875 Penalty: 676.086365
	Iteration 32F: 3 clusters Score -106873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -577922.812500 Penalty: 415.043579
	Iteration 0F: 2 clusters Score -577922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -571731.437500 Penalty: 830.087158
	Iteration 0F: 3 clusters Score -571731.4 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -574291.687500 Penalty: 830.087158
	Iteration 1F: 3 clusters Score -574291.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -574539.562500 Penalty: 830.087158
	Iteration 2F: 3 clusters Score -574539.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -574862.312500 Penalty: 830.087158
	Iteration 3F: 3 clusters Score -574862.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -575251.812500 Penalty: 830.087158
	Iteration 4F: 3 clusters Score -575251.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -575737.250000 Penalty: 830.087158
	Iteration 5F: 3 clusters Score -575737.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -576269.187500 Penalty: 830.087158
	Iteration 6F: 3 clusters Score -576269.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -576661.812500 Penalty: 830.087158
	Iteration 7F: 3 clusters Score -576661.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -576849.187500 Penalty: 830.087158
	Iteration 8Q: 3 clusters Score -576849.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -576942.687500 Penalty: 830.087158
	Iteration 9Q: 3 clusters Score -576942.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -577020.250000 Penalty: 830.087158
	Iteration 10Q: 3 clusters Score -577020.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -577069.187500 Penalty: 830.087158
	Iteration 11Q: 3 clusters Score -577069.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -577113.250000 Penalty: 830.087158
	Iteration 12Q: 3 clusters Score -577113.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -577138.500000 Penalty: 830.087158
	Iteration 13Q: 3 clusters Score -577138.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -577152.937500 Penalty: 830.087158
	Iteration 14Q: 3 clusters Score -577152.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -577165.000000 Penalty: 830.087158
	Iteration 15Q: 3 clusters Score -577165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -577180.062500 Penalty: 830.087158
	Iteration 16Q: 3 clusters Score -577180.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -577191.875000 Penalty: 830.087158
	Iteration 17Q: 3 clusters Score -577191.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -577205.187500 Penalty: 830.087158
	Iteration 18Q: 3 clusters Score -577205.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -577219.312500 Penalty: 830.087158
	Iteration 19Q: 3 clusters Score -577219.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -577229.312500 Penalty: 830.087158
	Iteration 20F: 3 clusters Score -577229.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -577237.625000 Penalty: 830.087158
	Iteration 21Q: 3 clusters Score -577237.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -577246.750000 Penalty: 830.087158
	Iteration 22Q: 3 clusters Score -577246.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -577252.000000 Penalty: 830.087158
	Iteration 23Q: 3 clusters Score -577252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -577258.375000 Penalty: 830.087158
	Iteration 24Q: 3 clusters Score -577258.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -577263.812500 Penalty: 830.087158
	Iteration 25Q: 3 clusters Score -577263.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -577269.062500 Penalty: 830.087158
	Iteration 26Q: 3 clusters Score -577269.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -577273.312500 Penalty: 830.087158
	Iteration 27Q: 3 clusters Score -577273.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -577278.000000 Penalty: 830.087158
	Iteration 28Q: 3 clusters Score -577278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -577282.187500 Penalty: 830.087158
	Iteration 29Q: 3 clusters Score -577282.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -577282.812500 Penalty: 830.087158
	Iteration 30Q: 3 clusters Score -577282.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -577283.812500 Penalty: 830.087158
	Iteration 31Q: 3 clusters Score -577283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -577287.062500 Penalty: 830.087158
	Iteration 32Q: 3 clusters Score -577287.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -577290.500000 Penalty: 830.087158
	Iteration 33Q: 3 clusters Score -577290.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -577292.312500 Penalty: 830.087158
	Iteration 34Q: 3 clusters Score -577292.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -577293.812500 Penalty: 830.087158
	Iteration 35Q: 3 clusters Score -577293.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -577296.625000 Penalty: 830.087158
	Iteration 36Q: 3 clusters Score -577296.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -577301.750000 Penalty: 830.087158
	Iteration 37Q: 3 clusters Score -577301.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -577304.000000 Penalty: 830.087158
	Iteration 38Q: 3 clusters Score -577304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -577308.312500 Penalty: 830.087158
	Iteration 39Q: 3 clusters Score -577308.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -577308.937500 Penalty: 830.087158
	Iteration 40F: 3 clusters Score -577308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -577310.750000 Penalty: 830.087158
	Iteration 41Q: 3 clusters Score -577310.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -577312.187500 Penalty: 830.087158
	Iteration 42Q: 3 clusters Score -577312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -577312.312500 Penalty: 830.087158
	Iteration 43Q: 3 clusters Score -577312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -577312.125000 Penalty: 830.087158
	Iteration 44Q: 3 clusters Score -577312.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -577312.437500 Penalty: 830.087158
	Iteration 45Q: 3 clusters Score -577312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -577313.875000 Penalty: 830.087158
	Iteration 46Q: 3 clusters Score -577313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -577314.000000 Penalty: 830.087158
	Iteration 47Q: 3 clusters Score -577314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -577313.500000 Penalty: 830.087158
	Iteration 48Q: 3 clusters Score -577313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -577314.562500 Penalty: 830.087158
	Iteration 49Q: 3 clusters Score -577314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -577314.437500 Penalty: 830.087158
	Iteration 50Q: 3 clusters Score -577314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -577315.000000 Penalty: 830.087158
	Iteration 51Q: 3 clusters Score -577315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -577314.562500 Penalty: 830.087158
	Iteration 52Q: 3 clusters Score -577314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -577314.562500 Penalty: 830.087158
	Iteration 53F: 3 clusters Score -577314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4473.448730 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4473.449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4283.117188 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4283.117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4348.939941 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4348.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4377.967285 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4377.967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4399.113281 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4399.113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4401.317383 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4401.317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4402.938477 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -4402.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4404.309570 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -4404.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4407.004883 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -4407.005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4407.004883 Penalty: 438.645630
	Iteration 8F: 3 clusters Score -4407.005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -49056.214844 Penalty: 307.068573
	Iteration 0F: 2 clusters Score -49056.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -48349.789062 Penalty: 614.137146
	Iteration 0F: 3 clusters Score -48349.79 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -48608.789062 Penalty: 614.137146
	Iteration 1F: 3 clusters Score -48608.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -48663.058594 Penalty: 614.137146
	Iteration 2F: 3 clusters Score -48663.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48710.863281 Penalty: 614.137146
	Iteration 3F: 3 clusters Score -48710.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48762.980469 Penalty: 614.137146
	Iteration 4F: 3 clusters Score -48762.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48792.257812 Penalty: 614.137146
	Iteration 5Q: 3 clusters Score -48792.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -48813.511719 Penalty: 614.137146
	Iteration 6Q: 3 clusters Score -48813.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48833.347656 Penalty: 614.137146
	Iteration 7Q: 3 clusters Score -48833.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48846.921875 Penalty: 614.137146
	Iteration 8Q: 3 clusters Score -48846.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48858.289062 Penalty: 614.137146
	Iteration 9Q: 3 clusters Score -48858.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48867.753906 Penalty: 614.137146
	Iteration 10Q: 3 clusters Score -48867.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48868.878906 Penalty: 614.137146
	Iteration 11Q: 3 clusters Score -48868.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48868.878906 Penalty: 614.137146
	Iteration 12F: 3 clusters Score -48868.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -188563.328125 Penalty: 362.637238
	Iteration 0F: 2 clusters Score -188563.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -186568.734375 Penalty: 725.274475
	Iteration 0F: 3 clusters Score -186568.7 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -187258.968750 Penalty: 725.274475
	Iteration 1F: 3 clusters Score -187259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -187368.609375 Penalty: 725.274475
	Iteration 2F: 3 clusters Score -187368.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -187486.843750 Penalty: 725.274475
	Iteration 3F: 3 clusters Score -187486.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -187630.031250 Penalty: 725.274475
	Iteration 4F: 3 clusters Score -187630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -187766.515625 Penalty: 725.274475
	Iteration 5F: 3 clusters Score -187766.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -187912.000000 Penalty: 725.274475
	Iteration 6F: 3 clusters Score -187912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -188047.968750 Penalty: 725.274475
	Iteration 7Q: 3 clusters Score -188048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -188127.562500 Penalty: 725.274475
	Iteration 8Q: 3 clusters Score -188127.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -188186.781250 Penalty: 725.274475
	Iteration 9Q: 3 clusters Score -188186.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -188231.718750 Penalty: 725.274475
	Iteration 10Q: 3 clusters Score -188231.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -188273.093750 Penalty: 725.274475
	Iteration 11Q: 3 clusters Score -188273.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -188312.875000 Penalty: 725.274475
	Iteration 12Q: 3 clusters Score -188312.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -188332.515625 Penalty: 725.274475
	Iteration 13Q: 3 clusters Score -188332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -188339.046875 Penalty: 725.274475
	Iteration 14Q: 3 clusters Score -188339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -188343.125000 Penalty: 725.274475
	Iteration 15Q: 3 clusters Score -188343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -188346.046875 Penalty: 725.274475
	Iteration 16Q: 3 clusters Score -188346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -188346.828125 Penalty: 725.274475
	Iteration 17Q: 3 clusters Score -188346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -188347.046875 Penalty: 725.274475
	Iteration 18Q: 3 clusters Score -188347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -188347.265625 Penalty: 725.274475
	Iteration 19Q: 3 clusters Score -188347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -188347.265625 Penalty: 725.274475
	Iteration 20F: 3 clusters Score -188347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (79385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Entering Unmasked Estep 
Score: -4959876.500000 Penalty: 513.333923
	Iteration 0F: 2 clusters Score -4959876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4906294.500000 Penalty: 1026.667847
	Iteration 0F: 3 clusters Score -4906294 nChanged 38586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -4930925.500000 Penalty: 1026.667847
	Iteration 1F: 3 clusters Score -4930926 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -4932877.500000 Penalty: 1026.667847
	Iteration 2F: 3 clusters Score -4932878 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -4935953.500000 Penalty: 1026.667847
	Iteration 3F: 3 clusters Score -4935954 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -4940163.500000 Penalty: 1026.667847
	Iteration 4F: 3 clusters Score -4940164 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -4944429.000000 Penalty: 1026.667847
	Iteration 5F: 3 clusters Score -4944429 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -4947309.500000 Penalty: 1026.667847
	Iteration 6F: 3 clusters Score -4947310 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -4948646.000000 Penalty: 1026.667847
	Iteration 7Q: 3 clusters Score -4948646 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -4949538.500000 Penalty: 1026.667847
	Iteration 8Q: 3 clusters Score -4949538 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -4950366.500000 Penalty: 1026.667847
	Iteration 9Q: 3 clusters Score -4950366 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -4951200.500000 Penalty: 1026.667847
	Iteration 10Q: 3 clusters Score -4951200 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -4952057.000000 Penalty: 1026.667847
	Iteration 11Q: 3 clusters Score -4952057 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -4952877.000000 Penalty: 1026.667847
	Iteration 12Q: 3 clusters Score -4952877 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -4953665.500000 Penalty: 1026.667847
	Iteration 13Q: 3 clusters Score -4953666 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -4954479.500000 Penalty: 1026.667847
	Iteration 14Q: 3 clusters Score -4954480 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -4955222.000000 Penalty: 1026.667847
	Iteration 15Q: 3 clusters Score -4955222 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -4955856.500000 Penalty: 1026.667847
	Iteration 16Q: 3 clusters Score -4955856 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -4956576.500000 Penalty: 1026.667847
	Iteration 17Q: 3 clusters Score -4956576 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -4957150.500000 Penalty: 1026.667847
	Iteration 18Q: 3 clusters Score -4957150 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -4957746.500000 Penalty: 1026.667847
	Iteration 19Q: 3 clusters Score -4957746 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -4958226.000000 Penalty: 1026.667847
	Iteration 20F: 3 clusters Score -4958226 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -4958669.000000 Penalty: 1026.667847
	Iteration 21Q: 3 clusters Score -4958669 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -4958963.500000 Penalty: 1026.667847
	Iteration 22Q: 3 clusters Score -4958964 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -4959140.000000 Penalty: 1026.667847
	Iteration 23Q: 3 clusters Score -4959140 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -4959258.500000 Penalty: 1026.667847
	Iteration 24Q: 3 clusters Score -4959258 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -4959358.000000 Penalty: 1026.667847
	Iteration 25Q: 3 clusters Score -4959358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -4959406.000000 Penalty: 1026.667847
	Iteration 26Q: 3 clusters Score -4959406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -4959432.000000 Penalty: 1026.667847
	Iteration 27Q: 3 clusters Score -4959432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -4959454.500000 Penalty: 1026.667847
	Iteration 28Q: 3 clusters Score -4959454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -4959468.000000 Penalty: 1026.667847
	Iteration 29Q: 3 clusters Score -4959468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -4959483.500000 Penalty: 1026.667847
	Iteration 30Q: 3 clusters Score -4959484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -4959505.500000 Penalty: 1026.667847
	Iteration 31Q: 3 clusters Score -4959506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -4959515.000000 Penalty: 1026.667847
	Iteration 32Q: 3 clusters Score -4959515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -4959512.500000 Penalty: 1026.667847
	Iteration 33Q: 3 clusters Score -4959512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -4959516.500000 Penalty: 1026.667847
	Iteration 34Q: 3 clusters Score -4959516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -4959513.500000 Penalty: 1026.667847
	Iteration 35Q: 3 clusters Score -4959514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -4959524.500000 Penalty: 1026.667847
	Iteration 36Q: 3 clusters Score -4959524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -4959518.000000 Penalty: 1026.667847
	Iteration 37Q: 3 clusters Score -4959518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -4959519.500000 Penalty: 1026.667847
	Iteration 38Q: 3 clusters Score -4959520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -4959521.000000 Penalty: 1026.667847
	Iteration 39Q: 3 clusters Score -4959521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -4959523.000000 Penalty: 1026.667847
	Iteration 40F: 3 clusters Score -4959523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -4959522.500000 Penalty: 1026.667847
	Iteration 41Q: 3 clusters Score -4959522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -4959522.500000 Penalty: 1026.667847
	Iteration 42F: 3 clusters Score -4959522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (88995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Entering Unmasked Estep 
Score: -5531281.500000 Penalty: 518.533264
	Iteration 0F: 2 clusters Score -5531282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5478789.000000 Penalty: 1037.066528
	Iteration 0F: 3 clusters Score -5478789 nChanged 43359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5506839.000000 Penalty: 1037.066528
	Iteration 1F: 3 clusters Score -5506839 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -5509255.500000 Penalty: 1037.066528
	Iteration 2F: 3 clusters Score -5509256 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -5512857.500000 Penalty: 1037.066528
	Iteration 3F: 3 clusters Score -5512858 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -5517380.500000 Penalty: 1037.066528
	Iteration 4F: 3 clusters Score -5517380 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -5521505.500000 Penalty: 1037.066528
	Iteration 5F: 3 clusters Score -5521506 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -5524309.000000 Penalty: 1037.066528
	Iteration 6F: 3 clusters Score -5524309 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -5525897.000000 Penalty: 1037.066528
	Iteration 7Q: 3 clusters Score -5525897 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -5526847.500000 Penalty: 1037.066528
	Iteration 8Q: 3 clusters Score -5526848 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -5527661.000000 Penalty: 1037.066528
	Iteration 9Q: 3 clusters Score -5527661 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -5528537.500000 Penalty: 1037.066528
	Iteration 10Q: 3 clusters Score -5528538 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -5529401.000000 Penalty: 1037.066528
	Iteration 11Q: 3 clusters Score -5529401 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -5530363.000000 Penalty: 1037.066528
	Iteration 12Q: 3 clusters Score -5530363 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -5530926.500000 Penalty: 1037.066528
	Iteration 13Q: 3 clusters Score -5530926 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -5531249.000000 Penalty: 1037.066528
	Iteration 14Q: 3 clusters Score -5531249 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -5531339.500000 Penalty: 1037.066528
	Iteration 15Q: 3 clusters Score -5531340 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -5531309.000000 Penalty: 1037.066528
	Iteration 16Q: 3 clusters Score -5531309 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -5531179.500000 Penalty: 1037.066528
	Iteration 17Q: 3 clusters Score -5531180 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -5531063.000000 Penalty: 1037.066528
	Iteration 18Q: 3 clusters Score -5531063 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -5531020.500000 Penalty: 1037.066528
	Iteration 19Q: 3 clusters Score -5531020 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -5531081.000000 Penalty: 1037.066528
	Iteration 20F: 3 clusters Score -5531081 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -5531052.500000 Penalty: 1037.066528
	Iteration 21Q: 3 clusters Score -5531052 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -5531007.500000 Penalty: 1037.066528
	Iteration 22Q: 3 clusters Score -5531008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -5531049.000000 Penalty: 1037.066528
	Iteration 23Q: 3 clusters Score -5531049 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -5530996.000000 Penalty: 1037.066528
	Iteration 24Q: 3 clusters Score -5530996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -5530996.500000 Penalty: 1037.066528
	Iteration 25Q: 3 clusters Score -5530996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -5531005.500000 Penalty: 1037.066528
	Iteration 26Q: 3 clusters Score -5531006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -5530957.000000 Penalty: 1037.066528
	Iteration 27Q: 3 clusters Score -5530957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 88524 members 
Entering Unmasked Estep 
Score: -5530964.500000 Penalty: 1037.066528
	Iteration 28Q: 3 clusters Score -5530964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -5530971.000000 Penalty: 1037.066528
	Iteration 29Q: 3 clusters Score -5530971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -5530954.500000 Penalty: 1037.066528
	Iteration 30Q: 3 clusters Score -5530954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -5530974.500000 Penalty: 1037.066528
	Iteration 31Q: 3 clusters Score -5530974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -5530977.000000 Penalty: 1037.066528
	Iteration 32Q: 3 clusters Score -5530977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -5530985.000000 Penalty: 1037.066528
	Iteration 33Q: 3 clusters Score -5530985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -5530981.000000 Penalty: 1037.066528
	Iteration 34Q: 3 clusters Score -5530981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -5530974.500000 Penalty: 1037.066528
	Iteration 35Q: 3 clusters Score -5530974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -5530980.500000 Penalty: 1037.066528
	Iteration 36Q: 3 clusters Score -5530980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -5530981.500000 Penalty: 1037.066528
	Iteration 37Q: 3 clusters Score -5530982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -5530984.500000 Penalty: 1037.066528
	Iteration 38Q: 3 clusters Score -5530984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -5530986.500000 Penalty: 1037.066528
	Iteration 39Q: 3 clusters Score -5530986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -5530985.500000 Penalty: 1037.066528
	Iteration 40F: 3 clusters Score -5530986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -5530986.500000 Penalty: 1037.066528
	Iteration 41Q: 3 clusters Score -5530986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -5530976.000000 Penalty: 1037.066528
	Iteration 42Q: 3 clusters Score -5530976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -5530966.000000 Penalty: 1037.066528
	Iteration 43Q: 3 clusters Score -5530966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -5530970.500000 Penalty: 1037.066528
	Iteration 44Q: 3 clusters Score -5530970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -5530969.500000 Penalty: 1037.066528
	Iteration 45Q: 3 clusters Score -5530970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -5530975.500000 Penalty: 1037.066528
	Iteration 46Q: 3 clusters Score -5530976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -5530975.500000 Penalty: 1037.066528
	Iteration 47F: 3 clusters Score -5530976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Entering Unmasked Estep 
Score: -2851408.250000 Penalty: 486.162842
	Iteration 0F: 2 clusters Score -2851408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2822932.750000 Penalty: 972.325684
	Iteration 0F: 3 clusters Score -2822933 nChanged 21287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2835823.750000 Penalty: 972.325684
	Iteration 1F: 3 clusters Score -2835824 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2836454.500000 Penalty: 972.325684
	Iteration 2Q: 3 clusters Score -2836454 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2837404.000000 Penalty: 972.325684
	Iteration 3Q: 3 clusters Score -2837404 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2838893.500000 Penalty: 972.325684
	Iteration 4F: 3 clusters Score -2838894 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2841039.250000 Penalty: 972.325684
	Iteration 5F: 3 clusters Score -2841039 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -2843391.750000 Penalty: 972.325684
	Iteration 6F: 3 clusters Score -2843392 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -2845245.000000 Penalty: 972.325684
	Iteration 7F: 3 clusters Score -2845245 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -2846393.500000 Penalty: 972.325684
	Iteration 8Q: 3 clusters Score -2846394 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -2847020.750000 Penalty: 972.325684
	Iteration 9Q: 3 clusters Score -2847021 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -2847491.500000 Penalty: 972.325684
	Iteration 10Q: 3 clusters Score -2847492 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -2847854.750000 Penalty: 972.325684
	Iteration 11Q: 3 clusters Score -2847855 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -2848278.000000 Penalty: 972.325684
	Iteration 12Q: 3 clusters Score -2848278 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -2848658.750000 Penalty: 972.325684
	Iteration 13Q: 3 clusters Score -2848659 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -2849041.500000 Penalty: 972.325684
	Iteration 14Q: 3 clusters Score -2849042 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -2849486.500000 Penalty: 972.325684
	Iteration 15Q: 3 clusters Score -2849486 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -2849820.250000 Penalty: 972.325684
	Iteration 16Q: 3 clusters Score -2849820 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -2850087.500000 Penalty: 972.325684
	Iteration 17Q: 3 clusters Score -2850088 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -2850340.500000 Penalty: 972.325684
	Iteration 18Q: 3 clusters Score -2850340 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -2850529.000000 Penalty: 972.325684
	Iteration 19Q: 3 clusters Score -2850529 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -2850660.000000 Penalty: 972.325684
	Iteration 20F: 3 clusters Score -2850660 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -2850776.750000 Penalty: 972.325684
	Iteration 21Q: 3 clusters Score -2850777 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -2850859.000000 Penalty: 972.325684
	Iteration 22Q: 3 clusters Score -2850859 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -2850911.750000 Penalty: 972.325684
	Iteration 23Q: 3 clusters Score -2850912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -2850938.750000 Penalty: 972.325684
	Iteration 24Q: 3 clusters Score -2850939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -2850958.500000 Penalty: 972.325684
	Iteration 25Q: 3 clusters Score -2850958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -2850977.250000 Penalty: 972.325684
	Iteration 26Q: 3 clusters Score -2850977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -2851005.250000 Penalty: 972.325684
	Iteration 27Q: 3 clusters Score -2851005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -2851015.750000 Penalty: 972.325684
	Iteration 28Q: 3 clusters Score -2851016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -2851027.500000 Penalty: 972.325684
	Iteration 29Q: 3 clusters Score -2851028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -2851029.250000 Penalty: 972.325684
	Iteration 30Q: 3 clusters Score -2851029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -2851030.000000 Penalty: 972.325684
	Iteration 31Q: 3 clusters Score -2851030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -2851030.500000 Penalty: 972.325684
	Iteration 32Q: 3 clusters Score -2851030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -2851029.000000 Penalty: 972.325684
	Iteration 33Q: 3 clusters Score -2851029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -2851033.250000 Penalty: 972.325684
	Iteration 34Q: 3 clusters Score -2851033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -2851030.500000 Penalty: 972.325684
	Iteration 35Q: 3 clusters Score -2851030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -2851030.750000 Penalty: 972.325684
	Iteration 36Q: 3 clusters Score -2851031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -2851030.750000 Penalty: 972.325684
	Iteration 37F: 3 clusters Score -2851031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Entering Unmasked Estep 
Score: -2902951.750000 Penalty: 487.552521
	Iteration 0F: 2 clusters Score -2902952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2872844.000000 Penalty: 975.105042
	Iteration 0F: 3 clusters Score -2872844 nChanged 21789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2887674.750000 Penalty: 975.105042
	Iteration 1F: 3 clusters Score -2887675 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2890071.000000 Penalty: 975.105042
	Iteration 2F: 3 clusters Score -2890071 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2893217.000000 Penalty: 975.105042
	Iteration 3F: 3 clusters Score -2893217 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2896160.750000 Penalty: 975.105042
	Iteration 4F: 3 clusters Score -2896161 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2897861.250000 Penalty: 975.105042
	Iteration 5F: 3 clusters Score -2897861 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2898516.250000 Penalty: 975.105042
	Iteration 6Q: 3 clusters Score -2898516 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2898925.750000 Penalty: 975.105042
	Iteration 7Q: 3 clusters Score -2898926 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2899237.000000 Penalty: 975.105042
	Iteration 8Q: 3 clusters Score -2899237 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2899451.500000 Penalty: 975.105042
	Iteration 9Q: 3 clusters Score -2899452 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2899630.250000 Penalty: 975.105042
	Iteration 10Q: 3 clusters Score -2899630 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2899730.250000 Penalty: 975.105042
	Iteration 11Q: 3 clusters Score -2899730 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2899799.250000 Penalty: 975.105042
	Iteration 12Q: 3 clusters Score -2899799 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2899845.750000 Penalty: 975.105042
	Iteration 13Q: 3 clusters Score -2899846 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2899903.750000 Penalty: 975.105042
	Iteration 14Q: 3 clusters Score -2899904 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2899949.250000 Penalty: 975.105042
	Iteration 15Q: 3 clusters Score -2899949 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2899966.750000 Penalty: 975.105042
	Iteration 16Q: 3 clusters Score -2899967 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2899993.250000 Penalty: 975.105042
	Iteration 17Q: 3 clusters Score -2899993 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2900006.000000 Penalty: 975.105042
	Iteration 18Q: 3 clusters Score -2900006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2900008.250000 Penalty: 975.105042
	Iteration 19Q: 3 clusters Score -2900008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2900015.000000 Penalty: 975.105042
	Iteration 20F: 3 clusters Score -2900015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2900020.000000 Penalty: 975.105042
	Iteration 21Q: 3 clusters Score -2900020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2900024.500000 Penalty: 975.105042
	Iteration 22Q: 3 clusters Score -2900024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2900031.500000 Penalty: 975.105042
	Iteration 23Q: 3 clusters Score -2900032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2900030.250000 Penalty: 975.105042
	Iteration 24Q: 3 clusters Score -2900030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2900031.500000 Penalty: 975.105042
	Iteration 25Q: 3 clusters Score -2900032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2900029.750000 Penalty: 975.105042
	Iteration 26Q: 3 clusters Score -2900030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2900027.250000 Penalty: 975.105042
	Iteration 27Q: 3 clusters Score -2900027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2900030.500000 Penalty: 975.105042
	Iteration 28Q: 3 clusters Score -2900030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2900028.000000 Penalty: 975.105042
	Iteration 29Q: 3 clusters Score -2900028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2900026.750000 Penalty: 975.105042
	Iteration 30Q: 3 clusters Score -2900027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2900031.500000 Penalty: 975.105042
	Iteration 31Q: 3 clusters Score -2900032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2900030.250000 Penalty: 975.105042
	Iteration 32Q: 3 clusters Score -2900030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2900031.250000 Penalty: 975.105042
	Iteration 33Q: 3 clusters Score -2900031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2900030.500000 Penalty: 975.105042
	Iteration 34Q: 3 clusters Score -2900030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2900036.500000 Penalty: 975.105042
	Iteration 35Q: 3 clusters Score -2900036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2900037.000000 Penalty: 975.105042
	Iteration 36Q: 3 clusters Score -2900037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2900036.500000 Penalty: 975.105042
	Iteration 37Q: 3 clusters Score -2900036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2900041.000000 Penalty: 975.105042
	Iteration 38Q: 3 clusters Score -2900041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2900042.750000 Penalty: 975.105042
	Iteration 39Q: 3 clusters Score -2900043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2900041.500000 Penalty: 975.105042
	Iteration 40F: 3 clusters Score -2900042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2900038.750000 Penalty: 975.105042
	Iteration 41Q: 3 clusters Score -2900039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2900038.750000 Penalty: 975.105042
	Iteration 42F: 3 clusters Score -2900039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Entering Unmasked Estep 
Score: -1279926.125000 Penalty: 449.582520
	Iteration 0F: 2 clusters Score -1279926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1266849.875000 Penalty: 899.165039
	Iteration 0F: 3 clusters Score -1266850 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1272308.375000 Penalty: 899.165039
	Iteration 1F: 3 clusters Score -1272308 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1272843.250000 Penalty: 899.165039
	Iteration 2F: 3 clusters Score -1272843 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1273666.000000 Penalty: 899.165039
	Iteration 3F: 3 clusters Score -1273666 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1274834.000000 Penalty: 899.165039
	Iteration 4F: 3 clusters Score -1274834 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1276120.500000 Penalty: 899.165039
	Iteration 5F: 3 clusters Score -1276120 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1277087.750000 Penalty: 899.165039
	Iteration 6F: 3 clusters Score -1277088 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1277605.625000 Penalty: 899.165039
	Iteration 7Q: 3 clusters Score -1277606 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1277880.875000 Penalty: 899.165039
	Iteration 8Q: 3 clusters Score -1277881 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1278065.875000 Penalty: 899.165039
	Iteration 9Q: 3 clusters Score -1278066 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1278256.625000 Penalty: 899.165039
	Iteration 10Q: 3 clusters Score -1278257 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1278448.625000 Penalty: 899.165039
	Iteration 11Q: 3 clusters Score -1278449 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1278606.250000 Penalty: 899.165039
	Iteration 12Q: 3 clusters Score -1278606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1278757.625000 Penalty: 899.165039
	Iteration 13Q: 3 clusters Score -1278758 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1278876.250000 Penalty: 899.165039
	Iteration 14Q: 3 clusters Score -1278876 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1278963.875000 Penalty: 899.165039
	Iteration 15Q: 3 clusters Score -1278964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1279046.375000 Penalty: 899.165039
	Iteration 16Q: 3 clusters Score -1279046 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1279093.250000 Penalty: 899.165039
	Iteration 17Q: 3 clusters Score -1279093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1279133.500000 Penalty: 899.165039
	Iteration 18Q: 3 clusters Score -1279134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1279156.000000 Penalty: 899.165039
	Iteration 19Q: 3 clusters Score -1279156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1279178.375000 Penalty: 899.165039
	Iteration 20F: 3 clusters Score -1279178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1279189.875000 Penalty: 899.165039
	Iteration 21Q: 3 clusters Score -1279190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1279201.625000 Penalty: 899.165039
	Iteration 22Q: 3 clusters Score -1279202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1279211.500000 Penalty: 899.165039
	Iteration 23Q: 3 clusters Score -1279212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1279221.250000 Penalty: 899.165039
	Iteration 24Q: 3 clusters Score -1279221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1279231.500000 Penalty: 899.165039
	Iteration 25Q: 3 clusters Score -1279232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1279241.500000 Penalty: 899.165039
	Iteration 26Q: 3 clusters Score -1279242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1279249.625000 Penalty: 899.165039
	Iteration 27Q: 3 clusters Score -1279250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1279260.625000 Penalty: 899.165039
	Iteration 28Q: 3 clusters Score -1279261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1279270.000000 Penalty: 899.165039
	Iteration 29Q: 3 clusters Score -1279270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1279281.375000 Penalty: 899.165039
	Iteration 30Q: 3 clusters Score -1279281 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1279289.000000 Penalty: 899.165039
	Iteration 31Q: 3 clusters Score -1279289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1279297.250000 Penalty: 899.165039
	Iteration 32Q: 3 clusters Score -1279297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1279304.625000 Penalty: 899.165039
	Iteration 33Q: 3 clusters Score -1279305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1279311.875000 Penalty: 899.165039
	Iteration 34Q: 3 clusters Score -1279312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1279321.500000 Penalty: 899.165039
	Iteration 35Q: 3 clusters Score -1279322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1279332.500000 Penalty: 899.165039
	Iteration 36Q: 3 clusters Score -1279332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1279336.625000 Penalty: 899.165039
	Iteration 37Q: 3 clusters Score -1279337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1279345.875000 Penalty: 899.165039
	Iteration 38Q: 3 clusters Score -1279346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1279354.875000 Penalty: 899.165039
	Iteration 39Q: 3 clusters Score -1279355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1279359.125000 Penalty: 899.165039
	Iteration 40F: 3 clusters Score -1279359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1279366.500000 Penalty: 899.165039
	Iteration 41Q: 3 clusters Score -1279366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1279370.625000 Penalty: 899.165039
	Iteration 42Q: 3 clusters Score -1279371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1279382.125000 Penalty: 899.165039
	Iteration 43Q: 3 clusters Score -1279382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1279389.250000 Penalty: 899.165039
	Iteration 44Q: 3 clusters Score -1279389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1279389.500000 Penalty: 899.165039
	Iteration 45Q: 3 clusters Score -1279390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1279400.000000 Penalty: 899.165039
	Iteration 46Q: 3 clusters Score -1279400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1279406.250000 Penalty: 899.165039
	Iteration 47Q: 3 clusters Score -1279406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1279411.750000 Penalty: 899.165039
	Iteration 48Q: 3 clusters Score -1279412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1279414.125000 Penalty: 899.165039
	Iteration 49Q: 3 clusters Score -1279414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1279417.750000 Penalty: 899.165039
	Iteration 50Q: 3 clusters Score -1279418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1279421.625000 Penalty: 899.165039
	Iteration 51Q: 3 clusters Score -1279422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1279421.625000 Penalty: 899.165039
	Iteration 52Q: 3 clusters Score -1279422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1279425.375000 Penalty: 899.165039
	Iteration 53Q: 3 clusters Score -1279425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1279432.125000 Penalty: 899.165039
	Iteration 54Q: 3 clusters Score -1279432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1279438.500000 Penalty: 899.165039
	Iteration 55Q: 3 clusters Score -1279438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1279439.875000 Penalty: 899.165039
	Iteration 56Q: 3 clusters Score -1279440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1279442.750000 Penalty: 899.165039
	Iteration 57Q: 3 clusters Score -1279443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1279449.750000 Penalty: 899.165039
	Iteration 58Q: 3 clusters Score -1279450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1279459.750000 Penalty: 899.165039
	Iteration 59Q: 3 clusters Score -1279460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1279460.250000 Penalty: 899.165039
	Iteration 60F: 3 clusters Score -1279460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1279465.500000 Penalty: 899.165039
	Iteration 61Q: 3 clusters Score -1279466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1279470.250000 Penalty: 899.165039
	Iteration 62Q: 3 clusters Score -1279470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1279481.250000 Penalty: 899.165039
	Iteration 63Q: 3 clusters Score -1279481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1279492.250000 Penalty: 899.165039
	Iteration 64Q: 3 clusters Score -1279492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1279497.125000 Penalty: 899.165039
	Iteration 65Q: 3 clusters Score -1279497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1279506.750000 Penalty: 899.165039
	Iteration 66Q: 3 clusters Score -1279507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1279513.000000 Penalty: 899.165039
	Iteration 67Q: 3 clusters Score -1279513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1279524.000000 Penalty: 899.165039
	Iteration 68Q: 3 clusters Score -1279524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1279527.625000 Penalty: 899.165039
	Iteration 69Q: 3 clusters Score -1279528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1279531.625000 Penalty: 899.165039
	Iteration 70Q: 3 clusters Score -1279532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1279532.875000 Penalty: 899.165039
	Iteration 71Q: 3 clusters Score -1279533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1279536.000000 Penalty: 899.165039
	Iteration 72Q: 3 clusters Score -1279536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1279541.750000 Penalty: 899.165039
	Iteration 73Q: 3 clusters Score -1279542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1279542.625000 Penalty: 899.165039
	Iteration 74Q: 3 clusters Score -1279543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1279542.375000 Penalty: 899.165039
	Iteration 75Q: 3 clusters Score -1279542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1279543.750000 Penalty: 899.165039
	Iteration 76Q: 3 clusters Score -1279544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1279544.625000 Penalty: 899.165039
	Iteration 77Q: 3 clusters Score -1279545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1279546.750000 Penalty: 899.165039
	Iteration 78Q: 3 clusters Score -1279547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1279548.875000 Penalty: 899.165039
	Iteration 79Q: 3 clusters Score -1279549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1279549.000000 Penalty: 899.165039
	Iteration 80F: 3 clusters Score -1279549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1279553.375000 Penalty: 899.165039
	Iteration 81Q: 3 clusters Score -1279553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1279550.875000 Penalty: 899.165039
	Iteration 82Q: 3 clusters Score -1279551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1279550.000000 Penalty: 899.165039
	Iteration 83Q: 3 clusters Score -1279550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1279549.500000 Penalty: 899.165039
	Iteration 84Q: 3 clusters Score -1279550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1279549.000000 Penalty: 899.165039
	Iteration 85Q: 3 clusters Score -1279549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1279547.750000 Penalty: 899.165039
	Iteration 86Q: 3 clusters Score -1279548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1279549.375000 Penalty: 899.165039
	Iteration 87Q: 3 clusters Score -1279549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1279549.625000 Penalty: 899.165039
	Iteration 88Q: 3 clusters Score -1279550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1279549.750000 Penalty: 899.165039
	Iteration 89Q: 3 clusters Score -1279550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1279548.500000 Penalty: 899.165039
	Iteration 90Q: 3 clusters Score -1279548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1279550.250000 Penalty: 899.165039
	Iteration 91Q: 3 clusters Score -1279550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1279550.250000 Penalty: 899.165039
	Iteration 92Q: 3 clusters Score -1279550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1279550.625000 Penalty: 899.165039
	Iteration 93Q: 3 clusters Score -1279551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1279550.375000 Penalty: 899.165039
	Iteration 94Q: 3 clusters Score -1279550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1279551.625000 Penalty: 899.165039
	Iteration 95Q: 3 clusters Score -1279552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1279552.375000 Penalty: 899.165039
	Iteration 96Q: 3 clusters Score -1279552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1279552.000000 Penalty: 899.165039
	Iteration 97Q: 3 clusters Score -1279552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1279551.750000 Penalty: 899.165039
	Iteration 98Q: 3 clusters Score -1279552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1279551.375000 Penalty: 899.165039
	Iteration 99Q: 3 clusters Score -1279551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1279551.875000 Penalty: 899.165039
	Iteration 100F: 3 clusters Score -1279552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1279556.250000 Penalty: 899.165039
	Iteration 101Q: 3 clusters Score -1279556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1279553.750000 Penalty: 899.165039
	Iteration 102Q: 3 clusters Score -1279554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1279554.500000 Penalty: 899.165039
	Iteration 103Q: 3 clusters Score -1279554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1279558.000000 Penalty: 899.165039
	Iteration 104Q: 3 clusters Score -1279558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1279558.250000 Penalty: 899.165039
	Iteration 105Q: 3 clusters Score -1279558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1279558.500000 Penalty: 899.165039
	Iteration 106Q: 3 clusters Score -1279558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1279559.750000 Penalty: 899.165039
	Iteration 107Q: 3 clusters Score -1279560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1279556.875000 Penalty: 899.165039
	Iteration 108Q: 3 clusters Score -1279557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1279557.375000 Penalty: 899.165039
	Iteration 109Q: 3 clusters Score -1279557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1279559.000000 Penalty: 899.165039
	Iteration 110Q: 3 clusters Score -1279559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1279559.875000 Penalty: 899.165039
	Iteration 111Q: 3 clusters Score -1279560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1279559.875000 Penalty: 899.165039
	Iteration 112F: 3 clusters Score -1279560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 24089 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 27776 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 85973 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 5121 members 
Mstep: Class 11 contains 25621 members 
Mstep: Class 12 contains 40460 members 
Mstep: Class 13 contains 41079 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 6008 members 
Mstep: Class 16 contains 26877 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 4961 members 
Mstep: Class 21 contains 76435 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 9153 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 79385 members 
Mstep: Class 28 contains 88995 members 
Mstep: Class 29 contains 43691 members 
Mstep: Class 30 contains 45046 members 
Mstep: Class 31 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239900.000000 Penalty: 18977.085938
Iteration 159Q: 32 clusters Score -4.22399e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 27820 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 85871 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 25541 members 
Mstep: Class 12 contains 40441 members 
Mstep: Class 13 contains 41069 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 26875 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 76144 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 79810 members 
Mstep: Class 28 contains 88996 members 
Mstep: Class 29 contains 43721 members 
Mstep: Class 30 contains 45020 members 
Mstep: Class 31 contains 19524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239940.000000 Penalty: 18977.085938
Iteration 160F: 32 clusters Score -4.223994e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 23974 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 27871 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 85750 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5129 members 
Mstep: Class 11 contains 25442 members 
Mstep: Class 12 contains 40444 members 
Mstep: Class 13 contains 41065 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 16 contains 26868 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 75898 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 9259 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 80160 members 
Mstep: Class 28 contains 89023 members 
Mstep: Class 29 contains 43738 members 
Mstep: Class 30 contains 44997 members 
Mstep: Class 31 contains 19499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239712.000000 Penalty: 18977.085938
Iteration 161Q: 32 clusters Score -4.223971e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 23920 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 27931 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 85640 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 25360 members 
Mstep: Class 12 contains 40458 members 
Mstep: Class 13 contains 41067 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 5955 members 
Mstep: Class 16 contains 26869 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 75634 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 80449 members 
Mstep: Class 28 contains 89043 members 
Mstep: Class 29 contains 43760 members 
Mstep: Class 30 contains 44978 members 
Mstep: Class 31 contains 19471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239648.000000 Penalty: 18977.085938
Iteration 162Q: 32 clusters Score -4.223965e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 23874 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 27985 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 85575 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 25280 members 
Mstep: Class 12 contains 40500 members 
Mstep: Class 13 contains 41071 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 26867 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 5092 members 
Mstep: Class 21 contains 75338 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 9414 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 80691 members 
Mstep: Class 28 contains 89065 members 
Mstep: Class 29 contains 43771 members 
Mstep: Class 30 contains 44962 members 
Mstep: Class 31 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239452.000000 Penalty: 18977.085938
Iteration 163Q: 32 clusters Score -4.223945e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 23833 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 28045 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 85510 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 25219 members 
Mstep: Class 12 contains 40550 members 
Mstep: Class 13 contains 41073 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 5901 members 
Mstep: Class 16 contains 26869 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 75038 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 80884 members 
Mstep: Class 28 contains 89086 members 
Mstep: Class 29 contains 43788 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 19441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239224.000000 Penalty: 18977.085938
Iteration 164Q: 32 clusters Score -4.223922e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 23795 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 28114 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 85460 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 25206 members 
Mstep: Class 12 contains 40612 members 
Mstep: Class 13 contains 41077 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 5885 members 
Mstep: Class 16 contains 26870 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5124 members 
Mstep: Class 21 contains 74675 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 9585 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 81092 members 
Mstep: Class 28 contains 89092 members 
Mstep: Class 29 contains 43808 members 
Mstep: Class 30 contains 44915 members 
Mstep: Class 31 contains 19420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238936.000000 Penalty: 18977.085938
Iteration 165Q: 32 clusters Score -4.223894e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 23753 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 28177 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 85394 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 25242 members 
Mstep: Class 12 contains 40688 members 
Mstep: Class 13 contains 41069 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 5871 members 
Mstep: Class 16 contains 26872 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5139 members 
Mstep: Class 21 contains 74295 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 9668 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 81266 members 
Mstep: Class 28 contains 89093 members 
Mstep: Class 29 contains 43830 members 
Mstep: Class 30 contains 44913 members 
Mstep: Class 31 contains 19398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238688.000000 Penalty: 18977.085938
Iteration 166Q: 32 clusters Score -4.223869e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 23709 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 28241 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 85326 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 25328 members 
Mstep: Class 12 contains 40774 members 
Mstep: Class 13 contains 41068 members 
Mstep: Class 14 contains 4933 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 26873 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5156 members 
Mstep: Class 21 contains 73900 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 9750 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2914 members 
Mstep: Class 27 contains 81383 members 
Mstep: Class 28 contains 89105 members 
Mstep: Class 29 contains 43840 members 
Mstep: Class 30 contains 44920 members 
Mstep: Class 31 contains 19385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238280.000000 Penalty: 18977.085938
Iteration 167Q: 32 clusters Score -4.223828e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 23680 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 28301 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 85270 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 25506 members 
Mstep: Class 12 contains 40845 members 
Mstep: Class 13 contains 41067 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 26869 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5171 members 
Mstep: Class 21 contains 73496 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 9856 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 81391 members 
Mstep: Class 28 contains 89114 members 
Mstep: Class 29 contains 43845 members 
Mstep: Class 30 contains 44945 members 
Mstep: Class 31 contains 19375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237916.000000 Penalty: 18977.085938
Iteration 168Q: 32 clusters Score -4.223792e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 23650 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 28369 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 85225 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 25712 members 
Mstep: Class 12 contains 40985 members 
Mstep: Class 13 contains 41074 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 26865 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5191 members 
Mstep: Class 21 contains 73046 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 81327 members 
Mstep: Class 28 contains 89115 members 
Mstep: Class 29 contains 43850 members 
Mstep: Class 30 contains 44968 members 
Mstep: Class 31 contains 19373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237500.000000 Penalty: 18977.085938
Iteration 169Q: 32 clusters Score -4.22375e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23621 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 28418 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 85205 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 25951 members 
Mstep: Class 12 contains 41138 members 
Mstep: Class 13 contains 41083 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 5799 members 
Mstep: Class 16 contains 26867 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 72546 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 10055 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 81237 members 
Mstep: Class 28 contains 89124 members 
Mstep: Class 29 contains 43848 members 
Mstep: Class 30 contains 45016 members 
Mstep: Class 31 contains 19372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237176.000000 Penalty: 18977.085938
Iteration 170Q: 32 clusters Score -4.223718e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 28479 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 85217 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 26182 members 
Mstep: Class 12 contains 41296 members 
Mstep: Class 13 contains 41088 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 26872 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5246 members 
Mstep: Class 21 contains 72053 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10177 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 81115 members 
Mstep: Class 28 contains 89145 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 45069 members 
Mstep: Class 31 contains 19374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237132.000000 Penalty: 18977.085938
Iteration 171Q: 32 clusters Score -4.223713e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 23538 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 85218 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5253 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 41441 members 
Mstep: Class 13 contains 41099 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 26876 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 71584 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10295 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 80984 members 
Mstep: Class 28 contains 89153 members 
Mstep: Class 29 contains 43835 members 
Mstep: Class 30 contains 45112 members 
Mstep: Class 31 contains 19374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237088.000000 Penalty: 18977.085938
Iteration 172Q: 32 clusters Score -4.223709e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 23517 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 28638 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 85208 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 26683 members 
Mstep: Class 12 contains 41568 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 26875 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5285 members 
Mstep: Class 21 contains 71095 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10411 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 80828 members 
Mstep: Class 28 contains 89174 members 
Mstep: Class 29 contains 43830 members 
Mstep: Class 30 contains 45188 members 
Mstep: Class 31 contains 19374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236916.000000 Penalty: 18977.085938
Iteration 173Q: 32 clusters Score -4.223692e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 23482 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 28719 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 85189 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 26896 members 
Mstep: Class 12 contains 41704 members 
Mstep: Class 13 contains 41121 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 5788 members 
Mstep: Class 16 contains 26884 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 5312 members 
Mstep: Class 21 contains 70667 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10529 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 80652 members 
Mstep: Class 28 contains 89195 members 
Mstep: Class 29 contains 43820 members 
Mstep: Class 30 contains 45254 members 
Mstep: Class 31 contains 19375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236868.000000 Penalty: 18977.085938
Iteration 174Q: 32 clusters Score -4.223687e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 23447 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 28794 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 85182 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 27084 members 
Mstep: Class 12 contains 41849 members 
Mstep: Class 13 contains 41119 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 26897 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 5333 members 
Mstep: Class 21 contains 70256 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10649 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 80494 members 
Mstep: Class 28 contains 89209 members 
Mstep: Class 29 contains 43812 members 
Mstep: Class 30 contains 45330 members 
Mstep: Class 31 contains 19369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236776.000000 Penalty: 18977.085938
Iteration 175Q: 32 clusters Score -4.223678e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 28883 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 7 contains 85123 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5292 members 
Mstep: Class 11 contains 27301 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 41119 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 26907 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 69867 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 80343 members 
Mstep: Class 28 contains 89237 members 
Mstep: Class 29 contains 43805 members 
Mstep: Class 30 contains 45424 members 
Mstep: Class 31 contains 19361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236692.000000 Penalty: 18977.085938
Iteration 176Q: 32 clusters Score -4.223669e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 23382 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 28976 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 85058 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 27498 members 
Mstep: Class 12 contains 42119 members 
Mstep: Class 13 contains 41126 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 26919 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 69473 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 80210 members 
Mstep: Class 28 contains 89297 members 
Mstep: Class 29 contains 43799 members 
Mstep: Class 30 contains 45517 members 
Mstep: Class 31 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236720.000000 Penalty: 18977.085938
Iteration 177Q: 32 clusters Score -4.223672e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 23341 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 29058 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 85001 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 27735 members 
Mstep: Class 12 contains 42235 members 
Mstep: Class 13 contains 41134 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 26923 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5416 members 
Mstep: Class 21 contains 69082 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10901 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 80093 members 
Mstep: Class 28 contains 89336 members 
Mstep: Class 29 contains 43788 members 
Mstep: Class 30 contains 45621 members 
Mstep: Class 31 contains 19345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236532.000000 Penalty: 18977.085938
Iteration 178Q: 32 clusters Score -4.223653e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 23280 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 29159 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 84962 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 27987 members 
Mstep: Class 12 contains 42323 members 
Mstep: Class 13 contains 41143 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 5793 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5453 members 
Mstep: Class 21 contains 68681 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 10968 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 79966 members 
Mstep: Class 28 contains 89383 members 
Mstep: Class 29 contains 43772 members 
Mstep: Class 30 contains 45735 members 
Mstep: Class 31 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236528.000000 Penalty: 18977.085938
Iteration 179Q: 32 clusters Score -4.223653e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 23234 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 29248 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 84905 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 28218 members 
Mstep: Class 12 contains 42414 members 
Mstep: Class 13 contains 41153 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 26941 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 68305 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 11039 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 79841 members 
Mstep: Class 28 contains 89441 members 
Mstep: Class 29 contains 43759 members 
Mstep: Class 30 contains 45839 members 
Mstep: Class 31 contains 19345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236268.000000 Penalty: 18977.085938
Iteration 180F: 32 clusters Score -4.223627e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 23201 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 29336 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 84857 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 28467 members 
Mstep: Class 12 contains 42479 members 
Mstep: Class 13 contains 41160 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 26951 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 5494 members 
Mstep: Class 21 contains 67913 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 11100 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 79724 members 
Mstep: Class 28 contains 89485 members 
Mstep: Class 29 contains 43750 members 
Mstep: Class 30 contains 45951 members 
Mstep: Class 31 contains 19340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236140.000000 Penalty: 18977.085938
Iteration 181Q: 32 clusters Score -4.223614e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 23170 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 29403 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 84768 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 28782 members 
Mstep: Class 12 contains 42540 members 
Mstep: Class 13 contains 41164 members 
Mstep: Class 14 contains 5195 members 
Mstep: Class 15 contains 5821 members 
Mstep: Class 16 contains 26966 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 5515 members 
Mstep: Class 21 contains 67526 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 11159 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 79590 members 
Mstep: Class 28 contains 89530 members 
Mstep: Class 29 contains 43736 members 
Mstep: Class 30 contains 46060 members 
Mstep: Class 31 contains 19341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236140.000000 Penalty: 18977.085938
Iteration 182Q: 32 clusters Score -4.223614e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 84670 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 29117 members 
Mstep: Class 12 contains 42584 members 
Mstep: Class 13 contains 41168 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 26972 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 5528 members 
Mstep: Class 21 contains 67142 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 11217 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 79444 members 
Mstep: Class 28 contains 89552 members 
Mstep: Class 29 contains 43720 members 
Mstep: Class 30 contains 46183 members 
Mstep: Class 31 contains 19341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236164.000000 Penalty: 18977.085938
Iteration 183Q: 32 clusters Score -4.223616e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 23123 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 29561 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 84561 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 29439 members 
Mstep: Class 12 contains 42614 members 
Mstep: Class 13 contains 41174 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 5858 members 
Mstep: Class 16 contains 26978 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3924 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 66765 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 11285 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 79308 members 
Mstep: Class 28 contains 89608 members 
Mstep: Class 29 contains 43708 members 
Mstep: Class 30 contains 46304 members 
Mstep: Class 31 contains 19333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236004.000000 Penalty: 18977.085938
Iteration 184Q: 32 clusters Score -4.2236e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 23109 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 29623 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 84481 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 29765 members 
Mstep: Class 12 contains 42647 members 
Mstep: Class 13 contains 41172 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 15 contains 5881 members 
Mstep: Class 16 contains 26988 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 66380 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 11347 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 79170 members 
Mstep: Class 28 contains 89683 members 
Mstep: Class 29 contains 43694 members 
Mstep: Class 30 contains 46411 members 
Mstep: Class 31 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235932.000000 Penalty: 18977.085938
Iteration 185Q: 32 clusters Score -4.223593e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 23086 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 29676 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 84417 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 30106 members 
Mstep: Class 12 contains 42670 members 
Mstep: Class 13 contains 41181 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 27001 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 66023 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 11405 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 79017 members 
Mstep: Class 28 contains 89743 members 
Mstep: Class 29 contains 43681 members 
Mstep: Class 30 contains 46505 members 
Mstep: Class 31 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235776.000000 Penalty: 18977.085938
Iteration 186Q: 32 clusters Score -4.223578e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 29723 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 84384 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 30444 members 
Mstep: Class 12 contains 42704 members 
Mstep: Class 13 contains 41184 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 5928 members 
Mstep: Class 16 contains 27014 members 
Mstep: Class 17 contains 1547 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 65634 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 11451 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 78877 members 
Mstep: Class 28 contains 89790 members 
Mstep: Class 29 contains 43678 members 
Mstep: Class 30 contains 46607 members 
Mstep: Class 31 contains 19312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235832.000000 Penalty: 18977.085938
Iteration 187Q: 32 clusters Score -4.223583e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 23046 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2340 members 
Mstep: Class 5 contains 29756 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 84351 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 30747 members 
Mstep: Class 12 contains 42700 members 
Mstep: Class 13 contains 41193 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 5943 members 
Mstep: Class 16 contains 27027 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 65287 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78748 members 
Mstep: Class 28 contains 89851 members 
Mstep: Class 29 contains 43663 members 
Mstep: Class 30 contains 46708 members 
Mstep: Class 31 contains 19313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235824.000000 Penalty: 18977.085938
Iteration 188Q: 32 clusters Score -4.223582e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 23035 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 29801 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 84325 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 31049 members 
Mstep: Class 12 contains 42700 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 27051 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 1564 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 64970 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 11519 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 78633 members 
Mstep: Class 28 contains 89896 members 
Mstep: Class 29 contains 43648 members 
Mstep: Class 30 contains 46774 members 
Mstep: Class 31 contains 19313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235776.000000 Penalty: 18977.085938
Iteration 189Q: 32 clusters Score -4.223578e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 23018 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 29843 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 84305 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 31333 members 
Mstep: Class 12 contains 42701 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 5286 members 
Mstep: Class 15 contains 6001 members 
Mstep: Class 16 contains 27073 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 64656 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 78541 members 
Mstep: Class 28 contains 89934 members 
Mstep: Class 29 contains 43641 members 
Mstep: Class 30 contains 46839 members 
Mstep: Class 31 contains 19308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235624.000000 Penalty: 18977.085938
Iteration 190Q: 32 clusters Score -4.223562e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 22998 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 84255 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 31632 members 
Mstep: Class 12 contains 42711 members 
Mstep: Class 13 contains 41203 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 27101 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 3976 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 64352 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 11553 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 78454 members 
Mstep: Class 28 contains 89959 members 
Mstep: Class 29 contains 43643 members 
Mstep: Class 30 contains 46896 members 
Mstep: Class 31 contains 19300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235672.000000 Penalty: 18977.085938
Iteration 191Q: 32 clusters Score -4.223567e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 22980 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 29960 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 84210 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 31902 members 
Mstep: Class 12 contains 42727 members 
Mstep: Class 13 contains 41207 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 6037 members 
Mstep: Class 16 contains 27116 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 3976 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 5584 members 
Mstep: Class 21 contains 64073 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 11564 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 78381 members 
Mstep: Class 28 contains 89996 members 
Mstep: Class 29 contains 43643 members 
Mstep: Class 30 contains 46971 members 
Mstep: Class 31 contains 19295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235688.000000 Penalty: 18977.085938
Iteration 192Q: 32 clusters Score -4.223569e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 22956 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 30025 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 84155 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 32168 members 
Mstep: Class 12 contains 42748 members 
Mstep: Class 13 contains 41206 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 6056 members 
Mstep: Class 16 contains 27131 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 63792 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 11574 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 78331 members 
Mstep: Class 28 contains 90031 members 
Mstep: Class 29 contains 43647 members 
Mstep: Class 30 contains 47039 members 
Mstep: Class 31 contains 19287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235580.000000 Penalty: 18977.085938
Iteration 193Q: 32 clusters Score -4.223558e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 22926 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 30083 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 84086 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 42763 members 
Mstep: Class 13 contains 41210 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 27150 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 5590 members 
Mstep: Class 21 contains 63537 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 11591 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 78294 members 
Mstep: Class 28 contains 90075 members 
Mstep: Class 29 contains 43648 members 
Mstep: Class 30 contains 47103 members 
Mstep: Class 31 contains 19282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235596.000000 Penalty: 18977.085938
Iteration 194Q: 32 clusters Score -4.22356e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 22891 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 30145 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 83997 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 32654 members 
Mstep: Class 12 contains 42778 members 
Mstep: Class 13 contains 41213 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 27167 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 63321 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 11601 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 78235 members 
Mstep: Class 28 contains 90140 members 
Mstep: Class 29 contains 43649 members 
Mstep: Class 30 contains 47151 members 
Mstep: Class 31 contains 19276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235560.000000 Penalty: 18977.085938
Iteration 195Q: 32 clusters Score -4.223556e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 30208 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 83899 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 42790 members 
Mstep: Class 13 contains 41210 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 6117 members 
Mstep: Class 16 contains 27185 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 63137 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 11618 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 78178 members 
Mstep: Class 28 contains 90202 members 
Mstep: Class 29 contains 43647 members 
Mstep: Class 30 contains 47190 members 
Mstep: Class 31 contains 19273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235520.000000 Penalty: 18977.085938
Iteration 196Q: 32 clusters Score -4.223552e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 22790 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 30279 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 83778 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 33144 members 
Mstep: Class 12 contains 42810 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 27196 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 62941 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 11630 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78154 members 
Mstep: Class 28 contains 90269 members 
Mstep: Class 29 contains 43647 members 
Mstep: Class 30 contains 47232 members 
Mstep: Class 31 contains 19271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235436.000000 Penalty: 18977.085938
Iteration 197Q: 32 clusters Score -4.223544e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 22739 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 30343 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 83653 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 33373 members 
Mstep: Class 12 contains 42813 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 5284 members 
Mstep: Class 15 contains 6147 members 
Mstep: Class 16 contains 27206 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 5619 members 
Mstep: Class 21 contains 62780 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78122 members 
Mstep: Class 28 contains 90323 members 
Mstep: Class 29 contains 43647 members 
Mstep: Class 30 contains 47276 members 
Mstep: Class 31 contains 19268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235404.000000 Penalty: 18977.085938
Iteration 198Q: 32 clusters Score -4.22354e+07 nChanged 987
Entering ConstructFrom: 
Score: -42235404.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (18393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Entering Unmasked Estep 
Score: -1190371.125000 Penalty: 446.797485
	Iteration 0F: 2 clusters Score -1190371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1178078.750000 Penalty: 893.594971
	Iteration 0F: 3 clusters Score -1178079 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1183271.250000 Penalty: 893.594971
	Iteration 1F: 3 clusters Score -1183271 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1183667.250000 Penalty: 893.594971
	Iteration 2F: 3 clusters Score -1183667 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1184208.125000 Penalty: 893.594971
	Iteration 3F: 3 clusters Score -1184208 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1185032.500000 Penalty: 893.594971
	Iteration 4F: 3 clusters Score -1185032 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1186246.375000 Penalty: 893.594971
	Iteration 5F: 3 clusters Score -1186246 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1187336.375000 Penalty: 893.594971
	Iteration 6F: 3 clusters Score -1187336 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1188026.125000 Penalty: 893.594971
	Iteration 7F: 3 clusters Score -1188026 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1188415.500000 Penalty: 893.594971
	Iteration 8Q: 3 clusters Score -1188416 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1188631.875000 Penalty: 893.594971
	Iteration 9Q: 3 clusters Score -1188632 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1188786.500000 Penalty: 893.594971
	Iteration 10Q: 3 clusters Score -1188786 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1188901.375000 Penalty: 893.594971
	Iteration 11Q: 3 clusters Score -1188901 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1189008.375000 Penalty: 893.594971
	Iteration 12Q: 3 clusters Score -1189008 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1189101.750000 Penalty: 893.594971
	Iteration 13Q: 3 clusters Score -1189102 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1189180.125000 Penalty: 893.594971
	Iteration 14Q: 3 clusters Score -1189180 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1189242.125000 Penalty: 893.594971
	Iteration 15Q: 3 clusters Score -1189242 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1189303.000000 Penalty: 893.594971
	Iteration 16Q: 3 clusters Score -1189303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1189345.125000 Penalty: 893.594971
	Iteration 17Q: 3 clusters Score -1189345 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1189379.250000 Penalty: 893.594971
	Iteration 18Q: 3 clusters Score -1189379 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1189406.625000 Penalty: 893.594971
	Iteration 19Q: 3 clusters Score -1189407 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1189433.000000 Penalty: 893.594971
	Iteration 20F: 3 clusters Score -1189433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1189454.375000 Penalty: 893.594971
	Iteration 21Q: 3 clusters Score -1189454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1189474.375000 Penalty: 893.594971
	Iteration 22Q: 3 clusters Score -1189474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1189491.500000 Penalty: 893.594971
	Iteration 23Q: 3 clusters Score -1189492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1189511.750000 Penalty: 893.594971
	Iteration 24Q: 3 clusters Score -1189512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1189527.625000 Penalty: 893.594971
	Iteration 25Q: 3 clusters Score -1189528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1189541.750000 Penalty: 893.594971
	Iteration 26Q: 3 clusters Score -1189542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1189557.625000 Penalty: 893.594971
	Iteration 27Q: 3 clusters Score -1189558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1189578.500000 Penalty: 893.594971
	Iteration 28Q: 3 clusters Score -1189578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1189603.375000 Penalty: 893.594971
	Iteration 29Q: 3 clusters Score -1189603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1189622.000000 Penalty: 893.594971
	Iteration 30Q: 3 clusters Score -1189622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1189647.000000 Penalty: 893.594971
	Iteration 31Q: 3 clusters Score -1189647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1189671.875000 Penalty: 893.594971
	Iteration 32Q: 3 clusters Score -1189672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1189698.125000 Penalty: 893.594971
	Iteration 33Q: 3 clusters Score -1189698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1189720.000000 Penalty: 893.594971
	Iteration 34Q: 3 clusters Score -1189720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1189742.250000 Penalty: 893.594971
	Iteration 35Q: 3 clusters Score -1189742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1189751.875000 Penalty: 893.594971
	Iteration 36Q: 3 clusters Score -1189752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1189767.875000 Penalty: 893.594971
	Iteration 37Q: 3 clusters Score -1189768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1189791.875000 Penalty: 893.594971
	Iteration 38Q: 3 clusters Score -1189792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1189817.625000 Penalty: 893.594971
	Iteration 39Q: 3 clusters Score -1189818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1189834.625000 Penalty: 893.594971
	Iteration 40F: 3 clusters Score -1189835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1189856.500000 Penalty: 893.594971
	Iteration 41Q: 3 clusters Score -1189856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1189877.250000 Penalty: 893.594971
	Iteration 42Q: 3 clusters Score -1189877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1189891.375000 Penalty: 893.594971
	Iteration 43Q: 3 clusters Score -1189891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1189900.125000 Penalty: 893.594971
	Iteration 44Q: 3 clusters Score -1189900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1189908.375000 Penalty: 893.594971
	Iteration 45Q: 3 clusters Score -1189908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1189920.625000 Penalty: 893.594971
	Iteration 46Q: 3 clusters Score -1189921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1189928.250000 Penalty: 893.594971
	Iteration 47Q: 3 clusters Score -1189928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1189937.250000 Penalty: 893.594971
	Iteration 48Q: 3 clusters Score -1189937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1189939.750000 Penalty: 893.594971
	Iteration 49Q: 3 clusters Score -1189940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1189947.625000 Penalty: 893.594971
	Iteration 50Q: 3 clusters Score -1189948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1189952.375000 Penalty: 893.594971
	Iteration 51Q: 3 clusters Score -1189952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1189956.875000 Penalty: 893.594971
	Iteration 52Q: 3 clusters Score -1189957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1189961.000000 Penalty: 893.594971
	Iteration 53Q: 3 clusters Score -1189961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1189962.500000 Penalty: 893.594971
	Iteration 54Q: 3 clusters Score -1189962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1189964.500000 Penalty: 893.594971
	Iteration 55Q: 3 clusters Score -1189964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1189970.000000 Penalty: 893.594971
	Iteration 56Q: 3 clusters Score -1189970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1189970.375000 Penalty: 893.594971
	Iteration 57Q: 3 clusters Score -1189970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1189975.125000 Penalty: 893.594971
	Iteration 58Q: 3 clusters Score -1189975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1189977.250000 Penalty: 893.594971
	Iteration 59Q: 3 clusters Score -1189977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1189984.000000 Penalty: 893.594971
	Iteration 60F: 3 clusters Score -1189984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1189986.875000 Penalty: 893.594971
	Iteration 61Q: 3 clusters Score -1189987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1189987.750000 Penalty: 893.594971
	Iteration 62Q: 3 clusters Score -1189988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1189992.250000 Penalty: 893.594971
	Iteration 63Q: 3 clusters Score -1189992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1189993.250000 Penalty: 893.594971
	Iteration 64Q: 3 clusters Score -1189993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1189995.875000 Penalty: 893.594971
	Iteration 65Q: 3 clusters Score -1189996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1189995.750000 Penalty: 893.594971
	Iteration 66Q: 3 clusters Score -1189996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1189996.625000 Penalty: 893.594971
	Iteration 67Q: 3 clusters Score -1189997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1189997.250000 Penalty: 893.594971
	Iteration 68Q: 3 clusters Score -1189997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1189999.000000 Penalty: 893.594971
	Iteration 69Q: 3 clusters Score -1189999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1190001.125000 Penalty: 893.594971
	Iteration 70Q: 3 clusters Score -1190001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1190001.625000 Penalty: 893.594971
	Iteration 71Q: 3 clusters Score -1190002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1190001.875000 Penalty: 893.594971
	Iteration 72Q: 3 clusters Score -1190002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1190003.125000 Penalty: 893.594971
	Iteration 73Q: 3 clusters Score -1190003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1190005.125000 Penalty: 893.594971
	Iteration 74Q: 3 clusters Score -1190005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1190004.875000 Penalty: 893.594971
	Iteration 75Q: 3 clusters Score -1190005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1190004.875000 Penalty: 893.594971
	Iteration 76F: 3 clusters Score -1190005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Entering Unmasked Estep 
Score: -1384297.500000 Penalty: 456.360443
	Iteration 0F: 2 clusters Score -1384298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1369294.625000 Penalty: 912.720886
	Iteration 0F: 3 clusters Score -1369295 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1375439.750000 Penalty: 912.720886
	Iteration 1F: 3 clusters Score -1375440 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1375786.625000 Penalty: 912.720886
	Iteration 2Q: 3 clusters Score -1375787 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1376326.125000 Penalty: 912.720886
	Iteration 3Q: 3 clusters Score -1376326 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1377054.250000 Penalty: 912.720886
	Iteration 4F: 3 clusters Score -1377054 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1378028.875000 Penalty: 912.720886
	Iteration 5F: 3 clusters Score -1378029 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1379085.500000 Penalty: 912.720886
	Iteration 6F: 3 clusters Score -1379086 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1379890.125000 Penalty: 912.720886
	Iteration 7F: 3 clusters Score -1379890 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1380255.000000 Penalty: 912.720886
	Iteration 8Q: 3 clusters Score -1380255 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1380432.000000 Penalty: 912.720886
	Iteration 9Q: 3 clusters Score -1380432 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1380590.750000 Penalty: 912.720886
	Iteration 10Q: 3 clusters Score -1380591 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1380725.250000 Penalty: 912.720886
	Iteration 11Q: 3 clusters Score -1380725 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1380887.000000 Penalty: 912.720886
	Iteration 12Q: 3 clusters Score -1380887 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1381042.125000 Penalty: 912.720886
	Iteration 13Q: 3 clusters Score -1381042 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1381177.000000 Penalty: 912.720886
	Iteration 14Q: 3 clusters Score -1381177 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1381285.500000 Penalty: 912.720886
	Iteration 15Q: 3 clusters Score -1381286 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1381364.375000 Penalty: 912.720886
	Iteration 16Q: 3 clusters Score -1381364 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1381421.875000 Penalty: 912.720886
	Iteration 17Q: 3 clusters Score -1381422 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1381461.750000 Penalty: 912.720886
	Iteration 18Q: 3 clusters Score -1381462 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1381503.500000 Penalty: 912.720886
	Iteration 19Q: 3 clusters Score -1381504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1381526.500000 Penalty: 912.720886
	Iteration 20F: 3 clusters Score -1381526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1381554.125000 Penalty: 912.720886
	Iteration 21Q: 3 clusters Score -1381554 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1381569.625000 Penalty: 912.720886
	Iteration 22Q: 3 clusters Score -1381570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1381586.125000 Penalty: 912.720886
	Iteration 23Q: 3 clusters Score -1381586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1381592.750000 Penalty: 912.720886
	Iteration 24Q: 3 clusters Score -1381593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1381602.000000 Penalty: 912.720886
	Iteration 25Q: 3 clusters Score -1381602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1381607.500000 Penalty: 912.720886
	Iteration 26Q: 3 clusters Score -1381608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1381619.125000 Penalty: 912.720886
	Iteration 27Q: 3 clusters Score -1381619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1381619.125000 Penalty: 912.720886
	Iteration 28Q: 3 clusters Score -1381619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1381620.125000 Penalty: 912.720886
	Iteration 29Q: 3 clusters Score -1381620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1381629.375000 Penalty: 912.720886
	Iteration 30Q: 3 clusters Score -1381629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1381631.750000 Penalty: 912.720886
	Iteration 31Q: 3 clusters Score -1381632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1381641.875000 Penalty: 912.720886
	Iteration 32Q: 3 clusters Score -1381642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1381651.000000 Penalty: 912.720886
	Iteration 33Q: 3 clusters Score -1381651 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1381659.125000 Penalty: 912.720886
	Iteration 34Q: 3 clusters Score -1381659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1381667.500000 Penalty: 912.720886
	Iteration 35Q: 3 clusters Score -1381668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1381675.500000 Penalty: 912.720886
	Iteration 36Q: 3 clusters Score -1381676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1381678.000000 Penalty: 912.720886
	Iteration 37Q: 3 clusters Score -1381678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1381682.875000 Penalty: 912.720886
	Iteration 38Q: 3 clusters Score -1381683 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1381691.625000 Penalty: 912.720886
	Iteration 39Q: 3 clusters Score -1381692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1381691.750000 Penalty: 912.720886
	Iteration 40F: 3 clusters Score -1381692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1381692.875000 Penalty: 912.720886
	Iteration 41Q: 3 clusters Score -1381693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1381699.500000 Penalty: 912.720886
	Iteration 42Q: 3 clusters Score -1381700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1381703.875000 Penalty: 912.720886
	Iteration 43Q: 3 clusters Score -1381704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1381707.500000 Penalty: 912.720886
	Iteration 44Q: 3 clusters Score -1381708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1381707.500000 Penalty: 912.720886
	Iteration 45Q: 3 clusters Score -1381708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1381706.250000 Penalty: 912.720886
	Iteration 46Q: 3 clusters Score -1381706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1381709.125000 Penalty: 912.720886
	Iteration 47Q: 3 clusters Score -1381709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1381710.750000 Penalty: 912.720886
	Iteration 48Q: 3 clusters Score -1381711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1381711.500000 Penalty: 912.720886
	Iteration 49Q: 3 clusters Score -1381712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1381711.875000 Penalty: 912.720886
	Iteration 50Q: 3 clusters Score -1381712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1381715.625000 Penalty: 912.720886
	Iteration 51Q: 3 clusters Score -1381716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1381713.750000 Penalty: 912.720886
	Iteration 52Q: 3 clusters Score -1381714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1381723.500000 Penalty: 912.720886
	Iteration 53Q: 3 clusters Score -1381724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1381724.500000 Penalty: 912.720886
	Iteration 54Q: 3 clusters Score -1381724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1381726.250000 Penalty: 912.720886
	Iteration 55Q: 3 clusters Score -1381726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1381723.250000 Penalty: 912.720886
	Iteration 56Q: 3 clusters Score -1381723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1381725.625000 Penalty: 912.720886
	Iteration 57Q: 3 clusters Score -1381726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1381730.000000 Penalty: 912.720886
	Iteration 58Q: 3 clusters Score -1381730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1381733.125000 Penalty: 912.720886
	Iteration 59Q: 3 clusters Score -1381733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1381734.250000 Penalty: 912.720886
	Iteration 60F: 3 clusters Score -1381734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1381735.000000 Penalty: 912.720886
	Iteration 61Q: 3 clusters Score -1381735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1381744.500000 Penalty: 912.720886
	Iteration 62Q: 3 clusters Score -1381744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1381748.125000 Penalty: 912.720886
	Iteration 63Q: 3 clusters Score -1381748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1381750.250000 Penalty: 912.720886
	Iteration 64Q: 3 clusters Score -1381750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1381753.375000 Penalty: 912.720886
	Iteration 65Q: 3 clusters Score -1381753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1381759.125000 Penalty: 912.720886
	Iteration 66Q: 3 clusters Score -1381759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1381770.000000 Penalty: 912.720886
	Iteration 67Q: 3 clusters Score -1381770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1381780.625000 Penalty: 912.720886
	Iteration 68Q: 3 clusters Score -1381781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1381789.250000 Penalty: 912.720886
	Iteration 69Q: 3 clusters Score -1381789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1381800.000000 Penalty: 912.720886
	Iteration 70Q: 3 clusters Score -1381800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1381809.375000 Penalty: 912.720886
	Iteration 71Q: 3 clusters Score -1381809 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1381822.250000 Penalty: 912.720886
	Iteration 72Q: 3 clusters Score -1381822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1381845.250000 Penalty: 912.720886
	Iteration 73Q: 3 clusters Score -1381845 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1381870.000000 Penalty: 912.720886
	Iteration 74Q: 3 clusters Score -1381870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1381912.875000 Penalty: 912.720886
	Iteration 75Q: 3 clusters Score -1381913 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1381964.875000 Penalty: 912.720886
	Iteration 76Q: 3 clusters Score -1381965 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1382048.625000 Penalty: 912.720886
	Iteration 77Q: 3 clusters Score -1382049 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1382151.250000 Penalty: 912.720886
	Iteration 78Q: 3 clusters Score -1382151 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1382257.875000 Penalty: 912.720886
	Iteration 79Q: 3 clusters Score -1382258 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1382363.875000 Penalty: 912.720886
	Iteration 80F: 3 clusters Score -1382364 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1382473.625000 Penalty: 912.720886
	Iteration 81Q: 3 clusters Score -1382474 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1382569.750000 Penalty: 912.720886
	Iteration 82Q: 3 clusters Score -1382570 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1382673.875000 Penalty: 912.720886
	Iteration 83Q: 3 clusters Score -1382674 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1382779.000000 Penalty: 912.720886
	Iteration 84Q: 3 clusters Score -1382779 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1382856.375000 Penalty: 912.720886
	Iteration 85Q: 3 clusters Score -1382856 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1382928.000000 Penalty: 912.720886
	Iteration 86Q: 3 clusters Score -1382928 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1382979.875000 Penalty: 912.720886
	Iteration 87Q: 3 clusters Score -1382980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1383015.125000 Penalty: 912.720886
	Iteration 88Q: 3 clusters Score -1383015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1383041.000000 Penalty: 912.720886
	Iteration 89Q: 3 clusters Score -1383041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1383053.125000 Penalty: 912.720886
	Iteration 90Q: 3 clusters Score -1383053 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1383071.500000 Penalty: 912.720886
	Iteration 91Q: 3 clusters Score -1383072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1383078.875000 Penalty: 912.720886
	Iteration 92Q: 3 clusters Score -1383079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1383083.500000 Penalty: 912.720886
	Iteration 93Q: 3 clusters Score -1383084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1383090.375000 Penalty: 912.720886
	Iteration 94Q: 3 clusters Score -1383090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1383092.875000 Penalty: 912.720886
	Iteration 95Q: 3 clusters Score -1383093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1383095.250000 Penalty: 912.720886
	Iteration 96Q: 3 clusters Score -1383095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1383097.375000 Penalty: 912.720886
	Iteration 97Q: 3 clusters Score -1383097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1383099.375000 Penalty: 912.720886
	Iteration 98Q: 3 clusters Score -1383099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1383100.500000 Penalty: 912.720886
	Iteration 99Q: 3 clusters Score -1383100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1383101.500000 Penalty: 912.720886
	Iteration 100F: 3 clusters Score -1383102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1383104.250000 Penalty: 912.720886
	Iteration 101Q: 3 clusters Score -1383104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1383101.875000 Penalty: 912.720886
	Iteration 102Q: 3 clusters Score -1383102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1383108.750000 Penalty: 912.720886
	Iteration 103Q: 3 clusters Score -1383109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1383113.250000 Penalty: 912.720886
	Iteration 104Q: 3 clusters Score -1383113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1383111.500000 Penalty: 912.720886
	Iteration 105Q: 3 clusters Score -1383112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1383114.000000 Penalty: 912.720886
	Iteration 106Q: 3 clusters Score -1383114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1383111.625000 Penalty: 912.720886
	Iteration 107Q: 3 clusters Score -1383112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1383112.875000 Penalty: 912.720886
	Iteration 108Q: 3 clusters Score -1383113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1383115.625000 Penalty: 912.720886
	Iteration 109Q: 3 clusters Score -1383116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1383116.500000 Penalty: 912.720886
	Iteration 110Q: 3 clusters Score -1383116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1383115.875000 Penalty: 912.720886
	Iteration 111Q: 3 clusters Score -1383116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1383119.625000 Penalty: 912.720886
	Iteration 112Q: 3 clusters Score -1383120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1383123.000000 Penalty: 912.720886
	Iteration 113Q: 3 clusters Score -1383123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1383119.500000 Penalty: 912.720886
	Iteration 114Q: 3 clusters Score -1383120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1383118.875000 Penalty: 912.720886
	Iteration 115Q: 3 clusters Score -1383119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1383120.125000 Penalty: 912.720886
	Iteration 116Q: 3 clusters Score -1383120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1383118.500000 Penalty: 912.720886
	Iteration 117Q: 3 clusters Score -1383118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1383124.000000 Penalty: 912.720886
	Iteration 118Q: 3 clusters Score -1383124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1383124.625000 Penalty: 912.720886
	Iteration 119Q: 3 clusters Score -1383125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1383124.500000 Penalty: 912.720886
	Iteration 120F: 3 clusters Score -1383124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1383124.375000 Penalty: 912.720886
	Iteration 121Q: 3 clusters Score -1383124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1383125.875000 Penalty: 912.720886
	Iteration 122Q: 3 clusters Score -1383126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1383127.375000 Penalty: 912.720886
	Iteration 123Q: 3 clusters Score -1383127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1383129.500000 Penalty: 912.720886
	Iteration 124Q: 3 clusters Score -1383130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1383128.875000 Penalty: 912.720886
	Iteration 125Q: 3 clusters Score -1383129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1383126.750000 Penalty: 912.720886
	Iteration 126Q: 3 clusters Score -1383127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1383128.375000 Penalty: 912.720886
	Iteration 127Q: 3 clusters Score -1383128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1383128.000000 Penalty: 912.720886
	Iteration 128Q: 3 clusters Score -1383128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1383125.625000 Penalty: 912.720886
	Iteration 129Q: 3 clusters Score -1383126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1383126.375000 Penalty: 912.720886
	Iteration 130Q: 3 clusters Score -1383126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1383126.125000 Penalty: 912.720886
	Iteration 131Q: 3 clusters Score -1383126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1383126.000000 Penalty: 912.720886
	Iteration 132Q: 3 clusters Score -1383126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1383125.625000 Penalty: 912.720886
	Iteration 133Q: 3 clusters Score -1383126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1383126.875000 Penalty: 912.720886
	Iteration 134Q: 3 clusters Score -1383127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1383130.750000 Penalty: 912.720886
	Iteration 135Q: 3 clusters Score -1383131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1383128.750000 Penalty: 912.720886
	Iteration 136Q: 3 clusters Score -1383129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1383126.500000 Penalty: 912.720886
	Iteration 137Q: 3 clusters Score -1383126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1383126.125000 Penalty: 912.720886
	Iteration 138Q: 3 clusters Score -1383126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1383125.625000 Penalty: 912.720886
	Iteration 139Q: 3 clusters Score -1383126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1383128.625000 Penalty: 912.720886
	Iteration 140F: 3 clusters Score -1383129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1383129.875000 Penalty: 912.720886
	Iteration 141Q: 3 clusters Score -1383130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1383132.250000 Penalty: 912.720886
	Iteration 142Q: 3 clusters Score -1383132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1383132.000000 Penalty: 912.720886
	Iteration 143Q: 3 clusters Score -1383132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1383137.000000 Penalty: 912.720886
	Iteration 144Q: 3 clusters Score -1383137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1383137.750000 Penalty: 912.720886
	Iteration 145Q: 3 clusters Score -1383138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1383136.250000 Penalty: 912.720886
	Iteration 146Q: 3 clusters Score -1383136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1383134.750000 Penalty: 912.720886
	Iteration 147Q: 3 clusters Score -1383135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1383133.250000 Penalty: 912.720886
	Iteration 148Q: 3 clusters Score -1383133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1383131.000000 Penalty: 912.720886
	Iteration 149Q: 3 clusters Score -1383131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1383130.625000 Penalty: 912.720886
	Iteration 150Q: 3 clusters Score -1383131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1383135.000000 Penalty: 912.720886
	Iteration 151Q: 3 clusters Score -1383135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1383131.875000 Penalty: 912.720886
	Iteration 152Q: 3 clusters Score -1383132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1383133.125000 Penalty: 912.720886
	Iteration 153Q: 3 clusters Score -1383133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1383136.750000 Penalty: 912.720886
	Iteration 154Q: 3 clusters Score -1383137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1383138.625000 Penalty: 912.720886
	Iteration 155Q: 3 clusters Score -1383139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1383140.500000 Penalty: 912.720886
	Iteration 156Q: 3 clusters Score -1383140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1383142.000000 Penalty: 912.720886
	Iteration 157Q: 3 clusters Score -1383142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1383142.000000 Penalty: 912.720886
	Iteration 158Q: 3 clusters Score -1383142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1383144.250000 Penalty: 912.720886
	Iteration 159Q: 3 clusters Score -1383144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1383146.000000 Penalty: 912.720886
	Iteration 160F: 3 clusters Score -1383146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1383146.375000 Penalty: 912.720886
	Iteration 161Q: 3 clusters Score -1383146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1383145.000000 Penalty: 912.720886
	Iteration 162Q: 3 clusters Score -1383145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1383144.000000 Penalty: 912.720886
	Iteration 163Q: 3 clusters Score -1383144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1383144.375000 Penalty: 912.720886
	Iteration 164Q: 3 clusters Score -1383144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1383145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1383147.625000 Penalty: 912.720886
	Iteration 166Q: 3 clusters Score -1383148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1383147.125000 Penalty: 912.720886
	Iteration 167Q: 3 clusters Score -1383147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1383148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1383149.125000 Penalty: 912.720886
	Iteration 169Q: 3 clusters Score -1383149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1383150.125000 Penalty: 912.720886
	Iteration 170Q: 3 clusters Score -1383150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1383153.375000 Penalty: 912.720886
	Iteration 171Q: 3 clusters Score -1383153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1383151.250000 Penalty: 912.720886
	Iteration 172Q: 3 clusters Score -1383151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1383151.625000 Penalty: 912.720886
	Iteration 173Q: 3 clusters Score -1383152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1383152.000000 Penalty: 912.720886
	Iteration 174Q: 3 clusters Score -1383152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1383152.750000 Penalty: 912.720886
	Iteration 175Q: 3 clusters Score -1383153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1383155.000000 Penalty: 912.720886
	Iteration 176Q: 3 clusters Score -1383155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1383151.375000 Penalty: 912.720886
	Iteration 177Q: 3 clusters Score -1383151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1383149.500000 Penalty: 912.720886
	Iteration 178Q: 3 clusters Score -1383150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1383148.875000 Penalty: 912.720886
	Iteration 179Q: 3 clusters Score -1383149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1383153.500000 Penalty: 912.720886
	Iteration 180F: 3 clusters Score -1383154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1383153.250000 Penalty: 912.720886
	Iteration 181Q: 3 clusters Score -1383153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1383152.000000 Penalty: 912.720886
	Iteration 182Q: 3 clusters Score -1383152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1383152.500000 Penalty: 912.720886
	Iteration 183Q: 3 clusters Score -1383152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1383151.875000 Penalty: 912.720886
	Iteration 184Q: 3 clusters Score -1383152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1383152.750000 Penalty: 912.720886
	Iteration 185Q: 3 clusters Score -1383153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1383152.250000 Penalty: 912.720886
	Iteration 186Q: 3 clusters Score -1383152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1383152.250000 Penalty: 912.720886
	Iteration 187Q: 3 clusters Score -1383152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1383150.000000 Penalty: 912.720886
	Iteration 188Q: 3 clusters Score -1383150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1383149.375000 Penalty: 912.720886
	Iteration 189Q: 3 clusters Score -1383149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1383150.125000 Penalty: 912.720886
	Iteration 190Q: 3 clusters Score -1383150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1383148.875000 Penalty: 912.720886
	Iteration 191Q: 3 clusters Score -1383149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1383149.250000 Penalty: 912.720886
	Iteration 192Q: 3 clusters Score -1383149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1383148.875000 Penalty: 912.720886
	Iteration 193Q: 3 clusters Score -1383149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1383149.000000 Penalty: 912.720886
	Iteration 194Q: 3 clusters Score -1383149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1383149.000000 Penalty: 912.720886
	Iteration 195F: 3 clusters Score -1383149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -37200.132812 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -37200.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36602.710938 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -36602.71 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36810.082031 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -36810.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36869.691406 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -36869.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36921.312500 Penalty: 602.789978
	Iteration 3F: 3 clusters Score -36921.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36973.476562 Penalty: 602.789978
	Iteration 4F: 3 clusters Score -36973.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -37034.261719 Penalty: 602.789978
	Iteration 5F: 3 clusters Score -37034.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -37066.414062 Penalty: 602.789978
	Iteration 6F: 3 clusters Score -37066.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37086.906250 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -37086.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -37103.199219 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -37103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37111.902344 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -37111.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -37120.433594 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -37120.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37132.851562 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -37132.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37140.238281 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -37140.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37148.457031 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -37148.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37151.027344 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -37151.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -37153.136719 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -37153.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37155.597656 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -37155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -37156.808594 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -37156.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -37157.714844 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -37157.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -37158.742188 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -37158.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -37160.519531 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -37160.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -37168.128906 Penalty: 602.789978
	Iteration 21Q: 3 clusters Score -37168.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -37169.890625 Penalty: 602.789978
	Iteration 22Q: 3 clusters Score -37169.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -37171.242188 Penalty: 602.789978
	Iteration 23Q: 3 clusters Score -37171.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37172.632812 Penalty: 602.789978
	Iteration 24Q: 3 clusters Score -37172.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -37172.894531 Penalty: 602.789978
	Iteration 25Q: 3 clusters Score -37172.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -37172.894531 Penalty: 602.789978
	Iteration 26F: 3 clusters Score -37172.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -140193.328125 Penalty: 352.021820
	Iteration 0F: 2 clusters Score -140193.3 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 1108 members 
Entering Unmasked Estep 
Score: -138550.046875 Penalty: 704.043640
	Iteration 0F: 3 clusters Score -138550 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -139077.765625 Penalty: 704.043640
	Iteration 1F: 3 clusters Score -139077.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -139187.390625 Penalty: 704.043640
	Iteration 2F: 3 clusters Score -139187.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -139293.093750 Penalty: 704.043640
	Iteration 3F: 3 clusters Score -139293.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139402.750000 Penalty: 704.043640
	Iteration 4F: 3 clusters Score -139402.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139523.078125 Penalty: 704.043640
	Iteration 5F: 3 clusters Score -139523.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139627.718750 Penalty: 704.043640
	Iteration 6Q: 3 clusters Score -139627.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139698.109375 Penalty: 704.043640
	Iteration 7Q: 3 clusters Score -139698.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -139753.515625 Penalty: 704.043640
	Iteration 8Q: 3 clusters Score -139753.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -139802.156250 Penalty: 704.043640
	Iteration 9Q: 3 clusters Score -139802.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -139828.625000 Penalty: 704.043640
	Iteration 10Q: 3 clusters Score -139828.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -139844.140625 Penalty: 704.043640
	Iteration 11Q: 3 clusters Score -139844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -139850.828125 Penalty: 704.043640
	Iteration 12Q: 3 clusters Score -139850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -139853.562500 Penalty: 704.043640
	Iteration 13Q: 3 clusters Score -139853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -139855.765625 Penalty: 704.043640
	Iteration 14Q: 3 clusters Score -139855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -139858.187500 Penalty: 704.043640
	Iteration 15Q: 3 clusters Score -139858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -139860.703125 Penalty: 704.043640
	Iteration 16Q: 3 clusters Score -139860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -139864.046875 Penalty: 704.043640
	Iteration 17Q: 3 clusters Score -139864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -139867.140625 Penalty: 704.043640
	Iteration 18Q: 3 clusters Score -139867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -139869.093750 Penalty: 704.043640
	Iteration 19Q: 3 clusters Score -139869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -139869.437500 Penalty: 704.043640
	Iteration 20F: 3 clusters Score -139869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -139869.656250 Penalty: 704.043640
	Iteration 21Q: 3 clusters Score -139869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -139870.375000 Penalty: 704.043640
	Iteration 22Q: 3 clusters Score -139870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -139871.515625 Penalty: 704.043640
	Iteration 23Q: 3 clusters Score -139871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -139873.531250 Penalty: 704.043640
	Iteration 24Q: 3 clusters Score -139873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -139874.203125 Penalty: 704.043640
	Iteration 25Q: 3 clusters Score -139874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -139874.484375 Penalty: 704.043640
	Iteration 26Q: 3 clusters Score -139874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -139875.343750 Penalty: 704.043640
	Iteration 27Q: 3 clusters Score -139875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -139877.390625 Penalty: 704.043640
	Iteration 28Q: 3 clusters Score -139877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -139878.187500 Penalty: 704.043640
	Iteration 29Q: 3 clusters Score -139878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -139881.796875 Penalty: 704.043640
	Iteration 30Q: 3 clusters Score -139881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -139890.593750 Penalty: 704.043640
	Iteration 31Q: 3 clusters Score -139890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -139898.281250 Penalty: 704.043640
	Iteration 32Q: 3 clusters Score -139898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -139902.078125 Penalty: 704.043640
	Iteration 33Q: 3 clusters Score -139902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -139905.359375 Penalty: 704.043640
	Iteration 34Q: 3 clusters Score -139905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -139909.000000 Penalty: 704.043640
	Iteration 35Q: 3 clusters Score -139909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -139911.156250 Penalty: 704.043640
	Iteration 36Q: 3 clusters Score -139911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -139913.078125 Penalty: 704.043640
	Iteration 37Q: 3 clusters Score -139913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -139913.796875 Penalty: 704.043640
	Iteration 38Q: 3 clusters Score -139913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -139914.875000 Penalty: 704.043640
	Iteration 39Q: 3 clusters Score -139914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -139915.796875 Penalty: 704.043640
	Iteration 40F: 3 clusters Score -139915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -139918.406250 Penalty: 704.043640
	Iteration 41Q: 3 clusters Score -139918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -139919.140625 Penalty: 704.043640
	Iteration 42Q: 3 clusters Score -139919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -139919.750000 Penalty: 704.043640
	Iteration 43Q: 3 clusters Score -139919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -139919.750000 Penalty: 704.043640
	Iteration 44F: 3 clusters Score -139919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -1830878.375000 Penalty: 469.673462
	Iteration 0F: 2 clusters Score -1830878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1810515.375000 Penalty: 939.346924
	Iteration 0F: 3 clusters Score -1810515 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1819531.500000 Penalty: 939.346924
	Iteration 1F: 3 clusters Score -1819532 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1820233.750000 Penalty: 939.346924
	Iteration 2F: 3 clusters Score -1820234 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1821251.750000 Penalty: 939.346924
	Iteration 3F: 3 clusters Score -1821252 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1822742.625000 Penalty: 939.346924
	Iteration 4F: 3 clusters Score -1822743 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1824694.250000 Penalty: 939.346924
	Iteration 5F: 3 clusters Score -1824694 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1826478.250000 Penalty: 939.346924
	Iteration 6F: 3 clusters Score -1826478 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1827702.750000 Penalty: 939.346924
	Iteration 7Q: 3 clusters Score -1827703 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1828400.000000 Penalty: 939.346924
	Iteration 8Q: 3 clusters Score -1828400 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1828782.625000 Penalty: 939.346924
	Iteration 9Q: 3 clusters Score -1828783 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1829079.000000 Penalty: 939.346924
	Iteration 10Q: 3 clusters Score -1829079 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1829308.125000 Penalty: 939.346924
	Iteration 11Q: 3 clusters Score -1829308 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1829505.500000 Penalty: 939.346924
	Iteration 12Q: 3 clusters Score -1829506 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1829683.375000 Penalty: 939.346924
	Iteration 13Q: 3 clusters Score -1829683 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1829836.000000 Penalty: 939.346924
	Iteration 14Q: 3 clusters Score -1829836 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1829960.750000 Penalty: 939.346924
	Iteration 15Q: 3 clusters Score -1829961 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1830072.875000 Penalty: 939.346924
	Iteration 16Q: 3 clusters Score -1830073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1830166.250000 Penalty: 939.346924
	Iteration 17Q: 3 clusters Score -1830166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1830216.625000 Penalty: 939.346924
	Iteration 18Q: 3 clusters Score -1830217 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1830276.125000 Penalty: 939.346924
	Iteration 19Q: 3 clusters Score -1830276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1830309.750000 Penalty: 939.346924
	Iteration 20F: 3 clusters Score -1830310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1830345.000000 Penalty: 939.346924
	Iteration 21Q: 3 clusters Score -1830345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1830366.500000 Penalty: 939.346924
	Iteration 22Q: 3 clusters Score -1830366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1830391.875000 Penalty: 939.346924
	Iteration 23Q: 3 clusters Score -1830392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1830411.375000 Penalty: 939.346924
	Iteration 24Q: 3 clusters Score -1830411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1830426.875000 Penalty: 939.346924
	Iteration 25Q: 3 clusters Score -1830427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1830441.875000 Penalty: 939.346924
	Iteration 26Q: 3 clusters Score -1830442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1830452.125000 Penalty: 939.346924
	Iteration 27Q: 3 clusters Score -1830452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1830465.375000 Penalty: 939.346924
	Iteration 28Q: 3 clusters Score -1830465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1830476.875000 Penalty: 939.346924
	Iteration 29Q: 3 clusters Score -1830477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1830479.000000 Penalty: 939.346924
	Iteration 30Q: 3 clusters Score -1830479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1830481.375000 Penalty: 939.346924
	Iteration 31Q: 3 clusters Score -1830481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1830479.500000 Penalty: 939.346924
	Iteration 32Q: 3 clusters Score -1830480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1830481.000000 Penalty: 939.346924
	Iteration 33Q: 3 clusters Score -1830481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1830480.750000 Penalty: 939.346924
	Iteration 34Q: 3 clusters Score -1830481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1830482.750000 Penalty: 939.346924
	Iteration 35Q: 3 clusters Score -1830483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1830483.750000 Penalty: 939.346924
	Iteration 36Q: 3 clusters Score -1830484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1830485.500000 Penalty: 939.346924
	Iteration 37Q: 3 clusters Score -1830486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1830487.375000 Penalty: 939.346924
	Iteration 38Q: 3 clusters Score -1830487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1830487.375000 Penalty: 939.346924
	Iteration 39F: 3 clusters Score -1830487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -75938.523438 Penalty: 323.088776
	Iteration 0F: 2 clusters Score -75938.52 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 594 members 
Entering Unmasked Estep 
Score: -74997.484375 Penalty: 646.177551
	Iteration 0F: 3 clusters Score -74997.48 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75286.437500 Penalty: 646.177551
	Iteration 1F: 3 clusters Score -75286.44 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75368.296875 Penalty: 646.177551
	Iteration 2F: 3 clusters Score -75368.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75414.562500 Penalty: 646.177551
	Iteration 3F: 3 clusters Score -75414.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75456.968750 Penalty: 646.177551
	Iteration 4F: 3 clusters Score -75456.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75495.312500 Penalty: 646.177551
	Iteration 5Q: 3 clusters Score -75495.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75537.375000 Penalty: 646.177551
	Iteration 6Q: 3 clusters Score -75537.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75585.343750 Penalty: 646.177551
	Iteration 7Q: 3 clusters Score -75585.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75622.828125 Penalty: 646.177551
	Iteration 8Q: 3 clusters Score -75622.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75654.085938 Penalty: 646.177551
	Iteration 9Q: 3 clusters Score -75654.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75669.460938 Penalty: 646.177551
	Iteration 10Q: 3 clusters Score -75669.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75675.093750 Penalty: 646.177551
	Iteration 11Q: 3 clusters Score -75675.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -75680.828125 Penalty: 646.177551
	Iteration 12Q: 3 clusters Score -75680.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -75683.398438 Penalty: 646.177551
	Iteration 13Q: 3 clusters Score -75683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75685.304688 Penalty: 646.177551
	Iteration 14Q: 3 clusters Score -75685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -75686.671875 Penalty: 646.177551
	Iteration 15Q: 3 clusters Score -75686.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -75688.695312 Penalty: 646.177551
	Iteration 16Q: 3 clusters Score -75688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -75691.351562 Penalty: 646.177551
	Iteration 17Q: 3 clusters Score -75691.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -75691.890625 Penalty: 646.177551
	Iteration 18Q: 3 clusters Score -75691.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -75693.250000 Penalty: 646.177551
	Iteration 19Q: 3 clusters Score -75693.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -75694.093750 Penalty: 646.177551
	Iteration 20F: 3 clusters Score -75694.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -75695.062500 Penalty: 646.177551
	Iteration 21Q: 3 clusters Score -75695.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -75695.296875 Penalty: 646.177551
	Iteration 22Q: 3 clusters Score -75695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -75695.468750 Penalty: 646.177551
	Iteration 23Q: 3 clusters Score -75695.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -75695.687500 Penalty: 646.177551
	Iteration 24Q: 3 clusters Score -75695.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -75695.687500 Penalty: 646.177551
	Iteration 25F: 3 clusters Score -75695.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Entering Unmasked Estep 
Score: -5194850.500000 Penalty: 515.638855
	Iteration 0F: 2 clusters Score -5194850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5140173.500000 Penalty: 1031.277710
	Iteration 0F: 3 clusters Score -5140174 nChanged 40602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5164859.000000 Penalty: 1031.277710
	Iteration 1F: 3 clusters Score -5164859 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -5166161.500000 Penalty: 1031.277710
	Iteration 2Q: 3 clusters Score -5166162 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -5168188.000000 Penalty: 1031.277710
	Iteration 3F: 3 clusters Score -5168188 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -5171253.500000 Penalty: 1031.277710
	Iteration 4F: 3 clusters Score -5171254 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -5175679.500000 Penalty: 1031.277710
	Iteration 5F: 3 clusters Score -5175680 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -5181117.500000 Penalty: 1031.277710
	Iteration 6F: 3 clusters Score -5181118 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -5185673.500000 Penalty: 1031.277710
	Iteration 7F: 3 clusters Score -5185674 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -5188048.000000 Penalty: 1031.277710
	Iteration 8Q: 3 clusters Score -5188048 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -5189408.000000 Penalty: 1031.277710
	Iteration 9Q: 3 clusters Score -5189408 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -5190455.000000 Penalty: 1031.277710
	Iteration 10Q: 3 clusters Score -5190455 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -5191241.500000 Penalty: 1031.277710
	Iteration 11Q: 3 clusters Score -5191242 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -5191856.500000 Penalty: 1031.277710
	Iteration 12Q: 3 clusters Score -5191856 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -5192339.000000 Penalty: 1031.277710
	Iteration 13Q: 3 clusters Score -5192339 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -5192687.500000 Penalty: 1031.277710
	Iteration 14Q: 3 clusters Score -5192688 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -5192920.500000 Penalty: 1031.277710
	Iteration 15Q: 3 clusters Score -5192920 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -5193089.500000 Penalty: 1031.277710
	Iteration 16Q: 3 clusters Score -5193090 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -5193226.000000 Penalty: 1031.277710
	Iteration 17Q: 3 clusters Score -5193226 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -5193333.500000 Penalty: 1031.277710
	Iteration 18Q: 3 clusters Score -5193334 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -5193430.000000 Penalty: 1031.277710
	Iteration 19Q: 3 clusters Score -5193430 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -5193461.000000 Penalty: 1031.277710
	Iteration 20F: 3 clusters Score -5193461 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -5193499.000000 Penalty: 1031.277710
	Iteration 21Q: 3 clusters Score -5193499 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -5193517.500000 Penalty: 1031.277710
	Iteration 22Q: 3 clusters Score -5193518 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -5193557.500000 Penalty: 1031.277710
	Iteration 23Q: 3 clusters Score -5193558 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -5193597.000000 Penalty: 1031.277710
	Iteration 24Q: 3 clusters Score -5193597 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -5193610.500000 Penalty: 1031.277710
	Iteration 25Q: 3 clusters Score -5193610 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -5193628.000000 Penalty: 1031.277710
	Iteration 26Q: 3 clusters Score -5193628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -5193610.000000 Penalty: 1031.277710
	Iteration 27Q: 3 clusters Score -5193610 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -5193609.500000 Penalty: 1031.277710
	Iteration 28Q: 3 clusters Score -5193610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -5193629.500000 Penalty: 1031.277710
	Iteration 29Q: 3 clusters Score -5193630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -5193640.000000 Penalty: 1031.277710
	Iteration 30Q: 3 clusters Score -5193640 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -5193647.000000 Penalty: 1031.277710
	Iteration 31Q: 3 clusters Score -5193647 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -5193636.000000 Penalty: 1031.277710
	Iteration 32Q: 3 clusters Score -5193636 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -5193630.500000 Penalty: 1031.277710
	Iteration 33Q: 3 clusters Score -5193630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -5193640.500000 Penalty: 1031.277710
	Iteration 34Q: 3 clusters Score -5193640 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -5193637.000000 Penalty: 1031.277710
	Iteration 35Q: 3 clusters Score -5193637 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -5193669.000000 Penalty: 1031.277710
	Iteration 36Q: 3 clusters Score -5193669 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -5193681.000000 Penalty: 1031.277710
	Iteration 37Q: 3 clusters Score -5193681 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -5193695.000000 Penalty: 1031.277710
	Iteration 38Q: 3 clusters Score -5193695 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -5193715.000000 Penalty: 1031.277710
	Iteration 39Q: 3 clusters Score -5193715 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -5193752.000000 Penalty: 1031.277710
	Iteration 40F: 3 clusters Score -5193752 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -5193769.500000 Penalty: 1031.277710
	Iteration 41Q: 3 clusters Score -5193770 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -5193766.500000 Penalty: 1031.277710
	Iteration 42Q: 3 clusters Score -5193766 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -5193792.500000 Penalty: 1031.277710
	Iteration 43Q: 3 clusters Score -5193792 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -5193818.500000 Penalty: 1031.277710
	Iteration 44Q: 3 clusters Score -5193818 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -5193844.000000 Penalty: 1031.277710
	Iteration 45Q: 3 clusters Score -5193844 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -5193838.000000 Penalty: 1031.277710
	Iteration 46Q: 3 clusters Score -5193838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -5193858.000000 Penalty: 1031.277710
	Iteration 47Q: 3 clusters Score -5193858 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -5193894.500000 Penalty: 1031.277710
	Iteration 48Q: 3 clusters Score -5193894 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -5193891.500000 Penalty: 1031.277710
	Iteration 49Q: 3 clusters Score -5193892 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -5193925.000000 Penalty: 1031.277710
	Iteration 50Q: 3 clusters Score -5193925 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -5193920.000000 Penalty: 1031.277710
	Iteration 51Q: 3 clusters Score -5193920 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -5193957.000000 Penalty: 1031.277710
	Iteration 52Q: 3 clusters Score -5193957 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -5193965.500000 Penalty: 1031.277710
	Iteration 53Q: 3 clusters Score -5193966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -5193982.500000 Penalty: 1031.277710
	Iteration 54Q: 3 clusters Score -5193982 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -5193980.000000 Penalty: 1031.277710
	Iteration 55Q: 3 clusters Score -5193980 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -5193990.500000 Penalty: 1031.277710
	Iteration 56Q: 3 clusters Score -5193990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -5194008.000000 Penalty: 1031.277710
	Iteration 57Q: 3 clusters Score -5194008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -5194025.000000 Penalty: 1031.277710
	Iteration 58Q: 3 clusters Score -5194025 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -5194043.500000 Penalty: 1031.277710
	Iteration 59Q: 3 clusters Score -5194044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -5194067.500000 Penalty: 1031.277710
	Iteration 60F: 3 clusters Score -5194068 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -5194086.500000 Penalty: 1031.277710
	Iteration 61Q: 3 clusters Score -5194086 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -5194106.500000 Penalty: 1031.277710
	Iteration 62Q: 3 clusters Score -5194106 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -5194097.500000 Penalty: 1031.277710
	Iteration 63Q: 3 clusters Score -5194098 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -5194117.500000 Penalty: 1031.277710
	Iteration 64Q: 3 clusters Score -5194118 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -5194123.000000 Penalty: 1031.277710
	Iteration 65Q: 3 clusters Score -5194123 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -5194115.000000 Penalty: 1031.277710
	Iteration 66Q: 3 clusters Score -5194115 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -5194105.000000 Penalty: 1031.277710
	Iteration 67Q: 3 clusters Score -5194105 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -5194126.500000 Penalty: 1031.277710
	Iteration 68Q: 3 clusters Score -5194126 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -5194145.500000 Penalty: 1031.277710
	Iteration 69Q: 3 clusters Score -5194146 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -5194153.000000 Penalty: 1031.277710
	Iteration 70Q: 3 clusters Score -5194153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -5194172.500000 Penalty: 1031.277710
	Iteration 71Q: 3 clusters Score -5194172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -5194191.500000 Penalty: 1031.277710
	Iteration 72Q: 3 clusters Score -5194192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -5194226.500000 Penalty: 1031.277710
	Iteration 73Q: 3 clusters Score -5194226 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -5194268.000000 Penalty: 1031.277710
	Iteration 74Q: 3 clusters Score -5194268 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -5194301.500000 Penalty: 1031.277710
	Iteration 75Q: 3 clusters Score -5194302 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -5194336.500000 Penalty: 1031.277710
	Iteration 76Q: 3 clusters Score -5194336 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -5194361.500000 Penalty: 1031.277710
	Iteration 77Q: 3 clusters Score -5194362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -5194368.500000 Penalty: 1031.277710
	Iteration 78Q: 3 clusters Score -5194368 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -5194365.000000 Penalty: 1031.277710
	Iteration 79Q: 3 clusters Score -5194365 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -5194340.000000 Penalty: 1031.277710
	Iteration 80F: 3 clusters Score -5194340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -5194335.000000 Penalty: 1031.277710
	Iteration 81Q: 3 clusters Score -5194335 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -5194329.000000 Penalty: 1031.277710
	Iteration 82Q: 3 clusters Score -5194329 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -5194343.000000 Penalty: 1031.277710
	Iteration 83Q: 3 clusters Score -5194343 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -5194369.500000 Penalty: 1031.277710
	Iteration 84Q: 3 clusters Score -5194370 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -5194338.500000 Penalty: 1031.277710
	Iteration 85Q: 3 clusters Score -5194338 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -5194360.000000 Penalty: 1031.277710
	Iteration 86Q: 3 clusters Score -5194360 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -5194369.500000 Penalty: 1031.277710
	Iteration 87Q: 3 clusters Score -5194370 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -5194380.500000 Penalty: 1031.277710
	Iteration 88Q: 3 clusters Score -5194380 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -5194384.500000 Penalty: 1031.277710
	Iteration 89Q: 3 clusters Score -5194384 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -5194371.500000 Penalty: 1031.277710
	Iteration 90Q: 3 clusters Score -5194372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -5194384.500000 Penalty: 1031.277710
	Iteration 91Q: 3 clusters Score -5194384 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -5194345.500000 Penalty: 1031.277710
	Iteration 92Q: 3 clusters Score -5194346 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -5194339.500000 Penalty: 1031.277710
	Iteration 93Q: 3 clusters Score -5194340 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -5194353.000000 Penalty: 1031.277710
	Iteration 94Q: 3 clusters Score -5194353 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -5194364.500000 Penalty: 1031.277710
	Iteration 95Q: 3 clusters Score -5194364 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -5194338.000000 Penalty: 1031.277710
	Iteration 96Q: 3 clusters Score -5194338 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -5194356.000000 Penalty: 1031.277710
	Iteration 97Q: 3 clusters Score -5194356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -5194412.500000 Penalty: 1031.277710
	Iteration 98Q: 3 clusters Score -5194412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -5194468.500000 Penalty: 1031.277710
	Iteration 99Q: 3 clusters Score -5194468 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -5194487.500000 Penalty: 1031.277710
	Iteration 100F: 3 clusters Score -5194488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -5194517.000000 Penalty: 1031.277710
	Iteration 101Q: 3 clusters Score -5194517 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -5194523.500000 Penalty: 1031.277710
	Iteration 102Q: 3 clusters Score -5194524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -5194570.500000 Penalty: 1031.277710
	Iteration 103Q: 3 clusters Score -5194570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -5194564.500000 Penalty: 1031.277710
	Iteration 104Q: 3 clusters Score -5194564 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -5194569.000000 Penalty: 1031.277710
	Iteration 105Q: 3 clusters Score -5194569 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -5194597.000000 Penalty: 1031.277710
	Iteration 106Q: 3 clusters Score -5194597 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -5194638.000000 Penalty: 1031.277710
	Iteration 107Q: 3 clusters Score -5194638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -5194666.000000 Penalty: 1031.277710
	Iteration 108Q: 3 clusters Score -5194666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -5194695.500000 Penalty: 1031.277710
	Iteration 109Q: 3 clusters Score -5194696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -5194712.000000 Penalty: 1031.277710
	Iteration 110Q: 3 clusters Score -5194712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -5194726.500000 Penalty: 1031.277710
	Iteration 111Q: 3 clusters Score -5194726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -5194712.500000 Penalty: 1031.277710
	Iteration 112Q: 3 clusters Score -5194712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -5194732.000000 Penalty: 1031.277710
	Iteration 113Q: 3 clusters Score -5194732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -5194759.500000 Penalty: 1031.277710
	Iteration 114Q: 3 clusters Score -5194760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -5194794.500000 Penalty: 1031.277710
	Iteration 115Q: 3 clusters Score -5194794 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -5194801.000000 Penalty: 1031.277710
	Iteration 116Q: 3 clusters Score -5194801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -5194823.000000 Penalty: 1031.277710
	Iteration 117Q: 3 clusters Score -5194823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -5194838.000000 Penalty: 1031.277710
	Iteration 118Q: 3 clusters Score -5194838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -5194849.500000 Penalty: 1031.277710
	Iteration 119Q: 3 clusters Score -5194850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -5194871.000000 Penalty: 1031.277710
	Iteration 120F: 3 clusters Score -5194871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -5194877.500000 Penalty: 1031.277710
	Iteration 121Q: 3 clusters Score -5194878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -5194889.000000 Penalty: 1031.277710
	Iteration 122Q: 3 clusters Score -5194889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -5194874.500000 Penalty: 1031.277710
	Iteration 123Q: 3 clusters Score -5194874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -5194865.000000 Penalty: 1031.277710
	Iteration 124Q: 3 clusters Score -5194865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -5194863.500000 Penalty: 1031.277710
	Iteration 125Q: 3 clusters Score -5194864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -5194862.000000 Penalty: 1031.277710
	Iteration 126Q: 3 clusters Score -5194862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -5194872.500000 Penalty: 1031.277710
	Iteration 127Q: 3 clusters Score -5194872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -5194868.500000 Penalty: 1031.277710
	Iteration 128Q: 3 clusters Score -5194868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -5194853.500000 Penalty: 1031.277710
	Iteration 129Q: 3 clusters Score -5194854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -5194865.500000 Penalty: 1031.277710
	Iteration 130Q: 3 clusters Score -5194866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -5194869.500000 Penalty: 1031.277710
	Iteration 131Q: 3 clusters Score -5194870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -5194873.000000 Penalty: 1031.277710
	Iteration 132Q: 3 clusters Score -5194873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -5194882.000000 Penalty: 1031.277710
	Iteration 133Q: 3 clusters Score -5194882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -5194889.000000 Penalty: 1031.277710
	Iteration 134Q: 3 clusters Score -5194889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -5194884.000000 Penalty: 1031.277710
	Iteration 135Q: 3 clusters Score -5194884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -5194893.000000 Penalty: 1031.277710
	Iteration 136Q: 3 clusters Score -5194893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -5194894.500000 Penalty: 1031.277710
	Iteration 137Q: 3 clusters Score -5194894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -5194892.500000 Penalty: 1031.277710
	Iteration 138Q: 3 clusters Score -5194892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -5194891.000000 Penalty: 1031.277710
	Iteration 139Q: 3 clusters Score -5194891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -5194884.500000 Penalty: 1031.277710
	Iteration 140F: 3 clusters Score -5194884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -5194892.500000 Penalty: 1031.277710
	Iteration 141Q: 3 clusters Score -5194892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -5194886.500000 Penalty: 1031.277710
	Iteration 142Q: 3 clusters Score -5194886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -5194880.000000 Penalty: 1031.277710
	Iteration 143Q: 3 clusters Score -5194880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -5194870.000000 Penalty: 1031.277710
	Iteration 144Q: 3 clusters Score -5194870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -5194866.500000 Penalty: 1031.277710
	Iteration 145Q: 3 clusters Score -5194866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -5194858.500000 Penalty: 1031.277710
	Iteration 146Q: 3 clusters Score -5194858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -5194864.000000 Penalty: 1031.277710
	Iteration 147Q: 3 clusters Score -5194864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -5194857.500000 Penalty: 1031.277710
	Iteration 148Q: 3 clusters Score -5194858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -5194863.000000 Penalty: 1031.277710
	Iteration 149Q: 3 clusters Score -5194863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -5194862.500000 Penalty: 1031.277710
	Iteration 150Q: 3 clusters Score -5194862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -5194869.500000 Penalty: 1031.277710
	Iteration 151Q: 3 clusters Score -5194870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -5194874.500000 Penalty: 1031.277710
	Iteration 152Q: 3 clusters Score -5194874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -5194865.000000 Penalty: 1031.277710
	Iteration 153Q: 3 clusters Score -5194865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -5194869.500000 Penalty: 1031.277710
	Iteration 154Q: 3 clusters Score -5194870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -5194856.500000 Penalty: 1031.277710
	Iteration 155Q: 3 clusters Score -5194856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -5194857.000000 Penalty: 1031.277710
	Iteration 156Q: 3 clusters Score -5194857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -5194854.500000 Penalty: 1031.277710
	Iteration 157Q: 3 clusters Score -5194854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -5194858.500000 Penalty: 1031.277710
	Iteration 158Q: 3 clusters Score -5194858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -5194862.500000 Penalty: 1031.277710
	Iteration 159Q: 3 clusters Score -5194862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -5194864.500000 Penalty: 1031.277710
	Iteration 160F: 3 clusters Score -5194864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -5194868.000000 Penalty: 1031.277710
	Iteration 161Q: 3 clusters Score -5194868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -5194864.500000 Penalty: 1031.277710
	Iteration 162Q: 3 clusters Score -5194864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -5194862.500000 Penalty: 1031.277710
	Iteration 163Q: 3 clusters Score -5194862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -5194861.500000 Penalty: 1031.277710
	Iteration 164Q: 3 clusters Score -5194862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -5194865.000000 Penalty: 1031.277710
	Iteration 165Q: 3 clusters Score -5194865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -5194861.500000 Penalty: 1031.277710
	Iteration 166Q: 3 clusters Score -5194862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -5194862.500000 Penalty: 1031.277710
	Iteration 167Q: 3 clusters Score -5194862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -5194860.500000 Penalty: 1031.277710
	Iteration 168Q: 3 clusters Score -5194860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -5194864.500000 Penalty: 1031.277710
	Iteration 169Q: 3 clusters Score -5194864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -5194860.500000 Penalty: 1031.277710
	Iteration 170Q: 3 clusters Score -5194860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -5194860.500000 Penalty: 1031.277710
	Iteration 171F: 3 clusters Score -5194860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 30409 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 33602 members 
Mstep: Class 12 contains 42836 members 
Mstep: Class 13 contains 41207 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 27217 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 62638 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11642 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78079 members 
Mstep: Class 28 contains 90390 members 
Mstep: Class 29 contains 43641 members 
Mstep: Class 30 contains 47303 members 
Mstep: Class 31 contains 19265 members 
Mstep: Class 32 contains 82415 members 
Entering Unmasked Estep 
Score: -42235236.000000 Penalty: 19589.250000
Splitting cluster 7 changes total score from -42235404.000000 to -42235236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -107866.648438 Penalty: 343.315216
	Iteration 0F: 2 clusters Score -107866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -106542.617188 Penalty: 686.630432
	Iteration 0F: 3 clusters Score -106542.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107040.000000 Penalty: 686.630432
	Iteration 1F: 3 clusters Score -107040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -107115.343750 Penalty: 686.630432
	Iteration 2F: 3 clusters Score -107115.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -107172.156250 Penalty: 686.630432
	Iteration 3F: 3 clusters Score -107172.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -107218.843750 Penalty: 686.630432
	Iteration 4Q: 3 clusters Score -107218.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -107257.398438 Penalty: 686.630432
	Iteration 5Q: 3 clusters Score -107257.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -107299.273438 Penalty: 686.630432
	Iteration 6Q: 3 clusters Score -107299.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -107356.328125 Penalty: 686.630432
	Iteration 7Q: 3 clusters Score -107356.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -107406.125000 Penalty: 686.630432
	Iteration 8Q: 3 clusters Score -107406.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -107450.906250 Penalty: 686.630432
	Iteration 9Q: 3 clusters Score -107450.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -107494.289062 Penalty: 686.630432
	Iteration 10Q: 3 clusters Score -107494.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -107533.835938 Penalty: 686.630432
	Iteration 11Q: 3 clusters Score -107533.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -107572.273438 Penalty: 686.630432
	Iteration 12Q: 3 clusters Score -107572.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -107608.531250 Penalty: 686.630432
	Iteration 13Q: 3 clusters Score -107608.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -107629.617188 Penalty: 686.630432
	Iteration 14Q: 3 clusters Score -107629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -107636.492188 Penalty: 686.630432
	Iteration 15Q: 3 clusters Score -107636.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -107643.187500 Penalty: 686.630432
	Iteration 16Q: 3 clusters Score -107643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -107645.062500 Penalty: 686.630432
	Iteration 17Q: 3 clusters Score -107645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -107646.328125 Penalty: 686.630432
	Iteration 18Q: 3 clusters Score -107646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -107646.531250 Penalty: 686.630432
	Iteration 19Q: 3 clusters Score -107646.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -107646.531250 Penalty: 686.630432
	Iteration 20F: 3 clusters Score -107646.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -144764.078125 Penalty: 357.303680
	Iteration 0F: 2 clusters Score -144764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142958.546875 Penalty: 714.607361
	Iteration 0F: 3 clusters Score -142958.5 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -143656.875000 Penalty: 714.607361
	Iteration 1F: 3 clusters Score -143656.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -143857.296875 Penalty: 714.607361
	Iteration 2F: 3 clusters Score -143857.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -144067.875000 Penalty: 714.607361
	Iteration 3F: 3 clusters Score -144067.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -144215.390625 Penalty: 714.607361
	Iteration 4F: 3 clusters Score -144215.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -144332.046875 Penalty: 714.607361
	Iteration 5F: 3 clusters Score -144332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -144420.390625 Penalty: 714.607361
	Iteration 6Q: 3 clusters Score -144420.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -144478.359375 Penalty: 714.607361
	Iteration 7Q: 3 clusters Score -144478.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -144528.828125 Penalty: 714.607361
	Iteration 8Q: 3 clusters Score -144528.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -144553.562500 Penalty: 714.607361
	Iteration 9Q: 3 clusters Score -144553.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -144563.406250 Penalty: 714.607361
	Iteration 10Q: 3 clusters Score -144563.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -144568.890625 Penalty: 714.607361
	Iteration 11Q: 3 clusters Score -144568.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -144572.328125 Penalty: 714.607361
	Iteration 12Q: 3 clusters Score -144572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -144575.031250 Penalty: 714.607361
	Iteration 13Q: 3 clusters Score -144575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -144578.109375 Penalty: 714.607361
	Iteration 14Q: 3 clusters Score -144578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -144579.312500 Penalty: 714.607361
	Iteration 15Q: 3 clusters Score -144579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -144581.093750 Penalty: 714.607361
	Iteration 16Q: 3 clusters Score -144581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -144583.234375 Penalty: 714.607361
	Iteration 17Q: 3 clusters Score -144583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -144584.734375 Penalty: 714.607361
	Iteration 18Q: 3 clusters Score -144584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -144585.062500 Penalty: 714.607361
	Iteration 19Q: 3 clusters Score -144585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -144585.390625 Penalty: 714.607361
	Iteration 20F: 3 clusters Score -144585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -144585.984375 Penalty: 714.607361
	Iteration 21Q: 3 clusters Score -144586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -144586.234375 Penalty: 714.607361
	Iteration 22Q: 3 clusters Score -144586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -144586.765625 Penalty: 714.607361
	Iteration 23Q: 3 clusters Score -144586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -144587.625000 Penalty: 714.607361
	Iteration 24Q: 3 clusters Score -144587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -144588.109375 Penalty: 714.607361
	Iteration 25Q: 3 clusters Score -144588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -144588.500000 Penalty: 714.607361
	Iteration 26Q: 3 clusters Score -144588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -144588.500000 Penalty: 714.607361
	Iteration 27F: 3 clusters Score -144588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -316072.812500 Penalty: 390.465942
	Iteration 0F: 2 clusters Score -316072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -312433.468750 Penalty: 780.931885
	Iteration 0F: 3 clusters Score -312433.5 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -313870.625000 Penalty: 780.931885
	Iteration 1F: 3 clusters Score -313870.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -314114.375000 Penalty: 780.931885
	Iteration 2F: 3 clusters Score -314114.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -314434.031250 Penalty: 780.931885
	Iteration 3F: 3 clusters Score -314434 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -314804.875000 Penalty: 780.931885
	Iteration 4F: 3 clusters Score -314804.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -315150.718750 Penalty: 780.931885
	Iteration 5F: 3 clusters Score -315150.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -315373.593750 Penalty: 780.931885
	Iteration 6Q: 3 clusters Score -315373.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -315477.937500 Penalty: 780.931885
	Iteration 7Q: 3 clusters Score -315477.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -315529.843750 Penalty: 780.931885
	Iteration 8Q: 3 clusters Score -315529.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -315570.093750 Penalty: 780.931885
	Iteration 9Q: 3 clusters Score -315570.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -315598.875000 Penalty: 780.931885
	Iteration 10Q: 3 clusters Score -315598.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -315620.156250 Penalty: 780.931885
	Iteration 11Q: 3 clusters Score -315620.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -315635.625000 Penalty: 780.931885
	Iteration 12Q: 3 clusters Score -315635.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -315647.562500 Penalty: 780.931885
	Iteration 13Q: 3 clusters Score -315647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -315658.437500 Penalty: 780.931885
	Iteration 14Q: 3 clusters Score -315658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -315666.906250 Penalty: 780.931885
	Iteration 15Q: 3 clusters Score -315666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -315672.500000 Penalty: 780.931885
	Iteration 16Q: 3 clusters Score -315672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -315675.281250 Penalty: 780.931885
	Iteration 17Q: 3 clusters Score -315675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -315679.625000 Penalty: 780.931885
	Iteration 18Q: 3 clusters Score -315679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -315682.281250 Penalty: 780.931885
	Iteration 19Q: 3 clusters Score -315682.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -315687.562500 Penalty: 780.931885
	Iteration 20F: 3 clusters Score -315687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -315690.531250 Penalty: 780.931885
	Iteration 21Q: 3 clusters Score -315690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -315693.843750 Penalty: 780.931885
	Iteration 22Q: 3 clusters Score -315693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -315698.906250 Penalty: 780.931885
	Iteration 23Q: 3 clusters Score -315698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -315705.156250 Penalty: 780.931885
	Iteration 24Q: 3 clusters Score -315705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -315713.437500 Penalty: 780.931885
	Iteration 25Q: 3 clusters Score -315713.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -315719.062500 Penalty: 780.931885
	Iteration 26Q: 3 clusters Score -315719.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -315723.281250 Penalty: 780.931885
	Iteration 27Q: 3 clusters Score -315723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -315726.156250 Penalty: 780.931885
	Iteration 28Q: 3 clusters Score -315726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -315727.093750 Penalty: 780.931885
	Iteration 29Q: 3 clusters Score -315727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -315728.375000 Penalty: 780.931885
	Iteration 30Q: 3 clusters Score -315728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -315728.656250 Penalty: 780.931885
	Iteration 31Q: 3 clusters Score -315728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -315728.562500 Penalty: 780.931885
	Iteration 32Q: 3 clusters Score -315728.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -315728.562500 Penalty: 780.931885
	Iteration 33F: 3 clusters Score -315728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Entering Unmasked Estep 
Score: -2174869.250000 Penalty: 474.216492
	Iteration 0F: 2 clusters Score -2174869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2152440.750000 Penalty: 948.432983
	Iteration 0F: 3 clusters Score -2152441 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2162180.000000 Penalty: 948.432983
	Iteration 1F: 3 clusters Score -2162180 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2162722.500000 Penalty: 948.432983
	Iteration 2Q: 3 clusters Score -2162722 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2163472.500000 Penalty: 948.432983
	Iteration 3F: 3 clusters Score -2163472 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2164616.500000 Penalty: 948.432983
	Iteration 4F: 3 clusters Score -2164616 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2166314.750000 Penalty: 948.432983
	Iteration 5F: 3 clusters Score -2166315 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2168668.500000 Penalty: 948.432983
	Iteration 6F: 3 clusters Score -2168668 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -2171158.250000 Penalty: 948.432983
	Iteration 7F: 3 clusters Score -2171158 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -2172792.500000 Penalty: 948.432983
	Iteration 8Q: 3 clusters Score -2172792 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -2173613.000000 Penalty: 948.432983
	Iteration 9Q: 3 clusters Score -2173613 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -2174033.000000 Penalty: 948.432983
	Iteration 10Q: 3 clusters Score -2174033 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -2174215.750000 Penalty: 948.432983
	Iteration 11Q: 3 clusters Score -2174216 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -2174317.750000 Penalty: 948.432983
	Iteration 12Q: 3 clusters Score -2174318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -2174380.000000 Penalty: 948.432983
	Iteration 13Q: 3 clusters Score -2174380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -2174422.500000 Penalty: 948.432983
	Iteration 14Q: 3 clusters Score -2174422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -2174450.000000 Penalty: 948.432983
	Iteration 15Q: 3 clusters Score -2174450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -2174462.500000 Penalty: 948.432983
	Iteration 16Q: 3 clusters Score -2174462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -2174469.000000 Penalty: 948.432983
	Iteration 17Q: 3 clusters Score -2174469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -2174472.250000 Penalty: 948.432983
	Iteration 18Q: 3 clusters Score -2174472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -2174472.000000 Penalty: 948.432983
	Iteration 19Q: 3 clusters Score -2174472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -2174472.000000 Penalty: 948.432983
	Iteration 20F: 3 clusters Score -2174472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Entering Unmasked Estep 
Score: -2817462.750000 Penalty: 485.263611
	Iteration 0F: 2 clusters Score -2817463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2790466.000000 Penalty: 970.527222
	Iteration 0F: 3 clusters Score -2790466 nChanged 20704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2803148.750000 Penalty: 970.527222
	Iteration 1F: 3 clusters Score -2803149 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2803935.750000 Penalty: 970.527222
	Iteration 2F: 3 clusters Score -2803936 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2804932.250000 Penalty: 970.527222
	Iteration 3F: 3 clusters Score -2804932 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2806245.500000 Penalty: 970.527222
	Iteration 4F: 3 clusters Score -2806246 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2808248.500000 Penalty: 970.527222
	Iteration 5F: 3 clusters Score -2808248 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2810746.250000 Penalty: 970.527222
	Iteration 6F: 3 clusters Score -2810746 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2813289.250000 Penalty: 970.527222
	Iteration 7F: 3 clusters Score -2813289 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2815144.000000 Penalty: 970.527222
	Iteration 8Q: 3 clusters Score -2815144 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2816064.750000 Penalty: 970.527222
	Iteration 9Q: 3 clusters Score -2816065 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2816535.750000 Penalty: 970.527222
	Iteration 10Q: 3 clusters Score -2816536 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2816776.750000 Penalty: 970.527222
	Iteration 11Q: 3 clusters Score -2816777 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2816902.000000 Penalty: 970.527222
	Iteration 12Q: 3 clusters Score -2816902 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2816994.750000 Penalty: 970.527222
	Iteration 13Q: 3 clusters Score -2816995 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2817045.000000 Penalty: 970.527222
	Iteration 14Q: 3 clusters Score -2817045 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2817054.000000 Penalty: 970.527222
	Iteration 15Q: 3 clusters Score -2817054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2817061.000000 Penalty: 970.527222
	Iteration 16Q: 3 clusters Score -2817061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2817061.000000 Penalty: 970.527222
	Iteration 17Q: 3 clusters Score -2817061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2817064.750000 Penalty: 970.527222
	Iteration 18Q: 3 clusters Score -2817065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2817079.750000 Penalty: 970.527222
	Iteration 19Q: 3 clusters Score -2817080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2817091.250000 Penalty: 970.527222
	Iteration 20F: 3 clusters Score -2817091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2817099.500000 Penalty: 970.527222
	Iteration 21Q: 3 clusters Score -2817100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2817100.750000 Penalty: 970.527222
	Iteration 22Q: 3 clusters Score -2817101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2817100.750000 Penalty: 970.527222
	Iteration 23F: 3 clusters Score -2817101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Entering Unmasked Estep 
Score: -2726729.750000 Penalty: 483.499542
	Iteration 0F: 2 clusters Score -2726730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2700434.500000 Penalty: 966.999084
	Iteration 0F: 3 clusters Score -2700434 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2711523.750000 Penalty: 966.999084
	Iteration 1F: 3 clusters Score -2711524 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2711762.500000 Penalty: 966.999084
	Iteration 2Q: 3 clusters Score -2711762 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2712154.500000 Penalty: 966.999084
	Iteration 3Q: 3 clusters Score -2712154 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2712801.500000 Penalty: 966.999084
	Iteration 4Q: 3 clusters Score -2712802 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2713966.750000 Penalty: 966.999084
	Iteration 5F: 3 clusters Score -2713967 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -2715833.250000 Penalty: 966.999084
	Iteration 6F: 3 clusters Score -2715833 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -2718353.250000 Penalty: 966.999084
	Iteration 7F: 3 clusters Score -2718353 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -2720973.250000 Penalty: 966.999084
	Iteration 8F: 3 clusters Score -2720973 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -2722993.750000 Penalty: 966.999084
	Iteration 9F: 3 clusters Score -2722994 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -2724223.250000 Penalty: 966.999084
	Iteration 10Q: 3 clusters Score -2724223 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -2724940.250000 Penalty: 966.999084
	Iteration 11Q: 3 clusters Score -2724940 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -2725368.750000 Penalty: 966.999084
	Iteration 12Q: 3 clusters Score -2725369 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -2725665.000000 Penalty: 966.999084
	Iteration 13Q: 3 clusters Score -2725665 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -2725876.500000 Penalty: 966.999084
	Iteration 14Q: 3 clusters Score -2725876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -2726019.000000 Penalty: 966.999084
	Iteration 15Q: 3 clusters Score -2726019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -2726077.000000 Penalty: 966.999084
	Iteration 16Q: 3 clusters Score -2726077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -2726102.000000 Penalty: 966.999084
	Iteration 17Q: 3 clusters Score -2726102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -2726145.500000 Penalty: 966.999084
	Iteration 18Q: 3 clusters Score -2726146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -2726166.000000 Penalty: 966.999084
	Iteration 19Q: 3 clusters Score -2726166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -2726173.250000 Penalty: 966.999084
	Iteration 20F: 3 clusters Score -2726173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -2726175.500000 Penalty: 966.999084
	Iteration 21Q: 3 clusters Score -2726176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -2726180.000000 Penalty: 966.999084
	Iteration 22Q: 3 clusters Score -2726180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -2726183.250000 Penalty: 966.999084
	Iteration 23Q: 3 clusters Score -2726183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -2726185.750000 Penalty: 966.999084
	Iteration 24Q: 3 clusters Score -2726186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -2726189.250000 Penalty: 966.999084
	Iteration 25Q: 3 clusters Score -2726189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -2726196.250000 Penalty: 966.999084
	Iteration 26Q: 3 clusters Score -2726196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -2726195.750000 Penalty: 966.999084
	Iteration 27Q: 3 clusters Score -2726196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -2726199.250000 Penalty: 966.999084
	Iteration 28Q: 3 clusters Score -2726199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -2726208.750000 Penalty: 966.999084
	Iteration 29Q: 3 clusters Score -2726209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -2726215.500000 Penalty: 966.999084
	Iteration 30Q: 3 clusters Score -2726216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -2726218.500000 Penalty: 966.999084
	Iteration 31Q: 3 clusters Score -2726218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -2726222.500000 Penalty: 966.999084
	Iteration 32Q: 3 clusters Score -2726222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -2726222.500000 Penalty: 966.999084
	Iteration 33F: 3 clusters Score -2726222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -317979.218750 Penalty: 389.959778
	Iteration 0F: 2 clusters Score -317979.2 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 2634 members 
Entering Unmasked Estep 
Score: -314439.000000 Penalty: 779.919556
	Iteration 0F: 3 clusters Score -314439 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -315854.562500 Penalty: 779.919556
	Iteration 1F: 3 clusters Score -315854.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -316080.468750 Penalty: 779.919556
	Iteration 2F: 3 clusters Score -316080.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -316328.781250 Penalty: 779.919556
	Iteration 3F: 3 clusters Score -316328.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -316581.656250 Penalty: 779.919556
	Iteration 4F: 3 clusters Score -316581.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -316837.875000 Penalty: 779.919556
	Iteration 5F: 3 clusters Score -316837.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -317047.281250 Penalty: 779.919556
	Iteration 6F: 3 clusters Score -317047.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -317176.781250 Penalty: 779.919556
	Iteration 7Q: 3 clusters Score -317176.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -317271.218750 Penalty: 779.919556
	Iteration 8Q: 3 clusters Score -317271.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -317352.968750 Penalty: 779.919556
	Iteration 9Q: 3 clusters Score -317353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -317430.343750 Penalty: 779.919556
	Iteration 10Q: 3 clusters Score -317430.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -317478.062500 Penalty: 779.919556
	Iteration 11Q: 3 clusters Score -317478.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -317515.062500 Penalty: 779.919556
	Iteration 12Q: 3 clusters Score -317515.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -317560.531250 Penalty: 779.919556
	Iteration 13Q: 3 clusters Score -317560.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -317590.062500 Penalty: 779.919556
	Iteration 14Q: 3 clusters Score -317590.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -317609.437500 Penalty: 779.919556
	Iteration 15Q: 3 clusters Score -317609.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -317626.312500 Penalty: 779.919556
	Iteration 16Q: 3 clusters Score -317626.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -317642.656250 Penalty: 779.919556
	Iteration 17Q: 3 clusters Score -317642.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -317652.031250 Penalty: 779.919556
	Iteration 18Q: 3 clusters Score -317652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -317657.156250 Penalty: 779.919556
	Iteration 19Q: 3 clusters Score -317657.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -317662.343750 Penalty: 779.919556
	Iteration 20F: 3 clusters Score -317662.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -317666.000000 Penalty: 779.919556
	Iteration 21Q: 3 clusters Score -317666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -317673.687500 Penalty: 779.919556
	Iteration 22Q: 3 clusters Score -317673.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -317684.750000 Penalty: 779.919556
	Iteration 23Q: 3 clusters Score -317684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -317691.625000 Penalty: 779.919556
	Iteration 24Q: 3 clusters Score -317691.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -317696.875000 Penalty: 779.919556
	Iteration 25Q: 3 clusters Score -317696.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -317699.906250 Penalty: 779.919556
	Iteration 26Q: 3 clusters Score -317699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -317705.312500 Penalty: 779.919556
	Iteration 27Q: 3 clusters Score -317705.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -317707.437500 Penalty: 779.919556
	Iteration 28Q: 3 clusters Score -317707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -317707.937500 Penalty: 779.919556
	Iteration 29Q: 3 clusters Score -317707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -317709.062500 Penalty: 779.919556
	Iteration 30Q: 3 clusters Score -317709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -317709.500000 Penalty: 779.919556
	Iteration 31Q: 3 clusters Score -317709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -317709.406250 Penalty: 779.919556
	Iteration 32Q: 3 clusters Score -317709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -317709.906250 Penalty: 779.919556
	Iteration 33Q: 3 clusters Score -317709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -317710.218750 Penalty: 779.919556
	Iteration 34Q: 3 clusters Score -317710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -317710.343750 Penalty: 779.919556
	Iteration 35Q: 3 clusters Score -317710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -317710.500000 Penalty: 779.919556
	Iteration 36Q: 3 clusters Score -317710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -317711.031250 Penalty: 779.919556
	Iteration 37Q: 3 clusters Score -317711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -317711.500000 Penalty: 779.919556
	Iteration 38Q: 3 clusters Score -317711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -317713.093750 Penalty: 779.919556
	Iteration 39Q: 3 clusters Score -317713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -317715.062500 Penalty: 779.919556
	Iteration 40F: 3 clusters Score -317715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -317716.343750 Penalty: 779.919556
	Iteration 41Q: 3 clusters Score -317716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -317716.968750 Penalty: 779.919556
	Iteration 42Q: 3 clusters Score -317717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -317719.062500 Penalty: 779.919556
	Iteration 43Q: 3 clusters Score -317719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -317719.312500 Penalty: 779.919556
	Iteration 44Q: 3 clusters Score -317719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -317719.343750 Penalty: 779.919556
	Iteration 45Q: 3 clusters Score -317719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -317719.375000 Penalty: 779.919556
	Iteration 46Q: 3 clusters Score -317719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -317719.375000 Penalty: 779.919556
	Iteration 47F: 3 clusters Score -317719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Entering Unmasked Estep 
Score: -413087.093750 Penalty: 397.025360
	Iteration 0F: 2 clusters Score -413087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -408918.218750 Penalty: 794.050720
	Iteration 0F: 3 clusters Score -408918.2 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -410450.031250 Penalty: 794.050720
	Iteration 1F: 3 clusters Score -410450 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -410555.406250 Penalty: 794.050720
	Iteration 2Q: 3 clusters Score -410555.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -410645.156250 Penalty: 794.050720
	Iteration 3Q: 3 clusters Score -410645.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -410736.000000 Penalty: 794.050720
	Iteration 4Q: 3 clusters Score -410736 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -410858.718750 Penalty: 794.050720
	Iteration 5Q: 3 clusters Score -410858.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -411026.593750 Penalty: 794.050720
	Iteration 6Q: 3 clusters Score -411026.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -411258.781250 Penalty: 794.050720
	Iteration 7F: 3 clusters Score -411258.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -411587.062500 Penalty: 794.050720
	Iteration 8F: 3 clusters Score -411587.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -411927.281250 Penalty: 794.050720
	Iteration 9F: 3 clusters Score -411927.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -412118.093750 Penalty: 794.050720
	Iteration 10Q: 3 clusters Score -412118.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -412195.281250 Penalty: 794.050720
	Iteration 11Q: 3 clusters Score -412195.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -412236.125000 Penalty: 794.050720
	Iteration 12Q: 3 clusters Score -412236.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -412267.000000 Penalty: 794.050720
	Iteration 13Q: 3 clusters Score -412267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412297.406250 Penalty: 794.050720
	Iteration 14Q: 3 clusters Score -412297.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -412329.312500 Penalty: 794.050720
	Iteration 15Q: 3 clusters Score -412329.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -412358.718750 Penalty: 794.050720
	Iteration 16Q: 3 clusters Score -412358.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -412386.656250 Penalty: 794.050720
	Iteration 17Q: 3 clusters Score -412386.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -412412.312500 Penalty: 794.050720
	Iteration 18Q: 3 clusters Score -412412.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -412431.906250 Penalty: 794.050720
	Iteration 19Q: 3 clusters Score -412431.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -412449.062500 Penalty: 794.050720
	Iteration 20F: 3 clusters Score -412449.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -412467.312500 Penalty: 794.050720
	Iteration 21Q: 3 clusters Score -412467.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -412481.937500 Penalty: 794.050720
	Iteration 22Q: 3 clusters Score -412481.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -412493.437500 Penalty: 794.050720
	Iteration 23Q: 3 clusters Score -412493.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -412507.031250 Penalty: 794.050720
	Iteration 24Q: 3 clusters Score -412507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -412519.593750 Penalty: 794.050720
	Iteration 25Q: 3 clusters Score -412519.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -412527.156250 Penalty: 794.050720
	Iteration 26Q: 3 clusters Score -412527.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -412535.437500 Penalty: 794.050720
	Iteration 27Q: 3 clusters Score -412535.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -412549.937500 Penalty: 794.050720
	Iteration 28Q: 3 clusters Score -412549.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -412562.343750 Penalty: 794.050720
	Iteration 29Q: 3 clusters Score -412562.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -412575.312500 Penalty: 794.050720
	Iteration 30Q: 3 clusters Score -412575.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -412582.593750 Penalty: 794.050720
	Iteration 31Q: 3 clusters Score -412582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -412586.812500 Penalty: 794.050720
	Iteration 32Q: 3 clusters Score -412586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -412591.312500 Penalty: 794.050720
	Iteration 33Q: 3 clusters Score -412591.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -412595.031250 Penalty: 794.050720
	Iteration 34Q: 3 clusters Score -412595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -412597.687500 Penalty: 794.050720
	Iteration 35Q: 3 clusters Score -412597.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -412600.437500 Penalty: 794.050720
	Iteration 36Q: 3 clusters Score -412600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -412601.562500 Penalty: 794.050720
	Iteration 37Q: 3 clusters Score -412601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -412602.343750 Penalty: 794.050720
	Iteration 38Q: 3 clusters Score -412602.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -412604.937500 Penalty: 794.050720
	Iteration 39Q: 3 clusters Score -412604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -412609.531250 Penalty: 794.050720
	Iteration 40F: 3 clusters Score -412609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -412613.062500 Penalty: 794.050720
	Iteration 41Q: 3 clusters Score -412613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -412616.750000 Penalty: 794.050720
	Iteration 42Q: 3 clusters Score -412616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -412619.437500 Penalty: 794.050720
	Iteration 43Q: 3 clusters Score -412619.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -412626.500000 Penalty: 794.050720
	Iteration 44Q: 3 clusters Score -412626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -412634.093750 Penalty: 794.050720
	Iteration 45Q: 3 clusters Score -412634.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -412638.437500 Penalty: 794.050720
	Iteration 46Q: 3 clusters Score -412638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -412641.531250 Penalty: 794.050720
	Iteration 47Q: 3 clusters Score -412641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -412646.281250 Penalty: 794.050720
	Iteration 48Q: 3 clusters Score -412646.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -412649.375000 Penalty: 794.050720
	Iteration 49Q: 3 clusters Score -412649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -412651.812500 Penalty: 794.050720
	Iteration 50Q: 3 clusters Score -412651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -412654.187500 Penalty: 794.050720
	Iteration 51Q: 3 clusters Score -412654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -412656.718750 Penalty: 794.050720
	Iteration 52Q: 3 clusters Score -412656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -412660.343750 Penalty: 794.050720
	Iteration 53Q: 3 clusters Score -412660.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -412661.343750 Penalty: 794.050720
	Iteration 54Q: 3 clusters Score -412661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -412662.281250 Penalty: 794.050720
	Iteration 55Q: 3 clusters Score -412662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -412663.437500 Penalty: 794.050720
	Iteration 56Q: 3 clusters Score -412663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -412665.531250 Penalty: 794.050720
	Iteration 57Q: 3 clusters Score -412665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -412668.062500 Penalty: 794.050720
	Iteration 58Q: 3 clusters Score -412668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -412671.531250 Penalty: 794.050720
	Iteration 59Q: 3 clusters Score -412671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -412675.000000 Penalty: 794.050720
	Iteration 60F: 3 clusters Score -412675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -412678.125000 Penalty: 794.050720
	Iteration 61Q: 3 clusters Score -412678.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -412681.375000 Penalty: 794.050720
	Iteration 62Q: 3 clusters Score -412681.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -412684.781250 Penalty: 794.050720
	Iteration 63Q: 3 clusters Score -412684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -412691.312500 Penalty: 794.050720
	Iteration 64Q: 3 clusters Score -412691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -412695.406250 Penalty: 794.050720
	Iteration 65Q: 3 clusters Score -412695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -412701.812500 Penalty: 794.050720
	Iteration 66Q: 3 clusters Score -412701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -412706.687500 Penalty: 794.050720
	Iteration 67Q: 3 clusters Score -412706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -412709.781250 Penalty: 794.050720
	Iteration 68Q: 3 clusters Score -412709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -412710.437500 Penalty: 794.050720
	Iteration 69Q: 3 clusters Score -412710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -412711.718750 Penalty: 794.050720
	Iteration 70Q: 3 clusters Score -412711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -412712.750000 Penalty: 794.050720
	Iteration 71Q: 3 clusters Score -412712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -412712.750000 Penalty: 794.050720
	Iteration 72F: 3 clusters Score -412712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Entering Unmasked Estep 
Score: -1780374.125000 Penalty: 464.627686
	Iteration 0F: 2 clusters Score -1780374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1762461.875000 Penalty: 929.255371
	Iteration 0F: 3 clusters Score -1762462 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1769977.750000 Penalty: 929.255371
	Iteration 1F: 3 clusters Score -1769978 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1770480.750000 Penalty: 929.255371
	Iteration 2Q: 3 clusters Score -1770481 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1771231.875000 Penalty: 929.255371
	Iteration 3Q: 3 clusters Score -1771232 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1772286.625000 Penalty: 929.255371
	Iteration 4F: 3 clusters Score -1772287 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1773589.375000 Penalty: 929.255371
	Iteration 5F: 3 clusters Score -1773589 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1775061.625000 Penalty: 929.255371
	Iteration 6F: 3 clusters Score -1775062 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1776226.250000 Penalty: 929.255371
	Iteration 7F: 3 clusters Score -1776226 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1776871.000000 Penalty: 929.255371
	Iteration 8Q: 3 clusters Score -1776871 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1777161.875000 Penalty: 929.255371
	Iteration 9Q: 3 clusters Score -1777162 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1777267.625000 Penalty: 929.255371
	Iteration 10Q: 3 clusters Score -1777268 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1777354.000000 Penalty: 929.255371
	Iteration 11Q: 3 clusters Score -1777354 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1777421.500000 Penalty: 929.255371
	Iteration 12Q: 3 clusters Score -1777422 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1777466.750000 Penalty: 929.255371
	Iteration 13Q: 3 clusters Score -1777467 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1777537.375000 Penalty: 929.255371
	Iteration 14Q: 3 clusters Score -1777537 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1777600.375000 Penalty: 929.255371
	Iteration 15Q: 3 clusters Score -1777600 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1777672.250000 Penalty: 929.255371
	Iteration 16Q: 3 clusters Score -1777672 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1777732.250000 Penalty: 929.255371
	Iteration 17Q: 3 clusters Score -1777732 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1777803.625000 Penalty: 929.255371
	Iteration 18Q: 3 clusters Score -1777804 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1777883.125000 Penalty: 929.255371
	Iteration 19Q: 3 clusters Score -1777883 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1777955.625000 Penalty: 929.255371
	Iteration 20F: 3 clusters Score -1777956 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1778027.125000 Penalty: 929.255371
	Iteration 21Q: 3 clusters Score -1778027 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1778093.250000 Penalty: 929.255371
	Iteration 22Q: 3 clusters Score -1778093 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1778158.375000 Penalty: 929.255371
	Iteration 23Q: 3 clusters Score -1778158 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1778215.250000 Penalty: 929.255371
	Iteration 24Q: 3 clusters Score -1778215 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1778301.500000 Penalty: 929.255371
	Iteration 25Q: 3 clusters Score -1778302 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1778393.750000 Penalty: 929.255371
	Iteration 26Q: 3 clusters Score -1778394 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1778495.875000 Penalty: 929.255371
	Iteration 27Q: 3 clusters Score -1778496 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1778585.750000 Penalty: 929.255371
	Iteration 28Q: 3 clusters Score -1778586 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1778699.750000 Penalty: 929.255371
	Iteration 29Q: 3 clusters Score -1778700 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1778805.000000 Penalty: 929.255371
	Iteration 30Q: 3 clusters Score -1778805 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1778917.375000 Penalty: 929.255371
	Iteration 31Q: 3 clusters Score -1778917 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1779026.875000 Penalty: 929.255371
	Iteration 32Q: 3 clusters Score -1779027 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1779132.875000 Penalty: 929.255371
	Iteration 33Q: 3 clusters Score -1779133 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1779241.625000 Penalty: 929.255371
	Iteration 34Q: 3 clusters Score -1779242 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1779338.875000 Penalty: 929.255371
	Iteration 35Q: 3 clusters Score -1779339 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1779428.250000 Penalty: 929.255371
	Iteration 36Q: 3 clusters Score -1779428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1779524.125000 Penalty: 929.255371
	Iteration 37Q: 3 clusters Score -1779524 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1779599.875000 Penalty: 929.255371
	Iteration 38Q: 3 clusters Score -1779600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1779654.625000 Penalty: 929.255371
	Iteration 39Q: 3 clusters Score -1779655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1779719.875000 Penalty: 929.255371
	Iteration 40F: 3 clusters Score -1779720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1779770.375000 Penalty: 929.255371
	Iteration 41Q: 3 clusters Score -1779770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1779819.500000 Penalty: 929.255371
	Iteration 42Q: 3 clusters Score -1779820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1779848.500000 Penalty: 929.255371
	Iteration 43Q: 3 clusters Score -1779848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1779868.125000 Penalty: 929.255371
	Iteration 44Q: 3 clusters Score -1779868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1779883.500000 Penalty: 929.255371
	Iteration 45Q: 3 clusters Score -1779884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1779900.000000 Penalty: 929.255371
	Iteration 46Q: 3 clusters Score -1779900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1779916.000000 Penalty: 929.255371
	Iteration 47Q: 3 clusters Score -1779916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1779933.625000 Penalty: 929.255371
	Iteration 48Q: 3 clusters Score -1779934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1779945.250000 Penalty: 929.255371
	Iteration 49Q: 3 clusters Score -1779945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1779956.750000 Penalty: 929.255371
	Iteration 50Q: 3 clusters Score -1779957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1779964.125000 Penalty: 929.255371
	Iteration 51Q: 3 clusters Score -1779964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1779967.250000 Penalty: 929.255371
	Iteration 52Q: 3 clusters Score -1779967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1779971.125000 Penalty: 929.255371
	Iteration 53Q: 3 clusters Score -1779971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1779972.875000 Penalty: 929.255371
	Iteration 54Q: 3 clusters Score -1779973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1779976.125000 Penalty: 929.255371
	Iteration 55Q: 3 clusters Score -1779976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1779976.500000 Penalty: 929.255371
	Iteration 56Q: 3 clusters Score -1779976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1779977.875000 Penalty: 929.255371
	Iteration 57Q: 3 clusters Score -1779978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1779979.250000 Penalty: 929.255371
	Iteration 58Q: 3 clusters Score -1779979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1779983.375000 Penalty: 929.255371
	Iteration 59Q: 3 clusters Score -1779983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1779984.500000 Penalty: 929.255371
	Iteration 60F: 3 clusters Score -1779984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1779986.250000 Penalty: 929.255371
	Iteration 61Q: 3 clusters Score -1779986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1779988.000000 Penalty: 929.255371
	Iteration 62Q: 3 clusters Score -1779988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1779988.875000 Penalty: 929.255371
	Iteration 63Q: 3 clusters Score -1779989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1779990.000000 Penalty: 929.255371
	Iteration 64Q: 3 clusters Score -1779990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1779990.000000 Penalty: 929.255371
	Iteration 65F: 3 clusters Score -1779990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -86408.320312 Penalty: 335.688019
	Iteration 0F: 2 clusters Score -86408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -85281.882812 Penalty: 671.376038
	Iteration 0F: 3 clusters Score -85281.88 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -85847.664062 Penalty: 671.376038
	Iteration 1F: 3 clusters Score -85847.66 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -86056.148438 Penalty: 671.376038
	Iteration 2F: 3 clusters Score -86056.15 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -86182.648438 Penalty: 671.376038
	Iteration 3F: 3 clusters Score -86182.65 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -86242.593750 Penalty: 671.376038
	Iteration 4F: 3 clusters Score -86242.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -86279.203125 Penalty: 671.376038
	Iteration 5Q: 3 clusters Score -86279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -86306.992188 Penalty: 671.376038
	Iteration 6Q: 3 clusters Score -86306.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -86316.484375 Penalty: 671.376038
	Iteration 7Q: 3 clusters Score -86316.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -86323.960938 Penalty: 671.376038
	Iteration 8Q: 3 clusters Score -86323.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -86327.781250 Penalty: 671.376038
	Iteration 9Q: 3 clusters Score -86327.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -86329.265625 Penalty: 671.376038
	Iteration 10Q: 3 clusters Score -86329.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -86331.609375 Penalty: 671.376038
	Iteration 11Q: 3 clusters Score -86331.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -86334.101562 Penalty: 671.376038
	Iteration 12Q: 3 clusters Score -86334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -86335.406250 Penalty: 671.376038
	Iteration 13Q: 3 clusters Score -86335.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -86336.859375 Penalty: 671.376038
	Iteration 14Q: 3 clusters Score -86336.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -86339.125000 Penalty: 671.376038
	Iteration 15Q: 3 clusters Score -86339.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -86340.578125 Penalty: 671.376038
	Iteration 16Q: 3 clusters Score -86340.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -86343.250000 Penalty: 671.376038
	Iteration 17Q: 3 clusters Score -86343.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -86344.984375 Penalty: 671.376038
	Iteration 18Q: 3 clusters Score -86344.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -86345.312500 Penalty: 671.376038
	Iteration 19Q: 3 clusters Score -86345.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -86346.789062 Penalty: 671.376038
	Iteration 20F: 3 clusters Score -86346.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -86347.906250 Penalty: 671.376038
	Iteration 21Q: 3 clusters Score -86347.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -86348.265625 Penalty: 671.376038
	Iteration 22Q: 3 clusters Score -86348.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -86348.703125 Penalty: 671.376038
	Iteration 23Q: 3 clusters Score -86348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -86349.265625 Penalty: 671.376038
	Iteration 24Q: 3 clusters Score -86349.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -86349.515625 Penalty: 671.376038
	Iteration 25Q: 3 clusters Score -86349.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -86352.062500 Penalty: 671.376038
	Iteration 26Q: 3 clusters Score -86352.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -86354.289062 Penalty: 671.376038
	Iteration 27Q: 3 clusters Score -86354.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -86356.187500 Penalty: 671.376038
	Iteration 28Q: 3 clusters Score -86356.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -86358.000000 Penalty: 671.376038
	Iteration 29Q: 3 clusters Score -86358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -86358.523438 Penalty: 671.376038
	Iteration 30Q: 3 clusters Score -86358.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -86359.203125 Penalty: 671.376038
	Iteration 31Q: 3 clusters Score -86359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -86359.257812 Penalty: 671.376038
	Iteration 32Q: 3 clusters Score -86359.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -86359.257812 Penalty: 671.376038
	Iteration 33F: 3 clusters Score -86359.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -258885.515625 Penalty: 377.196899
	Iteration 0F: 2 clusters Score -258885.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -256133.843750 Penalty: 754.393799
	Iteration 0F: 3 clusters Score -256133.8 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -257159.437500 Penalty: 754.393799
	Iteration 1F: 3 clusters Score -257159.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -257254.968750 Penalty: 754.393799
	Iteration 2F: 3 clusters Score -257255 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -257342.906250 Penalty: 754.393799
	Iteration 3Q: 3 clusters Score -257342.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -257431.015625 Penalty: 754.393799
	Iteration 4Q: 3 clusters Score -257431 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -257539.578125 Penalty: 754.393799
	Iteration 5Q: 3 clusters Score -257539.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -257668.703125 Penalty: 754.393799
	Iteration 6Q: 3 clusters Score -257668.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257798.203125 Penalty: 754.393799
	Iteration 7Q: 3 clusters Score -257798.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -257924.109375 Penalty: 754.393799
	Iteration 8Q: 3 clusters Score -257924.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -258035.125000 Penalty: 754.393799
	Iteration 9Q: 3 clusters Score -258035.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -258131.000000 Penalty: 754.393799
	Iteration 10Q: 3 clusters Score -258131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -258196.250000 Penalty: 754.393799
	Iteration 11Q: 3 clusters Score -258196.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -258257.703125 Penalty: 754.393799
	Iteration 12Q: 3 clusters Score -258257.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -258307.250000 Penalty: 754.393799
	Iteration 13Q: 3 clusters Score -258307.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -258353.875000 Penalty: 754.393799
	Iteration 14Q: 3 clusters Score -258353.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -258396.703125 Penalty: 754.393799
	Iteration 15Q: 3 clusters Score -258396.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -258423.468750 Penalty: 754.393799
	Iteration 16Q: 3 clusters Score -258423.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -258447.171875 Penalty: 754.393799
	Iteration 17Q: 3 clusters Score -258447.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -258469.375000 Penalty: 754.393799
	Iteration 18Q: 3 clusters Score -258469.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -258485.187500 Penalty: 754.393799
	Iteration 19Q: 3 clusters Score -258485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -258499.687500 Penalty: 754.393799
	Iteration 20F: 3 clusters Score -258499.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -258509.125000 Penalty: 754.393799
	Iteration 21Q: 3 clusters Score -258509.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -258520.640625 Penalty: 754.393799
	Iteration 22Q: 3 clusters Score -258520.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -258525.578125 Penalty: 754.393799
	Iteration 23Q: 3 clusters Score -258525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -258527.875000 Penalty: 754.393799
	Iteration 24Q: 3 clusters Score -258527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -258532.078125 Penalty: 754.393799
	Iteration 25Q: 3 clusters Score -258532.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -258537.187500 Penalty: 754.393799
	Iteration 26Q: 3 clusters Score -258537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -258538.171875 Penalty: 754.393799
	Iteration 27Q: 3 clusters Score -258538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -258539.984375 Penalty: 754.393799
	Iteration 28Q: 3 clusters Score -258540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -258542.109375 Penalty: 754.393799
	Iteration 29Q: 3 clusters Score -258542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -258543.359375 Penalty: 754.393799
	Iteration 30Q: 3 clusters Score -258543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -258543.359375 Penalty: 754.393799
	Iteration 31F: 3 clusters Score -258543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -105143.921875 Penalty: 334.942566
	Iteration 0F: 2 clusters Score -105143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103981.304688 Penalty: 669.885132
	Iteration 0F: 3 clusters Score -103981.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104331.328125 Penalty: 669.885132
	Iteration 1F: 3 clusters Score -104331.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -104424.640625 Penalty: 669.885132
	Iteration 2F: 3 clusters Score -104424.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104517.718750 Penalty: 669.885132
	Iteration 3F: 3 clusters Score -104517.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104595.898438 Penalty: 669.885132
	Iteration 4F: 3 clusters Score -104595.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104666.640625 Penalty: 669.885132
	Iteration 5Q: 3 clusters Score -104666.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104728.953125 Penalty: 669.885132
	Iteration 6Q: 3 clusters Score -104729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104773.062500 Penalty: 669.885132
	Iteration 7Q: 3 clusters Score -104773.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104804.328125 Penalty: 669.885132
	Iteration 8Q: 3 clusters Score -104804.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104819.320312 Penalty: 669.885132
	Iteration 9Q: 3 clusters Score -104819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104825.992188 Penalty: 669.885132
	Iteration 10Q: 3 clusters Score -104826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104831.320312 Penalty: 669.885132
	Iteration 11Q: 3 clusters Score -104831.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104835.570312 Penalty: 669.885132
	Iteration 12Q: 3 clusters Score -104835.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104838.476562 Penalty: 669.885132
	Iteration 13Q: 3 clusters Score -104838.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104841.375000 Penalty: 669.885132
	Iteration 14Q: 3 clusters Score -104841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104842.945312 Penalty: 669.885132
	Iteration 15Q: 3 clusters Score -104842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104844.765625 Penalty: 669.885132
	Iteration 16Q: 3 clusters Score -104844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104847.304688 Penalty: 669.885132
	Iteration 17Q: 3 clusters Score -104847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104850.132812 Penalty: 669.885132
	Iteration 18Q: 3 clusters Score -104850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104851.140625 Penalty: 669.885132
	Iteration 19Q: 3 clusters Score -104851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104851.312500 Penalty: 669.885132
	Iteration 20F: 3 clusters Score -104851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104851.382812 Penalty: 669.885132
	Iteration 21Q: 3 clusters Score -104851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104851.382812 Penalty: 669.885132
	Iteration 22F: 3 clusters Score -104851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -334691.593750 Penalty: 392.891418
	Iteration 0F: 2 clusters Score -334691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -330969.406250 Penalty: 785.782837
	Iteration 0F: 3 clusters Score -330969.4 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -332519.437500 Penalty: 785.782837
	Iteration 1F: 3 clusters Score -332519.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -332865.093750 Penalty: 785.782837
	Iteration 2F: 3 clusters Score -332865.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -333262.093750 Penalty: 785.782837
	Iteration 3F: 3 clusters Score -333262.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -333667.593750 Penalty: 785.782837
	Iteration 4F: 3 clusters Score -333667.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -333965.656250 Penalty: 785.782837
	Iteration 5F: 3 clusters Score -333965.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -334168.812500 Penalty: 785.782837
	Iteration 6F: 3 clusters Score -334168.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -334300.000000 Penalty: 785.782837
	Iteration 7Q: 3 clusters Score -334300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -334409.093750 Penalty: 785.782837
	Iteration 8Q: 3 clusters Score -334409.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -334491.593750 Penalty: 785.782837
	Iteration 9Q: 3 clusters Score -334491.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -334557.718750 Penalty: 785.782837
	Iteration 10Q: 3 clusters Score -334557.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -334611.062500 Penalty: 785.782837
	Iteration 11Q: 3 clusters Score -334611.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -334651.437500 Penalty: 785.782837
	Iteration 12Q: 3 clusters Score -334651.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -334672.875000 Penalty: 785.782837
	Iteration 13Q: 3 clusters Score -334672.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -334682.812500 Penalty: 785.782837
	Iteration 14Q: 3 clusters Score -334682.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -334686.250000 Penalty: 785.782837
	Iteration 15Q: 3 clusters Score -334686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -334689.968750 Penalty: 785.782837
	Iteration 16Q: 3 clusters Score -334690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -334691.593750 Penalty: 785.782837
	Iteration 17Q: 3 clusters Score -334691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -334691.343750 Penalty: 785.782837
	Iteration 18Q: 3 clusters Score -334691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -334692.000000 Penalty: 785.782837
	Iteration 19Q: 3 clusters Score -334692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -334692.500000 Penalty: 785.782837
	Iteration 20F: 3 clusters Score -334692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -334693.000000 Penalty: 785.782837
	Iteration 21Q: 3 clusters Score -334693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -334693.031250 Penalty: 785.782837
	Iteration 22Q: 3 clusters Score -334693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -334694.843750 Penalty: 785.782837
	Iteration 23Q: 3 clusters Score -334694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -334695.000000 Penalty: 785.782837
	Iteration 24Q: 3 clusters Score -334695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -334695.625000 Penalty: 785.782837
	Iteration 25Q: 3 clusters Score -334695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -334696.656250 Penalty: 785.782837
	Iteration 26Q: 3 clusters Score -334696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -334696.562500 Penalty: 785.782837
	Iteration 27Q: 3 clusters Score -334696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -334697.031250 Penalty: 785.782837
	Iteration 28Q: 3 clusters Score -334697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -334698.093750 Penalty: 785.782837
	Iteration 29Q: 3 clusters Score -334698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -334697.562500 Penalty: 785.782837
	Iteration 30Q: 3 clusters Score -334697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -334697.812500 Penalty: 785.782837
	Iteration 31Q: 3 clusters Score -334697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -334697.312500 Penalty: 785.782837
	Iteration 32Q: 3 clusters Score -334697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -334697.812500 Penalty: 785.782837
	Iteration 33Q: 3 clusters Score -334697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -334697.500000 Penalty: 785.782837
	Iteration 34Q: 3 clusters Score -334697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -334698.093750 Penalty: 785.782837
	Iteration 35Q: 3 clusters Score -334698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -334698.500000 Penalty: 785.782837
	Iteration 36Q: 3 clusters Score -334698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -334699.187500 Penalty: 785.782837
	Iteration 37Q: 3 clusters Score -334699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -334700.187500 Penalty: 785.782837
	Iteration 38Q: 3 clusters Score -334700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -334700.218750 Penalty: 785.782837
	Iteration 39Q: 3 clusters Score -334700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -334699.906250 Penalty: 785.782837
	Iteration 40F: 3 clusters Score -334699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 30409 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 83510 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 33602 members 
Mstep: Class 12 contains 42836 members 
Mstep: Class 13 contains 41207 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 27217 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 62638 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11642 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78079 members 
Mstep: Class 28 contains 90390 members 
Mstep: Class 29 contains 43641 members 
Mstep: Class 30 contains 47303 members 
Mstep: Class 31 contains 19265 members 
Mstep: Class 32 contains 1999 members 
Entering Unmasked Estep 
Score: -42235120.000000 Penalty: 19589.250000
Splitting cluster 20 changes total score from -42235404.000000 to -42235120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (62638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Entering Unmasked Estep 
Score: -4004985.500000 Penalty: 502.553314
	Iteration 0F: 2 clusters Score -4004986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3964656.250000 Penalty: 1005.106628
	Iteration 0F: 3 clusters Score -3964656 nChanged 30298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3984131.750000 Penalty: 1005.106628
	Iteration 1F: 3 clusters Score -3984132 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3985527.500000 Penalty: 1005.106628
	Iteration 2Q: 3 clusters Score -3985528 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3987458.500000 Penalty: 1005.106628
	Iteration 3F: 3 clusters Score -3987458 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3990121.000000 Penalty: 1005.106628
	Iteration 4F: 3 clusters Score -3990121 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3993172.500000 Penalty: 1005.106628
	Iteration 5F: 3 clusters Score -3993172 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3995641.250000 Penalty: 1005.106628
	Iteration 6F: 3 clusters Score -3995641 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3996834.250000 Penalty: 1005.106628
	Iteration 7Q: 3 clusters Score -3996834 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3997408.000000 Penalty: 1005.106628
	Iteration 8Q: 3 clusters Score -3997408 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3997810.250000 Penalty: 1005.106628
	Iteration 9Q: 3 clusters Score -3997810 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3998173.500000 Penalty: 1005.106628
	Iteration 10Q: 3 clusters Score -3998174 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3998578.000000 Penalty: 1005.106628
	Iteration 11Q: 3 clusters Score -3998578 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3998988.500000 Penalty: 1005.106628
	Iteration 12Q: 3 clusters Score -3998988 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3999441.750000 Penalty: 1005.106628
	Iteration 13Q: 3 clusters Score -3999442 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3999849.250000 Penalty: 1005.106628
	Iteration 14Q: 3 clusters Score -3999849 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4000253.500000 Penalty: 1005.106628
	Iteration 15Q: 3 clusters Score -4000254 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4000620.000000 Penalty: 1005.106628
	Iteration 16Q: 3 clusters Score -4000620 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4000977.750000 Penalty: 1005.106628
	Iteration 17Q: 3 clusters Score -4000978 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4001329.000000 Penalty: 1005.106628
	Iteration 18Q: 3 clusters Score -4001329 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -4001659.500000 Penalty: 1005.106628
	Iteration 19Q: 3 clusters Score -4001660 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4001978.750000 Penalty: 1005.106628
	Iteration 20F: 3 clusters Score -4001979 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4002372.500000 Penalty: 1005.106628
	Iteration 21Q: 3 clusters Score -4002372 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4002728.750000 Penalty: 1005.106628
	Iteration 22Q: 3 clusters Score -4002729 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4002995.500000 Penalty: 1005.106628
	Iteration 23Q: 3 clusters Score -4002996 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4003248.750000 Penalty: 1005.106628
	Iteration 24Q: 3 clusters Score -4003249 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4003425.750000 Penalty: 1005.106628
	Iteration 25Q: 3 clusters Score -4003426 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4003595.750000 Penalty: 1005.106628
	Iteration 26Q: 3 clusters Score -4003596 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4003768.750000 Penalty: 1005.106628
	Iteration 27Q: 3 clusters Score -4003769 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4003936.500000 Penalty: 1005.106628
	Iteration 28Q: 3 clusters Score -4003936 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4004070.500000 Penalty: 1005.106628
	Iteration 29Q: 3 clusters Score -4004070 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4004173.250000 Penalty: 1005.106628
	Iteration 30Q: 3 clusters Score -4004173 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4004288.000000 Penalty: 1005.106628
	Iteration 31Q: 3 clusters Score -4004288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4004364.000000 Penalty: 1005.106628
	Iteration 32Q: 3 clusters Score -4004364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4004438.250000 Penalty: 1005.106628
	Iteration 33Q: 3 clusters Score -4004438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4004487.000000 Penalty: 1005.106628
	Iteration 34Q: 3 clusters Score -4004487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4004519.000000 Penalty: 1005.106628
	Iteration 35Q: 3 clusters Score -4004519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4004545.250000 Penalty: 1005.106628
	Iteration 36Q: 3 clusters Score -4004545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4004547.500000 Penalty: 1005.106628
	Iteration 37Q: 3 clusters Score -4004548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4004547.500000 Penalty: 1005.106628
	Iteration 38Q: 3 clusters Score -4004548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4004549.500000 Penalty: 1005.106628
	Iteration 39Q: 3 clusters Score -4004550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4004553.750000 Penalty: 1005.106628
	Iteration 40F: 3 clusters Score -4004554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4004559.750000 Penalty: 1005.106628
	Iteration 41Q: 3 clusters Score -4004560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4004556.250000 Penalty: 1005.106628
	Iteration 42Q: 3 clusters Score -4004556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4004561.500000 Penalty: 1005.106628
	Iteration 43Q: 3 clusters Score -4004562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4004560.750000 Penalty: 1005.106628
	Iteration 44Q: 3 clusters Score -4004561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4004564.500000 Penalty: 1005.106628
	Iteration 45Q: 3 clusters Score -4004564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4004574.250000 Penalty: 1005.106628
	Iteration 46Q: 3 clusters Score -4004574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4004581.000000 Penalty: 1005.106628
	Iteration 47Q: 3 clusters Score -4004581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4004584.750000 Penalty: 1005.106628
	Iteration 48Q: 3 clusters Score -4004585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4004585.000000 Penalty: 1005.106628
	Iteration 49Q: 3 clusters Score -4004585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4004585.000000 Penalty: 1005.106628
	Iteration 50F: 3 clusters Score -4004585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -108720.218750 Penalty: 338.660065
	Iteration 0F: 2 clusters Score -108720.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -107435.757812 Penalty: 677.320129
	Iteration 0F: 3 clusters Score -107435.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107842.250000 Penalty: 677.320129
	Iteration 1F: 3 clusters Score -107842.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -107942.101562 Penalty: 677.320129
	Iteration 2F: 3 clusters Score -107942.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -108011.632812 Penalty: 677.320129
	Iteration 3F: 3 clusters Score -108011.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -108060.875000 Penalty: 677.320129
	Iteration 4Q: 3 clusters Score -108060.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108115.484375 Penalty: 677.320129
	Iteration 5Q: 3 clusters Score -108115.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108171.937500 Penalty: 677.320129
	Iteration 6Q: 3 clusters Score -108171.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108217.515625 Penalty: 677.320129
	Iteration 7Q: 3 clusters Score -108217.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -108260.289062 Penalty: 677.320129
	Iteration 8Q: 3 clusters Score -108260.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108293.992188 Penalty: 677.320129
	Iteration 9Q: 3 clusters Score -108294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108324.375000 Penalty: 677.320129
	Iteration 10Q: 3 clusters Score -108324.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108351.906250 Penalty: 677.320129
	Iteration 11Q: 3 clusters Score -108351.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108370.640625 Penalty: 677.320129
	Iteration 12Q: 3 clusters Score -108370.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -108404.359375 Penalty: 677.320129
	Iteration 13Q: 3 clusters Score -108404.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108427.984375 Penalty: 677.320129
	Iteration 14Q: 3 clusters Score -108428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -108439.703125 Penalty: 677.320129
	Iteration 15Q: 3 clusters Score -108439.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -108443.820312 Penalty: 677.320129
	Iteration 16Q: 3 clusters Score -108443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -108449.578125 Penalty: 677.320129
	Iteration 17Q: 3 clusters Score -108449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108458.578125 Penalty: 677.320129
	Iteration 18Q: 3 clusters Score -108458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108467.062500 Penalty: 677.320129
	Iteration 19Q: 3 clusters Score -108467.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -108480.421875 Penalty: 677.320129
	Iteration 20F: 3 clusters Score -108480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -108488.617188 Penalty: 677.320129
	Iteration 21Q: 3 clusters Score -108488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -108495.242188 Penalty: 677.320129
	Iteration 22Q: 3 clusters Score -108495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -108496.789062 Penalty: 677.320129
	Iteration 23Q: 3 clusters Score -108496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -108496.789062 Penalty: 677.320129
	Iteration 24F: 3 clusters Score -108496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Entering Unmasked Estep 
Score: -734685.875000 Penalty: 425.988037
	Iteration 0F: 2 clusters Score -734685.9 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 5733 members 
Entering Unmasked Estep 
Score: -726892.562500 Penalty: 851.976074
	Iteration 0F: 3 clusters Score -726892.6 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -730174.250000 Penalty: 851.976074
	Iteration 1F: 3 clusters Score -730174.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -730529.062500 Penalty: 851.976074
	Iteration 2F: 3 clusters Score -730529.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -731070.750000 Penalty: 851.976074
	Iteration 3F: 3 clusters Score -731070.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -731734.437500 Penalty: 851.976074
	Iteration 4F: 3 clusters Score -731734.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -732503.750000 Penalty: 851.976074
	Iteration 5F: 3 clusters Score -732503.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -733174.125000 Penalty: 851.976074
	Iteration 6F: 3 clusters Score -733174.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -733602.312500 Penalty: 851.976074
	Iteration 7Q: 3 clusters Score -733602.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -733835.875000 Penalty: 851.976074
	Iteration 8Q: 3 clusters Score -733835.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -733984.375000 Penalty: 851.976074
	Iteration 9Q: 3 clusters Score -733984.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -734076.312500 Penalty: 851.976074
	Iteration 10Q: 3 clusters Score -734076.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -734131.687500 Penalty: 851.976074
	Iteration 11Q: 3 clusters Score -734131.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -734175.312500 Penalty: 851.976074
	Iteration 12Q: 3 clusters Score -734175.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -734210.187500 Penalty: 851.976074
	Iteration 13Q: 3 clusters Score -734210.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -734236.500000 Penalty: 851.976074
	Iteration 14Q: 3 clusters Score -734236.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -734250.375000 Penalty: 851.976074
	Iteration 15Q: 3 clusters Score -734250.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -734268.937500 Penalty: 851.976074
	Iteration 16Q: 3 clusters Score -734268.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -734284.937500 Penalty: 851.976074
	Iteration 17Q: 3 clusters Score -734284.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -734300.500000 Penalty: 851.976074
	Iteration 18Q: 3 clusters Score -734300.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -734304.812500 Penalty: 851.976074
	Iteration 19Q: 3 clusters Score -734304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -734307.375000 Penalty: 851.976074
	Iteration 20F: 3 clusters Score -734307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -734307.187500 Penalty: 851.976074
	Iteration 21Q: 3 clusters Score -734307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -734309.062500 Penalty: 851.976074
	Iteration 22Q: 3 clusters Score -734309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -734313.687500 Penalty: 851.976074
	Iteration 23Q: 3 clusters Score -734313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -734315.125000 Penalty: 851.976074
	Iteration 24Q: 3 clusters Score -734315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -734318.375000 Penalty: 851.976074
	Iteration 25Q: 3 clusters Score -734318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -734323.187500 Penalty: 851.976074
	Iteration 26Q: 3 clusters Score -734323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -734327.500000 Penalty: 851.976074
	Iteration 27Q: 3 clusters Score -734327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -734331.625000 Penalty: 851.976074
	Iteration 28Q: 3 clusters Score -734331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -734334.625000 Penalty: 851.976074
	Iteration 29Q: 3 clusters Score -734334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -734337.125000 Penalty: 851.976074
	Iteration 30Q: 3 clusters Score -734337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -734337.625000 Penalty: 851.976074
	Iteration 31Q: 3 clusters Score -734337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -734338.250000 Penalty: 851.976074
	Iteration 32Q: 3 clusters Score -734338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -734338.250000 Penalty: 851.976074
	Iteration 33F: 3 clusters Score -734338.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4554.600098 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4385.745605 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4385.746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4501.360352 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4501.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4515.592285 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4515.592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4529.991699 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4529.992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4530.932617 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4530.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4530.932617 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -4530.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -47671.316406 Penalty: 305.879669
	Iteration 0F: 2 clusters Score -47671.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -47000.324219 Penalty: 611.759338
	Iteration 0F: 3 clusters Score -47000.32 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47164.507812 Penalty: 611.759338
	Iteration 1F: 3 clusters Score -47164.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47198.390625 Penalty: 611.759338
	Iteration 2F: 3 clusters Score -47198.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47217.480469 Penalty: 611.759338
	Iteration 3Q: 3 clusters Score -47217.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -47233.441406 Penalty: 611.759338
	Iteration 4Q: 3 clusters Score -47233.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47246.121094 Penalty: 611.759338
	Iteration 5Q: 3 clusters Score -47246.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47255.996094 Penalty: 611.759338
	Iteration 6Q: 3 clusters Score -47256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -47267.925781 Penalty: 611.759338
	Iteration 7Q: 3 clusters Score -47267.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -47277.203125 Penalty: 611.759338
	Iteration 8Q: 3 clusters Score -47277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -47285.042969 Penalty: 611.759338
	Iteration 9Q: 3 clusters Score -47285.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -47293.664062 Penalty: 611.759338
	Iteration 10Q: 3 clusters Score -47293.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47310.363281 Penalty: 611.759338
	Iteration 11Q: 3 clusters Score -47310.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -47333.589844 Penalty: 611.759338
	Iteration 12Q: 3 clusters Score -47333.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47348.078125 Penalty: 611.759338
	Iteration 13Q: 3 clusters Score -47348.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47361.792969 Penalty: 611.759338
	Iteration 14Q: 3 clusters Score -47361.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47382.675781 Penalty: 611.759338
	Iteration 15Q: 3 clusters Score -47382.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -47401.082031 Penalty: 611.759338
	Iteration 16Q: 3 clusters Score -47401.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47424.859375 Penalty: 611.759338
	Iteration 17Q: 3 clusters Score -47424.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47439.425781 Penalty: 611.759338
	Iteration 18Q: 3 clusters Score -47439.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47463.320312 Penalty: 611.759338
	Iteration 19Q: 3 clusters Score -47463.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -47478.781250 Penalty: 611.759338
	Iteration 20F: 3 clusters Score -47478.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47489.289062 Penalty: 611.759338
	Iteration 21Q: 3 clusters Score -47489.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47495.941406 Penalty: 611.759338
	Iteration 22Q: 3 clusters Score -47495.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47497.996094 Penalty: 611.759338
	Iteration 23Q: 3 clusters Score -47498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47499.832031 Penalty: 611.759338
	Iteration 24Q: 3 clusters Score -47499.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47501.578125 Penalty: 611.759338
	Iteration 25Q: 3 clusters Score -47501.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47504.062500 Penalty: 611.759338
	Iteration 26Q: 3 clusters Score -47504.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -47507.902344 Penalty: 611.759338
	Iteration 27Q: 3 clusters Score -47507.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47512.460938 Penalty: 611.759338
	Iteration 28Q: 3 clusters Score -47512.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47516.414062 Penalty: 611.759338
	Iteration 29Q: 3 clusters Score -47516.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47519.847656 Penalty: 611.759338
	Iteration 30Q: 3 clusters Score -47519.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47520.632812 Penalty: 611.759338
	Iteration 31Q: 3 clusters Score -47520.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -47521.375000 Penalty: 611.759338
	Iteration 32Q: 3 clusters Score -47521.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -47522.195312 Penalty: 611.759338
	Iteration 33Q: 3 clusters Score -47522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -47522.496094 Penalty: 611.759338
	Iteration 34Q: 3 clusters Score -47522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47522.683594 Penalty: 611.759338
	Iteration 35Q: 3 clusters Score -47522.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -47523.101562 Penalty: 611.759338
	Iteration 36Q: 3 clusters Score -47523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -47523.363281 Penalty: 611.759338
	Iteration 37Q: 3 clusters Score -47523.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -47523.363281 Penalty: 611.759338
	Iteration 38F: 3 clusters Score -47523.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -191534.140625 Penalty: 363.370514
	Iteration 0F: 2 clusters Score -191534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -189490.687500 Penalty: 726.741028
	Iteration 0F: 3 clusters Score -189490.7 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -190117.937500 Penalty: 726.741028
	Iteration 1F: 3 clusters Score -190117.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -190185.406250 Penalty: 726.741028
	Iteration 2F: 3 clusters Score -190185.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -190256.328125 Penalty: 726.741028
	Iteration 3F: 3 clusters Score -190256.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -190312.453125 Penalty: 726.741028
	Iteration 4Q: 3 clusters Score -190312.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -190368.984375 Penalty: 726.741028
	Iteration 5Q: 3 clusters Score -190369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -190437.453125 Penalty: 726.741028
	Iteration 6Q: 3 clusters Score -190437.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -190520.812500 Penalty: 726.741028
	Iteration 7Q: 3 clusters Score -190520.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -190618.437500 Penalty: 726.741028
	Iteration 8Q: 3 clusters Score -190618.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -190715.437500 Penalty: 726.741028
	Iteration 9Q: 3 clusters Score -190715.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -190830.281250 Penalty: 726.741028
	Iteration 10F: 3 clusters Score -190830.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -190927.656250 Penalty: 726.741028
	Iteration 11Q: 3 clusters Score -190927.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -191012.390625 Penalty: 726.741028
	Iteration 12Q: 3 clusters Score -191012.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -191079.812500 Penalty: 726.741028
	Iteration 13Q: 3 clusters Score -191079.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -191126.703125 Penalty: 726.741028
	Iteration 14Q: 3 clusters Score -191126.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -191170.093750 Penalty: 726.741028
	Iteration 15Q: 3 clusters Score -191170.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -191212.750000 Penalty: 726.741028
	Iteration 16Q: 3 clusters Score -191212.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -191255.328125 Penalty: 726.741028
	Iteration 17Q: 3 clusters Score -191255.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -191295.281250 Penalty: 726.741028
	Iteration 18Q: 3 clusters Score -191295.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -191334.828125 Penalty: 726.741028
	Iteration 19Q: 3 clusters Score -191334.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -191357.906250 Penalty: 726.741028
	Iteration 20F: 3 clusters Score -191357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -191370.703125 Penalty: 726.741028
	Iteration 21Q: 3 clusters Score -191370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -191378.093750 Penalty: 726.741028
	Iteration 22Q: 3 clusters Score -191378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -191385.156250 Penalty: 726.741028
	Iteration 23Q: 3 clusters Score -191385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -191388.609375 Penalty: 726.741028
	Iteration 24Q: 3 clusters Score -191388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -191393.031250 Penalty: 726.741028
	Iteration 25Q: 3 clusters Score -191393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -191394.578125 Penalty: 726.741028
	Iteration 26Q: 3 clusters Score -191394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -191395.140625 Penalty: 726.741028
	Iteration 27Q: 3 clusters Score -191395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -191395.328125 Penalty: 726.741028
	Iteration 28Q: 3 clusters Score -191395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -191395.890625 Penalty: 726.741028
	Iteration 29Q: 3 clusters Score -191395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -191396.562500 Penalty: 726.741028
	Iteration 30Q: 3 clusters Score -191396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -191396.828125 Penalty: 726.741028
	Iteration 31Q: 3 clusters Score -191396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -191396.828125 Penalty: 726.741028
	Iteration 32F: 3 clusters Score -191396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (78079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Entering Unmasked Estep 
Score: -4885217.000000 Penalty: 512.579163
	Iteration 0F: 2 clusters Score -4885217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4832457.000000 Penalty: 1025.158325
	Iteration 0F: 3 clusters Score -4832457 nChanged 37990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4855750.500000 Penalty: 1025.158325
	Iteration 1F: 3 clusters Score -4855750 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4857462.000000 Penalty: 1025.158325
	Iteration 2F: 3 clusters Score -4857462 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -4860252.500000 Penalty: 1025.158325
	Iteration 3F: 3 clusters Score -4860252 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4864781.000000 Penalty: 1025.158325
	Iteration 4F: 3 clusters Score -4864781 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4870814.000000 Penalty: 1025.158325
	Iteration 5F: 3 clusters Score -4870814 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4876675.500000 Penalty: 1025.158325
	Iteration 6F: 3 clusters Score -4876676 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4880673.500000 Penalty: 1025.158325
	Iteration 7F: 3 clusters Score -4880674 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4882798.500000 Penalty: 1025.158325
	Iteration 8Q: 3 clusters Score -4882798 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4883861.000000 Penalty: 1025.158325
	Iteration 9Q: 3 clusters Score -4883861 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4884340.000000 Penalty: 1025.158325
	Iteration 10Q: 3 clusters Score -4884340 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4884567.500000 Penalty: 1025.158325
	Iteration 11Q: 3 clusters Score -4884568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4884644.500000 Penalty: 1025.158325
	Iteration 12Q: 3 clusters Score -4884644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4884699.000000 Penalty: 1025.158325
	Iteration 13Q: 3 clusters Score -4884699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4884754.000000 Penalty: 1025.158325
	Iteration 14Q: 3 clusters Score -4884754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4884769.500000 Penalty: 1025.158325
	Iteration 15Q: 3 clusters Score -4884770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4884786.000000 Penalty: 1025.158325
	Iteration 16Q: 3 clusters Score -4884786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4884804.000000 Penalty: 1025.158325
	Iteration 17Q: 3 clusters Score -4884804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4884808.000000 Penalty: 1025.158325
	Iteration 18Q: 3 clusters Score -4884808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4884811.500000 Penalty: 1025.158325
	Iteration 19Q: 3 clusters Score -4884812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4884813.500000 Penalty: 1025.158325
	Iteration 20F: 3 clusters Score -4884814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4884816.000000 Penalty: 1025.158325
	Iteration 21Q: 3 clusters Score -4884816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4884815.000000 Penalty: 1025.158325
	Iteration 22Q: 3 clusters Score -4884815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4884819.000000 Penalty: 1025.158325
	Iteration 23Q: 3 clusters Score -4884819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4884819.000000 Penalty: 1025.158325
	Iteration 24Q: 3 clusters Score -4884819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4884818.500000 Penalty: 1025.158325
	Iteration 25Q: 3 clusters Score -4884818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4884818.500000 Penalty: 1025.158325
	Iteration 26F: 3 clusters Score -4884818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Entering Unmasked Estep 
Score: -5616164.500000 Penalty: 519.240967
	Iteration 0F: 2 clusters Score -5616164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5563577.000000 Penalty: 1038.481934
	Iteration 0F: 3 clusters Score -5563577 nChanged 44091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5592901.500000 Penalty: 1038.481934
	Iteration 1F: 3 clusters Score -5592902 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5596459.000000 Penalty: 1038.481934
	Iteration 2F: 3 clusters Score -5596459 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -5601579.500000 Penalty: 1038.481934
	Iteration 3F: 3 clusters Score -5601580 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -5606717.000000 Penalty: 1038.481934
	Iteration 4F: 3 clusters Score -5606717 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -5609184.000000 Penalty: 1038.481934
	Iteration 5F: 3 clusters Score -5609184 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -5609985.000000 Penalty: 1038.481934
	Iteration 6Q: 3 clusters Score -5609985 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -5610353.500000 Penalty: 1038.481934
	Iteration 7Q: 3 clusters Score -5610354 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -5610738.000000 Penalty: 1038.481934
	Iteration 8Q: 3 clusters Score -5610738 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -5611046.500000 Penalty: 1038.481934
	Iteration 9Q: 3 clusters Score -5611046 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -5611368.000000 Penalty: 1038.481934
	Iteration 10Q: 3 clusters Score -5611368 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -5611741.000000 Penalty: 1038.481934
	Iteration 11Q: 3 clusters Score -5611741 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -5612164.500000 Penalty: 1038.481934
	Iteration 12Q: 3 clusters Score -5612164 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -5612589.000000 Penalty: 1038.481934
	Iteration 13Q: 3 clusters Score -5612589 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -5612991.000000 Penalty: 1038.481934
	Iteration 14Q: 3 clusters Score -5612991 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -5613448.000000 Penalty: 1038.481934
	Iteration 15Q: 3 clusters Score -5613448 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -5613985.500000 Penalty: 1038.481934
	Iteration 16Q: 3 clusters Score -5613986 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -5614498.000000 Penalty: 1038.481934
	Iteration 17Q: 3 clusters Score -5614498 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -5615045.500000 Penalty: 1038.481934
	Iteration 18Q: 3 clusters Score -5615046 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -5615498.500000 Penalty: 1038.481934
	Iteration 19Q: 3 clusters Score -5615498 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -5616018.500000 Penalty: 1038.481934
	Iteration 20F: 3 clusters Score -5616018 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -5616565.000000 Penalty: 1038.481934
	Iteration 21Q: 3 clusters Score -5616565 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -5617058.000000 Penalty: 1038.481934
	Iteration 22Q: 3 clusters Score -5617058 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -5617488.500000 Penalty: 1038.481934
	Iteration 23Q: 3 clusters Score -5617488 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -5617910.000000 Penalty: 1038.481934
	Iteration 24Q: 3 clusters Score -5617910 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -5618329.500000 Penalty: 1038.481934
	Iteration 25Q: 3 clusters Score -5618330 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -5618774.500000 Penalty: 1038.481934
	Iteration 26Q: 3 clusters Score -5618774 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -5619162.500000 Penalty: 1038.481934
	Iteration 27Q: 3 clusters Score -5619162 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -5619607.500000 Penalty: 1038.481934
	Iteration 28Q: 3 clusters Score -5619608 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -5620046.500000 Penalty: 1038.481934
	Iteration 29Q: 3 clusters Score -5620046 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -5620320.000000 Penalty: 1038.481934
	Iteration 30Q: 3 clusters Score -5620320 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -5620479.500000 Penalty: 1038.481934
	Iteration 31Q: 3 clusters Score -5620480 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -5620474.000000 Penalty: 1038.481934
	Iteration 32Q: 3 clusters Score -5620474 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -5620235.000000 Penalty: 1038.481934
	Iteration 33Q: 3 clusters Score -5620235 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -5620049.000000 Penalty: 1038.481934
	Iteration 34Q: 3 clusters Score -5620049 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -5619708.000000 Penalty: 1038.481934
	Iteration 35Q: 3 clusters Score -5619708 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -5619157.000000 Penalty: 1038.481934
	Iteration 36Q: 3 clusters Score -5619157 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -5618770.000000 Penalty: 1038.481934
	Iteration 37Q: 3 clusters Score -5618770 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -5618399.500000 Penalty: 1038.481934
	Iteration 38Q: 3 clusters Score -5618400 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -5618158.500000 Penalty: 1038.481934
	Iteration 39Q: 3 clusters Score -5618158 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -5618029.500000 Penalty: 1038.481934
	Iteration 40F: 3 clusters Score -5618030 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -5617838.000000 Penalty: 1038.481934
	Iteration 41Q: 3 clusters Score -5617838 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -5617681.500000 Penalty: 1038.481934
	Iteration 42Q: 3 clusters Score -5617682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -5617543.500000 Penalty: 1038.481934
	Iteration 43Q: 3 clusters Score -5617544 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -5617408.000000 Penalty: 1038.481934
	Iteration 44Q: 3 clusters Score -5617408 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -5617260.000000 Penalty: 1038.481934
	Iteration 45Q: 3 clusters Score -5617260 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -5617152.000000 Penalty: 1038.481934
	Iteration 46Q: 3 clusters Score -5617152 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -5617068.500000 Penalty: 1038.481934
	Iteration 47Q: 3 clusters Score -5617068 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -5616886.500000 Penalty: 1038.481934
	Iteration 48Q: 3 clusters Score -5616886 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -5616739.500000 Penalty: 1038.481934
	Iteration 49Q: 3 clusters Score -5616740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -5616633.000000 Penalty: 1038.481934
	Iteration 50Q: 3 clusters Score -5616633 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -5616574.000000 Penalty: 1038.481934
	Iteration 51Q: 3 clusters Score -5616574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -5616548.000000 Penalty: 1038.481934
	Iteration 52Q: 3 clusters Score -5616548 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -5616451.000000 Penalty: 1038.481934
	Iteration 53Q: 3 clusters Score -5616451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -5616405.000000 Penalty: 1038.481934
	Iteration 54Q: 3 clusters Score -5616405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -5616373.500000 Penalty: 1038.481934
	Iteration 55Q: 3 clusters Score -5616374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 89265 members 
Entering Unmasked Estep 
Score: -5616368.500000 Penalty: 1038.481934
	Iteration 56Q: 3 clusters Score -5616368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -5616307.000000 Penalty: 1038.481934
	Iteration 57Q: 3 clusters Score -5616307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -5616285.000000 Penalty: 1038.481934
	Iteration 58Q: 3 clusters Score -5616285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -5616252.000000 Penalty: 1038.481934
	Iteration 59Q: 3 clusters Score -5616252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -5616228.500000 Penalty: 1038.481934
	Iteration 60F: 3 clusters Score -5616228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -5616202.000000 Penalty: 1038.481934
	Iteration 61Q: 3 clusters Score -5616202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -5616172.500000 Penalty: 1038.481934
	Iteration 62Q: 3 clusters Score -5616172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -5616143.000000 Penalty: 1038.481934
	Iteration 63Q: 3 clusters Score -5616143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -5616132.000000 Penalty: 1038.481934
	Iteration 64Q: 3 clusters Score -5616132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -5616119.000000 Penalty: 1038.481934
	Iteration 65Q: 3 clusters Score -5616119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -5616117.500000 Penalty: 1038.481934
	Iteration 66Q: 3 clusters Score -5616118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -5616121.500000 Penalty: 1038.481934
	Iteration 67Q: 3 clusters Score -5616122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 89845 members 
Entering Unmasked Estep 
Score: -5616144.000000 Penalty: 1038.481934
	Iteration 68Q: 3 clusters Score -5616144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -5616125.500000 Penalty: 1038.481934
	Iteration 69Q: 3 clusters Score -5616126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -5616126.500000 Penalty: 1038.481934
	Iteration 70Q: 3 clusters Score -5616126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -5616112.500000 Penalty: 1038.481934
	Iteration 71Q: 3 clusters Score -5616112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -5616105.500000 Penalty: 1038.481934
	Iteration 72Q: 3 clusters Score -5616106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -5616106.500000 Penalty: 1038.481934
	Iteration 73Q: 3 clusters Score -5616106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -5616115.000000 Penalty: 1038.481934
	Iteration 74Q: 3 clusters Score -5616115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -5616110.000000 Penalty: 1038.481934
	Iteration 75Q: 3 clusters Score -5616110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -5616104.500000 Penalty: 1038.481934
	Iteration 76Q: 3 clusters Score -5616104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -5616100.000000 Penalty: 1038.481934
	Iteration 77Q: 3 clusters Score -5616100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -5616097.500000 Penalty: 1038.481934
	Iteration 78Q: 3 clusters Score -5616098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -5616101.500000 Penalty: 1038.481934
	Iteration 79Q: 3 clusters Score -5616102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -5616101.500000 Penalty: 1038.481934
	Iteration 80F: 3 clusters Score -5616102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Entering Unmasked Estep 
Score: -2848822.750000 Penalty: 486.110718
	Iteration 0F: 2 clusters Score -2848823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2820653.750000 Penalty: 972.221436
	Iteration 0F: 3 clusters Score -2820654 nChanged 21034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2832984.000000 Penalty: 972.221436
	Iteration 1F: 3 clusters Score -2832984 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2833428.750000 Penalty: 972.221436
	Iteration 2Q: 3 clusters Score -2833429 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2834054.500000 Penalty: 972.221436
	Iteration 3Q: 3 clusters Score -2834054 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2835026.250000 Penalty: 972.221436
	Iteration 4Q: 3 clusters Score -2835026 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2836418.000000 Penalty: 972.221436
	Iteration 5F: 3 clusters Score -2836418 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2838499.750000 Penalty: 972.221436
	Iteration 6F: 3 clusters Score -2838500 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2840731.000000 Penalty: 972.221436
	Iteration 7F: 3 clusters Score -2840731 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2841869.500000 Penalty: 972.221436
	Iteration 8F: 3 clusters Score -2841870 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2842230.000000 Penalty: 972.221436
	Iteration 9Q: 3 clusters Score -2842230 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2842373.250000 Penalty: 972.221436
	Iteration 10Q: 3 clusters Score -2842373 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2842463.250000 Penalty: 972.221436
	Iteration 11Q: 3 clusters Score -2842463 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2842576.250000 Penalty: 972.221436
	Iteration 12Q: 3 clusters Score -2842576 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2842693.000000 Penalty: 972.221436
	Iteration 13Q: 3 clusters Score -2842693 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2842837.250000 Penalty: 972.221436
	Iteration 14Q: 3 clusters Score -2842837 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2842947.000000 Penalty: 972.221436
	Iteration 15Q: 3 clusters Score -2842947 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2843052.750000 Penalty: 972.221436
	Iteration 16Q: 3 clusters Score -2843053 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2843187.000000 Penalty: 972.221436
	Iteration 17Q: 3 clusters Score -2843187 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2843301.000000 Penalty: 972.221436
	Iteration 18Q: 3 clusters Score -2843301 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2843423.000000 Penalty: 972.221436
	Iteration 19Q: 3 clusters Score -2843423 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2843556.000000 Penalty: 972.221436
	Iteration 20F: 3 clusters Score -2843556 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2843705.750000 Penalty: 972.221436
	Iteration 21Q: 3 clusters Score -2843706 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2843844.000000 Penalty: 972.221436
	Iteration 22Q: 3 clusters Score -2843844 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2844017.750000 Penalty: 972.221436
	Iteration 23Q: 3 clusters Score -2844018 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2844186.000000 Penalty: 972.221436
	Iteration 24Q: 3 clusters Score -2844186 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2844372.250000 Penalty: 972.221436
	Iteration 25Q: 3 clusters Score -2844372 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2844550.250000 Penalty: 972.221436
	Iteration 26Q: 3 clusters Score -2844550 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2844734.250000 Penalty: 972.221436
	Iteration 27Q: 3 clusters Score -2844734 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2844916.750000 Penalty: 972.221436
	Iteration 28Q: 3 clusters Score -2844917 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2845060.500000 Penalty: 972.221436
	Iteration 29Q: 3 clusters Score -2845060 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2845200.500000 Penalty: 972.221436
	Iteration 30Q: 3 clusters Score -2845200 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2845334.250000 Penalty: 972.221436
	Iteration 31Q: 3 clusters Score -2845334 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2845436.250000 Penalty: 972.221436
	Iteration 32Q: 3 clusters Score -2845436 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2845499.750000 Penalty: 972.221436
	Iteration 33Q: 3 clusters Score -2845500 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2845561.250000 Penalty: 972.221436
	Iteration 34Q: 3 clusters Score -2845561 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2845612.750000 Penalty: 972.221436
	Iteration 35Q: 3 clusters Score -2845613 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2845634.250000 Penalty: 972.221436
	Iteration 36Q: 3 clusters Score -2845634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2845641.750000 Penalty: 972.221436
	Iteration 37Q: 3 clusters Score -2845642 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2845656.000000 Penalty: 972.221436
	Iteration 38Q: 3 clusters Score -2845656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2845675.000000 Penalty: 972.221436
	Iteration 39Q: 3 clusters Score -2845675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2845680.000000 Penalty: 972.221436
	Iteration 40F: 3 clusters Score -2845680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2845670.500000 Penalty: 972.221436
	Iteration 41Q: 3 clusters Score -2845670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2845674.000000 Penalty: 972.221436
	Iteration 42Q: 3 clusters Score -2845674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2845666.250000 Penalty: 972.221436
	Iteration 43Q: 3 clusters Score -2845666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2845677.000000 Penalty: 972.221436
	Iteration 44Q: 3 clusters Score -2845677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2845678.250000 Penalty: 972.221436
	Iteration 45Q: 3 clusters Score -2845678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2845674.250000 Penalty: 972.221436
	Iteration 46Q: 3 clusters Score -2845674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2845676.500000 Penalty: 972.221436
	Iteration 47Q: 3 clusters Score -2845676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2845683.250000 Penalty: 972.221436
	Iteration 48Q: 3 clusters Score -2845683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2845678.000000 Penalty: 972.221436
	Iteration 49Q: 3 clusters Score -2845678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2845683.250000 Penalty: 972.221436
	Iteration 50Q: 3 clusters Score -2845683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2845679.250000 Penalty: 972.221436
	Iteration 51Q: 3 clusters Score -2845679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2845678.500000 Penalty: 972.221436
	Iteration 52Q: 3 clusters Score -2845678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2845679.000000 Penalty: 972.221436
	Iteration 53Q: 3 clusters Score -2845679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2845676.000000 Penalty: 972.221436
	Iteration 54Q: 3 clusters Score -2845676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2845670.250000 Penalty: 972.221436
	Iteration 55Q: 3 clusters Score -2845670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2845671.250000 Penalty: 972.221436
	Iteration 56Q: 3 clusters Score -2845671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2845672.000000 Penalty: 972.221436
	Iteration 57Q: 3 clusters Score -2845672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2845670.500000 Penalty: 972.221436
	Iteration 58Q: 3 clusters Score -2845670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2845673.250000 Penalty: 972.221436
	Iteration 59Q: 3 clusters Score -2845673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2845678.500000 Penalty: 972.221436
	Iteration 60F: 3 clusters Score -2845678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2845672.250000 Penalty: 972.221436
	Iteration 61Q: 3 clusters Score -2845672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2845674.250000 Penalty: 972.221436
	Iteration 62Q: 3 clusters Score -2845674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2845675.750000 Penalty: 972.221436
	Iteration 63Q: 3 clusters Score -2845676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2845672.750000 Penalty: 972.221436
	Iteration 64Q: 3 clusters Score -2845673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2845676.750000 Penalty: 972.221436
	Iteration 65Q: 3 clusters Score -2845677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2845679.250000 Penalty: 972.221436
	Iteration 66Q: 3 clusters Score -2845679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2845678.500000 Penalty: 972.221436
	Iteration 67Q: 3 clusters Score -2845678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2845679.000000 Penalty: 972.221436
	Iteration 68Q: 3 clusters Score -2845679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2845686.500000 Penalty: 972.221436
	Iteration 69Q: 3 clusters Score -2845686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -2845694.250000 Penalty: 972.221436
	Iteration 70Q: 3 clusters Score -2845694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2845701.000000 Penalty: 972.221436
	Iteration 71Q: 3 clusters Score -2845701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2845693.750000 Penalty: 972.221436
	Iteration 72Q: 3 clusters Score -2845694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2845694.750000 Penalty: 972.221436
	Iteration 73Q: 3 clusters Score -2845695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2845692.000000 Penalty: 972.221436
	Iteration 74Q: 3 clusters Score -2845692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2845691.000000 Penalty: 972.221436
	Iteration 75Q: 3 clusters Score -2845691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2845690.750000 Penalty: 972.221436
	Iteration 76Q: 3 clusters Score -2845691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2845696.500000 Penalty: 972.221436
	Iteration 77Q: 3 clusters Score -2845696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2845696.250000 Penalty: 972.221436
	Iteration 78Q: 3 clusters Score -2845696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2845694.750000 Penalty: 972.221436
	Iteration 79Q: 3 clusters Score -2845695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2845694.750000 Penalty: 972.221436
	Iteration 80F: 3 clusters Score -2845695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2845695.500000 Penalty: 972.221436
	Iteration 81Q: 3 clusters Score -2845696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2845696.250000 Penalty: 972.221436
	Iteration 82Q: 3 clusters Score -2845696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2845691.500000 Penalty: 972.221436
	Iteration 83Q: 3 clusters Score -2845692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2845695.500000 Penalty: 972.221436
	Iteration 84Q: 3 clusters Score -2845696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2845693.750000 Penalty: 972.221436
	Iteration 85Q: 3 clusters Score -2845694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2845695.750000 Penalty: 972.221436
	Iteration 86Q: 3 clusters Score -2845696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2845696.000000 Penalty: 972.221436
	Iteration 87Q: 3 clusters Score -2845696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2845695.500000 Penalty: 972.221436
	Iteration 88Q: 3 clusters Score -2845696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2845697.750000 Penalty: 972.221436
	Iteration 89Q: 3 clusters Score -2845698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2845699.750000 Penalty: 972.221436
	Iteration 90Q: 3 clusters Score -2845700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2845699.750000 Penalty: 972.221436
	Iteration 91Q: 3 clusters Score -2845700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2845698.000000 Penalty: 972.221436
	Iteration 92Q: 3 clusters Score -2845698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2845697.000000 Penalty: 972.221436
	Iteration 93Q: 3 clusters Score -2845697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2845698.250000 Penalty: 972.221436
	Iteration 94Q: 3 clusters Score -2845698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2845697.500000 Penalty: 972.221436
	Iteration 95Q: 3 clusters Score -2845698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2845697.500000 Penalty: 972.221436
	Iteration 96Q: 3 clusters Score -2845698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2845698.250000 Penalty: 972.221436
	Iteration 97Q: 3 clusters Score -2845698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2845700.000000 Penalty: 972.221436
	Iteration 98Q: 3 clusters Score -2845700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2845699.500000 Penalty: 972.221436
	Iteration 99Q: 3 clusters Score -2845700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2845699.500000 Penalty: 972.221436
	Iteration 100F: 3 clusters Score -2845700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2845696.750000 Penalty: 972.221436
	Iteration 101Q: 3 clusters Score -2845697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2845698.000000 Penalty: 972.221436
	Iteration 102Q: 3 clusters Score -2845698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2845697.250000 Penalty: 972.221436
	Iteration 103Q: 3 clusters Score -2845697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2845698.750000 Penalty: 972.221436
	Iteration 104Q: 3 clusters Score -2845699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2845698.500000 Penalty: 972.221436
	Iteration 105Q: 3 clusters Score -2845698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2845696.500000 Penalty: 972.221436
	Iteration 106Q: 3 clusters Score -2845696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2845696.250000 Penalty: 972.221436
	Iteration 107Q: 3 clusters Score -2845696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2845693.000000 Penalty: 972.221436
	Iteration 108Q: 3 clusters Score -2845693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2845699.750000 Penalty: 972.221436
	Iteration 109Q: 3 clusters Score -2845700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2845697.500000 Penalty: 972.221436
	Iteration 110Q: 3 clusters Score -2845698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2845690.500000 Penalty: 972.221436
	Iteration 111Q: 3 clusters Score -2845690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2845688.500000 Penalty: 972.221436
	Iteration 112Q: 3 clusters Score -2845688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2845694.250000 Penalty: 972.221436
	Iteration 113Q: 3 clusters Score -2845694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2845694.250000 Penalty: 972.221436
	Iteration 114Q: 3 clusters Score -2845694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2845693.000000 Penalty: 972.221436
	Iteration 115Q: 3 clusters Score -2845693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2845692.000000 Penalty: 972.221436
	Iteration 116Q: 3 clusters Score -2845692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2845691.500000 Penalty: 972.221436
	Iteration 117Q: 3 clusters Score -2845692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2845691.500000 Penalty: 972.221436
	Iteration 118F: 3 clusters Score -2845692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Entering Unmasked Estep 
Score: -3047305.500000 Penalty: 489.776978
	Iteration 0F: 2 clusters Score -3047306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3015761.500000 Penalty: 979.553955
	Iteration 0F: 3 clusters Score -3015762 nChanged 22986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3029973.250000 Penalty: 979.553955
	Iteration 1F: 3 clusters Score -3029973 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3031162.500000 Penalty: 979.553955
	Iteration 2F: 3 clusters Score -3031162 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3033137.250000 Penalty: 979.553955
	Iteration 3F: 3 clusters Score -3033137 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -3035946.750000 Penalty: 979.553955
	Iteration 4F: 3 clusters Score -3035947 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -3039637.000000 Penalty: 979.553955
	Iteration 5F: 3 clusters Score -3039637 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -3043496.250000 Penalty: 979.553955
	Iteration 6F: 3 clusters Score -3043496 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -3045704.000000 Penalty: 979.553955
	Iteration 7Q: 3 clusters Score -3045704 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -3046608.000000 Penalty: 979.553955
	Iteration 8Q: 3 clusters Score -3046608 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -3046867.000000 Penalty: 979.553955
	Iteration 9Q: 3 clusters Score -3046867 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -3046973.250000 Penalty: 979.553955
	Iteration 10Q: 3 clusters Score -3046973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -3047026.750000 Penalty: 979.553955
	Iteration 11Q: 3 clusters Score -3047027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -3047055.750000 Penalty: 979.553955
	Iteration 12Q: 3 clusters Score -3047056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -3047068.250000 Penalty: 979.553955
	Iteration 13Q: 3 clusters Score -3047068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -3047075.000000 Penalty: 979.553955
	Iteration 14Q: 3 clusters Score -3047075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -3047075.250000 Penalty: 979.553955
	Iteration 15Q: 3 clusters Score -3047075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -3047073.750000 Penalty: 979.553955
	Iteration 16Q: 3 clusters Score -3047074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -3047076.500000 Penalty: 979.553955
	Iteration 17Q: 3 clusters Score -3047076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -3047074.250000 Penalty: 979.553955
	Iteration 18Q: 3 clusters Score -3047074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -3047077.000000 Penalty: 979.553955
	Iteration 19Q: 3 clusters Score -3047077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -3047078.000000 Penalty: 979.553955
	Iteration 20F: 3 clusters Score -3047078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -3047084.000000 Penalty: 979.553955
	Iteration 21Q: 3 clusters Score -3047084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -3047081.750000 Penalty: 979.553955
	Iteration 22Q: 3 clusters Score -3047082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -3047083.250000 Penalty: 979.553955
	Iteration 23Q: 3 clusters Score -3047083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -3047083.250000 Penalty: 979.553955
	Iteration 24Q: 3 clusters Score -3047083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -3047083.250000 Penalty: 979.553955
	Iteration 25F: 3 clusters Score -3047083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Entering Unmasked Estep 
Score: -1261150.250000 Penalty: 448.905060
	Iteration 0F: 2 clusters Score -1261150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1248371.000000 Penalty: 897.810120
	Iteration 0F: 3 clusters Score -1248371 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1254147.250000 Penalty: 897.810120
	Iteration 1F: 3 clusters Score -1254147 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1255125.500000 Penalty: 897.810120
	Iteration 2F: 3 clusters Score -1255126 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1256500.125000 Penalty: 897.810120
	Iteration 3F: 3 clusters Score -1256500 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1258056.875000 Penalty: 897.810120
	Iteration 4F: 3 clusters Score -1258057 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1259265.875000 Penalty: 897.810120
	Iteration 5F: 3 clusters Score -1259266 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1259857.875000 Penalty: 897.810120
	Iteration 6Q: 3 clusters Score -1259858 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1260115.750000 Penalty: 897.810120
	Iteration 7Q: 3 clusters Score -1260116 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1260331.000000 Penalty: 897.810120
	Iteration 8Q: 3 clusters Score -1260331 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1260502.000000 Penalty: 897.810120
	Iteration 9Q: 3 clusters Score -1260502 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1260625.750000 Penalty: 897.810120
	Iteration 10Q: 3 clusters Score -1260626 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1260692.875000 Penalty: 897.810120
	Iteration 11Q: 3 clusters Score -1260693 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1260721.250000 Penalty: 897.810120
	Iteration 12Q: 3 clusters Score -1260721 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1260742.250000 Penalty: 897.810120
	Iteration 13Q: 3 clusters Score -1260742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1260758.250000 Penalty: 897.810120
	Iteration 14Q: 3 clusters Score -1260758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1260769.750000 Penalty: 897.810120
	Iteration 15Q: 3 clusters Score -1260770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1260784.125000 Penalty: 897.810120
	Iteration 16Q: 3 clusters Score -1260784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1260791.750000 Penalty: 897.810120
	Iteration 17Q: 3 clusters Score -1260792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1260798.250000 Penalty: 897.810120
	Iteration 18Q: 3 clusters Score -1260798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1260802.750000 Penalty: 897.810120
	Iteration 19Q: 3 clusters Score -1260803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1260812.625000 Penalty: 897.810120
	Iteration 20F: 3 clusters Score -1260813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1260821.375000 Penalty: 897.810120
	Iteration 21Q: 3 clusters Score -1260821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1260825.500000 Penalty: 897.810120
	Iteration 22Q: 3 clusters Score -1260826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1260829.625000 Penalty: 897.810120
	Iteration 23Q: 3 clusters Score -1260830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1260833.875000 Penalty: 897.810120
	Iteration 24Q: 3 clusters Score -1260834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1260833.750000 Penalty: 897.810120
	Iteration 25Q: 3 clusters Score -1260834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1260837.125000 Penalty: 897.810120
	Iteration 26Q: 3 clusters Score -1260837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1260842.500000 Penalty: 897.810120
	Iteration 27Q: 3 clusters Score -1260842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1260846.500000 Penalty: 897.810120
	Iteration 28Q: 3 clusters Score -1260846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1260850.000000 Penalty: 897.810120
	Iteration 29Q: 3 clusters Score -1260850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1260853.750000 Penalty: 897.810120
	Iteration 30Q: 3 clusters Score -1260854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1260854.250000 Penalty: 897.810120
	Iteration 31Q: 3 clusters Score -1260854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1260856.125000 Penalty: 897.810120
	Iteration 32Q: 3 clusters Score -1260856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1260857.500000 Penalty: 897.810120
	Iteration 33Q: 3 clusters Score -1260858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1260858.875000 Penalty: 897.810120
	Iteration 34Q: 3 clusters Score -1260859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1260859.375000 Penalty: 897.810120
	Iteration 35Q: 3 clusters Score -1260859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1260859.875000 Penalty: 897.810120
	Iteration 36Q: 3 clusters Score -1260860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1260859.875000 Penalty: 897.810120
	Iteration 37F: 3 clusters Score -1260860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 30409 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 83510 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 33602 members 
Mstep: Class 12 contains 42836 members 
Mstep: Class 13 contains 41207 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 27217 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 62638 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11642 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78079 members 
Mstep: Class 28 contains 90390 members 
Mstep: Class 29 contains 43641 members 
Mstep: Class 30 contains 47303 members 
Mstep: Class 31 contains 19265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235384.000000 Penalty: 18977.085938
Iteration 199Q: 32 clusters Score -4.223538e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 22647 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 30482 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 83375 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 33829 members 
Mstep: Class 12 contains 42887 members 
Mstep: Class 13 contains 41201 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 6166 members 
Mstep: Class 16 contains 27225 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 3986 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 62496 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 11654 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 78007 members 
Mstep: Class 28 contains 90466 members 
Mstep: Class 29 contains 43644 members 
Mstep: Class 30 contains 47317 members 
Mstep: Class 31 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235496.000000 Penalty: 18977.085938
Iteration 200F: 32 clusters Score -4.22355e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 22579 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 5 contains 30541 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 83250 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 11 contains 34067 members 
Mstep: Class 12 contains 42927 members 
Mstep: Class 13 contains 41204 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 6170 members 
Mstep: Class 16 contains 27233 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 62359 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 11670 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 77931 members 
Mstep: Class 28 contains 90554 members 
Mstep: Class 29 contains 43644 members 
Mstep: Class 30 contains 47337 members 
Mstep: Class 31 contains 19258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235584.000000 Penalty: 18977.085938
Iteration 201Q: 32 clusters Score -4.223558e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 22523 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 30574 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 83132 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 34299 members 
Mstep: Class 12 contains 42980 members 
Mstep: Class 13 contains 41207 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 6176 members 
Mstep: Class 16 contains 27248 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 62227 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 11689 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 77869 members 
Mstep: Class 28 contains 90623 members 
Mstep: Class 29 contains 43650 members 
Mstep: Class 30 contains 47349 members 
Mstep: Class 31 contains 19251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235548.000000 Penalty: 18977.085938
Iteration 202Q: 32 clusters Score -4.223555e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 22453 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 30621 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 83027 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 34507 members 
Mstep: Class 12 contains 43034 members 
Mstep: Class 13 contains 41212 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 6183 members 
Mstep: Class 16 contains 27265 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 62111 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 77798 members 
Mstep: Class 28 contains 90685 members 
Mstep: Class 29 contains 43655 members 
Mstep: Class 30 contains 47359 members 
Mstep: Class 31 contains 19250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235608.000000 Penalty: 18977.085938
Iteration 203Q: 32 clusters Score -4.223561e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 22379 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 82919 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 34720 members 
Mstep: Class 12 contains 43084 members 
Mstep: Class 13 contains 41214 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 6190 members 
Mstep: Class 16 contains 27278 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 62006 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 77728 members 
Mstep: Class 28 contains 90754 members 
Mstep: Class 29 contains 43655 members 
Mstep: Class 30 contains 47370 members 
Mstep: Class 31 contains 19253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235508.000000 Penalty: 18977.085938
Iteration 204Q: 32 clusters Score -4.223551e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 30717 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 82792 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5347 members 
Mstep: Class 11 contains 34944 members 
Mstep: Class 12 contains 43131 members 
Mstep: Class 13 contains 41215 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 27285 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 5649 members 
Mstep: Class 21 contains 61910 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 77651 members 
Mstep: Class 28 contains 90828 members 
Mstep: Class 29 contains 43657 members 
Mstep: Class 30 contains 47393 members 
Mstep: Class 31 contains 19251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235484.000000 Penalty: 18977.085938
Iteration 205Q: 32 clusters Score -4.223548e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 22220 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 30771 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 82670 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5349 members 
Mstep: Class 11 contains 35174 members 
Mstep: Class 12 contains 43179 members 
Mstep: Class 13 contains 41222 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 27295 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 61807 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11696 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 77573 members 
Mstep: Class 28 contains 90893 members 
Mstep: Class 29 contains 43659 members 
Mstep: Class 30 contains 47402 members 
Mstep: Class 31 contains 19247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235692.000000 Penalty: 18977.085938
Iteration 206Q: 32 clusters Score -4.223569e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 30832 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 82560 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 35390 members 
Mstep: Class 12 contains 43203 members 
Mstep: Class 13 contains 41226 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 27303 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 61718 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 77500 members 
Mstep: Class 28 contains 90970 members 
Mstep: Class 29 contains 43662 members 
Mstep: Class 30 contains 47408 members 
Mstep: Class 31 contains 19246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235556.000000 Penalty: 18977.085938
Iteration 207Q: 32 clusters Score -4.223556e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 22012 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 30900 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 82433 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 35581 members 
Mstep: Class 12 contains 43233 members 
Mstep: Class 13 contains 41229 members 
Mstep: Class 14 contains 5245 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 27312 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 61641 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 77436 members 
Mstep: Class 28 contains 91035 members 
Mstep: Class 29 contains 43666 members 
Mstep: Class 30 contains 47427 members 
Mstep: Class 31 contains 19245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235532.000000 Penalty: 18977.085938
Iteration 208Q: 32 clusters Score -4.223553e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 21922 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 30989 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 82282 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 35775 members 
Mstep: Class 12 contains 43252 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 27321 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 61563 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11688 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 77359 members 
Mstep: Class 28 contains 91096 members 
Mstep: Class 29 contains 43672 members 
Mstep: Class 30 contains 47459 members 
Mstep: Class 31 contains 19240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235420.000000 Penalty: 18977.085938
Iteration 209Q: 32 clusters Score -4.223542e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 21831 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 31066 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 82122 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5359 members 
Mstep: Class 11 contains 35982 members 
Mstep: Class 12 contains 43265 members 
Mstep: Class 13 contains 41237 members 
Mstep: Class 14 contains 5236 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 27335 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 61453 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11698 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 77279 members 
Mstep: Class 28 contains 91161 members 
Mstep: Class 29 contains 43677 members 
Mstep: Class 30 contains 47497 members 
Mstep: Class 31 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235224.000000 Penalty: 18977.085938
Iteration 210Q: 32 clusters Score -4.223522e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 21729 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 31134 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 81990 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5364 members 
Mstep: Class 11 contains 36197 members 
Mstep: Class 12 contains 43282 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 5240 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 27354 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 5652 members 
Mstep: Class 21 contains 61336 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 77195 members 
Mstep: Class 28 contains 91219 members 
Mstep: Class 29 contains 43681 members 
Mstep: Class 30 contains 47517 members 
Mstep: Class 31 contains 19235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235152.000000 Penalty: 18977.085938
Iteration 211Q: 32 clusters Score -4.223515e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 21622 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 31210 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 81836 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 36441 members 
Mstep: Class 12 contains 43281 members 
Mstep: Class 13 contains 41229 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 16 contains 27373 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 5648 members 
Mstep: Class 21 contains 61223 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11722 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 77088 members 
Mstep: Class 28 contains 91294 members 
Mstep: Class 29 contains 43684 members 
Mstep: Class 30 contains 47537 members 
Mstep: Class 31 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234980.000000 Penalty: 18977.085938
Iteration 212Q: 32 clusters Score -4.223498e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 21514 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2280 members 
Mstep: Class 5 contains 31274 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 81662 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 36715 members 
Mstep: Class 12 contains 43296 members 
Mstep: Class 13 contains 41231 members 
Mstep: Class 14 contains 5236 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 27388 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 5651 members 
Mstep: Class 21 contains 61077 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11725 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 77010 members 
Mstep: Class 28 contains 91377 members 
Mstep: Class 29 contains 43679 members 
Mstep: Class 30 contains 47537 members 
Mstep: Class 31 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234976.000000 Penalty: 18977.085938
Iteration 213Q: 32 clusters Score -4.223498e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 21406 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 31331 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 81496 members 
Mstep: Class 8 contains 1897 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 36976 members 
Mstep: Class 12 contains 43307 members 
Mstep: Class 13 contains 41232 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 15 contains 6245 members 
Mstep: Class 16 contains 27405 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 4007 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 60979 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11734 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 76915 members 
Mstep: Class 28 contains 91443 members 
Mstep: Class 29 contains 43676 members 
Mstep: Class 30 contains 47527 members 
Mstep: Class 31 contains 19240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235048.000000 Penalty: 18977.085938
Iteration 214Q: 32 clusters Score -4.223505e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 21294 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 31376 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 81330 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 43342 members 
Mstep: Class 13 contains 41231 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 6246 members 
Mstep: Class 16 contains 27414 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 60935 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11746 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76813 members 
Mstep: Class 28 contains 91500 members 
Mstep: Class 29 contains 43675 members 
Mstep: Class 30 contains 47521 members 
Mstep: Class 31 contains 19238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235140.000000 Penalty: 18977.085938
Iteration 215Q: 32 clusters Score -4.223514e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 21171 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 31439 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 81147 members 
Mstep: Class 8 contains 1900 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 5370 members 
Mstep: Class 11 contains 37417 members 
Mstep: Class 12 contains 43363 members 
Mstep: Class 13 contains 41234 members 
Mstep: Class 14 contains 5222 members 
Mstep: Class 15 contains 6248 members 
Mstep: Class 16 contains 27425 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 5651 members 
Mstep: Class 21 contains 60882 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11757 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76713 members 
Mstep: Class 28 contains 91558 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 47527 members 
Mstep: Class 31 contains 19238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235144.000000 Penalty: 18977.085938
Iteration 216Q: 32 clusters Score -4.223514e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 21052 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 31493 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 80977 members 
Mstep: Class 8 contains 1900 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 5373 members 
Mstep: Class 11 contains 37608 members 
Mstep: Class 12 contains 43386 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 15 contains 6250 members 
Mstep: Class 16 contains 27449 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 60858 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76609 members 
Mstep: Class 28 contains 91625 members 
Mstep: Class 29 contains 43667 members 
Mstep: Class 30 contains 47520 members 
Mstep: Class 31 contains 19241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235012.000000 Penalty: 18977.085938
Iteration 217Q: 32 clusters Score -4.223501e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 20918 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 2280 members 
Mstep: Class 5 contains 31577 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 80783 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 5374 members 
Mstep: Class 11 contains 37817 members 
Mstep: Class 12 contains 43428 members 
Mstep: Class 13 contains 41234 members 
Mstep: Class 14 contains 5200 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 27466 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 60840 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76510 members 
Mstep: Class 28 contains 91677 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 47500 members 
Mstep: Class 31 contains 19243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234892.000000 Penalty: 18977.085938
Iteration 218Q: 32 clusters Score -4.223489e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 20797 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 31676 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 80597 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 38019 members 
Mstep: Class 12 contains 43459 members 
Mstep: Class 13 contains 41232 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 27484 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 4022 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 60804 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11799 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76406 members 
Mstep: Class 28 contains 91715 members 
Mstep: Class 29 contains 43672 members 
Mstep: Class 30 contains 47506 members 
Mstep: Class 31 contains 19242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234824.000000 Penalty: 18977.085938
Iteration 219Q: 32 clusters Score -4.223482e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 20670 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2280 members 
Mstep: Class 5 contains 31779 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 80417 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 38230 members 
Mstep: Class 12 contains 43473 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 6261 members 
Mstep: Class 16 contains 27501 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 4025 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 5648 members 
Mstep: Class 21 contains 60761 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11805 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76300 members 
Mstep: Class 28 contains 91753 members 
Mstep: Class 29 contains 43675 members 
Mstep: Class 30 contains 47504 members 
Mstep: Class 31 contains 19243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234788.000000 Penalty: 18977.085938
Iteration 220F: 32 clusters Score -4.223479e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 20550 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 31871 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 80265 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 38421 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 41236 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 6271 members 
Mstep: Class 16 contains 27525 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 5634 members 
Mstep: Class 21 contains 60706 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11812 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 76186 members 
Mstep: Class 28 contains 91803 members 
Mstep: Class 29 contains 43674 members 
Mstep: Class 30 contains 47496 members 
Mstep: Class 31 contains 19241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234756.000000 Penalty: 18977.085938
Iteration 221Q: 32 clusters Score -4.223476e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 20429 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 31954 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 80135 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 5398 members 
Mstep: Class 11 contains 38612 members 
Mstep: Class 12 contains 43518 members 
Mstep: Class 13 contains 41246 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 27550 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 60641 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11811 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 76079 members 
Mstep: Class 28 contains 91834 members 
Mstep: Class 29 contains 43665 members 
Mstep: Class 30 contains 47489 members 
Mstep: Class 31 contains 19242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234680.000000 Penalty: 18977.085938
Iteration 222Q: 32 clusters Score -4.223468e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 20292 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 32021 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 80064 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 38785 members 
Mstep: Class 12 contains 43553 members 
Mstep: Class 13 contains 41252 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 27573 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 4036 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 60566 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11817 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 75968 members 
Mstep: Class 28 contains 91858 members 
Mstep: Class 29 contains 43660 members 
Mstep: Class 30 contains 47474 members 
Mstep: Class 31 contains 19243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234680.000000 Penalty: 18977.085938
Iteration 223Q: 32 clusters Score -4.223468e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 20139 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 32100 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 80003 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5415 members 
Mstep: Class 11 contains 38961 members 
Mstep: Class 12 contains 43597 members 
Mstep: Class 13 contains 41255 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 6309 members 
Mstep: Class 16 contains 27593 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 4041 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 60489 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 75844 members 
Mstep: Class 28 contains 91885 members 
Mstep: Class 29 contains 43659 members 
Mstep: Class 30 contains 47482 members 
Mstep: Class 31 contains 19239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234508.000000 Penalty: 18977.085938
Iteration 224Q: 32 clusters Score -4.223451e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 19986 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 32205 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 79949 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 39123 members 
Mstep: Class 12 contains 43633 members 
Mstep: Class 13 contains 41255 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 16 contains 27612 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 60402 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11822 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 75732 members 
Mstep: Class 28 contains 91902 members 
Mstep: Class 29 contains 43660 members 
Mstep: Class 30 contains 47489 members 
Mstep: Class 31 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234484.000000 Penalty: 18977.085938
Iteration 225Q: 32 clusters Score -4.223448e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 19840 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 32306 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 79886 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 39326 members 
Mstep: Class 12 contains 43654 members 
Mstep: Class 13 contains 41261 members 
Mstep: Class 14 contains 5090 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 27627 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 60296 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11813 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 75608 members 
Mstep: Class 28 contains 91904 members 
Mstep: Class 29 contains 43657 members 
Mstep: Class 30 contains 47498 members 
Mstep: Class 31 contains 19236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234548.000000 Penalty: 18977.085938
Iteration 226Q: 32 clusters Score -4.223455e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 19708 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 32395 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 79788 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 39540 members 
Mstep: Class 12 contains 43671 members 
Mstep: Class 13 contains 41268 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 27637 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 60203 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 75499 members 
Mstep: Class 28 contains 91896 members 
Mstep: Class 29 contains 43657 members 
Mstep: Class 30 contains 47510 members 
Mstep: Class 31 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234496.000000 Penalty: 18977.085938
Iteration 227Q: 32 clusters Score -4.22345e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 19565 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 32478 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 79685 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 43692 members 
Mstep: Class 13 contains 41274 members 
Mstep: Class 14 contains 5077 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 16 contains 27646 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 60107 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11789 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 75381 members 
Mstep: Class 28 contains 91886 members 
Mstep: Class 29 contains 43659 members 
Mstep: Class 30 contains 47547 members 
Mstep: Class 31 contains 19236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234596.000000 Penalty: 18977.085938
Iteration 228Q: 32 clusters Score -4.22346e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19431 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 32557 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 79571 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 39938 members 
Mstep: Class 12 contains 43708 members 
Mstep: Class 13 contains 41277 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 6361 members 
Mstep: Class 16 contains 27658 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 59995 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11782 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 75283 members 
Mstep: Class 28 contains 91877 members 
Mstep: Class 29 contains 43662 members 
Mstep: Class 30 contains 47598 members 
Mstep: Class 31 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234528.000000 Penalty: 18977.085938
Iteration 229Q: 32 clusters Score -4.223453e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19283 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 32653 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 79463 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5449 members 
Mstep: Class 11 contains 40154 members 
Mstep: Class 12 contains 43720 members 
Mstep: Class 13 contains 41280 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 6364 members 
Mstep: Class 16 contains 27668 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 4057 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 5592 members 
Mstep: Class 21 contains 59859 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11772 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 75165 members 
Mstep: Class 28 contains 91867 members 
Mstep: Class 29 contains 43663 members 
Mstep: Class 30 contains 47648 members 
Mstep: Class 31 contains 19233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234536.000000 Penalty: 18977.085938
Iteration 230Q: 32 clusters Score -4.223454e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19150 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 32737 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 79352 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5455 members 
Mstep: Class 11 contains 40377 members 
Mstep: Class 12 contains 43728 members 
Mstep: Class 13 contains 41284 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 6365 members 
Mstep: Class 16 contains 27682 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 59717 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 11772 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 75070 members 
Mstep: Class 28 contains 91843 members 
Mstep: Class 29 contains 43667 members 
Mstep: Class 30 contains 47675 members 
Mstep: Class 31 contains 19228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234532.000000 Penalty: 18977.085938
Iteration 231Q: 32 clusters Score -4.223453e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 19017 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 32820 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 79249 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 5461 members 
Mstep: Class 11 contains 40578 members 
Mstep: Class 12 contains 43757 members 
Mstep: Class 13 contains 41280 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 15 contains 6367 members 
Mstep: Class 16 contains 27692 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 59558 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11766 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 74984 members 
Mstep: Class 28 contains 91811 members 
Mstep: Class 29 contains 43669 members 
Mstep: Class 30 contains 47712 members 
Mstep: Class 31 contains 19224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234752.000000 Penalty: 18977.085938
Iteration 232Q: 32 clusters Score -4.223475e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 18894 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 32889 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 79145 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 40784 members 
Mstep: Class 12 contains 43785 members 
Mstep: Class 13 contains 41277 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 27704 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 59402 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11764 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 74899 members 
Mstep: Class 28 contains 91782 members 
Mstep: Class 29 contains 43672 members 
Mstep: Class 30 contains 47728 members 
Mstep: Class 31 contains 19219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234824.000000 Penalty: 18977.085938
Iteration 233Q: 32 clusters Score -4.223482e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 32947 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 79027 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5474 members 
Mstep: Class 11 contains 40986 members 
Mstep: Class 12 contains 43800 members 
Mstep: Class 13 contains 41271 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 27720 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 59267 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 74799 members 
Mstep: Class 28 contains 91767 members 
Mstep: Class 29 contains 43672 members 
Mstep: Class 30 contains 47736 members 
Mstep: Class 31 contains 19219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234744.000000 Penalty: 18977.085938
Iteration 234Q: 32 clusters Score -4.223474e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 18624 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 33007 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 78911 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 41239 members 
Mstep: Class 12 contains 43809 members 
Mstep: Class 13 contains 41271 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 27735 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 59126 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 91750 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 47731 members 
Mstep: Class 31 contains 19224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234888.000000 Penalty: 18977.085938
Iteration 235Q: 32 clusters Score -4.223489e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 18485 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 33082 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 78783 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 11 contains 41518 members 
Mstep: Class 12 contains 43803 members 
Mstep: Class 13 contains 41267 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 27746 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 58970 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11764 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 74540 members 
Mstep: Class 28 contains 91719 members 
Mstep: Class 29 contains 43676 members 
Mstep: Class 30 contains 47732 members 
Mstep: Class 31 contains 19223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235032.000000 Penalty: 18977.085938
Iteration 236Q: 32 clusters Score -4.223503e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 18348 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 33169 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 78662 members 
Mstep: Class 8 contains 1908 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 41849 members 
Mstep: Class 12 contains 43799 members 
Mstep: Class 13 contains 41258 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 6459 members 
Mstep: Class 16 contains 27756 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4061 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 21 contains 58780 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11770 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 74407 members 
Mstep: Class 28 contains 91688 members 
Mstep: Class 29 contains 43682 members 
Mstep: Class 30 contains 47713 members 
Mstep: Class 31 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234984.000000 Penalty: 18977.085938
Iteration 237Q: 32 clusters Score -4.223498e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 18206 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 78555 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 42186 members 
Mstep: Class 12 contains 43806 members 
Mstep: Class 13 contains 41259 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 27772 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 58615 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11767 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 74262 members 
Mstep: Class 28 contains 91651 members 
Mstep: Class 29 contains 43688 members 
Mstep: Class 30 contains 47686 members 
Mstep: Class 31 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234928.000000 Penalty: 18977.085938
Iteration 238Q: 32 clusters Score -4.223493e+07 nChanged 1484
Entering ConstructFrom: 
Score: -42234928.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (20334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Entering Unmasked Estep 
Score: -1315007.000000 Penalty: 451.362274
	Iteration 0F: 2 clusters Score -1315007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1301447.250000 Penalty: 902.724548
	Iteration 0F: 3 clusters Score -1301447 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1307354.625000 Penalty: 902.724548
	Iteration 1F: 3 clusters Score -1307355 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1307785.250000 Penalty: 902.724548
	Iteration 2Q: 3 clusters Score -1307785 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1308387.625000 Penalty: 902.724548
	Iteration 3F: 3 clusters Score -1308388 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1309288.000000 Penalty: 902.724548
	Iteration 4F: 3 clusters Score -1309288 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1310409.375000 Penalty: 902.724548
	Iteration 5F: 3 clusters Score -1310409 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1311562.000000 Penalty: 902.724548
	Iteration 6F: 3 clusters Score -1311562 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1312547.875000 Penalty: 902.724548
	Iteration 7F: 3 clusters Score -1312548 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1313340.625000 Penalty: 902.724548
	Iteration 8Q: 3 clusters Score -1313341 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1313894.250000 Penalty: 902.724548
	Iteration 9Q: 3 clusters Score -1313894 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1314222.375000 Penalty: 902.724548
	Iteration 10Q: 3 clusters Score -1314222 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1314400.125000 Penalty: 902.724548
	Iteration 11Q: 3 clusters Score -1314400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1314484.250000 Penalty: 902.724548
	Iteration 12Q: 3 clusters Score -1314484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1314537.875000 Penalty: 902.724548
	Iteration 13Q: 3 clusters Score -1314538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1314562.625000 Penalty: 902.724548
	Iteration 14Q: 3 clusters Score -1314563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1314576.000000 Penalty: 902.724548
	Iteration 15Q: 3 clusters Score -1314576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1314584.000000 Penalty: 902.724548
	Iteration 16Q: 3 clusters Score -1314584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1314587.500000 Penalty: 902.724548
	Iteration 17Q: 3 clusters Score -1314588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1314588.875000 Penalty: 902.724548
	Iteration 18Q: 3 clusters Score -1314589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1314588.875000 Penalty: 902.724548
	Iteration 19Q: 3 clusters Score -1314589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1314589.250000 Penalty: 902.724548
	Iteration 20F: 3 clusters Score -1314589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Entering Unmasked Estep 
Score: -1104450.375000 Penalty: 445.963654
	Iteration 0F: 2 clusters Score -1104450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1092386.000000 Penalty: 891.927307
	Iteration 0F: 3 clusters Score -1092386 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1097798.125000 Penalty: 891.927307
	Iteration 1F: 3 clusters Score -1097798 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1098611.125000 Penalty: 891.927307
	Iteration 2F: 3 clusters Score -1098611 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1099648.125000 Penalty: 891.927307
	Iteration 3F: 3 clusters Score -1099648 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1100652.500000 Penalty: 891.927307
	Iteration 4F: 3 clusters Score -1100652 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1101392.250000 Penalty: 891.927307
	Iteration 5F: 3 clusters Score -1101392 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1101832.250000 Penalty: 891.927307
	Iteration 6Q: 3 clusters Score -1101832 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1102022.375000 Penalty: 891.927307
	Iteration 7Q: 3 clusters Score -1102022 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1102127.250000 Penalty: 891.927307
	Iteration 8Q: 3 clusters Score -1102127 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1102211.625000 Penalty: 891.927307
	Iteration 9Q: 3 clusters Score -1102212 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1102286.625000 Penalty: 891.927307
	Iteration 10Q: 3 clusters Score -1102287 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1102370.875000 Penalty: 891.927307
	Iteration 11Q: 3 clusters Score -1102371 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1102456.500000 Penalty: 891.927307
	Iteration 12Q: 3 clusters Score -1102456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1102547.375000 Penalty: 891.927307
	Iteration 13Q: 3 clusters Score -1102547 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1102641.125000 Penalty: 891.927307
	Iteration 14Q: 3 clusters Score -1102641 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1102739.750000 Penalty: 891.927307
	Iteration 15Q: 3 clusters Score -1102740 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1102838.750000 Penalty: 891.927307
	Iteration 16Q: 3 clusters Score -1102839 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1102943.750000 Penalty: 891.927307
	Iteration 17Q: 3 clusters Score -1102944 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1103054.375000 Penalty: 891.927307
	Iteration 18Q: 3 clusters Score -1103054 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1103168.125000 Penalty: 891.927307
	Iteration 19Q: 3 clusters Score -1103168 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1103298.500000 Penalty: 891.927307
	Iteration 20F: 3 clusters Score -1103298 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1103436.375000 Penalty: 891.927307
	Iteration 21Q: 3 clusters Score -1103436 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1103540.375000 Penalty: 891.927307
	Iteration 22Q: 3 clusters Score -1103540 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1103637.250000 Penalty: 891.927307
	Iteration 23Q: 3 clusters Score -1103637 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1103720.125000 Penalty: 891.927307
	Iteration 24Q: 3 clusters Score -1103720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1103790.750000 Penalty: 891.927307
	Iteration 25Q: 3 clusters Score -1103791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1103837.375000 Penalty: 891.927307
	Iteration 26Q: 3 clusters Score -1103837 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1103878.250000 Penalty: 891.927307
	Iteration 27Q: 3 clusters Score -1103878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1103918.500000 Penalty: 891.927307
	Iteration 28Q: 3 clusters Score -1103918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1103956.250000 Penalty: 891.927307
	Iteration 29Q: 3 clusters Score -1103956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1103982.250000 Penalty: 891.927307
	Iteration 30Q: 3 clusters Score -1103982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1104000.375000 Penalty: 891.927307
	Iteration 31Q: 3 clusters Score -1104000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1104014.000000 Penalty: 891.927307
	Iteration 32Q: 3 clusters Score -1104014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1104026.375000 Penalty: 891.927307
	Iteration 33Q: 3 clusters Score -1104026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1104042.750000 Penalty: 891.927307
	Iteration 34Q: 3 clusters Score -1104043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1104048.875000 Penalty: 891.927307
	Iteration 35Q: 3 clusters Score -1104049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1104049.875000 Penalty: 891.927307
	Iteration 36Q: 3 clusters Score -1104050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1104051.625000 Penalty: 891.927307
	Iteration 37Q: 3 clusters Score -1104052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1104053.750000 Penalty: 891.927307
	Iteration 38Q: 3 clusters Score -1104054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1104053.750000 Penalty: 891.927307
	Iteration 39Q: 3 clusters Score -1104054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1104055.625000 Penalty: 891.927307
	Iteration 40F: 3 clusters Score -1104056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1104055.875000 Penalty: 891.927307
	Iteration 41Q: 3 clusters Score -1104056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1104056.375000 Penalty: 891.927307
	Iteration 42Q: 3 clusters Score -1104056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1104056.750000 Penalty: 891.927307
	Iteration 43Q: 3 clusters Score -1104057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1104060.125000 Penalty: 891.927307
	Iteration 44Q: 3 clusters Score -1104060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1104061.250000 Penalty: 891.927307
	Iteration 45Q: 3 clusters Score -1104061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1104061.875000 Penalty: 891.927307
	Iteration 46Q: 3 clusters Score -1104062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1104064.000000 Penalty: 891.927307
	Iteration 47Q: 3 clusters Score -1104064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1104068.500000 Penalty: 891.927307
	Iteration 48Q: 3 clusters Score -1104068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1104069.000000 Penalty: 891.927307
	Iteration 49Q: 3 clusters Score -1104069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1104070.625000 Penalty: 891.927307
	Iteration 50Q: 3 clusters Score -1104071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1104071.125000 Penalty: 891.927307
	Iteration 51Q: 3 clusters Score -1104071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1104071.375000 Penalty: 891.927307
	Iteration 52Q: 3 clusters Score -1104071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1104072.000000 Penalty: 891.927307
	Iteration 53Q: 3 clusters Score -1104072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1104071.250000 Penalty: 891.927307
	Iteration 54Q: 3 clusters Score -1104071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1104072.125000 Penalty: 891.927307
	Iteration 55Q: 3 clusters Score -1104072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1104072.125000 Penalty: 891.927307
	Iteration 56F: 3 clusters Score -1104072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -37572.589844 Penalty: 301.875824
	Iteration 0F: 2 clusters Score -37572.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -36967.402344 Penalty: 603.751648
	Iteration 0F: 3 clusters Score -36967.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37208.425781 Penalty: 603.751648
	Iteration 1F: 3 clusters Score -37208.43 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37278.878906 Penalty: 603.751648
	Iteration 2F: 3 clusters Score -37278.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -37363.433594 Penalty: 603.751648
	Iteration 3F: 3 clusters Score -37363.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -37423.687500 Penalty: 603.751648
	Iteration 4F: 3 clusters Score -37423.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -37480.285156 Penalty: 603.751648
	Iteration 5Q: 3 clusters Score -37480.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -37508.585938 Penalty: 603.751648
	Iteration 6Q: 3 clusters Score -37508.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -37528.660156 Penalty: 603.751648
	Iteration 7Q: 3 clusters Score -37528.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -37537.128906 Penalty: 603.751648
	Iteration 8Q: 3 clusters Score -37537.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37543.042969 Penalty: 603.751648
	Iteration 9Q: 3 clusters Score -37543.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -37550.125000 Penalty: 603.751648
	Iteration 10Q: 3 clusters Score -37550.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -37556.871094 Penalty: 603.751648
	Iteration 11Q: 3 clusters Score -37556.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -37565.304688 Penalty: 603.751648
	Iteration 12Q: 3 clusters Score -37565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -37568.765625 Penalty: 603.751648
	Iteration 13Q: 3 clusters Score -37568.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -37573.292969 Penalty: 603.751648
	Iteration 14Q: 3 clusters Score -37573.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -37578.871094 Penalty: 603.751648
	Iteration 15Q: 3 clusters Score -37578.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -37582.894531 Penalty: 603.751648
	Iteration 16Q: 3 clusters Score -37582.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -37583.425781 Penalty: 603.751648
	Iteration 17Q: 3 clusters Score -37583.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37583.578125 Penalty: 603.751648
	Iteration 18Q: 3 clusters Score -37583.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -37584.023438 Penalty: 603.751648
	Iteration 19Q: 3 clusters Score -37584.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -37591.410156 Penalty: 603.751648
	Iteration 20F: 3 clusters Score -37591.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37595.550781 Penalty: 603.751648
	Iteration 21Q: 3 clusters Score -37595.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37596.812500 Penalty: 603.751648
	Iteration 22Q: 3 clusters Score -37596.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37596.812500 Penalty: 603.751648
	Iteration 23F: 3 clusters Score -37596.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 18059 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 33322 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 78456 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 42524 members 
Mstep: Class 12 contains 43787 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 58485 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 74085 members 
Mstep: Class 28 contains 91615 members 
Mstep: Class 29 contains 43694 members 
Mstep: Class 30 contains 47665 members 
Mstep: Class 31 contains 19214 members 
Mstep: Class 32 contains 647 members 
Entering Unmasked Estep 
Score: -42234580.000000 Penalty: 19589.250000
Splitting cluster 3 changes total score from -42234928.000000 to -42234580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -132688.218750 Penalty: 349.489990
	Iteration 0F: 2 clusters Score -132688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -131104.515625 Penalty: 698.979980
	Iteration 0F: 3 clusters Score -131104.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -131710.000000 Penalty: 698.979980
	Iteration 1F: 3 clusters Score -131710 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -131846.343750 Penalty: 698.979980
	Iteration 2F: 3 clusters Score -131846.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -131976.109375 Penalty: 698.979980
	Iteration 3F: 3 clusters Score -131976.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -132084.906250 Penalty: 698.979980
	Iteration 4F: 3 clusters Score -132084.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -132164.375000 Penalty: 698.979980
	Iteration 5Q: 3 clusters Score -132164.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -132242.671875 Penalty: 698.979980
	Iteration 6Q: 3 clusters Score -132242.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -132284.984375 Penalty: 698.979980
	Iteration 7Q: 3 clusters Score -132285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -132316.468750 Penalty: 698.979980
	Iteration 8Q: 3 clusters Score -132316.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -132335.437500 Penalty: 698.979980
	Iteration 9Q: 3 clusters Score -132335.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -132348.734375 Penalty: 698.979980
	Iteration 10Q: 3 clusters Score -132348.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -132353.390625 Penalty: 698.979980
	Iteration 11Q: 3 clusters Score -132353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -132356.187500 Penalty: 698.979980
	Iteration 12Q: 3 clusters Score -132356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -132357.453125 Penalty: 698.979980
	Iteration 13Q: 3 clusters Score -132357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -132359.046875 Penalty: 698.979980
	Iteration 14Q: 3 clusters Score -132359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -132359.343750 Penalty: 698.979980
	Iteration 15Q: 3 clusters Score -132359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -132360.421875 Penalty: 698.979980
	Iteration 16Q: 3 clusters Score -132360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -132361.140625 Penalty: 698.979980
	Iteration 17Q: 3 clusters Score -132361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -132361.546875 Penalty: 698.979980
	Iteration 18Q: 3 clusters Score -132361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -132361.578125 Penalty: 698.979980
	Iteration 19Q: 3 clusters Score -132361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -132361.578125 Penalty: 698.979980
	Iteration 20F: 3 clusters Score -132361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Entering Unmasked Estep 
Score: -2005122.750000 Penalty: 473.835754
	Iteration 0F: 2 clusters Score -2005123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1982706.625000 Penalty: 947.671509
	Iteration 0F: 3 clusters Score -1982707 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1992825.875000 Penalty: 947.671509
	Iteration 1F: 3 clusters Score -1992826 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1993752.500000 Penalty: 947.671509
	Iteration 2F: 3 clusters Score -1993752 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1994922.625000 Penalty: 947.671509
	Iteration 3F: 3 clusters Score -1994923 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1996381.750000 Penalty: 947.671509
	Iteration 4F: 3 clusters Score -1996382 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1998178.000000 Penalty: 947.671509
	Iteration 5F: 3 clusters Score -1998178 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2000218.375000 Penalty: 947.671509
	Iteration 6F: 3 clusters Score -2000218 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2002144.250000 Penalty: 947.671509
	Iteration 7F: 3 clusters Score -2002144 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2003452.000000 Penalty: 947.671509
	Iteration 8Q: 3 clusters Score -2003452 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2004113.125000 Penalty: 947.671509
	Iteration 9Q: 3 clusters Score -2004113 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2004424.250000 Penalty: 947.671509
	Iteration 10Q: 3 clusters Score -2004424 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2004585.625000 Penalty: 947.671509
	Iteration 11Q: 3 clusters Score -2004586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2004646.625000 Penalty: 947.671509
	Iteration 12Q: 3 clusters Score -2004647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2004683.125000 Penalty: 947.671509
	Iteration 13Q: 3 clusters Score -2004683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2004693.625000 Penalty: 947.671509
	Iteration 14Q: 3 clusters Score -2004694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2004712.250000 Penalty: 947.671509
	Iteration 15Q: 3 clusters Score -2004712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2004722.375000 Penalty: 947.671509
	Iteration 16Q: 3 clusters Score -2004722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2004725.625000 Penalty: 947.671509
	Iteration 17Q: 3 clusters Score -2004726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2004729.250000 Penalty: 947.671509
	Iteration 18Q: 3 clusters Score -2004729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2004729.125000 Penalty: 947.671509
	Iteration 19Q: 3 clusters Score -2004729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2004729.500000 Penalty: 947.671509
	Iteration 20F: 3 clusters Score -2004730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -72878.820312 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -72878.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71967.117188 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -71967.12 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72283.882812 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -72283.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72353.289062 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -72353.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72393.718750 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -72393.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -72422.164062 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -72422.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -72443.773438 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -72443.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -72461.468750 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -72461.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72476.531250 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -72476.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -72489.664062 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -72489.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -72507.757812 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -72507.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72533.625000 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -72533.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -72552.710938 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -72552.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -72575.117188 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -72575.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -72588.171875 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -72588.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -72593.148438 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -72593.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -72598.484375 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -72598.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -72604.195312 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -72604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -72608.132812 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -72608.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -72611.500000 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -72611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -72614.500000 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -72614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -72616.203125 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -72616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -72619.648438 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -72619.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -72620.664062 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -72620.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -72621.718750 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -72621.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -72624.156250 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -72624.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -72624.921875 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -72624.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -72625.289062 Penalty: 642.425171
	Iteration 26Q: 3 clusters Score -72625.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -72625.617188 Penalty: 642.425171
	Iteration 27Q: 3 clusters Score -72625.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -72625.617188 Penalty: 642.425171
	Iteration 28F: 3 clusters Score -72625.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Entering Unmasked Estep 
Score: -4873955.500000 Penalty: 512.798340
	Iteration 0F: 2 clusters Score -4873956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4821998.500000 Penalty: 1025.596680
	Iteration 0F: 3 clusters Score -4821998 nChanged 38282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4845213.000000 Penalty: 1025.596680
	Iteration 1F: 3 clusters Score -4845213 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -4846366.000000 Penalty: 1025.596680
	Iteration 2Q: 3 clusters Score -4846366 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -4847817.000000 Penalty: 1025.596680
	Iteration 3Q: 3 clusters Score -4847817 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -4850069.000000 Penalty: 1025.596680
	Iteration 4F: 3 clusters Score -4850069 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -4853747.000000 Penalty: 1025.596680
	Iteration 5F: 3 clusters Score -4853747 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -4858770.500000 Penalty: 1025.596680
	Iteration 6F: 3 clusters Score -4858770 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -4864221.000000 Penalty: 1025.596680
	Iteration 7F: 3 clusters Score -4864221 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -4868164.500000 Penalty: 1025.596680
	Iteration 8Q: 3 clusters Score -4868164 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -4870274.500000 Penalty: 1025.596680
	Iteration 9Q: 3 clusters Score -4870274 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -4871253.500000 Penalty: 1025.596680
	Iteration 10Q: 3 clusters Score -4871254 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -4871725.000000 Penalty: 1025.596680
	Iteration 11Q: 3 clusters Score -4871725 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -4871994.000000 Penalty: 1025.596680
	Iteration 12Q: 3 clusters Score -4871994 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -4872231.500000 Penalty: 1025.596680
	Iteration 13Q: 3 clusters Score -4872232 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -4872468.500000 Penalty: 1025.596680
	Iteration 14Q: 3 clusters Score -4872468 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -4872650.500000 Penalty: 1025.596680
	Iteration 15Q: 3 clusters Score -4872650 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -4872823.500000 Penalty: 1025.596680
	Iteration 16Q: 3 clusters Score -4872824 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -4872961.500000 Penalty: 1025.596680
	Iteration 17Q: 3 clusters Score -4872962 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -4873085.000000 Penalty: 1025.596680
	Iteration 18Q: 3 clusters Score -4873085 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -4873177.500000 Penalty: 1025.596680
	Iteration 19Q: 3 clusters Score -4873178 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -4873238.000000 Penalty: 1025.596680
	Iteration 20F: 3 clusters Score -4873238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -4873305.500000 Penalty: 1025.596680
	Iteration 21Q: 3 clusters Score -4873306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -4873357.500000 Penalty: 1025.596680
	Iteration 22Q: 3 clusters Score -4873358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -4873393.500000 Penalty: 1025.596680
	Iteration 23Q: 3 clusters Score -4873394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -4873415.500000 Penalty: 1025.596680
	Iteration 24Q: 3 clusters Score -4873416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -4873444.500000 Penalty: 1025.596680
	Iteration 25Q: 3 clusters Score -4873444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -4873457.500000 Penalty: 1025.596680
	Iteration 26Q: 3 clusters Score -4873458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -4873464.000000 Penalty: 1025.596680
	Iteration 27Q: 3 clusters Score -4873464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -4873484.500000 Penalty: 1025.596680
	Iteration 28Q: 3 clusters Score -4873484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -4873489.000000 Penalty: 1025.596680
	Iteration 29Q: 3 clusters Score -4873489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -4873494.000000 Penalty: 1025.596680
	Iteration 30Q: 3 clusters Score -4873494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -4873509.000000 Penalty: 1025.596680
	Iteration 31Q: 3 clusters Score -4873509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -4873517.000000 Penalty: 1025.596680
	Iteration 32Q: 3 clusters Score -4873517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -4873536.500000 Penalty: 1025.596680
	Iteration 33Q: 3 clusters Score -4873536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -4873543.000000 Penalty: 1025.596680
	Iteration 34Q: 3 clusters Score -4873543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -4873550.000000 Penalty: 1025.596680
	Iteration 35Q: 3 clusters Score -4873550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -4873545.500000 Penalty: 1025.596680
	Iteration 36Q: 3 clusters Score -4873546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -4873549.000000 Penalty: 1025.596680
	Iteration 37Q: 3 clusters Score -4873549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -4873554.500000 Penalty: 1025.596680
	Iteration 38Q: 3 clusters Score -4873554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -4873557.500000 Penalty: 1025.596680
	Iteration 39Q: 3 clusters Score -4873558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -4873561.500000 Penalty: 1025.596680
	Iteration 40F: 3 clusters Score -4873562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -4873564.000000 Penalty: 1025.596680
	Iteration 41Q: 3 clusters Score -4873564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -4873565.500000 Penalty: 1025.596680
	Iteration 42Q: 3 clusters Score -4873566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -4873565.500000 Penalty: 1025.596680
	Iteration 43Q: 3 clusters Score -4873566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -4873570.500000 Penalty: 1025.596680
	Iteration 44Q: 3 clusters Score -4873570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -4873573.000000 Penalty: 1025.596680
	Iteration 45Q: 3 clusters Score -4873573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -4873573.000000 Penalty: 1025.596680
	Iteration 46Q: 3 clusters Score -4873573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -4873573.000000 Penalty: 1025.596680
	Iteration 47Q: 3 clusters Score -4873573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -4873579.500000 Penalty: 1025.596680
	Iteration 48Q: 3 clusters Score -4873580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -4873579.000000 Penalty: 1025.596680
	Iteration 49Q: 3 clusters Score -4873579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -4873581.500000 Penalty: 1025.596680
	Iteration 50Q: 3 clusters Score -4873582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -4873591.000000 Penalty: 1025.596680
	Iteration 51Q: 3 clusters Score -4873591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -4873593.000000 Penalty: 1025.596680
	Iteration 52Q: 3 clusters Score -4873593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -4873584.000000 Penalty: 1025.596680
	Iteration 53Q: 3 clusters Score -4873584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -4873583.500000 Penalty: 1025.596680
	Iteration 54Q: 3 clusters Score -4873584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -4873588.500000 Penalty: 1025.596680
	Iteration 55Q: 3 clusters Score -4873588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -4873590.000000 Penalty: 1025.596680
	Iteration 56Q: 3 clusters Score -4873590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -4873584.000000 Penalty: 1025.596680
	Iteration 57Q: 3 clusters Score -4873584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -4873583.500000 Penalty: 1025.596680
	Iteration 58Q: 3 clusters Score -4873584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -4873586.500000 Penalty: 1025.596680
	Iteration 59Q: 3 clusters Score -4873586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -4873587.000000 Penalty: 1025.596680
	Iteration 60F: 3 clusters Score -4873587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -4873591.000000 Penalty: 1025.596680
	Iteration 61Q: 3 clusters Score -4873591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -4873583.500000 Penalty: 1025.596680
	Iteration 62Q: 3 clusters Score -4873584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -4873586.500000 Penalty: 1025.596680
	Iteration 63Q: 3 clusters Score -4873586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -4873588.500000 Penalty: 1025.596680
	Iteration 64Q: 3 clusters Score -4873588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -4873586.000000 Penalty: 1025.596680
	Iteration 65Q: 3 clusters Score -4873586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -4873586.000000 Penalty: 1025.596680
	Iteration 66Q: 3 clusters Score -4873586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -4873586.000000 Penalty: 1025.596680
	Iteration 67F: 3 clusters Score -4873586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -108583.382812 Penalty: 343.650665
	Iteration 0F: 2 clusters Score -108583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -107238.789062 Penalty: 687.301331
	Iteration 0F: 3 clusters Score -107238.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107754.117188 Penalty: 687.301331
	Iteration 1F: 3 clusters Score -107754.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107874.476562 Penalty: 687.301331
	Iteration 2F: 3 clusters Score -107874.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107984.335938 Penalty: 687.301331
	Iteration 3F: 3 clusters Score -107984.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -108066.773438 Penalty: 687.301331
	Iteration 4F: 3 clusters Score -108066.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108136.812500 Penalty: 687.301331
	Iteration 5Q: 3 clusters Score -108136.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108187.867188 Penalty: 687.301331
	Iteration 6Q: 3 clusters Score -108187.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -108224.734375 Penalty: 687.301331
	Iteration 7Q: 3 clusters Score -108224.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108263.093750 Penalty: 687.301331
	Iteration 8Q: 3 clusters Score -108263.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108292.484375 Penalty: 687.301331
	Iteration 9Q: 3 clusters Score -108292.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108310.421875 Penalty: 687.301331
	Iteration 10Q: 3 clusters Score -108310.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108318.171875 Penalty: 687.301331
	Iteration 11Q: 3 clusters Score -108318.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -108327.648438 Penalty: 687.301331
	Iteration 12Q: 3 clusters Score -108327.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108333.820312 Penalty: 687.301331
	Iteration 13Q: 3 clusters Score -108333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -108349.851562 Penalty: 687.301331
	Iteration 14Q: 3 clusters Score -108349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108357.843750 Penalty: 687.301331
	Iteration 15Q: 3 clusters Score -108357.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -108365.562500 Penalty: 687.301331
	Iteration 16Q: 3 clusters Score -108365.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -108370.460938 Penalty: 687.301331
	Iteration 17Q: 3 clusters Score -108370.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -108373.945312 Penalty: 687.301331
	Iteration 18Q: 3 clusters Score -108373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -108375.757812 Penalty: 687.301331
	Iteration 19Q: 3 clusters Score -108375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -108377.828125 Penalty: 687.301331
	Iteration 20F: 3 clusters Score -108377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -108379.914062 Penalty: 687.301331
	Iteration 21Q: 3 clusters Score -108379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108380.742188 Penalty: 687.301331
	Iteration 22Q: 3 clusters Score -108380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108382.257812 Penalty: 687.301331
	Iteration 23Q: 3 clusters Score -108382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -108383.640625 Penalty: 687.301331
	Iteration 24Q: 3 clusters Score -108383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -108384.929688 Penalty: 687.301331
	Iteration 25Q: 3 clusters Score -108384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -108385.289062 Penalty: 687.301331
	Iteration 26Q: 3 clusters Score -108385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -108385.546875 Penalty: 687.301331
	Iteration 27Q: 3 clusters Score -108385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108385.562500 Penalty: 687.301331
	Iteration 28Q: 3 clusters Score -108385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108385.562500 Penalty: 687.301331
	Iteration 29F: 3 clusters Score -108385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -143739.984375 Penalty: 356.948608
	Iteration 0F: 2 clusters Score -143740 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 1311 members 
Entering Unmasked Estep 
Score: -141970.078125 Penalty: 713.897217
	Iteration 0F: 3 clusters Score -141970.1 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -142620.453125 Penalty: 713.897217
	Iteration 1F: 3 clusters Score -142620.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -142731.593750 Penalty: 713.897217
	Iteration 2F: 3 clusters Score -142731.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -142830.359375 Penalty: 713.897217
	Iteration 3F: 3 clusters Score -142830.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -142900.875000 Penalty: 713.897217
	Iteration 4Q: 3 clusters Score -142900.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -142987.000000 Penalty: 713.897217
	Iteration 5Q: 3 clusters Score -142987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -143077.593750 Penalty: 713.897217
	Iteration 6F: 3 clusters Score -143077.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -143168.390625 Penalty: 713.897217
	Iteration 7F: 3 clusters Score -143168.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -143266.453125 Penalty: 713.897217
	Iteration 8Q: 3 clusters Score -143266.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -143336.687500 Penalty: 713.897217
	Iteration 9Q: 3 clusters Score -143336.7 nChanged 92
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: -143421.687500 Penalty: 713.897217
	Iteration 10Q: 3 clusters Score -143421.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -143491.343750 Penalty: 713.897217
	Iteration 11Q: 3 clusters Score -143491.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -143535.187500 Penalty: 713.897217
	Iteration 12Q: 3 clusters Score -143535.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -143563.140625 Penalty: 713.897217
	Iteration 13Q: 3 clusters Score -143563.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -143588.859375 Penalty: 713.897217
	Iteration 14Q: 3 clusters Score -143588.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143599.468750 Penalty: 713.897217
	Iteration 15Q: 3 clusters Score -143599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -143605.140625 Penalty: 713.897217
	Iteration 16Q: 3 clusters Score -143605.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -143609.484375 Penalty: 713.897217
	Iteration 17Q: 3 clusters Score -143609.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -143611.937500 Penalty: 713.897217
	Iteration 18Q: 3 clusters Score -143611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -143613.187500 Penalty: 713.897217
	Iteration 19Q: 3 clusters Score -143613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -143614.328125 Penalty: 713.897217
	Iteration 20F: 3 clusters Score -143614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -143615.578125 Penalty: 713.897217
	Iteration 21Q: 3 clusters Score -143615.6 nChanged 5
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: -143616.750000 Penalty: 713.897217
	Iteration 22Q: 3 clusters Score -143616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -143618.437500 Penalty: 713.897217
	Iteration 23Q: 3 clusters Score -143618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -143618.921875 Penalty: 713.897217
	Iteration 24Q: 3 clusters Score -143618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -143619.281250 Penalty: 713.897217
	Iteration 25Q: 3 clusters Score -143619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -143619.343750 Penalty: 713.897217
	Iteration 26Q: 3 clusters Score -143619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -143619.343750 Penalty: 713.897217
	Iteration 27F: 3 clusters Score -143619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -326185.187500 Penalty: 391.918518
	Iteration 0F: 2 clusters Score -326185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -322511.000000 Penalty: 783.837036
	Iteration 0F: 3 clusters Score -322511 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -323927.281250 Penalty: 783.837036
	Iteration 1F: 3 clusters Score -323927.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -324181.000000 Penalty: 783.837036
	Iteration 2F: 3 clusters Score -324181 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -324429.531250 Penalty: 783.837036
	Iteration 3F: 3 clusters Score -324429.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -324701.000000 Penalty: 783.837036
	Iteration 4F: 3 clusters Score -324701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -324990.343750 Penalty: 783.837036
	Iteration 5F: 3 clusters Score -324990.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -325276.437500 Penalty: 783.837036
	Iteration 6F: 3 clusters Score -325276.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325477.531250 Penalty: 783.837036
	Iteration 7Q: 3 clusters Score -325477.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -325576.500000 Penalty: 783.837036
	Iteration 8Q: 3 clusters Score -325576.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -325645.656250 Penalty: 783.837036
	Iteration 9Q: 3 clusters Score -325645.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -325678.218750 Penalty: 783.837036
	Iteration 10Q: 3 clusters Score -325678.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -325713.125000 Penalty: 783.837036
	Iteration 11Q: 3 clusters Score -325713.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -325744.906250 Penalty: 783.837036
	Iteration 12Q: 3 clusters Score -325744.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -325762.375000 Penalty: 783.837036
	Iteration 13Q: 3 clusters Score -325762.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -325769.218750 Penalty: 783.837036
	Iteration 14Q: 3 clusters Score -325769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -325775.062500 Penalty: 783.837036
	Iteration 15Q: 3 clusters Score -325775.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -325780.562500 Penalty: 783.837036
	Iteration 16Q: 3 clusters Score -325780.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -325786.468750 Penalty: 783.837036
	Iteration 17Q: 3 clusters Score -325786.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -325791.187500 Penalty: 783.837036
	Iteration 18Q: 3 clusters Score -325791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -325797.718750 Penalty: 783.837036
	Iteration 19Q: 3 clusters Score -325797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -325801.968750 Penalty: 783.837036
	Iteration 20F: 3 clusters Score -325802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -325804.500000 Penalty: 783.837036
	Iteration 21Q: 3 clusters Score -325804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -325805.000000 Penalty: 783.837036
	Iteration 22Q: 3 clusters Score -325805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -325805.843750 Penalty: 783.837036
	Iteration 23Q: 3 clusters Score -325805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -325805.781250 Penalty: 783.837036
	Iteration 24Q: 3 clusters Score -325805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -325806.468750 Penalty: 783.837036
	Iteration 25Q: 3 clusters Score -325806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -325806.531250 Penalty: 783.837036
	Iteration 26Q: 3 clusters Score -325806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -325806.125000 Penalty: 783.837036
	Iteration 27Q: 3 clusters Score -325806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -325806.750000 Penalty: 783.837036
	Iteration 28Q: 3 clusters Score -325806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -325806.562500 Penalty: 783.837036
	Iteration 29Q: 3 clusters Score -325806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -325806.562500 Penalty: 783.837036
	Iteration 30F: 3 clusters Score -325806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Entering Unmasked Estep 
Score: -2739078.500000 Penalty: 484.930969
	Iteration 0F: 2 clusters Score -2739078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2710476.750000 Penalty: 969.861938
	Iteration 0F: 3 clusters Score -2710477 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2722800.000000 Penalty: 969.861938
	Iteration 1F: 3 clusters Score -2722800 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2723710.750000 Penalty: 969.861938
	Iteration 2Q: 3 clusters Score -2723711 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -2725319.000000 Penalty: 969.861938
	Iteration 3F: 3 clusters Score -2725319 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -2727995.000000 Penalty: 969.861938
	Iteration 4F: 3 clusters Score -2727995 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -2731768.250000 Penalty: 969.861938
	Iteration 5F: 3 clusters Score -2731768 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -2735566.250000 Penalty: 969.861938
	Iteration 6F: 3 clusters Score -2735566 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -2737786.750000 Penalty: 969.861938
	Iteration 7F: 3 clusters Score -2737787 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -2738457.250000 Penalty: 969.861938
	Iteration 8Q: 3 clusters Score -2738457 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -2738589.500000 Penalty: 969.861938
	Iteration 9Q: 3 clusters Score -2738590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -2738647.250000 Penalty: 969.861938
	Iteration 10Q: 3 clusters Score -2738647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -2738660.000000 Penalty: 969.861938
	Iteration 11Q: 3 clusters Score -2738660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -2738663.000000 Penalty: 969.861938
	Iteration 12Q: 3 clusters Score -2738663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -2738663.000000 Penalty: 969.861938
	Iteration 13F: 3 clusters Score -2738663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Entering Unmasked Estep 
Score: -2877188.000000 Penalty: 486.262665
	Iteration 0F: 2 clusters Score -2877188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2850021.250000 Penalty: 972.525330
	Iteration 0F: 3 clusters Score -2850021 nChanged 21104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2863406.500000 Penalty: 972.525330
	Iteration 1F: 3 clusters Score -2863406 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2864577.250000 Penalty: 972.525330
	Iteration 2Q: 3 clusters Score -2864577 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2866268.750000 Penalty: 972.525330
	Iteration 3F: 3 clusters Score -2866269 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2868411.500000 Penalty: 972.525330
	Iteration 4F: 3 clusters Score -2868412 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2870594.750000 Penalty: 972.525330
	Iteration 5F: 3 clusters Score -2870595 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2872072.750000 Penalty: 972.525330
	Iteration 6F: 3 clusters Score -2872073 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2872637.500000 Penalty: 972.525330
	Iteration 7Q: 3 clusters Score -2872638 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2872890.500000 Penalty: 972.525330
	Iteration 8Q: 3 clusters Score -2872890 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2873086.250000 Penalty: 972.525330
	Iteration 9Q: 3 clusters Score -2873086 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2873277.250000 Penalty: 972.525330
	Iteration 10Q: 3 clusters Score -2873277 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2873455.000000 Penalty: 972.525330
	Iteration 11Q: 3 clusters Score -2873455 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2873639.500000 Penalty: 972.525330
	Iteration 12Q: 3 clusters Score -2873640 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2873817.500000 Penalty: 972.525330
	Iteration 13Q: 3 clusters Score -2873818 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2873977.750000 Penalty: 972.525330
	Iteration 14Q: 3 clusters Score -2873978 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2874158.250000 Penalty: 972.525330
	Iteration 15Q: 3 clusters Score -2874158 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2874342.250000 Penalty: 972.525330
	Iteration 16Q: 3 clusters Score -2874342 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2874483.000000 Penalty: 972.525330
	Iteration 17Q: 3 clusters Score -2874483 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2874625.000000 Penalty: 972.525330
	Iteration 18Q: 3 clusters Score -2874625 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2874748.250000 Penalty: 972.525330
	Iteration 19Q: 3 clusters Score -2874748 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2874850.000000 Penalty: 972.525330
	Iteration 20F: 3 clusters Score -2874850 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2874931.250000 Penalty: 972.525330
	Iteration 21Q: 3 clusters Score -2874931 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2874986.750000 Penalty: 972.525330
	Iteration 22Q: 3 clusters Score -2874987 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2875045.500000 Penalty: 972.525330
	Iteration 23Q: 3 clusters Score -2875046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2875106.750000 Penalty: 972.525330
	Iteration 24Q: 3 clusters Score -2875107 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2875151.000000 Penalty: 972.525330
	Iteration 25Q: 3 clusters Score -2875151 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2875178.250000 Penalty: 972.525330
	Iteration 26Q: 3 clusters Score -2875178 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2875212.250000 Penalty: 972.525330
	Iteration 27Q: 3 clusters Score -2875212 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2875243.750000 Penalty: 972.525330
	Iteration 28Q: 3 clusters Score -2875244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2875290.500000 Penalty: 972.525330
	Iteration 29Q: 3 clusters Score -2875290 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2875317.250000 Penalty: 972.525330
	Iteration 30Q: 3 clusters Score -2875317 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2875358.500000 Penalty: 972.525330
	Iteration 31Q: 3 clusters Score -2875358 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2875383.500000 Penalty: 972.525330
	Iteration 32Q: 3 clusters Score -2875384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2875419.000000 Penalty: 972.525330
	Iteration 33Q: 3 clusters Score -2875419 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2875486.000000 Penalty: 972.525330
	Iteration 34Q: 3 clusters Score -2875486 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2875539.750000 Penalty: 972.525330
	Iteration 35Q: 3 clusters Score -2875540 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2875579.500000 Penalty: 972.525330
	Iteration 36Q: 3 clusters Score -2875580 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2875623.250000 Penalty: 972.525330
	Iteration 37Q: 3 clusters Score -2875623 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2875683.250000 Penalty: 972.525330
	Iteration 38Q: 3 clusters Score -2875683 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2875740.750000 Penalty: 972.525330
	Iteration 39Q: 3 clusters Score -2875741 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2875803.500000 Penalty: 972.525330
	Iteration 40F: 3 clusters Score -2875804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2875887.250000 Penalty: 972.525330
	Iteration 41Q: 3 clusters Score -2875887 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2875958.500000 Penalty: 972.525330
	Iteration 42Q: 3 clusters Score -2875958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2876022.000000 Penalty: 972.525330
	Iteration 43Q: 3 clusters Score -2876022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2876078.750000 Penalty: 972.525330
	Iteration 44Q: 3 clusters Score -2876079 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2876144.000000 Penalty: 972.525330
	Iteration 45Q: 3 clusters Score -2876144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2876211.500000 Penalty: 972.525330
	Iteration 46Q: 3 clusters Score -2876212 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2876296.250000 Penalty: 972.525330
	Iteration 47Q: 3 clusters Score -2876296 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2876346.500000 Penalty: 972.525330
	Iteration 48Q: 3 clusters Score -2876346 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2876381.500000 Penalty: 972.525330
	Iteration 49Q: 3 clusters Score -2876382 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2876440.500000 Penalty: 972.525330
	Iteration 50Q: 3 clusters Score -2876440 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2876496.750000 Penalty: 972.525330
	Iteration 51Q: 3 clusters Score -2876497 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2876572.000000 Penalty: 972.525330
	Iteration 52Q: 3 clusters Score -2876572 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2876634.000000 Penalty: 972.525330
	Iteration 53Q: 3 clusters Score -2876634 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2876686.750000 Penalty: 972.525330
	Iteration 54Q: 3 clusters Score -2876687 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2876718.750000 Penalty: 972.525330
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Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 4651 members 
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Mstep: Class 1 contains 39692 members 
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Mstep: Class 1 contains 39942 members 
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Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 3615 members 
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	Iteration 60F: 3 clusters Score -2876787 nChanged 207
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Mstep: Class 1 contains 40379 members 
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Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2876781 nChanged 172
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Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2876766 nChanged 170
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Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 2742 members 
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	Iteration 65Q: 3 clusters Score -2876760 nChanged 146
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Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 2606 members 
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	Iteration 66Q: 3 clusters Score -2876765 nChanged 125
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Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2876772 nChanged 115
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Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2876762 nChanged 111
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Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2876764 nChanged 102
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Mstep: Class 1 contains 41606 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2876778 nChanged 98
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Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2876764 nChanged 97
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Mstep: Class 1 contains 41783 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2876803 nChanged 88
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Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2876825 nChanged 78
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Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2876838 nChanged 79
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Mstep: Class 1 contains 42323 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2876880 nChanged 81
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Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2876914 nChanged 64
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Mstep: Class 1 contains 42673 members 
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	Iteration 86Q: 3 clusters Score -2876906 nChanged 33
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Mstep: Class 1 contains 42704 members 
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	Iteration 87Q: 3 clusters Score -2876908 nChanged 37
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Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2876901 nChanged 32
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Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2876897 nChanged 21
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Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2876897 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2876884 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2876890 nChanged 18
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Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2876894 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2876893 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2876899 nChanged 8
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Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2876898 nChanged 5
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Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2876904 nChanged 10
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Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2876908 nChanged 5
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Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2876910 nChanged 2
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Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2876906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2876906 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2876904 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2876904 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2876903 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2876906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2876908 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2876905 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2876906 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2876904 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42900 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2876907 nChanged 4
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Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2876909 nChanged 4
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Mstep: Class 1 contains 42906 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2876907 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2876909 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2876910 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2876906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2876907 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2876907 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2876903 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2876903 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2876904.500000 Penalty: 972.525330
	Iteration 120F: 3 clusters Score -2876904 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2876907 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2876909 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2876908 nChanged 4
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Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2876908 nChanged 4
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Mstep: Class 1 contains 42942 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2876902 nChanged 3
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2876902 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42949 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2876896 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2876892 nChanged 2
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Mstep: Class 1 contains 42957 members 
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	Iteration 129Q: 3 clusters Score -2876893 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2876892 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2876893 nChanged 2
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Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2876892 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2876893 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42974 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2876891 nChanged 2
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Mstep: Class 1 contains 42976 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2876890 nChanged 1
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	Iteration 136Q: 3 clusters Score -2876890 nChanged 0
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	Iteration 137F: 3 clusters Score -2876890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -2729656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21167 members 
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	Iteration 1F: 3 clusters Score -2714910 nChanged 1659
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Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 19554 members 
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	Iteration 2Q: 3 clusters Score -2715387 nChanged 1860
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Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2716016 nChanged 1990
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Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2716682 nChanged 2076
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2717457 nChanged 2158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2718346 nChanged 2216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2719447 nChanged 2310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2720764 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2722391.750000 Penalty: 967.102783
	Iteration 9F: 3 clusters Score -2722392 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2724474.250000 Penalty: 967.102783
	Iteration 10F: 3 clusters Score -2724474 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2726417.750000 Penalty: 967.102783
	Iteration 11F: 3 clusters Score -2726418 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2727811.750000 Penalty: 967.102783
	Iteration 12Q: 3 clusters Score -2727812 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2728442.500000 Penalty: 967.102783
	Iteration 13Q: 3 clusters Score -2728442 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2728795.250000 Penalty: 967.102783
	Iteration 14Q: 3 clusters Score -2728795 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2729014.250000 Penalty: 967.102783
	Iteration 15Q: 3 clusters Score -2729014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2729138.750000 Penalty: 967.102783
	Iteration 16Q: 3 clusters Score -2729139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2729206.500000 Penalty: 967.102783
	Iteration 17Q: 3 clusters Score -2729206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2729222.750000 Penalty: 967.102783
	Iteration 18Q: 3 clusters Score -2729223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2729236.250000 Penalty: 967.102783
	Iteration 19Q: 3 clusters Score -2729236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2729243.000000 Penalty: 967.102783
	Iteration 20F: 3 clusters Score -2729243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2729246.500000 Penalty: 967.102783
	Iteration 21Q: 3 clusters Score -2729246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2729245.750000 Penalty: 967.102783
	Iteration 22Q: 3 clusters Score -2729246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2729255.000000 Penalty: 967.102783
	Iteration 23Q: 3 clusters Score -2729255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2729248.500000 Penalty: 967.102783
	Iteration 24Q: 3 clusters Score -2729248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2729249.000000 Penalty: 967.102783
	Iteration 25Q: 3 clusters Score -2729249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2729247.500000 Penalty: 967.102783
	Iteration 26Q: 3 clusters Score -2729248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2729245.750000 Penalty: 967.102783
	Iteration 27Q: 3 clusters Score -2729246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2729245.000000 Penalty: 967.102783
	Iteration 28Q: 3 clusters Score -2729245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2729252.500000 Penalty: 967.102783
	Iteration 29Q: 3 clusters Score -2729252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2729253.000000 Penalty: 967.102783
	Iteration 30Q: 3 clusters Score -2729253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2729260.000000 Penalty: 967.102783
	Iteration 31Q: 3 clusters Score -2729260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2729267.250000 Penalty: 967.102783
	Iteration 32Q: 3 clusters Score -2729267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2729263.750000 Penalty: 967.102783
	Iteration 33Q: 3 clusters Score -2729264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2729275.750000 Penalty: 967.102783
	Iteration 34Q: 3 clusters Score -2729276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2729279.000000 Penalty: 967.102783
	Iteration 35Q: 3 clusters Score -2729279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2729276.500000 Penalty: 967.102783
	Iteration 36Q: 3 clusters Score -2729276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2729278.500000 Penalty: 967.102783
	Iteration 37Q: 3 clusters Score -2729278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2729282.750000 Penalty: 967.102783
	Iteration 38Q: 3 clusters Score -2729283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2729284.750000 Penalty: 967.102783
	Iteration 39Q: 3 clusters Score -2729285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2729280.500000 Penalty: 967.102783
	Iteration 40F: 3 clusters Score -2729280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2729282.750000 Penalty: 967.102783
	Iteration 41Q: 3 clusters Score -2729283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2729286.500000 Penalty: 967.102783
	Iteration 42Q: 3 clusters Score -2729286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2729284.250000 Penalty: 967.102783
	Iteration 43Q: 3 clusters Score -2729284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2729284.000000 Penalty: 967.102783
	Iteration 44Q: 3 clusters Score -2729284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2729284.000000 Penalty: 967.102783
	Iteration 45F: 3 clusters Score -2729284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -305881.781250 Penalty: 388.164886
	Iteration 0F: 2 clusters Score -305881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -302442.187500 Penalty: 776.329773
	Iteration 0F: 3 clusters Score -302442.2 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -303914.562500 Penalty: 776.329773
	Iteration 1F: 3 clusters Score -303914.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -304285.406250 Penalty: 776.329773
	Iteration 2F: 3 clusters Score -304285.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -304646.812500 Penalty: 776.329773
	Iteration 3F: 3 clusters Score -304646.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -304972.656250 Penalty: 776.329773
	Iteration 4F: 3 clusters Score -304972.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -305205.875000 Penalty: 776.329773
	Iteration 5F: 3 clusters Score -305205.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -305365.843750 Penalty: 776.329773
	Iteration 6Q: 3 clusters Score -305365.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -305461.000000 Penalty: 776.329773
	Iteration 7Q: 3 clusters Score -305461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305503.000000 Penalty: 776.329773
	Iteration 8Q: 3 clusters Score -305503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -305520.687500 Penalty: 776.329773
	Iteration 9Q: 3 clusters Score -305520.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -305534.687500 Penalty: 776.329773
	Iteration 10Q: 3 clusters Score -305534.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -305539.593750 Penalty: 776.329773
	Iteration 11Q: 3 clusters Score -305539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -305541.468750 Penalty: 776.329773
	Iteration 12Q: 3 clusters Score -305541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -305542.093750 Penalty: 776.329773
	Iteration 13Q: 3 clusters Score -305542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -305542.125000 Penalty: 776.329773
	Iteration 14Q: 3 clusters Score -305542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -305542.031250 Penalty: 776.329773
	Iteration 15Q: 3 clusters Score -305542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -305542.656250 Penalty: 776.329773
	Iteration 16Q: 3 clusters Score -305542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -305542.656250 Penalty: 776.329773
	Iteration 17F: 3 clusters Score -305542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -435313.281250 Penalty: 399.399811
	Iteration 0F: 2 clusters Score -435313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -430921.468750 Penalty: 798.799622
	Iteration 0F: 3 clusters Score -430921.5 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -432594.812500 Penalty: 798.799622
	Iteration 1F: 3 clusters Score -432594.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -432705.406250 Penalty: 798.799622
	Iteration 2Q: 3 clusters Score -432705.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -432830.656250 Penalty: 798.799622
	Iteration 3Q: 3 clusters Score -432830.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -432973.718750 Penalty: 798.799622
	Iteration 4Q: 3 clusters Score -432973.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -433146.156250 Penalty: 798.799622
	Iteration 5Q: 3 clusters Score -433146.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -433362.406250 Penalty: 798.799622
	Iteration 6F: 3 clusters Score -433362.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -433630.062500 Penalty: 798.799622
	Iteration 7F: 3 clusters Score -433630.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -433880.656250 Penalty: 798.799622
	Iteration 8F: 3 clusters Score -433880.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -434073.281250 Penalty: 798.799622
	Iteration 9Q: 3 clusters Score -434073.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -434194.093750 Penalty: 798.799622
	Iteration 10Q: 3 clusters Score -434194.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -434272.406250 Penalty: 798.799622
	Iteration 11Q: 3 clusters Score -434272.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -434325.156250 Penalty: 798.799622
	Iteration 12Q: 3 clusters Score -434325.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -434364.937500 Penalty: 798.799622
	Iteration 13Q: 3 clusters Score -434364.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -434413.843750 Penalty: 798.799622
	Iteration 14Q: 3 clusters Score -434413.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -434456.687500 Penalty: 798.799622
	Iteration 15Q: 3 clusters Score -434456.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -434489.625000 Penalty: 798.799622
	Iteration 16Q: 3 clusters Score -434489.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -434511.250000 Penalty: 798.799622
	Iteration 17Q: 3 clusters Score -434511.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -434533.687500 Penalty: 798.799622
	Iteration 18Q: 3 clusters Score -434533.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -434553.687500 Penalty: 798.799622
	Iteration 19Q: 3 clusters Score -434553.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -434577.468750 Penalty: 798.799622
	Iteration 20F: 3 clusters Score -434577.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -434601.093750 Penalty: 798.799622
	Iteration 21Q: 3 clusters Score -434601.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -434618.218750 Penalty: 798.799622
	Iteration 22Q: 3 clusters Score -434618.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -434635.500000 Penalty: 798.799622
	Iteration 23Q: 3 clusters Score -434635.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -434652.375000 Penalty: 798.799622
	Iteration 24Q: 3 clusters Score -434652.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -434662.937500 Penalty: 798.799622
	Iteration 25Q: 3 clusters Score -434662.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -434670.562500 Penalty: 798.799622
	Iteration 26Q: 3 clusters Score -434670.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -434681.312500 Penalty: 798.799622
	Iteration 27Q: 3 clusters Score -434681.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -434694.156250 Penalty: 798.799622
	Iteration 28Q: 3 clusters Score -434694.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -434701.250000 Penalty: 798.799622
	Iteration 29Q: 3 clusters Score -434701.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -434711.093750 Penalty: 798.799622
	Iteration 30Q: 3 clusters Score -434711.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -434716.000000 Penalty: 798.799622
	Iteration 31Q: 3 clusters Score -434716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -434722.531250 Penalty: 798.799622
	Iteration 32Q: 3 clusters Score -434722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -434725.187500 Penalty: 798.799622
	Iteration 33Q: 3 clusters Score -434725.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -434729.625000 Penalty: 798.799622
	Iteration 34Q: 3 clusters Score -434729.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -434733.375000 Penalty: 798.799622
	Iteration 35Q: 3 clusters Score -434733.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -434740.812500 Penalty: 798.799622
	Iteration 36Q: 3 clusters Score -434740.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -434748.156250 Penalty: 798.799622
	Iteration 37Q: 3 clusters Score -434748.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -434758.031250 Penalty: 798.799622
	Iteration 38Q: 3 clusters Score -434758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -434767.218750 Penalty: 798.799622
	Iteration 39Q: 3 clusters Score -434767.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -434772.937500 Penalty: 798.799622
	Iteration 40F: 3 clusters Score -434772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -434782.625000 Penalty: 798.799622
	Iteration 41Q: 3 clusters Score -434782.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -434790.718750 Penalty: 798.799622
	Iteration 42Q: 3 clusters Score -434790.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -434797.093750 Penalty: 798.799622
	Iteration 43Q: 3 clusters Score -434797.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -434805.968750 Penalty: 798.799622
	Iteration 44Q: 3 clusters Score -434806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -434812.812500 Penalty: 798.799622
	Iteration 45Q: 3 clusters Score -434812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -434822.312500 Penalty: 798.799622
	Iteration 46Q: 3 clusters Score -434822.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -434835.062500 Penalty: 798.799622
	Iteration 47Q: 3 clusters Score -434835.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -434845.187500 Penalty: 798.799622
	Iteration 48Q: 3 clusters Score -434845.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -434854.937500 Penalty: 798.799622
	Iteration 49Q: 3 clusters Score -434854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -434864.156250 Penalty: 798.799622
	Iteration 50Q: 3 clusters Score -434864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -434869.468750 Penalty: 798.799622
	Iteration 51Q: 3 clusters Score -434869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -434873.812500 Penalty: 798.799622
	Iteration 52Q: 3 clusters Score -434873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -434878.281250 Penalty: 798.799622
	Iteration 53Q: 3 clusters Score -434878.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -434882.437500 Penalty: 798.799622
	Iteration 54Q: 3 clusters Score -434882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -434885.062500 Penalty: 798.799622
	Iteration 55Q: 3 clusters Score -434885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -434887.437500 Penalty: 798.799622
	Iteration 56Q: 3 clusters Score -434887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -434890.375000 Penalty: 798.799622
	Iteration 57Q: 3 clusters Score -434890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -434894.406250 Penalty: 798.799622
	Iteration 58Q: 3 clusters Score -434894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -434897.718750 Penalty: 798.799622
	Iteration 59Q: 3 clusters Score -434897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -434900.343750 Penalty: 798.799622
	Iteration 60F: 3 clusters Score -434900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -434903.531250 Penalty: 798.799622
	Iteration 61Q: 3 clusters Score -434903.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -434906.500000 Penalty: 798.799622
	Iteration 62Q: 3 clusters Score -434906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -434909.343750 Penalty: 798.799622
	Iteration 63Q: 3 clusters Score -434909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -434909.781250 Penalty: 798.799622
	Iteration 64Q: 3 clusters Score -434909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -434910.875000 Penalty: 798.799622
	Iteration 65Q: 3 clusters Score -434910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -434911.937500 Penalty: 798.799622
	Iteration 66Q: 3 clusters Score -434911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -434912.187500 Penalty: 798.799622
	Iteration 67Q: 3 clusters Score -434912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -434913.718750 Penalty: 798.799622
	Iteration 68Q: 3 clusters Score -434913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -434914.343750 Penalty: 798.799622
	Iteration 69Q: 3 clusters Score -434914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -434913.718750 Penalty: 798.799622
	Iteration 70Q: 3 clusters Score -434913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -434913.625000 Penalty: 798.799622
	Iteration 71Q: 3 clusters Score -434913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -434914.656250 Penalty: 798.799622
	Iteration 72Q: 3 clusters Score -434914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -434915.875000 Penalty: 798.799622
	Iteration 73Q: 3 clusters Score -434915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -434918.000000 Penalty: 798.799622
	Iteration 74Q: 3 clusters Score -434918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -434918.281250 Penalty: 798.799622
	Iteration 75Q: 3 clusters Score -434918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -434919.500000 Penalty: 798.799622
	Iteration 76Q: 3 clusters Score -434919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -434919.000000 Penalty: 798.799622
	Iteration 77Q: 3 clusters Score -434919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -434919.062500 Penalty: 798.799622
	Iteration 78Q: 3 clusters Score -434919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -434919.375000 Penalty: 798.799622
	Iteration 79Q: 3 clusters Score -434919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -434919.375000 Penalty: 798.799622
	Iteration 80F: 3 clusters Score -434919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Entering Unmasked Estep 
Score: -1816705.250000 Penalty: 465.565826
	Iteration 0F: 2 clusters Score -1816705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1798332.500000 Penalty: 931.131653
	Iteration 0F: 3 clusters Score -1798332 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1806676.500000 Penalty: 931.131653
	Iteration 1F: 3 clusters Score -1806676 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1807772.750000 Penalty: 931.131653
	Iteration 2F: 3 clusters Score -1807773 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1809381.125000 Penalty: 931.131653
	Iteration 3F: 3 clusters Score -1809381 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1811255.125000 Penalty: 931.131653
	Iteration 4F: 3 clusters Score -1811255 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1812989.750000 Penalty: 931.131653
	Iteration 5F: 3 clusters Score -1812990 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -1814336.625000 Penalty: 931.131653
	Iteration 6F: 3 clusters Score -1814337 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -1815183.500000 Penalty: 931.131653
	Iteration 7Q: 3 clusters Score -1815184 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -1815700.625000 Penalty: 931.131653
	Iteration 8Q: 3 clusters Score -1815701 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -1815960.000000 Penalty: 931.131653
	Iteration 9Q: 3 clusters Score -1815960 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -1816111.750000 Penalty: 931.131653
	Iteration 10Q: 3 clusters Score -1816112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -1816190.500000 Penalty: 931.131653
	Iteration 11Q: 3 clusters Score -1816190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -1816231.250000 Penalty: 931.131653
	Iteration 12Q: 3 clusters Score -1816231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -1816253.750000 Penalty: 931.131653
	Iteration 13Q: 3 clusters Score -1816254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -1816264.250000 Penalty: 931.131653
	Iteration 14Q: 3 clusters Score -1816264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -1816283.625000 Penalty: 931.131653
	Iteration 15Q: 3 clusters Score -1816284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -1816293.125000 Penalty: 931.131653
	Iteration 16Q: 3 clusters Score -1816293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -1816300.625000 Penalty: 931.131653
	Iteration 17Q: 3 clusters Score -1816301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -1816310.000000 Penalty: 931.131653
	Iteration 18Q: 3 clusters Score -1816310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -1816310.875000 Penalty: 931.131653
	Iteration 19Q: 3 clusters Score -1816311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -1816315.000000 Penalty: 931.131653
	Iteration 20F: 3 clusters Score -1816315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -1816319.500000 Penalty: 931.131653
	Iteration 21Q: 3 clusters Score -1816320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -1816321.125000 Penalty: 931.131653
	Iteration 22Q: 3 clusters Score -1816321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -1816321.125000 Penalty: 931.131653
	Iteration 23F: 3 clusters Score -1816321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -98618.773438 Penalty: 341.349487
	Iteration 0F: 2 clusters Score -98618.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -97283.234375 Penalty: 682.698975
	Iteration 0F: 3 clusters Score -97283.23 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97796.203125 Penalty: 682.698975
	Iteration 1F: 3 clusters Score -97796.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97957.632812 Penalty: 682.698975
	Iteration 2F: 3 clusters Score -97957.63 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -98100.007812 Penalty: 682.698975
	Iteration 3F: 3 clusters Score -98100.01 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98201.601562 Penalty: 682.698975
	Iteration 4F: 3 clusters Score -98201.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98274.171875 Penalty: 682.698975
	Iteration 5F: 3 clusters Score -98274.17 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98332.906250 Penalty: 682.698975
	Iteration 6Q: 3 clusters Score -98332.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98380.382812 Penalty: 682.698975
	Iteration 7Q: 3 clusters Score -98380.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98416.359375 Penalty: 682.698975
	Iteration 8Q: 3 clusters Score -98416.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98448.453125 Penalty: 682.698975
	Iteration 9Q: 3 clusters Score -98448.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98476.742188 Penalty: 682.698975
	Iteration 10Q: 3 clusters Score -98476.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98495.484375 Penalty: 682.698975
	Iteration 11Q: 3 clusters Score -98495.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98511.460938 Penalty: 682.698975
	Iteration 12Q: 3 clusters Score -98511.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98519.726562 Penalty: 682.698975
	Iteration 13Q: 3 clusters Score -98519.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98527.406250 Penalty: 682.698975
	Iteration 14Q: 3 clusters Score -98527.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -98534.632812 Penalty: 682.698975
	Iteration 15Q: 3 clusters Score -98534.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -98538.210938 Penalty: 682.698975
	Iteration 16Q: 3 clusters Score -98538.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -98542.023438 Penalty: 682.698975
	Iteration 17Q: 3 clusters Score -98542.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -98545.515625 Penalty: 682.698975
	Iteration 18Q: 3 clusters Score -98545.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98549.117188 Penalty: 682.698975
	Iteration 19Q: 3 clusters Score -98549.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -98550.531250 Penalty: 682.698975
	Iteration 20F: 3 clusters Score -98550.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -98551.937500 Penalty: 682.698975
	Iteration 21Q: 3 clusters Score -98551.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -98553.367188 Penalty: 682.698975
	Iteration 22Q: 3 clusters Score -98553.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -98554.125000 Penalty: 682.698975
	Iteration 23Q: 3 clusters Score -98554.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -98554.539062 Penalty: 682.698975
	Iteration 24Q: 3 clusters Score -98554.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -98555.367188 Penalty: 682.698975
	Iteration 25Q: 3 clusters Score -98555.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -98555.367188 Penalty: 682.698975
	Iteration 26F: 3 clusters Score -98555.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -263848.531250 Penalty: 378.079102
	Iteration 0F: 2 clusters Score -263848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -261085.437500 Penalty: 756.158203
	Iteration 0F: 3 clusters Score -261085.4 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -262109.687500 Penalty: 756.158203
	Iteration 1F: 3 clusters Score -262109.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -262259.843750 Penalty: 756.158203
	Iteration 2F: 3 clusters Score -262259.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -262424.812500 Penalty: 756.158203
	Iteration 3F: 3 clusters Score -262424.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -262605.156250 Penalty: 756.158203
	Iteration 4F: 3 clusters Score -262605.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -262842.812500 Penalty: 756.158203
	Iteration 5F: 3 clusters Score -262842.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -263081.125000 Penalty: 756.158203
	Iteration 6F: 3 clusters Score -263081.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -263248.750000 Penalty: 756.158203
	Iteration 7F: 3 clusters Score -263248.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -263324.531250 Penalty: 756.158203
	Iteration 8Q: 3 clusters Score -263324.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -263349.437500 Penalty: 756.158203
	Iteration 9Q: 3 clusters Score -263349.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -263361.750000 Penalty: 756.158203
	Iteration 10Q: 3 clusters Score -263361.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -263373.968750 Penalty: 756.158203
	Iteration 11Q: 3 clusters Score -263374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -263384.312500 Penalty: 756.158203
	Iteration 12Q: 3 clusters Score -263384.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -263391.843750 Penalty: 756.158203
	Iteration 13Q: 3 clusters Score -263391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -263398.062500 Penalty: 756.158203
	Iteration 14Q: 3 clusters Score -263398.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -263402.281250 Penalty: 756.158203
	Iteration 15Q: 3 clusters Score -263402.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -263407.593750 Penalty: 756.158203
	Iteration 16Q: 3 clusters Score -263407.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -263410.906250 Penalty: 756.158203
	Iteration 17Q: 3 clusters Score -263410.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -263415.875000 Penalty: 756.158203
	Iteration 18Q: 3 clusters Score -263415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -263419.406250 Penalty: 756.158203
	Iteration 19Q: 3 clusters Score -263419.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -263424.406250 Penalty: 756.158203
	Iteration 20F: 3 clusters Score -263424.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -263430.781250 Penalty: 756.158203
	Iteration 21Q: 3 clusters Score -263430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -263435.625000 Penalty: 756.158203
	Iteration 22Q: 3 clusters Score -263435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -263439.031250 Penalty: 756.158203
	Iteration 23Q: 3 clusters Score -263439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -263442.968750 Penalty: 756.158203
	Iteration 24Q: 3 clusters Score -263443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -263447.250000 Penalty: 756.158203
	Iteration 25Q: 3 clusters Score -263447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -263451.156250 Penalty: 756.158203
	Iteration 26Q: 3 clusters Score -263451.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -263454.125000 Penalty: 756.158203
	Iteration 27Q: 3 clusters Score -263454.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -263457.218750 Penalty: 756.158203
	Iteration 28Q: 3 clusters Score -263457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -263462.468750 Penalty: 756.158203
	Iteration 29Q: 3 clusters Score -263462.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -263469.156250 Penalty: 756.158203
	Iteration 30Q: 3 clusters Score -263469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -263473.562500 Penalty: 756.158203
	Iteration 31Q: 3 clusters Score -263473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -263477.937500 Penalty: 756.158203
	Iteration 32Q: 3 clusters Score -263477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -263482.875000 Penalty: 756.158203
	Iteration 33Q: 3 clusters Score -263482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -263486.875000 Penalty: 756.158203
	Iteration 34Q: 3 clusters Score -263486.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -263498.750000 Penalty: 756.158203
	Iteration 35Q: 3 clusters Score -263498.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -263504.687500 Penalty: 756.158203
	Iteration 36Q: 3 clusters Score -263504.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -263510.593750 Penalty: 756.158203
	Iteration 37Q: 3 clusters Score -263510.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -263516.468750 Penalty: 756.158203
	Iteration 38Q: 3 clusters Score -263516.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -263520.812500 Penalty: 756.158203
	Iteration 39Q: 3 clusters Score -263520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -263522.343750 Penalty: 756.158203
	Iteration 40F: 3 clusters Score -263522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -263524.531250 Penalty: 756.158203
	Iteration 41Q: 3 clusters Score -263524.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -263527.312500 Penalty: 756.158203
	Iteration 42Q: 3 clusters Score -263527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -263528.125000 Penalty: 756.158203
	Iteration 43Q: 3 clusters Score -263528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -263529.750000 Penalty: 756.158203
	Iteration 44Q: 3 clusters Score -263529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -263531.093750 Penalty: 756.158203
	Iteration 45Q: 3 clusters Score -263531.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -263531.468750 Penalty: 756.158203
	Iteration 46Q: 3 clusters Score -263531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -263531.750000 Penalty: 756.158203
	Iteration 47Q: 3 clusters Score -263531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -263531.937500 Penalty: 756.158203
	Iteration 48Q: 3 clusters Score -263531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -263532.625000 Penalty: 756.158203
	Iteration 49Q: 3 clusters Score -263532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -263532.312500 Penalty: 756.158203
	Iteration 50Q: 3 clusters Score -263532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -263532.312500 Penalty: 756.158203
	Iteration 51Q: 3 clusters Score -263532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -263532.312500 Penalty: 756.158203
	Iteration 52F: 3 clusters Score -263532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -117539.070312 Penalty: 339.998779
	Iteration 0F: 2 clusters Score -117539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -116261.000000 Penalty: 679.997559
	Iteration 0F: 3 clusters Score -116261 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -116746.007812 Penalty: 679.997559
	Iteration 1F: 3 clusters Score -116746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -116837.445312 Penalty: 679.997559
	Iteration 2F: 3 clusters Score -116837.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -116898.664062 Penalty: 679.997559
	Iteration 3F: 3 clusters Score -116898.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -116948.968750 Penalty: 679.997559
	Iteration 4Q: 3 clusters Score -116949 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116987.976562 Penalty: 679.997559
	Iteration 5Q: 3 clusters Score -116988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -117019.851562 Penalty: 679.997559
	Iteration 6Q: 3 clusters Score -117019.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117047.382812 Penalty: 679.997559
	Iteration 7Q: 3 clusters Score -117047.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117069.921875 Penalty: 679.997559
	Iteration 8Q: 3 clusters Score -117069.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -117083.523438 Penalty: 679.997559
	Iteration 9Q: 3 clusters Score -117083.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -117091.367188 Penalty: 679.997559
	Iteration 10Q: 3 clusters Score -117091.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -117097.468750 Penalty: 679.997559
	Iteration 11Q: 3 clusters Score -117097.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -117104.476562 Penalty: 679.997559
	Iteration 12Q: 3 clusters Score -117104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -117109.093750 Penalty: 679.997559
	Iteration 13Q: 3 clusters Score -117109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -117111.945312 Penalty: 679.997559
	Iteration 14Q: 3 clusters Score -117111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -117113.039062 Penalty: 679.997559
	Iteration 15Q: 3 clusters Score -117113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -117114.125000 Penalty: 679.997559
	Iteration 16Q: 3 clusters Score -117114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -117116.070312 Penalty: 679.997559
	Iteration 17Q: 3 clusters Score -117116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -117117.296875 Penalty: 679.997559
	Iteration 18Q: 3 clusters Score -117117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -117118.226562 Penalty: 679.997559
	Iteration 19Q: 3 clusters Score -117118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -117118.742188 Penalty: 679.997559
	Iteration 20F: 3 clusters Score -117118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -117119.343750 Penalty: 679.997559
	Iteration 21Q: 3 clusters Score -117119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117119.679688 Penalty: 679.997559
	Iteration 22Q: 3 clusters Score -117119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -117120.734375 Penalty: 679.997559
	Iteration 23Q: 3 clusters Score -117120.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -117121.851562 Penalty: 679.997559
	Iteration 24Q: 3 clusters Score -117121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -117123.132812 Penalty: 679.997559
	Iteration 25Q: 3 clusters Score -117123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117125.039062 Penalty: 679.997559
	Iteration 26Q: 3 clusters Score -117125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117127.023438 Penalty: 679.997559
	Iteration 27Q: 3 clusters Score -117127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117128.179688 Penalty: 679.997559
	Iteration 28Q: 3 clusters Score -117128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117129.070312 Penalty: 679.997559
	Iteration 29Q: 3 clusters Score -117129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -117131.773438 Penalty: 679.997559
	Iteration 30Q: 3 clusters Score -117131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117133.734375 Penalty: 679.997559
	Iteration 31Q: 3 clusters Score -117133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117133.898438 Penalty: 679.997559
	Iteration 32Q: 3 clusters Score -117133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117134.507812 Penalty: 679.997559
	Iteration 33Q: 3 clusters Score -117134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117134.937500 Penalty: 679.997559
	Iteration 34Q: 3 clusters Score -117134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -117135.726562 Penalty: 679.997559
	Iteration 35Q: 3 clusters Score -117135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117136.468750 Penalty: 679.997559
	Iteration 36Q: 3 clusters Score -117136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117137.828125 Penalty: 679.997559
	Iteration 37Q: 3 clusters Score -117137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117138.031250 Penalty: 679.997559
	Iteration 38Q: 3 clusters Score -117138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -117138.539062 Penalty: 679.997559
	Iteration 39Q: 3 clusters Score -117138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -117138.828125 Penalty: 679.997559
	Iteration 40F: 3 clusters Score -117138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -117139.304688 Penalty: 679.997559
	Iteration 41Q: 3 clusters Score -117139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117139.460938 Penalty: 679.997559
	Iteration 42Q: 3 clusters Score -117139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117139.460938 Penalty: 679.997559
	Iteration 43F: 3 clusters Score -117139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -344384.812500 Penalty: 394.049438
	Iteration 0F: 2 clusters Score -344384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -340569.062500 Penalty: 788.098877
	Iteration 0F: 3 clusters Score -340569.1 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -342356.875000 Penalty: 788.098877
	Iteration 1F: 3 clusters Score -342356.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -342633.750000 Penalty: 788.098877
	Iteration 2F: 3 clusters Score -342633.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -342926.718750 Penalty: 788.098877
	Iteration 3F: 3 clusters Score -342926.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -343258.968750 Penalty: 788.098877
	Iteration 4F: 3 clusters Score -343259 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -343533.343750 Penalty: 788.098877
	Iteration 5F: 3 clusters Score -343533.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -343719.937500 Penalty: 788.098877
	Iteration 6F: 3 clusters Score -343719.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -343843.937500 Penalty: 788.098877
	Iteration 7Q: 3 clusters Score -343843.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -343918.812500 Penalty: 788.098877
	Iteration 8Q: 3 clusters Score -343918.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -343983.687500 Penalty: 788.098877
	Iteration 9Q: 3 clusters Score -343983.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -344046.500000 Penalty: 788.098877
	Iteration 10Q: 3 clusters Score -344046.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -344104.281250 Penalty: 788.098877
	Iteration 11Q: 3 clusters Score -344104.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -344159.406250 Penalty: 788.098877
	Iteration 12Q: 3 clusters Score -344159.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -344203.281250 Penalty: 788.098877
	Iteration 13Q: 3 clusters Score -344203.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -344255.093750 Penalty: 788.098877
	Iteration 14Q: 3 clusters Score -344255.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -344300.125000 Penalty: 788.098877
	Iteration 15Q: 3 clusters Score -344300.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -344322.750000 Penalty: 788.098877
	Iteration 16Q: 3 clusters Score -344322.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -344338.062500 Penalty: 788.098877
	Iteration 17Q: 3 clusters Score -344338.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -344351.093750 Penalty: 788.098877
	Iteration 18Q: 3 clusters Score -344351.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -344359.875000 Penalty: 788.098877
	Iteration 19Q: 3 clusters Score -344359.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -344366.531250 Penalty: 788.098877
	Iteration 20F: 3 clusters Score -344366.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -344372.437500 Penalty: 788.098877
	Iteration 21Q: 3 clusters Score -344372.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -344375.937500 Penalty: 788.098877
	Iteration 22Q: 3 clusters Score -344375.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -344377.968750 Penalty: 788.098877
	Iteration 23Q: 3 clusters Score -344378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -344379.187500 Penalty: 788.098877
	Iteration 24Q: 3 clusters Score -344379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -344380.062500 Penalty: 788.098877
	Iteration 25Q: 3 clusters Score -344380.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -344381.687500 Penalty: 788.098877
	Iteration 26Q: 3 clusters Score -344381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -344382.593750 Penalty: 788.098877
	Iteration 27Q: 3 clusters Score -344382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -344382.625000 Penalty: 788.098877
	Iteration 28Q: 3 clusters Score -344382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -344383.031250 Penalty: 788.098877
	Iteration 29Q: 3 clusters Score -344383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -344383.093750 Penalty: 788.098877
	Iteration 30Q: 3 clusters Score -344383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -344384.125000 Penalty: 788.098877
	Iteration 31Q: 3 clusters Score -344384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -344385.875000 Penalty: 788.098877
	Iteration 32Q: 3 clusters Score -344385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -344386.031250 Penalty: 788.098877
	Iteration 33Q: 3 clusters Score -344386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -344386.343750 Penalty: 788.098877
	Iteration 34Q: 3 clusters Score -344386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -344386.343750 Penalty: 788.098877
	Iteration 35F: 3 clusters Score -344386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 18059 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 33322 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 78456 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 42524 members 
Mstep: Class 12 contains 43787 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 58485 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 74085 members 
Mstep: Class 28 contains 91615 members 
Mstep: Class 29 contains 43694 members 
Mstep: Class 30 contains 47665 members 
Mstep: Class 31 contains 19214 members 
Mstep: Class 32 contains 3794 members 
Entering Unmasked Estep 
Score: -42234768.000000 Penalty: 19589.250000
Splitting cluster 20 changes total score from -42234928.000000 to -42234768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (58485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Entering Unmasked Estep 
Score: -3739110.250000 Penalty: 499.431915
	Iteration 0F: 2 clusters Score -3739110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3700949.250000 Penalty: 998.863831
	Iteration 0F: 3 clusters Score -3700949 nChanged 28445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3718510.750000 Penalty: 998.863831
	Iteration 1F: 3 clusters Score -3718511 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3719683.500000 Penalty: 998.863831
	Iteration 2Q: 3 clusters Score -3719684 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3721277.500000 Penalty: 998.863831
	Iteration 3F: 3 clusters Score -3721278 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3723659.250000 Penalty: 998.863831
	Iteration 4F: 3 clusters Score -3723659 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3726623.250000 Penalty: 998.863831
	Iteration 5F: 3 clusters Score -3726623 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -3729146.750000 Penalty: 998.863831
	Iteration 6F: 3 clusters Score -3729147 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3730491.500000 Penalty: 998.863831
	Iteration 7Q: 3 clusters Score -3730492 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -3731174.500000 Penalty: 998.863831
	Iteration 8Q: 3 clusters Score -3731174 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -3731747.000000 Penalty: 998.863831
	Iteration 9Q: 3 clusters Score -3731747 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -3732335.000000 Penalty: 998.863831
	Iteration 10Q: 3 clusters Score -3732335 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -3733141.500000 Penalty: 998.863831
	Iteration 11Q: 3 clusters Score -3733142 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3734056.750000 Penalty: 998.863831
	Iteration 12Q: 3 clusters Score -3734057 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3735003.500000 Penalty: 998.863831
	Iteration 13Q: 3 clusters Score -3735004 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -3735894.500000 Penalty: 998.863831
	Iteration 14Q: 3 clusters Score -3735894 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -3736571.750000 Penalty: 998.863831
	Iteration 15Q: 3 clusters Score -3736572 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -3736987.750000 Penalty: 998.863831
	Iteration 16Q: 3 clusters Score -3736988 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -3737308.250000 Penalty: 998.863831
	Iteration 17Q: 3 clusters Score -3737308 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3737516.000000 Penalty: 998.863831
	Iteration 18Q: 3 clusters Score -3737516 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -3737654.000000 Penalty: 998.863831
	Iteration 19Q: 3 clusters Score -3737654 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -3737718.500000 Penalty: 998.863831
	Iteration 20F: 3 clusters Score -3737718 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -3737763.250000 Penalty: 998.863831
	Iteration 21Q: 3 clusters Score -3737763 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -3737800.750000 Penalty: 998.863831
	Iteration 22Q: 3 clusters Score -3737801 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -3737811.750000 Penalty: 998.863831
	Iteration 23Q: 3 clusters Score -3737812 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -3737848.500000 Penalty: 998.863831
	Iteration 24Q: 3 clusters Score -3737848 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -3737879.500000 Penalty: 998.863831
	Iteration 25Q: 3 clusters Score -3737880 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -3737900.750000 Penalty: 998.863831
	Iteration 26Q: 3 clusters Score -3737901 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -3737922.750000 Penalty: 998.863831
	Iteration 27Q: 3 clusters Score -3737923 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -3737951.500000 Penalty: 998.863831
	Iteration 28Q: 3 clusters Score -3737952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -3737990.000000 Penalty: 998.863831
	Iteration 29Q: 3 clusters Score -3737990 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -3737977.000000 Penalty: 998.863831
	Iteration 30Q: 3 clusters Score -3737977 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -3738002.250000 Penalty: 998.863831
	Iteration 31Q: 3 clusters Score -3738002 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -3738000.250000 Penalty: 998.863831
	Iteration 32Q: 3 clusters Score -3738000 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -3738011.000000 Penalty: 998.863831
	Iteration 33Q: 3 clusters Score -3738011 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -3738025.250000 Penalty: 998.863831
	Iteration 34Q: 3 clusters Score -3738025 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -3738036.500000 Penalty: 998.863831
	Iteration 35Q: 3 clusters Score -3738036 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -3738040.250000 Penalty: 998.863831
	Iteration 36Q: 3 clusters Score -3738040 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -3738039.500000 Penalty: 998.863831
	Iteration 37Q: 3 clusters Score -3738040 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -3738039.250000 Penalty: 998.863831
	Iteration 38Q: 3 clusters Score -3738039 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -3738017.750000 Penalty: 998.863831
	Iteration 39Q: 3 clusters Score -3738018 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -3738027.750000 Penalty: 998.863831
	Iteration 40F: 3 clusters Score -3738028 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -3738023.000000 Penalty: 998.863831
	Iteration 41Q: 3 clusters Score -3738023 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -3738038.500000 Penalty: 998.863831
	Iteration 42Q: 3 clusters Score -3738038 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -3738068.500000 Penalty: 998.863831
	Iteration 43Q: 3 clusters Score -3738068 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -3738096.000000 Penalty: 998.863831
	Iteration 44Q: 3 clusters Score -3738096 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -3738116.750000 Penalty: 998.863831
	Iteration 45Q: 3 clusters Score -3738117 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -3738146.000000 Penalty: 998.863831
	Iteration 46Q: 3 clusters Score -3738146 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -3738180.250000 Penalty: 998.863831
	Iteration 47Q: 3 clusters Score -3738180 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -3738198.500000 Penalty: 998.863831
	Iteration 48Q: 3 clusters Score -3738198 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -3738222.500000 Penalty: 998.863831
	Iteration 49Q: 3 clusters Score -3738222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -3738241.750000 Penalty: 998.863831
	Iteration 50Q: 3 clusters Score -3738242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -3738255.500000 Penalty: 998.863831
	Iteration 51Q: 3 clusters Score -3738256 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -3738267.500000 Penalty: 998.863831
	Iteration 52Q: 3 clusters Score -3738268 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -3738265.750000 Penalty: 998.863831
	Iteration 53Q: 3 clusters Score -3738266 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -3738286.000000 Penalty: 998.863831
	Iteration 54Q: 3 clusters Score -3738286 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -3738315.000000 Penalty: 998.863831
	Iteration 55Q: 3 clusters Score -3738315 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -3738355.250000 Penalty: 998.863831
	Iteration 56Q: 3 clusters Score -3738355 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -3738356.500000 Penalty: 998.863831
	Iteration 57Q: 3 clusters Score -3738356 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -3738383.750000 Penalty: 998.863831
	Iteration 58Q: 3 clusters Score -3738384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -3738415.000000 Penalty: 998.863831
	Iteration 59Q: 3 clusters Score -3738415 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -3738439.750000 Penalty: 998.863831
	Iteration 60F: 3 clusters Score -3738440 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -3738463.250000 Penalty: 998.863831
	Iteration 61Q: 3 clusters Score -3738463 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -3738482.250000 Penalty: 998.863831
	Iteration 62Q: 3 clusters Score -3738482 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -3738502.250000 Penalty: 998.863831
	Iteration 63Q: 3 clusters Score -3738502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -3738527.750000 Penalty: 998.863831
	Iteration 64Q: 3 clusters Score -3738528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -3738575.250000 Penalty: 998.863831
	Iteration 65Q: 3 clusters Score -3738575 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -3738590.750000 Penalty: 998.863831
	Iteration 66Q: 3 clusters Score -3738591 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -3738587.750000 Penalty: 998.863831
	Iteration 67Q: 3 clusters Score -3738588 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -3738599.750000 Penalty: 998.863831
	Iteration 68Q: 3 clusters Score -3738600 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -3738584.250000 Penalty: 998.863831
	Iteration 69Q: 3 clusters Score -3738584 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -3738599.500000 Penalty: 998.863831
	Iteration 70Q: 3 clusters Score -3738600 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -3738598.250000 Penalty: 998.863831
	Iteration 71Q: 3 clusters Score -3738598 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -3738584.750000 Penalty: 998.863831
	Iteration 72Q: 3 clusters Score -3738585 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -3738582.000000 Penalty: 998.863831
	Iteration 73Q: 3 clusters Score -3738582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -3738587.000000 Penalty: 998.863831
	Iteration 74Q: 3 clusters Score -3738587 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -3738605.250000 Penalty: 998.863831
	Iteration 75Q: 3 clusters Score -3738605 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -3738608.000000 Penalty: 998.863831
	Iteration 76Q: 3 clusters Score -3738608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -3738611.000000 Penalty: 998.863831
	Iteration 77Q: 3 clusters Score -3738611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -3738616.500000 Penalty: 998.863831
	Iteration 78Q: 3 clusters Score -3738616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -3738646.000000 Penalty: 998.863831
	Iteration 79Q: 3 clusters Score -3738646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -3738658.250000 Penalty: 998.863831
	Iteration 80F: 3 clusters Score -3738658 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -3738659.750000 Penalty: 998.863831
	Iteration 81Q: 3 clusters Score -3738660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -3738679.500000 Penalty: 998.863831
	Iteration 82Q: 3 clusters Score -3738680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -3738688.750000 Penalty: 998.863831
	Iteration 83Q: 3 clusters Score -3738689 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -3738678.500000 Penalty: 998.863831
	Iteration 84Q: 3 clusters Score -3738678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -3738695.000000 Penalty: 998.863831
	Iteration 85Q: 3 clusters Score -3738695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -3738688.250000 Penalty: 998.863831
	Iteration 86Q: 3 clusters Score -3738688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -3738704.000000 Penalty: 998.863831
	Iteration 87Q: 3 clusters Score -3738704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -3738717.000000 Penalty: 998.863831
	Iteration 88Q: 3 clusters Score -3738717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -3738724.750000 Penalty: 998.863831
	Iteration 89Q: 3 clusters Score -3738725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -3738731.750000 Penalty: 998.863831
	Iteration 90Q: 3 clusters Score -3738732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -3738736.500000 Penalty: 998.863831
	Iteration 91Q: 3 clusters Score -3738736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -3738731.250000 Penalty: 998.863831
	Iteration 92Q: 3 clusters Score -3738731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -3738737.250000 Penalty: 998.863831
	Iteration 93Q: 3 clusters Score -3738737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -3738739.500000 Penalty: 998.863831
	Iteration 94Q: 3 clusters Score -3738740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -3738738.750000 Penalty: 998.863831
	Iteration 95Q: 3 clusters Score -3738739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -3738740.250000 Penalty: 998.863831
	Iteration 96Q: 3 clusters Score -3738740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -3738746.000000 Penalty: 998.863831
	Iteration 97Q: 3 clusters Score -3738746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -3738750.750000 Penalty: 998.863831
	Iteration 98Q: 3 clusters Score -3738751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -3738752.750000 Penalty: 998.863831
	Iteration 99Q: 3 clusters Score -3738753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -3738755.500000 Penalty: 998.863831
	Iteration 100F: 3 clusters Score -3738756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -3738759.000000 Penalty: 998.863831
	Iteration 101Q: 3 clusters Score -3738759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -3738764.750000 Penalty: 998.863831
	Iteration 102Q: 3 clusters Score -3738765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -3738766.500000 Penalty: 998.863831
	Iteration 103Q: 3 clusters Score -3738766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -3738770.250000 Penalty: 998.863831
	Iteration 104Q: 3 clusters Score -3738770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -3738769.750000 Penalty: 998.863831
	Iteration 105Q: 3 clusters Score -3738770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -3738769.500000 Penalty: 998.863831
	Iteration 106Q: 3 clusters Score -3738770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -3738770.250000 Penalty: 998.863831
	Iteration 107Q: 3 clusters Score -3738770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -3738770.250000 Penalty: 998.863831
	Iteration 108F: 3 clusters Score -3738770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -109661.179688 Penalty: 339.057922
	Iteration 0F: 2 clusters Score -109661.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -108409.593750 Penalty: 678.115845
	Iteration 0F: 3 clusters Score -108409.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -108918.859375 Penalty: 678.115845
	Iteration 1F: 3 clusters Score -108918.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -109028.539062 Penalty: 678.115845
	Iteration 2F: 3 clusters Score -109028.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -109110.195312 Penalty: 678.115845
	Iteration 3F: 3 clusters Score -109110.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -109168.968750 Penalty: 678.115845
	Iteration 4Q: 3 clusters Score -109169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109203.953125 Penalty: 678.115845
	Iteration 5Q: 3 clusters Score -109204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -109229.539062 Penalty: 678.115845
	Iteration 6Q: 3 clusters Score -109229.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -109251.093750 Penalty: 678.115845
	Iteration 7Q: 3 clusters Score -109251.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -109273.093750 Penalty: 678.115845
	Iteration 8Q: 3 clusters Score -109273.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -109288.679688 Penalty: 678.115845
	Iteration 9Q: 3 clusters Score -109288.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -109300.273438 Penalty: 678.115845
	Iteration 10Q: 3 clusters Score -109300.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -109306.687500 Penalty: 678.115845
	Iteration 11Q: 3 clusters Score -109306.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -109311.164062 Penalty: 678.115845
	Iteration 12Q: 3 clusters Score -109311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109314.921875 Penalty: 678.115845
	Iteration 13Q: 3 clusters Score -109314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109317.570312 Penalty: 678.115845
	Iteration 14Q: 3 clusters Score -109317.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -109322.164062 Penalty: 678.115845
	Iteration 15Q: 3 clusters Score -109322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -109324.304688 Penalty: 678.115845
	Iteration 16Q: 3 clusters Score -109324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -109327.328125 Penalty: 678.115845
	Iteration 17Q: 3 clusters Score -109327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -109330.929688 Penalty: 678.115845
	Iteration 18Q: 3 clusters Score -109330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -109333.156250 Penalty: 678.115845
	Iteration 19Q: 3 clusters Score -109333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -109337.570312 Penalty: 678.115845
	Iteration 20F: 3 clusters Score -109337.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -109342.500000 Penalty: 678.115845
	Iteration 21Q: 3 clusters Score -109342.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -109348.781250 Penalty: 678.115845
	Iteration 22Q: 3 clusters Score -109348.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -109356.429688 Penalty: 678.115845
	Iteration 23Q: 3 clusters Score -109356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -109360.046875 Penalty: 678.115845
	Iteration 24Q: 3 clusters Score -109360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -109361.867188 Penalty: 678.115845
	Iteration 25Q: 3 clusters Score -109361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -109363.804688 Penalty: 678.115845
	Iteration 26Q: 3 clusters Score -109363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -109366.476562 Penalty: 678.115845
	Iteration 27Q: 3 clusters Score -109366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -109369.898438 Penalty: 678.115845
	Iteration 28Q: 3 clusters Score -109369.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -109374.445312 Penalty: 678.115845
	Iteration 29Q: 3 clusters Score -109374.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -109380.367188 Penalty: 678.115845
	Iteration 30Q: 3 clusters Score -109380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109388.078125 Penalty: 678.115845
	Iteration 31Q: 3 clusters Score -109388.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -109399.875000 Penalty: 678.115845
	Iteration 32Q: 3 clusters Score -109399.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -109411.765625 Penalty: 678.115845
	Iteration 33Q: 3 clusters Score -109411.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -109424.578125 Penalty: 678.115845
	Iteration 34Q: 3 clusters Score -109424.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -109431.109375 Penalty: 678.115845
	Iteration 35Q: 3 clusters Score -109431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109437.554688 Penalty: 678.115845
	Iteration 36Q: 3 clusters Score -109437.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -109442.070312 Penalty: 678.115845
	Iteration 37Q: 3 clusters Score -109442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109445.726562 Penalty: 678.115845
	Iteration 38Q: 3 clusters Score -109445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -109448.562500 Penalty: 678.115845
	Iteration 39Q: 3 clusters Score -109448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -109452.671875 Penalty: 678.115845
	Iteration 40F: 3 clusters Score -109452.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -109457.632812 Penalty: 678.115845
	Iteration 41Q: 3 clusters Score -109457.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -109460.078125 Penalty: 678.115845
	Iteration 42Q: 3 clusters Score -109460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -109461.242188 Penalty: 678.115845
	Iteration 43Q: 3 clusters Score -109461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -109462.335938 Penalty: 678.115845
	Iteration 44Q: 3 clusters Score -109462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109462.640625 Penalty: 678.115845
	Iteration 45Q: 3 clusters Score -109462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -109462.843750 Penalty: 678.115845
	Iteration 46Q: 3 clusters Score -109462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -109463.085938 Penalty: 678.115845
	Iteration 47Q: 3 clusters Score -109463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -109463.703125 Penalty: 678.115845
	Iteration 48Q: 3 clusters Score -109463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -109464.046875 Penalty: 678.115845
	Iteration 49Q: 3 clusters Score -109464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109464.414062 Penalty: 678.115845
	Iteration 50Q: 3 clusters Score -109464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -109464.601562 Penalty: 678.115845
	Iteration 51Q: 3 clusters Score -109464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -109464.601562 Penalty: 678.115845
	Iteration 52F: 3 clusters Score -109464.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -742687.375000 Penalty: 426.439148
	Iteration 0F: 2 clusters Score -742687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -734821.000000 Penalty: 852.878296
	Iteration 0F: 3 clusters Score -734821 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -738140.000000 Penalty: 852.878296
	Iteration 1F: 3 clusters Score -738140 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -738486.500000 Penalty: 852.878296
	Iteration 2F: 3 clusters Score -738486.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -738938.125000 Penalty: 852.878296
	Iteration 3F: 3 clusters Score -738938.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -739544.875000 Penalty: 852.878296
	Iteration 4F: 3 clusters Score -739544.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -740207.500000 Penalty: 852.878296
	Iteration 5F: 3 clusters Score -740207.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -740615.062500 Penalty: 852.878296
	Iteration 6F: 3 clusters Score -740615.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -740758.312500 Penalty: 852.878296
	Iteration 7Q: 3 clusters Score -740758.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -740831.562500 Penalty: 852.878296
	Iteration 8Q: 3 clusters Score -740831.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -740903.687500 Penalty: 852.878296
	Iteration 9Q: 3 clusters Score -740903.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -740998.500000 Penalty: 852.878296
	Iteration 10Q: 3 clusters Score -740998.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -741102.812500 Penalty: 852.878296
	Iteration 11Q: 3 clusters Score -741102.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -741215.312500 Penalty: 852.878296
	Iteration 12Q: 3 clusters Score -741215.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -741321.375000 Penalty: 852.878296
	Iteration 13Q: 3 clusters Score -741321.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -741420.750000 Penalty: 852.878296
	Iteration 14Q: 3 clusters Score -741420.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -741512.125000 Penalty: 852.878296
	Iteration 15Q: 3 clusters Score -741512.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -741598.812500 Penalty: 852.878296
	Iteration 16Q: 3 clusters Score -741598.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -741677.312500 Penalty: 852.878296
	Iteration 17Q: 3 clusters Score -741677.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -741728.375000 Penalty: 852.878296
	Iteration 18Q: 3 clusters Score -741728.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -741774.000000 Penalty: 852.878296
	Iteration 19Q: 3 clusters Score -741774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -741812.000000 Penalty: 852.878296
	Iteration 20F: 3 clusters Score -741812 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -741840.750000 Penalty: 852.878296
	Iteration 21Q: 3 clusters Score -741840.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -741859.687500 Penalty: 852.878296
	Iteration 22Q: 3 clusters Score -741859.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -741871.187500 Penalty: 852.878296
	Iteration 23Q: 3 clusters Score -741871.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -741878.750000 Penalty: 852.878296
	Iteration 24Q: 3 clusters Score -741878.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -741888.625000 Penalty: 852.878296
	Iteration 25Q: 3 clusters Score -741888.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -741895.187500 Penalty: 852.878296
	Iteration 26Q: 3 clusters Score -741895.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -741899.500000 Penalty: 852.878296
	Iteration 27Q: 3 clusters Score -741899.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -741906.562500 Penalty: 852.878296
	Iteration 28Q: 3 clusters Score -741906.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -741915.562500 Penalty: 852.878296
	Iteration 29Q: 3 clusters Score -741915.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -741920.562500 Penalty: 852.878296
	Iteration 30Q: 3 clusters Score -741920.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -741925.062500 Penalty: 852.878296
	Iteration 31Q: 3 clusters Score -741925.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -741934.062500 Penalty: 852.878296
	Iteration 32Q: 3 clusters Score -741934.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -741937.000000 Penalty: 852.878296
	Iteration 33Q: 3 clusters Score -741937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -741942.125000 Penalty: 852.878296
	Iteration 34Q: 3 clusters Score -741942.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -741945.937500 Penalty: 852.878296
	Iteration 35Q: 3 clusters Score -741945.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -741950.375000 Penalty: 852.878296
	Iteration 36Q: 3 clusters Score -741950.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -741952.875000 Penalty: 852.878296
	Iteration 37Q: 3 clusters Score -741952.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -741957.687500 Penalty: 852.878296
	Iteration 38Q: 3 clusters Score -741957.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -741962.312500 Penalty: 852.878296
	Iteration 39Q: 3 clusters Score -741962.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -741965.500000 Penalty: 852.878296
	Iteration 40F: 3 clusters Score -741965.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -741966.750000 Penalty: 852.878296
	Iteration 41Q: 3 clusters Score -741966.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -741969.500000 Penalty: 852.878296
	Iteration 42Q: 3 clusters Score -741969.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -741974.750000 Penalty: 852.878296
	Iteration 43Q: 3 clusters Score -741974.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -741979.125000 Penalty: 852.878296
	Iteration 44Q: 3 clusters Score -741979.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -741979.625000 Penalty: 852.878296
	Iteration 45Q: 3 clusters Score -741979.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -741982.687500 Penalty: 852.878296
	Iteration 46Q: 3 clusters Score -741982.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -741987.500000 Penalty: 852.878296
	Iteration 47Q: 3 clusters Score -741987.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -741995.250000 Penalty: 852.878296
	Iteration 48Q: 3 clusters Score -741995.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -741999.687500 Penalty: 852.878296
	Iteration 49Q: 3 clusters Score -741999.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -742005.812500 Penalty: 852.878296
	Iteration 50Q: 3 clusters Score -742005.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -742011.312500 Penalty: 852.878296
	Iteration 51Q: 3 clusters Score -742011.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -742018.937500 Penalty: 852.878296
	Iteration 52Q: 3 clusters Score -742018.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -742029.562500 Penalty: 852.878296
	Iteration 53Q: 3 clusters Score -742029.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -742037.062500 Penalty: 852.878296
	Iteration 54Q: 3 clusters Score -742037.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -742048.687500 Penalty: 852.878296
	Iteration 55Q: 3 clusters Score -742048.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -742056.875000 Penalty: 852.878296
	Iteration 56Q: 3 clusters Score -742056.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -742066.812500 Penalty: 852.878296
	Iteration 57Q: 3 clusters Score -742066.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -742076.312500 Penalty: 852.878296
	Iteration 58Q: 3 clusters Score -742076.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -742082.687500 Penalty: 852.878296
	Iteration 59Q: 3 clusters Score -742082.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -742095.187500 Penalty: 852.878296
	Iteration 60F: 3 clusters Score -742095.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -742105.625000 Penalty: 852.878296
	Iteration 61Q: 3 clusters Score -742105.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -742114.000000 Penalty: 852.878296
	Iteration 62Q: 3 clusters Score -742114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -742123.437500 Penalty: 852.878296
	Iteration 63Q: 3 clusters Score -742123.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -742133.812500 Penalty: 852.878296
	Iteration 64Q: 3 clusters Score -742133.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -742140.687500 Penalty: 852.878296
	Iteration 65Q: 3 clusters Score -742140.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -742146.500000 Penalty: 852.878296
	Iteration 66Q: 3 clusters Score -742146.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -742151.312500 Penalty: 852.878296
	Iteration 67Q: 3 clusters Score -742151.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -742155.187500 Penalty: 852.878296
	Iteration 68Q: 3 clusters Score -742155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -742154.937500 Penalty: 852.878296
	Iteration 69Q: 3 clusters Score -742154.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -742159.187500 Penalty: 852.878296
	Iteration 70Q: 3 clusters Score -742159.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -742162.250000 Penalty: 852.878296
	Iteration 71Q: 3 clusters Score -742162.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -742163.312500 Penalty: 852.878296
	Iteration 72Q: 3 clusters Score -742163.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -742164.375000 Penalty: 852.878296
	Iteration 73Q: 3 clusters Score -742164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -742168.187500 Penalty: 852.878296
	Iteration 74Q: 3 clusters Score -742168.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -742171.937500 Penalty: 852.878296
	Iteration 75Q: 3 clusters Score -742171.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -742174.062500 Penalty: 852.878296
	Iteration 76Q: 3 clusters Score -742174.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -742173.312500 Penalty: 852.878296
	Iteration 77Q: 3 clusters Score -742173.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -742175.562500 Penalty: 852.878296
	Iteration 78Q: 3 clusters Score -742175.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -742178.437500 Penalty: 852.878296
	Iteration 79Q: 3 clusters Score -742178.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -742178.062500 Penalty: 852.878296
	Iteration 80F: 3 clusters Score -742178.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -742180.312500 Penalty: 852.878296
	Iteration 81Q: 3 clusters Score -742180.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -742181.875000 Penalty: 852.878296
	Iteration 82Q: 3 clusters Score -742181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -742182.875000 Penalty: 852.878296
	Iteration 83Q: 3 clusters Score -742182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -742182.875000 Penalty: 852.878296
	Iteration 84Q: 3 clusters Score -742182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -742183.437500 Penalty: 852.878296
	Iteration 85Q: 3 clusters Score -742183.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -742183.625000 Penalty: 852.878296
	Iteration 86Q: 3 clusters Score -742183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -742184.562500 Penalty: 852.878296
	Iteration 87Q: 3 clusters Score -742184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -742185.125000 Penalty: 852.878296
	Iteration 88Q: 3 clusters Score -742185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -742187.125000 Penalty: 852.878296
	Iteration 89Q: 3 clusters Score -742187.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -742187.500000 Penalty: 852.878296
	Iteration 90Q: 3 clusters Score -742187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -742186.750000 Penalty: 852.878296
	Iteration 91Q: 3 clusters Score -742186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -742186.625000 Penalty: 852.878296
	Iteration 92Q: 3 clusters Score -742186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -742187.000000 Penalty: 852.878296
	Iteration 93Q: 3 clusters Score -742187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -742187.812500 Penalty: 852.878296
	Iteration 94Q: 3 clusters Score -742187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -742187.500000 Penalty: 852.878296
	Iteration 95Q: 3 clusters Score -742187.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -742188.750000 Penalty: 852.878296
	Iteration 96Q: 3 clusters Score -742188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -742190.500000 Penalty: 852.878296
	Iteration 97Q: 3 clusters Score -742190.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -742188.000000 Penalty: 852.878296
	Iteration 98Q: 3 clusters Score -742188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -742187.687500 Penalty: 852.878296
	Iteration 99Q: 3 clusters Score -742187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -742188.125000 Penalty: 852.878296
	Iteration 100F: 3 clusters Score -742188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -742190.062500 Penalty: 852.878296
	Iteration 101Q: 3 clusters Score -742190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -742191.687500 Penalty: 852.878296
	Iteration 102Q: 3 clusters Score -742191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -742190.625000 Penalty: 852.878296
	Iteration 103Q: 3 clusters Score -742190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -742189.812500 Penalty: 852.878296
	Iteration 104Q: 3 clusters Score -742189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -742189.750000 Penalty: 852.878296
	Iteration 105Q: 3 clusters Score -742189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -742189.812500 Penalty: 852.878296
	Iteration 106Q: 3 clusters Score -742189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -742191.500000 Penalty: 852.878296
	Iteration 107Q: 3 clusters Score -742191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -742191.437500 Penalty: 852.878296
	Iteration 108Q: 3 clusters Score -742191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -742191.312500 Penalty: 852.878296
	Iteration 109Q: 3 clusters Score -742191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -742190.687500 Penalty: 852.878296
	Iteration 110Q: 3 clusters Score -742190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -742190.312500 Penalty: 852.878296
	Iteration 111Q: 3 clusters Score -742190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -742190.000000 Penalty: 852.878296
	Iteration 112Q: 3 clusters Score -742190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -742190.812500 Penalty: 852.878296
	Iteration 113Q: 3 clusters Score -742190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -742190.437500 Penalty: 852.878296
	Iteration 114Q: 3 clusters Score -742190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -742191.062500 Penalty: 852.878296
	Iteration 115Q: 3 clusters Score -742191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -742191.000000 Penalty: 852.878296
	Iteration 116Q: 3 clusters Score -742191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -742190.125000 Penalty: 852.878296
	Iteration 117Q: 3 clusters Score -742190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -742190.250000 Penalty: 852.878296
	Iteration 118Q: 3 clusters Score -742190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -742190.250000 Penalty: 852.878296
	Iteration 119F: 3 clusters Score -742190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4552.033691 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4552.034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4435.518066 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4435.518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4568.227051 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4568.227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4578.567871 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4578.568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4582.046875 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4582.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4582.046875 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -4582.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 18059 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 33322 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 78456 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 42524 members 
Mstep: Class 12 contains 43787 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 58485 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 43 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 74085 members 
Mstep: Class 28 contains 91615 members 
Mstep: Class 29 contains 43694 members 
Mstep: Class 30 contains 47665 members 
Mstep: Class 31 contains 19214 members 
Mstep: Class 32 contains 83 members 
Entering Unmasked Estep 
Score: -42234540.000000 Penalty: 19589.250000
Splitting cluster 24 changes total score from -42234928.000000 to -42234540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -48936.679688 Penalty: 307.228302
	Iteration 0F: 2 clusters Score -48936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48224.804688 Penalty: 614.456604
	Iteration 0F: 3 clusters Score -48224.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48418.156250 Penalty: 614.456604
	Iteration 1F: 3 clusters Score -48418.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -48483.570312 Penalty: 614.456604
	Iteration 2F: 3 clusters Score -48483.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48559.871094 Penalty: 614.456604
	Iteration 3F: 3 clusters Score -48559.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48647.308594 Penalty: 614.456604
	Iteration 4F: 3 clusters Score -48647.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -48715.394531 Penalty: 614.456604
	Iteration 5F: 3 clusters Score -48715.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -48773.406250 Penalty: 614.456604
	Iteration 6F: 3 clusters Score -48773.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -48803.152344 Penalty: 614.456604
	Iteration 7Q: 3 clusters Score -48803.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48817.445312 Penalty: 614.456604
	Iteration 8Q: 3 clusters Score -48817.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -48830.265625 Penalty: 614.456604
	Iteration 9Q: 3 clusters Score -48830.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -48841.125000 Penalty: 614.456604
	Iteration 10Q: 3 clusters Score -48841.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -48851.167969 Penalty: 614.456604
	Iteration 11Q: 3 clusters Score -48851.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -48857.390625 Penalty: 614.456604
	Iteration 12Q: 3 clusters Score -48857.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -48860.144531 Penalty: 614.456604
	Iteration 13Q: 3 clusters Score -48860.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -48860.144531 Penalty: 614.456604
	Iteration 14F: 3 clusters Score -48860.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -191740.656250 Penalty: 363.416901
	Iteration 0F: 2 clusters Score -191740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -189733.125000 Penalty: 726.833801
	Iteration 0F: 3 clusters Score -189733.1 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -190436.171875 Penalty: 726.833801
	Iteration 1F: 3 clusters Score -190436.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -190566.218750 Penalty: 726.833801
	Iteration 2F: 3 clusters Score -190566.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190710.578125 Penalty: 726.833801
	Iteration 3F: 3 clusters Score -190710.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190882.765625 Penalty: 726.833801
	Iteration 4F: 3 clusters Score -190882.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191008.750000 Penalty: 726.833801
	Iteration 5Q: 3 clusters Score -191008.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -191108.593750 Penalty: 726.833801
	Iteration 6Q: 3 clusters Score -191108.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -191178.203125 Penalty: 726.833801
	Iteration 7Q: 3 clusters Score -191178.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -191219.250000 Penalty: 726.833801
	Iteration 8Q: 3 clusters Score -191219.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -191264.906250 Penalty: 726.833801
	Iteration 9Q: 3 clusters Score -191264.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -191303.296875 Penalty: 726.833801
	Iteration 10Q: 3 clusters Score -191303.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -191325.343750 Penalty: 726.833801
	Iteration 11Q: 3 clusters Score -191325.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -191341.125000 Penalty: 726.833801
	Iteration 12Q: 3 clusters Score -191341.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -191353.140625 Penalty: 726.833801
	Iteration 13Q: 3 clusters Score -191353.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -191359.140625 Penalty: 726.833801
	Iteration 14Q: 3 clusters Score -191359.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -191366.734375 Penalty: 726.833801
	Iteration 15Q: 3 clusters Score -191366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -191369.234375 Penalty: 726.833801
	Iteration 16Q: 3 clusters Score -191369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -191370.921875 Penalty: 726.833801
	Iteration 17Q: 3 clusters Score -191370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -191373.656250 Penalty: 726.833801
	Iteration 18Q: 3 clusters Score -191373.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -191376.406250 Penalty: 726.833801
	Iteration 19Q: 3 clusters Score -191376.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -191379.140625 Penalty: 726.833801
	Iteration 20F: 3 clusters Score -191379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -191383.437500 Penalty: 726.833801
	Iteration 21Q: 3 clusters Score -191383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -191389.140625 Penalty: 726.833801
	Iteration 22Q: 3 clusters Score -191389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -191391.906250 Penalty: 726.833801
	Iteration 23Q: 3 clusters Score -191391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -191393.734375 Penalty: 726.833801
	Iteration 24Q: 3 clusters Score -191393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -191395.671875 Penalty: 726.833801
	Iteration 25Q: 3 clusters Score -191395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -191397.734375 Penalty: 726.833801
	Iteration 26Q: 3 clusters Score -191397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -191399.078125 Penalty: 726.833801
	Iteration 27Q: 3 clusters Score -191399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -191402.390625 Penalty: 726.833801
	Iteration 28Q: 3 clusters Score -191402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -191405.390625 Penalty: 726.833801
	Iteration 29Q: 3 clusters Score -191405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -191410.890625 Penalty: 726.833801
	Iteration 30Q: 3 clusters Score -191410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -191417.625000 Penalty: 726.833801
	Iteration 31Q: 3 clusters Score -191417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -191423.421875 Penalty: 726.833801
	Iteration 32Q: 3 clusters Score -191423.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -191430.578125 Penalty: 726.833801
	Iteration 33Q: 3 clusters Score -191430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -191435.359375 Penalty: 726.833801
	Iteration 34Q: 3 clusters Score -191435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -191441.406250 Penalty: 726.833801
	Iteration 35Q: 3 clusters Score -191441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -191442.265625 Penalty: 726.833801
	Iteration 36Q: 3 clusters Score -191442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -191444.000000 Penalty: 726.833801
	Iteration 37Q: 3 clusters Score -191444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -191444.453125 Penalty: 726.833801
	Iteration 38Q: 3 clusters Score -191444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -191444.859375 Penalty: 726.833801
	Iteration 39Q: 3 clusters Score -191444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -191445.515625 Penalty: 726.833801
	Iteration 40F: 3 clusters Score -191445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Entering Unmasked Estep 
Score: -4640030.500000 Penalty: 510.190094
	Iteration 0F: 2 clusters Score -4640030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4590060.000000 Penalty: 1020.380188
	Iteration 0F: 3 clusters Score -4590060 nChanged 36143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4612074.500000 Penalty: 1020.380188
	Iteration 1F: 3 clusters Score -4612074 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4613694.000000 Penalty: 1020.380188
	Iteration 2F: 3 clusters Score -4613694 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4616349.500000 Penalty: 1020.380188
	Iteration 3F: 3 clusters Score -4616350 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4620369.000000 Penalty: 1020.380188
	Iteration 4F: 3 clusters Score -4620369 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4625526.500000 Penalty: 1020.380188
	Iteration 5F: 3 clusters Score -4625526 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4630351.000000 Penalty: 1020.380188
	Iteration 6F: 3 clusters Score -4630351 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4633457.500000 Penalty: 1020.380188
	Iteration 7Q: 3 clusters Score -4633458 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4634928.500000 Penalty: 1020.380188
	Iteration 8Q: 3 clusters Score -4634928 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4635811.000000 Penalty: 1020.380188
	Iteration 9Q: 3 clusters Score -4635811 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -4636472.500000 Penalty: 1020.380188
	Iteration 10Q: 3 clusters Score -4636472 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4636981.000000 Penalty: 1020.380188
	Iteration 11Q: 3 clusters Score -4636981 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4637462.500000 Penalty: 1020.380188
	Iteration 12Q: 3 clusters Score -4637462 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4637842.000000 Penalty: 1020.380188
	Iteration 13Q: 3 clusters Score -4637842 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4638165.000000 Penalty: 1020.380188
	Iteration 14Q: 3 clusters Score -4638165 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4638407.000000 Penalty: 1020.380188
	Iteration 15Q: 3 clusters Score -4638407 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4638609.000000 Penalty: 1020.380188
	Iteration 16Q: 3 clusters Score -4638609 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4638799.000000 Penalty: 1020.380188
	Iteration 17Q: 3 clusters Score -4638799 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4638956.500000 Penalty: 1020.380188
	Iteration 18Q: 3 clusters Score -4638956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4639051.000000 Penalty: 1020.380188
	Iteration 19Q: 3 clusters Score -4639051 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4639118.000000 Penalty: 1020.380188
	Iteration 20F: 3 clusters Score -4639118 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4639205.500000 Penalty: 1020.380188
	Iteration 21Q: 3 clusters Score -4639206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4639283.500000 Penalty: 1020.380188
	Iteration 22Q: 3 clusters Score -4639284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4639366.000000 Penalty: 1020.380188
	Iteration 23Q: 3 clusters Score -4639366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4639421.500000 Penalty: 1020.380188
	Iteration 24Q: 3 clusters Score -4639422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4639470.000000 Penalty: 1020.380188
	Iteration 25Q: 3 clusters Score -4639470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4639515.000000 Penalty: 1020.380188
	Iteration 26Q: 3 clusters Score -4639515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4639538.500000 Penalty: 1020.380188
	Iteration 27Q: 3 clusters Score -4639538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4639546.500000 Penalty: 1020.380188
	Iteration 28Q: 3 clusters Score -4639546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4639565.000000 Penalty: 1020.380188
	Iteration 29Q: 3 clusters Score -4639565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4639579.500000 Penalty: 1020.380188
	Iteration 30Q: 3 clusters Score -4639580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4639581.000000 Penalty: 1020.380188
	Iteration 31Q: 3 clusters Score -4639581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4639582.500000 Penalty: 1020.380188
	Iteration 32Q: 3 clusters Score -4639582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4639588.500000 Penalty: 1020.380188
	Iteration 33Q: 3 clusters Score -4639588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4639595.500000 Penalty: 1020.380188
	Iteration 34Q: 3 clusters Score -4639596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4639599.500000 Penalty: 1020.380188
	Iteration 35Q: 3 clusters Score -4639600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4639600.500000 Penalty: 1020.380188
	Iteration 36Q: 3 clusters Score -4639600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4639598.000000 Penalty: 1020.380188
	Iteration 37Q: 3 clusters Score -4639598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4639598.000000 Penalty: 1020.380188
	Iteration 38F: 3 clusters Score -4639598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Entering Unmasked Estep 
Score: -5690689.500000 Penalty: 519.853455
	Iteration 0F: 2 clusters Score -5690690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -5638184.000000 Penalty: 1039.706909
	Iteration 0F: 3 clusters Score -5638184 nChanged 44979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5665270.500000 Penalty: 1039.706909
	Iteration 1F: 3 clusters Score -5665270 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5667823.000000 Penalty: 1039.706909
	Iteration 2F: 3 clusters Score -5667823 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5672058.500000 Penalty: 1039.706909
	Iteration 3F: 3 clusters Score -5672058 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5678443.000000 Penalty: 1039.706909
	Iteration 4F: 3 clusters Score -5678443 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5685177.500000 Penalty: 1039.706909
	Iteration 5F: 3 clusters Score -5685178 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5689618.500000 Penalty: 1039.706909
	Iteration 6F: 3 clusters Score -5689618 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5691428.000000 Penalty: 1039.706909
	Iteration 7Q: 3 clusters Score -5691428 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -5691754.500000 Penalty: 1039.706909
	Iteration 8Q: 3 clusters Score -5691754 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5691738.500000 Penalty: 1039.706909
	Iteration 9Q: 3 clusters Score -5691738 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5691615.000000 Penalty: 1039.706909
	Iteration 10Q: 3 clusters Score -5691615 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -5691526.000000 Penalty: 1039.706909
	Iteration 11Q: 3 clusters Score -5691526 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5691650.000000 Penalty: 1039.706909
	Iteration 12Q: 3 clusters Score -5691650 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5691560.000000 Penalty: 1039.706909
	Iteration 13Q: 3 clusters Score -5691560 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5691439.000000 Penalty: 1039.706909
	Iteration 14Q: 3 clusters Score -5691439 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5691300.000000 Penalty: 1039.706909
	Iteration 15Q: 3 clusters Score -5691300 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5691242.500000 Penalty: 1039.706909
	Iteration 16Q: 3 clusters Score -5691242 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5691159.500000 Penalty: 1039.706909
	Iteration 17Q: 3 clusters Score -5691160 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5691151.000000 Penalty: 1039.706909
	Iteration 18Q: 3 clusters Score -5691151 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5691098.500000 Penalty: 1039.706909
	Iteration 19Q: 3 clusters Score -5691098 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5691020.500000 Penalty: 1039.706909
	Iteration 20F: 3 clusters Score -5691020 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5690929.000000 Penalty: 1039.706909
	Iteration 21Q: 3 clusters Score -5690929 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5690856.000000 Penalty: 1039.706909
	Iteration 22Q: 3 clusters Score -5690856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5690867.000000 Penalty: 1039.706909
	Iteration 23Q: 3 clusters Score -5690867 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5690856.000000 Penalty: 1039.706909
	Iteration 24Q: 3 clusters Score -5690856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5690757.000000 Penalty: 1039.706909
	Iteration 25Q: 3 clusters Score -5690757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5690694.500000 Penalty: 1039.706909
	Iteration 26Q: 3 clusters Score -5690694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5690624.500000 Penalty: 1039.706909
	Iteration 27Q: 3 clusters Score -5690624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5690591.500000 Penalty: 1039.706909
	Iteration 28Q: 3 clusters Score -5690592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5690589.500000 Penalty: 1039.706909
	Iteration 29Q: 3 clusters Score -5690590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5690560.000000 Penalty: 1039.706909
	Iteration 30Q: 3 clusters Score -5690560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5690554.000000 Penalty: 1039.706909
	Iteration 31Q: 3 clusters Score -5690554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5690548.500000 Penalty: 1039.706909
	Iteration 32Q: 3 clusters Score -5690548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5690538.500000 Penalty: 1039.706909
	Iteration 33Q: 3 clusters Score -5690538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5690544.000000 Penalty: 1039.706909
	Iteration 34Q: 3 clusters Score -5690544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5690562.000000 Penalty: 1039.706909
	Iteration 35Q: 3 clusters Score -5690562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5690559.500000 Penalty: 1039.706909
	Iteration 36Q: 3 clusters Score -5690560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5690550.500000 Penalty: 1039.706909
	Iteration 37Q: 3 clusters Score -5690550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5690550.000000 Penalty: 1039.706909
	Iteration 38Q: 3 clusters Score -5690550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5690536.000000 Penalty: 1039.706909
	Iteration 39Q: 3 clusters Score -5690536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5690525.000000 Penalty: 1039.706909
	Iteration 40F: 3 clusters Score -5690525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5690529.500000 Penalty: 1039.706909
	Iteration 41Q: 3 clusters Score -5690530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5690523.000000 Penalty: 1039.706909
	Iteration 42Q: 3 clusters Score -5690523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5690518.000000 Penalty: 1039.706909
	Iteration 43Q: 3 clusters Score -5690518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5690509.500000 Penalty: 1039.706909
	Iteration 44Q: 3 clusters Score -5690510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5690516.500000 Penalty: 1039.706909
	Iteration 45Q: 3 clusters Score -5690516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5690518.000000 Penalty: 1039.706909
	Iteration 46Q: 3 clusters Score -5690518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5690516.000000 Penalty: 1039.706909
	Iteration 47Q: 3 clusters Score -5690516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5690520.000000 Penalty: 1039.706909
	Iteration 48Q: 3 clusters Score -5690520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5690522.500000 Penalty: 1039.706909
	Iteration 49Q: 3 clusters Score -5690522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5690516.500000 Penalty: 1039.706909
	Iteration 50Q: 3 clusters Score -5690516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5690511.000000 Penalty: 1039.706909
	Iteration 51Q: 3 clusters Score -5690511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5690522.500000 Penalty: 1039.706909
	Iteration 52Q: 3 clusters Score -5690522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5690523.000000 Penalty: 1039.706909
	Iteration 53Q: 3 clusters Score -5690523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5690518.500000 Penalty: 1039.706909
	Iteration 54Q: 3 clusters Score -5690518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5690524.000000 Penalty: 1039.706909
	Iteration 55Q: 3 clusters Score -5690524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5690524.000000 Penalty: 1039.706909
	Iteration 56F: 3 clusters Score -5690524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Entering Unmasked Estep 
Score: -2852392.500000 Penalty: 486.165955
	Iteration 0F: 2 clusters Score -2852392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2824067.500000 Penalty: 972.331909
	Iteration 0F: 3 clusters Score -2824068 nChanged 21268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2837903.750000 Penalty: 972.331909
	Iteration 1F: 3 clusters Score -2837904 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2839057.250000 Penalty: 972.331909
	Iteration 2F: 3 clusters Score -2839057 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2840682.250000 Penalty: 972.331909
	Iteration 3F: 3 clusters Score -2840682 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2842775.000000 Penalty: 972.331909
	Iteration 4F: 3 clusters Score -2842775 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2844649.250000 Penalty: 972.331909
	Iteration 5F: 3 clusters Score -2844649 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2845558.000000 Penalty: 972.331909
	Iteration 6F: 3 clusters Score -2845558 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2845901.500000 Penalty: 972.331909
	Iteration 7Q: 3 clusters Score -2845902 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2846021.000000 Penalty: 972.331909
	Iteration 8Q: 3 clusters Score -2846021 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2846106.000000 Penalty: 972.331909
	Iteration 9Q: 3 clusters Score -2846106 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2846197.250000 Penalty: 972.331909
	Iteration 10Q: 3 clusters Score -2846197 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2846290.250000 Penalty: 972.331909
	Iteration 11Q: 3 clusters Score -2846290 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2846367.500000 Penalty: 972.331909
	Iteration 12Q: 3 clusters Score -2846368 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2846468.500000 Penalty: 972.331909
	Iteration 13Q: 3 clusters Score -2846468 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2846599.000000 Penalty: 972.331909
	Iteration 14Q: 3 clusters Score -2846599 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2846739.000000 Penalty: 972.331909
	Iteration 15Q: 3 clusters Score -2846739 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2846907.250000 Penalty: 972.331909
	Iteration 16Q: 3 clusters Score -2846907 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -2847068.500000 Penalty: 972.331909
	Iteration 17Q: 3 clusters Score -2847068 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -2847232.750000 Penalty: 972.331909
	Iteration 18Q: 3 clusters Score -2847233 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -2847438.500000 Penalty: 972.331909
	Iteration 19Q: 3 clusters Score -2847438 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -2847691.250000 Penalty: 972.331909
	Iteration 20F: 3 clusters Score -2847691 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -2847942.250000 Penalty: 972.331909
	Iteration 21Q: 3 clusters Score -2847942 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -2848181.000000 Penalty: 972.331909
	Iteration 22Q: 3 clusters Score -2848181 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -2848389.250000 Penalty: 972.331909
	Iteration 23Q: 3 clusters Score -2848389 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -2848602.750000 Penalty: 972.331909
	Iteration 24Q: 3 clusters Score -2848603 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -2848813.750000 Penalty: 972.331909
	Iteration 25Q: 3 clusters Score -2848814 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -2848988.750000 Penalty: 972.331909
	Iteration 26Q: 3 clusters Score -2848989 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -2849203.250000 Penalty: 972.331909
	Iteration 27Q: 3 clusters Score -2849203 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -2849406.000000 Penalty: 972.331909
	Iteration 28Q: 3 clusters Score -2849406 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -2849644.500000 Penalty: 972.331909
	Iteration 29Q: 3 clusters Score -2849644 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -2849876.500000 Penalty: 972.331909
	Iteration 30Q: 3 clusters Score -2849876 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -2850069.000000 Penalty: 972.331909
	Iteration 31Q: 3 clusters Score -2850069 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -2850281.000000 Penalty: 972.331909
	Iteration 32Q: 3 clusters Score -2850281 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -2850491.250000 Penalty: 972.331909
	Iteration 33Q: 3 clusters Score -2850491 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -2850711.750000 Penalty: 972.331909
	Iteration 34Q: 3 clusters Score -2850712 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -2850935.000000 Penalty: 972.331909
	Iteration 35Q: 3 clusters Score -2850935 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -2851117.250000 Penalty: 972.331909
	Iteration 36Q: 3 clusters Score -2851117 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -2851276.000000 Penalty: 972.331909
	Iteration 37Q: 3 clusters Score -2851276 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -2851381.000000 Penalty: 972.331909
	Iteration 38Q: 3 clusters Score -2851381 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -2851498.000000 Penalty: 972.331909
	Iteration 39Q: 3 clusters Score -2851498 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -2851598.250000 Penalty: 972.331909
	Iteration 40F: 3 clusters Score -2851598 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -2851697.750000 Penalty: 972.331909
	Iteration 41Q: 3 clusters Score -2851698 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -2851768.000000 Penalty: 972.331909
	Iteration 42Q: 3 clusters Score -2851768 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -2851824.500000 Penalty: 972.331909
	Iteration 43Q: 3 clusters Score -2851824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -2851868.750000 Penalty: 972.331909
	Iteration 44Q: 3 clusters Score -2851869 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -2851909.750000 Penalty: 972.331909
	Iteration 45Q: 3 clusters Score -2851910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -2851950.750000 Penalty: 972.331909
	Iteration 46Q: 3 clusters Score -2851951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -2851958.000000 Penalty: 972.331909
	Iteration 47Q: 3 clusters Score -2851958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -2851967.750000 Penalty: 972.331909
	Iteration 48Q: 3 clusters Score -2851968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -2851989.000000 Penalty: 972.331909
	Iteration 49Q: 3 clusters Score -2851989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -2851991.500000 Penalty: 972.331909
	Iteration 50Q: 3 clusters Score -2851992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -2851997.000000 Penalty: 972.331909
	Iteration 51Q: 3 clusters Score -2851997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -2852002.000000 Penalty: 972.331909
	Iteration 52Q: 3 clusters Score -2852002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -2852009.000000 Penalty: 972.331909
	Iteration 53Q: 3 clusters Score -2852009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -2852012.500000 Penalty: 972.331909
	Iteration 54Q: 3 clusters Score -2852012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -2852010.250000 Penalty: 972.331909
	Iteration 55Q: 3 clusters Score -2852010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -2852012.750000 Penalty: 972.331909
	Iteration 56Q: 3 clusters Score -2852013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -2852011.000000 Penalty: 972.331909
	Iteration 57Q: 3 clusters Score -2852011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -2852011.250000 Penalty: 972.331909
	Iteration 58Q: 3 clusters Score -2852011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -2852012.000000 Penalty: 972.331909
	Iteration 59Q: 3 clusters Score -2852012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -2852009.500000 Penalty: 972.331909
	Iteration 60F: 3 clusters Score -2852010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -2852009.500000 Penalty: 972.331909
	Iteration 61Q: 3 clusters Score -2852010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -2852014.250000 Penalty: 972.331909
	Iteration 62Q: 3 clusters Score -2852014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -2852012.500000 Penalty: 972.331909
	Iteration 63Q: 3 clusters Score -2852012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -2852011.250000 Penalty: 972.331909
	Iteration 64Q: 3 clusters Score -2852011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -2852009.500000 Penalty: 972.331909
	Iteration 65Q: 3 clusters Score -2852010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -2852011.000000 Penalty: 972.331909
	Iteration 66Q: 3 clusters Score -2852011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -2852010.750000 Penalty: 972.331909
	Iteration 67Q: 3 clusters Score -2852011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -2852011.250000 Penalty: 972.331909
	Iteration 68Q: 3 clusters Score -2852011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -2852016.000000 Penalty: 972.331909
	Iteration 69Q: 3 clusters Score -2852016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -2852017.250000 Penalty: 972.331909
	Iteration 70Q: 3 clusters Score -2852017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -2852016.750000 Penalty: 972.331909
	Iteration 71Q: 3 clusters Score -2852017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -2852017.750000 Penalty: 972.331909
	Iteration 72Q: 3 clusters Score -2852018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -2852015.500000 Penalty: 972.331909
	Iteration 73Q: 3 clusters Score -2852016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -2852020.250000 Penalty: 972.331909
	Iteration 74Q: 3 clusters Score -2852020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -2852016.500000 Penalty: 972.331909
	Iteration 75Q: 3 clusters Score -2852016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -2852017.500000 Penalty: 972.331909
	Iteration 76Q: 3 clusters Score -2852018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -2852017.750000 Penalty: 972.331909
	Iteration 77Q: 3 clusters Score -2852018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -2852017.750000 Penalty: 972.331909
	Iteration 78Q: 3 clusters Score -2852018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -2852016.500000 Penalty: 972.331909
	Iteration 79Q: 3 clusters Score -2852016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -2852020.500000 Penalty: 972.331909
	Iteration 80F: 3 clusters Score -2852020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -2852015.000000 Penalty: 972.331909
	Iteration 81Q: 3 clusters Score -2852015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -2852017.000000 Penalty: 972.331909
	Iteration 82Q: 3 clusters Score -2852017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -2852019.250000 Penalty: 972.331909
	Iteration 83Q: 3 clusters Score -2852019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -2852022.500000 Penalty: 972.331909
	Iteration 84Q: 3 clusters Score -2852022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -2852025.750000 Penalty: 972.331909
	Iteration 85Q: 3 clusters Score -2852026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -2852027.000000 Penalty: 972.331909
	Iteration 86Q: 3 clusters Score -2852027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -2852025.000000 Penalty: 972.331909
	Iteration 87Q: 3 clusters Score -2852025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -2852025.750000 Penalty: 972.331909
	Iteration 88Q: 3 clusters Score -2852026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -2852024.750000 Penalty: 972.331909
	Iteration 89Q: 3 clusters Score -2852025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -2852027.750000 Penalty: 972.331909
	Iteration 90Q: 3 clusters Score -2852028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -2852027.750000 Penalty: 972.331909
	Iteration 91F: 3 clusters Score -2852028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Entering Unmasked Estep 
Score: -3071305.000000 Penalty: 490.123840
	Iteration 0F: 2 clusters Score -3071305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3039336.750000 Penalty: 980.247681
	Iteration 0F: 3 clusters Score -3039337 nChanged 23119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3053547.750000 Penalty: 980.247681
	Iteration 1F: 3 clusters Score -3053548 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3054441.000000 Penalty: 980.247681
	Iteration 2Q: 3 clusters Score -3054441 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3055798.750000 Penalty: 980.247681
	Iteration 3F: 3 clusters Score -3055799 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3057801.750000 Penalty: 980.247681
	Iteration 4F: 3 clusters Score -3057802 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3060340.000000 Penalty: 980.247681
	Iteration 5F: 3 clusters Score -3060340 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3062479.500000 Penalty: 980.247681
	Iteration 6F: 3 clusters Score -3062480 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3063360.500000 Penalty: 980.247681
	Iteration 7Q: 3 clusters Score -3063360 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3063673.750000 Penalty: 980.247681
	Iteration 8Q: 3 clusters Score -3063674 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3063844.000000 Penalty: 980.247681
	Iteration 9Q: 3 clusters Score -3063844 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3064016.000000 Penalty: 980.247681
	Iteration 10Q: 3 clusters Score -3064016 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3064189.250000 Penalty: 980.247681
	Iteration 11Q: 3 clusters Score -3064189 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3064380.250000 Penalty: 980.247681
	Iteration 12Q: 3 clusters Score -3064380 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3064613.750000 Penalty: 980.247681
	Iteration 13Q: 3 clusters Score -3064614 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3064921.000000 Penalty: 980.247681
	Iteration 14Q: 3 clusters Score -3064921 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3065254.750000 Penalty: 980.247681
	Iteration 15Q: 3 clusters Score -3065255 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3065580.500000 Penalty: 980.247681
	Iteration 16Q: 3 clusters Score -3065580 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3065888.500000 Penalty: 980.247681
	Iteration 17Q: 3 clusters Score -3065888 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3066209.500000 Penalty: 980.247681
	Iteration 18Q: 3 clusters Score -3066210 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3066478.750000 Penalty: 980.247681
	Iteration 19Q: 3 clusters Score -3066479 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3066779.000000 Penalty: 980.247681
	Iteration 20F: 3 clusters Score -3066779 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3067142.000000 Penalty: 980.247681
	Iteration 21Q: 3 clusters Score -3067142 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3067491.750000 Penalty: 980.247681
	Iteration 22Q: 3 clusters Score -3067492 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3067783.250000 Penalty: 980.247681
	Iteration 23Q: 3 clusters Score -3067783 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3068187.750000 Penalty: 980.247681
	Iteration 24Q: 3 clusters Score -3068188 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3068582.250000 Penalty: 980.247681
	Iteration 25Q: 3 clusters Score -3068582 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3068952.000000 Penalty: 980.247681
	Iteration 26Q: 3 clusters Score -3068952 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3069237.000000 Penalty: 980.247681
	Iteration 27Q: 3 clusters Score -3069237 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3069480.500000 Penalty: 980.247681
	Iteration 28Q: 3 clusters Score -3069480 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3069702.250000 Penalty: 980.247681
	Iteration 29Q: 3 clusters Score -3069702 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3069950.500000 Penalty: 980.247681
	Iteration 30Q: 3 clusters Score -3069950 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3070172.500000 Penalty: 980.247681
	Iteration 31Q: 3 clusters Score -3070172 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3070347.000000 Penalty: 980.247681
	Iteration 32Q: 3 clusters Score -3070347 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3070503.750000 Penalty: 980.247681
	Iteration 33Q: 3 clusters Score -3070504 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3070613.500000 Penalty: 980.247681
	Iteration 34Q: 3 clusters Score -3070614 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3070703.000000 Penalty: 980.247681
	Iteration 35Q: 3 clusters Score -3070703 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3070776.000000 Penalty: 980.247681
	Iteration 36Q: 3 clusters Score -3070776 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3070854.000000 Penalty: 980.247681
	Iteration 37Q: 3 clusters Score -3070854 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3070902.750000 Penalty: 980.247681
	Iteration 38Q: 3 clusters Score -3070903 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3070926.500000 Penalty: 980.247681
	Iteration 39Q: 3 clusters Score -3070926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3070950.000000 Penalty: 980.247681
	Iteration 40F: 3 clusters Score -3070950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3070961.500000 Penalty: 980.247681
	Iteration 41Q: 3 clusters Score -3070962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3070974.500000 Penalty: 980.247681
	Iteration 42Q: 3 clusters Score -3070974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3070985.000000 Penalty: 980.247681
	Iteration 43Q: 3 clusters Score -3070985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3070991.750000 Penalty: 980.247681
	Iteration 44Q: 3 clusters Score -3070992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3071007.250000 Penalty: 980.247681
	Iteration 45Q: 3 clusters Score -3071007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3071017.250000 Penalty: 980.247681
	Iteration 46Q: 3 clusters Score -3071017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3071018.750000 Penalty: 980.247681
	Iteration 47Q: 3 clusters Score -3071019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3071029.250000 Penalty: 980.247681
	Iteration 48Q: 3 clusters Score -3071029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3071038.250000 Penalty: 980.247681
	Iteration 49Q: 3 clusters Score -3071038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3071037.750000 Penalty: 980.247681
	Iteration 50Q: 3 clusters Score -3071038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3071036.250000 Penalty: 980.247681
	Iteration 51Q: 3 clusters Score -3071036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3071040.000000 Penalty: 980.247681
	Iteration 52Q: 3 clusters Score -3071040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3071041.500000 Penalty: 980.247681
	Iteration 53Q: 3 clusters Score -3071042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3071044.000000 Penalty: 980.247681
	Iteration 54Q: 3 clusters Score -3071044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3071048.750000 Penalty: 980.247681
	Iteration 55Q: 3 clusters Score -3071049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3071050.000000 Penalty: 980.247681
	Iteration 56Q: 3 clusters Score -3071050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3071050.750000 Penalty: 980.247681
	Iteration 57Q: 3 clusters Score -3071051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3071055.750000 Penalty: 980.247681
	Iteration 58Q: 3 clusters Score -3071056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3071051.500000 Penalty: 980.247681
	Iteration 59Q: 3 clusters Score -3071052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3071050.000000 Penalty: 980.247681
	Iteration 60F: 3 clusters Score -3071050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3071051.750000 Penalty: 980.247681
	Iteration 61Q: 3 clusters Score -3071052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3071051.250000 Penalty: 980.247681
	Iteration 62Q: 3 clusters Score -3071051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3071053.250000 Penalty: 980.247681
	Iteration 63Q: 3 clusters Score -3071053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3071054.750000 Penalty: 980.247681
	Iteration 64Q: 3 clusters Score -3071055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3071054.750000 Penalty: 980.247681
	Iteration 65F: 3 clusters Score -3071055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Entering Unmasked Estep 
Score: -1257728.875000 Penalty: 448.784454
	Iteration 0F: 2 clusters Score -1257729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1244892.750000 Penalty: 897.568909
	Iteration 0F: 3 clusters Score -1244893 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1250268.125000 Penalty: 897.568909
	Iteration 1F: 3 clusters Score -1250268 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1250606.875000 Penalty: 897.568909
	Iteration 2Q: 3 clusters Score -1250607 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1251076.000000 Penalty: 897.568909
	Iteration 3Q: 3 clusters Score -1251076 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1251728.125000 Penalty: 897.568909
	Iteration 4F: 3 clusters Score -1251728 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1252583.500000 Penalty: 897.568909
	Iteration 5F: 3 clusters Score -1252584 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1253565.625000 Penalty: 897.568909
	Iteration 6F: 3 clusters Score -1253566 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1254348.750000 Penalty: 897.568909
	Iteration 7F: 3 clusters Score -1254349 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1254856.125000 Penalty: 897.568909
	Iteration 8Q: 3 clusters Score -1254856 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1255211.625000 Penalty: 897.568909
	Iteration 9Q: 3 clusters Score -1255212 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1255500.875000 Penalty: 897.568909
	Iteration 10Q: 3 clusters Score -1255501 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1255769.250000 Penalty: 897.568909
	Iteration 11Q: 3 clusters Score -1255769 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1256060.125000 Penalty: 897.568909
	Iteration 12Q: 3 clusters Score -1256060 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1256305.375000 Penalty: 897.568909
	Iteration 13Q: 3 clusters Score -1256305 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1256503.625000 Penalty: 897.568909
	Iteration 14Q: 3 clusters Score -1256504 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1256699.750000 Penalty: 897.568909
	Iteration 15Q: 3 clusters Score -1256700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1256895.625000 Penalty: 897.568909
	Iteration 16Q: 3 clusters Score -1256896 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1257069.500000 Penalty: 897.568909
	Iteration 17Q: 3 clusters Score -1257070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1257192.125000 Penalty: 897.568909
	Iteration 18Q: 3 clusters Score -1257192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1257251.000000 Penalty: 897.568909
	Iteration 19Q: 3 clusters Score -1257251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1257293.500000 Penalty: 897.568909
	Iteration 20F: 3 clusters Score -1257294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1257314.875000 Penalty: 897.568909
	Iteration 21Q: 3 clusters Score -1257315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1257325.875000 Penalty: 897.568909
	Iteration 22Q: 3 clusters Score -1257326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1257337.375000 Penalty: 897.568909
	Iteration 23Q: 3 clusters Score -1257337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1257347.625000 Penalty: 897.568909
	Iteration 24Q: 3 clusters Score -1257348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1257348.875000 Penalty: 897.568909
	Iteration 25Q: 3 clusters Score -1257349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1257355.625000 Penalty: 897.568909
	Iteration 26Q: 3 clusters Score -1257356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1257361.000000 Penalty: 897.568909
	Iteration 27Q: 3 clusters Score -1257361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1257361.000000 Penalty: 897.568909
	Iteration 28F: 3 clusters Score -1257361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 18059 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 33322 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 78456 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 42524 members 
Mstep: Class 12 contains 43787 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 58485 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 74085 members 
Mstep: Class 28 contains 91615 members 
Mstep: Class 29 contains 43694 members 
Mstep: Class 30 contains 47665 members 
Mstep: Class 31 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234924.000000 Penalty: 18977.085938
Iteration 239Q: 32 clusters Score -4.223492e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 17915 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 33415 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 78326 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 42862 members 
Mstep: Class 12 contains 43764 members 
Mstep: Class 13 contains 41241 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 27799 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 4064 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 5781 members 
Mstep: Class 21 contains 58337 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 11749 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 73922 members 
Mstep: Class 28 contains 91583 members 
Mstep: Class 29 contains 43703 members 
Mstep: Class 30 contains 47648 members 
Mstep: Class 31 contains 19209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234940.000000 Penalty: 18977.085938
Iteration 240F: 32 clusters Score -4.223494e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 17779 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 33501 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 78214 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 43184 members 
Mstep: Class 12 contains 43719 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 4064 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 58213 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11742 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 73763 members 
Mstep: Class 28 contains 91544 members 
Mstep: Class 29 contains 43705 members 
Mstep: Class 30 contains 47633 members 
Mstep: Class 31 contains 19209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234992.000000 Penalty: 18977.085938
Iteration 241Q: 32 clusters Score -4.223499e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 17642 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 33569 members 
Mstep: Class 6 contains 1148 members 
Mstep: Class 7 contains 78108 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 43497 members 
Mstep: Class 12 contains 43708 members 
Mstep: Class 13 contains 41225 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 27829 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 4067 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 58043 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11726 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 73611 members 
Mstep: Class 28 contains 91529 members 
Mstep: Class 29 contains 43705 members 
Mstep: Class 30 contains 47605 members 
Mstep: Class 31 contains 19213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235052.000000 Penalty: 18977.085938
Iteration 242Q: 32 clusters Score -4.223505e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 33626 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 78011 members 
Mstep: Class 8 contains 1908 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 43847 members 
Mstep: Class 12 contains 43705 members 
Mstep: Class 13 contains 41215 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 6543 members 
Mstep: Class 16 contains 27844 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 57849 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 73420 members 
Mstep: Class 28 contains 91517 members 
Mstep: Class 29 contains 43702 members 
Mstep: Class 30 contains 47587 members 
Mstep: Class 31 contains 19213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235052.000000 Penalty: 18977.085938
Iteration 243Q: 32 clusters Score -4.223505e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 17356 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 33680 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 77891 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 44184 members 
Mstep: Class 12 contains 43701 members 
Mstep: Class 13 contains 41212 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 6544 members 
Mstep: Class 16 contains 27851 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 57690 members 
Mstep: Class 22 contains 1718 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 73225 members 
Mstep: Class 28 contains 91492 members 
Mstep: Class 29 contains 43698 members 
Mstep: Class 30 contains 47549 members 
Mstep: Class 31 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235152.000000 Penalty: 18977.085938
Iteration 244Q: 32 clusters Score -4.223515e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 17226 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 33714 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 77767 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 44516 members 
Mstep: Class 12 contains 43689 members 
Mstep: Class 13 contains 41204 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 27854 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 5800 members 
Mstep: Class 21 contains 57585 members 
Mstep: Class 22 contains 1718 members 
Mstep: Class 23 contains 11702 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 73022 members 
Mstep: Class 28 contains 91466 members 
Mstep: Class 29 contains 43690 members 
Mstep: Class 30 contains 47515 members 
Mstep: Class 31 contains 19226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235128.000000 Penalty: 18977.085938
Iteration 245Q: 32 clusters Score -4.223513e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 17108 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 33744 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 77633 members 
Mstep: Class 8 contains 1909 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 44832 members 
Mstep: Class 12 contains 43672 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 27858 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 5806 members 
Mstep: Class 21 contains 57536 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 11691 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 72783 members 
Mstep: Class 28 contains 91448 members 
Mstep: Class 29 contains 43685 members 
Mstep: Class 30 contains 47483 members 
Mstep: Class 31 contains 19229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235488.000000 Penalty: 18977.085938
Iteration 246Q: 32 clusters Score -4.223549e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 16994 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 33760 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 77516 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 45180 members 
Mstep: Class 12 contains 43641 members 
Mstep: Class 13 contains 41192 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 27864 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 57451 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 72524 members 
Mstep: Class 28 contains 91432 members 
Mstep: Class 29 contains 43682 members 
Mstep: Class 30 contains 47460 members 
Mstep: Class 31 contains 19227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235592.000000 Penalty: 18977.085938
Iteration 247Q: 32 clusters Score -4.223559e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 16892 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 33795 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 77435 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 45459 members 
Mstep: Class 12 contains 43646 members 
Mstep: Class 13 contains 41189 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 6554 members 
Mstep: Class 16 contains 27873 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 4085 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 57354 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 72252 members 
Mstep: Class 28 contains 91408 members 
Mstep: Class 29 contains 43681 members 
Mstep: Class 30 contains 47445 members 
Mstep: Class 31 contains 19229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235412.000000 Penalty: 18977.085938
Iteration 248Q: 32 clusters Score -4.223541e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 16793 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 33822 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 77340 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 45745 members 
Mstep: Class 12 contains 43652 members 
Mstep: Class 13 contains 41191 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 6560 members 
Mstep: Class 16 contains 27879 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 57226 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 71981 members 
Mstep: Class 28 contains 91396 members 
Mstep: Class 29 contains 43682 members 
Mstep: Class 30 contains 47443 members 
Mstep: Class 31 contains 19229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235508.000000 Penalty: 18977.085938
Iteration 249Q: 32 clusters Score -4.223551e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 16684 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2099 members 
Mstep: Class 5 contains 33838 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 77281 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 11 contains 46024 members 
Mstep: Class 12 contains 43665 members 
Mstep: Class 13 contains 41192 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 6567 members 
Mstep: Class 16 contains 27884 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 5795 members 
Mstep: Class 21 contains 57131 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 71667 members 
Mstep: Class 28 contains 91385 members 
Mstep: Class 29 contains 43681 members 
Mstep: Class 30 contains 47445 members 
Mstep: Class 31 contains 19228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235624.000000 Penalty: 18977.085938
Iteration 250Q: 32 clusters Score -4.223562e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 16587 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 33842 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 77230 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 11 contains 46269 members 
Mstep: Class 12 contains 43718 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 6567 members 
Mstep: Class 16 contains 27885 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 57081 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11645 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 71352 members 
Mstep: Class 28 contains 91378 members 
Mstep: Class 29 contains 43680 members 
Mstep: Class 30 contains 47444 members 
Mstep: Class 31 contains 19224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235680.000000 Penalty: 18977.085938
Iteration 251Q: 32 clusters Score -4.223568e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 16499 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 33838 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 77158 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 46514 members 
Mstep: Class 12 contains 43751 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 6570 members 
Mstep: Class 16 contains 27892 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 5790 members 
Mstep: Class 21 contains 57016 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11635 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 71046 members 
Mstep: Class 28 contains 91361 members 
Mstep: Class 29 contains 43679 members 
Mstep: Class 30 contains 47454 members 
Mstep: Class 31 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235696.000000 Penalty: 18977.085938
Iteration 252Q: 32 clusters Score -4.22357e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 16395 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 33844 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 77052 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 43781 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 6564 members 
Mstep: Class 16 contains 27896 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 20 contains 5790 members 
Mstep: Class 21 contains 56956 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11626 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 70738 members 
Mstep: Class 28 contains 91336 members 
Mstep: Class 29 contains 43678 members 
Mstep: Class 30 contains 47453 members 
Mstep: Class 31 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235796.000000 Penalty: 18977.085938
Iteration 253Q: 32 clusters Score -4.22358e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 16297 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 33860 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 76941 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 47043 members 
Mstep: Class 12 contains 43802 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 6568 members 
Mstep: Class 16 contains 27904 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 56893 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11622 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 70431 members 
Mstep: Class 28 contains 91319 members 
Mstep: Class 29 contains 43672 members 
Mstep: Class 30 contains 47457 members 
Mstep: Class 31 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235916.000000 Penalty: 18977.085938
Iteration 254Q: 32 clusters Score -4.223592e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 16209 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 33877 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 76844 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 47243 members 
Mstep: Class 12 contains 43833 members 
Mstep: Class 13 contains 41183 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 6566 members 
Mstep: Class 16 contains 27913 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 5788 members 
Mstep: Class 21 contains 56845 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11627 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 70103 members 
Mstep: Class 28 contains 91305 members 
Mstep: Class 29 contains 43664 members 
Mstep: Class 30 contains 47443 members 
Mstep: Class 31 contains 19217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235712.000000 Penalty: 18977.085938
Iteration 255Q: 32 clusters Score -4.223571e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 33891 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 76737 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 47395 members 
Mstep: Class 12 contains 43864 members 
Mstep: Class 13 contains 41183 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 27914 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 5788 members 
Mstep: Class 21 contains 56856 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11645 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 69759 members 
Mstep: Class 28 contains 91256 members 
Mstep: Class 29 contains 43664 members 
Mstep: Class 30 contains 47429 members 
Mstep: Class 31 contains 19216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235764.000000 Penalty: 18977.085938
Iteration 256Q: 32 clusters Score -4.223576e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 16067 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 33890 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 76655 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 47497 members 
Mstep: Class 12 contains 43866 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 4961 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 16 contains 27916 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 5790 members 
Mstep: Class 21 contains 56906 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 69411 members 
Mstep: Class 28 contains 91204 members 
Mstep: Class 29 contains 43664 members 
Mstep: Class 30 contains 47421 members 
Mstep: Class 31 contains 19215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235768.000000 Penalty: 18977.085938
Iteration 257Q: 32 clusters Score -4.223577e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 16013 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2051 members 
Mstep: Class 5 contains 33890 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 76555 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 47585 members 
Mstep: Class 12 contains 43845 members 
Mstep: Class 13 contains 41181 members 
Mstep: Class 14 contains 4960 members 
Mstep: Class 15 contains 6610 members 
Mstep: Class 16 contains 27926 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 56965 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11679 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 69079 members 
Mstep: Class 28 contains 91143 members 
Mstep: Class 29 contains 43667 members 
Mstep: Class 30 contains 47400 members 
Mstep: Class 31 contains 19212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235680.000000 Penalty: 18977.085938
Iteration 258Q: 32 clusters Score -4.223568e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 15963 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 33900 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 76472 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 47696 members 
Mstep: Class 12 contains 43811 members 
Mstep: Class 13 contains 41184 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 27936 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 56990 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11692 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 68749 members 
Mstep: Class 28 contains 91108 members 
Mstep: Class 29 contains 43669 members 
Mstep: Class 30 contains 47381 members 
Mstep: Class 31 contains 19209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235588.000000 Penalty: 18977.085938
Iteration 259Q: 32 clusters Score -4.223559e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 15908 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 33904 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 76374 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 47791 members 
Mstep: Class 12 contains 43775 members 
Mstep: Class 13 contains 41187 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 27950 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 57029 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11701 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 68416 members 
Mstep: Class 28 contains 91084 members 
Mstep: Class 29 contains 43672 members 
Mstep: Class 30 contains 47357 members 
Mstep: Class 31 contains 19207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235524.000000 Penalty: 18977.085938
Iteration 260F: 32 clusters Score -4.223552e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 15849 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 33918 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 76287 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5617 members 
Mstep: Class 11 contains 47886 members 
Mstep: Class 12 contains 43716 members 
Mstep: Class 13 contains 41185 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 6671 members 
Mstep: Class 16 contains 27962 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 57097 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 68055 members 
Mstep: Class 28 contains 91075 members 
Mstep: Class 29 contains 43673 members 
Mstep: Class 30 contains 47330 members 
Mstep: Class 31 contains 19204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235588.000000 Penalty: 18977.085938
Iteration 261Q: 32 clusters Score -4.223559e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 15797 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 33927 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 76230 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 5620 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 43682 members 
Mstep: Class 13 contains 41184 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 27970 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 57151 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11720 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 67710 members 
Mstep: Class 28 contains 91091 members 
Mstep: Class 29 contains 43668 members 
Mstep: Class 30 contains 47293 members 
Mstep: Class 31 contains 19204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235596.000000 Penalty: 18977.085938
Iteration 262Q: 32 clusters Score -4.22356e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 15745 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 33935 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 76179 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 47938 members 
Mstep: Class 12 contains 43650 members 
Mstep: Class 13 contains 41194 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 27982 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 57218 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11733 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 67355 members 
Mstep: Class 28 contains 91091 members 
Mstep: Class 29 contains 43663 members 
Mstep: Class 30 contains 47268 members 
Mstep: Class 31 contains 19205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235632.000000 Penalty: 18977.085938
Iteration 263Q: 32 clusters Score -4.223563e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 15702 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 33960 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 76120 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 47959 members 
Mstep: Class 12 contains 43609 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 27998 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 57266 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11740 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 67009 members 
Mstep: Class 28 contains 91098 members 
Mstep: Class 29 contains 43660 members 
Mstep: Class 30 contains 47248 members 
Mstep: Class 31 contains 19202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235492.000000 Penalty: 18977.085938
Iteration 264Q: 32 clusters Score -4.223549e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 33989 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 76057 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 43553 members 
Mstep: Class 13 contains 41194 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 28017 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 57305 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11752 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 66674 members 
Mstep: Class 28 contains 91087 members 
Mstep: Class 29 contains 43659 members 
Mstep: Class 30 contains 47241 members 
Mstep: Class 31 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235688.000000 Penalty: 18977.085938
Iteration 265Q: 32 clusters Score -4.223569e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 15642 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 34012 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 75988 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 48005 members 
Mstep: Class 12 contains 43484 members 
Mstep: Class 13 contains 41198 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 28030 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 57356 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11762 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 66344 members 
Mstep: Class 28 contains 91071 members 
Mstep: Class 29 contains 43662 members 
Mstep: Class 30 contains 47240 members 
Mstep: Class 31 contains 19192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235772.000000 Penalty: 18977.085938
Iteration 266Q: 32 clusters Score -4.223577e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 34054 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 75918 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 47967 members 
Mstep: Class 12 contains 43426 members 
Mstep: Class 13 contains 41203 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 28050 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 5805 members 
Mstep: Class 21 contains 57454 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11765 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 66001 members 
Mstep: Class 28 contains 91047 members 
Mstep: Class 29 contains 43664 members 
Mstep: Class 30 contains 47244 members 
Mstep: Class 31 contains 19184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235792.000000 Penalty: 18977.085938
Iteration 267Q: 32 clusters Score -4.223579e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 15606 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 34075 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 75861 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5626 members 
Mstep: Class 11 contains 47893 members 
Mstep: Class 12 contains 43377 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 6770 members 
Mstep: Class 16 contains 28073 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 5806 members 
Mstep: Class 21 contains 57531 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11766 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 65693 members 
Mstep: Class 28 contains 91028 members 
Mstep: Class 29 contains 43674 members 
Mstep: Class 30 contains 47232 members 
Mstep: Class 31 contains 19172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235940.000000 Penalty: 18977.085938
Iteration 268Q: 32 clusters Score -4.223594e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 15582 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 34104 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 75831 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5624 members 
Mstep: Class 11 contains 47851 members 
Mstep: Class 12 contains 43347 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 28094 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 4155 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 5809 members 
Mstep: Class 21 contains 57578 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11766 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2956 members 
Mstep: Class 27 contains 65394 members 
Mstep: Class 28 contains 91001 members 
Mstep: Class 29 contains 43676 members 
Mstep: Class 30 contains 47208 members 
Mstep: Class 31 contains 19167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236140.000000 Penalty: 18977.085938
Iteration 269Q: 32 clusters Score -4.223614e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 15568 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 5 contains 34128 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 75792 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 47810 members 
Mstep: Class 12 contains 43344 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 6796 members 
Mstep: Class 16 contains 28106 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 20 contains 5809 members 
Mstep: Class 21 contains 57610 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11769 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 65098 members 
Mstep: Class 28 contains 90962 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 47188 members 
Mstep: Class 31 contains 19167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236096.000000 Penalty: 18977.085938
Iteration 270Q: 32 clusters Score -4.22361e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 15561 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 34149 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75746 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 47826 members 
Mstep: Class 12 contains 43323 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6810 members 
Mstep: Class 16 contains 28112 members 
Mstep: Class 17 contains 1891 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 5809 members 
Mstep: Class 21 contains 57618 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11766 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 64797 members 
Mstep: Class 28 contains 90937 members 
Mstep: Class 29 contains 43668 members 
Mstep: Class 30 contains 47169 members 
Mstep: Class 31 contains 19167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235984.000000 Penalty: 18977.085938
Iteration 271Q: 32 clusters Score -4.223598e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 15554 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 34155 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75752 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5618 members 
Mstep: Class 11 contains 47782 members 
Mstep: Class 12 contains 43299 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 28128 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 57634 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11769 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 64498 members 
Mstep: Class 28 contains 90910 members 
Mstep: Class 29 contains 43661 members 
Mstep: Class 30 contains 47150 members 
Mstep: Class 31 contains 19165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236168.000000 Penalty: 18977.085938
Iteration 272Q: 32 clusters Score -4.223617e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 15552 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 34167 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75769 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 47714 members 
Mstep: Class 12 contains 43273 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 28139 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 57646 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 64199 members 
Mstep: Class 28 contains 90870 members 
Mstep: Class 29 contains 43658 members 
Mstep: Class 30 contains 47148 members 
Mstep: Class 31 contains 19157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236220.000000 Penalty: 18977.085938
Iteration 273Q: 32 clusters Score -4.223622e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 34175 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75755 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 47596 members 
Mstep: Class 12 contains 43250 members 
Mstep: Class 13 contains 41193 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 28147 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 57654 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11774 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 63932 members 
Mstep: Class 28 contains 90834 members 
Mstep: Class 29 contains 43655 members 
Mstep: Class 30 contains 47149 members 
Mstep: Class 31 contains 19154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236228.000000 Penalty: 18977.085938
Iteration 274Q: 32 clusters Score -4.223623e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 15529 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 34188 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75723 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 47471 members 
Mstep: Class 12 contains 43243 members 
Mstep: Class 13 contains 41188 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 28161 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 57692 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11770 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 63687 members 
Mstep: Class 28 contains 90788 members 
Mstep: Class 29 contains 43652 members 
Mstep: Class 30 contains 47124 members 
Mstep: Class 31 contains 19151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236080.000000 Penalty: 18977.085938
Iteration 275Q: 32 clusters Score -4.223608e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 15521 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 34202 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 75690 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 47326 members 
Mstep: Class 12 contains 43229 members 
Mstep: Class 13 contains 41187 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 28165 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 20 contains 5809 members 
Mstep: Class 21 contains 57753 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 63432 members 
Mstep: Class 28 contains 90766 members 
Mstep: Class 29 contains 43640 members 
Mstep: Class 30 contains 47098 members 
Mstep: Class 31 contains 19149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236196.000000 Penalty: 18977.085938
Iteration 276Q: 32 clusters Score -4.22362e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 15509 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 34210 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75656 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 43223 members 
Mstep: Class 13 contains 41181 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 28169 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 5813 members 
Mstep: Class 21 contains 57808 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11747 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 63198 members 
Mstep: Class 28 contains 90745 members 
Mstep: Class 29 contains 43640 members 
Mstep: Class 30 contains 47084 members 
Mstep: Class 31 contains 19137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236192.000000 Penalty: 18977.085938
Iteration 277Q: 32 clusters Score -4.223619e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 15501 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 34228 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75593 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 46941 members 
Mstep: Class 12 contains 43208 members 
Mstep: Class 13 contains 41180 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 28184 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 5813 members 
Mstep: Class 21 contains 57875 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11739 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 62934 members 
Mstep: Class 28 contains 90725 members 
Mstep: Class 29 contains 43639 members 
Mstep: Class 30 contains 47071 members 
Mstep: Class 31 contains 19127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236180.000000 Penalty: 18977.085938
Iteration 278Q: 32 clusters Score -4.223618e+07 nChanged 1608
Entering ConstructFrom: 
Score: -42236180.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (34149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Entering Unmasked Estep 
Score: -2193387.500000 Penalty: 474.951233
	Iteration 0F: 2 clusters Score -2193388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2170494.500000 Penalty: 949.902466
	Iteration 0F: 3 clusters Score -2170494 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2180423.250000 Penalty: 949.902466
	Iteration 1F: 3 clusters Score -2180423 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2181028.750000 Penalty: 949.902466
	Iteration 2Q: 3 clusters Score -2181029 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2181978.250000 Penalty: 949.902466
	Iteration 3Q: 3 clusters Score -2181978 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2183516.750000 Penalty: 949.902466
	Iteration 4F: 3 clusters Score -2183517 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2185465.750000 Penalty: 949.902466
	Iteration 5F: 3 clusters Score -2185466 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2187137.750000 Penalty: 949.902466
	Iteration 6F: 3 clusters Score -2187138 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2188055.500000 Penalty: 949.902466
	Iteration 7Q: 3 clusters Score -2188056 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2188394.250000 Penalty: 949.902466
	Iteration 8Q: 3 clusters Score -2188394 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2188642.250000 Penalty: 949.902466
	Iteration 9Q: 3 clusters Score -2188642 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2188885.250000 Penalty: 949.902466
	Iteration 10Q: 3 clusters Score -2188885 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -2189155.750000 Penalty: 949.902466
	Iteration 11Q: 3 clusters Score -2189156 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2189460.750000 Penalty: 949.902466
	Iteration 12Q: 3 clusters Score -2189461 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2189790.500000 Penalty: 949.902466
	Iteration 13Q: 3 clusters Score -2189790 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2190122.500000 Penalty: 949.902466
	Iteration 14Q: 3 clusters Score -2190122 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -2190520.500000 Penalty: 949.902466
	Iteration 15Q: 3 clusters Score -2190520 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -2190940.500000 Penalty: 949.902466
	Iteration 16Q: 3 clusters Score -2190940 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2191338.500000 Penalty: 949.902466
	Iteration 17Q: 3 clusters Score -2191338 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -2191734.500000 Penalty: 949.902466
	Iteration 18Q: 3 clusters Score -2191734 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -2192057.750000 Penalty: 949.902466
	Iteration 19Q: 3 clusters Score -2192058 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -2192307.250000 Penalty: 949.902466
	Iteration 20F: 3 clusters Score -2192307 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -2192509.750000 Penalty: 949.902466
	Iteration 21Q: 3 clusters Score -2192510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -2192654.500000 Penalty: 949.902466
	Iteration 22Q: 3 clusters Score -2192654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -2192750.250000 Penalty: 949.902466
	Iteration 23Q: 3 clusters Score -2192750 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -2192834.250000 Penalty: 949.902466
	Iteration 24Q: 3 clusters Score -2192834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -2192902.000000 Penalty: 949.902466
	Iteration 25Q: 3 clusters Score -2192902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -2192945.750000 Penalty: 949.902466
	Iteration 26Q: 3 clusters Score -2192946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -2192986.000000 Penalty: 949.902466
	Iteration 27Q: 3 clusters Score -2192986 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -2193011.000000 Penalty: 949.902466
	Iteration 28Q: 3 clusters Score -2193011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -2193033.250000 Penalty: 949.902466
	Iteration 29Q: 3 clusters Score -2193033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -2193062.500000 Penalty: 949.902466
	Iteration 30Q: 3 clusters Score -2193062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -2193078.750000 Penalty: 949.902466
	Iteration 31Q: 3 clusters Score -2193079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -2193103.500000 Penalty: 949.902466
	Iteration 32Q: 3 clusters Score -2193104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -2193121.250000 Penalty: 949.902466
	Iteration 33Q: 3 clusters Score -2193121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -2193137.250000 Penalty: 949.902466
	Iteration 34Q: 3 clusters Score -2193137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -2193144.000000 Penalty: 949.902466
	Iteration 35Q: 3 clusters Score -2193144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -2193157.500000 Penalty: 949.902466
	Iteration 36Q: 3 clusters Score -2193158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -2193172.250000 Penalty: 949.902466
	Iteration 37Q: 3 clusters Score -2193172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -2193176.000000 Penalty: 949.902466
	Iteration 38Q: 3 clusters Score -2193176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -2193186.750000 Penalty: 949.902466
	Iteration 39Q: 3 clusters Score -2193187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -2193192.750000 Penalty: 949.902466
	Iteration 40F: 3 clusters Score -2193193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -2193196.500000 Penalty: 949.902466
	Iteration 41Q: 3 clusters Score -2193196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -2193198.250000 Penalty: 949.902466
	Iteration 42Q: 3 clusters Score -2193198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -2193205.500000 Penalty: 949.902466
	Iteration 43Q: 3 clusters Score -2193206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -2193206.000000 Penalty: 949.902466
	Iteration 44Q: 3 clusters Score -2193206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -2193210.500000 Penalty: 949.902466
	Iteration 45Q: 3 clusters Score -2193210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -2193212.500000 Penalty: 949.902466
	Iteration 46Q: 3 clusters Score -2193212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -2193211.000000 Penalty: 949.902466
	Iteration 47Q: 3 clusters Score -2193211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -2193211.750000 Penalty: 949.902466
	Iteration 48Q: 3 clusters Score -2193212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -2193211.750000 Penalty: 949.902466
	Iteration 49Q: 3 clusters Score -2193212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -2193216.500000 Penalty: 949.902466
	Iteration 50Q: 3 clusters Score -2193216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -2193217.750000 Penalty: 949.902466
	Iteration 51Q: 3 clusters Score -2193218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -2193218.250000 Penalty: 949.902466
	Iteration 52Q: 3 clusters Score -2193218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -2193219.000000 Penalty: 949.902466
	Iteration 53Q: 3 clusters Score -2193219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -2193220.000000 Penalty: 949.902466
	Iteration 54Q: 3 clusters Score -2193220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -2193217.750000 Penalty: 949.902466
	Iteration 55Q: 3 clusters Score -2193218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -2193220.500000 Penalty: 949.902466
	Iteration 56Q: 3 clusters Score -2193220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -2193218.750000 Penalty: 949.902466
	Iteration 57Q: 3 clusters Score -2193219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -2193219.500000 Penalty: 949.902466
	Iteration 58Q: 3 clusters Score -2193220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -2193222.250000 Penalty: 949.902466
	Iteration 59Q: 3 clusters Score -2193222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -2193222.000000 Penalty: 949.902466
	Iteration 60F: 3 clusters Score -2193222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -2193223.750000 Penalty: 949.902466
	Iteration 61Q: 3 clusters Score -2193224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -2193224.000000 Penalty: 949.902466
	Iteration 62Q: 3 clusters Score -2193224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -2193221.000000 Penalty: 949.902466
	Iteration 63Q: 3 clusters Score -2193221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -2193221.000000 Penalty: 949.902466
	Iteration 64F: 3 clusters Score -2193221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Entering Unmasked Estep 
Score: -948664.312500 Penalty: 439.002258
	Iteration 0F: 2 clusters Score -948664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -938296.750000 Penalty: 878.004517
	Iteration 0F: 3 clusters Score -938296.8 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -942966.562500 Penalty: 878.004517
	Iteration 1F: 3 clusters Score -942966.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -943521.812500 Penalty: 878.004517
	Iteration 2F: 3 clusters Score -943521.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -944203.000000 Penalty: 878.004517
	Iteration 3F: 3 clusters Score -944203 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -945032.687500 Penalty: 878.004517
	Iteration 4F: 3 clusters Score -945032.7 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -945823.312500 Penalty: 878.004517
	Iteration 5F: 3 clusters Score -945823.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -946268.687500 Penalty: 878.004517
	Iteration 6Q: 3 clusters Score -946268.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -946492.812500 Penalty: 878.004517
	Iteration 7Q: 3 clusters Score -946492.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -946647.312500 Penalty: 878.004517
	Iteration 8Q: 3 clusters Score -946647.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -946794.437500 Penalty: 878.004517
	Iteration 9Q: 3 clusters Score -946794.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -946941.437500 Penalty: 878.004517
	Iteration 10Q: 3 clusters Score -946941.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -947070.937500 Penalty: 878.004517
	Iteration 11Q: 3 clusters Score -947070.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -947193.500000 Penalty: 878.004517
	Iteration 12Q: 3 clusters Score -947193.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -947317.375000 Penalty: 878.004517
	Iteration 13Q: 3 clusters Score -947317.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -947424.812500 Penalty: 878.004517
	Iteration 14Q: 3 clusters Score -947424.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -947510.875000 Penalty: 878.004517
	Iteration 15Q: 3 clusters Score -947510.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -947571.812500 Penalty: 878.004517
	Iteration 16Q: 3 clusters Score -947571.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -947633.937500 Penalty: 878.004517
	Iteration 17Q: 3 clusters Score -947633.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -947688.937500 Penalty: 878.004517
	Iteration 18Q: 3 clusters Score -947688.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -947730.875000 Penalty: 878.004517
	Iteration 19Q: 3 clusters Score -947730.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -947768.062500 Penalty: 878.004517
	Iteration 20F: 3 clusters Score -947768.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -947803.812500 Penalty: 878.004517
	Iteration 21Q: 3 clusters Score -947803.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -947838.750000 Penalty: 878.004517
	Iteration 22Q: 3 clusters Score -947838.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -947871.687500 Penalty: 878.004517
	Iteration 23Q: 3 clusters Score -947871.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -947890.562500 Penalty: 878.004517
	Iteration 24Q: 3 clusters Score -947890.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -947913.437500 Penalty: 878.004517
	Iteration 25Q: 3 clusters Score -947913.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -947929.812500 Penalty: 878.004517
	Iteration 26Q: 3 clusters Score -947929.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -947945.937500 Penalty: 878.004517
	Iteration 27Q: 3 clusters Score -947945.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -947972.625000 Penalty: 878.004517
	Iteration 28Q: 3 clusters Score -947972.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -948002.562500 Penalty: 878.004517
	Iteration 29Q: 3 clusters Score -948002.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -948025.000000 Penalty: 878.004517
	Iteration 30Q: 3 clusters Score -948025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -948050.687500 Penalty: 878.004517
	Iteration 31Q: 3 clusters Score -948050.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -948067.687500 Penalty: 878.004517
	Iteration 32Q: 3 clusters Score -948067.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -948082.812500 Penalty: 878.004517
	Iteration 33Q: 3 clusters Score -948082.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -948099.562500 Penalty: 878.004517
	Iteration 34Q: 3 clusters Score -948099.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -948112.875000 Penalty: 878.004517
	Iteration 35Q: 3 clusters Score -948112.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -948131.625000 Penalty: 878.004517
	Iteration 36Q: 3 clusters Score -948131.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -948149.437500 Penalty: 878.004517
	Iteration 37Q: 3 clusters Score -948149.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -948165.125000 Penalty: 878.004517
	Iteration 38Q: 3 clusters Score -948165.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -948185.187500 Penalty: 878.004517
	Iteration 39Q: 3 clusters Score -948185.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -948202.625000 Penalty: 878.004517
	Iteration 40F: 3 clusters Score -948202.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -948219.125000 Penalty: 878.004517
	Iteration 41Q: 3 clusters Score -948219.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -948231.062500 Penalty: 878.004517
	Iteration 42Q: 3 clusters Score -948231.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -948244.875000 Penalty: 878.004517
	Iteration 43Q: 3 clusters Score -948244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -948255.125000 Penalty: 878.004517
	Iteration 44Q: 3 clusters Score -948255.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -948267.375000 Penalty: 878.004517
	Iteration 45Q: 3 clusters Score -948267.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -948277.750000 Penalty: 878.004517
	Iteration 46Q: 3 clusters Score -948277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -948283.062500 Penalty: 878.004517
	Iteration 47Q: 3 clusters Score -948283.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -948289.625000 Penalty: 878.004517
	Iteration 48Q: 3 clusters Score -948289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -948295.812500 Penalty: 878.004517
	Iteration 49Q: 3 clusters Score -948295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -948308.437500 Penalty: 878.004517
	Iteration 50Q: 3 clusters Score -948308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -948318.437500 Penalty: 878.004517
	Iteration 51Q: 3 clusters Score -948318.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -948325.625000 Penalty: 878.004517
	Iteration 52Q: 3 clusters Score -948325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -948327.812500 Penalty: 878.004517
	Iteration 53Q: 3 clusters Score -948327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -948328.187500 Penalty: 878.004517
	Iteration 54Q: 3 clusters Score -948328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -948329.562500 Penalty: 878.004517
	Iteration 55Q: 3 clusters Score -948329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -948329.687500 Penalty: 878.004517
	Iteration 56Q: 3 clusters Score -948329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -948329.687500 Penalty: 878.004517
	Iteration 57F: 3 clusters Score -948329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -37656.421875 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -37656.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37068.898438 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -37068.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37350.664062 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -37350.66 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -37454.917969 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -37454.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -37527.722656 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -37527.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -37589.464844 Penalty: 603.990479
	Iteration 4F: 3 clusters Score -37589.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37615.585938 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -37615.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37654.726562 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -37654.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -37670.031250 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -37670.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -37684.074219 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -37684.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37696.675781 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -37696.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -37704.167969 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -37704.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -37704.742188 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -37704.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -37708.226562 Penalty: 603.990479
	Iteration 12F: 3 clusters Score -37708.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -37722.039062 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -37722.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -37726.675781 Penalty: 603.990479
	Iteration 14Q: 3 clusters Score -37726.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37727.414062 Penalty: 603.990479
	Iteration 15Q: 3 clusters Score -37727.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37727.414062 Penalty: 603.990479
	Iteration 16F: 3 clusters Score -37727.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 75566 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 46750 members 
Mstep: Class 12 contains 43182 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 5814 members 
Mstep: Class 21 contains 57937 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11721 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 62658 members 
Mstep: Class 28 contains 90688 members 
Mstep: Class 29 contains 43642 members 
Mstep: Class 30 contains 47052 members 
Mstep: Class 31 contains 19115 members 
Mstep: Class 32 contains 594 members 
Entering Unmasked Estep 
Score: -42235808.000000 Penalty: 19589.250000
Splitting cluster 3 changes total score from -42236180.000000 to -42235808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -118478.804688 Penalty: 344.361267
	Iteration 0F: 2 clusters Score -118478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -117068.648438 Penalty: 688.722534
	Iteration 0F: 3 clusters Score -117068.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -117552.468750 Penalty: 688.722534
	Iteration 1F: 3 clusters Score -117552.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -117628.539062 Penalty: 688.722534
	Iteration 2F: 3 clusters Score -117628.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -117672.867188 Penalty: 688.722534
	Iteration 3F: 3 clusters Score -117672.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -117711.382812 Penalty: 688.722534
	Iteration 4Q: 3 clusters Score -117711.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -117746.578125 Penalty: 688.722534
	Iteration 5Q: 3 clusters Score -117746.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -117779.117188 Penalty: 688.722534
	Iteration 6Q: 3 clusters Score -117779.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -117801.414062 Penalty: 688.722534
	Iteration 7Q: 3 clusters Score -117801.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -117824.765625 Penalty: 688.722534
	Iteration 8Q: 3 clusters Score -117824.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -117852.812500 Penalty: 688.722534
	Iteration 9Q: 3 clusters Score -117852.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -117884.562500 Penalty: 688.722534
	Iteration 10Q: 3 clusters Score -117884.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -117908.531250 Penalty: 688.722534
	Iteration 11Q: 3 clusters Score -117908.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -117919.757812 Penalty: 688.722534
	Iteration 12Q: 3 clusters Score -117919.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -117928.429688 Penalty: 688.722534
	Iteration 13Q: 3 clusters Score -117928.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -117931.882812 Penalty: 688.722534
	Iteration 14Q: 3 clusters Score -117931.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -117937.765625 Penalty: 688.722534
	Iteration 15Q: 3 clusters Score -117937.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -117943.695312 Penalty: 688.722534
	Iteration 16Q: 3 clusters Score -117943.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -117948.484375 Penalty: 688.722534
	Iteration 17Q: 3 clusters Score -117948.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -117954.437500 Penalty: 688.722534
	Iteration 18Q: 3 clusters Score -117954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -117960.304688 Penalty: 688.722534
	Iteration 19Q: 3 clusters Score -117960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117965.328125 Penalty: 688.722534
	Iteration 20F: 3 clusters Score -117965.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117971.515625 Penalty: 688.722534
	Iteration 21Q: 3 clusters Score -117971.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117976.343750 Penalty: 688.722534
	Iteration 22Q: 3 clusters Score -117976.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117982.296875 Penalty: 688.722534
	Iteration 23Q: 3 clusters Score -117982.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117988.164062 Penalty: 688.722534
	Iteration 24Q: 3 clusters Score -117988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -117992.476562 Penalty: 688.722534
	Iteration 25Q: 3 clusters Score -117992.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117996.687500 Penalty: 688.722534
	Iteration 26Q: 3 clusters Score -117996.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -117999.507812 Penalty: 688.722534
	Iteration 27Q: 3 clusters Score -117999.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118003.476562 Penalty: 688.722534
	Iteration 28Q: 3 clusters Score -118003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118007.101562 Penalty: 688.722534
	Iteration 29Q: 3 clusters Score -118007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118009.585938 Penalty: 688.722534
	Iteration 30Q: 3 clusters Score -118009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118011.304688 Penalty: 688.722534
	Iteration 31Q: 3 clusters Score -118011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118012.851562 Penalty: 688.722534
	Iteration 32Q: 3 clusters Score -118012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118015.257812 Penalty: 688.722534
	Iteration 33Q: 3 clusters Score -118015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118018.273438 Penalty: 688.722534
	Iteration 34Q: 3 clusters Score -118018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118021.710938 Penalty: 688.722534
	Iteration 35Q: 3 clusters Score -118021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118025.968750 Penalty: 688.722534
	Iteration 36Q: 3 clusters Score -118026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118030.054688 Penalty: 688.722534
	Iteration 37Q: 3 clusters Score -118030.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118035.031250 Penalty: 688.722534
	Iteration 38Q: 3 clusters Score -118035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118037.210938 Penalty: 688.722534
	Iteration 39Q: 3 clusters Score -118037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118038.093750 Penalty: 688.722534
	Iteration 40F: 3 clusters Score -118038.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118039.718750 Penalty: 688.722534
	Iteration 41Q: 3 clusters Score -118039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118040.531250 Penalty: 688.722534
	Iteration 42Q: 3 clusters Score -118040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118041.914062 Penalty: 688.722534
	Iteration 43Q: 3 clusters Score -118041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118044.968750 Penalty: 688.722534
	Iteration 44Q: 3 clusters Score -118045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118047.312500 Penalty: 688.722534
	Iteration 45Q: 3 clusters Score -118047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118049.031250 Penalty: 688.722534
	Iteration 46Q: 3 clusters Score -118049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118053.289062 Penalty: 688.722534
	Iteration 47Q: 3 clusters Score -118053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118055.820312 Penalty: 688.722534
	Iteration 48Q: 3 clusters Score -118055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118058.078125 Penalty: 688.722534
	Iteration 49Q: 3 clusters Score -118058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118059.320312 Penalty: 688.722534
	Iteration 50Q: 3 clusters Score -118059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118059.953125 Penalty: 688.722534
	Iteration 51Q: 3 clusters Score -118060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118060.562500 Penalty: 688.722534
	Iteration 52Q: 3 clusters Score -118060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118060.500000 Penalty: 688.722534
	Iteration 53Q: 3 clusters Score -118060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118060.500000 Penalty: 688.722534
	Iteration 54F: 3 clusters Score -118060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Entering Unmasked Estep 
Score: -2060259.125000 Penalty: 475.078949
	Iteration 0F: 2 clusters Score -2060259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2037226.125000 Penalty: 950.157898
	Iteration 0F: 3 clusters Score -2037226 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2047275.750000 Penalty: 950.157898
	Iteration 1F: 3 clusters Score -2047276 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2047977.750000 Penalty: 950.157898
	Iteration 2Q: 3 clusters Score -2047978 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2049102.250000 Penalty: 950.157898
	Iteration 3F: 3 clusters Score -2049102 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2050746.125000 Penalty: 950.157898
	Iteration 4F: 3 clusters Score -2050746 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2052634.125000 Penalty: 950.157898
	Iteration 5F: 3 clusters Score -2052634 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2054037.125000 Penalty: 950.157898
	Iteration 6F: 3 clusters Score -2054037 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2054697.125000 Penalty: 950.157898
	Iteration 7Q: 3 clusters Score -2054697 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2054944.625000 Penalty: 950.157898
	Iteration 8Q: 3 clusters Score -2054945 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2055067.375000 Penalty: 950.157898
	Iteration 9Q: 3 clusters Score -2055067 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2055154.875000 Penalty: 950.157898
	Iteration 10Q: 3 clusters Score -2055155 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2055231.375000 Penalty: 950.157898
	Iteration 11Q: 3 clusters Score -2055231 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2055331.375000 Penalty: 950.157898
	Iteration 12Q: 3 clusters Score -2055331 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2055436.750000 Penalty: 950.157898
	Iteration 13Q: 3 clusters Score -2055437 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2055559.500000 Penalty: 950.157898
	Iteration 14Q: 3 clusters Score -2055560 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2055683.500000 Penalty: 950.157898
	Iteration 15Q: 3 clusters Score -2055684 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2055803.500000 Penalty: 950.157898
	Iteration 16Q: 3 clusters Score -2055804 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2055924.125000 Penalty: 950.157898
	Iteration 17Q: 3 clusters Score -2055924 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2056064.750000 Penalty: 950.157898
	Iteration 18Q: 3 clusters Score -2056065 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2056202.000000 Penalty: 950.157898
	Iteration 19Q: 3 clusters Score -2056202 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -2056348.250000 Penalty: 950.157898
	Iteration 20F: 3 clusters Score -2056348 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2056530.750000 Penalty: 950.157898
	Iteration 21Q: 3 clusters Score -2056531 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2056746.250000 Penalty: 950.157898
	Iteration 22Q: 3 clusters Score -2056746 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2056987.250000 Penalty: 950.157898
	Iteration 23Q: 3 clusters Score -2056987 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -2057216.250000 Penalty: 950.157898
	Iteration 24Q: 3 clusters Score -2057216 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -2057457.750000 Penalty: 950.157898
	Iteration 25Q: 3 clusters Score -2057458 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -2057724.500000 Penalty: 950.157898
	Iteration 26Q: 3 clusters Score -2057724 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2057972.500000 Penalty: 950.157898
	Iteration 27Q: 3 clusters Score -2057972 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -2058226.375000 Penalty: 950.157898
	Iteration 28Q: 3 clusters Score -2058226 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -2058453.750000 Penalty: 950.157898
	Iteration 29Q: 3 clusters Score -2058454 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -2058731.125000 Penalty: 950.157898
	Iteration 30Q: 3 clusters Score -2058731 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -2058975.125000 Penalty: 950.157898
	Iteration 31Q: 3 clusters Score -2058975 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -2059176.875000 Penalty: 950.157898
	Iteration 32Q: 3 clusters Score -2059177 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -2059357.250000 Penalty: 950.157898
	Iteration 33Q: 3 clusters Score -2059357 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -2059499.875000 Penalty: 950.157898
	Iteration 34Q: 3 clusters Score -2059500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -2059597.625000 Penalty: 950.157898
	Iteration 35Q: 3 clusters Score -2059598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -2059675.750000 Penalty: 950.157898
	Iteration 36Q: 3 clusters Score -2059676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -2059736.000000 Penalty: 950.157898
	Iteration 37Q: 3 clusters Score -2059736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -2059778.875000 Penalty: 950.157898
	Iteration 38Q: 3 clusters Score -2059779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -2059801.500000 Penalty: 950.157898
	Iteration 39Q: 3 clusters Score -2059802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -2059816.250000 Penalty: 950.157898
	Iteration 40F: 3 clusters Score -2059816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -2059828.250000 Penalty: 950.157898
	Iteration 41Q: 3 clusters Score -2059828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -2059838.875000 Penalty: 950.157898
	Iteration 42Q: 3 clusters Score -2059839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -2059847.750000 Penalty: 950.157898
	Iteration 43Q: 3 clusters Score -2059848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -2059852.875000 Penalty: 950.157898
	Iteration 44Q: 3 clusters Score -2059853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -2059858.000000 Penalty: 950.157898
	Iteration 45Q: 3 clusters Score -2059858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -2059861.500000 Penalty: 950.157898
	Iteration 46Q: 3 clusters Score -2059862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -2059869.875000 Penalty: 950.157898
	Iteration 47Q: 3 clusters Score -2059870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -2059870.875000 Penalty: 950.157898
	Iteration 48Q: 3 clusters Score -2059871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -2059871.125000 Penalty: 950.157898
	Iteration 49Q: 3 clusters Score -2059871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2059870.500000 Penalty: 950.157898
	Iteration 50Q: 3 clusters Score -2059870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2059870.500000 Penalty: 950.157898
	Iteration 51F: 3 clusters Score -2059870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -70088.875000 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -70088.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69211.734375 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -69211.73 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69500.468750 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -69500.47 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -69566.039062 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -69566.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69604.445312 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -69604.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69633.335938 Penalty: 638.837341
	Iteration 4Q: 3 clusters Score -69633.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -69654.617188 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -69654.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69665.640625 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -69665.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69678.882812 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -69678.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69696.679688 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -69696.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -69719.187500 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -69719.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69739.906250 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -69739.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69749.968750 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -69749.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69758.492188 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -69758.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69764.109375 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -69764.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -69768.007812 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -69768.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -69771.164062 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -69771.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -69773.382812 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -69773.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -69775.195312 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -69775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -69777.062500 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -69777.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -69778.804688 Penalty: 638.837341
	Iteration 19Q: 3 clusters Score -69778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -69780.382812 Penalty: 638.837341
	Iteration 20F: 3 clusters Score -69780.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -69782.820312 Penalty: 638.837341
	Iteration 21Q: 3 clusters Score -69782.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -69783.671875 Penalty: 638.837341
	Iteration 22Q: 3 clusters Score -69783.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -69784.398438 Penalty: 638.837341
	Iteration 23Q: 3 clusters Score -69784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69786.320312 Penalty: 638.837341
	Iteration 24Q: 3 clusters Score -69786.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -69787.757812 Penalty: 638.837341
	Iteration 25Q: 3 clusters Score -69787.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -69791.546875 Penalty: 638.837341
	Iteration 26Q: 3 clusters Score -69791.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -69796.132812 Penalty: 638.837341
	Iteration 27Q: 3 clusters Score -69796.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -69800.265625 Penalty: 638.837341
	Iteration 28Q: 3 clusters Score -69800.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69801.867188 Penalty: 638.837341
	Iteration 29Q: 3 clusters Score -69801.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -69802.539062 Penalty: 638.837341
	Iteration 30Q: 3 clusters Score -69802.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -69802.656250 Penalty: 638.837341
	Iteration 31Q: 3 clusters Score -69802.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -69803.718750 Penalty: 638.837341
	Iteration 32Q: 3 clusters Score -69803.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -69804.632812 Penalty: 638.837341
	Iteration 33Q: 3 clusters Score -69804.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -69804.632812 Penalty: 638.837341
	Iteration 34F: 3 clusters Score -69804.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Entering Unmasked Estep 
Score: -4687125.000000 Penalty: 511.090637
	Iteration 0F: 2 clusters Score -4687125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4636374.500000 Penalty: 1022.181274
	Iteration 0F: 3 clusters Score -4636374 nChanged 36756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4659095.500000 Penalty: 1022.181274
	Iteration 1F: 3 clusters Score -4659096 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -4660116.000000 Penalty: 1022.181274
	Iteration 2Q: 3 clusters Score -4660116 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -4661983.000000 Penalty: 1022.181274
	Iteration 3Q: 3 clusters Score -4661983 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -4665331.500000 Penalty: 1022.181274
	Iteration 4F: 3 clusters Score -4665332 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -4670278.500000 Penalty: 1022.181274
	Iteration 5F: 3 clusters Score -4670278 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -4675568.000000 Penalty: 1022.181274
	Iteration 6F: 3 clusters Score -4675568 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -4679613.000000 Penalty: 1022.181274
	Iteration 7F: 3 clusters Score -4679613 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -4682195.500000 Penalty: 1022.181274
	Iteration 8Q: 3 clusters Score -4682196 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -4683814.000000 Penalty: 1022.181274
	Iteration 9Q: 3 clusters Score -4683814 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -4684847.500000 Penalty: 1022.181274
	Iteration 10Q: 3 clusters Score -4684848 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -4685597.500000 Penalty: 1022.181274
	Iteration 11Q: 3 clusters Score -4685598 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -4686056.000000 Penalty: 1022.181274
	Iteration 12Q: 3 clusters Score -4686056 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -4686293.000000 Penalty: 1022.181274
	Iteration 13Q: 3 clusters Score -4686293 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -4686444.500000 Penalty: 1022.181274
	Iteration 14Q: 3 clusters Score -4686444 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -4686548.500000 Penalty: 1022.181274
	Iteration 15Q: 3 clusters Score -4686548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -4686596.500000 Penalty: 1022.181274
	Iteration 16Q: 3 clusters Score -4686596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -4686634.000000 Penalty: 1022.181274
	Iteration 17Q: 3 clusters Score -4686634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -4686672.000000 Penalty: 1022.181274
	Iteration 18Q: 3 clusters Score -4686672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -4686681.000000 Penalty: 1022.181274
	Iteration 19Q: 3 clusters Score -4686681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -4686698.000000 Penalty: 1022.181274
	Iteration 20F: 3 clusters Score -4686698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -4686703.500000 Penalty: 1022.181274
	Iteration 21Q: 3 clusters Score -4686704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -4686707.500000 Penalty: 1022.181274
	Iteration 22Q: 3 clusters Score -4686708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -4686709.000000 Penalty: 1022.181274
	Iteration 23Q: 3 clusters Score -4686709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -4686710.500000 Penalty: 1022.181274
	Iteration 24Q: 3 clusters Score -4686710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -4686710.500000 Penalty: 1022.181274
	Iteration 25Q: 3 clusters Score -4686710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -4686711.000000 Penalty: 1022.181274
	Iteration 26Q: 3 clusters Score -4686711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -4686708.500000 Penalty: 1022.181274
	Iteration 27Q: 3 clusters Score -4686708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -4686708.500000 Penalty: 1022.181274
	Iteration 28Q: 3 clusters Score -4686708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -4686710.500000 Penalty: 1022.181274
	Iteration 29Q: 3 clusters Score -4686710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -4686712.000000 Penalty: 1022.181274
	Iteration 30Q: 3 clusters Score -4686712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -4686716.000000 Penalty: 1022.181274
	Iteration 31Q: 3 clusters Score -4686716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -4686717.000000 Penalty: 1022.181274
	Iteration 32Q: 3 clusters Score -4686717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -4686719.500000 Penalty: 1022.181274
	Iteration 33Q: 3 clusters Score -4686720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -4686721.000000 Penalty: 1022.181274
	Iteration 34Q: 3 clusters Score -4686721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -4686721.500000 Penalty: 1022.181274
	Iteration 35Q: 3 clusters Score -4686722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -4686721.500000 Penalty: 1022.181274
	Iteration 36F: 3 clusters Score -4686722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -109801.085938 Penalty: 344.149261
	Iteration 0F: 2 clusters Score -109801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -108395.101562 Penalty: 688.298523
	Iteration 0F: 3 clusters Score -108395.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -108839.546875 Penalty: 688.298523
	Iteration 1F: 3 clusters Score -108839.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108917.781250 Penalty: 688.298523
	Iteration 2F: 3 clusters Score -108917.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -108968.539062 Penalty: 688.298523
	Iteration 3F: 3 clusters Score -108968.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109016.882812 Penalty: 688.298523
	Iteration 4Q: 3 clusters Score -109016.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -109065.578125 Penalty: 688.298523
	Iteration 5Q: 3 clusters Score -109065.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -109112.773438 Penalty: 688.298523
	Iteration 6Q: 3 clusters Score -109112.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -109175.015625 Penalty: 688.298523
	Iteration 7Q: 3 clusters Score -109175 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -109247.945312 Penalty: 688.298523
	Iteration 8F: 3 clusters Score -109247.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -109321.929688 Penalty: 688.298523
	Iteration 9F: 3 clusters Score -109321.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -109395.187500 Penalty: 688.298523
	Iteration 10Q: 3 clusters Score -109395.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -109454.601562 Penalty: 688.298523
	Iteration 11Q: 3 clusters Score -109454.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -109512.859375 Penalty: 688.298523
	Iteration 12Q: 3 clusters Score -109512.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -109559.296875 Penalty: 688.298523
	Iteration 13Q: 3 clusters Score -109559.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -109595.070312 Penalty: 688.298523
	Iteration 14Q: 3 clusters Score -109595.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -109619.250000 Penalty: 688.298523
	Iteration 15Q: 3 clusters Score -109619.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -109629.734375 Penalty: 688.298523
	Iteration 16Q: 3 clusters Score -109629.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -109640.460938 Penalty: 688.298523
	Iteration 17Q: 3 clusters Score -109640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -109644.257812 Penalty: 688.298523
	Iteration 18Q: 3 clusters Score -109644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -109646.593750 Penalty: 688.298523
	Iteration 19Q: 3 clusters Score -109646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -109648.570312 Penalty: 688.298523
	Iteration 20F: 3 clusters Score -109648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -109651.960938 Penalty: 688.298523
	Iteration 21Q: 3 clusters Score -109652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -109657.070312 Penalty: 688.298523
	Iteration 22Q: 3 clusters Score -109657.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -109666.257812 Penalty: 688.298523
	Iteration 23Q: 3 clusters Score -109666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -109672.601562 Penalty: 688.298523
	Iteration 24Q: 3 clusters Score -109672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -109680.898438 Penalty: 688.298523
	Iteration 25Q: 3 clusters Score -109680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -109684.710938 Penalty: 688.298523
	Iteration 26Q: 3 clusters Score -109684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -109690.929688 Penalty: 688.298523
	Iteration 27Q: 3 clusters Score -109690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -109694.335938 Penalty: 688.298523
	Iteration 28Q: 3 clusters Score -109694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -109697.414062 Penalty: 688.298523
	Iteration 29Q: 3 clusters Score -109697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -109701.062500 Penalty: 688.298523
	Iteration 30Q: 3 clusters Score -109701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -109701.648438 Penalty: 688.298523
	Iteration 31Q: 3 clusters Score -109701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -109701.648438 Penalty: 688.298523
	Iteration 32F: 3 clusters Score -109701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -142974.062500 Penalty: 356.698425
	Iteration 0F: 2 clusters Score -142974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -141163.390625 Penalty: 713.396851
	Iteration 0F: 3 clusters Score -141163.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -141828.937500 Penalty: 713.396851
	Iteration 1F: 3 clusters Score -141828.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -141967.875000 Penalty: 713.396851
	Iteration 2F: 3 clusters Score -141967.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -142081.359375 Penalty: 713.396851
	Iteration 3F: 3 clusters Score -142081.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -142192.390625 Penalty: 713.396851
	Iteration 4F: 3 clusters Score -142192.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -142318.875000 Penalty: 713.396851
	Iteration 5F: 3 clusters Score -142318.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -142427.468750 Penalty: 713.396851
	Iteration 6F: 3 clusters Score -142427.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -142536.531250 Penalty: 713.396851
	Iteration 7F: 3 clusters Score -142536.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -142612.453125 Penalty: 713.396851
	Iteration 8Q: 3 clusters Score -142612.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -142661.500000 Penalty: 713.396851
	Iteration 9Q: 3 clusters Score -142661.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -142681.671875 Penalty: 713.396851
	Iteration 10Q: 3 clusters Score -142681.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -142697.562500 Penalty: 713.396851
	Iteration 11Q: 3 clusters Score -142697.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -142706.062500 Penalty: 713.396851
	Iteration 12Q: 3 clusters Score -142706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -142712.890625 Penalty: 713.396851
	Iteration 13Q: 3 clusters Score -142712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -142718.921875 Penalty: 713.396851
	Iteration 14Q: 3 clusters Score -142718.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -142722.625000 Penalty: 713.396851
	Iteration 15Q: 3 clusters Score -142722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -142731.140625 Penalty: 713.396851
	Iteration 16Q: 3 clusters Score -142731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -142740.171875 Penalty: 713.396851
	Iteration 17Q: 3 clusters Score -142740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -142751.734375 Penalty: 713.396851
	Iteration 18Q: 3 clusters Score -142751.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -142758.406250 Penalty: 713.396851
	Iteration 19Q: 3 clusters Score -142758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -142760.562500 Penalty: 713.396851
	Iteration 20F: 3 clusters Score -142760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -142763.281250 Penalty: 713.396851
	Iteration 21Q: 3 clusters Score -142763.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -142764.109375 Penalty: 713.396851
	Iteration 22Q: 3 clusters Score -142764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -142764.265625 Penalty: 713.396851
	Iteration 23Q: 3 clusters Score -142764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -142764.968750 Penalty: 713.396851
	Iteration 24Q: 3 clusters Score -142765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -142766.984375 Penalty: 713.396851
	Iteration 25Q: 3 clusters Score -142767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -142768.671875 Penalty: 713.396851
	Iteration 26Q: 3 clusters Score -142768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -142771.593750 Penalty: 713.396851
	Iteration 27Q: 3 clusters Score -142771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -142773.562500 Penalty: 713.396851
	Iteration 28Q: 3 clusters Score -142773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -142774.968750 Penalty: 713.396851
	Iteration 29Q: 3 clusters Score -142775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -142775.828125 Penalty: 713.396851
	Iteration 30Q: 3 clusters Score -142775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -142776.281250 Penalty: 713.396851
	Iteration 31Q: 3 clusters Score -142776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -142776.343750 Penalty: 713.396851
	Iteration 32Q: 3 clusters Score -142776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -142777.234375 Penalty: 713.396851
	Iteration 33Q: 3 clusters Score -142777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -142777.468750 Penalty: 713.396851
	Iteration 34Q: 3 clusters Score -142777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -142777.468750 Penalty: 713.396851
	Iteration 35F: 3 clusters Score -142777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -332666.250000 Penalty: 392.802338
	Iteration 0F: 2 clusters Score -332666.2 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 2831 members 
Entering Unmasked Estep 
Score: -328926.000000 Penalty: 785.604675
	Iteration 0F: 3 clusters Score -328926 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -330478.375000 Penalty: 785.604675
	Iteration 1F: 3 clusters Score -330478.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -330630.843750 Penalty: 785.604675
	Iteration 2F: 3 clusters Score -330630.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -330773.406250 Penalty: 785.604675
	Iteration 3F: 3 clusters Score -330773.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -330923.468750 Penalty: 785.604675
	Iteration 4Q: 3 clusters Score -330923.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -331098.875000 Penalty: 785.604675
	Iteration 5Q: 3 clusters Score -331098.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -331306.343750 Penalty: 785.604675
	Iteration 6F: 3 clusters Score -331306.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -331487.750000 Penalty: 785.604675
	Iteration 7F: 3 clusters Score -331487.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -331604.562500 Penalty: 785.604675
	Iteration 8Q: 3 clusters Score -331604.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -331659.125000 Penalty: 785.604675
	Iteration 9Q: 3 clusters Score -331659.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -331681.875000 Penalty: 785.604675
	Iteration 10Q: 3 clusters Score -331681.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -331703.625000 Penalty: 785.604675
	Iteration 11Q: 3 clusters Score -331703.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -331720.812500 Penalty: 785.604675
	Iteration 12Q: 3 clusters Score -331720.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -331736.062500 Penalty: 785.604675
	Iteration 13Q: 3 clusters Score -331736.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -331748.968750 Penalty: 785.604675
	Iteration 14Q: 3 clusters Score -331749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -331760.968750 Penalty: 785.604675
	Iteration 15Q: 3 clusters Score -331761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -331775.093750 Penalty: 785.604675
	Iteration 16Q: 3 clusters Score -331775.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -331789.625000 Penalty: 785.604675
	Iteration 17Q: 3 clusters Score -331789.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -331806.843750 Penalty: 785.604675
	Iteration 18Q: 3 clusters Score -331806.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -331821.843750 Penalty: 785.604675
	Iteration 19Q: 3 clusters Score -331821.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -331842.656250 Penalty: 785.604675
	Iteration 20F: 3 clusters Score -331842.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -331866.531250 Penalty: 785.604675
	Iteration 21Q: 3 clusters Score -331866.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -331894.375000 Penalty: 785.604675
	Iteration 22Q: 3 clusters Score -331894.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -331917.875000 Penalty: 785.604675
	Iteration 23Q: 3 clusters Score -331917.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -331942.343750 Penalty: 785.604675
	Iteration 24Q: 3 clusters Score -331942.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -331971.468750 Penalty: 785.604675
	Iteration 25Q: 3 clusters Score -331971.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -332008.437500 Penalty: 785.604675
	Iteration 26Q: 3 clusters Score -332008.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -332056.968750 Penalty: 785.604675
	Iteration 27Q: 3 clusters Score -332057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -332122.343750 Penalty: 785.604675
	Iteration 28Q: 3 clusters Score -332122.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -332195.968750 Penalty: 785.604675
	Iteration 29Q: 3 clusters Score -332196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -332279.031250 Penalty: 785.604675
	Iteration 30Q: 3 clusters Score -332279 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -332335.406250 Penalty: 785.604675
	Iteration 31Q: 3 clusters Score -332335.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -332368.406250 Penalty: 785.604675
	Iteration 32Q: 3 clusters Score -332368.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -332388.500000 Penalty: 785.604675
	Iteration 33Q: 3 clusters Score -332388.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -332402.281250 Penalty: 785.604675
	Iteration 34Q: 3 clusters Score -332402.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -332409.625000 Penalty: 785.604675
	Iteration 35Q: 3 clusters Score -332409.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -332416.968750 Penalty: 785.604675
	Iteration 36Q: 3 clusters Score -332417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -332421.812500 Penalty: 785.604675
	Iteration 37Q: 3 clusters Score -332421.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -332426.375000 Penalty: 785.604675
	Iteration 38Q: 3 clusters Score -332426.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -332429.687500 Penalty: 785.604675
	Iteration 39Q: 3 clusters Score -332429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -332433.500000 Penalty: 785.604675
	Iteration 40F: 3 clusters Score -332433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -332435.406250 Penalty: 785.604675
	Iteration 41Q: 3 clusters Score -332435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -332436.593750 Penalty: 785.604675
	Iteration 42Q: 3 clusters Score -332436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -332437.156250 Penalty: 785.604675
	Iteration 43Q: 3 clusters Score -332437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -332437.031250 Penalty: 785.604675
	Iteration 44Q: 3 clusters Score -332437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -332436.781250 Penalty: 785.604675
	Iteration 45Q: 3 clusters Score -332436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -332437.687500 Penalty: 785.604675
	Iteration 46Q: 3 clusters Score -332437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -332437.500000 Penalty: 785.604675
	Iteration 47Q: 3 clusters Score -332437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -332438.187500 Penalty: 785.604675
	Iteration 48Q: 3 clusters Score -332438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -332438.062500 Penalty: 785.604675
	Iteration 49Q: 3 clusters Score -332438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -332438.875000 Penalty: 785.604675
	Iteration 50Q: 3 clusters Score -332438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -332438.875000 Penalty: 785.604675
	Iteration 51Q: 3 clusters Score -332438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -332439.812500 Penalty: 785.604675
	Iteration 52Q: 3 clusters Score -332439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -332440.781250 Penalty: 785.604675
	Iteration 53Q: 3 clusters Score -332440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -332441.156250 Penalty: 785.604675
	Iteration 54Q: 3 clusters Score -332441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -332441.187500 Penalty: 785.604675
	Iteration 55Q: 3 clusters Score -332441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -332442.218750 Penalty: 785.604675
	Iteration 56Q: 3 clusters Score -332442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -332441.781250 Penalty: 785.604675
	Iteration 57Q: 3 clusters Score -332441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -332441.781250 Penalty: 785.604675
	Iteration 58F: 3 clusters Score -332441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Entering Unmasked Estep 
Score: -3004757.500000 Penalty: 489.241913
	Iteration 0F: 2 clusters Score -3004758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2973930.000000 Penalty: 978.483826
	Iteration 0F: 3 clusters Score -2973930 nChanged 22557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2988381.000000 Penalty: 978.483826
	Iteration 1F: 3 clusters Score -2988381 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2989145.250000 Penalty: 978.483826
	Iteration 2Q: 3 clusters Score -2989145 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2990063.000000 Penalty: 978.483826
	Iteration 3Q: 3 clusters Score -2990063 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2991116.750000 Penalty: 978.483826
	Iteration 4Q: 3 clusters Score -2991117 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2992528.750000 Penalty: 978.483826
	Iteration 5F: 3 clusters Score -2992529 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2994214.750000 Penalty: 978.483826
	Iteration 6F: 3 clusters Score -2994215 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2996032.000000 Penalty: 978.483826
	Iteration 7F: 3 clusters Score -2996032 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2997455.250000 Penalty: 978.483826
	Iteration 8F: 3 clusters Score -2997455 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2998137.750000 Penalty: 978.483826
	Iteration 9Q: 3 clusters Score -2998138 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -2998511.500000 Penalty: 978.483826
	Iteration 10Q: 3 clusters Score -2998512 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2998804.250000 Penalty: 978.483826
	Iteration 11Q: 3 clusters Score -2998804 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -2999107.500000 Penalty: 978.483826
	Iteration 12Q: 3 clusters Score -2999108 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2999429.000000 Penalty: 978.483826
	Iteration 13Q: 3 clusters Score -2999429 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2999715.000000 Penalty: 978.483826
	Iteration 14Q: 3 clusters Score -2999715 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2999970.250000 Penalty: 978.483826
	Iteration 15Q: 3 clusters Score -2999970 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3000272.250000 Penalty: 978.483826
	Iteration 16Q: 3 clusters Score -3000272 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3000574.750000 Penalty: 978.483826
	Iteration 17Q: 3 clusters Score -3000575 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3000822.500000 Penalty: 978.483826
	Iteration 18Q: 3 clusters Score -3000822 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3001017.500000 Penalty: 978.483826
	Iteration 19Q: 3 clusters Score -3001018 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3001142.500000 Penalty: 978.483826
	Iteration 20F: 3 clusters Score -3001142 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3001260.750000 Penalty: 978.483826
	Iteration 21Q: 3 clusters Score -3001261 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3001366.250000 Penalty: 978.483826
	Iteration 22Q: 3 clusters Score -3001366 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3001429.500000 Penalty: 978.483826
	Iteration 23Q: 3 clusters Score -3001430 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3001471.000000 Penalty: 978.483826
	Iteration 24Q: 3 clusters Score -3001471 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3001505.500000 Penalty: 978.483826
	Iteration 25Q: 3 clusters Score -3001506 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3001549.500000 Penalty: 978.483826
	Iteration 26Q: 3 clusters Score -3001550 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3001562.750000 Penalty: 978.483826
	Iteration 27Q: 3 clusters Score -3001563 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3001600.750000 Penalty: 978.483826
	Iteration 28Q: 3 clusters Score -3001601 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3001635.250000 Penalty: 978.483826
	Iteration 29Q: 3 clusters Score -3001635 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3001680.500000 Penalty: 978.483826
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Mstep: Class 1 contains 25350 members 
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Mstep: Class 1 contains 25893 members 
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Mstep: Class 1 contains 26170 members 
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Mstep: Class 1 contains 27537 members 
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Mstep: Class 1 contains 27798 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3001933 nChanged 244
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	Iteration 115Q: 3 clusters Score -3003302 nChanged 137
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	Iteration 121Q: 3 clusters Score -3003410 nChanged 137
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	Iteration 122Q: 3 clusters Score -3003433 nChanged 145
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	Iteration 123Q: 3 clusters Score -3003443 nChanged 152
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	Iteration 124Q: 3 clusters Score -3003460 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3003481 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3003493 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3003509 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3003540 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3003561 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3003582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3003605.750000 Penalty: 978.483826
	Iteration 131Q: 3 clusters Score -3003606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3003633 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3003649.000000 Penalty: 978.483826
	Iteration 133Q: 3 clusters Score -3003649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3003685 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3003716.000000 Penalty: 978.483826
	Iteration 135Q: 3 clusters Score -3003716 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3003769 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3003804 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3003855 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3003917 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3003972 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3004013 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3004046.250000 Penalty: 978.483826
	Iteration 142Q: 3 clusters Score -3004046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3004086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3004110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3004132.500000 Penalty: 978.483826
	Iteration 145Q: 3 clusters Score -3004132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3004178.000000 Penalty: 978.483826
	Iteration 146Q: 3 clusters Score -3004178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3004223.000000 Penalty: 978.483826
	Iteration 147Q: 3 clusters Score -3004223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3004245.250000 Penalty: 978.483826
	Iteration 148Q: 3 clusters Score -3004245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3004268.000000 Penalty: 978.483826
	Iteration 149Q: 3 clusters Score -3004268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3004280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3004303.250000 Penalty: 978.483826
	Iteration 151Q: 3 clusters Score -3004303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3004312.500000 Penalty: 978.483826
	Iteration 152Q: 3 clusters Score -3004312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3004313.750000 Penalty: 978.483826
	Iteration 153Q: 3 clusters Score -3004314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3004320.250000 Penalty: 978.483826
	Iteration 154Q: 3 clusters Score -3004320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3004317.500000 Penalty: 978.483826
	Iteration 155Q: 3 clusters Score -3004318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3004320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3004327.750000 Penalty: 978.483826
	Iteration 157Q: 3 clusters Score -3004328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3004330.250000 Penalty: 978.483826
	Iteration 158Q: 3 clusters Score -3004330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3004329.000000 Penalty: 978.483826
	Iteration 159Q: 3 clusters Score -3004329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3004343.000000 Penalty: 978.483826
	Iteration 160F: 3 clusters Score -3004343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3004339.750000 Penalty: 978.483826
	Iteration 161Q: 3 clusters Score -3004340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3004347.250000 Penalty: 978.483826
	Iteration 162Q: 3 clusters Score -3004347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3004351.250000 Penalty: 978.483826
	Iteration 163Q: 3 clusters Score -3004351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3004354.750000 Penalty: 978.483826
	Iteration 164Q: 3 clusters Score -3004355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3004354.500000 Penalty: 978.483826
	Iteration 165Q: 3 clusters Score -3004354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3004366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3004368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3004374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3004378.250000 Penalty: 978.483826
	Iteration 169Q: 3 clusters Score -3004378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3004385.000000 Penalty: 978.483826
	Iteration 170Q: 3 clusters Score -3004385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3004390.750000 Penalty: 978.483826
	Iteration 171Q: 3 clusters Score -3004391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3004388.000000 Penalty: 978.483826
	Iteration 172Q: 3 clusters Score -3004388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3004394.250000 Penalty: 978.483826
	Iteration 173Q: 3 clusters Score -3004394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3004396.500000 Penalty: 978.483826
	Iteration 174Q: 3 clusters Score -3004396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3004395.250000 Penalty: 978.483826
	Iteration 175Q: 3 clusters Score -3004395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3004395.750000 Penalty: 978.483826
	Iteration 176Q: 3 clusters Score -3004396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3004400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3004399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3004401.500000 Penalty: 978.483826
	Iteration 179Q: 3 clusters Score -3004402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3004402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3004402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3004402.750000 Penalty: 978.483826
	Iteration 182Q: 3 clusters Score -3004403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3004404.250000 Penalty: 978.483826
	Iteration 183Q: 3 clusters Score -3004404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3004406.000000 Penalty: 978.483826
	Iteration 184Q: 3 clusters Score -3004406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3004404.250000 Penalty: 978.483826
	Iteration 185Q: 3 clusters Score -3004404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3004404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3004408.500000 Penalty: 978.483826
	Iteration 187Q: 3 clusters Score -3004408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3004406.000000 Penalty: 978.483826
	Iteration 188Q: 3 clusters Score -3004406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3004409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3004409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3004409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
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	Iteration 192F: 3 clusters Score -3004409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43182 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2837570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2810415 nChanged 20965
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2822790 nChanged 1634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2823306 nChanged 1808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2824131 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2825743 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -2828174.000000 Penalty: 971.259277
	Iteration 5F: 3 clusters Score -2828174 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2830793 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -2832828.500000 Penalty: 971.259277
	Iteration 7F: 3 clusters Score -2832828 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2834078 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2834764 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2835228 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -2835541.500000 Penalty: 971.259277
	Iteration 11Q: 3 clusters Score -2835542 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -2835849.750000 Penalty: 971.259277
	Iteration 12Q: 3 clusters Score -2835850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2836076 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -2836262.250000 Penalty: 971.259277
	Iteration 14Q: 3 clusters Score -2836262 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -2836331.500000 Penalty: 971.259277
	Iteration 15Q: 3 clusters Score -2836332 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -2836425.250000 Penalty: 971.259277
	Iteration 16Q: 3 clusters Score -2836425 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -2836549.500000 Penalty: 971.259277
	Iteration 17Q: 3 clusters Score -2836550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -2836629.250000 Penalty: 971.259277
	Iteration 18Q: 3 clusters Score -2836629 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -2836722.000000 Penalty: 971.259277
	Iteration 19Q: 3 clusters Score -2836722 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -2836782.500000 Penalty: 971.259277
	Iteration 20F: 3 clusters Score -2836782 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -2836830.000000 Penalty: 971.259277
	Iteration 21Q: 3 clusters Score -2836830 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -2836915.750000 Penalty: 971.259277
	Iteration 22Q: 3 clusters Score -2836916 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -2836997.500000 Penalty: 971.259277
	Iteration 23Q: 3 clusters Score -2836998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -2837030.250000 Penalty: 971.259277
	Iteration 24Q: 3 clusters Score -2837030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -2837066.250000 Penalty: 971.259277
	Iteration 25Q: 3 clusters Score -2837066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -2837098.000000 Penalty: 971.259277
	Iteration 26Q: 3 clusters Score -2837098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -2837119.000000 Penalty: 971.259277
	Iteration 27Q: 3 clusters Score -2837119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -2837132.250000 Penalty: 971.259277
	Iteration 28Q: 3 clusters Score -2837132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -2837145.500000 Penalty: 971.259277
	Iteration 29Q: 3 clusters Score -2837146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -2837173.250000 Penalty: 971.259277
	Iteration 30Q: 3 clusters Score -2837173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -2837183.750000 Penalty: 971.259277
	Iteration 31Q: 3 clusters Score -2837184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -2837207.000000 Penalty: 971.259277
	Iteration 32Q: 3 clusters Score -2837207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -2837220.000000 Penalty: 971.259277
	Iteration 33Q: 3 clusters Score -2837220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -2837224.750000 Penalty: 971.259277
	Iteration 34Q: 3 clusters Score -2837225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -2837216.750000 Penalty: 971.259277
	Iteration 35Q: 3 clusters Score -2837217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -2837221.250000 Penalty: 971.259277
	Iteration 36Q: 3 clusters Score -2837221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -2837219.750000 Penalty: 971.259277
	Iteration 37Q: 3 clusters Score -2837220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -2837211.000000 Penalty: 971.259277
	Iteration 38Q: 3 clusters Score -2837211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -2837208.250000 Penalty: 971.259277
	Iteration 39Q: 3 clusters Score -2837208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -2837206.750000 Penalty: 971.259277
	Iteration 40F: 3 clusters Score -2837207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -2837205.500000 Penalty: 971.259277
	Iteration 41Q: 3 clusters Score -2837206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -2837204.750000 Penalty: 971.259277
	Iteration 42Q: 3 clusters Score -2837205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -2837204.000000 Penalty: 971.259277
	Iteration 43Q: 3 clusters Score -2837204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -2837205.500000 Penalty: 971.259277
	Iteration 44Q: 3 clusters Score -2837206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -2837204.750000 Penalty: 971.259277
	Iteration 45Q: 3 clusters Score -2837205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -2837203.250000 Penalty: 971.259277
	Iteration 46Q: 3 clusters Score -2837203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -2837205.250000 Penalty: 971.259277
	Iteration 47Q: 3 clusters Score -2837205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -2837203.500000 Penalty: 971.259277
	Iteration 48Q: 3 clusters Score -2837204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -2837208.750000 Penalty: 971.259277
	Iteration 49Q: 3 clusters Score -2837209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -2837210.750000 Penalty: 971.259277
	Iteration 50Q: 3 clusters Score -2837211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -2837211.750000 Penalty: 971.259277
	Iteration 51Q: 3 clusters Score -2837212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -2837213.750000 Penalty: 971.259277
	Iteration 52Q: 3 clusters Score -2837214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -2837215.250000 Penalty: 971.259277
	Iteration 53Q: 3 clusters Score -2837215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -2837213.750000 Penalty: 971.259277
	Iteration 54Q: 3 clusters Score -2837214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -2837214.000000 Penalty: 971.259277
	Iteration 55Q: 3 clusters Score -2837214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -2837214.000000 Penalty: 971.259277
	Iteration 56F: 3 clusters Score -2837214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Entering Unmasked Estep 
Score: -2725006.250000 Penalty: 483.471924
	Iteration 0F: 2 clusters Score -2725006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2698658.500000 Penalty: 966.943848
	Iteration 0F: 3 clusters Score -2698658 nChanged 19798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2710732.000000 Penalty: 966.943848
	Iteration 1F: 3 clusters Score -2710732 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2711481.750000 Penalty: 966.943848
	Iteration 2Q: 3 clusters Score -2711482 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2712682.000000 Penalty: 966.943848
	Iteration 3F: 3 clusters Score -2712682 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2714514.750000 Penalty: 966.943848
	Iteration 4F: 3 clusters Score -2714515 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2717223.500000 Penalty: 966.943848
	Iteration 5F: 3 clusters Score -2717224 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2720449.500000 Penalty: 966.943848
	Iteration 6F: 3 clusters Score -2720450 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2722860.750000 Penalty: 966.943848
	Iteration 7F: 3 clusters Score -2722861 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2723906.000000 Penalty: 966.943848
	Iteration 8Q: 3 clusters Score -2723906 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2724352.000000 Penalty: 966.943848
	Iteration 9Q: 3 clusters Score -2724352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2724444.000000 Penalty: 966.943848
	Iteration 10Q: 3 clusters Score -2724444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2724488.250000 Penalty: 966.943848
	Iteration 11Q: 3 clusters Score -2724488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2724521.750000 Penalty: 966.943848
	Iteration 12Q: 3 clusters Score -2724522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2724532.250000 Penalty: 966.943848
	Iteration 13Q: 3 clusters Score -2724532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2724551.000000 Penalty: 966.943848
	Iteration 14Q: 3 clusters Score -2724551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2724553.750000 Penalty: 966.943848
	Iteration 15Q: 3 clusters Score -2724554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2724558.750000 Penalty: 966.943848
	Iteration 16Q: 3 clusters Score -2724559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2724565.000000 Penalty: 966.943848
	Iteration 17Q: 3 clusters Score -2724565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2724568.000000 Penalty: 966.943848
	Iteration 18Q: 3 clusters Score -2724568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2724572.750000 Penalty: 966.943848
	Iteration 19Q: 3 clusters Score -2724573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2724571.000000 Penalty: 966.943848
	Iteration 20F: 3 clusters Score -2724571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2724576.750000 Penalty: 966.943848
	Iteration 21Q: 3 clusters Score -2724577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2724578.750000 Penalty: 966.943848
	Iteration 22Q: 3 clusters Score -2724579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2724578.750000 Penalty: 966.943848
	Iteration 23F: 3 clusters Score -2724579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -288303.187500 Penalty: 385.475403
	Iteration 0F: 2 clusters Score -288303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -285030.343750 Penalty: 770.950806
	Iteration 0F: 3 clusters Score -285030.3 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -286253.781250 Penalty: 770.950806
	Iteration 1F: 3 clusters Score -286253.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -286374.531250 Penalty: 770.950806
	Iteration 2F: 3 clusters Score -286374.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -286531.281250 Penalty: 770.950806
	Iteration 3F: 3 clusters Score -286531.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -286757.812500 Penalty: 770.950806
	Iteration 4F: 3 clusters Score -286757.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287037.468750 Penalty: 770.950806
	Iteration 5F: 3 clusters Score -287037.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -287280.406250 Penalty: 770.950806
	Iteration 6F: 3 clusters Score -287280.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -287478.937500 Penalty: 770.950806
	Iteration 7Q: 3 clusters Score -287478.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -287621.593750 Penalty: 770.950806
	Iteration 8Q: 3 clusters Score -287621.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -287719.000000 Penalty: 770.950806
	Iteration 9Q: 3 clusters Score -287719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -287779.031250 Penalty: 770.950806
	Iteration 10Q: 3 clusters Score -287779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -287824.656250 Penalty: 770.950806
	Iteration 11Q: 3 clusters Score -287824.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -287856.531250 Penalty: 770.950806
	Iteration 12Q: 3 clusters Score -287856.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -287876.343750 Penalty: 770.950806
	Iteration 13Q: 3 clusters Score -287876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -287888.843750 Penalty: 770.950806
	Iteration 14Q: 3 clusters Score -287888.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287897.843750 Penalty: 770.950806
	Iteration 15Q: 3 clusters Score -287897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -287904.250000 Penalty: 770.950806
	Iteration 16Q: 3 clusters Score -287904.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -287911.781250 Penalty: 770.950806
	Iteration 17Q: 3 clusters Score -287911.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -287917.625000 Penalty: 770.950806
	Iteration 18Q: 3 clusters Score -287917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -287921.250000 Penalty: 770.950806
	Iteration 19Q: 3 clusters Score -287921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -287926.062500 Penalty: 770.950806
	Iteration 20F: 3 clusters Score -287926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -287930.750000 Penalty: 770.950806
	Iteration 21Q: 3 clusters Score -287930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -287933.718750 Penalty: 770.950806
	Iteration 22Q: 3 clusters Score -287933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -287936.781250 Penalty: 770.950806
	Iteration 23Q: 3 clusters Score -287936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -287941.468750 Penalty: 770.950806
	Iteration 24Q: 3 clusters Score -287941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -287942.937500 Penalty: 770.950806
	Iteration 25Q: 3 clusters Score -287942.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -287944.593750 Penalty: 770.950806
	Iteration 26Q: 3 clusters Score -287944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -287946.281250 Penalty: 770.950806
	Iteration 27Q: 3 clusters Score -287946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -287946.937500 Penalty: 770.950806
	Iteration 28Q: 3 clusters Score -287946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -287946.906250 Penalty: 770.950806
	Iteration 29Q: 3 clusters Score -287946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -287949.718750 Penalty: 770.950806
	Iteration 30Q: 3 clusters Score -287949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -287952.031250 Penalty: 770.950806
	Iteration 31Q: 3 clusters Score -287952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -287953.156250 Penalty: 770.950806
	Iteration 32Q: 3 clusters Score -287953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -287955.500000 Penalty: 770.950806
	Iteration 33Q: 3 clusters Score -287955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -287956.187500 Penalty: 770.950806
	Iteration 34Q: 3 clusters Score -287956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -287959.093750 Penalty: 770.950806
	Iteration 35Q: 3 clusters Score -287959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -287960.093750 Penalty: 770.950806
	Iteration 36Q: 3 clusters Score -287960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -287960.187500 Penalty: 770.950806
	Iteration 37Q: 3 clusters Score -287960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -287961.343750 Penalty: 770.950806
	Iteration 38Q: 3 clusters Score -287961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -287963.031250 Penalty: 770.950806
	Iteration 39Q: 3 clusters Score -287963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -287965.968750 Penalty: 770.950806
	Iteration 40F: 3 clusters Score -287966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -287969.531250 Penalty: 770.950806
	Iteration 41Q: 3 clusters Score -287969.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -287972.000000 Penalty: 770.950806
	Iteration 42Q: 3 clusters Score -287972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -287974.625000 Penalty: 770.950806
	Iteration 43Q: 3 clusters Score -287974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -287975.718750 Penalty: 770.950806
	Iteration 44Q: 3 clusters Score -287975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -287980.562500 Penalty: 770.950806
	Iteration 45Q: 3 clusters Score -287980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -287983.312500 Penalty: 770.950806
	Iteration 46Q: 3 clusters Score -287983.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -287988.968750 Penalty: 770.950806
	Iteration 47Q: 3 clusters Score -287989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -287992.000000 Penalty: 770.950806
	Iteration 48Q: 3 clusters Score -287992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -287995.437500 Penalty: 770.950806
	Iteration 49Q: 3 clusters Score -287995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -287999.250000 Penalty: 770.950806
	Iteration 50Q: 3 clusters Score -287999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -288000.093750 Penalty: 770.950806
	Iteration 51Q: 3 clusters Score -288000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -288001.000000 Penalty: 770.950806
	Iteration 52Q: 3 clusters Score -288001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -288001.000000 Penalty: 770.950806
	Iteration 53Q: 3 clusters Score -288001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -288002.156250 Penalty: 770.950806
	Iteration 54Q: 3 clusters Score -288002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -288004.656250 Penalty: 770.950806
	Iteration 55Q: 3 clusters Score -288004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -288006.937500 Penalty: 770.950806
	Iteration 56Q: 3 clusters Score -288006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -288009.281250 Penalty: 770.950806
	Iteration 57Q: 3 clusters Score -288009.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -288013.531250 Penalty: 770.950806
	Iteration 58Q: 3 clusters Score -288013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -288017.312500 Penalty: 770.950806
	Iteration 59Q: 3 clusters Score -288017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -288020.031250 Penalty: 770.950806
	Iteration 60F: 3 clusters Score -288020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -288021.656250 Penalty: 770.950806
	Iteration 61Q: 3 clusters Score -288021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -288022.500000 Penalty: 770.950806
	Iteration 62Q: 3 clusters Score -288022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -288023.156250 Penalty: 770.950806
	Iteration 63Q: 3 clusters Score -288023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -288023.875000 Penalty: 770.950806
	Iteration 64Q: 3 clusters Score -288023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -288024.281250 Penalty: 770.950806
	Iteration 65Q: 3 clusters Score -288024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -288024.750000 Penalty: 770.950806
	Iteration 66Q: 3 clusters Score -288024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -288025.843750 Penalty: 770.950806
	Iteration 67Q: 3 clusters Score -288025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -288025.968750 Penalty: 770.950806
	Iteration 68Q: 3 clusters Score -288026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -288025.968750 Penalty: 770.950806
	Iteration 69F: 3 clusters Score -288026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Entering Unmasked Estep 
Score: -462355.906250 Penalty: 402.127716
	Iteration 0F: 2 clusters Score -462355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -457726.468750 Penalty: 804.255432
	Iteration 0F: 3 clusters Score -457726.5 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -459527.687500 Penalty: 804.255432
	Iteration 1F: 3 clusters Score -459527.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -459649.093750 Penalty: 804.255432
	Iteration 2F: 3 clusters Score -459649.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -459770.906250 Penalty: 804.255432
	Iteration 3Q: 3 clusters Score -459770.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -459947.843750 Penalty: 804.255432
	Iteration 4Q: 3 clusters Score -459947.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -460215.125000 Penalty: 804.255432
	Iteration 5F: 3 clusters Score -460215.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -460546.718750 Penalty: 804.255432
	Iteration 6F: 3 clusters Score -460546.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -460924.843750 Penalty: 804.255432
	Iteration 7F: 3 clusters Score -460924.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -461126.031250 Penalty: 804.255432
	Iteration 8F: 3 clusters Score -461126 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -461204.281250 Penalty: 804.255432
	Iteration 9Q: 3 clusters Score -461204.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -461255.812500 Penalty: 804.255432
	Iteration 10Q: 3 clusters Score -461255.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -461305.218750 Penalty: 804.255432
	Iteration 11Q: 3 clusters Score -461305.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -461342.281250 Penalty: 804.255432
	Iteration 12Q: 3 clusters Score -461342.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -461372.750000 Penalty: 804.255432
	Iteration 13Q: 3 clusters Score -461372.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -461391.156250 Penalty: 804.255432
	Iteration 14Q: 3 clusters Score -461391.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -461405.062500 Penalty: 804.255432
	Iteration 15Q: 3 clusters Score -461405.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -461417.437500 Penalty: 804.255432
	Iteration 16Q: 3 clusters Score -461417.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -461429.062500 Penalty: 804.255432
	Iteration 17Q: 3 clusters Score -461429.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -461438.656250 Penalty: 804.255432
	Iteration 18Q: 3 clusters Score -461438.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -461447.437500 Penalty: 804.255432
	Iteration 19Q: 3 clusters Score -461447.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -461452.156250 Penalty: 804.255432
	Iteration 20F: 3 clusters Score -461452.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -461456.875000 Penalty: 804.255432
	Iteration 21Q: 3 clusters Score -461456.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -461461.093750 Penalty: 804.255432
	Iteration 22Q: 3 clusters Score -461461.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -461463.906250 Penalty: 804.255432
	Iteration 23Q: 3 clusters Score -461463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -461465.593750 Penalty: 804.255432
	Iteration 24Q: 3 clusters Score -461465.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -461467.843750 Penalty: 804.255432
	Iteration 25Q: 3 clusters Score -461467.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -461469.093750 Penalty: 804.255432
	Iteration 26Q: 3 clusters Score -461469.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -461471.718750 Penalty: 804.255432
	Iteration 27Q: 3 clusters Score -461471.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -461476.031250 Penalty: 804.255432
	Iteration 28Q: 3 clusters Score -461476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -461481.875000 Penalty: 804.255432
	Iteration 29Q: 3 clusters Score -461481.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -461484.468750 Penalty: 804.255432
	Iteration 30Q: 3 clusters Score -461484.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -461487.875000 Penalty: 804.255432
	Iteration 31Q: 3 clusters Score -461487.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -461492.218750 Penalty: 804.255432
	Iteration 32Q: 3 clusters Score -461492.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -461495.125000 Penalty: 804.255432
	Iteration 33Q: 3 clusters Score -461495.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -461498.718750 Penalty: 804.255432
	Iteration 34Q: 3 clusters Score -461498.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -461502.968750 Penalty: 804.255432
	Iteration 35Q: 3 clusters Score -461503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -461507.375000 Penalty: 804.255432
	Iteration 36Q: 3 clusters Score -461507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -461510.812500 Penalty: 804.255432
	Iteration 37Q: 3 clusters Score -461510.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -461513.812500 Penalty: 804.255432
	Iteration 38Q: 3 clusters Score -461513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -461516.406250 Penalty: 804.255432
	Iteration 39Q: 3 clusters Score -461516.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -461520.593750 Penalty: 804.255432
	Iteration 40F: 3 clusters Score -461520.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -461529.906250 Penalty: 804.255432
	Iteration 41Q: 3 clusters Score -461529.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -461536.593750 Penalty: 804.255432
	Iteration 42Q: 3 clusters Score -461536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -461544.281250 Penalty: 804.255432
	Iteration 43Q: 3 clusters Score -461544.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -461550.031250 Penalty: 804.255432
	Iteration 44Q: 3 clusters Score -461550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -461554.437500 Penalty: 804.255432
	Iteration 45Q: 3 clusters Score -461554.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -461557.843750 Penalty: 804.255432
	Iteration 46Q: 3 clusters Score -461557.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -461560.843750 Penalty: 804.255432
	Iteration 47Q: 3 clusters Score -461560.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -461563.437500 Penalty: 804.255432
	Iteration 48Q: 3 clusters Score -461563.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -461566.093750 Penalty: 804.255432
	Iteration 49Q: 3 clusters Score -461566.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -461569.062500 Penalty: 804.255432
	Iteration 50Q: 3 clusters Score -461569.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -461572.250000 Penalty: 804.255432
	Iteration 51Q: 3 clusters Score -461572.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -461576.156250 Penalty: 804.255432
	Iteration 52Q: 3 clusters Score -461576.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -461580.031250 Penalty: 804.255432
	Iteration 53Q: 3 clusters Score -461580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -461583.718750 Penalty: 804.255432
	Iteration 54Q: 3 clusters Score -461583.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -461585.406250 Penalty: 804.255432
	Iteration 55Q: 3 clusters Score -461585.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -461588.500000 Penalty: 804.255432
	Iteration 56Q: 3 clusters Score -461588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -461593.718750 Penalty: 804.255432
	Iteration 57Q: 3 clusters Score -461593.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461598.875000 Penalty: 804.255432
	Iteration 58Q: 3 clusters Score -461598.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -461605.593750 Penalty: 804.255432
	Iteration 59Q: 3 clusters Score -461605.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -461610.437500 Penalty: 804.255432
	Iteration 60F: 3 clusters Score -461610.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -461614.906250 Penalty: 804.255432
	Iteration 61Q: 3 clusters Score -461614.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -461616.500000 Penalty: 804.255432
	Iteration 62Q: 3 clusters Score -461616.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -461618.843750 Penalty: 804.255432
	Iteration 63Q: 3 clusters Score -461618.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -461621.031250 Penalty: 804.255432
	Iteration 64Q: 3 clusters Score -461621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -461621.562500 Penalty: 804.255432
	Iteration 65Q: 3 clusters Score -461621.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -461625.562500 Penalty: 804.255432
	Iteration 66Q: 3 clusters Score -461625.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -461633.468750 Penalty: 804.255432
	Iteration 67Q: 3 clusters Score -461633.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -461641.968750 Penalty: 804.255432
	Iteration 68Q: 3 clusters Score -461642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -461648.250000 Penalty: 804.255432
	Iteration 69Q: 3 clusters Score -461648.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -461651.093750 Penalty: 804.255432
	Iteration 70Q: 3 clusters Score -461651.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -461654.718750 Penalty: 804.255432
	Iteration 71Q: 3 clusters Score -461654.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -461661.437500 Penalty: 804.255432
	Iteration 72Q: 3 clusters Score -461661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -461663.625000 Penalty: 804.255432
	Iteration 73Q: 3 clusters Score -461663.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -461666.625000 Penalty: 804.255432
	Iteration 74Q: 3 clusters Score -461666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -461669.968750 Penalty: 804.255432
	Iteration 75Q: 3 clusters Score -461670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -461671.125000 Penalty: 804.255432
	Iteration 76Q: 3 clusters Score -461671.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -461671.843750 Penalty: 804.255432
	Iteration 77Q: 3 clusters Score -461671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -461673.250000 Penalty: 804.255432
	Iteration 78Q: 3 clusters Score -461673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -461673.281250 Penalty: 804.255432
	Iteration 79Q: 3 clusters Score -461673.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -461673.312500 Penalty: 804.255432
	Iteration 80F: 3 clusters Score -461673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -461673.875000 Penalty: 804.255432
	Iteration 81Q: 3 clusters Score -461673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -461674.687500 Penalty: 804.255432
	Iteration 82Q: 3 clusters Score -461674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -461676.781250 Penalty: 804.255432
	Iteration 83Q: 3 clusters Score -461676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -461678.531250 Penalty: 804.255432
	Iteration 84Q: 3 clusters Score -461678.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -461679.781250 Penalty: 804.255432
	Iteration 85Q: 3 clusters Score -461679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -461682.250000 Penalty: 804.255432
	Iteration 86Q: 3 clusters Score -461682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -461682.343750 Penalty: 804.255432
	Iteration 87Q: 3 clusters Score -461682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -461685.093750 Penalty: 804.255432
	Iteration 88Q: 3 clusters Score -461685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -461687.656250 Penalty: 804.255432
	Iteration 89Q: 3 clusters Score -461687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -461690.125000 Penalty: 804.255432
	Iteration 90Q: 3 clusters Score -461690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -461691.156250 Penalty: 804.255432
	Iteration 91Q: 3 clusters Score -461691.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -461694.625000 Penalty: 804.255432
	Iteration 92Q: 3 clusters Score -461694.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -461697.625000 Penalty: 804.255432
	Iteration 93Q: 3 clusters Score -461697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -461700.218750 Penalty: 804.255432
	Iteration 94Q: 3 clusters Score -461700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -461704.312500 Penalty: 804.255432
	Iteration 95Q: 3 clusters Score -461704.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -461709.031250 Penalty: 804.255432
	Iteration 96Q: 3 clusters Score -461709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -461711.156250 Penalty: 804.255432
	Iteration 97Q: 3 clusters Score -461711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -461713.500000 Penalty: 804.255432
	Iteration 98Q: 3 clusters Score -461713.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -461713.625000 Penalty: 804.255432
	Iteration 99Q: 3 clusters Score -461713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -461714.093750 Penalty: 804.255432
	Iteration 100F: 3 clusters Score -461714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -461714.593750 Penalty: 804.255432
	Iteration 101Q: 3 clusters Score -461714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -461716.187500 Penalty: 804.255432
	Iteration 102Q: 3 clusters Score -461716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -461715.906250 Penalty: 804.255432
	Iteration 103Q: 3 clusters Score -461715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -461718.093750 Penalty: 804.255432
	Iteration 104Q: 3 clusters Score -461718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -461719.093750 Penalty: 804.255432
	Iteration 105Q: 3 clusters Score -461719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -461719.312500 Penalty: 804.255432
	Iteration 106Q: 3 clusters Score -461719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -461719.125000 Penalty: 804.255432
	Iteration 107Q: 3 clusters Score -461719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -461719.468750 Penalty: 804.255432
	Iteration 108Q: 3 clusters Score -461719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -461720.250000 Penalty: 804.255432
	Iteration 109Q: 3 clusters Score -461720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -461721.531250 Penalty: 804.255432
	Iteration 110Q: 3 clusters Score -461721.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -461722.500000 Penalty: 804.255432
	Iteration 111Q: 3 clusters Score -461722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -461723.843750 Penalty: 804.255432
	Iteration 112Q: 3 clusters Score -461723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -461725.906250 Penalty: 804.255432
	Iteration 113Q: 3 clusters Score -461725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -461726.562500 Penalty: 804.255432
	Iteration 114Q: 3 clusters Score -461726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -461727.187500 Penalty: 804.255432
	Iteration 115Q: 3 clusters Score -461727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -461728.968750 Penalty: 804.255432
	Iteration 116Q: 3 clusters Score -461729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -461730.906250 Penalty: 804.255432
	Iteration 117Q: 3 clusters Score -461730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -461733.562500 Penalty: 804.255432
	Iteration 118Q: 3 clusters Score -461733.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -461735.593750 Penalty: 804.255432
	Iteration 119Q: 3 clusters Score -461735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -461736.562500 Penalty: 804.255432
	Iteration 120F: 3 clusters Score -461736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -461736.718750 Penalty: 804.255432
	Iteration 121Q: 3 clusters Score -461736.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -461738.468750 Penalty: 804.255432
	Iteration 122Q: 3 clusters Score -461738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -461739.843750 Penalty: 804.255432
	Iteration 123Q: 3 clusters Score -461739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -461740.093750 Penalty: 804.255432
	Iteration 124Q: 3 clusters Score -461740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -461743.406250 Penalty: 804.255432
	Iteration 125Q: 3 clusters Score -461743.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -461746.937500 Penalty: 804.255432
	Iteration 126Q: 3 clusters Score -461746.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -461754.468750 Penalty: 804.255432
	Iteration 127Q: 3 clusters Score -461754.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -461761.250000 Penalty: 804.255432
	Iteration 128Q: 3 clusters Score -461761.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -461768.718750 Penalty: 804.255432
	Iteration 129Q: 3 clusters Score -461768.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -461774.656250 Penalty: 804.255432
	Iteration 130Q: 3 clusters Score -461774.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -461781.406250 Penalty: 804.255432
	Iteration 131Q: 3 clusters Score -461781.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -461786.687500 Penalty: 804.255432
	Iteration 132Q: 3 clusters Score -461786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -461790.125000 Penalty: 804.255432
	Iteration 133Q: 3 clusters Score -461790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -461792.875000 Penalty: 804.255432
	Iteration 134Q: 3 clusters Score -461792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -461798.062500 Penalty: 804.255432
	Iteration 135Q: 3 clusters Score -461798.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -461801.875000 Penalty: 804.255432
	Iteration 136Q: 3 clusters Score -461801.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -461806.812500 Penalty: 804.255432
	Iteration 137Q: 3 clusters Score -461806.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -461811.093750 Penalty: 804.255432
	Iteration 138Q: 3 clusters Score -461811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -461814.750000 Penalty: 804.255432
	Iteration 139Q: 3 clusters Score -461814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -461818.781250 Penalty: 804.255432
	Iteration 140F: 3 clusters Score -461818.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -461823.812500 Penalty: 804.255432
	Iteration 141Q: 3 clusters Score -461823.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -461830.625000 Penalty: 804.255432
	Iteration 142Q: 3 clusters Score -461830.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -461840.500000 Penalty: 804.255432
	Iteration 143Q: 3 clusters Score -461840.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -461852.375000 Penalty: 804.255432
	Iteration 144Q: 3 clusters Score -461852.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -461863.343750 Penalty: 804.255432
	Iteration 145Q: 3 clusters Score -461863.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -461870.375000 Penalty: 804.255432
	Iteration 146Q: 3 clusters Score -461870.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -461879.437500 Penalty: 804.255432
	Iteration 147Q: 3 clusters Score -461879.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -461885.312500 Penalty: 804.255432
	Iteration 148Q: 3 clusters Score -461885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -461892.687500 Penalty: 804.255432
	Iteration 149Q: 3 clusters Score -461892.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -461899.500000 Penalty: 804.255432
	Iteration 150Q: 3 clusters Score -461899.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -461904.656250 Penalty: 804.255432
	Iteration 151Q: 3 clusters Score -461904.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -461908.812500 Penalty: 804.255432
	Iteration 152Q: 3 clusters Score -461908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -461912.218750 Penalty: 804.255432
	Iteration 153Q: 3 clusters Score -461912.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -461916.750000 Penalty: 804.255432
	Iteration 154Q: 3 clusters Score -461916.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -461919.218750 Penalty: 804.255432
	Iteration 155Q: 3 clusters Score -461919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -461923.906250 Penalty: 804.255432
	Iteration 156Q: 3 clusters Score -461923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -461928.156250 Penalty: 804.255432
	Iteration 157Q: 3 clusters Score -461928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -461937.562500 Penalty: 804.255432
	Iteration 158Q: 3 clusters Score -461937.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -461944.156250 Penalty: 804.255432
	Iteration 159Q: 3 clusters Score -461944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -461948.312500 Penalty: 804.255432
	Iteration 160F: 3 clusters Score -461948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -461951.281250 Penalty: 804.255432
	Iteration 161Q: 3 clusters Score -461951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -461953.468750 Penalty: 804.255432
	Iteration 162Q: 3 clusters Score -461953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -461955.562500 Penalty: 804.255432
	Iteration 163Q: 3 clusters Score -461955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -461958.843750 Penalty: 804.255432
	Iteration 164Q: 3 clusters Score -461958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -461962.812500 Penalty: 804.255432
	Iteration 165Q: 3 clusters Score -461962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -461964.312500 Penalty: 804.255432
	Iteration 166Q: 3 clusters Score -461964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -461966.125000 Penalty: 804.255432
	Iteration 167Q: 3 clusters Score -461966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -461966.875000 Penalty: 804.255432
	Iteration 168Q: 3 clusters Score -461966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -461966.875000 Penalty: 804.255432
	Iteration 169F: 3 clusters Score -461966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Entering Unmasked Estep 
Score: -1842854.875000 Penalty: 466.235596
	Iteration 0F: 2 clusters Score -1842855 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 14148 members 
Entering Unmasked Estep 
Score: -1823973.875000 Penalty: 932.471191
	Iteration 0F: 3 clusters Score -1823974 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1831711.500000 Penalty: 932.471191
	Iteration 1F: 3 clusters Score -1831712 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1832059.125000 Penalty: 932.471191
	Iteration 2Q: 3 clusters Score -1832059 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1832631.875000 Penalty: 932.471191
	Iteration 3Q: 3 clusters Score -1832632 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1833633.000000 Penalty: 932.471191
	Iteration 4F: 3 clusters Score -1833633 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1835433.000000 Penalty: 932.471191
	Iteration 5F: 3 clusters Score -1835433 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -1838055.250000 Penalty: 932.471191
	Iteration 6F: 3 clusters Score -1838055 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -1840453.125000 Penalty: 932.471191
	Iteration 7F: 3 clusters Score -1840453 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -1841784.375000 Penalty: 932.471191
	Iteration 8Q: 3 clusters Score -1841784 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -1842238.375000 Penalty: 932.471191
	Iteration 9Q: 3 clusters Score -1842238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -1842390.500000 Penalty: 932.471191
	Iteration 10Q: 3 clusters Score -1842390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -1842430.000000 Penalty: 932.471191
	Iteration 11Q: 3 clusters Score -1842430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -1842433.750000 Penalty: 932.471191
	Iteration 12Q: 3 clusters Score -1842434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -1842436.375000 Penalty: 932.471191
	Iteration 13Q: 3 clusters Score -1842436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -1842441.750000 Penalty: 932.471191
	Iteration 14Q: 3 clusters Score -1842442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -1842445.375000 Penalty: 932.471191
	Iteration 15Q: 3 clusters Score -1842445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -1842451.125000 Penalty: 932.471191
	Iteration 16Q: 3 clusters Score -1842451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -1842454.000000 Penalty: 932.471191
	Iteration 17Q: 3 clusters Score -1842454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -1842456.375000 Penalty: 932.471191
	Iteration 18Q: 3 clusters Score -1842456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -1842457.500000 Penalty: 932.471191
	Iteration 19Q: 3 clusters Score -1842458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -1842457.500000 Penalty: 932.471191
	Iteration 20F: 3 clusters Score -1842458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -103560.335938 Penalty: 343.483276
	Iteration 0F: 2 clusters Score -103560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -102222.968750 Penalty: 686.966553
	Iteration 0F: 3 clusters Score -102223 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -102827.632812 Penalty: 686.966553
	Iteration 1F: 3 clusters Score -102827.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -102961.406250 Penalty: 686.966553
	Iteration 2F: 3 clusters Score -102961.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -103035.507812 Penalty: 686.966553
	Iteration 3F: 3 clusters Score -103035.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -103094.156250 Penalty: 686.966553
	Iteration 4Q: 3 clusters Score -103094.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103121.070312 Penalty: 686.966553
	Iteration 5Q: 3 clusters Score -103121.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103138.921875 Penalty: 686.966553
	Iteration 6Q: 3 clusters Score -103138.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103150.390625 Penalty: 686.966553
	Iteration 7Q: 3 clusters Score -103150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103156.500000 Penalty: 686.966553
	Iteration 8Q: 3 clusters Score -103156.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103165.210938 Penalty: 686.966553
	Iteration 9Q: 3 clusters Score -103165.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103170.984375 Penalty: 686.966553
	Iteration 10Q: 3 clusters Score -103171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103174.054688 Penalty: 686.966553
	Iteration 11Q: 3 clusters Score -103174.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103175.757812 Penalty: 686.966553
	Iteration 12Q: 3 clusters Score -103175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103179.031250 Penalty: 686.966553
	Iteration 13Q: 3 clusters Score -103179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103182.554688 Penalty: 686.966553
	Iteration 14Q: 3 clusters Score -103182.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103188.382812 Penalty: 686.966553
	Iteration 15Q: 3 clusters Score -103188.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103194.632812 Penalty: 686.966553
	Iteration 16Q: 3 clusters Score -103194.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -103201.554688 Penalty: 686.966553
	Iteration 17Q: 3 clusters Score -103201.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103206.078125 Penalty: 686.966553
	Iteration 18Q: 3 clusters Score -103206.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103208.046875 Penalty: 686.966553
	Iteration 19Q: 3 clusters Score -103208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103210.468750 Penalty: 686.966553
	Iteration 20F: 3 clusters Score -103210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103213.203125 Penalty: 686.966553
	Iteration 21Q: 3 clusters Score -103213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103215.257812 Penalty: 686.966553
	Iteration 22Q: 3 clusters Score -103215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103217.765625 Penalty: 686.966553
	Iteration 23Q: 3 clusters Score -103217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103220.445312 Penalty: 686.966553
	Iteration 24Q: 3 clusters Score -103220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103223.929688 Penalty: 686.966553
	Iteration 25Q: 3 clusters Score -103223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103229.117188 Penalty: 686.966553
	Iteration 26Q: 3 clusters Score -103229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103233.398438 Penalty: 686.966553
	Iteration 27Q: 3 clusters Score -103233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103234.859375 Penalty: 686.966553
	Iteration 28Q: 3 clusters Score -103234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103235.414062 Penalty: 686.966553
	Iteration 29Q: 3 clusters Score -103235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103236.156250 Penalty: 686.966553
	Iteration 30Q: 3 clusters Score -103236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103237.171875 Penalty: 686.966553
	Iteration 31Q: 3 clusters Score -103237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103237.234375 Penalty: 686.966553
	Iteration 32Q: 3 clusters Score -103237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103237.960938 Penalty: 686.966553
	Iteration 33Q: 3 clusters Score -103238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103238.218750 Penalty: 686.966553
	Iteration 34Q: 3 clusters Score -103238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103238.367188 Penalty: 686.966553
	Iteration 35Q: 3 clusters Score -103238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103239.445312 Penalty: 686.966553
	Iteration 36Q: 3 clusters Score -103239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103239.648438 Penalty: 686.966553
	Iteration 37Q: 3 clusters Score -103239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103239.640625 Penalty: 686.966553
	Iteration 38Q: 3 clusters Score -103239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103239.640625 Penalty: 686.966553
	Iteration 39F: 3 clusters Score -103239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -271947.875000 Penalty: 379.468994
	Iteration 0F: 2 clusters Score -271947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -269133.187500 Penalty: 758.937988
	Iteration 0F: 3 clusters Score -269133.2 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -270182.500000 Penalty: 758.937988
	Iteration 1F: 3 clusters Score -270182.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -270295.093750 Penalty: 758.937988
	Iteration 2F: 3 clusters Score -270295.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -270411.281250 Penalty: 758.937988
	Iteration 3F: 3 clusters Score -270411.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -270548.250000 Penalty: 758.937988
	Iteration 4F: 3 clusters Score -270548.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -270707.906250 Penalty: 758.937988
	Iteration 5F: 3 clusters Score -270707.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -270882.156250 Penalty: 758.937988
	Iteration 6F: 3 clusters Score -270882.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -271006.250000 Penalty: 758.937988
	Iteration 7F: 3 clusters Score -271006.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -271058.968750 Penalty: 758.937988
	Iteration 8Q: 3 clusters Score -271059 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -271088.406250 Penalty: 758.937988
	Iteration 9Q: 3 clusters Score -271088.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -271110.000000 Penalty: 758.937988
	Iteration 10Q: 3 clusters Score -271110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -271136.750000 Penalty: 758.937988
	Iteration 11Q: 3 clusters Score -271136.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -271156.625000 Penalty: 758.937988
	Iteration 12Q: 3 clusters Score -271156.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -271172.062500 Penalty: 758.937988
	Iteration 13Q: 3 clusters Score -271172.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -271186.218750 Penalty: 758.937988
	Iteration 14Q: 3 clusters Score -271186.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -271204.468750 Penalty: 758.937988
	Iteration 15Q: 3 clusters Score -271204.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -271214.937500 Penalty: 758.937988
	Iteration 16Q: 3 clusters Score -271214.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -271222.562500 Penalty: 758.937988
	Iteration 17Q: 3 clusters Score -271222.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -271239.281250 Penalty: 758.937988
	Iteration 18Q: 3 clusters Score -271239.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -271250.687500 Penalty: 758.937988
	Iteration 19Q: 3 clusters Score -271250.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -271259.937500 Penalty: 758.937988
	Iteration 20F: 3 clusters Score -271259.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -271266.562500 Penalty: 758.937988
	Iteration 21Q: 3 clusters Score -271266.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -271274.125000 Penalty: 758.937988
	Iteration 22Q: 3 clusters Score -271274.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -271283.937500 Penalty: 758.937988
	Iteration 23Q: 3 clusters Score -271283.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -271290.562500 Penalty: 758.937988
	Iteration 24Q: 3 clusters Score -271290.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -271297.343750 Penalty: 758.937988
	Iteration 25Q: 3 clusters Score -271297.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -271303.687500 Penalty: 758.937988
	Iteration 26Q: 3 clusters Score -271303.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -271306.812500 Penalty: 758.937988
	Iteration 27Q: 3 clusters Score -271306.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -271308.625000 Penalty: 758.937988
	Iteration 28Q: 3 clusters Score -271308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -271313.593750 Penalty: 758.937988
	Iteration 29Q: 3 clusters Score -271313.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -271318.781250 Penalty: 758.937988
	Iteration 30Q: 3 clusters Score -271318.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -271323.968750 Penalty: 758.937988
	Iteration 31Q: 3 clusters Score -271324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -271328.125000 Penalty: 758.937988
	Iteration 32Q: 3 clusters Score -271328.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -271330.593750 Penalty: 758.937988
	Iteration 33Q: 3 clusters Score -271330.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -271333.406250 Penalty: 758.937988
	Iteration 34Q: 3 clusters Score -271333.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -271337.218750 Penalty: 758.937988
	Iteration 35Q: 3 clusters Score -271337.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -271342.812500 Penalty: 758.937988
	Iteration 36Q: 3 clusters Score -271342.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -271350.343750 Penalty: 758.937988
	Iteration 37Q: 3 clusters Score -271350.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -271356.593750 Penalty: 758.937988
	Iteration 38Q: 3 clusters Score -271356.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -271361.812500 Penalty: 758.937988
	Iteration 39Q: 3 clusters Score -271361.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -271368.875000 Penalty: 758.937988
	Iteration 40F: 3 clusters Score -271368.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -271374.281250 Penalty: 758.937988
	Iteration 41Q: 3 clusters Score -271374.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -271380.312500 Penalty: 758.937988
	Iteration 42Q: 3 clusters Score -271380.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -271389.062500 Penalty: 758.937988
	Iteration 43Q: 3 clusters Score -271389.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -271392.500000 Penalty: 758.937988
	Iteration 44Q: 3 clusters Score -271392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -271397.437500 Penalty: 758.937988
	Iteration 45Q: 3 clusters Score -271397.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -271403.593750 Penalty: 758.937988
	Iteration 46Q: 3 clusters Score -271403.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -271411.281250 Penalty: 758.937988
	Iteration 47Q: 3 clusters Score -271411.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -271418.468750 Penalty: 758.937988
	Iteration 48Q: 3 clusters Score -271418.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -271421.437500 Penalty: 758.937988
	Iteration 49Q: 3 clusters Score -271421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -271423.343750 Penalty: 758.937988
	Iteration 50Q: 3 clusters Score -271423.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -271425.031250 Penalty: 758.937988
	Iteration 51Q: 3 clusters Score -271425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -271426.812500 Penalty: 758.937988
	Iteration 52Q: 3 clusters Score -271426.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -271428.656250 Penalty: 758.937988
	Iteration 53Q: 3 clusters Score -271428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -271430.281250 Penalty: 758.937988
	Iteration 54Q: 3 clusters Score -271430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -271432.375000 Penalty: 758.937988
	Iteration 55Q: 3 clusters Score -271432.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -271436.281250 Penalty: 758.937988
	Iteration 56Q: 3 clusters Score -271436.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -271439.937500 Penalty: 758.937988
	Iteration 57Q: 3 clusters Score -271439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -271443.125000 Penalty: 758.937988
	Iteration 58Q: 3 clusters Score -271443.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -271445.718750 Penalty: 758.937988
	Iteration 59Q: 3 clusters Score -271445.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -271448.656250 Penalty: 758.937988
	Iteration 60F: 3 clusters Score -271448.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -271453.437500 Penalty: 758.937988
	Iteration 61Q: 3 clusters Score -271453.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -271459.093750 Penalty: 758.937988
	Iteration 62Q: 3 clusters Score -271459.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -271464.281250 Penalty: 758.937988
	Iteration 63Q: 3 clusters Score -271464.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -271470.843750 Penalty: 758.937988
	Iteration 64Q: 3 clusters Score -271470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -271477.468750 Penalty: 758.937988
	Iteration 65Q: 3 clusters Score -271477.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -271482.093750 Penalty: 758.937988
	Iteration 66Q: 3 clusters Score -271482.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -271484.687500 Penalty: 758.937988
	Iteration 67Q: 3 clusters Score -271484.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -271488.562500 Penalty: 758.937988
	Iteration 68Q: 3 clusters Score -271488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -271495.718750 Penalty: 758.937988
	Iteration 69Q: 3 clusters Score -271495.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -271504.062500 Penalty: 758.937988
	Iteration 70Q: 3 clusters Score -271504.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271516.375000 Penalty: 758.937988
	Iteration 71Q: 3 clusters Score -271516.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -271523.562500 Penalty: 758.937988
	Iteration 72Q: 3 clusters Score -271523.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -271526.187500 Penalty: 758.937988
	Iteration 73Q: 3 clusters Score -271526.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -271528.343750 Penalty: 758.937988
	Iteration 74Q: 3 clusters Score -271528.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -271530.343750 Penalty: 758.937988
	Iteration 75Q: 3 clusters Score -271530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -271532.281250 Penalty: 758.937988
	Iteration 76Q: 3 clusters Score -271532.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -271533.500000 Penalty: 758.937988
	Iteration 77Q: 3 clusters Score -271533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -271534.625000 Penalty: 758.937988
	Iteration 78Q: 3 clusters Score -271534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -271535.812500 Penalty: 758.937988
	Iteration 79Q: 3 clusters Score -271535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -271537.000000 Penalty: 758.937988
	Iteration 80F: 3 clusters Score -271537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -271539.281250 Penalty: 758.937988
	Iteration 81Q: 3 clusters Score -271539.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -271540.812500 Penalty: 758.937988
	Iteration 82Q: 3 clusters Score -271540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -271543.343750 Penalty: 758.937988
	Iteration 83Q: 3 clusters Score -271543.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -271545.968750 Penalty: 758.937988
	Iteration 84Q: 3 clusters Score -271546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -271548.843750 Penalty: 758.937988
	Iteration 85Q: 3 clusters Score -271548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -271554.000000 Penalty: 758.937988
	Iteration 86Q: 3 clusters Score -271554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -271559.500000 Penalty: 758.937988
	Iteration 87Q: 3 clusters Score -271559.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271563.562500 Penalty: 758.937988
	Iteration 88Q: 3 clusters Score -271563.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -271565.875000 Penalty: 758.937988
	Iteration 89Q: 3 clusters Score -271565.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -271569.593750 Penalty: 758.937988
	Iteration 90Q: 3 clusters Score -271569.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271572.781250 Penalty: 758.937988
	Iteration 91Q: 3 clusters Score -271572.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -271577.656250 Penalty: 758.937988
	Iteration 92Q: 3 clusters Score -271577.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -271583.156250 Penalty: 758.937988
	Iteration 93Q: 3 clusters Score -271583.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -271588.656250 Penalty: 758.937988
	Iteration 94Q: 3 clusters Score -271588.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -271593.093750 Penalty: 758.937988
	Iteration 95Q: 3 clusters Score -271593.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -271597.875000 Penalty: 758.937988
	Iteration 96Q: 3 clusters Score -271597.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -271606.281250 Penalty: 758.937988
	Iteration 97Q: 3 clusters Score -271606.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -271609.875000 Penalty: 758.937988
	Iteration 98Q: 3 clusters Score -271609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271612.218750 Penalty: 758.937988
	Iteration 99Q: 3 clusters Score -271612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271613.562500 Penalty: 758.937988
	Iteration 100F: 3 clusters Score -271613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -271614.250000 Penalty: 758.937988
	Iteration 101Q: 3 clusters Score -271614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -271615.031250 Penalty: 758.937988
	Iteration 102Q: 3 clusters Score -271615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -271615.625000 Penalty: 758.937988
	Iteration 103Q: 3 clusters Score -271615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271616.906250 Penalty: 758.937988
	Iteration 104Q: 3 clusters Score -271616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -271618.375000 Penalty: 758.937988
	Iteration 105Q: 3 clusters Score -271618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271619.062500 Penalty: 758.937988
	Iteration 106Q: 3 clusters Score -271619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -271620.593750 Penalty: 758.937988
	Iteration 107Q: 3 clusters Score -271620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -271622.437500 Penalty: 758.937988
	Iteration 108Q: 3 clusters Score -271622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -271623.593750 Penalty: 758.937988
	Iteration 109Q: 3 clusters Score -271623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -271624.656250 Penalty: 758.937988
	Iteration 110Q: 3 clusters Score -271624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -271624.687500 Penalty: 758.937988
	Iteration 111Q: 3 clusters Score -271624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -271624.625000 Penalty: 758.937988
	Iteration 112Q: 3 clusters Score -271624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271624.781250 Penalty: 758.937988
	Iteration 113Q: 3 clusters Score -271624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -271625.187500 Penalty: 758.937988
	Iteration 114Q: 3 clusters Score -271625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271625.718750 Penalty: 758.937988
	Iteration 115Q: 3 clusters Score -271625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271625.718750 Penalty: 758.937988
	Iteration 116F: 3 clusters Score -271625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -134310.156250 Penalty: 346.113251
	Iteration 0F: 2 clusters Score -134310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -132857.593750 Penalty: 692.226501
	Iteration 0F: 3 clusters Score -132857.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133316.187500 Penalty: 692.226501
	Iteration 1F: 3 clusters Score -133316.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133413.531250 Penalty: 692.226501
	Iteration 2F: 3 clusters Score -133413.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -133489.062500 Penalty: 692.226501
	Iteration 3F: 3 clusters Score -133489.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133537.140625 Penalty: 692.226501
	Iteration 4Q: 3 clusters Score -133537.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133589.203125 Penalty: 692.226501
	Iteration 5Q: 3 clusters Score -133589.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133627.578125 Penalty: 692.226501
	Iteration 6Q: 3 clusters Score -133627.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133662.171875 Penalty: 692.226501
	Iteration 7Q: 3 clusters Score -133662.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133712.546875 Penalty: 692.226501
	Iteration 8Q: 3 clusters Score -133712.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133760.125000 Penalty: 692.226501
	Iteration 9Q: 3 clusters Score -133760.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133814.750000 Penalty: 692.226501
	Iteration 10Q: 3 clusters Score -133814.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133862.234375 Penalty: 692.226501
	Iteration 11Q: 3 clusters Score -133862.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -133885.953125 Penalty: 692.226501
	Iteration 12Q: 3 clusters Score -133886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -133900.312500 Penalty: 692.226501
	Iteration 13Q: 3 clusters Score -133900.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133909.562500 Penalty: 692.226501
	Iteration 14Q: 3 clusters Score -133909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133917.593750 Penalty: 692.226501
	Iteration 15Q: 3 clusters Score -133917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -133922.078125 Penalty: 692.226501
	Iteration 16Q: 3 clusters Score -133922.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133933.984375 Penalty: 692.226501
	Iteration 17Q: 3 clusters Score -133934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -133945.906250 Penalty: 692.226501
	Iteration 18Q: 3 clusters Score -133945.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133959.156250 Penalty: 692.226501
	Iteration 19Q: 3 clusters Score -133959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -133963.250000 Penalty: 692.226501
	Iteration 20F: 3 clusters Score -133963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -133964.765625 Penalty: 692.226501
	Iteration 21Q: 3 clusters Score -133964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -133965.187500 Penalty: 692.226501
	Iteration 22Q: 3 clusters Score -133965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -133965.984375 Penalty: 692.226501
	Iteration 23Q: 3 clusters Score -133966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -133968.687500 Penalty: 692.226501
	Iteration 24Q: 3 clusters Score -133968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -133969.734375 Penalty: 692.226501
	Iteration 25Q: 3 clusters Score -133969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -133970.031250 Penalty: 692.226501
	Iteration 26Q: 3 clusters Score -133970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -133970.031250 Penalty: 692.226501
	Iteration 27F: 3 clusters Score -133970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Entering Unmasked Estep 
Score: -347350.375000 Penalty: 394.395081
	Iteration 0F: 2 clusters Score -347350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -343440.562500 Penalty: 788.790161
	Iteration 0F: 3 clusters Score -343440.6 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -344891.062500 Penalty: 788.790161
	Iteration 1F: 3 clusters Score -344891.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -345036.906250 Penalty: 788.790161
	Iteration 2F: 3 clusters Score -345036.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -345240.093750 Penalty: 788.790161
	Iteration 3F: 3 clusters Score -345240.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -345507.093750 Penalty: 788.790161
	Iteration 4F: 3 clusters Score -345507.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -345866.218750 Penalty: 788.790161
	Iteration 5F: 3 clusters Score -345866.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -346232.843750 Penalty: 788.790161
	Iteration 6F: 3 clusters Score -346232.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -346549.750000 Penalty: 788.790161
	Iteration 7F: 3 clusters Score -346549.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -346740.781250 Penalty: 788.790161
	Iteration 8F: 3 clusters Score -346740.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -346845.468750 Penalty: 788.790161
	Iteration 9Q: 3 clusters Score -346845.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -346921.000000 Penalty: 788.790161
	Iteration 10Q: 3 clusters Score -346921 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -346982.000000 Penalty: 788.790161
	Iteration 11Q: 3 clusters Score -346982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -347026.625000 Penalty: 788.790161
	Iteration 12Q: 3 clusters Score -347026.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -347072.812500 Penalty: 788.790161
	Iteration 13Q: 3 clusters Score -347072.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -347116.781250 Penalty: 788.790161
	Iteration 14Q: 3 clusters Score -347116.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -347167.218750 Penalty: 788.790161
	Iteration 15Q: 3 clusters Score -347167.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -347211.406250 Penalty: 788.790161
	Iteration 16Q: 3 clusters Score -347211.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -347258.718750 Penalty: 788.790161
	Iteration 17Q: 3 clusters Score -347258.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -347305.781250 Penalty: 788.790161
	Iteration 18Q: 3 clusters Score -347305.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -347333.468750 Penalty: 788.790161
	Iteration 19Q: 3 clusters Score -347333.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -347353.343750 Penalty: 788.790161
	Iteration 20F: 3 clusters Score -347353.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -347369.593750 Penalty: 788.790161
	Iteration 21Q: 3 clusters Score -347369.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -347378.843750 Penalty: 788.790161
	Iteration 22Q: 3 clusters Score -347378.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -347384.187500 Penalty: 788.790161
	Iteration 23Q: 3 clusters Score -347384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -347386.812500 Penalty: 788.790161
	Iteration 24Q: 3 clusters Score -347386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -347388.000000 Penalty: 788.790161
	Iteration 25Q: 3 clusters Score -347388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -347388.906250 Penalty: 788.790161
	Iteration 26Q: 3 clusters Score -347388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -347389.000000 Penalty: 788.790161
	Iteration 27Q: 3 clusters Score -347389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -347389.093750 Penalty: 788.790161
	Iteration 28Q: 3 clusters Score -347389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -347388.593750 Penalty: 788.790161
	Iteration 29Q: 3 clusters Score -347388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -347388.593750 Penalty: 788.790161
	Iteration 30F: 3 clusters Score -347388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 75566 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 46750 members 
Mstep: Class 12 contains 43182 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 1866 members 
Mstep: Class 21 contains 57937 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11721 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 62658 members 
Mstep: Class 28 contains 90688 members 
Mstep: Class 29 contains 43642 members 
Mstep: Class 30 contains 47052 members 
Mstep: Class 31 contains 19115 members 
Mstep: Class 32 contains 3948 members 
Entering Unmasked Estep 
Score: -42236020.000000 Penalty: 19589.250000
Splitting cluster 20 changes total score from -42236180.000000 to -42236020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (57937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Entering Unmasked Estep 
Score: -3693706.000000 Penalty: 499.003571
	Iteration 0F: 2 clusters Score -3693706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3655202.000000 Penalty: 998.007141
	Iteration 0F: 3 clusters Score -3655202 nChanged 28132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3672194.000000 Penalty: 998.007141
	Iteration 1F: 3 clusters Score -3672194 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3673063.000000 Penalty: 998.007141
	Iteration 2Q: 3 clusters Score -3673063 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3674378.000000 Penalty: 998.007141
	Iteration 3Q: 3 clusters Score -3674378 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3676406.500000 Penalty: 998.007141
	Iteration 4F: 3 clusters Score -3676406 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3679422.750000 Penalty: 998.007141
	Iteration 5F: 3 clusters Score -3679423 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3682307.250000 Penalty: 998.007141
	Iteration 6F: 3 clusters Score -3682307 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3683793.500000 Penalty: 998.007141
	Iteration 7F: 3 clusters Score -3683794 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3684360.250000 Penalty: 998.007141
	Iteration 8Q: 3 clusters Score -3684360 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3684824.000000 Penalty: 998.007141
	Iteration 9Q: 3 clusters Score -3684824 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3685310.500000 Penalty: 998.007141
	Iteration 10Q: 3 clusters Score -3685310 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3685920.500000 Penalty: 998.007141
	Iteration 11Q: 3 clusters Score -3685920 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3686694.000000 Penalty: 998.007141
	Iteration 12Q: 3 clusters Score -3686694 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3687581.250000 Penalty: 998.007141
	Iteration 13Q: 3 clusters Score -3687581 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3688577.500000 Penalty: 998.007141
	Iteration 14Q: 3 clusters Score -3688578 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3689504.250000 Penalty: 998.007141
	Iteration 15Q: 3 clusters Score -3689504 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3690315.750000 Penalty: 998.007141
	Iteration 16Q: 3 clusters Score -3690316 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3690918.250000 Penalty: 998.007141
	Iteration 17Q: 3 clusters Score -3690918 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3691265.500000 Penalty: 998.007141
	Iteration 18Q: 3 clusters Score -3691266 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3691549.250000 Penalty: 998.007141
	Iteration 19Q: 3 clusters Score -3691549 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3691776.500000 Penalty: 998.007141
	Iteration 20F: 3 clusters Score -3691776 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3691902.750000 Penalty: 998.007141
	Iteration 21Q: 3 clusters Score -3691903 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3691988.250000 Penalty: 998.007141
	Iteration 22Q: 3 clusters Score -3691988 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3692039.750000 Penalty: 998.007141
	Iteration 23Q: 3 clusters Score -3692040 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3692077.750000 Penalty: 998.007141
	Iteration 24Q: 3 clusters Score -3692078 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3692103.250000 Penalty: 998.007141
	Iteration 25Q: 3 clusters Score -3692103 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3692115.250000 Penalty: 998.007141
	Iteration 26Q: 3 clusters Score -3692115 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3692130.250000 Penalty: 998.007141
	Iteration 27Q: 3 clusters Score -3692130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3692134.750000 Penalty: 998.007141
	Iteration 28Q: 3 clusters Score -3692135 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3692144.250000 Penalty: 998.007141
	Iteration 29Q: 3 clusters Score -3692144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3692145.000000 Penalty: 998.007141
	Iteration 30Q: 3 clusters Score -3692145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3692153.500000 Penalty: 998.007141
	Iteration 31Q: 3 clusters Score -3692154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3692145.500000 Penalty: 998.007141
	Iteration 32Q: 3 clusters Score -3692146 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3692151.250000 Penalty: 998.007141
	Iteration 33Q: 3 clusters Score -3692151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3692159.000000 Penalty: 998.007141
	Iteration 34Q: 3 clusters Score -3692159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3692156.000000 Penalty: 998.007141
	Iteration 35Q: 3 clusters Score -3692156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3692172.750000 Penalty: 998.007141
	Iteration 36Q: 3 clusters Score -3692173 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3692169.500000 Penalty: 998.007141
	Iteration 37Q: 3 clusters Score -3692170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3692164.250000 Penalty: 998.007141
	Iteration 38Q: 3 clusters Score -3692164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3692177.250000 Penalty: 998.007141
	Iteration 39Q: 3 clusters Score -3692177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3692173.750000 Penalty: 998.007141
	Iteration 40F: 3 clusters Score -3692174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3692175.500000 Penalty: 998.007141
	Iteration 41Q: 3 clusters Score -3692176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3692172.250000 Penalty: 998.007141
	Iteration 42Q: 3 clusters Score -3692172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3692190.750000 Penalty: 998.007141
	Iteration 43Q: 3 clusters Score -3692191 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3692183.000000 Penalty: 998.007141
	Iteration 44Q: 3 clusters Score -3692183 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3692185.500000 Penalty: 998.007141
	Iteration 45Q: 3 clusters Score -3692186 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3692185.750000 Penalty: 998.007141
	Iteration 46Q: 3 clusters Score -3692186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3692203.250000 Penalty: 998.007141
	Iteration 47Q: 3 clusters Score -3692203 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3692216.750000 Penalty: 998.007141
	Iteration 48Q: 3 clusters Score -3692217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3692214.500000 Penalty: 998.007141
	Iteration 49Q: 3 clusters Score -3692214 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3692218.500000 Penalty: 998.007141
	Iteration 50Q: 3 clusters Score -3692218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3692227.500000 Penalty: 998.007141
	Iteration 51Q: 3 clusters Score -3692228 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3692235.750000 Penalty: 998.007141
	Iteration 52Q: 3 clusters Score -3692236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3692237.250000 Penalty: 998.007141
	Iteration 53Q: 3 clusters Score -3692237 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3692241.750000 Penalty: 998.007141
	Iteration 54Q: 3 clusters Score -3692242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3692241.500000 Penalty: 998.007141
	Iteration 55Q: 3 clusters Score -3692242 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3692264.250000 Penalty: 998.007141
	Iteration 56Q: 3 clusters Score -3692264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3692258.750000 Penalty: 998.007141
	Iteration 57Q: 3 clusters Score -3692259 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3692269.000000 Penalty: 998.007141
	Iteration 58Q: 3 clusters Score -3692269 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3692280.250000 Penalty: 998.007141
	Iteration 59Q: 3 clusters Score -3692280 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3692283.250000 Penalty: 998.007141
	Iteration 60F: 3 clusters Score -3692283 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3692299.750000 Penalty: 998.007141
	Iteration 61Q: 3 clusters Score -3692300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3692311.000000 Penalty: 998.007141
	Iteration 62Q: 3 clusters Score -3692311 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3692330.000000 Penalty: 998.007141
	Iteration 63Q: 3 clusters Score -3692330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3692342.500000 Penalty: 998.007141
	Iteration 64Q: 3 clusters Score -3692342 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3692353.250000 Penalty: 998.007141
	Iteration 65Q: 3 clusters Score -3692353 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3692359.500000 Penalty: 998.007141
	Iteration 66Q: 3 clusters Score -3692360 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3692364.000000 Penalty: 998.007141
	Iteration 67Q: 3 clusters Score -3692364 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3692373.000000 Penalty: 998.007141
	Iteration 68Q: 3 clusters Score -3692373 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3692401.500000 Penalty: 998.007141
	Iteration 69Q: 3 clusters Score -3692402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3692398.250000 Penalty: 998.007141
	Iteration 70Q: 3 clusters Score -3692398 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3692399.500000 Penalty: 998.007141
	Iteration 71Q: 3 clusters Score -3692400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3692406.250000 Penalty: 998.007141
	Iteration 72Q: 3 clusters Score -3692406 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3692406.500000 Penalty: 998.007141
	Iteration 73Q: 3 clusters Score -3692406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3692410.250000 Penalty: 998.007141
	Iteration 74Q: 3 clusters Score -3692410 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3692421.000000 Penalty: 998.007141
	Iteration 75Q: 3 clusters Score -3692421 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3692425.500000 Penalty: 998.007141
	Iteration 76Q: 3 clusters Score -3692426 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3692451.500000 Penalty: 998.007141
	Iteration 77Q: 3 clusters Score -3692452 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3692462.000000 Penalty: 998.007141
	Iteration 78Q: 3 clusters Score -3692462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3692482.750000 Penalty: 998.007141
	Iteration 79Q: 3 clusters Score -3692483 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3692472.500000 Penalty: 998.007141
	Iteration 80F: 3 clusters Score -3692472 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3692486.000000 Penalty: 998.007141
	Iteration 81Q: 3 clusters Score -3692486 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3692484.000000 Penalty: 998.007141
	Iteration 82Q: 3 clusters Score -3692484 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3692484.500000 Penalty: 998.007141
	Iteration 83Q: 3 clusters Score -3692484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3692489.500000 Penalty: 998.007141
	Iteration 84Q: 3 clusters Score -3692490 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3692480.000000 Penalty: 998.007141
	Iteration 85Q: 3 clusters Score -3692480 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3692499.500000 Penalty: 998.007141
	Iteration 86Q: 3 clusters Score -3692500 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3692513.250000 Penalty: 998.007141
	Iteration 87Q: 3 clusters Score -3692513 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3692517.750000 Penalty: 998.007141
	Iteration 88Q: 3 clusters Score -3692518 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3692506.250000 Penalty: 998.007141
	Iteration 89Q: 3 clusters Score -3692506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3692517.250000 Penalty: 998.007141
	Iteration 90Q: 3 clusters Score -3692517 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3692530.000000 Penalty: 998.007141
	Iteration 91Q: 3 clusters Score -3692530 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3692514.750000 Penalty: 998.007141
	Iteration 92Q: 3 clusters Score -3692515 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3692509.000000 Penalty: 998.007141
	Iteration 93Q: 3 clusters Score -3692509 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3692505.000000 Penalty: 998.007141
	Iteration 94Q: 3 clusters Score -3692505 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3692522.750000 Penalty: 998.007141
	Iteration 95Q: 3 clusters Score -3692523 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3692520.000000 Penalty: 998.007141
	Iteration 96Q: 3 clusters Score -3692520 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3692526.000000 Penalty: 998.007141
	Iteration 97Q: 3 clusters Score -3692526 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3692531.500000 Penalty: 998.007141
	Iteration 98Q: 3 clusters Score -3692532 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3692550.500000 Penalty: 998.007141
	Iteration 99Q: 3 clusters Score -3692550 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3692584.000000 Penalty: 998.007141
	Iteration 100F: 3 clusters Score -3692584 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3692579.500000 Penalty: 998.007141
	Iteration 101Q: 3 clusters Score -3692580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3692586.750000 Penalty: 998.007141
	Iteration 102Q: 3 clusters Score -3692587 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3692595.000000 Penalty: 998.007141
	Iteration 103Q: 3 clusters Score -3692595 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3692603.750000 Penalty: 998.007141
	Iteration 104Q: 3 clusters Score -3692604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3692606.500000 Penalty: 998.007141
	Iteration 105Q: 3 clusters Score -3692606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3692614.750000 Penalty: 998.007141
	Iteration 106Q: 3 clusters Score -3692615 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3692597.250000 Penalty: 998.007141
	Iteration 107Q: 3 clusters Score -3692597 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3692614.250000 Penalty: 998.007141
	Iteration 108Q: 3 clusters Score -3692614 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3692628.500000 Penalty: 998.007141
	Iteration 109Q: 3 clusters Score -3692628 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3692644.000000 Penalty: 998.007141
	Iteration 110Q: 3 clusters Score -3692644 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3692663.750000 Penalty: 998.007141
	Iteration 111Q: 3 clusters Score -3692664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3692676.000000 Penalty: 998.007141
	Iteration 112Q: 3 clusters Score -3692676 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3692690.500000 Penalty: 998.007141
	Iteration 113Q: 3 clusters Score -3692690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3692732.750000 Penalty: 998.007141
	Iteration 114Q: 3 clusters Score -3692733 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3692745.000000 Penalty: 998.007141
	Iteration 115Q: 3 clusters Score -3692745 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3692772.000000 Penalty: 998.007141
	Iteration 116Q: 3 clusters Score -3692772 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3692785.750000 Penalty: 998.007141
	Iteration 117Q: 3 clusters Score -3692786 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3692802.250000 Penalty: 998.007141
	Iteration 118Q: 3 clusters Score -3692802 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3692828.000000 Penalty: 998.007141
	Iteration 119Q: 3 clusters Score -3692828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3692863.750000 Penalty: 998.007141
	Iteration 120F: 3 clusters Score -3692864 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3692883.750000 Penalty: 998.007141
	Iteration 121Q: 3 clusters Score -3692884 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3692888.750000 Penalty: 998.007141
	Iteration 122Q: 3 clusters Score -3692889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3692903.750000 Penalty: 998.007141
	Iteration 123Q: 3 clusters Score -3692904 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3692908.750000 Penalty: 998.007141
	Iteration 124Q: 3 clusters Score -3692909 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3692924.250000 Penalty: 998.007141
	Iteration 125Q: 3 clusters Score -3692924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3692920.750000 Penalty: 998.007141
	Iteration 126Q: 3 clusters Score -3692921 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3692941.000000 Penalty: 998.007141
	Iteration 127Q: 3 clusters Score -3692941 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3692946.250000 Penalty: 998.007141
	Iteration 128Q: 3 clusters Score -3692946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3692962.750000 Penalty: 998.007141
	Iteration 129Q: 3 clusters Score -3692963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3692966.000000 Penalty: 998.007141
	Iteration 130Q: 3 clusters Score -3692966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3692980.500000 Penalty: 998.007141
	Iteration 131Q: 3 clusters Score -3692980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3692997.750000 Penalty: 998.007141
	Iteration 132Q: 3 clusters Score -3692998 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3693017.250000 Penalty: 998.007141
	Iteration 133Q: 3 clusters Score -3693017 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3693030.500000 Penalty: 998.007141
	Iteration 134Q: 3 clusters Score -3693030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3693074.500000 Penalty: 998.007141
	Iteration 135Q: 3 clusters Score -3693074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3693089.500000 Penalty: 998.007141
	Iteration 136Q: 3 clusters Score -3693090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3693103.250000 Penalty: 998.007141
	Iteration 137Q: 3 clusters Score -3693103 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3693120.500000 Penalty: 998.007141
	Iteration 138Q: 3 clusters Score -3693120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3693138.000000 Penalty: 998.007141
	Iteration 139Q: 3 clusters Score -3693138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3693163.000000 Penalty: 998.007141
	Iteration 140F: 3 clusters Score -3693163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3693188.750000 Penalty: 998.007141
	Iteration 141Q: 3 clusters Score -3693189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3693189.750000 Penalty: 998.007141
	Iteration 142Q: 3 clusters Score -3693190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3693197.750000 Penalty: 998.007141
	Iteration 143Q: 3 clusters Score -3693198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3693209.250000 Penalty: 998.007141
	Iteration 144Q: 3 clusters Score -3693209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3693216.250000 Penalty: 998.007141
	Iteration 145Q: 3 clusters Score -3693216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3693218.750000 Penalty: 998.007141
	Iteration 146Q: 3 clusters Score -3693219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3693230.250000 Penalty: 998.007141
	Iteration 147Q: 3 clusters Score -3693230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3693238.000000 Penalty: 998.007141
	Iteration 148Q: 3 clusters Score -3693238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3693238.750000 Penalty: 998.007141
	Iteration 149Q: 3 clusters Score -3693239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3693236.500000 Penalty: 998.007141
	Iteration 150Q: 3 clusters Score -3693236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3693246.500000 Penalty: 998.007141
	Iteration 151Q: 3 clusters Score -3693246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3693259.250000 Penalty: 998.007141
	Iteration 152Q: 3 clusters Score -3693259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3693261.250000 Penalty: 998.007141
	Iteration 153Q: 3 clusters Score -3693261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3693267.000000 Penalty: 998.007141
	Iteration 154Q: 3 clusters Score -3693267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3693265.000000 Penalty: 998.007141
	Iteration 155Q: 3 clusters Score -3693265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3693278.500000 Penalty: 998.007141
	Iteration 156Q: 3 clusters Score -3693278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3693282.250000 Penalty: 998.007141
	Iteration 157Q: 3 clusters Score -3693282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3693286.500000 Penalty: 998.007141
	Iteration 158Q: 3 clusters Score -3693286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3693294.500000 Penalty: 998.007141
	Iteration 159Q: 3 clusters Score -3693294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3693299.250000 Penalty: 998.007141
	Iteration 160F: 3 clusters Score -3693299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3693299.250000 Penalty: 998.007141
	Iteration 161Q: 3 clusters Score -3693299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3693300.250000 Penalty: 998.007141
	Iteration 162Q: 3 clusters Score -3693300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3693305.500000 Penalty: 998.007141
	Iteration 163Q: 3 clusters Score -3693306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3693300.750000 Penalty: 998.007141
	Iteration 164Q: 3 clusters Score -3693301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3693303.500000 Penalty: 998.007141
	Iteration 165Q: 3 clusters Score -3693304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3693303.250000 Penalty: 998.007141
	Iteration 166Q: 3 clusters Score -3693303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3693304.750000 Penalty: 998.007141
	Iteration 167Q: 3 clusters Score -3693305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3693311.000000 Penalty: 998.007141
	Iteration 168Q: 3 clusters Score -3693311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3693312.500000 Penalty: 998.007141
	Iteration 169Q: 3 clusters Score -3693312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3693314.750000 Penalty: 998.007141
	Iteration 170Q: 3 clusters Score -3693315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3693315.750000 Penalty: 998.007141
	Iteration 171Q: 3 clusters Score -3693316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3693314.750000 Penalty: 998.007141
	Iteration 172Q: 3 clusters Score -3693315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3693313.250000 Penalty: 998.007141
	Iteration 173Q: 3 clusters Score -3693313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3693314.500000 Penalty: 998.007141
	Iteration 174Q: 3 clusters Score -3693314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3693317.250000 Penalty: 998.007141
	Iteration 175Q: 3 clusters Score -3693317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3693317.250000 Penalty: 998.007141
	Iteration 176Q: 3 clusters Score -3693317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3693315.250000 Penalty: 998.007141
	Iteration 177Q: 3 clusters Score -3693315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3693318.750000 Penalty: 998.007141
	Iteration 178Q: 3 clusters Score -3693319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3693317.250000 Penalty: 998.007141
	Iteration 179Q: 3 clusters Score -3693317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3693321.500000 Penalty: 998.007141
	Iteration 180F: 3 clusters Score -3693322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3693315.250000 Penalty: 998.007141
	Iteration 181Q: 3 clusters Score -3693315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3693316.500000 Penalty: 998.007141
	Iteration 182Q: 3 clusters Score -3693316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3693317.000000 Penalty: 998.007141
	Iteration 183Q: 3 clusters Score -3693317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3693318.750000 Penalty: 998.007141
	Iteration 184Q: 3 clusters Score -3693319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3693319.750000 Penalty: 998.007141
	Iteration 185Q: 3 clusters Score -3693320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3693320.500000 Penalty: 998.007141
	Iteration 186Q: 3 clusters Score -3693320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3693324.000000 Penalty: 998.007141
	Iteration 187Q: 3 clusters Score -3693324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3693323.750000 Penalty: 998.007141
	Iteration 188Q: 3 clusters Score -3693324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3693323.750000 Penalty: 998.007141
	Iteration 189Q: 3 clusters Score -3693324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3693324.500000 Penalty: 998.007141
	Iteration 190Q: 3 clusters Score -3693324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3693326.000000 Penalty: 998.007141
	Iteration 191Q: 3 clusters Score -3693326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3693324.250000 Penalty: 998.007141
	Iteration 192Q: 3 clusters Score -3693324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3693327.250000 Penalty: 998.007141
	Iteration 193Q: 3 clusters Score -3693327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3693322.750000 Penalty: 998.007141
	Iteration 194Q: 3 clusters Score -3693323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3693321.500000 Penalty: 998.007141
	Iteration 195Q: 3 clusters Score -3693322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3693326.000000 Penalty: 998.007141
	Iteration 196Q: 3 clusters Score -3693326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3693324.000000 Penalty: 998.007141
	Iteration 197Q: 3 clusters Score -3693324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3693322.750000 Penalty: 998.007141
	Iteration 198Q: 3 clusters Score -3693323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3693326.250000 Penalty: 998.007141
	Iteration 199Q: 3 clusters Score -3693326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3693325.750000 Penalty: 998.007141
	Iteration 200F: 3 clusters Score -3693326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3693327.500000 Penalty: 998.007141
	Iteration 201Q: 3 clusters Score -3693328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3693327.250000 Penalty: 998.007141
	Iteration 202Q: 3 clusters Score -3693327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3693325.500000 Penalty: 998.007141
	Iteration 203Q: 3 clusters Score -3693326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3693328.000000 Penalty: 998.007141
	Iteration 204Q: 3 clusters Score -3693328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3693328.750000 Penalty: 998.007141
	Iteration 205Q: 3 clusters Score -3693329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3693330.000000 Penalty: 998.007141
	Iteration 206Q: 3 clusters Score -3693330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3693328.500000 Penalty: 998.007141
	Iteration 207Q: 3 clusters Score -3693328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3693328.500000 Penalty: 998.007141
	Iteration 208F: 3 clusters Score -3693328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -109019.492188 Penalty: 338.793060
	Iteration 0F: 2 clusters Score -109019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -107725.460938 Penalty: 677.586121
	Iteration 0F: 3 clusters Score -107725.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -108138.351562 Penalty: 677.586121
	Iteration 1F: 3 clusters Score -108138.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -108212.414062 Penalty: 677.586121
	Iteration 2F: 3 clusters Score -108212.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -108271.445312 Penalty: 677.586121
	Iteration 3F: 3 clusters Score -108271.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -108337.750000 Penalty: 677.586121
	Iteration 4F: 3 clusters Score -108337.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108422.617188 Penalty: 677.586121
	Iteration 5F: 3 clusters Score -108422.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -108520.070312 Penalty: 677.586121
	Iteration 6F: 3 clusters Score -108520.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -108624.054688 Penalty: 677.586121
	Iteration 7F: 3 clusters Score -108624.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -108682.882812 Penalty: 677.586121
	Iteration 8Q: 3 clusters Score -108682.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -108714.773438 Penalty: 677.586121
	Iteration 9Q: 3 clusters Score -108714.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -108737.234375 Penalty: 677.586121
	Iteration 10Q: 3 clusters Score -108737.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -108752.476562 Penalty: 677.586121
	Iteration 11Q: 3 clusters Score -108752.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -108763.062500 Penalty: 677.586121
	Iteration 12Q: 3 clusters Score -108763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -108768.320312 Penalty: 677.586121
	Iteration 13Q: 3 clusters Score -108768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -108770.523438 Penalty: 677.586121
	Iteration 14Q: 3 clusters Score -108770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -108771.976562 Penalty: 677.586121
	Iteration 15Q: 3 clusters Score -108772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -108773.390625 Penalty: 677.586121
	Iteration 16Q: 3 clusters Score -108773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -108774.445312 Penalty: 677.586121
	Iteration 17Q: 3 clusters Score -108774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -108775.187500 Penalty: 677.586121
	Iteration 18Q: 3 clusters Score -108775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -108776.140625 Penalty: 677.586121
	Iteration 19Q: 3 clusters Score -108776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -108776.570312 Penalty: 677.586121
	Iteration 20F: 3 clusters Score -108776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -108776.906250 Penalty: 677.586121
	Iteration 21Q: 3 clusters Score -108776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -108776.945312 Penalty: 677.586121
	Iteration 22Q: 3 clusters Score -108776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -108776.945312 Penalty: 677.586121
	Iteration 23F: 3 clusters Score -108776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Entering Unmasked Estep 
Score: -740600.187500 Penalty: 426.295776
	Iteration 0F: 2 clusters Score -740600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -732793.687500 Penalty: 852.591553
	Iteration 0F: 3 clusters Score -732793.7 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -735864.437500 Penalty: 852.591553
	Iteration 1F: 3 clusters Score -735864.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -736213.625000 Penalty: 852.591553
	Iteration 2F: 3 clusters Score -736213.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -736748.812500 Penalty: 852.591553
	Iteration 3F: 3 clusters Score -736748.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -737544.187500 Penalty: 852.591553
	Iteration 4F: 3 clusters Score -737544.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -738441.062500 Penalty: 852.591553
	Iteration 5F: 3 clusters Score -738441.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -739112.062500 Penalty: 852.591553
	Iteration 6F: 3 clusters Score -739112.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -739500.812500 Penalty: 852.591553
	Iteration 7Q: 3 clusters Score -739500.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -739736.562500 Penalty: 852.591553
	Iteration 8Q: 3 clusters Score -739736.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -739915.375000 Penalty: 852.591553
	Iteration 9Q: 3 clusters Score -739915.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -740054.937500 Penalty: 852.591553
	Iteration 10Q: 3 clusters Score -740054.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -740150.875000 Penalty: 852.591553
	Iteration 11Q: 3 clusters Score -740150.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -740218.437500 Penalty: 852.591553
	Iteration 12Q: 3 clusters Score -740218.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -740265.625000 Penalty: 852.591553
	Iteration 13Q: 3 clusters Score -740265.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -740292.687500 Penalty: 852.591553
	Iteration 14Q: 3 clusters Score -740292.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -740308.062500 Penalty: 852.591553
	Iteration 15Q: 3 clusters Score -740308.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -740312.437500 Penalty: 852.591553
	Iteration 16Q: 3 clusters Score -740312.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -740315.437500 Penalty: 852.591553
	Iteration 17Q: 3 clusters Score -740315.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -740318.500000 Penalty: 852.591553
	Iteration 18Q: 3 clusters Score -740318.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -740323.812500 Penalty: 852.591553
	Iteration 19Q: 3 clusters Score -740323.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -740329.812500 Penalty: 852.591553
	Iteration 20F: 3 clusters Score -740329.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -740332.375000 Penalty: 852.591553
	Iteration 21Q: 3 clusters Score -740332.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -740333.937500 Penalty: 852.591553
	Iteration 22Q: 3 clusters Score -740333.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -740337.500000 Penalty: 852.591553
	Iteration 23Q: 3 clusters Score -740337.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -740338.812500 Penalty: 852.591553
	Iteration 24Q: 3 clusters Score -740338.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -740339.000000 Penalty: 852.591553
	Iteration 25Q: 3 clusters Score -740339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -740339.750000 Penalty: 852.591553
	Iteration 26Q: 3 clusters Score -740339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -740340.125000 Penalty: 852.591553
	Iteration 27Q: 3 clusters Score -740340.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -740341.812500 Penalty: 852.591553
	Iteration 28Q: 3 clusters Score -740341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -740342.125000 Penalty: 852.591553
	Iteration 29Q: 3 clusters Score -740342.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -740343.062500 Penalty: 852.591553
	Iteration 30Q: 3 clusters Score -740343.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -740344.875000 Penalty: 852.591553
	Iteration 31Q: 3 clusters Score -740344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -740344.687500 Penalty: 852.591553
	Iteration 32Q: 3 clusters Score -740344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -740346.000000 Penalty: 852.591553
	Iteration 33Q: 3 clusters Score -740346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -740346.250000 Penalty: 852.591553
	Iteration 34Q: 3 clusters Score -740346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -740345.375000 Penalty: 852.591553
	Iteration 35Q: 3 clusters Score -740345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -740347.125000 Penalty: 852.591553
	Iteration 36Q: 3 clusters Score -740347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -740347.125000 Penalty: 852.591553
	Iteration 37Q: 3 clusters Score -740347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -740348.437500 Penalty: 852.591553
	Iteration 38Q: 3 clusters Score -740348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -740348.062500 Penalty: 852.591553
	Iteration 39Q: 3 clusters Score -740348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -740348.375000 Penalty: 852.591553
	Iteration 40F: 3 clusters Score -740348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -740348.562500 Penalty: 852.591553
	Iteration 41Q: 3 clusters Score -740348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -740348.937500 Penalty: 852.591553
	Iteration 42Q: 3 clusters Score -740348.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -740350.000000 Penalty: 852.591553
	Iteration 43Q: 3 clusters Score -740350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -740348.750000 Penalty: 852.591553
	Iteration 44Q: 3 clusters Score -740348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -740351.062500 Penalty: 852.591553
	Iteration 45Q: 3 clusters Score -740351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -740349.625000 Penalty: 852.591553
	Iteration 46Q: 3 clusters Score -740349.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -740351.437500 Penalty: 852.591553
	Iteration 47Q: 3 clusters Score -740351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -740351.562500 Penalty: 852.591553
	Iteration 48Q: 3 clusters Score -740351.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -740353.937500 Penalty: 852.591553
	Iteration 49Q: 3 clusters Score -740353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -740356.562500 Penalty: 852.591553
	Iteration 50Q: 3 clusters Score -740356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -740358.437500 Penalty: 852.591553
	Iteration 51Q: 3 clusters Score -740358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -740358.187500 Penalty: 852.591553
	Iteration 52Q: 3 clusters Score -740358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -740359.437500 Penalty: 852.591553
	Iteration 53Q: 3 clusters Score -740359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -740359.125000 Penalty: 852.591553
	Iteration 54Q: 3 clusters Score -740359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -740358.437500 Penalty: 852.591553
	Iteration 55Q: 3 clusters Score -740358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -740360.000000 Penalty: 852.591553
	Iteration 56Q: 3 clusters Score -740360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -740358.062500 Penalty: 852.591553
	Iteration 57Q: 3 clusters Score -740358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -740359.187500 Penalty: 852.591553
	Iteration 58Q: 3 clusters Score -740359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -740359.250000 Penalty: 852.591553
	Iteration 59Q: 3 clusters Score -740359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -740360.000000 Penalty: 852.591553
	Iteration 60F: 3 clusters Score -740360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -740359.687500 Penalty: 852.591553
	Iteration 61Q: 3 clusters Score -740359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -740358.250000 Penalty: 852.591553
	Iteration 62Q: 3 clusters Score -740358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -740357.875000 Penalty: 852.591553
	Iteration 63Q: 3 clusters Score -740357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -740359.187500 Penalty: 852.591553
	Iteration 64Q: 3 clusters Score -740359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -740358.000000 Penalty: 852.591553
	Iteration 65Q: 3 clusters Score -740358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -740359.437500 Penalty: 852.591553
	Iteration 66Q: 3 clusters Score -740359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -740359.187500 Penalty: 852.591553
	Iteration 67Q: 3 clusters Score -740359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -740359.375000 Penalty: 852.591553
	Iteration 68Q: 3 clusters Score -740359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -740359.687500 Penalty: 852.591553
	Iteration 69Q: 3 clusters Score -740359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -740361.000000 Penalty: 852.591553
	Iteration 70Q: 3 clusters Score -740361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -740361.625000 Penalty: 852.591553
	Iteration 71Q: 3 clusters Score -740361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -740361.250000 Penalty: 852.591553
	Iteration 72Q: 3 clusters Score -740361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -740359.937500 Penalty: 852.591553
	Iteration 73Q: 3 clusters Score -740359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -740361.562500 Penalty: 852.591553
	Iteration 74Q: 3 clusters Score -740361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -740362.500000 Penalty: 852.591553
	Iteration 75Q: 3 clusters Score -740362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -740362.562500 Penalty: 852.591553
	Iteration 76Q: 3 clusters Score -740362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -740361.437500 Penalty: 852.591553
	Iteration 77Q: 3 clusters Score -740361.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -740362.375000 Penalty: 852.591553
	Iteration 78Q: 3 clusters Score -740362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -740362.375000 Penalty: 852.591553
	Iteration 79Q: 3 clusters Score -740362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -740364.312500 Penalty: 852.591553
	Iteration 80F: 3 clusters Score -740364.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -740365.312500 Penalty: 852.591553
	Iteration 81Q: 3 clusters Score -740365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -740364.187500 Penalty: 852.591553
	Iteration 82Q: 3 clusters Score -740364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -740365.625000 Penalty: 852.591553
	Iteration 83Q: 3 clusters Score -740365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -740366.312500 Penalty: 852.591553
	Iteration 84Q: 3 clusters Score -740366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -740366.875000 Penalty: 852.591553
	Iteration 85Q: 3 clusters Score -740366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -740366.750000 Penalty: 852.591553
	Iteration 86Q: 3 clusters Score -740366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -740367.062500 Penalty: 852.591553
	Iteration 87Q: 3 clusters Score -740367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -740367.812500 Penalty: 852.591553
	Iteration 88Q: 3 clusters Score -740367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -740367.312500 Penalty: 852.591553
	Iteration 89Q: 3 clusters Score -740367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -740368.437500 Penalty: 852.591553
	Iteration 90Q: 3 clusters Score -740368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -740369.000000 Penalty: 852.591553
	Iteration 91Q: 3 clusters Score -740369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -740369.750000 Penalty: 852.591553
	Iteration 92Q: 3 clusters Score -740369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -740368.500000 Penalty: 852.591553
	Iteration 93Q: 3 clusters Score -740368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -740368.062500 Penalty: 852.591553
	Iteration 94Q: 3 clusters Score -740368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -740367.687500 Penalty: 852.591553
	Iteration 95Q: 3 clusters Score -740367.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -740366.500000 Penalty: 852.591553
	Iteration 96Q: 3 clusters Score -740366.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -740367.000000 Penalty: 852.591553
	Iteration 97Q: 3 clusters Score -740367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -740369.500000 Penalty: 852.591553
	Iteration 98Q: 3 clusters Score -740369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -740371.187500 Penalty: 852.591553
	Iteration 99Q: 3 clusters Score -740371.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -740373.875000 Penalty: 852.591553
	Iteration 100F: 3 clusters Score -740373.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -740373.312500 Penalty: 852.591553
	Iteration 101Q: 3 clusters Score -740373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -740375.437500 Penalty: 852.591553
	Iteration 102Q: 3 clusters Score -740375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -740375.625000 Penalty: 852.591553
	Iteration 103Q: 3 clusters Score -740375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -740378.687500 Penalty: 852.591553
	Iteration 104Q: 3 clusters Score -740378.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -740380.187500 Penalty: 852.591553
	Iteration 105Q: 3 clusters Score -740380.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -740384.125000 Penalty: 852.591553
	Iteration 106Q: 3 clusters Score -740384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -740384.625000 Penalty: 852.591553
	Iteration 107Q: 3 clusters Score -740384.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -740384.125000 Penalty: 852.591553
	Iteration 108Q: 3 clusters Score -740384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -740384.875000 Penalty: 852.591553
	Iteration 109Q: 3 clusters Score -740384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -740385.125000 Penalty: 852.591553
	Iteration 110Q: 3 clusters Score -740385.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -740385.375000 Penalty: 852.591553
	Iteration 111Q: 3 clusters Score -740385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -740385.875000 Penalty: 852.591553
	Iteration 112Q: 3 clusters Score -740385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -740388.312500 Penalty: 852.591553
	Iteration 113Q: 3 clusters Score -740388.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -740390.250000 Penalty: 852.591553
	Iteration 114Q: 3 clusters Score -740390.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -740392.937500 Penalty: 852.591553
	Iteration 115Q: 3 clusters Score -740392.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -740394.750000 Penalty: 852.591553
	Iteration 116Q: 3 clusters Score -740394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -740395.687500 Penalty: 852.591553
	Iteration 117Q: 3 clusters Score -740395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -740395.875000 Penalty: 852.591553
	Iteration 118Q: 3 clusters Score -740395.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -740399.000000 Penalty: 852.591553
	Iteration 119Q: 3 clusters Score -740399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -740401.000000 Penalty: 852.591553
	Iteration 120F: 3 clusters Score -740401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -740401.062500 Penalty: 852.591553
	Iteration 121Q: 3 clusters Score -740401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -740400.687500 Penalty: 852.591553
	Iteration 122Q: 3 clusters Score -740400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -740401.437500 Penalty: 852.591553
	Iteration 123Q: 3 clusters Score -740401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -740404.812500 Penalty: 852.591553
	Iteration 124Q: 3 clusters Score -740404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -740405.375000 Penalty: 852.591553
	Iteration 125Q: 3 clusters Score -740405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -740403.812500 Penalty: 852.591553
	Iteration 126Q: 3 clusters Score -740403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -740404.812500 Penalty: 852.591553
	Iteration 127Q: 3 clusters Score -740404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -740405.000000 Penalty: 852.591553
	Iteration 128Q: 3 clusters Score -740405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -740404.750000 Penalty: 852.591553
	Iteration 129Q: 3 clusters Score -740404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -740406.437500 Penalty: 852.591553
	Iteration 130Q: 3 clusters Score -740406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -740408.500000 Penalty: 852.591553
	Iteration 131Q: 3 clusters Score -740408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -740408.062500 Penalty: 852.591553
	Iteration 132Q: 3 clusters Score -740408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -740406.625000 Penalty: 852.591553
	Iteration 133Q: 3 clusters Score -740406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -740408.375000 Penalty: 852.591553
	Iteration 134Q: 3 clusters Score -740408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -740409.750000 Penalty: 852.591553
	Iteration 135Q: 3 clusters Score -740409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -740411.625000 Penalty: 852.591553
	Iteration 136Q: 3 clusters Score -740411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -740411.562500 Penalty: 852.591553
	Iteration 137Q: 3 clusters Score -740411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -740410.687500 Penalty: 852.591553
	Iteration 138Q: 3 clusters Score -740410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -740413.312500 Penalty: 852.591553
	Iteration 139Q: 3 clusters Score -740413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -740414.312500 Penalty: 852.591553
	Iteration 140F: 3 clusters Score -740414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -740412.937500 Penalty: 852.591553
	Iteration 141Q: 3 clusters Score -740412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -740414.062500 Penalty: 852.591553
	Iteration 142Q: 3 clusters Score -740414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -740414.062500 Penalty: 852.591553
	Iteration 143F: 3 clusters Score -740414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4472.167969 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4472.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4315.617676 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4315.618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4374.604492 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4374.604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4392.770508 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4392.771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4396.213379 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4396.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4397.141602 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4397.142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4397.141602 Penalty: 438.645630
	Iteration 5F: 3 clusters Score -4397.142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -48312.445312 Penalty: 306.693634
	Iteration 0F: 2 clusters Score -48312.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47621.718750 Penalty: 613.387268
	Iteration 0F: 3 clusters Score -47621.72 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47850.941406 Penalty: 613.387268
	Iteration 1F: 3 clusters Score -47850.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -47928.250000 Penalty: 613.387268
	Iteration 2F: 3 clusters Score -47928.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48001.863281 Penalty: 613.387268
	Iteration 3F: 3 clusters Score -48001.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -48057.234375 Penalty: 613.387268
	Iteration 4F: 3 clusters Score -48057.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48102.328125 Penalty: 613.387268
	Iteration 5F: 3 clusters Score -48102.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -48139.562500 Penalty: 613.387268
	Iteration 6Q: 3 clusters Score -48139.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -48160.304688 Penalty: 613.387268
	Iteration 7Q: 3 clusters Score -48160.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48164.804688 Penalty: 613.387268
	Iteration 8Q: 3 clusters Score -48164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -48168.039062 Penalty: 613.387268
	Iteration 9Q: 3 clusters Score -48168.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -48170.167969 Penalty: 613.387268
	Iteration 10Q: 3 clusters Score -48170.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48171.218750 Penalty: 613.387268
	Iteration 11Q: 3 clusters Score -48171.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48171.535156 Penalty: 613.387268
	Iteration 12Q: 3 clusters Score -48171.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48171.535156 Penalty: 613.387268
	Iteration 13F: 3 clusters Score -48171.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -192788.218750 Penalty: 363.678986
	Iteration 0F: 2 clusters Score -192788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -190740.109375 Penalty: 727.357971
	Iteration 0F: 3 clusters Score -190740.1 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -191407.343750 Penalty: 727.357971
	Iteration 1F: 3 clusters Score -191407.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -191542.750000 Penalty: 727.357971
	Iteration 2F: 3 clusters Score -191542.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -191693.078125 Penalty: 727.357971
	Iteration 3F: 3 clusters Score -191693.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -191841.015625 Penalty: 727.357971
	Iteration 4F: 3 clusters Score -191841 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -191996.546875 Penalty: 727.357971
	Iteration 5F: 3 clusters Score -191996.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192144.921875 Penalty: 727.357971
	Iteration 6F: 3 clusters Score -192144.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -192290.750000 Penalty: 727.357971
	Iteration 7F: 3 clusters Score -192290.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192404.703125 Penalty: 727.357971
	Iteration 8Q: 3 clusters Score -192404.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -192514.140625 Penalty: 727.357971
	Iteration 9Q: 3 clusters Score -192514.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192576.140625 Penalty: 727.357971
	Iteration 10Q: 3 clusters Score -192576.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -192630.265625 Penalty: 727.357971
	Iteration 11Q: 3 clusters Score -192630.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -192658.640625 Penalty: 727.357971
	Iteration 12Q: 3 clusters Score -192658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -192677.656250 Penalty: 727.357971
	Iteration 13Q: 3 clusters Score -192677.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192686.546875 Penalty: 727.357971
	Iteration 14Q: 3 clusters Score -192686.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -192691.093750 Penalty: 727.357971
	Iteration 15Q: 3 clusters Score -192691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -192693.609375 Penalty: 727.357971
	Iteration 16Q: 3 clusters Score -192693.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -192696.218750 Penalty: 727.357971
	Iteration 17Q: 3 clusters Score -192696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -192698.062500 Penalty: 727.357971
	Iteration 18Q: 3 clusters Score -192698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192699.437500 Penalty: 727.357971
	Iteration 19Q: 3 clusters Score -192699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -192700.078125 Penalty: 727.357971
	Iteration 20F: 3 clusters Score -192700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192700.078125 Penalty: 727.357971
	Iteration 21Q: 3 clusters Score -192700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192700.078125 Penalty: 727.357971
	Iteration 22F: 3 clusters Score -192700.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (62658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Entering Unmasked Estep 
Score: -3931669.250000 Penalty: 502.567810
	Iteration 0F: 2 clusters Score -3931669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3889449.250000 Penalty: 1005.135620
	Iteration 0F: 3 clusters Score -3889449 nChanged 30555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -3908670.000000 Penalty: 1005.135620
	Iteration 1F: 3 clusters Score -3908670 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -3911038.250000 Penalty: 1005.135620
	Iteration 2F: 3 clusters Score -3911038 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -3915181.500000 Penalty: 1005.135620
	Iteration 3F: 3 clusters Score -3915182 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -3920902.750000 Penalty: 1005.135620
	Iteration 4F: 3 clusters Score -3920903 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -3926116.000000 Penalty: 1005.135620
	Iteration 5F: 3 clusters Score -3926116 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -3929251.500000 Penalty: 1005.135620
	Iteration 6F: 3 clusters Score -3929252 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -3930561.250000 Penalty: 1005.135620
	Iteration 7Q: 3 clusters Score -3930561 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -3930997.250000 Penalty: 1005.135620
	Iteration 8Q: 3 clusters Score -3930997 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -3931139.000000 Penalty: 1005.135620
	Iteration 9Q: 3 clusters Score -3931139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -3931204.000000 Penalty: 1005.135620
	Iteration 10Q: 3 clusters Score -3931204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -3931236.500000 Penalty: 1005.135620
	Iteration 11Q: 3 clusters Score -3931236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -3931248.500000 Penalty: 1005.135620
	Iteration 12Q: 3 clusters Score -3931248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -3931258.750000 Penalty: 1005.135620
	Iteration 13Q: 3 clusters Score -3931259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -3931263.000000 Penalty: 1005.135620
	Iteration 14Q: 3 clusters Score -3931263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -3931264.000000 Penalty: 1005.135620
	Iteration 15Q: 3 clusters Score -3931264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -3931269.750000 Penalty: 1005.135620
	Iteration 16Q: 3 clusters Score -3931270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -3931269.750000 Penalty: 1005.135620
	Iteration 17F: 3 clusters Score -3931270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Entering Unmasked Estep 
Score: -5635401.000000 Penalty: 519.390686
	Iteration 0F: 2 clusters Score -5635401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -5582971.500000 Penalty: 1038.781372
	Iteration 0F: 3 clusters Score -5582972 nChanged 44496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -5610531.500000 Penalty: 1038.781372
	Iteration 1F: 3 clusters Score -5610532 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -5612533.000000 Penalty: 1038.781372
	Iteration 2Q: 3 clusters Score -5612533 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -5615843.000000 Penalty: 1038.781372
	Iteration 3F: 3 clusters Score -5615843 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -5620659.000000 Penalty: 1038.781372
	Iteration 4F: 3 clusters Score -5620659 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -5626057.000000 Penalty: 1038.781372
	Iteration 5F: 3 clusters Score -5626057 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -5630168.500000 Penalty: 1038.781372
	Iteration 6F: 3 clusters Score -5630168 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -5632128.000000 Penalty: 1038.781372
	Iteration 7Q: 3 clusters Score -5632128 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -5633106.500000 Penalty: 1038.781372
	Iteration 8Q: 3 clusters Score -5633106 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -5633749.500000 Penalty: 1038.781372
	Iteration 9Q: 3 clusters Score -5633750 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -5634312.500000 Penalty: 1038.781372
	Iteration 10Q: 3 clusters Score -5634312 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -5634896.000000 Penalty: 1038.781372
	Iteration 11Q: 3 clusters Score -5634896 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -5635496.500000 Penalty: 1038.781372
	Iteration 12Q: 3 clusters Score -5635496 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -5636114.000000 Penalty: 1038.781372
	Iteration 13Q: 3 clusters Score -5636114 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -5636617.000000 Penalty: 1038.781372
	Iteration 14Q: 3 clusters Score -5636617 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -5637138.000000 Penalty: 1038.781372
	Iteration 15Q: 3 clusters Score -5637138 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -5637603.000000 Penalty: 1038.781372
	Iteration 16Q: 3 clusters Score -5637603 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -5638023.500000 Penalty: 1038.781372
	Iteration 17Q: 3 clusters Score -5638024 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -5638327.500000 Penalty: 1038.781372
	Iteration 18Q: 3 clusters Score -5638328 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -5638604.500000 Penalty: 1038.781372
	Iteration 19Q: 3 clusters Score -5638604 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -5638874.500000 Penalty: 1038.781372
	Iteration 20F: 3 clusters Score -5638874 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -5639404.000000 Penalty: 1038.781372
	Iteration 21Q: 3 clusters Score -5639404 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -5639762.500000 Penalty: 1038.781372
	Iteration 22Q: 3 clusters Score -5639762 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -5640126.000000 Penalty: 1038.781372
	Iteration 23Q: 3 clusters Score -5640126 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -5640348.500000 Penalty: 1038.781372
	Iteration 24Q: 3 clusters Score -5640348 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -5640478.000000 Penalty: 1038.781372
	Iteration 25Q: 3 clusters Score -5640478 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -5640390.500000 Penalty: 1038.781372
	Iteration 26Q: 3 clusters Score -5640390 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -5640207.500000 Penalty: 1038.781372
	Iteration 27Q: 3 clusters Score -5640208 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -5639855.500000 Penalty: 1038.781372
	Iteration 28Q: 3 clusters Score -5639856 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -5639540.000000 Penalty: 1038.781372
	Iteration 29Q: 3 clusters Score -5639540 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -5638971.500000 Penalty: 1038.781372
	Iteration 30Q: 3 clusters Score -5638972 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -5638563.500000 Penalty: 1038.781372
	Iteration 31Q: 3 clusters Score -5638564 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -5638161.500000 Penalty: 1038.781372
	Iteration 32Q: 3 clusters Score -5638162 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -5637841.500000 Penalty: 1038.781372
	Iteration 33Q: 3 clusters Score -5637842 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -5637614.500000 Penalty: 1038.781372
	Iteration 34Q: 3 clusters Score -5637614 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -5637327.500000 Penalty: 1038.781372
	Iteration 35Q: 3 clusters Score -5637328 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -5637225.500000 Penalty: 1038.781372
	Iteration 36Q: 3 clusters Score -5637226 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -5637027.500000 Penalty: 1038.781372
	Iteration 37Q: 3 clusters Score -5637028 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -5636830.000000 Penalty: 1038.781372
	Iteration 38Q: 3 clusters Score -5636830 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -5636696.500000 Penalty: 1038.781372
	Iteration 39Q: 3 clusters Score -5636696 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -5636562.500000 Penalty: 1038.781372
	Iteration 40F: 3 clusters Score -5636562 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -5636394.500000 Penalty: 1038.781372
	Iteration 41Q: 3 clusters Score -5636394 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -5636211.000000 Penalty: 1038.781372
	Iteration 42Q: 3 clusters Score -5636211 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -5636131.500000 Penalty: 1038.781372
	Iteration 43Q: 3 clusters Score -5636132 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -5635990.000000 Penalty: 1038.781372
	Iteration 44Q: 3 clusters Score -5635990 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -5635859.000000 Penalty: 1038.781372
	Iteration 45Q: 3 clusters Score -5635859 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -5635795.000000 Penalty: 1038.781372
	Iteration 46Q: 3 clusters Score -5635795 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -5635738.500000 Penalty: 1038.781372
	Iteration 47Q: 3 clusters Score -5635738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -5635706.000000 Penalty: 1038.781372
	Iteration 48Q: 3 clusters Score -5635706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -5635643.000000 Penalty: 1038.781372
	Iteration 49Q: 3 clusters Score -5635643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -5635584.000000 Penalty: 1038.781372
	Iteration 50Q: 3 clusters Score -5635584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -5635540.000000 Penalty: 1038.781372
	Iteration 51Q: 3 clusters Score -5635540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -5635471.000000 Penalty: 1038.781372
	Iteration 52Q: 3 clusters Score -5635471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -5635405.500000 Penalty: 1038.781372
	Iteration 53Q: 3 clusters Score -5635406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -5635373.000000 Penalty: 1038.781372
	Iteration 54Q: 3 clusters Score -5635373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -5635357.000000 Penalty: 1038.781372
	Iteration 55Q: 3 clusters Score -5635357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -5635338.000000 Penalty: 1038.781372
	Iteration 56Q: 3 clusters Score -5635338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -5635332.500000 Penalty: 1038.781372
	Iteration 57Q: 3 clusters Score -5635332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 90126 members 
Entering Unmasked Estep 
Score: -5635309.000000 Penalty: 1038.781372
	Iteration 58Q: 3 clusters Score -5635309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -5635314.500000 Penalty: 1038.781372
	Iteration 59Q: 3 clusters Score -5635314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -5635296.000000 Penalty: 1038.781372
	Iteration 60F: 3 clusters Score -5635296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -5635296.500000 Penalty: 1038.781372
	Iteration 61Q: 3 clusters Score -5635296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -5635297.000000 Penalty: 1038.781372
	Iteration 62Q: 3 clusters Score -5635297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -5635303.000000 Penalty: 1038.781372
	Iteration 63Q: 3 clusters Score -5635303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -5635299.000000 Penalty: 1038.781372
	Iteration 64Q: 3 clusters Score -5635299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -5635307.000000 Penalty: 1038.781372
	Iteration 65Q: 3 clusters Score -5635307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -5635292.500000 Penalty: 1038.781372
	Iteration 66Q: 3 clusters Score -5635292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -5635290.000000 Penalty: 1038.781372
	Iteration 67Q: 3 clusters Score -5635290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -5635280.000000 Penalty: 1038.781372
	Iteration 68Q: 3 clusters Score -5635280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -5635275.500000 Penalty: 1038.781372
	Iteration 69Q: 3 clusters Score -5635276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -5635269.500000 Penalty: 1038.781372
	Iteration 70Q: 3 clusters Score -5635270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -5635259.500000 Penalty: 1038.781372
	Iteration 71Q: 3 clusters Score -5635260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -5635267.500000 Penalty: 1038.781372
	Iteration 72Q: 3 clusters Score -5635268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -5635269.000000 Penalty: 1038.781372
	Iteration 73Q: 3 clusters Score -5635269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -5635269.000000 Penalty: 1038.781372
	Iteration 74Q: 3 clusters Score -5635269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -5635276.500000 Penalty: 1038.781372
	Iteration 75Q: 3 clusters Score -5635276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -5635272.500000 Penalty: 1038.781372
	Iteration 76Q: 3 clusters Score -5635272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -5635270.500000 Penalty: 1038.781372
	Iteration 77Q: 3 clusters Score -5635270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -5635268.000000 Penalty: 1038.781372
	Iteration 78Q: 3 clusters Score -5635268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -5635272.500000 Penalty: 1038.781372
	Iteration 79Q: 3 clusters Score -5635272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -5635273.500000 Penalty: 1038.781372
	Iteration 80F: 3 clusters Score -5635274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -5635275.500000 Penalty: 1038.781372
	Iteration 81Q: 3 clusters Score -5635276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -5635269.500000 Penalty: 1038.781372
	Iteration 82Q: 3 clusters Score -5635270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -5635275.000000 Penalty: 1038.781372
	Iteration 83Q: 3 clusters Score -5635275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -5635280.000000 Penalty: 1038.781372
	Iteration 84Q: 3 clusters Score -5635280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -5635286.000000 Penalty: 1038.781372
	Iteration 85Q: 3 clusters Score -5635286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -5635286.000000 Penalty: 1038.781372
	Iteration 86F: 3 clusters Score -5635286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Entering Unmasked Estep 
Score: -2849358.000000 Penalty: 486.111755
	Iteration 0F: 2 clusters Score -2849358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2821147.750000 Penalty: 972.223511
	Iteration 0F: 3 clusters Score -2821148 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2833847.000000 Penalty: 972.223511
	Iteration 1F: 3 clusters Score -2833847 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2834859.500000 Penalty: 972.223511
	Iteration 2F: 3 clusters Score -2834860 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2836407.000000 Penalty: 972.223511
	Iteration 3F: 3 clusters Score -2836407 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2838732.750000 Penalty: 972.223511
	Iteration 4F: 3 clusters Score -2838733 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2841072.500000 Penalty: 972.223511
	Iteration 5F: 3 clusters Score -2841072 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2842299.000000 Penalty: 972.223511
	Iteration 6F: 3 clusters Score -2842299 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2842699.000000 Penalty: 972.223511
	Iteration 7Q: 3 clusters Score -2842699 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2842813.000000 Penalty: 972.223511
	Iteration 8Q: 3 clusters Score -2842813 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2842898.250000 Penalty: 972.223511
	Iteration 9Q: 3 clusters Score -2842898 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2842975.500000 Penalty: 972.223511
	Iteration 10Q: 3 clusters Score -2842976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2843023.000000 Penalty: 972.223511
	Iteration 11Q: 3 clusters Score -2843023 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2843072.500000 Penalty: 972.223511
	Iteration 12Q: 3 clusters Score -2843072 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2843131.750000 Penalty: 972.223511
	Iteration 13Q: 3 clusters Score -2843132 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2843187.750000 Penalty: 972.223511
	Iteration 14Q: 3 clusters Score -2843188 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2843238.250000 Penalty: 972.223511
	Iteration 15Q: 3 clusters Score -2843238 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2843287.750000 Penalty: 972.223511
	Iteration 16Q: 3 clusters Score -2843288 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2843338.000000 Penalty: 972.223511
	Iteration 17Q: 3 clusters Score -2843338 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2843392.500000 Penalty: 972.223511
	Iteration 18Q: 3 clusters Score -2843392 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2843448.750000 Penalty: 972.223511
	Iteration 19Q: 3 clusters Score -2843449 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2843506.000000 Penalty: 972.223511
	Iteration 20F: 3 clusters Score -2843506 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2843574.000000 Penalty: 972.223511
	Iteration 21Q: 3 clusters Score -2843574 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2843646.000000 Penalty: 972.223511
	Iteration 22Q: 3 clusters Score -2843646 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2843715.250000 Penalty: 972.223511
	Iteration 23Q: 3 clusters Score -2843715 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2843803.250000 Penalty: 972.223511
	Iteration 24Q: 3 clusters Score -2843803 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2843886.250000 Penalty: 972.223511
	Iteration 25Q: 3 clusters Score -2843886 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2843977.750000 Penalty: 972.223511
	Iteration 26Q: 3 clusters Score -2843978 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2844080.500000 Penalty: 972.223511
	Iteration 27Q: 3 clusters Score -2844080 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2844191.500000 Penalty: 972.223511
	Iteration 28Q: 3 clusters Score -2844192 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2844318.500000 Penalty: 972.223511
	Iteration 29Q: 3 clusters Score -2844318 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2844447.750000 Penalty: 972.223511
	Iteration 30Q: 3 clusters Score -2844448 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2844524.500000 Penalty: 972.223511
	Iteration 31Q: 3 clusters Score -2844524 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2844629.750000 Penalty: 972.223511
	Iteration 32Q: 3 clusters Score -2844630 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2844720.750000 Penalty: 972.223511
	Iteration 33Q: 3 clusters Score -2844721 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2844808.500000 Penalty: 972.223511
	Iteration 34Q: 3 clusters Score -2844808 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2844906.250000 Penalty: 972.223511
	Iteration 35Q: 3 clusters Score -2844906 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2844986.500000 Penalty: 972.223511
	Iteration 36Q: 3 clusters Score -2844986 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2845090.250000 Penalty: 972.223511
	Iteration 37Q: 3 clusters Score -2845090 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2845204.000000 Penalty: 972.223511
	Iteration 38Q: 3 clusters Score -2845204 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2845313.250000 Penalty: 972.223511
	Iteration 39Q: 3 clusters Score -2845313 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2845387.500000 Penalty: 972.223511
	Iteration 40F: 3 clusters Score -2845388 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2845455.250000 Penalty: 972.223511
	Iteration 41Q: 3 clusters Score -2845455 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2845531.500000 Penalty: 972.223511
	Iteration 42Q: 3 clusters Score -2845532 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2845627.000000 Penalty: 972.223511
	Iteration 43Q: 3 clusters Score -2845627 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2845739.250000 Penalty: 972.223511
	Iteration 44Q: 3 clusters Score -2845739 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2845870.500000 Penalty: 972.223511
	Iteration 45Q: 3 clusters Score -2845870 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2846000.500000 Penalty: 972.223511
	Iteration 46Q: 3 clusters Score -2846000 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2846113.250000 Penalty: 972.223511
	Iteration 47Q: 3 clusters Score -2846113 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2846241.000000 Penalty: 972.223511
	Iteration 48Q: 3 clusters Score -2846241 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2846355.750000 Penalty: 972.223511
	Iteration 49Q: 3 clusters Score -2846356 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2846501.750000 Penalty: 972.223511
	Iteration 50Q: 3 clusters Score -2846502 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2846629.000000 Penalty: 972.223511
	Iteration 51Q: 3 clusters Score -2846629 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2846759.000000 Penalty: 972.223511
	Iteration 52Q: 3 clusters Score -2846759 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2846913.750000 Penalty: 972.223511
	Iteration 53Q: 3 clusters Score -2846914 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2847075.250000 Penalty: 972.223511
	Iteration 54Q: 3 clusters Score -2847075 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2847260.500000 Penalty: 972.223511
	Iteration 55Q: 3 clusters Score -2847260 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2847433.250000 Penalty: 972.223511
	Iteration 56Q: 3 clusters Score -2847433 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2847617.750000 Penalty: 972.223511
	Iteration 57Q: 3 clusters Score -2847618 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2847827.750000 Penalty: 972.223511
	Iteration 58Q: 3 clusters Score -2847828 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2848039.250000 Penalty: 972.223511
	Iteration 59Q: 3 clusters Score -2848039 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2848218.750000 Penalty: 972.223511
	Iteration 60F: 3 clusters Score -2848219 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2848374.250000 Penalty: 972.223511
	Iteration 61Q: 3 clusters Score -2848374 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2848466.250000 Penalty: 972.223511
	Iteration 62Q: 3 clusters Score -2848466 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2848584.000000 Penalty: 972.223511
	Iteration 63Q: 3 clusters Score -2848584 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2848696.000000 Penalty: 972.223511
	Iteration 64Q: 3 clusters Score -2848696 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2848752.000000 Penalty: 972.223511
	Iteration 65Q: 3 clusters Score -2848752 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2848793.750000 Penalty: 972.223511
	Iteration 66Q: 3 clusters Score -2848794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2848810.000000 Penalty: 972.223511
	Iteration 67Q: 3 clusters Score -2848810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2848840.250000 Penalty: 972.223511
	Iteration 68Q: 3 clusters Score -2848840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2848877.750000 Penalty: 972.223511
	Iteration 69Q: 3 clusters Score -2848878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2848897.500000 Penalty: 972.223511
	Iteration 70Q: 3 clusters Score -2848898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2848906.000000 Penalty: 972.223511
	Iteration 71Q: 3 clusters Score -2848906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2848916.750000 Penalty: 972.223511
	Iteration 72Q: 3 clusters Score -2848917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2848934.500000 Penalty: 972.223511
	Iteration 73Q: 3 clusters Score -2848934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2848938.750000 Penalty: 972.223511
	Iteration 74Q: 3 clusters Score -2848939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2848940.250000 Penalty: 972.223511
	Iteration 75Q: 3 clusters Score -2848940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2848942.500000 Penalty: 972.223511
	Iteration 76Q: 3 clusters Score -2848942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2848951.000000 Penalty: 972.223511
	Iteration 77Q: 3 clusters Score -2848951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2848957.250000 Penalty: 972.223511
	Iteration 78Q: 3 clusters Score -2848957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2848966.000000 Penalty: 972.223511
	Iteration 79Q: 3 clusters Score -2848966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2848969.500000 Penalty: 972.223511
	Iteration 80F: 3 clusters Score -2848970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2848979.750000 Penalty: 972.223511
	Iteration 81Q: 3 clusters Score -2848980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2848992.000000 Penalty: 972.223511
	Iteration 82Q: 3 clusters Score -2848992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2848988.750000 Penalty: 972.223511
	Iteration 83Q: 3 clusters Score -2848989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2848997.000000 Penalty: 972.223511
	Iteration 84Q: 3 clusters Score -2848997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2849008.000000 Penalty: 972.223511
	Iteration 85Q: 3 clusters Score -2849008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2849011.250000 Penalty: 972.223511
	Iteration 86Q: 3 clusters Score -2849011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2849015.750000 Penalty: 972.223511
	Iteration 87Q: 3 clusters Score -2849016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2849017.250000 Penalty: 972.223511
	Iteration 88Q: 3 clusters Score -2849017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2849022.500000 Penalty: 972.223511
	Iteration 89Q: 3 clusters Score -2849022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2849025.750000 Penalty: 972.223511
	Iteration 90Q: 3 clusters Score -2849026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2849027.250000 Penalty: 972.223511
	Iteration 91Q: 3 clusters Score -2849027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2849028.750000 Penalty: 972.223511
	Iteration 92Q: 3 clusters Score -2849029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2849029.250000 Penalty: 972.223511
	Iteration 93Q: 3 clusters Score -2849029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2849031.500000 Penalty: 972.223511
	Iteration 94Q: 3 clusters Score -2849032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2849027.500000 Penalty: 972.223511
	Iteration 95Q: 3 clusters Score -2849028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2849031.000000 Penalty: 972.223511
	Iteration 96Q: 3 clusters Score -2849031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2849031.750000 Penalty: 972.223511
	Iteration 97Q: 3 clusters Score -2849032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2849035.000000 Penalty: 972.223511
	Iteration 98Q: 3 clusters Score -2849035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2849032.750000 Penalty: 972.223511
	Iteration 99Q: 3 clusters Score -2849033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2849033.750000 Penalty: 972.223511
	Iteration 100F: 3 clusters Score -2849034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2849035.500000 Penalty: 972.223511
	Iteration 101Q: 3 clusters Score -2849036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2849032.250000 Penalty: 972.223511
	Iteration 102Q: 3 clusters Score -2849032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2849032.000000 Penalty: 972.223511
	Iteration 103Q: 3 clusters Score -2849032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2849032.000000 Penalty: 972.223511
	Iteration 104F: 3 clusters Score -2849032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Entering Unmasked Estep 
Score: -3035227.000000 Penalty: 489.534882
	Iteration 0F: 2 clusters Score -3035227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3003839.000000 Penalty: 979.069763
	Iteration 0F: 3 clusters Score -3003839 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3017858.250000 Penalty: 979.069763
	Iteration 1F: 3 clusters Score -3017858 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3019106.750000 Penalty: 979.069763
	Iteration 2Q: 3 clusters Score -3019107 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3021113.500000 Penalty: 979.069763
	Iteration 3F: 3 clusters Score -3021114 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3023915.250000 Penalty: 979.069763
	Iteration 4F: 3 clusters Score -3023915 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -3026963.750000 Penalty: 979.069763
	Iteration 5F: 3 clusters Score -3026964 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -3029686.250000 Penalty: 979.069763
	Iteration 6F: 3 clusters Score -3029686 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -3031592.500000 Penalty: 979.069763
	Iteration 7Q: 3 clusters Score -3031592 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -3032998.000000 Penalty: 979.069763
	Iteration 8Q: 3 clusters Score -3032998 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -3033797.000000 Penalty: 979.069763
	Iteration 9Q: 3 clusters Score -3033797 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -3034228.500000 Penalty: 979.069763
	Iteration 10Q: 3 clusters Score -3034228 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -3034476.500000 Penalty: 979.069763
	Iteration 11Q: 3 clusters Score -3034476 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -3034615.500000 Penalty: 979.069763
	Iteration 12Q: 3 clusters Score -3034616 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -3034704.750000 Penalty: 979.069763
	Iteration 13Q: 3 clusters Score -3034705 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -3034765.750000 Penalty: 979.069763
	Iteration 14Q: 3 clusters Score -3034766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -3034818.750000 Penalty: 979.069763
	Iteration 15Q: 3 clusters Score -3034819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -3034852.750000 Penalty: 979.069763
	Iteration 16Q: 3 clusters Score -3034853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -3034870.000000 Penalty: 979.069763
	Iteration 17Q: 3 clusters Score -3034870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -3034885.750000 Penalty: 979.069763
	Iteration 18Q: 3 clusters Score -3034886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -3034902.000000 Penalty: 979.069763
	Iteration 19Q: 3 clusters Score -3034902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -3034910.500000 Penalty: 979.069763
	Iteration 20F: 3 clusters Score -3034910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -3034920.500000 Penalty: 979.069763
	Iteration 21Q: 3 clusters Score -3034920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -3034926.500000 Penalty: 979.069763
	Iteration 22Q: 3 clusters Score -3034926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -3034931.000000 Penalty: 979.069763
	Iteration 23Q: 3 clusters Score -3034931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -3034936.000000 Penalty: 979.069763
	Iteration 24Q: 3 clusters Score -3034936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -3034936.000000 Penalty: 979.069763
	Iteration 25Q: 3 clusters Score -3034936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -3034939.250000 Penalty: 979.069763
	Iteration 26Q: 3 clusters Score -3034939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -3034937.500000 Penalty: 979.069763
	Iteration 27Q: 3 clusters Score -3034938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -3034935.750000 Penalty: 979.069763
	Iteration 28Q: 3 clusters Score -3034936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -3034935.750000 Penalty: 979.069763
	Iteration 29F: 3 clusters Score -3034936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Entering Unmasked Estep 
Score: -1251270.250000 Penalty: 448.549408
	Iteration 0F: 2 clusters Score -1251270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1238533.625000 Penalty: 897.098816
	Iteration 0F: 3 clusters Score -1238534 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1243670.750000 Penalty: 897.098816
	Iteration 1F: 3 clusters Score -1243671 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1243867.000000 Penalty: 897.098816
	Iteration 2Q: 3 clusters Score -1243867 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1244165.000000 Penalty: 897.098816
	Iteration 3Q: 3 clusters Score -1244165 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1244666.250000 Penalty: 897.098816
	Iteration 4F: 3 clusters Score -1244666 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1245653.125000 Penalty: 897.098816
	Iteration 5F: 3 clusters Score -1245653 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1247134.750000 Penalty: 897.098816
	Iteration 6F: 3 clusters Score -1247135 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1248780.750000 Penalty: 897.098816
	Iteration 7F: 3 clusters Score -1248781 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1250017.250000 Penalty: 897.098816
	Iteration 8F: 3 clusters Score -1250017 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1250673.375000 Penalty: 897.098816
	Iteration 9Q: 3 clusters Score -1250673 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1250887.375000 Penalty: 897.098816
	Iteration 10Q: 3 clusters Score -1250887 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1250962.750000 Penalty: 897.098816
	Iteration 11Q: 3 clusters Score -1250963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1251002.875000 Penalty: 897.098816
	Iteration 12Q: 3 clusters Score -1251003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1251027.875000 Penalty: 897.098816
	Iteration 13Q: 3 clusters Score -1251028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1251042.375000 Penalty: 897.098816
	Iteration 14Q: 3 clusters Score -1251042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1251051.125000 Penalty: 897.098816
	Iteration 15Q: 3 clusters Score -1251051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1251055.875000 Penalty: 897.098816
	Iteration 16Q: 3 clusters Score -1251056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1251058.875000 Penalty: 897.098816
	Iteration 17Q: 3 clusters Score -1251059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1251066.500000 Penalty: 897.098816
	Iteration 18Q: 3 clusters Score -1251066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1251066.625000 Penalty: 897.098816
	Iteration 19Q: 3 clusters Score -1251067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1251068.500000 Penalty: 897.098816
	Iteration 20F: 3 clusters Score -1251068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1251069.125000 Penalty: 897.098816
	Iteration 21Q: 3 clusters Score -1251069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1251071.250000 Penalty: 897.098816
	Iteration 22Q: 3 clusters Score -1251071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1251071.500000 Penalty: 897.098816
	Iteration 23Q: 3 clusters Score -1251072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1251071.625000 Penalty: 897.098816
	Iteration 24Q: 3 clusters Score -1251072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1251071.625000 Penalty: 897.098816
	Iteration 25F: 3 clusters Score -1251072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 75566 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 46750 members 
Mstep: Class 12 contains 43182 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 5814 members 
Mstep: Class 21 contains 57937 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11721 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 62658 members 
Mstep: Class 28 contains 90688 members 
Mstep: Class 29 contains 43642 members 
Mstep: Class 30 contains 47052 members 
Mstep: Class 31 contains 19115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236128.000000 Penalty: 18977.085938
Iteration 279Q: 32 clusters Score -4.223613e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 15487 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 34253 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 75566 members 
Mstep: Class 8 contains 1928 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 46568 members 
Mstep: Class 12 contains 43160 members 
Mstep: Class 13 contains 41179 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 28210 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 5814 members 
Mstep: Class 21 contains 57985 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 62412 members 
Mstep: Class 28 contains 90633 members 
Mstep: Class 29 contains 43645 members 
Mstep: Class 30 contains 47046 members 
Mstep: Class 31 contains 19105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236168.000000 Penalty: 18977.085938
Iteration 280F: 32 clusters Score -4.223617e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 34255 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 75564 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 46386 members 
Mstep: Class 12 contains 43121 members 
Mstep: Class 13 contains 41175 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 6918 members 
Mstep: Class 16 contains 28222 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 5819 members 
Mstep: Class 21 contains 58032 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 62161 members 
Mstep: Class 28 contains 90574 members 
Mstep: Class 29 contains 43649 members 
Mstep: Class 30 contains 47055 members 
Mstep: Class 31 contains 19096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236188.000000 Penalty: 18977.085938
Iteration 281Q: 32 clusters Score -4.223619e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 34256 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 75554 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 46214 members 
Mstep: Class 12 contains 43057 members 
Mstep: Class 13 contains 41180 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 6927 members 
Mstep: Class 16 contains 28229 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 58074 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 61910 members 
Mstep: Class 28 contains 90513 members 
Mstep: Class 29 contains 43652 members 
Mstep: Class 30 contains 47070 members 
Mstep: Class 31 contains 19088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236304.000000 Penalty: 18977.085938
Iteration 282Q: 32 clusters Score -4.22363e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 15464 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 34259 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 75583 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 46001 members 
Mstep: Class 12 contains 42997 members 
Mstep: Class 13 contains 41176 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 28238 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 5825 members 
Mstep: Class 21 contains 58118 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 11637 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 61673 members 
Mstep: Class 28 contains 90449 members 
Mstep: Class 29 contains 43651 members 
Mstep: Class 30 contains 47089 members 
Mstep: Class 31 contains 19081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236412.000000 Penalty: 18977.085938
Iteration 283Q: 32 clusters Score -4.223641e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 34259 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 75616 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 45797 members 
Mstep: Class 12 contains 42947 members 
Mstep: Class 13 contains 41179 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 28250 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 58155 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 11615 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 61439 members 
Mstep: Class 28 contains 90397 members 
Mstep: Class 29 contains 43655 members 
Mstep: Class 30 contains 47098 members 
Mstep: Class 31 contains 19072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236452.000000 Penalty: 18977.085938
Iteration 284Q: 32 clusters Score -4.223645e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 34251 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 75631 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 45644 members 
Mstep: Class 12 contains 42895 members 
Mstep: Class 13 contains 41178 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 6949 members 
Mstep: Class 16 contains 28269 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 58164 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 11590 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 61250 members 
Mstep: Class 28 contains 90363 members 
Mstep: Class 29 contains 43660 members 
Mstep: Class 30 contains 47092 members 
Mstep: Class 31 contains 19057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236708.000000 Penalty: 18977.085938
Iteration 285Q: 32 clusters Score -4.223671e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 15429 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 75609 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5607 members 
Mstep: Class 11 contains 45483 members 
Mstep: Class 12 contains 42850 members 
Mstep: Class 13 contains 41177 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 6954 members 
Mstep: Class 16 contains 28283 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 58167 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11574 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 61048 members 
Mstep: Class 28 contains 90319 members 
Mstep: Class 29 contains 43666 members 
Mstep: Class 30 contains 47090 members 
Mstep: Class 31 contains 19045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236864.000000 Penalty: 18977.085938
Iteration 286Q: 32 clusters Score -4.223686e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 15413 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 34252 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 75582 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 45340 members 
Mstep: Class 12 contains 42827 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 6968 members 
Mstep: Class 16 contains 28293 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 58138 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11555 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 60844 members 
Mstep: Class 28 contains 90273 members 
Mstep: Class 29 contains 43684 members 
Mstep: Class 30 contains 47102 members 
Mstep: Class 31 contains 19026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236940.000000 Penalty: 18977.085938
Iteration 287Q: 32 clusters Score -4.223694e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 34254 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 75575 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 45276 members 
Mstep: Class 12 contains 42814 members 
Mstep: Class 13 contains 41184 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 28305 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 58066 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11543 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 60642 members 
Mstep: Class 28 contains 90219 members 
Mstep: Class 29 contains 43696 members 
Mstep: Class 30 contains 47102 members 
Mstep: Class 31 contains 19009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236924.000000 Penalty: 18977.085938
Iteration 288Q: 32 clusters Score -4.223692e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 34251 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 75550 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5607 members 
Mstep: Class 11 contains 45233 members 
Mstep: Class 12 contains 42807 members 
Mstep: Class 13 contains 41181 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 6993 members 
Mstep: Class 16 contains 28319 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 4197 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 57992 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 11530 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 60451 members 
Mstep: Class 28 contains 90168 members 
Mstep: Class 29 contains 43709 members 
Mstep: Class 30 contains 47115 members 
Mstep: Class 31 contains 18993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236948.000000 Penalty: 18977.085938
Iteration 289Q: 32 clusters Score -4.223695e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 15349 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 75538 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 45178 members 
Mstep: Class 12 contains 42794 members 
Mstep: Class 13 contains 41178 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 7007 members 
Mstep: Class 16 contains 28331 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 5821 members 
Mstep: Class 21 contains 57950 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 60229 members 
Mstep: Class 28 contains 90145 members 
Mstep: Class 29 contains 43727 members 
Mstep: Class 30 contains 47118 members 
Mstep: Class 31 contains 18972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236800.000000 Penalty: 18977.085938
Iteration 290Q: 32 clusters Score -4.22368e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 15334 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 34241 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 75497 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 45077 members 
Mstep: Class 12 contains 42775 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 16 contains 28334 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 5818 members 
Mstep: Class 21 contains 57954 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 60001 members 
Mstep: Class 28 contains 90106 members 
Mstep: Class 29 contains 43744 members 
Mstep: Class 30 contains 47134 members 
Mstep: Class 31 contains 18953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236672.000000 Penalty: 18977.085938
Iteration 291Q: 32 clusters Score -4.223667e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 15310 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 34254 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 75435 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 45002 members 
Mstep: Class 12 contains 42775 members 
Mstep: Class 13 contains 41190 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 7037 members 
Mstep: Class 16 contains 28337 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 5821 members 
Mstep: Class 21 contains 57956 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 11490 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 59767 members 
Mstep: Class 28 contains 90055 members 
Mstep: Class 29 contains 43761 members 
Mstep: Class 30 contains 47143 members 
Mstep: Class 31 contains 18936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236704.000000 Penalty: 18977.085938
Iteration 292Q: 32 clusters Score -4.22367e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 15304 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 34270 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 75383 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 44918 members 
Mstep: Class 12 contains 42771 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 28343 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 5817 members 
Mstep: Class 21 contains 57981 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 11478 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 59526 members 
Mstep: Class 28 contains 90003 members 
Mstep: Class 29 contains 43780 members 
Mstep: Class 30 contains 47151 members 
Mstep: Class 31 contains 18917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236696.000000 Penalty: 18977.085938
Iteration 293Q: 32 clusters Score -4.22367e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 15302 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 34267 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 75338 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 44855 members 
Mstep: Class 12 contains 42760 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 7073 members 
Mstep: Class 16 contains 28342 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 5815 members 
Mstep: Class 21 contains 57991 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 59283 members 
Mstep: Class 28 contains 89960 members 
Mstep: Class 29 contains 43795 members 
Mstep: Class 30 contains 47173 members 
Mstep: Class 31 contains 18894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236748.000000 Penalty: 18977.085938
Iteration 294Q: 32 clusters Score -4.223675e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 15287 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 34250 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 75311 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 11 contains 44810 members 
Mstep: Class 12 contains 42754 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 7087 members 
Mstep: Class 16 contains 28348 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 5812 members 
Mstep: Class 21 contains 57986 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 11463 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 59042 members 
Mstep: Class 28 contains 89950 members 
Mstep: Class 29 contains 43800 members 
Mstep: Class 30 contains 47180 members 
Mstep: Class 31 contains 18882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236720.000000 Penalty: 18977.085938
Iteration 295Q: 32 clusters Score -4.223672e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 15270 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 34248 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 75287 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 44719 members 
Mstep: Class 12 contains 42752 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 16 contains 28351 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 5808 members 
Mstep: Class 21 contains 57974 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 11455 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 58819 members 
Mstep: Class 28 contains 89949 members 
Mstep: Class 29 contains 43802 members 
Mstep: Class 30 contains 47194 members 
Mstep: Class 31 contains 18870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236636.000000 Penalty: 18977.085938
Iteration 296Q: 32 clusters Score -4.223664e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 15248 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 34257 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 75282 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 44619 members 
Mstep: Class 12 contains 42761 members 
Mstep: Class 13 contains 41193 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 28349 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 5806 members 
Mstep: Class 21 contains 57970 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11442 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 58570 members 
Mstep: Class 28 contains 89930 members 
Mstep: Class 29 contains 43806 members 
Mstep: Class 30 contains 47231 members 
Mstep: Class 31 contains 18862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236380.000000 Penalty: 18977.085938
Iteration 297Q: 32 clusters Score -4.223638e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 34265 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 75347 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 44528 members 
Mstep: Class 12 contains 42776 members 
Mstep: Class 13 contains 41191 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 28354 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 57951 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11428 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 58337 members 
Mstep: Class 28 contains 89891 members 
Mstep: Class 29 contains 43809 members 
Mstep: Class 30 contains 47250 members 
Mstep: Class 31 contains 18857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236528.000000 Penalty: 18977.085938
Iteration 298Q: 32 clusters Score -4.223653e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 15205 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 75435 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 44414 members 
Mstep: Class 12 contains 42783 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 28364 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 57929 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11429 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 58086 members 
Mstep: Class 28 contains 89869 members 
Mstep: Class 29 contains 43816 members 
Mstep: Class 30 contains 47267 members 
Mstep: Class 31 contains 18853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236604.000000 Penalty: 18977.085938
Iteration 299Q: 32 clusters Score -4.22366e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 15207 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1825 members 
Mstep: Class 5 contains 34286 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 75487 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 44323 members 
Mstep: Class 12 contains 42764 members 
Mstep: Class 13 contains 41206 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 7139 members 
Mstep: Class 16 contains 28366 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 57902 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11417 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 57826 members 
Mstep: Class 28 contains 89870 members 
Mstep: Class 29 contains 43819 members 
Mstep: Class 30 contains 47298 members 
Mstep: Class 31 contains 18849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236388.000000 Penalty: 18977.085938
Iteration 300F: 32 clusters Score -4.223639e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 15212 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 75535 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 44258 members 
Mstep: Class 12 contains 42739 members 
Mstep: Class 13 contains 41208 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 28363 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2115 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 57870 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11408 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 57578 members 
Mstep: Class 28 contains 89869 members 
Mstep: Class 29 contains 43823 members 
Mstep: Class 30 contains 47330 members 
Mstep: Class 31 contains 18839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236368.000000 Penalty: 18977.085938
Iteration 301Q: 32 clusters Score -4.223637e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 15222 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 34297 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 75598 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 44182 members 
Mstep: Class 12 contains 42720 members 
Mstep: Class 13 contains 41212 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 28366 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 57855 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11405 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 57334 members 
Mstep: Class 28 contains 89857 members 
Mstep: Class 29 contains 43826 members 
Mstep: Class 30 contains 47349 members 
Mstep: Class 31 contains 18833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236372.000000 Penalty: 18977.085938
Iteration 302Q: 32 clusters Score -4.223637e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 75677 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5599 members 
Mstep: Class 11 contains 44085 members 
Mstep: Class 12 contains 42720 members 
Mstep: Class 13 contains 41212 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 28373 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 57850 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11397 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 57103 members 
Mstep: Class 28 contains 89834 members 
Mstep: Class 29 contains 43828 members 
Mstep: Class 30 contains 47376 members 
Mstep: Class 31 contains 18828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236300.000000 Penalty: 18977.085938
Iteration 303Q: 32 clusters Score -4.22363e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 34291 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 75779 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5599 members 
Mstep: Class 11 contains 44016 members 
Mstep: Class 12 contains 42745 members 
Mstep: Class 13 contains 41219 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 16 contains 28378 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 57827 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11389 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 56876 members 
Mstep: Class 28 contains 89803 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47383 members 
Mstep: Class 31 contains 18824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236284.000000 Penalty: 18977.085938
Iteration 304Q: 32 clusters Score -4.223628e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 34292 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 75902 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5599 members 
Mstep: Class 11 contains 43945 members 
Mstep: Class 12 contains 42779 members 
Mstep: Class 13 contains 41221 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 7184 members 
Mstep: Class 16 contains 28385 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 57780 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11365 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 89781 members 
Mstep: Class 29 contains 43839 members 
Mstep: Class 30 contains 47379 members 
Mstep: Class 31 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236128.000000 Penalty: 18977.085938
Iteration 305Q: 32 clusters Score -4.223613e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 15192 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 34295 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 76056 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 43864 members 
Mstep: Class 12 contains 42801 members 
Mstep: Class 13 contains 41222 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 7192 members 
Mstep: Class 16 contains 28394 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 57728 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11339 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 56491 members 
Mstep: Class 28 contains 89761 members 
Mstep: Class 29 contains 43840 members 
Mstep: Class 30 contains 47387 members 
Mstep: Class 31 contains 18818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236120.000000 Penalty: 18977.085938
Iteration 306Q: 32 clusters Score -4.223612e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 15177 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 34291 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 76208 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 43813 members 
Mstep: Class 12 contains 42821 members 
Mstep: Class 13 contains 41223 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 7210 members 
Mstep: Class 16 contains 28405 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 5780 members 
Mstep: Class 21 contains 57649 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11323 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 56333 members 
Mstep: Class 28 contains 89743 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 47385 members 
Mstep: Class 31 contains 18818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236132.000000 Penalty: 18977.085938
Iteration 307Q: 32 clusters Score -4.223613e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 15180 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1782 members 
Mstep: Class 5 contains 34271 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 76349 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 43776 members 
Mstep: Class 12 contains 42841 members 
Mstep: Class 13 contains 41229 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 28417 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 57570 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11314 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 56181 members 
Mstep: Class 28 contains 89720 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 47391 members 
Mstep: Class 31 contains 18808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236000.000000 Penalty: 18977.085938
Iteration 308Q: 32 clusters Score -4.2236e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 34262 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 76511 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 43745 members 
Mstep: Class 12 contains 42855 members 
Mstep: Class 13 contains 41234 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 7227 members 
Mstep: Class 16 contains 28431 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 5769 members 
Mstep: Class 21 contains 57491 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11298 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 56028 members 
Mstep: Class 28 contains 89709 members 
Mstep: Class 29 contains 43840 members 
Mstep: Class 30 contains 47395 members 
Mstep: Class 31 contains 18802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235952.000000 Penalty: 18977.085938
Iteration 309Q: 32 clusters Score -4.223595e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 15185 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 34256 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 76652 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5599 members 
Mstep: Class 11 contains 43724 members 
Mstep: Class 12 contains 42854 members 
Mstep: Class 13 contains 41239 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 7235 members 
Mstep: Class 16 contains 28447 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 57387 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 55905 members 
Mstep: Class 28 contains 89670 members 
Mstep: Class 29 contains 43846 members 
Mstep: Class 30 contains 47429 members 
Mstep: Class 31 contains 18791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235912.000000 Penalty: 18977.085938
Iteration 310Q: 32 clusters Score -4.223591e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 15200 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 76785 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 43750 members 
Mstep: Class 12 contains 42852 members 
Mstep: Class 13 contains 41243 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 16 contains 28453 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 5756 members 
Mstep: Class 21 contains 57279 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11267 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 55778 members 
Mstep: Class 28 contains 89622 members 
Mstep: Class 29 contains 43845 members 
Mstep: Class 30 contains 47459 members 
Mstep: Class 31 contains 18787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235960.000000 Penalty: 18977.085938
Iteration 311Q: 32 clusters Score -4.223596e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 15228 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 34233 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 76917 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 43742 members 
Mstep: Class 12 contains 42851 members 
Mstep: Class 13 contains 41246 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 28456 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 57202 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11254 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 55628 members 
Mstep: Class 28 contains 89583 members 
Mstep: Class 29 contains 43840 members 
Mstep: Class 30 contains 47476 members 
Mstep: Class 31 contains 18784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235792.000000 Penalty: 18977.085938
Iteration 312Q: 32 clusters Score -4.223579e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 15250 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 34232 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 77069 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 43735 members 
Mstep: Class 12 contains 42857 members 
Mstep: Class 13 contains 41249 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 28463 members 
Mstep: Class 17 contains 1908 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 57065 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11244 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 55508 members 
Mstep: Class 28 contains 89538 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 47478 members 
Mstep: Class 31 contains 18780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235628.000000 Penalty: 18977.085938
Iteration 313Q: 32 clusters Score -4.223563e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 34238 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 77281 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 43740 members 
Mstep: Class 12 contains 42835 members 
Mstep: Class 13 contains 41259 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 28475 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11240 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 55379 members 
Mstep: Class 28 contains 89494 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 47484 members 
Mstep: Class 31 contains 18778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235656.000000 Penalty: 18977.085938
Iteration 314Q: 32 clusters Score -4.223566e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 15262 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 34225 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 77447 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 43778 members 
Mstep: Class 12 contains 42795 members 
Mstep: Class 13 contains 41260 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 7281 members 
Mstep: Class 16 contains 28490 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 56783 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11242 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 55267 members 
Mstep: Class 28 contains 89457 members 
Mstep: Class 29 contains 43840 members 
Mstep: Class 30 contains 47478 members 
Mstep: Class 31 contains 18775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235704.000000 Penalty: 18977.085938
Iteration 315Q: 32 clusters Score -4.22357e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 15281 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 34209 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 77593 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 43809 members 
Mstep: Class 12 contains 42764 members 
Mstep: Class 13 contains 41262 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7284 members 
Mstep: Class 16 contains 28508 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 56666 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11242 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2914 members 
Mstep: Class 27 contains 55142 members 
Mstep: Class 28 contains 89411 members 
Mstep: Class 29 contains 43837 members 
Mstep: Class 30 contains 47457 members 
Mstep: Class 31 contains 18777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235668.000000 Penalty: 18977.085938
Iteration 316Q: 32 clusters Score -4.223567e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 15298 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 34198 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 77742 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 43786 members 
Mstep: Class 12 contains 42722 members 
Mstep: Class 13 contains 41267 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7286 members 
Mstep: Class 16 contains 28529 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 56563 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11236 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 55042 members 
Mstep: Class 28 contains 89386 members 
Mstep: Class 29 contains 43838 members 
Mstep: Class 30 contains 47452 members 
Mstep: Class 31 contains 18775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235756.000000 Penalty: 18977.085938
Iteration 317Q: 32 clusters Score -4.223576e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 15326 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 34189 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 77899 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 43762 members 
Mstep: Class 12 contains 42679 members 
Mstep: Class 13 contains 41270 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 28554 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 56481 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11224 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 54947 members 
Mstep: Class 28 contains 89360 members 
Mstep: Class 29 contains 43835 members 
Mstep: Class 30 contains 47439 members 
Mstep: Class 31 contains 18775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235656.000000 Penalty: 18977.085938
Iteration 318Q: 32 clusters Score -4.223566e+07 nChanged 957
Entering ConstructFrom: 
Score: -42235656.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (45690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Entering Unmasked Estep 
Score: -2921160.000000 Penalty: 488.198364
	Iteration 0F: 2 clusters Score -2921160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2891781.750000 Penalty: 976.396729
	Iteration 0F: 3 clusters Score -2891782 nChanged 21872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2905998.000000 Penalty: 976.396729
	Iteration 1F: 3 clusters Score -2905998 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2908461.000000 Penalty: 976.396729
	Iteration 2F: 3 clusters Score -2908461 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2912109.500000 Penalty: 976.396729
	Iteration 3F: 3 clusters Score -2912110 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2915260.500000 Penalty: 976.396729
	Iteration 4F: 3 clusters Score -2915260 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2916615.500000 Penalty: 976.396729
	Iteration 5F: 3 clusters Score -2916616 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2917265.500000 Penalty: 976.396729
	Iteration 6Q: 3 clusters Score -2917266 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2917766.250000 Penalty: 976.396729
	Iteration 7Q: 3 clusters Score -2917766 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2918184.250000 Penalty: 976.396729
	Iteration 8Q: 3 clusters Score -2918184 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2918526.250000 Penalty: 976.396729
	Iteration 9Q: 3 clusters Score -2918526 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2918796.750000 Penalty: 976.396729
	Iteration 10Q: 3 clusters Score -2918797 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2919008.250000 Penalty: 976.396729
	Iteration 11Q: 3 clusters Score -2919008 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2919135.250000 Penalty: 976.396729
	Iteration 12Q: 3 clusters Score -2919135 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2919193.750000 Penalty: 976.396729
	Iteration 13Q: 3 clusters Score -2919194 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2919258.250000 Penalty: 976.396729
	Iteration 14Q: 3 clusters Score -2919258 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2919288.250000 Penalty: 976.396729
	Iteration 15Q: 3 clusters Score -2919288 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2919310.750000 Penalty: 976.396729
	Iteration 16Q: 3 clusters Score -2919311 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2919333.000000 Penalty: 976.396729
	Iteration 17Q: 3 clusters Score -2919333 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2919343.000000 Penalty: 976.396729
	Iteration 18Q: 3 clusters Score -2919343 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2919348.500000 Penalty: 976.396729
	Iteration 19Q: 3 clusters Score -2919348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2919340.000000 Penalty: 976.396729
	Iteration 20F: 3 clusters Score -2919340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2919345.750000 Penalty: 976.396729
	Iteration 21Q: 3 clusters Score -2919346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2919364.500000 Penalty: 976.396729
	Iteration 22Q: 3 clusters Score -2919364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2919368.000000 Penalty: 976.396729
	Iteration 23Q: 3 clusters Score -2919368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2919366.000000 Penalty: 976.396729
	Iteration 24Q: 3 clusters Score -2919366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2919362.500000 Penalty: 976.396729
	Iteration 25Q: 3 clusters Score -2919362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2919367.750000 Penalty: 976.396729
	Iteration 26Q: 3 clusters Score -2919368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2919375.250000 Penalty: 976.396729
	Iteration 27Q: 3 clusters Score -2919375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2919381.500000 Penalty: 976.396729
	Iteration 28Q: 3 clusters Score -2919382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2919383.750000 Penalty: 976.396729
	Iteration 29Q: 3 clusters Score -2919384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2919392.750000 Penalty: 976.396729
	Iteration 30Q: 3 clusters Score -2919393 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2919390.750000 Penalty: 976.396729
	Iteration 31Q: 3 clusters Score -2919391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2919395.000000 Penalty: 976.396729
	Iteration 32Q: 3 clusters Score -2919395 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2919399.500000 Penalty: 976.396729
	Iteration 33Q: 3 clusters Score -2919400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2919395.000000 Penalty: 976.396729
	Iteration 34Q: 3 clusters Score -2919395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2919391.500000 Penalty: 976.396729
	Iteration 35Q: 3 clusters Score -2919392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2919392.500000 Penalty: 976.396729
	Iteration 36Q: 3 clusters Score -2919392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2919393.750000 Penalty: 976.396729
	Iteration 37Q: 3 clusters Score -2919394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2919396.500000 Penalty: 976.396729
	Iteration 38Q: 3 clusters Score -2919396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2919399.250000 Penalty: 976.396729
	Iteration 39Q: 3 clusters Score -2919399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2919392.250000 Penalty: 976.396729
	Iteration 40F: 3 clusters Score -2919392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2919396.250000 Penalty: 976.396729
	Iteration 41Q: 3 clusters Score -2919396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2919400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2919404 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2919402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2919402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2919420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2919418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2919412 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2919417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2919416 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2919422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2919429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2919430 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2919433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2919429 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2919442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2919438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2919430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2919437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2919445 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2919454 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2919451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2919454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2919463.250000 Penalty: 976.396729
	Iteration 64Q: 3 clusters Score -2919463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2919457 nChanged 78
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Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2919460 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2919453 nChanged 79
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Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2919448 nChanged 78
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Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2919447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2919448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2919451 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2919448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2919446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2919438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2919446 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2919445 nChanged 52
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Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2919449 nChanged 61
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Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2919451 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2919454 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2919449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2919448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2919446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2919446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2919438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2919437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2919446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2919452.000000 Penalty: 976.396729
	Iteration 87Q: 3 clusters Score -2919452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2919454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2919464.000000 Penalty: 976.396729
	Iteration 89Q: 3 clusters Score -2919464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2919473 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2919482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2919486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2919491.750000 Penalty: 976.396729
	Iteration 93Q: 3 clusters Score -2919492 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2919500 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2919505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2919512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2919512 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2919512 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2919505 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2919505 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2919508 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2919516.250000 Penalty: 976.396729
	Iteration 102Q: 3 clusters Score -2919516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2919518.750000 Penalty: 976.396729
	Iteration 103Q: 3 clusters Score -2919519 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2919519 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2919526.750000 Penalty: 976.396729
	Iteration 105Q: 3 clusters Score -2919527 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2919528.000000 Penalty: 976.396729
	Iteration 106Q: 3 clusters Score -2919528 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2919534 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2919526 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2919535.750000 Penalty: 976.396729
	Iteration 109Q: 3 clusters Score -2919536 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2919542.250000 Penalty: 976.396729
	Iteration 110Q: 3 clusters Score -2919542 nChanged 109
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Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2919542 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2919543.500000 Penalty: 976.396729
	Iteration 112Q: 3 clusters Score -2919544 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2919556 nChanged 127
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Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2919557 nChanged 136
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Mstep: Class 1 contains 33035 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2919565 nChanged 165
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2919582 nChanged 152
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2919582 nChanged 163
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Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2919592 nChanged 173
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	Iteration 119Q: 3 clusters Score -2919605 nChanged 160
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Mstep: Class 1 contains 33848 members 
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Entering Unmasked Estep 
Score: -2919624.500000 Penalty: 976.396729
	Iteration 120F: 3 clusters Score -2919624 nChanged 168
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Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2919636 nChanged 183
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Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2919657 nChanged 177
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Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2919672 nChanged 160
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2919671 nChanged 161
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Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2919688 nChanged 160
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Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2919696 nChanged 161
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Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2919706 nChanged 162
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2919724 nChanged 154
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Mstep: Class 1 contains 35334 members 
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Entering Unmasked Estep 
Score: -2919742.250000 Penalty: 976.396729
	Iteration 129Q: 3 clusters Score -2919742 nChanged 152
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Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2919746 nChanged 163
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Mstep: Class 1 contains 35647 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2919764 nChanged 175
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Mstep: Class 1 contains 35820 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2919774 nChanged 188
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Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2919799 nChanged 210
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Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2919830.750000 Penalty: 976.396729
	Iteration 134Q: 3 clusters Score -2919831 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2919874.500000 Penalty: 976.396729
	Iteration 135Q: 3 clusters Score -2919874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2919909.250000 Penalty: 976.396729
	Iteration 136Q: 3 clusters Score -2919909 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2919956.750000 Penalty: 976.396729
	Iteration 137Q: 3 clusters Score -2919957 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2919996.250000 Penalty: 976.396729
	Iteration 138Q: 3 clusters Score -2919996 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2920032.750000 Penalty: 976.396729
	Iteration 139Q: 3 clusters Score -2920033 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2920090.250000 Penalty: 976.396729
	Iteration 140F: 3 clusters Score -2920090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2920146.750000 Penalty: 976.396729
	Iteration 141Q: 3 clusters Score -2920147 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2920203.750000 Penalty: 976.396729
	Iteration 142Q: 3 clusters Score -2920204 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2920253.250000 Penalty: 976.396729
	Iteration 143Q: 3 clusters Score -2920253 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2920317.250000 Penalty: 976.396729
	Iteration 144Q: 3 clusters Score -2920317 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2920376.000000 Penalty: 976.396729
	Iteration 145Q: 3 clusters Score -2920376 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2920395.750000 Penalty: 976.396729
	Iteration 146Q: 3 clusters Score -2920396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2920442.750000 Penalty: 976.396729
	Iteration 147Q: 3 clusters Score -2920443 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2920487.000000 Penalty: 976.396729
	Iteration 148Q: 3 clusters Score -2920487 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2920525.250000 Penalty: 976.396729
	Iteration 149Q: 3 clusters Score -2920525 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2920552.750000 Penalty: 976.396729
	Iteration 150Q: 3 clusters Score -2920553 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2920609.250000 Penalty: 976.396729
	Iteration 151Q: 3 clusters Score -2920609 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2920634.750000 Penalty: 976.396729
	Iteration 152Q: 3 clusters Score -2920635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2920670.000000 Penalty: 976.396729
	Iteration 153Q: 3 clusters Score -2920670 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2920688.000000 Penalty: 976.396729
	Iteration 154Q: 3 clusters Score -2920688 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2920739.250000 Penalty: 976.396729
	Iteration 155Q: 3 clusters Score -2920739 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2920781.500000 Penalty: 976.396729
	Iteration 156Q: 3 clusters Score -2920782 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2920814.750000 Penalty: 976.396729
	Iteration 157Q: 3 clusters Score -2920815 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2920839.500000 Penalty: 976.396729
	Iteration 158Q: 3 clusters Score -2920840 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2920865.750000 Penalty: 976.396729
	Iteration 159Q: 3 clusters Score -2920866 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2920909.750000 Penalty: 976.396729
	Iteration 160F: 3 clusters Score -2920910 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2920935.250000 Penalty: 976.396729
	Iteration 161Q: 3 clusters Score -2920935 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2920932.000000 Penalty: 976.396729
	Iteration 162Q: 3 clusters Score -2920932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2920947.750000 Penalty: 976.396729
	Iteration 163Q: 3 clusters Score -2920948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2920952.500000 Penalty: 976.396729
	Iteration 164Q: 3 clusters Score -2920952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2920938.250000 Penalty: 976.396729
	Iteration 165Q: 3 clusters Score -2920938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2920934.750000 Penalty: 976.396729
	Iteration 166Q: 3 clusters Score -2920935 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2920927.250000 Penalty: 976.396729
	Iteration 167Q: 3 clusters Score -2920927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2920919.000000 Penalty: 976.396729
	Iteration 168Q: 3 clusters Score -2920919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2920920.000000 Penalty: 976.396729
	Iteration 169Q: 3 clusters Score -2920920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2920905.250000 Penalty: 976.396729
	Iteration 170Q: 3 clusters Score -2920905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2920903.000000 Penalty: 976.396729
	Iteration 171Q: 3 clusters Score -2920903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2920903.250000 Penalty: 976.396729
	Iteration 172Q: 3 clusters Score -2920903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2920904.250000 Penalty: 976.396729
	Iteration 173Q: 3 clusters Score -2920904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2920891.500000 Penalty: 976.396729
	Iteration 174Q: 3 clusters Score -2920892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2920885.250000 Penalty: 976.396729
	Iteration 175Q: 3 clusters Score -2920885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2920870.000000 Penalty: 976.396729
	Iteration 176Q: 3 clusters Score -2920870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2920873.000000 Penalty: 976.396729
	Iteration 177Q: 3 clusters Score -2920873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2920867.250000 Penalty: 976.396729
	Iteration 178Q: 3 clusters Score -2920867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2920855.250000 Penalty: 976.396729
	Iteration 179Q: 3 clusters Score -2920855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2920851.000000 Penalty: 976.396729
	Iteration 180F: 3 clusters Score -2920851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2920868.500000 Penalty: 976.396729
	Iteration 181Q: 3 clusters Score -2920868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2920866.500000 Penalty: 976.396729
	Iteration 182Q: 3 clusters Score -2920866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2920866.500000 Penalty: 976.396729
	Iteration 183Q: 3 clusters Score -2920866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2920872.500000 Penalty: 976.396729
	Iteration 184Q: 3 clusters Score -2920872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2920871.500000 Penalty: 976.396729
	Iteration 185Q: 3 clusters Score -2920872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2920872.000000 Penalty: 976.396729
	Iteration 186Q: 3 clusters Score -2920872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2920868.750000 Penalty: 976.396729
	Iteration 187Q: 3 clusters Score -2920869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2920872.250000 Penalty: 976.396729
	Iteration 188Q: 3 clusters Score -2920872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2920873.750000 Penalty: 976.396729
	Iteration 189Q: 3 clusters Score -2920874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2920865.250000 Penalty: 976.396729
	Iteration 190Q: 3 clusters Score -2920865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2920861.250000 Penalty: 976.396729
	Iteration 191Q: 3 clusters Score -2920861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2920855.500000 Penalty: 976.396729
	Iteration 192Q: 3 clusters Score -2920856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2920857.000000 Penalty: 976.396729
	Iteration 193Q: 3 clusters Score -2920857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2920854.000000 Penalty: 976.396729
	Iteration 194Q: 3 clusters Score -2920854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2920852.500000 Penalty: 976.396729
	Iteration 195Q: 3 clusters Score -2920852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2920853.000000 Penalty: 976.396729
	Iteration 196Q: 3 clusters Score -2920853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2920860.000000 Penalty: 976.396729
	Iteration 197Q: 3 clusters Score -2920860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2920857.500000 Penalty: 976.396729
	Iteration 198Q: 3 clusters Score -2920858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2920862.500000 Penalty: 976.396729
	Iteration 199Q: 3 clusters Score -2920862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2920864.750000 Penalty: 976.396729
	Iteration 200F: 3 clusters Score -2920865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2920863.750000 Penalty: 976.396729
	Iteration 201Q: 3 clusters Score -2920864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2920869.500000 Penalty: 976.396729
	Iteration 202Q: 3 clusters Score -2920870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2920865.750000 Penalty: 976.396729
	Iteration 203Q: 3 clusters Score -2920866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2920861.500000 Penalty: 976.396729
	Iteration 204Q: 3 clusters Score -2920862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2920861.750000 Penalty: 976.396729
	Iteration 205Q: 3 clusters Score -2920862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2920859.750000 Penalty: 976.396729
	Iteration 206Q: 3 clusters Score -2920860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2920859.750000 Penalty: 976.396729
	Iteration 207F: 3 clusters Score -2920860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Entering Unmasked Estep 
Score: -940266.000000 Penalty: 438.610077
	Iteration 0F: 2 clusters Score -940266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -930051.750000 Penalty: 877.220154
	Iteration 0F: 3 clusters Score -930051.8 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -934379.750000 Penalty: 877.220154
	Iteration 1F: 3 clusters Score -934379.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -934938.437500 Penalty: 877.220154
	Iteration 2F: 3 clusters Score -934938.4 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -935625.625000 Penalty: 877.220154
	Iteration 3F: 3 clusters Score -935625.6 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -936443.375000 Penalty: 877.220154
	Iteration 4F: 3 clusters Score -936443.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -937178.125000 Penalty: 877.220154
	Iteration 5F: 3 clusters Score -937178.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -937709.812500 Penalty: 877.220154
	Iteration 6F: 3 clusters Score -937709.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -938048.125000 Penalty: 877.220154
	Iteration 7Q: 3 clusters Score -938048.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -938267.562500 Penalty: 877.220154
	Iteration 8Q: 3 clusters Score -938267.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -938442.187500 Penalty: 877.220154
	Iteration 9Q: 3 clusters Score -938442.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -938594.812500 Penalty: 877.220154
	Iteration 10Q: 3 clusters Score -938594.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -938760.125000 Penalty: 877.220154
	Iteration 11Q: 3 clusters Score -938760.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -938919.375000 Penalty: 877.220154
	Iteration 12Q: 3 clusters Score -938919.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -939089.625000 Penalty: 877.220154
	Iteration 13Q: 3 clusters Score -939089.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -939258.687500 Penalty: 877.220154
	Iteration 14Q: 3 clusters Score -939258.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -939414.187500 Penalty: 877.220154
	Iteration 15Q: 3 clusters Score -939414.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -939539.375000 Penalty: 877.220154
	Iteration 16Q: 3 clusters Score -939539.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -939625.062500 Penalty: 877.220154
	Iteration 17Q: 3 clusters Score -939625.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -939687.500000 Penalty: 877.220154
	Iteration 18Q: 3 clusters Score -939687.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -939727.812500 Penalty: 877.220154
	Iteration 19Q: 3 clusters Score -939727.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -939759.625000 Penalty: 877.220154
	Iteration 20F: 3 clusters Score -939759.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -939783.812500 Penalty: 877.220154
	Iteration 21Q: 3 clusters Score -939783.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -939804.437500 Penalty: 877.220154
	Iteration 22Q: 3 clusters Score -939804.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -939821.625000 Penalty: 877.220154
	Iteration 23Q: 3 clusters Score -939821.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -939842.062500 Penalty: 877.220154
	Iteration 24Q: 3 clusters Score -939842.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -939850.750000 Penalty: 877.220154
	Iteration 25Q: 3 clusters Score -939850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -939864.312500 Penalty: 877.220154
	Iteration 26Q: 3 clusters Score -939864.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -939869.250000 Penalty: 877.220154
	Iteration 27Q: 3 clusters Score -939869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -939875.000000 Penalty: 877.220154
	Iteration 28Q: 3 clusters Score -939875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -939877.125000 Penalty: 877.220154
	Iteration 29Q: 3 clusters Score -939877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -939877.687500 Penalty: 877.220154
	Iteration 30Q: 3 clusters Score -939877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -939880.562500 Penalty: 877.220154
	Iteration 31Q: 3 clusters Score -939880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -939880.000000 Penalty: 877.220154
	Iteration 32Q: 3 clusters Score -939880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -939880.937500 Penalty: 877.220154
	Iteration 33Q: 3 clusters Score -939880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -939880.812500 Penalty: 877.220154
	Iteration 34Q: 3 clusters Score -939880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -939881.750000 Penalty: 877.220154
	Iteration 35Q: 3 clusters Score -939881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -939884.687500 Penalty: 877.220154
	Iteration 36Q: 3 clusters Score -939884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -939887.562500 Penalty: 877.220154
	Iteration 37Q: 3 clusters Score -939887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -939886.437500 Penalty: 877.220154
	Iteration 38Q: 3 clusters Score -939886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -939886.062500 Penalty: 877.220154
	Iteration 39Q: 3 clusters Score -939886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -939886.062500 Penalty: 877.220154
	Iteration 40F: 3 clusters Score -939886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -37656.421875 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -37656.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37058.550781 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -37058.55 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37384.648438 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -37384.65 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37534.328125 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -37534.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -37593.335938 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -37593.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -37618.582031 Penalty: 603.990479
	Iteration 4Q: 3 clusters Score -37618.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -37645.531250 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -37645.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -37669.074219 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -37669.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37699.437500 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -37699.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -37713.187500 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -37713.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -37720.667969 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -37720.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37727.402344 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -37727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37732.964844 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -37732.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37734.808594 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -37734.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37735.152344 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -37735.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37735.152344 Penalty: 603.990479
	Iteration 14F: 3 clusters Score -37735.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78051 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 43762 members 
Mstep: Class 12 contains 42621 members 
Mstep: Class 13 contains 41270 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 28579 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 56376 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11214 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 54860 members 
Mstep: Class 28 contains 89328 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47452 members 
Mstep: Class 31 contains 18775 members 
Mstep: Class 32 contains 590 members 
Entering Unmasked Estep 
Score: -42235524.000000 Penalty: 19589.250000
Splitting cluster 3 changes total score from -42235656.000000 to -42235524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -105232.976562 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -105233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -103975.539062 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -103975.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -104365.000000 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -104365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104430.882812 Penalty: 677.957214
	Iteration 2F: 3 clusters Score -104430.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -104493.515625 Penalty: 677.957214
	Iteration 3F: 3 clusters Score -104493.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104542.570312 Penalty: 677.957214
	Iteration 4Q: 3 clusters Score -104542.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -104580.257812 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -104580.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -104623.171875 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -104623.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -104675.375000 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -104675.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -104714.398438 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -104714.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -104750.265625 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -104750.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104776.976562 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -104777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104792.992188 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -104793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104804.531250 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -104804.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104811.320312 Penalty: 677.957214
	Iteration 13Q: 3 clusters Score -104811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -104816.015625 Penalty: 677.957214
	Iteration 14Q: 3 clusters Score -104816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104818.312500 Penalty: 677.957214
	Iteration 15Q: 3 clusters Score -104818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -104819.750000 Penalty: 677.957214
	Iteration 16Q: 3 clusters Score -104819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104821.765625 Penalty: 677.957214
	Iteration 17Q: 3 clusters Score -104821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -104823.468750 Penalty: 677.957214
	Iteration 18Q: 3 clusters Score -104823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104825.765625 Penalty: 677.957214
	Iteration 19Q: 3 clusters Score -104825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -104828.867188 Penalty: 677.957214
	Iteration 20F: 3 clusters Score -104828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -104830.437500 Penalty: 677.957214
	Iteration 21Q: 3 clusters Score -104830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104831.171875 Penalty: 677.957214
	Iteration 22Q: 3 clusters Score -104831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104831.414062 Penalty: 677.957214
	Iteration 23Q: 3 clusters Score -104831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104831.414062 Penalty: 677.957214
	Iteration 24F: 3 clusters Score -104831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Entering Unmasked Estep 
Score: -2056168.875000 Penalty: 474.988525
	Iteration 0F: 2 clusters Score -2056169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2033091.125000 Penalty: 949.977051
	Iteration 0F: 3 clusters Score -2033091 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2042965.750000 Penalty: 949.977051
	Iteration 1F: 3 clusters Score -2042966 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2043760.125000 Penalty: 949.977051
	Iteration 2Q: 3 clusters Score -2043760 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2044877.375000 Penalty: 949.977051
	Iteration 3F: 3 clusters Score -2044877 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2046428.000000 Penalty: 949.977051
	Iteration 4F: 3 clusters Score -2046428 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2048163.125000 Penalty: 949.977051
	Iteration 5F: 3 clusters Score -2048163 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2049341.875000 Penalty: 949.977051
	Iteration 6F: 3 clusters Score -2049342 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2049813.000000 Penalty: 949.977051
	Iteration 7Q: 3 clusters Score -2049813 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2049981.500000 Penalty: 949.977051
	Iteration 8Q: 3 clusters Score -2049982 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2050110.500000 Penalty: 949.977051
	Iteration 9Q: 3 clusters Score -2050110 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2050247.750000 Penalty: 949.977051
	Iteration 10Q: 3 clusters Score -2050248 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2050397.500000 Penalty: 949.977051
	Iteration 11Q: 3 clusters Score -2050398 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2050590.750000 Penalty: 949.977051
	Iteration 12Q: 3 clusters Score -2050591 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2050803.375000 Penalty: 949.977051
	Iteration 13Q: 3 clusters Score -2050803 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2051021.500000 Penalty: 949.977051
	Iteration 14Q: 3 clusters Score -2051022 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -2051291.000000 Penalty: 949.977051
	Iteration 15Q: 3 clusters Score -2051291 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -2051620.250000 Penalty: 949.977051
	Iteration 16Q: 3 clusters Score -2051620 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2051977.250000 Penalty: 949.977051
	Iteration 17Q: 3 clusters Score -2051977 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -2052376.375000 Penalty: 949.977051
	Iteration 18Q: 3 clusters Score -2052376 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -2052811.375000 Penalty: 949.977051
	Iteration 19Q: 3 clusters Score -2052811 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -2053243.000000 Penalty: 949.977051
	Iteration 20F: 3 clusters Score -2053243 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2053684.875000 Penalty: 949.977051
	Iteration 21Q: 3 clusters Score -2053685 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -2054143.500000 Penalty: 949.977051
	Iteration 22Q: 3 clusters Score -2054144 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -2054567.750000 Penalty: 949.977051
	Iteration 23Q: 3 clusters Score -2054568 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -2054909.125000 Penalty: 949.977051
	Iteration 24Q: 3 clusters Score -2054909 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -2055178.500000 Penalty: 949.977051
	Iteration 25Q: 3 clusters Score -2055178 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -2055388.375000 Penalty: 949.977051
	Iteration 26Q: 3 clusters Score -2055388 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -2055514.125000 Penalty: 949.977051
	Iteration 27Q: 3 clusters Score -2055514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -2055588.125000 Penalty: 949.977051
	Iteration 28Q: 3 clusters Score -2055588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -2055636.375000 Penalty: 949.977051
	Iteration 29Q: 3 clusters Score -2055636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -2055666.000000 Penalty: 949.977051
	Iteration 30Q: 3 clusters Score -2055666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -2055681.500000 Penalty: 949.977051
	Iteration 31Q: 3 clusters Score -2055682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -2055691.625000 Penalty: 949.977051
	Iteration 32Q: 3 clusters Score -2055692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -2055702.875000 Penalty: 949.977051
	Iteration 33Q: 3 clusters Score -2055703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -2055712.500000 Penalty: 949.977051
	Iteration 34Q: 3 clusters Score -2055712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -2055723.125000 Penalty: 949.977051
	Iteration 35Q: 3 clusters Score -2055723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2055727.500000 Penalty: 949.977051
	Iteration 36Q: 3 clusters Score -2055728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -2055725.625000 Penalty: 949.977051
	Iteration 37Q: 3 clusters Score -2055726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -2055729.250000 Penalty: 949.977051
	Iteration 38Q: 3 clusters Score -2055729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2055730.375000 Penalty: 949.977051
	Iteration 39Q: 3 clusters Score -2055730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -2055731.625000 Penalty: 949.977051
	Iteration 40F: 3 clusters Score -2055732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -2055731.250000 Penalty: 949.977051
	Iteration 41Q: 3 clusters Score -2055731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -2055733.125000 Penalty: 949.977051
	Iteration 42Q: 3 clusters Score -2055733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -2055736.500000 Penalty: 949.977051
	Iteration 43Q: 3 clusters Score -2055736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -2055736.625000 Penalty: 949.977051
	Iteration 44Q: 3 clusters Score -2055737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -2055740.750000 Penalty: 949.977051
	Iteration 45Q: 3 clusters Score -2055741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -2055739.875000 Penalty: 949.977051
	Iteration 46Q: 3 clusters Score -2055740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -2055740.250000 Penalty: 949.977051
	Iteration 47Q: 3 clusters Score -2055740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -2055741.000000 Penalty: 949.977051
	Iteration 48Q: 3 clusters Score -2055741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -2055741.375000 Penalty: 949.977051
	Iteration 49Q: 3 clusters Score -2055741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -2055742.375000 Penalty: 949.977051
	Iteration 50Q: 3 clusters Score -2055742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -2055745.875000 Penalty: 949.977051
	Iteration 51Q: 3 clusters Score -2055746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -2055749.625000 Penalty: 949.977051
	Iteration 52Q: 3 clusters Score -2055750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -2055751.375000 Penalty: 949.977051
	Iteration 53Q: 3 clusters Score -2055751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -2055754.625000 Penalty: 949.977051
	Iteration 54Q: 3 clusters Score -2055755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -2055757.750000 Penalty: 949.977051
	Iteration 55Q: 3 clusters Score -2055758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -2055760.500000 Penalty: 949.977051
	Iteration 56Q: 3 clusters Score -2055760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -2055759.000000 Penalty: 949.977051
	Iteration 57Q: 3 clusters Score -2055759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -2055758.125000 Penalty: 949.977051
	Iteration 58Q: 3 clusters Score -2055758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -2055765.125000 Penalty: 949.977051
	Iteration 59Q: 3 clusters Score -2055765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2055762.500000 Penalty: 949.977051
	Iteration 60F: 3 clusters Score -2055762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -2055765.375000 Penalty: 949.977051
	Iteration 61Q: 3 clusters Score -2055765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -2055772.000000 Penalty: 949.977051
	Iteration 62Q: 3 clusters Score -2055772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -2055776.000000 Penalty: 949.977051
	Iteration 63Q: 3 clusters Score -2055776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -2055780.375000 Penalty: 949.977051
	Iteration 64Q: 3 clusters Score -2055780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -2055786.375000 Penalty: 949.977051
	Iteration 65Q: 3 clusters Score -2055786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -2055788.375000 Penalty: 949.977051
	Iteration 66Q: 3 clusters Score -2055788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2055786.875000 Penalty: 949.977051
	Iteration 67Q: 3 clusters Score -2055787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -2055787.250000 Penalty: 949.977051
	Iteration 68Q: 3 clusters Score -2055787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2055788.125000 Penalty: 949.977051
	Iteration 69Q: 3 clusters Score -2055788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -2055789.500000 Penalty: 949.977051
	Iteration 70Q: 3 clusters Score -2055790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -2055789.500000 Penalty: 949.977051
	Iteration 71Q: 3 clusters Score -2055790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -2055789.500000 Penalty: 949.977051
	Iteration 72Q: 3 clusters Score -2055790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -2055789.500000 Penalty: 949.977051
	Iteration 73F: 3 clusters Score -2055790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -69116.351562 Penalty: 318.804626
	Iteration 0F: 2 clusters Score -69116.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68238.960938 Penalty: 637.609253
	Iteration 0F: 3 clusters Score -68238.96 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68514.773438 Penalty: 637.609253
	Iteration 1F: 3 clusters Score -68514.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68567.765625 Penalty: 637.609253
	Iteration 2F: 3 clusters Score -68567.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68598.804688 Penalty: 637.609253
	Iteration 3Q: 3 clusters Score -68598.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -68628.593750 Penalty: 637.609253
	Iteration 4Q: 3 clusters Score -68628.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68654.156250 Penalty: 637.609253
	Iteration 5Q: 3 clusters Score -68654.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68683.437500 Penalty: 637.609253
	Iteration 6Q: 3 clusters Score -68683.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68699.390625 Penalty: 637.609253
	Iteration 7Q: 3 clusters Score -68699.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68714.554688 Penalty: 637.609253
	Iteration 8Q: 3 clusters Score -68714.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68732.054688 Penalty: 637.609253
	Iteration 9Q: 3 clusters Score -68732.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68745.085938 Penalty: 637.609253
	Iteration 10Q: 3 clusters Score -68745.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68763.726562 Penalty: 637.609253
	Iteration 11Q: 3 clusters Score -68763.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68779.093750 Penalty: 637.609253
	Iteration 12Q: 3 clusters Score -68779.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68798.953125 Penalty: 637.609253
	Iteration 13Q: 3 clusters Score -68798.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68824.242188 Penalty: 637.609253
	Iteration 14Q: 3 clusters Score -68824.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68837.914062 Penalty: 637.609253
	Iteration 15Q: 3 clusters Score -68837.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68842.203125 Penalty: 637.609253
	Iteration 16Q: 3 clusters Score -68842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68844.765625 Penalty: 637.609253
	Iteration 17Q: 3 clusters Score -68844.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68849.070312 Penalty: 637.609253
	Iteration 18Q: 3 clusters Score -68849.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68852.359375 Penalty: 637.609253
	Iteration 19Q: 3 clusters Score -68852.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68853.234375 Penalty: 637.609253
	Iteration 20F: 3 clusters Score -68853.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68853.289062 Penalty: 637.609253
	Iteration 21Q: 3 clusters Score -68853.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68853.289062 Penalty: 637.609253
	Iteration 22F: 3 clusters Score -68853.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Entering Unmasked Estep 
Score: -4834663.500000 Penalty: 512.562866
	Iteration 0F: 2 clusters Score -4834664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4782381.500000 Penalty: 1025.125732
	Iteration 0F: 3 clusters Score -4782382 nChanged 38252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4805253.500000 Penalty: 1025.125732
	Iteration 1F: 3 clusters Score -4805254 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4806201.500000 Penalty: 1025.125732
	Iteration 2Q: 3 clusters Score -4806202 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4807497.000000 Penalty: 1025.125732
	Iteration 3Q: 3 clusters Score -4807497 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4809475.500000 Penalty: 1025.125732
	Iteration 4Q: 3 clusters Score -4809476 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4812696.000000 Penalty: 1025.125732
	Iteration 5F: 3 clusters Score -4812696 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4816818.500000 Penalty: 1025.125732
	Iteration 6F: 3 clusters Score -4816818 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4819720.000000 Penalty: 1025.125732
	Iteration 7F: 3 clusters Score -4819720 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4820685.000000 Penalty: 1025.125732
	Iteration 8Q: 3 clusters Score -4820685 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4820980.000000 Penalty: 1025.125732
	Iteration 9Q: 3 clusters Score -4820980 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4821156.500000 Penalty: 1025.125732
	Iteration 10Q: 3 clusters Score -4821156 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4821382.500000 Penalty: 1025.125732
	Iteration 11Q: 3 clusters Score -4821382 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4821645.500000 Penalty: 1025.125732
	Iteration 12Q: 3 clusters Score -4821646 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4821892 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4822216 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4822588 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4823096 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4823684 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4824518 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4825569.500000 Penalty: 1025.125732
	Iteration 19Q: 3 clusters Score -4825570 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4826831.500000 Penalty: 1025.125732
	Iteration 20F: 3 clusters Score -4826832 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4828358 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4829846 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4831025.500000 Penalty: 1025.125732
	Iteration 23Q: 3 clusters Score -4831026 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4831872 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4832326 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4832619.500000 Penalty: 1025.125732
	Iteration 26Q: 3 clusters Score -4832620 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4832810 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4832936 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4832994 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4833054.500000 Penalty: 1025.125732
	Iteration 30Q: 3 clusters Score -4833054 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4833085.000000 Penalty: 1025.125732
	Iteration 31Q: 3 clusters Score -4833085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4833108.500000 Penalty: 1025.125732
	Iteration 32Q: 3 clusters Score -4833108 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -4833126.000000 Penalty: 1025.125732
	Iteration 33Q: 3 clusters Score -4833126 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4833145.000000 Penalty: 1025.125732
	Iteration 34Q: 3 clusters Score -4833145 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4833207.500000 Penalty: 1025.125732
	Iteration 35Q: 3 clusters Score -4833208 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -4833204.000000 Penalty: 1025.125732
	Iteration 36Q: 3 clusters Score -4833204 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4833233 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4833252.000000 Penalty: 1025.125732
	Iteration 38Q: 3 clusters Score -4833252 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4833271.500000 Penalty: 1025.125732
	Iteration 39Q: 3 clusters Score -4833272 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -4833310.500000 Penalty: 1025.125732
	Iteration 40F: 3 clusters Score -4833310 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4833325.000000 Penalty: 1025.125732
	Iteration 41Q: 3 clusters Score -4833325 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4833318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4833324.000000 Penalty: 1025.125732
	Iteration 43Q: 3 clusters Score -4833324 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4833333 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4833351.000000 Penalty: 1025.125732
	Iteration 45Q: 3 clusters Score -4833351 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4833366 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4833373.500000 Penalty: 1025.125732
	Iteration 47Q: 3 clusters Score -4833374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4833417.000000 Penalty: 1025.125732
	Iteration 48Q: 3 clusters Score -4833417 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4833432.500000 Penalty: 1025.125732
	Iteration 49Q: 3 clusters Score -4833432 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4833436.000000 Penalty: 1025.125732
	Iteration 50Q: 3 clusters Score -4833436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4833458.500000 Penalty: 1025.125732
	Iteration 51Q: 3 clusters Score -4833458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4833482.500000 Penalty: 1025.125732
	Iteration 52Q: 3 clusters Score -4833482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4833465.500000 Penalty: 1025.125732
	Iteration 53Q: 3 clusters Score -4833466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4833460 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4833470.500000 Penalty: 1025.125732
	Iteration 55Q: 3 clusters Score -4833470 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4833463.500000 Penalty: 1025.125732
	Iteration 56Q: 3 clusters Score -4833464 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4833470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4833462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4833473.500000 Penalty: 1025.125732
	Iteration 59Q: 3 clusters Score -4833474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4833469.000000 Penalty: 1025.125732
	Iteration 60F: 3 clusters Score -4833469 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4833462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4833460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4833472.000000 Penalty: 1025.125732
	Iteration 63Q: 3 clusters Score -4833472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4833486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4833480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4833472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4833466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4833478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4833467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4833478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4833480.000000 Penalty: 1025.125732
	Iteration 71Q: 3 clusters Score -4833480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4833477.500000 Penalty: 1025.125732
	Iteration 72Q: 3 clusters Score -4833478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4833476.000000 Penalty: 1025.125732
	Iteration 73Q: 3 clusters Score -4833476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4833469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4833470.000000 Penalty: 1025.125732
	Iteration 75Q: 3 clusters Score -4833470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -4833464.500000 Penalty: 1025.125732
	Iteration 76Q: 3 clusters Score -4833464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4833468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4833473.500000 Penalty: 1025.125732
	Iteration 78Q: 3 clusters Score -4833474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4833481.000000 Penalty: 1025.125732
	Iteration 79Q: 3 clusters Score -4833481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4833484.500000 Penalty: 1025.125732
	Iteration 80F: 3 clusters Score -4833484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4833485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4833493.500000 Penalty: 1025.125732
	Iteration 82Q: 3 clusters Score -4833494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4833499.500000 Penalty: 1025.125732
	Iteration 83Q: 3 clusters Score -4833500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4833490.000000 Penalty: 1025.125732
	Iteration 84Q: 3 clusters Score -4833490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4833480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4833477.000000 Penalty: 1025.125732
	Iteration 86Q: 3 clusters Score -4833477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4833478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4833495.000000 Penalty: 1025.125732
	Iteration 88Q: 3 clusters Score -4833495 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4833499 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -4833504.000000 Penalty: 1025.125732
	Iteration 90Q: 3 clusters Score -4833504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4833514.000000 Penalty: 1025.125732
	Iteration 91Q: 3 clusters Score -4833514 nChanged 129
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Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4833527.500000 Penalty: 1025.125732
	Iteration 92Q: 3 clusters Score -4833528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4833542.000000 Penalty: 1025.125732
	Iteration 93Q: 3 clusters Score -4833542 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4833530.000000 Penalty: 1025.125732
	Iteration 94Q: 3 clusters Score -4833530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4833548.500000 Penalty: 1025.125732
	Iteration 95Q: 3 clusters Score -4833548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4833550 nChanged 105
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Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4833531.500000 Penalty: 1025.125732
	Iteration 97Q: 3 clusters Score -4833532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4833542.500000 Penalty: 1025.125732
	Iteration 98Q: 3 clusters Score -4833542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4833533.000000 Penalty: 1025.125732
	Iteration 99Q: 3 clusters Score -4833533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4833531.500000 Penalty: 1025.125732
	Iteration 100F: 3 clusters Score -4833532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4833529.000000 Penalty: 1025.125732
	Iteration 101Q: 3 clusters Score -4833529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4833519.500000 Penalty: 1025.125732
	Iteration 102Q: 3 clusters Score -4833520 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4833521.000000 Penalty: 1025.125732
	Iteration 103Q: 3 clusters Score -4833521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4833523.500000 Penalty: 1025.125732
	Iteration 104Q: 3 clusters Score -4833524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4833516.500000 Penalty: 1025.125732
	Iteration 105Q: 3 clusters Score -4833516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4833541 nChanged 114
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Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4833576 nChanged 136
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Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4833590 nChanged 106
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Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4833592 nChanged 94
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Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4833602 nChanged 89
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Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4833634 nChanged 107
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Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4833644 nChanged 113
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Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4833662 nChanged 129
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Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4833688 nChanged 117
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Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70025 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4833688 nChanged 116
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Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4833686 nChanged 111
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Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4833692 nChanged 113
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Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4833709 nChanged 121
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Mstep: Class 1 contains 70613 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4833716 nChanged 124
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Mstep: Class 1 contains 70737 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4833728 nChanged 119
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Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4833734 nChanged 117
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Mstep: Class 1 contains 70973 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4833734 nChanged 117
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Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4833736 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4833738 nChanged 142
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Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4833757 nChanged 121
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Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 6569 members 
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	Iteration 145Q: 3 clusters Score -4833774 nChanged 119
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Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4833784 nChanged 114
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Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4833793 nChanged 107
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Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4833817 nChanged 115
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Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4833842 nChanged 107
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Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4833842 nChanged 105
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Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4833855 nChanged 109
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Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4833877 nChanged 93
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Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4833883 nChanged 84
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Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 5618 members 
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	Iteration 154Q: 3 clusters Score -4833886 nChanged 75
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Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 5543 members 
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	Iteration 155Q: 3 clusters Score -4833892 nChanged 75
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Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 5468 members 
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	Iteration 156Q: 3 clusters Score -4833896 nChanged 74
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Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4833906 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 5336 members 
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	Iteration 158Q: 3 clusters Score -4833912 nChanged 58
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Mstep: Class 1 contains 72773 members 
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	Iteration 159Q: 3 clusters Score -4833905 nChanged 64
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Mstep: Class 1 contains 72837 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4833906 nChanged 78
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Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4833916 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4833920 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4833914 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 4838 members 
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	Iteration 164Q: 3 clusters Score -4833918 nChanged 116
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Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4833928 nChanged 107
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Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4833954 nChanged 115
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Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4833963 nChanged 126
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Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 4376 members 
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	Iteration 168Q: 3 clusters Score -4833968 nChanged 135
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Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4833986 nChanged 141
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Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 4102 members 
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	Iteration 170Q: 3 clusters Score -4834008 nChanged 115
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Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4834044 nChanged 137
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Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4834065 nChanged 126
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Mstep: Class 1 contains 74323 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4834091 nChanged 126
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Mstep: Class 1 contains 74449 members 
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	Iteration 174Q: 3 clusters Score -4834126 nChanged 127
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Mstep: Class 1 contains 74572 members 
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	Iteration 175Q: 3 clusters Score -4834130 nChanged 119
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Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 3366 members 
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	Iteration 176Q: 3 clusters Score -4834141 nChanged 121
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Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4834176 nChanged 105
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Mstep: Class 1 contains 74905 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4834192 nChanged 92
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Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 3054 members 
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	Iteration 179Q: 3 clusters Score -4834189 nChanged 102
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Mstep: Class 1 contains 75099 members 
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	Iteration 180F: 3 clusters Score -4834194 nChanged 98
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Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 2856 members 
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	Iteration 181Q: 3 clusters Score -4834193 nChanged 81
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Mstep: Class 1 contains 75274 members 
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	Iteration 182Q: 3 clusters Score -4834210 nChanged 85
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Mstep: Class 1 contains 75359 members 
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	Iteration 183Q: 3 clusters Score -4834206 nChanged 71
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Mstep: Class 1 contains 75430 members 
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	Iteration 184Q: 3 clusters Score -4834214 nChanged 65
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Mstep: Class 1 contains 75493 members 
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	Iteration 185Q: 3 clusters Score -4834218 nChanged 45
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	Iteration 186Q: 3 clusters Score -4834210 nChanged 39
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Score: -4834204.000000 Penalty: 1025.125732
	Iteration 187Q: 3 clusters Score -4834204 nChanged 34
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Mstep: Class 1 contains 75611 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4834200 nChanged 42
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Mstep: Class 1 contains 75653 members 
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	Iteration 189Q: 3 clusters Score -4834208 nChanged 35
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Mstep: Class 1 contains 75686 members 
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	Iteration 190Q: 3 clusters Score -4834203 nChanged 38
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Mstep: Class 1 contains 75724 members 
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	Iteration 191Q: 3 clusters Score -4834204 nChanged 41
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Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 2286 members 
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Score: -4834211.000000 Penalty: 1025.125732
	Iteration 192Q: 3 clusters Score -4834211 nChanged 25
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Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 2261 members 
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	Iteration 193Q: 3 clusters Score -4834206 nChanged 24
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Mstep: Class 1 contains 75814 members 
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Mstep: Class 1 contains 75843 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4834212 nChanged 26
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Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4834214.500000 Penalty: 1025.125732
	Iteration 196Q: 3 clusters Score -4834214 nChanged 24
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Mstep: Class 1 contains 75889 members 
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	Iteration 197Q: 3 clusters Score -4834206 nChanged 16
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Mstep: Class 1 contains 75905 members 
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	Iteration 198Q: 3 clusters Score -4834201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4834208.500000 Penalty: 1025.125732
	Iteration 199Q: 3 clusters Score -4834208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4834203.000000 Penalty: 1025.125732
	Iteration 200F: 3 clusters Score -4834203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4834198.500000 Penalty: 1025.125732
	Iteration 201Q: 3 clusters Score -4834198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4834198.000000 Penalty: 1025.125732
	Iteration 202Q: 3 clusters Score -4834198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4834211.000000 Penalty: 1025.125732
	Iteration 203Q: 3 clusters Score -4834211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4834203.500000 Penalty: 1025.125732
	Iteration 204Q: 3 clusters Score -4834204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4834205.000000 Penalty: 1025.125732
	Iteration 205Q: 3 clusters Score -4834205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4834207.500000 Penalty: 1025.125732
	Iteration 206Q: 3 clusters Score -4834208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4834205.000000 Penalty: 1025.125732
	Iteration 207Q: 3 clusters Score -4834205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4834206.500000 Penalty: 1025.125732
	Iteration 208Q: 3 clusters Score -4834206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4834203.000000 Penalty: 1025.125732
	Iteration 209Q: 3 clusters Score -4834203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4834202.000000 Penalty: 1025.125732
	Iteration 210Q: 3 clusters Score -4834202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4834205.500000 Penalty: 1025.125732
	Iteration 211Q: 3 clusters Score -4834206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4834206.000000 Penalty: 1025.125732
	Iteration 212Q: 3 clusters Score -4834206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4834205.500000 Penalty: 1025.125732
	Iteration 213Q: 3 clusters Score -4834206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4834201.000000 Penalty: 1025.125732
	Iteration 214Q: 3 clusters Score -4834201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4834205.500000 Penalty: 1025.125732
	Iteration 215Q: 3 clusters Score -4834206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4834206.500000 Penalty: 1025.125732
	Iteration 216Q: 3 clusters Score -4834206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4834207.000000 Penalty: 1025.125732
	Iteration 217Q: 3 clusters Score -4834207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4834212.500000 Penalty: 1025.125732
	Iteration 218Q: 3 clusters Score -4834212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4834211.500000 Penalty: 1025.125732
	Iteration 219Q: 3 clusters Score -4834212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4834220.000000 Penalty: 1025.125732
	Iteration 220F: 3 clusters Score -4834220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4834220.500000 Penalty: 1025.125732
	Iteration 221Q: 3 clusters Score -4834220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4834220.000000 Penalty: 1025.125732
	Iteration 222Q: 3 clusters Score -4834220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4834221.000000 Penalty: 1025.125732
	Iteration 223Q: 3 clusters Score -4834221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4834223.500000 Penalty: 1025.125732
	Iteration 224Q: 3 clusters Score -4834224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4834226.000000 Penalty: 1025.125732
	Iteration 225Q: 3 clusters Score -4834226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4834230.500000 Penalty: 1025.125732
	Iteration 226Q: 3 clusters Score -4834230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4834223.000000 Penalty: 1025.125732
	Iteration 227Q: 3 clusters Score -4834223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4834229.000000 Penalty: 1025.125732
	Iteration 228Q: 3 clusters Score -4834229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4834229.000000 Penalty: 1025.125732
	Iteration 229Q: 3 clusters Score -4834229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4834231.000000 Penalty: 1025.125732
	Iteration 230Q: 3 clusters Score -4834231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4834228.000000 Penalty: 1025.125732
	Iteration 231Q: 3 clusters Score -4834228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4834231.000000 Penalty: 1025.125732
	Iteration 232Q: 3 clusters Score -4834231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4834231.500000 Penalty: 1025.125732
	Iteration 233Q: 3 clusters Score -4834232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4834228.000000 Penalty: 1025.125732
	Iteration 234Q: 3 clusters Score -4834228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4834232.500000 Penalty: 1025.125732
	Iteration 235Q: 3 clusters Score -4834232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4834229.000000 Penalty: 1025.125732
	Iteration 236Q: 3 clusters Score -4834229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4834240.000000 Penalty: 1025.125732
	Iteration 237Q: 3 clusters Score -4834240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4834244.500000 Penalty: 1025.125732
	Iteration 238Q: 3 clusters Score -4834244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4834242.500000 Penalty: 1025.125732
	Iteration 239Q: 3 clusters Score -4834242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4834250.500000 Penalty: 1025.125732
	Iteration 240F: 3 clusters Score -4834250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4834253.500000 Penalty: 1025.125732
	Iteration 241Q: 3 clusters Score -4834254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4834252.000000 Penalty: 1025.125732
	Iteration 242Q: 3 clusters Score -4834252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4834253.500000 Penalty: 1025.125732
	Iteration 243Q: 3 clusters Score -4834254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4834248.000000 Penalty: 1025.125732
	Iteration 244Q: 3 clusters Score -4834248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4834253.000000 Penalty: 1025.125732
	Iteration 245Q: 3 clusters Score -4834253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4834246.500000 Penalty: 1025.125732
	Iteration 246Q: 3 clusters Score -4834246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4834251.000000 Penalty: 1025.125732
	Iteration 247Q: 3 clusters Score -4834251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4834258.000000 Penalty: 1025.125732
	Iteration 248Q: 3 clusters Score -4834258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4834261.500000 Penalty: 1025.125732
	Iteration 249Q: 3 clusters Score -4834262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4834267.000000 Penalty: 1025.125732
	Iteration 250Q: 3 clusters Score -4834267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4834268.000000 Penalty: 1025.125732
	Iteration 251Q: 3 clusters Score -4834268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4834258.000000 Penalty: 1025.125732
	Iteration 252Q: 3 clusters Score -4834258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4834268.000000 Penalty: 1025.125732
	Iteration 253Q: 3 clusters Score -4834268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4834269.500000 Penalty: 1025.125732
	Iteration 254Q: 3 clusters Score -4834270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4834274.000000 Penalty: 1025.125732
	Iteration 255Q: 3 clusters Score -4834274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4834280.000000 Penalty: 1025.125732
	Iteration 256Q: 3 clusters Score -4834280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4834277.000000 Penalty: 1025.125732
	Iteration 257Q: 3 clusters Score -4834277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4834274.500000 Penalty: 1025.125732
	Iteration 258Q: 3 clusters Score -4834274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4834268.000000 Penalty: 1025.125732
	Iteration 259Q: 3 clusters Score -4834268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4834276.000000 Penalty: 1025.125732
	Iteration 260F: 3 clusters Score -4834276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4834276.000000 Penalty: 1025.125732
	Iteration 261Q: 3 clusters Score -4834276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4834277.000000 Penalty: 1025.125732
	Iteration 262Q: 3 clusters Score -4834277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4834279.500000 Penalty: 1025.125732
	Iteration 263Q: 3 clusters Score -4834280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4834276.500000 Penalty: 1025.125732
	Iteration 264Q: 3 clusters Score -4834276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4834285.500000 Penalty: 1025.125732
	Iteration 265Q: 3 clusters Score -4834286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4834284.000000 Penalty: 1025.125732
	Iteration 266Q: 3 clusters Score -4834284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4834282.500000 Penalty: 1025.125732
	Iteration 267Q: 3 clusters Score -4834282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4834289.000000 Penalty: 1025.125732
	Iteration 268Q: 3 clusters Score -4834289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4834288.000000 Penalty: 1025.125732
	Iteration 269Q: 3 clusters Score -4834288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4834291.000000 Penalty: 1025.125732
	Iteration 270Q: 3 clusters Score -4834291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4834290.000000 Penalty: 1025.125732
	Iteration 271Q: 3 clusters Score -4834290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4834287.000000 Penalty: 1025.125732
	Iteration 272Q: 3 clusters Score -4834287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4834287.000000 Penalty: 1025.125732
	Iteration 273F: 3 clusters Score -4834287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -110161.171875 Penalty: 344.290680
	Iteration 0F: 2 clusters Score -110161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -108800.617188 Penalty: 688.581360
	Iteration 0F: 3 clusters Score -108800.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109271.195312 Penalty: 688.581360
	Iteration 1F: 3 clusters Score -109271.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -109372.070312 Penalty: 688.581360
	Iteration 2F: 3 clusters Score -109372.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -109459.867188 Penalty: 688.581360
	Iteration 3F: 3 clusters Score -109459.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -109562.140625 Penalty: 688.581360
	Iteration 4F: 3 clusters Score -109562.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -109661.031250 Penalty: 688.581360
	Iteration 5F: 3 clusters Score -109661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -109739.984375 Penalty: 688.581360
	Iteration 6F: 3 clusters Score -109740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -109792.375000 Penalty: 688.581360
	Iteration 7Q: 3 clusters Score -109792.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -109829.468750 Penalty: 688.581360
	Iteration 8Q: 3 clusters Score -109829.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -109850.078125 Penalty: 688.581360
	Iteration 9Q: 3 clusters Score -109850.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -109863.453125 Penalty: 688.581360
	Iteration 10Q: 3 clusters Score -109863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -109873.109375 Penalty: 688.581360
	Iteration 11Q: 3 clusters Score -109873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -109876.234375 Penalty: 688.581360
	Iteration 12Q: 3 clusters Score -109876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -109878.531250 Penalty: 688.581360
	Iteration 13Q: 3 clusters Score -109878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -109880.703125 Penalty: 688.581360
	Iteration 14Q: 3 clusters Score -109880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -109881.687500 Penalty: 688.581360
	Iteration 15Q: 3 clusters Score -109881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -109881.687500 Penalty: 688.581360
	Iteration 16F: 3 clusters Score -109881.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -142725.484375 Penalty: 356.626678
	Iteration 0F: 2 clusters Score -142725.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -140963.906250 Penalty: 713.253357
	Iteration 0F: 3 clusters Score -140963.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -141706.390625 Penalty: 713.253357
	Iteration 1F: 3 clusters Score -141706.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -141831.812500 Penalty: 713.253357
	Iteration 2F: 3 clusters Score -141831.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -141947.890625 Penalty: 713.253357
	Iteration 3F: 3 clusters Score -141947.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -142041.781250 Penalty: 713.253357
	Iteration 4F: 3 clusters Score -142041.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -142102.453125 Penalty: 713.253357
	Iteration 5Q: 3 clusters Score -142102.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -142152.968750 Penalty: 713.253357
	Iteration 6Q: 3 clusters Score -142153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -142207.562500 Penalty: 713.253357
	Iteration 7Q: 3 clusters Score -142207.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -142259.078125 Penalty: 713.253357
	Iteration 8Q: 3 clusters Score -142259.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -142307.468750 Penalty: 713.253357
	Iteration 9Q: 3 clusters Score -142307.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -142340.218750 Penalty: 713.253357
	Iteration 10Q: 3 clusters Score -142340.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -142364.265625 Penalty: 713.253357
	Iteration 11Q: 3 clusters Score -142364.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -142385.109375 Penalty: 713.253357
	Iteration 12Q: 3 clusters Score -142385.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -142403.703125 Penalty: 713.253357
	Iteration 13Q: 3 clusters Score -142403.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -142428.203125 Penalty: 713.253357
	Iteration 14Q: 3 clusters Score -142428.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -142451.218750 Penalty: 713.253357
	Iteration 15Q: 3 clusters Score -142451.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -142464.296875 Penalty: 713.253357
	Iteration 16Q: 3 clusters Score -142464.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -142476.156250 Penalty: 713.253357
	Iteration 17Q: 3 clusters Score -142476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -142484.015625 Penalty: 713.253357
	Iteration 18Q: 3 clusters Score -142484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -142486.359375 Penalty: 713.253357
	Iteration 19Q: 3 clusters Score -142486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -142488.390625 Penalty: 713.253357
	Iteration 20F: 3 clusters Score -142488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -142490.890625 Penalty: 713.253357
	Iteration 21Q: 3 clusters Score -142490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -142493.765625 Penalty: 713.253357
	Iteration 22Q: 3 clusters Score -142493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -142494.703125 Penalty: 713.253357
	Iteration 23Q: 3 clusters Score -142494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -142494.609375 Penalty: 713.253357
	Iteration 24Q: 3 clusters Score -142494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -142495.015625 Penalty: 713.253357
	Iteration 25Q: 3 clusters Score -142495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -142495.562500 Penalty: 713.253357
	Iteration 26Q: 3 clusters Score -142495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -142495.562500 Penalty: 713.253357
	Iteration 27F: 3 clusters Score -142495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -331385.000000 Penalty: 392.623688
	Iteration 0F: 2 clusters Score -331385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -327635.000000 Penalty: 785.247375
	Iteration 0F: 3 clusters Score -327635 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -328993.812500 Penalty: 785.247375
	Iteration 1F: 3 clusters Score -328993.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -329089.218750 Penalty: 785.247375
	Iteration 2F: 3 clusters Score -329089.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -329162.625000 Penalty: 785.247375
	Iteration 3Q: 3 clusters Score -329162.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -329219.406250 Penalty: 785.247375
	Iteration 4Q: 3 clusters Score -329219.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -329289.593750 Penalty: 785.247375
	Iteration 5Q: 3 clusters Score -329289.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -329367.937500 Penalty: 785.247375
	Iteration 6Q: 3 clusters Score -329367.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -329448.781250 Penalty: 785.247375
	Iteration 7Q: 3 clusters Score -329448.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -329550.218750 Penalty: 785.247375
	Iteration 8Q: 3 clusters Score -329550.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -329691.687500 Penalty: 785.247375
	Iteration 9Q: 3 clusters Score -329691.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -329890.218750 Penalty: 785.247375
	Iteration 10Q: 3 clusters Score -329890.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -330106.843750 Penalty: 785.247375
	Iteration 11Q: 3 clusters Score -330106.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -330337.000000 Penalty: 785.247375
	Iteration 12Q: 3 clusters Score -330337 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -330533.250000 Penalty: 785.247375
	Iteration 13Q: 3 clusters Score -330533.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330670.968750 Penalty: 785.247375
	Iteration 14Q: 3 clusters Score -330671 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -330737.656250 Penalty: 785.247375
	Iteration 15Q: 3 clusters Score -330737.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -330782.312500 Penalty: 785.247375
	Iteration 16Q: 3 clusters Score -330782.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -330817.406250 Penalty: 785.247375
	Iteration 17Q: 3 clusters Score -330817.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -330846.937500 Penalty: 785.247375
	Iteration 18Q: 3 clusters Score -330846.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -330865.031250 Penalty: 785.247375
	Iteration 19Q: 3 clusters Score -330865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -330875.687500 Penalty: 785.247375
	Iteration 20F: 3 clusters Score -330875.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -330882.937500 Penalty: 785.247375
	Iteration 21Q: 3 clusters Score -330882.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -330888.937500 Penalty: 785.247375
	Iteration 22Q: 3 clusters Score -330888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -330893.281250 Penalty: 785.247375
	Iteration 23Q: 3 clusters Score -330893.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -330897.562500 Penalty: 785.247375
	Iteration 24Q: 3 clusters Score -330897.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -330900.812500 Penalty: 785.247375
	Iteration 25Q: 3 clusters Score -330900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330904.656250 Penalty: 785.247375
	Iteration 26Q: 3 clusters Score -330904.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330906.968750 Penalty: 785.247375
	Iteration 27Q: 3 clusters Score -330907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -330911.031250 Penalty: 785.247375
	Iteration 28Q: 3 clusters Score -330911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -330913.968750 Penalty: 785.247375
	Iteration 29Q: 3 clusters Score -330914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -330915.968750 Penalty: 785.247375
	Iteration 30Q: 3 clusters Score -330916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330919.500000 Penalty: 785.247375
	Iteration 31Q: 3 clusters Score -330919.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330922.718750 Penalty: 785.247375
	Iteration 32Q: 3 clusters Score -330922.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -330925.156250 Penalty: 785.247375
	Iteration 33Q: 3 clusters Score -330925.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -330927.031250 Penalty: 785.247375
	Iteration 34Q: 3 clusters Score -330927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330927.968750 Penalty: 785.247375
	Iteration 35Q: 3 clusters Score -330928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330930.125000 Penalty: 785.247375
	Iteration 36Q: 3 clusters Score -330930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -330930.843750 Penalty: 785.247375
	Iteration 37Q: 3 clusters Score -330930.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -330932.375000 Penalty: 785.247375
	Iteration 38Q: 3 clusters Score -330932.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -330934.281250 Penalty: 785.247375
	Iteration 39Q: 3 clusters Score -330934.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -330937.250000 Penalty: 785.247375
	Iteration 40F: 3 clusters Score -330937.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330939.718750 Penalty: 785.247375
	Iteration 41Q: 3 clusters Score -330939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -330944.250000 Penalty: 785.247375
	Iteration 42Q: 3 clusters Score -330944.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -330947.750000 Penalty: 785.247375
	Iteration 43Q: 3 clusters Score -330947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -330950.750000 Penalty: 785.247375
	Iteration 44Q: 3 clusters Score -330950.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -330954.531250 Penalty: 785.247375
	Iteration 45Q: 3 clusters Score -330954.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330957.000000 Penalty: 785.247375
	Iteration 46Q: 3 clusters Score -330957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -330960.000000 Penalty: 785.247375
	Iteration 47Q: 3 clusters Score -330960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330960.593750 Penalty: 785.247375
	Iteration 48Q: 3 clusters Score -330960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -330962.593750 Penalty: 785.247375
	Iteration 49Q: 3 clusters Score -330962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330963.375000 Penalty: 785.247375
	Iteration 50Q: 3 clusters Score -330963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330963.125000 Penalty: 785.247375
	Iteration 51Q: 3 clusters Score -330963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330963.656250 Penalty: 785.247375
	Iteration 52Q: 3 clusters Score -330963.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330965.437500 Penalty: 785.247375
	Iteration 53Q: 3 clusters Score -330965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330965.937500 Penalty: 785.247375
	Iteration 54Q: 3 clusters Score -330965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -330966.187500 Penalty: 785.247375
	Iteration 55Q: 3 clusters Score -330966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -330965.656250 Penalty: 785.247375
	Iteration 56Q: 3 clusters Score -330965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -330965.656250 Penalty: 785.247375
	Iteration 57F: 3 clusters Score -330965.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Entering Unmasked Estep 
Score: -2815625.750000 Penalty: 486.236725
	Iteration 0F: 2 clusters Score -2815626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2786735.750000 Penalty: 972.473450
	Iteration 0F: 3 clusters Score -2786736 nChanged 21245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2799885.000000 Penalty: 972.473450
	Iteration 1F: 3 clusters Score -2799885 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2800981.500000 Penalty: 972.473450
	Iteration 2F: 3 clusters Score -2800982 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2802645.250000 Penalty: 972.473450
	Iteration 3F: 3 clusters Score -2802645 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2804967.750000 Penalty: 972.473450
	Iteration 4F: 3 clusters Score -2804968 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2807720.750000 Penalty: 972.473450
	Iteration 5F: 3 clusters Score -2807721 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2810187.250000 Penalty: 972.473450
	Iteration 6F: 3 clusters Score -2810187 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2811861.000000 Penalty: 972.473450
	Iteration 7Q: 3 clusters Score -2811861 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2812829.250000 Penalty: 972.473450
	Iteration 8Q: 3 clusters Score -2812829 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2813399.000000 Penalty: 972.473450
	Iteration 9Q: 3 clusters Score -2813399 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2813813.750000 Penalty: 972.473450
	Iteration 10Q: 3 clusters Score -2813814 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2814134.750000 Penalty: 972.473450
	Iteration 11Q: 3 clusters Score -2814135 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2814365.500000 Penalty: 972.473450
	Iteration 12Q: 3 clusters Score -2814366 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2814590.250000 Penalty: 972.473450
	Iteration 13Q: 3 clusters Score -2814590 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2814762.500000 Penalty: 972.473450
	Iteration 14Q: 3 clusters Score -2814762 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2814879.500000 Penalty: 972.473450
	Iteration 15Q: 3 clusters Score -2814880 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2814981.250000 Penalty: 972.473450
	Iteration 16Q: 3 clusters Score -2814981 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2815044.000000 Penalty: 972.473450
	Iteration 17Q: 3 clusters Score -2815044 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2815090.750000 Penalty: 972.473450
	Iteration 18Q: 3 clusters Score -2815091 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2815124.750000 Penalty: 972.473450
	Iteration 19Q: 3 clusters Score -2815125 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2815136.000000 Penalty: 972.473450
	Iteration 20F: 3 clusters Score -2815136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2815140.250000 Penalty: 972.473450
	Iteration 21Q: 3 clusters Score -2815140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2815156.500000 Penalty: 972.473450
	Iteration 22Q: 3 clusters Score -2815156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2815162.500000 Penalty: 972.473450
	Iteration 23Q: 3 clusters Score -2815162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2815176.250000 Penalty: 972.473450
	Iteration 24Q: 3 clusters Score -2815176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2815183.000000 Penalty: 972.473450
	Iteration 25Q: 3 clusters Score -2815183 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2815197.250000 Penalty: 972.473450
	Iteration 26Q: 3 clusters Score -2815197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2815212.500000 Penalty: 972.473450
	Iteration 27Q: 3 clusters Score -2815212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2815222.750000 Penalty: 972.473450
	Iteration 28Q: 3 clusters Score -2815223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2815234.750000 Penalty: 972.473450
	Iteration 29Q: 3 clusters Score -2815235 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2815234.500000 Penalty: 972.473450
	Iteration 30Q: 3 clusters Score -2815234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2815244.500000 Penalty: 972.473450
	Iteration 31Q: 3 clusters Score -2815244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2815256.500000 Penalty: 972.473450
	Iteration 32Q: 3 clusters Score -2815256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2815255.750000 Penalty: 972.473450
	Iteration 33Q: 3 clusters Score -2815256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2815258.750000 Penalty: 972.473450
	Iteration 34Q: 3 clusters Score -2815259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2815264.750000 Penalty: 972.473450
	Iteration 35Q: 3 clusters Score -2815265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2815271.500000 Penalty: 972.473450
	Iteration 36Q: 3 clusters Score -2815272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2815272.000000 Penalty: 972.473450
	Iteration 37Q: 3 clusters Score -2815272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2815276.250000 Penalty: 972.473450
	Iteration 38Q: 3 clusters Score -2815276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2815275.250000 Penalty: 972.473450
	Iteration 39Q: 3 clusters Score -2815275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2815289.000000 Penalty: 972.473450
	Iteration 40F: 3 clusters Score -2815289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2815297.500000 Penalty: 972.473450
	Iteration 41Q: 3 clusters Score -2815298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2815296.000000 Penalty: 972.473450
	Iteration 42Q: 3 clusters Score -2815296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2815297.000000 Penalty: 972.473450
	Iteration 43Q: 3 clusters Score -2815297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2815305.000000 Penalty: 972.473450
	Iteration 44Q: 3 clusters Score -2815305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2815303.500000 Penalty: 972.473450
	Iteration 45Q: 3 clusters Score -2815304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2815310.500000 Penalty: 972.473450
	Iteration 46Q: 3 clusters Score -2815310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2815319.000000 Penalty: 972.473450
	Iteration 47Q: 3 clusters Score -2815319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2815321.000000 Penalty: 972.473450
	Iteration 48Q: 3 clusters Score -2815321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2815321.000000 Penalty: 972.473450
	Iteration 49Q: 3 clusters Score -2815321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2815320.750000 Penalty: 972.473450
	Iteration 50Q: 3 clusters Score -2815321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2815318.750000 Penalty: 972.473450
	Iteration 51Q: 3 clusters Score -2815319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2815318.750000 Penalty: 972.473450
	Iteration 52Q: 3 clusters Score -2815319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2815322.750000 Penalty: 972.473450
	Iteration 53Q: 3 clusters Score -2815323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2815327.000000 Penalty: 972.473450
	Iteration 54Q: 3 clusters Score -2815327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2815324.750000 Penalty: 972.473450
	Iteration 55Q: 3 clusters Score -2815325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2815324.250000 Penalty: 972.473450
	Iteration 56Q: 3 clusters Score -2815324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2815323.500000 Penalty: 972.473450
	Iteration 57Q: 3 clusters Score -2815324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2815320.500000 Penalty: 972.473450
	Iteration 58Q: 3 clusters Score -2815320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2815321.250000 Penalty: 972.473450
	Iteration 59Q: 3 clusters Score -2815321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2815319.750000 Penalty: 972.473450
	Iteration 60F: 3 clusters Score -2815320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2815319.000000 Penalty: 972.473450
	Iteration 61Q: 3 clusters Score -2815319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2815319.000000 Penalty: 972.473450
	Iteration 62F: 3 clusters Score -2815319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Entering Unmasked Estep 
Score: -2800488.750000 Penalty: 485.034668
	Iteration 0F: 2 clusters Score -2800489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2773534.000000 Penalty: 970.069336
	Iteration 0F: 3 clusters Score -2773534 nChanged 20562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2785746.750000 Penalty: 970.069336
	Iteration 1F: 3 clusters Score -2785747 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2786845.250000 Penalty: 970.069336
	Iteration 2F: 3 clusters Score -2786845 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2788687.000000 Penalty: 970.069336
	Iteration 3F: 3 clusters Score -2788687 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2791521.750000 Penalty: 970.069336
	Iteration 4F: 3 clusters Score -2791522 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2794522.000000 Penalty: 970.069336
	Iteration 5F: 3 clusters Score -2794522 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2796948.250000 Penalty: 970.069336
	Iteration 6F: 3 clusters Score -2796948 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2798532.000000 Penalty: 970.069336
	Iteration 7Q: 3 clusters Score -2798532 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2799385.000000 Penalty: 970.069336
	Iteration 8Q: 3 clusters Score -2799385 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2799786.500000 Penalty: 970.069336
	Iteration 9Q: 3 clusters Score -2799786 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2799976.000000 Penalty: 970.069336
	Iteration 10Q: 3 clusters Score -2799976 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2800095.750000 Penalty: 970.069336
	Iteration 11Q: 3 clusters Score -2800096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2800147.000000 Penalty: 970.069336
	Iteration 12Q: 3 clusters Score -2800147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2800166.000000 Penalty: 970.069336
	Iteration 13Q: 3 clusters Score -2800166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2800180.500000 Penalty: 970.069336
	Iteration 14Q: 3 clusters Score -2800180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2800185.250000 Penalty: 970.069336
	Iteration 15Q: 3 clusters Score -2800185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2800189.000000 Penalty: 970.069336
	Iteration 16Q: 3 clusters Score -2800189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2800188.750000 Penalty: 970.069336
	Iteration 17Q: 3 clusters Score -2800189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2800189.250000 Penalty: 970.069336
	Iteration 18F: 3 clusters Score -2800189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2800193.000000 Penalty: 970.069336
	Iteration 19Q: 3 clusters Score -2800193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2800195.750000 Penalty: 970.069336
	Iteration 20F: 3 clusters Score -2800196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2800194.750000 Penalty: 970.069336
	Iteration 21Q: 3 clusters Score -2800195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2800194.750000 Penalty: 970.069336
	Iteration 22F: 3 clusters Score -2800195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Entering Unmasked Estep 
Score: -2730655.750000 Penalty: 483.569061
	Iteration 0F: 2 clusters Score -2730656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2704256.000000 Penalty: 967.138123
	Iteration 0F: 3 clusters Score -2704256 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2716017.750000 Penalty: 967.138123
	Iteration 1F: 3 clusters Score -2716018 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2717097.500000 Penalty: 967.138123
	Iteration 2F: 3 clusters Score -2717098 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2718744.750000 Penalty: 967.138123
	Iteration 3F: 3 clusters Score -2718745 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2721143.250000 Penalty: 967.138123
	Iteration 4F: 3 clusters Score -2721143 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2724252.750000 Penalty: 967.138123
	Iteration 5F: 3 clusters Score -2724253 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2727236.250000 Penalty: 967.138123
	Iteration 6F: 3 clusters Score -2727236 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2728972.000000 Penalty: 967.138123
	Iteration 7Q: 3 clusters Score -2728972 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2729689.500000 Penalty: 967.138123
	Iteration 8Q: 3 clusters Score -2729690 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2729988.000000 Penalty: 967.138123
	Iteration 9Q: 3 clusters Score -2729988 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2730078.750000 Penalty: 967.138123
	Iteration 10Q: 3 clusters Score -2730079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2730126.000000 Penalty: 967.138123
	Iteration 11Q: 3 clusters Score -2730126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2730162.250000 Penalty: 967.138123
	Iteration 12Q: 3 clusters Score -2730162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2730179.000000 Penalty: 967.138123
	Iteration 13Q: 3 clusters Score -2730179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2730201.500000 Penalty: 967.138123
	Iteration 14Q: 3 clusters Score -2730202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2730211.000000 Penalty: 967.138123
	Iteration 15Q: 3 clusters Score -2730211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2730217.000000 Penalty: 967.138123
	Iteration 16Q: 3 clusters Score -2730217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2730223.500000 Penalty: 967.138123
	Iteration 17Q: 3 clusters Score -2730224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2730232.750000 Penalty: 967.138123
	Iteration 18Q: 3 clusters Score -2730233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2730237.000000 Penalty: 967.138123
	Iteration 19Q: 3 clusters Score -2730237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2730240.000000 Penalty: 967.138123
	Iteration 20F: 3 clusters Score -2730240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2730242.250000 Penalty: 967.138123
	Iteration 21Q: 3 clusters Score -2730242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2730244.250000 Penalty: 967.138123
	Iteration 22Q: 3 clusters Score -2730244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2730243.500000 Penalty: 967.138123
	Iteration 23Q: 3 clusters Score -2730244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2730243.500000 Penalty: 967.138123
	Iteration 24F: 3 clusters Score -2730244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -278032.312500 Penalty: 383.817474
	Iteration 0F: 2 clusters Score -278032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -274899.468750 Penalty: 767.634949
	Iteration 0F: 3 clusters Score -274899.5 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -276190.625000 Penalty: 767.634949
	Iteration 1F: 3 clusters Score -276190.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -276330.343750 Penalty: 767.634949
	Iteration 2F: 3 clusters Score -276330.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -276445.843750 Penalty: 767.634949
	Iteration 3F: 3 clusters Score -276445.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -276549.562500 Penalty: 767.634949
	Iteration 4Q: 3 clusters Score -276549.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -276637.375000 Penalty: 767.634949
	Iteration 5Q: 3 clusters Score -276637.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -276754.781250 Penalty: 767.634949
	Iteration 6Q: 3 clusters Score -276754.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -276905.593750 Penalty: 767.634949
	Iteration 7Q: 3 clusters Score -276905.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -277067.687500 Penalty: 767.634949
	Iteration 8Q: 3 clusters Score -277067.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -277210.812500 Penalty: 767.634949
	Iteration 9Q: 3 clusters Score -277210.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -277314.281250 Penalty: 767.634949
	Iteration 10Q: 3 clusters Score -277314.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -277404.218750 Penalty: 767.634949
	Iteration 11Q: 3 clusters Score -277404.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -277463.750000 Penalty: 767.634949
	Iteration 12Q: 3 clusters Score -277463.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -277509.437500 Penalty: 767.634949
	Iteration 13Q: 3 clusters Score -277509.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -277542.125000 Penalty: 767.634949
	Iteration 14Q: 3 clusters Score -277542.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -277562.343750 Penalty: 767.634949
	Iteration 15Q: 3 clusters Score -277562.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -277579.031250 Penalty: 767.634949
	Iteration 16Q: 3 clusters Score -277579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -277594.156250 Penalty: 767.634949
	Iteration 17Q: 3 clusters Score -277594.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -277605.937500 Penalty: 767.634949
	Iteration 18Q: 3 clusters Score -277605.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -277618.125000 Penalty: 767.634949
	Iteration 19Q: 3 clusters Score -277618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -277625.812500 Penalty: 767.634949
	Iteration 20F: 3 clusters Score -277625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -277633.281250 Penalty: 767.634949
	Iteration 21Q: 3 clusters Score -277633.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -277641.093750 Penalty: 767.634949
	Iteration 22Q: 3 clusters Score -277641.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -277647.375000 Penalty: 767.634949
	Iteration 23Q: 3 clusters Score -277647.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -277657.656250 Penalty: 767.634949
	Iteration 24Q: 3 clusters Score -277657.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -277663.625000 Penalty: 767.634949
	Iteration 25Q: 3 clusters Score -277663.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -277669.281250 Penalty: 767.634949
	Iteration 26Q: 3 clusters Score -277669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -277672.937500 Penalty: 767.634949
	Iteration 27Q: 3 clusters Score -277672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -277677.968750 Penalty: 767.634949
	Iteration 28Q: 3 clusters Score -277678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -277685.781250 Penalty: 767.634949
	Iteration 29Q: 3 clusters Score -277685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -277688.062500 Penalty: 767.634949
	Iteration 30Q: 3 clusters Score -277688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -277690.500000 Penalty: 767.634949
	Iteration 31Q: 3 clusters Score -277690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -277691.531250 Penalty: 767.634949
	Iteration 32Q: 3 clusters Score -277691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -277692.687500 Penalty: 767.634949
	Iteration 33Q: 3 clusters Score -277692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -277692.625000 Penalty: 767.634949
	Iteration 34Q: 3 clusters Score -277692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -277693.406250 Penalty: 767.634949
	Iteration 35Q: 3 clusters Score -277693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -277693.406250 Penalty: 767.634949
	Iteration 36F: 3 clusters Score -277693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -488710.343750 Penalty: 404.713745
	Iteration 0F: 2 clusters Score -488710.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -483853.781250 Penalty: 809.427490
	Iteration 0F: 3 clusters Score -483853.8 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -485738.406250 Penalty: 809.427490
	Iteration 1F: 3 clusters Score -485738.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -485911.312500 Penalty: 809.427490
	Iteration 2F: 3 clusters Score -485911.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -486088.375000 Penalty: 809.427490
	Iteration 3F: 3 clusters Score -486088.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -486320.437500 Penalty: 809.427490
	Iteration 4F: 3 clusters Score -486320.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -486654.687500 Penalty: 809.427490
	Iteration 5F: 3 clusters Score -486654.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -487071.843750 Penalty: 809.427490
	Iteration 6F: 3 clusters Score -487071.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -487459.750000 Penalty: 809.427490
	Iteration 7F: 3 clusters Score -487459.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -487728.843750 Penalty: 809.427490
	Iteration 8Q: 3 clusters Score -487728.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -487898.843750 Penalty: 809.427490
	Iteration 9Q: 3 clusters Score -487898.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -487993.187500 Penalty: 809.427490
	Iteration 10Q: 3 clusters Score -487993.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -488072.843750 Penalty: 809.427490
	Iteration 11Q: 3 clusters Score -488072.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -488127.281250 Penalty: 809.427490
	Iteration 12Q: 3 clusters Score -488127.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -488164.937500 Penalty: 809.427490
	Iteration 13Q: 3 clusters Score -488164.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -488196.968750 Penalty: 809.427490
	Iteration 14Q: 3 clusters Score -488197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -488224.656250 Penalty: 809.427490
	Iteration 15Q: 3 clusters Score -488224.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -488255.343750 Penalty: 809.427490
	Iteration 16Q: 3 clusters Score -488255.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -488278.531250 Penalty: 809.427490
	Iteration 17Q: 3 clusters Score -488278.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -488295.562500 Penalty: 809.427490
	Iteration 18Q: 3 clusters Score -488295.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -488306.187500 Penalty: 809.427490
	Iteration 19Q: 3 clusters Score -488306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -488315.625000 Penalty: 809.427490
	Iteration 20F: 3 clusters Score -488315.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -488324.875000 Penalty: 809.427490
	Iteration 21Q: 3 clusters Score -488324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -488333.343750 Penalty: 809.427490
	Iteration 22Q: 3 clusters Score -488333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -488341.437500 Penalty: 809.427490
	Iteration 23Q: 3 clusters Score -488341.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -488346.031250 Penalty: 809.427490
	Iteration 24Q: 3 clusters Score -488346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -488351.593750 Penalty: 809.427490
	Iteration 25Q: 3 clusters Score -488351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -488354.843750 Penalty: 809.427490
	Iteration 26Q: 3 clusters Score -488354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -488358.218750 Penalty: 809.427490
	Iteration 27Q: 3 clusters Score -488358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -488360.937500 Penalty: 809.427490
	Iteration 28Q: 3 clusters Score -488360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -488363.593750 Penalty: 809.427490
	Iteration 29Q: 3 clusters Score -488363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -488365.125000 Penalty: 809.427490
	Iteration 30Q: 3 clusters Score -488365.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -488369.750000 Penalty: 809.427490
	Iteration 31Q: 3 clusters Score -488369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -488372.000000 Penalty: 809.427490
	Iteration 32Q: 3 clusters Score -488372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -488372.000000 Penalty: 809.427490
	Iteration 33Q: 3 clusters Score -488372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -488372.000000 Penalty: 809.427490
	Iteration 34F: 3 clusters Score -488372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Entering Unmasked Estep 
Score: -1867221.875000 Penalty: 466.849457
	Iteration 0F: 2 clusters Score -1867222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1848277.250000 Penalty: 933.698914
	Iteration 0F: 3 clusters Score -1848277 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1856694.875000 Penalty: 933.698914
	Iteration 1F: 3 clusters Score -1856695 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1857422.125000 Penalty: 933.698914
	Iteration 2F: 3 clusters Score -1857422 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1858485.000000 Penalty: 933.698914
	Iteration 3F: 3 clusters Score -1858485 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1859905.875000 Penalty: 933.698914
	Iteration 4F: 3 clusters Score -1859906 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1861531.625000 Penalty: 933.698914
	Iteration 5F: 3 clusters Score -1861532 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1863075.000000 Penalty: 933.698914
	Iteration 6F: 3 clusters Score -1863075 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1864311.625000 Penalty: 933.698914
	Iteration 7F: 3 clusters Score -1864312 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1865231.500000 Penalty: 933.698914
	Iteration 8Q: 3 clusters Score -1865232 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1865905.875000 Penalty: 933.698914
	Iteration 9Q: 3 clusters Score -1865906 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1866336.750000 Penalty: 933.698914
	Iteration 10Q: 3 clusters Score -1866337 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1866566.875000 Penalty: 933.698914
	Iteration 11Q: 3 clusters Score -1866567 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1866677.000000 Penalty: 933.698914
	Iteration 12Q: 3 clusters Score -1866677 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1866727.125000 Penalty: 933.698914
	Iteration 13Q: 3 clusters Score -1866727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1866757.250000 Penalty: 933.698914
	Iteration 14Q: 3 clusters Score -1866757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1866786.250000 Penalty: 933.698914
	Iteration 15Q: 3 clusters Score -1866786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1866803.125000 Penalty: 933.698914
	Iteration 16Q: 3 clusters Score -1866803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1866811.125000 Penalty: 933.698914
	Iteration 17Q: 3 clusters Score -1866811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1866814.750000 Penalty: 933.698914
	Iteration 18Q: 3 clusters Score -1866815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1866822.000000 Penalty: 933.698914
	Iteration 19Q: 3 clusters Score -1866822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1866826.625000 Penalty: 933.698914
	Iteration 20F: 3 clusters Score -1866827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1866832.250000 Penalty: 933.698914
	Iteration 21Q: 3 clusters Score -1866832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1866836.000000 Penalty: 933.698914
	Iteration 22Q: 3 clusters Score -1866836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1866835.875000 Penalty: 933.698914
	Iteration 23Q: 3 clusters Score -1866836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1866837.000000 Penalty: 933.698914
	Iteration 24Q: 3 clusters Score -1866837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1866837.000000 Penalty: 933.698914
	Iteration 25F: 3 clusters Score -1866837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -104156.750000 Penalty: 343.746063
	Iteration 0F: 2 clusters Score -104156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -102801.429688 Penalty: 687.492126
	Iteration 0F: 3 clusters Score -102801.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -103404.101562 Penalty: 687.492126
	Iteration 1F: 3 clusters Score -103404.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -103608.515625 Penalty: 687.492126
	Iteration 2F: 3 clusters Score -103608.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -103742.914062 Penalty: 687.492126
	Iteration 3F: 3 clusters Score -103742.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -103816.148438 Penalty: 687.492126
	Iteration 4F: 3 clusters Score -103816.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -103880.835938 Penalty: 687.492126
	Iteration 5Q: 3 clusters Score -103880.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -103913.164062 Penalty: 687.492126
	Iteration 6Q: 3 clusters Score -103913.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -103943.359375 Penalty: 687.492126
	Iteration 7Q: 3 clusters Score -103943.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -103968.460938 Penalty: 687.492126
	Iteration 8Q: 3 clusters Score -103968.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -103998.468750 Penalty: 687.492126
	Iteration 9Q: 3 clusters Score -103998.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -104032.062500 Penalty: 687.492126
	Iteration 10Q: 3 clusters Score -104032.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -104066.546875 Penalty: 687.492126
	Iteration 11Q: 3 clusters Score -104066.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -104087.132812 Penalty: 687.492126
	Iteration 12Q: 3 clusters Score -104087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -104098.757812 Penalty: 687.492126
	Iteration 13Q: 3 clusters Score -104098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -104105.171875 Penalty: 687.492126
	Iteration 14Q: 3 clusters Score -104105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -104108.937500 Penalty: 687.492126
	Iteration 15Q: 3 clusters Score -104108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -104111.101562 Penalty: 687.492126
	Iteration 16Q: 3 clusters Score -104111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -104112.148438 Penalty: 687.492126
	Iteration 17Q: 3 clusters Score -104112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -104113.835938 Penalty: 687.492126
	Iteration 18Q: 3 clusters Score -104113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -104115.328125 Penalty: 687.492126
	Iteration 19Q: 3 clusters Score -104115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -104115.625000 Penalty: 687.492126
	Iteration 20F: 3 clusters Score -104115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -104116.585938 Penalty: 687.492126
	Iteration 21Q: 3 clusters Score -104116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -104117.007812 Penalty: 687.492126
	Iteration 22Q: 3 clusters Score -104117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -104117.007812 Penalty: 687.492126
	Iteration 23F: 3 clusters Score -104117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -276518.843750 Penalty: 380.244598
	Iteration 0F: 2 clusters Score -276518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -273604.531250 Penalty: 760.489197
	Iteration 0F: 3 clusters Score -273604.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -274684.937500 Penalty: 760.489197
	Iteration 1F: 3 clusters Score -274684.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -274793.031250 Penalty: 760.489197
	Iteration 2F: 3 clusters Score -274793 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -274917.500000 Penalty: 760.489197
	Iteration 3F: 3 clusters Score -274917.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -275082.187500 Penalty: 760.489197
	Iteration 4F: 3 clusters Score -275082.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -275286.562500 Penalty: 760.489197
	Iteration 5F: 3 clusters Score -275286.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -275548.343750 Penalty: 760.489197
	Iteration 6F: 3 clusters Score -275548.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -275777.406250 Penalty: 760.489197
	Iteration 7F: 3 clusters Score -275777.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -275910.500000 Penalty: 760.489197
	Iteration 8Q: 3 clusters Score -275910.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -275977.843750 Penalty: 760.489197
	Iteration 9Q: 3 clusters Score -275977.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -276010.312500 Penalty: 760.489197
	Iteration 10Q: 3 clusters Score -276010.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -276034.968750 Penalty: 760.489197
	Iteration 11Q: 3 clusters Score -276035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -276058.031250 Penalty: 760.489197
	Iteration 12Q: 3 clusters Score -276058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -276080.031250 Penalty: 760.489197
	Iteration 13Q: 3 clusters Score -276080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -276101.750000 Penalty: 760.489197
	Iteration 14Q: 3 clusters Score -276101.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -276120.875000 Penalty: 760.489197
	Iteration 15Q: 3 clusters Score -276120.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -276136.687500 Penalty: 760.489197
	Iteration 16Q: 3 clusters Score -276136.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -276153.031250 Penalty: 760.489197
	Iteration 17Q: 3 clusters Score -276153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -276163.750000 Penalty: 760.489197
	Iteration 18Q: 3 clusters Score -276163.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -276171.843750 Penalty: 760.489197
	Iteration 19Q: 3 clusters Score -276171.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -276182.312500 Penalty: 760.489197
	Iteration 20F: 3 clusters Score -276182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -276190.500000 Penalty: 760.489197
	Iteration 21Q: 3 clusters Score -276190.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -276198.250000 Penalty: 760.489197
	Iteration 22Q: 3 clusters Score -276198.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -276200.218750 Penalty: 760.489197
	Iteration 23Q: 3 clusters Score -276200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -276202.062500 Penalty: 760.489197
	Iteration 24Q: 3 clusters Score -276202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -276204.937500 Penalty: 760.489197
	Iteration 25Q: 3 clusters Score -276204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -276207.062500 Penalty: 760.489197
	Iteration 26Q: 3 clusters Score -276207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -276208.656250 Penalty: 760.489197
	Iteration 27Q: 3 clusters Score -276208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -276209.656250 Penalty: 760.489197
	Iteration 28Q: 3 clusters Score -276209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -276210.843750 Penalty: 760.489197
	Iteration 29Q: 3 clusters Score -276210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -276210.875000 Penalty: 760.489197
	Iteration 30Q: 3 clusters Score -276210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -276210.843750 Penalty: 760.489197
	Iteration 31Q: 3 clusters Score -276210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -276210.843750 Penalty: 760.489197
	Iteration 32F: 3 clusters Score -276210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -157442.046875 Penalty: 353.506714
	Iteration 0F: 2 clusters Score -157442 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 1191 members 
Entering Unmasked Estep 
Score: -155763.328125 Penalty: 707.013428
	Iteration 0F: 3 clusters Score -155763.3 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -156363.468750 Penalty: 707.013428
	Iteration 1F: 3 clusters Score -156363.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -156431.109375 Penalty: 707.013428
	Iteration 2F: 3 clusters Score -156431.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156474.125000 Penalty: 707.013428
	Iteration 3Q: 3 clusters Score -156474.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -156503.906250 Penalty: 707.013428
	Iteration 4Q: 3 clusters Score -156503.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -156531.593750 Penalty: 707.013428
	Iteration 5Q: 3 clusters Score -156531.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -156558.578125 Penalty: 707.013428
	Iteration 6Q: 3 clusters Score -156558.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -156591.468750 Penalty: 707.013428
	Iteration 7Q: 3 clusters Score -156591.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -156615.203125 Penalty: 707.013428
	Iteration 8Q: 3 clusters Score -156615.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -156637.531250 Penalty: 707.013428
	Iteration 9Q: 3 clusters Score -156637.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -156660.593750 Penalty: 707.013428
	Iteration 10Q: 3 clusters Score -156660.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -156688.218750 Penalty: 707.013428
	Iteration 11Q: 3 clusters Score -156688.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -156721.828125 Penalty: 707.013428
	Iteration 12Q: 3 clusters Score -156721.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -156759.937500 Penalty: 707.013428
	Iteration 13Q: 3 clusters Score -156759.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -156786.156250 Penalty: 707.013428
	Iteration 14Q: 3 clusters Score -156786.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -156809.515625 Penalty: 707.013428
	Iteration 15Q: 3 clusters Score -156809.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -156839.140625 Penalty: 707.013428
	Iteration 16Q: 3 clusters Score -156839.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -156865.984375 Penalty: 707.013428
	Iteration 17Q: 3 clusters Score -156866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -156882.812500 Penalty: 707.013428
	Iteration 18Q: 3 clusters Score -156882.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -156893.953125 Penalty: 707.013428
	Iteration 19Q: 3 clusters Score -156894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -156903.968750 Penalty: 707.013428
	Iteration 20F: 3 clusters Score -156904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -156911.125000 Penalty: 707.013428
	Iteration 21Q: 3 clusters Score -156911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -156919.968750 Penalty: 707.013428
	Iteration 22Q: 3 clusters Score -156920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -156928.000000 Penalty: 707.013428
	Iteration 23Q: 3 clusters Score -156928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -156939.265625 Penalty: 707.013428
	Iteration 24Q: 3 clusters Score -156939.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -156950.734375 Penalty: 707.013428
	Iteration 25Q: 3 clusters Score -156950.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -156955.953125 Penalty: 707.013428
	Iteration 26Q: 3 clusters Score -156956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -156963.250000 Penalty: 707.013428
	Iteration 27Q: 3 clusters Score -156963.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -156974.031250 Penalty: 707.013428
	Iteration 28Q: 3 clusters Score -156974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -156985.578125 Penalty: 707.013428
	Iteration 29Q: 3 clusters Score -156985.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -156998.718750 Penalty: 707.013428
	Iteration 30Q: 3 clusters Score -156998.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -157012.843750 Penalty: 707.013428
	Iteration 31Q: 3 clusters Score -157012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -157025.453125 Penalty: 707.013428
	Iteration 32Q: 3 clusters Score -157025.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -157040.390625 Penalty: 707.013428
	Iteration 33Q: 3 clusters Score -157040.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -157060.062500 Penalty: 707.013428
	Iteration 34Q: 3 clusters Score -157060.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -157076.218750 Penalty: 707.013428
	Iteration 35Q: 3 clusters Score -157076.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -157087.359375 Penalty: 707.013428
	Iteration 36Q: 3 clusters Score -157087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -157095.890625 Penalty: 707.013428
	Iteration 37Q: 3 clusters Score -157095.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -157104.687500 Penalty: 707.013428
	Iteration 38Q: 3 clusters Score -157104.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -157108.890625 Penalty: 707.013428
	Iteration 39Q: 3 clusters Score -157108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -157112.046875 Penalty: 707.013428
	Iteration 40F: 3 clusters Score -157112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -157114.703125 Penalty: 707.013428
	Iteration 41Q: 3 clusters Score -157114.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -157117.312500 Penalty: 707.013428
	Iteration 42Q: 3 clusters Score -157117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -157119.187500 Penalty: 707.013428
	Iteration 43Q: 3 clusters Score -157119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -157119.906250 Penalty: 707.013428
	Iteration 44Q: 3 clusters Score -157119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -157120.171875 Penalty: 707.013428
	Iteration 45Q: 3 clusters Score -157120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -157120.281250 Penalty: 707.013428
	Iteration 46Q: 3 clusters Score -157120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -157120.781250 Penalty: 707.013428
	Iteration 47Q: 3 clusters Score -157120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -157121.046875 Penalty: 707.013428
	Iteration 48Q: 3 clusters Score -157121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -157120.937500 Penalty: 707.013428
	Iteration 49Q: 3 clusters Score -157120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -157120.984375 Penalty: 707.013428
	Iteration 50Q: 3 clusters Score -157121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -157120.984375 Penalty: 707.013428
	Iteration 51F: 3 clusters Score -157121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -339389.156250 Penalty: 393.358154
	Iteration 0F: 2 clusters Score -339389.2 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 2855 members 
Entering Unmasked Estep 
Score: -335530.375000 Penalty: 786.716309
	Iteration 0F: 3 clusters Score -335530.4 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -336979.343750 Penalty: 786.716309
	Iteration 1F: 3 clusters Score -336979.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -337154.656250 Penalty: 786.716309
	Iteration 2F: 3 clusters Score -337154.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -337397.093750 Penalty: 786.716309
	Iteration 3F: 3 clusters Score -337397.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -337733.125000 Penalty: 786.716309
	Iteration 4F: 3 clusters Score -337733.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -338108.281250 Penalty: 786.716309
	Iteration 5F: 3 clusters Score -338108.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -338499.781250 Penalty: 786.716309
	Iteration 6F: 3 clusters Score -338499.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -338734.000000 Penalty: 786.716309
	Iteration 7F: 3 clusters Score -338734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -338861.000000 Penalty: 786.716309
	Iteration 8Q: 3 clusters Score -338861 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -338964.812500 Penalty: 786.716309
	Iteration 9Q: 3 clusters Score -338964.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -339049.781250 Penalty: 786.716309
	Iteration 10Q: 3 clusters Score -339049.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -339130.718750 Penalty: 786.716309
	Iteration 11Q: 3 clusters Score -339130.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -339213.750000 Penalty: 786.716309
	Iteration 12Q: 3 clusters Score -339213.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -339296.343750 Penalty: 786.716309
	Iteration 13Q: 3 clusters Score -339296.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -339342.562500 Penalty: 786.716309
	Iteration 14Q: 3 clusters Score -339342.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -339368.750000 Penalty: 786.716309
	Iteration 15Q: 3 clusters Score -339368.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -339381.281250 Penalty: 786.716309
	Iteration 16Q: 3 clusters Score -339381.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -339388.031250 Penalty: 786.716309
	Iteration 17Q: 3 clusters Score -339388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -339390.968750 Penalty: 786.716309
	Iteration 18Q: 3 clusters Score -339391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -339393.125000 Penalty: 786.716309
	Iteration 19Q: 3 clusters Score -339393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -339393.437500 Penalty: 786.716309
	Iteration 20F: 3 clusters Score -339393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -339393.312500 Penalty: 786.716309
	Iteration 21Q: 3 clusters Score -339393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -339394.781250 Penalty: 786.716309
	Iteration 22Q: 3 clusters Score -339394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -339393.937500 Penalty: 786.716309
	Iteration 23Q: 3 clusters Score -339393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -339393.937500 Penalty: 786.716309
	Iteration 24F: 3 clusters Score -339393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78051 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 43762 members 
Mstep: Class 12 contains 42621 members 
Mstep: Class 13 contains 41270 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 28579 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 56376 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11214 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 54860 members 
Mstep: Class 28 contains 89328 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47452 members 
Mstep: Class 31 contains 18775 members 
Mstep: Class 32 contains 4246 members 
Entering Unmasked Estep 
Score: -42235504.000000 Penalty: 19589.250000
Splitting cluster 20 changes total score from -42235656.000000 to -42235504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (56376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Entering Unmasked Estep 
Score: -3589102.250000 Penalty: 497.760834
	Iteration 0F: 2 clusters Score -3589102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3551794.750000 Penalty: 995.521667
	Iteration 0F: 3 clusters Score -3551795 nChanged 27115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3568417.250000 Penalty: 995.521667
	Iteration 1F: 3 clusters Score -3568417 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3569493.000000 Penalty: 995.521667
	Iteration 2Q: 3 clusters Score -3569493 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3571054.750000 Penalty: 995.521667
	Iteration 3F: 3 clusters Score -3571055 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3573373.750000 Penalty: 995.521667
	Iteration 4F: 3 clusters Score -3573374 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3576363.750000 Penalty: 995.521667
	Iteration 5F: 3 clusters Score -3576364 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3579116.000000 Penalty: 995.521667
	Iteration 6F: 3 clusters Score -3579116 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3581087.750000 Penalty: 995.521667
	Iteration 7Q: 3 clusters Score -3581088 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3582306.750000 Penalty: 995.521667
	Iteration 8Q: 3 clusters Score -3582307 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3583149.500000 Penalty: 995.521667
	Iteration 9Q: 3 clusters Score -3583150 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3583873.250000 Penalty: 995.521667
	Iteration 10Q: 3 clusters Score -3583873 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3584538.500000 Penalty: 995.521667
	Iteration 11Q: 3 clusters Score -3584538 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3585148.250000 Penalty: 995.521667
	Iteration 12Q: 3 clusters Score -3585148 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3585665.750000 Penalty: 995.521667
	Iteration 13Q: 3 clusters Score -3585666 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3586127.250000 Penalty: 995.521667
	Iteration 14Q: 3 clusters Score -3586127 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3586553.000000 Penalty: 995.521667
	Iteration 15Q: 3 clusters Score -3586553 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3586904.250000 Penalty: 995.521667
	Iteration 16Q: 3 clusters Score -3586904 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3587207.000000 Penalty: 995.521667
	Iteration 17Q: 3 clusters Score -3587207 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3587493.500000 Penalty: 995.521667
	Iteration 18Q: 3 clusters Score -3587494 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3587727.750000 Penalty: 995.521667
	Iteration 19Q: 3 clusters Score -3587728 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3587907.500000 Penalty: 995.521667
	Iteration 20F: 3 clusters Score -3587908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3588055.000000 Penalty: 995.521667
	Iteration 21Q: 3 clusters Score -3588055 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3588170.500000 Penalty: 995.521667
	Iteration 22Q: 3 clusters Score -3588170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3588250.000000 Penalty: 995.521667
	Iteration 23Q: 3 clusters Score -3588250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3588333.500000 Penalty: 995.521667
	Iteration 24Q: 3 clusters Score -3588334 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3588385.750000 Penalty: 995.521667
	Iteration 25Q: 3 clusters Score -3588386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3588424.000000 Penalty: 995.521667
	Iteration 26Q: 3 clusters Score -3588424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3588457.750000 Penalty: 995.521667
	Iteration 27Q: 3 clusters Score -3588458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3588489.500000 Penalty: 995.521667
	Iteration 28Q: 3 clusters Score -3588490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3588519.500000 Penalty: 995.521667
	Iteration 29Q: 3 clusters Score -3588520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3588541.000000 Penalty: 995.521667
	Iteration 30Q: 3 clusters Score -3588541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3588557.500000 Penalty: 995.521667
	Iteration 31Q: 3 clusters Score -3588558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3588590.500000 Penalty: 995.521667
	Iteration 32Q: 3 clusters Score -3588590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3588605.500000 Penalty: 995.521667
	Iteration 33Q: 3 clusters Score -3588606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3588614.250000 Penalty: 995.521667
	Iteration 34Q: 3 clusters Score -3588614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3588618.250000 Penalty: 995.521667
	Iteration 35Q: 3 clusters Score -3588618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3588626.750000 Penalty: 995.521667
	Iteration 36Q: 3 clusters Score -3588627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3588626.000000 Penalty: 995.521667
	Iteration 37Q: 3 clusters Score -3588626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3588626.000000 Penalty: 995.521667
	Iteration 38Q: 3 clusters Score -3588626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3588623.750000 Penalty: 995.521667
	Iteration 39Q: 3 clusters Score -3588624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3588621.000000 Penalty: 995.521667
	Iteration 40F: 3 clusters Score -3588621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3588624.500000 Penalty: 995.521667
	Iteration 41Q: 3 clusters Score -3588624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3588622.500000 Penalty: 995.521667
	Iteration 42Q: 3 clusters Score -3588622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3588623.750000 Penalty: 995.521667
	Iteration 43Q: 3 clusters Score -3588624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3588625.750000 Penalty: 995.521667
	Iteration 44Q: 3 clusters Score -3588626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3588629.000000 Penalty: 995.521667
	Iteration 45Q: 3 clusters Score -3588629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3588639.500000 Penalty: 995.521667
	Iteration 46Q: 3 clusters Score -3588640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3588636.250000 Penalty: 995.521667
	Iteration 47Q: 3 clusters Score -3588636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3588638.750000 Penalty: 995.521667
	Iteration 48Q: 3 clusters Score -3588639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3588639.000000 Penalty: 995.521667
	Iteration 49Q: 3 clusters Score -3588639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3588639.500000 Penalty: 995.521667
	Iteration 50Q: 3 clusters Score -3588640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3588639.000000 Penalty: 995.521667
	Iteration 51Q: 3 clusters Score -3588639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3588639.000000 Penalty: 995.521667
	Iteration 52F: 3 clusters Score -3588639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -109105.070312 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -109105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -107827.390625 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -107827.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -108205.671875 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -108205.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -108265.843750 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -108265.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -108328.648438 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -108328.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108406.585938 Penalty: 677.692322
	Iteration 4F: 3 clusters Score -108406.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108485.460938 Penalty: 677.692322
	Iteration 5F: 3 clusters Score -108485.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108570.125000 Penalty: 677.692322
	Iteration 6F: 3 clusters Score -108570.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108647.710938 Penalty: 677.692322
	Iteration 7F: 3 clusters Score -108647.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108705.992188 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -108706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -108749.257812 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -108749.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -108775.757812 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -108775.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -108799.921875 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -108799.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -108817.070312 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -108817.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -108832.812500 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -108832.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -108855.421875 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -108855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -108862.078125 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -108862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -108867.031250 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -108867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -108869.734375 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -108869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -108871.890625 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -108871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -108874.125000 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -108874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108875.031250 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -108875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -108875.156250 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -108875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -108875.156250 Penalty: 677.692322
	Iteration 22F: 3 clusters Score -108875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -708644.062500 Penalty: 424.283813
	Iteration 0F: 2 clusters Score -708644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -701214.500000 Penalty: 848.567627
	Iteration 0F: 3 clusters Score -701214.5 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -704379.937500 Penalty: 848.567627
	Iteration 1F: 3 clusters Score -704379.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -704687.500000 Penalty: 848.567627
	Iteration 2F: 3 clusters Score -704687.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -705044.750000 Penalty: 848.567627
	Iteration 3F: 3 clusters Score -705044.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -705477.250000 Penalty: 848.567627
	Iteration 4F: 3 clusters Score -705477.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -705983.937500 Penalty: 848.567627
	Iteration 5F: 3 clusters Score -705983.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -706502.812500 Penalty: 848.567627
	Iteration 6F: 3 clusters Score -706502.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -707000.562500 Penalty: 848.567627
	Iteration 7Q: 3 clusters Score -707000.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -707318.000000 Penalty: 848.567627
	Iteration 8Q: 3 clusters Score -707318 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -707506.500000 Penalty: 848.567627
	Iteration 9Q: 3 clusters Score -707506.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -707623.062500 Penalty: 848.567627
	Iteration 10Q: 3 clusters Score -707623.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -707700.687500 Penalty: 848.567627
	Iteration 11Q: 3 clusters Score -707700.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -707756.312500 Penalty: 848.567627
	Iteration 12Q: 3 clusters Score -707756.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -707811.062500 Penalty: 848.567627
	Iteration 13Q: 3 clusters Score -707811.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -707849.062500 Penalty: 848.567627
	Iteration 14Q: 3 clusters Score -707849.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -707889.937500 Penalty: 848.567627
	Iteration 15Q: 3 clusters Score -707889.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -707936.125000 Penalty: 848.567627
	Iteration 16Q: 3 clusters Score -707936.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -707974.250000 Penalty: 848.567627
	Iteration 17Q: 3 clusters Score -707974.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -708001.750000 Penalty: 848.567627
	Iteration 18Q: 3 clusters Score -708001.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -708024.062500 Penalty: 848.567627
	Iteration 19Q: 3 clusters Score -708024.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -708043.375000 Penalty: 848.567627
	Iteration 20F: 3 clusters Score -708043.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -708063.875000 Penalty: 848.567627
	Iteration 21Q: 3 clusters Score -708063.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -708087.187500 Penalty: 848.567627
	Iteration 22Q: 3 clusters Score -708087.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -708101.000000 Penalty: 848.567627
	Iteration 23Q: 3 clusters Score -708101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -708110.250000 Penalty: 848.567627
	Iteration 24Q: 3 clusters Score -708110.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -708117.062500 Penalty: 848.567627
	Iteration 25Q: 3 clusters Score -708117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -708129.125000 Penalty: 848.567627
	Iteration 26Q: 3 clusters Score -708129.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -708141.312500 Penalty: 848.567627
	Iteration 27Q: 3 clusters Score -708141.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -708154.562500 Penalty: 848.567627
	Iteration 28Q: 3 clusters Score -708154.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -708170.687500 Penalty: 848.567627
	Iteration 29Q: 3 clusters Score -708170.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -708188.375000 Penalty: 848.567627
	Iteration 30Q: 3 clusters Score -708188.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -708201.375000 Penalty: 848.567627
	Iteration 31Q: 3 clusters Score -708201.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -708212.187500 Penalty: 848.567627
	Iteration 32Q: 3 clusters Score -708212.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -708218.062500 Penalty: 848.567627
	Iteration 33Q: 3 clusters Score -708218.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -708231.062500 Penalty: 848.567627
	Iteration 34Q: 3 clusters Score -708231.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -708244.937500 Penalty: 848.567627
	Iteration 35Q: 3 clusters Score -708244.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -708251.812500 Penalty: 848.567627
	Iteration 36Q: 3 clusters Score -708251.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -708259.500000 Penalty: 848.567627
	Iteration 37Q: 3 clusters Score -708259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -708265.000000 Penalty: 848.567627
	Iteration 38Q: 3 clusters Score -708265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -708268.687500 Penalty: 848.567627
	Iteration 39Q: 3 clusters Score -708268.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -708271.812500 Penalty: 848.567627
	Iteration 40F: 3 clusters Score -708271.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -708280.000000 Penalty: 848.567627
	Iteration 41Q: 3 clusters Score -708280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -708286.500000 Penalty: 848.567627
	Iteration 42Q: 3 clusters Score -708286.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -708290.250000 Penalty: 848.567627
	Iteration 43Q: 3 clusters Score -708290.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -708294.000000 Penalty: 848.567627
	Iteration 44Q: 3 clusters Score -708294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -708299.562500 Penalty: 848.567627
	Iteration 45Q: 3 clusters Score -708299.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -708304.687500 Penalty: 848.567627
	Iteration 46Q: 3 clusters Score -708304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -708307.062500 Penalty: 848.567627
	Iteration 47Q: 3 clusters Score -708307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -708309.000000 Penalty: 848.567627
	Iteration 48Q: 3 clusters Score -708309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -708310.062500 Penalty: 848.567627
	Iteration 49Q: 3 clusters Score -708310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -708309.812500 Penalty: 848.567627
	Iteration 50Q: 3 clusters Score -708309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -708311.000000 Penalty: 848.567627
	Iteration 51Q: 3 clusters Score -708311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -708314.062500 Penalty: 848.567627
	Iteration 52Q: 3 clusters Score -708314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -708314.687500 Penalty: 848.567627
	Iteration 53Q: 3 clusters Score -708314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -708317.187500 Penalty: 848.567627
	Iteration 54Q: 3 clusters Score -708317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -708320.750000 Penalty: 848.567627
	Iteration 55Q: 3 clusters Score -708320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -708321.750000 Penalty: 848.567627
	Iteration 56Q: 3 clusters Score -708321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -708322.187500 Penalty: 848.567627
	Iteration 57Q: 3 clusters Score -708322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -708322.437500 Penalty: 848.567627
	Iteration 58Q: 3 clusters Score -708322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -708322.562500 Penalty: 848.567627
	Iteration 59Q: 3 clusters Score -708322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -708321.937500 Penalty: 848.567627
	Iteration 60F: 3 clusters Score -708321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -708322.250000 Penalty: 848.567627
	Iteration 61Q: 3 clusters Score -708322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -708322.875000 Penalty: 848.567627
	Iteration 62Q: 3 clusters Score -708322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -708322.812500 Penalty: 848.567627
	Iteration 63Q: 3 clusters Score -708322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -708323.687500 Penalty: 848.567627
	Iteration 64Q: 3 clusters Score -708323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -708325.250000 Penalty: 848.567627
	Iteration 65Q: 3 clusters Score -708325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -708324.812500 Penalty: 848.567627
	Iteration 66Q: 3 clusters Score -708324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -708326.625000 Penalty: 848.567627
	Iteration 67Q: 3 clusters Score -708326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -708326.875000 Penalty: 848.567627
	Iteration 68Q: 3 clusters Score -708326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -708327.375000 Penalty: 848.567627
	Iteration 69Q: 3 clusters Score -708327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -708327.312500 Penalty: 848.567627
	Iteration 70Q: 3 clusters Score -708327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -708327.062500 Penalty: 848.567627
	Iteration 71Q: 3 clusters Score -708327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -708325.812500 Penalty: 848.567627
	Iteration 72Q: 3 clusters Score -708325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -708327.187500 Penalty: 848.567627
	Iteration 73Q: 3 clusters Score -708327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -708327.375000 Penalty: 848.567627
	Iteration 74Q: 3 clusters Score -708327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -708327.625000 Penalty: 848.567627
	Iteration 75Q: 3 clusters Score -708327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -708328.312500 Penalty: 848.567627
	Iteration 76Q: 3 clusters Score -708328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -708328.312500 Penalty: 848.567627
	Iteration 77Q: 3 clusters Score -708328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -708328.187500 Penalty: 848.567627
	Iteration 78Q: 3 clusters Score -708328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -708327.625000 Penalty: 848.567627
	Iteration 79Q: 3 clusters Score -708327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -708327.375000 Penalty: 848.567627
	Iteration 80F: 3 clusters Score -708327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -708328.687500 Penalty: 848.567627
	Iteration 81Q: 3 clusters Score -708328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -708328.187500 Penalty: 848.567627
	Iteration 82Q: 3 clusters Score -708328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -708328.187500 Penalty: 848.567627
	Iteration 83F: 3 clusters Score -708328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4472.167969 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4472.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4287.767578 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4287.768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4357.329590 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4357.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4410.969727 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4410.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4462.603516 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4462.604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4481.127930 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4481.128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4482.588867 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -4482.589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4482.588867 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -4482.589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78051 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 43762 members 
Mstep: Class 12 contains 42621 members 
Mstep: Class 13 contains 41270 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 28579 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 56376 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11214 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 54860 members 
Mstep: Class 28 contains 89328 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47452 members 
Mstep: Class 31 contains 18775 members 
Mstep: Class 32 contains 51 members 
Entering Unmasked Estep 
Score: -42235372.000000 Penalty: 19589.250000
Splitting cluster 24 changes total score from -42235656.000000 to -42235372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -47838.035156 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -47838.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47132.039062 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -47132.04 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47384.246094 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -47384.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47502.074219 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -47502.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47588.683594 Penalty: 612.522644
	Iteration 3F: 3 clusters Score -47588.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47649.464844 Penalty: 612.522644
	Iteration 4F: 3 clusters Score -47649.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47688.839844 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -47688.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47717.722656 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -47717.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47729.433594 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -47729.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47736.433594 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -47736.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47739.589844 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -47739.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47741.035156 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -47741.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47742.191406 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -47742.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47742.628906 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -47742.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47742.628906 Penalty: 612.522644
	Iteration 13F: 3 clusters Score -47742.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -189363.312500 Penalty: 362.841248
	Iteration 0F: 2 clusters Score -189363.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187353.296875 Penalty: 725.682495
	Iteration 0F: 3 clusters Score -187353.3 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -188013.312500 Penalty: 725.682495
	Iteration 1F: 3 clusters Score -188013.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -188127.609375 Penalty: 725.682495
	Iteration 2F: 3 clusters Score -188127.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -188229.625000 Penalty: 725.682495
	Iteration 3F: 3 clusters Score -188229.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -188335.390625 Penalty: 725.682495
	Iteration 4F: 3 clusters Score -188335.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -188430.500000 Penalty: 725.682495
	Iteration 5F: 3 clusters Score -188430.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -188532.765625 Penalty: 725.682495
	Iteration 6F: 3 clusters Score -188532.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -188653.812500 Penalty: 725.682495
	Iteration 7Q: 3 clusters Score -188653.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -188777.734375 Penalty: 725.682495
	Iteration 8Q: 3 clusters Score -188777.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -188871.437500 Penalty: 725.682495
	Iteration 9Q: 3 clusters Score -188871.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -188958.031250 Penalty: 725.682495
	Iteration 10Q: 3 clusters Score -188958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -189033.937500 Penalty: 725.682495
	Iteration 11Q: 3 clusters Score -189033.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -189098.312500 Penalty: 725.682495
	Iteration 12Q: 3 clusters Score -189098.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -189172.953125 Penalty: 725.682495
	Iteration 13Q: 3 clusters Score -189173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -189216.343750 Penalty: 725.682495
	Iteration 14Q: 3 clusters Score -189216.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -189230.468750 Penalty: 725.682495
	Iteration 15Q: 3 clusters Score -189230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -189238.593750 Penalty: 725.682495
	Iteration 16Q: 3 clusters Score -189238.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -189245.203125 Penalty: 725.682495
	Iteration 17Q: 3 clusters Score -189245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -189248.781250 Penalty: 725.682495
	Iteration 18Q: 3 clusters Score -189248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -189254.250000 Penalty: 725.682495
	Iteration 19Q: 3 clusters Score -189254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -189260.593750 Penalty: 725.682495
	Iteration 20F: 3 clusters Score -189260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -189265.515625 Penalty: 725.682495
	Iteration 21Q: 3 clusters Score -189265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -189266.781250 Penalty: 725.682495
	Iteration 22Q: 3 clusters Score -189266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -189266.781250 Penalty: 725.682495
	Iteration 23F: 3 clusters Score -189266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Entering Unmasked Estep 
Score: -3447767.000000 Penalty: 496.520538
	Iteration 0F: 2 clusters Score -3447767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3410731.000000 Penalty: 993.041077
	Iteration 0F: 3 clusters Score -3410731 nChanged 26683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3427140.500000 Penalty: 993.041077
	Iteration 1F: 3 clusters Score -3427140 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3427976.000000 Penalty: 993.041077
	Iteration 2Q: 3 clusters Score -3427976 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3429346.000000 Penalty: 993.041077
	Iteration 3Q: 3 clusters Score -3429346 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3431497.250000 Penalty: 993.041077
	Iteration 4F: 3 clusters Score -3431497 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3434663.750000 Penalty: 993.041077
	Iteration 5F: 3 clusters Score -3434664 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -3438110.250000 Penalty: 993.041077
	Iteration 6F: 3 clusters Score -3438110 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -3440726.000000 Penalty: 993.041077
	Iteration 7F: 3 clusters Score -3440726 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3442315.000000 Penalty: 993.041077
	Iteration 8Q: 3 clusters Score -3442315 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -3443548.500000 Penalty: 993.041077
	Iteration 9Q: 3 clusters Score -3443548 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3444613.750000 Penalty: 993.041077
	Iteration 10Q: 3 clusters Score -3444614 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -3445549.500000 Penalty: 993.041077
	Iteration 11Q: 3 clusters Score -3445550 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -3446212.500000 Penalty: 993.041077
	Iteration 12Q: 3 clusters Score -3446212 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -3446633.500000 Penalty: 993.041077
	Iteration 13Q: 3 clusters Score -3446634 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -3446905.500000 Penalty: 993.041077
	Iteration 14Q: 3 clusters Score -3446906 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3447034.250000 Penalty: 993.041077
	Iteration 15Q: 3 clusters Score -3447034 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -3447100.750000 Penalty: 993.041077
	Iteration 16Q: 3 clusters Score -3447101 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -3447129.000000 Penalty: 993.041077
	Iteration 17Q: 3 clusters Score -3447129 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -3447136.500000 Penalty: 993.041077
	Iteration 18Q: 3 clusters Score -3447136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -3447153.250000 Penalty: 993.041077
	Iteration 19Q: 3 clusters Score -3447153 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -3447168.500000 Penalty: 993.041077
	Iteration 20F: 3 clusters Score -3447168 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -3447171.750000 Penalty: 993.041077
	Iteration 21Q: 3 clusters Score -3447172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -3447169.500000 Penalty: 993.041077
	Iteration 22Q: 3 clusters Score -3447170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -3447178.250000 Penalty: 993.041077
	Iteration 23Q: 3 clusters Score -3447178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -3447170.250000 Penalty: 993.041077
	Iteration 24Q: 3 clusters Score -3447170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -3447174.500000 Penalty: 993.041077
	Iteration 25Q: 3 clusters Score -3447174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3447173.750000 Penalty: 993.041077
	Iteration 26Q: 3 clusters Score -3447174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -3447179.500000 Penalty: 993.041077
	Iteration 27Q: 3 clusters Score -3447180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -3447191.000000 Penalty: 993.041077
	Iteration 28Q: 3 clusters Score -3447191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -3447195.500000 Penalty: 993.041077
	Iteration 29Q: 3 clusters Score -3447196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -3447199.750000 Penalty: 993.041077
	Iteration 30Q: 3 clusters Score -3447200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -3447199.500000 Penalty: 993.041077
	Iteration 31Q: 3 clusters Score -3447200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -3447203.250000 Penalty: 993.041077
	Iteration 32Q: 3 clusters Score -3447203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -3447203.750000 Penalty: 993.041077
	Iteration 33Q: 3 clusters Score -3447204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -3447204.500000 Penalty: 993.041077
	Iteration 34Q: 3 clusters Score -3447204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -3447210.750000 Penalty: 993.041077
	Iteration 35Q: 3 clusters Score -3447211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -3447207.250000 Penalty: 993.041077
	Iteration 36Q: 3 clusters Score -3447207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -3447197.500000 Penalty: 993.041077
	Iteration 37Q: 3 clusters Score -3447198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -3447204.000000 Penalty: 993.041077
	Iteration 38Q: 3 clusters Score -3447204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -3447202.000000 Penalty: 993.041077
	Iteration 39Q: 3 clusters Score -3447202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -3447201.750000 Penalty: 993.041077
	Iteration 40F: 3 clusters Score -3447202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -3447204.500000 Penalty: 993.041077
	Iteration 41Q: 3 clusters Score -3447204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -3447210.750000 Penalty: 993.041077
	Iteration 42Q: 3 clusters Score -3447211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -3447209.250000 Penalty: 993.041077
	Iteration 43Q: 3 clusters Score -3447209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -3447211.250000 Penalty: 993.041077
	Iteration 44Q: 3 clusters Score -3447211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -3447206.500000 Penalty: 993.041077
	Iteration 45Q: 3 clusters Score -3447206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -3447209.500000 Penalty: 993.041077
	Iteration 46Q: 3 clusters Score -3447210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -3447211.250000 Penalty: 993.041077
	Iteration 47Q: 3 clusters Score -3447211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -3447213.250000 Penalty: 993.041077
	Iteration 48Q: 3 clusters Score -3447213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -3447204.750000 Penalty: 993.041077
	Iteration 49Q: 3 clusters Score -3447205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -3447204.000000 Penalty: 993.041077
	Iteration 50Q: 3 clusters Score -3447204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -3447204.000000 Penalty: 993.041077
	Iteration 51Q: 3 clusters Score -3447204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -3447204.750000 Penalty: 993.041077
	Iteration 52Q: 3 clusters Score -3447205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -3447205.500000 Penalty: 993.041077
	Iteration 53Q: 3 clusters Score -3447206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -3447205.750000 Penalty: 993.041077
	Iteration 54Q: 3 clusters Score -3447206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -3447206.250000 Penalty: 993.041077
	Iteration 55Q: 3 clusters Score -3447206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3447205.250000 Penalty: 993.041077
	Iteration 56Q: 3 clusters Score -3447205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3447205.250000 Penalty: 993.041077
	Iteration 57F: 3 clusters Score -3447205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (89328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Entering Unmasked Estep 
Score: -5554751.500000 Penalty: 518.703186
	Iteration 0F: 2 clusters Score -5554752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -5502912.000000 Penalty: 1037.406372
	Iteration 0F: 3 clusters Score -5502912 nChanged 43445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5530114.000000 Penalty: 1037.406372
	Iteration 1F: 3 clusters Score -5530114 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5531257.500000 Penalty: 1037.406372
	Iteration 2Q: 3 clusters Score -5531258 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5533077.000000 Penalty: 1037.406372
	Iteration 3Q: 3 clusters Score -5533077 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5535953.500000 Penalty: 1037.406372
	Iteration 4F: 3 clusters Score -5535954 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5540152.000000 Penalty: 1037.406372
	Iteration 5F: 3 clusters Score -5540152 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5544637.500000 Penalty: 1037.406372
	Iteration 6F: 3 clusters Score -5544638 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5547336.000000 Penalty: 1037.406372
	Iteration 7F: 3 clusters Score -5547336 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5548288.500000 Penalty: 1037.406372
	Iteration 8Q: 3 clusters Score -5548288 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -5548645.500000 Penalty: 1037.406372
	Iteration 9Q: 3 clusters Score -5548646 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5548940.000000 Penalty: 1037.406372
	Iteration 10Q: 3 clusters Score -5548940 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5549281.000000 Penalty: 1037.406372
	Iteration 11Q: 3 clusters Score -5549281 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5549678.500000 Penalty: 1037.406372
	Iteration 12Q: 3 clusters Score -5549678 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -5550140.000000 Penalty: 1037.406372
	Iteration 13Q: 3 clusters Score -5550140 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5550670.500000 Penalty: 1037.406372
	Iteration 14Q: 3 clusters Score -5550670 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5551234.500000 Penalty: 1037.406372
	Iteration 15Q: 3 clusters Score -5551234 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -5551819.000000 Penalty: 1037.406372
	Iteration 16Q: 3 clusters Score -5551819 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -5552506.000000 Penalty: 1037.406372
	Iteration 17Q: 3 clusters Score -5552506 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -5553138.000000 Penalty: 1037.406372
	Iteration 18Q: 3 clusters Score -5553138 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -5553740.000000 Penalty: 1037.406372
	Iteration 19Q: 3 clusters Score -5553740 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -5554351.500000 Penalty: 1037.406372
	Iteration 20F: 3 clusters Score -5554352 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5554912.000000 Penalty: 1037.406372
	Iteration 21Q: 3 clusters Score -5554912 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -5555419.500000 Penalty: 1037.406372
	Iteration 22Q: 3 clusters Score -5555420 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5555749.000000 Penalty: 1037.406372
	Iteration 23Q: 3 clusters Score -5555749 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -5556116.500000 Penalty: 1037.406372
	Iteration 24Q: 3 clusters Score -5556116 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5556434.500000 Penalty: 1037.406372
	Iteration 25Q: 3 clusters Score -5556434 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5556674.000000 Penalty: 1037.406372
	Iteration 26Q: 3 clusters Score -5556674 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5556909.500000 Penalty: 1037.406372
	Iteration 27Q: 3 clusters Score -5556910 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5557152.000000 Penalty: 1037.406372
	Iteration 28Q: 3 clusters Score -5557152 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5557388.000000 Penalty: 1037.406372
	Iteration 29Q: 3 clusters Score -5557388 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5557577.500000 Penalty: 1037.406372
	Iteration 30Q: 3 clusters Score -5557578 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5557719.000000 Penalty: 1037.406372
	Iteration 31Q: 3 clusters Score -5557719 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5557898.000000 Penalty: 1037.406372
	Iteration 32Q: 3 clusters Score -5557898 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -5558051.500000 Penalty: 1037.406372
	Iteration 33Q: 3 clusters Score -5558052 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5558235.500000 Penalty: 1037.406372
	Iteration 34Q: 3 clusters Score -5558236 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5558519.000000 Penalty: 1037.406372
	Iteration 35Q: 3 clusters Score -5558519 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -5558861.500000 Penalty: 1037.406372
	Iteration 36Q: 3 clusters Score -5558862 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5559085.000000 Penalty: 1037.406372
	Iteration 37Q: 3 clusters Score -5559085 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -5559301.000000 Penalty: 1037.406372
	Iteration 38Q: 3 clusters Score -5559301 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5559311.500000 Penalty: 1037.406372
	Iteration 39Q: 3 clusters Score -5559312 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5559270.000000 Penalty: 1037.406372
	Iteration 40F: 3 clusters Score -5559270 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -5559015.500000 Penalty: 1037.406372
	Iteration 41Q: 3 clusters Score -5559016 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -5558775.000000 Penalty: 1037.406372
	Iteration 42Q: 3 clusters Score -5558775 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -5558478.500000 Penalty: 1037.406372
	Iteration 43Q: 3 clusters Score -5558478 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -5557998.500000 Penalty: 1037.406372
	Iteration 44Q: 3 clusters Score -5557998 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -5557686.000000 Penalty: 1037.406372
	Iteration 45Q: 3 clusters Score -5557686 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -5557325.000000 Penalty: 1037.406372
	Iteration 46Q: 3 clusters Score -5557325 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5556956.500000 Penalty: 1037.406372
	Iteration 47Q: 3 clusters Score -5556956 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5556704.500000 Penalty: 1037.406372
	Iteration 48Q: 3 clusters Score -5556704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5556454.000000 Penalty: 1037.406372
	Iteration 49Q: 3 clusters Score -5556454 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5556272.500000 Penalty: 1037.406372
	Iteration 50Q: 3 clusters Score -5556272 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5556060.500000 Penalty: 1037.406372
	Iteration 51Q: 3 clusters Score -5556060 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5555951.500000 Penalty: 1037.406372
	Iteration 52Q: 3 clusters Score -5555952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5555967.000000 Penalty: 1037.406372
	Iteration 53Q: 3 clusters Score -5555967 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5555825.000000 Penalty: 1037.406372
	Iteration 54Q: 3 clusters Score -5555825 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5555665.000000 Penalty: 1037.406372
	Iteration 55Q: 3 clusters Score -5555665 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5555524.000000 Penalty: 1037.406372
	Iteration 56Q: 3 clusters Score -5555524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5555389.000000 Penalty: 1037.406372
	Iteration 57Q: 3 clusters Score -5555389 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5555312.000000 Penalty: 1037.406372
	Iteration 58Q: 3 clusters Score -5555312 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5555239.000000 Penalty: 1037.406372
	Iteration 59Q: 3 clusters Score -5555239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5555135.500000 Penalty: 1037.406372
	Iteration 60F: 3 clusters Score -5555136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5555088.500000 Penalty: 1037.406372
	Iteration 61Q: 3 clusters Score -5555088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5555033.500000 Penalty: 1037.406372
	Iteration 62Q: 3 clusters Score -5555034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5554997.500000 Penalty: 1037.406372
	Iteration 63Q: 3 clusters Score -5554998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5554935.000000 Penalty: 1037.406372
	Iteration 64Q: 3 clusters Score -5554935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5554855.000000 Penalty: 1037.406372
	Iteration 65Q: 3 clusters Score -5554855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5554840.500000 Penalty: 1037.406372
	Iteration 66Q: 3 clusters Score -5554840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5554801.000000 Penalty: 1037.406372
	Iteration 67Q: 3 clusters Score -5554801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5554768.000000 Penalty: 1037.406372
	Iteration 68Q: 3 clusters Score -5554768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5554754.000000 Penalty: 1037.406372
	Iteration 69Q: 3 clusters Score -5554754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5554752.000000 Penalty: 1037.406372
	Iteration 70Q: 3 clusters Score -5554752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5554732.500000 Penalty: 1037.406372
	Iteration 71Q: 3 clusters Score -5554732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5554712.500000 Penalty: 1037.406372
	Iteration 72Q: 3 clusters Score -5554712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5554707.000000 Penalty: 1037.406372
	Iteration 73Q: 3 clusters Score -5554707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5554685.500000 Penalty: 1037.406372
	Iteration 74Q: 3 clusters Score -5554686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5554679.500000 Penalty: 1037.406372
	Iteration 75Q: 3 clusters Score -5554680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5554669.500000 Penalty: 1037.406372
	Iteration 76Q: 3 clusters Score -5554670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5554671.500000 Penalty: 1037.406372
	Iteration 77Q: 3 clusters Score -5554672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5554675.000000 Penalty: 1037.406372
	Iteration 78Q: 3 clusters Score -5554675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5554673.500000 Penalty: 1037.406372
	Iteration 79Q: 3 clusters Score -5554674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5554675.500000 Penalty: 1037.406372
	Iteration 80F: 3 clusters Score -5554676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5554679.500000 Penalty: 1037.406372
	Iteration 81Q: 3 clusters Score -5554680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5554677.500000 Penalty: 1037.406372
	Iteration 82Q: 3 clusters Score -5554678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5554679.000000 Penalty: 1037.406372
	Iteration 83Q: 3 clusters Score -5554679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5554681.000000 Penalty: 1037.406372
	Iteration 84Q: 3 clusters Score -5554681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5554676.500000 Penalty: 1037.406372
	Iteration 85Q: 3 clusters Score -5554676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5554667.500000 Penalty: 1037.406372
	Iteration 86Q: 3 clusters Score -5554668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5554667.000000 Penalty: 1037.406372
	Iteration 87Q: 3 clusters Score -5554667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5554675.000000 Penalty: 1037.406372
	Iteration 88Q: 3 clusters Score -5554675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5554669.000000 Penalty: 1037.406372
	Iteration 89Q: 3 clusters Score -5554669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5554664.000000 Penalty: 1037.406372
	Iteration 90Q: 3 clusters Score -5554664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5554668.500000 Penalty: 1037.406372
	Iteration 91Q: 3 clusters Score -5554668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5554661.000000 Penalty: 1037.406372
	Iteration 92Q: 3 clusters Score -5554661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5554661.000000 Penalty: 1037.406372
	Iteration 93F: 3 clusters Score -5554661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Entering Unmasked Estep 
Score: -2861823.750000 Penalty: 486.310455
	Iteration 0F: 2 clusters Score -2861824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2833375.000000 Penalty: 972.620911
	Iteration 0F: 3 clusters Score -2833375 nChanged 21220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2846129.250000 Penalty: 972.620911
	Iteration 1F: 3 clusters Score -2846129 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2846630.250000 Penalty: 972.620911
	Iteration 2Q: 3 clusters Score -2846630 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2847341.000000 Penalty: 972.620911
	Iteration 3Q: 3 clusters Score -2847341 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2848650.250000 Penalty: 972.620911
	Iteration 4F: 3 clusters Score -2848650 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2850796.750000 Penalty: 972.620911
	Iteration 5F: 3 clusters Score -2850797 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2853752.500000 Penalty: 972.620911
	Iteration 6F: 3 clusters Score -2853752 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2857201.750000 Penalty: 972.620911
	Iteration 7F: 3 clusters Score -2857202 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2859917.500000 Penalty: 972.620911
	Iteration 8F: 3 clusters Score -2859918 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2860979.500000 Penalty: 972.620911
	Iteration 9Q: 3 clusters Score -2860980 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2861295.750000 Penalty: 972.620911
	Iteration 10Q: 3 clusters Score -2861296 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2861376.250000 Penalty: 972.620911
	Iteration 11Q: 3 clusters Score -2861376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2861394.500000 Penalty: 972.620911
	Iteration 12Q: 3 clusters Score -2861394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2861395.750000 Penalty: 972.620911
	Iteration 13Q: 3 clusters Score -2861396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2861396.000000 Penalty: 972.620911
	Iteration 14Q: 3 clusters Score -2861396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2861399.750000 Penalty: 972.620911
	Iteration 15Q: 3 clusters Score -2861400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2861407.250000 Penalty: 972.620911
	Iteration 16Q: 3 clusters Score -2861407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2861413.000000 Penalty: 972.620911
	Iteration 17Q: 3 clusters Score -2861413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2861420.250000 Penalty: 972.620911
	Iteration 18Q: 3 clusters Score -2861420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2861423.500000 Penalty: 972.620911
	Iteration 19Q: 3 clusters Score -2861424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2861424.500000 Penalty: 972.620911
	Iteration 20F: 3 clusters Score -2861424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2861426.500000 Penalty: 972.620911
	Iteration 21Q: 3 clusters Score -2861426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2861426.500000 Penalty: 972.620911
	Iteration 22F: 3 clusters Score -2861426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Entering Unmasked Estep 
Score: -3064408.750000 Penalty: 489.920074
	Iteration 0F: 2 clusters Score -3064409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3032719.750000 Penalty: 979.840149
	Iteration 0F: 3 clusters Score -3032720 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3046978.000000 Penalty: 979.840149
	Iteration 1F: 3 clusters Score -3046978 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3048304.500000 Penalty: 979.840149
	Iteration 2F: 3 clusters Score -3048304 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3050079.500000 Penalty: 979.840149
	Iteration 3F: 3 clusters Score -3050080 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3052341.500000 Penalty: 979.840149
	Iteration 4F: 3 clusters Score -3052342 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3054893.750000 Penalty: 979.840149
	Iteration 5F: 3 clusters Score -3054894 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3057073.750000 Penalty: 979.840149
	Iteration 6F: 3 clusters Score -3057074 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3058328.750000 Penalty: 979.840149
	Iteration 7Q: 3 clusters Score -3058329 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3058941.250000 Penalty: 979.840149
	Iteration 8Q: 3 clusters Score -3058941 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3059298.250000 Penalty: 979.840149
	Iteration 9Q: 3 clusters Score -3059298 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3059560.750000 Penalty: 979.840149
	Iteration 10Q: 3 clusters Score -3059561 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3059865.250000 Penalty: 979.840149
	Iteration 11Q: 3 clusters Score -3059865 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3060190.750000 Penalty: 979.840149
	Iteration 12Q: 3 clusters Score -3060191 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3060524.500000 Penalty: 979.840149
	Iteration 13Q: 3 clusters Score -3060524 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3060861.000000 Penalty: 979.840149
	Iteration 14Q: 3 clusters Score -3060861 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3061115.750000 Penalty: 979.840149
	Iteration 15Q: 3 clusters Score -3061116 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3061322.500000 Penalty: 979.840149
	Iteration 16Q: 3 clusters Score -3061322 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3061469.750000 Penalty: 979.840149
	Iteration 17Q: 3 clusters Score -3061470 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3061644.500000 Penalty: 979.840149
	Iteration 18Q: 3 clusters Score -3061644 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3061723.250000 Penalty: 979.840149
	Iteration 19Q: 3 clusters Score -3061723 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3061782.500000 Penalty: 979.840149
	Iteration 20F: 3 clusters Score -3061782 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3061821.000000 Penalty: 979.840149
	Iteration 21Q: 3 clusters Score -3061821 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3061874.000000 Penalty: 979.840149
	Iteration 22Q: 3 clusters Score -3061874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3061899.500000 Penalty: 979.840149
	Iteration 23Q: 3 clusters Score -3061900 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3061945.000000 Penalty: 979.840149
	Iteration 24Q: 3 clusters Score -3061945 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3061954.250000 Penalty: 979.840149
	Iteration 25Q: 3 clusters Score -3061954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3061970.500000 Penalty: 979.840149
	Iteration 26Q: 3 clusters Score -3061970 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3061994.500000 Penalty: 979.840149
	Iteration 27Q: 3 clusters Score -3061994 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3062041.000000 Penalty: 979.840149
	Iteration 28Q: 3 clusters Score -3062041 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3062074.750000 Penalty: 979.840149
	Iteration 29Q: 3 clusters Score -3062075 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3062071.250000 Penalty: 979.840149
	Iteration 30Q: 3 clusters Score -3062071 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3062087.000000 Penalty: 979.840149
	Iteration 31Q: 3 clusters Score -3062087 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3062109.250000 Penalty: 979.840149
	Iteration 32Q: 3 clusters Score -3062109 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3062123.250000 Penalty: 979.840149
	Iteration 33Q: 3 clusters Score -3062123 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3062132.500000 Penalty: 979.840149
	Iteration 34Q: 3 clusters Score -3062132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3062143.750000 Penalty: 979.840149
	Iteration 35Q: 3 clusters Score -3062144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3062147.250000 Penalty: 979.840149
	Iteration 36Q: 3 clusters Score -3062147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3062141.250000 Penalty: 979.840149
	Iteration 37Q: 3 clusters Score -3062141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3062151.250000 Penalty: 979.840149
	Iteration 38Q: 3 clusters Score -3062151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3062149.750000 Penalty: 979.840149
	Iteration 39Q: 3 clusters Score -3062150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3062166.250000 Penalty: 979.840149
	Iteration 40F: 3 clusters Score -3062166 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3062151.750000 Penalty: 979.840149
	Iteration 41Q: 3 clusters Score -3062152 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3062144.000000 Penalty: 979.840149
	Iteration 42Q: 3 clusters Score -3062144 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -3062164.250000 Penalty: 979.840149
	Iteration 43Q: 3 clusters Score -3062164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3062160.500000 Penalty: 979.840149
	Iteration 44Q: 3 clusters Score -3062160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3062171.500000 Penalty: 979.840149
	Iteration 45Q: 3 clusters Score -3062172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3062156.500000 Penalty: 979.840149
	Iteration 46Q: 3 clusters Score -3062156 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3062147.000000 Penalty: 979.840149
	Iteration 47Q: 3 clusters Score -3062147 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3062150.250000 Penalty: 979.840149
	Iteration 48Q: 3 clusters Score -3062150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3062143.500000 Penalty: 979.840149
	Iteration 49Q: 3 clusters Score -3062144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3062135.250000 Penalty: 979.840149
	Iteration 50Q: 3 clusters Score -3062135 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3062138.250000 Penalty: 979.840149
	Iteration 51Q: 3 clusters Score -3062138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3062155.750000 Penalty: 979.840149
	Iteration 52Q: 3 clusters Score -3062156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3062163.750000 Penalty: 979.840149
	Iteration 53Q: 3 clusters Score -3062164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3062174.500000 Penalty: 979.840149
	Iteration 54Q: 3 clusters Score -3062174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -3062172.750000 Penalty: 979.840149
	Iteration 55Q: 3 clusters Score -3062173 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3062182.250000 Penalty: 979.840149
	Iteration 56Q: 3 clusters Score -3062182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3062186.250000 Penalty: 979.840149
	Iteration 57Q: 3 clusters Score -3062186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3062181.750000 Penalty: 979.840149
	Iteration 58Q: 3 clusters Score -3062182 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -3062187.750000 Penalty: 979.840149
	Iteration 59Q: 3 clusters Score -3062188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3062185.250000 Penalty: 979.840149
	Iteration 60F: 3 clusters Score -3062185 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3062176.250000 Penalty: 979.840149
	Iteration 61Q: 3 clusters Score -3062176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3062185.250000 Penalty: 979.840149
	Iteration 62Q: 3 clusters Score -3062185 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3062182.750000 Penalty: 979.840149
	Iteration 63Q: 3 clusters Score -3062183 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3062178.000000 Penalty: 979.840149
	Iteration 64Q: 3 clusters Score -3062178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3062178.000000 Penalty: 979.840149
	Iteration 65Q: 3 clusters Score -3062178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -3062171.500000 Penalty: 979.840149
	Iteration 66Q: 3 clusters Score -3062172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3062167.750000 Penalty: 979.840149
	Iteration 67Q: 3 clusters Score -3062168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -3062165.500000 Penalty: 979.840149
	Iteration 68Q: 3 clusters Score -3062166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3062174.750000 Penalty: 979.840149
	Iteration 69Q: 3 clusters Score -3062175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3062173.000000 Penalty: 979.840149
	Iteration 70Q: 3 clusters Score -3062173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3062178.750000 Penalty: 979.840149
	Iteration 71Q: 3 clusters Score -3062179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -3062181.000000 Penalty: 979.840149
	Iteration 72Q: 3 clusters Score -3062181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -3062174.500000 Penalty: 979.840149
	Iteration 73Q: 3 clusters Score -3062174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3062165.000000 Penalty: 979.840149
	Iteration 74Q: 3 clusters Score -3062165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -3062173.500000 Penalty: 979.840149
	Iteration 75Q: 3 clusters Score -3062174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -3062158.000000 Penalty: 979.840149
	Iteration 76Q: 3 clusters Score -3062158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -3062156.500000 Penalty: 979.840149
	Iteration 77Q: 3 clusters Score -3062156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3062155.250000 Penalty: 979.840149
	Iteration 78Q: 3 clusters Score -3062155 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -3062162.250000 Penalty: 979.840149
	Iteration 79Q: 3 clusters Score -3062162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3062165.750000 Penalty: 979.840149
	Iteration 80F: 3 clusters Score -3062166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -3062174.250000 Penalty: 979.840149
	Iteration 81Q: 3 clusters Score -3062174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3062176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3062181.750000 Penalty: 979.840149
	Iteration 83Q: 3 clusters Score -3062182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -3062170.750000 Penalty: 979.840149
	Iteration 84Q: 3 clusters Score -3062171 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3062175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -3062183.000000 Penalty: 979.840149
	Iteration 86Q: 3 clusters Score -3062183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3062184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3062187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3062186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3062193.750000 Penalty: 979.840149
	Iteration 90Q: 3 clusters Score -3062194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -3062208.000000 Penalty: 979.840149
	Iteration 91Q: 3 clusters Score -3062208 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -3062215.500000 Penalty: 979.840149
	Iteration 92Q: 3 clusters Score -3062216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3062205.250000 Penalty: 979.840149
	Iteration 93Q: 3 clusters Score -3062205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3062204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3062200.500000 Penalty: 979.840149
	Iteration 95Q: 3 clusters Score -3062200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3062200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3062206.750000 Penalty: 979.840149
	Iteration 97Q: 3 clusters Score -3062207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3062202.000000 Penalty: 979.840149
	Iteration 98Q: 3 clusters Score -3062202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3062207 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -3062212.750000 Penalty: 979.840149
	Iteration 100F: 3 clusters Score -3062213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3062229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3062224.250000 Penalty: 979.840149
	Iteration 102Q: 3 clusters Score -3062224 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -3062220.500000 Penalty: 979.840149
	Iteration 103Q: 3 clusters Score -3062220 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3062220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3062218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3062224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -3062241.000000 Penalty: 979.840149
	Iteration 107Q: 3 clusters Score -3062241 nChanged 151
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3062242 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3062258 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3062263.250000 Penalty: 979.840149
	Iteration 110Q: 3 clusters Score -3062263 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3062273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3062286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3062294 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3062299 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3062318 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3062318 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3062335 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3062382 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3062418 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3062474 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3062533 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3062562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3062622 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3062685 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3062734 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3062800 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3062854 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3062903 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3062934 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3062972 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3063036 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3063108 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3063185 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3063265 nChanged 306
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3063319 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3063381 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3063446 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -3063511.000000 Penalty: 979.840149
	Iteration 138Q: 3 clusters Score -3063511 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3063560 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -3063614.500000 Penalty: 979.840149
	Iteration 140F: 3 clusters Score -3063614 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3063680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -3063710.500000 Penalty: 979.840149
	Iteration 142Q: 3 clusters Score -3063710 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -3063732.750000 Penalty: 979.840149
	Iteration 143Q: 3 clusters Score -3063733 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3063771 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3063809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -3063823.500000 Penalty: 979.840149
	Iteration 146Q: 3 clusters Score -3063824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3063848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -3063869.500000 Penalty: 979.840149
	Iteration 148Q: 3 clusters Score -3063870 nChanged 116
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Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3063889 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -3063908.250000 Penalty: 979.840149
	Iteration 150Q: 3 clusters Score -3063908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -3063927.750000 Penalty: 979.840149
	Iteration 151Q: 3 clusters Score -3063928 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3063946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -3063954.500000 Penalty: 979.840149
	Iteration 153Q: 3 clusters Score -3063954 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3063970 nChanged 39
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Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3063986 nChanged 42
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Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3064004 nChanged 39
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Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -3064025.250000 Penalty: 979.840149
	Iteration 157Q: 3 clusters Score -3064025 nChanged 31
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Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3064029 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -3064034.750000 Penalty: 979.840149
	Iteration 159Q: 3 clusters Score -3064035 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -3064033.750000 Penalty: 979.840149
	Iteration 160F: 3 clusters Score -3064034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3064035 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3064036 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -3064037.250000 Penalty: 979.840149
	Iteration 163Q: 3 clusters Score -3064037 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3064035 nChanged 7
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Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3064036 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
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Entering Unmasked Estep 
Score: -3064041.500000 Penalty: 979.840149
	Iteration 166Q: 3 clusters Score -3064042 nChanged 3
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Mstep: Class 1 contains 368 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3064042 nChanged 4
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3064043 nChanged 2
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Mstep: Class 1 contains 366 members 
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Entering Unmasked Estep 
Score: -3064043.250000 Penalty: 979.840149
	Iteration 169Q: 3 clusters Score -3064043 nChanged 2
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Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47088 members 
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	Iteration 170Q: 3 clusters Score -3064043 nChanged 2
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Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3064043 nChanged 2
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Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -3064041.250000 Penalty: 979.840149
	Iteration 172Q: 3 clusters Score -3064041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -3064042.250000 Penalty: 979.840149
	Iteration 173Q: 3 clusters Score -3064042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -3064041.500000 Penalty: 979.840149
	Iteration 174Q: 3 clusters Score -3064042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -3064042.250000 Penalty: 979.840149
	Iteration 175Q: 3 clusters Score -3064042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -3064041.250000 Penalty: 979.840149
	Iteration 176Q: 3 clusters Score -3064041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -3064042.000000 Penalty: 979.840149
	Iteration 177Q: 3 clusters Score -3064042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -3064040.500000 Penalty: 979.840149
	Iteration 178Q: 3 clusters Score -3064040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -3064040.250000 Penalty: 979.840149
	Iteration 179Q: 3 clusters Score -3064040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -3064040.000000 Penalty: 979.840149
	Iteration 180F: 3 clusters Score -3064040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Entering Unmasked Estep 
Score: -1229232.375000 Penalty: 447.732819
	Iteration 0F: 2 clusters Score -1229232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1216685.500000 Penalty: 895.465637
	Iteration 0F: 3 clusters Score -1216686 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1221881.875000 Penalty: 895.465637
	Iteration 1F: 3 clusters Score -1221882 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1222161.375000 Penalty: 895.465637
	Iteration 2Q: 3 clusters Score -1222161 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1222466.875000 Penalty: 895.465637
	Iteration 3Q: 3 clusters Score -1222467 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1222895.375000 Penalty: 895.465637
	Iteration 4Q: 3 clusters Score -1222895 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1223549.500000 Penalty: 895.465637
	Iteration 5F: 3 clusters Score -1223550 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1224427.125000 Penalty: 895.465637
	Iteration 6F: 3 clusters Score -1224427 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1225323.750000 Penalty: 895.465637
	Iteration 7F: 3 clusters Score -1225324 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1225951.500000 Penalty: 895.465637
	Iteration 8F: 3 clusters Score -1225952 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1226217.250000 Penalty: 895.465637
	Iteration 9Q: 3 clusters Score -1226217 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1226356.500000 Penalty: 895.465637
	Iteration 10Q: 3 clusters Score -1226356 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1226452.750000 Penalty: 895.465637
	Iteration 11Q: 3 clusters Score -1226453 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1226534.375000 Penalty: 895.465637
	Iteration 12Q: 3 clusters Score -1226534 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1226621.750000 Penalty: 895.465637
	Iteration 13Q: 3 clusters Score -1226622 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1226681.500000 Penalty: 895.465637
	Iteration 14Q: 3 clusters Score -1226682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1226732.625000 Penalty: 895.465637
	Iteration 15Q: 3 clusters Score -1226733 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1226778.250000 Penalty: 895.465637
	Iteration 16Q: 3 clusters Score -1226778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1226811.375000 Penalty: 895.465637
	Iteration 17Q: 3 clusters Score -1226811 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1226858.375000 Penalty: 895.465637
	Iteration 18Q: 3 clusters Score -1226858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1226887.125000 Penalty: 895.465637
	Iteration 19Q: 3 clusters Score -1226887 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1226907.125000 Penalty: 895.465637
	Iteration 20F: 3 clusters Score -1226907 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1226924.625000 Penalty: 895.465637
	Iteration 21Q: 3 clusters Score -1226925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1226935.250000 Penalty: 895.465637
	Iteration 22Q: 3 clusters Score -1226935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1226948.750000 Penalty: 895.465637
	Iteration 23Q: 3 clusters Score -1226949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1226955.000000 Penalty: 895.465637
	Iteration 24Q: 3 clusters Score -1226955 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1226970.875000 Penalty: 895.465637
	Iteration 25Q: 3 clusters Score -1226971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1226983.500000 Penalty: 895.465637
	Iteration 26Q: 3 clusters Score -1226984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1227002.750000 Penalty: 895.465637
	Iteration 27Q: 3 clusters Score -1227003 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1227016.750000 Penalty: 895.465637
	Iteration 28Q: 3 clusters Score -1227017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1227048.750000 Penalty: 895.465637
	Iteration 29Q: 3 clusters Score -1227049 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1227075.375000 Penalty: 895.465637
	Iteration 30Q: 3 clusters Score -1227075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1227093.750000 Penalty: 895.465637
	Iteration 31Q: 3 clusters Score -1227094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1227114.625000 Penalty: 895.465637
	Iteration 32Q: 3 clusters Score -1227115 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1227139.375000 Penalty: 895.465637
	Iteration 33Q: 3 clusters Score -1227139 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1227171.500000 Penalty: 895.465637
	Iteration 34Q: 3 clusters Score -1227172 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1227199.500000 Penalty: 895.465637
	Iteration 35Q: 3 clusters Score -1227200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1227225.750000 Penalty: 895.465637
	Iteration 36Q: 3 clusters Score -1227226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1227257.875000 Penalty: 895.465637
	Iteration 37Q: 3 clusters Score -1227258 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1227295.375000 Penalty: 895.465637
	Iteration 38Q: 3 clusters Score -1227295 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1227337.000000 Penalty: 895.465637
	Iteration 39Q: 3 clusters Score -1227337 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1227384.375000 Penalty: 895.465637
	Iteration 40F: 3 clusters Score -1227384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1227418.250000 Penalty: 895.465637
	Iteration 41Q: 3 clusters Score -1227418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1227454.625000 Penalty: 895.465637
	Iteration 42Q: 3 clusters Score -1227455 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1227484.125000 Penalty: 895.465637
	Iteration 43Q: 3 clusters Score -1227484 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1227517.750000 Penalty: 895.465637
	Iteration 44Q: 3 clusters Score -1227518 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1227559.875000 Penalty: 895.465637
	Iteration 45Q: 3 clusters Score -1227560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1227605.500000 Penalty: 895.465637
	Iteration 46Q: 3 clusters Score -1227606 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1227662.250000 Penalty: 895.465637
	Iteration 47Q: 3 clusters Score -1227662 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1227720.750000 Penalty: 895.465637
	Iteration 48Q: 3 clusters Score -1227721 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1227781.375000 Penalty: 895.465637
	Iteration 49Q: 3 clusters Score -1227781 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1227849.875000 Penalty: 895.465637
	Iteration 50Q: 3 clusters Score -1227850 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1227929.500000 Penalty: 895.465637
	Iteration 51Q: 3 clusters Score -1227930 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1228011.750000 Penalty: 895.465637
	Iteration 52Q: 3 clusters Score -1228012 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1228090.875000 Penalty: 895.465637
	Iteration 53Q: 3 clusters Score -1228091 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1228170.250000 Penalty: 895.465637
	Iteration 54Q: 3 clusters Score -1228170 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1228238.375000 Penalty: 895.465637
	Iteration 55Q: 3 clusters Score -1228238 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1228321.000000 Penalty: 895.465637
	Iteration 56Q: 3 clusters Score -1228321 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1228389.500000 Penalty: 895.465637
	Iteration 57Q: 3 clusters Score -1228390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1228444.000000 Penalty: 895.465637
	Iteration 58Q: 3 clusters Score -1228444 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1228490.250000 Penalty: 895.465637
	Iteration 59Q: 3 clusters Score -1228490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1228542.750000 Penalty: 895.465637
	Iteration 60F: 3 clusters Score -1228543 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1228592.000000 Penalty: 895.465637
	Iteration 61Q: 3 clusters Score -1228592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1228623.750000 Penalty: 895.465637
	Iteration 62Q: 3 clusters Score -1228624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1228643.375000 Penalty: 895.465637
	Iteration 63Q: 3 clusters Score -1228643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1228660.250000 Penalty: 895.465637
	Iteration 64Q: 3 clusters Score -1228660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1228682.000000 Penalty: 895.465637
	Iteration 65Q: 3 clusters Score -1228682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1228701.500000 Penalty: 895.465637
	Iteration 66Q: 3 clusters Score -1228702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1228713.250000 Penalty: 895.465637
	Iteration 67Q: 3 clusters Score -1228713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1228731.750000 Penalty: 895.465637
	Iteration 68Q: 3 clusters Score -1228732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1228749.125000 Penalty: 895.465637
	Iteration 69Q: 3 clusters Score -1228749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1228761.750000 Penalty: 895.465637
	Iteration 70Q: 3 clusters Score -1228762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1228770.750000 Penalty: 895.465637
	Iteration 71Q: 3 clusters Score -1228771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1228783.625000 Penalty: 895.465637
	Iteration 72Q: 3 clusters Score -1228784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1228803.625000 Penalty: 895.465637
	Iteration 73Q: 3 clusters Score -1228804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1228813.125000 Penalty: 895.465637
	Iteration 74Q: 3 clusters Score -1228813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1228820.750000 Penalty: 895.465637
	Iteration 75Q: 3 clusters Score -1228821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1228827.500000 Penalty: 895.465637
	Iteration 76Q: 3 clusters Score -1228828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1228833.250000 Penalty: 895.465637
	Iteration 77Q: 3 clusters Score -1228833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1228838.250000 Penalty: 895.465637
	Iteration 78Q: 3 clusters Score -1228838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1228842.375000 Penalty: 895.465637
	Iteration 79Q: 3 clusters Score -1228842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1228845.500000 Penalty: 895.465637
	Iteration 80F: 3 clusters Score -1228846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1228847.500000 Penalty: 895.465637
	Iteration 81Q: 3 clusters Score -1228848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1228847.250000 Penalty: 895.465637
	Iteration 82Q: 3 clusters Score -1228847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1228849.125000 Penalty: 895.465637
	Iteration 83Q: 3 clusters Score -1228849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1228850.875000 Penalty: 895.465637
	Iteration 84Q: 3 clusters Score -1228851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1228853.750000 Penalty: 895.465637
	Iteration 85Q: 3 clusters Score -1228854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1228855.000000 Penalty: 895.465637
	Iteration 86Q: 3 clusters Score -1228855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1228855.250000 Penalty: 895.465637
	Iteration 87Q: 3 clusters Score -1228855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1228856.125000 Penalty: 895.465637
	Iteration 88Q: 3 clusters Score -1228856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1228856.125000 Penalty: 895.465637
	Iteration 89F: 3 clusters Score -1228856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78051 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 43762 members 
Mstep: Class 12 contains 42621 members 
Mstep: Class 13 contains 41270 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 28579 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 56376 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11214 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 54860 members 
Mstep: Class 28 contains 89328 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47452 members 
Mstep: Class 31 contains 18775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235776.000000 Penalty: 18977.085938
Iteration 319Q: 32 clusters Score -4.223578e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 34171 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78183 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 43773 members 
Mstep: Class 12 contains 42563 members 
Mstep: Class 13 contains 41270 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 28600 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 5666 members 
Mstep: Class 21 contains 56284 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11209 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 54775 members 
Mstep: Class 28 contains 89295 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47453 members 
Mstep: Class 31 contains 18773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235868.000000 Penalty: 18977.085938
Iteration 320F: 32 clusters Score -4.223587e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 34160 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78369 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 11 contains 43771 members 
Mstep: Class 12 contains 42518 members 
Mstep: Class 13 contains 41271 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 7327 members 
Mstep: Class 16 contains 28613 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 56176 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11209 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 54696 members 
Mstep: Class 28 contains 89255 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47448 members 
Mstep: Class 31 contains 18773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235860.000000 Penalty: 18977.085938
Iteration 321Q: 32 clusters Score -4.223586e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 15485 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1704 members 
Mstep: Class 5 contains 34156 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78568 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 43755 members 
Mstep: Class 12 contains 42486 members 
Mstep: Class 13 contains 41269 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 28623 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 56057 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11203 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 54620 members 
Mstep: Class 28 contains 89234 members 
Mstep: Class 29 contains 43836 members 
Mstep: Class 30 contains 47432 members 
Mstep: Class 31 contains 18773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235824.000000 Penalty: 18977.085938
Iteration 322Q: 32 clusters Score -4.223582e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 15533 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 34132 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 78794 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 43761 members 
Mstep: Class 12 contains 42464 members 
Mstep: Class 13 contains 41274 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 7352 members 
Mstep: Class 16 contains 28627 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 5629 members 
Mstep: Class 21 contains 55922 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11195 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 54558 members 
Mstep: Class 28 contains 89207 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47417 members 
Mstep: Class 31 contains 18774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235832.000000 Penalty: 18977.085938
Iteration 323Q: 32 clusters Score -4.223583e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 15584 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 34114 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 79002 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 43789 members 
Mstep: Class 12 contains 42459 members 
Mstep: Class 13 contains 41279 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 28637 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 55782 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11181 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 54473 members 
Mstep: Class 28 contains 89206 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47374 members 
Mstep: Class 31 contains 18774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235880.000000 Penalty: 18977.085938
Iteration 324Q: 32 clusters Score -4.223588e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 34096 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 79216 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 43798 members 
Mstep: Class 12 contains 42441 members 
Mstep: Class 13 contains 41281 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 28642 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 5618 members 
Mstep: Class 21 contains 55671 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11176 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 54384 members 
Mstep: Class 28 contains 89189 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47349 members 
Mstep: Class 31 contains 18777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236024.000000 Penalty: 18977.085938
Iteration 325Q: 32 clusters Score -4.223602e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 34082 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 79381 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43820 members 
Mstep: Class 12 contains 42417 members 
Mstep: Class 13 contains 41284 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 28641 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 55551 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11168 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 54310 members 
Mstep: Class 28 contains 89167 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47336 members 
Mstep: Class 31 contains 18775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236036.000000 Penalty: 18977.085938
Iteration 326Q: 32 clusters Score -4.223604e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 15709 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 34066 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 79548 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 43851 members 
Mstep: Class 12 contains 42386 members 
Mstep: Class 13 contains 41287 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 28644 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 55425 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11169 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 54229 members 
Mstep: Class 28 contains 89151 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47314 members 
Mstep: Class 31 contains 18774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236000.000000 Penalty: 18977.085938
Iteration 327Q: 32 clusters Score -4.2236e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 15775 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 34034 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 79734 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 43845 members 
Mstep: Class 12 contains 42357 members 
Mstep: Class 13 contains 41294 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 28646 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 55307 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11166 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 54165 members 
Mstep: Class 28 contains 89113 members 
Mstep: Class 29 contains 43835 members 
Mstep: Class 30 contains 47297 members 
Mstep: Class 31 contains 18772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236108.000000 Penalty: 18977.085938
Iteration 328Q: 32 clusters Score -4.223611e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 15834 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 34034 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 79919 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5574 members 
Mstep: Class 11 contains 43827 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 41304 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 28651 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 55204 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11154 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 54068 members 
Mstep: Class 28 contains 89070 members 
Mstep: Class 29 contains 43835 members 
Mstep: Class 30 contains 47284 members 
Mstep: Class 31 contains 18770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236088.000000 Penalty: 18977.085938
Iteration 329Q: 32 clusters Score -4.223609e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 15908 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 34029 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 80091 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 43805 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 41308 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 16 contains 28655 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 55085 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11136 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 53984 members 
Mstep: Class 28 contains 89029 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 47255 members 
Mstep: Class 31 contains 18768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236068.000000 Penalty: 18977.085938
Iteration 330Q: 32 clusters Score -4.223607e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 15980 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 34025 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 80269 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 43793 members 
Mstep: Class 12 contains 42281 members 
Mstep: Class 13 contains 41308 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 7426 members 
Mstep: Class 16 contains 28662 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 54984 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11127 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 53875 members 
Mstep: Class 28 contains 88997 members 
Mstep: Class 29 contains 43835 members 
Mstep: Class 30 contains 47230 members 
Mstep: Class 31 contains 18767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236080.000000 Penalty: 18977.085938
Iteration 331Q: 32 clusters Score -4.223608e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 16075 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 34024 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 80417 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 43761 members 
Mstep: Class 12 contains 42254 members 
Mstep: Class 13 contains 41307 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 28668 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 54877 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11102 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 53802 members 
Mstep: Class 28 contains 88970 members 
Mstep: Class 29 contains 43835 members 
Mstep: Class 30 contains 47206 members 
Mstep: Class 31 contains 18766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236084.000000 Penalty: 18977.085938
Iteration 332Q: 32 clusters Score -4.223608e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 16159 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 34025 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 80553 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43736 members 
Mstep: Class 12 contains 42236 members 
Mstep: Class 13 contains 41307 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 28671 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 5597 members 
Mstep: Class 21 contains 54760 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11082 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53738 members 
Mstep: Class 28 contains 88956 members 
Mstep: Class 29 contains 43836 members 
Mstep: Class 30 contains 47190 members 
Mstep: Class 31 contains 18766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235984.000000 Penalty: 18977.085938
Iteration 333Q: 32 clusters Score -4.223598e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 16243 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 34024 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 80696 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43736 members 
Mstep: Class 12 contains 42221 members 
Mstep: Class 13 contains 41309 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 28684 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 5592 members 
Mstep: Class 21 contains 54643 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11067 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53664 members 
Mstep: Class 28 contains 88924 members 
Mstep: Class 29 contains 43833 members 
Mstep: Class 30 contains 47152 members 
Mstep: Class 31 contains 18766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236156.000000 Penalty: 18977.085938
Iteration 334Q: 32 clusters Score -4.223616e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 16321 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 34005 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 80853 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43739 members 
Mstep: Class 12 contains 42191 members 
Mstep: Class 13 contains 41308 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 28691 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 54536 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11061 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53579 members 
Mstep: Class 28 contains 88901 members 
Mstep: Class 29 contains 43831 members 
Mstep: Class 30 contains 47117 members 
Mstep: Class 31 contains 18767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236252.000000 Penalty: 18977.085938
Iteration 335Q: 32 clusters Score -4.223625e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 33991 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 81000 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 43736 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 13 contains 41310 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 28696 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 54404 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11061 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53511 members 
Mstep: Class 28 contains 88877 members 
Mstep: Class 29 contains 43831 members 
Mstep: Class 30 contains 47088 members 
Mstep: Class 31 contains 18764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236212.000000 Penalty: 18977.085938
Iteration 336Q: 32 clusters Score -4.223621e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 16479 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 33983 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 81174 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 43719 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 41316 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 28706 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 54278 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11054 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53448 members 
Mstep: Class 28 contains 88852 members 
Mstep: Class 29 contains 43829 members 
Mstep: Class 30 contains 47056 members 
Mstep: Class 31 contains 18762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236244.000000 Penalty: 18977.085938
Iteration 337Q: 32 clusters Score -4.223624e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 16555 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 33979 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 81350 members 
Mstep: Class 8 contains 1936 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 43693 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 41314 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 7439 members 
Mstep: Class 16 contains 28718 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 54172 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53393 members 
Mstep: Class 28 contains 88818 members 
Mstep: Class 29 contains 43829 members 
Mstep: Class 30 contains 47015 members 
Mstep: Class 31 contains 18763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236324.000000 Penalty: 18977.085938
Iteration 338Q: 32 clusters Score -4.223632e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 16635 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 33974 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 81494 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 43668 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 41314 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7440 members 
Mstep: Class 16 contains 28721 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 54050 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11035 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53338 members 
Mstep: Class 28 contains 88806 members 
Mstep: Class 29 contains 43827 members 
Mstep: Class 30 contains 46966 members 
Mstep: Class 31 contains 18763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236324.000000 Penalty: 18977.085938
Iteration 339Q: 32 clusters Score -4.223632e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 16714 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 33973 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 81662 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 43652 members 
Mstep: Class 12 contains 42086 members 
Mstep: Class 13 contains 41313 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7447 members 
Mstep: Class 16 contains 28733 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 53931 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11026 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53273 members 
Mstep: Class 28 contains 88790 members 
Mstep: Class 29 contains 43826 members 
Mstep: Class 30 contains 46911 members 
Mstep: Class 31 contains 18764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236560.000000 Penalty: 18977.085938
Iteration 340F: 32 clusters Score -4.223656e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 16803 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 33975 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 81835 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 43640 members 
Mstep: Class 12 contains 42070 members 
Mstep: Class 13 contains 41311 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 28749 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 5561 members 
Mstep: Class 21 contains 53790 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11023 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53199 members 
Mstep: Class 28 contains 88785 members 
Mstep: Class 29 contains 43828 members 
Mstep: Class 30 contains 46840 members 
Mstep: Class 31 contains 18763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236604.000000 Penalty: 18977.085938
Iteration 341Q: 32 clusters Score -4.22366e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 16889 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 33971 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 82053 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 43641 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 41312 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 28762 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 4256 members 
Mstep: Class 19 contains 2634 members 
Mstep: Class 20 contains 5555 members 
Mstep: Class 21 contains 53632 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11021 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53139 members 
Mstep: Class 28 contains 88774 members 
Mstep: Class 29 contains 43827 members 
Mstep: Class 30 contains 46772 members 
Mstep: Class 31 contains 18762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236664.000000 Penalty: 18977.085938
Iteration 342Q: 32 clusters Score -4.223666e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 16984 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 33967 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 82282 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43619 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 13 contains 41312 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 28775 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 53491 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11026 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 53056 members 
Mstep: Class 28 contains 88755 members 
Mstep: Class 29 contains 43828 members 
Mstep: Class 30 contains 46718 members 
Mstep: Class 31 contains 18759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236396.000000 Penalty: 18977.085938
Iteration 343Q: 32 clusters Score -4.22364e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 17098 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 33952 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 82510 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 41985 members 
Mstep: Class 13 contains 41314 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 7458 members 
Mstep: Class 16 contains 28785 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 53342 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 52984 members 
Mstep: Class 28 contains 88720 members 
Mstep: Class 29 contains 43832 members 
Mstep: Class 30 contains 46668 members 
Mstep: Class 31 contains 18757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236512.000000 Penalty: 18977.085938
Iteration 344Q: 32 clusters Score -4.223651e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 17230 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1702 members 
Mstep: Class 5 contains 33941 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 82735 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 43595 members 
Mstep: Class 12 contains 41949 members 
Mstep: Class 13 contains 41316 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 7461 members 
Mstep: Class 16 contains 28790 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 53232 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 52911 members 
Mstep: Class 28 contains 88655 members 
Mstep: Class 29 contains 43834 members 
Mstep: Class 30 contains 46621 members 
Mstep: Class 31 contains 18757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236412.000000 Penalty: 18977.085938
Iteration 345Q: 32 clusters Score -4.223641e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 17352 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 33933 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 82974 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 43584 members 
Mstep: Class 12 contains 41934 members 
Mstep: Class 13 contains 41323 members 
Mstep: Class 14 contains 4919 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 28791 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 53148 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 11026 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 52816 members 
Mstep: Class 28 contains 88590 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236560.000000 Penalty: 18977.085938
Iteration 346Q: 32 clusters Score -4.223656e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 33927 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 83181 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 43601 members 
Mstep: Class 12 contains 41909 members 
Mstep: Class 13 contains 41326 members 
Mstep: Class 14 contains 4938 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 28796 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 5541 members 
Mstep: Class 21 contains 53048 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11020 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 52733 members 
Mstep: Class 28 contains 88538 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 46504 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236476.000000 Penalty: 18977.085938
Iteration 347Q: 32 clusters Score -4.223648e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 17651 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 33924 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 83390 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43604 members 
Mstep: Class 12 contains 41897 members 
Mstep: Class 13 contains 41327 members 
Mstep: Class 14 contains 4953 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 28800 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 5544 members 
Mstep: Class 21 contains 52928 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11016 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 52651 members 
Mstep: Class 28 contains 88482 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 46456 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236484.000000 Penalty: 18977.085938
Iteration 348Q: 32 clusters Score -4.223648e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 17796 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 33911 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 83608 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 43596 members 
Mstep: Class 12 contains 41882 members 
Mstep: Class 13 contains 41329 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 28801 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 5552 members 
Mstep: Class 21 contains 52811 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11012 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 52567 members 
Mstep: Class 28 contains 88450 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 46423 members 
Mstep: Class 31 contains 18746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236564.000000 Penalty: 18977.085938
Iteration 349Q: 32 clusters Score -4.223656e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 17958 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 33896 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 83809 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 43584 members 
Mstep: Class 12 contains 41882 members 
Mstep: Class 13 contains 41333 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 28801 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 5566 members 
Mstep: Class 21 contains 52708 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11008 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 52475 members 
Mstep: Class 28 contains 88407 members 
Mstep: Class 29 contains 43844 members 
Mstep: Class 30 contains 46381 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236600.000000 Penalty: 18977.085938
Iteration 350Q: 32 clusters Score -4.22366e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 18102 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 33887 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 83993 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 43591 members 
Mstep: Class 12 contains 41893 members 
Mstep: Class 13 contains 41334 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 28801 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 5584 members 
Mstep: Class 21 contains 52598 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11008 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 52359 members 
Mstep: Class 28 contains 88392 members 
Mstep: Class 29 contains 43842 members 
Mstep: Class 30 contains 46330 members 
Mstep: Class 31 contains 18737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236624.000000 Penalty: 18977.085938
Iteration 351Q: 32 clusters Score -4.223662e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 33885 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 84208 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 43603 members 
Mstep: Class 12 contains 41905 members 
Mstep: Class 13 contains 41332 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 28803 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 52477 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11011 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 52238 members 
Mstep: Class 28 contains 88365 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 46277 members 
Mstep: Class 31 contains 18735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236572.000000 Penalty: 18977.085938
Iteration 352Q: 32 clusters Score -4.223657e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 18392 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 33884 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 84397 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 43623 members 
Mstep: Class 12 contains 41926 members 
Mstep: Class 13 contains 41329 members 
Mstep: Class 14 contains 4993 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 28805 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 52321 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11009 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 52143 members 
Mstep: Class 28 contains 88351 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 46225 members 
Mstep: Class 31 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236776.000000 Penalty: 18977.085938
Iteration 353Q: 32 clusters Score -4.223678e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 18553 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 33880 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 84590 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 43680 members 
Mstep: Class 12 contains 41946 members 
Mstep: Class 13 contains 41332 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 28808 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 5619 members 
Mstep: Class 21 contains 52151 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11020 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 52013 members 
Mstep: Class 28 contains 88328 members 
Mstep: Class 29 contains 43839 members 
Mstep: Class 30 contains 46186 members 
Mstep: Class 31 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236804.000000 Penalty: 18977.085938
Iteration 354Q: 32 clusters Score -4.22368e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 18696 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 33877 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 84771 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 43758 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 41327 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 28805 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5629 members 
Mstep: Class 21 contains 52012 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 51855 members 
Mstep: Class 28 contains 88299 members 
Mstep: Class 29 contains 43840 members 
Mstep: Class 30 contains 46145 members 
Mstep: Class 31 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236808.000000 Penalty: 18977.085938
Iteration 355Q: 32 clusters Score -4.223681e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 33886 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 84930 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 43831 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 41330 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 16 contains 28802 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 51870 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 51699 members 
Mstep: Class 28 contains 88278 members 
Mstep: Class 29 contains 43839 members 
Mstep: Class 30 contains 46128 members 
Mstep: Class 31 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236776.000000 Penalty: 18977.085938
Iteration 356Q: 32 clusters Score -4.223678e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 18957 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 33897 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 85118 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 43915 members 
Mstep: Class 12 contains 41958 members 
Mstep: Class 13 contains 41333 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 28799 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5652 members 
Mstep: Class 21 contains 51734 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11050 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 51516 members 
Mstep: Class 28 contains 88273 members 
Mstep: Class 29 contains 43841 members 
Mstep: Class 30 contains 46124 members 
Mstep: Class 31 contains 18734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236872.000000 Penalty: 18977.085938
Iteration 357Q: 32 clusters Score -4.223687e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 19078 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 33909 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 85288 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 44038 members 
Mstep: Class 12 contains 41955 members 
Mstep: Class 13 contains 41337 members 
Mstep: Class 14 contains 5037 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 16 contains 28791 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 51592 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11052 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 51333 members 
Mstep: Class 28 contains 88259 members 
Mstep: Class 29 contains 43842 members 
Mstep: Class 30 contains 46118 members 
Mstep: Class 31 contains 18731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236976.000000 Penalty: 18977.085938
Iteration 358Q: 32 clusters Score -4.223698e+07 nChanged 1223
Entering ConstructFrom: 
Score: -42236976.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (45080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Entering Unmasked Estep 
Score: -2886938.000000 Penalty: 487.586823
	Iteration 0F: 2 clusters Score -2886938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2857691.500000 Penalty: 975.173645
	Iteration 0F: 3 clusters Score -2857692 nChanged 21802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2870900.750000 Penalty: 975.173645
	Iteration 1F: 3 clusters Score -2870901 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2871870.500000 Penalty: 975.173645
	Iteration 2F: 3 clusters Score -2871870 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2873585.250000 Penalty: 975.173645
	Iteration 3F: 3 clusters Score -2873585 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2876604.000000 Penalty: 975.173645
	Iteration 4F: 3 clusters Score -2876604 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2880645.000000 Penalty: 975.173645
	Iteration 5F: 3 clusters Score -2880645 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2883919.500000 Penalty: 975.173645
	Iteration 6F: 3 clusters Score -2883920 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2885641.500000 Penalty: 975.173645
	Iteration 7Q: 3 clusters Score -2885642 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2886173.250000 Penalty: 975.173645
	Iteration 8Q: 3 clusters Score -2886173 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2886415.750000 Penalty: 975.173645
	Iteration 9Q: 3 clusters Score -2886416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2886494.500000 Penalty: 975.173645
	Iteration 10Q: 3 clusters Score -2886494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2886547.750000 Penalty: 975.173645
	Iteration 11Q: 3 clusters Score -2886548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2886574.750000 Penalty: 975.173645
	Iteration 12Q: 3 clusters Score -2886575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2886597.750000 Penalty: 975.173645
	Iteration 13Q: 3 clusters Score -2886598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2886607.750000 Penalty: 975.173645
	Iteration 14Q: 3 clusters Score -2886608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2886609.250000 Penalty: 975.173645
	Iteration 15Q: 3 clusters Score -2886609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2886614.000000 Penalty: 975.173645
	Iteration 16Q: 3 clusters Score -2886614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2886614.250000 Penalty: 975.173645
	Iteration 17Q: 3 clusters Score -2886614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2886617.750000 Penalty: 975.173645
	Iteration 18Q: 3 clusters Score -2886618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2886626.750000 Penalty: 975.173645
	Iteration 19Q: 3 clusters Score -2886627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2886641.000000 Penalty: 975.173645
	Iteration 20F: 3 clusters Score -2886641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2886653.750000 Penalty: 975.173645
	Iteration 21Q: 3 clusters Score -2886654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2886664.250000 Penalty: 975.173645
	Iteration 22Q: 3 clusters Score -2886664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2886669.500000 Penalty: 975.173645
	Iteration 23Q: 3 clusters Score -2886670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2886680.750000 Penalty: 975.173645
	Iteration 24Q: 3 clusters Score -2886681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2886691.250000 Penalty: 975.173645
	Iteration 25Q: 3 clusters Score -2886691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2886702.500000 Penalty: 975.173645
	Iteration 26Q: 3 clusters Score -2886702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2886703.750000 Penalty: 975.173645
	Iteration 27Q: 3 clusters Score -2886704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2886699.750000 Penalty: 975.173645
	Iteration 28Q: 3 clusters Score -2886700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2886706.000000 Penalty: 975.173645
	Iteration 29Q: 3 clusters Score -2886706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2886706.000000 Penalty: 975.173645
	Iteration 30F: 3 clusters Score -2886706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Entering Unmasked Estep 
Score: -1174200.625000 Penalty: 448.729950
	Iteration 0F: 2 clusters Score -1174201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1161398.750000 Penalty: 897.459900
	Iteration 0F: 3 clusters Score -1161399 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1167508.750000 Penalty: 897.459900
	Iteration 1F: 3 clusters Score -1167509 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1168355.500000 Penalty: 897.459900
	Iteration 2F: 3 clusters Score -1168356 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1169313.625000 Penalty: 897.459900
	Iteration 3F: 3 clusters Score -1169314 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1170330.250000 Penalty: 897.459900
	Iteration 4F: 3 clusters Score -1170330 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1171226.125000 Penalty: 897.459900
	Iteration 5F: 3 clusters Score -1171226 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1171895.875000 Penalty: 897.459900
	Iteration 6Q: 3 clusters Score -1171896 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1172228.625000 Penalty: 897.459900
	Iteration 7Q: 3 clusters Score -1172229 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1172438.875000 Penalty: 897.459900
	Iteration 8Q: 3 clusters Score -1172439 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1172609.875000 Penalty: 897.459900
	Iteration 9Q: 3 clusters Score -1172610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1172753.000000 Penalty: 897.459900
	Iteration 10Q: 3 clusters Score -1172753 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1172876.625000 Penalty: 897.459900
	Iteration 11Q: 3 clusters Score -1172877 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1172977.500000 Penalty: 897.459900
	Iteration 12Q: 3 clusters Score -1172978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1173068.625000 Penalty: 897.459900
	Iteration 13Q: 3 clusters Score -1173069 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1173142.625000 Penalty: 897.459900
	Iteration 14Q: 3 clusters Score -1173143 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1173222.625000 Penalty: 897.459900
	Iteration 15Q: 3 clusters Score -1173223 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1173276.750000 Penalty: 897.459900
	Iteration 16Q: 3 clusters Score -1173277 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1173321.875000 Penalty: 897.459900
	Iteration 17Q: 3 clusters Score -1173322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1173359.250000 Penalty: 897.459900
	Iteration 18Q: 3 clusters Score -1173359 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1173412.250000 Penalty: 897.459900
	Iteration 19Q: 3 clusters Score -1173412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1173451.750000 Penalty: 897.459900
	Iteration 20F: 3 clusters Score -1173452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1173495.000000 Penalty: 897.459900
	Iteration 21Q: 3 clusters Score -1173495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1173530.500000 Penalty: 897.459900
	Iteration 22Q: 3 clusters Score -1173530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1173555.875000 Penalty: 897.459900
	Iteration 23Q: 3 clusters Score -1173556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1173586.875000 Penalty: 897.459900
	Iteration 24Q: 3 clusters Score -1173587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1173608.625000 Penalty: 897.459900
	Iteration 25Q: 3 clusters Score -1173609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1173634.500000 Penalty: 897.459900
	Iteration 26Q: 3 clusters Score -1173634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1173658.625000 Penalty: 897.459900
	Iteration 27Q: 3 clusters Score -1173659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1173672.875000 Penalty: 897.459900
	Iteration 28Q: 3 clusters Score -1173673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1173686.750000 Penalty: 897.459900
	Iteration 29Q: 3 clusters Score -1173687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1173696.000000 Penalty: 897.459900
	Iteration 30Q: 3 clusters Score -1173696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1173717.000000 Penalty: 897.459900
	Iteration 31Q: 3 clusters Score -1173717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1173725.750000 Penalty: 897.459900
	Iteration 32Q: 3 clusters Score -1173726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1173735.625000 Penalty: 897.459900
	Iteration 33Q: 3 clusters Score -1173736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1173743.875000 Penalty: 897.459900
	Iteration 34Q: 3 clusters Score -1173744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1173748.250000 Penalty: 897.459900
	Iteration 35Q: 3 clusters Score -1173748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1173752.250000 Penalty: 897.459900
	Iteration 36Q: 3 clusters Score -1173752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1173759.125000 Penalty: 897.459900
	Iteration 37Q: 3 clusters Score -1173759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1173762.125000 Penalty: 897.459900
	Iteration 38Q: 3 clusters Score -1173762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1173761.250000 Penalty: 897.459900
	Iteration 39Q: 3 clusters Score -1173761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1173763.625000 Penalty: 897.459900
	Iteration 40F: 3 clusters Score -1173764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1173772.000000 Penalty: 897.459900
	Iteration 41Q: 3 clusters Score -1173772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1173785.125000 Penalty: 897.459900
	Iteration 42Q: 3 clusters Score -1173785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1173800.125000 Penalty: 897.459900
	Iteration 43Q: 3 clusters Score -1173800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1173809.375000 Penalty: 897.459900
	Iteration 44Q: 3 clusters Score -1173809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1173815.625000 Penalty: 897.459900
	Iteration 45Q: 3 clusters Score -1173816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1173821.000000 Penalty: 897.459900
	Iteration 46Q: 3 clusters Score -1173821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1173828.250000 Penalty: 897.459900
	Iteration 47Q: 3 clusters Score -1173828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1173836.125000 Penalty: 897.459900
	Iteration 48Q: 3 clusters Score -1173836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1173839.250000 Penalty: 897.459900
	Iteration 49Q: 3 clusters Score -1173839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1173844.625000 Penalty: 897.459900
	Iteration 50Q: 3 clusters Score -1173845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1173850.125000 Penalty: 897.459900
	Iteration 51Q: 3 clusters Score -1173850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1173854.500000 Penalty: 897.459900
	Iteration 52Q: 3 clusters Score -1173854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1173853.000000 Penalty: 897.459900
	Iteration 53Q: 3 clusters Score -1173853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1173855.250000 Penalty: 897.459900
	Iteration 54Q: 3 clusters Score -1173855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1173854.625000 Penalty: 897.459900
	Iteration 55Q: 3 clusters Score -1173855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1173857.000000 Penalty: 897.459900
	Iteration 56Q: 3 clusters Score -1173857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1173857.250000 Penalty: 897.459900
	Iteration 57Q: 3 clusters Score -1173857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1173858.375000 Penalty: 897.459900
	Iteration 58Q: 3 clusters Score -1173858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1173858.375000 Penalty: 897.459900
	Iteration 59Q: 3 clusters Score -1173858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1173858.250000 Penalty: 897.459900
	Iteration 60F: 3 clusters Score -1173858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1173859.250000 Penalty: 897.459900
	Iteration 61Q: 3 clusters Score -1173859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1173859.250000 Penalty: 897.459900
	Iteration 62F: 3 clusters Score -1173859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -37656.421875 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -37656.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37032.992188 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -37032.99 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37352.468750 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -37352.47 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37470.304688 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -37470.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37521.097656 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -37521.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37569.402344 Penalty: 603.990479
	Iteration 4F: 3 clusters Score -37569.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37614.363281 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -37614.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37626.679688 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -37626.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37633.906250 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -37633.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37639.937500 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -37639.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37645.621094 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -37645.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37646.945312 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -37646.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37648.281250 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -37648.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37648.437500 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -37648.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37648.812500 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -37648.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37648.996094 Penalty: 603.990479
	Iteration 14Q: 3 clusters Score -37649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37648.996094 Penalty: 603.990479
	Iteration 15F: 3 clusters Score -37649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -103495.453125 Penalty: 338.151093
	Iteration 0F: 2 clusters Score -103495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -102226.710938 Penalty: 676.302185
	Iteration 0F: 3 clusters Score -102226.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -102664.414062 Penalty: 676.302185
	Iteration 1F: 3 clusters Score -102664.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -102720.171875 Penalty: 676.302185
	Iteration 2F: 3 clusters Score -102720.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -102749.179688 Penalty: 676.302185
	Iteration 3Q: 3 clusters Score -102749.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102766.468750 Penalty: 676.302185
	Iteration 4Q: 3 clusters Score -102766.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -102784.390625 Penalty: 676.302185
	Iteration 5Q: 3 clusters Score -102784.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -102809.500000 Penalty: 676.302185
	Iteration 6Q: 3 clusters Score -102809.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -102855.437500 Penalty: 676.302185
	Iteration 7Q: 3 clusters Score -102855.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -102909.539062 Penalty: 676.302185
	Iteration 8Q: 3 clusters Score -102909.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -102965.757812 Penalty: 676.302185
	Iteration 9Q: 3 clusters Score -102965.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -103010.523438 Penalty: 676.302185
	Iteration 10Q: 3 clusters Score -103010.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -103032.289062 Penalty: 676.302185
	Iteration 11Q: 3 clusters Score -103032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103041.492188 Penalty: 676.302185
	Iteration 12Q: 3 clusters Score -103041.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103049.546875 Penalty: 676.302185
	Iteration 13Q: 3 clusters Score -103049.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103057.328125 Penalty: 676.302185
	Iteration 14Q: 3 clusters Score -103057.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103064.125000 Penalty: 676.302185
	Iteration 15Q: 3 clusters Score -103064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103070.695312 Penalty: 676.302185
	Iteration 16Q: 3 clusters Score -103070.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103074.632812 Penalty: 676.302185
	Iteration 17Q: 3 clusters Score -103074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -103079.289062 Penalty: 676.302185
	Iteration 18Q: 3 clusters Score -103079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103083.593750 Penalty: 676.302185
	Iteration 19Q: 3 clusters Score -103083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103087.226562 Penalty: 676.302185
	Iteration 20F: 3 clusters Score -103087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103090.406250 Penalty: 676.302185
	Iteration 21Q: 3 clusters Score -103090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103094.500000 Penalty: 676.302185
	Iteration 22Q: 3 clusters Score -103094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103096.054688 Penalty: 676.302185
	Iteration 23Q: 3 clusters Score -103096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103096.976562 Penalty: 676.302185
	Iteration 24Q: 3 clusters Score -103097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103098.273438 Penalty: 676.302185
	Iteration 25Q: 3 clusters Score -103098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103100.218750 Penalty: 676.302185
	Iteration 26Q: 3 clusters Score -103100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103101.312500 Penalty: 676.302185
	Iteration 27Q: 3 clusters Score -103101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103103.562500 Penalty: 676.302185
	Iteration 28Q: 3 clusters Score -103103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103104.796875 Penalty: 676.302185
	Iteration 29Q: 3 clusters Score -103104.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103106.437500 Penalty: 676.302185
	Iteration 30Q: 3 clusters Score -103106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103107.085938 Penalty: 676.302185
	Iteration 31Q: 3 clusters Score -103107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103108.085938 Penalty: 676.302185
	Iteration 32Q: 3 clusters Score -103108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103108.523438 Penalty: 676.302185
	Iteration 33Q: 3 clusters Score -103108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103108.875000 Penalty: 676.302185
	Iteration 34Q: 3 clusters Score -103108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103109.085938 Penalty: 676.302185
	Iteration 35Q: 3 clusters Score -103109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103109.085938 Penalty: 676.302185
	Iteration 36F: 3 clusters Score -103109.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Entering Unmasked Estep 
Score: -2041085.375000 Penalty: 474.649109
	Iteration 0F: 2 clusters Score -2041085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2018268.250000 Penalty: 949.298218
	Iteration 0F: 3 clusters Score -2018268 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2028771.750000 Penalty: 949.298218
	Iteration 1F: 3 clusters Score -2028772 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2029406.125000 Penalty: 949.298218
	Iteration 2F: 3 clusters Score -2029406 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2030106.625000 Penalty: 949.298218
	Iteration 3F: 3 clusters Score -2030107 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2031029.625000 Penalty: 949.298218
	Iteration 4F: 3 clusters Score -2031030 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2032172.625000 Penalty: 949.298218
	Iteration 5F: 3 clusters Score -2032173 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2033652.250000 Penalty: 949.298218
	Iteration 6F: 3 clusters Score -2033652 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2035384.000000 Penalty: 949.298218
	Iteration 7F: 3 clusters Score -2035384 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2036920.750000 Penalty: 949.298218
	Iteration 8F: 3 clusters Score -2036921 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2038100.750000 Penalty: 949.298218
	Iteration 9Q: 3 clusters Score -2038101 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2038953.750000 Penalty: 949.298218
	Iteration 10Q: 3 clusters Score -2038954 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2039517.250000 Penalty: 949.298218
	Iteration 11Q: 3 clusters Score -2039517 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2039902.625000 Penalty: 949.298218
	Iteration 12Q: 3 clusters Score -2039903 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2040183.000000 Penalty: 949.298218
	Iteration 13Q: 3 clusters Score -2040183 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2040368.875000 Penalty: 949.298218
	Iteration 14Q: 3 clusters Score -2040369 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2040507.250000 Penalty: 949.298218
	Iteration 15Q: 3 clusters Score -2040507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2040587.375000 Penalty: 949.298218
	Iteration 16Q: 3 clusters Score -2040587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2040622.875000 Penalty: 949.298218
	Iteration 17Q: 3 clusters Score -2040623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2040651.750000 Penalty: 949.298218
	Iteration 18Q: 3 clusters Score -2040652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2040674.500000 Penalty: 949.298218
	Iteration 19Q: 3 clusters Score -2040674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2040687.875000 Penalty: 949.298218
	Iteration 20F: 3 clusters Score -2040688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2040695.750000 Penalty: 949.298218
	Iteration 21Q: 3 clusters Score -2040696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2040698.375000 Penalty: 949.298218
	Iteration 22Q: 3 clusters Score -2040698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2040697.500000 Penalty: 949.298218
	Iteration 23Q: 3 clusters Score -2040698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2040697.500000 Penalty: 949.298218
	Iteration 24F: 3 clusters Score -2040698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -69537.695312 Penalty: 319.092224
	Iteration 0F: 2 clusters Score -69537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68662.945312 Penalty: 638.184448
	Iteration 0F: 3 clusters Score -68662.95 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68916.445312 Penalty: 638.184448
	Iteration 1F: 3 clusters Score -68916.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68958.515625 Penalty: 638.184448
	Iteration 2F: 3 clusters Score -68958.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -68997.585938 Penalty: 638.184448
	Iteration 3F: 3 clusters Score -68997.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69030.898438 Penalty: 638.184448
	Iteration 4Q: 3 clusters Score -69030.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -69050.804688 Penalty: 638.184448
	Iteration 5Q: 3 clusters Score -69050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -69061.320312 Penalty: 638.184448
	Iteration 6Q: 3 clusters Score -69061.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -69071.703125 Penalty: 638.184448
	Iteration 7Q: 3 clusters Score -69071.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -69079.085938 Penalty: 638.184448
	Iteration 8Q: 3 clusters Score -69079.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -69087.046875 Penalty: 638.184448
	Iteration 9Q: 3 clusters Score -69087.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -69096.515625 Penalty: 638.184448
	Iteration 10Q: 3 clusters Score -69096.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69106.687500 Penalty: 638.184448
	Iteration 11Q: 3 clusters Score -69106.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -69117.296875 Penalty: 638.184448
	Iteration 12Q: 3 clusters Score -69117.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -69127.398438 Penalty: 638.184448
	Iteration 13Q: 3 clusters Score -69127.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -69152.382812 Penalty: 638.184448
	Iteration 14Q: 3 clusters Score -69152.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -69177.375000 Penalty: 638.184448
	Iteration 15Q: 3 clusters Score -69177.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -69195.390625 Penalty: 638.184448
	Iteration 16Q: 3 clusters Score -69195.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -69218.031250 Penalty: 638.184448
	Iteration 17Q: 3 clusters Score -69218.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -69237.671875 Penalty: 638.184448
	Iteration 18Q: 3 clusters Score -69237.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -69248.445312 Penalty: 638.184448
	Iteration 19Q: 3 clusters Score -69248.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -69257.718750 Penalty: 638.184448
	Iteration 20F: 3 clusters Score -69257.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -69264.882812 Penalty: 638.184448
	Iteration 21Q: 3 clusters Score -69264.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -69269.257812 Penalty: 638.184448
	Iteration 22Q: 3 clusters Score -69269.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -69272.890625 Penalty: 638.184448
	Iteration 23Q: 3 clusters Score -69272.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -69273.992188 Penalty: 638.184448
	Iteration 24Q: 3 clusters Score -69273.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -69276.734375 Penalty: 638.184448
	Iteration 25Q: 3 clusters Score -69276.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -69277.789062 Penalty: 638.184448
	Iteration 26Q: 3 clusters Score -69277.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -69280.023438 Penalty: 638.184448
	Iteration 27Q: 3 clusters Score -69280.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -69280.523438 Penalty: 638.184448
	Iteration 28Q: 3 clusters Score -69280.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -69280.984375 Penalty: 638.184448
	Iteration 29Q: 3 clusters Score -69280.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -69280.984375 Penalty: 638.184448
	Iteration 30F: 3 clusters Score -69280.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Entering Unmasked Estep 
Score: -5299896.500000 Penalty: 516.673584
	Iteration 0F: 2 clusters Score -5299896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5243131.000000 Penalty: 1033.347168
	Iteration 0F: 3 clusters Score -5243131 nChanged 41749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -5268356.500000 Penalty: 1033.347168
	Iteration 1F: 3 clusters Score -5268356 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5270060.500000 Penalty: 1033.347168
	Iteration 2Q: 3 clusters Score -5270060 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5273366.000000 Penalty: 1033.347168
	Iteration 3F: 3 clusters Score -5273366 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5278716.500000 Penalty: 1033.347168
	Iteration 4F: 3 clusters Score -5278716 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5285874.000000 Penalty: 1033.347168
	Iteration 5F: 3 clusters Score -5285874 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5292817.500000 Penalty: 1033.347168
	Iteration 6F: 3 clusters Score -5292818 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5297256.000000 Penalty: 1033.347168
	Iteration 7F: 3 clusters Score -5297256 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5298838.000000 Penalty: 1033.347168
	Iteration 8Q: 3 clusters Score -5298838 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5299261.500000 Penalty: 1033.347168
	Iteration 9Q: 3 clusters Score -5299262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5299384.000000 Penalty: 1033.347168
	Iteration 10Q: 3 clusters Score -5299384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5299422.000000 Penalty: 1033.347168
	Iteration 11Q: 3 clusters Score -5299422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5299442.500000 Penalty: 1033.347168
	Iteration 12Q: 3 clusters Score -5299442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5299447.000000 Penalty: 1033.347168
	Iteration 13Q: 3 clusters Score -5299447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5299455.000000 Penalty: 1033.347168
	Iteration 14Q: 3 clusters Score -5299455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5299462.500000 Penalty: 1033.347168
	Iteration 15Q: 3 clusters Score -5299462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5299460.000000 Penalty: 1033.347168
	Iteration 16Q: 3 clusters Score -5299460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5299460.000000 Penalty: 1033.347168
	Iteration 17F: 3 clusters Score -5299460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -111240.882812 Penalty: 344.735748
	Iteration 0F: 2 clusters Score -111240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -109830.820312 Penalty: 689.471497
	Iteration 0F: 3 clusters Score -109830.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -110364.609375 Penalty: 689.471497
	Iteration 1F: 3 clusters Score -110364.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110493.617188 Penalty: 689.471497
	Iteration 2F: 3 clusters Score -110493.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -110612.250000 Penalty: 689.471497
	Iteration 3F: 3 clusters Score -110612.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110710.078125 Penalty: 689.471497
	Iteration 4F: 3 clusters Score -110710.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110774.890625 Penalty: 689.471497
	Iteration 5Q: 3 clusters Score -110774.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110813.648438 Penalty: 689.471497
	Iteration 6Q: 3 clusters Score -110813.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110838.882812 Penalty: 689.471497
	Iteration 7Q: 3 clusters Score -110838.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110867.937500 Penalty: 689.471497
	Iteration 8Q: 3 clusters Score -110867.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110904.179688 Penalty: 689.471497
	Iteration 9Q: 3 clusters Score -110904.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -110936.218750 Penalty: 689.471497
	Iteration 10Q: 3 clusters Score -110936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110950.687500 Penalty: 689.471497
	Iteration 11Q: 3 clusters Score -110950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110957.148438 Penalty: 689.471497
	Iteration 12Q: 3 clusters Score -110957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -110961.257812 Penalty: 689.471497
	Iteration 13Q: 3 clusters Score -110961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110965.125000 Penalty: 689.471497
	Iteration 14Q: 3 clusters Score -110965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -110971.281250 Penalty: 689.471497
	Iteration 15Q: 3 clusters Score -110971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -110976.664062 Penalty: 689.471497
	Iteration 16Q: 3 clusters Score -110976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110979.843750 Penalty: 689.471497
	Iteration 17Q: 3 clusters Score -110979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -110981.539062 Penalty: 689.471497
	Iteration 18Q: 3 clusters Score -110981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -110982.109375 Penalty: 689.471497
	Iteration 19Q: 3 clusters Score -110982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110983.148438 Penalty: 689.471497
	Iteration 20F: 3 clusters Score -110983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -110984.687500 Penalty: 689.471497
	Iteration 21Q: 3 clusters Score -110984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -110985.140625 Penalty: 689.471497
	Iteration 22Q: 3 clusters Score -110985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -110985.257812 Penalty: 689.471497
	Iteration 23Q: 3 clusters Score -110985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -110985.257812 Penalty: 689.471497
	Iteration 24F: 3 clusters Score -110985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -142784.250000 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -142784.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -140987.218750 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -140987.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -141727.609375 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -141727.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -141868.859375 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -141868.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141999.937500 Penalty: 713.289246
	Iteration 3F: 3 clusters Score -141999.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142135.062500 Penalty: 713.289246
	Iteration 4F: 3 clusters Score -142135.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -142250.671875 Penalty: 713.289246
	Iteration 5F: 3 clusters Score -142250.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -142320.171875 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -142320.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -142358.562500 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -142358.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -142391.250000 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -142391.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -142415.375000 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -142415.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -142437.000000 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -142437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -142463.437500 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -142463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -142481.890625 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -142481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -142491.687500 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -142491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -142499.031250 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -142499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -142505.968750 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -142506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -142514.125000 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -142514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -142519.593750 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -142519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -142521.171875 Penalty: 713.289246
	Iteration 18Q: 3 clusters Score -142521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -142522.296875 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -142522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -142522.906250 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -142522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -142523.265625 Penalty: 713.289246
	Iteration 21Q: 3 clusters Score -142523.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -142523.265625 Penalty: 713.289246
	Iteration 22F: 3 clusters Score -142523.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -330974.875000 Penalty: 392.558563
	Iteration 0F: 2 clusters Score -330974.9 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 2795 members 
Entering Unmasked Estep 
Score: -327169.281250 Penalty: 785.117126
	Iteration 0F: 3 clusters Score -327169.3 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -328644.937500 Penalty: 785.117126
	Iteration 1F: 3 clusters Score -328644.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328905.031250 Penalty: 785.117126
	Iteration 2F: 3 clusters Score -328905 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -329138.781250 Penalty: 785.117126
	Iteration 3F: 3 clusters Score -329138.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -329413.750000 Penalty: 785.117126
	Iteration 4F: 3 clusters Score -329413.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -329709.531250 Penalty: 785.117126
	Iteration 5F: 3 clusters Score -329709.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329931.687500 Penalty: 785.117126
	Iteration 6F: 3 clusters Score -329931.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -330065.968750 Penalty: 785.117126
	Iteration 7Q: 3 clusters Score -330066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -330176.156250 Penalty: 785.117126
	Iteration 8Q: 3 clusters Score -330176.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -330256.437500 Penalty: 785.117126
	Iteration 9Q: 3 clusters Score -330256.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -330325.218750 Penalty: 785.117126
	Iteration 10Q: 3 clusters Score -330325.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -330382.125000 Penalty: 785.117126
	Iteration 11Q: 3 clusters Score -330382.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -330432.437500 Penalty: 785.117126
	Iteration 12Q: 3 clusters Score -330432.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -330473.125000 Penalty: 785.117126
	Iteration 13Q: 3 clusters Score -330473.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -330501.718750 Penalty: 785.117126
	Iteration 14Q: 3 clusters Score -330501.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -330518.031250 Penalty: 785.117126
	Iteration 15Q: 3 clusters Score -330518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -330528.656250 Penalty: 785.117126
	Iteration 16Q: 3 clusters Score -330528.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -330536.281250 Penalty: 785.117126
	Iteration 17Q: 3 clusters Score -330536.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -330540.031250 Penalty: 785.117126
	Iteration 18Q: 3 clusters Score -330540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -330543.968750 Penalty: 785.117126
	Iteration 19Q: 3 clusters Score -330544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330549.781250 Penalty: 785.117126
	Iteration 20F: 3 clusters Score -330549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -330557.562500 Penalty: 785.117126
	Iteration 21Q: 3 clusters Score -330557.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -330561.562500 Penalty: 785.117126
	Iteration 22Q: 3 clusters Score -330561.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -330564.218750 Penalty: 785.117126
	Iteration 23Q: 3 clusters Score -330564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -330565.125000 Penalty: 785.117126
	Iteration 24Q: 3 clusters Score -330565.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -330566.312500 Penalty: 785.117126
	Iteration 25Q: 3 clusters Score -330566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -330567.281250 Penalty: 785.117126
	Iteration 26Q: 3 clusters Score -330567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -330567.687500 Penalty: 785.117126
	Iteration 27Q: 3 clusters Score -330567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -330568.125000 Penalty: 785.117126
	Iteration 28Q: 3 clusters Score -330568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -330568.125000 Penalty: 785.117126
	Iteration 29F: 3 clusters Score -330568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Entering Unmasked Estep 
Score: -2839785.250000 Penalty: 486.625946
	Iteration 0F: 2 clusters Score -2839785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2810827.500000 Penalty: 973.251892
	Iteration 0F: 3 clusters Score -2810828 nChanged 21216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2823166.500000 Penalty: 973.251892
	Iteration 1F: 3 clusters Score -2823166 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2823719.500000 Penalty: 973.251892
	Iteration 2Q: 3 clusters Score -2823720 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2824491.500000 Penalty: 973.251892
	Iteration 3Q: 3 clusters Score -2824492 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2825605.250000 Penalty: 973.251892
	Iteration 4Q: 3 clusters Score -2825605 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2827197.000000 Penalty: 973.251892
	Iteration 5F: 3 clusters Score -2827197 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2829274.250000 Penalty: 973.251892
	Iteration 6F: 3 clusters Score -2829274 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2831101.750000 Penalty: 973.251892
	Iteration 7F: 3 clusters Score -2831102 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2832035.250000 Penalty: 973.251892
	Iteration 8Q: 3 clusters Score -2832035 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2832401.000000 Penalty: 973.251892
	Iteration 9Q: 3 clusters Score -2832401 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2832555.750000 Penalty: 973.251892
	Iteration 10Q: 3 clusters Score -2832556 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -2832693.500000 Penalty: 973.251892
	Iteration 11Q: 3 clusters Score -2832694 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -2832843.750000 Penalty: 973.251892
	Iteration 12Q: 3 clusters Score -2832844 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -2832981.500000 Penalty: 973.251892
	Iteration 13Q: 3 clusters Score -2832982 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -2833185.750000 Penalty: 973.251892
	Iteration 14Q: 3 clusters Score -2833186 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2833429.500000 Penalty: 973.251892
	Iteration 15Q: 3 clusters Score -2833430 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -2833690.000000 Penalty: 973.251892
	Iteration 16Q: 3 clusters Score -2833690 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -2833994.500000 Penalty: 973.251892
	Iteration 17Q: 3 clusters Score -2833994 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -2834311.500000 Penalty: 973.251892
	Iteration 18Q: 3 clusters Score -2834312 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2834612.000000 Penalty: 973.251892
	Iteration 19Q: 3 clusters Score -2834612 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -2835028.750000 Penalty: 973.251892
	Iteration 20F: 3 clusters Score -2835029 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -2835457.000000 Penalty: 973.251892
	Iteration 21Q: 3 clusters Score -2835457 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -2835935.750000 Penalty: 973.251892
	Iteration 22Q: 3 clusters Score -2835936 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -2836395.250000 Penalty: 973.251892
	Iteration 23Q: 3 clusters Score -2836395 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -2836833.000000 Penalty: 973.251892
	Iteration 24Q: 3 clusters Score -2836833 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -2837187.500000 Penalty: 973.251892
	Iteration 25Q: 3 clusters Score -2837188 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -2837563.750000 Penalty: 973.251892
	Iteration 26Q: 3 clusters Score -2837564 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -2837918.250000 Penalty: 973.251892
	Iteration 27Q: 3 clusters Score -2837918 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -2838254.750000 Penalty: 973.251892
	Iteration 28Q: 3 clusters Score -2838255 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -2838523.750000 Penalty: 973.251892
	Iteration 29Q: 3 clusters Score -2838524 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -2838730.750000 Penalty: 973.251892
	Iteration 30Q: 3 clusters Score -2838731 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -2838880.500000 Penalty: 973.251892
	Iteration 31Q: 3 clusters Score -2838880 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -2838966.500000 Penalty: 973.251892
	Iteration 32Q: 3 clusters Score -2838966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -2839064.000000 Penalty: 973.251892
	Iteration 33Q: 3 clusters Score -2839064 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -2839128.250000 Penalty: 973.251892
	Iteration 34Q: 3 clusters Score -2839128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -2839162.750000 Penalty: 973.251892
	Iteration 35Q: 3 clusters Score -2839163 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -2839217.000000 Penalty: 973.251892
	Iteration 36Q: 3 clusters Score -2839217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -2839245.000000 Penalty: 973.251892
	Iteration 37Q: 3 clusters Score -2839245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -2839254.250000 Penalty: 973.251892
	Iteration 38Q: 3 clusters Score -2839254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -2839290.000000 Penalty: 973.251892
	Iteration 39Q: 3 clusters Score -2839290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -2839308.250000 Penalty: 973.251892
	Iteration 40F: 3 clusters Score -2839308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -2839327.250000 Penalty: 973.251892
	Iteration 41Q: 3 clusters Score -2839327 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -2839340.000000 Penalty: 973.251892
	Iteration 42Q: 3 clusters Score -2839340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -2839365.000000 Penalty: 973.251892
	Iteration 43Q: 3 clusters Score -2839365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -2839377.750000 Penalty: 973.251892
	Iteration 44Q: 3 clusters Score -2839378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -2839384.000000 Penalty: 973.251892
	Iteration 45Q: 3 clusters Score -2839384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -2839389.250000 Penalty: 973.251892
	Iteration 46Q: 3 clusters Score -2839389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -2839389.000000 Penalty: 973.251892
	Iteration 47Q: 3 clusters Score -2839389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -2839399.000000 Penalty: 973.251892
	Iteration 48Q: 3 clusters Score -2839399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -2839405.750000 Penalty: 973.251892
	Iteration 49Q: 3 clusters Score -2839406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -2839414.250000 Penalty: 973.251892
	Iteration 50Q: 3 clusters Score -2839414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -2839419.000000 Penalty: 973.251892
	Iteration 51Q: 3 clusters Score -2839419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -2839427.750000 Penalty: 973.251892
	Iteration 52Q: 3 clusters Score -2839428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -2839428.750000 Penalty: 973.251892
	Iteration 53Q: 3 clusters Score -2839429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -2839434.750000 Penalty: 973.251892
	Iteration 54Q: 3 clusters Score -2839435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -2839442.500000 Penalty: 973.251892
	Iteration 55Q: 3 clusters Score -2839442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -2839446.500000 Penalty: 973.251892
	Iteration 56Q: 3 clusters Score -2839446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -2839455.000000 Penalty: 973.251892
	Iteration 57Q: 3 clusters Score -2839455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -2839451.250000 Penalty: 973.251892
	Iteration 58Q: 3 clusters Score -2839451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -2839452.000000 Penalty: 973.251892
	Iteration 59Q: 3 clusters Score -2839452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -2839450.000000 Penalty: 973.251892
	Iteration 60F: 3 clusters Score -2839450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -2839451.250000 Penalty: 973.251892
	Iteration 61Q: 3 clusters Score -2839451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -2839452.500000 Penalty: 973.251892
	Iteration 62Q: 3 clusters Score -2839452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -2839448.250000 Penalty: 973.251892
	Iteration 63Q: 3 clusters Score -2839448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -2839449.000000 Penalty: 973.251892
	Iteration 64Q: 3 clusters Score -2839449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -2839452.500000 Penalty: 973.251892
	Iteration 65Q: 3 clusters Score -2839452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -2839456.000000 Penalty: 973.251892
	Iteration 66Q: 3 clusters Score -2839456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -2839463.250000 Penalty: 973.251892
	Iteration 67Q: 3 clusters Score -2839463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -2839468.500000 Penalty: 973.251892
	Iteration 68Q: 3 clusters Score -2839468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -2839467.000000 Penalty: 973.251892
	Iteration 69Q: 3 clusters Score -2839467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -2839459.250000 Penalty: 973.251892
	Iteration 70Q: 3 clusters Score -2839459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -2839458.250000 Penalty: 973.251892
	Iteration 71Q: 3 clusters Score -2839458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -2839464.000000 Penalty: 973.251892
	Iteration 72Q: 3 clusters Score -2839464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -2839462.500000 Penalty: 973.251892
	Iteration 73Q: 3 clusters Score -2839462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -2839462.500000 Penalty: 973.251892
	Iteration 74F: 3 clusters Score -2839462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Entering Unmasked Estep 
Score: -2758722.000000 Penalty: 484.314789
	Iteration 0F: 2 clusters Score -2758722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2732101.500000 Penalty: 968.629578
	Iteration 0F: 3 clusters Score -2732102 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2744200.750000 Penalty: 968.629578
	Iteration 1F: 3 clusters Score -2744201 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2745351.750000 Penalty: 968.629578
	Iteration 2F: 3 clusters Score -2745352 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2747442.000000 Penalty: 968.629578
	Iteration 3F: 3 clusters Score -2747442 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2750801.500000 Penalty: 968.629578
	Iteration 4F: 3 clusters Score -2750802 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2754672.000000 Penalty: 968.629578
	Iteration 5F: 3 clusters Score -2754672 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2756970.250000 Penalty: 968.629578
	Iteration 6F: 3 clusters Score -2756970 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2757754.750000 Penalty: 968.629578
	Iteration 7Q: 3 clusters Score -2757755 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2758019.500000 Penalty: 968.629578
	Iteration 8Q: 3 clusters Score -2758020 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2758175.750000 Penalty: 968.629578
	Iteration 9Q: 3 clusters Score -2758176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2758224.000000 Penalty: 968.629578
	Iteration 10Q: 3 clusters Score -2758224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2758256.500000 Penalty: 968.629578
	Iteration 11Q: 3 clusters Score -2758256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2758282.500000 Penalty: 968.629578
	Iteration 12Q: 3 clusters Score -2758282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2758295.250000 Penalty: 968.629578
	Iteration 13Q: 3 clusters Score -2758295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2758304.250000 Penalty: 968.629578
	Iteration 14Q: 3 clusters Score -2758304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2758316.250000 Penalty: 968.629578
	Iteration 15Q: 3 clusters Score -2758316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2758322.000000 Penalty: 968.629578
	Iteration 16Q: 3 clusters Score -2758322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2758323.500000 Penalty: 968.629578
	Iteration 17Q: 3 clusters Score -2758324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2758328.000000 Penalty: 968.629578
	Iteration 18Q: 3 clusters Score -2758328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2758326.500000 Penalty: 968.629578
	Iteration 19Q: 3 clusters Score -2758326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2758332.750000 Penalty: 968.629578
	Iteration 20F: 3 clusters Score -2758333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2758331.250000 Penalty: 968.629578
	Iteration 21Q: 3 clusters Score -2758331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2758333.000000 Penalty: 968.629578
	Iteration 22Q: 3 clusters Score -2758333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2758332.000000 Penalty: 968.629578
	Iteration 23Q: 3 clusters Score -2758332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2758332.500000 Penalty: 968.629578
	Iteration 24Q: 3 clusters Score -2758332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2758334.000000 Penalty: 968.629578
	Iteration 25Q: 3 clusters Score -2758334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2758334.000000 Penalty: 968.629578
	Iteration 26F: 3 clusters Score -2758334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Entering Unmasked Estep 
Score: -2734798.750000 Penalty: 483.642822
	Iteration 0F: 2 clusters Score -2734799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2708101.250000 Penalty: 967.285645
	Iteration 0F: 3 clusters Score -2708101 nChanged 20116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2719629.750000 Penalty: 967.285645
	Iteration 1F: 3 clusters Score -2719630 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2719927.000000 Penalty: 967.285645
	Iteration 2Q: 3 clusters Score -2719927 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2720401.500000 Penalty: 967.285645
	Iteration 3Q: 3 clusters Score -2720402 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2721152.250000 Penalty: 967.285645
	Iteration 4Q: 3 clusters Score -2721152 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2722537.250000 Penalty: 967.285645
	Iteration 5F: 3 clusters Score -2722537 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2724781.500000 Penalty: 967.285645
	Iteration 6F: 3 clusters Score -2724782 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2726911.750000 Penalty: 967.285645
	Iteration 7F: 3 clusters Score -2726912 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2727918.750000 Penalty: 967.285645
	Iteration 8F: 3 clusters Score -2727919 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -2728152.500000 Penalty: 967.285645
	Iteration 9Q: 3 clusters Score -2728152 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2728239.500000 Penalty: 967.285645
	Iteration 10Q: 3 clusters Score -2728240 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2728282.500000 Penalty: 967.285645
	Iteration 11Q: 3 clusters Score -2728282 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2728340.750000 Penalty: 967.285645
	Iteration 12Q: 3 clusters Score -2728341 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2728387.500000 Penalty: 967.285645
	Iteration 13Q: 3 clusters Score -2728388 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2728421.750000 Penalty: 967.285645
	Iteration 14Q: 3 clusters Score -2728422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2728485.250000 Penalty: 967.285645
	Iteration 15Q: 3 clusters Score -2728485 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2728532.500000 Penalty: 967.285645
	Iteration 16Q: 3 clusters Score -2728532 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -2728583.500000 Penalty: 967.285645
	Iteration 17Q: 3 clusters Score -2728584 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2728626.000000 Penalty: 967.285645
	Iteration 18Q: 3 clusters Score -2728626 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -2728701.000000 Penalty: 967.285645
	Iteration 19Q: 3 clusters Score -2728701 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -2728763.500000 Penalty: 967.285645
	Iteration 20F: 3 clusters Score -2728764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -2728820.500000 Penalty: 967.285645
	Iteration 21Q: 3 clusters Score -2728820 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2728895.250000 Penalty: 967.285645
	Iteration 22Q: 3 clusters Score -2728895 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -2728979.250000 Penalty: 967.285645
	Iteration 23Q: 3 clusters Score -2728979 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2729083.750000 Penalty: 967.285645
	Iteration 24Q: 3 clusters Score -2729084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -2729168.000000 Penalty: 967.285645
	Iteration 25Q: 3 clusters Score -2729168 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -2729260.000000 Penalty: 967.285645
	Iteration 26Q: 3 clusters Score -2729260 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -2729372.500000 Penalty: 967.285645
	Iteration 27Q: 3 clusters Score -2729372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -2729515.500000 Penalty: 967.285645
	Iteration 28Q: 3 clusters Score -2729516 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -2729676.250000 Penalty: 967.285645
	Iteration 29Q: 3 clusters Score -2729676 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -2729817.000000 Penalty: 967.285645
	Iteration 30Q: 3 clusters Score -2729817 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -2729980.250000 Penalty: 967.285645
	Iteration 31Q: 3 clusters Score -2729980 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -2730176.500000 Penalty: 967.285645
	Iteration 32Q: 3 clusters Score -2730176 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -2730366.500000 Penalty: 967.285645
	Iteration 33Q: 3 clusters Score -2730366 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -2730593.250000 Penalty: 967.285645
	Iteration 34Q: 3 clusters Score -2730593 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -2730835.750000 Penalty: 967.285645
	Iteration 35Q: 3 clusters Score -2730836 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -2731108.750000 Penalty: 967.285645
	Iteration 36Q: 3 clusters Score -2731109 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -2731431.250000 Penalty: 967.285645
	Iteration 37Q: 3 clusters Score -2731431 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2731730.000000 Penalty: 967.285645
	Iteration 38Q: 3 clusters Score -2731730 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -2732015.000000 Penalty: 967.285645
	Iteration 39Q: 3 clusters Score -2732015 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -2732277.000000 Penalty: 967.285645
	Iteration 40F: 3 clusters Score -2732277 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -2732553.500000 Penalty: 967.285645
	Iteration 41Q: 3 clusters Score -2732554 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -2732801.750000 Penalty: 967.285645
	Iteration 42Q: 3 clusters Score -2732802 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -2732967.250000 Penalty: 967.285645
	Iteration 43Q: 3 clusters Score -2732967 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -2733129.250000 Penalty: 967.285645
	Iteration 44Q: 3 clusters Score -2733129 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -2733252.000000 Penalty: 967.285645
	Iteration 45Q: 3 clusters Score -2733252 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -2733379.000000 Penalty: 967.285645
	Iteration 46Q: 3 clusters Score -2733379 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -2733512.250000 Penalty: 967.285645
	Iteration 47Q: 3 clusters Score -2733512 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -2733694.000000 Penalty: 967.285645
	Iteration 48Q: 3 clusters Score -2733694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -2733825.500000 Penalty: 967.285645
	Iteration 49Q: 3 clusters Score -2733826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -2733973.000000 Penalty: 967.285645
	Iteration 50Q: 3 clusters Score -2733973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -2734039.000000 Penalty: 967.285645
	Iteration 51Q: 3 clusters Score -2734039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -2734084.750000 Penalty: 967.285645
	Iteration 52Q: 3 clusters Score -2734085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -2734125.250000 Penalty: 967.285645
	Iteration 53Q: 3 clusters Score -2734125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -2734143.250000 Penalty: 967.285645
	Iteration 54Q: 3 clusters Score -2734143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -2734163.500000 Penalty: 967.285645
	Iteration 55Q: 3 clusters Score -2734164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -2734190.750000 Penalty: 967.285645
	Iteration 56Q: 3 clusters Score -2734191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -2734205.750000 Penalty: 967.285645
	Iteration 57Q: 3 clusters Score -2734206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -2734217.750000 Penalty: 967.285645
	Iteration 58Q: 3 clusters Score -2734218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -2734228.750000 Penalty: 967.285645
	Iteration 59Q: 3 clusters Score -2734229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -2734231.000000 Penalty: 967.285645
	Iteration 60F: 3 clusters Score -2734231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -2734232.000000 Penalty: 967.285645
	Iteration 61Q: 3 clusters Score -2734232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -2734239.000000 Penalty: 967.285645
	Iteration 62Q: 3 clusters Score -2734239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -2734244.500000 Penalty: 967.285645
	Iteration 63Q: 3 clusters Score -2734244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -2734247.250000 Penalty: 967.285645
	Iteration 64Q: 3 clusters Score -2734247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -2734247.500000 Penalty: 967.285645
	Iteration 65Q: 3 clusters Score -2734248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -2734249.250000 Penalty: 967.285645
	Iteration 66Q: 3 clusters Score -2734249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -2734254.500000 Penalty: 967.285645
	Iteration 67Q: 3 clusters Score -2734254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -2734259.000000 Penalty: 967.285645
	Iteration 68Q: 3 clusters Score -2734259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -2734258.750000 Penalty: 967.285645
	Iteration 69Q: 3 clusters Score -2734259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -2734258.750000 Penalty: 967.285645
	Iteration 70Q: 3 clusters Score -2734259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -2734259.750000 Penalty: 967.285645
	Iteration 71Q: 3 clusters Score -2734260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -2734259.750000 Penalty: 967.285645
	Iteration 72F: 3 clusters Score -2734260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -304695.531250 Penalty: 387.921936
	Iteration 0F: 2 clusters Score -304695.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -301273.656250 Penalty: 775.843872
	Iteration 0F: 3 clusters Score -301273.7 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -302707.718750 Penalty: 775.843872
	Iteration 1F: 3 clusters Score -302707.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -302957.468750 Penalty: 775.843872
	Iteration 2F: 3 clusters Score -302957.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -303222.562500 Penalty: 775.843872
	Iteration 3F: 3 clusters Score -303222.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -303429.031250 Penalty: 775.843872
	Iteration 4F: 3 clusters Score -303429 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -303577.187500 Penalty: 775.843872
	Iteration 5Q: 3 clusters Score -303577.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -303659.718750 Penalty: 775.843872
	Iteration 6Q: 3 clusters Score -303659.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -303718.531250 Penalty: 775.843872
	Iteration 7Q: 3 clusters Score -303718.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -303749.437500 Penalty: 775.843872
	Iteration 8Q: 3 clusters Score -303749.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -303769.812500 Penalty: 775.843872
	Iteration 9Q: 3 clusters Score -303769.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -303779.906250 Penalty: 775.843872
	Iteration 10Q: 3 clusters Score -303779.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -303791.687500 Penalty: 775.843872
	Iteration 11Q: 3 clusters Score -303791.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -303800.906250 Penalty: 775.843872
	Iteration 12Q: 3 clusters Score -303800.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -303808.156250 Penalty: 775.843872
	Iteration 13Q: 3 clusters Score -303808.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -303810.500000 Penalty: 775.843872
	Iteration 14Q: 3 clusters Score -303810.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -303813.281250 Penalty: 775.843872
	Iteration 15Q: 3 clusters Score -303813.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -303819.062500 Penalty: 775.843872
	Iteration 16Q: 3 clusters Score -303819.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -303825.687500 Penalty: 775.843872
	Iteration 17Q: 3 clusters Score -303825.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -303831.375000 Penalty: 775.843872
	Iteration 18Q: 3 clusters Score -303831.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -303836.718750 Penalty: 775.843872
	Iteration 19Q: 3 clusters Score -303836.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -303843.062500 Penalty: 775.843872
	Iteration 20F: 3 clusters Score -303843.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -303850.156250 Penalty: 775.843872
	Iteration 21Q: 3 clusters Score -303850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -303853.218750 Penalty: 775.843872
	Iteration 22Q: 3 clusters Score -303853.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -303856.281250 Penalty: 775.843872
	Iteration 23Q: 3 clusters Score -303856.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -303860.218750 Penalty: 775.843872
	Iteration 24Q: 3 clusters Score -303860.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -303868.250000 Penalty: 775.843872
	Iteration 25Q: 3 clusters Score -303868.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -303877.218750 Penalty: 775.843872
	Iteration 26Q: 3 clusters Score -303877.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -303883.312500 Penalty: 775.843872
	Iteration 27Q: 3 clusters Score -303883.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -303890.750000 Penalty: 775.843872
	Iteration 28Q: 3 clusters Score -303890.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -303896.593750 Penalty: 775.843872
	Iteration 29Q: 3 clusters Score -303896.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -303901.687500 Penalty: 775.843872
	Iteration 30Q: 3 clusters Score -303901.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -303908.500000 Penalty: 775.843872
	Iteration 31Q: 3 clusters Score -303908.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -303914.375000 Penalty: 775.843872
	Iteration 32Q: 3 clusters Score -303914.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -303922.687500 Penalty: 775.843872
	Iteration 33Q: 3 clusters Score -303922.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -303930.812500 Penalty: 775.843872
	Iteration 34Q: 3 clusters Score -303930.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -303940.875000 Penalty: 775.843872
	Iteration 35Q: 3 clusters Score -303940.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -303956.187500 Penalty: 775.843872
	Iteration 36Q: 3 clusters Score -303956.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -303975.218750 Penalty: 775.843872
	Iteration 37Q: 3 clusters Score -303975.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -303991.656250 Penalty: 775.843872
	Iteration 38Q: 3 clusters Score -303991.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -304009.593750 Penalty: 775.843872
	Iteration 39Q: 3 clusters Score -304009.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -304029.968750 Penalty: 775.843872
	Iteration 40F: 3 clusters Score -304030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -304051.218750 Penalty: 775.843872
	Iteration 41Q: 3 clusters Score -304051.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -304073.062500 Penalty: 775.843872
	Iteration 42Q: 3 clusters Score -304073.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -304094.406250 Penalty: 775.843872
	Iteration 43Q: 3 clusters Score -304094.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -304128.562500 Penalty: 775.843872
	Iteration 44Q: 3 clusters Score -304128.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -304155.218750 Penalty: 775.843872
	Iteration 45Q: 3 clusters Score -304155.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -304174.500000 Penalty: 775.843872
	Iteration 46Q: 3 clusters Score -304174.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -304188.281250 Penalty: 775.843872
	Iteration 47Q: 3 clusters Score -304188.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -304201.375000 Penalty: 775.843872
	Iteration 48Q: 3 clusters Score -304201.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -304214.000000 Penalty: 775.843872
	Iteration 49Q: 3 clusters Score -304214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -304227.343750 Penalty: 775.843872
	Iteration 50Q: 3 clusters Score -304227.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -304238.093750 Penalty: 775.843872
	Iteration 51Q: 3 clusters Score -304238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -304246.125000 Penalty: 775.843872
	Iteration 52Q: 3 clusters Score -304246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -304253.500000 Penalty: 775.843872
	Iteration 53Q: 3 clusters Score -304253.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -304259.812500 Penalty: 775.843872
	Iteration 54Q: 3 clusters Score -304259.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -304265.781250 Penalty: 775.843872
	Iteration 55Q: 3 clusters Score -304265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -304271.937500 Penalty: 775.843872
	Iteration 56Q: 3 clusters Score -304271.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -304277.625000 Penalty: 775.843872
	Iteration 57Q: 3 clusters Score -304277.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -304287.468750 Penalty: 775.843872
	Iteration 58Q: 3 clusters Score -304287.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -304295.031250 Penalty: 775.843872
	Iteration 59Q: 3 clusters Score -304295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -304303.312500 Penalty: 775.843872
	Iteration 60F: 3 clusters Score -304303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -304309.750000 Penalty: 775.843872
	Iteration 61Q: 3 clusters Score -304309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -304316.218750 Penalty: 775.843872
	Iteration 62Q: 3 clusters Score -304316.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -304323.218750 Penalty: 775.843872
	Iteration 63Q: 3 clusters Score -304323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -304328.250000 Penalty: 775.843872
	Iteration 64Q: 3 clusters Score -304328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -304332.000000 Penalty: 775.843872
	Iteration 65Q: 3 clusters Score -304332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -304333.031250 Penalty: 775.843872
	Iteration 66Q: 3 clusters Score -304333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -304333.843750 Penalty: 775.843872
	Iteration 67Q: 3 clusters Score -304333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -304335.562500 Penalty: 775.843872
	Iteration 68Q: 3 clusters Score -304335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -304336.531250 Penalty: 775.843872
	Iteration 69Q: 3 clusters Score -304336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -304336.531250 Penalty: 775.843872
	Iteration 70F: 3 clusters Score -304336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -499782.031250 Penalty: 405.792480
	Iteration 0F: 2 clusters Score -499782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -494771.562500 Penalty: 811.584961
	Iteration 0F: 3 clusters Score -494771.6 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -496702.656250 Penalty: 811.584961
	Iteration 1F: 3 clusters Score -496702.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -496830.625000 Penalty: 811.584961
	Iteration 2F: 3 clusters Score -496830.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -496956.781250 Penalty: 811.584961
	Iteration 3Q: 3 clusters Score -496956.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -497113.031250 Penalty: 811.584961
	Iteration 4Q: 3 clusters Score -497113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -497307.562500 Penalty: 811.584961
	Iteration 5Q: 3 clusters Score -497307.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -497613.750000 Penalty: 811.584961
	Iteration 6F: 3 clusters Score -497613.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -498058.250000 Penalty: 811.584961
	Iteration 7F: 3 clusters Score -498058.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -498435.812500 Penalty: 811.584961
	Iteration 8F: 3 clusters Score -498435.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -498706.500000 Penalty: 811.584961
	Iteration 9Q: 3 clusters Score -498706.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -498887.625000 Penalty: 811.584961
	Iteration 10Q: 3 clusters Score -498887.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -498977.968750 Penalty: 811.584961
	Iteration 11Q: 3 clusters Score -498978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -499047.906250 Penalty: 811.584961
	Iteration 12Q: 3 clusters Score -499047.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -499114.062500 Penalty: 811.584961
	Iteration 13Q: 3 clusters Score -499114.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -499170.531250 Penalty: 811.584961
	Iteration 14Q: 3 clusters Score -499170.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -499216.781250 Penalty: 811.584961
	Iteration 15Q: 3 clusters Score -499216.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -499253.937500 Penalty: 811.584961
	Iteration 16Q: 3 clusters Score -499253.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -499292.562500 Penalty: 811.584961
	Iteration 17Q: 3 clusters Score -499292.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -499328.312500 Penalty: 811.584961
	Iteration 18Q: 3 clusters Score -499328.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -499358.000000 Penalty: 811.584961
	Iteration 19Q: 3 clusters Score -499358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -499373.656250 Penalty: 811.584961
	Iteration 20F: 3 clusters Score -499373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -499382.812500 Penalty: 811.584961
	Iteration 21Q: 3 clusters Score -499382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -499386.562500 Penalty: 811.584961
	Iteration 22Q: 3 clusters Score -499386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -499392.156250 Penalty: 811.584961
	Iteration 23Q: 3 clusters Score -499392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -499396.312500 Penalty: 811.584961
	Iteration 24Q: 3 clusters Score -499396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -499400.968750 Penalty: 811.584961
	Iteration 25Q: 3 clusters Score -499401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -499405.250000 Penalty: 811.584961
	Iteration 26Q: 3 clusters Score -499405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -499406.843750 Penalty: 811.584961
	Iteration 27Q: 3 clusters Score -499406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -499407.562500 Penalty: 811.584961
	Iteration 28Q: 3 clusters Score -499407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -499407.906250 Penalty: 811.584961
	Iteration 29Q: 3 clusters Score -499407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -499409.343750 Penalty: 811.584961
	Iteration 30Q: 3 clusters Score -499409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -499411.562500 Penalty: 811.584961
	Iteration 31Q: 3 clusters Score -499411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -499412.375000 Penalty: 811.584961
	Iteration 32Q: 3 clusters Score -499412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -499414.500000 Penalty: 811.584961
	Iteration 33Q: 3 clusters Score -499414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -499416.375000 Penalty: 811.584961
	Iteration 34Q: 3 clusters Score -499416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -499418.312500 Penalty: 811.584961
	Iteration 35Q: 3 clusters Score -499418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -499421.000000 Penalty: 811.584961
	Iteration 36Q: 3 clusters Score -499421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -499422.625000 Penalty: 811.584961
	Iteration 37Q: 3 clusters Score -499422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -499422.468750 Penalty: 811.584961
	Iteration 38Q: 3 clusters Score -499422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -499424.718750 Penalty: 811.584961
	Iteration 39Q: 3 clusters Score -499424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -499425.062500 Penalty: 811.584961
	Iteration 40F: 3 clusters Score -499425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -499425.375000 Penalty: 811.584961
	Iteration 41Q: 3 clusters Score -499425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -499425.375000 Penalty: 811.584961
	Iteration 42F: 3 clusters Score -499425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Entering Unmasked Estep 
Score: -1880229.375000 Penalty: 467.171509
	Iteration 0F: 2 clusters Score -1880229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1861120.625000 Penalty: 934.343018
	Iteration 0F: 3 clusters Score -1861121 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1869576.250000 Penalty: 934.343018
	Iteration 1F: 3 clusters Score -1869576 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1870560.375000 Penalty: 934.343018
	Iteration 2F: 3 clusters Score -1870560 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1871848.250000 Penalty: 934.343018
	Iteration 3F: 3 clusters Score -1871848 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1873343.375000 Penalty: 934.343018
	Iteration 4F: 3 clusters Score -1873343 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1874646.000000 Penalty: 934.343018
	Iteration 5F: 3 clusters Score -1874646 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1875402.375000 Penalty: 934.343018
	Iteration 6F: 3 clusters Score -1875402 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1875661.375000 Penalty: 934.343018
	Iteration 7Q: 3 clusters Score -1875661 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1875792.875000 Penalty: 934.343018
	Iteration 8Q: 3 clusters Score -1875793 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1875892.125000 Penalty: 934.343018
	Iteration 9Q: 3 clusters Score -1875892 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1875973.125000 Penalty: 934.343018
	Iteration 10Q: 3 clusters Score -1875973 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1876058.125000 Penalty: 934.343018
	Iteration 11Q: 3 clusters Score -1876058 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1876151.250000 Penalty: 934.343018
	Iteration 12Q: 3 clusters Score -1876151 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1876239.375000 Penalty: 934.343018
	Iteration 13Q: 3 clusters Score -1876239 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1876327.875000 Penalty: 934.343018
	Iteration 14Q: 3 clusters Score -1876328 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1876424.500000 Penalty: 934.343018
	Iteration 15Q: 3 clusters Score -1876424 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1876536.125000 Penalty: 934.343018
	Iteration 16Q: 3 clusters Score -1876536 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1876663.875000 Penalty: 934.343018
	Iteration 17Q: 3 clusters Score -1876664 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1876802.000000 Penalty: 934.343018
	Iteration 18Q: 3 clusters Score -1876802 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1876940.250000 Penalty: 934.343018
	Iteration 19Q: 3 clusters Score -1876940 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1877076.000000 Penalty: 934.343018
	Iteration 20F: 3 clusters Score -1877076 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1877203.000000 Penalty: 934.343018
	Iteration 21Q: 3 clusters Score -1877203 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1877345.500000 Penalty: 934.343018
	Iteration 22Q: 3 clusters Score -1877346 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1877464.375000 Penalty: 934.343018
	Iteration 23Q: 3 clusters Score -1877464 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1877574.375000 Penalty: 934.343018
	Iteration 24Q: 3 clusters Score -1877574 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1877670.250000 Penalty: 934.343018
	Iteration 25Q: 3 clusters Score -1877670 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1877773.375000 Penalty: 934.343018
	Iteration 26Q: 3 clusters Score -1877773 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1877848.375000 Penalty: 934.343018
	Iteration 27Q: 3 clusters Score -1877848 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1877913.875000 Penalty: 934.343018
	Iteration 28Q: 3 clusters Score -1877914 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1877986.000000 Penalty: 934.343018
	Iteration 29Q: 3 clusters Score -1877986 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1878041.500000 Penalty: 934.343018
	Iteration 30Q: 3 clusters Score -1878042 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1878101.750000 Penalty: 934.343018
	Iteration 31Q: 3 clusters Score -1878102 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1878154.625000 Penalty: 934.343018
	Iteration 32Q: 3 clusters Score -1878155 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1878207.375000 Penalty: 934.343018
	Iteration 33Q: 3 clusters Score -1878207 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1878258.125000 Penalty: 934.343018
	Iteration 34Q: 3 clusters Score -1878258 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1878327.250000 Penalty: 934.343018
	Iteration 35Q: 3 clusters Score -1878327 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1878383.375000 Penalty: 934.343018
	Iteration 36Q: 3 clusters Score -1878383 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1878448.750000 Penalty: 934.343018
	Iteration 37Q: 3 clusters Score -1878449 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1878512.625000 Penalty: 934.343018
	Iteration 38Q: 3 clusters Score -1878513 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1878586.500000 Penalty: 934.343018
	Iteration 39Q: 3 clusters Score -1878586 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1878660.125000 Penalty: 934.343018
	Iteration 40F: 3 clusters Score -1878660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1878722.875000 Penalty: 934.343018
	Iteration 41Q: 3 clusters Score -1878723 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1878777.500000 Penalty: 934.343018
	Iteration 42Q: 3 clusters Score -1878778 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1878830.125000 Penalty: 934.343018
	Iteration 43Q: 3 clusters Score -1878830 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1878867.500000 Penalty: 934.343018
	Iteration 44Q: 3 clusters Score -1878868 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1878902.750000 Penalty: 934.343018
	Iteration 45Q: 3 clusters Score -1878903 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1878956.125000 Penalty: 934.343018
	Iteration 46Q: 3 clusters Score -1878956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1878982.875000 Penalty: 934.343018
	Iteration 47Q: 3 clusters Score -1878983 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1879010.250000 Penalty: 934.343018
	Iteration 48Q: 3 clusters Score -1879010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1879037.500000 Penalty: 934.343018
	Iteration 49Q: 3 clusters Score -1879038 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1879073.375000 Penalty: 934.343018
	Iteration 50Q: 3 clusters Score -1879073 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1879096.750000 Penalty: 934.343018
	Iteration 51Q: 3 clusters Score -1879097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1879116.625000 Penalty: 934.343018
	Iteration 52Q: 3 clusters Score -1879117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1879151.125000 Penalty: 934.343018
	Iteration 53Q: 3 clusters Score -1879151 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1879191.125000 Penalty: 934.343018
	Iteration 54Q: 3 clusters Score -1879191 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1879237.625000 Penalty: 934.343018
	Iteration 55Q: 3 clusters Score -1879238 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1879273.250000 Penalty: 934.343018
	Iteration 56Q: 3 clusters Score -1879273 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1879306.250000 Penalty: 934.343018
	Iteration 57Q: 3 clusters Score -1879306 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1879356.875000 Penalty: 934.343018
	Iteration 58Q: 3 clusters Score -1879357 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1879391.750000 Penalty: 934.343018
	Iteration 59Q: 3 clusters Score -1879392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1879408.625000 Penalty: 934.343018
	Iteration 60F: 3 clusters Score -1879409 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1879428.375000 Penalty: 934.343018
	Iteration 61Q: 3 clusters Score -1879428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1879438.625000 Penalty: 934.343018
	Iteration 62Q: 3 clusters Score -1879439 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1879453.625000 Penalty: 934.343018
	Iteration 63Q: 3 clusters Score -1879454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1879466.875000 Penalty: 934.343018
	Iteration 64Q: 3 clusters Score -1879467 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1879480.000000 Penalty: 934.343018
	Iteration 65Q: 3 clusters Score -1879480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1879485.125000 Penalty: 934.343018
	Iteration 66Q: 3 clusters Score -1879485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1879496.375000 Penalty: 934.343018
	Iteration 67Q: 3 clusters Score -1879496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1879501.875000 Penalty: 934.343018
	Iteration 68Q: 3 clusters Score -1879502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1879511.625000 Penalty: 934.343018
	Iteration 69Q: 3 clusters Score -1879512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1879528.875000 Penalty: 934.343018
	Iteration 70Q: 3 clusters Score -1879529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1879534.625000 Penalty: 934.343018
	Iteration 71Q: 3 clusters Score -1879535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1879538.125000 Penalty: 934.343018
	Iteration 72Q: 3 clusters Score -1879538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1879543.125000 Penalty: 934.343018
	Iteration 73Q: 3 clusters Score -1879543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1879547.250000 Penalty: 934.343018
	Iteration 74Q: 3 clusters Score -1879547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1879555.000000 Penalty: 934.343018
	Iteration 75Q: 3 clusters Score -1879555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1879558.375000 Penalty: 934.343018
	Iteration 76Q: 3 clusters Score -1879558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1879571.625000 Penalty: 934.343018
	Iteration 77Q: 3 clusters Score -1879572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1879575.375000 Penalty: 934.343018
	Iteration 78Q: 3 clusters Score -1879575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1879582.875000 Penalty: 934.343018
	Iteration 79Q: 3 clusters Score -1879583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1879593.125000 Penalty: 934.343018
	Iteration 80F: 3 clusters Score -1879593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1879600.625000 Penalty: 934.343018
	Iteration 81Q: 3 clusters Score -1879601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1879607.000000 Penalty: 934.343018
	Iteration 82Q: 3 clusters Score -1879607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1879613.750000 Penalty: 934.343018
	Iteration 83Q: 3 clusters Score -1879614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1879628.000000 Penalty: 934.343018
	Iteration 84Q: 3 clusters Score -1879628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1879637.500000 Penalty: 934.343018
	Iteration 85Q: 3 clusters Score -1879638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1879644.250000 Penalty: 934.343018
	Iteration 86Q: 3 clusters Score -1879644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1879651.500000 Penalty: 934.343018
	Iteration 87Q: 3 clusters Score -1879652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1879657.375000 Penalty: 934.343018
	Iteration 88Q: 3 clusters Score -1879657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1879661.625000 Penalty: 934.343018
	Iteration 89Q: 3 clusters Score -1879662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1879671.625000 Penalty: 934.343018
	Iteration 90Q: 3 clusters Score -1879672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1879678.625000 Penalty: 934.343018
	Iteration 91Q: 3 clusters Score -1879679 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1879695.000000 Penalty: 934.343018
	Iteration 92Q: 3 clusters Score -1879695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1879707.125000 Penalty: 934.343018
	Iteration 93Q: 3 clusters Score -1879707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1879713.500000 Penalty: 934.343018
	Iteration 94Q: 3 clusters Score -1879714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1879719.375000 Penalty: 934.343018
	Iteration 95Q: 3 clusters Score -1879719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1879734.750000 Penalty: 934.343018
	Iteration 96Q: 3 clusters Score -1879735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1879737.125000 Penalty: 934.343018
	Iteration 97Q: 3 clusters Score -1879737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1879746.500000 Penalty: 934.343018
	Iteration 98Q: 3 clusters Score -1879746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1879758.250000 Penalty: 934.343018
	Iteration 99Q: 3 clusters Score -1879758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1879765.375000 Penalty: 934.343018
	Iteration 100F: 3 clusters Score -1879765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1879766.500000 Penalty: 934.343018
	Iteration 101Q: 3 clusters Score -1879766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1879772.250000 Penalty: 934.343018
	Iteration 102Q: 3 clusters Score -1879772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1879774.875000 Penalty: 934.343018
	Iteration 103Q: 3 clusters Score -1879775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1879779.625000 Penalty: 934.343018
	Iteration 104Q: 3 clusters Score -1879780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1879784.500000 Penalty: 934.343018
	Iteration 105Q: 3 clusters Score -1879784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1879784.000000 Penalty: 934.343018
	Iteration 106Q: 3 clusters Score -1879784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1879790.375000 Penalty: 934.343018
	Iteration 107Q: 3 clusters Score -1879790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1879797.375000 Penalty: 934.343018
	Iteration 108Q: 3 clusters Score -1879797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1879802.000000 Penalty: 934.343018
	Iteration 109Q: 3 clusters Score -1879802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1879806.125000 Penalty: 934.343018
	Iteration 110Q: 3 clusters Score -1879806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1879814.375000 Penalty: 934.343018
	Iteration 111Q: 3 clusters Score -1879814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1879823.625000 Penalty: 934.343018
	Iteration 112Q: 3 clusters Score -1879824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1879828.750000 Penalty: 934.343018
	Iteration 113Q: 3 clusters Score -1879829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1879832.500000 Penalty: 934.343018
	Iteration 114Q: 3 clusters Score -1879832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1879839.000000 Penalty: 934.343018
	Iteration 115Q: 3 clusters Score -1879839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1879837.000000 Penalty: 934.343018
	Iteration 116Q: 3 clusters Score -1879837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1879844.625000 Penalty: 934.343018
	Iteration 117Q: 3 clusters Score -1879845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1879846.250000 Penalty: 934.343018
	Iteration 118Q: 3 clusters Score -1879846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1879851.125000 Penalty: 934.343018
	Iteration 119Q: 3 clusters Score -1879851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1879850.875000 Penalty: 934.343018
	Iteration 120F: 3 clusters Score -1879851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1879852.875000 Penalty: 934.343018
	Iteration 121Q: 3 clusters Score -1879853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1879848.000000 Penalty: 934.343018
	Iteration 122Q: 3 clusters Score -1879848 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1879850.375000 Penalty: 934.343018
	Iteration 123Q: 3 clusters Score -1879850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1879850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1879849.500000 Penalty: 934.343018
	Iteration 125Q: 3 clusters Score -1879850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1879849.875000 Penalty: 934.343018
	Iteration 126Q: 3 clusters Score -1879850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1879849.250000 Penalty: 934.343018
	Iteration 127Q: 3 clusters Score -1879849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1879849.250000 Penalty: 934.343018
	Iteration 128F: 3 clusters Score -1879849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -105031.984375 Penalty: 344.101990
	Iteration 0F: 2 clusters Score -105032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -103691.609375 Penalty: 688.203979
	Iteration 0F: 3 clusters Score -103691.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -104281.546875 Penalty: 688.203979
	Iteration 1F: 3 clusters Score -104281.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -104486.898438 Penalty: 688.203979
	Iteration 2F: 3 clusters Score -104486.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -104639.437500 Penalty: 688.203979
	Iteration 3F: 3 clusters Score -104639.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -104736.726562 Penalty: 688.203979
	Iteration 4F: 3 clusters Score -104736.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -104807.578125 Penalty: 688.203979
	Iteration 5F: 3 clusters Score -104807.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -104858.093750 Penalty: 688.203979
	Iteration 6Q: 3 clusters Score -104858.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -104896.007812 Penalty: 688.203979
	Iteration 7Q: 3 clusters Score -104896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -104923.093750 Penalty: 688.203979
	Iteration 8Q: 3 clusters Score -104923.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -104948.476562 Penalty: 688.203979
	Iteration 9Q: 3 clusters Score -104948.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -104958.664062 Penalty: 688.203979
	Iteration 10Q: 3 clusters Score -104958.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -104963.789062 Penalty: 688.203979
	Iteration 11Q: 3 clusters Score -104963.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -104970.625000 Penalty: 688.203979
	Iteration 12Q: 3 clusters Score -104970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -104973.335938 Penalty: 688.203979
	Iteration 13Q: 3 clusters Score -104973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -104975.054688 Penalty: 688.203979
	Iteration 14Q: 3 clusters Score -104975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -104978.812500 Penalty: 688.203979
	Iteration 15Q: 3 clusters Score -104978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -104982.781250 Penalty: 688.203979
	Iteration 16Q: 3 clusters Score -104982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -104985.460938 Penalty: 688.203979
	Iteration 17Q: 3 clusters Score -104985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -104988.289062 Penalty: 688.203979
	Iteration 18Q: 3 clusters Score -104988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -104988.796875 Penalty: 688.203979
	Iteration 19Q: 3 clusters Score -104988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -104989.304688 Penalty: 688.203979
	Iteration 20F: 3 clusters Score -104989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -104990.039062 Penalty: 688.203979
	Iteration 21Q: 3 clusters Score -104990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -104990.914062 Penalty: 688.203979
	Iteration 22Q: 3 clusters Score -104990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -104992.156250 Penalty: 688.203979
	Iteration 23Q: 3 clusters Score -104992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -104992.992188 Penalty: 688.203979
	Iteration 24Q: 3 clusters Score -104993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -104994.757812 Penalty: 688.203979
	Iteration 25Q: 3 clusters Score -104994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -104996.140625 Penalty: 688.203979
	Iteration 26Q: 3 clusters Score -104996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -104997.000000 Penalty: 688.203979
	Iteration 27Q: 3 clusters Score -104997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -104997.601562 Penalty: 688.203979
	Iteration 28Q: 3 clusters Score -104997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -104998.750000 Penalty: 688.203979
	Iteration 29Q: 3 clusters Score -104998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -104999.101562 Penalty: 688.203979
	Iteration 30Q: 3 clusters Score -104999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -105000.312500 Penalty: 688.203979
	Iteration 31Q: 3 clusters Score -105000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -105000.601562 Penalty: 688.203979
	Iteration 32Q: 3 clusters Score -105000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -105000.601562 Penalty: 688.203979
	Iteration 33F: 3 clusters Score -105000.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -275692.156250 Penalty: 380.094849
	Iteration 0F: 2 clusters Score -275692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -272785.156250 Penalty: 760.189697
	Iteration 0F: 3 clusters Score -272785.2 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -273880.437500 Penalty: 760.189697
	Iteration 1F: 3 clusters Score -273880.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -274043.125000 Penalty: 760.189697
	Iteration 2F: 3 clusters Score -274043.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -274219.593750 Penalty: 760.189697
	Iteration 3F: 3 clusters Score -274219.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -274424.250000 Penalty: 760.189697
	Iteration 4F: 3 clusters Score -274424.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -274626.343750 Penalty: 760.189697
	Iteration 5F: 3 clusters Score -274626.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -274787.312500 Penalty: 760.189697
	Iteration 6F: 3 clusters Score -274787.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -274892.968750 Penalty: 760.189697
	Iteration 7Q: 3 clusters Score -274893 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -274969.531250 Penalty: 760.189697
	Iteration 8Q: 3 clusters Score -274969.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -275020.593750 Penalty: 760.189697
	Iteration 9Q: 3 clusters Score -275020.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -275047.468750 Penalty: 760.189697
	Iteration 10Q: 3 clusters Score -275047.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -275071.062500 Penalty: 760.189697
	Iteration 11Q: 3 clusters Score -275071.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -275097.718750 Penalty: 760.189697
	Iteration 12Q: 3 clusters Score -275097.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -275119.718750 Penalty: 760.189697
	Iteration 13Q: 3 clusters Score -275119.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -275143.750000 Penalty: 760.189697
	Iteration 14Q: 3 clusters Score -275143.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -275166.531250 Penalty: 760.189697
	Iteration 15Q: 3 clusters Score -275166.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -275190.343750 Penalty: 760.189697
	Iteration 16Q: 3 clusters Score -275190.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -275208.093750 Penalty: 760.189697
	Iteration 17Q: 3 clusters Score -275208.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -275223.875000 Penalty: 760.189697
	Iteration 18Q: 3 clusters Score -275223.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -275238.156250 Penalty: 760.189697
	Iteration 19Q: 3 clusters Score -275238.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -275246.250000 Penalty: 760.189697
	Iteration 20F: 3 clusters Score -275246.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -275255.625000 Penalty: 760.189697
	Iteration 21Q: 3 clusters Score -275255.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -275267.281250 Penalty: 760.189697
	Iteration 22Q: 3 clusters Score -275267.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -275282.125000 Penalty: 760.189697
	Iteration 23Q: 3 clusters Score -275282.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -275299.156250 Penalty: 760.189697
	Iteration 24Q: 3 clusters Score -275299.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -275314.062500 Penalty: 760.189697
	Iteration 25Q: 3 clusters Score -275314.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -275323.843750 Penalty: 760.189697
	Iteration 26Q: 3 clusters Score -275323.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -275329.875000 Penalty: 760.189697
	Iteration 27Q: 3 clusters Score -275329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -275337.375000 Penalty: 760.189697
	Iteration 28Q: 3 clusters Score -275337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -275341.500000 Penalty: 760.189697
	Iteration 29Q: 3 clusters Score -275341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -275345.968750 Penalty: 760.189697
	Iteration 30Q: 3 clusters Score -275346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -275348.812500 Penalty: 760.189697
	Iteration 31Q: 3 clusters Score -275348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -275349.781250 Penalty: 760.189697
	Iteration 32Q: 3 clusters Score -275349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -275351.031250 Penalty: 760.189697
	Iteration 33Q: 3 clusters Score -275351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -275352.781250 Penalty: 760.189697
	Iteration 34Q: 3 clusters Score -275352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -275356.593750 Penalty: 760.189697
	Iteration 35Q: 3 clusters Score -275356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -275358.906250 Penalty: 760.189697
	Iteration 36Q: 3 clusters Score -275358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -275360.281250 Penalty: 760.189697
	Iteration 37Q: 3 clusters Score -275360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -275362.156250 Penalty: 760.189697
	Iteration 38Q: 3 clusters Score -275362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -275363.375000 Penalty: 760.189697
	Iteration 39Q: 3 clusters Score -275363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -275363.218750 Penalty: 760.189697
	Iteration 40F: 3 clusters Score -275363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -275363.812500 Penalty: 760.189697
	Iteration 41Q: 3 clusters Score -275363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -275363.812500 Penalty: 760.189697
	Iteration 42F: 3 clusters Score -275363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -178867.125000 Penalty: 359.377716
	Iteration 0F: 2 clusters Score -178867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -177030.578125 Penalty: 718.755432
	Iteration 0F: 3 clusters Score -177030.6 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -177747.890625 Penalty: 718.755432
	Iteration 1F: 3 clusters Score -177747.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -177911.218750 Penalty: 718.755432
	Iteration 2F: 3 clusters Score -177911.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -178060.500000 Penalty: 718.755432
	Iteration 3F: 3 clusters Score -178060.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -178171.031250 Penalty: 718.755432
	Iteration 4F: 3 clusters Score -178171 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -178242.171875 Penalty: 718.755432
	Iteration 5Q: 3 clusters Score -178242.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -178293.562500 Penalty: 718.755432
	Iteration 6Q: 3 clusters Score -178293.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -178319.250000 Penalty: 718.755432
	Iteration 7Q: 3 clusters Score -178319.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178337.906250 Penalty: 718.755432
	Iteration 8Q: 3 clusters Score -178337.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178351.343750 Penalty: 718.755432
	Iteration 9Q: 3 clusters Score -178351.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -178357.343750 Penalty: 718.755432
	Iteration 10Q: 3 clusters Score -178357.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178364.125000 Penalty: 718.755432
	Iteration 11Q: 3 clusters Score -178364.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178368.828125 Penalty: 718.755432
	Iteration 12Q: 3 clusters Score -178368.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178373.296875 Penalty: 718.755432
	Iteration 13Q: 3 clusters Score -178373.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178378.562500 Penalty: 718.755432
	Iteration 14Q: 3 clusters Score -178378.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178383.687500 Penalty: 718.755432
	Iteration 15Q: 3 clusters Score -178383.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -178389.203125 Penalty: 718.755432
	Iteration 16Q: 3 clusters Score -178389.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178395.062500 Penalty: 718.755432
	Iteration 17Q: 3 clusters Score -178395.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178401.656250 Penalty: 718.755432
	Iteration 18Q: 3 clusters Score -178401.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -178409.859375 Penalty: 718.755432
	Iteration 19Q: 3 clusters Score -178409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178414.203125 Penalty: 718.755432
	Iteration 20F: 3 clusters Score -178414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -178418.203125 Penalty: 718.755432
	Iteration 21Q: 3 clusters Score -178418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178424.234375 Penalty: 718.755432
	Iteration 22Q: 3 clusters Score -178424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -178428.281250 Penalty: 718.755432
	Iteration 23Q: 3 clusters Score -178428.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178434.312500 Penalty: 718.755432
	Iteration 24Q: 3 clusters Score -178434.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -178442.437500 Penalty: 718.755432
	Iteration 25Q: 3 clusters Score -178442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -178447.828125 Penalty: 718.755432
	Iteration 26Q: 3 clusters Score -178447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -178451.875000 Penalty: 718.755432
	Iteration 27Q: 3 clusters Score -178451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -178455.031250 Penalty: 718.755432
	Iteration 28Q: 3 clusters Score -178455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -178459.171875 Penalty: 718.755432
	Iteration 29Q: 3 clusters Score -178459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -178464.125000 Penalty: 718.755432
	Iteration 30Q: 3 clusters Score -178464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -178467.859375 Penalty: 718.755432
	Iteration 31Q: 3 clusters Score -178467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -178468.671875 Penalty: 718.755432
	Iteration 32Q: 3 clusters Score -178468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -178471.250000 Penalty: 718.755432
	Iteration 33Q: 3 clusters Score -178471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -178472.968750 Penalty: 718.755432
	Iteration 34Q: 3 clusters Score -178473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -178475.031250 Penalty: 718.755432
	Iteration 35Q: 3 clusters Score -178475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -178477.125000 Penalty: 718.755432
	Iteration 36Q: 3 clusters Score -178477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -178478.703125 Penalty: 718.755432
	Iteration 37Q: 3 clusters Score -178478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -178479.593750 Penalty: 718.755432
	Iteration 38Q: 3 clusters Score -178479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -178481.203125 Penalty: 718.755432
	Iteration 39Q: 3 clusters Score -178481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -178483.203125 Penalty: 718.755432
	Iteration 40F: 3 clusters Score -178483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -178484.296875 Penalty: 718.755432
	Iteration 41Q: 3 clusters Score -178484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -178486.234375 Penalty: 718.755432
	Iteration 42Q: 3 clusters Score -178486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -178487.031250 Penalty: 718.755432
	Iteration 43Q: 3 clusters Score -178487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178488.484375 Penalty: 718.755432
	Iteration 44Q: 3 clusters Score -178488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -178489.375000 Penalty: 718.755432
	Iteration 45Q: 3 clusters Score -178489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -178490.203125 Penalty: 718.755432
	Iteration 46Q: 3 clusters Score -178490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -178491.156250 Penalty: 718.755432
	Iteration 47Q: 3 clusters Score -178491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -178491.500000 Penalty: 718.755432
	Iteration 48Q: 3 clusters Score -178491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -178491.500000 Penalty: 718.755432
	Iteration 49F: 3 clusters Score -178491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -338932.250000 Penalty: 393.302094
	Iteration 0F: 2 clusters Score -338932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -335138.250000 Penalty: 786.604187
	Iteration 0F: 3 clusters Score -335138.2 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -336750.750000 Penalty: 786.604187
	Iteration 1F: 3 clusters Score -336750.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -337086.031250 Penalty: 786.604187
	Iteration 2F: 3 clusters Score -337086 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -337471.218750 Penalty: 786.604187
	Iteration 3F: 3 clusters Score -337471.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -337860.156250 Penalty: 786.604187
	Iteration 4F: 3 clusters Score -337860.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -338224.875000 Penalty: 786.604187
	Iteration 5F: 3 clusters Score -338224.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -338446.718750 Penalty: 786.604187
	Iteration 6F: 3 clusters Score -338446.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -338580.500000 Penalty: 786.604187
	Iteration 7Q: 3 clusters Score -338580.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -338661.281250 Penalty: 786.604187
	Iteration 8Q: 3 clusters Score -338661.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -338736.187500 Penalty: 786.604187
	Iteration 9Q: 3 clusters Score -338736.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -338797.125000 Penalty: 786.604187
	Iteration 10Q: 3 clusters Score -338797.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -338827.250000 Penalty: 786.604187
	Iteration 11Q: 3 clusters Score -338827.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -338845.343750 Penalty: 786.604187
	Iteration 12Q: 3 clusters Score -338845.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -338853.531250 Penalty: 786.604187
	Iteration 13Q: 3 clusters Score -338853.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -338858.000000 Penalty: 786.604187
	Iteration 14Q: 3 clusters Score -338858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -338859.531250 Penalty: 786.604187
	Iteration 15Q: 3 clusters Score -338859.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -338860.843750 Penalty: 786.604187
	Iteration 16Q: 3 clusters Score -338860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -338861.281250 Penalty: 786.604187
	Iteration 17Q: 3 clusters Score -338861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -338862.531250 Penalty: 786.604187
	Iteration 18Q: 3 clusters Score -338862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -338864.312500 Penalty: 786.604187
	Iteration 19Q: 3 clusters Score -338864.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -338864.750000 Penalty: 786.604187
	Iteration 20F: 3 clusters Score -338864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -338866.281250 Penalty: 786.604187
	Iteration 21Q: 3 clusters Score -338866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -338866.968750 Penalty: 786.604187
	Iteration 22Q: 3 clusters Score -338867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338868.187500 Penalty: 786.604187
	Iteration 23Q: 3 clusters Score -338868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338869.281250 Penalty: 786.604187
	Iteration 24Q: 3 clusters Score -338869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -338870.500000 Penalty: 786.604187
	Iteration 25Q: 3 clusters Score -338870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338870.531250 Penalty: 786.604187
	Iteration 26Q: 3 clusters Score -338870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -338869.812500 Penalty: 786.604187
	Iteration 27Q: 3 clusters Score -338869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -338871.375000 Penalty: 786.604187
	Iteration 28Q: 3 clusters Score -338871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -338871.593750 Penalty: 786.604187
	Iteration 29Q: 3 clusters Score -338871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -338871.687500 Penalty: 786.604187
	Iteration 30Q: 3 clusters Score -338871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -338871.937500 Penalty: 786.604187
	Iteration 31Q: 3 clusters Score -338871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -338871.937500 Penalty: 786.604187
	Iteration 32F: 3 clusters Score -338871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Entering Unmasked Estep 
Score: -3277498.000000 Penalty: 493.600647
	Iteration 0F: 2 clusters Score -3277498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3243118.500000 Penalty: 987.201294
	Iteration 0F: 3 clusters Score -3243118 nChanged 24803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3257881.500000 Penalty: 987.201294
	Iteration 1F: 3 clusters Score -3257882 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3258584.250000 Penalty: 987.201294
	Iteration 2Q: 3 clusters Score -3258584 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3259587.500000 Penalty: 987.201294
	Iteration 3F: 3 clusters Score -3259588 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3261080.500000 Penalty: 987.201294
	Iteration 4F: 3 clusters Score -3261080 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3263341.500000 Penalty: 987.201294
	Iteration 5F: 3 clusters Score -3263342 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3266383.250000 Penalty: 987.201294
	Iteration 6F: 3 clusters Score -3266383 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3269859.250000 Penalty: 987.201294
	Iteration 7F: 3 clusters Score -3269859 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3272976.750000 Penalty: 987.201294
	Iteration 8F: 3 clusters Score -3272977 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3275096.000000 Penalty: 987.201294
	Iteration 9Q: 3 clusters Score -3275096 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3276231.000000 Penalty: 987.201294
	Iteration 10Q: 3 clusters Score -3276231 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3276726.000000 Penalty: 987.201294
	Iteration 11Q: 3 clusters Score -3276726 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3276907.500000 Penalty: 987.201294
	Iteration 12Q: 3 clusters Score -3276908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3276975.250000 Penalty: 987.201294
	Iteration 13Q: 3 clusters Score -3276975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3277020.750000 Penalty: 987.201294
	Iteration 14Q: 3 clusters Score -3277021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3277045.250000 Penalty: 987.201294
	Iteration 15Q: 3 clusters Score -3277045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3277059.000000 Penalty: 987.201294
	Iteration 16Q: 3 clusters Score -3277059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3277070.500000 Penalty: 987.201294
	Iteration 17Q: 3 clusters Score -3277070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3277076.500000 Penalty: 987.201294
	Iteration 18Q: 3 clusters Score -3277076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3277078.500000 Penalty: 987.201294
	Iteration 19Q: 3 clusters Score -3277078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -3277081.250000 Penalty: 987.201294
	Iteration 20F: 3 clusters Score -3277081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3277078.250000 Penalty: 987.201294
	Iteration 21Q: 3 clusters Score -3277078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3277078.250000 Penalty: 987.201294
	Iteration 22F: 3 clusters Score -3277078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -109099.812500 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -109099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -107852.890625 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -107852.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -108290.468750 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -108290.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108387.460938 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -108387.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108482.523438 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -108482.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108589.648438 Penalty: 677.692322
	Iteration 4F: 3 clusters Score -108589.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108685.960938 Penalty: 677.692322
	Iteration 5F: 3 clusters Score -108686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108732.234375 Penalty: 677.692322
	Iteration 6Q: 3 clusters Score -108732.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -108785.367188 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -108785.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108811.015625 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -108811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -108826.976562 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -108827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -108836.609375 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -108836.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -108842.242188 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -108842.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -108847.804688 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -108847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -108851.773438 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -108851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -108855.773438 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -108855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -108858.101562 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -108858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -108860.820312 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -108860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -108868.648438 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -108868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -108873.140625 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -108873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -108876.968750 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -108877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -108879.945312 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -108879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -108881.921875 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -108881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -108884.609375 Penalty: 677.692322
	Iteration 22Q: 3 clusters Score -108884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -108887.054688 Penalty: 677.692322
	Iteration 23Q: 3 clusters Score -108887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -108892.789062 Penalty: 677.692322
	Iteration 24Q: 3 clusters Score -108892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -108895.890625 Penalty: 677.692322
	Iteration 25Q: 3 clusters Score -108895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -108896.343750 Penalty: 677.692322
	Iteration 26Q: 3 clusters Score -108896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -108897.570312 Penalty: 677.692322
	Iteration 27Q: 3 clusters Score -108897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -108897.570312 Penalty: 677.692322
	Iteration 28F: 3 clusters Score -108897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Entering Unmasked Estep 
Score: -698609.937500 Penalty: 423.650482
	Iteration 0F: 2 clusters Score -698609.9 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 5495 members 
Entering Unmasked Estep 
Score: -691196.375000 Penalty: 847.300964
	Iteration 0F: 3 clusters Score -691196.4 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -694525.812500 Penalty: 847.300964
	Iteration 1F: 3 clusters Score -694525.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -695156.500000 Penalty: 847.300964
	Iteration 2F: 3 clusters Score -695156.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -695998.750000 Penalty: 847.300964
	Iteration 3F: 3 clusters Score -695998.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -696888.625000 Penalty: 847.300964
	Iteration 4F: 3 clusters Score -696888.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -697579.562500 Penalty: 847.300964
	Iteration 5F: 3 clusters Score -697579.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -697888.687500 Penalty: 847.300964
	Iteration 6Q: 3 clusters Score -697888.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -698040.562500 Penalty: 847.300964
	Iteration 7Q: 3 clusters Score -698040.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -698139.250000 Penalty: 847.300964
	Iteration 8Q: 3 clusters Score -698139.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -698210.125000 Penalty: 847.300964
	Iteration 9Q: 3 clusters Score -698210.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -698253.875000 Penalty: 847.300964
	Iteration 10Q: 3 clusters Score -698253.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -698281.687500 Penalty: 847.300964
	Iteration 11Q: 3 clusters Score -698281.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -698296.625000 Penalty: 847.300964
	Iteration 12Q: 3 clusters Score -698296.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -698305.562500 Penalty: 847.300964
	Iteration 13Q: 3 clusters Score -698305.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -698313.187500 Penalty: 847.300964
	Iteration 14Q: 3 clusters Score -698313.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -698317.687500 Penalty: 847.300964
	Iteration 15Q: 3 clusters Score -698317.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -698322.125000 Penalty: 847.300964
	Iteration 16Q: 3 clusters Score -698322.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -698326.000000 Penalty: 847.300964
	Iteration 17Q: 3 clusters Score -698326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -698326.312500 Penalty: 847.300964
	Iteration 18Q: 3 clusters Score -698326.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -698328.500000 Penalty: 847.300964
	Iteration 19Q: 3 clusters Score -698328.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -698332.187500 Penalty: 847.300964
	Iteration 20F: 3 clusters Score -698332.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -698334.125000 Penalty: 847.300964
	Iteration 21Q: 3 clusters Score -698334.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -698334.937500 Penalty: 847.300964
	Iteration 22Q: 3 clusters Score -698334.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -698338.750000 Penalty: 847.300964
	Iteration 23Q: 3 clusters Score -698338.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -698339.250000 Penalty: 847.300964
	Iteration 24Q: 3 clusters Score -698339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -698338.687500 Penalty: 847.300964
	Iteration 25Q: 3 clusters Score -698338.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -698340.687500 Penalty: 847.300964
	Iteration 26Q: 3 clusters Score -698340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -698341.500000 Penalty: 847.300964
	Iteration 27Q: 3 clusters Score -698341.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -698340.750000 Penalty: 847.300964
	Iteration 28Q: 3 clusters Score -698340.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -698343.062500 Penalty: 847.300964
	Iteration 29Q: 3 clusters Score -698343.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -698343.000000 Penalty: 847.300964
	Iteration 30Q: 3 clusters Score -698343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -698343.500000 Penalty: 847.300964
	Iteration 31Q: 3 clusters Score -698343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -698342.375000 Penalty: 847.300964
	Iteration 32Q: 3 clusters Score -698342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -698344.375000 Penalty: 847.300964
	Iteration 33Q: 3 clusters Score -698344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -698344.250000 Penalty: 847.300964
	Iteration 34Q: 3 clusters Score -698344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -698344.562500 Penalty: 847.300964
	Iteration 35Q: 3 clusters Score -698344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -698343.375000 Penalty: 847.300964
	Iteration 36Q: 3 clusters Score -698343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -698343.750000 Penalty: 847.300964
	Iteration 37Q: 3 clusters Score -698343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -698346.187500 Penalty: 847.300964
	Iteration 38Q: 3 clusters Score -698346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -698346.562500 Penalty: 847.300964
	Iteration 39Q: 3 clusters Score -698346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -698345.562500 Penalty: 847.300964
	Iteration 40F: 3 clusters Score -698345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -698344.312500 Penalty: 847.300964
	Iteration 41Q: 3 clusters Score -698344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -698343.375000 Penalty: 847.300964
	Iteration 42Q: 3 clusters Score -698343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -698344.125000 Penalty: 847.300964
	Iteration 43Q: 3 clusters Score -698344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -698344.750000 Penalty: 847.300964
	Iteration 44Q: 3 clusters Score -698344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -698345.375000 Penalty: 847.300964
	Iteration 45Q: 3 clusters Score -698345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -698345.375000 Penalty: 847.300964
	Iteration 46Q: 3 clusters Score -698345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -698344.875000 Penalty: 847.300964
	Iteration 47Q: 3 clusters Score -698344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -698344.500000 Penalty: 847.300964
	Iteration 48Q: 3 clusters Score -698344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -698344.187500 Penalty: 847.300964
	Iteration 49Q: 3 clusters Score -698344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -698344.187500 Penalty: 847.300964
	Iteration 50F: 3 clusters Score -698344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4472.167969 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4472.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4333.224121 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4333.224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4427.785645 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4427.786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4457.848145 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4457.848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4472.146973 Penalty: 438.645630
	Iteration 3F: 3 clusters Score -4472.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4480.400391 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4481.630371 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -4481.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4481.630371 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -4481.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 33923 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 85431 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 44138 members 
Mstep: Class 12 contains 41952 members 
Mstep: Class 13 contains 41337 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 51450 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11059 members 
Mstep: Class 24 contains 87 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 51147 members 
Mstep: Class 28 contains 88266 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 46120 members 
Mstep: Class 31 contains 18727 members 
Mstep: Class 32 contains 37 members 
Entering Unmasked Estep 
Score: -42236544.000000 Penalty: 19589.250000
Splitting cluster 24 changes total score from -42236976.000000 to -42236544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -47650.820312 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -47650.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46935.707031 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -46935.71 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47159.507812 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -47159.51 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47227.132812 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -47227.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47282.070312 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -47282.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47328.070312 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -47328.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -47376.250000 Penalty: 612.196289
	Iteration 5F: 3 clusters Score -47376.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47420.546875 Penalty: 612.196289
	Iteration 6F: 3 clusters Score -47420.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47460.785156 Penalty: 612.196289
	Iteration 7F: 3 clusters Score -47460.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47488.886719 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -47488.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47511.914062 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -47511.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -47532.660156 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -47532.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47542.773438 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -47542.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -47548.375000 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -47548.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47549.625000 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -47549.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47550.324219 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -47550.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47550.324219 Penalty: 612.196289
	Iteration 15F: 3 clusters Score -47550.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -188810.062500 Penalty: 362.700104
	Iteration 0F: 2 clusters Score -188810.1 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 1364 members 
Entering Unmasked Estep 
Score: -186862.578125 Penalty: 725.400208
	Iteration 0F: 3 clusters Score -186862.6 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -187590.046875 Penalty: 725.400208
	Iteration 1F: 3 clusters Score -187590 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187710.562500 Penalty: 725.400208
	Iteration 2F: 3 clusters Score -187710.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -187804.843750 Penalty: 725.400208
	Iteration 3F: 3 clusters Score -187804.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187908.140625 Penalty: 725.400208
	Iteration 4Q: 3 clusters Score -187908.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -188042.937500 Penalty: 725.400208
	Iteration 5F: 3 clusters Score -188042.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188159.906250 Penalty: 725.400208
	Iteration 6Q: 3 clusters Score -188159.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -188242.984375 Penalty: 725.400208
	Iteration 7Q: 3 clusters Score -188243 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -188299.171875 Penalty: 725.400208
	Iteration 8Q: 3 clusters Score -188299.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -188332.906250 Penalty: 725.400208
	Iteration 9Q: 3 clusters Score -188332.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -188363.187500 Penalty: 725.400208
	Iteration 10Q: 3 clusters Score -188363.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -188386.765625 Penalty: 725.400208
	Iteration 11Q: 3 clusters Score -188386.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -188414.671875 Penalty: 725.400208
	Iteration 12Q: 3 clusters Score -188414.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -188434.500000 Penalty: 725.400208
	Iteration 13Q: 3 clusters Score -188434.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -188447.671875 Penalty: 725.400208
	Iteration 14Q: 3 clusters Score -188447.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -188465.359375 Penalty: 725.400208
	Iteration 15Q: 3 clusters Score -188465.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -188483.796875 Penalty: 725.400208
	Iteration 16Q: 3 clusters Score -188483.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -188494.078125 Penalty: 725.400208
	Iteration 17Q: 3 clusters Score -188494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -188499.281250 Penalty: 725.400208
	Iteration 18Q: 3 clusters Score -188499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -188503.906250 Penalty: 725.400208
	Iteration 19Q: 3 clusters Score -188503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -188507.156250 Penalty: 725.400208
	Iteration 20F: 3 clusters Score -188507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -188510.000000 Penalty: 725.400208
	Iteration 21Q: 3 clusters Score -188510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -188514.625000 Penalty: 725.400208
	Iteration 22Q: 3 clusters Score -188514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -188516.531250 Penalty: 725.400208
	Iteration 23Q: 3 clusters Score -188516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -188517.781250 Penalty: 725.400208
	Iteration 24Q: 3 clusters Score -188517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -188517.781250 Penalty: 725.400208
	Iteration 25F: 3 clusters Score -188517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (51147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Entering Unmasked Estep 
Score: -3218935.000000 Penalty: 493.331879
	Iteration 0F: 2 clusters Score -3218935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3184691.000000 Penalty: 986.663757
	Iteration 0F: 3 clusters Score -3184691 nChanged 24801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3199878.250000 Penalty: 986.663757
	Iteration 1F: 3 clusters Score -3199878 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3201014.000000 Penalty: 986.663757
	Iteration 2F: 3 clusters Score -3201014 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3202673.000000 Penalty: 986.663757
	Iteration 3F: 3 clusters Score -3202673 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -3205274.500000 Penalty: 986.663757
	Iteration 4F: 3 clusters Score -3205274 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -3208798.000000 Penalty: 986.663757
	Iteration 5F: 3 clusters Score -3208798 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -3212193.750000 Penalty: 986.663757
	Iteration 6F: 3 clusters Score -3212194 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -3214212.250000 Penalty: 986.663757
	Iteration 7Q: 3 clusters Score -3214212 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -3215250.750000 Penalty: 986.663757
	Iteration 8Q: 3 clusters Score -3215251 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -3215891.250000 Penalty: 986.663757
	Iteration 9Q: 3 clusters Score -3215891 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -3216287.750000 Penalty: 986.663757
	Iteration 10Q: 3 clusters Score -3216288 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -3216606.250000 Penalty: 986.663757
	Iteration 11Q: 3 clusters Score -3216606 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -3216842.000000 Penalty: 986.663757
	Iteration 12Q: 3 clusters Score -3216842 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -3217012.500000 Penalty: 986.663757
	Iteration 13Q: 3 clusters Score -3217012 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -3217166.500000 Penalty: 986.663757
	Iteration 14Q: 3 clusters Score -3217166 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -3217321.000000 Penalty: 986.663757
	Iteration 15Q: 3 clusters Score -3217321 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -3217455.250000 Penalty: 986.663757
	Iteration 16Q: 3 clusters Score -3217455 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -3217564.750000 Penalty: 986.663757
	Iteration 17Q: 3 clusters Score -3217565 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -3217648.000000 Penalty: 986.663757
	Iteration 18Q: 3 clusters Score -3217648 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -3217744.250000 Penalty: 986.663757
	Iteration 19Q: 3 clusters Score -3217744 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -3217823.500000 Penalty: 986.663757
	Iteration 20F: 3 clusters Score -3217824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -3217883.500000 Penalty: 986.663757
	Iteration 21Q: 3 clusters Score -3217884 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -3217942.250000 Penalty: 986.663757
	Iteration 22Q: 3 clusters Score -3217942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -3217993.750000 Penalty: 986.663757
	Iteration 23Q: 3 clusters Score -3217994 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -3218035.750000 Penalty: 986.663757
	Iteration 24Q: 3 clusters Score -3218036 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -3218081.750000 Penalty: 986.663757
	Iteration 25Q: 3 clusters Score -3218082 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -3218128.500000 Penalty: 986.663757
	Iteration 26Q: 3 clusters Score -3218128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -3218178.250000 Penalty: 986.663757
	Iteration 27Q: 3 clusters Score -3218178 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -3218202.250000 Penalty: 986.663757
	Iteration 28Q: 3 clusters Score -3218202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -3218218.250000 Penalty: 986.663757
	Iteration 29Q: 3 clusters Score -3218218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -3218239.250000 Penalty: 986.663757
	Iteration 30Q: 3 clusters Score -3218239 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -3218270.000000 Penalty: 986.663757
	Iteration 31Q: 3 clusters Score -3218270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -3218282.750000 Penalty: 986.663757
	Iteration 32Q: 3 clusters Score -3218283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -3218301.750000 Penalty: 986.663757
	Iteration 33Q: 3 clusters Score -3218302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -3218322.500000 Penalty: 986.663757
	Iteration 34Q: 3 clusters Score -3218322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -3218348.250000 Penalty: 986.663757
	Iteration 35Q: 3 clusters Score -3218348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -3218377.500000 Penalty: 986.663757
	Iteration 36Q: 3 clusters Score -3218378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -3218401.750000 Penalty: 986.663757
	Iteration 37Q: 3 clusters Score -3218402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -3218424.250000 Penalty: 986.663757
	Iteration 38Q: 3 clusters Score -3218424 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -3218443.000000 Penalty: 986.663757
	Iteration 39Q: 3 clusters Score -3218443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -3218460.750000 Penalty: 986.663757
	Iteration 40F: 3 clusters Score -3218461 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -3218482.000000 Penalty: 986.663757
	Iteration 41Q: 3 clusters Score -3218482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -3218500.500000 Penalty: 986.663757
	Iteration 42Q: 3 clusters Score -3218500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -3218513.750000 Penalty: 986.663757
	Iteration 43Q: 3 clusters Score -3218514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -3218519.000000 Penalty: 986.663757
	Iteration 44Q: 3 clusters Score -3218519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -3218538.750000 Penalty: 986.663757
	Iteration 45Q: 3 clusters Score -3218539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -3218546.000000 Penalty: 986.663757
	Iteration 46Q: 3 clusters Score -3218546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -3218554.500000 Penalty: 986.663757
	Iteration 47Q: 3 clusters Score -3218554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -3218564.750000 Penalty: 986.663757
	Iteration 48Q: 3 clusters Score -3218565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -3218573.250000 Penalty: 986.663757
	Iteration 49Q: 3 clusters Score -3218573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -3218581.000000 Penalty: 986.663757
	Iteration 50Q: 3 clusters Score -3218581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -3218597.000000 Penalty: 986.663757
	Iteration 51Q: 3 clusters Score -3218597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -3218600.750000 Penalty: 986.663757
	Iteration 52Q: 3 clusters Score -3218601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -3218610.000000 Penalty: 986.663757
	Iteration 53Q: 3 clusters Score -3218610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -3218618.250000 Penalty: 986.663757
	Iteration 54Q: 3 clusters Score -3218618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -3218624.250000 Penalty: 986.663757
	Iteration 55Q: 3 clusters Score -3218624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -3218625.500000 Penalty: 986.663757
	Iteration 56Q: 3 clusters Score -3218626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -3218632.250000 Penalty: 986.663757
	Iteration 57Q: 3 clusters Score -3218632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -3218632.750000 Penalty: 986.663757
	Iteration 58Q: 3 clusters Score -3218633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -3218630.000000 Penalty: 986.663757
	Iteration 59Q: 3 clusters Score -3218630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -3218638.250000 Penalty: 986.663757
	Iteration 60F: 3 clusters Score -3218638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -3218642.750000 Penalty: 986.663757
	Iteration 61Q: 3 clusters Score -3218643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -3218647.000000 Penalty: 986.663757
	Iteration 62Q: 3 clusters Score -3218647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -3218651.500000 Penalty: 986.663757
	Iteration 63Q: 3 clusters Score -3218652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -3218657.250000 Penalty: 986.663757
	Iteration 64Q: 3 clusters Score -3218657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -3218656.500000 Penalty: 986.663757
	Iteration 65Q: 3 clusters Score -3218656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -3218653.250000 Penalty: 986.663757
	Iteration 66Q: 3 clusters Score -3218653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -3218659.250000 Penalty: 986.663757
	Iteration 67Q: 3 clusters Score -3218659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -3218658.000000 Penalty: 986.663757
	Iteration 68Q: 3 clusters Score -3218658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -3218661.500000 Penalty: 986.663757
	Iteration 69Q: 3 clusters Score -3218662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -3218660.000000 Penalty: 986.663757
	Iteration 70Q: 3 clusters Score -3218660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -3218666.250000 Penalty: 986.663757
	Iteration 71Q: 3 clusters Score -3218666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -3218672.000000 Penalty: 986.663757
	Iteration 72Q: 3 clusters Score -3218672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -3218674.500000 Penalty: 986.663757
	Iteration 73Q: 3 clusters Score -3218674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -3218676.750000 Penalty: 986.663757
	Iteration 74Q: 3 clusters Score -3218677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -3218678.750000 Penalty: 986.663757
	Iteration 75Q: 3 clusters Score -3218679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -3218678.000000 Penalty: 986.663757
	Iteration 76Q: 3 clusters Score -3218678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -3218681.500000 Penalty: 986.663757
	Iteration 77Q: 3 clusters Score -3218682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -3218685.500000 Penalty: 986.663757
	Iteration 78Q: 3 clusters Score -3218686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -3218684.000000 Penalty: 986.663757
	Iteration 79Q: 3 clusters Score -3218684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -3218689.250000 Penalty: 986.663757
	Iteration 80F: 3 clusters Score -3218689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -3218693.500000 Penalty: 986.663757
	Iteration 81Q: 3 clusters Score -3218694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -3218698.500000 Penalty: 986.663757
	Iteration 82Q: 3 clusters Score -3218698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3218696.000000 Penalty: 986.663757
	Iteration 83Q: 3 clusters Score -3218696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -3218697.000000 Penalty: 986.663757
	Iteration 84Q: 3 clusters Score -3218697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -3218699.500000 Penalty: 986.663757
	Iteration 85Q: 3 clusters Score -3218700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3218699.500000 Penalty: 986.663757
	Iteration 86Q: 3 clusters Score -3218700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3218698.000000 Penalty: 986.663757
	Iteration 87Q: 3 clusters Score -3218698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -3218703.000000 Penalty: 986.663757
	Iteration 88Q: 3 clusters Score -3218703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -3218703.750000 Penalty: 986.663757
	Iteration 89Q: 3 clusters Score -3218704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -3218703.750000 Penalty: 986.663757
	Iteration 90Q: 3 clusters Score -3218704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -3218705.500000 Penalty: 986.663757
	Iteration 91Q: 3 clusters Score -3218706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -3218705.000000 Penalty: 986.663757
	Iteration 92Q: 3 clusters Score -3218705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -3218703.750000 Penalty: 986.663757
	Iteration 93Q: 3 clusters Score -3218704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -3218702.250000 Penalty: 986.663757
	Iteration 94Q: 3 clusters Score -3218702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218705.750000 Penalty: 986.663757
	Iteration 95Q: 3 clusters Score -3218706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218707.250000 Penalty: 986.663757
	Iteration 96Q: 3 clusters Score -3218707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218705.500000 Penalty: 986.663757
	Iteration 97Q: 3 clusters Score -3218706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -3218709.500000 Penalty: 986.663757
	Iteration 98Q: 3 clusters Score -3218710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -3218708.000000 Penalty: 986.663757
	Iteration 99Q: 3 clusters Score -3218708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -3218705.500000 Penalty: 986.663757
	Iteration 100F: 3 clusters Score -3218706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3218706.750000 Penalty: 986.663757
	Iteration 101Q: 3 clusters Score -3218707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218705.250000 Penalty: 986.663757
	Iteration 102Q: 3 clusters Score -3218705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218706.500000 Penalty: 986.663757
	Iteration 103Q: 3 clusters Score -3218706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218706.750000 Penalty: 986.663757
	Iteration 104Q: 3 clusters Score -3218707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -3218708.500000 Penalty: 986.663757
	Iteration 105Q: 3 clusters Score -3218708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3218706.750000 Penalty: 986.663757
	Iteration 106Q: 3 clusters Score -3218707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3218706.750000 Penalty: 986.663757
	Iteration 107F: 3 clusters Score -3218707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (88266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Entering Unmasked Estep 
Score: -5489772.000000 Penalty: 518.158997
	Iteration 0F: 2 clusters Score -5489772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5437600.000000 Penalty: 1036.317993
	Iteration 0F: 3 clusters Score -5437600 nChanged 43036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5464317.500000 Penalty: 1036.317993
	Iteration 1F: 3 clusters Score -5464318 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5467473.500000 Penalty: 1036.317993
	Iteration 2F: 3 clusters Score -5467474 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5472087.500000 Penalty: 1036.317993
	Iteration 3F: 3 clusters Score -5472088 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5477983.500000 Penalty: 1036.317993
	Iteration 4F: 3 clusters Score -5477984 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5483622.000000 Penalty: 1036.317993
	Iteration 5F: 3 clusters Score -5483622 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5487463.000000 Penalty: 1036.317993
	Iteration 6F: 3 clusters Score -5487463 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5489317.000000 Penalty: 1036.317993
	Iteration 7Q: 3 clusters Score -5489317 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5490139.000000 Penalty: 1036.317993
	Iteration 8Q: 3 clusters Score -5490139 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5490493.500000 Penalty: 1036.317993
	Iteration 9Q: 3 clusters Score -5490494 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5490316.500000 Penalty: 1036.317993
	Iteration 10Q: 3 clusters Score -5490316 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5489942.500000 Penalty: 1036.317993
	Iteration 11Q: 3 clusters Score -5489942 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5489762.500000 Penalty: 1036.317993
	Iteration 12Q: 3 clusters Score -5489762 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5489664.500000 Penalty: 1036.317993
	Iteration 13Q: 3 clusters Score -5489664 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5489597.500000 Penalty: 1036.317993
	Iteration 14Q: 3 clusters Score -5489598 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5489681.500000 Penalty: 1036.317993
	Iteration 15Q: 3 clusters Score -5489682 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5489606.000000 Penalty: 1036.317993
	Iteration 16Q: 3 clusters Score -5489606 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5489635.500000 Penalty: 1036.317993
	Iteration 17Q: 3 clusters Score -5489636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5489600.000000 Penalty: 1036.317993
	Iteration 18Q: 3 clusters Score -5489600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5489613.500000 Penalty: 1036.317993
	Iteration 19Q: 3 clusters Score -5489614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5489600.500000 Penalty: 1036.317993
	Iteration 20F: 3 clusters Score -5489600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5489603.000000 Penalty: 1036.317993
	Iteration 21Q: 3 clusters Score -5489603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5489591.500000 Penalty: 1036.317993
	Iteration 22Q: 3 clusters Score -5489592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5489566.000000 Penalty: 1036.317993
	Iteration 23Q: 3 clusters Score -5489566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5489555.500000 Penalty: 1036.317993
	Iteration 24Q: 3 clusters Score -5489556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5489552.500000 Penalty: 1036.317993
	Iteration 25Q: 3 clusters Score -5489552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5489561.000000 Penalty: 1036.317993
	Iteration 26Q: 3 clusters Score -5489561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5489552.000000 Penalty: 1036.317993
	Iteration 27Q: 3 clusters Score -5489552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5489559.000000 Penalty: 1036.317993
	Iteration 28Q: 3 clusters Score -5489559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5489561.000000 Penalty: 1036.317993
	Iteration 29Q: 3 clusters Score -5489561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5489558.000000 Penalty: 1036.317993
	Iteration 30Q: 3 clusters Score -5489558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5489552.500000 Penalty: 1036.317993
	Iteration 31Q: 3 clusters Score -5489552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5489555.000000 Penalty: 1036.317993
	Iteration 32Q: 3 clusters Score -5489555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5489545.500000 Penalty: 1036.317993
	Iteration 33Q: 3 clusters Score -5489546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5489557.500000 Penalty: 1036.317993
	Iteration 34Q: 3 clusters Score -5489558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5489563.000000 Penalty: 1036.317993
	Iteration 35Q: 3 clusters Score -5489563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5489555.500000 Penalty: 1036.317993
	Iteration 36Q: 3 clusters Score -5489556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5489553.000000 Penalty: 1036.317993
	Iteration 37Q: 3 clusters Score -5489553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5489556.000000 Penalty: 1036.317993
	Iteration 38Q: 3 clusters Score -5489556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5489555.500000 Penalty: 1036.317993
	Iteration 39Q: 3 clusters Score -5489556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5489550.500000 Penalty: 1036.317993
	Iteration 40F: 3 clusters Score -5489550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5489547.500000 Penalty: 1036.317993
	Iteration 41Q: 3 clusters Score -5489548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5489550.000000 Penalty: 1036.317993
	Iteration 42Q: 3 clusters Score -5489550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5489550.000000 Penalty: 1036.317993
	Iteration 43Q: 3 clusters Score -5489550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5489549.000000 Penalty: 1036.317993
	Iteration 44Q: 3 clusters Score -5489549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5489558.500000 Penalty: 1036.317993
	Iteration 45Q: 3 clusters Score -5489558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5489543.500000 Penalty: 1036.317993
	Iteration 46Q: 3 clusters Score -5489544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5489541.000000 Penalty: 1036.317993
	Iteration 47Q: 3 clusters Score -5489541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5489549.000000 Penalty: 1036.317993
	Iteration 48Q: 3 clusters Score -5489549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5489549.000000 Penalty: 1036.317993
	Iteration 49F: 3 clusters Score -5489549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Entering Unmasked Estep 
Score: -2862489.000000 Penalty: 486.320862
	Iteration 0F: 2 clusters Score -2862489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2834099.750000 Penalty: 972.641724
	Iteration 0F: 3 clusters Score -2834100 nChanged 21253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2847547.750000 Penalty: 972.641724
	Iteration 1F: 3 clusters Score -2847548 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2849128.750000 Penalty: 972.641724
	Iteration 2F: 3 clusters Score -2849129 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -2851357.500000 Penalty: 972.641724
	Iteration 3F: 3 clusters Score -2851358 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -2854008.000000 Penalty: 972.641724
	Iteration 4F: 3 clusters Score -2854008 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -2856013.500000 Penalty: 972.641724
	Iteration 5F: 3 clusters Score -2856014 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -2856712.250000 Penalty: 972.641724
	Iteration 6Q: 3 clusters Score -2856712 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -2856909.750000 Penalty: 972.641724
	Iteration 7Q: 3 clusters Score -2856910 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -2857024.250000 Penalty: 972.641724
	Iteration 8Q: 3 clusters Score -2857024 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -2857154.750000 Penalty: 972.641724
	Iteration 9Q: 3 clusters Score -2857155 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -2857242.250000 Penalty: 972.641724
	Iteration 10Q: 3 clusters Score -2857242 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -2857328.250000 Penalty: 972.641724
	Iteration 11Q: 3 clusters Score -2857328 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -2857415.750000 Penalty: 972.641724
	Iteration 12Q: 3 clusters Score -2857416 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2857515.250000 Penalty: 972.641724
	Iteration 13Q: 3 clusters Score -2857515 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -2857627.500000 Penalty: 972.641724
	Iteration 14Q: 3 clusters Score -2857628 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2857745.500000 Penalty: 972.641724
	Iteration 15Q: 3 clusters Score -2857746 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -2857868.500000 Penalty: 972.641724
	Iteration 16Q: 3 clusters Score -2857868 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2857964.000000 Penalty: 972.641724
	Iteration 17Q: 3 clusters Score -2857964 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -2858073.750000 Penalty: 972.641724
	Iteration 18Q: 3 clusters Score -2858074 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -2858182.000000 Penalty: 972.641724
	Iteration 19Q: 3 clusters Score -2858182 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -2858300.000000 Penalty: 972.641724
	Iteration 20F: 3 clusters Score -2858300 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -2858404.000000 Penalty: 972.641724
	Iteration 21Q: 3 clusters Score -2858404 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -2858503.000000 Penalty: 972.641724
	Iteration 22Q: 3 clusters Score -2858503 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -2858616.000000 Penalty: 972.641724
	Iteration 23Q: 3 clusters Score -2858616 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2858733.250000 Penalty: 972.641724
	Iteration 24Q: 3 clusters Score -2858733 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -2858821.000000 Penalty: 972.641724
	Iteration 25Q: 3 clusters Score -2858821 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2858921.750000 Penalty: 972.641724
	Iteration 26Q: 3 clusters Score -2858922 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2858979.000000 Penalty: 972.641724
	Iteration 27Q: 3 clusters Score -2858979 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -2859041.500000 Penalty: 972.641724
	Iteration 28Q: 3 clusters Score -2859042 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2859091.250000 Penalty: 972.641724
	Iteration 29Q: 3 clusters Score -2859091 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2859123.000000 Penalty: 972.641724
	Iteration 30Q: 3 clusters Score -2859123 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -2859170.750000 Penalty: 972.641724
	Iteration 31Q: 3 clusters Score -2859171 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -2859195.000000 Penalty: 972.641724
	Iteration 32Q: 3 clusters Score -2859195 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2859211.000000 Penalty: 972.641724
	Iteration 33Q: 3 clusters Score -2859211 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2859222.000000 Penalty: 972.641724
	Iteration 34Q: 3 clusters Score -2859222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -2859244.250000 Penalty: 972.641724
	Iteration 35Q: 3 clusters Score -2859244 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -2859247.750000 Penalty: 972.641724
	Iteration 36Q: 3 clusters Score -2859248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -2859255.250000 Penalty: 972.641724
	Iteration 37Q: 3 clusters Score -2859255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -2859268.750000 Penalty: 972.641724
	Iteration 38Q: 3 clusters Score -2859269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2859278.250000 Penalty: 972.641724
	Iteration 39Q: 3 clusters Score -2859278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -2859286.750000 Penalty: 972.641724
	Iteration 40F: 3 clusters Score -2859287 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2859300.500000 Penalty: 972.641724
	Iteration 41Q: 3 clusters Score -2859300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -2859297.750000 Penalty: 972.641724
	Iteration 42Q: 3 clusters Score -2859298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2859297.500000 Penalty: 972.641724
	Iteration 43Q: 3 clusters Score -2859298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2859283.250000 Penalty: 972.641724
	Iteration 44Q: 3 clusters Score -2859283 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -2859283.000000 Penalty: 972.641724
	Iteration 45Q: 3 clusters Score -2859283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2859292.750000 Penalty: 972.641724
	Iteration 46Q: 3 clusters Score -2859293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -2859289.000000 Penalty: 972.641724
	Iteration 47Q: 3 clusters Score -2859289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -2859292.500000 Penalty: 972.641724
	Iteration 48Q: 3 clusters Score -2859292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -2859295.000000 Penalty: 972.641724
	Iteration 49Q: 3 clusters Score -2859295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2859291.000000 Penalty: 972.641724
	Iteration 50Q: 3 clusters Score -2859291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -2859299.250000 Penalty: 972.641724
	Iteration 51Q: 3 clusters Score -2859299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2859299.750000 Penalty: 972.641724
	Iteration 52Q: 3 clusters Score -2859300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -2859307.000000 Penalty: 972.641724
	Iteration 53Q: 3 clusters Score -2859307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -2859307.000000 Penalty: 972.641724
	Iteration 54Q: 3 clusters Score -2859307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2859308.500000 Penalty: 972.641724
	Iteration 55Q: 3 clusters Score -2859308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2859311.250000 Penalty: 972.641724
	Iteration 56Q: 3 clusters Score -2859311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2859305.500000 Penalty: 972.641724
	Iteration 57Q: 3 clusters Score -2859306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2859314.250000 Penalty: 972.641724
	Iteration 58Q: 3 clusters Score -2859314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2859316.000000 Penalty: 972.641724
	Iteration 59Q: 3 clusters Score -2859316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2859324.000000 Penalty: 972.641724
	Iteration 60F: 3 clusters Score -2859324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2859316.500000 Penalty: 972.641724
	Iteration 61Q: 3 clusters Score -2859316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2859324.000000 Penalty: 972.641724
	Iteration 62Q: 3 clusters Score -2859324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2859323.250000 Penalty: 972.641724
	Iteration 63Q: 3 clusters Score -2859323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2859323.250000 Penalty: 972.641724
	Iteration 64Q: 3 clusters Score -2859323 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2859318.000000 Penalty: 972.641724
	Iteration 65Q: 3 clusters Score -2859318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -2859311.000000 Penalty: 972.641724
	Iteration 66Q: 3 clusters Score -2859311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2859300.500000 Penalty: 972.641724
	Iteration 67Q: 3 clusters Score -2859300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2859295.250000 Penalty: 972.641724
	Iteration 68Q: 3 clusters Score -2859295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2859290.000000 Penalty: 972.641724
	Iteration 69Q: 3 clusters Score -2859290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2859296.250000 Penalty: 972.641724
	Iteration 70Q: 3 clusters Score -2859296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2859297.750000 Penalty: 972.641724
	Iteration 71Q: 3 clusters Score -2859298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2859294.750000 Penalty: 972.641724
	Iteration 72Q: 3 clusters Score -2859295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2859303.000000 Penalty: 972.641724
	Iteration 73Q: 3 clusters Score -2859303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2859303.750000 Penalty: 972.641724
	Iteration 74Q: 3 clusters Score -2859304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2859306.250000 Penalty: 972.641724
	Iteration 75Q: 3 clusters Score -2859306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2859307.500000 Penalty: 972.641724
	Iteration 76Q: 3 clusters Score -2859308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2859309.750000 Penalty: 972.641724
	Iteration 77Q: 3 clusters Score -2859310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2859302.500000 Penalty: 972.641724
	Iteration 78Q: 3 clusters Score -2859302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2859299.500000 Penalty: 972.641724
	Iteration 79Q: 3 clusters Score -2859300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2859300.000000 Penalty: 972.641724
	Iteration 80F: 3 clusters Score -2859300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2859294.000000 Penalty: 972.641724
	Iteration 81Q: 3 clusters Score -2859294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2859295.250000 Penalty: 972.641724
	Iteration 82Q: 3 clusters Score -2859295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2859294.500000 Penalty: 972.641724
	Iteration 83Q: 3 clusters Score -2859294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2859297.500000 Penalty: 972.641724
	Iteration 84Q: 3 clusters Score -2859298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2859298.750000 Penalty: 972.641724
	Iteration 85Q: 3 clusters Score -2859299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -2859298.250000 Penalty: 972.641724
	Iteration 86Q: 3 clusters Score -2859298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -2859294.750000 Penalty: 972.641724
	Iteration 87Q: 3 clusters Score -2859295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2859297.750000 Penalty: 972.641724
	Iteration 88Q: 3 clusters Score -2859298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2859300.250000 Penalty: 972.641724
	Iteration 89Q: 3 clusters Score -2859300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2859298.750000 Penalty: 972.641724
	Iteration 90Q: 3 clusters Score -2859299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2859298.250000 Penalty: 972.641724
	Iteration 91Q: 3 clusters Score -2859298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2859300.000000 Penalty: 972.641724
	Iteration 92Q: 3 clusters Score -2859300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2859299.000000 Penalty: 972.641724
	Iteration 93Q: 3 clusters Score -2859299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2859296.250000 Penalty: 972.641724
	Iteration 94Q: 3 clusters Score -2859296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2859293.250000 Penalty: 972.641724
	Iteration 95Q: 3 clusters Score -2859293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -2859294.500000 Penalty: 972.641724
	Iteration 96Q: 3 clusters Score -2859294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -2859294.250000 Penalty: 972.641724
	Iteration 97Q: 3 clusters Score -2859294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2859295.750000 Penalty: 972.641724
	Iteration 98Q: 3 clusters Score -2859296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2859295.500000 Penalty: 972.641724
	Iteration 99Q: 3 clusters Score -2859296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2859295.500000 Penalty: 972.641724
	Iteration 100F: 3 clusters Score -2859296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Entering Unmasked Estep 
Score: -2980052.500000 Penalty: 488.624603
	Iteration 0F: 2 clusters Score -2980052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2949190.250000 Penalty: 977.249207
	Iteration 0F: 3 clusters Score -2949190 nChanged 22269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2963328.000000 Penalty: 977.249207
	Iteration 1F: 3 clusters Score -2963328 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2964555.500000 Penalty: 977.249207
	Iteration 2F: 3 clusters Score -2964556 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2966591.250000 Penalty: 977.249207
	Iteration 3F: 3 clusters Score -2966591 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2969629.250000 Penalty: 977.249207
	Iteration 4F: 3 clusters Score -2969629 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2972981.750000 Penalty: 977.249207
	Iteration 5F: 3 clusters Score -2972982 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2975397.750000 Penalty: 977.249207
	Iteration 6F: 3 clusters Score -2975398 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2976521.750000 Penalty: 977.249207
	Iteration 7Q: 3 clusters Score -2976522 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2977024.250000 Penalty: 977.249207
	Iteration 8Q: 3 clusters Score -2977024 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2977303.500000 Penalty: 977.249207
	Iteration 9Q: 3 clusters Score -2977304 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2977588.750000 Penalty: 977.249207
	Iteration 10Q: 3 clusters Score -2977589 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2977875.500000 Penalty: 977.249207
	Iteration 11Q: 3 clusters Score -2977876 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2978121.500000 Penalty: 977.249207
	Iteration 12Q: 3 clusters Score -2978122 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2978327.250000 Penalty: 977.249207
	Iteration 13Q: 3 clusters Score -2978327 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2978510.250000 Penalty: 977.249207
	Iteration 14Q: 3 clusters Score -2978510 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2978661.500000 Penalty: 977.249207
	Iteration 15Q: 3 clusters Score -2978662 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2978774.000000 Penalty: 977.249207
	Iteration 16Q: 3 clusters Score -2978774 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2978891.250000 Penalty: 977.249207
	Iteration 17Q: 3 clusters Score -2978891 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2978985.000000 Penalty: 977.249207
	Iteration 18Q: 3 clusters Score -2978985 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2979070.750000 Penalty: 977.249207
	Iteration 19Q: 3 clusters Score -2979071 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2979154.250000 Penalty: 977.249207
	Iteration 20F: 3 clusters Score -2979154 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2979294.000000 Penalty: 977.249207
	Iteration 21Q: 3 clusters Score -2979294 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2979378.250000 Penalty: 977.249207
	Iteration 22Q: 3 clusters Score -2979378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2979437.250000 Penalty: 977.249207
	Iteration 23Q: 3 clusters Score -2979437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2979487.250000 Penalty: 977.249207
	Iteration 24Q: 3 clusters Score -2979487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2979526.000000 Penalty: 977.249207
	Iteration 25Q: 3 clusters Score -2979526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2979578.500000 Penalty: 977.249207
	Iteration 26Q: 3 clusters Score -2979578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2979599.250000 Penalty: 977.249207
	Iteration 27Q: 3 clusters Score -2979599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2979631.250000 Penalty: 977.249207
	Iteration 28Q: 3 clusters Score -2979631 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2979666.500000 Penalty: 977.249207
	Iteration 29Q: 3 clusters Score -2979666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2979685.500000 Penalty: 977.249207
	Iteration 30Q: 3 clusters Score -2979686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2979709.000000 Penalty: 977.249207
	Iteration 31Q: 3 clusters Score -2979709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2979730.750000 Penalty: 977.249207
	Iteration 32Q: 3 clusters Score -2979731 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2979766.000000 Penalty: 977.249207
	Iteration 33Q: 3 clusters Score -2979766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2979790.250000 Penalty: 977.249207
	Iteration 34Q: 3 clusters Score -2979790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2979802.500000 Penalty: 977.249207
	Iteration 35Q: 3 clusters Score -2979802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2979813.000000 Penalty: 977.249207
	Iteration 36Q: 3 clusters Score -2979813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2979820.250000 Penalty: 977.249207
	Iteration 37Q: 3 clusters Score -2979820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2979828.500000 Penalty: 977.249207
	Iteration 38Q: 3 clusters Score -2979828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2979831.000000 Penalty: 977.249207
	Iteration 39Q: 3 clusters Score -2979831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2979836.250000 Penalty: 977.249207
	Iteration 40F: 3 clusters Score -2979836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2979837.750000 Penalty: 977.249207
	Iteration 41Q: 3 clusters Score -2979838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2979842.500000 Penalty: 977.249207
	Iteration 42Q: 3 clusters Score -2979842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2979841.500000 Penalty: 977.249207
	Iteration 43Q: 3 clusters Score -2979842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2979846.500000 Penalty: 977.249207
	Iteration 44Q: 3 clusters Score -2979846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2979850.000000 Penalty: 977.249207
	Iteration 45Q: 3 clusters Score -2979850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2979852.250000 Penalty: 977.249207
	Iteration 46Q: 3 clusters Score -2979852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2979847.000000 Penalty: 977.249207
	Iteration 47Q: 3 clusters Score -2979847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2979843.750000 Penalty: 977.249207
	Iteration 48Q: 3 clusters Score -2979844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2979846.500000 Penalty: 977.249207
	Iteration 49Q: 3 clusters Score -2979846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2979846.500000 Penalty: 977.249207
	Iteration 50Q: 3 clusters Score -2979846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2979847.000000 Penalty: 977.249207
	Iteration 51Q: 3 clusters Score -2979847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2979847.500000 Penalty: 977.249207
	Iteration 52Q: 3 clusters Score -2979848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2979847.500000 Penalty: 977.249207
	Iteration 53Q: 3 clusters Score -2979848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2979845.250000 Penalty: 977.249207
	Iteration 54Q: 3 clusters Score -2979845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2979848.000000 Penalty: 977.249207
	Iteration 55Q: 3 clusters Score -2979848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2979847.000000 Penalty: 977.249207
	Iteration 56Q: 3 clusters Score -2979847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2979846.250000 Penalty: 977.249207
	Iteration 57Q: 3 clusters Score -2979846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2979845.750000 Penalty: 977.249207
	Iteration 58Q: 3 clusters Score -2979846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2979849.000000 Penalty: 977.249207
	Iteration 59Q: 3 clusters Score -2979849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2979849.250000 Penalty: 977.249207
	Iteration 60F: 3 clusters Score -2979849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2979850.250000 Penalty: 977.249207
	Iteration 61Q: 3 clusters Score -2979850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2979850.750000 Penalty: 977.249207
	Iteration 62Q: 3 clusters Score -2979851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2979856.250000 Penalty: 977.249207
	Iteration 63Q: 3 clusters Score -2979856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2979858.000000 Penalty: 977.249207
	Iteration 64Q: 3 clusters Score -2979858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2979860.500000 Penalty: 977.249207
	Iteration 65Q: 3 clusters Score -2979860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2979864.750000 Penalty: 977.249207
	Iteration 66Q: 3 clusters Score -2979865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2979868.000000 Penalty: 977.249207
	Iteration 67Q: 3 clusters Score -2979868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2979868.250000 Penalty: 977.249207
	Iteration 68Q: 3 clusters Score -2979868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2979869.750000 Penalty: 977.249207
	Iteration 69Q: 3 clusters Score -2979870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2979872.500000 Penalty: 977.249207
	Iteration 70Q: 3 clusters Score -2979872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2979875.500000 Penalty: 977.249207
	Iteration 71Q: 3 clusters Score -2979876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2979875.500000 Penalty: 977.249207
	Iteration 72Q: 3 clusters Score -2979876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2979876.000000 Penalty: 977.249207
	Iteration 73Q: 3 clusters Score -2979876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2979876.000000 Penalty: 977.249207
	Iteration 74Q: 3 clusters Score -2979876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2979877.500000 Penalty: 977.249207
	Iteration 75Q: 3 clusters Score -2979878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2979878.000000 Penalty: 977.249207
	Iteration 76Q: 3 clusters Score -2979878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2979876.750000 Penalty: 977.249207
	Iteration 77Q: 3 clusters Score -2979877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2979872.500000 Penalty: 977.249207
	Iteration 78Q: 3 clusters Score -2979872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2979875.000000 Penalty: 977.249207
	Iteration 79Q: 3 clusters Score -2979875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2979874.750000 Penalty: 977.249207
	Iteration 80F: 3 clusters Score -2979875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2979875.750000 Penalty: 977.249207
	Iteration 81Q: 3 clusters Score -2979876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2979875.750000 Penalty: 977.249207
	Iteration 82F: 3 clusters Score -2979876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Entering Unmasked Estep 
Score: -1226118.125000 Penalty: 447.616333
	Iteration 0F: 2 clusters Score -1226118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1213672.625000 Penalty: 895.232666
	Iteration 0F: 3 clusters Score -1213673 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1219325.375000 Penalty: 895.232666
	Iteration 1F: 3 clusters Score -1219325 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1220323.625000 Penalty: 895.232666
	Iteration 2F: 3 clusters Score -1220324 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1221866.375000 Penalty: 895.232666
	Iteration 3F: 3 clusters Score -1221866 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1223624.125000 Penalty: 895.232666
	Iteration 4F: 3 clusters Score -1223624 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1224839.750000 Penalty: 895.232666
	Iteration 5F: 3 clusters Score -1224840 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1225442.625000 Penalty: 895.232666
	Iteration 6Q: 3 clusters Score -1225443 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1225700.375000 Penalty: 895.232666
	Iteration 7Q: 3 clusters Score -1225700 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1225801.250000 Penalty: 895.232666
	Iteration 8Q: 3 clusters Score -1225801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1225841.750000 Penalty: 895.232666
	Iteration 9Q: 3 clusters Score -1225842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1225863.875000 Penalty: 895.232666
	Iteration 10Q: 3 clusters Score -1225864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1225876.375000 Penalty: 895.232666
	Iteration 11Q: 3 clusters Score -1225876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1225890.375000 Penalty: 895.232666
	Iteration 12Q: 3 clusters Score -1225890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1225901.500000 Penalty: 895.232666
	Iteration 13Q: 3 clusters Score -1225902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1225906.375000 Penalty: 895.232666
	Iteration 14Q: 3 clusters Score -1225906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1225911.000000 Penalty: 895.232666
	Iteration 15Q: 3 clusters Score -1225911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1225911.750000 Penalty: 895.232666
	Iteration 16Q: 3 clusters Score -1225912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1225915.000000 Penalty: 895.232666
	Iteration 17Q: 3 clusters Score -1225915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1225915.000000 Penalty: 895.232666
	Iteration 18Q: 3 clusters Score -1225915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1225915.500000 Penalty: 895.232666
	Iteration 19Q: 3 clusters Score -1225916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1225915.875000 Penalty: 895.232666
	Iteration 20F: 3 clusters Score -1225916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1225915.625000 Penalty: 895.232666
	Iteration 21Q: 3 clusters Score -1225916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1225915.375000 Penalty: 895.232666
	Iteration 22Q: 3 clusters Score -1225915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1225914.500000 Penalty: 895.232666
	Iteration 23Q: 3 clusters Score -1225914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1225914.500000 Penalty: 895.232666
	Iteration 24Q: 3 clusters Score -1225914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1225915.125000 Penalty: 895.232666
	Iteration 25Q: 3 clusters Score -1225915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1225916.500000 Penalty: 895.232666
	Iteration 26Q: 3 clusters Score -1225916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1225916.875000 Penalty: 895.232666
	Iteration 27Q: 3 clusters Score -1225917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1225916.875000 Penalty: 895.232666
	Iteration 28F: 3 clusters Score -1225917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 33923 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 85431 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 44138 members 
Mstep: Class 12 contains 41952 members 
Mstep: Class 13 contains 41337 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 51450 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11059 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 51147 members 
Mstep: Class 28 contains 88266 members 
Mstep: Class 29 contains 43843 members 
Mstep: Class 30 contains 46120 members 
Mstep: Class 31 contains 18727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236952.000000 Penalty: 18977.085938
Iteration 359Q: 32 clusters Score -4.223695e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 19302 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 33942 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 85597 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 44246 members 
Mstep: Class 12 contains 41960 members 
Mstep: Class 13 contains 41340 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 28773 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 21 contains 51295 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11069 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 50957 members 
Mstep: Class 28 contains 88270 members 
Mstep: Class 29 contains 43844 members 
Mstep: Class 30 contains 46120 members 
Mstep: Class 31 contains 18724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236884.000000 Penalty: 18977.085938
Iteration 360F: 32 clusters Score -4.223688e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 19412 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 85728 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 44328 members 
Mstep: Class 12 contains 41952 members 
Mstep: Class 13 contains 41340 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11077 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 50756 members 
Mstep: Class 28 contains 88287 members 
Mstep: Class 29 contains 43849 members 
Mstep: Class 30 contains 46116 members 
Mstep: Class 31 contains 18716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236960.000000 Penalty: 18977.085938
Iteration 361Q: 32 clusters Score -4.223696e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 19527 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 33992 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 85834 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 44428 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 13 contains 41337 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 28760 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11092 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 50559 members 
Mstep: Class 28 contains 88297 members 
Mstep: Class 29 contains 43853 members 
Mstep: Class 30 contains 46112 members 
Mstep: Class 31 contains 18712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236876.000000 Penalty: 18977.085938
Iteration 362Q: 32 clusters Score -4.223688e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 19653 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 34000 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 85945 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 44543 members 
Mstep: Class 12 contains 41935 members 
Mstep: Class 13 contains 41336 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 7464 members 
Mstep: Class 16 contains 28751 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 50853 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11101 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 50371 members 
Mstep: Class 28 contains 88313 members 
Mstep: Class 29 contains 43854 members 
Mstep: Class 30 contains 46109 members 
Mstep: Class 31 contains 18708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236780.000000 Penalty: 18977.085938
Iteration 363Q: 32 clusters Score -4.223678e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 19764 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 34007 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 86055 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 44673 members 
Mstep: Class 12 contains 41935 members 
Mstep: Class 13 contains 41329 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 7461 members 
Mstep: Class 16 contains 28752 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 50699 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 11120 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 50160 members 
Mstep: Class 28 contains 88335 members 
Mstep: Class 29 contains 43857 members 
Mstep: Class 30 contains 46094 members 
Mstep: Class 31 contains 18705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236860.000000 Penalty: 18977.085938
Iteration 364Q: 32 clusters Score -4.223686e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 19861 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1675 members 
Mstep: Class 5 contains 34017 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 86196 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 44794 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 41331 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 28750 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5762 members 
Mstep: Class 21 contains 50558 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11137 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 49949 members 
Mstep: Class 28 contains 88336 members 
Mstep: Class 29 contains 43863 members 
Mstep: Class 30 contains 46079 members 
Mstep: Class 31 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236732.000000 Penalty: 18977.085938
Iteration 365Q: 32 clusters Score -4.223673e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 19991 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 34037 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 86314 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 44915 members 
Mstep: Class 12 contains 41900 members 
Mstep: Class 13 contains 41329 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 28748 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 50443 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11150 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 49730 members 
Mstep: Class 28 contains 88327 members 
Mstep: Class 29 contains 43871 members 
Mstep: Class 30 contains 46062 members 
Mstep: Class 31 contains 18697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236804.000000 Penalty: 18977.085938
Iteration 366Q: 32 clusters Score -4.22368e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 20126 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1666 members 
Mstep: Class 5 contains 34058 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 86435 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 44990 members 
Mstep: Class 12 contains 41884 members 
Mstep: Class 13 contains 41325 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 16 contains 28750 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 50311 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11173 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 49523 members 
Mstep: Class 28 contains 88328 members 
Mstep: Class 29 contains 43877 members 
Mstep: Class 30 contains 46047 members 
Mstep: Class 31 contains 18694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236732.000000 Penalty: 18977.085938
Iteration 367Q: 32 clusters Score -4.223673e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 20270 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 34087 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 86524 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 45043 members 
Mstep: Class 12 contains 41890 members 
Mstep: Class 13 contains 41321 members 
Mstep: Class 14 contains 5154 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 28743 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 50188 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11198 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 49314 members 
Mstep: Class 28 contains 88345 members 
Mstep: Class 29 contains 43878 members 
Mstep: Class 30 contains 46025 members 
Mstep: Class 31 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236652.000000 Penalty: 18977.085938
Iteration 368Q: 32 clusters Score -4.223665e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 20427 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 34118 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 86591 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5574 members 
Mstep: Class 11 contains 45086 members 
Mstep: Class 12 contains 41910 members 
Mstep: Class 13 contains 41317 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 28740 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 50078 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11213 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 49131 members 
Mstep: Class 28 contains 88348 members 
Mstep: Class 29 contains 43879 members 
Mstep: Class 30 contains 45996 members 
Mstep: Class 31 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236592.000000 Penalty: 18977.085938
Iteration 369Q: 32 clusters Score -4.223659e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 20570 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 34143 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 86645 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 11 contains 45147 members 
Mstep: Class 12 contains 41934 members 
Mstep: Class 13 contains 41317 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 16 contains 28738 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5812 members 
Mstep: Class 21 contains 49947 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11237 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 48942 members 
Mstep: Class 28 contains 88352 members 
Mstep: Class 29 contains 43881 members 
Mstep: Class 30 contains 45975 members 
Mstep: Class 31 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236712.000000 Penalty: 18977.085938
Iteration 370Q: 32 clusters Score -4.223671e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 20698 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 34164 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 86744 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 45228 members 
Mstep: Class 12 contains 41953 members 
Mstep: Class 13 contains 41314 members 
Mstep: Class 14 contains 5199 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 28734 members 
Mstep: Class 17 contains 1941 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5818 members 
Mstep: Class 21 contains 49800 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11256 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 48759 members 
Mstep: Class 28 contains 88345 members 
Mstep: Class 29 contains 43886 members 
Mstep: Class 30 contains 45962 members 
Mstep: Class 31 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236680.000000 Penalty: 18977.085938
Iteration 371Q: 32 clusters Score -4.223668e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 20815 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 34189 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86829 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5569 members 
Mstep: Class 11 contains 45341 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 41309 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 28726 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5817 members 
Mstep: Class 21 contains 49656 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11271 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 48569 members 
Mstep: Class 28 contains 88334 members 
Mstep: Class 29 contains 43887 members 
Mstep: Class 30 contains 45954 members 
Mstep: Class 31 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236764.000000 Penalty: 18977.085938
Iteration 372Q: 32 clusters Score -4.223676e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 20926 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 34210 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 86887 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5567 members 
Mstep: Class 11 contains 45476 members 
Mstep: Class 12 contains 41980 members 
Mstep: Class 13 contains 41307 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 7449 members 
Mstep: Class 16 contains 28714 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 49527 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11287 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 48356 members 
Mstep: Class 28 contains 88320 members 
Mstep: Class 29 contains 43890 members 
Mstep: Class 30 contains 45949 members 
Mstep: Class 31 contains 18698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236644.000000 Penalty: 18977.085938
Iteration 373Q: 32 clusters Score -4.223664e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 34230 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86962 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 45555 members 
Mstep: Class 12 contains 42004 members 
Mstep: Class 13 contains 41307 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 7446 members 
Mstep: Class 16 contains 28706 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 49410 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11313 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 48116 members 
Mstep: Class 28 contains 88329 members 
Mstep: Class 29 contains 43891 members 
Mstep: Class 30 contains 45939 members 
Mstep: Class 31 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236524.000000 Penalty: 18977.085938
Iteration 374Q: 32 clusters Score -4.223652e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 21129 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 34248 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87058 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5567 members 
Mstep: Class 11 contains 45655 members 
Mstep: Class 12 contains 42013 members 
Mstep: Class 13 contains 41306 members 
Mstep: Class 14 contains 5242 members 
Mstep: Class 15 contains 7446 members 
Mstep: Class 16 contains 28700 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 49304 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11340 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 47868 members 
Mstep: Class 28 contains 88333 members 
Mstep: Class 29 contains 43897 members 
Mstep: Class 30 contains 45932 members 
Mstep: Class 31 contains 18699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236528.000000 Penalty: 18977.085938
Iteration 375Q: 32 clusters Score -4.223653e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 21221 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 34249 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87164 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5566 members 
Mstep: Class 11 contains 45733 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 41300 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 7453 members 
Mstep: Class 16 contains 28697 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 49202 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11357 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 47639 members 
Mstep: Class 28 contains 88358 members 
Mstep: Class 29 contains 43901 members 
Mstep: Class 30 contains 45935 members 
Mstep: Class 31 contains 18698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236392.000000 Penalty: 18977.085938
Iteration 376Q: 32 clusters Score -4.223639e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 21316 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 34251 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87255 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5565 members 
Mstep: Class 11 contains 45810 members 
Mstep: Class 12 contains 42005 members 
Mstep: Class 13 contains 41298 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 28698 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 49102 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11370 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 47399 members 
Mstep: Class 28 contains 88387 members 
Mstep: Class 29 contains 43905 members 
Mstep: Class 30 contains 45932 members 
Mstep: Class 31 contains 18698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236152.000000 Penalty: 18977.085938
Iteration 377Q: 32 clusters Score -4.223615e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 34256 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87317 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 45889 members 
Mstep: Class 12 contains 42007 members 
Mstep: Class 13 contains 41293 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 28701 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 49014 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11380 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 47162 members 
Mstep: Class 28 contains 88395 members 
Mstep: Class 29 contains 43906 members 
Mstep: Class 30 contains 45930 members 
Mstep: Class 31 contains 18704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236188.000000 Penalty: 18977.085938
Iteration 378Q: 32 clusters Score -4.223619e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 21519 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 34249 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87378 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 45950 members 
Mstep: Class 12 contains 42026 members 
Mstep: Class 13 contains 41291 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 28699 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 48938 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11380 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 46939 members 
Mstep: Class 28 contains 88419 members 
Mstep: Class 29 contains 43905 members 
Mstep: Class 30 contains 45915 members 
Mstep: Class 31 contains 18709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236152.000000 Penalty: 18977.085938
Iteration 379Q: 32 clusters Score -4.223615e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 21622 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87437 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 11 contains 46003 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 41294 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 28691 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 5850 members 
Mstep: Class 21 contains 48837 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11375 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 46713 members 
Mstep: Class 28 contains 88441 members 
Mstep: Class 29 contains 43906 members 
Mstep: Class 30 contains 45930 members 
Mstep: Class 31 contains 18719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236024.000000 Penalty: 18977.085938
Iteration 380F: 32 clusters Score -4.223602e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 21727 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 34236 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 87486 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 46057 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 41292 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 28685 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 5856 members 
Mstep: Class 21 contains 48756 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11369 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 46503 members 
Mstep: Class 28 contains 88463 members 
Mstep: Class 29 contains 43911 members 
Mstep: Class 30 contains 45940 members 
Mstep: Class 31 contains 18724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235976.000000 Penalty: 18977.085938
Iteration 381Q: 32 clusters Score -4.223598e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 21835 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 34247 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 87535 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 11 contains 46079 members 
Mstep: Class 12 contains 42019 members 
Mstep: Class 13 contains 41294 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 28679 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 48695 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11359 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 46321 members 
Mstep: Class 28 contains 88466 members 
Mstep: Class 29 contains 43918 members 
Mstep: Class 30 contains 45947 members 
Mstep: Class 31 contains 18728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236008.000000 Penalty: 18977.085938
Iteration 382Q: 32 clusters Score -4.223601e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 21935 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 34256 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 87589 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 11 contains 46099 members 
Mstep: Class 12 contains 41991 members 
Mstep: Class 13 contains 41287 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 7407 members 
Mstep: Class 16 contains 28668 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 48648 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11351 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 46149 members 
Mstep: Class 28 contains 88478 members 
Mstep: Class 29 contains 43921 members 
Mstep: Class 30 contains 45949 members 
Mstep: Class 31 contains 18733 members 
Entering Unmasked Estep 
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Score: -42235944.000000 Penalty: 18977.085938
Iteration 383Q: 32 clusters Score -4.223594e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 87613 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 46096 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 41281 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 16 contains 28663 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 48578 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11342 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 45987 members 
Mstep: Class 28 contains 88500 members 
Mstep: Class 29 contains 43925 members 
Mstep: Class 30 contains 45941 members 
Mstep: Class 31 contains 18736 members 
Entering Unmasked Estep 
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Iteration 384Q: 32 clusters Score -4.223597e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 34321 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 87665 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 46095 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 41274 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 7386 members 
Mstep: Class 16 contains 28656 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 5892 members 
Mstep: Class 21 contains 48504 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11333 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 45844 members 
Mstep: Class 28 contains 88502 members 
Mstep: Class 29 contains 43929 members 
Mstep: Class 30 contains 45931 members 
Mstep: Class 31 contains 18739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235872.000000 Penalty: 18977.085938
Iteration 385Q: 32 clusters Score -4.223587e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 22226 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 34346 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87704 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 46065 members 
Mstep: Class 12 contains 41949 members 
Mstep: Class 13 contains 41271 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 28649 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 5904 members 
Mstep: Class 21 contains 48468 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11320 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 45695 members 
Mstep: Class 28 contains 88499 members 
Mstep: Class 29 contains 43937 members 
Mstep: Class 30 contains 45914 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235920.000000 Penalty: 18977.085938
Iteration 386Q: 32 clusters Score -4.223592e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 22308 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 34364 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87754 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 46031 members 
Mstep: Class 12 contains 41939 members 
Mstep: Class 13 contains 41259 members 
Mstep: Class 14 contains 5377 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 28642 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 48444 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11319 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 45545 members 
Mstep: Class 28 contains 88494 members 
Mstep: Class 29 contains 43944 members 
Mstep: Class 30 contains 45906 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235864.000000 Penalty: 18977.085938
Iteration 387Q: 32 clusters Score -4.223586e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 22408 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 34383 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87771 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 46001 members 
Mstep: Class 12 contains 41926 members 
Mstep: Class 13 contains 41251 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 28641 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 48396 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11327 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 45386 members 
Mstep: Class 28 contains 88510 members 
Mstep: Class 29 contains 43952 members 
Mstep: Class 30 contains 45892 members 
Mstep: Class 31 contains 18745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235864.000000 Penalty: 18977.085938
Iteration 388Q: 32 clusters Score -4.223586e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 22512 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 34415 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87783 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 45965 members 
Mstep: Class 12 contains 41931 members 
Mstep: Class 13 contains 41245 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 7367 members 
Mstep: Class 16 contains 28639 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 5967 members 
Mstep: Class 21 contains 48369 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11339 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 45207 members 
Mstep: Class 28 contains 88513 members 
Mstep: Class 29 contains 43953 members 
Mstep: Class 30 contains 45873 members 
Mstep: Class 31 contains 18747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235916.000000 Penalty: 18977.085938
Iteration 389Q: 32 clusters Score -4.223592e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 22625 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 34444 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87788 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 45915 members 
Mstep: Class 12 contains 41920 members 
Mstep: Class 13 contains 41236 members 
Mstep: Class 14 contains 5363 members 
Mstep: Class 15 contains 7367 members 
Mstep: Class 16 contains 28639 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 21 contains 48361 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11339 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 45051 members 
Mstep: Class 28 contains 88517 members 
Mstep: Class 29 contains 43954 members 
Mstep: Class 30 contains 45851 members 
Mstep: Class 31 contains 18748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236104.000000 Penalty: 18977.085938
Iteration 390Q: 32 clusters Score -4.22361e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 22729 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34453 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87800 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 45893 members 
Mstep: Class 12 contains 41926 members 
Mstep: Class 13 contains 41225 members 
Mstep: Class 14 contains 5358 members 
Mstep: Class 15 contains 7352 members 
Mstep: Class 16 contains 28636 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 48313 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11341 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 44903 members 
Mstep: Class 28 contains 88522 members 
Mstep: Class 29 contains 43957 members 
Mstep: Class 30 contains 45825 members 
Mstep: Class 31 contains 18751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236020.000000 Penalty: 18977.085938
Iteration 391Q: 32 clusters Score -4.223602e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 22835 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 34484 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87816 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 45888 members 
Mstep: Class 12 contains 41930 members 
Mstep: Class 13 contains 41223 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 15 contains 7340 members 
Mstep: Class 16 contains 28636 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 48233 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11338 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 44767 members 
Mstep: Class 28 contains 88522 members 
Mstep: Class 29 contains 43960 members 
Mstep: Class 30 contains 45806 members 
Mstep: Class 31 contains 18750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235928.000000 Penalty: 18977.085938
Iteration 392Q: 32 clusters Score -4.223593e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 22941 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 34513 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87825 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 45863 members 
Mstep: Class 12 contains 41955 members 
Mstep: Class 13 contains 41221 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 28637 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 6066 members 
Mstep: Class 21 contains 48183 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11342 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 44601 members 
Mstep: Class 28 contains 88523 members 
Mstep: Class 29 contains 43963 members 
Mstep: Class 30 contains 45789 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235992.000000 Penalty: 18977.085938
Iteration 393Q: 32 clusters Score -4.223599e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 23042 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 34552 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87823 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 45846 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 41215 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 7326 members 
Mstep: Class 16 contains 28634 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 6100 members 
Mstep: Class 21 contains 48163 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11349 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 44428 members 
Mstep: Class 28 contains 88530 members 
Mstep: Class 29 contains 43965 members 
Mstep: Class 30 contains 45777 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235912.000000 Penalty: 18977.085938
Iteration 394Q: 32 clusters Score -4.223591e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 34588 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 87819 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 45827 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 41208 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 7326 members 
Mstep: Class 16 contains 28626 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 6143 members 
Mstep: Class 21 contains 48163 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11353 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 828 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 44248 members 
Mstep: Class 28 contains 88552 members 
Mstep: Class 29 contains 43966 members 
Mstep: Class 30 contains 45765 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235848.000000 Penalty: 18977.085938
Iteration 395Q: 32 clusters Score -4.223585e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 23238 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 34615 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 87814 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 45807 members 
Mstep: Class 12 contains 41986 members 
Mstep: Class 13 contains 41206 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 7323 members 
Mstep: Class 16 contains 28625 members 
Mstep: Class 17 contains 1989 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 48150 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11361 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 44082 members 
Mstep: Class 28 contains 88557 members 
Mstep: Class 29 contains 43967 members 
Mstep: Class 30 contains 45750 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235880.000000 Penalty: 18977.085938
Iteration 396Q: 32 clusters Score -4.223588e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 23347 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 34646 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 87770 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 45779 members 
Mstep: Class 12 contains 41980 members 
Mstep: Class 13 contains 41202 members 
Mstep: Class 14 contains 5303 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 28622 members 
Mstep: Class 17 contains 1986 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 48112 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11382 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43921 members 
Mstep: Class 28 contains 88582 members 
Mstep: Class 29 contains 43968 members 
Mstep: Class 30 contains 45729 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236076.000000 Penalty: 18977.085938
Iteration 397Q: 32 clusters Score -4.223608e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 23461 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 34667 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 87697 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 45795 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 41204 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 28619 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 48063 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11399 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43757 members 
Mstep: Class 28 contains 88619 members 
Mstep: Class 29 contains 43970 members 
Mstep: Class 30 contains 45705 members 
Mstep: Class 31 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236040.000000 Penalty: 18977.085938
Iteration 398Q: 32 clusters Score -4.223604e+07 nChanged 1125
Entering ConstructFrom: 
Score: -42236040.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (46055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Entering Unmasked Estep 
Score: -2952394.500000 Penalty: 488.560425
	Iteration 0F: 2 clusters Score -2952394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2922383.500000 Penalty: 977.120850
	Iteration 0F: 3 clusters Score -2922384 nChanged 22215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2936547.750000 Penalty: 977.120850
	Iteration 1F: 3 clusters Score -2936548 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2938439.250000 Penalty: 977.120850
	Iteration 2F: 3 clusters Score -2938439 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2940941.000000 Penalty: 977.120850
	Iteration 3F: 3 clusters Score -2940941 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2944085.750000 Penalty: 977.120850
	Iteration 4F: 3 clusters Score -2944086 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2947256.500000 Penalty: 977.120850
	Iteration 5F: 3 clusters Score -2947256 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2949025.000000 Penalty: 977.120850
	Iteration 6F: 3 clusters Score -2949025 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2949743.000000 Penalty: 977.120850
	Iteration 7Q: 3 clusters Score -2949743 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2950094.750000 Penalty: 977.120850
	Iteration 8Q: 3 clusters Score -2950095 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2950337.250000 Penalty: 977.120850
	Iteration 9Q: 3 clusters Score -2950337 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2950506.250000 Penalty: 977.120850
	Iteration 10Q: 3 clusters Score -2950506 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2950634.000000 Penalty: 977.120850
	Iteration 11Q: 3 clusters Score -2950634 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2950747.250000 Penalty: 977.120850
	Iteration 12Q: 3 clusters Score -2950747 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2950858.000000 Penalty: 977.120850
	Iteration 13Q: 3 clusters Score -2950858 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2950972.500000 Penalty: 977.120850
	Iteration 14Q: 3 clusters Score -2950972 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2951069.000000 Penalty: 977.120850
	Iteration 15Q: 3 clusters Score -2951069 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2951179.000000 Penalty: 977.120850
	Iteration 16Q: 3 clusters Score -2951179 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2951249.250000 Penalty: 977.120850
	Iteration 17Q: 3 clusters Score -2951249 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2951350.750000 Penalty: 977.120850
	Iteration 18Q: 3 clusters Score -2951351 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2951452.500000 Penalty: 977.120850
	Iteration 19Q: 3 clusters Score -2951452 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2951544.250000 Penalty: 977.120850
	Iteration 20F: 3 clusters Score -2951544 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2951611.750000 Penalty: 977.120850
	Iteration 21Q: 3 clusters Score -2951612 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2951646.750000 Penalty: 977.120850
	Iteration 22Q: 3 clusters Score -2951647 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2951679.500000 Penalty: 977.120850
	Iteration 23Q: 3 clusters Score -2951680 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2951741.000000 Penalty: 977.120850
	Iteration 24Q: 3 clusters Score -2951741 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2951804.750000 Penalty: 977.120850
	Iteration 25Q: 3 clusters Score -2951805 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2951821.750000 Penalty: 977.120850
	Iteration 26Q: 3 clusters Score -2951822 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2951854.500000 Penalty: 977.120850
	Iteration 27Q: 3 clusters Score -2951854 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2951876.750000 Penalty: 977.120850
	Iteration 28Q: 3 clusters Score -2951877 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2951915.750000 Penalty: 977.120850
	Iteration 29Q: 3 clusters Score -2951916 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2951960.000000 Penalty: 977.120850
	Iteration 30Q: 3 clusters Score -2951960 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2952012.500000 Penalty: 977.120850
	Iteration 31Q: 3 clusters Score -2952012 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2952052.500000 Penalty: 977.120850
	Iteration 32Q: 3 clusters Score -2952052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2952080.250000 Penalty: 977.120850
	Iteration 33Q: 3 clusters Score -2952080 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2952114.000000 Penalty: 977.120850
	Iteration 34Q: 3 clusters Score -2952114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2952145.000000 Penalty: 977.120850
	Iteration 35Q: 3 clusters Score -2952145 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2952148.250000 Penalty: 977.120850
	Iteration 36Q: 3 clusters Score -2952148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2952178.750000 Penalty: 977.120850
	Iteration 37Q: 3 clusters Score -2952179 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2952171.250000 Penalty: 977.120850
	Iteration 38Q: 3 clusters Score -2952171 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2952189.500000 Penalty: 977.120850
	Iteration 39Q: 3 clusters Score -2952190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2952175.500000 Penalty: 977.120850
	Iteration 40F: 3 clusters Score -2952176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2952189.500000 Penalty: 977.120850
	Iteration 41Q: 3 clusters Score -2952190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2952201.750000 Penalty: 977.120850
	Iteration 42Q: 3 clusters Score -2952202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2952201.500000 Penalty: 977.120850
	Iteration 43Q: 3 clusters Score -2952202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2952209.500000 Penalty: 977.120850
	Iteration 44Q: 3 clusters Score -2952210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2952206.500000 Penalty: 977.120850
	Iteration 45Q: 3 clusters Score -2952206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2952223.000000 Penalty: 977.120850
	Iteration 46Q: 3 clusters Score -2952223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2952223.000000 Penalty: 977.120850
	Iteration 47Q: 3 clusters Score -2952223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2952230.250000 Penalty: 977.120850
	Iteration 48Q: 3 clusters Score -2952230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2952241.500000 Penalty: 977.120850
	Iteration 49Q: 3 clusters Score -2952242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2952248.250000 Penalty: 977.120850
	Iteration 50Q: 3 clusters Score -2952248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2952250.250000 Penalty: 977.120850
	Iteration 51Q: 3 clusters Score -2952250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2952260.500000 Penalty: 977.120850
	Iteration 52Q: 3 clusters Score -2952260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2952261.500000 Penalty: 977.120850
	Iteration 53Q: 3 clusters Score -2952262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2952277.250000 Penalty: 977.120850
	Iteration 54Q: 3 clusters Score -2952277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2952271.500000 Penalty: 977.120850
	Iteration 55Q: 3 clusters Score -2952272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2952268.500000 Penalty: 977.120850
	Iteration 56Q: 3 clusters Score -2952268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2952271.000000 Penalty: 977.120850
	Iteration 57Q: 3 clusters Score -2952271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2952269.000000 Penalty: 977.120850
	Iteration 58Q: 3 clusters Score -2952269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2952269.000000 Penalty: 977.120850
	Iteration 59Q: 3 clusters Score -2952269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2952265.250000 Penalty: 977.120850
	Iteration 60F: 3 clusters Score -2952265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2952263.000000 Penalty: 977.120850
	Iteration 61Q: 3 clusters Score -2952263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2952266.250000 Penalty: 977.120850
	Iteration 62Q: 3 clusters Score -2952266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2952264.750000 Penalty: 977.120850
	Iteration 63Q: 3 clusters Score -2952265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2952267.250000 Penalty: 977.120850
	Iteration 64Q: 3 clusters Score -2952267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2952274.250000 Penalty: 977.120850
	Iteration 65Q: 3 clusters Score -2952274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2952272.500000 Penalty: 977.120850
	Iteration 66Q: 3 clusters Score -2952272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2952267.750000 Penalty: 977.120850
	Iteration 67Q: 3 clusters Score -2952268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2952271.250000 Penalty: 977.120850
	Iteration 68Q: 3 clusters Score -2952271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2952274.250000 Penalty: 977.120850
	Iteration 69Q: 3 clusters Score -2952274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2952267.000000 Penalty: 977.120850
	Iteration 70Q: 3 clusters Score -2952267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2952268.250000 Penalty: 977.120850
	Iteration 71Q: 3 clusters Score -2952268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2952269.500000 Penalty: 977.120850
	Iteration 72Q: 3 clusters Score -2952270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2952268.250000 Penalty: 977.120850
	Iteration 73Q: 3 clusters Score -2952268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2952266.250000 Penalty: 977.120850
	Iteration 74Q: 3 clusters Score -2952266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2952267.750000 Penalty: 977.120850
	Iteration 75Q: 3 clusters Score -2952268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2952267.250000 Penalty: 977.120850
	Iteration 76Q: 3 clusters Score -2952267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2952270.750000 Penalty: 977.120850
	Iteration 77Q: 3 clusters Score -2952271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2952266.000000 Penalty: 977.120850
	Iteration 78Q: 3 clusters Score -2952266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2952266.500000 Penalty: 977.120850
	Iteration 79Q: 3 clusters Score -2952266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2952261.750000 Penalty: 977.120850
	Iteration 80F: 3 clusters Score -2952262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2952266.750000 Penalty: 977.120850
	Iteration 81Q: 3 clusters Score -2952267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2952266.750000 Penalty: 977.120850
	Iteration 82F: 3 clusters Score -2952267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1442961.125000 Penalty: 458.085571
	Iteration 0F: 2 clusters Score -1442961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1427158.750000 Penalty: 916.171143
	Iteration 0F: 3 clusters Score -1427159 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1433987.250000 Penalty: 916.171143
	Iteration 1F: 3 clusters Score -1433987 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1434554.750000 Penalty: 916.171143
	Iteration 2F: 3 clusters Score -1434555 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1435317.375000 Penalty: 916.171143
	Iteration 3F: 3 clusters Score -1435317 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1436447.250000 Penalty: 916.171143
	Iteration 4F: 3 clusters Score -1436447 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1437767.500000 Penalty: 916.171143
	Iteration 5F: 3 clusters Score -1437768 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1438894.125000 Penalty: 916.171143
	Iteration 6F: 3 clusters Score -1438894 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1439574.000000 Penalty: 916.171143
	Iteration 7F: 3 clusters Score -1439574 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1440048.375000 Penalty: 916.171143
	Iteration 8Q: 3 clusters Score -1440048 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1440477.250000 Penalty: 916.171143
	Iteration 9Q: 3 clusters Score -1440477 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1440878.750000 Penalty: 916.171143
	Iteration 10Q: 3 clusters Score -1440879 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1441225.250000 Penalty: 916.171143
	Iteration 11Q: 3 clusters Score -1441225 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1441525.375000 Penalty: 916.171143
	Iteration 12Q: 3 clusters Score -1441525 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1441801.750000 Penalty: 916.171143
	Iteration 13Q: 3 clusters Score -1441802 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1442019.500000 Penalty: 916.171143
	Iteration 14Q: 3 clusters Score -1442020 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1442207.625000 Penalty: 916.171143
	Iteration 15Q: 3 clusters Score -1442208 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1442349.125000 Penalty: 916.171143
	Iteration 16Q: 3 clusters Score -1442349 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1442429.125000 Penalty: 916.171143
	Iteration 17Q: 3 clusters Score -1442429 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1442483.625000 Penalty: 916.171143
	Iteration 18Q: 3 clusters Score -1442484 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1442516.625000 Penalty: 916.171143
	Iteration 19Q: 3 clusters Score -1442517 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1442547.500000 Penalty: 916.171143
	Iteration 20F: 3 clusters Score -1442548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1442571.500000 Penalty: 916.171143
	Iteration 21Q: 3 clusters Score -1442572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1442583.250000 Penalty: 916.171143
	Iteration 22Q: 3 clusters Score -1442583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1442594.375000 Penalty: 916.171143
	Iteration 23Q: 3 clusters Score -1442594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1442602.500000 Penalty: 916.171143
	Iteration 24Q: 3 clusters Score -1442602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1442611.250000 Penalty: 916.171143
	Iteration 25Q: 3 clusters Score -1442611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1442619.250000 Penalty: 916.171143
	Iteration 26Q: 3 clusters Score -1442619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1442623.125000 Penalty: 916.171143
	Iteration 27Q: 3 clusters Score -1442623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1442635.875000 Penalty: 916.171143
	Iteration 28Q: 3 clusters Score -1442636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1442639.250000 Penalty: 916.171143
	Iteration 29Q: 3 clusters Score -1442639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1442652.750000 Penalty: 916.171143
	Iteration 30Q: 3 clusters Score -1442653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1442657.375000 Penalty: 916.171143
	Iteration 31Q: 3 clusters Score -1442657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1442660.375000 Penalty: 916.171143
	Iteration 32Q: 3 clusters Score -1442660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1442665.500000 Penalty: 916.171143
	Iteration 33Q: 3 clusters Score -1442666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1442675.875000 Penalty: 916.171143
	Iteration 34Q: 3 clusters Score -1442676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1442677.375000 Penalty: 916.171143
	Iteration 35Q: 3 clusters Score -1442677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1442677.000000 Penalty: 916.171143
	Iteration 36Q: 3 clusters Score -1442677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1442679.125000 Penalty: 916.171143
	Iteration 37Q: 3 clusters Score -1442679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1442686.375000 Penalty: 916.171143
	Iteration 38Q: 3 clusters Score -1442686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1442690.125000 Penalty: 916.171143
	Iteration 39Q: 3 clusters Score -1442690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1442690.500000 Penalty: 916.171143
	Iteration 40F: 3 clusters Score -1442690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1442693.125000 Penalty: 916.171143
	Iteration 41Q: 3 clusters Score -1442693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1442697.875000 Penalty: 916.171143
	Iteration 42Q: 3 clusters Score -1442698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1442702.750000 Penalty: 916.171143
	Iteration 43Q: 3 clusters Score -1442703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1442703.500000 Penalty: 916.171143
	Iteration 44Q: 3 clusters Score -1442704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1442704.125000 Penalty: 916.171143
	Iteration 45Q: 3 clusters Score -1442704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1442714.875000 Penalty: 916.171143
	Iteration 46Q: 3 clusters Score -1442715 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1442722.750000 Penalty: 916.171143
	Iteration 47Q: 3 clusters Score -1442723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1442733.375000 Penalty: 916.171143
	Iteration 48Q: 3 clusters Score -1442733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1442738.000000 Penalty: 916.171143
	Iteration 49Q: 3 clusters Score -1442738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1442748.500000 Penalty: 916.171143
	Iteration 50Q: 3 clusters Score -1442748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1442758.250000 Penalty: 916.171143
	Iteration 51Q: 3 clusters Score -1442758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1442763.875000 Penalty: 916.171143
	Iteration 52Q: 3 clusters Score -1442764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1442771.125000 Penalty: 916.171143
	Iteration 53Q: 3 clusters Score -1442771 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1442778.875000 Penalty: 916.171143
	Iteration 54Q: 3 clusters Score -1442779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1442779.875000 Penalty: 916.171143
	Iteration 55Q: 3 clusters Score -1442780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1442785.625000 Penalty: 916.171143
	Iteration 56Q: 3 clusters Score -1442786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1442789.125000 Penalty: 916.171143
	Iteration 57Q: 3 clusters Score -1442789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1442792.875000 Penalty: 916.171143
	Iteration 58Q: 3 clusters Score -1442793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1442799.750000 Penalty: 916.171143
	Iteration 59Q: 3 clusters Score -1442800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1442804.375000 Penalty: 916.171143
	Iteration 60F: 3 clusters Score -1442804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1442813.375000 Penalty: 916.171143
	Iteration 61Q: 3 clusters Score -1442813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1442814.875000 Penalty: 916.171143
	Iteration 62Q: 3 clusters Score -1442815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1442814.000000 Penalty: 916.171143
	Iteration 63Q: 3 clusters Score -1442814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1442818.875000 Penalty: 916.171143
	Iteration 64Q: 3 clusters Score -1442819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1442815.625000 Penalty: 916.171143
	Iteration 65Q: 3 clusters Score -1442816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1442820.000000 Penalty: 916.171143
	Iteration 66Q: 3 clusters Score -1442820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1442820.125000 Penalty: 916.171143
	Iteration 67Q: 3 clusters Score -1442820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1442817.125000 Penalty: 916.171143
	Iteration 68Q: 3 clusters Score -1442817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1442817.250000 Penalty: 916.171143
	Iteration 69Q: 3 clusters Score -1442817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1442819.000000 Penalty: 916.171143
	Iteration 70Q: 3 clusters Score -1442819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1442819.500000 Penalty: 916.171143
	Iteration 71Q: 3 clusters Score -1442820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1442822.000000 Penalty: 916.171143
	Iteration 72Q: 3 clusters Score -1442822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1442821.250000 Penalty: 916.171143
	Iteration 73Q: 3 clusters Score -1442821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1442822.750000 Penalty: 916.171143
	Iteration 74Q: 3 clusters Score -1442823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1442822.375000 Penalty: 916.171143
	Iteration 75Q: 3 clusters Score -1442822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1442820.375000 Penalty: 916.171143
	Iteration 76Q: 3 clusters Score -1442820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1442819.875000 Penalty: 916.171143
	Iteration 77Q: 3 clusters Score -1442820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1442826.000000 Penalty: 916.171143
	Iteration 78Q: 3 clusters Score -1442826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1442822.875000 Penalty: 916.171143
	Iteration 79Q: 3 clusters Score -1442823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1442827.250000 Penalty: 916.171143
	Iteration 80F: 3 clusters Score -1442827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1442826.250000 Penalty: 916.171143
	Iteration 81Q: 3 clusters Score -1442826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1442828.625000 Penalty: 916.171143
	Iteration 82Q: 3 clusters Score -1442829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1442828.750000 Penalty: 916.171143
	Iteration 83Q: 3 clusters Score -1442829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1442829.125000 Penalty: 916.171143
	Iteration 84Q: 3 clusters Score -1442829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1442829.625000 Penalty: 916.171143
	Iteration 85Q: 3 clusters Score -1442830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1442829.625000 Penalty: 916.171143
	Iteration 86F: 3 clusters Score -1442830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -37656.421875 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -37656.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37030.316406 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -37030.32 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37250.500000 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -37250.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37372.152344 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -37372.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37442.261719 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -37442.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37495.730469 Penalty: 603.990479
	Iteration 4F: 3 clusters Score -37495.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37540.785156 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -37540.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37591.628906 Penalty: 603.990479
	Iteration 6F: 3 clusters Score -37591.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37624.644531 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -37624.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37661.382812 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -37661.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -37674.031250 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -37674.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37675.019531 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -37675.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -37676.296875 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -37676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -37676.582031 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -37676.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37676.785156 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -37676.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37677.117188 Penalty: 603.990479
	Iteration 14Q: 3 clusters Score -37677.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -37677.289062 Penalty: 603.990479
	Iteration 15Q: 3 clusters Score -37677.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -37677.289062 Penalty: 603.990479
	Iteration 16F: 3 clusters Score -37677.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 156 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34694 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 87636 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 45840 members 
Mstep: Class 12 contains 41969 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 28620 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11412 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43594 members 
Mstep: Class 28 contains 88642 members 
Mstep: Class 29 contains 43972 members 
Mstep: Class 30 contains 45675 members 
Mstep: Class 31 contains 18754 members 
Mstep: Class 32 contains 607 members 
Entering Unmasked Estep 
Score: -42235716.000000 Penalty: 19589.250000
Splitting cluster 3 changes total score from -42236040.000000 to -42235716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -102424.765625 Penalty: 337.636353
	Iteration 0F: 2 clusters Score -102424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -101170.523438 Penalty: 675.272705
	Iteration 0F: 3 clusters Score -101170.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -101553.281250 Penalty: 675.272705
	Iteration 1F: 3 clusters Score -101553.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -101614.500000 Penalty: 675.272705
	Iteration 2F: 3 clusters Score -101614.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101675.062500 Penalty: 675.272705
	Iteration 3F: 3 clusters Score -101675.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101716.617188 Penalty: 675.272705
	Iteration 4Q: 3 clusters Score -101716.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -101776.359375 Penalty: 675.272705
	Iteration 5Q: 3 clusters Score -101776.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -101836.203125 Penalty: 675.272705
	Iteration 6F: 3 clusters Score -101836.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -101874.773438 Penalty: 675.272705
	Iteration 7Q: 3 clusters Score -101874.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -101889.343750 Penalty: 675.272705
	Iteration 8Q: 3 clusters Score -101889.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -101906.687500 Penalty: 675.272705
	Iteration 9Q: 3 clusters Score -101906.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -101916.343750 Penalty: 675.272705
	Iteration 10Q: 3 clusters Score -101916.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -101923.265625 Penalty: 675.272705
	Iteration 11Q: 3 clusters Score -101923.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -101928.945312 Penalty: 675.272705
	Iteration 12Q: 3 clusters Score -101928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -101931.171875 Penalty: 675.272705
	Iteration 13Q: 3 clusters Score -101931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -101933.242188 Penalty: 675.272705
	Iteration 14Q: 3 clusters Score -101933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -101934.914062 Penalty: 675.272705
	Iteration 15Q: 3 clusters Score -101934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -101936.875000 Penalty: 675.272705
	Iteration 16Q: 3 clusters Score -101936.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -101938.960938 Penalty: 675.272705
	Iteration 17Q: 3 clusters Score -101939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -101940.953125 Penalty: 675.272705
	Iteration 18Q: 3 clusters Score -101941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -101942.148438 Penalty: 675.272705
	Iteration 19Q: 3 clusters Score -101942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -101943.585938 Penalty: 675.272705
	Iteration 20F: 3 clusters Score -101943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -101944.851562 Penalty: 675.272705
	Iteration 21Q: 3 clusters Score -101944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -101946.398438 Penalty: 675.272705
	Iteration 22Q: 3 clusters Score -101946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -101948.015625 Penalty: 675.272705
	Iteration 23Q: 3 clusters Score -101948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -101950.140625 Penalty: 675.272705
	Iteration 24Q: 3 clusters Score -101950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -101951.609375 Penalty: 675.272705
	Iteration 25Q: 3 clusters Score -101951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -101953.273438 Penalty: 675.272705
	Iteration 26Q: 3 clusters Score -101953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -101953.273438 Penalty: 675.272705
	Iteration 27F: 3 clusters Score -101953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Entering Unmasked Estep 
Score: -2087556.500000 Penalty: 475.671631
	Iteration 0F: 2 clusters Score -2087556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2064470.875000 Penalty: 951.343262
	Iteration 0F: 3 clusters Score -2064471 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2074487.250000 Penalty: 951.343262
	Iteration 1F: 3 clusters Score -2074487 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2075233.625000 Penalty: 951.343262
	Iteration 2F: 3 clusters Score -2075234 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2076120.250000 Penalty: 951.343262
	Iteration 3F: 3 clusters Score -2076120 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2077174.750000 Penalty: 951.343262
	Iteration 4F: 3 clusters Score -2077175 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2078403.125000 Penalty: 951.343262
	Iteration 5F: 3 clusters Score -2078403 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2079663.750000 Penalty: 951.343262
	Iteration 6F: 3 clusters Score -2079664 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2080441.750000 Penalty: 951.343262
	Iteration 7Q: 3 clusters Score -2080442 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2080756.125000 Penalty: 951.343262
	Iteration 8Q: 3 clusters Score -2080756 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2080876.000000 Penalty: 951.343262
	Iteration 9Q: 3 clusters Score -2080876 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2080975.750000 Penalty: 951.343262
	Iteration 10Q: 3 clusters Score -2080976 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2081056.625000 Penalty: 951.343262
	Iteration 11Q: 3 clusters Score -2081057 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2081150.625000 Penalty: 951.343262
	Iteration 12Q: 3 clusters Score -2081151 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2081235.750000 Penalty: 951.343262
	Iteration 13Q: 3 clusters Score -2081236 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2081363.250000 Penalty: 951.343262
	Iteration 14Q: 3 clusters Score -2081363 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2081497.000000 Penalty: 951.343262
	Iteration 15Q: 3 clusters Score -2081497 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2081652.250000 Penalty: 951.343262
	Iteration 16Q: 3 clusters Score -2081652 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2081854.125000 Penalty: 951.343262
	Iteration 17Q: 3 clusters Score -2081854 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2082076.750000 Penalty: 951.343262
	Iteration 18Q: 3 clusters Score -2082077 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2082323.000000 Penalty: 951.343262
	Iteration 19Q: 3 clusters Score -2082323 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2082569.000000 Penalty: 951.343262
	Iteration 20F: 3 clusters Score -2082569 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2082819.000000 Penalty: 951.343262
	Iteration 21Q: 3 clusters Score -2082819 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2083095.500000 Penalty: 951.343262
	Iteration 22Q: 3 clusters Score -2083096 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2083365.125000 Penalty: 951.343262
	Iteration 23Q: 3 clusters Score -2083365 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2083694.000000 Penalty: 951.343262
	Iteration 24Q: 3 clusters Score -2083694 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2084027.875000 Penalty: 951.343262
	Iteration 25Q: 3 clusters Score -2084028 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2084373.000000 Penalty: 951.343262
	Iteration 26Q: 3 clusters Score -2084373 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2084754.625000 Penalty: 951.343262
	Iteration 27Q: 3 clusters Score -2084755 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2085156.375000 Penalty: 951.343262
	Iteration 28Q: 3 clusters Score -2085156 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2085542.125000 Penalty: 951.343262
	Iteration 29Q: 3 clusters Score -2085542 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2085880.250000 Penalty: 951.343262
	Iteration 30Q: 3 clusters Score -2085880 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2086168.750000 Penalty: 951.343262
	Iteration 31Q: 3 clusters Score -2086169 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2086423.250000 Penalty: 951.343262
	Iteration 32Q: 3 clusters Score -2086423 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2086619.875000 Penalty: 951.343262
	Iteration 33Q: 3 clusters Score -2086620 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2086781.000000 Penalty: 951.343262
	Iteration 34Q: 3 clusters Score -2086781 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2086900.500000 Penalty: 951.343262
	Iteration 35Q: 3 clusters Score -2086900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2086996.000000 Penalty: 951.343262
	Iteration 36Q: 3 clusters Score -2086996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2087050.500000 Penalty: 951.343262
	Iteration 37Q: 3 clusters Score -2087050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2087073.625000 Penalty: 951.343262
	Iteration 38Q: 3 clusters Score -2087074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2087094.375000 Penalty: 951.343262
	Iteration 39Q: 3 clusters Score -2087094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2087109.125000 Penalty: 951.343262
	Iteration 40F: 3 clusters Score -2087109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2087123.125000 Penalty: 951.343262
	Iteration 41Q: 3 clusters Score -2087123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2087133.125000 Penalty: 951.343262
	Iteration 42Q: 3 clusters Score -2087133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2087140.250000 Penalty: 951.343262
	Iteration 43Q: 3 clusters Score -2087140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2087143.250000 Penalty: 951.343262
	Iteration 44Q: 3 clusters Score -2087143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2087148.875000 Penalty: 951.343262
	Iteration 45Q: 3 clusters Score -2087149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2087154.875000 Penalty: 951.343262
	Iteration 46Q: 3 clusters Score -2087155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2087154.000000 Penalty: 951.343262
	Iteration 47Q: 3 clusters Score -2087154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2087162.000000 Penalty: 951.343262
	Iteration 48Q: 3 clusters Score -2087162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2087166.250000 Penalty: 951.343262
	Iteration 49Q: 3 clusters Score -2087166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2087169.875000 Penalty: 951.343262
	Iteration 50Q: 3 clusters Score -2087170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2087172.875000 Penalty: 951.343262
	Iteration 51Q: 3 clusters Score -2087173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2087173.000000 Penalty: 951.343262
	Iteration 52Q: 3 clusters Score -2087173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2087173.000000 Penalty: 951.343262
	Iteration 53F: 3 clusters Score -2087173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -71457.218750 Penalty: 320.344421
	Iteration 0F: 2 clusters Score -71457.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70575.257812 Penalty: 640.688843
	Iteration 0F: 3 clusters Score -70575.26 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70874.398438 Penalty: 640.688843
	Iteration 1F: 3 clusters Score -70874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -70930.046875 Penalty: 640.688843
	Iteration 2F: 3 clusters Score -70930.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70960.687500 Penalty: 640.688843
	Iteration 3Q: 3 clusters Score -70960.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70977.359375 Penalty: 640.688843
	Iteration 4Q: 3 clusters Score -70977.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70985.453125 Penalty: 640.688843
	Iteration 5Q: 3 clusters Score -70985.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70997.632812 Penalty: 640.688843
	Iteration 6Q: 3 clusters Score -70997.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71003.171875 Penalty: 640.688843
	Iteration 7Q: 3 clusters Score -71003.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71005.796875 Penalty: 640.688843
	Iteration 8Q: 3 clusters Score -71005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71007.320312 Penalty: 640.688843
	Iteration 9Q: 3 clusters Score -71007.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71008.671875 Penalty: 640.688843
	Iteration 10Q: 3 clusters Score -71008.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71010.898438 Penalty: 640.688843
	Iteration 11Q: 3 clusters Score -71010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71014.421875 Penalty: 640.688843
	Iteration 12Q: 3 clusters Score -71014.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71022.359375 Penalty: 640.688843
	Iteration 13Q: 3 clusters Score -71022.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71034.921875 Penalty: 640.688843
	Iteration 14Q: 3 clusters Score -71034.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71039.554688 Penalty: 640.688843
	Iteration 15Q: 3 clusters Score -71039.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71043.296875 Penalty: 640.688843
	Iteration 16Q: 3 clusters Score -71043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71046.390625 Penalty: 640.688843
	Iteration 17Q: 3 clusters Score -71046.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71049.046875 Penalty: 640.688843
	Iteration 18Q: 3 clusters Score -71049.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71051.070312 Penalty: 640.688843
	Iteration 19Q: 3 clusters Score -71051.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71054.453125 Penalty: 640.688843
	Iteration 20F: 3 clusters Score -71054.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71056.085938 Penalty: 640.688843
	Iteration 21Q: 3 clusters Score -71056.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71057.882812 Penalty: 640.688843
	Iteration 22Q: 3 clusters Score -71057.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71059.054688 Penalty: 640.688843
	Iteration 23Q: 3 clusters Score -71059.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71061.718750 Penalty: 640.688843
	Iteration 24Q: 3 clusters Score -71061.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71066.054688 Penalty: 640.688843
	Iteration 25Q: 3 clusters Score -71066.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71067.835938 Penalty: 640.688843
	Iteration 26Q: 3 clusters Score -71067.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71068.546875 Penalty: 640.688843
	Iteration 27Q: 3 clusters Score -71068.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71068.734375 Penalty: 640.688843
	Iteration 28Q: 3 clusters Score -71068.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71069.593750 Penalty: 640.688843
	Iteration 29Q: 3 clusters Score -71069.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71070.070312 Penalty: 640.688843
	Iteration 30Q: 3 clusters Score -71070.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71070.070312 Penalty: 640.688843
	Iteration 31F: 3 clusters Score -71070.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Entering Unmasked Estep 
Score: -5450516.500000 Penalty: 517.833069
	Iteration 0F: 2 clusters Score -5450516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5393175.500000 Penalty: 1035.666138
	Iteration 0F: 3 clusters Score -5393176 nChanged 42670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5419431.000000 Penalty: 1035.666138
	Iteration 1F: 3 clusters Score -5419431 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -5421232.500000 Penalty: 1035.666138
	Iteration 2Q: 3 clusters Score -5421232 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -5424156.000000 Penalty: 1035.666138
	Iteration 3F: 3 clusters Score -5424156 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -5428875.000000 Penalty: 1035.666138
	Iteration 4F: 3 clusters Score -5428875 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -5433827.500000 Penalty: 1035.666138
	Iteration 5F: 3 clusters Score -5433828 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -5436170.500000 Penalty: 1035.666138
	Iteration 6F: 3 clusters Score -5436170 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -5436837.500000 Penalty: 1035.666138
	Iteration 7Q: 3 clusters Score -5436838 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -5437075.000000 Penalty: 1035.666138
	Iteration 8Q: 3 clusters Score -5437075 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -5437223.500000 Penalty: 1035.666138
	Iteration 9Q: 3 clusters Score -5437224 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -5437383.000000 Penalty: 1035.666138
	Iteration 10Q: 3 clusters Score -5437383 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -5437608.500000 Penalty: 1035.666138
	Iteration 11Q: 3 clusters Score -5437608 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -5437819.000000 Penalty: 1035.666138
	Iteration 12Q: 3 clusters Score -5437819 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -5438080.000000 Penalty: 1035.666138
	Iteration 13Q: 3 clusters Score -5438080 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -5438408.500000 Penalty: 1035.666138
	Iteration 14Q: 3 clusters Score -5438408 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -5438790.500000 Penalty: 1035.666138
	Iteration 15Q: 3 clusters Score -5438790 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -5439075.000000 Penalty: 1035.666138
	Iteration 16Q: 3 clusters Score -5439075 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -5439469.000000 Penalty: 1035.666138
	Iteration 17Q: 3 clusters Score -5439469 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -5439968.500000 Penalty: 1035.666138
	Iteration 18Q: 3 clusters Score -5439968 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -5440464.000000 Penalty: 1035.666138
	Iteration 19Q: 3 clusters Score -5440464 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -5440985.000000 Penalty: 1035.666138
	Iteration 20F: 3 clusters Score -5440985 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -5441551.500000 Penalty: 1035.666138
	Iteration 21Q: 3 clusters Score -5441552 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -5442208.000000 Penalty: 1035.666138
	Iteration 22Q: 3 clusters Score -5442208 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -5442894.500000 Penalty: 1035.666138
	Iteration 23Q: 3 clusters Score -5442894 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -5443314.000000 Penalty: 1035.666138
	Iteration 24Q: 3 clusters Score -5443314 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -5443799.500000 Penalty: 1035.666138
	Iteration 25Q: 3 clusters Score -5443800 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -5444230.500000 Penalty: 1035.666138
	Iteration 26Q: 3 clusters Score -5444230 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -5444872.500000 Penalty: 1035.666138
	Iteration 27Q: 3 clusters Score -5444872 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -5445421.000000 Penalty: 1035.666138
	Iteration 28Q: 3 clusters Score -5445421 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -5445995.000000 Penalty: 1035.666138
	Iteration 29Q: 3 clusters Score -5445995 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -5446579.000000 Penalty: 1035.666138
	Iteration 30Q: 3 clusters Score -5446579 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -5447070.000000 Penalty: 1035.666138
	Iteration 31Q: 3 clusters Score -5447070 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -5447547.000000 Penalty: 1035.666138
	Iteration 32Q: 3 clusters Score -5447547 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -5447882.000000 Penalty: 1035.666138
	Iteration 33Q: 3 clusters Score -5447882 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -5448230.000000 Penalty: 1035.666138
	Iteration 34Q: 3 clusters Score -5448230 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -5448592.500000 Penalty: 1035.666138
	Iteration 35Q: 3 clusters Score -5448592 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -5448889.000000 Penalty: 1035.666138
	Iteration 36Q: 3 clusters Score -5448889 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -5449123.000000 Penalty: 1035.666138
	Iteration 37Q: 3 clusters Score -5449123 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -5449316.000000 Penalty: 1035.666138
	Iteration 38Q: 3 clusters Score -5449316 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -5449465.500000 Penalty: 1035.666138
	Iteration 39Q: 3 clusters Score -5449466 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -5449603.000000 Penalty: 1035.666138
	Iteration 40F: 3 clusters Score -5449603 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -5449722.500000 Penalty: 1035.666138
	Iteration 41Q: 3 clusters Score -5449722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -5449796.500000 Penalty: 1035.666138
	Iteration 42Q: 3 clusters Score -5449796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -5449856.500000 Penalty: 1035.666138
	Iteration 43Q: 3 clusters Score -5449856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -5449877.500000 Penalty: 1035.666138
	Iteration 44Q: 3 clusters Score -5449878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -5449905.500000 Penalty: 1035.666138
	Iteration 45Q: 3 clusters Score -5449906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -5449923.500000 Penalty: 1035.666138
	Iteration 46Q: 3 clusters Score -5449924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -5449941.000000 Penalty: 1035.666138
	Iteration 47Q: 3 clusters Score -5449941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 87329 members 
Entering Unmasked Estep 
Score: -5449958.000000 Penalty: 1035.666138
	Iteration 48Q: 3 clusters Score -5449958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -5449974.000000 Penalty: 1035.666138
	Iteration 49Q: 3 clusters Score -5449974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -5449976.000000 Penalty: 1035.666138
	Iteration 50Q: 3 clusters Score -5449976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -5449978.500000 Penalty: 1035.666138
	Iteration 51Q: 3 clusters Score -5449978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -5449981.000000 Penalty: 1035.666138
	Iteration 52Q: 3 clusters Score -5449981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -5449985.000000 Penalty: 1035.666138
	Iteration 53Q: 3 clusters Score -5449985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -5449985.500000 Penalty: 1035.666138
	Iteration 54Q: 3 clusters Score -5449986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -5449990.000000 Penalty: 1035.666138
	Iteration 55Q: 3 clusters Score -5449990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -5449994.500000 Penalty: 1035.666138
	Iteration 56Q: 3 clusters Score -5449994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -5450003.500000 Penalty: 1035.666138
	Iteration 57Q: 3 clusters Score -5450004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -5450000.500000 Penalty: 1035.666138
	Iteration 58Q: 3 clusters Score -5450000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -5450014.000000 Penalty: 1035.666138
	Iteration 59Q: 3 clusters Score -5450014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -5450006.000000 Penalty: 1035.666138
	Iteration 60F: 3 clusters Score -5450006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -5450014.500000 Penalty: 1035.666138
	Iteration 61Q: 3 clusters Score -5450014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -5450013.500000 Penalty: 1035.666138
	Iteration 62Q: 3 clusters Score -5450014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -5450003.500000 Penalty: 1035.666138
	Iteration 63Q: 3 clusters Score -5450004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -5450008.000000 Penalty: 1035.666138
	Iteration 64Q: 3 clusters Score -5450008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -5450020.500000 Penalty: 1035.666138
	Iteration 65Q: 3 clusters Score -5450020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1035.666138
	Iteration 66Q: 3 clusters Score -5450026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -5450037.000000 Penalty: 1035.666138
	Iteration 67Q: 3 clusters Score -5450037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -5450040.500000 Penalty: 1035.666138
	Iteration 68Q: 3 clusters Score -5450040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -5450049.000000 Penalty: 1035.666138
	Iteration 69Q: 3 clusters Score -5450049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -5450039.500000 Penalty: 1035.666138
	Iteration 70Q: 3 clusters Score -5450040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -5450039.500000 Penalty: 1035.666138
	Iteration 71Q: 3 clusters Score -5450040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -5450039.500000 Penalty: 1035.666138
	Iteration 72F: 3 clusters Score -5450040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -111990.820312 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -111990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -110598.531250 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -110598.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -111068.226562 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -111068.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -111138.335938 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -111138.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -111180.859375 Penalty: 690.075562
	Iteration 3Q: 3 clusters Score -111180.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -111219.359375 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -111219.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -111253.109375 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -111253.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111297.093750 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -111297.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111355.359375 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -111355.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111429.062500 Penalty: 690.075562
	Iteration 8F: 3 clusters Score -111429.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111500.585938 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -111500.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111566.101562 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -111566.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -111633.773438 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -111633.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -111690.632812 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -111690.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -111718.687500 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -111718.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -111740.242188 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -111740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -111752.343750 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -111752.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -111768.375000 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -111768.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -111781.406250 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -111781.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -111797.890625 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -111797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -111814.429688 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -111814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -111822.007812 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -111822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -111832.203125 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -111832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -111839.210938 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -111839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -111843.882812 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -111843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -111846.882812 Penalty: 690.075562
	Iteration 24Q: 3 clusters Score -111846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -111850.218750 Penalty: 690.075562
	Iteration 25Q: 3 clusters Score -111850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -111852.093750 Penalty: 690.075562
	Iteration 26Q: 3 clusters Score -111852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -111852.093750 Penalty: 690.075562
	Iteration 27F: 3 clusters Score -111852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -142842.062500 Penalty: 356.662567
	Iteration 0F: 2 clusters Score -142842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -141099.140625 Penalty: 713.325134
	Iteration 0F: 3 clusters Score -141099.1 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -141856.828125 Penalty: 713.325134
	Iteration 1F: 3 clusters Score -141856.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -142056.078125 Penalty: 713.325134
	Iteration 2F: 3 clusters Score -142056.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142214.296875 Penalty: 713.325134
	Iteration 3F: 3 clusters Score -142214.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142355.359375 Penalty: 713.325134
	Iteration 4F: 3 clusters Score -142355.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -142477.265625 Penalty: 713.325134
	Iteration 5F: 3 clusters Score -142477.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142558.109375 Penalty: 713.325134
	Iteration 6Q: 3 clusters Score -142558.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142609.718750 Penalty: 713.325134
	Iteration 7Q: 3 clusters Score -142609.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142655.437500 Penalty: 713.325134
	Iteration 8Q: 3 clusters Score -142655.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142689.609375 Penalty: 713.325134
	Iteration 9Q: 3 clusters Score -142689.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142703.703125 Penalty: 713.325134
	Iteration 10Q: 3 clusters Score -142703.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142712.359375 Penalty: 713.325134
	Iteration 11Q: 3 clusters Score -142712.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142718.453125 Penalty: 713.325134
	Iteration 12Q: 3 clusters Score -142718.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142722.890625 Penalty: 713.325134
	Iteration 13Q: 3 clusters Score -142722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142725.046875 Penalty: 713.325134
	Iteration 14Q: 3 clusters Score -142725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -142727.625000 Penalty: 713.325134
	Iteration 15Q: 3 clusters Score -142727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142730.625000 Penalty: 713.325134
	Iteration 16Q: 3 clusters Score -142730.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142732.625000 Penalty: 713.325134
	Iteration 17Q: 3 clusters Score -142732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -142736.828125 Penalty: 713.325134
	Iteration 18Q: 3 clusters Score -142736.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142741.203125 Penalty: 713.325134
	Iteration 19Q: 3 clusters Score -142741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142744.000000 Penalty: 713.325134
	Iteration 20F: 3 clusters Score -142744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142746.875000 Penalty: 713.325134
	Iteration 21Q: 3 clusters Score -142746.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142751.593750 Penalty: 713.325134
	Iteration 22Q: 3 clusters Score -142751.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142758.656250 Penalty: 713.325134
	Iteration 23Q: 3 clusters Score -142758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -142763.281250 Penalty: 713.325134
	Iteration 24Q: 3 clusters Score -142763.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142766.000000 Penalty: 713.325134
	Iteration 25Q: 3 clusters Score -142766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142769.546875 Penalty: 713.325134
	Iteration 26Q: 3 clusters Score -142769.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142772.312500 Penalty: 713.325134
	Iteration 27Q: 3 clusters Score -142772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142774.750000 Penalty: 713.325134
	Iteration 28Q: 3 clusters Score -142774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142775.640625 Penalty: 713.325134
	Iteration 29Q: 3 clusters Score -142775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142775.671875 Penalty: 713.325134
	Iteration 30Q: 3 clusters Score -142775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142775.500000 Penalty: 713.325134
	Iteration 31Q: 3 clusters Score -142775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142775.500000 Penalty: 713.325134
	Iteration 32F: 3 clusters Score -142775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -327851.968750 Penalty: 392.132843
	Iteration 0F: 2 clusters Score -327852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -324120.218750 Penalty: 784.265686
	Iteration 0F: 3 clusters Score -324120.2 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -325501.937500 Penalty: 784.265686
	Iteration 1F: 3 clusters Score -325501.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -325676.687500 Penalty: 784.265686
	Iteration 2F: 3 clusters Score -325676.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -325907.312500 Penalty: 784.265686
	Iteration 3F: 3 clusters Score -325907.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -326233.093750 Penalty: 784.265686
	Iteration 4F: 3 clusters Score -326233.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -326622.218750 Penalty: 784.265686
	Iteration 5F: 3 clusters Score -326622.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -326951.656250 Penalty: 784.265686
	Iteration 6F: 3 clusters Score -326951.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -327121.687500 Penalty: 784.265686
	Iteration 7F: 3 clusters Score -327121.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -327222.593750 Penalty: 784.265686
	Iteration 8Q: 3 clusters Score -327222.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -327302.093750 Penalty: 784.265686
	Iteration 9Q: 3 clusters Score -327302.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -327376.656250 Penalty: 784.265686
	Iteration 10Q: 3 clusters Score -327376.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -327455.312500 Penalty: 784.265686
	Iteration 11Q: 3 clusters Score -327455.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -327515.187500 Penalty: 784.265686
	Iteration 12Q: 3 clusters Score -327515.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -327551.656250 Penalty: 784.265686
	Iteration 13Q: 3 clusters Score -327551.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -327579.375000 Penalty: 784.265686
	Iteration 14Q: 3 clusters Score -327579.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327596.593750 Penalty: 784.265686
	Iteration 15Q: 3 clusters Score -327596.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -327606.468750 Penalty: 784.265686
	Iteration 16Q: 3 clusters Score -327606.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -327612.250000 Penalty: 784.265686
	Iteration 17Q: 3 clusters Score -327612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -327614.250000 Penalty: 784.265686
	Iteration 18Q: 3 clusters Score -327614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -327615.031250 Penalty: 784.265686
	Iteration 19Q: 3 clusters Score -327615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -327617.562500 Penalty: 784.265686
	Iteration 20F: 3 clusters Score -327617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -327620.843750 Penalty: 784.265686
	Iteration 21Q: 3 clusters Score -327620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -327623.031250 Penalty: 784.265686
	Iteration 22Q: 3 clusters Score -327623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -327625.812500 Penalty: 784.265686
	Iteration 23Q: 3 clusters Score -327625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -327627.312500 Penalty: 784.265686
	Iteration 24Q: 3 clusters Score -327627.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -327630.156250 Penalty: 784.265686
	Iteration 25Q: 3 clusters Score -327630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -327631.437500 Penalty: 784.265686
	Iteration 26Q: 3 clusters Score -327631.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -327632.656250 Penalty: 784.265686
	Iteration 27Q: 3 clusters Score -327632.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -327634.531250 Penalty: 784.265686
	Iteration 28Q: 3 clusters Score -327634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -327634.781250 Penalty: 784.265686
	Iteration 29Q: 3 clusters Score -327634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -327635.125000 Penalty: 784.265686
	Iteration 30Q: 3 clusters Score -327635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -327636.437500 Penalty: 784.265686
	Iteration 31Q: 3 clusters Score -327636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -327636.875000 Penalty: 784.265686
	Iteration 32Q: 3 clusters Score -327636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -327637.250000 Penalty: 784.265686
	Iteration 33Q: 3 clusters Score -327637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -327638.281250 Penalty: 784.265686
	Iteration 34Q: 3 clusters Score -327638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -327639.093750 Penalty: 784.265686
	Iteration 35Q: 3 clusters Score -327639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -327639.156250 Penalty: 784.265686
	Iteration 36Q: 3 clusters Score -327639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -327640.375000 Penalty: 784.265686
	Iteration 37Q: 3 clusters Score -327640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -327641.531250 Penalty: 784.265686
	Iteration 38Q: 3 clusters Score -327641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -327642.593750 Penalty: 784.265686
	Iteration 39Q: 3 clusters Score -327642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -327643.781250 Penalty: 784.265686
	Iteration 40F: 3 clusters Score -327643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -327645.000000 Penalty: 784.265686
	Iteration 41Q: 3 clusters Score -327645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -327646.031250 Penalty: 784.265686
	Iteration 42Q: 3 clusters Score -327646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -327646.312500 Penalty: 784.265686
	Iteration 43Q: 3 clusters Score -327646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -327646.218750 Penalty: 784.265686
	Iteration 44Q: 3 clusters Score -327646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -327647.312500 Penalty: 784.265686
	Iteration 45Q: 3 clusters Score -327647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -327647.281250 Penalty: 784.265686
	Iteration 46Q: 3 clusters Score -327647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -327647.406250 Penalty: 784.265686
	Iteration 47Q: 3 clusters Score -327647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -327648.281250 Penalty: 784.265686
	Iteration 48Q: 3 clusters Score -327648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -327648.843750 Penalty: 784.265686
	Iteration 49Q: 3 clusters Score -327648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -327649.218750 Penalty: 784.265686
	Iteration 50Q: 3 clusters Score -327649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -327649.031250 Penalty: 784.265686
	Iteration 51Q: 3 clusters Score -327649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -327648.937500 Penalty: 784.265686
	Iteration 52Q: 3 clusters Score -327648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -327649.156250 Penalty: 784.265686
	Iteration 53Q: 3 clusters Score -327649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -327649.156250 Penalty: 784.265686
	Iteration 54F: 3 clusters Score -327649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Entering Unmasked Estep 
Score: -2946958.750000 Penalty: 488.347504
	Iteration 0F: 2 clusters Score -2946959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2916636.250000 Penalty: 976.695007
	Iteration 0F: 3 clusters Score -2916636 nChanged 22112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2929687.000000 Penalty: 976.695007
	Iteration 1F: 3 clusters Score -2929687 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -2930199.000000 Penalty: 976.695007
	Iteration 2Q: 3 clusters Score -2930199 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2930862.250000 Penalty: 976.695007
	Iteration 3Q: 3 clusters Score -2930862 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -2931963.750000 Penalty: 976.695007
	Iteration 4F: 3 clusters Score -2931964 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -2933714.250000 Penalty: 976.695007
	Iteration 5F: 3 clusters Score -2933714 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -2936306.750000 Penalty: 976.695007
	Iteration 6F: 3 clusters Score -2936307 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -2939289.750000 Penalty: 976.695007
	Iteration 7F: 3 clusters Score -2939290 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -2941655.500000 Penalty: 976.695007
	Iteration 8F: 3 clusters Score -2941656 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -2942773.750000 Penalty: 976.695007
	Iteration 9Q: 3 clusters Score -2942774 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -2943318.750000 Penalty: 976.695007
	Iteration 10Q: 3 clusters Score -2943319 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -2943682.000000 Penalty: 976.695007
	Iteration 11Q: 3 clusters Score -2943682 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -2944003.750000 Penalty: 976.695007
	Iteration 12Q: 3 clusters Score -2944004 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -2944275.750000 Penalty: 976.695007
	Iteration 13Q: 3 clusters Score -2944276 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -2944545.250000 Penalty: 976.695007
	Iteration 14Q: 3 clusters Score -2944545 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -2944786.250000 Penalty: 976.695007
	Iteration 15Q: 3 clusters Score -2944786 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -2945006.500000 Penalty: 976.695007
	Iteration 16Q: 3 clusters Score -2945006 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -2945221.000000 Penalty: 976.695007
	Iteration 17Q: 3 clusters Score -2945221 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -2945433.250000 Penalty: 976.695007
	Iteration 18Q: 3 clusters Score -2945433 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -2945640.250000 Penalty: 976.695007
	Iteration 19Q: 3 clusters Score -2945640 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -2945833.250000 Penalty: 976.695007
	Iteration 20F: 3 clusters Score -2945833 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -2946002.750000 Penalty: 976.695007
	Iteration 21Q: 3 clusters Score -2946003 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -2946103.500000 Penalty: 976.695007
	Iteration 22Q: 3 clusters Score -2946104 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -2946181.500000 Penalty: 976.695007
	Iteration 23Q: 3 clusters Score -2946182 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -2946277.250000 Penalty: 976.695007
	Iteration 24Q: 3 clusters Score -2946277 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -2946370.500000 Penalty: 976.695007
	Iteration 25Q: 3 clusters Score -2946370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -2946464.250000 Penalty: 976.695007
	Iteration 26Q: 3 clusters Score -2946464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -2946540.250000 Penalty: 976.695007
	Iteration 27Q: 3 clusters Score -2946540 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -2946581.750000 Penalty: 976.695007
	Iteration 28Q: 3 clusters Score -2946582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -2946626.500000 Penalty: 976.695007
	Iteration 29Q: 3 clusters Score -2946626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -2946624.000000 Penalty: 976.695007
	Iteration 30Q: 3 clusters Score -2946624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -2946624.250000 Penalty: 976.695007
	Iteration 31Q: 3 clusters Score -2946624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -2946643.250000 Penalty: 976.695007
	Iteration 32Q: 3 clusters Score -2946643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -2946642.750000 Penalty: 976.695007
	Iteration 33Q: 3 clusters Score -2946643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -2946648.750000 Penalty: 976.695007
	Iteration 34Q: 3 clusters Score -2946649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -2946648.750000 Penalty: 976.695007
	Iteration 35Q: 3 clusters Score -2946649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -2946644.250000 Penalty: 976.695007
	Iteration 36Q: 3 clusters Score -2946644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -2946637.750000 Penalty: 976.695007
	Iteration 37Q: 3 clusters Score -2946638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -2946646.250000 Penalty: 976.695007
	Iteration 38Q: 3 clusters Score -2946646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -2946649.500000 Penalty: 976.695007
	Iteration 39Q: 3 clusters Score -2946650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -2946652.250000 Penalty: 976.695007
	Iteration 40F: 3 clusters Score -2946652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -2946651.000000 Penalty: 976.695007
	Iteration 41Q: 3 clusters Score -2946651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -2946651.000000 Penalty: 976.695007
	Iteration 42Q: 3 clusters Score -2946651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -2946652.250000 Penalty: 976.695007
	Iteration 43Q: 3 clusters Score -2946652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -2946649.750000 Penalty: 976.695007
	Iteration 44Q: 3 clusters Score -2946650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -2946652.000000 Penalty: 976.695007
	Iteration 45Q: 3 clusters Score -2946652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -2946651.500000 Penalty: 976.695007
	Iteration 46Q: 3 clusters Score -2946652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -2946655.000000 Penalty: 976.695007
	Iteration 47Q: 3 clusters Score -2946655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -2946650.750000 Penalty: 976.695007
	Iteration 48Q: 3 clusters Score -2946651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -2946653.000000 Penalty: 976.695007
	Iteration 49Q: 3 clusters Score -2946653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -2946655.500000 Penalty: 976.695007
	Iteration 50Q: 3 clusters Score -2946656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -2946653.750000 Penalty: 976.695007
	Iteration 51Q: 3 clusters Score -2946654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -2946650.250000 Penalty: 976.695007
	Iteration 52Q: 3 clusters Score -2946650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -2946652.750000 Penalty: 976.695007
	Iteration 53Q: 3 clusters Score -2946653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -2946655.500000 Penalty: 976.695007
	Iteration 54Q: 3 clusters Score -2946656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -2946653.750000 Penalty: 976.695007
	Iteration 55Q: 3 clusters Score -2946654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -2946651.750000 Penalty: 976.695007
	Iteration 56Q: 3 clusters Score -2946652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -2946654.750000 Penalty: 976.695007
	Iteration 57Q: 3 clusters Score -2946655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -2946652.500000 Penalty: 976.695007
	Iteration 58Q: 3 clusters Score -2946652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -2946654.000000 Penalty: 976.695007
	Iteration 59Q: 3 clusters Score -2946654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -2946653.250000 Penalty: 976.695007
	Iteration 60F: 3 clusters Score -2946653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -2946652.000000 Penalty: 976.695007
	Iteration 61Q: 3 clusters Score -2946652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -2946652.750000 Penalty: 976.695007
	Iteration 62Q: 3 clusters Score -2946653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -2946651.000000 Penalty: 976.695007
	Iteration 63Q: 3 clusters Score -2946651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -2946652.750000 Penalty: 976.695007
	Iteration 64Q: 3 clusters Score -2946653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -2946651.500000 Penalty: 976.695007
	Iteration 65Q: 3 clusters Score -2946652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -2946654.000000 Penalty: 976.695007
	Iteration 66Q: 3 clusters Score -2946654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -2946655.500000 Penalty: 976.695007
	Iteration 67Q: 3 clusters Score -2946656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -2946651.250000 Penalty: 976.695007
	Iteration 68Q: 3 clusters Score -2946651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -2946651.500000 Penalty: 976.695007
	Iteration 69Q: 3 clusters Score -2946652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -2946652.250000 Penalty: 976.695007
	Iteration 70Q: 3 clusters Score -2946652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -2946653.500000 Penalty: 976.695007
	Iteration 71Q: 3 clusters Score -2946654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -2946652.250000 Penalty: 976.695007
	Iteration 72Q: 3 clusters Score -2946652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -2946651.750000 Penalty: 976.695007
	Iteration 73Q: 3 clusters Score -2946652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -2946658.250000 Penalty: 976.695007
	Iteration 74Q: 3 clusters Score -2946658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -2946656.000000 Penalty: 976.695007
	Iteration 75Q: 3 clusters Score -2946656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -2946658.000000 Penalty: 976.695007
	Iteration 76Q: 3 clusters Score -2946658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -2946658.500000 Penalty: 976.695007
	Iteration 77Q: 3 clusters Score -2946658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -2946654.500000 Penalty: 976.695007
	Iteration 78Q: 3 clusters Score -2946654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -2946654.750000 Penalty: 976.695007
	Iteration 79Q: 3 clusters Score -2946655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -2946660.750000 Penalty: 976.695007
	Iteration 80F: 3 clusters Score -2946661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -2946662.250000 Penalty: 976.695007
	Iteration 81Q: 3 clusters Score -2946662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -2946664.250000 Penalty: 976.695007
	Iteration 82Q: 3 clusters Score -2946664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -2946665.500000 Penalty: 976.695007
	Iteration 83Q: 3 clusters Score -2946666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -2946662.500000 Penalty: 976.695007
	Iteration 84Q: 3 clusters Score -2946662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -2946664.250000 Penalty: 976.695007
	Iteration 85Q: 3 clusters Score -2946664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -2946661.750000 Penalty: 976.695007
	Iteration 86Q: 3 clusters Score -2946662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -2946662.000000 Penalty: 976.695007
	Iteration 87Q: 3 clusters Score -2946662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -2946664.000000 Penalty: 976.695007
	Iteration 88Q: 3 clusters Score -2946664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -2946666.000000 Penalty: 976.695007
	Iteration 89Q: 3 clusters Score -2946666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -2946666.000000 Penalty: 976.695007
	Iteration 90F: 3 clusters Score -2946666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Entering Unmasked Estep 
Score: -2760331.250000 Penalty: 484.333252
	Iteration 0F: 2 clusters Score -2760331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2733628.000000 Penalty: 968.666504
	Iteration 0F: 3 clusters Score -2733628 nChanged 20157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2745960.750000 Penalty: 968.666504
	Iteration 1F: 3 clusters Score -2745961 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2746727.500000 Penalty: 968.666504
	Iteration 2Q: 3 clusters Score -2746728 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2747872.500000 Penalty: 968.666504
	Iteration 3F: 3 clusters Score -2747872 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2749694.750000 Penalty: 968.666504
	Iteration 4F: 3 clusters Score -2749695 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2751965.750000 Penalty: 968.666504
	Iteration 5F: 3 clusters Score -2751966 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2753665.250000 Penalty: 968.666504
	Iteration 6F: 3 clusters Score -2753665 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2754385.250000 Penalty: 968.666504
	Iteration 7Q: 3 clusters Score -2754385 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2754609.000000 Penalty: 968.666504
	Iteration 8Q: 3 clusters Score -2754609 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2754691.500000 Penalty: 968.666504
	Iteration 9Q: 3 clusters Score -2754692 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2754770.500000 Penalty: 968.666504
	Iteration 10Q: 3 clusters Score -2754770 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2754831.750000 Penalty: 968.666504
	Iteration 11Q: 3 clusters Score -2754832 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2754904.500000 Penalty: 968.666504
	Iteration 12Q: 3 clusters Score -2754904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2754977.500000 Penalty: 968.666504
	Iteration 13Q: 3 clusters Score -2754978 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2755032.000000 Penalty: 968.666504
	Iteration 14Q: 3 clusters Score -2755032 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2755094.500000 Penalty: 968.666504
	Iteration 15Q: 3 clusters Score -2755094 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2755136.000000 Penalty: 968.666504
	Iteration 16Q: 3 clusters Score -2755136 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2755213.500000 Penalty: 968.666504
	Iteration 17Q: 3 clusters Score -2755214 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2755266.500000 Penalty: 968.666504
	Iteration 18Q: 3 clusters Score -2755266 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2755357.750000 Penalty: 968.666504
	Iteration 19Q: 3 clusters Score -2755358 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2755424.750000 Penalty: 968.666504
	Iteration 20F: 3 clusters Score -2755425 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2755483.250000 Penalty: 968.666504
	Iteration 21Q: 3 clusters Score -2755483 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2755552.000000 Penalty: 968.666504
	Iteration 22Q: 3 clusters Score -2755552 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2755605.250000 Penalty: 968.666504
	Iteration 23Q: 3 clusters Score -2755605 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2755659.500000 Penalty: 968.666504
	Iteration 24Q: 3 clusters Score -2755660 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2755696.000000 Penalty: 968.666504
	Iteration 25Q: 3 clusters Score -2755696 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2755752.750000 Penalty: 968.666504
	Iteration 26Q: 3 clusters Score -2755753 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2755779.500000 Penalty: 968.666504
	Iteration 27Q: 3 clusters Score -2755780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2755798.000000 Penalty: 968.666504
	Iteration 28Q: 3 clusters Score -2755798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2755823.500000 Penalty: 968.666504
	Iteration 29Q: 3 clusters Score -2755824 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2755832.500000 Penalty: 968.666504
	Iteration 30Q: 3 clusters Score -2755832 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2755852.500000 Penalty: 968.666504
	Iteration 31Q: 3 clusters Score -2755852 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2755850.500000 Penalty: 968.666504
	Iteration 32Q: 3 clusters Score -2755850 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2755877.750000 Penalty: 968.666504
	Iteration 33Q: 3 clusters Score -2755878 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2755887.750000 Penalty: 968.666504
	Iteration 34Q: 3 clusters Score -2755888 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2755905.250000 Penalty: 968.666504
	Iteration 35Q: 3 clusters Score -2755905 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2755936.750000 Penalty: 968.666504
	Iteration 36Q: 3 clusters Score -2755937 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2755984.500000 Penalty: 968.666504
	Iteration 37Q: 3 clusters Score -2755984 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2756008.000000 Penalty: 968.666504
	Iteration 38Q: 3 clusters Score -2756008 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2756062.000000 Penalty: 968.666504
	Iteration 39Q: 3 clusters Score -2756062 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2756112.000000 Penalty: 968.666504
	Iteration 40F: 3 clusters Score -2756112 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2756184.250000 Penalty: 968.666504
	Iteration 41Q: 3 clusters Score -2756184 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2756291.500000 Penalty: 968.666504
	Iteration 42Q: 3 clusters Score -2756292 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2756383.750000 Penalty: 968.666504
	Iteration 43Q: 3 clusters Score -2756384 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2756499.750000 Penalty: 968.666504
	Iteration 44Q: 3 clusters Score -2756500 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2756604.750000 Penalty: 968.666504
	Iteration 45Q: 3 clusters Score -2756605 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2756746.750000 Penalty: 968.666504
	Iteration 46Q: 3 clusters Score -2756747 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2756910.750000 Penalty: 968.666504
	Iteration 47Q: 3 clusters Score -2756911 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2757056.750000 Penalty: 968.666504
	Iteration 48Q: 3 clusters Score -2757057 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2757242.250000 Penalty: 968.666504
	Iteration 49Q: 3 clusters Score -2757242 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2757417.750000 Penalty: 968.666504
	Iteration 50Q: 3 clusters Score -2757418 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2757634.750000 Penalty: 968.666504
	Iteration 51Q: 3 clusters Score -2757635 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2757858.000000 Penalty: 968.666504
	Iteration 52Q: 3 clusters Score -2757858 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2758099.250000 Penalty: 968.666504
	Iteration 53Q: 3 clusters Score -2758099 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2758353.250000 Penalty: 968.666504
	Iteration 54Q: 3 clusters Score -2758353 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2758624.500000 Penalty: 968.666504
	Iteration 55Q: 3 clusters Score -2758624 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2758871.250000 Penalty: 968.666504
	Iteration 56Q: 3 clusters Score -2758871 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2759123.000000 Penalty: 968.666504
	Iteration 57Q: 3 clusters Score -2759123 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2759343.750000 Penalty: 968.666504
	Iteration 58Q: 3 clusters Score -2759344 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2759559.000000 Penalty: 968.666504
	Iteration 59Q: 3 clusters Score -2759559 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2759736.000000 Penalty: 968.666504
	Iteration 60F: 3 clusters Score -2759736 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2759871.000000 Penalty: 968.666504
	Iteration 61Q: 3 clusters Score -2759871 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2759938.750000 Penalty: 968.666504
	Iteration 62Q: 3 clusters Score -2759939 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2760019.500000 Penalty: 968.666504
	Iteration 63Q: 3 clusters Score -2760020 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2760045.500000 Penalty: 968.666504
	Iteration 64Q: 3 clusters Score -2760046 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2760080.250000 Penalty: 968.666504
	Iteration 65Q: 3 clusters Score -2760080 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2760084.000000 Penalty: 968.666504
	Iteration 66Q: 3 clusters Score -2760084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2760078.250000 Penalty: 968.666504
	Iteration 67Q: 3 clusters Score -2760078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2760071.000000 Penalty: 968.666504
	Iteration 68Q: 3 clusters Score -2760071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2760070.500000 Penalty: 968.666504
	Iteration 69Q: 3 clusters Score -2760070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2760054.500000 Penalty: 968.666504
	Iteration 70Q: 3 clusters Score -2760054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2760058.250000 Penalty: 968.666504
	Iteration 71Q: 3 clusters Score -2760058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2760057.000000 Penalty: 968.666504
	Iteration 72Q: 3 clusters Score -2760057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2760061.500000 Penalty: 968.666504
	Iteration 73Q: 3 clusters Score -2760062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2760066.500000 Penalty: 968.666504
	Iteration 74Q: 3 clusters Score -2760066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2760074.000000 Penalty: 968.666504
	Iteration 75Q: 3 clusters Score -2760074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2760089.250000 Penalty: 968.666504
	Iteration 76Q: 3 clusters Score -2760089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2760099.250000 Penalty: 968.666504
	Iteration 77Q: 3 clusters Score -2760099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2760102.500000 Penalty: 968.666504
	Iteration 78Q: 3 clusters Score -2760102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2760110.250000 Penalty: 968.666504
	Iteration 79Q: 3 clusters Score -2760110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2760114.000000 Penalty: 968.666504
	Iteration 80F: 3 clusters Score -2760114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2760123.750000 Penalty: 968.666504
	Iteration 81Q: 3 clusters Score -2760124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2760123.750000 Penalty: 968.666504
	Iteration 82Q: 3 clusters Score -2760124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2760121.750000 Penalty: 968.666504
	Iteration 83Q: 3 clusters Score -2760122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2760123.250000 Penalty: 968.666504
	Iteration 84Q: 3 clusters Score -2760123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2760119.750000 Penalty: 968.666504
	Iteration 85Q: 3 clusters Score -2760120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2760123.500000 Penalty: 968.666504
	Iteration 86Q: 3 clusters Score -2760124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2760123.500000 Penalty: 968.666504
	Iteration 87Q: 3 clusters Score -2760124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2760123.500000 Penalty: 968.666504
	Iteration 88F: 3 clusters Score -2760124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Entering Unmasked Estep 
Score: -2726093.250000 Penalty: 483.491821
	Iteration 0F: 2 clusters Score -2726093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2699529.000000 Penalty: 966.983643
	Iteration 0F: 3 clusters Score -2699529 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2710950.750000 Penalty: 966.983643
	Iteration 1F: 3 clusters Score -2710951 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2711354.000000 Penalty: 966.983643
	Iteration 2Q: 3 clusters Score -2711354 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2711851.250000 Penalty: 966.983643
	Iteration 3Q: 3 clusters Score -2711851 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2712607.500000 Penalty: 966.983643
	Iteration 4Q: 3 clusters Score -2712608 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -2713863.500000 Penalty: 966.983643
	Iteration 5F: 3 clusters Score -2713864 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -2715864.250000 Penalty: 966.983643
	Iteration 6F: 3 clusters Score -2715864 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -2718258.750000 Penalty: 966.983643
	Iteration 7F: 3 clusters Score -2718259 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -2720374.000000 Penalty: 966.983643
	Iteration 8F: 3 clusters Score -2720374 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -2721906.250000 Penalty: 966.983643
	Iteration 9Q: 3 clusters Score -2721906 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -2722750.250000 Penalty: 966.983643
	Iteration 10Q: 3 clusters Score -2722750 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -2723256.750000 Penalty: 966.983643
	Iteration 11Q: 3 clusters Score -2723257 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -2723656.000000 Penalty: 966.983643
	Iteration 12Q: 3 clusters Score -2723656 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -2723994.500000 Penalty: 966.983643
	Iteration 13Q: 3 clusters Score -2723994 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -2724318.250000 Penalty: 966.983643
	Iteration 14Q: 3 clusters Score -2724318 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -2724654.000000 Penalty: 966.983643
	Iteration 15Q: 3 clusters Score -2724654 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -2724901.000000 Penalty: 966.983643
	Iteration 16Q: 3 clusters Score -2724901 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -2725068.250000 Penalty: 966.983643
	Iteration 17Q: 3 clusters Score -2725068 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -2725163.500000 Penalty: 966.983643
	Iteration 18Q: 3 clusters Score -2725164 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -2725248.750000 Penalty: 966.983643
	Iteration 19Q: 3 clusters Score -2725249 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -2725342.750000 Penalty: 966.983643
	Iteration 20F: 3 clusters Score -2725343 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -2725432.000000 Penalty: 966.983643
	Iteration 21Q: 3 clusters Score -2725432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -2725499.000000 Penalty: 966.983643
	Iteration 22Q: 3 clusters Score -2725499 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -2725584.750000 Penalty: 966.983643
	Iteration 23Q: 3 clusters Score -2725585 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -2725645.500000 Penalty: 966.983643
	Iteration 24Q: 3 clusters Score -2725646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -2725677.250000 Penalty: 966.983643
	Iteration 25Q: 3 clusters Score -2725677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -2725691.750000 Penalty: 966.983643
	Iteration 26Q: 3 clusters Score -2725692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -2725698.750000 Penalty: 966.983643
	Iteration 27Q: 3 clusters Score -2725699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -2725717.000000 Penalty: 966.983643
	Iteration 28Q: 3 clusters Score -2725717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2725715.750000 Penalty: 966.983643
	Iteration 29Q: 3 clusters Score -2725716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -2725719.250000 Penalty: 966.983643
	Iteration 30Q: 3 clusters Score -2725719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -2725716.000000 Penalty: 966.983643
	Iteration 31Q: 3 clusters Score -2725716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -2725716.500000 Penalty: 966.983643
	Iteration 32Q: 3 clusters Score -2725716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -2725715.750000 Penalty: 966.983643
	Iteration 33Q: 3 clusters Score -2725716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -2725716.500000 Penalty: 966.983643
	Iteration 34Q: 3 clusters Score -2725716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -2725716.500000 Penalty: 966.983643
	Iteration 35F: 3 clusters Score -2725716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -320362.875000 Penalty: 390.088989
	Iteration 0F: 2 clusters Score -320362.9 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 2654 members 
Entering Unmasked Estep 
Score: -316803.437500 Penalty: 780.177979
	Iteration 0F: 3 clusters Score -316803.4 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -318163.062500 Penalty: 780.177979
	Iteration 1F: 3 clusters Score -318163.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -318312.906250 Penalty: 780.177979
	Iteration 2F: 3 clusters Score -318312.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -318482.968750 Penalty: 780.177979
	Iteration 3F: 3 clusters Score -318483 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -318712.781250 Penalty: 780.177979
	Iteration 4F: 3 clusters Score -318712.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -318989.218750 Penalty: 780.177979
	Iteration 5F: 3 clusters Score -318989.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -319201.562500 Penalty: 780.177979
	Iteration 6F: 3 clusters Score -319201.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -319315.218750 Penalty: 780.177979
	Iteration 7Q: 3 clusters Score -319315.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -319362.500000 Penalty: 780.177979
	Iteration 8Q: 3 clusters Score -319362.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -319377.906250 Penalty: 780.177979
	Iteration 9Q: 3 clusters Score -319377.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -319385.312500 Penalty: 780.177979
	Iteration 10Q: 3 clusters Score -319385.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -319389.593750 Penalty: 780.177979
	Iteration 11Q: 3 clusters Score -319389.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -319393.250000 Penalty: 780.177979
	Iteration 12Q: 3 clusters Score -319393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -319398.437500 Penalty: 780.177979
	Iteration 13Q: 3 clusters Score -319398.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -319403.406250 Penalty: 780.177979
	Iteration 14Q: 3 clusters Score -319403.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -319409.531250 Penalty: 780.177979
	Iteration 15Q: 3 clusters Score -319409.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -319413.093750 Penalty: 780.177979
	Iteration 16Q: 3 clusters Score -319413.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -319421.156250 Penalty: 780.177979
	Iteration 17Q: 3 clusters Score -319421.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -319430.906250 Penalty: 780.177979
	Iteration 18Q: 3 clusters Score -319430.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -319439.281250 Penalty: 780.177979
	Iteration 19Q: 3 clusters Score -319439.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -319445.218750 Penalty: 780.177979
	Iteration 20F: 3 clusters Score -319445.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -319450.781250 Penalty: 780.177979
	Iteration 21Q: 3 clusters Score -319450.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -319453.906250 Penalty: 780.177979
	Iteration 22Q: 3 clusters Score -319453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -319456.375000 Penalty: 780.177979
	Iteration 23Q: 3 clusters Score -319456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -319457.562500 Penalty: 780.177979
	Iteration 24Q: 3 clusters Score -319457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -319459.531250 Penalty: 780.177979
	Iteration 25Q: 3 clusters Score -319459.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -319460.312500 Penalty: 780.177979
	Iteration 26Q: 3 clusters Score -319460.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -319462.500000 Penalty: 780.177979
	Iteration 27Q: 3 clusters Score -319462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -319463.906250 Penalty: 780.177979
	Iteration 28Q: 3 clusters Score -319463.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -319466.656250 Penalty: 780.177979
	Iteration 29Q: 3 clusters Score -319466.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -319469.125000 Penalty: 780.177979
	Iteration 30Q: 3 clusters Score -319469.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319470.562500 Penalty: 780.177979
	Iteration 31Q: 3 clusters Score -319470.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -319472.937500 Penalty: 780.177979
	Iteration 32Q: 3 clusters Score -319472.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -319474.625000 Penalty: 780.177979
	Iteration 33Q: 3 clusters Score -319474.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -319476.937500 Penalty: 780.177979
	Iteration 34Q: 3 clusters Score -319476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -319479.562500 Penalty: 780.177979
	Iteration 35Q: 3 clusters Score -319479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -319480.312500 Penalty: 780.177979
	Iteration 36Q: 3 clusters Score -319480.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -319481.906250 Penalty: 780.177979
	Iteration 37Q: 3 clusters Score -319481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -319484.000000 Penalty: 780.177979
	Iteration 38Q: 3 clusters Score -319484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -319485.062500 Penalty: 780.177979
	Iteration 39Q: 3 clusters Score -319485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -319486.031250 Penalty: 780.177979
	Iteration 40F: 3 clusters Score -319486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -319488.312500 Penalty: 780.177979
	Iteration 41Q: 3 clusters Score -319488.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -319490.312500 Penalty: 780.177979
	Iteration 42Q: 3 clusters Score -319490.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -319493.593750 Penalty: 780.177979
	Iteration 43Q: 3 clusters Score -319493.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -319497.906250 Penalty: 780.177979
	Iteration 44Q: 3 clusters Score -319497.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -319505.968750 Penalty: 780.177979
	Iteration 45Q: 3 clusters Score -319506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -319516.625000 Penalty: 780.177979
	Iteration 46Q: 3 clusters Score -319516.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -319529.031250 Penalty: 780.177979
	Iteration 47Q: 3 clusters Score -319529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -319542.718750 Penalty: 780.177979
	Iteration 48Q: 3 clusters Score -319542.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -319556.500000 Penalty: 780.177979
	Iteration 49Q: 3 clusters Score -319556.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -319575.187500 Penalty: 780.177979
	Iteration 50Q: 3 clusters Score -319575.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -319597.187500 Penalty: 780.177979
	Iteration 51Q: 3 clusters Score -319597.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -319619.687500 Penalty: 780.177979
	Iteration 52Q: 3 clusters Score -319619.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -319641.062500 Penalty: 780.177979
	Iteration 53Q: 3 clusters Score -319641.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -319666.187500 Penalty: 780.177979
	Iteration 54Q: 3 clusters Score -319666.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -319689.562500 Penalty: 780.177979
	Iteration 55Q: 3 clusters Score -319689.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -319708.562500 Penalty: 780.177979
	Iteration 56Q: 3 clusters Score -319708.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -319723.500000 Penalty: 780.177979
	Iteration 57Q: 3 clusters Score -319723.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -319737.281250 Penalty: 780.177979
	Iteration 58Q: 3 clusters Score -319737.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -319749.750000 Penalty: 780.177979
	Iteration 59Q: 3 clusters Score -319749.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -319764.250000 Penalty: 780.177979
	Iteration 60F: 3 clusters Score -319764.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -319780.343750 Penalty: 780.177979
	Iteration 61Q: 3 clusters Score -319780.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -319795.937500 Penalty: 780.177979
	Iteration 62Q: 3 clusters Score -319795.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -319810.187500 Penalty: 780.177979
	Iteration 63Q: 3 clusters Score -319810.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -319822.375000 Penalty: 780.177979
	Iteration 64Q: 3 clusters Score -319822.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -319830.718750 Penalty: 780.177979
	Iteration 65Q: 3 clusters Score -319830.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -319841.812500 Penalty: 780.177979
	Iteration 66Q: 3 clusters Score -319841.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -319850.250000 Penalty: 780.177979
	Iteration 67Q: 3 clusters Score -319850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -319857.218750 Penalty: 780.177979
	Iteration 68Q: 3 clusters Score -319857.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -319861.406250 Penalty: 780.177979
	Iteration 69Q: 3 clusters Score -319861.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -319867.250000 Penalty: 780.177979
	Iteration 70Q: 3 clusters Score -319867.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -319875.156250 Penalty: 780.177979
	Iteration 71Q: 3 clusters Score -319875.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -319881.656250 Penalty: 780.177979
	Iteration 72Q: 3 clusters Score -319881.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -319889.250000 Penalty: 780.177979
	Iteration 73Q: 3 clusters Score -319889.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -319895.562500 Penalty: 780.177979
	Iteration 74Q: 3 clusters Score -319895.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -319904.500000 Penalty: 780.177979
	Iteration 75Q: 3 clusters Score -319904.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -319910.968750 Penalty: 780.177979
	Iteration 76Q: 3 clusters Score -319911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -319918.906250 Penalty: 780.177979
	Iteration 77Q: 3 clusters Score -319918.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -319930.156250 Penalty: 780.177979
	Iteration 78Q: 3 clusters Score -319930.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -319941.062500 Penalty: 780.177979
	Iteration 79Q: 3 clusters Score -319941.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -319952.062500 Penalty: 780.177979
	Iteration 80F: 3 clusters Score -319952.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -319959.625000 Penalty: 780.177979
	Iteration 81Q: 3 clusters Score -319959.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -319967.937500 Penalty: 780.177979
	Iteration 82Q: 3 clusters Score -319967.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -319973.093750 Penalty: 780.177979
	Iteration 83Q: 3 clusters Score -319973.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -319979.125000 Penalty: 780.177979
	Iteration 84Q: 3 clusters Score -319979.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -319985.937500 Penalty: 780.177979
	Iteration 85Q: 3 clusters Score -319985.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -319991.906250 Penalty: 780.177979
	Iteration 86Q: 3 clusters Score -319991.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -319998.812500 Penalty: 780.177979
	Iteration 87Q: 3 clusters Score -319998.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -320002.093750 Penalty: 780.177979
	Iteration 88Q: 3 clusters Score -320002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -320005.156250 Penalty: 780.177979
	Iteration 89Q: 3 clusters Score -320005.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -320007.562500 Penalty: 780.177979
	Iteration 90Q: 3 clusters Score -320007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -320009.531250 Penalty: 780.177979
	Iteration 91Q: 3 clusters Score -320009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -320011.968750 Penalty: 780.177979
	Iteration 92Q: 3 clusters Score -320012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -320014.937500 Penalty: 780.177979
	Iteration 93Q: 3 clusters Score -320014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -320016.468750 Penalty: 780.177979
	Iteration 94Q: 3 clusters Score -320016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -320019.281250 Penalty: 780.177979
	Iteration 95Q: 3 clusters Score -320019.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -320022.281250 Penalty: 780.177979
	Iteration 96Q: 3 clusters Score -320022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -320025.218750 Penalty: 780.177979
	Iteration 97Q: 3 clusters Score -320025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -320027.093750 Penalty: 780.177979
	Iteration 98Q: 3 clusters Score -320027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -320028.875000 Penalty: 780.177979
	Iteration 99Q: 3 clusters Score -320028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -320031.281250 Penalty: 780.177979
	Iteration 100F: 3 clusters Score -320031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -320031.593750 Penalty: 780.177979
	Iteration 101Q: 3 clusters Score -320031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -320032.718750 Penalty: 780.177979
	Iteration 102Q: 3 clusters Score -320032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -320034.031250 Penalty: 780.177979
	Iteration 103Q: 3 clusters Score -320034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -320035.187500 Penalty: 780.177979
	Iteration 104Q: 3 clusters Score -320035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -320036.562500 Penalty: 780.177979
	Iteration 105Q: 3 clusters Score -320036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -320037.906250 Penalty: 780.177979
	Iteration 106Q: 3 clusters Score -320037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -320038.062500 Penalty: 780.177979
	Iteration 107Q: 3 clusters Score -320038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -320038.781250 Penalty: 780.177979
	Iteration 108Q: 3 clusters Score -320038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -320039.062500 Penalty: 780.177979
	Iteration 109Q: 3 clusters Score -320039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -320040.093750 Penalty: 780.177979
	Iteration 110Q: 3 clusters Score -320040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -320040.312500 Penalty: 780.177979
	Iteration 111Q: 3 clusters Score -320040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -320042.000000 Penalty: 780.177979
	Iteration 112Q: 3 clusters Score -320042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -320043.062500 Penalty: 780.177979
	Iteration 113Q: 3 clusters Score -320043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -320043.812500 Penalty: 780.177979
	Iteration 114Q: 3 clusters Score -320043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -320044.250000 Penalty: 780.177979
	Iteration 115Q: 3 clusters Score -320044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -320045.125000 Penalty: 780.177979
	Iteration 116Q: 3 clusters Score -320045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -320045.656250 Penalty: 780.177979
	Iteration 117Q: 3 clusters Score -320045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -320046.093750 Penalty: 780.177979
	Iteration 118Q: 3 clusters Score -320046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -320047.812500 Penalty: 780.177979
	Iteration 119Q: 3 clusters Score -320047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -320051.062500 Penalty: 780.177979
	Iteration 120F: 3 clusters Score -320051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -320054.687500 Penalty: 780.177979
	Iteration 121Q: 3 clusters Score -320054.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -320057.312500 Penalty: 780.177979
	Iteration 122Q: 3 clusters Score -320057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -320062.375000 Penalty: 780.177979
	Iteration 123Q: 3 clusters Score -320062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -320068.968750 Penalty: 780.177979
	Iteration 124Q: 3 clusters Score -320069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -320079.593750 Penalty: 780.177979
	Iteration 125Q: 3 clusters Score -320079.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -320088.843750 Penalty: 780.177979
	Iteration 126Q: 3 clusters Score -320088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -320093.187500 Penalty: 780.177979
	Iteration 127Q: 3 clusters Score -320093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -320093.906250 Penalty: 780.177979
	Iteration 128Q: 3 clusters Score -320093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -320095.437500 Penalty: 780.177979
	Iteration 129Q: 3 clusters Score -320095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -320095.906250 Penalty: 780.177979
	Iteration 130Q: 3 clusters Score -320095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -320096.343750 Penalty: 780.177979
	Iteration 131Q: 3 clusters Score -320096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -320097.562500 Penalty: 780.177979
	Iteration 132Q: 3 clusters Score -320097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -320098.281250 Penalty: 780.177979
	Iteration 133Q: 3 clusters Score -320098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -320099.062500 Penalty: 780.177979
	Iteration 134Q: 3 clusters Score -320099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -320099.812500 Penalty: 780.177979
	Iteration 135Q: 3 clusters Score -320099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -320101.125000 Penalty: 780.177979
	Iteration 136Q: 3 clusters Score -320101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -320100.968750 Penalty: 780.177979
	Iteration 137Q: 3 clusters Score -320101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -320101.437500 Penalty: 780.177979
	Iteration 138Q: 3 clusters Score -320101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -320102.000000 Penalty: 780.177979
	Iteration 139Q: 3 clusters Score -320102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -320102.000000 Penalty: 780.177979
	Iteration 140F: 3 clusters Score -320102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -320102.781250 Penalty: 780.177979
	Iteration 141Q: 3 clusters Score -320102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -320103.718750 Penalty: 780.177979
	Iteration 142Q: 3 clusters Score -320103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -320104.156250 Penalty: 780.177979
	Iteration 143Q: 3 clusters Score -320104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -320104.937500 Penalty: 780.177979
	Iteration 144Q: 3 clusters Score -320104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -320105.093750 Penalty: 780.177979
	Iteration 145Q: 3 clusters Score -320105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -320105.656250 Penalty: 780.177979
	Iteration 146Q: 3 clusters Score -320105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -320105.656250 Penalty: 780.177979
	Iteration 147F: 3 clusters Score -320105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Entering Unmasked Estep 
Score: -490542.468750 Penalty: 404.937744
	Iteration 0F: 2 clusters Score -490542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -485615.312500 Penalty: 809.875488
	Iteration 0F: 3 clusters Score -485615.3 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -487518.437500 Penalty: 809.875488
	Iteration 1F: 3 clusters Score -487518.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -487657.875000 Penalty: 809.875488
	Iteration 2Q: 3 clusters Score -487657.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -487817.093750 Penalty: 809.875488
	Iteration 3Q: 3 clusters Score -487817.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -488067.375000 Penalty: 809.875488
	Iteration 4F: 3 clusters Score -488067.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -488412.843750 Penalty: 809.875488
	Iteration 5F: 3 clusters Score -488412.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -488856.875000 Penalty: 809.875488
	Iteration 6F: 3 clusters Score -488856.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -489252.968750 Penalty: 809.875488
	Iteration 7F: 3 clusters Score -489253 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -489564.906250 Penalty: 809.875488
	Iteration 8Q: 3 clusters Score -489564.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -489759.093750 Penalty: 809.875488
	Iteration 9Q: 3 clusters Score -489759.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -489880.593750 Penalty: 809.875488
	Iteration 10Q: 3 clusters Score -489880.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -489967.250000 Penalty: 809.875488
	Iteration 11Q: 3 clusters Score -489967.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -490014.281250 Penalty: 809.875488
	Iteration 12Q: 3 clusters Score -490014.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -490056.406250 Penalty: 809.875488
	Iteration 13Q: 3 clusters Score -490056.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -490084.656250 Penalty: 809.875488
	Iteration 14Q: 3 clusters Score -490084.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -490098.500000 Penalty: 809.875488
	Iteration 15Q: 3 clusters Score -490098.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -490115.593750 Penalty: 809.875488
	Iteration 16Q: 3 clusters Score -490115.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -490127.531250 Penalty: 809.875488
	Iteration 17Q: 3 clusters Score -490127.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -490140.218750 Penalty: 809.875488
	Iteration 18Q: 3 clusters Score -490140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -490144.875000 Penalty: 809.875488
	Iteration 19Q: 3 clusters Score -490144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -490148.562500 Penalty: 809.875488
	Iteration 20F: 3 clusters Score -490148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -490153.031250 Penalty: 809.875488
	Iteration 21Q: 3 clusters Score -490153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -490154.562500 Penalty: 809.875488
	Iteration 22Q: 3 clusters Score -490154.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -490157.312500 Penalty: 809.875488
	Iteration 23Q: 3 clusters Score -490157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -490159.500000 Penalty: 809.875488
	Iteration 24Q: 3 clusters Score -490159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -490162.437500 Penalty: 809.875488
	Iteration 25Q: 3 clusters Score -490162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -490165.406250 Penalty: 809.875488
	Iteration 26Q: 3 clusters Score -490165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -490168.343750 Penalty: 809.875488
	Iteration 27Q: 3 clusters Score -490168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -490171.812500 Penalty: 809.875488
	Iteration 28Q: 3 clusters Score -490171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -490176.031250 Penalty: 809.875488
	Iteration 29Q: 3 clusters Score -490176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -490180.812500 Penalty: 809.875488
	Iteration 30Q: 3 clusters Score -490180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -490183.906250 Penalty: 809.875488
	Iteration 31Q: 3 clusters Score -490183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -490185.093750 Penalty: 809.875488
	Iteration 32Q: 3 clusters Score -490185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -490186.562500 Penalty: 809.875488
	Iteration 33Q: 3 clusters Score -490186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -490187.593750 Penalty: 809.875488
	Iteration 34Q: 3 clusters Score -490187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -490187.593750 Penalty: 809.875488
	Iteration 35Q: 3 clusters Score -490187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -490188.687500 Penalty: 809.875488
	Iteration 36Q: 3 clusters Score -490188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -490190.875000 Penalty: 809.875488
	Iteration 37Q: 3 clusters Score -490190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -490192.781250 Penalty: 809.875488
	Iteration 38Q: 3 clusters Score -490192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -490197.156250 Penalty: 809.875488
	Iteration 39Q: 3 clusters Score -490197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -490203.125000 Penalty: 809.875488
	Iteration 40F: 3 clusters Score -490203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -490205.625000 Penalty: 809.875488
	Iteration 41Q: 3 clusters Score -490205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -490207.156250 Penalty: 809.875488
	Iteration 42Q: 3 clusters Score -490207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -490207.843750 Penalty: 809.875488
	Iteration 43Q: 3 clusters Score -490207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -490209.468750 Penalty: 809.875488
	Iteration 44Q: 3 clusters Score -490209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -490210.843750 Penalty: 809.875488
	Iteration 45Q: 3 clusters Score -490210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -490210.843750 Penalty: 809.875488
	Iteration 46F: 3 clusters Score -490210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Entering Unmasked Estep 
Score: -1869904.750000 Penalty: 466.914673
	Iteration 0F: 2 clusters Score -1869905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1850996.625000 Penalty: 933.829346
	Iteration 0F: 3 clusters Score -1850997 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1859148.500000 Penalty: 933.829346
	Iteration 1F: 3 clusters Score -1859148 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1860020.625000 Penalty: 933.829346
	Iteration 2F: 3 clusters Score -1860021 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1861216.125000 Penalty: 933.829346
	Iteration 3F: 3 clusters Score -1861216 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1862563.375000 Penalty: 933.829346
	Iteration 4F: 3 clusters Score -1862563 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1863864.750000 Penalty: 933.829346
	Iteration 5F: 3 clusters Score -1863865 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -1864957.125000 Penalty: 933.829346
	Iteration 6F: 3 clusters Score -1864957 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -1865781.625000 Penalty: 933.829346
	Iteration 7Q: 3 clusters Score -1865782 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -1866284.375000 Penalty: 933.829346
	Iteration 8Q: 3 clusters Score -1866284 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -1866603.125000 Penalty: 933.829346
	Iteration 9Q: 3 clusters Score -1866603 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -1866820.375000 Penalty: 933.829346
	Iteration 10Q: 3 clusters Score -1866820 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -1867034.000000 Penalty: 933.829346
	Iteration 11Q: 3 clusters Score -1867034 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -1867248.875000 Penalty: 933.829346
	Iteration 12Q: 3 clusters Score -1867249 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -1867459.625000 Penalty: 933.829346
	Iteration 13Q: 3 clusters Score -1867460 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1867679.000000 Penalty: 933.829346
	Iteration 14Q: 3 clusters Score -1867679 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1867909.875000 Penalty: 933.829346
	Iteration 15Q: 3 clusters Score -1867910 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -1868119.125000 Penalty: 933.829346
	Iteration 16Q: 3 clusters Score -1868119 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -1868350.000000 Penalty: 933.829346
	Iteration 17Q: 3 clusters Score -1868350 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -1868551.750000 Penalty: 933.829346
	Iteration 18Q: 3 clusters Score -1868552 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -1868734.250000 Penalty: 933.829346
	Iteration 19Q: 3 clusters Score -1868734 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -1868881.750000 Penalty: 933.829346
	Iteration 20F: 3 clusters Score -1868882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -1869003.125000 Penalty: 933.829346
	Iteration 21Q: 3 clusters Score -1869003 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -1869110.375000 Penalty: 933.829346
	Iteration 22Q: 3 clusters Score -1869110 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -1869205.500000 Penalty: 933.829346
	Iteration 23Q: 3 clusters Score -1869206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -1869279.750000 Penalty: 933.829346
	Iteration 24Q: 3 clusters Score -1869280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -1869329.500000 Penalty: 933.829346
	Iteration 25Q: 3 clusters Score -1869330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -1869374.000000 Penalty: 933.829346
	Iteration 26Q: 3 clusters Score -1869374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -1869409.250000 Penalty: 933.829346
	Iteration 27Q: 3 clusters Score -1869409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -1869430.500000 Penalty: 933.829346
	Iteration 28Q: 3 clusters Score -1869430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -1869444.750000 Penalty: 933.829346
	Iteration 29Q: 3 clusters Score -1869445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -1869468.250000 Penalty: 933.829346
	Iteration 30Q: 3 clusters Score -1869468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -1869484.000000 Penalty: 933.829346
	Iteration 31Q: 3 clusters Score -1869484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -1869495.125000 Penalty: 933.829346
	Iteration 32Q: 3 clusters Score -1869495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -1869496.250000 Penalty: 933.829346
	Iteration 33Q: 3 clusters Score -1869496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -1869497.625000 Penalty: 933.829346
	Iteration 34Q: 3 clusters Score -1869498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1869502.875000 Penalty: 933.829346
	Iteration 35Q: 3 clusters Score -1869503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -1869504.250000 Penalty: 933.829346
	Iteration 36Q: 3 clusters Score -1869504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1869503.125000 Penalty: 933.829346
	Iteration 37Q: 3 clusters Score -1869503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1869503.125000 Penalty: 933.829346
	Iteration 38F: 3 clusters Score -1869503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -108818.734375 Penalty: 345.658691
	Iteration 0F: 2 clusters Score -108818.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -107411.468750 Penalty: 691.317383
	Iteration 0F: 3 clusters Score -107411.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -108020.070312 Penalty: 691.317383
	Iteration 1F: 3 clusters Score -108020.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -108143.414062 Penalty: 691.317383
	Iteration 2F: 3 clusters Score -108143.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -108217.460938 Penalty: 691.317383
	Iteration 3F: 3 clusters Score -108217.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -108285.867188 Penalty: 691.317383
	Iteration 4F: 3 clusters Score -108285.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -108335.218750 Penalty: 691.317383
	Iteration 5Q: 3 clusters Score -108335.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -108377.492188 Penalty: 691.317383
	Iteration 6Q: 3 clusters Score -108377.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108415.078125 Penalty: 691.317383
	Iteration 7Q: 3 clusters Score -108415.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -108447.593750 Penalty: 691.317383
	Iteration 8Q: 3 clusters Score -108447.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -108459.687500 Penalty: 691.317383
	Iteration 9Q: 3 clusters Score -108459.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -108470.867188 Penalty: 691.317383
	Iteration 10Q: 3 clusters Score -108470.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -108476.039062 Penalty: 691.317383
	Iteration 11Q: 3 clusters Score -108476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -108478.023438 Penalty: 691.317383
	Iteration 12Q: 3 clusters Score -108478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -108479.632812 Penalty: 691.317383
	Iteration 13Q: 3 clusters Score -108479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -108481.421875 Penalty: 691.317383
	Iteration 14Q: 3 clusters Score -108481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -108483.375000 Penalty: 691.317383
	Iteration 15Q: 3 clusters Score -108483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108484.843750 Penalty: 691.317383
	Iteration 16Q: 3 clusters Score -108484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -108486.062500 Penalty: 691.317383
	Iteration 17Q: 3 clusters Score -108486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108486.476562 Penalty: 691.317383
	Iteration 18Q: 3 clusters Score -108486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -108486.945312 Penalty: 691.317383
	Iteration 19Q: 3 clusters Score -108486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108487.562500 Penalty: 691.317383
	Iteration 20F: 3 clusters Score -108487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -108487.609375 Penalty: 691.317383
	Iteration 21Q: 3 clusters Score -108487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108487.789062 Penalty: 691.317383
	Iteration 22Q: 3 clusters Score -108487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -108487.750000 Penalty: 691.317383
	Iteration 23Q: 3 clusters Score -108487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108488.132812 Penalty: 691.317383
	Iteration 24Q: 3 clusters Score -108488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -108488.515625 Penalty: 691.317383
	Iteration 25Q: 3 clusters Score -108488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108489.468750 Penalty: 691.317383
	Iteration 26Q: 3 clusters Score -108489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -108490.757812 Penalty: 691.317383
	Iteration 27Q: 3 clusters Score -108490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -108491.140625 Penalty: 691.317383
	Iteration 28Q: 3 clusters Score -108491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -108491.414062 Penalty: 691.317383
	Iteration 29Q: 3 clusters Score -108491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -108493.039062 Penalty: 691.317383
	Iteration 30Q: 3 clusters Score -108493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -108493.601562 Penalty: 691.317383
	Iteration 31Q: 3 clusters Score -108493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -108493.976562 Penalty: 691.317383
	Iteration 32Q: 3 clusters Score -108494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -108494.046875 Penalty: 691.317383
	Iteration 33Q: 3 clusters Score -108494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -108494.046875 Penalty: 691.317383
	Iteration 34F: 3 clusters Score -108494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -275602.281250 Penalty: 380.084137
	Iteration 0F: 2 clusters Score -275602.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -272679.781250 Penalty: 760.168274
	Iteration 0F: 3 clusters Score -272679.8 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -273782.593750 Penalty: 760.168274
	Iteration 1F: 3 clusters Score -273782.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -273934.437500 Penalty: 760.168274
	Iteration 2F: 3 clusters Score -273934.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -274081.875000 Penalty: 760.168274
	Iteration 3F: 3 clusters Score -274081.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -274191.562500 Penalty: 760.168274
	Iteration 4F: 3 clusters Score -274191.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -274300.656250 Penalty: 760.168274
	Iteration 5Q: 3 clusters Score -274300.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274423.875000 Penalty: 760.168274
	Iteration 6Q: 3 clusters Score -274423.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -274551.593750 Penalty: 760.168274
	Iteration 7Q: 3 clusters Score -274551.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -274672.843750 Penalty: 760.168274
	Iteration 8Q: 3 clusters Score -274672.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -274794.656250 Penalty: 760.168274
	Iteration 9Q: 3 clusters Score -274794.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -274891.937500 Penalty: 760.168274
	Iteration 10Q: 3 clusters Score -274891.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -274966.406250 Penalty: 760.168274
	Iteration 11Q: 3 clusters Score -274966.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -275039.062500 Penalty: 760.168274
	Iteration 12Q: 3 clusters Score -275039.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -275089.343750 Penalty: 760.168274
	Iteration 13Q: 3 clusters Score -275089.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -275135.781250 Penalty: 760.168274
	Iteration 14Q: 3 clusters Score -275135.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -275176.750000 Penalty: 760.168274
	Iteration 15Q: 3 clusters Score -275176.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -275211.968750 Penalty: 760.168274
	Iteration 16Q: 3 clusters Score -275212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -275229.906250 Penalty: 760.168274
	Iteration 17Q: 3 clusters Score -275229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -275237.156250 Penalty: 760.168274
	Iteration 18Q: 3 clusters Score -275237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -275244.343750 Penalty: 760.168274
	Iteration 19Q: 3 clusters Score -275244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -275249.281250 Penalty: 760.168274
	Iteration 20F: 3 clusters Score -275249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -275254.093750 Penalty: 760.168274
	Iteration 21Q: 3 clusters Score -275254.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -275257.843750 Penalty: 760.168274
	Iteration 22Q: 3 clusters Score -275257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -275261.250000 Penalty: 760.168274
	Iteration 23Q: 3 clusters Score -275261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -275266.281250 Penalty: 760.168274
	Iteration 24Q: 3 clusters Score -275266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -275268.906250 Penalty: 760.168274
	Iteration 25Q: 3 clusters Score -275268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -275271.718750 Penalty: 760.168274
	Iteration 26Q: 3 clusters Score -275271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -275275.406250 Penalty: 760.168274
	Iteration 27Q: 3 clusters Score -275275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -275282.468750 Penalty: 760.168274
	Iteration 28Q: 3 clusters Score -275282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -275291.843750 Penalty: 760.168274
	Iteration 29Q: 3 clusters Score -275291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -275293.906250 Penalty: 760.168274
	Iteration 30Q: 3 clusters Score -275293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -275295.312500 Penalty: 760.168274
	Iteration 31Q: 3 clusters Score -275295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -275296.812500 Penalty: 760.168274
	Iteration 32Q: 3 clusters Score -275296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -275297.218750 Penalty: 760.168274
	Iteration 33Q: 3 clusters Score -275297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -275297.218750 Penalty: 760.168274
	Iteration 34F: 3 clusters Score -275297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -182408.937500 Penalty: 360.281036
	Iteration 0F: 2 clusters Score -182408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -180460.375000 Penalty: 720.562073
	Iteration 0F: 3 clusters Score -180460.4 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -181068.062500 Penalty: 720.562073
	Iteration 1F: 3 clusters Score -181068.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -181146.296875 Penalty: 720.562073
	Iteration 2F: 3 clusters Score -181146.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -181238.687500 Penalty: 720.562073
	Iteration 3F: 3 clusters Score -181238.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -181358.984375 Penalty: 720.562073
	Iteration 4F: 3 clusters Score -181359 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -181512.437500 Penalty: 720.562073
	Iteration 5F: 3 clusters Score -181512.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -181646.687500 Penalty: 720.562073
	Iteration 6F: 3 clusters Score -181646.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -181720.828125 Penalty: 720.562073
	Iteration 7Q: 3 clusters Score -181720.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -181762.156250 Penalty: 720.562073
	Iteration 8Q: 3 clusters Score -181762.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -181804.500000 Penalty: 720.562073
	Iteration 9Q: 3 clusters Score -181804.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -181833.343750 Penalty: 720.562073
	Iteration 10Q: 3 clusters Score -181833.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -181859.109375 Penalty: 720.562073
	Iteration 11Q: 3 clusters Score -181859.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -181879.171875 Penalty: 720.562073
	Iteration 12Q: 3 clusters Score -181879.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -181891.953125 Penalty: 720.562073
	Iteration 13Q: 3 clusters Score -181892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -181905.296875 Penalty: 720.562073
	Iteration 14Q: 3 clusters Score -181905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -181916.843750 Penalty: 720.562073
	Iteration 15Q: 3 clusters Score -181916.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -181928.593750 Penalty: 720.562073
	Iteration 16Q: 3 clusters Score -181928.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -181938.093750 Penalty: 720.562073
	Iteration 17Q: 3 clusters Score -181938.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -181946.796875 Penalty: 720.562073
	Iteration 18Q: 3 clusters Score -181946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -181951.187500 Penalty: 720.562073
	Iteration 19Q: 3 clusters Score -181951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -181954.093750 Penalty: 720.562073
	Iteration 20F: 3 clusters Score -181954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -181957.453125 Penalty: 720.562073
	Iteration 21Q: 3 clusters Score -181957.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -181960.031250 Penalty: 720.562073
	Iteration 22Q: 3 clusters Score -181960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -181964.078125 Penalty: 720.562073
	Iteration 23Q: 3 clusters Score -181964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -181966.546875 Penalty: 720.562073
	Iteration 24Q: 3 clusters Score -181966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -181968.406250 Penalty: 720.562073
	Iteration 25Q: 3 clusters Score -181968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -181970.406250 Penalty: 720.562073
	Iteration 26Q: 3 clusters Score -181970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -181972.562500 Penalty: 720.562073
	Iteration 27Q: 3 clusters Score -181972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -181974.015625 Penalty: 720.562073
	Iteration 28Q: 3 clusters Score -181974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -181976.734375 Penalty: 720.562073
	Iteration 29Q: 3 clusters Score -181976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -181978.296875 Penalty: 720.562073
	Iteration 30Q: 3 clusters Score -181978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -181979.171875 Penalty: 720.562073
	Iteration 31Q: 3 clusters Score -181979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -181981.953125 Penalty: 720.562073
	Iteration 32Q: 3 clusters Score -181982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -181985.265625 Penalty: 720.562073
	Iteration 33Q: 3 clusters Score -181985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -181987.078125 Penalty: 720.562073
	Iteration 34Q: 3 clusters Score -181987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -181991.921875 Penalty: 720.562073
	Iteration 35Q: 3 clusters Score -181991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -181996.656250 Penalty: 720.562073
	Iteration 36Q: 3 clusters Score -181996.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -181998.859375 Penalty: 720.562073
	Iteration 37Q: 3 clusters Score -181998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -182000.812500 Penalty: 720.562073
	Iteration 38Q: 3 clusters Score -182000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -182003.468750 Penalty: 720.562073
	Iteration 39Q: 3 clusters Score -182003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -182004.906250 Penalty: 720.562073
	Iteration 40F: 3 clusters Score -182004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -182005.453125 Penalty: 720.562073
	Iteration 41Q: 3 clusters Score -182005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -182005.984375 Penalty: 720.562073
	Iteration 42Q: 3 clusters Score -182006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -182006.625000 Penalty: 720.562073
	Iteration 43Q: 3 clusters Score -182006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -182007.109375 Penalty: 720.562073
	Iteration 44Q: 3 clusters Score -182007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -182007.109375 Penalty: 720.562073
	Iteration 45F: 3 clusters Score -182007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -376515.562500 Penalty: 398.069550
	Iteration 0F: 2 clusters Score -376515.6 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 3206 members 
Entering Unmasked Estep 
Score: -372281.375000 Penalty: 796.139099
	Iteration 0F: 3 clusters Score -372281.4 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -374074.968750 Penalty: 796.139099
	Iteration 1F: 3 clusters Score -374075 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -374389.062500 Penalty: 796.139099
	Iteration 2F: 3 clusters Score -374389.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -374777.031250 Penalty: 796.139099
	Iteration 3F: 3 clusters Score -374777 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -375157.906250 Penalty: 796.139099
	Iteration 4F: 3 clusters Score -375157.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -375466.156250 Penalty: 796.139099
	Iteration 5F: 3 clusters Score -375466.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -375653.093750 Penalty: 796.139099
	Iteration 6Q: 3 clusters Score -375653.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -375767.281250 Penalty: 796.139099
	Iteration 7Q: 3 clusters Score -375767.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -375840.000000 Penalty: 796.139099
	Iteration 8Q: 3 clusters Score -375840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -375902.187500 Penalty: 796.139099
	Iteration 9Q: 3 clusters Score -375902.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -375960.343750 Penalty: 796.139099
	Iteration 10Q: 3 clusters Score -375960.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -376011.718750 Penalty: 796.139099
	Iteration 11Q: 3 clusters Score -376011.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -376044.625000 Penalty: 796.139099
	Iteration 12Q: 3 clusters Score -376044.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -376073.750000 Penalty: 796.139099
	Iteration 13Q: 3 clusters Score -376073.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -376097.218750 Penalty: 796.139099
	Iteration 14Q: 3 clusters Score -376097.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -376117.218750 Penalty: 796.139099
	Iteration 15Q: 3 clusters Score -376117.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -376132.500000 Penalty: 796.139099
	Iteration 16Q: 3 clusters Score -376132.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -376142.687500 Penalty: 796.139099
	Iteration 17Q: 3 clusters Score -376142.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -376147.687500 Penalty: 796.139099
	Iteration 18Q: 3 clusters Score -376147.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -376153.062500 Penalty: 796.139099
	Iteration 19Q: 3 clusters Score -376153.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -376157.312500 Penalty: 796.139099
	Iteration 20F: 3 clusters Score -376157.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -376159.093750 Penalty: 796.139099
	Iteration 21Q: 3 clusters Score -376159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -376160.937500 Penalty: 796.139099
	Iteration 22Q: 3 clusters Score -376160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -376161.062500 Penalty: 796.139099
	Iteration 23Q: 3 clusters Score -376161.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -376161.812500 Penalty: 796.139099
	Iteration 24Q: 3 clusters Score -376161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -376162.593750 Penalty: 796.139099
	Iteration 25Q: 3 clusters Score -376162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -376164.281250 Penalty: 796.139099
	Iteration 26Q: 3 clusters Score -376164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -376163.625000 Penalty: 796.139099
	Iteration 27Q: 3 clusters Score -376163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -376163.437500 Penalty: 796.139099
	Iteration 28Q: 3 clusters Score -376163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -376163.687500 Penalty: 796.139099
	Iteration 29Q: 3 clusters Score -376163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -376163.687500 Penalty: 796.139099
	Iteration 30F: 3 clusters Score -376163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Entering Unmasked Estep 
Score: -3057087.750000 Penalty: 490.455780
	Iteration 0F: 2 clusters Score -3057088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3024782.500000 Penalty: 980.911560
	Iteration 0F: 3 clusters Score -3024782 nChanged 23460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3038863.750000 Penalty: 980.911560
	Iteration 1F: 3 clusters Score -3038864 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3039575.750000 Penalty: 980.911560
	Iteration 2Q: 3 clusters Score -3039576 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3040652.250000 Penalty: 980.911560
	Iteration 3Q: 3 clusters Score -3040652 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3042243.750000 Penalty: 980.911560
	Iteration 4F: 3 clusters Score -3042244 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3044417.000000 Penalty: 980.911560
	Iteration 5F: 3 clusters Score -3044417 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3046485.250000 Penalty: 980.911560
	Iteration 6F: 3 clusters Score -3046485 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3047450.750000 Penalty: 980.911560
	Iteration 7Q: 3 clusters Score -3047451 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3047716.250000 Penalty: 980.911560
	Iteration 8Q: 3 clusters Score -3047716 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3047740.750000 Penalty: 980.911560
	Iteration 9Q: 3 clusters Score -3047741 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3047768.000000 Penalty: 980.911560
	Iteration 10Q: 3 clusters Score -3047768 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3047776.250000 Penalty: 980.911560
	Iteration 11Q: 3 clusters Score -3047776 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3047789.000000 Penalty: 980.911560
	Iteration 12Q: 3 clusters Score -3047789 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3047806.000000 Penalty: 980.911560
	Iteration 13Q: 3 clusters Score -3047806 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3047813.500000 Penalty: 980.911560
	Iteration 14Q: 3 clusters Score -3047814 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3047825.750000 Penalty: 980.911560
	Iteration 15Q: 3 clusters Score -3047826 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3047848.000000 Penalty: 980.911560
	Iteration 16Q: 3 clusters Score -3047848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3047847.000000 Penalty: 980.911560
	Iteration 17Q: 3 clusters Score -3047847 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3047874.750000 Penalty: 980.911560
	Iteration 18Q: 3 clusters Score -3047875 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3047896.250000 Penalty: 980.911560
	Iteration 19Q: 3 clusters Score -3047896 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3047917.750000 Penalty: 980.911560
	Iteration 20F: 3 clusters Score -3047918 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3047956.500000 Penalty: 980.911560
	Iteration 21Q: 3 clusters Score -3047956 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3048015.500000 Penalty: 980.911560
	Iteration 22Q: 3 clusters Score -3048016 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3048077.750000 Penalty: 980.911560
	Iteration 23Q: 3 clusters Score -3048078 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3048179.250000 Penalty: 980.911560
	Iteration 24Q: 3 clusters Score -3048179 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3048290.750000 Penalty: 980.911560
	Iteration 25Q: 3 clusters Score -3048291 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3048426.750000 Penalty: 980.911560
	Iteration 26Q: 3 clusters Score -3048427 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3048589.250000 Penalty: 980.911560
	Iteration 27Q: 3 clusters Score -3048589 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -3048772.000000 Penalty: 980.911560
	Iteration 28Q: 3 clusters Score -3048772 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3049013.750000 Penalty: 980.911560
	Iteration 29Q: 3 clusters Score -3049014 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3049337.500000 Penalty: 980.911560
	Iteration 30Q: 3 clusters Score -3049338 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -3049722.500000 Penalty: 980.911560
	Iteration 31Q: 3 clusters Score -3049722 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3050178.250000 Penalty: 980.911560
	Iteration 32Q: 3 clusters Score -3050178 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3050659.500000 Penalty: 980.911560
	Iteration 33Q: 3 clusters Score -3050660 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -3051142.250000 Penalty: 980.911560
	Iteration 34Q: 3 clusters Score -3051142 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -3051678.000000 Penalty: 980.911560
	Iteration 35Q: 3 clusters Score -3051678 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -3052220.750000 Penalty: 980.911560
	Iteration 36Q: 3 clusters Score -3052221 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -3052821.000000 Penalty: 980.911560
	Iteration 37Q: 3 clusters Score -3052821 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -3053416.500000 Penalty: 980.911560
	Iteration 38Q: 3 clusters Score -3053416 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -3053988.000000 Penalty: 980.911560
	Iteration 39Q: 3 clusters Score -3053988 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -3054588.250000 Penalty: 980.911560
	Iteration 40F: 3 clusters Score -3054588 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -3055106.750000 Penalty: 980.911560
	Iteration 41Q: 3 clusters Score -3055107 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -3055551.250000 Penalty: 980.911560
	Iteration 42Q: 3 clusters Score -3055551 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -3055904.250000 Penalty: 980.911560
	Iteration 43Q: 3 clusters Score -3055904 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -3056142.000000 Penalty: 980.911560
	Iteration 44Q: 3 clusters Score -3056142 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -3056338.000000 Penalty: 980.911560
	Iteration 45Q: 3 clusters Score -3056338 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -3056447.750000 Penalty: 980.911560
	Iteration 46Q: 3 clusters Score -3056448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -3056517.250000 Penalty: 980.911560
	Iteration 47Q: 3 clusters Score -3056517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -3056568.500000 Penalty: 980.911560
	Iteration 48Q: 3 clusters Score -3056568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -3056597.750000 Penalty: 980.911560
	Iteration 49Q: 3 clusters Score -3056598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -3056617.500000 Penalty: 980.911560
	Iteration 50Q: 3 clusters Score -3056618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -3056634.500000 Penalty: 980.911560
	Iteration 51Q: 3 clusters Score -3056634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -3056641.250000 Penalty: 980.911560
	Iteration 52Q: 3 clusters Score -3056641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -3056647.500000 Penalty: 980.911560
	Iteration 53Q: 3 clusters Score -3056648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -3056649.500000 Penalty: 980.911560
	Iteration 54Q: 3 clusters Score -3056650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -3056649.250000 Penalty: 980.911560
	Iteration 55Q: 3 clusters Score -3056649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -3056649.250000 Penalty: 980.911560
	Iteration 56F: 3 clusters Score -3056649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -108982.625000 Penalty: 338.793060
	Iteration 0F: 2 clusters Score -108982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -107729.843750 Penalty: 677.586121
	Iteration 0F: 3 clusters Score -107729.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -108164.914062 Penalty: 677.586121
	Iteration 1F: 3 clusters Score -108164.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -108301.007812 Penalty: 677.586121
	Iteration 2F: 3 clusters Score -108301 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -108419.257812 Penalty: 677.586121
	Iteration 3F: 3 clusters Score -108419.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -108486.539062 Penalty: 677.586121
	Iteration 4F: 3 clusters Score -108486.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -108521.617188 Penalty: 677.586121
	Iteration 5Q: 3 clusters Score -108521.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -108547.210938 Penalty: 677.586121
	Iteration 6Q: 3 clusters Score -108547.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -108571.507812 Penalty: 677.586121
	Iteration 7Q: 3 clusters Score -108571.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -108592.000000 Penalty: 677.586121
	Iteration 8Q: 3 clusters Score -108592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -108615.484375 Penalty: 677.586121
	Iteration 9Q: 3 clusters Score -108615.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -108630.695312 Penalty: 677.586121
	Iteration 10Q: 3 clusters Score -108630.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -108643.929688 Penalty: 677.586121
	Iteration 11Q: 3 clusters Score -108643.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -108657.562500 Penalty: 677.586121
	Iteration 12Q: 3 clusters Score -108657.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -108667.148438 Penalty: 677.586121
	Iteration 13Q: 3 clusters Score -108667.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -108675.203125 Penalty: 677.586121
	Iteration 14Q: 3 clusters Score -108675.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -108686.328125 Penalty: 677.586121
	Iteration 15Q: 3 clusters Score -108686.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -108699.437500 Penalty: 677.586121
	Iteration 16Q: 3 clusters Score -108699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -108704.984375 Penalty: 677.586121
	Iteration 17Q: 3 clusters Score -108705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -108711.187500 Penalty: 677.586121
	Iteration 18Q: 3 clusters Score -108711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -108715.921875 Penalty: 677.586121
	Iteration 19Q: 3 clusters Score -108715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -108720.554688 Penalty: 677.586121
	Iteration 20F: 3 clusters Score -108720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -108725.148438 Penalty: 677.586121
	Iteration 21Q: 3 clusters Score -108725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -108727.335938 Penalty: 677.586121
	Iteration 22Q: 3 clusters Score -108727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -108732.250000 Penalty: 677.586121
	Iteration 23Q: 3 clusters Score -108732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -108734.164062 Penalty: 677.586121
	Iteration 24Q: 3 clusters Score -108734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -108735.250000 Penalty: 677.586121
	Iteration 25Q: 3 clusters Score -108735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -108737.039062 Penalty: 677.586121
	Iteration 26Q: 3 clusters Score -108737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -108737.265625 Penalty: 677.586121
	Iteration 27Q: 3 clusters Score -108737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -108737.289062 Penalty: 677.586121
	Iteration 28Q: 3 clusters Score -108737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -108737.359375 Penalty: 677.586121
	Iteration 29Q: 3 clusters Score -108737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -108737.359375 Penalty: 677.586121
	Iteration 30F: 3 clusters Score -108737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Entering Unmasked Estep 
Score: -720566.250000 Penalty: 425.080139
	Iteration 0F: 2 clusters Score -720566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -712975.125000 Penalty: 850.160278
	Iteration 0F: 3 clusters Score -712975.1 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -716046.125000 Penalty: 850.160278
	Iteration 1F: 3 clusters Score -716046.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -716181.375000 Penalty: 850.160278
	Iteration 2Q: 3 clusters Score -716181.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -716351.812500 Penalty: 850.160278
	Iteration 3Q: 3 clusters Score -716351.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -716624.562500 Penalty: 850.160278
	Iteration 4Q: 3 clusters Score -716624.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -717024.625000 Penalty: 850.160278
	Iteration 5F: 3 clusters Score -717024.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -717562.312500 Penalty: 850.160278
	Iteration 6F: 3 clusters Score -717562.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -718101.250000 Penalty: 850.160278
	Iteration 7F: 3 clusters Score -718101.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -718401.375000 Penalty: 850.160278
	Iteration 8Q: 3 clusters Score -718401.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -718538.750000 Penalty: 850.160278
	Iteration 9Q: 3 clusters Score -718538.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -718646.062500 Penalty: 850.160278
	Iteration 10Q: 3 clusters Score -718646.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -718782.687500 Penalty: 850.160278
	Iteration 11Q: 3 clusters Score -718782.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -718916.750000 Penalty: 850.160278
	Iteration 12Q: 3 clusters Score -718916.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -719013.125000 Penalty: 850.160278
	Iteration 13Q: 3 clusters Score -719013.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -719100.000000 Penalty: 850.160278
	Iteration 14Q: 3 clusters Score -719100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -719191.250000 Penalty: 850.160278
	Iteration 15Q: 3 clusters Score -719191.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -719295.875000 Penalty: 850.160278
	Iteration 16Q: 3 clusters Score -719295.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -719372.125000 Penalty: 850.160278
	Iteration 17Q: 3 clusters Score -719372.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -719458.687500 Penalty: 850.160278
	Iteration 18Q: 3 clusters Score -719458.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -719539.125000 Penalty: 850.160278
	Iteration 19Q: 3 clusters Score -719539.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -719619.750000 Penalty: 850.160278
	Iteration 20F: 3 clusters Score -719619.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -719687.937500 Penalty: 850.160278
	Iteration 21Q: 3 clusters Score -719687.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -719734.375000 Penalty: 850.160278
	Iteration 22Q: 3 clusters Score -719734.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -719774.937500 Penalty: 850.160278
	Iteration 23Q: 3 clusters Score -719774.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -719813.375000 Penalty: 850.160278
	Iteration 24Q: 3 clusters Score -719813.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -719847.437500 Penalty: 850.160278
	Iteration 25Q: 3 clusters Score -719847.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -719880.062500 Penalty: 850.160278
	Iteration 26Q: 3 clusters Score -719880.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -719910.312500 Penalty: 850.160278
	Iteration 27Q: 3 clusters Score -719910.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -719932.062500 Penalty: 850.160278
	Iteration 28Q: 3 clusters Score -719932.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -719945.812500 Penalty: 850.160278
	Iteration 29Q: 3 clusters Score -719945.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -719957.875000 Penalty: 850.160278
	Iteration 30Q: 3 clusters Score -719957.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -719967.312500 Penalty: 850.160278
	Iteration 31Q: 3 clusters Score -719967.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -719982.437500 Penalty: 850.160278
	Iteration 32Q: 3 clusters Score -719982.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -720006.437500 Penalty: 850.160278
	Iteration 33Q: 3 clusters Score -720006.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -720028.375000 Penalty: 850.160278
	Iteration 34Q: 3 clusters Score -720028.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -720046.000000 Penalty: 850.160278
	Iteration 35Q: 3 clusters Score -720046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -720055.062500 Penalty: 850.160278
	Iteration 36Q: 3 clusters Score -720055.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -720065.937500 Penalty: 850.160278
	Iteration 37Q: 3 clusters Score -720065.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -720074.187500 Penalty: 850.160278
	Iteration 38Q: 3 clusters Score -720074.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -720080.500000 Penalty: 850.160278
	Iteration 39Q: 3 clusters Score -720080.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -720083.437500 Penalty: 850.160278
	Iteration 40F: 3 clusters Score -720083.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -720091.250000 Penalty: 850.160278
	Iteration 41Q: 3 clusters Score -720091.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -720097.500000 Penalty: 850.160278
	Iteration 42Q: 3 clusters Score -720097.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -720104.000000 Penalty: 850.160278
	Iteration 43Q: 3 clusters Score -720104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -720108.062500 Penalty: 850.160278
	Iteration 44Q: 3 clusters Score -720108.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -720115.000000 Penalty: 850.160278
	Iteration 45Q: 3 clusters Score -720115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -720121.625000 Penalty: 850.160278
	Iteration 46Q: 3 clusters Score -720121.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -720126.937500 Penalty: 850.160278
	Iteration 47Q: 3 clusters Score -720126.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -720130.312500 Penalty: 850.160278
	Iteration 48Q: 3 clusters Score -720130.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -720130.500000 Penalty: 850.160278
	Iteration 49Q: 3 clusters Score -720130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -720131.437500 Penalty: 850.160278
	Iteration 50Q: 3 clusters Score -720131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -720132.562500 Penalty: 850.160278
	Iteration 51Q: 3 clusters Score -720132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -720131.312500 Penalty: 850.160278
	Iteration 52Q: 3 clusters Score -720131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -720132.250000 Penalty: 850.160278
	Iteration 53Q: 3 clusters Score -720132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -720134.875000 Penalty: 850.160278
	Iteration 54Q: 3 clusters Score -720134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -720133.375000 Penalty: 850.160278
	Iteration 55Q: 3 clusters Score -720133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -720132.437500 Penalty: 850.160278
	Iteration 56Q: 3 clusters Score -720132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -720132.562500 Penalty: 850.160278
	Iteration 57Q: 3 clusters Score -720132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -720132.562500 Penalty: 850.160278
	Iteration 58F: 3 clusters Score -720132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4472.167969 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4472.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4267.472168 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4267.472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4384.734375 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4384.734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4463.490723 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4463.491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4484.535645 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4484.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4484.535645 Penalty: 438.645630
	Iteration 4F: 3 clusters Score -4484.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34694 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 87636 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 45840 members 
Mstep: Class 12 contains 41969 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 28620 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11412 members 
Mstep: Class 24 contains 81 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43594 members 
Mstep: Class 28 contains 88642 members 
Mstep: Class 29 contains 43972 members 
Mstep: Class 30 contains 45675 members 
Mstep: Class 31 contains 18754 members 
Mstep: Class 32 contains 43 members 
Entering Unmasked Estep 
Score: -42235676.000000 Penalty: 19589.250000
Splitting cluster 24 changes total score from -42236040.000000 to -42235676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -47034.128906 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -47034.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46338.929688 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -46338.93 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46554.656250 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -46554.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46661.808594 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -46661.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46727.503906 Penalty: 611.099915
	Iteration 3F: 3 clusters Score -46727.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46780.324219 Penalty: 611.099915
	Iteration 4F: 3 clusters Score -46780.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46826.375000 Penalty: 611.099915
	Iteration 5F: 3 clusters Score -46826.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46848.589844 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -46848.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46868.902344 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -46868.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46880.335938 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -46880.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46889.656250 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -46889.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46895.324219 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -46895.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46900.703125 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -46900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46904.550781 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -46904.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46908.058594 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -46908.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46913.187500 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -46913.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46918.386719 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -46918.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46926.773438 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -46926.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46929.160156 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -46929.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46929.609375 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -46929.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46929.699219 Penalty: 611.099915
	Iteration 19F: 3 clusters Score -46929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46930.328125 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -46930.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46930.632812 Penalty: 611.099915
	Iteration 21Q: 3 clusters Score -46930.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46930.992188 Penalty: 611.099915
	Iteration 22Q: 3 clusters Score -46930.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46931.269531 Penalty: 611.099915
	Iteration 23Q: 3 clusters Score -46931.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46931.757812 Penalty: 611.099915
	Iteration 24Q: 3 clusters Score -46931.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46932.593750 Penalty: 611.099915
	Iteration 25Q: 3 clusters Score -46932.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46932.613281 Penalty: 611.099915
	Iteration 26Q: 3 clusters Score -46932.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46932.613281 Penalty: 611.099915
	Iteration 27F: 3 clusters Score -46932.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -187578.187500 Penalty: 362.400726
	Iteration 0F: 2 clusters Score -187578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -185555.812500 Penalty: 724.801453
	Iteration 0F: 3 clusters Score -185555.8 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -186272.171875 Penalty: 724.801453
	Iteration 1F: 3 clusters Score -186272.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -186410.687500 Penalty: 724.801453
	Iteration 2F: 3 clusters Score -186410.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -186558.390625 Penalty: 724.801453
	Iteration 3F: 3 clusters Score -186558.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -186706.750000 Penalty: 724.801453
	Iteration 4F: 3 clusters Score -186706.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -186822.937500 Penalty: 724.801453
	Iteration 5F: 3 clusters Score -186822.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -186896.531250 Penalty: 724.801453
	Iteration 6F: 3 clusters Score -186896.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -186951.453125 Penalty: 724.801453
	Iteration 7Q: 3 clusters Score -186951.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -186991.531250 Penalty: 724.801453
	Iteration 8Q: 3 clusters Score -186991.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -187040.109375 Penalty: 724.801453
	Iteration 9Q: 3 clusters Score -187040.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -187094.500000 Penalty: 724.801453
	Iteration 10Q: 3 clusters Score -187094.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -187138.703125 Penalty: 724.801453
	Iteration 11Q: 3 clusters Score -187138.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -187166.187500 Penalty: 724.801453
	Iteration 12Q: 3 clusters Score -187166.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -187197.859375 Penalty: 724.801453
	Iteration 13Q: 3 clusters Score -187197.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -187216.437500 Penalty: 724.801453
	Iteration 14Q: 3 clusters Score -187216.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -187242.906250 Penalty: 724.801453
	Iteration 15Q: 3 clusters Score -187242.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -187267.843750 Penalty: 724.801453
	Iteration 16Q: 3 clusters Score -187267.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -187293.812500 Penalty: 724.801453
	Iteration 17Q: 3 clusters Score -187293.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -187330.875000 Penalty: 724.801453
	Iteration 18Q: 3 clusters Score -187330.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -187357.937500 Penalty: 724.801453
	Iteration 19Q: 3 clusters Score -187357.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -187396.484375 Penalty: 724.801453
	Iteration 20F: 3 clusters Score -187396.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -187432.390625 Penalty: 724.801453
	Iteration 21Q: 3 clusters Score -187432.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -187459.078125 Penalty: 724.801453
	Iteration 22Q: 3 clusters Score -187459.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -187470.437500 Penalty: 724.801453
	Iteration 23Q: 3 clusters Score -187470.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -187476.828125 Penalty: 724.801453
	Iteration 24Q: 3 clusters Score -187476.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -187479.718750 Penalty: 724.801453
	Iteration 25Q: 3 clusters Score -187479.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -187485.234375 Penalty: 724.801453
	Iteration 26Q: 3 clusters Score -187485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -187489.109375 Penalty: 724.801453
	Iteration 27Q: 3 clusters Score -187489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -187491.531250 Penalty: 724.801453
	Iteration 28Q: 3 clusters Score -187491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -187492.421875 Penalty: 724.801453
	Iteration 29Q: 3 clusters Score -187492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -187492.437500 Penalty: 724.801453
	Iteration 30Q: 3 clusters Score -187492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -187492.968750 Penalty: 724.801453
	Iteration 31Q: 3 clusters Score -187493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -187493.046875 Penalty: 724.801453
	Iteration 32Q: 3 clusters Score -187493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -187493.281250 Penalty: 724.801453
	Iteration 33Q: 3 clusters Score -187493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -187493.703125 Penalty: 724.801453
	Iteration 34Q: 3 clusters Score -187493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -187493.703125 Penalty: 724.801453
	Iteration 35F: 3 clusters Score -187493.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Entering Unmasked Estep 
Score: -2750713.500000 Penalty: 486.061676
	Iteration 0F: 2 clusters Score -2750714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2721654.000000 Penalty: 972.123352
	Iteration 0F: 3 clusters Score -2721654 nChanged 20998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2733874.500000 Penalty: 972.123352
	Iteration 1F: 3 clusters Score -2733874 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2734316.750000 Penalty: 972.123352
	Iteration 2Q: 3 clusters Score -2734317 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2734904.500000 Penalty: 972.123352
	Iteration 3Q: 3 clusters Score -2734904 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2735715.500000 Penalty: 972.123352
	Iteration 4Q: 3 clusters Score -2735716 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2736905.750000 Penalty: 972.123352
	Iteration 5F: 3 clusters Score -2736906 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2738576.250000 Penalty: 972.123352
	Iteration 6F: 3 clusters Score -2738576 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2740673.250000 Penalty: 972.123352
	Iteration 7F: 3 clusters Score -2740673 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2742549.750000 Penalty: 972.123352
	Iteration 8F: 3 clusters Score -2742550 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2743575.500000 Penalty: 972.123352
	Iteration 9Q: 3 clusters Score -2743576 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2743939.500000 Penalty: 972.123352
	Iteration 10Q: 3 clusters Score -2743940 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2744150.000000 Penalty: 972.123352
	Iteration 11Q: 3 clusters Score -2744150 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2744355.750000 Penalty: 972.123352
	Iteration 12Q: 3 clusters Score -2744356 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2744528.250000 Penalty: 972.123352
	Iteration 13Q: 3 clusters Score -2744528 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2744676.000000 Penalty: 972.123352
	Iteration 14Q: 3 clusters Score -2744676 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2744867.750000 Penalty: 972.123352
	Iteration 15Q: 3 clusters Score -2744868 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2745035.250000 Penalty: 972.123352
	Iteration 16Q: 3 clusters Score -2745035 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2745229.500000 Penalty: 972.123352
	Iteration 17Q: 3 clusters Score -2745230 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2745445.500000 Penalty: 972.123352
	Iteration 18Q: 3 clusters Score -2745446 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2745692.000000 Penalty: 972.123352
	Iteration 19Q: 3 clusters Score -2745692 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2745962.250000 Penalty: 972.123352
	Iteration 20F: 3 clusters Score -2745962 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2746255.500000 Penalty: 972.123352
	Iteration 21Q: 3 clusters Score -2746256 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2746545.250000 Penalty: 972.123352
	Iteration 22Q: 3 clusters Score -2746545 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2746865.500000 Penalty: 972.123352
	Iteration 23Q: 3 clusters Score -2746866 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2747156.000000 Penalty: 972.123352
	Iteration 24Q: 3 clusters Score -2747156 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2747467.500000 Penalty: 972.123352
	Iteration 25Q: 3 clusters Score -2747468 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2747807.000000 Penalty: 972.123352
	Iteration 26Q: 3 clusters Score -2747807 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2748167.500000 Penalty: 972.123352
	Iteration 27Q: 3 clusters Score -2748168 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2748472.750000 Penalty: 972.123352
	Iteration 28Q: 3 clusters Score -2748473 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2748764.750000 Penalty: 972.123352
	Iteration 29Q: 3 clusters Score -2748765 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2748965.500000 Penalty: 972.123352
	Iteration 30Q: 3 clusters Score -2748966 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2749146.000000 Penalty: 972.123352
	Iteration 31Q: 3 clusters Score -2749146 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2749330.250000 Penalty: 972.123352
	Iteration 32Q: 3 clusters Score -2749330 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2749468.750000 Penalty: 972.123352
	Iteration 33Q: 3 clusters Score -2749469 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2749577.750000 Penalty: 972.123352
	Iteration 34Q: 3 clusters Score -2749578 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2749680.500000 Penalty: 972.123352
	Iteration 35Q: 3 clusters Score -2749680 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2749803.250000 Penalty: 972.123352
	Iteration 36Q: 3 clusters Score -2749803 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2749879.750000 Penalty: 972.123352
	Iteration 37Q: 3 clusters Score -2749880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2749945.250000 Penalty: 972.123352
	Iteration 38Q: 3 clusters Score -2749945 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2750003.250000 Penalty: 972.123352
	Iteration 39Q: 3 clusters Score -2750003 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2750059.250000 Penalty: 972.123352
	Iteration 40F: 3 clusters Score -2750059 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2750114.750000 Penalty: 972.123352
	Iteration 41Q: 3 clusters Score -2750115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2750166.750000 Penalty: 972.123352
	Iteration 42Q: 3 clusters Score -2750167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2750209.500000 Penalty: 972.123352
	Iteration 43Q: 3 clusters Score -2750210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2750244.500000 Penalty: 972.123352
	Iteration 44Q: 3 clusters Score -2750244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2750261.000000 Penalty: 972.123352
	Iteration 45Q: 3 clusters Score -2750261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2750280.000000 Penalty: 972.123352
	Iteration 46Q: 3 clusters Score -2750280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2750296.250000 Penalty: 972.123352
	Iteration 47Q: 3 clusters Score -2750296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2750305.250000 Penalty: 972.123352
	Iteration 48Q: 3 clusters Score -2750305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2750315.750000 Penalty: 972.123352
	Iteration 49Q: 3 clusters Score -2750316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2750322.750000 Penalty: 972.123352
	Iteration 50Q: 3 clusters Score -2750323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2750327.000000 Penalty: 972.123352
	Iteration 51Q: 3 clusters Score -2750327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2750331.500000 Penalty: 972.123352
	Iteration 52Q: 3 clusters Score -2750332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2750334.500000 Penalty: 972.123352
	Iteration 53Q: 3 clusters Score -2750334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2750336.000000 Penalty: 972.123352
	Iteration 54Q: 3 clusters Score -2750336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2750335.500000 Penalty: 972.123352
	Iteration 55Q: 3 clusters Score -2750336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2750336.000000 Penalty: 972.123352
	Iteration 56Q: 3 clusters Score -2750336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2750336.000000 Penalty: 972.123352
	Iteration 57Q: 3 clusters Score -2750336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2750338.250000 Penalty: 972.123352
	Iteration 58Q: 3 clusters Score -2750338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2750338.750000 Penalty: 972.123352
	Iteration 59Q: 3 clusters Score -2750339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2750339.750000 Penalty: 972.123352
	Iteration 60F: 3 clusters Score -2750340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (88642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Entering Unmasked Estep 
Score: -5510720.500000 Penalty: 518.352417
	Iteration 0F: 2 clusters Score -5510720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -5458385.000000 Penalty: 1036.704834
	Iteration 0F: 3 clusters Score -5458385 nChanged 43467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -5486416.000000 Penalty: 1036.704834
	Iteration 1F: 3 clusters Score -5486416 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -5488986.000000 Penalty: 1036.704834
	Iteration 2Q: 3 clusters Score -5488986 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -5492458.500000 Penalty: 1036.704834
	Iteration 3F: 3 clusters Score -5492458 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -5496329.000000 Penalty: 1036.704834
	Iteration 4F: 3 clusters Score -5496329 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -5499880.000000 Penalty: 1036.704834
	Iteration 5F: 3 clusters Score -5499880 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -5502094.000000 Penalty: 1036.704834
	Iteration 6Q: 3 clusters Score -5502094 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -5503068.000000 Penalty: 1036.704834
	Iteration 7Q: 3 clusters Score -5503068 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -5503609.000000 Penalty: 1036.704834
	Iteration 8Q: 3 clusters Score -5503609 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -5503883.000000 Penalty: 1036.704834
	Iteration 9Q: 3 clusters Score -5503883 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -5504228.000000 Penalty: 1036.704834
	Iteration 10Q: 3 clusters Score -5504228 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -5504604.000000 Penalty: 1036.704834
	Iteration 11Q: 3 clusters Score -5504604 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -5505155.000000 Penalty: 1036.704834
	Iteration 12Q: 3 clusters Score -5505155 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -5505716.000000 Penalty: 1036.704834
	Iteration 13Q: 3 clusters Score -5505716 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -5506410.000000 Penalty: 1036.704834
	Iteration 14Q: 3 clusters Score -5506410 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -5507108.000000 Penalty: 1036.704834
	Iteration 15Q: 3 clusters Score -5507108 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -5507907.500000 Penalty: 1036.704834
	Iteration 16Q: 3 clusters Score -5507908 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -5508837.000000 Penalty: 1036.704834
	Iteration 17Q: 3 clusters Score -5508837 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -5509814.500000 Penalty: 1036.704834
	Iteration 18Q: 3 clusters Score -5509814 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -5510747.000000 Penalty: 1036.704834
	Iteration 19Q: 3 clusters Score -5510747 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -5511595.000000 Penalty: 1036.704834
	Iteration 20F: 3 clusters Score -5511595 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -5512400.500000 Penalty: 1036.704834
	Iteration 21Q: 3 clusters Score -5512400 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -5513115.000000 Penalty: 1036.704834
	Iteration 22Q: 3 clusters Score -5513115 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -5513655.500000 Penalty: 1036.704834
	Iteration 23Q: 3 clusters Score -5513656 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -5514027.000000 Penalty: 1036.704834
	Iteration 24Q: 3 clusters Score -5514027 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -5514277.500000 Penalty: 1036.704834
	Iteration 25Q: 3 clusters Score -5514278 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -5514415.000000 Penalty: 1036.704834
	Iteration 26Q: 3 clusters Score -5514415 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -5514372.000000 Penalty: 1036.704834
	Iteration 27Q: 3 clusters Score -5514372 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -5514213.000000 Penalty: 1036.704834
	Iteration 28Q: 3 clusters Score -5514213 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -5514051.000000 Penalty: 1036.704834
	Iteration 29Q: 3 clusters Score -5514051 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -5513768.000000 Penalty: 1036.704834
	Iteration 30Q: 3 clusters Score -5513768 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -5513503.000000 Penalty: 1036.704834
	Iteration 31Q: 3 clusters Score -5513503 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -5513162.000000 Penalty: 1036.704834
	Iteration 32Q: 3 clusters Score -5513162 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -5512950.000000 Penalty: 1036.704834
	Iteration 33Q: 3 clusters Score -5512950 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -5512697.500000 Penalty: 1036.704834
	Iteration 34Q: 3 clusters Score -5512698 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -5512462.500000 Penalty: 1036.704834
	Iteration 35Q: 3 clusters Score -5512462 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -5512311.500000 Penalty: 1036.704834
	Iteration 36Q: 3 clusters Score -5512312 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -5512081.500000 Penalty: 1036.704834
	Iteration 37Q: 3 clusters Score -5512082 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -5511953.000000 Penalty: 1036.704834
	Iteration 38Q: 3 clusters Score -5511953 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -5511847.500000 Penalty: 1036.704834
	Iteration 39Q: 3 clusters Score -5511848 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -5511766.500000 Penalty: 1036.704834
	Iteration 40F: 3 clusters Score -5511766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -5511632.500000 Penalty: 1036.704834
	Iteration 41Q: 3 clusters Score -5511632 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -5511529.500000 Penalty: 1036.704834
	Iteration 42Q: 3 clusters Score -5511530 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -5511493.500000 Penalty: 1036.704834
	Iteration 43Q: 3 clusters Score -5511494 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -5511431.000000 Penalty: 1036.704834
	Iteration 44Q: 3 clusters Score -5511431 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -5511423.500000 Penalty: 1036.704834
	Iteration 45Q: 3 clusters Score -5511424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -5511347.500000 Penalty: 1036.704834
	Iteration 46Q: 3 clusters Score -5511348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -5511324.000000 Penalty: 1036.704834
	Iteration 47Q: 3 clusters Score -5511324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -5511246.000000 Penalty: 1036.704834
	Iteration 48Q: 3 clusters Score -5511246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -5511253.500000 Penalty: 1036.704834
	Iteration 49Q: 3 clusters Score -5511254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -5511198.000000 Penalty: 1036.704834
	Iteration 50Q: 3 clusters Score -5511198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -5511147.000000 Penalty: 1036.704834
	Iteration 51Q: 3 clusters Score -5511147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -5511098.000000 Penalty: 1036.704834
	Iteration 52Q: 3 clusters Score -5511098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -5511056.000000 Penalty: 1036.704834
	Iteration 53Q: 3 clusters Score -5511056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -5511033.000000 Penalty: 1036.704834
	Iteration 54Q: 3 clusters Score -5511033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -5510996.000000 Penalty: 1036.704834
	Iteration 55Q: 3 clusters Score -5510996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -5510948.000000 Penalty: 1036.704834
	Iteration 56Q: 3 clusters Score -5510948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -5510933.000000 Penalty: 1036.704834
	Iteration 57Q: 3 clusters Score -5510933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -5510934.000000 Penalty: 1036.704834
	Iteration 58Q: 3 clusters Score -5510934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -5510910.500000 Penalty: 1036.704834
	Iteration 59Q: 3 clusters Score -5510910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -5510926.000000 Penalty: 1036.704834
	Iteration 60F: 3 clusters Score -5510926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -5510910.000000 Penalty: 1036.704834
	Iteration 61Q: 3 clusters Score -5510910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -5510880.000000 Penalty: 1036.704834
	Iteration 62Q: 3 clusters Score -5510880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -5510860.500000 Penalty: 1036.704834
	Iteration 63Q: 3 clusters Score -5510860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -5510863.500000 Penalty: 1036.704834
	Iteration 64Q: 3 clusters Score -5510864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -5510851.500000 Penalty: 1036.704834
	Iteration 65Q: 3 clusters Score -5510852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -5510833.500000 Penalty: 1036.704834
	Iteration 66Q: 3 clusters Score -5510834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -5510819.500000 Penalty: 1036.704834
	Iteration 67Q: 3 clusters Score -5510820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -5510811.000000 Penalty: 1036.704834
	Iteration 68Q: 3 clusters Score -5510811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -5510797.500000 Penalty: 1036.704834
	Iteration 69Q: 3 clusters Score -5510798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -5510782.500000 Penalty: 1036.704834
	Iteration 70Q: 3 clusters Score -5510782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -5510775.500000 Penalty: 1036.704834
	Iteration 71Q: 3 clusters Score -5510776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -5510752.500000 Penalty: 1036.704834
	Iteration 72Q: 3 clusters Score -5510752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -5510759.500000 Penalty: 1036.704834
	Iteration 73Q: 3 clusters Score -5510760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -5510758.500000 Penalty: 1036.704834
	Iteration 74Q: 3 clusters Score -5510758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -5510761.000000 Penalty: 1036.704834
	Iteration 75Q: 3 clusters Score -5510761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -5510754.500000 Penalty: 1036.704834
	Iteration 76Q: 3 clusters Score -5510754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -5510763.000000 Penalty: 1036.704834
	Iteration 77Q: 3 clusters Score -5510763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -5510757.500000 Penalty: 1036.704834
	Iteration 78Q: 3 clusters Score -5510758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -5510757.500000 Penalty: 1036.704834
	Iteration 79F: 3 clusters Score -5510758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34694 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 87636 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 45840 members 
Mstep: Class 12 contains 41969 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 28620 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11412 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43594 members 
Mstep: Class 28 contains 573 members 
Mstep: Class 29 contains 43972 members 
Mstep: Class 30 contains 45675 members 
Mstep: Class 31 contains 18754 members 
Mstep: Class 32 contains 88069 members 
Entering Unmasked Estep 
Score: -42235952.000000 Penalty: 19589.250000
Splitting cluster 28 changes total score from -42236040.000000 to -42235952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (43972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Entering Unmasked Estep 
Score: -2870623.500000 Penalty: 486.454529
	Iteration 0F: 2 clusters Score -2870624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2842153.750000 Penalty: 972.909058
	Iteration 0F: 3 clusters Score -2842154 nChanged 21207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2854926.750000 Penalty: 972.909058
	Iteration 1F: 3 clusters Score -2854927 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -2856120.500000 Penalty: 972.909058
	Iteration 2F: 3 clusters Score -2856120 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -2858280.250000 Penalty: 972.909058
	Iteration 3F: 3 clusters Score -2858280 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -2861578.250000 Penalty: 972.909058
	Iteration 4F: 3 clusters Score -2861578 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -2865426.250000 Penalty: 972.909058
	Iteration 5F: 3 clusters Score -2865426 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -2868846.750000 Penalty: 972.909058
	Iteration 6F: 3 clusters Score -2868847 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -2869984.000000 Penalty: 972.909058
	Iteration 7Q: 3 clusters Score -2869984 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -2870164.750000 Penalty: 972.909058
	Iteration 8Q: 3 clusters Score -2870165 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -2870216.500000 Penalty: 972.909058
	Iteration 9Q: 3 clusters Score -2870216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -2870240.000000 Penalty: 972.909058
	Iteration 10Q: 3 clusters Score -2870240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -2870256.750000 Penalty: 972.909058
	Iteration 11Q: 3 clusters Score -2870257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -2870272.750000 Penalty: 972.909058
	Iteration 12Q: 3 clusters Score -2870273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2870275.000000 Penalty: 972.909058
	Iteration 13Q: 3 clusters Score -2870275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -2870276.500000 Penalty: 972.909058
	Iteration 14Q: 3 clusters Score -2870276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -2870276.500000 Penalty: 972.909058
	Iteration 15F: 3 clusters Score -2870276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Entering Unmasked Estep 
Score: -2950861.000000 Penalty: 488.183441
	Iteration 0F: 2 clusters Score -2950861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2920186.500000 Penalty: 976.366882
	Iteration 0F: 3 clusters Score -2920186 nChanged 22130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2933559.250000 Penalty: 976.366882
	Iteration 1F: 3 clusters Score -2933559 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2934182.250000 Penalty: 976.366882
	Iteration 2Q: 3 clusters Score -2934182 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -2935196.250000 Penalty: 976.366882
	Iteration 3Q: 3 clusters Score -2935196 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2936735.750000 Penalty: 976.366882
	Iteration 4F: 3 clusters Score -2936736 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -2938936.750000 Penalty: 976.366882
	Iteration 5F: 3 clusters Score -2938937 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -2941493.250000 Penalty: 976.366882
	Iteration 6F: 3 clusters Score -2941493 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -2943667.000000 Penalty: 976.366882
	Iteration 7F: 3 clusters Score -2943667 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -2945173.500000 Penalty: 976.366882
	Iteration 8Q: 3 clusters Score -2945174 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -2946414.000000 Penalty: 976.366882
	Iteration 9Q: 3 clusters Score -2946414 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -2947263.250000 Penalty: 976.366882
	Iteration 10Q: 3 clusters Score -2947263 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -2947907.500000 Penalty: 976.366882
	Iteration 11Q: 3 clusters Score -2947908 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -2948489.000000 Penalty: 976.366882
	Iteration 12Q: 3 clusters Score -2948489 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -2949038.500000 Penalty: 976.366882
	Iteration 13Q: 3 clusters Score -2949038 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -2949498.250000 Penalty: 976.366882
	Iteration 14Q: 3 clusters Score -2949498 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -2949867.000000 Penalty: 976.366882
	Iteration 15Q: 3 clusters Score -2949867 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -2950126.000000 Penalty: 976.366882
	Iteration 16Q: 3 clusters Score -2950126 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -2950274.750000 Penalty: 976.366882
	Iteration 17Q: 3 clusters Score -2950275 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -2950352.500000 Penalty: 976.366882
	Iteration 18Q: 3 clusters Score -2950352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -2950399.750000 Penalty: 976.366882
	Iteration 19Q: 3 clusters Score -2950400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -2950431.500000 Penalty: 976.366882
	Iteration 20F: 3 clusters Score -2950432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -2950462.500000 Penalty: 976.366882
	Iteration 21Q: 3 clusters Score -2950462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -2950471.000000 Penalty: 976.366882
	Iteration 22Q: 3 clusters Score -2950471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -2950483.500000 Penalty: 976.366882
	Iteration 23Q: 3 clusters Score -2950484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -2950494.750000 Penalty: 976.366882
	Iteration 24Q: 3 clusters Score -2950495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -2950502.500000 Penalty: 976.366882
	Iteration 25Q: 3 clusters Score -2950502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -2950513.500000 Penalty: 976.366882
	Iteration 26Q: 3 clusters Score -2950514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -2950519.250000 Penalty: 976.366882
	Iteration 27Q: 3 clusters Score -2950519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -2950525.750000 Penalty: 976.366882
	Iteration 28Q: 3 clusters Score -2950526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -2950537.500000 Penalty: 976.366882
	Iteration 29Q: 3 clusters Score -2950538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -2950545.500000 Penalty: 976.366882
	Iteration 30Q: 3 clusters Score -2950546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -2950548.750000 Penalty: 976.366882
	Iteration 31Q: 3 clusters Score -2950549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -2950552.500000 Penalty: 976.366882
	Iteration 32Q: 3 clusters Score -2950552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -2950554.000000 Penalty: 976.366882
	Iteration 33Q: 3 clusters Score -2950554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -2950555.250000 Penalty: 976.366882
	Iteration 34Q: 3 clusters Score -2950555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -2950556.500000 Penalty: 976.366882
	Iteration 35Q: 3 clusters Score -2950556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -2950558.000000 Penalty: 976.366882
	Iteration 36Q: 3 clusters Score -2950558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -2950557.500000 Penalty: 976.366882
	Iteration 37Q: 3 clusters Score -2950558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -2950555.250000 Penalty: 976.366882
	Iteration 38Q: 3 clusters Score -2950555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -2950557.000000 Penalty: 976.366882
	Iteration 39Q: 3 clusters Score -2950557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -2950558.500000 Penalty: 976.366882
	Iteration 40F: 3 clusters Score -2950558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -2950562.750000 Penalty: 976.366882
	Iteration 41Q: 3 clusters Score -2950563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -2950564.500000 Penalty: 976.366882
	Iteration 42Q: 3 clusters Score -2950564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -2950564.250000 Penalty: 976.366882
	Iteration 43Q: 3 clusters Score -2950564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -2950564.750000 Penalty: 976.366882
	Iteration 44Q: 3 clusters Score -2950565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -2950564.750000 Penalty: 976.366882
	Iteration 45F: 3 clusters Score -2950565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Entering Unmasked Estep 
Score: -1227798.750000 Penalty: 447.681854
	Iteration 0F: 2 clusters Score -1227799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1215280.750000 Penalty: 895.363708
	Iteration 0F: 3 clusters Score -1215281 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1220471.375000 Penalty: 895.363708
	Iteration 1F: 3 clusters Score -1220471 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1220994.000000 Penalty: 895.363708
	Iteration 2F: 3 clusters Score -1220994 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1221944.000000 Penalty: 895.363708
	Iteration 3F: 3 clusters Score -1221944 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1223525.125000 Penalty: 895.363708
	Iteration 4F: 3 clusters Score -1223525 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1225259.875000 Penalty: 895.363708
	Iteration 5F: 3 clusters Score -1225260 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1226658.875000 Penalty: 895.363708
	Iteration 6F: 3 clusters Score -1226659 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1227271.875000 Penalty: 895.363708
	Iteration 7Q: 3 clusters Score -1227272 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1227426.500000 Penalty: 895.363708
	Iteration 8Q: 3 clusters Score -1227426 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1227473.250000 Penalty: 895.363708
	Iteration 9Q: 3 clusters Score -1227473 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1227494.125000 Penalty: 895.363708
	Iteration 10Q: 3 clusters Score -1227494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1227503.125000 Penalty: 895.363708
	Iteration 11Q: 3 clusters Score -1227503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1227508.750000 Penalty: 895.363708
	Iteration 12Q: 3 clusters Score -1227509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1227517.625000 Penalty: 895.363708
	Iteration 13Q: 3 clusters Score -1227518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1227522.250000 Penalty: 895.363708
	Iteration 14Q: 3 clusters Score -1227522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1227523.625000 Penalty: 895.363708
	Iteration 15Q: 3 clusters Score -1227524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1227528.625000 Penalty: 895.363708
	Iteration 16Q: 3 clusters Score -1227529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1227531.750000 Penalty: 895.363708
	Iteration 17Q: 3 clusters Score -1227532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1227531.500000 Penalty: 895.363708
	Iteration 18Q: 3 clusters Score -1227532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1227535.000000 Penalty: 895.363708
	Iteration 19Q: 3 clusters Score -1227535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1227535.750000 Penalty: 895.363708
	Iteration 20F: 3 clusters Score -1227536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1227536.750000 Penalty: 895.363708
	Iteration 21Q: 3 clusters Score -1227537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1227539.875000 Penalty: 895.363708
	Iteration 22Q: 3 clusters Score -1227540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1227538.000000 Penalty: 895.363708
	Iteration 23Q: 3 clusters Score -1227538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1227539.500000 Penalty: 895.363708
	Iteration 24Q: 3 clusters Score -1227540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1227540.750000 Penalty: 895.363708
	Iteration 25Q: 3 clusters Score -1227541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1227541.875000 Penalty: 895.363708
	Iteration 26Q: 3 clusters Score -1227542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1227543.125000 Penalty: 895.363708
	Iteration 27Q: 3 clusters Score -1227543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1227543.875000 Penalty: 895.363708
	Iteration 28Q: 3 clusters Score -1227544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1227542.875000 Penalty: 895.363708
	Iteration 29Q: 3 clusters Score -1227543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1227543.375000 Penalty: 895.363708
	Iteration 30Q: 3 clusters Score -1227543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1227542.625000 Penalty: 895.363708
	Iteration 31Q: 3 clusters Score -1227543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1227542.875000 Penalty: 895.363708
	Iteration 32Q: 3 clusters Score -1227543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1227546.125000 Penalty: 895.363708
	Iteration 33Q: 3 clusters Score -1227546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1227544.625000 Penalty: 895.363708
	Iteration 34Q: 3 clusters Score -1227545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1227546.125000 Penalty: 895.363708
	Iteration 35Q: 3 clusters Score -1227546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1227546.125000 Penalty: 895.363708
	Iteration 36F: 3 clusters Score -1227546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34694 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 87636 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 45840 members 
Mstep: Class 12 contains 41969 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 28620 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11412 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43594 members 
Mstep: Class 28 contains 88642 members 
Mstep: Class 29 contains 43972 members 
Mstep: Class 30 contains 45675 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236064.000000 Penalty: 18977.085938
Iteration 399Q: 32 clusters Score -4.223606e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 23685 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34701 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 87596 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 45908 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 41194 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 7323 members 
Mstep: Class 16 contains 28617 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 47953 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11435 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 823 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 43436 members 
Mstep: Class 28 contains 88673 members 
Mstep: Class 29 contains 43976 members 
Mstep: Class 30 contains 45632 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236152.000000 Penalty: 18977.085938
Iteration 400F: 32 clusters Score -4.223615e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 23792 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 34716 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 87569 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 45989 members 
Mstep: Class 12 contains 41963 members 
Mstep: Class 13 contains 41183 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 28603 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 47866 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11451 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 822 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 43303 members 
Mstep: Class 28 contains 88685 members 
Mstep: Class 29 contains 43979 members 
Mstep: Class 30 contains 45614 members 
Mstep: Class 31 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236188.000000 Penalty: 18977.085938
Iteration 401Q: 32 clusters Score -4.223619e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 34741 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87553 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 46064 members 
Mstep: Class 12 contains 41962 members 
Mstep: Class 13 contains 41176 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 16 contains 28591 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 47768 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11465 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 822 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 43166 members 
Mstep: Class 28 contains 88704 members 
Mstep: Class 29 contains 43979 members 
Mstep: Class 30 contains 45596 members 
Mstep: Class 31 contains 18756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236096.000000 Penalty: 18977.085938
Iteration 402Q: 32 clusters Score -4.22361e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 23960 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 34756 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87547 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 46099 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 41176 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 7284 members 
Mstep: Class 16 contains 28574 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 47702 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11481 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 821 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 43022 members 
Mstep: Class 28 contains 88723 members 
Mstep: Class 29 contains 43983 members 
Mstep: Class 30 contains 45592 members 
Mstep: Class 31 contains 18756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236052.000000 Penalty: 18977.085938
Iteration 403Q: 32 clusters Score -4.223605e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 24042 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1662 members 
Mstep: Class 5 contains 34767 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87562 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 46138 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 41168 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 7267 members 
Mstep: Class 16 contains 28563 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 47647 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 821 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 42874 members 
Mstep: Class 28 contains 88734 members 
Mstep: Class 29 contains 43986 members 
Mstep: Class 30 contains 45580 members 
Mstep: Class 31 contains 18756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236044.000000 Penalty: 18977.085938
Iteration 404Q: 32 clusters Score -4.223604e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 24123 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 34779 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87568 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 46157 members 
Mstep: Class 12 contains 41997 members 
Mstep: Class 13 contains 41157 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 28552 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 47603 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11514 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 821 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 42725 members 
Mstep: Class 28 contains 88758 members 
Mstep: Class 29 contains 43988 members 
Mstep: Class 30 contains 45577 members 
Mstep: Class 31 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236080.000000 Penalty: 18977.085938
Iteration 405Q: 32 clusters Score -4.223608e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 24205 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 34784 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87583 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 46170 members 
Mstep: Class 12 contains 42012 members 
Mstep: Class 13 contains 41147 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 7256 members 
Mstep: Class 16 contains 28540 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 6544 members 
Mstep: Class 21 contains 47583 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11536 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 820 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 42554 members 
Mstep: Class 28 contains 88782 members 
Mstep: Class 29 contains 43988 members 
Mstep: Class 30 contains 45565 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236104.000000 Penalty: 18977.085938
Iteration 406Q: 32 clusters Score -4.22361e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 24306 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87570 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 46153 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 41138 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 28535 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 47571 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11557 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 42369 members 
Mstep: Class 28 contains 88808 members 
Mstep: Class 29 contains 43988 members 
Mstep: Class 30 contains 45547 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236252.000000 Penalty: 18977.085938
Iteration 407Q: 32 clusters Score -4.223625e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 24420 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 34817 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87529 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 46150 members 
Mstep: Class 12 contains 42080 members 
Mstep: Class 13 contains 41132 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 28526 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 47541 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11571 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 42191 members 
Mstep: Class 28 contains 88830 members 
Mstep: Class 29 contains 43990 members 
Mstep: Class 30 contains 45540 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236168.000000 Penalty: 18977.085938
Iteration 408Q: 32 clusters Score -4.223617e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 24553 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 34839 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87481 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 46150 members 
Mstep: Class 12 contains 42115 members 
Mstep: Class 13 contains 41126 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 7266 members 
Mstep: Class 16 contains 28512 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 47470 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11580 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 42053 members 
Mstep: Class 28 contains 88835 members 
Mstep: Class 29 contains 43994 members 
Mstep: Class 30 contains 45550 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236180.000000 Penalty: 18977.085938
Iteration 409Q: 32 clusters Score -4.223618e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 24674 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 34847 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87451 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 46158 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 41118 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 28501 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 47402 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11578 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 41920 members 
Mstep: Class 28 contains 88857 members 
Mstep: Class 29 contains 44002 members 
Mstep: Class 30 contains 45555 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236236.000000 Penalty: 18977.085938
Iteration 410Q: 32 clusters Score -4.223624e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 24797 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 34857 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87415 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 46139 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 41122 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 28493 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 47353 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11573 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 41801 members 
Mstep: Class 28 contains 88865 members 
Mstep: Class 29 contains 44005 members 
Mstep: Class 30 contains 45559 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236292.000000 Penalty: 18977.085938
Iteration 411Q: 32 clusters Score -4.223629e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 24913 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 34855 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87382 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 46115 members 
Mstep: Class 12 contains 42163 members 
Mstep: Class 13 contains 41123 members 
Mstep: Class 14 contains 5234 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 28482 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 47340 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11577 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 41667 members 
Mstep: Class 28 contains 88884 members 
Mstep: Class 29 contains 44011 members 
Mstep: Class 30 contains 45573 members 
Mstep: Class 31 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236300.000000 Penalty: 18977.085938
Iteration 412Q: 32 clusters Score -4.22363e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 25026 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 34853 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87375 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 46099 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 41119 members 
Mstep: Class 14 contains 5234 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 28474 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 47321 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11582 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2886 members 
Mstep: Class 27 contains 41540 members 
Mstep: Class 28 contains 88885 members 
Mstep: Class 29 contains 44017 members 
Mstep: Class 30 contains 45578 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236120.000000 Penalty: 18977.085938
Iteration 413Q: 32 clusters Score -4.223612e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 25143 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 34851 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87352 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 46069 members 
Mstep: Class 12 contains 42181 members 
Mstep: Class 13 contains 41121 members 
Mstep: Class 14 contains 5232 members 
Mstep: Class 15 contains 7271 members 
Mstep: Class 16 contains 28463 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 6701 members 
Mstep: Class 21 contains 47322 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11586 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 41410 members 
Mstep: Class 28 contains 88884 members 
Mstep: Class 29 contains 44020 members 
Mstep: Class 30 contains 45589 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235976.000000 Penalty: 18977.085938
Iteration 414Q: 32 clusters Score -4.223598e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 25260 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87304 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 46086 members 
Mstep: Class 12 contains 42186 members 
Mstep: Class 13 contains 41121 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 28452 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 21 contains 47288 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11595 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 41267 members 
Mstep: Class 28 contains 88901 members 
Mstep: Class 29 contains 44020 members 
Mstep: Class 30 contains 45601 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235968.000000 Penalty: 18977.085938
Iteration 415Q: 32 clusters Score -4.223597e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 25385 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 34856 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 87260 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 46066 members 
Mstep: Class 12 contains 42191 members 
Mstep: Class 13 contains 41127 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 15 contains 7273 members 
Mstep: Class 16 contains 28446 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 47277 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 41120 members 
Mstep: Class 28 contains 88920 members 
Mstep: Class 29 contains 44024 members 
Mstep: Class 30 contains 45602 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235896.000000 Penalty: 18977.085938
Iteration 416Q: 32 clusters Score -4.22359e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 25548 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 34860 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 87172 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 46037 members 
Mstep: Class 12 contains 42191 members 
Mstep: Class 13 contains 41123 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 7277 members 
Mstep: Class 16 contains 28437 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 6746 members 
Mstep: Class 21 contains 47303 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11616 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 40959 members 
Mstep: Class 28 contains 88954 members 
Mstep: Class 29 contains 44027 members 
Mstep: Class 30 contains 45611 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235892.000000 Penalty: 18977.085938
Iteration 417Q: 32 clusters Score -4.223589e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 25719 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 34850 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 87080 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 46009 members 
Mstep: Class 12 contains 42188 members 
Mstep: Class 13 contains 41118 members 
Mstep: Class 14 contains 5254 members 
Mstep: Class 15 contains 7278 members 
Mstep: Class 16 contains 28433 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 47330 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11626 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 40790 members 
Mstep: Class 28 contains 89001 members 
Mstep: Class 29 contains 44034 members 
Mstep: Class 30 contains 45623 members 
Mstep: Class 31 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235916.000000 Penalty: 18977.085938
Iteration 418Q: 32 clusters Score -4.223592e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 25898 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 34854 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 87009 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 45964 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 13 contains 41118 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 7279 members 
Mstep: Class 16 contains 28434 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 47381 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11632 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 40616 members 
Mstep: Class 28 contains 89021 members 
Mstep: Class 29 contains 44039 members 
Mstep: Class 30 contains 45636 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235892.000000 Penalty: 18977.085938
Iteration 419Q: 32 clusters Score -4.223589e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 26076 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 34844 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86925 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 45934 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 41119 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 7277 members 
Mstep: Class 16 contains 28432 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2781 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 21 contains 47413 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11645 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 40450 members 
Mstep: Class 28 contains 89044 members 
Mstep: Class 29 contains 44049 members 
Mstep: Class 30 contains 45647 members 
Mstep: Class 31 contains 18750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235784.000000 Penalty: 18977.085938
Iteration 420F: 32 clusters Score -4.223578e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 26242 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 34832 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86841 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 45903 members 
Mstep: Class 12 contains 42136 members 
Mstep: Class 13 contains 41115 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 7278 members 
Mstep: Class 16 contains 28432 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 47440 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11649 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 40336 members 
Mstep: Class 28 contains 89056 members 
Mstep: Class 29 contains 44058 members 
Mstep: Class 30 contains 45650 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235784.000000 Penalty: 18977.085938
Iteration 421Q: 32 clusters Score -4.223578e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 26399 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 34825 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86774 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 45873 members 
Mstep: Class 12 contains 42102 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 28428 members 
Mstep: Class 17 contains 2026 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 47486 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 40220 members 
Mstep: Class 28 contains 89062 members 
Mstep: Class 29 contains 44066 members 
Mstep: Class 30 contains 45661 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235956.000000 Penalty: 18977.085938
Iteration 422Q: 32 clusters Score -4.223596e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 26584 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 34802 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86740 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 45837 members 
Mstep: Class 12 contains 42076 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 7271 members 
Mstep: Class 16 contains 28423 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 47493 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 11665 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 40133 members 
Mstep: Class 28 contains 89065 members 
Mstep: Class 29 contains 44071 members 
Mstep: Class 30 contains 45661 members 
Mstep: Class 31 contains 18751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235932.000000 Penalty: 18977.085938
Iteration 423Q: 32 clusters Score -4.223593e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 26769 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 34793 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 86664 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 45806 members 
Mstep: Class 12 contains 42051 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 5298 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 28419 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 47513 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11671 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 40048 members 
Mstep: Class 28 contains 89072 members 
Mstep: Class 29 contains 44074 members 
Mstep: Class 30 contains 45667 members 
Mstep: Class 31 contains 18750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236092.000000 Penalty: 18977.085938
Iteration 424Q: 32 clusters Score -4.223609e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 34771 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86606 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 45759 members 
Mstep: Class 12 contains 42033 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 28412 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 47556 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39949 members 
Mstep: Class 28 contains 89081 members 
Mstep: Class 29 contains 44077 members 
Mstep: Class 30 contains 45668 members 
Mstep: Class 31 contains 18750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236124.000000 Penalty: 18977.085938
Iteration 425Q: 32 clusters Score -4.223612e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 27119 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 34754 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86564 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 45740 members 
Mstep: Class 12 contains 41995 members 
Mstep: Class 13 contains 41108 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 28410 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 20 contains 6899 members 
Mstep: Class 21 contains 47572 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39847 members 
Mstep: Class 28 contains 89079 members 
Mstep: Class 29 contains 44079 members 
Mstep: Class 30 contains 45669 members 
Mstep: Class 31 contains 18750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236144.000000 Penalty: 18977.085938
Iteration 426Q: 32 clusters Score -4.223614e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 34733 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86522 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 45717 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 41104 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 28407 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 47608 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11696 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39723 members 
Mstep: Class 28 contains 89082 members 
Mstep: Class 29 contains 44088 members 
Mstep: Class 30 contains 45662 members 
Mstep: Class 31 contains 18746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236264.000000 Penalty: 18977.085938
Iteration 427Q: 32 clusters Score -4.223626e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 27453 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 34719 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86468 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 45690 members 
Mstep: Class 12 contains 41956 members 
Mstep: Class 13 contains 41101 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 28405 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2788 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 47644 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11700 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39610 members 
Mstep: Class 28 contains 89067 members 
Mstep: Class 29 contains 44092 members 
Mstep: Class 30 contains 45657 members 
Mstep: Class 31 contains 18744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236280.000000 Penalty: 18977.085938
Iteration 428Q: 32 clusters Score -4.223628e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 27632 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 34710 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86392 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 45675 members 
Mstep: Class 12 contains 41956 members 
Mstep: Class 13 contains 41099 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 7255 members 
Mstep: Class 16 contains 28405 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 47659 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11692 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39523 members 
Mstep: Class 28 contains 89057 members 
Mstep: Class 29 contains 44097 members 
Mstep: Class 30 contains 45644 members 
Mstep: Class 31 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236388.000000 Penalty: 18977.085938
Iteration 429Q: 32 clusters Score -4.223639e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 34709 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86285 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 45688 members 
Mstep: Class 12 contains 41951 members 
Mstep: Class 13 contains 41097 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 28404 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2792 members 
Mstep: Class 20 contains 7005 members 
Mstep: Class 21 contains 47668 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11691 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39427 members 
Mstep: Class 28 contains 89061 members 
Mstep: Class 29 contains 44099 members 
Mstep: Class 30 contains 45627 members 
Mstep: Class 31 contains 18740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236408.000000 Penalty: 18977.085938
Iteration 430Q: 32 clusters Score -4.223641e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 28033 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 34713 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86152 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 45714 members 
Mstep: Class 12 contains 41946 members 
Mstep: Class 13 contains 41094 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 28399 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 47680 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11689 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39325 members 
Mstep: Class 28 contains 89053 members 
Mstep: Class 29 contains 44100 members 
Mstep: Class 30 contains 45616 members 
Mstep: Class 31 contains 18740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236348.000000 Penalty: 18977.085938
Iteration 431Q: 32 clusters Score -4.223635e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 28230 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 34714 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 86038 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 45752 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 13 contains 41090 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 28398 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2794 members 
Mstep: Class 20 contains 7057 members 
Mstep: Class 21 contains 47683 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11680 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39246 members 
Mstep: Class 28 contains 89050 members 
Mstep: Class 29 contains 44102 members 
Mstep: Class 30 contains 45598 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236384.000000 Penalty: 18977.085938
Iteration 432Q: 32 clusters Score -4.223638e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 34716 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85896 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 45792 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 41089 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 28394 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 7090 members 
Mstep: Class 21 contains 47675 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11677 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 39171 members 
Mstep: Class 28 contains 89066 members 
Mstep: Class 29 contains 44104 members 
Mstep: Class 30 contains 45583 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236368.000000 Penalty: 18977.085938
Iteration 433Q: 32 clusters Score -4.223637e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 28604 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 34711 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85757 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 45800 members 
Mstep: Class 12 contains 41944 members 
Mstep: Class 13 contains 41089 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 28391 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 7126 members 
Mstep: Class 21 contains 47681 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11675 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 39100 members 
Mstep: Class 28 contains 89086 members 
Mstep: Class 29 contains 44105 members 
Mstep: Class 30 contains 45570 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236284.000000 Penalty: 18977.085938
Iteration 434Q: 32 clusters Score -4.223628e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 34721 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85618 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45792 members 
Mstep: Class 12 contains 41942 members 
Mstep: Class 13 contains 41091 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 28392 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 7148 members 
Mstep: Class 21 contains 47698 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11672 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 39015 members 
Mstep: Class 28 contains 89113 members 
Mstep: Class 29 contains 44106 members 
Mstep: Class 30 contains 45558 members 
Mstep: Class 31 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236288.000000 Penalty: 18977.085938
Iteration 435Q: 32 clusters Score -4.223629e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 28964 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85495 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45794 members 
Mstep: Class 12 contains 41957 members 
Mstep: Class 13 contains 41091 members 
Mstep: Class 14 contains 5270 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 28388 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7165 members 
Mstep: Class 21 contains 47708 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11671 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38932 members 
Mstep: Class 28 contains 89120 members 
Mstep: Class 29 contains 44107 members 
Mstep: Class 30 contains 45543 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236284.000000 Penalty: 18977.085938
Iteration 436Q: 32 clusters Score -4.223628e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 34759 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85352 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45797 members 
Mstep: Class 12 contains 41978 members 
Mstep: Class 13 contains 41092 members 
Mstep: Class 14 contains 5271 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 28385 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 47716 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11669 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38839 members 
Mstep: Class 28 contains 89133 members 
Mstep: Class 29 contains 44106 members 
Mstep: Class 30 contains 45532 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236372.000000 Penalty: 18977.085938
Iteration 437Q: 32 clusters Score -4.223637e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 29334 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 34779 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85214 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45789 members 
Mstep: Class 12 contains 41992 members 
Mstep: Class 13 contains 41095 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 28384 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7203 members 
Mstep: Class 21 contains 47720 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38741 members 
Mstep: Class 28 contains 89148 members 
Mstep: Class 29 contains 44106 members 
Mstep: Class 30 contains 45528 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236352.000000 Penalty: 18977.085938
Iteration 438Q: 32 clusters Score -4.223635e+07 nChanged 788
Entering ConstructFrom: 
Score: -42236352.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (46534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Entering Unmasked Estep 
Score: -2984004.000000 Penalty: 489.031189
	Iteration 0F: 2 clusters Score -2984004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2953652.750000 Penalty: 978.062378
	Iteration 0F: 3 clusters Score -2953653 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2967586.000000 Penalty: 978.062378
	Iteration 1F: 3 clusters Score -2967586 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2968813.750000 Penalty: 978.062378
	Iteration 2Q: 3 clusters Score -2968814 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2970788.000000 Penalty: 978.062378
	Iteration 3F: 3 clusters Score -2970788 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2973297.750000 Penalty: 978.062378
	Iteration 4F: 3 clusters Score -2973298 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2975399.250000 Penalty: 978.062378
	Iteration 5F: 3 clusters Score -2975399 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2976174.750000 Penalty: 978.062378
	Iteration 6Q: 3 clusters Score -2976175 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2976350.750000 Penalty: 978.062378
	Iteration 7Q: 3 clusters Score -2976351 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2976421 nChanged 367
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Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2976547 nChanged 377
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Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2976603 nChanged 362
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Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2976650 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2976700 nChanged 354
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2976759 nChanged 388
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Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2976853.500000 Penalty: 978.062378
	Iteration 15Q: 3 clusters Score -2976854 nChanged 399
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Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2977004 nChanged 465
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Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2977130 nChanged 461
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Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2977221.500000 Penalty: 978.062378
	Iteration 19Q: 3 clusters Score -2977222 nChanged 505
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2977351 nChanged 526
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Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -2977463.500000 Penalty: 978.062378
	Iteration 21Q: 3 clusters Score -2977464 nChanged 542
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Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2977606 nChanged 574
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Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -2977764.500000 Penalty: 978.062378
	Iteration 23Q: 3 clusters Score -2977764 nChanged 601
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Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2977931 nChanged 640
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Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2978162 nChanged 673
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Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2978372 nChanged 718
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Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2978597 nChanged 713
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Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -2978815.750000 Penalty: 978.062378
	Iteration 28Q: 3 clusters Score -2978816 nChanged 722
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Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2979081.250000 Penalty: 978.062378
	Iteration 29Q: 3 clusters Score -2979081 nChanged 787
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Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2979344 nChanged 778
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Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2979605 nChanged 745
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Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2979842 nChanged 766
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Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2980100 nChanged 785
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Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2980368 nChanged 771
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Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2980649 nChanged 793
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Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2980910 nChanged 726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -2981151.500000 Penalty: 978.062378
	Iteration 37Q: 3 clusters Score -2981152 nChanged 596
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Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2981310 nChanged 457
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Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2981415.250000 Penalty: 978.062378
	Iteration 39Q: 3 clusters Score -2981415 nChanged 382
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Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -2981622.250000 Penalty: 978.062378
	Iteration 40F: 3 clusters Score -2981622 nChanged 415
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Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2981766 nChanged 406
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Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2981831 nChanged 318
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Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2981881 nChanged 305
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Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2981917 nChanged 247
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Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2981932.500000 Penalty: 978.062378
	Iteration 45Q: 3 clusters Score -2981932 nChanged 175
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Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2981950 nChanged 116
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Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2981960.250000 Penalty: 978.062378
	Iteration 47Q: 3 clusters Score -2981960 nChanged 92
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Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2981964 nChanged 86
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Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2981968.500000 Penalty: 978.062378
	Iteration 49Q: 3 clusters Score -2981968 nChanged 77
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Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -2981978.500000 Penalty: 978.062378
	Iteration 50Q: 3 clusters Score -2981978 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2981975 nChanged 65
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Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2981979 nChanged 39
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Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2981976 nChanged 33
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Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2981976 nChanged 17
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Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2981976 nChanged 17
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Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2981976 nChanged 14
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Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2981976 nChanged 15
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Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2981975 nChanged 9
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Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2981977 nChanged 14
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Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2981979 nChanged 7
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Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2981980 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2981981 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2981982 nChanged 13
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Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2981992 nChanged 13
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Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2981983 nChanged 13
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Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2981982 nChanged 14
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Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2981977 nChanged 16
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Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2981976 nChanged 14
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Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2981983 nChanged 17
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Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2981986 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2981982 nChanged 15
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Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2981981 nChanged 18
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Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2981978 nChanged 22
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Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2981984 nChanged 19
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Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2981984 nChanged 20
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Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2981986 nChanged 16
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Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2981986 nChanged 11
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Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2981990 nChanged 14
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Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2981990 nChanged 15
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Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2981988 nChanged 20
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Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 27350 members 
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	Iteration 82Q: 3 clusters Score -2981990 nChanged 27
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Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 27377 members 
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	Iteration 83Q: 3 clusters Score -2981991 nChanged 30
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	Iteration 84Q: 3 clusters Score -2981993 nChanged 31
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	Iteration 85Q: 3 clusters Score -2981997 nChanged 24
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Mstep: Class 2 contains 27462 members 
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	Iteration 86Q: 3 clusters Score -2981995 nChanged 27
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	Iteration 87Q: 3 clusters Score -2982002 nChanged 24
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	Iteration 88Q: 3 clusters Score -2981995 nChanged 11
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	Iteration 89Q: 3 clusters Score -2981997 nChanged 23
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	Iteration 90Q: 3 clusters Score -2982002 nChanged 32
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Mstep: Class 2 contains 27577 members 
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	Iteration 91Q: 3 clusters Score -2982004 nChanged 40
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	Iteration 92Q: 3 clusters Score -2982002 nChanged 32
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	Iteration 93Q: 3 clusters Score -2982004 nChanged 27
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	Iteration 94Q: 3 clusters Score -2982009 nChanged 27
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	Iteration 95Q: 3 clusters Score -2982011 nChanged 29
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	Iteration 96Q: 3 clusters Score -2982010 nChanged 30
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	Iteration 97Q: 3 clusters Score -2982010 nChanged 28
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2982016 nChanged 27
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	Iteration 99Q: 3 clusters Score -2982015 nChanged 24
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	Iteration 100F: 3 clusters Score -2982019 nChanged 30
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Mstep: Class 1 contains 18663 members 
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	Iteration 101Q: 3 clusters Score -2982020 nChanged 42
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Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2982020 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -2982022.500000 Penalty: 978.062378
	Iteration 103Q: 3 clusters Score -2982022 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2982016 nChanged 58
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Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2982017 nChanged 51
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Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2982018 nChanged 40
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Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2982012.750000 Penalty: 978.062378
	Iteration 107Q: 3 clusters Score -2982013 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -2982024.250000 Penalty: 978.062378
	Iteration 108Q: 3 clusters Score -2982024 nChanged 42
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Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -2982021.000000 Penalty: 978.062378
	Iteration 109Q: 3 clusters Score -2982021 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -2982027.750000 Penalty: 978.062378
	Iteration 110Q: 3 clusters Score -2982028 nChanged 34
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Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2982029 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2982028 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2982031 nChanged 33
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Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2982031 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2982023.500000 Penalty: 978.062378
	Iteration 115Q: 3 clusters Score -2982024 nChanged 44
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Mstep: Class 1 contains 18027 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2982018 nChanged 55
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Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2982017 nChanged 51
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Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2982024 nChanged 36
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Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -2982026.250000 Penalty: 978.062378
	Iteration 119Q: 3 clusters Score -2982026 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -2982021.250000 Penalty: 978.062378
	Iteration 120F: 3 clusters Score -2982021 nChanged 26
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Mstep: Class 1 contains 17821 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2982018 nChanged 30
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Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2982020 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2982028 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2982037 nChanged 41
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Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2982040 nChanged 40
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Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2982041 nChanged 40
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Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2982037 nChanged 31
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Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2982038 nChanged 28
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Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2982039 nChanged 24
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Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 29027 members 
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	Iteration 130Q: 3 clusters Score -2982037 nChanged 24
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Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2982036 nChanged 34
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Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2982037 nChanged 32
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Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2982041 nChanged 28
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Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2982047 nChanged 32
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Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2982048 nChanged 33
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Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2982052 nChanged 34
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Mstep: Class 1 contains 17290 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2982052 nChanged 38
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Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2982046 nChanged 41
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Mstep: Class 1 contains 17211 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2982041 nChanged 35
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2982048 nChanged 42
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Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2982052 nChanged 34
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Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2982061 nChanged 24
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Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2982061 nChanged 19
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Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2982060 nChanged 18
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Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2982061 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2982064 nChanged 7
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Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2982069 nChanged 11
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Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2982073 nChanged 17
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Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2982071 nChanged 15
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Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 29556 members 
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	Iteration 150Q: 3 clusters Score -2982072 nChanged 15
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Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2982070 nChanged 16
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Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 29587 members 
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	Iteration 152Q: 3 clusters Score -2982070 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2982078 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2982079 nChanged 39
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Mstep: Class 1 contains 16863 members 
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	Iteration 155Q: 3 clusters Score -2982088 nChanged 34
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Mstep: Class 1 contains 16829 members 
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	Iteration 156Q: 3 clusters Score -2982086 nChanged 24
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Mstep: Class 1 contains 16805 members 
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	Iteration 157Q: 3 clusters Score -2982080 nChanged 26
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Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 29755 members 
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	Iteration 158Q: 3 clusters Score -2982083 nChanged 19
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Mstep: Class 1 contains 16760 members 
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	Iteration 159Q: 3 clusters Score -2982080 nChanged 15
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Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 29789 members 
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	Iteration 160F: 3 clusters Score -2982078 nChanged 13
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Mstep: Class 1 contains 16732 members 
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	Iteration 161Q: 3 clusters Score -2982080 nChanged 17
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Mstep: Class 1 contains 16715 members 
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	Iteration 162Q: 3 clusters Score -2982082 nChanged 16
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	Iteration 163Q: 3 clusters Score -2982081 nChanged 21
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	Iteration 164Q: 3 clusters Score -2982080 nChanged 26
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	Iteration 165Q: 3 clusters Score -2982083 nChanged 33
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	Iteration 166Q: 3 clusters Score -2982091 nChanged 37
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	Iteration 167Q: 3 clusters Score -2982094 nChanged 39
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	Iteration 168Q: 3 clusters Score -2982089 nChanged 46
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	Iteration 169Q: 3 clusters Score -2982087 nChanged 52
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	Iteration 170Q: 3 clusters Score -2982095 nChanged 56
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	Iteration 171Q: 3 clusters Score -2982102 nChanged 58
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	Iteration 172Q: 3 clusters Score -2982106 nChanged 44
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	Iteration 173Q: 3 clusters Score -2982118 nChanged 51
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	Iteration 174Q: 3 clusters Score -2982118 nChanged 45
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	Iteration 175Q: 3 clusters Score -2982120 nChanged 46
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	Iteration 176Q: 3 clusters Score -2982126 nChanged 53
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	Iteration 177Q: 3 clusters Score -2982124 nChanged 50
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	Iteration 178Q: 3 clusters Score -2982124 nChanged 47
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	Iteration 179Q: 3 clusters Score -2982136 nChanged 53
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	Iteration 180F: 3 clusters Score -2982138 nChanged 56
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	Iteration 181Q: 3 clusters Score -2982143 nChanged 58
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	Iteration 182Q: 3 clusters Score -2982142 nChanged 76
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	Iteration 183Q: 3 clusters Score -2982152 nChanged 62
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	Iteration 184Q: 3 clusters Score -2982162 nChanged 54
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	Iteration 185Q: 3 clusters Score -2982166 nChanged 57
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	Iteration 186Q: 3 clusters Score -2982166 nChanged 47
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	Iteration 187Q: 3 clusters Score -2982173 nChanged 49
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	Iteration 188Q: 3 clusters Score -2982170 nChanged 57
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	Iteration 189Q: 3 clusters Score -2982172 nChanged 51
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	Iteration 190Q: 3 clusters Score -2982176 nChanged 52
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	Iteration 191Q: 3 clusters Score -2982181 nChanged 47
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	Iteration 192Q: 3 clusters Score -2982179 nChanged 45
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	Iteration 193Q: 3 clusters Score -2982180 nChanged 35
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	Iteration 194Q: 3 clusters Score -2982180 nChanged 34
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	Iteration 195Q: 3 clusters Score -2982186 nChanged 26
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	Iteration 196Q: 3 clusters Score -2982180 nChanged 27
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Mstep: Class 1 contains 15113 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2982174 nChanged 29
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Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2982173 nChanged 26
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Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2982175 nChanged 29
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Mstep: Class 1 contains 15029 members 
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	Iteration 200F: 3 clusters Score -2982180 nChanged 23
Entering Unmasked Mstep 
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	Iteration 201Q: 3 clusters Score -2982184 nChanged 22
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	Iteration 202Q: 3 clusters Score -2982182 nChanged 19
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	Iteration 203Q: 3 clusters Score -2982186 nChanged 21
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	Iteration 204Q: 3 clusters Score -2982182 nChanged 26
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	Iteration 205Q: 3 clusters Score -2982184 nChanged 31
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	Iteration 206Q: 3 clusters Score -2982188 nChanged 35
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2982194 nChanged 26
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2982199 nChanged 14
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2982196 nChanged 9
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2982196 nChanged 11
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2982196 nChanged 9
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Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2982192 nChanged 7
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2982194 nChanged 4
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2982194 nChanged 6
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2982193 nChanged 4
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2982195 nChanged 3
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2982193 nChanged 3
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2982194 nChanged 8
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2982198 nChanged 6
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2982198 nChanged 3
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	Iteration 221Q: 3 clusters Score -2982195 nChanged 4
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2982199 nChanged 7
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	Iteration 223Q: 3 clusters Score -2982203 nChanged 15
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2982203 nChanged 16
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2982202 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2982202 nChanged 22
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2982207 nChanged 25
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2982208 nChanged 25
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	Iteration 229Q: 3 clusters Score -2982213 nChanged 20
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	Iteration 230Q: 3 clusters Score -2982216 nChanged 7
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	Iteration 231Q: 3 clusters Score -2982217 nChanged 3
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	Iteration 232Q: 3 clusters Score -2982215 nChanged 1
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	Iteration 233Q: 3 clusters Score -2982214 nChanged 2
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	Iteration 234Q: 3 clusters Score -2982214 nChanged 4
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	Iteration 235Q: 3 clusters Score -2982217 nChanged 5
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2982213 nChanged 7
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2982210 nChanged 1
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	Iteration 238Q: 3 clusters Score -2982210 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2982209 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2982206 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2982208 nChanged 4
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	Iteration 242Q: 3 clusters Score -2982208 nChanged 7
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2982207 nChanged 5
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2982208 nChanged 5
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2982212 nChanged 5
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -2982212 nChanged 6
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2982212 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2982213 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2982215 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2982216 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2982214 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2982222 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -2982223.000000 Penalty: 978.062378
	Iteration 253Q: 3 clusters Score -2982223 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2982228 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2982224 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2982229 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2982227 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -2982232 nChanged 24
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	Iteration 259Q: 3 clusters Score -2982236 nChanged 28
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2982241 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2982249 nChanged 28
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	Iteration 262Q: 3 clusters Score -2982244 nChanged 29
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	Iteration 263Q: 3 clusters Score -2982249 nChanged 21
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Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2982246 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 32376 members 
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	Iteration 265Q: 3 clusters Score -2982247 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2982244 nChanged 15
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	Iteration 267Q: 3 clusters Score -2982247 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -2982246 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -2982251 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2982251 nChanged 6
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	Iteration 271Q: 3 clusters Score -2982250 nChanged 5
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	Iteration 272Q: 3 clusters Score -2982247 nChanged 4
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	Iteration 273Q: 3 clusters Score -2982245 nChanged 2
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	Iteration 274Q: 3 clusters Score -2982245 nChanged 8
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	Iteration 275Q: 3 clusters Score -2982248 nChanged 8
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	Iteration 276Q: 3 clusters Score -2982248 nChanged 8
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	Iteration 277Q: 3 clusters Score -2982244 nChanged 14
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	Iteration 278Q: 3 clusters Score -2982250 nChanged 12
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	Iteration 279Q: 3 clusters Score -2982251 nChanged 4
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	Iteration 280F: 3 clusters Score -2982248 nChanged 2
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	Iteration 281Q: 3 clusters Score -2982247 nChanged 3
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	Iteration 282Q: 3 clusters Score -2982250 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14008 members 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2982249 nChanged 2
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	Iteration 284Q: 3 clusters Score -2982247 nChanged 3
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	Iteration 285Q: 3 clusters Score -2982249 nChanged 0
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	Iteration 286F: 3 clusters Score -2982249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -1807719 nChanged 0
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Assigned 3 initial classes randomly.
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1796629.500000 Penalty: 936.569824
	Iteration 2Q: 3 clusters Score -1796630 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1797103.000000 Penalty: 936.569824
	Iteration 3Q: 3 clusters Score -1797103 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1797806.625000 Penalty: 936.569824
	Iteration 4F: 3 clusters Score -1797807 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1798884.375000 Penalty: 936.569824
	Iteration 5F: 3 clusters Score -1798884 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1800362.375000 Penalty: 936.569824
	Iteration 6F: 3 clusters Score -1800362 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1802017.750000 Penalty: 936.569824
	Iteration 7F: 3 clusters Score -1802018 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1803375.250000 Penalty: 936.569824
	Iteration 8F: 3 clusters Score -1803375 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1804354.375000 Penalty: 936.569824
	Iteration 9Q: 3 clusters Score -1804354 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1804986.250000 Penalty: 936.569824
	Iteration 10Q: 3 clusters Score -1804986 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1805430.750000 Penalty: 936.569824
	Iteration 11Q: 3 clusters Score -1805431 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1805750.875000 Penalty: 936.569824
	Iteration 12Q: 3 clusters Score -1805751 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1805994.000000 Penalty: 936.569824
	Iteration 13Q: 3 clusters Score -1805994 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1806173.000000 Penalty: 936.569824
	Iteration 14Q: 3 clusters Score -1806173 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1806337.000000 Penalty: 936.569824
	Iteration 15Q: 3 clusters Score -1806337 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1806510.000000 Penalty: 936.569824
	Iteration 16Q: 3 clusters Score -1806510 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1806659.625000 Penalty: 936.569824
	Iteration 17Q: 3 clusters Score -1806660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1806769.250000 Penalty: 936.569824
	Iteration 18Q: 3 clusters Score -1806769 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1806857.875000 Penalty: 936.569824
	Iteration 19Q: 3 clusters Score -1806858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1806924.000000 Penalty: 936.569824
	Iteration 20F: 3 clusters Score -1806924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1806992.750000 Penalty: 936.569824
	Iteration 21Q: 3 clusters Score -1806993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1807063.000000 Penalty: 936.569824
	Iteration 22Q: 3 clusters Score -1807063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1807110.250000 Penalty: 936.569824
	Iteration 23Q: 3 clusters Score -1807110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1807162.375000 Penalty: 936.569824
	Iteration 24Q: 3 clusters Score -1807162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1807203.000000 Penalty: 936.569824
	Iteration 25Q: 3 clusters Score -1807203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1807225.625000 Penalty: 936.569824
	Iteration 26Q: 3 clusters Score -1807226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1807237.625000 Penalty: 936.569824
	Iteration 27Q: 3 clusters Score -1807238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1807254.750000 Penalty: 936.569824
	Iteration 28Q: 3 clusters Score -1807255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1807264.750000 Penalty: 936.569824
	Iteration 29Q: 3 clusters Score -1807265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1807287.000000 Penalty: 936.569824
	Iteration 30Q: 3 clusters Score -1807287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1807297.750000 Penalty: 936.569824
	Iteration 31Q: 3 clusters Score -1807298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1807310.750000 Penalty: 936.569824
	Iteration 32Q: 3 clusters Score -1807311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1807316.250000 Penalty: 936.569824
	Iteration 33Q: 3 clusters Score -1807316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1807324.875000 Penalty: 936.569824
	Iteration 34Q: 3 clusters Score -1807325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1807325.875000 Penalty: 936.569824
	Iteration 35Q: 3 clusters Score -1807326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1807330.750000 Penalty: 936.569824
	Iteration 36Q: 3 clusters Score -1807331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1807333.750000 Penalty: 936.569824
	Iteration 37Q: 3 clusters Score -1807334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1807334.375000 Penalty: 936.569824
	Iteration 38Q: 3 clusters Score -1807334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1807335.125000 Penalty: 936.569824
	Iteration 39Q: 3 clusters Score -1807335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1807341.250000 Penalty: 936.569824
	Iteration 40F: 3 clusters Score -1807341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1807346.375000 Penalty: 936.569824
	Iteration 41Q: 3 clusters Score -1807346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1807350.375000 Penalty: 936.569824
	Iteration 42Q: 3 clusters Score -1807350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1807356.000000 Penalty: 936.569824
	Iteration 43Q: 3 clusters Score -1807356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1807360.875000 Penalty: 936.569824
	Iteration 44Q: 3 clusters Score -1807361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1807360.375000 Penalty: 936.569824
	Iteration 45Q: 3 clusters Score -1807360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1807365.000000 Penalty: 936.569824
	Iteration 46Q: 3 clusters Score -1807365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1807365.375000 Penalty: 936.569824
	Iteration 47Q: 3 clusters Score -1807365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1807363.625000 Penalty: 936.569824
	Iteration 48Q: 3 clusters Score -1807364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1807364.125000 Penalty: 936.569824
	Iteration 49Q: 3 clusters Score -1807364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1807365.125000 Penalty: 936.569824
	Iteration 50Q: 3 clusters Score -1807365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1807363.375000 Penalty: 936.569824
	Iteration 51Q: 3 clusters Score -1807363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1807363.375000 Penalty: 936.569824
	Iteration 52F: 3 clusters Score -1807363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -37548.976562 Penalty: 301.875824
	Iteration 0F: 2 clusters Score -37548.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36945.265625 Penalty: 603.751648
	Iteration 0F: 3 clusters Score -36945.27 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37175.402344 Penalty: 603.751648
	Iteration 1F: 3 clusters Score -37175.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37227.082031 Penalty: 603.751648
	Iteration 2F: 3 clusters Score -37227.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37266.687500 Penalty: 603.751648
	Iteration 3Q: 3 clusters Score -37266.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37295.476562 Penalty: 603.751648
	Iteration 4Q: 3 clusters Score -37295.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37329.035156 Penalty: 603.751648
	Iteration 5Q: 3 clusters Score -37329.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37366.820312 Penalty: 603.751648
	Iteration 6Q: 3 clusters Score -37366.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37406.246094 Penalty: 603.751648
	Iteration 7Q: 3 clusters Score -37406.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37432.000000 Penalty: 603.751648
	Iteration 8Q: 3 clusters Score -37432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37453.519531 Penalty: 603.751648
	Iteration 9Q: 3 clusters Score -37453.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37463.902344 Penalty: 603.751648
	Iteration 10Q: 3 clusters Score -37463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37467.359375 Penalty: 603.751648
	Iteration 11Q: 3 clusters Score -37467.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37468.687500 Penalty: 603.751648
	Iteration 12Q: 3 clusters Score -37468.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37469.390625 Penalty: 603.751648
	Iteration 13Q: 3 clusters Score -37469.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37469.789062 Penalty: 603.751648
	Iteration 14Q: 3 clusters Score -37469.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37469.789062 Penalty: 603.751648
	Iteration 15F: 3 clusters Score -37469.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -100170.953125 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -100171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98983.757812 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -98983.76 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99439.265625 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -99439.27 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99534.929688 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -99534.93 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99611.062500 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -99611.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99663.632812 Penalty: 673.010620
	Iteration 4Q: 3 clusters Score -99663.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99711.757812 Penalty: 673.010620
	Iteration 5Q: 3 clusters Score -99711.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99752.406250 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -99752.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99780.015625 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -99780.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -99799.656250 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -99799.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -99812.656250 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -99812.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -99825.843750 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -99825.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -99842.750000 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -99842.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -99855.914062 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -99855.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -99868.351562 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -99868.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -99872.968750 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -99872.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -99875.445312 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -99875.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -99881.929688 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -99881.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -99891.875000 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -99891.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -99899.898438 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -99899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -99905.242188 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -99905.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -99905.921875 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -99905.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Entering Unmasked Estep 
Score: -2093795.125000 Penalty: 475.798706
	Iteration 0F: 2 clusters Score -2093795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2070487.125000 Penalty: 951.597412
	Iteration 0F: 3 clusters Score -2070487 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2081045.000000 Penalty: 951.597412
	Iteration 1F: 3 clusters Score -2081045 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2082125.000000 Penalty: 951.597412
	Iteration 2F: 3 clusters Score -2082125 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2083727.000000 Penalty: 951.597412
	Iteration 3F: 3 clusters Score -2083727 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2085751.750000 Penalty: 951.597412
	Iteration 4F: 3 clusters Score -2085752 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2087426.625000 Penalty: 951.597412
	Iteration 5F: 3 clusters Score -2087427 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2088194.000000 Penalty: 951.597412
	Iteration 6Q: 3 clusters Score -2088194 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2088501.750000 Penalty: 951.597412
	Iteration 7Q: 3 clusters Score -2088502 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2088702.500000 Penalty: 951.597412
	Iteration 8Q: 3 clusters Score -2088702 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2088870.125000 Penalty: 951.597412
	Iteration 9Q: 3 clusters Score -2088870 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2089028.750000 Penalty: 951.597412
	Iteration 10Q: 3 clusters Score -2089029 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2089151.875000 Penalty: 951.597412
	Iteration 11Q: 3 clusters Score -2089152 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2089287.500000 Penalty: 951.597412
	Iteration 12Q: 3 clusters Score -2089288 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2089416.250000 Penalty: 951.597412
	Iteration 13Q: 3 clusters Score -2089416 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2089541.000000 Penalty: 951.597412
	Iteration 14Q: 3 clusters Score -2089541 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2089684.500000 Penalty: 951.597412
	Iteration 15Q: 3 clusters Score -2089684 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2089810.625000 Penalty: 951.597412
	Iteration 16Q: 3 clusters Score -2089811 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2089906.375000 Penalty: 951.597412
	Iteration 17Q: 3 clusters Score -2089906 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2090018.375000 Penalty: 951.597412
	Iteration 18Q: 3 clusters Score -2090018 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2090143.000000 Penalty: 951.597412
	Iteration 19Q: 3 clusters Score -2090143 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2090283.250000 Penalty: 951.597412
	Iteration 20F: 3 clusters Score -2090283 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2090424.375000 Penalty: 951.597412
	Iteration 21Q: 3 clusters Score -2090424 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2090605.500000 Penalty: 951.597412
	Iteration 22Q: 3 clusters Score -2090606 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2090789.875000 Penalty: 951.597412
	Iteration 23Q: 3 clusters Score -2090790 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2091002.500000 Penalty: 951.597412
	Iteration 24Q: 3 clusters Score -2091002 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2091278.125000 Penalty: 951.597412
	Iteration 25Q: 3 clusters Score -2091278 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2091595.125000 Penalty: 951.597412
	Iteration 26Q: 3 clusters Score -2091595 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2091921.250000 Penalty: 951.597412
	Iteration 27Q: 3 clusters Score -2091921 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2092252.375000 Penalty: 951.597412
	Iteration 28Q: 3 clusters Score -2092252 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2092554.750000 Penalty: 951.597412
	Iteration 29Q: 3 clusters Score -2092555 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2092809.500000 Penalty: 951.597412
	Iteration 30Q: 3 clusters Score -2092810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2093003.375000 Penalty: 951.597412
	Iteration 31Q: 3 clusters Score -2093003 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2093146.875000 Penalty: 951.597412
	Iteration 32Q: 3 clusters Score -2093147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2093232.125000 Penalty: 951.597412
	Iteration 33Q: 3 clusters Score -2093232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2093290.250000 Penalty: 951.597412
	Iteration 34Q: 3 clusters Score -2093290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2093330.500000 Penalty: 951.597412
	Iteration 35Q: 3 clusters Score -2093330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2093355.250000 Penalty: 951.597412
	Iteration 36Q: 3 clusters Score -2093355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2093367.625000 Penalty: 951.597412
	Iteration 37Q: 3 clusters Score -2093368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2093375.500000 Penalty: 951.597412
	Iteration 38Q: 3 clusters Score -2093376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2093384.250000 Penalty: 951.597412
	Iteration 39Q: 3 clusters Score -2093384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2093388.375000 Penalty: 951.597412
	Iteration 40F: 3 clusters Score -2093388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2093394.000000 Penalty: 951.597412
	Iteration 41Q: 3 clusters Score -2093394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2093394.125000 Penalty: 951.597412
	Iteration 42Q: 3 clusters Score -2093394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2093393.625000 Penalty: 951.597412
	Iteration 43Q: 3 clusters Score -2093394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2093394.250000 Penalty: 951.597412
	Iteration 44Q: 3 clusters Score -2093394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2093398.375000 Penalty: 951.597412
	Iteration 45Q: 3 clusters Score -2093398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2093399.125000 Penalty: 951.597412
	Iteration 46Q: 3 clusters Score -2093399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2093406.250000 Penalty: 951.597412
	Iteration 47Q: 3 clusters Score -2093406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2093407.000000 Penalty: 951.597412
	Iteration 48Q: 3 clusters Score -2093407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2093407.250000 Penalty: 951.597412
	Iteration 49Q: 3 clusters Score -2093407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2093407.125000 Penalty: 951.597412
	Iteration 50Q: 3 clusters Score -2093407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2093409.625000 Penalty: 951.597412
	Iteration 51Q: 3 clusters Score -2093410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2093409.625000 Penalty: 951.597412
	Iteration 52F: 3 clusters Score -2093410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -71332.804688 Penalty: 320.264648
	Iteration 0F: 2 clusters Score -71332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70447.515625 Penalty: 640.529297
	Iteration 0F: 3 clusters Score -70447.52 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -70698.867188 Penalty: 640.529297
	Iteration 1F: 3 clusters Score -70698.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70731.093750 Penalty: 640.529297
	Iteration 2F: 3 clusters Score -70731.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70757.523438 Penalty: 640.529297
	Iteration 3Q: 3 clusters Score -70757.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70790.351562 Penalty: 640.529297
	Iteration 4Q: 3 clusters Score -70790.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70828.750000 Penalty: 640.529297
	Iteration 5Q: 3 clusters Score -70828.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70852.351562 Penalty: 640.529297
	Iteration 6Q: 3 clusters Score -70852.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70867.765625 Penalty: 640.529297
	Iteration 7Q: 3 clusters Score -70867.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70876.468750 Penalty: 640.529297
	Iteration 8Q: 3 clusters Score -70876.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70887.867188 Penalty: 640.529297
	Iteration 9Q: 3 clusters Score -70887.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70901.125000 Penalty: 640.529297
	Iteration 10Q: 3 clusters Score -70901.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70926.257812 Penalty: 640.529297
	Iteration 11Q: 3 clusters Score -70926.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70954.968750 Penalty: 640.529297
	Iteration 12Q: 3 clusters Score -70954.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70985.445312 Penalty: 640.529297
	Iteration 13Q: 3 clusters Score -70985.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71009.867188 Penalty: 640.529297
	Iteration 14Q: 3 clusters Score -71009.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -71033.562500 Penalty: 640.529297
	Iteration 15Q: 3 clusters Score -71033.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -71053.664062 Penalty: 640.529297
	Iteration 16Q: 3 clusters Score -71053.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -71063.781250 Penalty: 640.529297
	Iteration 17Q: 3 clusters Score -71063.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -71067.398438 Penalty: 640.529297
	Iteration 18Q: 3 clusters Score -71067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -71069.421875 Penalty: 640.529297
	Iteration 19Q: 3 clusters Score -71069.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -71070.320312 Penalty: 640.529297
	Iteration 20F: 3 clusters Score -71070.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -71070.640625 Penalty: 640.529297
	Iteration 21Q: 3 clusters Score -71070.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71070.804688 Penalty: 640.529297
	Iteration 22Q: 3 clusters Score -71070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71070.804688 Penalty: 640.529297
	Iteration 23F: 3 clusters Score -71070.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Entering Unmasked Estep 
Score: -5309080.000000 Penalty: 516.495911
	Iteration 0F: 2 clusters Score -5309080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5253188.000000 Penalty: 1032.991821
	Iteration 0F: 3 clusters Score -5253188 nChanged 41376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5277361.500000 Penalty: 1032.991821
	Iteration 1F: 3 clusters Score -5277362 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -5278431.500000 Penalty: 1032.991821
	Iteration 2Q: 3 clusters Score -5278432 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -5280029.000000 Penalty: 1032.991821
	Iteration 3Q: 3 clusters Score -5280029 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -5282718.500000 Penalty: 1032.991821
	Iteration 4Q: 3 clusters Score -5282718 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -5287097.000000 Penalty: 1032.991821
	Iteration 5F: 3 clusters Score -5287097 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -5292048.500000 Penalty: 1032.991821
	Iteration 6F: 3 clusters Score -5292048 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -5295139.500000 Penalty: 1032.991821
	Iteration 7F: 3 clusters Score -5295140 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -5296348.000000 Penalty: 1032.991821
	Iteration 8Q: 3 clusters Score -5296348 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -5296985.500000 Penalty: 1032.991821
	Iteration 9Q: 3 clusters Score -5296986 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -5297622.000000 Penalty: 1032.991821
	Iteration 10Q: 3 clusters Score -5297622 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -5298416.000000 Penalty: 1032.991821
	Iteration 11Q: 3 clusters Score -5298416 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -5299286.000000 Penalty: 1032.991821
	Iteration 12Q: 3 clusters Score -5299286 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -5300375.500000 Penalty: 1032.991821
	Iteration 13Q: 3 clusters Score -5300376 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -5301711.000000 Penalty: 1032.991821
	Iteration 14Q: 3 clusters Score -5301711 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -5303090.500000 Penalty: 1032.991821
	Iteration 15Q: 3 clusters Score -5303090 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -5304353.000000 Penalty: 1032.991821
	Iteration 16Q: 3 clusters Score -5304353 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -5305365.500000 Penalty: 1032.991821
	Iteration 17Q: 3 clusters Score -5305366 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -5306132.500000 Penalty: 1032.991821
	Iteration 18Q: 3 clusters Score -5306132 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -5306568.500000 Penalty: 1032.991821
	Iteration 19Q: 3 clusters Score -5306568 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -5306959.500000 Penalty: 1032.991821
	Iteration 20F: 3 clusters Score -5306960 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -5307174.000000 Penalty: 1032.991821
	Iteration 21Q: 3 clusters Score -5307174 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -5307344.000000 Penalty: 1032.991821
	Iteration 22Q: 3 clusters Score -5307344 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -5307430.000000 Penalty: 1032.991821
	Iteration 23Q: 3 clusters Score -5307430 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -5307473.500000 Penalty: 1032.991821
	Iteration 24Q: 3 clusters Score -5307474 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -5307505.500000 Penalty: 1032.991821
	Iteration 25Q: 3 clusters Score -5307506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -5307524.500000 Penalty: 1032.991821
	Iteration 26Q: 3 clusters Score -5307524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -5307541.500000 Penalty: 1032.991821
	Iteration 27Q: 3 clusters Score -5307542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -5307563.500000 Penalty: 1032.991821
	Iteration 28Q: 3 clusters Score -5307564 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -5307580.000000 Penalty: 1032.991821
	Iteration 29Q: 3 clusters Score -5307580 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -5307585.000000 Penalty: 1032.991821
	Iteration 30Q: 3 clusters Score -5307585 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -5307600.000000 Penalty: 1032.991821
	Iteration 31Q: 3 clusters Score -5307600 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -5307632.500000 Penalty: 1032.991821
	Iteration 32Q: 3 clusters Score -5307632 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -5307627.000000 Penalty: 1032.991821
	Iteration 33Q: 3 clusters Score -5307627 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -5307644.000000 Penalty: 1032.991821
	Iteration 34Q: 3 clusters Score -5307644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -5307666.000000 Penalty: 1032.991821
	Iteration 35Q: 3 clusters Score -5307666 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -5307684.000000 Penalty: 1032.991821
	Iteration 36Q: 3 clusters Score -5307684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -5307704.000000 Penalty: 1032.991821
	Iteration 37Q: 3 clusters Score -5307704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -5307697.000000 Penalty: 1032.991821
	Iteration 38Q: 3 clusters Score -5307697 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -5307700.000000 Penalty: 1032.991821
	Iteration 39Q: 3 clusters Score -5307700 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -5307706.000000 Penalty: 1032.991821
	Iteration 40F: 3 clusters Score -5307706 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -5307727.000000 Penalty: 1032.991821
	Iteration 41Q: 3 clusters Score -5307727 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -5307749.000000 Penalty: 1032.991821
	Iteration 42Q: 3 clusters Score -5307749 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -5307795.000000 Penalty: 1032.991821
	Iteration 43Q: 3 clusters Score -5307795 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -5307812.500000 Penalty: 1032.991821
	Iteration 44Q: 3 clusters Score -5307812 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -5307827.000000 Penalty: 1032.991821
	Iteration 45Q: 3 clusters Score -5307827 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -5307832.000000 Penalty: 1032.991821
	Iteration 46Q: 3 clusters Score -5307832 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -5307848.500000 Penalty: 1032.991821
	Iteration 47Q: 3 clusters Score -5307848 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -5307885.000000 Penalty: 1032.991821
	Iteration 48Q: 3 clusters Score -5307885 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -5307887.500000 Penalty: 1032.991821
	Iteration 49Q: 3 clusters Score -5307888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -5307889.000000 Penalty: 1032.991821
	Iteration 50Q: 3 clusters Score -5307889 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -5307883.500000 Penalty: 1032.991821
	Iteration 51Q: 3 clusters Score -5307884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -5307883.000000 Penalty: 1032.991821
	Iteration 52Q: 3 clusters Score -5307883 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -5307894.000000 Penalty: 1032.991821
	Iteration 53Q: 3 clusters Score -5307894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -5307909.500000 Penalty: 1032.991821
	Iteration 54Q: 3 clusters Score -5307910 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -5307914.000000 Penalty: 1032.991821
	Iteration 55Q: 3 clusters Score -5307914 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -5307926.000000 Penalty: 1032.991821
	Iteration 56Q: 3 clusters Score -5307926 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -5307931.500000 Penalty: 1032.991821
	Iteration 57Q: 3 clusters Score -5307932 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -5307955.000000 Penalty: 1032.991821
	Iteration 58Q: 3 clusters Score -5307955 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -5307982.500000 Penalty: 1032.991821
	Iteration 59Q: 3 clusters Score -5307982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -5307979.500000 Penalty: 1032.991821
	Iteration 60F: 3 clusters Score -5307980 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -5308003.000000 Penalty: 1032.991821
	Iteration 61Q: 3 clusters Score -5308003 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -5308063.000000 Penalty: 1032.991821
	Iteration 62Q: 3 clusters Score -5308063 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -5308064.500000 Penalty: 1032.991821
	Iteration 63Q: 3 clusters Score -5308064 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -5308079.000000 Penalty: 1032.991821
	Iteration 64Q: 3 clusters Score -5308079 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -5308101.500000 Penalty: 1032.991821
	Iteration 65Q: 3 clusters Score -5308102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -5308118.500000 Penalty: 1032.991821
	Iteration 66Q: 3 clusters Score -5308118 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -5308120.000000 Penalty: 1032.991821
	Iteration 67Q: 3 clusters Score -5308120 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -5308124.500000 Penalty: 1032.991821
	Iteration 68Q: 3 clusters Score -5308124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -5308145.500000 Penalty: 1032.991821
	Iteration 69Q: 3 clusters Score -5308146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -5308128.000000 Penalty: 1032.991821
	Iteration 70Q: 3 clusters Score -5308128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -5308141.000000 Penalty: 1032.991821
	Iteration 71Q: 3 clusters Score -5308141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -5308153.500000 Penalty: 1032.991821
	Iteration 72Q: 3 clusters Score -5308154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -5308168.500000 Penalty: 1032.991821
	Iteration 73Q: 3 clusters Score -5308168 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -5308170.500000 Penalty: 1032.991821
	Iteration 74Q: 3 clusters Score -5308170 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -5308155.000000 Penalty: 1032.991821
	Iteration 75Q: 3 clusters Score -5308155 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -5308156.000000 Penalty: 1032.991821
	Iteration 76Q: 3 clusters Score -5308156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -5308187.500000 Penalty: 1032.991821
	Iteration 77Q: 3 clusters Score -5308188 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -5308195.000000 Penalty: 1032.991821
	Iteration 78Q: 3 clusters Score -5308195 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -5308214.500000 Penalty: 1032.991821
	Iteration 79Q: 3 clusters Score -5308214 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -5308217.000000 Penalty: 1032.991821
	Iteration 80F: 3 clusters Score -5308217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -5308252.000000 Penalty: 1032.991821
	Iteration 81Q: 3 clusters Score -5308252 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -5308246.500000 Penalty: 1032.991821
	Iteration 82Q: 3 clusters Score -5308246 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -5308243.500000 Penalty: 1032.991821
	Iteration 83Q: 3 clusters Score -5308244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -5308258.000000 Penalty: 1032.991821
	Iteration 84Q: 3 clusters Score -5308258 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -5308232.000000 Penalty: 1032.991821
	Iteration 85Q: 3 clusters Score -5308232 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -5308216.500000 Penalty: 1032.991821
	Iteration 86Q: 3 clusters Score -5308216 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -5308222.500000 Penalty: 1032.991821
	Iteration 87Q: 3 clusters Score -5308222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -5308232.000000 Penalty: 1032.991821
	Iteration 88Q: 3 clusters Score -5308232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -5308220.500000 Penalty: 1032.991821
	Iteration 89Q: 3 clusters Score -5308220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -5308231.000000 Penalty: 1032.991821
	Iteration 90Q: 3 clusters Score -5308231 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -5308212.500000 Penalty: 1032.991821
	Iteration 91Q: 3 clusters Score -5308212 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -5308201.000000 Penalty: 1032.991821
	Iteration 92Q: 3 clusters Score -5308201 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -5308197.500000 Penalty: 1032.991821
	Iteration 93Q: 3 clusters Score -5308198 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -5308190.000000 Penalty: 1032.991821
	Iteration 94Q: 3 clusters Score -5308190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -5308190.000000 Penalty: 1032.991821
	Iteration 95Q: 3 clusters Score -5308190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -5308178.000000 Penalty: 1032.991821
	Iteration 96Q: 3 clusters Score -5308178 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -5308209.000000 Penalty: 1032.991821
	Iteration 97Q: 3 clusters Score -5308209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -5308244.000000 Penalty: 1032.991821
	Iteration 98Q: 3 clusters Score -5308244 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -5308219.000000 Penalty: 1032.991821
	Iteration 99Q: 3 clusters Score -5308219 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -5308198.000000 Penalty: 1032.991821
	Iteration 100F: 3 clusters Score -5308198 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -5308174.000000 Penalty: 1032.991821
	Iteration 101Q: 3 clusters Score -5308174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -5308166.000000 Penalty: 1032.991821
	Iteration 102Q: 3 clusters Score -5308166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -5308150.500000 Penalty: 1032.991821
	Iteration 103Q: 3 clusters Score -5308150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -5308133.000000 Penalty: 1032.991821
	Iteration 104Q: 3 clusters Score -5308133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -5308137.000000 Penalty: 1032.991821
	Iteration 105Q: 3 clusters Score -5308137 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -5308119.500000 Penalty: 1032.991821
	Iteration 106Q: 3 clusters Score -5308120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -5308096.500000 Penalty: 1032.991821
	Iteration 107Q: 3 clusters Score -5308096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -5308079.500000 Penalty: 1032.991821
	Iteration 108Q: 3 clusters Score -5308080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -5308057.500000 Penalty: 1032.991821
	Iteration 109Q: 3 clusters Score -5308058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -5308076.000000 Penalty: 1032.991821
	Iteration 110Q: 3 clusters Score -5308076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -5308095.000000 Penalty: 1032.991821
	Iteration 111Q: 3 clusters Score -5308095 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -5308108.000000 Penalty: 1032.991821
	Iteration 112Q: 3 clusters Score -5308108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -5308094.500000 Penalty: 1032.991821
	Iteration 113Q: 3 clusters Score -5308094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -5308109.000000 Penalty: 1032.991821
	Iteration 114Q: 3 clusters Score -5308109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -5308095.000000 Penalty: 1032.991821
	Iteration 115Q: 3 clusters Score -5308095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -5308128.500000 Penalty: 1032.991821
	Iteration 116Q: 3 clusters Score -5308128 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -5308119.500000 Penalty: 1032.991821
	Iteration 117Q: 3 clusters Score -5308120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -5308112.000000 Penalty: 1032.991821
	Iteration 118Q: 3 clusters Score -5308112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -5308111.000000 Penalty: 1032.991821
	Iteration 119Q: 3 clusters Score -5308111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -5308126.000000 Penalty: 1032.991821
	Iteration 120F: 3 clusters Score -5308126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -5308142.000000 Penalty: 1032.991821
	Iteration 121Q: 3 clusters Score -5308142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -5308141.500000 Penalty: 1032.991821
	Iteration 122Q: 3 clusters Score -5308142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -5308159.500000 Penalty: 1032.991821
	Iteration 123Q: 3 clusters Score -5308160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -5308167.500000 Penalty: 1032.991821
	Iteration 124Q: 3 clusters Score -5308168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -5308157.500000 Penalty: 1032.991821
	Iteration 125Q: 3 clusters Score -5308158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -5308147.500000 Penalty: 1032.991821
	Iteration 126Q: 3 clusters Score -5308148 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -5308150.000000 Penalty: 1032.991821
	Iteration 127Q: 3 clusters Score -5308150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -5308152.500000 Penalty: 1032.991821
	Iteration 128Q: 3 clusters Score -5308152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -5308145.500000 Penalty: 1032.991821
	Iteration 129Q: 3 clusters Score -5308146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -5308147.000000 Penalty: 1032.991821
	Iteration 130Q: 3 clusters Score -5308147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -5308155.000000 Penalty: 1032.991821
	Iteration 131Q: 3 clusters Score -5308155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -5308149.500000 Penalty: 1032.991821
	Iteration 132Q: 3 clusters Score -5308150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -5308152.000000 Penalty: 1032.991821
	Iteration 133Q: 3 clusters Score -5308152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -5308153.500000 Penalty: 1032.991821
	Iteration 134Q: 3 clusters Score -5308154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -5308160.000000 Penalty: 1032.991821
	Iteration 135Q: 3 clusters Score -5308160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -5308151.500000 Penalty: 1032.991821
	Iteration 136Q: 3 clusters Score -5308152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -5308137.000000 Penalty: 1032.991821
	Iteration 137Q: 3 clusters Score -5308137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -5308138.000000 Penalty: 1032.991821
	Iteration 138Q: 3 clusters Score -5308138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -5308134.000000 Penalty: 1032.991821
	Iteration 139Q: 3 clusters Score -5308134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -5308141.000000 Penalty: 1032.991821
	Iteration 140F: 3 clusters Score -5308141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -5308167.500000 Penalty: 1032.991821
	Iteration 141Q: 3 clusters Score -5308168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -5308181.000000 Penalty: 1032.991821
	Iteration 142Q: 3 clusters Score -5308181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -5308187.500000 Penalty: 1032.991821
	Iteration 143Q: 3 clusters Score -5308188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -5308201.500000 Penalty: 1032.991821
	Iteration 144Q: 3 clusters Score -5308202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -5308213.500000 Penalty: 1032.991821
	Iteration 145Q: 3 clusters Score -5308214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -5308248.500000 Penalty: 1032.991821
	Iteration 146Q: 3 clusters Score -5308248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -5308244.500000 Penalty: 1032.991821
	Iteration 147Q: 3 clusters Score -5308244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -5308244.000000 Penalty: 1032.991821
	Iteration 148Q: 3 clusters Score -5308244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -5308262.500000 Penalty: 1032.991821
	Iteration 149Q: 3 clusters Score -5308262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -5308262.500000 Penalty: 1032.991821
	Iteration 150Q: 3 clusters Score -5308262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -5308276.500000 Penalty: 1032.991821
	Iteration 151Q: 3 clusters Score -5308276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -5308294.500000 Penalty: 1032.991821
	Iteration 152Q: 3 clusters Score -5308294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -5308324.000000 Penalty: 1032.991821
	Iteration 153Q: 3 clusters Score -5308324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -5308351.000000 Penalty: 1032.991821
	Iteration 154Q: 3 clusters Score -5308351 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -5308378.000000 Penalty: 1032.991821
	Iteration 155Q: 3 clusters Score -5308378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -5308403.000000 Penalty: 1032.991821
	Iteration 156Q: 3 clusters Score -5308403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -5308445.500000 Penalty: 1032.991821
	Iteration 157Q: 3 clusters Score -5308446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -5308482.500000 Penalty: 1032.991821
	Iteration 158Q: 3 clusters Score -5308482 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -5308521.500000 Penalty: 1032.991821
	Iteration 159Q: 3 clusters Score -5308522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -5308528.000000 Penalty: 1032.991821
	Iteration 160F: 3 clusters Score -5308528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -5308551.000000 Penalty: 1032.991821
	Iteration 161Q: 3 clusters Score -5308551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -5308562.000000 Penalty: 1032.991821
	Iteration 162Q: 3 clusters Score -5308562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -5308583.000000 Penalty: 1032.991821
	Iteration 163Q: 3 clusters Score -5308583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -5308588.500000 Penalty: 1032.991821
	Iteration 164Q: 3 clusters Score -5308588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -5308597.000000 Penalty: 1032.991821
	Iteration 165Q: 3 clusters Score -5308597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -5308599.500000 Penalty: 1032.991821
	Iteration 166Q: 3 clusters Score -5308600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -5308604.000000 Penalty: 1032.991821
	Iteration 167Q: 3 clusters Score -5308604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -5308608.000000 Penalty: 1032.991821
	Iteration 168Q: 3 clusters Score -5308608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -5308625.500000 Penalty: 1032.991821
	Iteration 169Q: 3 clusters Score -5308626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -5308642.500000 Penalty: 1032.991821
	Iteration 170Q: 3 clusters Score -5308642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -5308633.500000 Penalty: 1032.991821
	Iteration 171Q: 3 clusters Score -5308634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -5308634.500000 Penalty: 1032.991821
	Iteration 172Q: 3 clusters Score -5308634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -5308654.000000 Penalty: 1032.991821
	Iteration 173Q: 3 clusters Score -5308654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -5308656.000000 Penalty: 1032.991821
	Iteration 174Q: 3 clusters Score -5308656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -5308669.000000 Penalty: 1032.991821
	Iteration 175Q: 3 clusters Score -5308669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -5308692.500000 Penalty: 1032.991821
	Iteration 176Q: 3 clusters Score -5308692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -5308701.500000 Penalty: 1032.991821
	Iteration 177Q: 3 clusters Score -5308702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -5308708.000000 Penalty: 1032.991821
	Iteration 178Q: 3 clusters Score -5308708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -5308713.500000 Penalty: 1032.991821
	Iteration 179Q: 3 clusters Score -5308714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -5308737.500000 Penalty: 1032.991821
	Iteration 180F: 3 clusters Score -5308738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -5308734.000000 Penalty: 1032.991821
	Iteration 181Q: 3 clusters Score -5308734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -5308750.500000 Penalty: 1032.991821
	Iteration 182Q: 3 clusters Score -5308750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -5308758.500000 Penalty: 1032.991821
	Iteration 183Q: 3 clusters Score -5308758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -5308781.000000 Penalty: 1032.991821
	Iteration 184Q: 3 clusters Score -5308781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -5308780.500000 Penalty: 1032.991821
	Iteration 185Q: 3 clusters Score -5308780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -5308785.500000 Penalty: 1032.991821
	Iteration 186Q: 3 clusters Score -5308786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -5308794.000000 Penalty: 1032.991821
	Iteration 187Q: 3 clusters Score -5308794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -5308808.500000 Penalty: 1032.991821
	Iteration 188Q: 3 clusters Score -5308808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -5308814.500000 Penalty: 1032.991821
	Iteration 189Q: 3 clusters Score -5308814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -5308825.000000 Penalty: 1032.991821
	Iteration 190Q: 3 clusters Score -5308825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -5308833.000000 Penalty: 1032.991821
	Iteration 191Q: 3 clusters Score -5308833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -5308832.500000 Penalty: 1032.991821
	Iteration 192Q: 3 clusters Score -5308832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -5308834.000000 Penalty: 1032.991821
	Iteration 193Q: 3 clusters Score -5308834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -5308832.500000 Penalty: 1032.991821
	Iteration 194Q: 3 clusters Score -5308832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -5308837.000000 Penalty: 1032.991821
	Iteration 195Q: 3 clusters Score -5308837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -5308836.000000 Penalty: 1032.991821
	Iteration 196Q: 3 clusters Score -5308836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -5308837.000000 Penalty: 1032.991821
	Iteration 197Q: 3 clusters Score -5308837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -5308831.500000 Penalty: 1032.991821
	Iteration 198Q: 3 clusters Score -5308832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -5308841.500000 Penalty: 1032.991821
	Iteration 199Q: 3 clusters Score -5308842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -5308849.000000 Penalty: 1032.991821
	Iteration 200F: 3 clusters Score -5308849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -5308847.000000 Penalty: 1032.991821
	Iteration 201Q: 3 clusters Score -5308847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -5308851.500000 Penalty: 1032.991821
	Iteration 202Q: 3 clusters Score -5308852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -5308859.500000 Penalty: 1032.991821
	Iteration 203Q: 3 clusters Score -5308860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -5308868.500000 Penalty: 1032.991821
	Iteration 204Q: 3 clusters Score -5308868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -5308866.500000 Penalty: 1032.991821
	Iteration 205Q: 3 clusters Score -5308866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -5308863.500000 Penalty: 1032.991821
	Iteration 206Q: 3 clusters Score -5308864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -5308869.500000 Penalty: 1032.991821
	Iteration 207Q: 3 clusters Score -5308870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -5308868.500000 Penalty: 1032.991821
	Iteration 208Q: 3 clusters Score -5308868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -5308863.500000 Penalty: 1032.991821
	Iteration 209Q: 3 clusters Score -5308864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -5308867.500000 Penalty: 1032.991821
	Iteration 210Q: 3 clusters Score -5308868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -5308855.500000 Penalty: 1032.991821
	Iteration 211Q: 3 clusters Score -5308856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -5308854.000000 Penalty: 1032.991821
	Iteration 212Q: 3 clusters Score -5308854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -5308867.500000 Penalty: 1032.991821
	Iteration 213Q: 3 clusters Score -5308868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -5308861.500000 Penalty: 1032.991821
	Iteration 214Q: 3 clusters Score -5308862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -5308853.500000 Penalty: 1032.991821
	Iteration 215Q: 3 clusters Score -5308854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -5308856.500000 Penalty: 1032.991821
	Iteration 216Q: 3 clusters Score -5308856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -5308859.500000 Penalty: 1032.991821
	Iteration 217Q: 3 clusters Score -5308860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -5308863.000000 Penalty: 1032.991821
	Iteration 218Q: 3 clusters Score -5308863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -5308863.000000 Penalty: 1032.991821
	Iteration 219F: 3 clusters Score -5308863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -111332.765625 Penalty: 344.782349
	Iteration 0F: 2 clusters Score -111332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -109942.031250 Penalty: 689.564697
	Iteration 0F: 3 clusters Score -109942 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -110402.921875 Penalty: 689.564697
	Iteration 1F: 3 clusters Score -110402.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -110483.398438 Penalty: 689.564697
	Iteration 2F: 3 clusters Score -110483.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110536.640625 Penalty: 689.564697
	Iteration 3F: 3 clusters Score -110536.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -110590.453125 Penalty: 689.564697
	Iteration 4Q: 3 clusters Score -110590.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -110654.554688 Penalty: 689.564697
	Iteration 5Q: 3 clusters Score -110654.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110704.703125 Penalty: 689.564697
	Iteration 6Q: 3 clusters Score -110704.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -110744.992188 Penalty: 689.564697
	Iteration 7Q: 3 clusters Score -110745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110776.335938 Penalty: 689.564697
	Iteration 8Q: 3 clusters Score -110776.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110796.765625 Penalty: 689.564697
	Iteration 9Q: 3 clusters Score -110796.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110811.156250 Penalty: 689.564697
	Iteration 10Q: 3 clusters Score -110811.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110818.421875 Penalty: 689.564697
	Iteration 11Q: 3 clusters Score -110818.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -110823.562500 Penalty: 689.564697
	Iteration 12Q: 3 clusters Score -110823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -110827.664062 Penalty: 689.564697
	Iteration 13Q: 3 clusters Score -110827.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -110833.726562 Penalty: 689.564697
	Iteration 14Q: 3 clusters Score -110833.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -110840.460938 Penalty: 689.564697
	Iteration 15Q: 3 clusters Score -110840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -110846.125000 Penalty: 689.564697
	Iteration 16Q: 3 clusters Score -110846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -110851.906250 Penalty: 689.564697
	Iteration 17Q: 3 clusters Score -110851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -110854.843750 Penalty: 689.564697
	Iteration 18Q: 3 clusters Score -110854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -110857.890625 Penalty: 689.564697
	Iteration 19Q: 3 clusters Score -110857.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110860.960938 Penalty: 689.564697
	Iteration 20F: 3 clusters Score -110861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110862.000000 Penalty: 689.564697
	Iteration 21Q: 3 clusters Score -110862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110863.515625 Penalty: 689.564697
	Iteration 22Q: 3 clusters Score -110863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110865.750000 Penalty: 689.564697
	Iteration 23Q: 3 clusters Score -110865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110868.593750 Penalty: 689.564697
	Iteration 24Q: 3 clusters Score -110868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -110872.296875 Penalty: 689.564697
	Iteration 25Q: 3 clusters Score -110872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -110877.625000 Penalty: 689.564697
	Iteration 26Q: 3 clusters Score -110877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -110881.765625 Penalty: 689.564697
	Iteration 27Q: 3 clusters Score -110881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110883.585938 Penalty: 689.564697
	Iteration 28Q: 3 clusters Score -110883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110885.468750 Penalty: 689.564697
	Iteration 29Q: 3 clusters Score -110885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110888.968750 Penalty: 689.564697
	Iteration 30Q: 3 clusters Score -110889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -110891.617188 Penalty: 689.564697
	Iteration 31Q: 3 clusters Score -110891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110893.117188 Penalty: 689.564697
	Iteration 32Q: 3 clusters Score -110893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110894.234375 Penalty: 689.564697
	Iteration 33Q: 3 clusters Score -110894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110894.820312 Penalty: 689.564697
	Iteration 34Q: 3 clusters Score -110894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110895.218750 Penalty: 689.564697
	Iteration 35Q: 3 clusters Score -110895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110895.343750 Penalty: 689.564697
	Iteration 36Q: 3 clusters Score -110895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110895.539062 Penalty: 689.564697
	Iteration 37Q: 3 clusters Score -110895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110895.734375 Penalty: 689.564697
	Iteration 38Q: 3 clusters Score -110895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110895.968750 Penalty: 689.564697
	Iteration 39Q: 3 clusters Score -110896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110895.992188 Penalty: 689.564697
	Iteration 40F: 3 clusters Score -110896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -143048.984375 Penalty: 356.734253
	Iteration 0F: 2 clusters Score -143049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -141277.671875 Penalty: 713.468506
	Iteration 0F: 3 clusters Score -141277.7 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -141944.203125 Penalty: 713.468506
	Iteration 1F: 3 clusters Score -141944.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -142096.078125 Penalty: 713.468506
	Iteration 2F: 3 clusters Score -142096.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -142213.578125 Penalty: 713.468506
	Iteration 3F: 3 clusters Score -142213.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -142305.093750 Penalty: 713.468506
	Iteration 4F: 3 clusters Score -142305.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -142374.015625 Penalty: 713.468506
	Iteration 5F: 3 clusters Score -142374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -142426.890625 Penalty: 713.468506
	Iteration 6Q: 3 clusters Score -142426.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -142475.593750 Penalty: 713.468506
	Iteration 7Q: 3 clusters Score -142475.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -142527.781250 Penalty: 713.468506
	Iteration 8Q: 3 clusters Score -142527.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -142593.468750 Penalty: 713.468506
	Iteration 9Q: 3 clusters Score -142593.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -142646.140625 Penalty: 713.468506
	Iteration 10Q: 3 clusters Score -142646.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142693.703125 Penalty: 713.468506
	Iteration 11Q: 3 clusters Score -142693.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -142724.812500 Penalty: 713.468506
	Iteration 12Q: 3 clusters Score -142724.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142753.515625 Penalty: 713.468506
	Iteration 13Q: 3 clusters Score -142753.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142782.015625 Penalty: 713.468506
	Iteration 14Q: 3 clusters Score -142782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142798.375000 Penalty: 713.468506
	Iteration 15Q: 3 clusters Score -142798.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142809.437500 Penalty: 713.468506
	Iteration 16Q: 3 clusters Score -142809.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -142817.953125 Penalty: 713.468506
	Iteration 17Q: 3 clusters Score -142818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142821.828125 Penalty: 713.468506
	Iteration 18Q: 3 clusters Score -142821.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142824.171875 Penalty: 713.468506
	Iteration 19Q: 3 clusters Score -142824.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142827.062500 Penalty: 713.468506
	Iteration 20F: 3 clusters Score -142827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142829.453125 Penalty: 713.468506
	Iteration 21Q: 3 clusters Score -142829.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142831.484375 Penalty: 713.468506
	Iteration 22Q: 3 clusters Score -142831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -142831.968750 Penalty: 713.468506
	Iteration 23Q: 3 clusters Score -142832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142832.312500 Penalty: 713.468506
	Iteration 24Q: 3 clusters Score -142832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142832.218750 Penalty: 713.468506
	Iteration 25Q: 3 clusters Score -142832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142832.218750 Penalty: 713.468506
	Iteration 26F: 3 clusters Score -142832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -326616.343750 Penalty: 391.976318
	Iteration 0F: 2 clusters Score -326616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -322845.812500 Penalty: 783.952637
	Iteration 0F: 3 clusters Score -322845.8 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -324298.812500 Penalty: 783.952637
	Iteration 1F: 3 clusters Score -324298.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -324445.750000 Penalty: 783.952637
	Iteration 2F: 3 clusters Score -324445.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -324604.250000 Penalty: 783.952637
	Iteration 3F: 3 clusters Score -324604.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -324769.218750 Penalty: 783.952637
	Iteration 4F: 3 clusters Score -324769.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -324957.687500 Penalty: 783.952637
	Iteration 5F: 3 clusters Score -324957.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -325174.718750 Penalty: 783.952637
	Iteration 6F: 3 clusters Score -325174.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -325418.187500 Penalty: 783.952637
	Iteration 7F: 3 clusters Score -325418.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -325676.656250 Penalty: 783.952637
	Iteration 8F: 3 clusters Score -325676.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -325945.062500 Penalty: 783.952637
	Iteration 9Q: 3 clusters Score -325945.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -326118.156250 Penalty: 783.952637
	Iteration 10Q: 3 clusters Score -326118.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -326198.718750 Penalty: 783.952637
	Iteration 11Q: 3 clusters Score -326198.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -326225.718750 Penalty: 783.952637
	Iteration 12Q: 3 clusters Score -326225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -326249.156250 Penalty: 783.952637
	Iteration 13Q: 3 clusters Score -326249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -326260.687500 Penalty: 783.952637
	Iteration 14Q: 3 clusters Score -326260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -326267.781250 Penalty: 783.952637
	Iteration 15Q: 3 clusters Score -326267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -326269.718750 Penalty: 783.952637
	Iteration 16Q: 3 clusters Score -326269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -326270.187500 Penalty: 783.952637
	Iteration 17Q: 3 clusters Score -326270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -326270.187500 Penalty: 783.952637
	Iteration 18F: 3 clusters Score -326270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Entering Unmasked Estep 
Score: -2944592.500000 Penalty: 488.305786
	Iteration 0F: 2 clusters Score -2944592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2914099.000000 Penalty: 976.611572
	Iteration 0F: 3 clusters Score -2914099 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2928506.000000 Penalty: 976.611572
	Iteration 1F: 3 clusters Score -2928506 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2929940.750000 Penalty: 976.611572
	Iteration 2F: 3 clusters Score -2929941 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2932087.500000 Penalty: 976.611572
	Iteration 3F: 3 clusters Score -2932088 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -2934920.750000 Penalty: 976.611572
	Iteration 4F: 3 clusters Score -2934921 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -2937376.500000 Penalty: 976.611572
	Iteration 5F: 3 clusters Score -2937376 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2938718.000000 Penalty: 976.611572
	Iteration 6F: 3 clusters Score -2938718 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -2939342.250000 Penalty: 976.611572
	Iteration 7Q: 3 clusters Score -2939342 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -2939650.500000 Penalty: 976.611572
	Iteration 8Q: 3 clusters Score -2939650 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -2939966.000000 Penalty: 976.611572
	Iteration 9Q: 3 clusters Score -2939966 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -2940269.500000 Penalty: 976.611572
	Iteration 10Q: 3 clusters Score -2940270 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -2940612.750000 Penalty: 976.611572
	Iteration 11Q: 3 clusters Score -2940613 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -2940968.500000 Penalty: 976.611572
	Iteration 12Q: 3 clusters Score -2940968 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -2941297.500000 Penalty: 976.611572
	Iteration 13Q: 3 clusters Score -2941298 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -2941635.750000 Penalty: 976.611572
	Iteration 14Q: 3 clusters Score -2941636 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2941916.000000 Penalty: 976.611572
	Iteration 15Q: 3 clusters Score -2941916 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -2942137.500000 Penalty: 976.611572
	Iteration 16Q: 3 clusters Score -2942138 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -2942359.500000 Penalty: 976.611572
	Iteration 17Q: 3 clusters Score -2942360 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -2942561.000000 Penalty: 976.611572
	Iteration 18Q: 3 clusters Score -2942561 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -2942728.500000 Penalty: 976.611572
	Iteration 19Q: 3 clusters Score -2942728 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -2942865.250000 Penalty: 976.611572
	Iteration 20F: 3 clusters Score -2942865 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -2942930.000000 Penalty: 976.611572
	Iteration 21Q: 3 clusters Score -2942930 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -2943012.000000 Penalty: 976.611572
	Iteration 22Q: 3 clusters Score -2943012 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -2943078.750000 Penalty: 976.611572
	Iteration 23Q: 3 clusters Score -2943079 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -2943140.750000 Penalty: 976.611572
	Iteration 24Q: 3 clusters Score -2943141 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -2943185.000000 Penalty: 976.611572
	Iteration 25Q: 3 clusters Score -2943185 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -2943218.500000 Penalty: 976.611572
	Iteration 26Q: 3 clusters Score -2943218 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -2943255.000000 Penalty: 976.611572
	Iteration 27Q: 3 clusters Score -2943255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -2943269.000000 Penalty: 976.611572
	Iteration 28Q: 3 clusters Score -2943269 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -2943292.250000 Penalty: 976.611572
	Iteration 29Q: 3 clusters Score -2943292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -2943314.500000 Penalty: 976.611572
	Iteration 30Q: 3 clusters Score -2943314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -2943324.500000 Penalty: 976.611572
	Iteration 31Q: 3 clusters Score -2943324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -2943341.250000 Penalty: 976.611572
	Iteration 32Q: 3 clusters Score -2943341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -2943350.750000 Penalty: 976.611572
	Iteration 33Q: 3 clusters Score -2943351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -2943357.750000 Penalty: 976.611572
	Iteration 34Q: 3 clusters Score -2943358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -2943368.750000 Penalty: 976.611572
	Iteration 35Q: 3 clusters Score -2943369 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -2943376.500000 Penalty: 976.611572
	Iteration 36Q: 3 clusters Score -2943376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -2943383.000000 Penalty: 976.611572
	Iteration 37Q: 3 clusters Score -2943383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -2943387.750000 Penalty: 976.611572
	Iteration 38Q: 3 clusters Score -2943388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -2943393.250000 Penalty: 976.611572
	Iteration 39Q: 3 clusters Score -2943393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -2943389.750000 Penalty: 976.611572
	Iteration 40F: 3 clusters Score -2943390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -2943406.000000 Penalty: 976.611572
	Iteration 41Q: 3 clusters Score -2943406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -2943427.750000 Penalty: 976.611572
	Iteration 42Q: 3 clusters Score -2943428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -2943438.500000 Penalty: 976.611572
	Iteration 43Q: 3 clusters Score -2943438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -2943447.000000 Penalty: 976.611572
	Iteration 44Q: 3 clusters Score -2943447 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -2943450.750000 Penalty: 976.611572
	Iteration 45Q: 3 clusters Score -2943451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -2943460.000000 Penalty: 976.611572
	Iteration 46Q: 3 clusters Score -2943460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -2943476.000000 Penalty: 976.611572
	Iteration 47Q: 3 clusters Score -2943476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2943480.750000 Penalty: 976.611572
	Iteration 48Q: 3 clusters Score -2943481 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -2943501.250000 Penalty: 976.611572
	Iteration 49Q: 3 clusters Score -2943501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -2943516.750000 Penalty: 976.611572
	Iteration 50Q: 3 clusters Score -2943517 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -2943534.000000 Penalty: 976.611572
	Iteration 51Q: 3 clusters Score -2943534 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -2943545.750000 Penalty: 976.611572
	Iteration 52Q: 3 clusters Score -2943546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -2943560.750000 Penalty: 976.611572
	Iteration 53Q: 3 clusters Score -2943561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -2943575.500000 Penalty: 976.611572
	Iteration 54Q: 3 clusters Score -2943576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -2943597.500000 Penalty: 976.611572
	Iteration 55Q: 3 clusters Score -2943598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -2943615.750000 Penalty: 976.611572
	Iteration 56Q: 3 clusters Score -2943616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -2943644.750000 Penalty: 976.611572
	Iteration 57Q: 3 clusters Score -2943645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -2943660.250000 Penalty: 976.611572
	Iteration 58Q: 3 clusters Score -2943660 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -2943686.250000 Penalty: 976.611572
	Iteration 59Q: 3 clusters Score -2943686 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -2943700.000000 Penalty: 976.611572
	Iteration 60F: 3 clusters Score -2943700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -2943728.000000 Penalty: 976.611572
	Iteration 61Q: 3 clusters Score -2943728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -2943729.250000 Penalty: 976.611572
	Iteration 62Q: 3 clusters Score -2943729 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -2943747.500000 Penalty: 976.611572
	Iteration 63Q: 3 clusters Score -2943748 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -2943744.750000 Penalty: 976.611572
	Iteration 64Q: 3 clusters Score -2943745 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -2943758.250000 Penalty: 976.611572
	Iteration 65Q: 3 clusters Score -2943758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -2943777.250000 Penalty: 976.611572
	Iteration 66Q: 3 clusters Score -2943777 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -2943822.000000 Penalty: 976.611572
	Iteration 67Q: 3 clusters Score -2943822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -2943873.000000 Penalty: 976.611572
	Iteration 68Q: 3 clusters Score -2943873 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -2943910.750000 Penalty: 976.611572
	Iteration 69Q: 3 clusters Score -2943911 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -2943945.250000 Penalty: 976.611572
	Iteration 70Q: 3 clusters Score -2943945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -2943963.500000 Penalty: 976.611572
	Iteration 71Q: 3 clusters Score -2943964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -2943997.000000 Penalty: 976.611572
	Iteration 72Q: 3 clusters Score -2943997 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -2944003.250000 Penalty: 976.611572
	Iteration 73Q: 3 clusters Score -2944003 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -2944026.500000 Penalty: 976.611572
	Iteration 74Q: 3 clusters Score -2944026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -2944061.500000 Penalty: 976.611572
	Iteration 75Q: 3 clusters Score -2944062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -2944102.000000 Penalty: 976.611572
	Iteration 76Q: 3 clusters Score -2944102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -2944128.250000 Penalty: 976.611572
	Iteration 77Q: 3 clusters Score -2944128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -2944144.000000 Penalty: 976.611572
	Iteration 78Q: 3 clusters Score -2944144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -2944172.000000 Penalty: 976.611572
	Iteration 79Q: 3 clusters Score -2944172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -2944194.250000 Penalty: 976.611572
	Iteration 80F: 3 clusters Score -2944194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -2944202.750000 Penalty: 976.611572
	Iteration 81Q: 3 clusters Score -2944203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -2944214.250000 Penalty: 976.611572
	Iteration 82Q: 3 clusters Score -2944214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -2944221.750000 Penalty: 976.611572
	Iteration 83Q: 3 clusters Score -2944222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -2944237.250000 Penalty: 976.611572
	Iteration 84Q: 3 clusters Score -2944237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -2944242.750000 Penalty: 976.611572
	Iteration 85Q: 3 clusters Score -2944243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -2944243.500000 Penalty: 976.611572
	Iteration 86Q: 3 clusters Score -2944244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -2944246.250000 Penalty: 976.611572
	Iteration 87Q: 3 clusters Score -2944246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -2944254.000000 Penalty: 976.611572
	Iteration 88Q: 3 clusters Score -2944254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -2944260.250000 Penalty: 976.611572
	Iteration 89Q: 3 clusters Score -2944260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -2944262.750000 Penalty: 976.611572
	Iteration 90Q: 3 clusters Score -2944263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -2944263.750000 Penalty: 976.611572
	Iteration 91Q: 3 clusters Score -2944264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -2944262.750000 Penalty: 976.611572
	Iteration 92Q: 3 clusters Score -2944263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -2944264.500000 Penalty: 976.611572
	Iteration 93Q: 3 clusters Score -2944264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -2944264.000000 Penalty: 976.611572
	Iteration 94Q: 3 clusters Score -2944264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -2944264.250000 Penalty: 976.611572
	Iteration 95Q: 3 clusters Score -2944264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -2944262.000000 Penalty: 976.611572
	Iteration 96Q: 3 clusters Score -2944262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -2944258.750000 Penalty: 976.611572
	Iteration 97Q: 3 clusters Score -2944259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -2944262.750000 Penalty: 976.611572
	Iteration 98Q: 3 clusters Score -2944263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -2944263.250000 Penalty: 976.611572
	Iteration 99Q: 3 clusters Score -2944263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -2944264.250000 Penalty: 976.611572
	Iteration 100F: 3 clusters Score -2944264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Entering Unmasked Estep 
Score: -2762857.250000 Penalty: 484.370087
	Iteration 0F: 2 clusters Score -2762857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2736021.250000 Penalty: 968.740173
	Iteration 0F: 3 clusters Score -2736021 nChanged 20457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2748410.000000 Penalty: 968.740173
	Iteration 1F: 3 clusters Score -2748410 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2749556.500000 Penalty: 968.740173
	Iteration 2F: 3 clusters Score -2749556 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2751667.250000 Penalty: 968.740173
	Iteration 3F: 3 clusters Score -2751667 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2755252.750000 Penalty: 968.740173
	Iteration 4F: 3 clusters Score -2755253 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2759285.500000 Penalty: 968.740173
	Iteration 5F: 3 clusters Score -2759286 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2761548.000000 Penalty: 968.740173
	Iteration 6F: 3 clusters Score -2761548 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2762234.750000 Penalty: 968.740173
	Iteration 7Q: 3 clusters Score -2762235 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2762395.500000 Penalty: 968.740173
	Iteration 8Q: 3 clusters Score -2762396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2762456.500000 Penalty: 968.740173
	Iteration 9Q: 3 clusters Score -2762456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2762474.500000 Penalty: 968.740173
	Iteration 10Q: 3 clusters Score -2762474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2762494.750000 Penalty: 968.740173
	Iteration 11Q: 3 clusters Score -2762495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2762497.250000 Penalty: 968.740173
	Iteration 12Q: 3 clusters Score -2762497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2762501.750000 Penalty: 968.740173
	Iteration 13Q: 3 clusters Score -2762502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2762509.250000 Penalty: 968.740173
	Iteration 14Q: 3 clusters Score -2762509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2762514.500000 Penalty: 968.740173
	Iteration 15Q: 3 clusters Score -2762514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2762516.500000 Penalty: 968.740173
	Iteration 16Q: 3 clusters Score -2762516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2762516.500000 Penalty: 968.740173
	Iteration 17Q: 3 clusters Score -2762516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2762516.500000 Penalty: 968.740173
	Iteration 18F: 3 clusters Score -2762516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Entering Unmasked Estep 
Score: -2719517.000000 Penalty: 483.377930
	Iteration 0F: 2 clusters Score -2719517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2693024.000000 Penalty: 966.755859
	Iteration 0F: 3 clusters Score -2693024 nChanged 20009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2704556.750000 Penalty: 966.755859
	Iteration 1F: 3 clusters Score -2704557 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2704958.000000 Penalty: 966.755859
	Iteration 2Q: 3 clusters Score -2704958 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2705683.250000 Penalty: 966.755859
	Iteration 3Q: 3 clusters Score -2705683 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -2706941.250000 Penalty: 966.755859
	Iteration 4F: 3 clusters Score -2706941 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -2709243.000000 Penalty: 966.755859
	Iteration 5F: 3 clusters Score -2709243 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -2712665.250000 Penalty: 966.755859
	Iteration 6F: 3 clusters Score -2712665 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -2716086.000000 Penalty: 966.755859
	Iteration 7F: 3 clusters Score -2716086 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -2717849.500000 Penalty: 966.755859
	Iteration 8Q: 3 clusters Score -2717850 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2718584.250000 Penalty: 966.755859
	Iteration 9Q: 3 clusters Score -2718584 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -2718849.000000 Penalty: 966.755859
	Iteration 10Q: 3 clusters Score -2718849 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -2718936.500000 Penalty: 966.755859
	Iteration 11Q: 3 clusters Score -2718936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -2718991.750000 Penalty: 966.755859
	Iteration 12Q: 3 clusters Score -2718992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -2719020.750000 Penalty: 966.755859
	Iteration 13Q: 3 clusters Score -2719021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -2719037.500000 Penalty: 966.755859
	Iteration 14Q: 3 clusters Score -2719038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -2719047.750000 Penalty: 966.755859
	Iteration 15Q: 3 clusters Score -2719048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -2719059.000000 Penalty: 966.755859
	Iteration 16Q: 3 clusters Score -2719059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -2719073.250000 Penalty: 966.755859
	Iteration 17Q: 3 clusters Score -2719073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -2719073.000000 Penalty: 966.755859
	Iteration 18Q: 3 clusters Score -2719073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -2719073.000000 Penalty: 966.755859
	Iteration 19Q: 3 clusters Score -2719073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -2719073.000000 Penalty: 966.755859
	Iteration 20F: 3 clusters Score -2719073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -318483.000000 Penalty: 389.821503
	Iteration 0F: 2 clusters Score -318483 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 2606 members 
Entering Unmasked Estep 
Score: -314905.437500 Penalty: 779.643005
	Iteration 0F: 3 clusters Score -314905.4 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -316299.218750 Penalty: 779.643005
	Iteration 1F: 3 clusters Score -316299.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -316559.000000 Penalty: 779.643005
	Iteration 2F: 3 clusters Score -316559 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -316864.937500 Penalty: 779.643005
	Iteration 3F: 3 clusters Score -316864.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -317238.906250 Penalty: 779.643005
	Iteration 4F: 3 clusters Score -317238.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -317570.437500 Penalty: 779.643005
	Iteration 5F: 3 clusters Score -317570.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -317821.906250 Penalty: 779.643005
	Iteration 6F: 3 clusters Score -317821.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -317913.843750 Penalty: 779.643005
	Iteration 7Q: 3 clusters Score -317913.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -317954.718750 Penalty: 779.643005
	Iteration 8Q: 3 clusters Score -317954.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -317987.687500 Penalty: 779.643005
	Iteration 9Q: 3 clusters Score -317987.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318017.218750 Penalty: 779.643005
	Iteration 10Q: 3 clusters Score -318017.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -318040.375000 Penalty: 779.643005
	Iteration 11Q: 3 clusters Score -318040.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -318056.593750 Penalty: 779.643005
	Iteration 12Q: 3 clusters Score -318056.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -318066.781250 Penalty: 779.643005
	Iteration 13Q: 3 clusters Score -318066.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -318073.437500 Penalty: 779.643005
	Iteration 14Q: 3 clusters Score -318073.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -318078.218750 Penalty: 779.643005
	Iteration 15Q: 3 clusters Score -318078.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -318082.718750 Penalty: 779.643005
	Iteration 16Q: 3 clusters Score -318082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -318086.437500 Penalty: 779.643005
	Iteration 17Q: 3 clusters Score -318086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -318089.437500 Penalty: 779.643005
	Iteration 18Q: 3 clusters Score -318089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -318092.437500 Penalty: 779.643005
	Iteration 19Q: 3 clusters Score -318092.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -318094.593750 Penalty: 779.643005
	Iteration 20F: 3 clusters Score -318094.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -318096.125000 Penalty: 779.643005
	Iteration 21Q: 3 clusters Score -318096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -318097.500000 Penalty: 779.643005
	Iteration 22Q: 3 clusters Score -318097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -318098.593750 Penalty: 779.643005
	Iteration 23Q: 3 clusters Score -318098.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -318100.687500 Penalty: 779.643005
	Iteration 24Q: 3 clusters Score -318100.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -318102.562500 Penalty: 779.643005
	Iteration 25Q: 3 clusters Score -318102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -318105.312500 Penalty: 779.643005
	Iteration 26Q: 3 clusters Score -318105.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -318107.375000 Penalty: 779.643005
	Iteration 27Q: 3 clusters Score -318107.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -318108.593750 Penalty: 779.643005
	Iteration 28Q: 3 clusters Score -318108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -318111.187500 Penalty: 779.643005
	Iteration 29Q: 3 clusters Score -318111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -318112.281250 Penalty: 779.643005
	Iteration 30Q: 3 clusters Score -318112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -318113.625000 Penalty: 779.643005
	Iteration 31Q: 3 clusters Score -318113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -318115.031250 Penalty: 779.643005
	Iteration 32Q: 3 clusters Score -318115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -318115.968750 Penalty: 779.643005
	Iteration 33Q: 3 clusters Score -318116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -318116.656250 Penalty: 779.643005
	Iteration 34Q: 3 clusters Score -318116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -318117.312500 Penalty: 779.643005
	Iteration 35Q: 3 clusters Score -318117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -318118.437500 Penalty: 779.643005
	Iteration 36Q: 3 clusters Score -318118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -318118.937500 Penalty: 779.643005
	Iteration 37Q: 3 clusters Score -318118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -318119.468750 Penalty: 779.643005
	Iteration 38Q: 3 clusters Score -318119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -318120.656250 Penalty: 779.643005
	Iteration 39Q: 3 clusters Score -318120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -318120.750000 Penalty: 779.643005
	Iteration 40F: 3 clusters Score -318120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -318120.906250 Penalty: 779.643005
	Iteration 41Q: 3 clusters Score -318120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -318120.750000 Penalty: 779.643005
	Iteration 42Q: 3 clusters Score -318120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -318121.500000 Penalty: 779.643005
	Iteration 43Q: 3 clusters Score -318121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -318122.656250 Penalty: 779.643005
	Iteration 44Q: 3 clusters Score -318122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -318123.843750 Penalty: 779.643005
	Iteration 45Q: 3 clusters Score -318123.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -318126.562500 Penalty: 779.643005
	Iteration 46Q: 3 clusters Score -318126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -318130.031250 Penalty: 779.643005
	Iteration 47Q: 3 clusters Score -318130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -318132.875000 Penalty: 779.643005
	Iteration 48Q: 3 clusters Score -318132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -318135.406250 Penalty: 779.643005
	Iteration 49Q: 3 clusters Score -318135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -318137.906250 Penalty: 779.643005
	Iteration 50Q: 3 clusters Score -318137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -318144.468750 Penalty: 779.643005
	Iteration 51Q: 3 clusters Score -318144.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -318150.343750 Penalty: 779.643005
	Iteration 52Q: 3 clusters Score -318150.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -318156.625000 Penalty: 779.643005
	Iteration 53Q: 3 clusters Score -318156.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -318167.312500 Penalty: 779.643005
	Iteration 54Q: 3 clusters Score -318167.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -318177.062500 Penalty: 779.643005
	Iteration 55Q: 3 clusters Score -318177.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -318184.718750 Penalty: 779.643005
	Iteration 56Q: 3 clusters Score -318184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -318190.156250 Penalty: 779.643005
	Iteration 57Q: 3 clusters Score -318190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -318196.281250 Penalty: 779.643005
	Iteration 58Q: 3 clusters Score -318196.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -318202.125000 Penalty: 779.643005
	Iteration 59Q: 3 clusters Score -318202.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -318206.375000 Penalty: 779.643005
	Iteration 60F: 3 clusters Score -318206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -318208.343750 Penalty: 779.643005
	Iteration 61Q: 3 clusters Score -318208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -318210.031250 Penalty: 779.643005
	Iteration 62Q: 3 clusters Score -318210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -318211.468750 Penalty: 779.643005
	Iteration 63Q: 3 clusters Score -318211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -318212.062500 Penalty: 779.643005
	Iteration 64Q: 3 clusters Score -318212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -318212.343750 Penalty: 779.643005
	Iteration 65Q: 3 clusters Score -318212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -318211.937500 Penalty: 779.643005
	Iteration 66Q: 3 clusters Score -318211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -318211.937500 Penalty: 779.643005
	Iteration 67Q: 3 clusters Score -318211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -318211.937500 Penalty: 779.643005
	Iteration 68F: 3 clusters Score -318211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Entering Unmasked Estep 
Score: -486461.750000 Penalty: 404.545013
	Iteration 0F: 2 clusters Score -486461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -481553.812500 Penalty: 809.090027
	Iteration 0F: 3 clusters Score -481553.8 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -483513.218750 Penalty: 809.090027
	Iteration 1F: 3 clusters Score -483513.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -483708.218750 Penalty: 809.090027
	Iteration 2F: 3 clusters Score -483708.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -483946.562500 Penalty: 809.090027
	Iteration 3F: 3 clusters Score -483946.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -484257.562500 Penalty: 809.090027
	Iteration 4F: 3 clusters Score -484257.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -484693.562500 Penalty: 809.090027
	Iteration 5F: 3 clusters Score -484693.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -485188.656250 Penalty: 809.090027
	Iteration 6F: 3 clusters Score -485188.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -485592.187500 Penalty: 809.090027
	Iteration 7F: 3 clusters Score -485592.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -485836.125000 Penalty: 809.090027
	Iteration 8Q: 3 clusters Score -485836.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -485987.562500 Penalty: 809.090027
	Iteration 9Q: 3 clusters Score -485987.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -486051.093750 Penalty: 809.090027
	Iteration 10Q: 3 clusters Score -486051.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -486093.250000 Penalty: 809.090027
	Iteration 11Q: 3 clusters Score -486093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -486110.218750 Penalty: 809.090027
	Iteration 12Q: 3 clusters Score -486110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -486114.968750 Penalty: 809.090027
	Iteration 13Q: 3 clusters Score -486115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -486117.187500 Penalty: 809.090027
	Iteration 14Q: 3 clusters Score -486117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -486118.156250 Penalty: 809.090027
	Iteration 15Q: 3 clusters Score -486118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -486122.937500 Penalty: 809.090027
	Iteration 16Q: 3 clusters Score -486122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -486127.406250 Penalty: 809.090027
	Iteration 17Q: 3 clusters Score -486127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -486127.406250 Penalty: 809.090027
	Iteration 18F: 3 clusters Score -486127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Entering Unmasked Estep 
Score: -1854986.625000 Penalty: 466.536346
	Iteration 0F: 2 clusters Score -1854987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1836089.750000 Penalty: 933.072693
	Iteration 0F: 3 clusters Score -1836090 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1845133.750000 Penalty: 933.072693
	Iteration 1F: 3 clusters Score -1845134 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1846309.750000 Penalty: 933.072693
	Iteration 2F: 3 clusters Score -1846310 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1847870.750000 Penalty: 933.072693
	Iteration 3F: 3 clusters Score -1847871 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1849586.750000 Penalty: 933.072693
	Iteration 4F: 3 clusters Score -1849587 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1851013.625000 Penalty: 933.072693
	Iteration 5F: 3 clusters Score -1851014 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1851947.500000 Penalty: 933.072693
	Iteration 6Q: 3 clusters Score -1851948 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1852567.125000 Penalty: 933.072693
	Iteration 7Q: 3 clusters Score -1852567 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1852993.500000 Penalty: 933.072693
	Iteration 8Q: 3 clusters Score -1852994 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1853306.375000 Penalty: 933.072693
	Iteration 9Q: 3 clusters Score -1853306 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1853600.250000 Penalty: 933.072693
	Iteration 10Q: 3 clusters Score -1853600 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1853831.750000 Penalty: 933.072693
	Iteration 11Q: 3 clusters Score -1853832 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1854025.375000 Penalty: 933.072693
	Iteration 12Q: 3 clusters Score -1854025 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1854178.250000 Penalty: 933.072693
	Iteration 13Q: 3 clusters Score -1854178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1854308.500000 Penalty: 933.072693
	Iteration 14Q: 3 clusters Score -1854308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1854398.625000 Penalty: 933.072693
	Iteration 15Q: 3 clusters Score -1854399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1854455.500000 Penalty: 933.072693
	Iteration 16Q: 3 clusters Score -1854456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1854479.375000 Penalty: 933.072693
	Iteration 17Q: 3 clusters Score -1854479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1854505.375000 Penalty: 933.072693
	Iteration 18Q: 3 clusters Score -1854505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1854519.000000 Penalty: 933.072693
	Iteration 19Q: 3 clusters Score -1854519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1854528.875000 Penalty: 933.072693
	Iteration 20F: 3 clusters Score -1854529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1854549.875000 Penalty: 933.072693
	Iteration 21Q: 3 clusters Score -1854550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1854563.125000 Penalty: 933.072693
	Iteration 22Q: 3 clusters Score -1854563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1854564.125000 Penalty: 933.072693
	Iteration 23Q: 3 clusters Score -1854564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1854567.875000 Penalty: 933.072693
	Iteration 24Q: 3 clusters Score -1854568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1854572.125000 Penalty: 933.072693
	Iteration 25Q: 3 clusters Score -1854572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1854576.000000 Penalty: 933.072693
	Iteration 26Q: 3 clusters Score -1854576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1854577.125000 Penalty: 933.072693
	Iteration 27Q: 3 clusters Score -1854577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1854578.625000 Penalty: 933.072693
	Iteration 28Q: 3 clusters Score -1854579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1854579.500000 Penalty: 933.072693
	Iteration 29Q: 3 clusters Score -1854580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1854579.875000 Penalty: 933.072693
	Iteration 30Q: 3 clusters Score -1854580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1854579.875000 Penalty: 933.072693
	Iteration 31F: 3 clusters Score -1854580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -111371.031250 Penalty: 346.675140
	Iteration 0F: 2 clusters Score -111371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -109908.117188 Penalty: 693.350281
	Iteration 0F: 3 clusters Score -109908.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -110422.632812 Penalty: 693.350281
	Iteration 1F: 3 clusters Score -110422.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -110498.445312 Penalty: 693.350281
	Iteration 2F: 3 clusters Score -110498.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -110566.304688 Penalty: 693.350281
	Iteration 3F: 3 clusters Score -110566.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -110628.898438 Penalty: 693.350281
	Iteration 4F: 3 clusters Score -110628.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -110684.265625 Penalty: 693.350281
	Iteration 5F: 3 clusters Score -110684.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -110743.281250 Penalty: 693.350281
	Iteration 6Q: 3 clusters Score -110743.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -110783.562500 Penalty: 693.350281
	Iteration 7Q: 3 clusters Score -110783.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -110825.859375 Penalty: 693.350281
	Iteration 8Q: 3 clusters Score -110825.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -110864.359375 Penalty: 693.350281
	Iteration 9Q: 3 clusters Score -110864.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -110889.000000 Penalty: 693.350281
	Iteration 10Q: 3 clusters Score -110889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -110912.289062 Penalty: 693.350281
	Iteration 11Q: 3 clusters Score -110912.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -110936.914062 Penalty: 693.350281
	Iteration 12Q: 3 clusters Score -110936.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -110957.718750 Penalty: 693.350281
	Iteration 13Q: 3 clusters Score -110957.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -110976.578125 Penalty: 693.350281
	Iteration 14Q: 3 clusters Score -110976.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -110993.710938 Penalty: 693.350281
	Iteration 15Q: 3 clusters Score -110993.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -111013.328125 Penalty: 693.350281
	Iteration 16Q: 3 clusters Score -111013.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -111031.312500 Penalty: 693.350281
	Iteration 17Q: 3 clusters Score -111031.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -111042.906250 Penalty: 693.350281
	Iteration 18Q: 3 clusters Score -111042.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -111052.468750 Penalty: 693.350281
	Iteration 19Q: 3 clusters Score -111052.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -111069.148438 Penalty: 693.350281
	Iteration 20F: 3 clusters Score -111069.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -111079.648438 Penalty: 693.350281
	Iteration 21Q: 3 clusters Score -111079.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -111087.414062 Penalty: 693.350281
	Iteration 22Q: 3 clusters Score -111087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -111096.546875 Penalty: 693.350281
	Iteration 23Q: 3 clusters Score -111096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -111109.421875 Penalty: 693.350281
	Iteration 24Q: 3 clusters Score -111109.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -111124.289062 Penalty: 693.350281
	Iteration 25Q: 3 clusters Score -111124.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -111140.117188 Penalty: 693.350281
	Iteration 26Q: 3 clusters Score -111140.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -111149.140625 Penalty: 693.350281
	Iteration 27Q: 3 clusters Score -111149.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -111161.406250 Penalty: 693.350281
	Iteration 28Q: 3 clusters Score -111161.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -111173.703125 Penalty: 693.350281
	Iteration 29Q: 3 clusters Score -111173.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -111185.195312 Penalty: 693.350281
	Iteration 30Q: 3 clusters Score -111185.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -111199.109375 Penalty: 693.350281
	Iteration 31Q: 3 clusters Score -111199.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -111211.492188 Penalty: 693.350281
	Iteration 32Q: 3 clusters Score -111211.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -111223.710938 Penalty: 693.350281
	Iteration 33Q: 3 clusters Score -111223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -111231.820312 Penalty: 693.350281
	Iteration 34Q: 3 clusters Score -111231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -111237.640625 Penalty: 693.350281
	Iteration 35Q: 3 clusters Score -111237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -111249.703125 Penalty: 693.350281
	Iteration 36Q: 3 clusters Score -111249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -111252.257812 Penalty: 693.350281
	Iteration 37Q: 3 clusters Score -111252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -111252.257812 Penalty: 693.350281
	Iteration 38F: 3 clusters Score -111252.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -275418.031250 Penalty: 380.062653
	Iteration 0F: 2 clusters Score -275418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -272439.750000 Penalty: 760.125305
	Iteration 0F: 3 clusters Score -272439.8 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -273557.531250 Penalty: 760.125305
	Iteration 1F: 3 clusters Score -273557.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -273682.500000 Penalty: 760.125305
	Iteration 2F: 3 clusters Score -273682.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -273822.812500 Penalty: 760.125305
	Iteration 3F: 3 clusters Score -273822.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -273991.187500 Penalty: 760.125305
	Iteration 4F: 3 clusters Score -273991.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -274204.031250 Penalty: 760.125305
	Iteration 5F: 3 clusters Score -274204 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -274402.187500 Penalty: 760.125305
	Iteration 6F: 3 clusters Score -274402.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -274576.562500 Penalty: 760.125305
	Iteration 7F: 3 clusters Score -274576.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -274712.593750 Penalty: 760.125305
	Iteration 8Q: 3 clusters Score -274712.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -274784.937500 Penalty: 760.125305
	Iteration 9Q: 3 clusters Score -274784.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -274835.156250 Penalty: 760.125305
	Iteration 10Q: 3 clusters Score -274835.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -274870.375000 Penalty: 760.125305
	Iteration 11Q: 3 clusters Score -274870.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -274896.687500 Penalty: 760.125305
	Iteration 12Q: 3 clusters Score -274896.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -274924.437500 Penalty: 760.125305
	Iteration 13Q: 3 clusters Score -274924.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -274951.156250 Penalty: 760.125305
	Iteration 14Q: 3 clusters Score -274951.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -274969.968750 Penalty: 760.125305
	Iteration 15Q: 3 clusters Score -274970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -274984.000000 Penalty: 760.125305
	Iteration 16Q: 3 clusters Score -274984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -274993.875000 Penalty: 760.125305
	Iteration 17Q: 3 clusters Score -274993.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -275004.031250 Penalty: 760.125305
	Iteration 18Q: 3 clusters Score -275004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -275012.968750 Penalty: 760.125305
	Iteration 19Q: 3 clusters Score -275013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -275021.093750 Penalty: 760.125305
	Iteration 20F: 3 clusters Score -275021.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -275028.875000 Penalty: 760.125305
	Iteration 21Q: 3 clusters Score -275028.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -275040.968750 Penalty: 760.125305
	Iteration 22Q: 3 clusters Score -275041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -275052.125000 Penalty: 760.125305
	Iteration 23Q: 3 clusters Score -275052.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -275065.218750 Penalty: 760.125305
	Iteration 24Q: 3 clusters Score -275065.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -275077.187500 Penalty: 760.125305
	Iteration 25Q: 3 clusters Score -275077.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -275090.968750 Penalty: 760.125305
	Iteration 26Q: 3 clusters Score -275091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -275102.687500 Penalty: 760.125305
	Iteration 27Q: 3 clusters Score -275102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -275105.593750 Penalty: 760.125305
	Iteration 28Q: 3 clusters Score -275105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -275106.531250 Penalty: 760.125305
	Iteration 29Q: 3 clusters Score -275106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -275107.906250 Penalty: 760.125305
	Iteration 30Q: 3 clusters Score -275107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -275108.187500 Penalty: 760.125305
	Iteration 31Q: 3 clusters Score -275108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -275108.187500 Penalty: 760.125305
	Iteration 32F: 3 clusters Score -275108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -185726.531250 Penalty: 361.101776
	Iteration 0F: 2 clusters Score -185726.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -183755.093750 Penalty: 722.203552
	Iteration 0F: 3 clusters Score -183755.1 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -184363.156250 Penalty: 722.203552
	Iteration 1F: 3 clusters Score -184363.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -184443.515625 Penalty: 722.203552
	Iteration 2F: 3 clusters Score -184443.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -184502.156250 Penalty: 722.203552
	Iteration 3Q: 3 clusters Score -184502.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -184557.593750 Penalty: 722.203552
	Iteration 4Q: 3 clusters Score -184557.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -184607.500000 Penalty: 722.203552
	Iteration 5Q: 3 clusters Score -184607.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -184676.562500 Penalty: 722.203552
	Iteration 6Q: 3 clusters Score -184676.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -184761.906250 Penalty: 722.203552
	Iteration 7Q: 3 clusters Score -184761.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -184859.921875 Penalty: 722.203552
	Iteration 8Q: 3 clusters Score -184859.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -184952.218750 Penalty: 722.203552
	Iteration 9F: 3 clusters Score -184952.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -185009.390625 Penalty: 722.203552
	Iteration 10Q: 3 clusters Score -185009.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -185042.453125 Penalty: 722.203552
	Iteration 11Q: 3 clusters Score -185042.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -185060.890625 Penalty: 722.203552
	Iteration 12Q: 3 clusters Score -185060.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -185072.906250 Penalty: 722.203552
	Iteration 13Q: 3 clusters Score -185072.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -185081.078125 Penalty: 722.203552
	Iteration 14Q: 3 clusters Score -185081.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -185086.078125 Penalty: 722.203552
	Iteration 15Q: 3 clusters Score -185086.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -185091.140625 Penalty: 722.203552
	Iteration 16Q: 3 clusters Score -185091.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -185097.812500 Penalty: 722.203552
	Iteration 17Q: 3 clusters Score -185097.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -185104.453125 Penalty: 722.203552
	Iteration 18Q: 3 clusters Score -185104.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -185108.593750 Penalty: 722.203552
	Iteration 19Q: 3 clusters Score -185108.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -185116.187500 Penalty: 722.203552
	Iteration 20F: 3 clusters Score -185116.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -185122.953125 Penalty: 722.203552
	Iteration 21Q: 3 clusters Score -185123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -185128.406250 Penalty: 722.203552
	Iteration 22Q: 3 clusters Score -185128.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -185131.671875 Penalty: 722.203552
	Iteration 23Q: 3 clusters Score -185131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -185135.671875 Penalty: 722.203552
	Iteration 24Q: 3 clusters Score -185135.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -185141.906250 Penalty: 722.203552
	Iteration 25Q: 3 clusters Score -185141.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -185149.625000 Penalty: 722.203552
	Iteration 26Q: 3 clusters Score -185149.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -185154.140625 Penalty: 722.203552
	Iteration 27Q: 3 clusters Score -185154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -185157.093750 Penalty: 722.203552
	Iteration 28Q: 3 clusters Score -185157.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -185161.296875 Penalty: 722.203552
	Iteration 29Q: 3 clusters Score -185161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -185166.515625 Penalty: 722.203552
	Iteration 30Q: 3 clusters Score -185166.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -185171.531250 Penalty: 722.203552
	Iteration 31Q: 3 clusters Score -185171.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -185177.812500 Penalty: 722.203552
	Iteration 32Q: 3 clusters Score -185177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -185183.390625 Penalty: 722.203552
	Iteration 33Q: 3 clusters Score -185183.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -185189.406250 Penalty: 722.203552
	Iteration 34Q: 3 clusters Score -185189.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -185195.359375 Penalty: 722.203552
	Iteration 35Q: 3 clusters Score -185195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -185200.515625 Penalty: 722.203552
	Iteration 36Q: 3 clusters Score -185200.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -185205.421875 Penalty: 722.203552
	Iteration 37Q: 3 clusters Score -185205.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -185209.687500 Penalty: 722.203552
	Iteration 38Q: 3 clusters Score -185209.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -185211.796875 Penalty: 722.203552
	Iteration 39Q: 3 clusters Score -185211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -185213.812500 Penalty: 722.203552
	Iteration 40F: 3 clusters Score -185213.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -185216.078125 Penalty: 722.203552
	Iteration 41Q: 3 clusters Score -185216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -185217.000000 Penalty: 722.203552
	Iteration 42Q: 3 clusters Score -185217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -185217.953125 Penalty: 722.203552
	Iteration 43Q: 3 clusters Score -185218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -185218.500000 Penalty: 722.203552
	Iteration 44Q: 3 clusters Score -185218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -185218.640625 Penalty: 722.203552
	Iteration 45Q: 3 clusters Score -185218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -185218.640625 Penalty: 722.203552
	Iteration 46F: 3 clusters Score -185218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Entering Unmasked Estep 
Score: -431795.937500 Penalty: 404.319031
	Iteration 0F: 2 clusters Score -431795.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -426972.000000 Penalty: 808.638062
	Iteration 0F: 3 clusters Score -426972 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -429007.218750 Penalty: 808.638062
	Iteration 1F: 3 clusters Score -429007.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -429436.750000 Penalty: 808.638062
	Iteration 2F: 3 clusters Score -429436.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -429948.937500 Penalty: 808.638062
	Iteration 3F: 3 clusters Score -429948.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -430363.500000 Penalty: 808.638062
	Iteration 4F: 3 clusters Score -430363.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -430604.687500 Penalty: 808.638062
	Iteration 5F: 3 clusters Score -430604.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -430718.343750 Penalty: 808.638062
	Iteration 6Q: 3 clusters Score -430718.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -430782.781250 Penalty: 808.638062
	Iteration 7Q: 3 clusters Score -430782.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -430822.593750 Penalty: 808.638062
	Iteration 8Q: 3 clusters Score -430822.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -430858.593750 Penalty: 808.638062
	Iteration 9Q: 3 clusters Score -430858.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -430895.531250 Penalty: 808.638062
	Iteration 10Q: 3 clusters Score -430895.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -430935.781250 Penalty: 808.638062
	Iteration 11Q: 3 clusters Score -430935.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -430975.187500 Penalty: 808.638062
	Iteration 12Q: 3 clusters Score -430975.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -431000.187500 Penalty: 808.638062
	Iteration 13Q: 3 clusters Score -431000.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -431033.281250 Penalty: 808.638062
	Iteration 14Q: 3 clusters Score -431033.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -431061.375000 Penalty: 808.638062
	Iteration 15Q: 3 clusters Score -431061.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -431087.718750 Penalty: 808.638062
	Iteration 16Q: 3 clusters Score -431087.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -431122.781250 Penalty: 808.638062
	Iteration 17Q: 3 clusters Score -431122.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -431160.625000 Penalty: 808.638062
	Iteration 18Q: 3 clusters Score -431160.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -431197.812500 Penalty: 808.638062
	Iteration 19Q: 3 clusters Score -431197.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -431232.125000 Penalty: 808.638062
	Iteration 20F: 3 clusters Score -431232.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -431259.531250 Penalty: 808.638062
	Iteration 21Q: 3 clusters Score -431259.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -431283.343750 Penalty: 808.638062
	Iteration 22Q: 3 clusters Score -431283.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -431314.187500 Penalty: 808.638062
	Iteration 23Q: 3 clusters Score -431314.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -431348.343750 Penalty: 808.638062
	Iteration 24Q: 3 clusters Score -431348.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -431371.281250 Penalty: 808.638062
	Iteration 25Q: 3 clusters Score -431371.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -431389.062500 Penalty: 808.638062
	Iteration 26Q: 3 clusters Score -431389.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -431403.656250 Penalty: 808.638062
	Iteration 27Q: 3 clusters Score -431403.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -431418.062500 Penalty: 808.638062
	Iteration 28Q: 3 clusters Score -431418.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -431434.937500 Penalty: 808.638062
	Iteration 29Q: 3 clusters Score -431434.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -431452.718750 Penalty: 808.638062
	Iteration 30Q: 3 clusters Score -431452.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -431470.343750 Penalty: 808.638062
	Iteration 31Q: 3 clusters Score -431470.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -431496.937500 Penalty: 808.638062
	Iteration 32Q: 3 clusters Score -431496.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -431529.968750 Penalty: 808.638062
	Iteration 33Q: 3 clusters Score -431530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -431563.031250 Penalty: 808.638062
	Iteration 34Q: 3 clusters Score -431563 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -431595.562500 Penalty: 808.638062
	Iteration 35Q: 3 clusters Score -431595.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -431618.562500 Penalty: 808.638062
	Iteration 36Q: 3 clusters Score -431618.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -431637.781250 Penalty: 808.638062
	Iteration 37Q: 3 clusters Score -431637.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -431652.406250 Penalty: 808.638062
	Iteration 38Q: 3 clusters Score -431652.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -431663.250000 Penalty: 808.638062
	Iteration 39Q: 3 clusters Score -431663.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -431671.718750 Penalty: 808.638062
	Iteration 40F: 3 clusters Score -431671.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -431680.750000 Penalty: 808.638062
	Iteration 41Q: 3 clusters Score -431680.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -431689.875000 Penalty: 808.638062
	Iteration 42Q: 3 clusters Score -431689.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -431701.968750 Penalty: 808.638062
	Iteration 43Q: 3 clusters Score -431702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -431713.156250 Penalty: 808.638062
	Iteration 44Q: 3 clusters Score -431713.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -431725.343750 Penalty: 808.638062
	Iteration 45Q: 3 clusters Score -431725.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -431730.375000 Penalty: 808.638062
	Iteration 46Q: 3 clusters Score -431730.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -431735.500000 Penalty: 808.638062
	Iteration 47Q: 3 clusters Score -431735.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -431743.625000 Penalty: 808.638062
	Iteration 48Q: 3 clusters Score -431743.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -431750.437500 Penalty: 808.638062
	Iteration 49Q: 3 clusters Score -431750.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -431753.312500 Penalty: 808.638062
	Iteration 50Q: 3 clusters Score -431753.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -431756.718750 Penalty: 808.638062
	Iteration 51Q: 3 clusters Score -431756.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -431760.343750 Penalty: 808.638062
	Iteration 52Q: 3 clusters Score -431760.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -431764.781250 Penalty: 808.638062
	Iteration 53Q: 3 clusters Score -431764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -431766.843750 Penalty: 808.638062
	Iteration 54Q: 3 clusters Score -431766.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -431771.718750 Penalty: 808.638062
	Iteration 55Q: 3 clusters Score -431771.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -431772.281250 Penalty: 808.638062
	Iteration 56Q: 3 clusters Score -431772.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -431774.312500 Penalty: 808.638062
	Iteration 57Q: 3 clusters Score -431774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -431775.375000 Penalty: 808.638062
	Iteration 58Q: 3 clusters Score -431775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -431776.500000 Penalty: 808.638062
	Iteration 59Q: 3 clusters Score -431776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -431777.406250 Penalty: 808.638062
	Iteration 60F: 3 clusters Score -431777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -431777.250000 Penalty: 808.638062
	Iteration 61Q: 3 clusters Score -431777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -431778.000000 Penalty: 808.638062
	Iteration 62Q: 3 clusters Score -431778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -431778.031250 Penalty: 808.638062
	Iteration 63Q: 3 clusters Score -431778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -431779.093750 Penalty: 808.638062
	Iteration 64Q: 3 clusters Score -431779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -431779.750000 Penalty: 808.638062
	Iteration 65Q: 3 clusters Score -431779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -431780.062500 Penalty: 808.638062
	Iteration 66Q: 3 clusters Score -431780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -431780.500000 Penalty: 808.638062
	Iteration 67Q: 3 clusters Score -431780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -431780.500000 Penalty: 808.638062
	Iteration 68Q: 3 clusters Score -431780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -431780.406250 Penalty: 808.638062
	Iteration 69Q: 3 clusters Score -431780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -431780.343750 Penalty: 808.638062
	Iteration 70Q: 3 clusters Score -431780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -431780.531250 Penalty: 808.638062
	Iteration 71Q: 3 clusters Score -431780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -431781.843750 Penalty: 808.638062
	Iteration 72Q: 3 clusters Score -431781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -431781.656250 Penalty: 808.638062
	Iteration 73Q: 3 clusters Score -431781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -431782.218750 Penalty: 808.638062
	Iteration 74Q: 3 clusters Score -431782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -431781.937500 Penalty: 808.638062
	Iteration 75Q: 3 clusters Score -431781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -431782.625000 Penalty: 808.638062
	Iteration 76Q: 3 clusters Score -431782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -431783.218750 Penalty: 808.638062
	Iteration 77Q: 3 clusters Score -431783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -431783.562500 Penalty: 808.638062
	Iteration 78Q: 3 clusters Score -431783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -431783.468750 Penalty: 808.638062
	Iteration 79Q: 3 clusters Score -431783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -431785.343750 Penalty: 808.638062
	Iteration 80F: 3 clusters Score -431785.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -431785.468750 Penalty: 808.638062
	Iteration 81Q: 3 clusters Score -431785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -431787.468750 Penalty: 808.638062
	Iteration 82Q: 3 clusters Score -431787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -431787.937500 Penalty: 808.638062
	Iteration 83Q: 3 clusters Score -431787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -431788.187500 Penalty: 808.638062
	Iteration 84Q: 3 clusters Score -431788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -431788.718750 Penalty: 808.638062
	Iteration 85Q: 3 clusters Score -431788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -431788.843750 Penalty: 808.638062
	Iteration 86Q: 3 clusters Score -431788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -431788.718750 Penalty: 808.638062
	Iteration 87Q: 3 clusters Score -431788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -431789.156250 Penalty: 808.638062
	Iteration 88Q: 3 clusters Score -431789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -431789.468750 Penalty: 808.638062
	Iteration 89Q: 3 clusters Score -431789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -431789.781250 Penalty: 808.638062
	Iteration 90Q: 3 clusters Score -431789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -431790.250000 Penalty: 808.638062
	Iteration 91Q: 3 clusters Score -431790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -431790.468750 Penalty: 808.638062
	Iteration 92Q: 3 clusters Score -431790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -431790.093750 Penalty: 808.638062
	Iteration 93Q: 3 clusters Score -431790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -431790.093750 Penalty: 808.638062
	Iteration 94F: 3 clusters Score -431790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Entering Unmasked Estep 
Score: -3034279.500000 Penalty: 490.158203
	Iteration 0F: 2 clusters Score -3034280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3002293.250000 Penalty: 980.316406
	Iteration 0F: 3 clusters Score -3002293 nChanged 23043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3016926.250000 Penalty: 980.316406
	Iteration 1F: 3 clusters Score -3016926 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3017880.250000 Penalty: 980.316406
	Iteration 2Q: 3 clusters Score -3017880 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3019050.250000 Penalty: 980.316406
	Iteration 3Q: 3 clusters Score -3019050 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3020662.250000 Penalty: 980.316406
	Iteration 4F: 3 clusters Score -3020662 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3022646.250000 Penalty: 980.316406
	Iteration 5F: 3 clusters Score -3022646 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3024212.750000 Penalty: 980.316406
	Iteration 6F: 3 clusters Score -3024213 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3025013.500000 Penalty: 980.316406
	Iteration 7Q: 3 clusters Score -3025014 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3025250.000000 Penalty: 980.316406
	Iteration 8Q: 3 clusters Score -3025250 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3025316.250000 Penalty: 980.316406
	Iteration 9Q: 3 clusters Score -3025316 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3025353.750000 Penalty: 980.316406
	Iteration 10Q: 3 clusters Score -3025354 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3025402.500000 Penalty: 980.316406
	Iteration 11Q: 3 clusters Score -3025402 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3025434.250000 Penalty: 980.316406
	Iteration 12Q: 3 clusters Score -3025434 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3025484.000000 Penalty: 980.316406
	Iteration 13Q: 3 clusters Score -3025484 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3025526.750000 Penalty: 980.316406
	Iteration 14Q: 3 clusters Score -3025527 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3025576.500000 Penalty: 980.316406
	Iteration 15Q: 3 clusters Score -3025576 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3025606.000000 Penalty: 980.316406
	Iteration 16Q: 3 clusters Score -3025606 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3025642.000000 Penalty: 980.316406
	Iteration 17Q: 3 clusters Score -3025642 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3025674.750000 Penalty: 980.316406
	Iteration 18Q: 3 clusters Score -3025675 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3025732.250000 Penalty: 980.316406
	Iteration 19Q: 3 clusters Score -3025732 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3025791.750000 Penalty: 980.316406
	Iteration 20F: 3 clusters Score -3025792 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3025842.000000 Penalty: 980.316406
	Iteration 21Q: 3 clusters Score -3025842 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3025898.250000 Penalty: 980.316406
	Iteration 22Q: 3 clusters Score -3025898 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3025944.000000 Penalty: 980.316406
	Iteration 23Q: 3 clusters Score -3025944 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3026004.500000 Penalty: 980.316406
	Iteration 24Q: 3 clusters Score -3026004 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3026062.750000 Penalty: 980.316406
	Iteration 25Q: 3 clusters Score -3026063 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3026125.000000 Penalty: 980.316406
	Iteration 26Q: 3 clusters Score -3026125 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3026195.000000 Penalty: 980.316406
	Iteration 27Q: 3 clusters Score -3026195 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3026256.500000 Penalty: 980.316406
	Iteration 28Q: 3 clusters Score -3026256 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3026355.250000 Penalty: 980.316406
	Iteration 29Q: 3 clusters Score -3026355 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3026442.250000 Penalty: 980.316406
	Iteration 30Q: 3 clusters Score -3026442 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3026549.500000 Penalty: 980.316406
	Iteration 31Q: 3 clusters Score -3026550 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3026675.750000 Penalty: 980.316406
	Iteration 32Q: 3 clusters Score -3026676 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3026798.750000 Penalty: 980.316406
	Iteration 33Q: 3 clusters Score -3026799 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3026969.000000 Penalty: 980.316406
	Iteration 34Q: 3 clusters Score -3026969 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -3027091.500000 Penalty: 980.316406
	Iteration 35Q: 3 clusters Score -3027092 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3027266.250000 Penalty: 980.316406
	Iteration 36Q: 3 clusters Score -3027266 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3027470.000000 Penalty: 980.316406
	Iteration 37Q: 3 clusters Score -3027470 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3027691.500000 Penalty: 980.316406
	Iteration 38Q: 3 clusters Score -3027692 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3028003.000000 Penalty: 980.316406
	Iteration 39Q: 3 clusters Score -3028003 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -3028359.000000 Penalty: 980.316406
	Iteration 40F: 3 clusters Score -3028359 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -3028698.250000 Penalty: 980.316406
	Iteration 41Q: 3 clusters Score -3028698 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -3029069.250000 Penalty: 980.316406
	Iteration 42Q: 3 clusters Score -3029069 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -3029474.250000 Penalty: 980.316406
	Iteration 43Q: 3 clusters Score -3029474 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -3029907.750000 Penalty: 980.316406
	Iteration 44Q: 3 clusters Score -3029908 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -3030380.250000 Penalty: 980.316406
	Iteration 45Q: 3 clusters Score -3030380 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -3030892.250000 Penalty: 980.316406
	Iteration 46Q: 3 clusters Score -3030892 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -3031407.750000 Penalty: 980.316406
	Iteration 47Q: 3 clusters Score -3031408 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -3031882.500000 Penalty: 980.316406
	Iteration 48Q: 3 clusters Score -3031882 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -3032330.250000 Penalty: 980.316406
	Iteration 49Q: 3 clusters Score -3032330 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -3032746.000000 Penalty: 980.316406
	Iteration 50Q: 3 clusters Score -3032746 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -3033065.750000 Penalty: 980.316406
	Iteration 51Q: 3 clusters Score -3033066 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -3033324.750000 Penalty: 980.316406
	Iteration 52Q: 3 clusters Score -3033325 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -3033501.250000 Penalty: 980.316406
	Iteration 53Q: 3 clusters Score -3033501 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -3033617.500000 Penalty: 980.316406
	Iteration 54Q: 3 clusters Score -3033618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -3033708.750000 Penalty: 980.316406
	Iteration 55Q: 3 clusters Score -3033709 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -3033763.000000 Penalty: 980.316406
	Iteration 56Q: 3 clusters Score -3033763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -3033803.500000 Penalty: 980.316406
	Iteration 57Q: 3 clusters Score -3033804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -3033839.750000 Penalty: 980.316406
	Iteration 58Q: 3 clusters Score -3033840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -3033855.750000 Penalty: 980.316406
	Iteration 59Q: 3 clusters Score -3033856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -3033861.500000 Penalty: 980.316406
	Iteration 60F: 3 clusters Score -3033862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -3033863.250000 Penalty: 980.316406
	Iteration 61Q: 3 clusters Score -3033863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -3033866.750000 Penalty: 980.316406
	Iteration 62Q: 3 clusters Score -3033867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -3033864.750000 Penalty: 980.316406
	Iteration 63Q: 3 clusters Score -3033865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -3033866.750000 Penalty: 980.316406
	Iteration 64Q: 3 clusters Score -3033867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -3033861.750000 Penalty: 980.316406
	Iteration 65Q: 3 clusters Score -3033862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -3033867.750000 Penalty: 980.316406
	Iteration 66Q: 3 clusters Score -3033868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -3033866.250000 Penalty: 980.316406
	Iteration 67Q: 3 clusters Score -3033866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -3033870.750000 Penalty: 980.316406
	Iteration 68Q: 3 clusters Score -3033871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -3033876.000000 Penalty: 980.316406
	Iteration 69Q: 3 clusters Score -3033876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -3033874.500000 Penalty: 980.316406
	Iteration 70Q: 3 clusters Score -3033874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -3033874.500000 Penalty: 980.316406
	Iteration 71F: 3 clusters Score -3033874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -109044.601562 Penalty: 338.819611
	Iteration 0F: 2 clusters Score -109044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -107813.054688 Penalty: 677.639221
	Iteration 0F: 3 clusters Score -107813.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -108182.617188 Penalty: 677.639221
	Iteration 1F: 3 clusters Score -108182.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -108252.765625 Penalty: 677.639221
	Iteration 2F: 3 clusters Score -108252.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -108312.656250 Penalty: 677.639221
	Iteration 3F: 3 clusters Score -108312.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -108342.281250 Penalty: 677.639221
	Iteration 4Q: 3 clusters Score -108342.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -108374.796875 Penalty: 677.639221
	Iteration 5Q: 3 clusters Score -108374.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -108414.554688 Penalty: 677.639221
	Iteration 6Q: 3 clusters Score -108414.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -108447.734375 Penalty: 677.639221
	Iteration 7Q: 3 clusters Score -108447.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -108479.570312 Penalty: 677.639221
	Iteration 8Q: 3 clusters Score -108479.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -108507.085938 Penalty: 677.639221
	Iteration 9Q: 3 clusters Score -108507.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -108525.976562 Penalty: 677.639221
	Iteration 10Q: 3 clusters Score -108526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -108543.914062 Penalty: 677.639221
	Iteration 11Q: 3 clusters Score -108543.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -108555.046875 Penalty: 677.639221
	Iteration 12Q: 3 clusters Score -108555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -108567.164062 Penalty: 677.639221
	Iteration 13Q: 3 clusters Score -108567.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108581.437500 Penalty: 677.639221
	Iteration 14Q: 3 clusters Score -108581.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108588.429688 Penalty: 677.639221
	Iteration 15Q: 3 clusters Score -108588.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108593.640625 Penalty: 677.639221
	Iteration 16Q: 3 clusters Score -108593.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -108600.273438 Penalty: 677.639221
	Iteration 17Q: 3 clusters Score -108600.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108607.328125 Penalty: 677.639221
	Iteration 18Q: 3 clusters Score -108607.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108616.585938 Penalty: 677.639221
	Iteration 19Q: 3 clusters Score -108616.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108623.023438 Penalty: 677.639221
	Iteration 20F: 3 clusters Score -108623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108631.718750 Penalty: 677.639221
	Iteration 21Q: 3 clusters Score -108631.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108639.898438 Penalty: 677.639221
	Iteration 22Q: 3 clusters Score -108639.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108645.781250 Penalty: 677.639221
	Iteration 23Q: 3 clusters Score -108645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108651.304688 Penalty: 677.639221
	Iteration 24Q: 3 clusters Score -108651.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108655.679688 Penalty: 677.639221
	Iteration 25Q: 3 clusters Score -108655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -108661.648438 Penalty: 677.639221
	Iteration 26Q: 3 clusters Score -108661.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108666.906250 Penalty: 677.639221
	Iteration 27Q: 3 clusters Score -108666.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108670.242188 Penalty: 677.639221
	Iteration 28Q: 3 clusters Score -108670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108672.921875 Penalty: 677.639221
	Iteration 29Q: 3 clusters Score -108672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108675.898438 Penalty: 677.639221
	Iteration 30Q: 3 clusters Score -108675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108679.250000 Penalty: 677.639221
	Iteration 31Q: 3 clusters Score -108679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108680.875000 Penalty: 677.639221
	Iteration 32Q: 3 clusters Score -108680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108682.945312 Penalty: 677.639221
	Iteration 33Q: 3 clusters Score -108682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108685.414062 Penalty: 677.639221
	Iteration 34Q: 3 clusters Score -108685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108688.031250 Penalty: 677.639221
	Iteration 35Q: 3 clusters Score -108688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108690.984375 Penalty: 677.639221
	Iteration 36Q: 3 clusters Score -108691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108694.078125 Penalty: 677.639221
	Iteration 37Q: 3 clusters Score -108694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108696.320312 Penalty: 677.639221
	Iteration 38Q: 3 clusters Score -108696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108699.492188 Penalty: 677.639221
	Iteration 39Q: 3 clusters Score -108699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108701.781250 Penalty: 677.639221
	Iteration 40F: 3 clusters Score -108701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108705.312500 Penalty: 677.639221
	Iteration 41Q: 3 clusters Score -108705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108708.242188 Penalty: 677.639221
	Iteration 42Q: 3 clusters Score -108708.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108710.343750 Penalty: 677.639221
	Iteration 43Q: 3 clusters Score -108710.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -108712.070312 Penalty: 677.639221
	Iteration 44Q: 3 clusters Score -108712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108712.851562 Penalty: 677.639221
	Iteration 45Q: 3 clusters Score -108712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108713.726562 Penalty: 677.639221
	Iteration 46Q: 3 clusters Score -108713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108714.226562 Penalty: 677.639221
	Iteration 47Q: 3 clusters Score -108714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108714.523438 Penalty: 677.639221
	Iteration 48Q: 3 clusters Score -108714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108716.296875 Penalty: 677.639221
	Iteration 49Q: 3 clusters Score -108716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108720.562500 Penalty: 677.639221
	Iteration 50Q: 3 clusters Score -108720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -108724.085938 Penalty: 677.639221
	Iteration 51Q: 3 clusters Score -108724.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108728.703125 Penalty: 677.639221
	Iteration 52Q: 3 clusters Score -108728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108732.945312 Penalty: 677.639221
	Iteration 53Q: 3 clusters Score -108732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108737.445312 Penalty: 677.639221
	Iteration 54Q: 3 clusters Score -108737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -108741.539062 Penalty: 677.639221
	Iteration 55Q: 3 clusters Score -108741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108745.242188 Penalty: 677.639221
	Iteration 56Q: 3 clusters Score -108745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -108747.812500 Penalty: 677.639221
	Iteration 57Q: 3 clusters Score -108747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -108749.210938 Penalty: 677.639221
	Iteration 58Q: 3 clusters Score -108749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108749.976562 Penalty: 677.639221
	Iteration 59Q: 3 clusters Score -108750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -108750.960938 Penalty: 677.639221
	Iteration 60F: 3 clusters Score -108751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -108751.093750 Penalty: 677.639221
	Iteration 61Q: 3 clusters Score -108751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -108751.093750 Penalty: 677.639221
	Iteration 62F: 3 clusters Score -108751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Entering Unmasked Estep 
Score: -738053.312500 Penalty: 426.183044
	Iteration 0F: 2 clusters Score -738053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -730296.375000 Penalty: 852.366089
	Iteration 0F: 3 clusters Score -730296.4 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -733351.875000 Penalty: 852.366089
	Iteration 1F: 3 clusters Score -733351.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -733568.062500 Penalty: 852.366089
	Iteration 2Q: 3 clusters Score -733568.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -733925.812500 Penalty: 852.366089
	Iteration 3F: 3 clusters Score -733925.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -734478.812500 Penalty: 852.366089
	Iteration 4F: 3 clusters Score -734478.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -735158.187500 Penalty: 852.366089
	Iteration 5F: 3 clusters Score -735158.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -735906.312500 Penalty: 852.366089
	Iteration 6F: 3 clusters Score -735906.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -736630.250000 Penalty: 852.366089
	Iteration 7F: 3 clusters Score -736630.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -737108.500000 Penalty: 852.366089
	Iteration 8Q: 3 clusters Score -737108.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -737441.000000 Penalty: 852.366089
	Iteration 9Q: 3 clusters Score -737441 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -737668.625000 Penalty: 852.366089
	Iteration 10Q: 3 clusters Score -737668.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -737792.500000 Penalty: 852.366089
	Iteration 11Q: 3 clusters Score -737792.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -737857.375000 Penalty: 852.366089
	Iteration 12Q: 3 clusters Score -737857.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -737888.187500 Penalty: 852.366089
	Iteration 13Q: 3 clusters Score -737888.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -737903.687500 Penalty: 852.366089
	Iteration 14Q: 3 clusters Score -737903.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -737909.125000 Penalty: 852.366089
	Iteration 15Q: 3 clusters Score -737909.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -737915.062500 Penalty: 852.366089
	Iteration 16Q: 3 clusters Score -737915.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -737917.562500 Penalty: 852.366089
	Iteration 17Q: 3 clusters Score -737917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -737920.937500 Penalty: 852.366089
	Iteration 18Q: 3 clusters Score -737920.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -737921.375000 Penalty: 852.366089
	Iteration 19Q: 3 clusters Score -737921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -737921.250000 Penalty: 852.366089
	Iteration 20F: 3 clusters Score -737921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -737925.937500 Penalty: 852.366089
	Iteration 21Q: 3 clusters Score -737925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -737926.312500 Penalty: 852.366089
	Iteration 22Q: 3 clusters Score -737926.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -737927.625000 Penalty: 852.366089
	Iteration 23Q: 3 clusters Score -737927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -737930.625000 Penalty: 852.366089
	Iteration 24Q: 3 clusters Score -737930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -737934.187500 Penalty: 852.366089
	Iteration 25Q: 3 clusters Score -737934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -737933.687500 Penalty: 852.366089
	Iteration 26Q: 3 clusters Score -737933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -737935.125000 Penalty: 852.366089
	Iteration 27Q: 3 clusters Score -737935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -737936.187500 Penalty: 852.366089
	Iteration 28Q: 3 clusters Score -737936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -737936.000000 Penalty: 852.366089
	Iteration 29Q: 3 clusters Score -737936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -737936.875000 Penalty: 852.366089
	Iteration 30Q: 3 clusters Score -737936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -737937.937500 Penalty: 852.366089
	Iteration 31Q: 3 clusters Score -737937.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -737939.687500 Penalty: 852.366089
	Iteration 32Q: 3 clusters Score -737939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -737940.187500 Penalty: 852.366089
	Iteration 33Q: 3 clusters Score -737940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -737940.937500 Penalty: 852.366089
	Iteration 34Q: 3 clusters Score -737940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -737941.437500 Penalty: 852.366089
	Iteration 35Q: 3 clusters Score -737941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -737941.812500 Penalty: 852.366089
	Iteration 36Q: 3 clusters Score -737941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -737941.812500 Penalty: 852.366089
	Iteration 37F: 3 clusters Score -737941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4472.167969 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4472.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4296.565430 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4296.565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4378.887207 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4378.887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4391.756348 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4391.756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4405.905273 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4405.905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4411.930664 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4411.931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4429.006836 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -4429.007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4433.462891 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -4433.463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4434.350098 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -4434.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4434.350098 Penalty: 438.645630
	Iteration 8F: 3 clusters Score -4434.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -46626.890625 Penalty: 305.162231
	Iteration 0F: 2 clusters Score -46626.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -45953.972656 Penalty: 610.324463
	Iteration 0F: 3 clusters Score -45953.97 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46178.953125 Penalty: 610.324463
	Iteration 1F: 3 clusters Score -46178.95 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46295.160156 Penalty: 610.324463
	Iteration 2F: 3 clusters Score -46295.16 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -46403.097656 Penalty: 610.324463
	Iteration 3F: 3 clusters Score -46403.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -46469.007812 Penalty: 610.324463
	Iteration 4F: 3 clusters Score -46469.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -46504.199219 Penalty: 610.324463
	Iteration 5Q: 3 clusters Score -46504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -46519.929688 Penalty: 610.324463
	Iteration 6Q: 3 clusters Score -46519.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -46526.097656 Penalty: 610.324463
	Iteration 7Q: 3 clusters Score -46526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -46527.527344 Penalty: 610.324463
	Iteration 8Q: 3 clusters Score -46527.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46527.890625 Penalty: 610.324463
	Iteration 9Q: 3 clusters Score -46527.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -46528.066406 Penalty: 610.324463
	Iteration 10Q: 3 clusters Score -46528.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -46528.066406 Penalty: 610.324463
	Iteration 11F: 3 clusters Score -46528.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -188375.656250 Penalty: 362.605774
	Iteration 0F: 2 clusters Score -188375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -186368.640625 Penalty: 725.211548
	Iteration 0F: 3 clusters Score -186368.6 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -187105.609375 Penalty: 725.211548
	Iteration 1F: 3 clusters Score -187105.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -187238.640625 Penalty: 725.211548
	Iteration 2F: 3 clusters Score -187238.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -187358.921875 Penalty: 725.211548
	Iteration 3F: 3 clusters Score -187358.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -187494.546875 Penalty: 725.211548
	Iteration 4F: 3 clusters Score -187494.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -187642.093750 Penalty: 725.211548
	Iteration 5F: 3 clusters Score -187642.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -187792.812500 Penalty: 725.211548
	Iteration 6F: 3 clusters Score -187792.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187914.687500 Penalty: 725.211548
	Iteration 7Q: 3 clusters Score -187914.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187992.718750 Penalty: 725.211548
	Iteration 8Q: 3 clusters Score -187992.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188027.343750 Penalty: 725.211548
	Iteration 9Q: 3 clusters Score -188027.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188055.343750 Penalty: 725.211548
	Iteration 10Q: 3 clusters Score -188055.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188070.046875 Penalty: 725.211548
	Iteration 11Q: 3 clusters Score -188070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -188077.296875 Penalty: 725.211548
	Iteration 12Q: 3 clusters Score -188077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -188086.265625 Penalty: 725.211548
	Iteration 13Q: 3 clusters Score -188086.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188092.437500 Penalty: 725.211548
	Iteration 14Q: 3 clusters Score -188092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -188097.765625 Penalty: 725.211548
	Iteration 15Q: 3 clusters Score -188097.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -188104.046875 Penalty: 725.211548
	Iteration 16Q: 3 clusters Score -188104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -188108.875000 Penalty: 725.211548
	Iteration 17Q: 3 clusters Score -188108.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -188115.187500 Penalty: 725.211548
	Iteration 18Q: 3 clusters Score -188115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188122.828125 Penalty: 725.211548
	Iteration 19Q: 3 clusters Score -188122.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188137.625000 Penalty: 725.211548
	Iteration 20F: 3 clusters Score -188137.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -188154.609375 Penalty: 725.211548
	Iteration 21Q: 3 clusters Score -188154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -188173.890625 Penalty: 725.211548
	Iteration 22Q: 3 clusters Score -188173.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -188191.828125 Penalty: 725.211548
	Iteration 23Q: 3 clusters Score -188191.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -188203.234375 Penalty: 725.211548
	Iteration 24Q: 3 clusters Score -188203.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -188217.484375 Penalty: 725.211548
	Iteration 25Q: 3 clusters Score -188217.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -188227.140625 Penalty: 725.211548
	Iteration 26Q: 3 clusters Score -188227.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -188233.218750 Penalty: 725.211548
	Iteration 27Q: 3 clusters Score -188233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -188240.046875 Penalty: 725.211548
	Iteration 28Q: 3 clusters Score -188240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -188244.750000 Penalty: 725.211548
	Iteration 29Q: 3 clusters Score -188244.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -188253.250000 Penalty: 725.211548
	Iteration 30Q: 3 clusters Score -188253.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -188265.328125 Penalty: 725.211548
	Iteration 31Q: 3 clusters Score -188265.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -188274.203125 Penalty: 725.211548
	Iteration 32Q: 3 clusters Score -188274.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -188278.687500 Penalty: 725.211548
	Iteration 33Q: 3 clusters Score -188278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -188281.484375 Penalty: 725.211548
	Iteration 34Q: 3 clusters Score -188281.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -188285.125000 Penalty: 725.211548
	Iteration 35Q: 3 clusters Score -188285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -188285.812500 Penalty: 725.211548
	Iteration 36Q: 3 clusters Score -188285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -188288.640625 Penalty: 725.211548
	Iteration 37Q: 3 clusters Score -188288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -188290.984375 Penalty: 725.211548
	Iteration 38Q: 3 clusters Score -188291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -188294.140625 Penalty: 725.211548
	Iteration 39Q: 3 clusters Score -188294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -188296.859375 Penalty: 725.211548
	Iteration 40F: 3 clusters Score -188296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -188299.250000 Penalty: 725.211548
	Iteration 41Q: 3 clusters Score -188299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -188300.734375 Penalty: 725.211548
	Iteration 42Q: 3 clusters Score -188300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -188302.015625 Penalty: 725.211548
	Iteration 43Q: 3 clusters Score -188302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -188302.437500 Penalty: 725.211548
	Iteration 44Q: 3 clusters Score -188302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -188302.437500 Penalty: 725.211548
	Iteration 45F: 3 clusters Score -188302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (38641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Entering Unmasked Estep 
Score: -2441675.750000 Penalty: 480.574127
	Iteration 0F: 2 clusters Score -2441676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2415724.500000 Penalty: 961.148254
	Iteration 0F: 3 clusters Score -2415724 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2426917.750000 Penalty: 961.148254
	Iteration 1F: 3 clusters Score -2426918 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2427543.000000 Penalty: 961.148254
	Iteration 2Q: 3 clusters Score -2427543 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2428415.750000 Penalty: 961.148254
	Iteration 3F: 3 clusters Score -2428416 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2429689.500000 Penalty: 961.148254
	Iteration 4F: 3 clusters Score -2429690 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -2431770.250000 Penalty: 961.148254
	Iteration 5F: 3 clusters Score -2431770 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -2434160.250000 Penalty: 961.148254
	Iteration 6F: 3 clusters Score -2434160 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -2435884.750000 Penalty: 961.148254
	Iteration 7F: 3 clusters Score -2435885 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -2436653.000000 Penalty: 961.148254
	Iteration 8Q: 3 clusters Score -2436653 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -2437092.000000 Penalty: 961.148254
	Iteration 9Q: 3 clusters Score -2437092 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -2437419.750000 Penalty: 961.148254
	Iteration 10Q: 3 clusters Score -2437420 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -2437758.250000 Penalty: 961.148254
	Iteration 11Q: 3 clusters Score -2437758 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -2438129.500000 Penalty: 961.148254
	Iteration 12Q: 3 clusters Score -2438130 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -2438458.250000 Penalty: 961.148254
	Iteration 13Q: 3 clusters Score -2438458 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -2438770.750000 Penalty: 961.148254
	Iteration 14Q: 3 clusters Score -2438771 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -2439080.000000 Penalty: 961.148254
	Iteration 15Q: 3 clusters Score -2439080 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -2439379.000000 Penalty: 961.148254
	Iteration 16Q: 3 clusters Score -2439379 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -2439680.000000 Penalty: 961.148254
	Iteration 17Q: 3 clusters Score -2439680 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -2439960.750000 Penalty: 961.148254
	Iteration 18Q: 3 clusters Score -2439961 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -2440183.750000 Penalty: 961.148254
	Iteration 19Q: 3 clusters Score -2440184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -2440372.000000 Penalty: 961.148254
	Iteration 20F: 3 clusters Score -2440372 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -2440539.000000 Penalty: 961.148254
	Iteration 21Q: 3 clusters Score -2440539 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -2440687.000000 Penalty: 961.148254
	Iteration 22Q: 3 clusters Score -2440687 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -2440808.750000 Penalty: 961.148254
	Iteration 23Q: 3 clusters Score -2440809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -2440899.000000 Penalty: 961.148254
	Iteration 24Q: 3 clusters Score -2440899 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -2440978.250000 Penalty: 961.148254
	Iteration 25Q: 3 clusters Score -2440978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -2441047.750000 Penalty: 961.148254
	Iteration 26Q: 3 clusters Score -2441048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -2441109.500000 Penalty: 961.148254
	Iteration 27Q: 3 clusters Score -2441110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -2441157.500000 Penalty: 961.148254
	Iteration 28Q: 3 clusters Score -2441158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -2441179.750000 Penalty: 961.148254
	Iteration 29Q: 3 clusters Score -2441180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -2441195.250000 Penalty: 961.148254
	Iteration 30Q: 3 clusters Score -2441195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -2441205.250000 Penalty: 961.148254
	Iteration 31Q: 3 clusters Score -2441205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -2441212.250000 Penalty: 961.148254
	Iteration 32Q: 3 clusters Score -2441212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -2441213.500000 Penalty: 961.148254
	Iteration 33Q: 3 clusters Score -2441214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -2441217.500000 Penalty: 961.148254
	Iteration 34Q: 3 clusters Score -2441218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -2441220.500000 Penalty: 961.148254
	Iteration 35Q: 3 clusters Score -2441220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -2441228.250000 Penalty: 961.148254
	Iteration 36Q: 3 clusters Score -2441228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -2441233.750000 Penalty: 961.148254
	Iteration 37Q: 3 clusters Score -2441234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -2441242.250000 Penalty: 961.148254
	Iteration 38Q: 3 clusters Score -2441242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -2441246.500000 Penalty: 961.148254
	Iteration 39Q: 3 clusters Score -2441246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -2441248.000000 Penalty: 961.148254
	Iteration 40F: 3 clusters Score -2441248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -2441249.500000 Penalty: 961.148254
	Iteration 41Q: 3 clusters Score -2441250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -2441248.000000 Penalty: 961.148254
	Iteration 42Q: 3 clusters Score -2441248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -2441249.500000 Penalty: 961.148254
	Iteration 43Q: 3 clusters Score -2441250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -2441252.250000 Penalty: 961.148254
	Iteration 44Q: 3 clusters Score -2441252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -2441252.250000 Penalty: 961.148254
	Iteration 45F: 3 clusters Score -2441252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (89182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Entering Unmasked Estep 
Score: -5542973.000000 Penalty: 518.628784
	Iteration 0F: 2 clusters Score -5542973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -5490662.500000 Penalty: 1037.257568
	Iteration 0F: 3 clusters Score -5490662 nChanged 43495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -5517483.000000 Penalty: 1037.257568
	Iteration 1F: 3 clusters Score -5517483 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -5519132.500000 Penalty: 1037.257568
	Iteration 2Q: 3 clusters Score -5519132 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -5521676.000000 Penalty: 1037.257568
	Iteration 3F: 3 clusters Score -5521676 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -5525745.500000 Penalty: 1037.257568
	Iteration 4F: 3 clusters Score -5525746 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -5531189.500000 Penalty: 1037.257568
	Iteration 5F: 3 clusters Score -5531190 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -5535332.000000 Penalty: 1037.257568
	Iteration 6F: 3 clusters Score -5535332 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5537064.000000 Penalty: 1037.257568
	Iteration 7Q: 3 clusters Score -5537064 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5537552.500000 Penalty: 1037.257568
	Iteration 8Q: 3 clusters Score -5537552 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -5537955.000000 Penalty: 1037.257568
	Iteration 9Q: 3 clusters Score -5537955 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5538300.000000 Penalty: 1037.257568
	Iteration 10Q: 3 clusters Score -5538300 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -5538689.500000 Penalty: 1037.257568
	Iteration 11Q: 3 clusters Score -5538690 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5539079.500000 Penalty: 1037.257568
	Iteration 12Q: 3 clusters Score -5539080 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5539502.500000 Penalty: 1037.257568
	Iteration 13Q: 3 clusters Score -5539502 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5539879.500000 Penalty: 1037.257568
	Iteration 14Q: 3 clusters Score -5539880 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5540244.500000 Penalty: 1037.257568
	Iteration 15Q: 3 clusters Score -5540244 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5540542.500000 Penalty: 1037.257568
	Iteration 16Q: 3 clusters Score -5540542 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5540902.000000 Penalty: 1037.257568
	Iteration 17Q: 3 clusters Score -5540902 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -5541296.000000 Penalty: 1037.257568
	Iteration 18Q: 3 clusters Score -5541296 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5541619.500000 Penalty: 1037.257568
	Iteration 19Q: 3 clusters Score -5541620 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5541936.500000 Penalty: 1037.257568
	Iteration 20F: 3 clusters Score -5541936 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -5542148.000000 Penalty: 1037.257568
	Iteration 21Q: 3 clusters Score -5542148 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5542413.000000 Penalty: 1037.257568
	Iteration 22Q: 3 clusters Score -5542413 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5542593.000000 Penalty: 1037.257568
	Iteration 23Q: 3 clusters Score -5542593 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5542722.000000 Penalty: 1037.257568
	Iteration 24Q: 3 clusters Score -5542722 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5542849.000000 Penalty: 1037.257568
	Iteration 25Q: 3 clusters Score -5542849 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5542965.500000 Penalty: 1037.257568
	Iteration 26Q: 3 clusters Score -5542966 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5543046.500000 Penalty: 1037.257568
	Iteration 27Q: 3 clusters Score -5543046 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5543101.500000 Penalty: 1037.257568
	Iteration 28Q: 3 clusters Score -5543102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5543154.000000 Penalty: 1037.257568
	Iteration 29Q: 3 clusters Score -5543154 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5543199.000000 Penalty: 1037.257568
	Iteration 30Q: 3 clusters Score -5543199 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5543252 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5543320 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5543350 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5543385 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5543402 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5543441 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5543483 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5543503 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5543550 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5543601 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5543626 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5543681 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5543717 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5543740 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5543784 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5543810 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5543812 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5543818 nChanged 319
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5543879 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5543941 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5543978 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5544017 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5544037 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5544094 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5544150 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5544197 nChanged 363
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Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5544239 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5544317.500000 Penalty: 1037.257568
	Iteration 58Q: 3 clusters Score -5544318 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5544364.500000 Penalty: 1037.257568
	Iteration 59Q: 3 clusters Score -5544364 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5544410.500000 Penalty: 1037.257568
	Iteration 60F: 3 clusters Score -5544410 nChanged 451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5544458 nChanged 450
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Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5544541 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5544638 nChanged 489
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Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5544718 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5544779 nChanged 440
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5544862 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5544968 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5545022 nChanged 497
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Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5545126 nChanged 451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5545208 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5545282 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5545354 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5545450 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5545564 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5545634 nChanged 559
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Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5545760 nChanged 593
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5545866 nChanged 580
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5546014 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5546140 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5546278 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5546452 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5546592 nChanged 710
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5546783 nChanged 708
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Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5547069 nChanged 843
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Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5547325 nChanged 929
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Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5547462 nChanged 962
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Mstep: Class 1 contains 76881 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5547531 nChanged 936
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Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 11365 members 
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	Iteration 88Q: 3 clusters Score -5547458 nChanged 902
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Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5547364 nChanged 835
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Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5547146 nChanged 837
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Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5546898 nChanged 756
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Mstep: Class 1 contains 81141 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5546600 nChanged 684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81825 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5546272 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5545884 nChanged 580
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Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5545669 nChanged 524
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Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5545400 nChanged 490
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Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5545028 nChanged 430
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Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5544824 nChanged 391
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Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5544634 nChanged 321
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Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5544492 nChanged 332
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Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5544367 nChanged 312
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Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5544228 nChanged 289
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Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5544128 nChanged 251
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Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5544008 nChanged 232
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Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5544008 nChanged 220
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Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5543897 nChanged 203
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Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5543807 nChanged 190
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Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5543698 nChanged 164
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Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5543633 nChanged 147
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Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5543554 nChanged 150
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Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5543544 nChanged 138
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Mstep: Class 1 contains 87802 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5543500 nChanged 120
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Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5543448 nChanged 85
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Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 1177 members 
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	Iteration 114Q: 3 clusters Score -5543399 nChanged 61
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Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5543332 nChanged 59
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Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5543285 nChanged 37
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Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5543264 nChanged 36
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Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5543233 nChanged 40
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Mstep: Class 1 contains 88234 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5543202 nChanged 36
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Mstep: Class 1 contains 88268 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5543166 nChanged 32
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Mstep: Class 1 contains 88300 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5543122 nChanged 33
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5543102 nChanged 34
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Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5543063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5543030.000000 Penalty: 1037.257568
	Iteration 124Q: 3 clusters Score -5543030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5543019.000000 Penalty: 1037.257568
	Iteration 125Q: 3 clusters Score -5543019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5543017.500000 Penalty: 1037.257568
	Iteration 126Q: 3 clusters Score -5543018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5543001.000000 Penalty: 1037.257568
	Iteration 127Q: 3 clusters Score -5543001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5542994.500000 Penalty: 1037.257568
	Iteration 128Q: 3 clusters Score -5542994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5542980.000000 Penalty: 1037.257568
	Iteration 129Q: 3 clusters Score -5542980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5542978.500000 Penalty: 1037.257568
	Iteration 130Q: 3 clusters Score -5542978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5542961.500000 Penalty: 1037.257568
	Iteration 131Q: 3 clusters Score -5542962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5542968.500000 Penalty: 1037.257568
	Iteration 132Q: 3 clusters Score -5542968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5542964.000000 Penalty: 1037.257568
	Iteration 133Q: 3 clusters Score -5542964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5542966.000000 Penalty: 1037.257568
	Iteration 134Q: 3 clusters Score -5542966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5542968.500000 Penalty: 1037.257568
	Iteration 135Q: 3 clusters Score -5542968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5542966.500000 Penalty: 1037.257568
	Iteration 136Q: 3 clusters Score -5542966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5542955.000000 Penalty: 1037.257568
	Iteration 137Q: 3 clusters Score -5542955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5542948.500000 Penalty: 1037.257568
	Iteration 138Q: 3 clusters Score -5542948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5542932.500000 Penalty: 1037.257568
	Iteration 139Q: 3 clusters Score -5542932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5542910.500000 Penalty: 1037.257568
	Iteration 140F: 3 clusters Score -5542910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5542927.500000 Penalty: 1037.257568
	Iteration 141Q: 3 clusters Score -5542928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5542910.000000 Penalty: 1037.257568
	Iteration 142Q: 3 clusters Score -5542910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5542913.000000 Penalty: 1037.257568
	Iteration 143Q: 3 clusters Score -5542913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5542908.500000 Penalty: 1037.257568
	Iteration 144Q: 3 clusters Score -5542908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5542898.000000 Penalty: 1037.257568
	Iteration 145Q: 3 clusters Score -5542898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5542884.500000 Penalty: 1037.257568
	Iteration 146Q: 3 clusters Score -5542884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5542891.000000 Penalty: 1037.257568
	Iteration 147Q: 3 clusters Score -5542891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5542882.000000 Penalty: 1037.257568
	Iteration 148Q: 3 clusters Score -5542882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5542891.000000 Penalty: 1037.257568
	Iteration 149Q: 3 clusters Score -5542891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5542884.000000 Penalty: 1037.257568
	Iteration 150Q: 3 clusters Score -5542884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5542884.000000 Penalty: 1037.257568
	Iteration 151F: 3 clusters Score -5542884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (44107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Entering Unmasked Estep 
Score: -2879130.000000 Penalty: 486.594025
	Iteration 0F: 2 clusters Score -2879130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2850422.500000 Penalty: 973.188049
	Iteration 0F: 3 clusters Score -2850422 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2863276.250000 Penalty: 973.188049
	Iteration 1F: 3 clusters Score -2863276 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2863561.500000 Penalty: 973.188049
	Iteration 2Q: 3 clusters Score -2863562 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2863806.000000 Penalty: 973.188049
	Iteration 3Q: 3 clusters Score -2863806 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2864083.000000 Penalty: 973.188049
	Iteration 4Q: 3 clusters Score -2864083 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2864346.750000 Penalty: 973.188049
	Iteration 5Q: 3 clusters Score -2864347 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2864658.500000 Penalty: 973.188049
	Iteration 6Q: 3 clusters Score -2864658 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2865029.250000 Penalty: 973.188049
	Iteration 7Q: 3 clusters Score -2865029 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2865557.250000 Penalty: 973.188049
	Iteration 8Q: 3 clusters Score -2865557 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2866502.000000 Penalty: 973.188049
	Iteration 9Q: 3 clusters Score -2866502 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2868209.750000 Penalty: 973.188049
	Iteration 10Q: 3 clusters Score -2868210 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2870357.750000 Penalty: 973.188049
	Iteration 11F: 3 clusters Score -2870358 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -2872041.250000 Penalty: 973.188049
	Iteration 12F: 3 clusters Score -2872041 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -2872877.750000 Penalty: 973.188049
	Iteration 13Q: 3 clusters Score -2872878 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -2873302.750000 Penalty: 973.188049
	Iteration 14Q: 3 clusters Score -2873303 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -2873637.000000 Penalty: 973.188049
	Iteration 15Q: 3 clusters Score -2873637 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -2873945.750000 Penalty: 973.188049
	Iteration 16Q: 3 clusters Score -2873946 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -2874239.750000 Penalty: 973.188049
	Iteration 17Q: 3 clusters Score -2874240 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -2874563.750000 Penalty: 973.188049
	Iteration 18Q: 3 clusters Score -2874564 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -2874893.500000 Penalty: 973.188049
	Iteration 19Q: 3 clusters Score -2874894 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -2875237.000000 Penalty: 973.188049
	Iteration 20F: 3 clusters Score -2875237 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -2875581.500000 Penalty: 973.188049
	Iteration 21Q: 3 clusters Score -2875582 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -2875893.250000 Penalty: 973.188049
	Iteration 22Q: 3 clusters Score -2875893 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -2876224.750000 Penalty: 973.188049
	Iteration 23Q: 3 clusters Score -2876225 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -2876551.750000 Penalty: 973.188049
	Iteration 24Q: 3 clusters Score -2876552 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -2876971.250000 Penalty: 973.188049
	Iteration 25Q: 3 clusters Score -2876971 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -2877344.000000 Penalty: 973.188049
	Iteration 26Q: 3 clusters Score -2877344 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -2877702.250000 Penalty: 973.188049
	Iteration 27Q: 3 clusters Score -2877702 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -2877989.250000 Penalty: 973.188049
	Iteration 28Q: 3 clusters Score -2877989 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -2878198.500000 Penalty: 973.188049
	Iteration 29Q: 3 clusters Score -2878198 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -2878354.250000 Penalty: 973.188049
	Iteration 30Q: 3 clusters Score -2878354 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -2878479.500000 Penalty: 973.188049
	Iteration 31Q: 3 clusters Score -2878480 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -2878562.500000 Penalty: 973.188049
	Iteration 32Q: 3 clusters Score -2878562 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -2878616.250000 Penalty: 973.188049
	Iteration 33Q: 3 clusters Score -2878616 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -2878662.250000 Penalty: 973.188049
	Iteration 34Q: 3 clusters Score -2878662 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -2878684.500000 Penalty: 973.188049
	Iteration 35Q: 3 clusters Score -2878684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -2878727.500000 Penalty: 973.188049
	Iteration 36Q: 3 clusters Score -2878728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -2878734.250000 Penalty: 973.188049
	Iteration 37Q: 3 clusters Score -2878734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -2878736.000000 Penalty: 973.188049
	Iteration 38Q: 3 clusters Score -2878736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -2878731.250000 Penalty: 973.188049
	Iteration 39Q: 3 clusters Score -2878731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -2878746.250000 Penalty: 973.188049
	Iteration 40F: 3 clusters Score -2878746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -2878751.500000 Penalty: 973.188049
	Iteration 41Q: 3 clusters Score -2878752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -2878760.250000 Penalty: 973.188049
	Iteration 42Q: 3 clusters Score -2878760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -2878761.000000 Penalty: 973.188049
	Iteration 43Q: 3 clusters Score -2878761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -2878755.000000 Penalty: 973.188049
	Iteration 44Q: 3 clusters Score -2878755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -2878754.750000 Penalty: 973.188049
	Iteration 45Q: 3 clusters Score -2878755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -2878756.500000 Penalty: 973.188049
	Iteration 46Q: 3 clusters Score -2878756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -2878758.500000 Penalty: 973.188049
	Iteration 47Q: 3 clusters Score -2878758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -2878756.750000 Penalty: 973.188049
	Iteration 48Q: 3 clusters Score -2878757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -2878758.500000 Penalty: 973.188049
	Iteration 49Q: 3 clusters Score -2878758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -2878758.250000 Penalty: 973.188049
	Iteration 50Q: 3 clusters Score -2878758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -2878761.000000 Penalty: 973.188049
	Iteration 51Q: 3 clusters Score -2878761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -2878761.750000 Penalty: 973.188049
	Iteration 52Q: 3 clusters Score -2878762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -2878762.250000 Penalty: 973.188049
	Iteration 53Q: 3 clusters Score -2878762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -2878762.750000 Penalty: 973.188049
	Iteration 54Q: 3 clusters Score -2878763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -2878765.750000 Penalty: 973.188049
	Iteration 55Q: 3 clusters Score -2878766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -2878767.750000 Penalty: 973.188049
	Iteration 56Q: 3 clusters Score -2878768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -2878771.500000 Penalty: 973.188049
	Iteration 57Q: 3 clusters Score -2878772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -2878774.000000 Penalty: 973.188049
	Iteration 58Q: 3 clusters Score -2878774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -2878778.500000 Penalty: 973.188049
	Iteration 59Q: 3 clusters Score -2878778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -2878774.250000 Penalty: 973.188049
	Iteration 60F: 3 clusters Score -2878774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -2878775.500000 Penalty: 973.188049
	Iteration 61Q: 3 clusters Score -2878776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -2878775.500000 Penalty: 973.188049
	Iteration 62F: 3 clusters Score -2878776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Entering Unmasked Estep 
Score: -2940486.250000 Penalty: 488.029785
	Iteration 0F: 2 clusters Score -2940486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2909988.250000 Penalty: 976.059570
	Iteration 0F: 3 clusters Score -2909988 nChanged 21986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2923701.250000 Penalty: 976.059570
	Iteration 1F: 3 clusters Score -2923701 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2924710.250000 Penalty: 976.059570
	Iteration 2F: 3 clusters Score -2924710 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2926222.000000 Penalty: 976.059570
	Iteration 3F: 3 clusters Score -2926222 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2928162.250000 Penalty: 976.059570
	Iteration 4F: 3 clusters Score -2928162 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2930301.750000 Penalty: 976.059570
	Iteration 5F: 3 clusters Score -2930302 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2932391.500000 Penalty: 976.059570
	Iteration 6F: 3 clusters Score -2932392 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2933950.750000 Penalty: 976.059570
	Iteration 7Q: 3 clusters Score -2933951 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2935195.750000 Penalty: 976.059570
	Iteration 8Q: 3 clusters Score -2935196 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2936454.000000 Penalty: 976.059570
	Iteration 9Q: 3 clusters Score -2936454 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2937436.250000 Penalty: 976.059570
	Iteration 10Q: 3 clusters Score -2937436 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2938120.500000 Penalty: 976.059570
	Iteration 11Q: 3 clusters Score -2938120 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2938723.750000 Penalty: 976.059570
	Iteration 12Q: 3 clusters Score -2938724 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2939271.500000 Penalty: 976.059570
	Iteration 13Q: 3 clusters Score -2939272 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2939678.000000 Penalty: 976.059570
	Iteration 14Q: 3 clusters Score -2939678 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2939939.750000 Penalty: 976.059570
	Iteration 15Q: 3 clusters Score -2939940 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2940115.750000 Penalty: 976.059570
	Iteration 16Q: 3 clusters Score -2940116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2940239.500000 Penalty: 976.059570
	Iteration 17Q: 3 clusters Score -2940240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2940298.500000 Penalty: 976.059570
	Iteration 18Q: 3 clusters Score -2940298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2940353.750000 Penalty: 976.059570
	Iteration 19Q: 3 clusters Score -2940354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2940422.250000 Penalty: 976.059570
	Iteration 20F: 3 clusters Score -2940422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2940532.250000 Penalty: 976.059570
	Iteration 21Q: 3 clusters Score -2940532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2940598.500000 Penalty: 976.059570
	Iteration 22Q: 3 clusters Score -2940598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2940664.750000 Penalty: 976.059570
	Iteration 23Q: 3 clusters Score -2940665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2940692.000000 Penalty: 976.059570
	Iteration 24Q: 3 clusters Score -2940692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2940700.750000 Penalty: 976.059570
	Iteration 25Q: 3 clusters Score -2940701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2940702.250000 Penalty: 976.059570
	Iteration 26Q: 3 clusters Score -2940702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2940705.500000 Penalty: 976.059570
	Iteration 27Q: 3 clusters Score -2940706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2940702.750000 Penalty: 976.059570
	Iteration 28Q: 3 clusters Score -2940703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2940703.000000 Penalty: 976.059570
	Iteration 29Q: 3 clusters Score -2940703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2940703.000000 Penalty: 976.059570
	Iteration 30Q: 3 clusters Score -2940703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2940702.750000 Penalty: 976.059570
	Iteration 31Q: 3 clusters Score -2940703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2940703.250000 Penalty: 976.059570
	Iteration 32Q: 3 clusters Score -2940703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2940712.750000 Penalty: 976.059570
	Iteration 33F: 3 clusters Score -2940713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2940717.000000 Penalty: 976.059570
	Iteration 34Q: 3 clusters Score -2940717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2940721.750000 Penalty: 976.059570
	Iteration 35Q: 3 clusters Score -2940722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2940720.500000 Penalty: 976.059570
	Iteration 36Q: 3 clusters Score -2940720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2940721.000000 Penalty: 976.059570
	Iteration 37Q: 3 clusters Score -2940721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2940722.250000 Penalty: 976.059570
	Iteration 38Q: 3 clusters Score -2940722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2940722.750000 Penalty: 976.059570
	Iteration 39Q: 3 clusters Score -2940723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2940724.000000 Penalty: 976.059570
	Iteration 40F: 3 clusters Score -2940724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2940732.750000 Penalty: 976.059570
	Iteration 41Q: 3 clusters Score -2940733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2940738.000000 Penalty: 976.059570
	Iteration 42Q: 3 clusters Score -2940738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2940735.750000 Penalty: 976.059570
	Iteration 43Q: 3 clusters Score -2940736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2940740.250000 Penalty: 976.059570
	Iteration 44Q: 3 clusters Score -2940740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2940745.750000 Penalty: 976.059570
	Iteration 45Q: 3 clusters Score -2940746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2940746.000000 Penalty: 976.059570
	Iteration 46Q: 3 clusters Score -2940746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2940744.250000 Penalty: 976.059570
	Iteration 47Q: 3 clusters Score -2940744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2940745.000000 Penalty: 976.059570
	Iteration 48Q: 3 clusters Score -2940745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2940745.500000 Penalty: 976.059570
	Iteration 49Q: 3 clusters Score -2940746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2940741.500000 Penalty: 976.059570
	Iteration 50Q: 3 clusters Score -2940742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2940750.500000 Penalty: 976.059570
	Iteration 51Q: 3 clusters Score -2940750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2940750.500000 Penalty: 976.059570
	Iteration 52Q: 3 clusters Score -2940750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2940753.250000 Penalty: 976.059570
	Iteration 53Q: 3 clusters Score -2940753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2940752.250000 Penalty: 976.059570
	Iteration 54Q: 3 clusters Score -2940752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2940752.500000 Penalty: 976.059570
	Iteration 55Q: 3 clusters Score -2940752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2940753.750000 Penalty: 976.059570
	Iteration 56Q: 3 clusters Score -2940754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2940753.750000 Penalty: 976.059570
	Iteration 57F: 3 clusters Score -2940754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 29495 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 34791 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85098 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45798 members 
Mstep: Class 12 contains 42003 members 
Mstep: Class 13 contains 41097 members 
Mstep: Class 14 contains 5258 members 
Mstep: Class 15 contains 7267 members 
Mstep: Class 16 contains 28383 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 47701 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11692 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38641 members 
Mstep: Class 28 contains 89182 members 
Mstep: Class 29 contains 44107 members 
Mstep: Class 30 contains 45060 members 
Mstep: Class 31 contains 18743 members 
Mstep: Class 32 contains 461 members 
Entering Unmasked Estep 
Score: -42236332.000000 Penalty: 19589.250000
Splitting cluster 30 changes total score from -42236352.000000 to -42236332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (18743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Entering Unmasked Estep 
Score: -1227092.000000 Penalty: 447.655182
	Iteration 0F: 2 clusters Score -1227092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1214647.000000 Penalty: 895.310364
	Iteration 0F: 3 clusters Score -1214647 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1219832.000000 Penalty: 895.310364
	Iteration 1F: 3 clusters Score -1219832 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1220304.375000 Penalty: 895.310364
	Iteration 2F: 3 clusters Score -1220304 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1220938.125000 Penalty: 895.310364
	Iteration 3F: 3 clusters Score -1220938 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1221814.250000 Penalty: 895.310364
	Iteration 4F: 3 clusters Score -1221814 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1222884.375000 Penalty: 895.310364
	Iteration 5F: 3 clusters Score -1222884 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1223703.250000 Penalty: 895.310364
	Iteration 6F: 3 clusters Score -1223703 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1224188.250000 Penalty: 895.310364
	Iteration 7Q: 3 clusters Score -1224188 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1224476.375000 Penalty: 895.310364
	Iteration 8Q: 3 clusters Score -1224476 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1224624.250000 Penalty: 895.310364
	Iteration 9Q: 3 clusters Score -1224624 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1224730.500000 Penalty: 895.310364
	Iteration 10Q: 3 clusters Score -1224730 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1224814.125000 Penalty: 895.310364
	Iteration 11Q: 3 clusters Score -1224814 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1224888.375000 Penalty: 895.310364
	Iteration 12Q: 3 clusters Score -1224888 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1224958.000000 Penalty: 895.310364
	Iteration 13Q: 3 clusters Score -1224958 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1225038.125000 Penalty: 895.310364
	Iteration 14Q: 3 clusters Score -1225038 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1225107.875000 Penalty: 895.310364
	Iteration 15Q: 3 clusters Score -1225108 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1225178.500000 Penalty: 895.310364
	Iteration 16Q: 3 clusters Score -1225178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1225246.750000 Penalty: 895.310364
	Iteration 17Q: 3 clusters Score -1225247 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1225313.375000 Penalty: 895.310364
	Iteration 18Q: 3 clusters Score -1225313 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1225378.375000 Penalty: 895.310364
	Iteration 19Q: 3 clusters Score -1225378 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1225426.750000 Penalty: 895.310364
	Iteration 20F: 3 clusters Score -1225427 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1225482.875000 Penalty: 895.310364
	Iteration 21Q: 3 clusters Score -1225483 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1225532.000000 Penalty: 895.310364
	Iteration 22Q: 3 clusters Score -1225532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1225593.625000 Penalty: 895.310364
	Iteration 23Q: 3 clusters Score -1225594 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1225654.375000 Penalty: 895.310364
	Iteration 24Q: 3 clusters Score -1225654 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1225705.625000 Penalty: 895.310364
	Iteration 25Q: 3 clusters Score -1225706 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1225759.250000 Penalty: 895.310364
	Iteration 26Q: 3 clusters Score -1225759 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1225811.750000 Penalty: 895.310364
	Iteration 27Q: 3 clusters Score -1225812 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11038 members 
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	Iteration 42Q: 3 clusters Score -1226174 nChanged 120
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Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 11305 members 
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Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 11459 members 
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Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 11602 members 
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Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 11722 members 
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Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6301 members 
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Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 12709 members 
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Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12804 members 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12898 members 
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Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12993 members 
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	Iteration 60F: 3 clusters Score -1226404 nChanged 84
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Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13077 members 
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Mstep: Class 1 contains 5590 members 
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Mstep: Class 1 contains 5502 members 
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	Iteration 63Q: 3 clusters Score -1226431 nChanged 76
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Mstep: Class 1 contains 5426 members 
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Mstep: Class 1 contains 5353 members 
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	Iteration 65Q: 3 clusters Score -1226453 nChanged 70
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Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 13460 members 
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Mstep: Class 1 contains 5208 members 
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	Iteration 67Q: 3 clusters Score -1226468 nChanged 66
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Mstep: Class 1 contains 5142 members 
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Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 13660 members 
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	Iteration 69Q: 3 clusters Score -1226482 nChanged 63
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Mstep: Class 1 contains 5020 members 
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 13785 members 
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	Iteration 71Q: 3 clusters Score -1226488 nChanged 58
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Mstep: Class 1 contains 4900 members 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13905 members 
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Mstep: Class 1 contains 4775 members 
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	Iteration 74Q: 3 clusters Score -1226508 nChanged 60
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Mstep: Class 1 contains 4715 members 
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Mstep: Class 1 contains 4655 members 
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	Iteration 76Q: 3 clusters Score -1226520 nChanged 69
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Mstep: Class 1 contains 4586 members 
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	Iteration 77Q: 3 clusters Score -1226530 nChanged 77
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Mstep: Class 1 contains 4509 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1226540 nChanged 78
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Mstep: Class 1 contains 4431 members 
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Mstep: Class 1 contains 4359 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1226560 nChanged 56
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Mstep: Class 1 contains 4303 members 
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14546 members 
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	Iteration 83Q: 3 clusters Score -1226578 nChanged 60
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Mstep: Class 1 contains 4137 members 
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	Iteration 84Q: 3 clusters Score -1226584 nChanged 71
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Mstep: Class 1 contains 4066 members 
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Mstep: Class 1 contains 4001 members 
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	Iteration 86Q: 3 clusters Score -1226597 nChanged 68
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Mstep: Class 1 contains 3933 members 
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Mstep: Class 1 contains 3883 members 
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	Iteration 88Q: 3 clusters Score -1226610 nChanged 46
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Mstep: Class 1 contains 3837 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1226614 nChanged 44
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Mstep: Class 1 contains 3793 members 
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	Iteration 90Q: 3 clusters Score -1226623 nChanged 48
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Mstep: Class 1 contains 3745 members 
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	Iteration 91Q: 3 clusters Score -1226629 nChanged 37
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Mstep: Class 1 contains 3708 members 
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	Iteration 92Q: 3 clusters Score -1226636 nChanged 51
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Mstep: Class 1 contains 3657 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1226643 nChanged 38
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Mstep: Class 1 contains 3619 members 
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	Iteration 94Q: 3 clusters Score -1226647 nChanged 43
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Mstep: Class 1 contains 3578 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1226647 nChanged 48
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Mstep: Class 1 contains 3530 members 
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	Iteration 96Q: 3 clusters Score -1226654 nChanged 57
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Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1226664 nChanged 57
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Mstep: Class 1 contains 3416 members 
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	Iteration 98Q: 3 clusters Score -1226671 nChanged 48
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Mstep: Class 1 contains 3368 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1226681 nChanged 45
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Mstep: Class 1 contains 3323 members 
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	Iteration 100F: 3 clusters Score -1226685 nChanged 27
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Mstep: Class 1 contains 3296 members 
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	Iteration 101Q: 3 clusters Score -1226686 nChanged 20
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Mstep: Class 1 contains 3276 members 
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	Iteration 102Q: 3 clusters Score -1226686 nChanged 24
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	Iteration 103Q: 3 clusters Score -1226687 nChanged 20
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Mstep: Class 1 contains 3232 members 
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	Iteration 104Q: 3 clusters Score -1226689 nChanged 21
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	Iteration 105Q: 3 clusters Score -1226692 nChanged 23
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	Iteration 106Q: 3 clusters Score -1226694 nChanged 20
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Mstep: Class 1 contains 3168 members 
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	Iteration 107Q: 3 clusters Score -1226697 nChanged 22
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	Iteration 108Q: 3 clusters Score -1226694 nChanged 20
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Mstep: Class 1 contains 3126 members 
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	Iteration 109Q: 3 clusters Score -1226696 nChanged 25
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Mstep: Class 1 contains 3101 members 
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	Iteration 110Q: 3 clusters Score -1226700 nChanged 25
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Mstep: Class 1 contains 3076 members 
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	Iteration 111Q: 3 clusters Score -1226699 nChanged 20
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	Iteration 112Q: 3 clusters Score -1226703 nChanged 22
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Mstep: Class 1 contains 3034 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1226704 nChanged 25
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	Iteration 114Q: 3 clusters Score -1226709 nChanged 23
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	Iteration 115Q: 3 clusters Score -1226714 nChanged 22
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	Iteration 116Q: 3 clusters Score -1226715 nChanged 20
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	Iteration 117Q: 3 clusters Score -1226718 nChanged 19
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	Iteration 118Q: 3 clusters Score -1226723 nChanged 18
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	Iteration 119Q: 3 clusters Score -1226723 nChanged 14
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1226721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1226723.250000 Penalty: 895.310364
	Iteration 121Q: 3 clusters Score -1226723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1226722.500000 Penalty: 895.310364
	Iteration 122Q: 3 clusters Score -1226722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1226725.500000 Penalty: 895.310364
	Iteration 123Q: 3 clusters Score -1226726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1226726.375000 Penalty: 895.310364
	Iteration 124Q: 3 clusters Score -1226726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1226723.250000 Penalty: 895.310364
	Iteration 125Q: 3 clusters Score -1226723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1226724.375000 Penalty: 895.310364
	Iteration 126Q: 3 clusters Score -1226724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1226726.125000 Penalty: 895.310364
	Iteration 127Q: 3 clusters Score -1226726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1226726.625000 Penalty: 895.310364
	Iteration 128Q: 3 clusters Score -1226727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1226725.250000 Penalty: 895.310364
	Iteration 129Q: 3 clusters Score -1226725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1226725.375000 Penalty: 895.310364
	Iteration 130Q: 3 clusters Score -1226725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1226725.375000 Penalty: 895.310364
	Iteration 131F: 3 clusters Score -1226725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 29495 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 34791 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 85098 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45798 members 
Mstep: Class 12 contains 42003 members 
Mstep: Class 13 contains 41097 members 
Mstep: Class 14 contains 5258 members 
Mstep: Class 15 contains 7267 members 
Mstep: Class 16 contains 28383 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 47701 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11692 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38641 members 
Mstep: Class 28 contains 89182 members 
Mstep: Class 29 contains 44107 members 
Mstep: Class 30 contains 45521 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236268.000000 Penalty: 18977.085938
Iteration 439Q: 32 clusters Score -4.223627e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 29661 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 34801 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84987 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 45822 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 41096 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 28386 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 47679 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11708 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38538 members 
Mstep: Class 28 contains 89217 members 
Mstep: Class 29 contains 44108 members 
Mstep: Class 30 contains 45508 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236296.000000 Penalty: 18977.085938
Iteration 440F: 32 clusters Score -4.22363e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 29812 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 34809 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84887 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45853 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 41097 members 
Mstep: Class 14 contains 5244 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 28384 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 47654 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38442 members 
Mstep: Class 28 contains 89260 members 
Mstep: Class 29 contains 44109 members 
Mstep: Class 30 contains 45500 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236324.000000 Penalty: 18977.085938
Iteration 441Q: 32 clusters Score -4.223632e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 29945 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 34821 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84803 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 45868 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 41103 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 28383 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 47644 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11739 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38344 members 
Mstep: Class 28 contains 89291 members 
Mstep: Class 29 contains 44110 members 
Mstep: Class 30 contains 45500 members 
Mstep: Class 31 contains 18744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236232.000000 Penalty: 18977.085938
Iteration 442Q: 32 clusters Score -4.223623e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 30076 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 34831 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84722 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 45874 members 
Mstep: Class 12 contains 42033 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 5230 members 
Mstep: Class 15 contains 7252 members 
Mstep: Class 16 contains 28383 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 47650 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11752 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38242 members 
Mstep: Class 28 contains 89325 members 
Mstep: Class 29 contains 44114 members 
Mstep: Class 30 contains 45488 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236180.000000 Penalty: 18977.085938
Iteration 443Q: 32 clusters Score -4.223618e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 30195 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 34843 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84672 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 45876 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 28384 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 47657 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11767 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 38138 members 
Mstep: Class 28 contains 89350 members 
Mstep: Class 29 contains 44118 members 
Mstep: Class 30 contains 45478 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236244.000000 Penalty: 18977.085938
Iteration 444Q: 32 clusters Score -4.223624e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 30301 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 34860 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84606 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 45897 members 
Mstep: Class 12 contains 42054 members 
Mstep: Class 13 contains 41104 members 
Mstep: Class 14 contains 5220 members 
Mstep: Class 15 contains 7251 members 
Mstep: Class 16 contains 28383 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7399 members 
Mstep: Class 21 contains 47660 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11775 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 38028 members 
Mstep: Class 28 contains 89387 members 
Mstep: Class 29 contains 44122 members 
Mstep: Class 30 contains 45474 members 
Mstep: Class 31 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236316.000000 Penalty: 18977.085938
Iteration 445Q: 32 clusters Score -4.223632e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 30427 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 34882 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84518 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 45899 members 
Mstep: Class 12 contains 42060 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 28381 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7433 members 
Mstep: Class 21 contains 47676 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11778 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 37928 members 
Mstep: Class 28 contains 89411 members 
Mstep: Class 29 contains 44126 members 
Mstep: Class 30 contains 45467 members 
Mstep: Class 31 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236236.000000 Penalty: 18977.085938
Iteration 446Q: 32 clusters Score -4.223624e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 30549 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 34910 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84445 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 45884 members 
Mstep: Class 12 contains 42062 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 7251 members 
Mstep: Class 16 contains 28379 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 47700 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 37817 members 
Mstep: Class 28 contains 89454 members 
Mstep: Class 29 contains 44128 members 
Mstep: Class 30 contains 45462 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236220.000000 Penalty: 18977.085938
Iteration 447Q: 32 clusters Score -4.223622e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 30672 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 34938 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 84387 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 45862 members 
Mstep: Class 12 contains 42070 members 
Mstep: Class 13 contains 41108 members 
Mstep: Class 14 contains 5210 members 
Mstep: Class 15 contains 7252 members 
Mstep: Class 16 contains 28375 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7508 members 
Mstep: Class 21 contains 47746 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11786 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 37697 members 
Mstep: Class 28 contains 89495 members 
Mstep: Class 29 contains 44133 members 
Mstep: Class 30 contains 45453 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236188.000000 Penalty: 18977.085938
Iteration 448Q: 32 clusters Score -4.223619e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 30809 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 34958 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 84324 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45852 members 
Mstep: Class 12 contains 42076 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 28373 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7551 members 
Mstep: Class 21 contains 47785 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11785 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 37587 members 
Mstep: Class 28 contains 89516 members 
Mstep: Class 29 contains 44139 members 
Mstep: Class 30 contains 45455 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236216.000000 Penalty: 18977.085938
Iteration 449Q: 32 clusters Score -4.223622e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 30939 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 34988 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 84250 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 45842 members 
Mstep: Class 12 contains 42086 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 5198 members 
Mstep: Class 15 contains 7247 members 
Mstep: Class 16 contains 28372 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 7603 members 
Mstep: Class 21 contains 47822 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11790 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 37465 members 
Mstep: Class 28 contains 89558 members 
Mstep: Class 29 contains 44141 members 
Mstep: Class 30 contains 45446 members 
Mstep: Class 31 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236192.000000 Penalty: 18977.085938
Iteration 450Q: 32 clusters Score -4.223619e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 31093 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 35026 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 84159 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45824 members 
Mstep: Class 12 contains 42094 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 7246 members 
Mstep: Class 16 contains 28372 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7647 members 
Mstep: Class 21 contains 47883 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11786 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 37342 members 
Mstep: Class 28 contains 89585 members 
Mstep: Class 29 contains 44138 members 
Mstep: Class 30 contains 45436 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236196.000000 Penalty: 18977.085938
Iteration 451Q: 32 clusters Score -4.22362e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 31233 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 35059 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 84074 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45820 members 
Mstep: Class 12 contains 42100 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 5187 members 
Mstep: Class 15 contains 7245 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 47966 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11787 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 37191 members 
Mstep: Class 28 contains 89612 members 
Mstep: Class 29 contains 44134 members 
Mstep: Class 30 contains 45419 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236264.000000 Penalty: 18977.085938
Iteration 452Q: 32 clusters Score -4.223626e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 31384 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 35091 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 83959 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 45830 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 41108 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 16 contains 28367 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 7756 members 
Mstep: Class 21 contains 48061 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11786 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 37040 members 
Mstep: Class 28 contains 89644 members 
Mstep: Class 29 contains 44133 members 
Mstep: Class 30 contains 45390 members 
Mstep: Class 31 contains 18739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236348.000000 Penalty: 18977.085938
Iteration 453Q: 32 clusters Score -4.223635e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 31522 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 35123 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83852 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 45847 members 
Mstep: Class 12 contains 42112 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 7242 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7816 members 
Mstep: Class 21 contains 48158 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11779 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 36890 members 
Mstep: Class 28 contains 89683 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 45361 members 
Mstep: Class 31 contains 18739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236380.000000 Penalty: 18977.085938
Iteration 454Q: 32 clusters Score -4.223638e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 31662 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 35151 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83740 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 45842 members 
Mstep: Class 12 contains 42103 members 
Mstep: Class 13 contains 41104 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 15 contains 7240 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7886 members 
Mstep: Class 21 contains 48290 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11778 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 36716 members 
Mstep: Class 28 contains 89736 members 
Mstep: Class 29 contains 44137 members 
Mstep: Class 30 contains 45339 members 
Mstep: Class 31 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236232.000000 Penalty: 18977.085938
Iteration 455Q: 32 clusters Score -4.223623e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 31792 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 35185 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83620 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 45835 members 
Mstep: Class 12 contains 42098 members 
Mstep: Class 13 contains 41103 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 16 contains 28369 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 7961 members 
Mstep: Class 21 contains 48415 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11775 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 36553 members 
Mstep: Class 28 contains 89778 members 
Mstep: Class 29 contains 44137 members 
Mstep: Class 30 contains 45316 members 
Mstep: Class 31 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236136.000000 Penalty: 18977.085938
Iteration 456Q: 32 clusters Score -4.223614e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 31923 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 35224 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83489 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 45810 members 
Mstep: Class 12 contains 42099 members 
Mstep: Class 13 contains 41104 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 7237 members 
Mstep: Class 16 contains 28373 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 8046 members 
Mstep: Class 21 contains 48558 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 36392 members 
Mstep: Class 28 contains 89805 members 
Mstep: Class 29 contains 44140 members 
Mstep: Class 30 contains 45282 members 
Mstep: Class 31 contains 18739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236264.000000 Penalty: 18977.085938
Iteration 457Q: 32 clusters Score -4.223626e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 32072 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 35256 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83389 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 45758 members 
Mstep: Class 12 contains 42094 members 
Mstep: Class 13 contains 41102 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 7239 members 
Mstep: Class 16 contains 28370 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2804 members 
Mstep: Class 20 contains 8121 members 
Mstep: Class 21 contains 48688 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11773 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 36250 members 
Mstep: Class 28 contains 89836 members 
Mstep: Class 29 contains 44148 members 
Mstep: Class 30 contains 45256 members 
Mstep: Class 31 contains 18739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236392.000000 Penalty: 18977.085938
Iteration 458Q: 32 clusters Score -4.223639e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 32223 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 35288 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83252 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 45702 members 
Mstep: Class 12 contains 42081 members 
Mstep: Class 13 contains 41100 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 7242 members 
Mstep: Class 16 contains 28369 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 2804 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 21 contains 48842 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11774 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 36113 members 
Mstep: Class 28 contains 89864 members 
Mstep: Class 29 contains 44156 members 
Mstep: Class 30 contains 45227 members 
Mstep: Class 31 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236348.000000 Penalty: 18977.085938
Iteration 459Q: 32 clusters Score -4.223635e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 32402 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 35323 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 83096 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 45646 members 
Mstep: Class 12 contains 42072 members 
Mstep: Class 13 contains 41100 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 7242 members 
Mstep: Class 16 contains 28366 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 48980 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11769 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 35992 members 
Mstep: Class 28 contains 89885 members 
Mstep: Class 29 contains 44154 members 
Mstep: Class 30 contains 45208 members 
Mstep: Class 31 contains 18744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236416.000000 Penalty: 18977.085938
Iteration 460F: 32 clusters Score -4.223642e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 32591 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 35350 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 82929 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 45589 members 
Mstep: Class 12 contains 42073 members 
Mstep: Class 13 contains 41096 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 16 contains 28364 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 8342 members 
Mstep: Class 21 contains 49127 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11763 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 35870 members 
Mstep: Class 28 contains 89930 members 
Mstep: Class 29 contains 44151 members 
Mstep: Class 30 contains 45190 members 
Mstep: Class 31 contains 18749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236420.000000 Penalty: 18977.085938
Iteration 461Q: 32 clusters Score -4.223642e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 32783 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 35363 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 82782 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 45536 members 
Mstep: Class 12 contains 42086 members 
Mstep: Class 13 contains 41089 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 7234 members 
Mstep: Class 16 contains 28363 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8403 members 
Mstep: Class 21 contains 49254 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11765 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 35751 members 
Mstep: Class 28 contains 89979 members 
Mstep: Class 29 contains 44149 members 
Mstep: Class 30 contains 45168 members 
Mstep: Class 31 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236528.000000 Penalty: 18977.085938
Iteration 462Q: 32 clusters Score -4.223653e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 32994 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 35391 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 82619 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 45470 members 
Mstep: Class 12 contains 42114 members 
Mstep: Class 13 contains 41082 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 16 contains 28364 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 49355 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11779 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35642 members 
Mstep: Class 28 contains 90010 members 
Mstep: Class 29 contains 44149 members 
Mstep: Class 30 contains 45132 members 
Mstep: Class 31 contains 18757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236608.000000 Penalty: 18977.085938
Iteration 463Q: 32 clusters Score -4.223661e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 33205 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 35431 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 82441 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 45416 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 41081 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 7232 members 
Mstep: Class 16 contains 28359 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 8521 members 
Mstep: Class 21 contains 49486 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11785 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35511 members 
Mstep: Class 28 contains 90042 members 
Mstep: Class 29 contains 44151 members 
Mstep: Class 30 contains 45099 members 
Mstep: Class 31 contains 18761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236924.000000 Penalty: 18977.085938
Iteration 464Q: 32 clusters Score -4.223692e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 33409 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 82254 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 45349 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 41079 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 7234 members 
Mstep: Class 16 contains 28356 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 49617 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11785 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35408 members 
Mstep: Class 28 contains 90080 members 
Mstep: Class 29 contains 44151 members 
Mstep: Class 30 contains 45066 members 
Mstep: Class 31 contains 18768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237048.000000 Penalty: 18977.085938
Iteration 465Q: 32 clusters Score -4.223705e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 33608 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 35491 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 82082 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 45294 members 
Mstep: Class 12 contains 42178 members 
Mstep: Class 13 contains 41074 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 16 contains 28350 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 49727 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11786 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35328 members 
Mstep: Class 28 contains 90107 members 
Mstep: Class 29 contains 44153 members 
Mstep: Class 30 contains 45051 members 
Mstep: Class 31 contains 18772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237152.000000 Penalty: 18977.085938
Iteration 466Q: 32 clusters Score -4.223715e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 33786 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 35504 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 81927 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 45210 members 
Mstep: Class 12 contains 42189 members 
Mstep: Class 13 contains 41067 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 16 contains 28353 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 49859 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35265 members 
Mstep: Class 28 contains 90126 members 
Mstep: Class 29 contains 44153 members 
Mstep: Class 30 contains 45020 members 
Mstep: Class 31 contains 18777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237148.000000 Penalty: 18977.085938
Iteration 467Q: 32 clusters Score -4.223715e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 33972 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 35507 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81779 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 45081 members 
Mstep: Class 12 contains 42224 members 
Mstep: Class 13 contains 41066 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 7240 members 
Mstep: Class 16 contains 28350 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 49973 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11773 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35228 members 
Mstep: Class 28 contains 90167 members 
Mstep: Class 29 contains 44149 members 
Mstep: Class 30 contains 44978 members 
Mstep: Class 31 contains 18783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237240.000000 Penalty: 18977.085938
Iteration 468Q: 32 clusters Score -4.223724e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 34144 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 35511 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81652 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 44976 members 
Mstep: Class 12 contains 42257 members 
Mstep: Class 13 contains 41060 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 7247 members 
Mstep: Class 16 contains 28346 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 8811 members 
Mstep: Class 21 contains 50075 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11768 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35193 members 
Mstep: Class 28 contains 90197 members 
Mstep: Class 29 contains 44147 members 
Mstep: Class 30 contains 44942 members 
Mstep: Class 31 contains 18786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237120.000000 Penalty: 18977.085938
Iteration 469Q: 32 clusters Score -4.223712e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 34305 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 35523 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81570 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 44861 members 
Mstep: Class 12 contains 42287 members 
Mstep: Class 13 contains 41055 members 
Mstep: Class 14 contains 5041 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 28340 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 50173 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11764 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35172 members 
Mstep: Class 28 contains 90205 members 
Mstep: Class 29 contains 44145 members 
Mstep: Class 30 contains 44911 members 
Mstep: Class 31 contains 18788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237336.000000 Penalty: 18977.085938
Iteration 470Q: 32 clusters Score -4.223734e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 34457 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 35537 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81479 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 44742 members 
Mstep: Class 12 contains 42321 members 
Mstep: Class 13 contains 41054 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 28335 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 8918 members 
Mstep: Class 21 contains 50259 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11756 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35172 members 
Mstep: Class 28 contains 90221 members 
Mstep: Class 29 contains 44149 members 
Mstep: Class 30 contains 44877 members 
Mstep: Class 31 contains 18788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237376.000000 Penalty: 18977.085938
Iteration 471Q: 32 clusters Score -4.223738e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 34633 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 35568 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81365 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 44605 members 
Mstep: Class 12 contains 42350 members 
Mstep: Class 13 contains 41051 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 28333 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 50352 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11744 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35177 members 
Mstep: Class 28 contains 90245 members 
Mstep: Class 29 contains 44147 members 
Mstep: Class 30 contains 44845 members 
Mstep: Class 31 contains 18788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237552.000000 Penalty: 18977.085938
Iteration 472Q: 32 clusters Score -4.223755e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 34788 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 35603 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81241 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 44476 members 
Mstep: Class 12 contains 42385 members 
Mstep: Class 13 contains 41046 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 28328 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 9010 members 
Mstep: Class 21 contains 50435 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11730 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35198 members 
Mstep: Class 28 contains 90264 members 
Mstep: Class 29 contains 44150 members 
Mstep: Class 30 contains 44819 members 
Mstep: Class 31 contains 18788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237720.000000 Penalty: 18977.085938
Iteration 473Q: 32 clusters Score -4.223772e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 34949 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 35641 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81141 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 44353 members 
Mstep: Class 12 contains 42423 members 
Mstep: Class 13 contains 41043 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 28327 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 9058 members 
Mstep: Class 21 contains 50504 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11715 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 35220 members 
Mstep: Class 28 contains 90289 members 
Mstep: Class 29 contains 44151 members 
Mstep: Class 30 contains 44792 members 
Mstep: Class 31 contains 18790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237904.000000 Penalty: 18977.085938
Iteration 474Q: 32 clusters Score -4.22379e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 35099 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 81035 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 44219 members 
Mstep: Class 12 contains 42466 members 
Mstep: Class 13 contains 41039 members 
Mstep: Class 14 contains 5037 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 28326 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 50548 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11688 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 35263 members 
Mstep: Class 28 contains 90347 members 
Mstep: Class 29 contains 44150 members 
Mstep: Class 30 contains 44769 members 
Mstep: Class 31 contains 18791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237852.000000 Penalty: 18977.085938
Iteration 475Q: 32 clusters Score -4.223785e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 35224 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 35716 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 80977 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5537 members 
Mstep: Class 11 contains 44063 members 
Mstep: Class 12 contains 42517 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 28323 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 50585 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11672 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 35303 members 
Mstep: Class 28 contains 90391 members 
Mstep: Class 29 contains 44152 members 
Mstep: Class 30 contains 44740 members 
Mstep: Class 31 contains 18792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237868.000000 Penalty: 18977.085938
Iteration 476Q: 32 clusters Score -4.223787e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 35341 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 35760 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 80944 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 43912 members 
Mstep: Class 12 contains 42569 members 
Mstep: Class 13 contains 41035 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 28325 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 50599 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11646 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 35350 members 
Mstep: Class 28 contains 90440 members 
Mstep: Class 29 contains 44152 members 
Mstep: Class 30 contains 44712 members 
Mstep: Class 31 contains 18792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237992.000000 Penalty: 18977.085938
Iteration 477Q: 32 clusters Score -4.223799e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 35447 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 80918 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 43783 members 
Mstep: Class 12 contains 42624 members 
Mstep: Class 13 contains 41033 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 28323 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 50612 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11631 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 35391 members 
Mstep: Class 28 contains 90474 members 
Mstep: Class 29 contains 44149 members 
Mstep: Class 30 contains 44681 members 
Mstep: Class 31 contains 18792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238048.000000 Penalty: 18977.085938
Iteration 478Q: 32 clusters Score -4.223805e+07 nChanged 858
Entering ConstructFrom: 
Score: -42238048.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (43259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Entering Unmasked Estep 
Score: -2778919.250000 Penalty: 485.710693
	Iteration 0F: 2 clusters Score -2778919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2750601.250000 Penalty: 971.421387
	Iteration 0F: 3 clusters Score -2750601 nChanged 20792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2762550.000000 Penalty: 971.421387
	Iteration 1F: 3 clusters Score -2762550 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -2763094.000000 Penalty: 971.421387
	Iteration 2Q: 3 clusters Score -2763094 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2764040.750000 Penalty: 971.421387
	Iteration 3F: 3 clusters Score -2764041 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -2765931.500000 Penalty: 971.421387
	Iteration 4F: 3 clusters Score -2765932 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -2769311.000000 Penalty: 971.421387
	Iteration 5F: 3 clusters Score -2769311 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -2773655.750000 Penalty: 971.421387
	Iteration 6F: 3 clusters Score -2773656 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -2776667.500000 Penalty: 971.421387
	Iteration 7F: 3 clusters Score -2776668 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -2777965.000000 Penalty: 971.421387
	Iteration 8Q: 3 clusters Score -2777965 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -2778426.500000 Penalty: 971.421387
	Iteration 9Q: 3 clusters Score -2778426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -2778615.500000 Penalty: 971.421387
	Iteration 10Q: 3 clusters Score -2778616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -2778691.250000 Penalty: 971.421387
	Iteration 11Q: 3 clusters Score -2778691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -2778722.000000 Penalty: 971.421387
	Iteration 12Q: 3 clusters Score -2778722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -2778751.000000 Penalty: 971.421387
	Iteration 13Q: 3 clusters Score -2778751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -2778765.000000 Penalty: 971.421387
	Iteration 14Q: 3 clusters Score -2778765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -2778774.750000 Penalty: 971.421387
	Iteration 15Q: 3 clusters Score -2778775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -2778775.500000 Penalty: 971.421387
	Iteration 16Q: 3 clusters Score -2778776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -2778777.000000 Penalty: 971.421387
	Iteration 17Q: 3 clusters Score -2778777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -2778776.000000 Penalty: 971.421387
	Iteration 18Q: 3 clusters Score -2778776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -2778776.000000 Penalty: 971.421387
	Iteration 19Q: 3 clusters Score -2778776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -2778780.750000 Penalty: 971.421387
	Iteration 20F: 3 clusters Score -2778781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -2778781.500000 Penalty: 971.421387
	Iteration 21Q: 3 clusters Score -2778782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -2778782.500000 Penalty: 971.421387
	Iteration 22Q: 3 clusters Score -2778782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -2778787.250000 Penalty: 971.421387
	Iteration 23Q: 3 clusters Score -2778787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -2778786.250000 Penalty: 971.421387
	Iteration 24Q: 3 clusters Score -2778786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -2778785.500000 Penalty: 971.421387
	Iteration 25Q: 3 clusters Score -2778786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -2778790.000000 Penalty: 971.421387
	Iteration 26Q: 3 clusters Score -2778790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -2778789.000000 Penalty: 971.421387
	Iteration 27Q: 3 clusters Score -2778789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -2778789.750000 Penalty: 971.421387
	Iteration 28Q: 3 clusters Score -2778790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -2778789.750000 Penalty: 971.421387
	Iteration 29F: 3 clusters Score -2778790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Entering Unmasked Estep 
Score: -2185845.750000 Penalty: 476.787048
	Iteration 0F: 2 clusters Score -2185846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2162105.750000 Penalty: 953.574097
	Iteration 0F: 3 clusters Score -2162106 nChanged 17050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2172071.250000 Penalty: 953.574097
	Iteration 1F: 3 clusters Score -2172071 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2172921.000000 Penalty: 953.574097
	Iteration 2Q: 3 clusters Score -2172921 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2174297.000000 Penalty: 953.574097
	Iteration 3F: 3 clusters Score -2174297 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2176325.750000 Penalty: 953.574097
	Iteration 4F: 3 clusters Score -2176326 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2178345.000000 Penalty: 953.574097
	Iteration 5F: 3 clusters Score -2178345 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2179541.750000 Penalty: 953.574097
	Iteration 6F: 3 clusters Score -2179542 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2179979.750000 Penalty: 953.574097
	Iteration 7Q: 3 clusters Score -2179980 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2180175.000000 Penalty: 953.574097
	Iteration 8Q: 3 clusters Score -2180175 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2180314.000000 Penalty: 953.574097
	Iteration 9Q: 3 clusters Score -2180314 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2180468.750000 Penalty: 953.574097
	Iteration 10Q: 3 clusters Score -2180469 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2180617.250000 Penalty: 953.574097
	Iteration 11Q: 3 clusters Score -2180617 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2180767.500000 Penalty: 953.574097
	Iteration 12Q: 3 clusters Score -2180768 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2180947.000000 Penalty: 953.574097
	Iteration 13Q: 3 clusters Score -2180947 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2181149.000000 Penalty: 953.574097
	Iteration 14Q: 3 clusters Score -2181149 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2181381.000000 Penalty: 953.574097
	Iteration 15Q: 3 clusters Score -2181381 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2181612.000000 Penalty: 953.574097
	Iteration 16Q: 3 clusters Score -2181612 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2181881.000000 Penalty: 953.574097
	Iteration 17Q: 3 clusters Score -2181881 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2182135.250000 Penalty: 953.574097
	Iteration 18Q: 3 clusters Score -2182135 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2182398.000000 Penalty: 953.574097
	Iteration 19Q: 3 clusters Score -2182398 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2182667.000000 Penalty: 953.574097
	Iteration 20F: 3 clusters Score -2182667 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2182885.750000 Penalty: 953.574097
	Iteration 21Q: 3 clusters Score -2182886 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2183120.000000 Penalty: 953.574097
	Iteration 22Q: 3 clusters Score -2183120 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2183347.250000 Penalty: 953.574097
	Iteration 23Q: 3 clusters Score -2183347 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2183584.750000 Penalty: 953.574097
	Iteration 24Q: 3 clusters Score -2183585 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2183779.500000 Penalty: 953.574097
	Iteration 25Q: 3 clusters Score -2183780 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2183980.250000 Penalty: 953.574097
	Iteration 26Q: 3 clusters Score -2183980 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2184183.000000 Penalty: 953.574097
	Iteration 27Q: 3 clusters Score -2184183 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2184393.250000 Penalty: 953.574097
	Iteration 28Q: 3 clusters Score -2184393 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2184587.500000 Penalty: 953.574097
	Iteration 29Q: 3 clusters Score -2184588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2184740.750000 Penalty: 953.574097
	Iteration 30Q: 3 clusters Score -2184741 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2184869.000000 Penalty: 953.574097
	Iteration 31Q: 3 clusters Score -2184869 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2184987.000000 Penalty: 953.574097
	Iteration 32Q: 3 clusters Score -2184987 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2185088.250000 Penalty: 953.574097
	Iteration 33Q: 3 clusters Score -2185088 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2185165.500000 Penalty: 953.574097
	Iteration 34Q: 3 clusters Score -2185166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2185237.500000 Penalty: 953.574097
	Iteration 35Q: 3 clusters Score -2185238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2185283.500000 Penalty: 953.574097
	Iteration 36Q: 3 clusters Score -2185284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2185318.250000 Penalty: 953.574097
	Iteration 37Q: 3 clusters Score -2185318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2185355.500000 Penalty: 953.574097
	Iteration 38Q: 3 clusters Score -2185356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2185378.250000 Penalty: 953.574097
	Iteration 39Q: 3 clusters Score -2185378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2185400.000000 Penalty: 953.574097
	Iteration 40F: 3 clusters Score -2185400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2185424.000000 Penalty: 953.574097
	Iteration 41Q: 3 clusters Score -2185424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2185437.250000 Penalty: 953.574097
	Iteration 42Q: 3 clusters Score -2185437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2185442.750000 Penalty: 953.574097
	Iteration 43Q: 3 clusters Score -2185443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2185452.750000 Penalty: 953.574097
	Iteration 44Q: 3 clusters Score -2185453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2185455.250000 Penalty: 953.574097
	Iteration 45Q: 3 clusters Score -2185455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2185460.000000 Penalty: 953.574097
	Iteration 46Q: 3 clusters Score -2185460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2185461.500000 Penalty: 953.574097
	Iteration 47Q: 3 clusters Score -2185462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2185464.250000 Penalty: 953.574097
	Iteration 48Q: 3 clusters Score -2185464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2185461.500000 Penalty: 953.574097
	Iteration 49Q: 3 clusters Score -2185462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2185463.750000 Penalty: 953.574097
	Iteration 50Q: 3 clusters Score -2185464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2185463.500000 Penalty: 953.574097
	Iteration 51Q: 3 clusters Score -2185464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2185463.500000 Penalty: 953.574097
	Iteration 52Q: 3 clusters Score -2185464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2185465.500000 Penalty: 953.574097
	Iteration 53Q: 3 clusters Score -2185466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2185466.500000 Penalty: 953.574097
	Iteration 54Q: 3 clusters Score -2185466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2185466.750000 Penalty: 953.574097
	Iteration 55Q: 3 clusters Score -2185467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2185468.500000 Penalty: 953.574097
	Iteration 56Q: 3 clusters Score -2185468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2185470.500000 Penalty: 953.574097
	Iteration 57Q: 3 clusters Score -2185470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2185472.000000 Penalty: 953.574097
	Iteration 58Q: 3 clusters Score -2185472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2185471.000000 Penalty: 953.574097
	Iteration 59Q: 3 clusters Score -2185471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2185475.000000 Penalty: 953.574097
	Iteration 60F: 3 clusters Score -2185475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2185473.750000 Penalty: 953.574097
	Iteration 61Q: 3 clusters Score -2185474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2185473.750000 Penalty: 953.574097
	Iteration 62Q: 3 clusters Score -2185474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2185475.250000 Penalty: 953.574097
	Iteration 63Q: 3 clusters Score -2185475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2185473.500000 Penalty: 953.574097
	Iteration 64Q: 3 clusters Score -2185474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2185473.500000 Penalty: 953.574097
	Iteration 65F: 3 clusters Score -2185474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -37548.976562 Penalty: 301.875824
	Iteration 0F: 2 clusters Score -37548.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36947.390625 Penalty: 603.751648
	Iteration 0F: 3 clusters Score -36947.39 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37278.160156 Penalty: 603.751648
	Iteration 1F: 3 clusters Score -37278.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37378.371094 Penalty: 603.751648
	Iteration 2F: 3 clusters Score -37378.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37440.667969 Penalty: 603.751648
	Iteration 3F: 3 clusters Score -37440.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37477.542969 Penalty: 603.751648
	Iteration 4F: 3 clusters Score -37477.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37497.191406 Penalty: 603.751648
	Iteration 5Q: 3 clusters Score -37497.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37513.843750 Penalty: 603.751648
	Iteration 6Q: 3 clusters Score -37513.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37521.921875 Penalty: 603.751648
	Iteration 7Q: 3 clusters Score -37521.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37530.132812 Penalty: 603.751648
	Iteration 8Q: 3 clusters Score -37530.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37531.937500 Penalty: 603.751648
	Iteration 9Q: 3 clusters Score -37531.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37532.062500 Penalty: 603.751648
	Iteration 10Q: 3 clusters Score -37532.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37532.062500 Penalty: 603.751648
	Iteration 11F: 3 clusters Score -37532.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -93683.664062 Penalty: 333.443909
	Iteration 0F: 2 clusters Score -93683.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -92547.070312 Penalty: 666.887817
	Iteration 0F: 3 clusters Score -92547.07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92879.679688 Penalty: 666.887817
	Iteration 1F: 3 clusters Score -92879.68 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -92937.421875 Penalty: 666.887817
	Iteration 2F: 3 clusters Score -92937.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92971.367188 Penalty: 666.887817
	Iteration 3Q: 3 clusters Score -92971.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92994.156250 Penalty: 666.887817
	Iteration 4Q: 3 clusters Score -92994.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -93009.273438 Penalty: 666.887817
	Iteration 5Q: 3 clusters Score -93009.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -93028.945312 Penalty: 666.887817
	Iteration 6Q: 3 clusters Score -93028.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -93049.328125 Penalty: 666.887817
	Iteration 7Q: 3 clusters Score -93049.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -93063.914062 Penalty: 666.887817
	Iteration 8Q: 3 clusters Score -93063.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -93079.546875 Penalty: 666.887817
	Iteration 9Q: 3 clusters Score -93079.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -93096.421875 Penalty: 666.887817
	Iteration 10Q: 3 clusters Score -93096.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -93115.539062 Penalty: 666.887817
	Iteration 11Q: 3 clusters Score -93115.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -93134.710938 Penalty: 666.887817
	Iteration 12Q: 3 clusters Score -93134.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -93149.734375 Penalty: 666.887817
	Iteration 13Q: 3 clusters Score -93149.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -93164.671875 Penalty: 666.887817
	Iteration 14Q: 3 clusters Score -93164.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -93188.281250 Penalty: 666.887817
	Iteration 15Q: 3 clusters Score -93188.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93225.015625 Penalty: 666.887817
	Iteration 16Q: 3 clusters Score -93225.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -93245.500000 Penalty: 666.887817
	Iteration 17Q: 3 clusters Score -93245.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -93269.687500 Penalty: 666.887817
	Iteration 18Q: 3 clusters Score -93269.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -93292.640625 Penalty: 666.887817
	Iteration 19Q: 3 clusters Score -93292.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -93305.664062 Penalty: 666.887817
	Iteration 20F: 3 clusters Score -93305.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -93315.890625 Penalty: 666.887817
	Iteration 21Q: 3 clusters Score -93315.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -93327.664062 Penalty: 666.887817
	Iteration 22Q: 3 clusters Score -93327.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -93344.859375 Penalty: 666.887817
	Iteration 23Q: 3 clusters Score -93344.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -93359.492188 Penalty: 666.887817
	Iteration 24Q: 3 clusters Score -93359.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -93368.203125 Penalty: 666.887817
	Iteration 25Q: 3 clusters Score -93368.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -93379.929688 Penalty: 666.887817
	Iteration 26Q: 3 clusters Score -93379.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -93390.718750 Penalty: 666.887817
	Iteration 27Q: 3 clusters Score -93390.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -93397.226562 Penalty: 666.887817
	Iteration 28Q: 3 clusters Score -93397.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -93398.210938 Penalty: 666.887817
	Iteration 29Q: 3 clusters Score -93398.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -93398.625000 Penalty: 666.887817
	Iteration 30Q: 3 clusters Score -93398.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -93398.773438 Penalty: 666.887817
	Iteration 31Q: 3 clusters Score -93398.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -93399.906250 Penalty: 666.887817
	Iteration 32Q: 3 clusters Score -93399.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -93401.179688 Penalty: 666.887817
	Iteration 33Q: 3 clusters Score -93401.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -93405.867188 Penalty: 666.887817
	Iteration 34Q: 3 clusters Score -93405.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -93407.710938 Penalty: 666.887817
	Iteration 35Q: 3 clusters Score -93407.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -93411.664062 Penalty: 666.887817
	Iteration 36Q: 3 clusters Score -93411.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -93416.164062 Penalty: 666.887817
	Iteration 37Q: 3 clusters Score -93416.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -93418.898438 Penalty: 666.887817
	Iteration 38Q: 3 clusters Score -93418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -93421.179688 Penalty: 666.887817
	Iteration 39Q: 3 clusters Score -93421.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -93422.343750 Penalty: 666.887817
	Iteration 40F: 3 clusters Score -93422.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -93424.914062 Penalty: 666.887817
	Iteration 41Q: 3 clusters Score -93424.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -93426.789062 Penalty: 666.887817
	Iteration 42Q: 3 clusters Score -93426.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -93429.125000 Penalty: 666.887817
	Iteration 43Q: 3 clusters Score -93429.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -93429.843750 Penalty: 666.887817
	Iteration 44Q: 3 clusters Score -93429.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -93429.843750 Penalty: 666.887817
	Iteration 45F: 3 clusters Score -93429.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Entering Unmasked Estep 
Score: -2155003.750000 Penalty: 477.117310
	Iteration 0F: 2 clusters Score -2155004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2130964.250000 Penalty: 954.234619
	Iteration 0F: 3 clusters Score -2130964 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2141325.500000 Penalty: 954.234619
	Iteration 1F: 3 clusters Score -2141326 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2141890.250000 Penalty: 954.234619
	Iteration 2Q: 3 clusters Score -2141890 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2142682.250000 Penalty: 954.234619
	Iteration 3Q: 3 clusters Score -2142682 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2143753.500000 Penalty: 954.234619
	Iteration 4F: 3 clusters Score -2143754 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2145070.500000 Penalty: 954.234619
	Iteration 5F: 3 clusters Score -2145070 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2146713.750000 Penalty: 954.234619
	Iteration 6F: 3 clusters Score -2146714 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2148407.500000 Penalty: 954.234619
	Iteration 7F: 3 clusters Score -2148408 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2149518.250000 Penalty: 954.234619
	Iteration 8Q: 3 clusters Score -2149518 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2150127.750000 Penalty: 954.234619
	Iteration 9Q: 3 clusters Score -2150128 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2150475.750000 Penalty: 954.234619
	Iteration 10Q: 3 clusters Score -2150476 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2150779.000000 Penalty: 954.234619
	Iteration 11Q: 3 clusters Score -2150779 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2151073.000000 Penalty: 954.234619
	Iteration 12Q: 3 clusters Score -2151073 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2151372.500000 Penalty: 954.234619
	Iteration 13Q: 3 clusters Score -2151372 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2151695.000000 Penalty: 954.234619
	Iteration 14Q: 3 clusters Score -2151695 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2152027.250000 Penalty: 954.234619
	Iteration 15Q: 3 clusters Score -2152027 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2152384.500000 Penalty: 954.234619
	Iteration 16Q: 3 clusters Score -2152384 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2152721.500000 Penalty: 954.234619
	Iteration 17Q: 3 clusters Score -2152722 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2153032.250000 Penalty: 954.234619
	Iteration 18Q: 3 clusters Score -2153032 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2153330.500000 Penalty: 954.234619
	Iteration 19Q: 3 clusters Score -2153330 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2153585.250000 Penalty: 954.234619
	Iteration 20F: 3 clusters Score -2153585 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2153790.250000 Penalty: 954.234619
	Iteration 21Q: 3 clusters Score -2153790 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2153945.250000 Penalty: 954.234619
	Iteration 22Q: 3 clusters Score -2153945 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2154077.750000 Penalty: 954.234619
	Iteration 23Q: 3 clusters Score -2154078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2154198.250000 Penalty: 954.234619
	Iteration 24Q: 3 clusters Score -2154198 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2154308.500000 Penalty: 954.234619
	Iteration 25Q: 3 clusters Score -2154308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2154384.750000 Penalty: 954.234619
	Iteration 26Q: 3 clusters Score -2154385 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2154452.500000 Penalty: 954.234619
	Iteration 27Q: 3 clusters Score -2154452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2154489.250000 Penalty: 954.234619
	Iteration 28Q: 3 clusters Score -2154489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2154522.000000 Penalty: 954.234619
	Iteration 29Q: 3 clusters Score -2154522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2154542.750000 Penalty: 954.234619
	Iteration 30Q: 3 clusters Score -2154543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2154559.750000 Penalty: 954.234619
	Iteration 31Q: 3 clusters Score -2154560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2154574.500000 Penalty: 954.234619
	Iteration 32Q: 3 clusters Score -2154574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2154587.250000 Penalty: 954.234619
	Iteration 33Q: 3 clusters Score -2154587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2154601.000000 Penalty: 954.234619
	Iteration 34Q: 3 clusters Score -2154601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2154610.750000 Penalty: 954.234619
	Iteration 35Q: 3 clusters Score -2154611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2154615.750000 Penalty: 954.234619
	Iteration 36Q: 3 clusters Score -2154616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2154623.750000 Penalty: 954.234619
	Iteration 37Q: 3 clusters Score -2154624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2154627.250000 Penalty: 954.234619
	Iteration 38Q: 3 clusters Score -2154627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2154633.000000 Penalty: 954.234619
	Iteration 39Q: 3 clusters Score -2154633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2154632.250000 Penalty: 954.234619
	Iteration 40F: 3 clusters Score -2154632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2154635.500000 Penalty: 954.234619
	Iteration 41Q: 3 clusters Score -2154636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2154636.500000 Penalty: 954.234619
	Iteration 42Q: 3 clusters Score -2154636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2154640.000000 Penalty: 954.234619
	Iteration 43Q: 3 clusters Score -2154640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2154639.750000 Penalty: 954.234619
	Iteration 44Q: 3 clusters Score -2154640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2154640.000000 Penalty: 954.234619
	Iteration 45Q: 3 clusters Score -2154640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2154642.000000 Penalty: 954.234619
	Iteration 46Q: 3 clusters Score -2154642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2154645.750000 Penalty: 954.234619
	Iteration 47Q: 3 clusters Score -2154646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2154645.750000 Penalty: 954.234619
	Iteration 48Q: 3 clusters Score -2154646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2154645.750000 Penalty: 954.234619
	Iteration 49F: 3 clusters Score -2154646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -71017.710938 Penalty: 320.064667
	Iteration 0F: 2 clusters Score -71017.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70146.789062 Penalty: 640.129333
	Iteration 0F: 3 clusters Score -70146.79 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -70425.804688 Penalty: 640.129333
	Iteration 1F: 3 clusters Score -70425.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70471.585938 Penalty: 640.129333
	Iteration 2F: 3 clusters Score -70471.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -70502.656250 Penalty: 640.129333
	Iteration 3Q: 3 clusters Score -70502.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70536.421875 Penalty: 640.129333
	Iteration 4Q: 3 clusters Score -70536.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -70557.609375 Penalty: 640.129333
	Iteration 5Q: 3 clusters Score -70557.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70579.101562 Penalty: 640.129333
	Iteration 6Q: 3 clusters Score -70579.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70600.867188 Penalty: 640.129333
	Iteration 7Q: 3 clusters Score -70600.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70624.351562 Penalty: 640.129333
	Iteration 8Q: 3 clusters Score -70624.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70638.210938 Penalty: 640.129333
	Iteration 9Q: 3 clusters Score -70638.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -70647.789062 Penalty: 640.129333
	Iteration 10Q: 3 clusters Score -70647.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70651.710938 Penalty: 640.129333
	Iteration 11Q: 3 clusters Score -70651.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -70654.617188 Penalty: 640.129333
	Iteration 12Q: 3 clusters Score -70654.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -70659.140625 Penalty: 640.129333
	Iteration 13Q: 3 clusters Score -70659.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70661.054688 Penalty: 640.129333
	Iteration 14Q: 3 clusters Score -70661.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70662.632812 Penalty: 640.129333
	Iteration 15Q: 3 clusters Score -70662.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70664.976562 Penalty: 640.129333
	Iteration 16Q: 3 clusters Score -70664.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70665.734375 Penalty: 640.129333
	Iteration 17Q: 3 clusters Score -70665.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70666.156250 Penalty: 640.129333
	Iteration 18Q: 3 clusters Score -70666.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70666.328125 Penalty: 640.129333
	Iteration 19Q: 3 clusters Score -70666.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70666.328125 Penalty: 640.129333
	Iteration 20F: 3 clusters Score -70666.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Entering Unmasked Estep 
Score: -5064854.000000 Penalty: 514.195251
	Iteration 0F: 2 clusters Score -5064854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5011409.500000 Penalty: 1028.390503
	Iteration 0F: 3 clusters Score -5011410 nChanged 39405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -5035240.000000 Penalty: 1028.390503
	Iteration 1F: 3 clusters Score -5035240 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -5036155.000000 Penalty: 1028.390503
	Iteration 2Q: 3 clusters Score -5036155 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5037707.000000 Penalty: 1028.390503
	Iteration 3Q: 3 clusters Score -5037707 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -5040339.500000 Penalty: 1028.390503
	Iteration 4F: 3 clusters Score -5040340 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -5044798.500000 Penalty: 1028.390503
	Iteration 5F: 3 clusters Score -5044798 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -5050588.000000 Penalty: 1028.390503
	Iteration 6F: 3 clusters Score -5050588 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -5055725.000000 Penalty: 1028.390503
	Iteration 7F: 3 clusters Score -5055725 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -5058507.000000 Penalty: 1028.390503
	Iteration 8Q: 3 clusters Score -5058507 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -5059824.000000 Penalty: 1028.390503
	Iteration 9Q: 3 clusters Score -5059824 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -5060699.000000 Penalty: 1028.390503
	Iteration 10Q: 3 clusters Score -5060699 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -5061316.000000 Penalty: 1028.390503
	Iteration 11Q: 3 clusters Score -5061316 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -5061805.500000 Penalty: 1028.390503
	Iteration 12Q: 3 clusters Score -5061806 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -5062244.000000 Penalty: 1028.390503
	Iteration 13Q: 3 clusters Score -5062244 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -5062549.500000 Penalty: 1028.390503
	Iteration 14Q: 3 clusters Score -5062550 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -5062772.500000 Penalty: 1028.390503
	Iteration 15Q: 3 clusters Score -5062772 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -5062944.500000 Penalty: 1028.390503
	Iteration 16Q: 3 clusters Score -5062944 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -5063088.000000 Penalty: 1028.390503
	Iteration 17Q: 3 clusters Score -5063088 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -5063247.000000 Penalty: 1028.390503
	Iteration 18Q: 3 clusters Score -5063247 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -5063424.000000 Penalty: 1028.390503
	Iteration 19Q: 3 clusters Score -5063424 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -5063497.000000 Penalty: 1028.390503
	Iteration 20F: 3 clusters Score -5063497 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -5063592.000000 Penalty: 1028.390503
	Iteration 21Q: 3 clusters Score -5063592 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -5063660.000000 Penalty: 1028.390503
	Iteration 22Q: 3 clusters Score -5063660 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -5063730.500000 Penalty: 1028.390503
	Iteration 23Q: 3 clusters Score -5063730 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -5063789.500000 Penalty: 1028.390503
	Iteration 24Q: 3 clusters Score -5063790 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -5063845.500000 Penalty: 1028.390503
	Iteration 25Q: 3 clusters Score -5063846 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -5063892.000000 Penalty: 1028.390503
	Iteration 26Q: 3 clusters Score -5063892 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -5063929.500000 Penalty: 1028.390503
	Iteration 27Q: 3 clusters Score -5063930 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -5063971.500000 Penalty: 1028.390503
	Iteration 28Q: 3 clusters Score -5063972 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -5063980.500000 Penalty: 1028.390503
	Iteration 29Q: 3 clusters Score -5063980 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -5064009.000000 Penalty: 1028.390503
	Iteration 30Q: 3 clusters Score -5064009 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -5064043.000000 Penalty: 1028.390503
	Iteration 31Q: 3 clusters Score -5064043 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -5064094.500000 Penalty: 1028.390503
	Iteration 32Q: 3 clusters Score -5064094 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -5064072.000000 Penalty: 1028.390503
	Iteration 33Q: 3 clusters Score -5064072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -5064070.500000 Penalty: 1028.390503
	Iteration 34Q: 3 clusters Score -5064070 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -5064116.500000 Penalty: 1028.390503
	Iteration 35Q: 3 clusters Score -5064116 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -5064115.000000 Penalty: 1028.390503
	Iteration 36Q: 3 clusters Score -5064115 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -5064115.000000 Penalty: 1028.390503
	Iteration 37Q: 3 clusters Score -5064115 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -5064107.000000 Penalty: 1028.390503
	Iteration 38Q: 3 clusters Score -5064107 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -5064140.000000 Penalty: 1028.390503
	Iteration 39Q: 3 clusters Score -5064140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -5064160.500000 Penalty: 1028.390503
	Iteration 40F: 3 clusters Score -5064160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -5064165.000000 Penalty: 1028.390503
	Iteration 41Q: 3 clusters Score -5064165 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -5064163.000000 Penalty: 1028.390503
	Iteration 42Q: 3 clusters Score -5064163 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -5064191.500000 Penalty: 1028.390503
	Iteration 43Q: 3 clusters Score -5064192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -5064194.500000 Penalty: 1028.390503
	Iteration 44Q: 3 clusters Score -5064194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -5064216.000000 Penalty: 1028.390503
	Iteration 45Q: 3 clusters Score -5064216 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -5064229.000000 Penalty: 1028.390503
	Iteration 46Q: 3 clusters Score -5064229 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -5064217.500000 Penalty: 1028.390503
	Iteration 47Q: 3 clusters Score -5064218 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -5064224.500000 Penalty: 1028.390503
	Iteration 48Q: 3 clusters Score -5064224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -5064240.000000 Penalty: 1028.390503
	Iteration 49Q: 3 clusters Score -5064240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -5064299.500000 Penalty: 1028.390503
	Iteration 50Q: 3 clusters Score -5064300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -5064310.000000 Penalty: 1028.390503
	Iteration 51Q: 3 clusters Score -5064310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -5064323.000000 Penalty: 1028.390503
	Iteration 52Q: 3 clusters Score -5064323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -5064351.000000 Penalty: 1028.390503
	Iteration 53Q: 3 clusters Score -5064351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -5064380.000000 Penalty: 1028.390503
	Iteration 54Q: 3 clusters Score -5064380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -5064377.500000 Penalty: 1028.390503
	Iteration 55Q: 3 clusters Score -5064378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -5064375.500000 Penalty: 1028.390503
	Iteration 56Q: 3 clusters Score -5064376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -5064407.500000 Penalty: 1028.390503
	Iteration 57Q: 3 clusters Score -5064408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -5064412.000000 Penalty: 1028.390503
	Iteration 58Q: 3 clusters Score -5064412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -5064418.500000 Penalty: 1028.390503
	Iteration 59Q: 3 clusters Score -5064418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -5064437.000000 Penalty: 1028.390503
	Iteration 60F: 3 clusters Score -5064437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -5064441.500000 Penalty: 1028.390503
	Iteration 61Q: 3 clusters Score -5064442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -5064427.000000 Penalty: 1028.390503
	Iteration 62Q: 3 clusters Score -5064427 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -5064415.000000 Penalty: 1028.390503
	Iteration 63Q: 3 clusters Score -5064415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -5064414.000000 Penalty: 1028.390503
	Iteration 64Q: 3 clusters Score -5064414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -5064419.000000 Penalty: 1028.390503
	Iteration 65Q: 3 clusters Score -5064419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -5064434.000000 Penalty: 1028.390503
	Iteration 66Q: 3 clusters Score -5064434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -5064439.000000 Penalty: 1028.390503
	Iteration 67Q: 3 clusters Score -5064439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -5064462.000000 Penalty: 1028.390503
	Iteration 68Q: 3 clusters Score -5064462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -5064466.500000 Penalty: 1028.390503
	Iteration 69Q: 3 clusters Score -5064466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -5064470.500000 Penalty: 1028.390503
	Iteration 70Q: 3 clusters Score -5064470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -5064469.000000 Penalty: 1028.390503
	Iteration 71Q: 3 clusters Score -5064469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -5064461.000000 Penalty: 1028.390503
	Iteration 72Q: 3 clusters Score -5064461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -5064468.000000 Penalty: 1028.390503
	Iteration 73Q: 3 clusters Score -5064468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -5064475.000000 Penalty: 1028.390503
	Iteration 74Q: 3 clusters Score -5064475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -5064480.500000 Penalty: 1028.390503
	Iteration 75Q: 3 clusters Score -5064480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -5064487.500000 Penalty: 1028.390503
	Iteration 76Q: 3 clusters Score -5064488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -5064485.500000 Penalty: 1028.390503
	Iteration 77Q: 3 clusters Score -5064486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -5064487.000000 Penalty: 1028.390503
	Iteration 78Q: 3 clusters Score -5064487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -5064484.000000 Penalty: 1028.390503
	Iteration 79Q: 3 clusters Score -5064484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -5064488.500000 Penalty: 1028.390503
	Iteration 80F: 3 clusters Score -5064488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -5064489.000000 Penalty: 1028.390503
	Iteration 81Q: 3 clusters Score -5064489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -5064491.000000 Penalty: 1028.390503
	Iteration 82Q: 3 clusters Score -5064491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -5064499.000000 Penalty: 1028.390503
	Iteration 83Q: 3 clusters Score -5064499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -5064494.500000 Penalty: 1028.390503
	Iteration 84Q: 3 clusters Score -5064494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -5064501.500000 Penalty: 1028.390503
	Iteration 85Q: 3 clusters Score -5064502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -5064506.000000 Penalty: 1028.390503
	Iteration 86Q: 3 clusters Score -5064506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -5064501.000000 Penalty: 1028.390503
	Iteration 87Q: 3 clusters Score -5064501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -5064502.500000 Penalty: 1028.390503
	Iteration 88Q: 3 clusters Score -5064502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -5064510.500000 Penalty: 1028.390503
	Iteration 89Q: 3 clusters Score -5064510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -5064514.500000 Penalty: 1028.390503
	Iteration 90Q: 3 clusters Score -5064514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -5064511.500000 Penalty: 1028.390503
	Iteration 91Q: 3 clusters Score -5064512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -5064506.500000 Penalty: 1028.390503
	Iteration 92Q: 3 clusters Score -5064506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -5064506.000000 Penalty: 1028.390503
	Iteration 93Q: 3 clusters Score -5064506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -5064505.000000 Penalty: 1028.390503
	Iteration 94Q: 3 clusters Score -5064505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -5064503.500000 Penalty: 1028.390503
	Iteration 95Q: 3 clusters Score -5064504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -5064504.500000 Penalty: 1028.390503
	Iteration 96Q: 3 clusters Score -5064504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -5064504.000000 Penalty: 1028.390503
	Iteration 97Q: 3 clusters Score -5064504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -5064504.000000 Penalty: 1028.390503
	Iteration 98F: 3 clusters Score -5064504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -111722.375000 Penalty: 344.945038
	Iteration 0F: 2 clusters Score -111722.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -110307.281250 Penalty: 689.890076
	Iteration 0F: 3 clusters Score -110307.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -110864.265625 Penalty: 689.890076
	Iteration 1F: 3 clusters Score -110864.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -110991.609375 Penalty: 689.890076
	Iteration 2F: 3 clusters Score -110991.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -111082.453125 Penalty: 689.890076
	Iteration 3F: 3 clusters Score -111082.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -111122.375000 Penalty: 689.890076
	Iteration 4Q: 3 clusters Score -111122.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -111160.007812 Penalty: 689.890076
	Iteration 5Q: 3 clusters Score -111160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -111189.945312 Penalty: 689.890076
	Iteration 6Q: 3 clusters Score -111189.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -111214.312500 Penalty: 689.890076
	Iteration 7Q: 3 clusters Score -111214.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -111229.031250 Penalty: 689.890076
	Iteration 8Q: 3 clusters Score -111229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -111243.882812 Penalty: 689.890076
	Iteration 9Q: 3 clusters Score -111243.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -111258.523438 Penalty: 689.890076
	Iteration 10Q: 3 clusters Score -111258.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -111280.382812 Penalty: 689.890076
	Iteration 11Q: 3 clusters Score -111280.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -111308.812500 Penalty: 689.890076
	Iteration 12Q: 3 clusters Score -111308.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -111339.898438 Penalty: 689.890076
	Iteration 13Q: 3 clusters Score -111339.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -111367.164062 Penalty: 689.890076
	Iteration 14Q: 3 clusters Score -111367.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -111391.867188 Penalty: 689.890076
	Iteration 15Q: 3 clusters Score -111391.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -111410.757812 Penalty: 689.890076
	Iteration 16Q: 3 clusters Score -111410.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -111420.929688 Penalty: 689.890076
	Iteration 17Q: 3 clusters Score -111420.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -111426.835938 Penalty: 689.890076
	Iteration 18Q: 3 clusters Score -111426.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -111437.914062 Penalty: 689.890076
	Iteration 19Q: 3 clusters Score -111437.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -111444.351562 Penalty: 689.890076
	Iteration 20F: 3 clusters Score -111444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -111448.335938 Penalty: 689.890076
	Iteration 21Q: 3 clusters Score -111448.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -111453.992188 Penalty: 689.890076
	Iteration 22Q: 3 clusters Score -111454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -111460.687500 Penalty: 689.890076
	Iteration 23Q: 3 clusters Score -111460.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -111468.257812 Penalty: 689.890076
	Iteration 24Q: 3 clusters Score -111468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -111470.843750 Penalty: 689.890076
	Iteration 25Q: 3 clusters Score -111470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -111474.554688 Penalty: 689.890076
	Iteration 26Q: 3 clusters Score -111474.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -111479.414062 Penalty: 689.890076
	Iteration 27Q: 3 clusters Score -111479.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -111482.070312 Penalty: 689.890076
	Iteration 28Q: 3 clusters Score -111482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -111486.609375 Penalty: 689.890076
	Iteration 29Q: 3 clusters Score -111486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -111490.054688 Penalty: 689.890076
	Iteration 30Q: 3 clusters Score -111490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -111492.203125 Penalty: 689.890076
	Iteration 31Q: 3 clusters Score -111492.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -111494.921875 Penalty: 689.890076
	Iteration 32Q: 3 clusters Score -111494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -111499.093750 Penalty: 689.890076
	Iteration 33Q: 3 clusters Score -111499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -111500.734375 Penalty: 689.890076
	Iteration 34Q: 3 clusters Score -111500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -111504.234375 Penalty: 689.890076
	Iteration 35Q: 3 clusters Score -111504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -111506.789062 Penalty: 689.890076
	Iteration 36Q: 3 clusters Score -111506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -111508.328125 Penalty: 689.890076
	Iteration 37Q: 3 clusters Score -111508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -111508.953125 Penalty: 689.890076
	Iteration 38Q: 3 clusters Score -111509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -111509.257812 Penalty: 689.890076
	Iteration 39Q: 3 clusters Score -111509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -111509.468750 Penalty: 689.890076
	Iteration 40F: 3 clusters Score -111509.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -142993.812500 Penalty: 356.716339
	Iteration 0F: 2 clusters Score -142993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -141239.109375 Penalty: 713.432678
	Iteration 0F: 3 clusters Score -141239.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -141841.031250 Penalty: 713.432678
	Iteration 1F: 3 clusters Score -141841 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -141960.546875 Penalty: 713.432678
	Iteration 2F: 3 clusters Score -141960.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -142081.093750 Penalty: 713.432678
	Iteration 3F: 3 clusters Score -142081.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -142199.671875 Penalty: 713.432678
	Iteration 4F: 3 clusters Score -142199.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -142287.234375 Penalty: 713.432678
	Iteration 5F: 3 clusters Score -142287.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -142362.125000 Penalty: 713.432678
	Iteration 6Q: 3 clusters Score -142362.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -142440.312500 Penalty: 713.432678
	Iteration 7Q: 3 clusters Score -142440.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -142495.312500 Penalty: 713.432678
	Iteration 8Q: 3 clusters Score -142495.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -142530.609375 Penalty: 713.432678
	Iteration 9Q: 3 clusters Score -142530.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -142560.500000 Penalty: 713.432678
	Iteration 10Q: 3 clusters Score -142560.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -142580.218750 Penalty: 713.432678
	Iteration 11Q: 3 clusters Score -142580.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -142591.796875 Penalty: 713.432678
	Iteration 12Q: 3 clusters Score -142591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -142602.562500 Penalty: 713.432678
	Iteration 13Q: 3 clusters Score -142602.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -142612.015625 Penalty: 713.432678
	Iteration 14Q: 3 clusters Score -142612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -142619.828125 Penalty: 713.432678
	Iteration 15Q: 3 clusters Score -142619.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -142629.265625 Penalty: 713.432678
	Iteration 16Q: 3 clusters Score -142629.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -142636.593750 Penalty: 713.432678
	Iteration 17Q: 3 clusters Score -142636.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -142645.234375 Penalty: 713.432678
	Iteration 18Q: 3 clusters Score -142645.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -142651.437500 Penalty: 713.432678
	Iteration 19Q: 3 clusters Score -142651.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -142655.593750 Penalty: 713.432678
	Iteration 20F: 3 clusters Score -142655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -142658.296875 Penalty: 713.432678
	Iteration 21Q: 3 clusters Score -142658.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -142661.656250 Penalty: 713.432678
	Iteration 22Q: 3 clusters Score -142661.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -142665.328125 Penalty: 713.432678
	Iteration 23Q: 3 clusters Score -142665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -142668.078125 Penalty: 713.432678
	Iteration 24Q: 3 clusters Score -142668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -142671.671875 Penalty: 713.432678
	Iteration 25Q: 3 clusters Score -142671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -142673.750000 Penalty: 713.432678
	Iteration 26Q: 3 clusters Score -142673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -142675.015625 Penalty: 713.432678
	Iteration 27Q: 3 clusters Score -142675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -142676.218750 Penalty: 713.432678
	Iteration 28Q: 3 clusters Score -142676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -142678.578125 Penalty: 713.432678
	Iteration 29Q: 3 clusters Score -142678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -142681.281250 Penalty: 713.432678
	Iteration 30Q: 3 clusters Score -142681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -142682.593750 Penalty: 713.432678
	Iteration 31Q: 3 clusters Score -142682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -142683.578125 Penalty: 713.432678
	Iteration 32Q: 3 clusters Score -142683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -142684.031250 Penalty: 713.432678
	Iteration 33Q: 3 clusters Score -142684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -142684.265625 Penalty: 713.432678
	Iteration 34Q: 3 clusters Score -142684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -142684.671875 Penalty: 713.432678
	Iteration 35Q: 3 clusters Score -142684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -142684.781250 Penalty: 713.432678
	Iteration 36Q: 3 clusters Score -142684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -142685.546875 Penalty: 713.432678
	Iteration 37Q: 3 clusters Score -142685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -142686.515625 Penalty: 713.432678
	Iteration 38Q: 3 clusters Score -142686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -142687.593750 Penalty: 713.432678
	Iteration 39Q: 3 clusters Score -142687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -142688.515625 Penalty: 713.432678
	Iteration 40F: 3 clusters Score -142688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -142689.984375 Penalty: 713.432678
	Iteration 41Q: 3 clusters Score -142690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -142691.531250 Penalty: 713.432678
	Iteration 42Q: 3 clusters Score -142691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -142693.109375 Penalty: 713.432678
	Iteration 43Q: 3 clusters Score -142693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -142694.406250 Penalty: 713.432678
	Iteration 44Q: 3 clusters Score -142694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -142696.640625 Penalty: 713.432678
	Iteration 45Q: 3 clusters Score -142696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -142698.281250 Penalty: 713.432678
	Iteration 46Q: 3 clusters Score -142698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -142698.656250 Penalty: 713.432678
	Iteration 47Q: 3 clusters Score -142698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -142699.375000 Penalty: 713.432678
	Iteration 48Q: 3 clusters Score -142699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -142700.593750 Penalty: 713.432678
	Iteration 49Q: 3 clusters Score -142700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -142703.296875 Penalty: 713.432678
	Iteration 50Q: 3 clusters Score -142703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -142706.562500 Penalty: 713.432678
	Iteration 51Q: 3 clusters Score -142706.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -142710.031250 Penalty: 713.432678
	Iteration 52Q: 3 clusters Score -142710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -142713.109375 Penalty: 713.432678
	Iteration 53Q: 3 clusters Score -142713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -142714.781250 Penalty: 713.432678
	Iteration 54Q: 3 clusters Score -142714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -142716.031250 Penalty: 713.432678
	Iteration 55Q: 3 clusters Score -142716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -142717.140625 Penalty: 713.432678
	Iteration 56Q: 3 clusters Score -142717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -142717.828125 Penalty: 713.432678
	Iteration 57Q: 3 clusters Score -142717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -142718.015625 Penalty: 713.432678
	Iteration 58Q: 3 clusters Score -142718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -142718.015625 Penalty: 713.432678
	Iteration 59F: 3 clusters Score -142718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -327412.906250 Penalty: 392.099945
	Iteration 0F: 2 clusters Score -327412.9 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 2711 members 
Entering Unmasked Estep 
Score: -323715.875000 Penalty: 784.199890
	Iteration 0F: 3 clusters Score -323715.9 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -325146.812500 Penalty: 784.199890
	Iteration 1F: 3 clusters Score -325146.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -325326.750000 Penalty: 784.199890
	Iteration 2F: 3 clusters Score -325326.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -325529.750000 Penalty: 784.199890
	Iteration 3F: 3 clusters Score -325529.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -325799.593750 Penalty: 784.199890
	Iteration 4F: 3 clusters Score -325799.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -326119.375000 Penalty: 784.199890
	Iteration 5F: 3 clusters Score -326119.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -326381.718750 Penalty: 784.199890
	Iteration 6F: 3 clusters Score -326381.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -326556.531250 Penalty: 784.199890
	Iteration 7Q: 3 clusters Score -326556.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -326674.906250 Penalty: 784.199890
	Iteration 8Q: 3 clusters Score -326674.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -326751.781250 Penalty: 784.199890
	Iteration 9Q: 3 clusters Score -326751.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -326813.343750 Penalty: 784.199890
	Iteration 10Q: 3 clusters Score -326813.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -326855.656250 Penalty: 784.199890
	Iteration 11Q: 3 clusters Score -326855.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -326878.312500 Penalty: 784.199890
	Iteration 12Q: 3 clusters Score -326878.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -326891.187500 Penalty: 784.199890
	Iteration 13Q: 3 clusters Score -326891.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -326902.687500 Penalty: 784.199890
	Iteration 14Q: 3 clusters Score -326902.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -326914.406250 Penalty: 784.199890
	Iteration 15Q: 3 clusters Score -326914.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -326923.500000 Penalty: 784.199890
	Iteration 16Q: 3 clusters Score -326923.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -326929.000000 Penalty: 784.199890
	Iteration 17Q: 3 clusters Score -326929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -326937.875000 Penalty: 784.199890
	Iteration 18Q: 3 clusters Score -326937.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -326946.812500 Penalty: 784.199890
	Iteration 19Q: 3 clusters Score -326946.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -326956.718750 Penalty: 784.199890
	Iteration 20F: 3 clusters Score -326956.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -326964.500000 Penalty: 784.199890
	Iteration 21Q: 3 clusters Score -326964.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -326970.375000 Penalty: 784.199890
	Iteration 22Q: 3 clusters Score -326970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -326974.281250 Penalty: 784.199890
	Iteration 23Q: 3 clusters Score -326974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -326976.468750 Penalty: 784.199890
	Iteration 24Q: 3 clusters Score -326976.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -326977.531250 Penalty: 784.199890
	Iteration 25Q: 3 clusters Score -326977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -326978.875000 Penalty: 784.199890
	Iteration 26Q: 3 clusters Score -326978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -326979.750000 Penalty: 784.199890
	Iteration 27Q: 3 clusters Score -326979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -326980.093750 Penalty: 784.199890
	Iteration 28Q: 3 clusters Score -326980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -326980.750000 Penalty: 784.199890
	Iteration 29Q: 3 clusters Score -326980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -326981.593750 Penalty: 784.199890
	Iteration 30Q: 3 clusters Score -326981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -326983.125000 Penalty: 784.199890
	Iteration 31Q: 3 clusters Score -326983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -326984.937500 Penalty: 784.199890
	Iteration 32Q: 3 clusters Score -326984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -326985.781250 Penalty: 784.199890
	Iteration 33Q: 3 clusters Score -326985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -326987.250000 Penalty: 784.199890
	Iteration 34Q: 3 clusters Score -326987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -326988.312500 Penalty: 784.199890
	Iteration 35Q: 3 clusters Score -326988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -326989.250000 Penalty: 784.199890
	Iteration 36Q: 3 clusters Score -326989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -326990.437500 Penalty: 784.199890
	Iteration 37Q: 3 clusters Score -326990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -326990.687500 Penalty: 784.199890
	Iteration 38Q: 3 clusters Score -326990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -326990.812500 Penalty: 784.199890
	Iteration 39Q: 3 clusters Score -326990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -326991.906250 Penalty: 784.199890
	Iteration 40F: 3 clusters Score -326991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -326991.562500 Penalty: 784.199890
	Iteration 41Q: 3 clusters Score -326991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -326993.781250 Penalty: 784.199890
	Iteration 42Q: 3 clusters Score -326993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -326994.156250 Penalty: 784.199890
	Iteration 43Q: 3 clusters Score -326994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -326994.625000 Penalty: 784.199890
	Iteration 44Q: 3 clusters Score -326994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -326995.218750 Penalty: 784.199890
	Iteration 45Q: 3 clusters Score -326995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -326995.656250 Penalty: 784.199890
	Iteration 46Q: 3 clusters Score -326995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -326996.812500 Penalty: 784.199890
	Iteration 47Q: 3 clusters Score -326996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -326997.562500 Penalty: 784.199890
	Iteration 48Q: 3 clusters Score -326997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -326998.750000 Penalty: 784.199890
	Iteration 49Q: 3 clusters Score -326998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -327000.156250 Penalty: 784.199890
	Iteration 50Q: 3 clusters Score -327000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -327003.468750 Penalty: 784.199890
	Iteration 51Q: 3 clusters Score -327003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -327005.812500 Penalty: 784.199890
	Iteration 52Q: 3 clusters Score -327005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -327007.593750 Penalty: 784.199890
	Iteration 53Q: 3 clusters Score -327007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -327008.562500 Penalty: 784.199890
	Iteration 54Q: 3 clusters Score -327008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -327009.812500 Penalty: 784.199890
	Iteration 55Q: 3 clusters Score -327009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -327011.437500 Penalty: 784.199890
	Iteration 56Q: 3 clusters Score -327011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -327012.343750 Penalty: 784.199890
	Iteration 57Q: 3 clusters Score -327012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -327014.250000 Penalty: 784.199890
	Iteration 58Q: 3 clusters Score -327014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -327017.468750 Penalty: 784.199890
	Iteration 59Q: 3 clusters Score -327017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -327020.093750 Penalty: 784.199890
	Iteration 60F: 3 clusters Score -327020.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -327023.718750 Penalty: 784.199890
	Iteration 61Q: 3 clusters Score -327023.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -327025.625000 Penalty: 784.199890
	Iteration 62Q: 3 clusters Score -327025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -327027.468750 Penalty: 784.199890
	Iteration 63Q: 3 clusters Score -327027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -327029.093750 Penalty: 784.199890
	Iteration 64Q: 3 clusters Score -327029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -327029.781250 Penalty: 784.199890
	Iteration 65Q: 3 clusters Score -327029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -327031.468750 Penalty: 784.199890
	Iteration 66Q: 3 clusters Score -327031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -327032.781250 Penalty: 784.199890
	Iteration 67Q: 3 clusters Score -327032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -327033.093750 Penalty: 784.199890
	Iteration 68Q: 3 clusters Score -327033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -327033.406250 Penalty: 784.199890
	Iteration 69Q: 3 clusters Score -327033.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -327035.781250 Penalty: 784.199890
	Iteration 70Q: 3 clusters Score -327035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -327039.218750 Penalty: 784.199890
	Iteration 71Q: 3 clusters Score -327039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -327042.406250 Penalty: 784.199890
	Iteration 72Q: 3 clusters Score -327042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -327046.062500 Penalty: 784.199890
	Iteration 73Q: 3 clusters Score -327046.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -327052.093750 Penalty: 784.199890
	Iteration 74Q: 3 clusters Score -327052.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -327058.562500 Penalty: 784.199890
	Iteration 75Q: 3 clusters Score -327058.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -327062.937500 Penalty: 784.199890
	Iteration 76Q: 3 clusters Score -327062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -327068.250000 Penalty: 784.199890
	Iteration 77Q: 3 clusters Score -327068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -327072.500000 Penalty: 784.199890
	Iteration 78Q: 3 clusters Score -327072.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -327076.406250 Penalty: 784.199890
	Iteration 79Q: 3 clusters Score -327076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -327079.593750 Penalty: 784.199890
	Iteration 80F: 3 clusters Score -327079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -327084.156250 Penalty: 784.199890
	Iteration 81Q: 3 clusters Score -327084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -327086.500000 Penalty: 784.199890
	Iteration 82Q: 3 clusters Score -327086.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -327089.281250 Penalty: 784.199890
	Iteration 83Q: 3 clusters Score -327089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -327091.343750 Penalty: 784.199890
	Iteration 84Q: 3 clusters Score -327091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -327092.750000 Penalty: 784.199890
	Iteration 85Q: 3 clusters Score -327092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -327093.031250 Penalty: 784.199890
	Iteration 86Q: 3 clusters Score -327093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -327093.562500 Penalty: 784.199890
	Iteration 87Q: 3 clusters Score -327093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -327093.875000 Penalty: 784.199890
	Iteration 88Q: 3 clusters Score -327093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -327093.875000 Penalty: 784.199890
	Iteration 89F: 3 clusters Score -327093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Entering Unmasked Estep 
Score: -2807394.500000 Penalty: 486.098236
	Iteration 0F: 2 clusters Score -2807394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2778420.250000 Penalty: 972.196472
	Iteration 0F: 3 clusters Score -2778420 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2791883.750000 Penalty: 972.196472
	Iteration 1F: 3 clusters Score -2791884 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -2793649.750000 Penalty: 972.196472
	Iteration 2F: 3 clusters Score -2793650 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -2796337.000000 Penalty: 972.196472
	Iteration 3F: 3 clusters Score -2796337 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -2799646.500000 Penalty: 972.196472
	Iteration 4F: 3 clusters Score -2799646 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -2802563.000000 Penalty: 972.196472
	Iteration 5F: 3 clusters Score -2802563 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -2804262.750000 Penalty: 972.196472
	Iteration 6Q: 3 clusters Score -2804263 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -2805135.000000 Penalty: 972.196472
	Iteration 7Q: 3 clusters Score -2805135 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -2805622.750000 Penalty: 972.196472
	Iteration 8Q: 3 clusters Score -2805623 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -2805974.750000 Penalty: 972.196472
	Iteration 9Q: 3 clusters Score -2805975 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2806235.750000 Penalty: 972.196472
	Iteration 10Q: 3 clusters Score -2806236 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -2806416.750000 Penalty: 972.196472
	Iteration 11Q: 3 clusters Score -2806417 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -2806566.250000 Penalty: 972.196472
	Iteration 12Q: 3 clusters Score -2806566 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -2806692.250000 Penalty: 972.196472
	Iteration 13Q: 3 clusters Score -2806692 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -2806788.000000 Penalty: 972.196472
	Iteration 14Q: 3 clusters Score -2806788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -2806848.000000 Penalty: 972.196472
	Iteration 15Q: 3 clusters Score -2806848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -2806909.750000 Penalty: 972.196472
	Iteration 16Q: 3 clusters Score -2806910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -2806945.000000 Penalty: 972.196472
	Iteration 17Q: 3 clusters Score -2806945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -2806969.000000 Penalty: 972.196472
	Iteration 18Q: 3 clusters Score -2806969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -2806989.250000 Penalty: 972.196472
	Iteration 19Q: 3 clusters Score -2806989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -2807000.000000 Penalty: 972.196472
	Iteration 20F: 3 clusters Score -2807000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -2807007.250000 Penalty: 972.196472
	Iteration 21Q: 3 clusters Score -2807007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -2807011.500000 Penalty: 972.196472
	Iteration 22Q: 3 clusters Score -2807012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -2807019.500000 Penalty: 972.196472
	Iteration 23Q: 3 clusters Score -2807020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -2807018.000000 Penalty: 972.196472
	Iteration 24Q: 3 clusters Score -2807018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -2807023.750000 Penalty: 972.196472
	Iteration 25Q: 3 clusters Score -2807024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -2807023.000000 Penalty: 972.196472
	Iteration 26Q: 3 clusters Score -2807023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -2807029.000000 Penalty: 972.196472
	Iteration 27Q: 3 clusters Score -2807029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -2807026.250000 Penalty: 972.196472
	Iteration 28Q: 3 clusters Score -2807026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -2807026.750000 Penalty: 972.196472
	Iteration 29Q: 3 clusters Score -2807027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -2807028.500000 Penalty: 972.196472
	Iteration 30Q: 3 clusters Score -2807028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -2807031.250000 Penalty: 972.196472
	Iteration 31Q: 3 clusters Score -2807031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -2807038.500000 Penalty: 972.196472
	Iteration 32Q: 3 clusters Score -2807038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -2807036.750000 Penalty: 972.196472
	Iteration 33Q: 3 clusters Score -2807037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -2807042.750000 Penalty: 972.196472
	Iteration 34Q: 3 clusters Score -2807043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -2807044.750000 Penalty: 972.196472
	Iteration 35Q: 3 clusters Score -2807045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -2807046.750000 Penalty: 972.196472
	Iteration 36Q: 3 clusters Score -2807047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -2807046.000000 Penalty: 972.196472
	Iteration 37Q: 3 clusters Score -2807046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -2807048.000000 Penalty: 972.196472
	Iteration 38Q: 3 clusters Score -2807048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -2807047.000000 Penalty: 972.196472
	Iteration 39Q: 3 clusters Score -2807047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -2807047.500000 Penalty: 972.196472
	Iteration 40F: 3 clusters Score -2807048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -2807052.000000 Penalty: 972.196472
	Iteration 41Q: 3 clusters Score -2807052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -2807051.000000 Penalty: 972.196472
	Iteration 42Q: 3 clusters Score -2807051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -2807049.750000 Penalty: 972.196472
	Iteration 43Q: 3 clusters Score -2807050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -2807049.750000 Penalty: 972.196472
	Iteration 44Q: 3 clusters Score -2807050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -2807053.000000 Penalty: 972.196472
	Iteration 45Q: 3 clusters Score -2807053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -2807053.250000 Penalty: 972.196472
	Iteration 46Q: 3 clusters Score -2807053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -2807053.250000 Penalty: 972.196472
	Iteration 47Q: 3 clusters Score -2807053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -2807051.500000 Penalty: 972.196472
	Iteration 48Q: 3 clusters Score -2807052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -2807052.500000 Penalty: 972.196472
	Iteration 49Q: 3 clusters Score -2807052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -2807053.750000 Penalty: 972.196472
	Iteration 50Q: 3 clusters Score -2807054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -2807052.750000 Penalty: 972.196472
	Iteration 51Q: 3 clusters Score -2807053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -2807056.250000 Penalty: 972.196472
	Iteration 52Q: 3 clusters Score -2807056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -2807055.500000 Penalty: 972.196472
	Iteration 53Q: 3 clusters Score -2807056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -2807055.750000 Penalty: 972.196472
	Iteration 54Q: 3 clusters Score -2807056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -2807055.750000 Penalty: 972.196472
	Iteration 55F: 3 clusters Score -2807056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Entering Unmasked Estep 
Score: -2805923.750000 Penalty: 485.091217
	Iteration 0F: 2 clusters Score -2805924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2779030.250000 Penalty: 970.182434
	Iteration 0F: 3 clusters Score -2779030 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2791834.500000 Penalty: 970.182434
	Iteration 1F: 3 clusters Score -2791834 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2793004.500000 Penalty: 970.182434
	Iteration 2F: 3 clusters Score -2793004 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2794883.000000 Penalty: 970.182434
	Iteration 3F: 3 clusters Score -2794883 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2797754.500000 Penalty: 970.182434
	Iteration 4F: 3 clusters Score -2797754 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2801421.250000 Penalty: 970.182434
	Iteration 5F: 3 clusters Score -2801421 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2804033.000000 Penalty: 970.182434
	Iteration 6F: 3 clusters Score -2804033 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2805069.500000 Penalty: 970.182434
	Iteration 7Q: 3 clusters Score -2805070 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2805402.500000 Penalty: 970.182434
	Iteration 8Q: 3 clusters Score -2805402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2805497.500000 Penalty: 970.182434
	Iteration 9Q: 3 clusters Score -2805498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2805505.750000 Penalty: 970.182434
	Iteration 10Q: 3 clusters Score -2805506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2805508.500000 Penalty: 970.182434
	Iteration 11Q: 3 clusters Score -2805508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2805508.500000 Penalty: 970.182434
	Iteration 12Q: 3 clusters Score -2805508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2805506.750000 Penalty: 970.182434
	Iteration 13Q: 3 clusters Score -2805507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2805513.250000 Penalty: 970.182434
	Iteration 14Q: 3 clusters Score -2805513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2805511.250000 Penalty: 970.182434
	Iteration 15Q: 3 clusters Score -2805511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2805516.500000 Penalty: 970.182434
	Iteration 16Q: 3 clusters Score -2805516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2805522.500000 Penalty: 970.182434
	Iteration 17Q: 3 clusters Score -2805522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2805522.500000 Penalty: 970.182434
	Iteration 18F: 3 clusters Score -2805522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Entering Unmasked Estep 
Score: -2715556.500000 Penalty: 483.309235
	Iteration 0F: 2 clusters Score -2715556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2688977.250000 Penalty: 966.618469
	Iteration 0F: 3 clusters Score -2688977 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2701166.000000 Penalty: 966.618469
	Iteration 1F: 3 clusters Score -2701166 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2701480.750000 Penalty: 966.618469
	Iteration 2Q: 3 clusters Score -2701481 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2701803.500000 Penalty: 966.618469
	Iteration 3Q: 3 clusters Score -2701804 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2702183.000000 Penalty: 966.618469
	Iteration 4Q: 3 clusters Score -2702183 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2702618.000000 Penalty: 966.618469
	Iteration 5Q: 3 clusters Score -2702618 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2703175.250000 Penalty: 966.618469
	Iteration 6Q: 3 clusters Score -2703175 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2703984.500000 Penalty: 966.618469
	Iteration 7Q: 3 clusters Score -2703984 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2705231.500000 Penalty: 966.618469
	Iteration 8F: 3 clusters Score -2705232 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2706919.750000 Penalty: 966.618469
	Iteration 9F: 3 clusters Score -2706920 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -2708614.500000 Penalty: 966.618469
	Iteration 10F: 3 clusters Score -2708614 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -2709692.500000 Penalty: 966.618469
	Iteration 11F: 3 clusters Score -2709692 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2710261.750000 Penalty: 966.618469
	Iteration 12Q: 3 clusters Score -2710262 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -2710557.750000 Penalty: 966.618469
	Iteration 13Q: 3 clusters Score -2710558 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -2710770.500000 Penalty: 966.618469
	Iteration 14Q: 3 clusters Score -2710770 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -2710953.250000 Penalty: 966.618469
	Iteration 15Q: 3 clusters Score -2710953 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -2711140.000000 Penalty: 966.618469
	Iteration 16Q: 3 clusters Score -2711140 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -2711327.750000 Penalty: 966.618469
	Iteration 17Q: 3 clusters Score -2711328 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -2711552.500000 Penalty: 966.618469
	Iteration 18Q: 3 clusters Score -2711552 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -2711767.750000 Penalty: 966.618469
	Iteration 19Q: 3 clusters Score -2711768 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -2712074.750000 Penalty: 966.618469
	Iteration 20F: 3 clusters Score -2712075 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -2712396.000000 Penalty: 966.618469
	Iteration 21Q: 3 clusters Score -2712396 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -2712759.250000 Penalty: 966.618469
	Iteration 22Q: 3 clusters Score -2712759 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -2713112.750000 Penalty: 966.618469
	Iteration 23Q: 3 clusters Score -2713113 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -2713445.000000 Penalty: 966.618469
	Iteration 24Q: 3 clusters Score -2713445 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -2713796.000000 Penalty: 966.618469
	Iteration 25Q: 3 clusters Score -2713796 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -2714103.250000 Penalty: 966.618469
	Iteration 26Q: 3 clusters Score -2714103 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -2714351.500000 Penalty: 966.618469
	Iteration 27Q: 3 clusters Score -2714352 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -2714529.000000 Penalty: 966.618469
	Iteration 28Q: 3 clusters Score -2714529 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -2714665.000000 Penalty: 966.618469
	Iteration 29Q: 3 clusters Score -2714665 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -2714799.750000 Penalty: 966.618469
	Iteration 30Q: 3 clusters Score -2714800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -2714917.000000 Penalty: 966.618469
	Iteration 31Q: 3 clusters Score -2714917 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -2715028.500000 Penalty: 966.618469
	Iteration 32Q: 3 clusters Score -2715028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -2715074.250000 Penalty: 966.618469
	Iteration 33Q: 3 clusters Score -2715074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2715095.000000 Penalty: 966.618469
	Iteration 34Q: 3 clusters Score -2715095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2715137.500000 Penalty: 966.618469
	Iteration 35Q: 3 clusters Score -2715138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -2715156.500000 Penalty: 966.618469
	Iteration 36Q: 3 clusters Score -2715156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -2715160.500000 Penalty: 966.618469
	Iteration 37Q: 3 clusters Score -2715160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -2715171.500000 Penalty: 966.618469
	Iteration 38Q: 3 clusters Score -2715172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -2715172.250000 Penalty: 966.618469
	Iteration 39Q: 3 clusters Score -2715172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -2715188.000000 Penalty: 966.618469
	Iteration 40F: 3 clusters Score -2715188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -2715194.250000 Penalty: 966.618469
	Iteration 41Q: 3 clusters Score -2715194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -2715192.500000 Penalty: 966.618469
	Iteration 42Q: 3 clusters Score -2715192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -2715192.500000 Penalty: 966.618469
	Iteration 43Q: 3 clusters Score -2715192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -2715192.500000 Penalty: 966.618469
	Iteration 44F: 3 clusters Score -2715192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -304983.406250 Penalty: 387.867737
	Iteration 0F: 2 clusters Score -304983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -301520.062500 Penalty: 775.735474
	Iteration 0F: 3 clusters Score -301520.1 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -302832.187500 Penalty: 775.735474
	Iteration 1F: 3 clusters Score -302832.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -302930.656250 Penalty: 775.735474
	Iteration 2F: 3 clusters Score -302930.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -303031.406250 Penalty: 775.735474
	Iteration 3Q: 3 clusters Score -303031.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -303173.281250 Penalty: 775.735474
	Iteration 4F: 3 clusters Score -303173.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -303384.156250 Penalty: 775.735474
	Iteration 5F: 3 clusters Score -303384.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -303642.062500 Penalty: 775.735474
	Iteration 6F: 3 clusters Score -303642.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -303977.593750 Penalty: 775.735474
	Iteration 7F: 3 clusters Score -303977.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -304280.156250 Penalty: 775.735474
	Iteration 8F: 3 clusters Score -304280.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -304458.031250 Penalty: 775.735474
	Iteration 9Q: 3 clusters Score -304458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -304546.031250 Penalty: 775.735474
	Iteration 10Q: 3 clusters Score -304546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -304590.281250 Penalty: 775.735474
	Iteration 11Q: 3 clusters Score -304590.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -304613.718750 Penalty: 775.735474
	Iteration 12Q: 3 clusters Score -304613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -304625.500000 Penalty: 775.735474
	Iteration 13Q: 3 clusters Score -304625.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -304636.000000 Penalty: 775.735474
	Iteration 14Q: 3 clusters Score -304636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -304640.093750 Penalty: 775.735474
	Iteration 15Q: 3 clusters Score -304640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -304640.531250 Penalty: 775.735474
	Iteration 16Q: 3 clusters Score -304640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -304642.062500 Penalty: 775.735474
	Iteration 17Q: 3 clusters Score -304642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -304642.500000 Penalty: 775.735474
	Iteration 18Q: 3 clusters Score -304642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -304642.500000 Penalty: 775.735474
	Iteration 19F: 3 clusters Score -304642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -486970.562500 Penalty: 404.588776
	Iteration 0F: 2 clusters Score -486970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -482124.531250 Penalty: 809.177551
	Iteration 0F: 3 clusters Score -482124.5 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -483916.062500 Penalty: 809.177551
	Iteration 1F: 3 clusters Score -483916.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -484040.062500 Penalty: 809.177551
	Iteration 2F: 3 clusters Score -484040.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -484124.437500 Penalty: 809.177551
	Iteration 3Q: 3 clusters Score -484124.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -484185.781250 Penalty: 809.177551
	Iteration 4Q: 3 clusters Score -484185.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -484247.781250 Penalty: 809.177551
	Iteration 5Q: 3 clusters Score -484247.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -484310.031250 Penalty: 809.177551
	Iteration 6Q: 3 clusters Score -484310 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -484389.437500 Penalty: 809.177551
	Iteration 7Q: 3 clusters Score -484389.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -484489.437500 Penalty: 809.177551
	Iteration 8Q: 3 clusters Score -484489.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -484611.406250 Penalty: 809.177551
	Iteration 9Q: 3 clusters Score -484611.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -484767.750000 Penalty: 809.177551
	Iteration 10Q: 3 clusters Score -484767.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -484945.250000 Penalty: 809.177551
	Iteration 11Q: 3 clusters Score -484945.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -485161.031250 Penalty: 809.177551
	Iteration 12Q: 3 clusters Score -485161 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -485439.968750 Penalty: 809.177551
	Iteration 13Q: 3 clusters Score -485440 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -485716.718750 Penalty: 809.177551
	Iteration 14Q: 3 clusters Score -485716.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -485896.500000 Penalty: 809.177551
	Iteration 15Q: 3 clusters Score -485896.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -486028.000000 Penalty: 809.177551
	Iteration 16Q: 3 clusters Score -486028 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -486135.281250 Penalty: 809.177551
	Iteration 17Q: 3 clusters Score -486135.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -486232.468750 Penalty: 809.177551
	Iteration 18Q: 3 clusters Score -486232.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -486311.250000 Penalty: 809.177551
	Iteration 19Q: 3 clusters Score -486311.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -486372.593750 Penalty: 809.177551
	Iteration 20F: 3 clusters Score -486372.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -486416.312500 Penalty: 809.177551
	Iteration 21Q: 3 clusters Score -486416.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -486457.812500 Penalty: 809.177551
	Iteration 22Q: 3 clusters Score -486457.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -486491.593750 Penalty: 809.177551
	Iteration 23Q: 3 clusters Score -486491.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -486520.781250 Penalty: 809.177551
	Iteration 24Q: 3 clusters Score -486520.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -486548.906250 Penalty: 809.177551
	Iteration 25Q: 3 clusters Score -486548.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -486579.562500 Penalty: 809.177551
	Iteration 26Q: 3 clusters Score -486579.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -486594.750000 Penalty: 809.177551
	Iteration 27Q: 3 clusters Score -486594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -486601.406250 Penalty: 809.177551
	Iteration 28Q: 3 clusters Score -486601.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -486608.156250 Penalty: 809.177551
	Iteration 29Q: 3 clusters Score -486608.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -486615.500000 Penalty: 809.177551
	Iteration 30Q: 3 clusters Score -486615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -486622.125000 Penalty: 809.177551
	Iteration 31Q: 3 clusters Score -486622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -486630.656250 Penalty: 809.177551
	Iteration 32Q: 3 clusters Score -486630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -486634.156250 Penalty: 809.177551
	Iteration 33Q: 3 clusters Score -486634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -486636.812500 Penalty: 809.177551
	Iteration 34Q: 3 clusters Score -486636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -486638.718750 Penalty: 809.177551
	Iteration 35Q: 3 clusters Score -486638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -486639.718750 Penalty: 809.177551
	Iteration 36Q: 3 clusters Score -486639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -486639.656250 Penalty: 809.177551
	Iteration 37Q: 3 clusters Score -486639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -486640.375000 Penalty: 809.177551
	Iteration 38Q: 3 clusters Score -486640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -486640.375000 Penalty: 809.177551
	Iteration 39F: 3 clusters Score -486640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Entering Unmasked Estep 
Score: -1850942.500000 Penalty: 466.436829
	Iteration 0F: 2 clusters Score -1850942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1832041.250000 Penalty: 932.873657
	Iteration 0F: 3 clusters Score -1832041 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1840268.125000 Penalty: 932.873657
	Iteration 1F: 3 clusters Score -1840268 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1840664.625000 Penalty: 932.873657
	Iteration 2Q: 3 clusters Score -1840665 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1841372.125000 Penalty: 932.873657
	Iteration 3Q: 3 clusters Score -1841372 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1842656.125000 Penalty: 932.873657
	Iteration 4F: 3 clusters Score -1842656 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1844356.875000 Penalty: 932.873657
	Iteration 5F: 3 clusters Score -1844357 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -1846117.375000 Penalty: 932.873657
	Iteration 6F: 3 clusters Score -1846117 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -1847700.375000 Penalty: 932.873657
	Iteration 7F: 3 clusters Score -1847700 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -1848958.375000 Penalty: 932.873657
	Iteration 8F: 3 clusters Score -1848958 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -1849792.875000 Penalty: 932.873657
	Iteration 9Q: 3 clusters Score -1849793 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -1850203.125000 Penalty: 932.873657
	Iteration 10Q: 3 clusters Score -1850203 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -1850411.500000 Penalty: 932.873657
	Iteration 11Q: 3 clusters Score -1850412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1850480.500000 Penalty: 932.873657
	Iteration 12Q: 3 clusters Score -1850480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -1850516.625000 Penalty: 932.873657
	Iteration 13Q: 3 clusters Score -1850517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -1850528.000000 Penalty: 932.873657
	Iteration 14Q: 3 clusters Score -1850528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1850533.375000 Penalty: 932.873657
	Iteration 15Q: 3 clusters Score -1850533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -1850533.000000 Penalty: 932.873657
	Iteration 16Q: 3 clusters Score -1850533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -1850533.000000 Penalty: 932.873657
	Iteration 17F: 3 clusters Score -1850533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -115949.132812 Penalty: 348.449341
	Iteration 0F: 2 clusters Score -115949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -114423.296875 Penalty: 696.898682
	Iteration 0F: 3 clusters Score -114423.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -115066.851562 Penalty: 696.898682
	Iteration 1F: 3 clusters Score -115066.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -115202.437500 Penalty: 696.898682
	Iteration 2F: 3 clusters Score -115202.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -115318.695312 Penalty: 696.898682
	Iteration 3F: 3 clusters Score -115318.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -115427.023438 Penalty: 696.898682
	Iteration 4F: 3 clusters Score -115427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -115518.851562 Penalty: 696.898682
	Iteration 5F: 3 clusters Score -115518.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -115591.968750 Penalty: 696.898682
	Iteration 6Q: 3 clusters Score -115592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -115638.937500 Penalty: 696.898682
	Iteration 7Q: 3 clusters Score -115638.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -115664.695312 Penalty: 696.898682
	Iteration 8Q: 3 clusters Score -115664.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -115679.812500 Penalty: 696.898682
	Iteration 9Q: 3 clusters Score -115679.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115693.304688 Penalty: 696.898682
	Iteration 10Q: 3 clusters Score -115693.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115705.984375 Penalty: 696.898682
	Iteration 11Q: 3 clusters Score -115706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115722.148438 Penalty: 696.898682
	Iteration 12Q: 3 clusters Score -115722.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -115744.890625 Penalty: 696.898682
	Iteration 13Q: 3 clusters Score -115744.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115767.437500 Penalty: 696.898682
	Iteration 14Q: 3 clusters Score -115767.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115788.960938 Penalty: 696.898682
	Iteration 15Q: 3 clusters Score -115789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115814.445312 Penalty: 696.898682
	Iteration 16Q: 3 clusters Score -115814.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -115838.812500 Penalty: 696.898682
	Iteration 17Q: 3 clusters Score -115838.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115863.414062 Penalty: 696.898682
	Iteration 18Q: 3 clusters Score -115863.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115882.210938 Penalty: 696.898682
	Iteration 19Q: 3 clusters Score -115882.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -115894.359375 Penalty: 696.898682
	Iteration 20F: 3 clusters Score -115894.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -115907.187500 Penalty: 696.898682
	Iteration 21Q: 3 clusters Score -115907.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115913.250000 Penalty: 696.898682
	Iteration 22Q: 3 clusters Score -115913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -115915.171875 Penalty: 696.898682
	Iteration 23Q: 3 clusters Score -115915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -115916.562500 Penalty: 696.898682
	Iteration 24Q: 3 clusters Score -115916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -115917.265625 Penalty: 696.898682
	Iteration 25Q: 3 clusters Score -115917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -115918.335938 Penalty: 696.898682
	Iteration 26Q: 3 clusters Score -115918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -115919.726562 Penalty: 696.898682
	Iteration 27Q: 3 clusters Score -115919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -115922.179688 Penalty: 696.898682
	Iteration 28Q: 3 clusters Score -115922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -115922.820312 Penalty: 696.898682
	Iteration 29Q: 3 clusters Score -115922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -115923.507812 Penalty: 696.898682
	Iteration 30Q: 3 clusters Score -115923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -115924.281250 Penalty: 696.898682
	Iteration 31Q: 3 clusters Score -115924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -115924.710938 Penalty: 696.898682
	Iteration 32Q: 3 clusters Score -115924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -115925.140625 Penalty: 696.898682
	Iteration 33Q: 3 clusters Score -115925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -115925.289062 Penalty: 696.898682
	Iteration 34Q: 3 clusters Score -115925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -115925.289062 Penalty: 696.898682
	Iteration 35F: 3 clusters Score -115925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -277200.687500 Penalty: 380.361938
	Iteration 0F: 2 clusters Score -277200.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -274243.937500 Penalty: 760.723877
	Iteration 0F: 3 clusters Score -274243.9 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -275336.656250 Penalty: 760.723877
	Iteration 1F: 3 clusters Score -275336.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -275457.437500 Penalty: 760.723877
	Iteration 2F: 3 clusters Score -275457.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -275590.250000 Penalty: 760.723877
	Iteration 3F: 3 clusters Score -275590.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -275746.250000 Penalty: 760.723877
	Iteration 4F: 3 clusters Score -275746.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -275927.656250 Penalty: 760.723877
	Iteration 5F: 3 clusters Score -275927.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -276112.781250 Penalty: 760.723877
	Iteration 6F: 3 clusters Score -276112.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -276243.750000 Penalty: 760.723877
	Iteration 7Q: 3 clusters Score -276243.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -276353.250000 Penalty: 760.723877
	Iteration 8Q: 3 clusters Score -276353.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -276447.125000 Penalty: 760.723877
	Iteration 9Q: 3 clusters Score -276447.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -276529.281250 Penalty: 760.723877
	Iteration 10Q: 3 clusters Score -276529.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -276582.812500 Penalty: 760.723877
	Iteration 11Q: 3 clusters Score -276582.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -276607.781250 Penalty: 760.723877
	Iteration 12Q: 3 clusters Score -276607.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -276621.562500 Penalty: 760.723877
	Iteration 13Q: 3 clusters Score -276621.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -276632.343750 Penalty: 760.723877
	Iteration 14Q: 3 clusters Score -276632.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -276638.437500 Penalty: 760.723877
	Iteration 15Q: 3 clusters Score -276638.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -276642.625000 Penalty: 760.723877
	Iteration 16Q: 3 clusters Score -276642.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -276643.062500 Penalty: 760.723877
	Iteration 17Q: 3 clusters Score -276643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -276644.250000 Penalty: 760.723877
	Iteration 18Q: 3 clusters Score -276644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -276644.812500 Penalty: 760.723877
	Iteration 19Q: 3 clusters Score -276644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -276645.312500 Penalty: 760.723877
	Iteration 20F: 3 clusters Score -276645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -276645.718750 Penalty: 760.723877
	Iteration 21Q: 3 clusters Score -276645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -276645.843750 Penalty: 760.723877
	Iteration 22Q: 3 clusters Score -276645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -276646.375000 Penalty: 760.723877
	Iteration 23Q: 3 clusters Score -276646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -276646.687500 Penalty: 760.723877
	Iteration 24Q: 3 clusters Score -276646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -276646.468750 Penalty: 760.723877
	Iteration 25Q: 3 clusters Score -276646.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -276646.468750 Penalty: 760.723877
	Iteration 26F: 3 clusters Score -276646.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -186375.109375 Penalty: 361.264160
	Iteration 0F: 2 clusters Score -186375.1 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 1379 members 
Entering Unmasked Estep 
Score: -184424.531250 Penalty: 722.528320
	Iteration 0F: 3 clusters Score -184424.5 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -185096.781250 Penalty: 722.528320
	Iteration 1F: 3 clusters Score -185096.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -185185.156250 Penalty: 722.528320
	Iteration 2F: 3 clusters Score -185185.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -185273.718750 Penalty: 722.528320
	Iteration 3F: 3 clusters Score -185273.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -185361.421875 Penalty: 722.528320
	Iteration 4Q: 3 clusters Score -185361.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -185451.437500 Penalty: 722.528320
	Iteration 5Q: 3 clusters Score -185451.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185552.296875 Penalty: 722.528320
	Iteration 6Q: 3 clusters Score -185552.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185638.000000 Penalty: 722.528320
	Iteration 7Q: 3 clusters Score -185638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185704.296875 Penalty: 722.528320
	Iteration 8Q: 3 clusters Score -185704.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -185743.765625 Penalty: 722.528320
	Iteration 9Q: 3 clusters Score -185743.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -185767.109375 Penalty: 722.528320
	Iteration 10Q: 3 clusters Score -185767.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -185779.828125 Penalty: 722.528320
	Iteration 11Q: 3 clusters Score -185779.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185788.578125 Penalty: 722.528320
	Iteration 12Q: 3 clusters Score -185788.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -185800.125000 Penalty: 722.528320
	Iteration 13Q: 3 clusters Score -185800.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -185814.906250 Penalty: 722.528320
	Iteration 14Q: 3 clusters Score -185814.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -185828.046875 Penalty: 722.528320
	Iteration 15Q: 3 clusters Score -185828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -185838.718750 Penalty: 722.528320
	Iteration 16Q: 3 clusters Score -185838.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -185850.296875 Penalty: 722.528320
	Iteration 17Q: 3 clusters Score -185850.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -185863.546875 Penalty: 722.528320
	Iteration 18Q: 3 clusters Score -185863.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -185873.906250 Penalty: 722.528320
	Iteration 19Q: 3 clusters Score -185873.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -185885.250000 Penalty: 722.528320
	Iteration 20F: 3 clusters Score -185885.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -185897.140625 Penalty: 722.528320
	Iteration 21Q: 3 clusters Score -185897.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -185910.437500 Penalty: 722.528320
	Iteration 22Q: 3 clusters Score -185910.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -185930.390625 Penalty: 722.528320
	Iteration 23Q: 3 clusters Score -185930.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -185958.843750 Penalty: 722.528320
	Iteration 24Q: 3 clusters Score -185958.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -185975.484375 Penalty: 722.528320
	Iteration 25Q: 3 clusters Score -185975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -185988.281250 Penalty: 722.528320
	Iteration 26Q: 3 clusters Score -185988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -185997.375000 Penalty: 722.528320
	Iteration 27Q: 3 clusters Score -185997.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -186003.859375 Penalty: 722.528320
	Iteration 28Q: 3 clusters Score -186003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -186006.281250 Penalty: 722.528320
	Iteration 29Q: 3 clusters Score -186006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -186007.109375 Penalty: 722.528320
	Iteration 30Q: 3 clusters Score -186007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -186008.000000 Penalty: 722.528320
	Iteration 31Q: 3 clusters Score -186008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -186008.078125 Penalty: 722.528320
	Iteration 32Q: 3 clusters Score -186008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -186008.671875 Penalty: 722.528320
	Iteration 33Q: 3 clusters Score -186008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -186009.875000 Penalty: 722.528320
	Iteration 34Q: 3 clusters Score -186009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -186010.468750 Penalty: 722.528320
	Iteration 35Q: 3 clusters Score -186010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -186010.593750 Penalty: 722.528320
	Iteration 36Q: 3 clusters Score -186010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -186012.296875 Penalty: 722.528320
	Iteration 37Q: 3 clusters Score -186012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -186012.765625 Penalty: 722.528320
	Iteration 38Q: 3 clusters Score -186012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -186012.765625 Penalty: 722.528320
	Iteration 39F: 3 clusters Score -186012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -552953.250000 Penalty: 415.488770
	Iteration 0F: 2 clusters Score -552953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -546809.625000 Penalty: 830.977539
	Iteration 0F: 3 clusters Score -546809.6 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -549155.437500 Penalty: 830.977539
	Iteration 1F: 3 clusters Score -549155.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -549415.250000 Penalty: 830.977539
	Iteration 2F: 3 clusters Score -549415.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -549767.500000 Penalty: 830.977539
	Iteration 3F: 3 clusters Score -549767.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -550225.937500 Penalty: 830.977539
	Iteration 4F: 3 clusters Score -550225.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -550879.312500 Penalty: 830.977539
	Iteration 5F: 3 clusters Score -550879.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -551612.625000 Penalty: 830.977539
	Iteration 6F: 3 clusters Score -551612.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -552152.375000 Penalty: 830.977539
	Iteration 7F: 3 clusters Score -552152.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -552411.750000 Penalty: 830.977539
	Iteration 8Q: 3 clusters Score -552411.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -552579.437500 Penalty: 830.977539
	Iteration 9Q: 3 clusters Score -552579.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -552681.125000 Penalty: 830.977539
	Iteration 10Q: 3 clusters Score -552681.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -552731.187500 Penalty: 830.977539
	Iteration 11Q: 3 clusters Score -552731.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -552766.687500 Penalty: 830.977539
	Iteration 12Q: 3 clusters Score -552766.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -552790.500000 Penalty: 830.977539
	Iteration 13Q: 3 clusters Score -552790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -552806.750000 Penalty: 830.977539
	Iteration 14Q: 3 clusters Score -552806.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -552820.375000 Penalty: 830.977539
	Iteration 15Q: 3 clusters Score -552820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -552831.937500 Penalty: 830.977539
	Iteration 16Q: 3 clusters Score -552831.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -552843.437500 Penalty: 830.977539
	Iteration 17Q: 3 clusters Score -552843.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -552857.875000 Penalty: 830.977539
	Iteration 18Q: 3 clusters Score -552857.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -552868.375000 Penalty: 830.977539
	Iteration 19Q: 3 clusters Score -552868.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -552879.500000 Penalty: 830.977539
	Iteration 20F: 3 clusters Score -552879.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -552883.937500 Penalty: 830.977539
	Iteration 21Q: 3 clusters Score -552883.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -552889.750000 Penalty: 830.977539
	Iteration 22Q: 3 clusters Score -552889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -552894.687500 Penalty: 830.977539
	Iteration 23Q: 3 clusters Score -552894.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -552897.875000 Penalty: 830.977539
	Iteration 24Q: 3 clusters Score -552897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -552900.062500 Penalty: 830.977539
	Iteration 25Q: 3 clusters Score -552900.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -552902.875000 Penalty: 830.977539
	Iteration 26Q: 3 clusters Score -552902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -552903.625000 Penalty: 830.977539
	Iteration 27Q: 3 clusters Score -552903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -552905.437500 Penalty: 830.977539
	Iteration 28Q: 3 clusters Score -552905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -552909.500000 Penalty: 830.977539
	Iteration 29Q: 3 clusters Score -552909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -552912.125000 Penalty: 830.977539
	Iteration 30Q: 3 clusters Score -552912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -552914.500000 Penalty: 830.977539
	Iteration 31Q: 3 clusters Score -552914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -552914.500000 Penalty: 830.977539
	Iteration 32Q: 3 clusters Score -552914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -552915.562500 Penalty: 830.977539
	Iteration 33Q: 3 clusters Score -552915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -552916.812500 Penalty: 830.977539
	Iteration 34Q: 3 clusters Score -552916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -552918.062500 Penalty: 830.977539
	Iteration 35Q: 3 clusters Score -552918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -552918.750000 Penalty: 830.977539
	Iteration 36Q: 3 clusters Score -552918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -552918.937500 Penalty: 830.977539
	Iteration 37Q: 3 clusters Score -552918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -552918.625000 Penalty: 830.977539
	Iteration 38Q: 3 clusters Score -552918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -552919.312500 Penalty: 830.977539
	Iteration 39Q: 3 clusters Score -552919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -552920.000000 Penalty: 830.977539
	Iteration 40F: 3 clusters Score -552920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -552920.187500 Penalty: 830.977539
	Iteration 41Q: 3 clusters Score -552920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -552920.937500 Penalty: 830.977539
	Iteration 42Q: 3 clusters Score -552920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -552921.312500 Penalty: 830.977539
	Iteration 43Q: 3 clusters Score -552921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -552921.000000 Penalty: 830.977539
	Iteration 44Q: 3 clusters Score -552921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -552921.625000 Penalty: 830.977539
	Iteration 45Q: 3 clusters Score -552921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -552922.062500 Penalty: 830.977539
	Iteration 46Q: 3 clusters Score -552922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -552921.937500 Penalty: 830.977539
	Iteration 47Q: 3 clusters Score -552921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -552922.687500 Penalty: 830.977539
	Iteration 48Q: 3 clusters Score -552922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -552922.875000 Penalty: 830.977539
	Iteration 49Q: 3 clusters Score -552922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -552923.750000 Penalty: 830.977539
	Iteration 50Q: 3 clusters Score -552923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -552927.000000 Penalty: 830.977539
	Iteration 51Q: 3 clusters Score -552927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -552928.375000 Penalty: 830.977539
	Iteration 52Q: 3 clusters Score -552928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -552930.937500 Penalty: 830.977539
	Iteration 53Q: 3 clusters Score -552930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -552931.562500 Penalty: 830.977539
	Iteration 54Q: 3 clusters Score -552931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -552932.187500 Penalty: 830.977539
	Iteration 55Q: 3 clusters Score -552932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -552932.687500 Penalty: 830.977539
	Iteration 56Q: 3 clusters Score -552932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -552934.750000 Penalty: 830.977539
	Iteration 57Q: 3 clusters Score -552934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -552936.812500 Penalty: 830.977539
	Iteration 58Q: 3 clusters Score -552936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -552938.500000 Penalty: 830.977539
	Iteration 59Q: 3 clusters Score -552938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -552940.062500 Penalty: 830.977539
	Iteration 60F: 3 clusters Score -552940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -552941.375000 Penalty: 830.977539
	Iteration 61Q: 3 clusters Score -552941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -552948.812500 Penalty: 830.977539
	Iteration 62Q: 3 clusters Score -552948.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -552953.062500 Penalty: 830.977539
	Iteration 63Q: 3 clusters Score -552953.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -552959.750000 Penalty: 830.977539
	Iteration 64Q: 3 clusters Score -552959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -552964.562500 Penalty: 830.977539
	Iteration 65Q: 3 clusters Score -552964.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -552970.937500 Penalty: 830.977539
	Iteration 66Q: 3 clusters Score -552970.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -552974.062500 Penalty: 830.977539
	Iteration 67Q: 3 clusters Score -552974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -552977.062500 Penalty: 830.977539
	Iteration 68Q: 3 clusters Score -552977.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -552979.812500 Penalty: 830.977539
	Iteration 69Q: 3 clusters Score -552979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -552979.812500 Penalty: 830.977539
	Iteration 70Q: 3 clusters Score -552979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -552980.875000 Penalty: 830.977539
	Iteration 71Q: 3 clusters Score -552980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -552980.875000 Penalty: 830.977539
	Iteration 72Q: 3 clusters Score -552980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -552980.875000 Penalty: 830.977539
	Iteration 73F: 3 clusters Score -552980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 35555 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 35814 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 80902 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 43629 members 
Mstep: Class 12 contains 42674 members 
Mstep: Class 13 contains 41035 members 
Mstep: Class 14 contains 5037 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 28321 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 50645 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11622 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 35412 members 
Mstep: Class 28 contains 90499 members 
Mstep: Class 29 contains 44146 members 
Mstep: Class 30 contains 44662 members 
Mstep: Class 31 contains 18792 members 
Mstep: Class 32 contains 812 members 
Entering Unmasked Estep 
Score: -42238060.000000 Penalty: 19589.250000
Splitting cluster 20 changes total score from -42238048.000000 to -42238060.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (50645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Entering Unmasked Estep 
Score: -3218279.000000 Penalty: 492.883118
	Iteration 0F: 2 clusters Score -3218279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3184154.250000 Penalty: 985.766235
	Iteration 0F: 3 clusters Score -3184154 nChanged 24547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3198781.500000 Penalty: 985.766235
	Iteration 1F: 3 clusters Score -3198782 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3199388.250000 Penalty: 985.766235
	Iteration 2Q: 3 clusters Score -3199388 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3200169.500000 Penalty: 985.766235
	Iteration 3Q: 3 clusters Score -3200170 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3201334.750000 Penalty: 985.766235
	Iteration 4Q: 3 clusters Score -3201335 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3203112.500000 Penalty: 985.766235
	Iteration 5F: 3 clusters Score -3203112 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -3205819.750000 Penalty: 985.766235
	Iteration 6F: 3 clusters Score -3205820 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3208827.750000 Penalty: 985.766235
	Iteration 7F: 3 clusters Score -3208828 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -3210956.250000 Penalty: 985.766235
	Iteration 8Q: 3 clusters Score -3210956 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -3211959.750000 Penalty: 985.766235
	Iteration 9Q: 3 clusters Score -3211960 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -3212622.500000 Penalty: 985.766235
	Iteration 10Q: 3 clusters Score -3212622 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -3213175.500000 Penalty: 985.766235
	Iteration 11Q: 3 clusters Score -3213176 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -3213703.250000 Penalty: 985.766235
	Iteration 12Q: 3 clusters Score -3213703 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -3214235.750000 Penalty: 985.766235
	Iteration 13Q: 3 clusters Score -3214236 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -3214762.250000 Penalty: 985.766235
	Iteration 14Q: 3 clusters Score -3214762 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -3215310.000000 Penalty: 985.766235
	Iteration 15Q: 3 clusters Score -3215310 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -3215827.750000 Penalty: 985.766235
	Iteration 16Q: 3 clusters Score -3215828 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -3216266.750000 Penalty: 985.766235
	Iteration 17Q: 3 clusters Score -3216267 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -3216639.750000 Penalty: 985.766235
	Iteration 18Q: 3 clusters Score -3216640 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -3216937.250000 Penalty: 985.766235
	Iteration 19Q: 3 clusters Score -3216937 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -3217187.000000 Penalty: 985.766235
	Iteration 20F: 3 clusters Score -3217187 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -3217398.750000 Penalty: 985.766235
	Iteration 21Q: 3 clusters Score -3217399 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -3217551.750000 Penalty: 985.766235
	Iteration 22Q: 3 clusters Score -3217552 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -3217665.250000 Penalty: 985.766235
	Iteration 23Q: 3 clusters Score -3217665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -3217727.250000 Penalty: 985.766235
	Iteration 24Q: 3 clusters Score -3217727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -3217764.250000 Penalty: 985.766235
	Iteration 25Q: 3 clusters Score -3217764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -3217804.500000 Penalty: 985.766235
	Iteration 26Q: 3 clusters Score -3217804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -3217818.250000 Penalty: 985.766235
	Iteration 27Q: 3 clusters Score -3217818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -3217835.000000 Penalty: 985.766235
	Iteration 28Q: 3 clusters Score -3217835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -3217841.500000 Penalty: 985.766235
	Iteration 29Q: 3 clusters Score -3217842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -3217848.250000 Penalty: 985.766235
	Iteration 30Q: 3 clusters Score -3217848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -3217849.250000 Penalty: 985.766235
	Iteration 31Q: 3 clusters Score -3217849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -3217852.750000 Penalty: 985.766235
	Iteration 32Q: 3 clusters Score -3217853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -3217855.750000 Penalty: 985.766235
	Iteration 33Q: 3 clusters Score -3217856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -3217854.250000 Penalty: 985.766235
	Iteration 34Q: 3 clusters Score -3217854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -3217857.250000 Penalty: 985.766235
	Iteration 35Q: 3 clusters Score -3217857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -3217857.250000 Penalty: 985.766235
	Iteration 36F: 3 clusters Score -3217857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -109044.601562 Penalty: 338.819611
	Iteration 0F: 2 clusters Score -109044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -107781.601562 Penalty: 677.639221
	Iteration 0F: 3 clusters Score -107781.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -108288.507812 Penalty: 677.639221
	Iteration 1F: 3 clusters Score -108288.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -108431.812500 Penalty: 677.639221
	Iteration 2F: 3 clusters Score -108431.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108553.976562 Penalty: 677.639221
	Iteration 3F: 3 clusters Score -108554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108662.382812 Penalty: 677.639221
	Iteration 4F: 3 clusters Score -108662.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108740.554688 Penalty: 677.639221
	Iteration 5F: 3 clusters Score -108740.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108785.226562 Penalty: 677.639221
	Iteration 6Q: 3 clusters Score -108785.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108806.453125 Penalty: 677.639221
	Iteration 7Q: 3 clusters Score -108806.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108815.953125 Penalty: 677.639221
	Iteration 8Q: 3 clusters Score -108816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108819.695312 Penalty: 677.639221
	Iteration 9Q: 3 clusters Score -108819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108821.968750 Penalty: 677.639221
	Iteration 10Q: 3 clusters Score -108822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108824.539062 Penalty: 677.639221
	Iteration 11Q: 3 clusters Score -108824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108825.390625 Penalty: 677.639221
	Iteration 12Q: 3 clusters Score -108825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108825.632812 Penalty: 677.639221
	Iteration 13Q: 3 clusters Score -108825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108825.625000 Penalty: 677.639221
	Iteration 14Q: 3 clusters Score -108825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108825.882812 Penalty: 677.639221
	Iteration 15Q: 3 clusters Score -108825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108825.882812 Penalty: 677.639221
	Iteration 16F: 3 clusters Score -108825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Entering Unmasked Estep 
Score: -733932.562500 Penalty: 425.909790
	Iteration 0F: 2 clusters Score -733932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -726208.000000 Penalty: 851.819580
	Iteration 0F: 3 clusters Score -726208 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -729224.625000 Penalty: 851.819580
	Iteration 1F: 3 clusters Score -729224.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -729372.187500 Penalty: 851.819580
	Iteration 2Q: 3 clusters Score -729372.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -729581.437500 Penalty: 851.819580
	Iteration 3Q: 3 clusters Score -729581.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -729948.187500 Penalty: 851.819580
	Iteration 4F: 3 clusters Score -729948.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -730515.687500 Penalty: 851.819580
	Iteration 5F: 3 clusters Score -730515.7 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -731307.375000 Penalty: 851.819580
	Iteration 6F: 3 clusters Score -731307.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -732121.500000 Penalty: 851.819580
	Iteration 7F: 3 clusters Score -732121.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -732667.375000 Penalty: 851.819580
	Iteration 8F: 3 clusters Score -732667.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -732953.375000 Penalty: 851.819580
	Iteration 9Q: 3 clusters Score -732953.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -733117.312500 Penalty: 851.819580
	Iteration 10Q: 3 clusters Score -733117.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -733205.062500 Penalty: 851.819580
	Iteration 11Q: 3 clusters Score -733205.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -733270.062500 Penalty: 851.819580
	Iteration 12Q: 3 clusters Score -733270.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -733332.750000 Penalty: 851.819580
	Iteration 13Q: 3 clusters Score -733332.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -733392.187500 Penalty: 851.819580
	Iteration 14Q: 3 clusters Score -733392.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -733439.312500 Penalty: 851.819580
	Iteration 15Q: 3 clusters Score -733439.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -733480.062500 Penalty: 851.819580
	Iteration 16Q: 3 clusters Score -733480.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -733513.562500 Penalty: 851.819580
	Iteration 17Q: 3 clusters Score -733513.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -733545.375000 Penalty: 851.819580
	Iteration 18Q: 3 clusters Score -733545.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -733572.625000 Penalty: 851.819580
	Iteration 19Q: 3 clusters Score -733572.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -733601.375000 Penalty: 851.819580
	Iteration 20F: 3 clusters Score -733601.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -733630.750000 Penalty: 851.819580
	Iteration 21Q: 3 clusters Score -733630.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -733660.312500 Penalty: 851.819580
	Iteration 22Q: 3 clusters Score -733660.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -733698.000000 Penalty: 851.819580
	Iteration 23Q: 3 clusters Score -733698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -733722.937500 Penalty: 851.819580
	Iteration 24Q: 3 clusters Score -733722.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -733736.875000 Penalty: 851.819580
	Iteration 25Q: 3 clusters Score -733736.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -733747.750000 Penalty: 851.819580
	Iteration 26Q: 3 clusters Score -733747.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -733754.375000 Penalty: 851.819580
	Iteration 27Q: 3 clusters Score -733754.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -733760.375000 Penalty: 851.819580
	Iteration 28Q: 3 clusters Score -733760.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -733765.125000 Penalty: 851.819580
	Iteration 29Q: 3 clusters Score -733765.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -733767.875000 Penalty: 851.819580
	Iteration 30Q: 3 clusters Score -733767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -733769.750000 Penalty: 851.819580
	Iteration 31Q: 3 clusters Score -733769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -733770.625000 Penalty: 851.819580
	Iteration 32Q: 3 clusters Score -733770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -733771.187500 Penalty: 851.819580
	Iteration 33Q: 3 clusters Score -733771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -733771.187500 Penalty: 851.819580
	Iteration 34F: 3 clusters Score -733771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4472.167969 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4472.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4358.315918 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4358.316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4431.605957 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4431.606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4442.768555 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -4442.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4444.337891 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4444.338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4444.337891 Penalty: 438.645630
	Iteration 4F: 3 clusters Score -4444.338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45748.484375 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45748.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45055.703125 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -45055.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45263.042969 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45263.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45333.632812 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45333.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45387.593750 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45387.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -45442.726562 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -45442.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45482.382812 Penalty: 608.640259
	Iteration 5F: 3 clusters Score -45482.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -45508.210938 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45508.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45537.078125 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45537.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45572.699219 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45572.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45605.300781 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45605.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45619.578125 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45619.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45626.875000 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45626.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45629.703125 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45633.839844 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -45633.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45639.777344 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -45639.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45643.800781 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -45643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45648.125000 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -45648.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45648.992188 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -45648.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45649.488281 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -45649.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45650.843750 Penalty: 608.640259
	Iteration 19Q: 3 clusters Score -45650.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45651.507812 Penalty: 608.640259
	Iteration 20F: 3 clusters Score -45651.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45653.035156 Penalty: 608.640259
	Iteration 21Q: 3 clusters Score -45653.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45654.250000 Penalty: 608.640259
	Iteration 22Q: 3 clusters Score -45654.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45654.882812 Penalty: 608.640259
	Iteration 23Q: 3 clusters Score -45654.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45654.882812 Penalty: 608.640259
	Iteration 24F: 3 clusters Score -45654.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -188811.750000 Penalty: 362.715820
	Iteration 0F: 2 clusters Score -188811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -186780.093750 Penalty: 725.431641
	Iteration 0F: 3 clusters Score -186780.1 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -187507.125000 Penalty: 725.431641
	Iteration 1F: 3 clusters Score -187507.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -187608.718750 Penalty: 725.431641
	Iteration 2F: 3 clusters Score -187608.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187692.640625 Penalty: 725.431641
	Iteration 3F: 3 clusters Score -187692.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -187772.437500 Penalty: 725.431641
	Iteration 4Q: 3 clusters Score -187772.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187842.968750 Penalty: 725.431641
	Iteration 5Q: 3 clusters Score -187843 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -187911.171875 Penalty: 725.431641
	Iteration 6Q: 3 clusters Score -187911.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -187981.843750 Penalty: 725.431641
	Iteration 7Q: 3 clusters Score -187981.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188044.359375 Penalty: 725.431641
	Iteration 8Q: 3 clusters Score -188044.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188078.828125 Penalty: 725.431641
	Iteration 9Q: 3 clusters Score -188078.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -188101.015625 Penalty: 725.431641
	Iteration 10Q: 3 clusters Score -188101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188113.390625 Penalty: 725.431641
	Iteration 11Q: 3 clusters Score -188113.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188129.515625 Penalty: 725.431641
	Iteration 12Q: 3 clusters Score -188129.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188145.203125 Penalty: 725.431641
	Iteration 13Q: 3 clusters Score -188145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188161.265625 Penalty: 725.431641
	Iteration 14Q: 3 clusters Score -188161.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -188173.937500 Penalty: 725.431641
	Iteration 15Q: 3 clusters Score -188173.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188186.156250 Penalty: 725.431641
	Iteration 16Q: 3 clusters Score -188186.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -188200.843750 Penalty: 725.431641
	Iteration 17Q: 3 clusters Score -188200.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188209.875000 Penalty: 725.431641
	Iteration 18Q: 3 clusters Score -188209.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -188214.562500 Penalty: 725.431641
	Iteration 19Q: 3 clusters Score -188214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188218.375000 Penalty: 725.431641
	Iteration 20F: 3 clusters Score -188218.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188221.093750 Penalty: 725.431641
	Iteration 21Q: 3 clusters Score -188221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -188222.984375 Penalty: 725.431641
	Iteration 22Q: 3 clusters Score -188223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188225.015625 Penalty: 725.431641
	Iteration 23Q: 3 clusters Score -188225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -188226.140625 Penalty: 725.431641
	Iteration 24Q: 3 clusters Score -188226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -188227.515625 Penalty: 725.431641
	Iteration 25Q: 3 clusters Score -188227.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188228.390625 Penalty: 725.431641
	Iteration 26Q: 3 clusters Score -188228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -188229.546875 Penalty: 725.431641
	Iteration 27Q: 3 clusters Score -188229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188229.687500 Penalty: 725.431641
	Iteration 28Q: 3 clusters Score -188229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -188230.468750 Penalty: 725.431641
	Iteration 29Q: 3 clusters Score -188230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188231.203125 Penalty: 725.431641
	Iteration 30Q: 3 clusters Score -188231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188232.093750 Penalty: 725.431641
	Iteration 31Q: 3 clusters Score -188232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -188233.921875 Penalty: 725.431641
	Iteration 32Q: 3 clusters Score -188233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188238.375000 Penalty: 725.431641
	Iteration 33Q: 3 clusters Score -188238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188242.796875 Penalty: 725.431641
	Iteration 34Q: 3 clusters Score -188242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -188246.437500 Penalty: 725.431641
	Iteration 35Q: 3 clusters Score -188246.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -188251.718750 Penalty: 725.431641
	Iteration 36Q: 3 clusters Score -188251.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -188259.593750 Penalty: 725.431641
	Iteration 37Q: 3 clusters Score -188259.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188267.171875 Penalty: 725.431641
	Iteration 38Q: 3 clusters Score -188267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -188271.656250 Penalty: 725.431641
	Iteration 39Q: 3 clusters Score -188271.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -188275.781250 Penalty: 725.431641
	Iteration 40F: 3 clusters Score -188275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -188279.515625 Penalty: 725.431641
	Iteration 41Q: 3 clusters Score -188279.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -188284.937500 Penalty: 725.431641
	Iteration 42Q: 3 clusters Score -188284.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188294.375000 Penalty: 725.431641
	Iteration 43Q: 3 clusters Score -188294.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188302.468750 Penalty: 725.431641
	Iteration 44Q: 3 clusters Score -188302.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -188309.109375 Penalty: 725.431641
	Iteration 45Q: 3 clusters Score -188309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -188318.093750 Penalty: 725.431641
	Iteration 46Q: 3 clusters Score -188318.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -188330.890625 Penalty: 725.431641
	Iteration 47Q: 3 clusters Score -188330.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -188336.359375 Penalty: 725.431641
	Iteration 48Q: 3 clusters Score -188336.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -188339.875000 Penalty: 725.431641
	Iteration 49Q: 3 clusters Score -188339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -188346.312500 Penalty: 725.431641
	Iteration 50Q: 3 clusters Score -188346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -188350.828125 Penalty: 725.431641
	Iteration 51Q: 3 clusters Score -188350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -188358.718750 Penalty: 725.431641
	Iteration 52Q: 3 clusters Score -188358.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -188366.937500 Penalty: 725.431641
	Iteration 53Q: 3 clusters Score -188366.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -188375.796875 Penalty: 725.431641
	Iteration 54Q: 3 clusters Score -188375.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -188387.953125 Penalty: 725.431641
	Iteration 55Q: 3 clusters Score -188388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -188394.281250 Penalty: 725.431641
	Iteration 56Q: 3 clusters Score -188394.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -188401.359375 Penalty: 725.431641
	Iteration 57Q: 3 clusters Score -188401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -188409.437500 Penalty: 725.431641
	Iteration 58Q: 3 clusters Score -188409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -188421.625000 Penalty: 725.431641
	Iteration 59Q: 3 clusters Score -188421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -188430.562500 Penalty: 725.431641
	Iteration 60F: 3 clusters Score -188430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -188438.890625 Penalty: 725.431641
	Iteration 61Q: 3 clusters Score -188438.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -188450.546875 Penalty: 725.431641
	Iteration 62Q: 3 clusters Score -188450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -188456.750000 Penalty: 725.431641
	Iteration 63Q: 3 clusters Score -188456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -188458.968750 Penalty: 725.431641
	Iteration 64Q: 3 clusters Score -188459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -188460.796875 Penalty: 725.431641
	Iteration 65Q: 3 clusters Score -188460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -188464.515625 Penalty: 725.431641
	Iteration 66Q: 3 clusters Score -188464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -188466.531250 Penalty: 725.431641
	Iteration 67Q: 3 clusters Score -188466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -188469.187500 Penalty: 725.431641
	Iteration 68Q: 3 clusters Score -188469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -188475.562500 Penalty: 725.431641
	Iteration 69Q: 3 clusters Score -188475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -188482.796875 Penalty: 725.431641
	Iteration 70Q: 3 clusters Score -188482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -188486.609375 Penalty: 725.431641
	Iteration 71Q: 3 clusters Score -188486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -188489.921875 Penalty: 725.431641
	Iteration 72Q: 3 clusters Score -188489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -188494.578125 Penalty: 725.431641
	Iteration 73Q: 3 clusters Score -188494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -188495.765625 Penalty: 725.431641
	Iteration 74Q: 3 clusters Score -188495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -188499.484375 Penalty: 725.431641
	Iteration 75Q: 3 clusters Score -188499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -188504.046875 Penalty: 725.431641
	Iteration 76Q: 3 clusters Score -188504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -188509.843750 Penalty: 725.431641
	Iteration 77Q: 3 clusters Score -188509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -188511.109375 Penalty: 725.431641
	Iteration 78Q: 3 clusters Score -188511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -188511.500000 Penalty: 725.431641
	Iteration 79Q: 3 clusters Score -188511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -188512.234375 Penalty: 725.431641
	Iteration 80F: 3 clusters Score -188512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -188512.625000 Penalty: 725.431641
	Iteration 81Q: 3 clusters Score -188512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -188512.968750 Penalty: 725.431641
	Iteration 82Q: 3 clusters Score -188513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -188513.296875 Penalty: 725.431641
	Iteration 83Q: 3 clusters Score -188513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -188513.468750 Penalty: 725.431641
	Iteration 84Q: 3 clusters Score -188513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -188514.015625 Penalty: 725.431641
	Iteration 85Q: 3 clusters Score -188514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -188514.421875 Penalty: 725.431641
	Iteration 86Q: 3 clusters Score -188514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -188515.203125 Penalty: 725.431641
	Iteration 87Q: 3 clusters Score -188515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -188515.203125 Penalty: 725.431641
	Iteration 88F: 3 clusters Score -188515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Entering Unmasked Estep 
Score: -2240269.000000 Penalty: 476.603668
	Iteration 0F: 2 clusters Score -2240269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2216409.500000 Penalty: 953.207336
	Iteration 0F: 3 clusters Score -2216410 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2227358.000000 Penalty: 953.207336
	Iteration 1F: 3 clusters Score -2227358 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2228332.000000 Penalty: 953.207336
	Iteration 2Q: 3 clusters Score -2228332 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2229736.750000 Penalty: 953.207336
	Iteration 3F: 3 clusters Score -2229737 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2231460.500000 Penalty: 953.207336
	Iteration 4F: 3 clusters Score -2231460 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2233133.500000 Penalty: 953.207336
	Iteration 5F: 3 clusters Score -2233134 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2234276.750000 Penalty: 953.207336
	Iteration 6F: 3 clusters Score -2234277 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2234887.750000 Penalty: 953.207336
	Iteration 7Q: 3 clusters Score -2234888 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2235335.250000 Penalty: 953.207336
	Iteration 8Q: 3 clusters Score -2235335 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2235728.250000 Penalty: 953.207336
	Iteration 9Q: 3 clusters Score -2235728 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2236154.750000 Penalty: 953.207336
	Iteration 10Q: 3 clusters Score -2236155 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2236587.000000 Penalty: 953.207336
	Iteration 11Q: 3 clusters Score -2236587 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2236968.250000 Penalty: 953.207336
	Iteration 12Q: 3 clusters Score -2236968 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2237351.750000 Penalty: 953.207336
	Iteration 13Q: 3 clusters Score -2237352 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2237794.750000 Penalty: 953.207336
	Iteration 14Q: 3 clusters Score -2237795 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2238274.750000 Penalty: 953.207336
	Iteration 15Q: 3 clusters Score -2238275 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2238709.250000 Penalty: 953.207336
	Iteration 16Q: 3 clusters Score -2238709 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2239036.500000 Penalty: 953.207336
	Iteration 17Q: 3 clusters Score -2239036 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2239274.500000 Penalty: 953.207336
	Iteration 18Q: 3 clusters Score -2239274 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2239436.000000 Penalty: 953.207336
	Iteration 19Q: 3 clusters Score -2239436 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2239570.250000 Penalty: 953.207336
	Iteration 20F: 3 clusters Score -2239570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2239652.250000 Penalty: 953.207336
	Iteration 21Q: 3 clusters Score -2239652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2239721.250000 Penalty: 953.207336
	Iteration 22Q: 3 clusters Score -2239721 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2239766.250000 Penalty: 953.207336
	Iteration 23Q: 3 clusters Score -2239766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2239800.000000 Penalty: 953.207336
	Iteration 24Q: 3 clusters Score -2239800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2239820.000000 Penalty: 953.207336
	Iteration 25Q: 3 clusters Score -2239820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2239846.500000 Penalty: 953.207336
	Iteration 26Q: 3 clusters Score -2239846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2239873.500000 Penalty: 953.207336
	Iteration 27Q: 3 clusters Score -2239874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2239890.000000 Penalty: 953.207336
	Iteration 28Q: 3 clusters Score -2239890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2239903.750000 Penalty: 953.207336
	Iteration 29Q: 3 clusters Score -2239904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2239919.000000 Penalty: 953.207336
	Iteration 30Q: 3 clusters Score -2239919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2239927.500000 Penalty: 953.207336
	Iteration 31Q: 3 clusters Score -2239928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2239931.750000 Penalty: 953.207336
	Iteration 32Q: 3 clusters Score -2239932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2239935.000000 Penalty: 953.207336
	Iteration 33Q: 3 clusters Score -2239935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2239936.500000 Penalty: 953.207336
	Iteration 34Q: 3 clusters Score -2239936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2239939.750000 Penalty: 953.207336
	Iteration 35Q: 3 clusters Score -2239940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2239944.000000 Penalty: 953.207336
	Iteration 36Q: 3 clusters Score -2239944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2239944.250000 Penalty: 953.207336
	Iteration 37Q: 3 clusters Score -2239944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2239946.500000 Penalty: 953.207336
	Iteration 38Q: 3 clusters Score -2239946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2239946.750000 Penalty: 953.207336
	Iteration 39Q: 3 clusters Score -2239947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2239949.000000 Penalty: 953.207336
	Iteration 40F: 3 clusters Score -2239949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2239950.000000 Penalty: 953.207336
	Iteration 41Q: 3 clusters Score -2239950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2239953.000000 Penalty: 953.207336
	Iteration 42Q: 3 clusters Score -2239953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2239952.500000 Penalty: 953.207336
	Iteration 43Q: 3 clusters Score -2239952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2239953.750000 Penalty: 953.207336
	Iteration 44Q: 3 clusters Score -2239954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2239953.750000 Penalty: 953.207336
	Iteration 45F: 3 clusters Score -2239954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Entering Unmasked Estep 
Score: -5623779.000000 Penalty: 519.295776
	Iteration 0F: 2 clusters Score -5623779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5571141.000000 Penalty: 1038.591553
	Iteration 0F: 3 clusters Score -5571141 nChanged 44519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5598801.500000 Penalty: 1038.591553
	Iteration 1F: 3 clusters Score -5598802 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -5600375.000000 Penalty: 1038.591553
	Iteration 2Q: 3 clusters Score -5600375 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -5602362.000000 Penalty: 1038.591553
	Iteration 3F: 3 clusters Score -5602362 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5605055.000000 Penalty: 1038.591553
	Iteration 4F: 3 clusters Score -5605055 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5608774.500000 Penalty: 1038.591553
	Iteration 5F: 3 clusters Score -5608774 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5612721.000000 Penalty: 1038.591553
	Iteration 6F: 3 clusters Score -5612721 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5614876.500000 Penalty: 1038.591553
	Iteration 7F: 3 clusters Score -5614876 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5615281.000000 Penalty: 1038.591553
	Iteration 8Q: 3 clusters Score -5615281 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5615416.500000 Penalty: 1038.591553
	Iteration 9Q: 3 clusters Score -5615416 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5615484.000000 Penalty: 1038.591553
	Iteration 10Q: 3 clusters Score -5615484 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5615487.500000 Penalty: 1038.591553
	Iteration 11Q: 3 clusters Score -5615488 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -5615513.500000 Penalty: 1038.591553
	Iteration 12Q: 3 clusters Score -5615514 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -5615475.000000 Penalty: 1038.591553
	Iteration 13Q: 3 clusters Score -5615475 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5615589.500000 Penalty: 1038.591553
	Iteration 14Q: 3 clusters Score -5615590 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5615590.500000 Penalty: 1038.591553
	Iteration 15Q: 3 clusters Score -5615590 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -5615639.000000 Penalty: 1038.591553
	Iteration 16Q: 3 clusters Score -5615639 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -5615720.000000 Penalty: 1038.591553
	Iteration 17Q: 3 clusters Score -5615720 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -5615715.500000 Penalty: 1038.591553
	Iteration 18Q: 3 clusters Score -5615716 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -5615799.000000 Penalty: 1038.591553
	Iteration 19Q: 3 clusters Score -5615799 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -5615857.500000 Penalty: 1038.591553
	Iteration 20F: 3 clusters Score -5615858 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5615983.000000 Penalty: 1038.591553
	Iteration 21Q: 3 clusters Score -5615983 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -5616104.500000 Penalty: 1038.591553
	Iteration 22Q: 3 clusters Score -5616104 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -5616192.000000 Penalty: 1038.591553
	Iteration 23Q: 3 clusters Score -5616192 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -5616256.000000 Penalty: 1038.591553
	Iteration 24Q: 3 clusters Score -5616256 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -5616330.000000 Penalty: 1038.591553
	Iteration 25Q: 3 clusters Score -5616330 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -5616391.000000 Penalty: 1038.591553
	Iteration 26Q: 3 clusters Score -5616391 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -5616440.000000 Penalty: 1038.591553
	Iteration 27Q: 3 clusters Score -5616440 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -5616496.000000 Penalty: 1038.591553
	Iteration 28Q: 3 clusters Score -5616496 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -5616538.500000 Penalty: 1038.591553
	Iteration 29Q: 3 clusters Score -5616538 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -5616544.500000 Penalty: 1038.591553
	Iteration 30Q: 3 clusters Score -5616544 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -5616607.000000 Penalty: 1038.591553
	Iteration 31Q: 3 clusters Score -5616607 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -5616687.500000 Penalty: 1038.591553
	Iteration 32Q: 3 clusters Score -5616688 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -5616761.000000 Penalty: 1038.591553
	Iteration 33Q: 3 clusters Score -5616761 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -5616833.500000 Penalty: 1038.591553
	Iteration 34Q: 3 clusters Score -5616834 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -5616888.000000 Penalty: 1038.591553
	Iteration 35Q: 3 clusters Score -5616888 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -5616979.000000 Penalty: 1038.591553
	Iteration 36Q: 3 clusters Score -5616979 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -5617060.500000 Penalty: 1038.591553
	Iteration 37Q: 3 clusters Score -5617060 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -5617132.000000 Penalty: 1038.591553
	Iteration 38Q: 3 clusters Score -5617132 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -5617253.000000 Penalty: 1038.591553
	Iteration 39Q: 3 clusters Score -5617253 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -5617384.500000 Penalty: 1038.591553
	Iteration 40F: 3 clusters Score -5617384 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -5617562.500000 Penalty: 1038.591553
	Iteration 41Q: 3 clusters Score -5617562 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -5617771.000000 Penalty: 1038.591553
	Iteration 42Q: 3 clusters Score -5617771 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -5618027.500000 Penalty: 1038.591553
	Iteration 43Q: 3 clusters Score -5618028 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -5618246.500000 Penalty: 1038.591553
	Iteration 44Q: 3 clusters Score -5618246 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -5618470.000000 Penalty: 1038.591553
	Iteration 45Q: 3 clusters Score -5618470 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -5618698.000000 Penalty: 1038.591553
	Iteration 46Q: 3 clusters Score -5618698 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -5619031.000000 Penalty: 1038.591553
	Iteration 47Q: 3 clusters Score -5619031 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -5619415.000000 Penalty: 1038.591553
	Iteration 48Q: 3 clusters Score -5619415 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -5619872.500000 Penalty: 1038.591553
	Iteration 49Q: 3 clusters Score -5619872 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -5620290.000000 Penalty: 1038.591553
	Iteration 50Q: 3 clusters Score -5620290 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -5620911.000000 Penalty: 1038.591553
	Iteration 51Q: 3 clusters Score -5620911 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -5621653.000000 Penalty: 1038.591553
	Iteration 52Q: 3 clusters Score -5621653 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -5622747.000000 Penalty: 1038.591553
	Iteration 53Q: 3 clusters Score -5622747 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -5623626.000000 Penalty: 1038.591553
	Iteration 54Q: 3 clusters Score -5623626 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -5624139.500000 Penalty: 1038.591553
	Iteration 55Q: 3 clusters Score -5624140 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -5624174.500000 Penalty: 1038.591553
	Iteration 56Q: 3 clusters Score -5624174 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -5623904.000000 Penalty: 1038.591553
	Iteration 57Q: 3 clusters Score -5623904 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -5623961.000000 Penalty: 1038.591553
	Iteration 58Q: 3 clusters Score -5623961 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -5623592.000000 Penalty: 1038.591553
	Iteration 59Q: 3 clusters Score -5623592 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -5623609.500000 Penalty: 1038.591553
	Iteration 60F: 3 clusters Score -5623610 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -5623527.000000 Penalty: 1038.591553
	Iteration 61Q: 3 clusters Score -5623527 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -5623479.500000 Penalty: 1038.591553
	Iteration 62Q: 3 clusters Score -5623480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -5623491.500000 Penalty: 1038.591553
	Iteration 63Q: 3 clusters Score -5623492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -5623452.500000 Penalty: 1038.591553
	Iteration 64Q: 3 clusters Score -5623452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -5623450.500000 Penalty: 1038.591553
	Iteration 65Q: 3 clusters Score -5623450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -5623438.500000 Penalty: 1038.591553
	Iteration 66Q: 3 clusters Score -5623438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -5623417.000000 Penalty: 1038.591553
	Iteration 67Q: 3 clusters Score -5623417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -5623424.000000 Penalty: 1038.591553
	Iteration 68Q: 3 clusters Score -5623424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -5623428.500000 Penalty: 1038.591553
	Iteration 69Q: 3 clusters Score -5623428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -5623415.000000 Penalty: 1038.591553
	Iteration 70Q: 3 clusters Score -5623415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -5623410.500000 Penalty: 1038.591553
	Iteration 71Q: 3 clusters Score -5623410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -5623426.000000 Penalty: 1038.591553
	Iteration 72Q: 3 clusters Score -5623426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -5623427.000000 Penalty: 1038.591553
	Iteration 73Q: 3 clusters Score -5623427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -5623416.500000 Penalty: 1038.591553
	Iteration 74Q: 3 clusters Score -5623416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -5623426.000000 Penalty: 1038.591553
	Iteration 75Q: 3 clusters Score -5623426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -5623431.000000 Penalty: 1038.591553
	Iteration 76Q: 3 clusters Score -5623431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -5623431.000000 Penalty: 1038.591553
	Iteration 77F: 3 clusters Score -5623431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (44146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Entering Unmasked Estep 
Score: -2881409.250000 Penalty: 486.634216
	Iteration 0F: 2 clusters Score -2881409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2853125.500000 Penalty: 973.268433
	Iteration 0F: 3 clusters Score -2853126 nChanged 21330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2866155.500000 Penalty: 973.268433
	Iteration 1F: 3 clusters Score -2866156 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2867183.750000 Penalty: 973.268433
	Iteration 2F: 3 clusters Score -2867184 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2868809.250000 Penalty: 973.268433
	Iteration 3F: 3 clusters Score -2868809 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2871167.250000 Penalty: 973.268433
	Iteration 4F: 3 clusters Score -2871167 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2873385.500000 Penalty: 973.268433
	Iteration 5F: 3 clusters Score -2873386 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -2874426.000000 Penalty: 973.268433
	Iteration 6Q: 3 clusters Score -2874426 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2874840.750000 Penalty: 973.268433
	Iteration 7Q: 3 clusters Score -2874841 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -2875044.750000 Penalty: 973.268433
	Iteration 8Q: 3 clusters Score -2875045 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -2875294.750000 Penalty: 973.268433
	Iteration 9Q: 3 clusters Score -2875295 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -2875577.000000 Penalty: 973.268433
	Iteration 10Q: 3 clusters Score -2875577 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -2875874.000000 Penalty: 973.268433
	Iteration 11Q: 3 clusters Score -2875874 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -2876166.750000 Penalty: 973.268433
	Iteration 12Q: 3 clusters Score -2876167 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -2876450.500000 Penalty: 973.268433
	Iteration 13Q: 3 clusters Score -2876450 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -2876775.750000 Penalty: 973.268433
	Iteration 14Q: 3 clusters Score -2876776 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -2877115.000000 Penalty: 973.268433
	Iteration 15Q: 3 clusters Score -2877115 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -2877523.250000 Penalty: 973.268433
	Iteration 16Q: 3 clusters Score -2877523 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -2877934.750000 Penalty: 973.268433
	Iteration 17Q: 3 clusters Score -2877935 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -2878444.500000 Penalty: 973.268433
	Iteration 18Q: 3 clusters Score -2878444 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -2878991.750000 Penalty: 973.268433
	Iteration 19Q: 3 clusters Score -2878992 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -2879455.500000 Penalty: 973.268433
	Iteration 20F: 3 clusters Score -2879456 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -2879874.000000 Penalty: 973.268433
	Iteration 21Q: 3 clusters Score -2879874 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -2880216.500000 Penalty: 973.268433
	Iteration 22Q: 3 clusters Score -2880216 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -2880480.250000 Penalty: 973.268433
	Iteration 23Q: 3 clusters Score -2880480 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -2880687.750000 Penalty: 973.268433
	Iteration 24Q: 3 clusters Score -2880688 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -2880806.500000 Penalty: 973.268433
	Iteration 25Q: 3 clusters Score -2880806 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -2880879.000000 Penalty: 973.268433
	Iteration 26Q: 3 clusters Score -2880879 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -2880952.250000 Penalty: 973.268433
	Iteration 27Q: 3 clusters Score -2880952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -2880987.250000 Penalty: 973.268433
	Iteration 28Q: 3 clusters Score -2880987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -2881001.250000 Penalty: 973.268433
	Iteration 29Q: 3 clusters Score -2881001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -2881019.250000 Penalty: 973.268433
	Iteration 30Q: 3 clusters Score -2881019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -2881029.500000 Penalty: 973.268433
	Iteration 31Q: 3 clusters Score -2881030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -2881032.250000 Penalty: 973.268433
	Iteration 32Q: 3 clusters Score -2881032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -2881029.750000 Penalty: 973.268433
	Iteration 33Q: 3 clusters Score -2881030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -2881032.000000 Penalty: 973.268433
	Iteration 34Q: 3 clusters Score -2881032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -2881033.000000 Penalty: 973.268433
	Iteration 35Q: 3 clusters Score -2881033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -2881031.500000 Penalty: 973.268433
	Iteration 36Q: 3 clusters Score -2881032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -2881030.500000 Penalty: 973.268433
	Iteration 37Q: 3 clusters Score -2881030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -2881032.250000 Penalty: 973.268433
	Iteration 38Q: 3 clusters Score -2881032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -2881037.750000 Penalty: 973.268433
	Iteration 39Q: 3 clusters Score -2881038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -2881040.750000 Penalty: 973.268433
	Iteration 40F: 3 clusters Score -2881041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -2881039.500000 Penalty: 973.268433
	Iteration 41Q: 3 clusters Score -2881040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -2881043.000000 Penalty: 973.268433
	Iteration 42Q: 3 clusters Score -2881043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -2881043.500000 Penalty: 973.268433
	Iteration 43Q: 3 clusters Score -2881044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -2881041.750000 Penalty: 973.268433
	Iteration 44Q: 3 clusters Score -2881042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -2881041.250000 Penalty: 973.268433
	Iteration 45Q: 3 clusters Score -2881041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -2881041.250000 Penalty: 973.268433
	Iteration 46F: 3 clusters Score -2881041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Entering Unmasked Estep 
Score: -2886136.000000 Penalty: 487.162964
	Iteration 0F: 2 clusters Score -2886136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2856037.000000 Penalty: 974.325928
	Iteration 0F: 3 clusters Score -2856037 nChanged 21562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -2870296.250000 Penalty: 974.325928
	Iteration 1F: 3 clusters Score -2870296 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -2871596.250000 Penalty: 974.325928
	Iteration 2F: 3 clusters Score -2871596 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2873325.500000 Penalty: 974.325928
	Iteration 3F: 3 clusters Score -2873326 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -2875440.250000 Penalty: 974.325928
	Iteration 4F: 3 clusters Score -2875440 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -2877404.500000 Penalty: 974.325928
	Iteration 5F: 3 clusters Score -2877404 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -2879028.500000 Penalty: 974.325928
	Iteration 6F: 3 clusters Score -2879028 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -2880228.250000 Penalty: 974.325928
	Iteration 7Q: 3 clusters Score -2880228 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -2881104.750000 Penalty: 974.325928
	Iteration 8Q: 3 clusters Score -2881105 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -2881852.750000 Penalty: 974.325928
	Iteration 9Q: 3 clusters Score -2881853 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -2882588.000000 Penalty: 974.325928
	Iteration 10Q: 3 clusters Score -2882588 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -2883221.500000 Penalty: 974.325928
	Iteration 11Q: 3 clusters Score -2883222 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -2883746.250000 Penalty: 974.325928
	Iteration 12Q: 3 clusters Score -2883746 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -2884238.250000 Penalty: 974.325928
	Iteration 13Q: 3 clusters Score -2884238 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -2884641.750000 Penalty: 974.325928
	Iteration 14Q: 3 clusters Score -2884642 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -2885002.750000 Penalty: 974.325928
	Iteration 15Q: 3 clusters Score -2885003 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -2885270.500000 Penalty: 974.325928
	Iteration 16Q: 3 clusters Score -2885270 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -2885458.750000 Penalty: 974.325928
	Iteration 17Q: 3 clusters Score -2885459 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -2885580.000000 Penalty: 974.325928
	Iteration 18Q: 3 clusters Score -2885580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -2885636.500000 Penalty: 974.325928
	Iteration 19Q: 3 clusters Score -2885636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -2885659.000000 Penalty: 974.325928
	Iteration 20F: 3 clusters Score -2885659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -2885682.500000 Penalty: 974.325928
	Iteration 21Q: 3 clusters Score -2885682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -2885693.250000 Penalty: 974.325928
	Iteration 22Q: 3 clusters Score -2885693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -2885699.250000 Penalty: 974.325928
	Iteration 23Q: 3 clusters Score -2885699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -2885701.250000 Penalty: 974.325928
	Iteration 24Q: 3 clusters Score -2885701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -2885702.000000 Penalty: 974.325928
	Iteration 25Q: 3 clusters Score -2885702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -2885702.750000 Penalty: 974.325928
	Iteration 26Q: 3 clusters Score -2885703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -2885703.500000 Penalty: 974.325928
	Iteration 27Q: 3 clusters Score -2885704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -2885704.500000 Penalty: 974.325928
	Iteration 28Q: 3 clusters Score -2885704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -2885708.250000 Penalty: 974.325928
	Iteration 29Q: 3 clusters Score -2885708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -2885708.250000 Penalty: 974.325928
	Iteration 30F: 3 clusters Score -2885708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1230237.625000 Penalty: 447.773987
	Iteration 0F: 2 clusters Score -1230238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1217790.875000 Penalty: 895.547974
	Iteration 0F: 3 clusters Score -1217791 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1222963.125000 Penalty: 895.547974
	Iteration 1F: 3 clusters Score -1222963 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1223236.250000 Penalty: 895.547974
	Iteration 2Q: 3 clusters Score -1223236 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1223655.500000 Penalty: 895.547974
	Iteration 3Q: 3 clusters Score -1223656 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1224339.125000 Penalty: 895.547974
	Iteration 4F: 3 clusters Score -1224339 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1225376.125000 Penalty: 895.547974
	Iteration 5F: 3 clusters Score -1225376 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1226716.625000 Penalty: 895.547974
	Iteration 6F: 3 clusters Score -1226717 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1227997.250000 Penalty: 895.547974
	Iteration 7F: 3 clusters Score -1227997 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1228874.125000 Penalty: 895.547974
	Iteration 8F: 3 clusters Score -1228874 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1229300.125000 Penalty: 895.547974
	Iteration 9Q: 3 clusters Score -1229300 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1229525.250000 Penalty: 895.547974
	Iteration 10Q: 3 clusters Score -1229525 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1229639.875000 Penalty: 895.547974
	Iteration 11Q: 3 clusters Score -1229640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1229719.875000 Penalty: 895.547974
	Iteration 12Q: 3 clusters Score -1229720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1229766.750000 Penalty: 895.547974
	Iteration 13Q: 3 clusters Score -1229767 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1229800.250000 Penalty: 895.547974
	Iteration 14Q: 3 clusters Score -1229800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1229820.500000 Penalty: 895.547974
	Iteration 15Q: 3 clusters Score -1229820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1229832.875000 Penalty: 895.547974
	Iteration 16Q: 3 clusters Score -1229833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1229846.125000 Penalty: 895.547974
	Iteration 17Q: 3 clusters Score -1229846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1229853.875000 Penalty: 895.547974
	Iteration 18Q: 3 clusters Score -1229854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1229855.250000 Penalty: 895.547974
	Iteration 19Q: 3 clusters Score -1229855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1229862.750000 Penalty: 895.547974
	Iteration 20F: 3 clusters Score -1229863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1229869.500000 Penalty: 895.547974
	Iteration 21Q: 3 clusters Score -1229870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1229870.875000 Penalty: 895.547974
	Iteration 22Q: 3 clusters Score -1229871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1229876.500000 Penalty: 895.547974
	Iteration 23Q: 3 clusters Score -1229876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1229877.250000 Penalty: 895.547974
	Iteration 24Q: 3 clusters Score -1229877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1229876.500000 Penalty: 895.547974
	Iteration 25Q: 3 clusters Score -1229876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1229878.000000 Penalty: 895.547974
	Iteration 26Q: 3 clusters Score -1229878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1229879.250000 Penalty: 895.547974
	Iteration 27Q: 3 clusters Score -1229879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1229878.625000 Penalty: 895.547974
	Iteration 28Q: 3 clusters Score -1229879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1229878.375000 Penalty: 895.547974
	Iteration 29Q: 3 clusters Score -1229878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1229880.375000 Penalty: 895.547974
	Iteration 30Q: 3 clusters Score -1229880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1229879.375000 Penalty: 895.547974
	Iteration 31Q: 3 clusters Score -1229879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1229879.375000 Penalty: 895.547974
	Iteration 32Q: 3 clusters Score -1229879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1229879.375000 Penalty: 895.547974
	Iteration 33F: 3 clusters Score -1229879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 35555 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 35814 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 80902 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 43629 members 
Mstep: Class 12 contains 42674 members 
Mstep: Class 13 contains 41035 members 
Mstep: Class 14 contains 5037 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 28321 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 50645 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11622 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 35412 members 
Mstep: Class 28 contains 90499 members 
Mstep: Class 29 contains 44146 members 
Mstep: Class 30 contains 44662 members 
Mstep: Class 31 contains 18792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238132.000000 Penalty: 19589.250000
Iteration 479Q: 33 clusters Score -4.223813e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 35604 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 35849 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80890 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 43493 members 
Mstep: Class 12 contains 42710 members 
Mstep: Class 13 contains 41036 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 7279 members 
Mstep: Class 16 contains 28316 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8493 members 
Mstep: Class 21 contains 50664 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 35433 members 
Mstep: Class 28 contains 90529 members 
Mstep: Class 29 contains 44142 members 
Mstep: Class 30 contains 44655 members 
Mstep: Class 31 contains 18791 members 
Mstep: Class 32 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238392.000000 Penalty: 19589.250000
Iteration 480F: 33 clusters Score -4.223839e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 35866 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80851 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 43357 members 
Mstep: Class 12 contains 42733 members 
Mstep: Class 13 contains 41038 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 7282 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 8566 members 
Mstep: Class 21 contains 50694 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11590 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 35443 members 
Mstep: Class 28 contains 90560 members 
Mstep: Class 29 contains 44138 members 
Mstep: Class 30 contains 44643 members 
Mstep: Class 31 contains 18792 members 
Mstep: Class 32 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238584.000000 Penalty: 19589.250000
Iteration 481Q: 33 clusters Score -4.223858e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 35789 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 35873 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80785 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 43221 members 
Mstep: Class 12 contains 42770 members 
Mstep: Class 13 contains 41034 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 7284 members 
Mstep: Class 16 contains 28311 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 50732 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11567 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 35457 members 
Mstep: Class 28 contains 90571 members 
Mstep: Class 29 contains 44135 members 
Mstep: Class 30 contains 44630 members 
Mstep: Class 31 contains 18792 members 
Mstep: Class 32 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238576.000000 Penalty: 19589.250000
Iteration 482Q: 33 clusters Score -4.223858e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 35907 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 35871 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80734 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 43066 members 
Mstep: Class 12 contains 42797 members 
Mstep: Class 13 contains 41040 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 7289 members 
Mstep: Class 16 contains 28314 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 8755 members 
Mstep: Class 21 contains 50771 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11547 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 35470 members 
Mstep: Class 28 contains 90578 members 
Mstep: Class 29 contains 44132 members 
Mstep: Class 30 contains 44621 members 
Mstep: Class 31 contains 18792 members 
Mstep: Class 32 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238536.000000 Penalty: 19589.250000
Iteration 483Q: 33 clusters Score -4.223854e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 36022 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 35879 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80685 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 42905 members 
Mstep: Class 12 contains 42823 members 
Mstep: Class 13 contains 41048 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 28316 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 50793 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11527 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 35478 members 
Mstep: Class 28 contains 90588 members 
Mstep: Class 29 contains 44128 members 
Mstep: Class 30 contains 44614 members 
Mstep: Class 31 contains 18791 members 
Mstep: Class 32 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238632.000000 Penalty: 19589.250000
Iteration 484Q: 33 clusters Score -4.223863e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 36141 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 35884 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80617 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 12 contains 42838 members 
Mstep: Class 13 contains 41046 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 28310 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 8953 members 
Mstep: Class 21 contains 50827 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11504 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35496 members 
Mstep: Class 28 contains 90594 members 
Mstep: Class 29 contains 44127 members 
Mstep: Class 30 contains 44613 members 
Mstep: Class 31 contains 18789 members 
Mstep: Class 32 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238708.000000 Penalty: 19589.250000
Iteration 485Q: 33 clusters Score -4.223871e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 36276 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 35889 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80531 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 42631 members 
Mstep: Class 12 contains 42854 members 
Mstep: Class 13 contains 41048 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 28306 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 9064 members 
Mstep: Class 21 contains 50878 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11484 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35501 members 
Mstep: Class 28 contains 90598 members 
Mstep: Class 29 contains 44125 members 
Mstep: Class 30 contains 44623 members 
Mstep: Class 31 contains 18790 members 
Mstep: Class 32 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238848.000000 Penalty: 19589.250000
Iteration 486Q: 33 clusters Score -4.223885e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 35890 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80460 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 42487 members 
Mstep: Class 12 contains 42874 members 
Mstep: Class 13 contains 41053 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 28298 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 50928 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11468 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35500 members 
Mstep: Class 28 contains 90604 members 
Mstep: Class 29 contains 44126 members 
Mstep: Class 30 contains 44635 members 
Mstep: Class 31 contains 18791 members 
Mstep: Class 32 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238832.000000 Penalty: 19589.250000
Iteration 487Q: 33 clusters Score -4.223883e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 36526 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 35897 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80379 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 42357 members 
Mstep: Class 12 contains 42890 members 
Mstep: Class 13 contains 41063 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 7321 members 
Mstep: Class 16 contains 28295 members 
Mstep: Class 17 contains 1984 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 9281 members 
Mstep: Class 21 contains 50967 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11452 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35501 members 
Mstep: Class 28 contains 90605 members 
Mstep: Class 29 contains 44123 members 
Mstep: Class 30 contains 44646 members 
Mstep: Class 31 contains 18791 members 
Mstep: Class 32 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238964.000000 Penalty: 19589.250000
Iteration 488Q: 33 clusters Score -4.223896e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 36617 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 35904 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80303 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 42238 members 
Mstep: Class 12 contains 42906 members 
Mstep: Class 13 contains 41068 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 7323 members 
Mstep: Class 16 contains 28296 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 9387 members 
Mstep: Class 21 contains 51002 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11432 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35524 members 
Mstep: Class 28 contains 90627 members 
Mstep: Class 29 contains 44119 members 
Mstep: Class 30 contains 44645 members 
Mstep: Class 31 contains 18790 members 
Mstep: Class 32 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239032.000000 Penalty: 19589.250000
Iteration 489Q: 33 clusters Score -4.223903e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 35911 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80227 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 42123 members 
Mstep: Class 12 contains 42916 members 
Mstep: Class 13 contains 41072 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 28296 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 9477 members 
Mstep: Class 21 contains 51052 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11419 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35545 members 
Mstep: Class 28 contains 90623 members 
Mstep: Class 29 contains 44116 members 
Mstep: Class 30 contains 44644 members 
Mstep: Class 31 contains 18789 members 
Mstep: Class 32 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239140.000000 Penalty: 19589.250000
Iteration 490Q: 33 clusters Score -4.223914e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 36799 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 35904 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80189 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 41989 members 
Mstep: Class 12 contains 42916 members 
Mstep: Class 13 contains 41074 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 28294 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 9562 members 
Mstep: Class 21 contains 51105 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11407 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 35571 members 
Mstep: Class 28 contains 90607 members 
Mstep: Class 29 contains 44116 members 
Mstep: Class 30 contains 44652 members 
Mstep: Class 31 contains 18789 members 
Mstep: Class 32 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239068.000000 Penalty: 19589.250000
Iteration 491Q: 33 clusters Score -4.223907e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 36891 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 35895 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80138 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 41872 members 
Mstep: Class 12 contains 42905 members 
Mstep: Class 13 contains 41073 members 
Mstep: Class 14 contains 4962 members 
Mstep: Class 15 contains 7341 members 
Mstep: Class 16 contains 28293 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 9657 members 
Mstep: Class 21 contains 51140 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11392 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 35600 members 
Mstep: Class 28 contains 90595 members 
Mstep: Class 29 contains 44115 members 
Mstep: Class 30 contains 44665 members 
Mstep: Class 31 contains 18787 members 
Mstep: Class 32 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239152.000000 Penalty: 19589.250000
Iteration 492Q: 33 clusters Score -4.223915e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 36983 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 35885 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80089 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 41742 members 
Mstep: Class 12 contains 42896 members 
Mstep: Class 13 contains 41075 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 28293 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 9761 members 
Mstep: Class 21 contains 51170 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11382 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 35630 members 
Mstep: Class 28 contains 90578 members 
Mstep: Class 29 contains 44113 members 
Mstep: Class 30 contains 44675 members 
Mstep: Class 31 contains 18786 members 
Mstep: Class 32 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239184.000000 Penalty: 19589.250000
Iteration 493Q: 33 clusters Score -4.223918e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 37097 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 35862 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80051 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 41603 members 
Mstep: Class 12 contains 42895 members 
Mstep: Class 13 contains 41080 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 7351 members 
Mstep: Class 16 contains 28289 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 9847 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11370 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 35667 members 
Mstep: Class 28 contains 90548 members 
Mstep: Class 29 contains 44107 members 
Mstep: Class 30 contains 44680 members 
Mstep: Class 31 contains 18786 members 
Mstep: Class 32 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239212.000000 Penalty: 19589.250000
Iteration 494Q: 33 clusters Score -4.223921e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 37225 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 35842 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 80010 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 41456 members 
Mstep: Class 12 contains 42896 members 
Mstep: Class 13 contains 41081 members 
Mstep: Class 14 contains 4921 members 
Mstep: Class 15 contains 7358 members 
Mstep: Class 16 contains 28291 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 9929 members 
Mstep: Class 21 contains 51237 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11358 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 35692 members 
Mstep: Class 28 contains 90519 members 
Mstep: Class 29 contains 44102 members 
Mstep: Class 30 contains 44672 members 
Mstep: Class 31 contains 18787 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239352.000000 Penalty: 19589.250000
Iteration 495Q: 33 clusters Score -4.223935e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 37306 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 35807 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80020 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 41327 members 
Mstep: Class 12 contains 42899 members 
Mstep: Class 13 contains 41083 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 7366 members 
Mstep: Class 16 contains 28289 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 10033 members 
Mstep: Class 21 contains 51279 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11355 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 35713 members 
Mstep: Class 28 contains 90486 members 
Mstep: Class 29 contains 44097 members 
Mstep: Class 30 contains 44654 members 
Mstep: Class 31 contains 18788 members 
Mstep: Class 32 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239376.000000 Penalty: 19589.250000
Iteration 496Q: 33 clusters Score -4.223938e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 37415 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 80005 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5521 members 
Mstep: Class 11 contains 41186 members 
Mstep: Class 12 contains 42908 members 
Mstep: Class 13 contains 41084 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 28292 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 51320 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11348 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 35734 members 
Mstep: Class 28 contains 90455 members 
Mstep: Class 29 contains 44093 members 
Mstep: Class 30 contains 44643 members 
Mstep: Class 31 contains 18788 members 
Mstep: Class 32 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239472.000000 Penalty: 19589.250000
Iteration 497Q: 33 clusters Score -4.223947e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 37524 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 35753 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 79976 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 41052 members 
Mstep: Class 12 contains 42915 members 
Mstep: Class 13 contains 41084 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 7376 members 
Mstep: Class 16 contains 28293 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 10188 members 
Mstep: Class 21 contains 51368 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11339 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 35741 members 
Mstep: Class 28 contains 90442 members 
Mstep: Class 29 contains 44091 members 
Mstep: Class 30 contains 44628 members 
Mstep: Class 31 contains 18788 members 
Mstep: Class 32 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239452.000000 Penalty: 19589.250000
Iteration 498Q: 33 clusters Score -4.223945e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 37603 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 35730 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 79946 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 40917 members 
Mstep: Class 12 contains 42925 members 
Mstep: Class 13 contains 41086 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 28297 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 10255 members 
Mstep: Class 21 contains 51414 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11338 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 35751 members 
Mstep: Class 28 contains 90427 members 
Mstep: Class 29 contains 44088 members 
Mstep: Class 30 contains 44610 members 
Mstep: Class 31 contains 18787 members 
Mstep: Class 32 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239560.000000 Penalty: 19589.250000
Iteration 499Q: 33 clusters Score -4.223956e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 37688 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 35711 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 79931 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 40804 members 
Mstep: Class 12 contains 42939 members 
Mstep: Class 13 contains 41090 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 7386 members 
Mstep: Class 16 contains 28298 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 51421 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 11343 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 35769 members 
Mstep: Class 28 contains 90430 members 
Mstep: Class 29 contains 44086 members 
Mstep: Class 30 contains 44590 members 
Mstep: Class 31 contains 18786 members 
Mstep: Class 32 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239576.000000 Penalty: 19589.250000
Iteration 500F: 33 clusters Score -4.223958e+07 nChanged 764
Maximum iterations exceeded
22->33 Clusters: Score -42239576.000000, best is -42242092.000000

Starting from 23 clusters...
--- Clustering full data set of 696731 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 31847 members 
Mstep: Class 3 contains 31583 members 
Mstep: Class 4 contains 31375 members 
Mstep: Class 5 contains 31591 members 
Mstep: Class 6 contains 31589 members 
Mstep: Class 7 contains 31438 members 
Mstep: Class 8 contains 31659 members 
Mstep: Class 9 contains 31431 members 
Mstep: Class 10 contains 31701 members 
Mstep: Class 11 contains 31801 members 
Mstep: Class 12 contains 31593 members 
Mstep: Class 13 contains 31553 members 
Mstep: Class 14 contains 31777 members 
Mstep: Class 15 contains 31695 members 
Mstep: Class 16 contains 31871 members 
Mstep: Class 17 contains 31526 members 
Mstep: Class 18 contains 31722 members 
Mstep: Class 19 contains 31816 members 
Mstep: Class 20 contains 31628 members 
Mstep: Class 21 contains 31855 members 
Mstep: Class 22 contains 32165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 229.845352 but Gain 612.164062
Score: -39604604.000000 Penalty: 12855.445312
Iteration 0F: 22 clusters Score -3.96046e+07 nChanged 665062
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 14490 members 
Mstep: Class 3 contains 335948 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 64055 members 
Mstep: Class 6 contains 29178 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 17504 members 
Mstep: Class 9 contains 61466 members 
Mstep: Class 10 contains 28112 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 41408 members 
Mstep: Class 14 contains 43709 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 20002 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 5828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41045948.000000 Penalty: 12855.445312
Iteration 1F: 22 clusters Score -4.104595e+07 nChanged 183338
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 368571 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 72048 members 
Mstep: Class 6 contains 23405 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 15734 members 
Mstep: Class 9 contains 57164 members 
Mstep: Class 10 contains 23725 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 30294 members 
Mstep: Class 14 contains 56994 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 2445 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41149096.000000 Penalty: 12855.445312
Iteration 2F: 22 clusters Score -4.11491e+07 nChanged 165356
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 329236 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 89865 members 
Mstep: Class 6 contains 24184 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 54439 members 
Mstep: Class 10 contains 24964 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 22006 members 
Mstep: Class 14 contains 92889 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 3573 members 
Mstep: Class 22 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41401112.000000 Penalty: 12855.445312
Iteration 3F: 22 clusters Score -4.140111e+07 nChanged 139800
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 286802 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 102274 members 
Mstep: Class 6 contains 22727 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 21903 members 
Mstep: Class 9 contains 57791 members 
Mstep: Class 10 contains 23831 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 17415 members 
Mstep: Class 14 contains 127658 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 4063 members 
Mstep: Class 21 contains 4239 members 
Mstep: Class 22 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 605.599487 but Gain 612.164062
Score: -41452572.000000 Penalty: 12243.281250
Iteration 4F: 21 clusters Score -4.145257e+07 nChanged 143233
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 3 contains 217710 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 109046 members 
Mstep: Class 6 contains 23039 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 33633 members 
Mstep: Class 9 contains 71838 members 
Mstep: Class 10 contains 25663 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 17779 members 
Mstep: Class 14 contains 163285 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 1376 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 4768 members 
Mstep: Class 22 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41637108.000000 Penalty: 12243.281250
Iteration 5F: 21 clusters Score -4.163711e+07 nChanged 105494
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 3 contains 201681 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 92955 members 
Mstep: Class 6 contains 23504 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 45181 members 
Mstep: Class 9 contains 91513 members 
Mstep: Class 10 contains 24192 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 19100 members 
Mstep: Class 14 contains 161680 members 
Mstep: Class 16 contains 10337 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 5297 members 
Mstep: Class 22 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 587.355530 but Gain 612.164062
Score: -41762776.000000 Penalty: 11631.117188
Iteration 6F: 20 clusters Score -4.176278e+07 nChanged 83511
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 176423 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 5 contains 85589 members 
Mstep: Class 6 contains 25772 members 
Mstep: Class 7 contains 405 members 
Mstep: Class 8 contains 57233 members 
Mstep: Class 9 contains 112882 members 
Mstep: Class 10 contains 23152 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 22406 members 
Mstep: Class 14 contains 154101 members 
Mstep: Class 16 contains 12393 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41860208.000000 Penalty: 11631.117188
Iteration 7F: 20 clusters Score -4.186021e+07 nChanged 83847
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 152383 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 76805 members 
Mstep: Class 6 contains 28884 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 8 contains 66545 members 
Mstep: Class 9 contains 129760 members 
Mstep: Class 10 contains 22275 members 
Mstep: Class 11 contains 3899 members 
Mstep: Class 12 contains 6872 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 152885 members 
Mstep: Class 16 contains 14544 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 1568 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41873924.000000 Penalty: 11631.117188
Iteration 8F: 20 clusters Score -4.187392e+07 nChanged 84624
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 114497 members 
Mstep: Class 4 contains 1072 members 
Mstep: Class 5 contains 76515 members 
Mstep: Class 6 contains 33627 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 72961 members 
Mstep: Class 9 contains 144926 members 
Mstep: Class 10 contains 23611 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 7470 members 
Mstep: Class 13 contains 30289 members 
Mstep: Class 14 contains 155584 members 
Mstep: Class 16 contains 16817 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41935832.000000 Penalty: 11631.117188
Iteration 9F: 20 clusters Score -4.193583e+07 nChanged 61179
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 3 contains 87855 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 78584 members 
Mstep: Class 6 contains 38242 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 75589 members 
Mstep: Class 9 contains 156432 members 
Mstep: Class 10 contains 25102 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 14 contains 152691 members 
Mstep: Class 16 contains 19055 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 3796 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41949468.000000 Penalty: 11631.117188
Iteration 10F: 20 clusters Score -4.194947e+07 nChanged 50010
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 3 contains 77167 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 80300 members 
Mstep: Class 6 contains 42989 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 76937 members 
Mstep: Class 9 contains 157492 members 
Mstep: Class 10 contains 28220 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 7822 members 
Mstep: Class 13 contains 39187 members 
Mstep: Class 14 contains 144372 members 
Mstep: Class 16 contains 21524 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 3685 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41937060.000000 Penalty: 11631.117188
Iteration 11F: 20 clusters Score -4.193706e+07 nChanged 45266
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 3 contains 74785 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 82730 members 
Mstep: Class 6 contains 48642 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 77708 members 
Mstep: Class 9 contains 156350 members 
Mstep: Class 10 contains 32855 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 7700 members 
Mstep: Class 13 contains 44734 members 
Mstep: Class 14 contains 126401 members 
Mstep: Class 16 contains 23766 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41966780.000000 Penalty: 11631.117188
Iteration 12F: 20 clusters Score -4.196678e+07 nChanged 36916
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 70620 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 85694 members 
Mstep: Class 6 contains 54014 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 78270 members 
Mstep: Class 9 contains 154032 members 
Mstep: Class 10 contains 38231 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 7424 members 
Mstep: Class 13 contains 50653 members 
Mstep: Class 14 contains 111016 members 
Mstep: Class 16 contains 25596 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 1206 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 4907 members 
Mstep: Class 22 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41997348.000000 Penalty: 11631.117188
Iteration 13F: 20 clusters Score -4.199735e+07 nChanged 33855
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 64953 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 88559 members 
Mstep: Class 6 contains 58877 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 78578 members 
Mstep: Class 9 contains 151501 members 
Mstep: Class 10 contains 44282 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 56611 members 
Mstep: Class 14 contains 98358 members 
Mstep: Class 16 contains 26915 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 3464 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42027080.000000 Penalty: 11631.117188
Iteration 14Q: 20 clusters Score -4.202708e+07 nChanged 31900
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 58946 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 90276 members 
Mstep: Class 6 contains 62892 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 78582 members 
Mstep: Class 9 contains 149390 members 
Mstep: Class 10 contains 50322 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 6952 members 
Mstep: Class 13 contains 62422 members 
Mstep: Class 14 contains 88626 members 
Mstep: Class 16 contains 27777 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 1004 members 
Mstep: Class 20 contains 3429 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42051652.000000 Penalty: 11631.117188
Iteration 15Q: 20 clusters Score -4.205165e+07 nChanged 29967
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 52794 members 
Mstep: Class 4 contains 715 members 
Mstep: Class 5 contains 90558 members 
Mstep: Class 6 contains 66027 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 78443 members 
Mstep: Class 9 contains 147726 members 
Mstep: Class 10 contains 56523 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 68120 members 
Mstep: Class 14 contains 81316 members 
Mstep: Class 16 contains 28235 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 4676 members 
Mstep: Class 22 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42071216.000000 Penalty: 11631.117188
Iteration 16Q: 20 clusters Score -4.207122e+07 nChanged 27051
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 47448 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 89619 members 
Mstep: Class 6 contains 68242 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 145826 members 
Mstep: Class 10 contains 62483 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 73821 members 
Mstep: Class 14 contains 75873 members 
Mstep: Class 16 contains 28596 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 4562 members 
Mstep: Class 22 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42086024.000000 Penalty: 11631.117188
Iteration 17Q: 20 clusters Score -4.208602e+07 nChanged 25096
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 42601 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 88199 members 
Mstep: Class 6 contains 69926 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 77962 members 
Mstep: Class 9 contains 143405 members 
Mstep: Class 10 contains 68254 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 7408 members 
Mstep: Class 13 contains 79516 members 
Mstep: Class 14 contains 71624 members 
Mstep: Class 16 contains 28901 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 794 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 573.551575 but Gain 612.164062
Score: -42097040.000000 Penalty: 11018.953125
Iteration 18Q: 19 clusters Score -4.209704e+07 nChanged 24341
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 37701 members 
Mstep: Class 5 contains 86835 members 
Mstep: Class 6 contains 71891 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 77732 members 
Mstep: Class 9 contains 140479 members 
Mstep: Class 10 contains 74499 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 7675 members 
Mstep: Class 13 contains 85490 members 
Mstep: Class 14 contains 67255 members 
Mstep: Class 16 contains 29114 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42103916.000000 Penalty: 11018.953125
Iteration 19Q: 19 clusters Score -4.210392e+07 nChanged 24170
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 32907 members 
Mstep: Class 5 contains 85607 members 
Mstep: Class 6 contains 74319 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 77510 members 
Mstep: Class 9 contains 137957 members 
Mstep: Class 10 contains 81018 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 90078 members 
Mstep: Class 14 contains 62453 members 
Mstep: Class 16 contains 29126 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 779 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42102684.000000 Penalty: 11018.953125
Iteration 20F: 19 clusters Score -4.210268e+07 nChanged 26629
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 28163 members 
Mstep: Class 5 contains 84503 members 
Mstep: Class 6 contains 77922 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 77286 members 
Mstep: Class 9 contains 137418 members 
Mstep: Class 10 contains 86980 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8323 members 
Mstep: Class 13 contains 92046 members 
Mstep: Class 14 contains 57431 members 
Mstep: Class 16 contains 29071 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42099784.000000 Penalty: 11018.953125
Iteration 21Q: 19 clusters Score -4.209978e+07 nChanged 24413
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 24847 members 
Mstep: Class 5 contains 84619 members 
Mstep: Class 6 contains 82454 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 77067 members 
Mstep: Class 9 contains 137844 members 
Mstep: Class 10 contains 89222 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 92013 members 
Mstep: Class 14 contains 53358 members 
Mstep: Class 16 contains 29130 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42099116.000000 Penalty: 11018.953125
Iteration 22Q: 19 clusters Score -4.209912e+07 nChanged 22125
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 22931 members 
Mstep: Class 5 contains 85538 members 
Mstep: Class 6 contains 88316 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 76876 members 
Mstep: Class 9 contains 137825 members 
Mstep: Class 10 contains 88536 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 90401 members 
Mstep: Class 14 contains 50546 members 
Mstep: Class 16 contains 29196 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 809 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 4255 members 
Mstep: Class 22 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42101336.000000 Penalty: 11018.953125
Iteration 23Q: 19 clusters Score -4.210134e+07 nChanged 20142
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 21997 members 
Mstep: Class 5 contains 86288 members 
Mstep: Class 6 contains 94788 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 76707 members 
Mstep: Class 9 contains 136466 members 
Mstep: Class 10 contains 87308 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 9812 members 
Mstep: Class 13 contains 88047 members 
Mstep: Class 14 contains 48690 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 2438 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42103464.000000 Penalty: 11018.953125
Iteration 24Q: 19 clusters Score -4.210346e+07 nChanged 19434
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 21666 members 
Mstep: Class 5 contains 86514 members 
Mstep: Class 6 contains 101454 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 76501 members 
Mstep: Class 9 contains 133763 members 
Mstep: Class 10 contains 86387 members 
Mstep: Class 11 contains 4032 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 85483 members 
Mstep: Class 14 contains 47536 members 
Mstep: Class 16 contains 29523 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42104476.000000 Penalty: 11018.953125
Iteration 25Q: 19 clusters Score -4.210448e+07 nChanged 18213
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 21682 members 
Mstep: Class 5 contains 86458 members 
Mstep: Class 6 contains 107573 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 76265 members 
Mstep: Class 9 contains 130073 members 
Mstep: Class 10 contains 85585 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 83570 members 
Mstep: Class 14 contains 46796 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 4267 members 
Mstep: Class 22 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 19 clusters Score -4.210331e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 22007 members 
Mstep: Class 5 contains 86376 members 
Mstep: Class 6 contains 112860 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 76089 members 
Mstep: Class 9 contains 125902 members 
Mstep: Class 10 contains 84782 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 12083 members 
Mstep: Class 13 contains 82172 members 
Mstep: Class 14 contains 46360 members 
Mstep: Class 16 contains 30351 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 916 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 4265 members 
Mstep: Class 22 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42101812.000000 Penalty: 11018.953125
Iteration 27Q: 19 clusters Score -4.210181e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 22533 members 
Mstep: Class 5 contains 86329 members 
Mstep: Class 6 contains 116800 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 122009 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 3929 members 
Mstep: Class 12 contains 12767 members 
Mstep: Class 13 contains 81391 members 
Mstep: Class 14 contains 46129 members 
Mstep: Class 16 contains 30960 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42102236.000000 Penalty: 11018.953125
Iteration 28Q: 19 clusters Score -4.210224e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 23245 members 
Mstep: Class 5 contains 86312 members 
Mstep: Class 6 contains 119880 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 75973 members 
Mstep: Class 9 contains 118563 members 
Mstep: Class 10 contains 82652 members 
Mstep: Class 11 contains 3992 members 
Mstep: Class 12 contains 13325 members 
Mstep: Class 13 contains 80859 members 
Mstep: Class 14 contains 45915 members 
Mstep: Class 16 contains 31609 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 959 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42103760.000000 Penalty: 11018.953125
Iteration 29Q: 19 clusters Score -4.210376e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 23997 members 
Mstep: Class 5 contains 86190 members 
Mstep: Class 6 contains 122198 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 75963 members 
Mstep: Class 9 contains 115267 members 
Mstep: Class 10 contains 81900 members 
Mstep: Class 11 contains 4079 members 
Mstep: Class 12 contains 13853 members 
Mstep: Class 13 contains 80586 members 
Mstep: Class 14 contains 45802 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2096 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42106256.000000 Penalty: 11018.953125
Iteration 30Q: 19 clusters Score -4.210626e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 5 contains 86045 members 
Mstep: Class 6 contains 124182 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 75935 members 
Mstep: Class 9 contains 112250 members 
Mstep: Class 10 contains 81306 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 14344 members 
Mstep: Class 13 contains 80342 members 
Mstep: Class 14 contains 45740 members 
Mstep: Class 16 contains 32680 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 22 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42108768.000000 Penalty: 11018.953125
Iteration 31Q: 19 clusters Score -4.210877e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 25646 members 
Mstep: Class 5 contains 85922 members 
Mstep: Class 6 contains 125564 members 
Mstep: Class 7 contains 245 members 
Mstep: Class 8 contains 75897 members 
Mstep: Class 9 contains 109558 members 
Mstep: Class 10 contains 80739 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 14826 members 
Mstep: Class 13 contains 80304 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 16 contains 33159 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 4579 members 
Mstep: Class 22 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42111904.000000 Penalty: 11018.953125
Iteration 32Q: 19 clusters Score -4.21119e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 26482 members 
Mstep: Class 5 contains 85780 members 
Mstep: Class 6 contains 126654 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 75858 members 
Mstep: Class 9 contains 107382 members 
Mstep: Class 10 contains 80130 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 15307 members 
Mstep: Class 13 contains 80221 members 
Mstep: Class 14 contains 45649 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 854 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 1811 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42114844.000000 Penalty: 11018.953125
Iteration 33Q: 19 clusters Score -4.211484e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 27337 members 
Mstep: Class 5 contains 85635 members 
Mstep: Class 6 contains 127537 members 
Mstep: Class 7 contains 229 members 
Mstep: Class 8 contains 75820 members 
Mstep: Class 9 contains 105599 members 
Mstep: Class 10 contains 79594 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 15722 members 
Mstep: Class 13 contains 80005 members 
Mstep: Class 14 contains 45608 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118212.000000 Penalty: 11018.953125
Iteration 34Q: 19 clusters Score -4.211821e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 28182 members 
Mstep: Class 5 contains 85402 members 
Mstep: Class 6 contains 128246 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 75760 members 
Mstep: Class 9 contains 103957 members 
Mstep: Class 10 contains 79253 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 16059 members 
Mstep: Class 13 contains 79858 members 
Mstep: Class 14 contains 45573 members 
Mstep: Class 16 contains 34291 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 984 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120784.000000 Penalty: 11018.953125
Iteration 35Q: 19 clusters Score -4.212078e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 29090 members 
Mstep: Class 5 contains 85227 members 
Mstep: Class 6 contains 128876 members 
Mstep: Class 7 contains 225 members 
Mstep: Class 8 contains 75658 members 
Mstep: Class 9 contains 102617 members 
Mstep: Class 10 contains 78761 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 16430 members 
Mstep: Class 13 contains 79599 members 
Mstep: Class 14 contains 45541 members 
Mstep: Class 16 contains 34607 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42123628.000000 Penalty: 11018.953125
Iteration 36Q: 19 clusters Score -4.212363e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 29889 members 
Mstep: Class 5 contains 85069 members 
Mstep: Class 6 contains 129215 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 75556 members 
Mstep: Class 9 contains 101365 members 
Mstep: Class 10 contains 78404 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 16810 members 
Mstep: Class 13 contains 79471 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 16 contains 34965 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125408.000000 Penalty: 11018.953125
Iteration 37Q: 19 clusters Score -4.212541e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 30722 members 
Mstep: Class 5 contains 84941 members 
Mstep: Class 6 contains 129512 members 
Mstep: Class 7 contains 222 members 
Mstep: Class 8 contains 75473 members 
Mstep: Class 9 contains 100298 members 
Mstep: Class 10 contains 77944 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 17159 members 
Mstep: Class 13 contains 79273 members 
Mstep: Class 14 contains 45465 members 
Mstep: Class 16 contains 35302 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 5119 members 
Mstep: Class 22 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42127004.000000 Penalty: 11018.953125
Iteration 38Q: 19 clusters Score -4.2127e+07 nChanged 4849
Entering ConstructFrom: 
Score: -42127004.000000 Penalty: 11018.953125
Entering ConstructFrom: 
Trying to split cluster 3 (31510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Entering Unmasked Estep 
Score: -2049216.500000 Penalty: 471.291718
	Iteration 0F: 2 clusters Score -2049216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2028246.000000 Penalty: 942.583435
	Iteration 0F: 3 clusters Score -2028246 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2037462.875000 Penalty: 942.583435
	Iteration 1F: 3 clusters Score -2037463 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2038149.875000 Penalty: 942.583435
	Iteration 2Q: 3 clusters Score -2038150 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2039256.625000 Penalty: 942.583435
	Iteration 3F: 3 clusters Score -2039257 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2040856.125000 Penalty: 942.583435
	Iteration 4F: 3 clusters Score -2040856 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2042525.500000 Penalty: 942.583435
	Iteration 5F: 3 clusters Score -2042526 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2043678.625000 Penalty: 942.583435
	Iteration 6F: 3 clusters Score -2043679 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2044200.625000 Penalty: 942.583435
	Iteration 7Q: 3 clusters Score -2044201 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2044474.625000 Penalty: 942.583435
	Iteration 8Q: 3 clusters Score -2044475 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2044659.625000 Penalty: 942.583435
	Iteration 9Q: 3 clusters Score -2044660 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2044820.500000 Penalty: 942.583435
	Iteration 10Q: 3 clusters Score -2044820 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2044970.875000 Penalty: 942.583435
	Iteration 11Q: 3 clusters Score -2044971 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2045114.125000 Penalty: 942.583435
	Iteration 12Q: 3 clusters Score -2045114 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2045251.875000 Penalty: 942.583435
	Iteration 13Q: 3 clusters Score -2045252 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2045394.875000 Penalty: 942.583435
	Iteration 14Q: 3 clusters Score -2045395 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2045530.875000 Penalty: 942.583435
	Iteration 15Q: 3 clusters Score -2045531 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2045655.500000 Penalty: 942.583435
	Iteration 16Q: 3 clusters Score -2045656 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2045776.250000 Penalty: 942.583435
	Iteration 17Q: 3 clusters Score -2045776 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2045900.375000 Penalty: 942.583435
	Iteration 18Q: 3 clusters Score -2045900 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2046052.875000 Penalty: 942.583435
	Iteration 19Q: 3 clusters Score -2046053 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2046220.500000 Penalty: 942.583435
	Iteration 20F: 3 clusters Score -2046220 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2046420.000000 Penalty: 942.583435
	Iteration 21Q: 3 clusters Score -2046420 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2046612.125000 Penalty: 942.583435
	Iteration 22Q: 3 clusters Score -2046612 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2046800.375000 Penalty: 942.583435
	Iteration 23Q: 3 clusters Score -2046800 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2047001.875000 Penalty: 942.583435
	Iteration 24Q: 3 clusters Score -2047002 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2047208.250000 Penalty: 942.583435
	Iteration 25Q: 3 clusters Score -2047208 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2047429.250000 Penalty: 942.583435
	Iteration 26Q: 3 clusters Score -2047429 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2047615.500000 Penalty: 942.583435
	Iteration 27Q: 3 clusters Score -2047616 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2047814.375000 Penalty: 942.583435
	Iteration 28Q: 3 clusters Score -2047814 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2047977.750000 Penalty: 942.583435
	Iteration 29Q: 3 clusters Score -2047978 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2048121.000000 Penalty: 942.583435
	Iteration 30Q: 3 clusters Score -2048121 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2048232.250000 Penalty: 942.583435
	Iteration 31Q: 3 clusters Score -2048232 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2048350.250000 Penalty: 942.583435
	Iteration 32Q: 3 clusters Score -2048350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2048452.000000 Penalty: 942.583435
	Iteration 33Q: 3 clusters Score -2048452 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2048528.000000 Penalty: 942.583435
	Iteration 34Q: 3 clusters Score -2048528 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2048602.625000 Penalty: 942.583435
	Iteration 35Q: 3 clusters Score -2048603 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2048670.750000 Penalty: 942.583435
	Iteration 36Q: 3 clusters Score -2048671 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2048709.500000 Penalty: 942.583435
	Iteration 37Q: 3 clusters Score -2048710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2048741.750000 Penalty: 942.583435
	Iteration 38Q: 3 clusters Score -2048742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2048772.500000 Penalty: 942.583435
	Iteration 39Q: 3 clusters Score -2048772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2048794.500000 Penalty: 942.583435
	Iteration 40F: 3 clusters Score -2048794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2048809.125000 Penalty: 942.583435
	Iteration 41Q: 3 clusters Score -2048809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2048825.250000 Penalty: 942.583435
	Iteration 42Q: 3 clusters Score -2048825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2048829.750000 Penalty: 942.583435
	Iteration 43Q: 3 clusters Score -2048830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2048837.375000 Penalty: 942.583435
	Iteration 44Q: 3 clusters Score -2048837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2048842.625000 Penalty: 942.583435
	Iteration 45Q: 3 clusters Score -2048843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2048852.125000 Penalty: 942.583435
	Iteration 46Q: 3 clusters Score -2048852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2048856.625000 Penalty: 942.583435
	Iteration 47Q: 3 clusters Score -2048857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2048865.875000 Penalty: 942.583435
	Iteration 48Q: 3 clusters Score -2048866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2048872.500000 Penalty: 942.583435
	Iteration 49Q: 3 clusters Score -2048872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2048881.500000 Penalty: 942.583435
	Iteration 50Q: 3 clusters Score -2048882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2048881.375000 Penalty: 942.583435
	Iteration 51Q: 3 clusters Score -2048881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2048888.000000 Penalty: 942.583435
	Iteration 52Q: 3 clusters Score -2048888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2048894.625000 Penalty: 942.583435
	Iteration 53Q: 3 clusters Score -2048895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2048895.500000 Penalty: 942.583435
	Iteration 54Q: 3 clusters Score -2048896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2048899.750000 Penalty: 942.583435
	Iteration 55Q: 3 clusters Score -2048900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2048898.625000 Penalty: 942.583435
	Iteration 56Q: 3 clusters Score -2048899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2048902.500000 Penalty: 942.583435
	Iteration 57Q: 3 clusters Score -2048902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2048904.000000 Penalty: 942.583435
	Iteration 58Q: 3 clusters Score -2048904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2048906.625000 Penalty: 942.583435
	Iteration 59Q: 3 clusters Score -2048907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2048910.000000 Penalty: 942.583435
	Iteration 60F: 3 clusters Score -2048910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2048910.500000 Penalty: 942.583435
	Iteration 61Q: 3 clusters Score -2048910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2048911.125000 Penalty: 942.583435
	Iteration 62Q: 3 clusters Score -2048911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2048911.750000 Penalty: 942.583435
	Iteration 63Q: 3 clusters Score -2048912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2048914.125000 Penalty: 942.583435
	Iteration 64Q: 3 clusters Score -2048914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2048913.000000 Penalty: 942.583435
	Iteration 65Q: 3 clusters Score -2048913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2048914.625000 Penalty: 942.583435
	Iteration 66Q: 3 clusters Score -2048915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2048914.875000 Penalty: 942.583435
	Iteration 67Q: 3 clusters Score -2048915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2048914.875000 Penalty: 942.583435
	Iteration 68F: 3 clusters Score -2048915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (84842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Entering Unmasked Estep 
Score: -5426266.000000 Penalty: 516.358826
	Iteration 0F: 2 clusters Score -5426266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5372103.000000 Penalty: 1032.717651
	Iteration 0F: 3 clusters Score -5372103 nChanged 41262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -5399739.500000 Penalty: 1032.717651
	Iteration 1F: 3 clusters Score -5399740 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -5404019.000000 Penalty: 1032.717651
	Iteration 2F: 3 clusters Score -5404019 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -5409534.000000 Penalty: 1032.717651
	Iteration 3F: 3 clusters Score -5409534 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -5414058.500000 Penalty: 1032.717651
	Iteration 4F: 3 clusters Score -5414058 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -5416282.000000 Penalty: 1032.717651
	Iteration 5F: 3 clusters Score -5416282 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -5417370.500000 Penalty: 1032.717651
	Iteration 6Q: 3 clusters Score -5417370 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -5418077.500000 Penalty: 1032.717651
	Iteration 7Q: 3 clusters Score -5418078 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -5418850.000000 Penalty: 1032.717651
	Iteration 8Q: 3 clusters Score -5418850 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -5419557.500000 Penalty: 1032.717651
	Iteration 9Q: 3 clusters Score -5419558 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -5420441.500000 Penalty: 1032.717651
	Iteration 10Q: 3 clusters Score -5420442 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -5421320.500000 Penalty: 1032.717651
	Iteration 11Q: 3 clusters Score -5421320 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -5422203.000000 Penalty: 1032.717651
	Iteration 12Q: 3 clusters Score -5422203 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -5422963.000000 Penalty: 1032.717651
	Iteration 13Q: 3 clusters Score -5422963 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -5423550.500000 Penalty: 1032.717651
	Iteration 14Q: 3 clusters Score -5423550 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -5424077.500000 Penalty: 1032.717651
	Iteration 15Q: 3 clusters Score -5424078 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -5424578.000000 Penalty: 1032.717651
	Iteration 16Q: 3 clusters Score -5424578 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -5424921.500000 Penalty: 1032.717651
	Iteration 17Q: 3 clusters Score -5424922 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -5425299.000000 Penalty: 1032.717651
	Iteration 18Q: 3 clusters Score -5425299 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -5425666.000000 Penalty: 1032.717651
	Iteration 19Q: 3 clusters Score -5425666 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -5426149.500000 Penalty: 1032.717651
	Iteration 20F: 3 clusters Score -5426150 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -5426559.000000 Penalty: 1032.717651
	Iteration 21Q: 3 clusters Score -5426559 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -5426927.500000 Penalty: 1032.717651
	Iteration 22Q: 3 clusters Score -5426928 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -5427255.000000 Penalty: 1032.717651
	Iteration 23Q: 3 clusters Score -5427255 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -5427570.000000 Penalty: 1032.717651
	Iteration 24Q: 3 clusters Score -5427570 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -5427859.500000 Penalty: 1032.717651
	Iteration 25Q: 3 clusters Score -5427860 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -5428149.000000 Penalty: 1032.717651
	Iteration 26Q: 3 clusters Score -5428149 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -5428418.500000 Penalty: 1032.717651
	Iteration 27Q: 3 clusters Score -5428418 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -5428675.000000 Penalty: 1032.717651
	Iteration 28Q: 3 clusters Score -5428675 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -5428939.500000 Penalty: 1032.717651
	Iteration 29Q: 3 clusters Score -5428940 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -5429205.000000 Penalty: 1032.717651
	Iteration 30Q: 3 clusters Score -5429205 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -5429335.500000 Penalty: 1032.717651
	Iteration 31Q: 3 clusters Score -5429336 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -5429504.500000 Penalty: 1032.717651
	Iteration 32Q: 3 clusters Score -5429504 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -5429605.000000 Penalty: 1032.717651
	Iteration 33Q: 3 clusters Score -5429605 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -5429717.500000 Penalty: 1032.717651
	Iteration 34Q: 3 clusters Score -5429718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -5429813.000000 Penalty: 1032.717651
	Iteration 35Q: 3 clusters Score -5429813 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -5429891.000000 Penalty: 1032.717651
	Iteration 36Q: 3 clusters Score -5429891 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -5429929.500000 Penalty: 1032.717651
	Iteration 37Q: 3 clusters Score -5429930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -5429977.000000 Penalty: 1032.717651
	Iteration 38Q: 3 clusters Score -5429977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -5429976.500000 Penalty: 1032.717651
	Iteration 39Q: 3 clusters Score -5429976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -5429988.000000 Penalty: 1032.717651
	Iteration 40F: 3 clusters Score -5429988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -5430002.500000 Penalty: 1032.717651
	Iteration 41Q: 3 clusters Score -5430002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -5430008.000000 Penalty: 1032.717651
	Iteration 42Q: 3 clusters Score -5430008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -5430025.000000 Penalty: 1032.717651
	Iteration 43Q: 3 clusters Score -5430025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -5430029.500000 Penalty: 1032.717651
	Iteration 44Q: 3 clusters Score -5430030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -5430054.000000 Penalty: 1032.717651
	Iteration 45Q: 3 clusters Score -5430054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -5430072.500000 Penalty: 1032.717651
	Iteration 46Q: 3 clusters Score -5430072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -5430079.500000 Penalty: 1032.717651
	Iteration 47Q: 3 clusters Score -5430080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -5430084.500000 Penalty: 1032.717651
	Iteration 48Q: 3 clusters Score -5430084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -5430116.500000 Penalty: 1032.717651
	Iteration 49Q: 3 clusters Score -5430116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -5430138.500000 Penalty: 1032.717651
	Iteration 50Q: 3 clusters Score -5430138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -5430170.000000 Penalty: 1032.717651
	Iteration 51Q: 3 clusters Score -5430170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -5430186.000000 Penalty: 1032.717651
	Iteration 52Q: 3 clusters Score -5430186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -5430188.000000 Penalty: 1032.717651
	Iteration 53Q: 3 clusters Score -5430188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -5430191.500000 Penalty: 1032.717651
	Iteration 54Q: 3 clusters Score -5430192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -5430191.500000 Penalty: 1032.717651
	Iteration 55Q: 3 clusters Score -5430192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -5430189.000000 Penalty: 1032.717651
	Iteration 56Q: 3 clusters Score -5430189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -5430195.000000 Penalty: 1032.717651
	Iteration 57Q: 3 clusters Score -5430195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -5430192.000000 Penalty: 1032.717651
	Iteration 58Q: 3 clusters Score -5430192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -5430202.000000 Penalty: 1032.717651
	Iteration 59Q: 3 clusters Score -5430202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -5430204.000000 Penalty: 1032.717651
	Iteration 60F: 3 clusters Score -5430204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -5430203.500000 Penalty: 1032.717651
	Iteration 61Q: 3 clusters Score -5430204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -5430219.500000 Penalty: 1032.717651
	Iteration 62Q: 3 clusters Score -5430220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -5430220.500000 Penalty: 1032.717651
	Iteration 63Q: 3 clusters Score -5430220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -5430225.500000 Penalty: 1032.717651
	Iteration 64Q: 3 clusters Score -5430226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -5430227.500000 Penalty: 1032.717651
	Iteration 65Q: 3 clusters Score -5430228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -5430232.500000 Penalty: 1032.717651
	Iteration 66Q: 3 clusters Score -5430232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -5430222.500000 Penalty: 1032.717651
	Iteration 67Q: 3 clusters Score -5430222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -5430217.500000 Penalty: 1032.717651
	Iteration 68Q: 3 clusters Score -5430218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -5430215.500000 Penalty: 1032.717651
	Iteration 69Q: 3 clusters Score -5430216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -5430215.500000 Penalty: 1032.717651
	Iteration 70Q: 3 clusters Score -5430216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -5430216.000000 Penalty: 1032.717651
	Iteration 71Q: 3 clusters Score -5430216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -5430211.500000 Penalty: 1032.717651
	Iteration 72Q: 3 clusters Score -5430212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -5430212.000000 Penalty: 1032.717651
	Iteration 73Q: 3 clusters Score -5430212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -5430211.500000 Penalty: 1032.717651
	Iteration 74Q: 3 clusters Score -5430212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -5430211.500000 Penalty: 1032.717651
	Iteration 75Q: 3 clusters Score -5430212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -5430214.500000 Penalty: 1032.717651
	Iteration 76Q: 3 clusters Score -5430214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -5430213.000000 Penalty: 1032.717651
	Iteration 77Q: 3 clusters Score -5430213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -5430221.500000 Penalty: 1032.717651
	Iteration 78Q: 3 clusters Score -5430222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -5430228.000000 Penalty: 1032.717651
	Iteration 79Q: 3 clusters Score -5430228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -5430225.000000 Penalty: 1032.717651
	Iteration 80F: 3 clusters Score -5430225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -5430221.500000 Penalty: 1032.717651
	Iteration 81Q: 3 clusters Score -5430222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -5430227.500000 Penalty: 1032.717651
	Iteration 82Q: 3 clusters Score -5430228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -5430225.500000 Penalty: 1032.717651
	Iteration 83Q: 3 clusters Score -5430226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -5430226.500000 Penalty: 1032.717651
	Iteration 84Q: 3 clusters Score -5430226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -5430226.500000 Penalty: 1032.717651
	Iteration 85F: 3 clusters Score -5430226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 129602 members 
Mstep: Class 7 contains 220 members 
Mstep: Class 8 contains 75384 members 
Mstep: Class 9 contains 99435 members 
Mstep: Class 10 contains 77408 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Entering Unmasked Estep 
Score: -42132628.000000 Penalty: 11631.117188
Splitting cluster 5 changes total score from -42127004.000000 to -42132628.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (129602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Entering Unmasked Estep 
Score: -7951145.500000 Penalty: 535.636169
	Iteration 0F: 2 clusters Score -7951146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7883370.500000 Penalty: 1071.272339
	Iteration 0F: 3 clusters Score -7883370 nChanged 63412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -7922814.000000 Penalty: 1071.272339
	Iteration 1F: 3 clusters Score -7922814 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -7925542.000000 Penalty: 1071.272339
	Iteration 2Q: 3 clusters Score -7925542 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -7930073.500000 Penalty: 1071.272339
	Iteration 3F: 3 clusters Score -7930074 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -7936642.000000 Penalty: 1071.272339
	Iteration 4F: 3 clusters Score -7936642 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -7944597.500000 Penalty: 1071.272339
	Iteration 5F: 3 clusters Score -7944598 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -7950729.500000 Penalty: 1071.272339
	Iteration 6F: 3 clusters Score -7950730 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -7953583.000000 Penalty: 1071.272339
	Iteration 7Q: 3 clusters Score -7953583 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -7955002.000000 Penalty: 1071.272339
	Iteration 8Q: 3 clusters Score -7955002 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -7956489.500000 Penalty: 1071.272339
	Iteration 9Q: 3 clusters Score -7956490 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -7957617.000000 Penalty: 1071.272339
	Iteration 10Q: 3 clusters Score -7957617 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -7958706.000000 Penalty: 1071.272339
	Iteration 11Q: 3 clusters Score -7958706 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -7959827.500000 Penalty: 1071.272339
	Iteration 12Q: 3 clusters Score -7959828 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -7960983.000000 Penalty: 1071.272339
	Iteration 13Q: 3 clusters Score -7960983 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7961933.000000 Penalty: 1071.272339
	Iteration 14Q: 3 clusters Score -7961933 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -7962677.000000 Penalty: 1071.272339
	Iteration 15Q: 3 clusters Score -7962677 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -7963057.000000 Penalty: 1071.272339
	Iteration 16Q: 3 clusters Score -7963057 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -7963407.000000 Penalty: 1071.272339
	Iteration 17Q: 3 clusters Score -7963407 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -7963697.000000 Penalty: 1071.272339
	Iteration 18Q: 3 clusters Score -7963697 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -7963858.000000 Penalty: 1071.272339
	Iteration 19Q: 3 clusters Score -7963858 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -7963941.500000 Penalty: 1071.272339
	Iteration 20F: 3 clusters Score -7963942 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -7963975.000000 Penalty: 1071.272339
	Iteration 21Q: 3 clusters Score -7963975 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -7964055.500000 Penalty: 1071.272339
	Iteration 22Q: 3 clusters Score -7964056 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -7964044.000000 Penalty: 1071.272339
	Iteration 23Q: 3 clusters Score -7964044 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -7964057.500000 Penalty: 1071.272339
	Iteration 24Q: 3 clusters Score -7964058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -7964088.500000 Penalty: 1071.272339
	Iteration 25Q: 3 clusters Score -7964088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -7964090.000000 Penalty: 1071.272339
	Iteration 26Q: 3 clusters Score -7964090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -7964101.000000 Penalty: 1071.272339
	Iteration 27Q: 3 clusters Score -7964101 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -7964081.000000 Penalty: 1071.272339
	Iteration 28Q: 3 clusters Score -7964081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -7964066.000000 Penalty: 1071.272339
	Iteration 29Q: 3 clusters Score -7964066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -7964080.500000 Penalty: 1071.272339
	Iteration 30Q: 3 clusters Score -7964080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -7964063.000000 Penalty: 1071.272339
	Iteration 31Q: 3 clusters Score -7964063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -7964064.500000 Penalty: 1071.272339
	Iteration 32Q: 3 clusters Score -7964064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -7964070.500000 Penalty: 1071.272339
	Iteration 33Q: 3 clusters Score -7964070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -7964060.500000 Penalty: 1071.272339
	Iteration 34Q: 3 clusters Score -7964060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -7964058.000000 Penalty: 1071.272339
	Iteration 35Q: 3 clusters Score -7964058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -7964058.500000 Penalty: 1071.272339
	Iteration 36Q: 3 clusters Score -7964058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -7964067.000000 Penalty: 1071.272339
	Iteration 37Q: 3 clusters Score -7964067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -7964082.500000 Penalty: 1071.272339
	Iteration 38Q: 3 clusters Score -7964082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -7964076.000000 Penalty: 1071.272339
	Iteration 39Q: 3 clusters Score -7964076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -7964086.500000 Penalty: 1071.272339
	Iteration 40F: 3 clusters Score -7964086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -7964087.000000 Penalty: 1071.272339
	Iteration 41Q: 3 clusters Score -7964087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -7964089.500000 Penalty: 1071.272339
	Iteration 42Q: 3 clusters Score -7964090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -7964110.000000 Penalty: 1071.272339
	Iteration 43Q: 3 clusters Score -7964110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -7964100.500000 Penalty: 1071.272339
	Iteration 44Q: 3 clusters Score -7964100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -7964132.500000 Penalty: 1071.272339
	Iteration 45Q: 3 clusters Score -7964132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -7964143.500000 Penalty: 1071.272339
	Iteration 46Q: 3 clusters Score -7964144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -7964115.500000 Penalty: 1071.272339
	Iteration 47Q: 3 clusters Score -7964116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -7964113.500000 Penalty: 1071.272339
	Iteration 48Q: 3 clusters Score -7964114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -7964125.500000 Penalty: 1071.272339
	Iteration 49Q: 3 clusters Score -7964126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -7964123.500000 Penalty: 1071.272339
	Iteration 50Q: 3 clusters Score -7964124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -7964123.500000 Penalty: 1071.272339
	Iteration 51Q: 3 clusters Score -7964124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -7964118.000000 Penalty: 1071.272339
	Iteration 52Q: 3 clusters Score -7964118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -7964119.000000 Penalty: 1071.272339
	Iteration 53Q: 3 clusters Score -7964119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -7964122.500000 Penalty: 1071.272339
	Iteration 54Q: 3 clusters Score -7964122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -7964121.000000 Penalty: 1071.272339
	Iteration 55Q: 3 clusters Score -7964121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -7964126.500000 Penalty: 1071.272339
	Iteration 56Q: 3 clusters Score -7964126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -7964123.000000 Penalty: 1071.272339
	Iteration 57Q: 3 clusters Score -7964123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -7964130.000000 Penalty: 1071.272339
	Iteration 58Q: 3 clusters Score -7964130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -7964122.000000 Penalty: 1071.272339
	Iteration 59Q: 3 clusters Score -7964122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -7964124.000000 Penalty: 1071.272339
	Iteration 60F: 3 clusters Score -7964124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -7964121.500000 Penalty: 1071.272339
	Iteration 61Q: 3 clusters Score -7964122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -7964120.500000 Penalty: 1071.272339
	Iteration 62Q: 3 clusters Score -7964120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -7964120.000000 Penalty: 1071.272339
	Iteration 63Q: 3 clusters Score -7964120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -7964125.000000 Penalty: 1071.272339
	Iteration 64Q: 3 clusters Score -7964125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -7964125.000000 Penalty: 1071.272339
	Iteration 65F: 3 clusters Score -7964125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 220 members 
Mstep: Class 8 contains 75384 members 
Mstep: Class 9 contains 99435 members 
Mstep: Class 10 contains 77408 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Entering Unmasked Estep 
Score: -42145460.000000 Penalty: 12243.281250
Splitting cluster 6 changes total score from -42127004.000000 to -42145460.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -8146.151855 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -8146.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7938.243652 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -7938.244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8101.077637 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -8101.078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8141.473633 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -8141.474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8160.799805 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -8160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8169.330078 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -8169.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8172.971191 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -8172.971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8179.140625 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -8179.141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8189.009766 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -8189.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8200.453125 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -8200.453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8201.282227 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -8201.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8201.282227 Penalty: 490.820129
	Iteration 10F: 3 clusters Score -8201.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 75384 members 
Mstep: Class 9 contains 99435 members 
Mstep: Class 10 contains 77408 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Entering Unmasked Estep 
Score: -42145136.000000 Penalty: 12855.445312
Splitting cluster 7 changes total score from -42127004.000000 to -42145136.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (75384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Entering Unmasked Estep 
Score: -4827445.500000 Penalty: 510.980957
	Iteration 0F: 2 clusters Score -4827446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4795617.500000 Penalty: 1021.961914
	Iteration 0F: 3 clusters Score -4795618 nChanged 36736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -4817832.000000 Penalty: 1021.961914
	Iteration 1F: 3 clusters Score -4817832 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4819609.500000 Penalty: 1021.961914
	Iteration 2Q: 3 clusters Score -4819610 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4821928.500000 Penalty: 1021.961914
	Iteration 3F: 3 clusters Score -4821928 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4824809.000000 Penalty: 1021.961914
	Iteration 4F: 3 clusters Score -4824809 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -4827485.500000 Penalty: 1021.961914
	Iteration 5F: 3 clusters Score -4827486 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -4829665.500000 Penalty: 1021.961914
	Iteration 6F: 3 clusters Score -4829666 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -4831414.500000 Penalty: 1021.961914
	Iteration 7F: 3 clusters Score -4831414 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -4832713.500000 Penalty: 1021.961914
	Iteration 8Q: 3 clusters Score -4832714 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -4833317.500000 Penalty: 1021.961914
	Iteration 9Q: 3 clusters Score -4833318 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -4833538.500000 Penalty: 1021.961914
	Iteration 10Q: 3 clusters Score -4833538 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4833671.500000 Penalty: 1021.961914
	Iteration 11Q: 3 clusters Score -4833672 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -4833807.500000 Penalty: 1021.961914
	Iteration 12Q: 3 clusters Score -4833808 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -4833875.500000 Penalty: 1021.961914
	Iteration 13Q: 3 clusters Score -4833876 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -4833987.500000 Penalty: 1021.961914
	Iteration 14Q: 3 clusters Score -4833988 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4834051.500000 Penalty: 1021.961914
	Iteration 15Q: 3 clusters Score -4834052 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4834125.500000 Penalty: 1021.961914
	Iteration 16Q: 3 clusters Score -4834126 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -4834156.000000 Penalty: 1021.961914
	Iteration 17Q: 3 clusters Score -4834156 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4834200.000000 Penalty: 1021.961914
	Iteration 18Q: 3 clusters Score -4834200 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4834238.500000 Penalty: 1021.961914
	Iteration 19Q: 3 clusters Score -4834238 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4834286.000000 Penalty: 1021.961914
	Iteration 20F: 3 clusters Score -4834286 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -4834313.500000 Penalty: 1021.961914
	Iteration 21Q: 3 clusters Score -4834314 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4834336.000000 Penalty: 1021.961914
	Iteration 22Q: 3 clusters Score -4834336 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -4834344.500000 Penalty: 1021.961914
	Iteration 23Q: 3 clusters Score -4834344 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4834350.500000 Penalty: 1021.961914
	Iteration 24Q: 3 clusters Score -4834350 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4834391.500000 Penalty: 1021.961914
	Iteration 25Q: 3 clusters Score -4834392 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4834429.000000 Penalty: 1021.961914
	Iteration 26Q: 3 clusters Score -4834429 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -4834469.000000 Penalty: 1021.961914
	Iteration 27Q: 3 clusters Score -4834469 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4834478.500000 Penalty: 1021.961914
	Iteration 28Q: 3 clusters Score -4834478 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4834512.000000 Penalty: 1021.961914
	Iteration 29Q: 3 clusters Score -4834512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4834520.000000 Penalty: 1021.961914
	Iteration 30Q: 3 clusters Score -4834520 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4834530.500000 Penalty: 1021.961914
	Iteration 31Q: 3 clusters Score -4834530 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -4834584.500000 Penalty: 1021.961914
	Iteration 32Q: 3 clusters Score -4834584 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4834579.000000 Penalty: 1021.961914
	Iteration 33Q: 3 clusters Score -4834579 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -4834607.500000 Penalty: 1021.961914
	Iteration 34Q: 3 clusters Score -4834608 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4834623.000000 Penalty: 1021.961914
	Iteration 35Q: 3 clusters Score -4834623 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4834662.500000 Penalty: 1021.961914
	Iteration 36Q: 3 clusters Score -4834662 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -4834702.000000 Penalty: 1021.961914
	Iteration 37Q: 3 clusters Score -4834702 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4834701.500000 Penalty: 1021.961914
	Iteration 38Q: 3 clusters Score -4834702 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -4834704.000000 Penalty: 1021.961914
	Iteration 39Q: 3 clusters Score -4834704 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4834694.500000 Penalty: 1021.961914
	Iteration 40F: 3 clusters Score -4834694 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4834736.000000 Penalty: 1021.961914
	Iteration 41Q: 3 clusters Score -4834736 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -4834791.500000 Penalty: 1021.961914
	Iteration 42Q: 3 clusters Score -4834792 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4834818.500000 Penalty: 1021.961914
	Iteration 43Q: 3 clusters Score -4834818 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4834866.500000 Penalty: 1021.961914
	Iteration 44Q: 3 clusters Score -4834866 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -4834885.000000 Penalty: 1021.961914
	Iteration 45Q: 3 clusters Score -4834885 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4834902.000000 Penalty: 1021.961914
	Iteration 46Q: 3 clusters Score -4834902 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -4834911.000000 Penalty: 1021.961914
	Iteration 47Q: 3 clusters Score -4834911 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -4834916.500000 Penalty: 1021.961914
	Iteration 48Q: 3 clusters Score -4834916 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -4834945.500000 Penalty: 1021.961914
	Iteration 49Q: 3 clusters Score -4834946 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4834979.000000 Penalty: 1021.961914
	Iteration 50Q: 3 clusters Score -4834979 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4834999.000000 Penalty: 1021.961914
	Iteration 51Q: 3 clusters Score -4834999 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4834975.000000 Penalty: 1021.961914
	Iteration 52Q: 3 clusters Score -4834975 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4834984.500000 Penalty: 1021.961914
	Iteration 53Q: 3 clusters Score -4834984 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4834989.500000 Penalty: 1021.961914
	Iteration 54Q: 3 clusters Score -4834990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4834999.500000 Penalty: 1021.961914
	Iteration 55Q: 3 clusters Score -4835000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4835020.500000 Penalty: 1021.961914
	Iteration 56Q: 3 clusters Score -4835020 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4835028.000000 Penalty: 1021.961914
	Iteration 57Q: 3 clusters Score -4835028 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4835050.500000 Penalty: 1021.961914
	Iteration 58Q: 3 clusters Score -4835050 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4835062.500000 Penalty: 1021.961914
	Iteration 59Q: 3 clusters Score -4835062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4835057.500000 Penalty: 1021.961914
	Iteration 60F: 3 clusters Score -4835058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -4835048.000000 Penalty: 1021.961914
	Iteration 61Q: 3 clusters Score -4835048 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4835035.000000 Penalty: 1021.961914
	Iteration 62Q: 3 clusters Score -4835035 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4835044.000000 Penalty: 1021.961914
	Iteration 63Q: 3 clusters Score -4835044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4835039.000000 Penalty: 1021.961914
	Iteration 64Q: 3 clusters Score -4835039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4835052.500000 Penalty: 1021.961914
	Iteration 65Q: 3 clusters Score -4835052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -4835049.500000 Penalty: 1021.961914
	Iteration 66Q: 3 clusters Score -4835050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4835060.500000 Penalty: 1021.961914
	Iteration 67Q: 3 clusters Score -4835060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4835068.000000 Penalty: 1021.961914
	Iteration 68Q: 3 clusters Score -4835068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -4835070.500000 Penalty: 1021.961914
	Iteration 69Q: 3 clusters Score -4835070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4835084.000000 Penalty: 1021.961914
	Iteration 70Q: 3 clusters Score -4835084 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4835079.000000 Penalty: 1021.961914
	Iteration 71Q: 3 clusters Score -4835079 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4835081.000000 Penalty: 1021.961914
	Iteration 72Q: 3 clusters Score -4835081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -4835084.500000 Penalty: 1021.961914
	Iteration 73Q: 3 clusters Score -4835084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4835104.000000 Penalty: 1021.961914
	Iteration 74Q: 3 clusters Score -4835104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -4835107.000000 Penalty: 1021.961914
	Iteration 75Q: 3 clusters Score -4835107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4835109.500000 Penalty: 1021.961914
	Iteration 76Q: 3 clusters Score -4835110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -4835104.500000 Penalty: 1021.961914
	Iteration 77Q: 3 clusters Score -4835104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -4835118.000000 Penalty: 1021.961914
	Iteration 78Q: 3 clusters Score -4835118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -4835122.000000 Penalty: 1021.961914
	Iteration 79Q: 3 clusters Score -4835122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4835125.000000 Penalty: 1021.961914
	Iteration 80F: 3 clusters Score -4835125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4835133.000000 Penalty: 1021.961914
	Iteration 81Q: 3 clusters Score -4835133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4835123.500000 Penalty: 1021.961914
	Iteration 82Q: 3 clusters Score -4835124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -4835123.500000 Penalty: 1021.961914
	Iteration 83Q: 3 clusters Score -4835124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -4835121.000000 Penalty: 1021.961914
	Iteration 84Q: 3 clusters Score -4835121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4835117.500000 Penalty: 1021.961914
	Iteration 85Q: 3 clusters Score -4835118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4835113.500000 Penalty: 1021.961914
	Iteration 86Q: 3 clusters Score -4835114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -4835118.500000 Penalty: 1021.961914
	Iteration 87Q: 3 clusters Score -4835118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4835120.500000 Penalty: 1021.961914
	Iteration 88Q: 3 clusters Score -4835120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -4835119.000000 Penalty: 1021.961914
	Iteration 89Q: 3 clusters Score -4835119 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4835119.500000 Penalty: 1021.961914
	Iteration 90Q: 3 clusters Score -4835120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -4835118.500000 Penalty: 1021.961914
	Iteration 91Q: 3 clusters Score -4835118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -4835113.000000 Penalty: 1021.961914
	Iteration 92Q: 3 clusters Score -4835113 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -4835104.000000 Penalty: 1021.961914
	Iteration 93Q: 3 clusters Score -4835104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4835100.500000 Penalty: 1021.961914
	Iteration 94Q: 3 clusters Score -4835100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -4835100.000000 Penalty: 1021.961914
	Iteration 95Q: 3 clusters Score -4835100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4835099.000000 Penalty: 1021.961914
	Iteration 96Q: 3 clusters Score -4835099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4835104.500000 Penalty: 1021.961914
	Iteration 97Q: 3 clusters Score -4835104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4835101.000000 Penalty: 1021.961914
	Iteration 98Q: 3 clusters Score -4835101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -4835115.500000 Penalty: 1021.961914
	Iteration 99Q: 3 clusters Score -4835116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4835133.000000 Penalty: 1021.961914
	Iteration 100F: 3 clusters Score -4835133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4835136.500000 Penalty: 1021.961914
	Iteration 101Q: 3 clusters Score -4835136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4835127.500000 Penalty: 1021.961914
	Iteration 102Q: 3 clusters Score -4835128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -4835144.000000 Penalty: 1021.961914
	Iteration 103Q: 3 clusters Score -4835144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -4835147.000000 Penalty: 1021.961914
	Iteration 104Q: 3 clusters Score -4835147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4835148.500000 Penalty: 1021.961914
	Iteration 105Q: 3 clusters Score -4835148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -4835155.000000 Penalty: 1021.961914
	Iteration 106Q: 3 clusters Score -4835155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4835153.500000 Penalty: 1021.961914
	Iteration 107Q: 3 clusters Score -4835154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -4835157.000000 Penalty: 1021.961914
	Iteration 108Q: 3 clusters Score -4835157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -4835163.000000 Penalty: 1021.961914
	Iteration 109Q: 3 clusters Score -4835163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4835156.500000 Penalty: 1021.961914
	Iteration 110Q: 3 clusters Score -4835156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4835153.000000 Penalty: 1021.961914
	Iteration 111Q: 3 clusters Score -4835153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4835163.500000 Penalty: 1021.961914
	Iteration 112Q: 3 clusters Score -4835164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4835158.500000 Penalty: 1021.961914
	Iteration 113Q: 3 clusters Score -4835158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4835144.000000 Penalty: 1021.961914
	Iteration 114Q: 3 clusters Score -4835144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4835148.500000 Penalty: 1021.961914
	Iteration 115Q: 3 clusters Score -4835148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -4835149.000000 Penalty: 1021.961914
	Iteration 116Q: 3 clusters Score -4835149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4835141.000000 Penalty: 1021.961914
	Iteration 117Q: 3 clusters Score -4835141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4835135.500000 Penalty: 1021.961914
	Iteration 118Q: 3 clusters Score -4835136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4835134.000000 Penalty: 1021.961914
	Iteration 119Q: 3 clusters Score -4835134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -4835129.500000 Penalty: 1021.961914
	Iteration 120F: 3 clusters Score -4835130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -4835125.500000 Penalty: 1021.961914
	Iteration 121Q: 3 clusters Score -4835126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4835119.500000 Penalty: 1021.961914
	Iteration 122Q: 3 clusters Score -4835120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4835113.500000 Penalty: 1021.961914
	Iteration 123Q: 3 clusters Score -4835114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4835119.500000 Penalty: 1021.961914
	Iteration 124Q: 3 clusters Score -4835120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4835125.000000 Penalty: 1021.961914
	Iteration 125Q: 3 clusters Score -4835125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4835119.500000 Penalty: 1021.961914
	Iteration 126Q: 3 clusters Score -4835120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4835109.000000 Penalty: 1021.961914
	Iteration 127Q: 3 clusters Score -4835109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4835106.000000 Penalty: 1021.961914
	Iteration 128Q: 3 clusters Score -4835106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4835106.500000 Penalty: 1021.961914
	Iteration 129Q: 3 clusters Score -4835106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4835113.500000 Penalty: 1021.961914
	Iteration 130Q: 3 clusters Score -4835114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4835111.500000 Penalty: 1021.961914
	Iteration 131Q: 3 clusters Score -4835112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -4835114.000000 Penalty: 1021.961914
	Iteration 132Q: 3 clusters Score -4835114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -4835107.000000 Penalty: 1021.961914
	Iteration 133Q: 3 clusters Score -4835107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4835113.500000 Penalty: 1021.961914
	Iteration 134Q: 3 clusters Score -4835114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -4835109.500000 Penalty: 1021.961914
	Iteration 135Q: 3 clusters Score -4835110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4835111.000000 Penalty: 1021.961914
	Iteration 136Q: 3 clusters Score -4835111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4835102.000000 Penalty: 1021.961914
	Iteration 137Q: 3 clusters Score -4835102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4835097.000000 Penalty: 1021.961914
	Iteration 138Q: 3 clusters Score -4835097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -4835102.000000 Penalty: 1021.961914
	Iteration 139Q: 3 clusters Score -4835102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4835107.500000 Penalty: 1021.961914
	Iteration 140F: 3 clusters Score -4835108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4835116.500000 Penalty: 1021.961914
	Iteration 141Q: 3 clusters Score -4835116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4835110.000000 Penalty: 1021.961914
	Iteration 142Q: 3 clusters Score -4835110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -4835108.500000 Penalty: 1021.961914
	Iteration 143Q: 3 clusters Score -4835108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4835106.000000 Penalty: 1021.961914
	Iteration 144Q: 3 clusters Score -4835106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -4835104.500000 Penalty: 1021.961914
	Iteration 145Q: 3 clusters Score -4835104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4835101.500000 Penalty: 1021.961914
	Iteration 146Q: 3 clusters Score -4835102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4835097.000000 Penalty: 1021.961914
	Iteration 147Q: 3 clusters Score -4835097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4835102.500000 Penalty: 1021.961914
	Iteration 148Q: 3 clusters Score -4835102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4835099.000000 Penalty: 1021.961914
	Iteration 149Q: 3 clusters Score -4835099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4835099.000000 Penalty: 1021.961914
	Iteration 150Q: 3 clusters Score -4835099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4835098.500000 Penalty: 1021.961914
	Iteration 151Q: 3 clusters Score -4835098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4835097.500000 Penalty: 1021.961914
	Iteration 152Q: 3 clusters Score -4835098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4835097.500000 Penalty: 1021.961914
	Iteration 153F: 3 clusters Score -4835098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 99435 members 
Mstep: Class 10 contains 77408 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Entering Unmasked Estep 
Score: -42152184.000000 Penalty: 13467.609375
Splitting cluster 8 changes total score from -42127004.000000 to -42152184.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 9 (99435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99435 members 
Entering Unmasked Estep 
Score: -6157018.500000 Penalty: 523.580322
	Iteration 0F: 2 clusters Score -6157018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -6099945.500000 Penalty: 1047.160645
	Iteration 0F: 3 clusters Score -6099946 nChanged 48530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -6130458.000000 Penalty: 1047.160645
	Iteration 1F: 3 clusters Score -6130458 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -6134171.000000 Penalty: 1047.160645
	Iteration 2F: 3 clusters Score -6134171 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -6140071.000000 Penalty: 1047.160645
	Iteration 3F: 3 clusters Score -6140071 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -6146476.000000 Penalty: 1047.160645
	Iteration 4F: 3 clusters Score -6146476 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6151156 nChanged 2200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6151443 nChanged 1318
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Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6151650 nChanged 1078
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Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6151775 nChanged 1035
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Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6151910 nChanged 1006
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6152033 nChanged 972
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6152173 nChanged 964
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Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6152332 nChanged 938
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6152508 nChanged 969
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6152572 nChanged 960
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Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6152681 nChanged 897
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Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6152796 nChanged 945
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Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6152852 nChanged 953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6153074 nChanged 944
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Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6153122 nChanged 978
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6153210 nChanged 988
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Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6153308 nChanged 998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6153496 nChanged 1052
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6153662 nChanged 1050
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Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6153784 nChanged 1012
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6153928 nChanged 1021
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Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6154142 nChanged 1038
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Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6154297 nChanged 1106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6154504 nChanged 1183
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Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6154758 nChanged 1210
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Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6155080 nChanged 1329
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Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6155406 nChanged 1348
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Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6155752 nChanged 1298
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Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6156073 nChanged 1268
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Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6156396 nChanged 1284
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Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6156712 nChanged 1222
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Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6156963 nChanged 1137
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Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6157144 nChanged 1018
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Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6157366 nChanged 922
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Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6157558 nChanged 868
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Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6157658 nChanged 811
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Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6157823 nChanged 832
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Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 35291 members 
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	Iteration 43Q: 3 clusters Score -6157902 nChanged 848
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Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6157998 nChanged 778
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Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6158107 nChanged 744
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6158223 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6158310 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6158392 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6158518 nChanged 760
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6158664 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6158770 nChanged 858
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6158898 nChanged 936
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Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6159026 nChanged 951
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6159172 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6159324 nChanged 1073
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6159589 nChanged 988
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Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6159766 nChanged 957
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6159898 nChanged 883
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6160027 nChanged 791
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6160074 nChanged 742
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6160104 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6160128 nChanged 679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6160136 nChanged 633
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Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6160150 nChanged 565
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Mstep: Class 1 contains 80655 members 
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	Iteration 65Q: 3 clusters Score -6160068 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 18264 members 
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	Iteration 66Q: 3 clusters Score -6159944 nChanged 510
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Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6159861 nChanged 449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82074 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6159839 nChanged 405
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Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 16980 members 
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	Iteration 69Q: 3 clusters Score -6159848 nChanged 320
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Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 16670 members 
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	Iteration 70Q: 3 clusters Score -6159818 nChanged 288
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Mstep: Class 1 contains 83043 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6159810 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83309 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6159824 nChanged 272
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Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6159816 nChanged 237
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Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6159786 nChanged 197
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Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6159754 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6159704 nChanged 187
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Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6159687 nChanged 162
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Mstep: Class 1 contains 84562 members 
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	Iteration 78Q: 3 clusters Score -6159704 nChanged 176
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6159725 nChanged 163
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	Iteration 80F: 3 clusters Score -6159730 nChanged 133
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	Iteration 81Q: 3 clusters Score -6159707 nChanged 108
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	Iteration 82Q: 3 clusters Score -6159680 nChanged 106
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	Iteration 83Q: 3 clusters Score -6159664 nChanged 106
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	Iteration 84Q: 3 clusters Score -6159676 nChanged 115
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	Iteration 85Q: 3 clusters Score -6159638 nChanged 105
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Mstep: Class 2 contains 13869 members 
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	Iteration 86Q: 3 clusters Score -6159605 nChanged 92
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Mstep: Class 1 contains 85656 members 
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	Iteration 87Q: 3 clusters Score -6159602 nChanged 80
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	Iteration 88Q: 3 clusters Score -6159568 nChanged 92
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	Iteration 89Q: 3 clusters Score -6159562 nChanged 90
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	Iteration 90Q: 3 clusters Score -6159554 nChanged 84
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	Iteration 91Q: 3 clusters Score -6159552 nChanged 70
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	Iteration 92Q: 3 clusters Score -6159540 nChanged 94
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	Iteration 93Q: 3 clusters Score -6159524 nChanged 101
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	Iteration 94Q: 3 clusters Score -6159471 nChanged 107
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	Iteration 95Q: 3 clusters Score -6159473 nChanged 110
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6159442 nChanged 101
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	Iteration 97Q: 3 clusters Score -6159442 nChanged 109
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Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 12499 members 
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 2 contains 12250 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12201 members 
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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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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6159320 nChanged 31
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6159202 nChanged 6
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	Iteration 147Q: 3 clusters Score -6159192 nChanged 7
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	Iteration 148Q: 3 clusters Score -6159188 nChanged 9
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	Iteration 149Q: 3 clusters Score -6159185 nChanged 10
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	Iteration 159Q: 3 clusters Score -6159191 nChanged 11
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	Iteration 160F: 3 clusters Score -6159188 nChanged 13
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	Iteration 161Q: 3 clusters Score -6159198 nChanged 15
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	Iteration 162Q: 3 clusters Score -6159200 nChanged 20
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	Iteration 163Q: 3 clusters Score -6159197 nChanged 18
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	Iteration 164Q: 3 clusters Score -6159217 nChanged 32
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	Iteration 165Q: 3 clusters Score -6159205 nChanged 30
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	Iteration 166Q: 3 clusters Score -6159216 nChanged 35
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	Iteration 167Q: 3 clusters Score -6159202 nChanged 40
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6159193 nChanged 27
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	Iteration 169Q: 3 clusters Score -6159204 nChanged 16
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	Iteration 170Q: 3 clusters Score -6159214 nChanged 24
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	Iteration 171Q: 3 clusters Score -6159226 nChanged 22
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	Iteration 172Q: 3 clusters Score -6159228 nChanged 19
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	Iteration 173Q: 3 clusters Score -6159234 nChanged 26
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	Iteration 174Q: 3 clusters Score -6159232 nChanged 29
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	Iteration 175Q: 3 clusters Score -6159234 nChanged 36
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	Iteration 176Q: 3 clusters Score -6159215 nChanged 39
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	Iteration 177Q: 3 clusters Score -6159202 nChanged 40
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	Iteration 178Q: 3 clusters Score -6159192 nChanged 53
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	Iteration 179Q: 3 clusters Score -6159178 nChanged 46
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	Iteration 180F: 3 clusters Score -6159156 nChanged 54
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	Iteration 181Q: 3 clusters Score -6159140 nChanged 52
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	Iteration 183Q: 3 clusters Score -6159153 nChanged 73
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	Iteration 184Q: 3 clusters Score -6159166 nChanged 84
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	Iteration 185Q: 3 clusters Score -6159161 nChanged 95
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	Iteration 189Q: 3 clusters Score -6159078 nChanged 64
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Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -6159003.500000 Penalty: 1047.160645
	Iteration 192Q: 3 clusters Score -6159004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6158957.000000 Penalty: 1047.160645
	Iteration 193Q: 3 clusters Score -6158957 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -6158951.000000 Penalty: 1047.160645
	Iteration 194Q: 3 clusters Score -6158951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -6158925.000000 Penalty: 1047.160645
	Iteration 195Q: 3 clusters Score -6158925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -6158932.500000 Penalty: 1047.160645
	Iteration 196Q: 3 clusters Score -6158932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6158920.000000 Penalty: 1047.160645
	Iteration 197Q: 3 clusters Score -6158920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -6158873.500000 Penalty: 1047.160645
	Iteration 198Q: 3 clusters Score -6158874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -6158845.000000 Penalty: 1047.160645
	Iteration 199Q: 3 clusters Score -6158845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -6158802.000000 Penalty: 1047.160645
	Iteration 200F: 3 clusters Score -6158802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -6158769.500000 Penalty: 1047.160645
	Iteration 201Q: 3 clusters Score -6158770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -6158731.500000 Penalty: 1047.160645
	Iteration 202Q: 3 clusters Score -6158732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -6158731.000000 Penalty: 1047.160645
	Iteration 203Q: 3 clusters Score -6158731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -6158719.500000 Penalty: 1047.160645
	Iteration 204Q: 3 clusters Score -6158720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -6158709.000000 Penalty: 1047.160645
	Iteration 205Q: 3 clusters Score -6158709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -6158705.000000 Penalty: 1047.160645
	Iteration 206Q: 3 clusters Score -6158705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -6158720.000000 Penalty: 1047.160645
	Iteration 207Q: 3 clusters Score -6158720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -6158699.000000 Penalty: 1047.160645
	Iteration 208Q: 3 clusters Score -6158699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -6158721.000000 Penalty: 1047.160645
	Iteration 209Q: 3 clusters Score -6158721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -6158710.500000 Penalty: 1047.160645
	Iteration 210Q: 3 clusters Score -6158710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -6158709.000000 Penalty: 1047.160645
	Iteration 211Q: 3 clusters Score -6158709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -6158693.000000 Penalty: 1047.160645
	Iteration 212Q: 3 clusters Score -6158693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -6158692.500000 Penalty: 1047.160645
	Iteration 213Q: 3 clusters Score -6158692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -6158688.500000 Penalty: 1047.160645
	Iteration 214Q: 3 clusters Score -6158688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -6158680.000000 Penalty: 1047.160645
	Iteration 215Q: 3 clusters Score -6158680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -6158676.000000 Penalty: 1047.160645
	Iteration 216Q: 3 clusters Score -6158676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -6158678.000000 Penalty: 1047.160645
	Iteration 217Q: 3 clusters Score -6158678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -6158675.000000 Penalty: 1047.160645
	Iteration 218Q: 3 clusters Score -6158675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6158671.000000 Penalty: 1047.160645
	Iteration 219Q: 3 clusters Score -6158671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -6158667.500000 Penalty: 1047.160645
	Iteration 220F: 3 clusters Score -6158668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6158671.000000 Penalty: 1047.160645
	Iteration 221Q: 3 clusters Score -6158671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6158671.000000 Penalty: 1047.160645
	Iteration 222F: 3 clusters Score -6158671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 90835 members 
Mstep: Class 10 contains 77408 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 8600 members 
Entering Unmasked Estep 
Score: -42153744.000000 Penalty: 14079.773438
Splitting cluster 9 changes total score from -42127004.000000 to -42153744.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (77408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Entering Unmasked Estep 
Score: -4991251.000000 Penalty: 512.186462
	Iteration 0F: 2 clusters Score -4991251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4948704.500000 Penalty: 1024.372925
	Iteration 0F: 3 clusters Score -4948704 nChanged 37494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -4972149.500000 Penalty: 1024.372925
	Iteration 1F: 3 clusters Score -4972150 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -4973889.000000 Penalty: 1024.372925
	Iteration 2F: 3 clusters Score -4973889 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -4976024.500000 Penalty: 1024.372925
	Iteration 3F: 3 clusters Score -4976024 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -4978553.500000 Penalty: 1024.372925
	Iteration 4F: 3 clusters Score -4978554 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -4981333.500000 Penalty: 1024.372925
	Iteration 5F: 3 clusters Score -4981334 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -4984045.000000 Penalty: 1024.372925
	Iteration 6F: 3 clusters Score -4984045 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -4985467.500000 Penalty: 1024.372925
	Iteration 7F: 3 clusters Score -4985468 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -4985804.000000 Penalty: 1024.372925
	Iteration 8Q: 3 clusters Score -4985804 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -4986017.000000 Penalty: 1024.372925
	Iteration 9Q: 3 clusters Score -4986017 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -4986405.000000 Penalty: 1024.372925
	Iteration 10Q: 3 clusters Score -4986405 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -4986953.500000 Penalty: 1024.372925
	Iteration 11Q: 3 clusters Score -4986954 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -4987817.500000 Penalty: 1024.372925
	Iteration 12Q: 3 clusters Score -4987818 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -4988770.000000 Penalty: 1024.372925
	Iteration 13Q: 3 clusters Score -4988770 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -4989987.500000 Penalty: 1024.372925
	Iteration 14Q: 3 clusters Score -4989988 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -4990916.500000 Penalty: 1024.372925
	Iteration 15Q: 3 clusters Score -4990916 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4992124.500000 Penalty: 1024.372925
	Iteration 16Q: 3 clusters Score -4992124 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -4993070.500000 Penalty: 1024.372925
	Iteration 17Q: 3 clusters Score -4993070 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4993746.000000 Penalty: 1024.372925
	Iteration 18Q: 3 clusters Score -4993746 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4994007.500000 Penalty: 1024.372925
	Iteration 19Q: 3 clusters Score -4994008 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4994189.000000 Penalty: 1024.372925
	Iteration 20F: 3 clusters Score -4994189 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4994292.000000 Penalty: 1024.372925
	Iteration 21Q: 3 clusters Score -4994292 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4994386.000000 Penalty: 1024.372925
	Iteration 22Q: 3 clusters Score -4994386 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4994475.000000 Penalty: 1024.372925
	Iteration 23Q: 3 clusters Score -4994475 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4994494.000000 Penalty: 1024.372925
	Iteration 24Q: 3 clusters Score -4994494 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4994543.500000 Penalty: 1024.372925
	Iteration 25Q: 3 clusters Score -4994544 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4994625.000000 Penalty: 1024.372925
	Iteration 26Q: 3 clusters Score -4994625 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4994670.000000 Penalty: 1024.372925
	Iteration 27Q: 3 clusters Score -4994670 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4994699.500000 Penalty: 1024.372925
	Iteration 28Q: 3 clusters Score -4994700 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4994709.000000 Penalty: 1024.372925
	Iteration 29Q: 3 clusters Score -4994709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4994722.500000 Penalty: 1024.372925
	Iteration 30Q: 3 clusters Score -4994722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4994740.500000 Penalty: 1024.372925
	Iteration 31Q: 3 clusters Score -4994740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4994758.500000 Penalty: 1024.372925
	Iteration 32Q: 3 clusters Score -4994758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4994753.500000 Penalty: 1024.372925
	Iteration 33Q: 3 clusters Score -4994754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4994785.500000 Penalty: 1024.372925
	Iteration 34Q: 3 clusters Score -4994786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4994792.500000 Penalty: 1024.372925
	Iteration 35Q: 3 clusters Score -4994792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4994797.000000 Penalty: 1024.372925
	Iteration 36Q: 3 clusters Score -4994797 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4994805.500000 Penalty: 1024.372925
	Iteration 37Q: 3 clusters Score -4994806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4994820.000000 Penalty: 1024.372925
	Iteration 38Q: 3 clusters Score -4994820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4994825.000000 Penalty: 1024.372925
	Iteration 39Q: 3 clusters Score -4994825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4994830.500000 Penalty: 1024.372925
	Iteration 40F: 3 clusters Score -4994830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4994815.000000 Penalty: 1024.372925
	Iteration 41Q: 3 clusters Score -4994815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4994802.000000 Penalty: 1024.372925
	Iteration 42Q: 3 clusters Score -4994802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4994790.500000 Penalty: 1024.372925
	Iteration 43Q: 3 clusters Score -4994790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4994766.500000 Penalty: 1024.372925
	Iteration 44Q: 3 clusters Score -4994766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4994753.000000 Penalty: 1024.372925
	Iteration 45Q: 3 clusters Score -4994753 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4994731.000000 Penalty: 1024.372925
	Iteration 46Q: 3 clusters Score -4994731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4994724.500000 Penalty: 1024.372925
	Iteration 47Q: 3 clusters Score -4994724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4994724.500000 Penalty: 1024.372925
	Iteration 48Q: 3 clusters Score -4994724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4994712.000000 Penalty: 1024.372925
	Iteration 49Q: 3 clusters Score -4994712 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4994699.000000 Penalty: 1024.372925
	Iteration 50Q: 3 clusters Score -4994699 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4994693.500000 Penalty: 1024.372925
	Iteration 51Q: 3 clusters Score -4994694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4994692.000000 Penalty: 1024.372925
	Iteration 52Q: 3 clusters Score -4994692 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4994681.500000 Penalty: 1024.372925
	Iteration 53Q: 3 clusters Score -4994682 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4994666.000000 Penalty: 1024.372925
	Iteration 54Q: 3 clusters Score -4994666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4994624.500000 Penalty: 1024.372925
	Iteration 55Q: 3 clusters Score -4994624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4994617.500000 Penalty: 1024.372925
	Iteration 56Q: 3 clusters Score -4994618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4994581.000000 Penalty: 1024.372925
	Iteration 57Q: 3 clusters Score -4994581 nChanged 149
Entering Unmasked Mstep 
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	Iteration 66Q: 3 clusters Score -4994345 nChanged 282
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	Iteration 74Q: 3 clusters Score -4994297 nChanged 663
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	Iteration 75Q: 3 clusters Score -4994374 nChanged 744
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	Iteration 78Q: 3 clusters Score -4994523 nChanged 949
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	Iteration 79Q: 3 clusters Score -4994661 nChanged 1062
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	Iteration 80F: 3 clusters Score -4994840 nChanged 1060
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	Iteration 82Q: 3 clusters Score -4995163 nChanged 975
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	Iteration 84Q: 3 clusters Score -4995360 nChanged 934
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	Iteration 91Q: 3 clusters Score -4995722 nChanged 871
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	Iteration 94Q: 3 clusters Score -4995560 nChanged 714
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	Iteration 120F: 3 clusters Score -4994710 nChanged 191
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	Iteration 131Q: 3 clusters Score -4994868 nChanged 155
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	Iteration 133Q: 3 clusters Score -4994879 nChanged 173
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	Iteration 134Q: 3 clusters Score -4994879 nChanged 153
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	Iteration 136Q: 3 clusters Score -4994855 nChanged 145
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	Iteration 137Q: 3 clusters Score -4994842 nChanged 150
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	Iteration 140F: 3 clusters Score -4994840 nChanged 139
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	Iteration 141Q: 3 clusters Score -4994878 nChanged 121
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	Iteration 142Q: 3 clusters Score -4994854 nChanged 101
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	Iteration 144Q: 3 clusters Score -4994816 nChanged 86
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	Iteration 147Q: 3 clusters Score -4994806 nChanged 64
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	Iteration 148Q: 3 clusters Score -4994807 nChanged 73
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	Iteration 149Q: 3 clusters Score -4994805 nChanged 79
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	Iteration 150Q: 3 clusters Score -4994743 nChanged 68
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	Iteration 151Q: 3 clusters Score -4994690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4994645.500000 Penalty: 1024.372925
	Iteration 152Q: 3 clusters Score -4994646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4994638.500000 Penalty: 1024.372925
	Iteration 153Q: 3 clusters Score -4994638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4994596.000000 Penalty: 1024.372925
	Iteration 154Q: 3 clusters Score -4994596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4994580.500000 Penalty: 1024.372925
	Iteration 155Q: 3 clusters Score -4994580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4994547.000000 Penalty: 1024.372925
	Iteration 156Q: 3 clusters Score -4994547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4994511.500000 Penalty: 1024.372925
	Iteration 157Q: 3 clusters Score -4994512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4994461.500000 Penalty: 1024.372925
	Iteration 158Q: 3 clusters Score -4994462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4994414.500000 Penalty: 1024.372925
	Iteration 159Q: 3 clusters Score -4994414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4994360.000000 Penalty: 1024.372925
	Iteration 160F: 3 clusters Score -4994360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4994326.000000 Penalty: 1024.372925
	Iteration 161Q: 3 clusters Score -4994326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4994292.500000 Penalty: 1024.372925
	Iteration 162Q: 3 clusters Score -4994292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4994254.500000 Penalty: 1024.372925
	Iteration 163Q: 3 clusters Score -4994254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4994255.000000 Penalty: 1024.372925
	Iteration 164Q: 3 clusters Score -4994255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4994227.000000 Penalty: 1024.372925
	Iteration 165Q: 3 clusters Score -4994227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4994208.000000 Penalty: 1024.372925
	Iteration 166Q: 3 clusters Score -4994208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4994189.500000 Penalty: 1024.372925
	Iteration 167Q: 3 clusters Score -4994190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4994179.500000 Penalty: 1024.372925
	Iteration 168Q: 3 clusters Score -4994180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4994169.000000 Penalty: 1024.372925
	Iteration 169Q: 3 clusters Score -4994169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4994154.000000 Penalty: 1024.372925
	Iteration 170Q: 3 clusters Score -4994154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4994109.500000 Penalty: 1024.372925
	Iteration 171Q: 3 clusters Score -4994110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4994078.000000 Penalty: 1024.372925
	Iteration 172Q: 3 clusters Score -4994078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4994070.000000 Penalty: 1024.372925
	Iteration 173Q: 3 clusters Score -4994070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4994061.000000 Penalty: 1024.372925
	Iteration 174Q: 3 clusters Score -4994061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4994051.000000 Penalty: 1024.372925
	Iteration 175Q: 3 clusters Score -4994051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4994043.000000 Penalty: 1024.372925
	Iteration 176Q: 3 clusters Score -4994043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4994025.000000 Penalty: 1024.372925
	Iteration 177Q: 3 clusters Score -4994025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4994007.000000 Penalty: 1024.372925
	Iteration 178Q: 3 clusters Score -4994007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4994001.500000 Penalty: 1024.372925
	Iteration 179Q: 3 clusters Score -4994002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4993970.000000 Penalty: 1024.372925
	Iteration 180F: 3 clusters Score -4993970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4993938.000000 Penalty: 1024.372925
	Iteration 181Q: 3 clusters Score -4993938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4993934.500000 Penalty: 1024.372925
	Iteration 182Q: 3 clusters Score -4993934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4993942.500000 Penalty: 1024.372925
	Iteration 183Q: 3 clusters Score -4993942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4993945.500000 Penalty: 1024.372925
	Iteration 184Q: 3 clusters Score -4993946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4993950.500000 Penalty: 1024.372925
	Iteration 185Q: 3 clusters Score -4993950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4993945.000000 Penalty: 1024.372925
	Iteration 186Q: 3 clusters Score -4993945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4993920.000000 Penalty: 1024.372925
	Iteration 187Q: 3 clusters Score -4993920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4993919.000000 Penalty: 1024.372925
	Iteration 188Q: 3 clusters Score -4993919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4993917.500000 Penalty: 1024.372925
	Iteration 189Q: 3 clusters Score -4993918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4993919.500000 Penalty: 1024.372925
	Iteration 190Q: 3 clusters Score -4993920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4993915.500000 Penalty: 1024.372925
	Iteration 191Q: 3 clusters Score -4993916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4993921.000000 Penalty: 1024.372925
	Iteration 192Q: 3 clusters Score -4993921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4993908.500000 Penalty: 1024.372925
	Iteration 193Q: 3 clusters Score -4993908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4993905.000000 Penalty: 1024.372925
	Iteration 194Q: 3 clusters Score -4993905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4993896.000000 Penalty: 1024.372925
	Iteration 195Q: 3 clusters Score -4993896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4993900.000000 Penalty: 1024.372925
	Iteration 196Q: 3 clusters Score -4993900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4993889.000000 Penalty: 1024.372925
	Iteration 197Q: 3 clusters Score -4993889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4993888.000000 Penalty: 1024.372925
	Iteration 198Q: 3 clusters Score -4993888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4993888.000000 Penalty: 1024.372925
	Iteration 199Q: 3 clusters Score -4993888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4993873.000000 Penalty: 1024.372925
	Iteration 200F: 3 clusters Score -4993873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4993874.000000 Penalty: 1024.372925
	Iteration 201Q: 3 clusters Score -4993874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4993860.500000 Penalty: 1024.372925
	Iteration 202Q: 3 clusters Score -4993860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4993859.500000 Penalty: 1024.372925
	Iteration 203Q: 3 clusters Score -4993860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4993857.000000 Penalty: 1024.372925
	Iteration 204Q: 3 clusters Score -4993857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4993854.500000 Penalty: 1024.372925
	Iteration 205Q: 3 clusters Score -4993854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4993847.500000 Penalty: 1024.372925
	Iteration 206Q: 3 clusters Score -4993848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4993850.000000 Penalty: 1024.372925
	Iteration 207Q: 3 clusters Score -4993850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4993849.500000 Penalty: 1024.372925
	Iteration 208Q: 3 clusters Score -4993850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4993845.000000 Penalty: 1024.372925
	Iteration 209Q: 3 clusters Score -4993845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4993842.000000 Penalty: 1024.372925
	Iteration 210Q: 3 clusters Score -4993842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4993837.000000 Penalty: 1024.372925
	Iteration 211Q: 3 clusters Score -4993837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4993837.500000 Penalty: 1024.372925
	Iteration 212Q: 3 clusters Score -4993838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4993831.000000 Penalty: 1024.372925
	Iteration 213Q: 3 clusters Score -4993831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4993831.000000 Penalty: 1024.372925
	Iteration 214F: 3 clusters Score -4993831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 90835 members 
Mstep: Class 10 contains 74400 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 3008 members 
Entering Unmasked Estep 
Score: -42156264.000000 Penalty: 14691.937500
Splitting cluster 10 changes total score from -42127004.000000 to -42156264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -286963.531250 Penalty: 384.298767
	Iteration 0F: 2 clusters Score -286963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -283802.437500 Penalty: 768.597534
	Iteration 0F: 3 clusters Score -283802.4 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -284952.343750 Penalty: 768.597534
	Iteration 1F: 3 clusters Score -284952.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -285112.906250 Penalty: 768.597534
	Iteration 2F: 3 clusters Score -285112.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -285276.687500 Penalty: 768.597534
	Iteration 3F: 3 clusters Score -285276.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -285465.468750 Penalty: 768.597534
	Iteration 4F: 3 clusters Score -285465.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -285708.156250 Penalty: 768.597534
	Iteration 5F: 3 clusters Score -285708.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -285973.625000 Penalty: 768.597534
	Iteration 6F: 3 clusters Score -285973.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -286190.781250 Penalty: 768.597534
	Iteration 7F: 3 clusters Score -286190.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -286311.875000 Penalty: 768.597534
	Iteration 8Q: 3 clusters Score -286311.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -286376.906250 Penalty: 768.597534
	Iteration 9Q: 3 clusters Score -286376.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -286424.312500 Penalty: 768.597534
	Iteration 10Q: 3 clusters Score -286424.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -286461.031250 Penalty: 768.597534
	Iteration 11Q: 3 clusters Score -286461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -286485.937500 Penalty: 768.597534
	Iteration 12Q: 3 clusters Score -286485.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -286504.312500 Penalty: 768.597534
	Iteration 13Q: 3 clusters Score -286504.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -286531.250000 Penalty: 768.597534
	Iteration 14Q: 3 clusters Score -286531.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -286552.125000 Penalty: 768.597534
	Iteration 15Q: 3 clusters Score -286552.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -286566.062500 Penalty: 768.597534
	Iteration 16Q: 3 clusters Score -286566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -286575.781250 Penalty: 768.597534
	Iteration 17Q: 3 clusters Score -286575.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -286581.843750 Penalty: 768.597534
	Iteration 18Q: 3 clusters Score -286581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -286585.312500 Penalty: 768.597534
	Iteration 19Q: 3 clusters Score -286585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -286590.281250 Penalty: 768.597534
	Iteration 20F: 3 clusters Score -286590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -286592.312500 Penalty: 768.597534
	Iteration 21Q: 3 clusters Score -286592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -286592.531250 Penalty: 768.597534
	Iteration 22Q: 3 clusters Score -286592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -286593.187500 Penalty: 768.597534
	Iteration 23Q: 3 clusters Score -286593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -286592.812500 Penalty: 768.597534
	Iteration 24Q: 3 clusters Score -286592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -286593.187500 Penalty: 768.597534
	Iteration 25Q: 3 clusters Score -286593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -286593.718750 Penalty: 768.597534
	Iteration 26Q: 3 clusters Score -286593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -286594.718750 Penalty: 768.597534
	Iteration 27Q: 3 clusters Score -286594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -286595.187500 Penalty: 768.597534
	Iteration 28Q: 3 clusters Score -286595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -286595.500000 Penalty: 768.597534
	Iteration 29Q: 3 clusters Score -286595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -286595.812500 Penalty: 768.597534
	Iteration 30Q: 3 clusters Score -286595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -286595.812500 Penalty: 768.597534
	Iteration 31F: 3 clusters Score -286595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -1047258.562500 Penalty: 444.535583
	Iteration 0F: 2 clusters Score -1047259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1035622.125000 Penalty: 889.071167
	Iteration 0F: 3 clusters Score -1035622 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1040452.500000 Penalty: 889.071167
	Iteration 1F: 3 clusters Score -1040452 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1040908.750000 Penalty: 889.071167
	Iteration 2F: 3 clusters Score -1040909 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1041591.312500 Penalty: 889.071167
	Iteration 3F: 3 clusters Score -1041591 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1042576.437500 Penalty: 889.071167
	Iteration 4F: 3 clusters Score -1042576 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1043729.750000 Penalty: 889.071167
	Iteration 5F: 3 clusters Score -1043730 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1044763.500000 Penalty: 889.071167
	Iteration 6F: 3 clusters Score -1044764 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1045526.625000 Penalty: 889.071167
	Iteration 7Q: 3 clusters Score -1045527 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1045984.625000 Penalty: 889.071167
	Iteration 8Q: 3 clusters Score -1045985 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1046284.437500 Penalty: 889.071167
	Iteration 9Q: 3 clusters Score -1046284 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1046473.062500 Penalty: 889.071167
	Iteration 10Q: 3 clusters Score -1046473 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1046603.187500 Penalty: 889.071167
	Iteration 11Q: 3 clusters Score -1046603 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1046682.875000 Penalty: 889.071167
	Iteration 12Q: 3 clusters Score -1046683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1046736.562500 Penalty: 889.071167
	Iteration 13Q: 3 clusters Score -1046737 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1046766.937500 Penalty: 889.071167
	Iteration 14Q: 3 clusters Score -1046767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1046789.625000 Penalty: 889.071167
	Iteration 15Q: 3 clusters Score -1046790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1046809.625000 Penalty: 889.071167
	Iteration 16Q: 3 clusters Score -1046810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1046822.500000 Penalty: 889.071167
	Iteration 17Q: 3 clusters Score -1046822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1046833.187500 Penalty: 889.071167
	Iteration 18Q: 3 clusters Score -1046833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1046842.562500 Penalty: 889.071167
	Iteration 19Q: 3 clusters Score -1046843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1046846.500000 Penalty: 889.071167
	Iteration 20F: 3 clusters Score -1046846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1046854.125000 Penalty: 889.071167
	Iteration 21Q: 3 clusters Score -1046854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1046859.375000 Penalty: 889.071167
	Iteration 22Q: 3 clusters Score -1046859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1046863.000000 Penalty: 889.071167
	Iteration 23Q: 3 clusters Score -1046863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1046868.062500 Penalty: 889.071167
	Iteration 24Q: 3 clusters Score -1046868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1046873.500000 Penalty: 889.071167
	Iteration 25Q: 3 clusters Score -1046874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1046875.750000 Penalty: 889.071167
	Iteration 26Q: 3 clusters Score -1046876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1046877.000000 Penalty: 889.071167
	Iteration 27Q: 3 clusters Score -1046877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1046878.312500 Penalty: 889.071167
	Iteration 28Q: 3 clusters Score -1046878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1046878.625000 Penalty: 889.071167
	Iteration 29Q: 3 clusters Score -1046879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1046880.125000 Penalty: 889.071167
	Iteration 30Q: 3 clusters Score -1046880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1046880.500000 Penalty: 889.071167
	Iteration 31Q: 3 clusters Score -1046880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1046880.687500 Penalty: 889.071167
	Iteration 32Q: 3 clusters Score -1046881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1046881.562500 Penalty: 889.071167
	Iteration 33Q: 3 clusters Score -1046882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1046882.062500 Penalty: 889.071167
	Iteration 34Q: 3 clusters Score -1046882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1046883.437500 Penalty: 889.071167
	Iteration 35Q: 3 clusters Score -1046883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1046883.625000 Penalty: 889.071167
	Iteration 36Q: 3 clusters Score -1046884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1046884.500000 Penalty: 889.071167
	Iteration 37Q: 3 clusters Score -1046884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1046886.062500 Penalty: 889.071167
	Iteration 38Q: 3 clusters Score -1046886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1046888.000000 Penalty: 889.071167
	Iteration 39Q: 3 clusters Score -1046888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1046889.625000 Penalty: 889.071167
	Iteration 40F: 3 clusters Score -1046890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1046891.250000 Penalty: 889.071167
	Iteration 41Q: 3 clusters Score -1046891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1046892.937500 Penalty: 889.071167
	Iteration 42Q: 3 clusters Score -1046893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1046891.937500 Penalty: 889.071167
	Iteration 43Q: 3 clusters Score -1046892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1046892.062500 Penalty: 889.071167
	Iteration 44Q: 3 clusters Score -1046892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1046892.312500 Penalty: 889.071167
	Iteration 45Q: 3 clusters Score -1046892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1046892.562500 Penalty: 889.071167
	Iteration 46Q: 3 clusters Score -1046893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1046892.437500 Penalty: 889.071167
	Iteration 47Q: 3 clusters Score -1046892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1046894.625000 Penalty: 889.071167
	Iteration 48Q: 3 clusters Score -1046895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1046895.812500 Penalty: 889.071167
	Iteration 49Q: 3 clusters Score -1046896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1046896.250000 Penalty: 889.071167
	Iteration 50Q: 3 clusters Score -1046896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1046896.250000 Penalty: 889.071167
	Iteration 51F: 3 clusters Score -1046896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Entering Unmasked Estep 
Score: -4930286.500000 Penalty: 513.226074
	Iteration 0F: 2 clusters Score -4930286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4880407.500000 Penalty: 1026.452148
	Iteration 0F: 3 clusters Score -4880408 nChanged 38838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4904840.500000 Penalty: 1026.452148
	Iteration 1F: 3 clusters Score -4904840 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4907255.500000 Penalty: 1026.452148
	Iteration 2F: 3 clusters Score -4907256 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4911080.000000 Penalty: 1026.452148
	Iteration 3F: 3 clusters Score -4911080 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4916105.000000 Penalty: 1026.452148
	Iteration 4F: 3 clusters Score -4916105 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -4919721.000000 Penalty: 1026.452148
	Iteration 5F: 3 clusters Score -4919721 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -4921079.500000 Penalty: 1026.452148
	Iteration 6Q: 3 clusters Score -4921080 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4921540.500000 Penalty: 1026.452148
	Iteration 7Q: 3 clusters Score -4921540 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4921883.000000 Penalty: 1026.452148
	Iteration 8Q: 3 clusters Score -4921883 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4922235.000000 Penalty: 1026.452148
	Iteration 9Q: 3 clusters Score -4922235 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4922644.000000 Penalty: 1026.452148
	Iteration 10Q: 3 clusters Score -4922644 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4923082.500000 Penalty: 1026.452148
	Iteration 11Q: 3 clusters Score -4923082 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4923562.000000 Penalty: 1026.452148
	Iteration 12Q: 3 clusters Score -4923562 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4924111.000000 Penalty: 1026.452148
	Iteration 13Q: 3 clusters Score -4924111 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4924821.000000 Penalty: 1026.452148
	Iteration 14Q: 3 clusters Score -4924821 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4925483.500000 Penalty: 1026.452148
	Iteration 15Q: 3 clusters Score -4925484 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -4926209.000000 Penalty: 1026.452148
	Iteration 16Q: 3 clusters Score -4926209 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -4927057.000000 Penalty: 1026.452148
	Iteration 17Q: 3 clusters Score -4927057 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4927859.000000 Penalty: 1026.452148
	Iteration 18Q: 3 clusters Score -4927859 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4928609.500000 Penalty: 1026.452148
	Iteration 19Q: 3 clusters Score -4928610 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -4929298.500000 Penalty: 1026.452148
	Iteration 20F: 3 clusters Score -4929298 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4929990.500000 Penalty: 1026.452148
	Iteration 21Q: 3 clusters Score -4929990 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4930640.000000 Penalty: 1026.452148
	Iteration 22Q: 3 clusters Score -4930640 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4931046.000000 Penalty: 1026.452148
	Iteration 23Q: 3 clusters Score -4931046 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4931230.500000 Penalty: 1026.452148
	Iteration 24Q: 3 clusters Score -4931230 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4931407.000000 Penalty: 1026.452148
	Iteration 25Q: 3 clusters Score -4931407 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4931402.500000 Penalty: 1026.452148
	Iteration 26Q: 3 clusters Score -4931402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4931319.000000 Penalty: 1026.452148
	Iteration 27Q: 3 clusters Score -4931319 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4931245.000000 Penalty: 1026.452148
	Iteration 28Q: 3 clusters Score -4931245 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4931234.000000 Penalty: 1026.452148
	Iteration 29Q: 3 clusters Score -4931234 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4931195.500000 Penalty: 1026.452148
	Iteration 30Q: 3 clusters Score -4931196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4931201.000000 Penalty: 1026.452148
	Iteration 31Q: 3 clusters Score -4931201 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4931188.000000 Penalty: 1026.452148
	Iteration 32Q: 3 clusters Score -4931188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4931179.000000 Penalty: 1026.452148
	Iteration 33Q: 3 clusters Score -4931179 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4931219.000000 Penalty: 1026.452148
	Iteration 34Q: 3 clusters Score -4931219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4931279.500000 Penalty: 1026.452148
	Iteration 35Q: 3 clusters Score -4931280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77990 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4931316.500000 Penalty: 1026.452148
	Iteration 36Q: 3 clusters Score -4931316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4931353.500000 Penalty: 1026.452148
	Iteration 37Q: 3 clusters Score -4931354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4931395.000000 Penalty: 1026.452148
	Iteration 38Q: 3 clusters Score -4931395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4931416.000000 Penalty: 1026.452148
	Iteration 39Q: 3 clusters Score -4931416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4931438.000000 Penalty: 1026.452148
	Iteration 40F: 3 clusters Score -4931438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4931469.000000 Penalty: 1026.452148
	Iteration 41Q: 3 clusters Score -4931469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4931494.000000 Penalty: 1026.452148
	Iteration 42Q: 3 clusters Score -4931494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4931520.000000 Penalty: 1026.452148
	Iteration 43Q: 3 clusters Score -4931520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77960 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4931542.000000 Penalty: 1026.452148
	Iteration 44Q: 3 clusters Score -4931542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4931538.000000 Penalty: 1026.452148
	Iteration 45Q: 3 clusters Score -4931538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4931564.500000 Penalty: 1026.452148
	Iteration 46Q: 3 clusters Score -4931564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4931590.000000 Penalty: 1026.452148
	Iteration 47Q: 3 clusters Score -4931590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4931623.500000 Penalty: 1026.452148
	Iteration 48Q: 3 clusters Score -4931624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4931636.500000 Penalty: 1026.452148
	Iteration 49Q: 3 clusters Score -4931636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4931635.000000 Penalty: 1026.452148
	Iteration 50Q: 3 clusters Score -4931635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4931638.500000 Penalty: 1026.452148
	Iteration 51Q: 3 clusters Score -4931638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4931642.000000 Penalty: 1026.452148
	Iteration 52Q: 3 clusters Score -4931642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4931643.500000 Penalty: 1026.452148
	Iteration 53Q: 3 clusters Score -4931644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4931644.000000 Penalty: 1026.452148
	Iteration 54Q: 3 clusters Score -4931644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4931642.500000 Penalty: 1026.452148
	Iteration 55Q: 3 clusters Score -4931642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4931642.500000 Penalty: 1026.452148
	Iteration 56F: 3 clusters Score -4931642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 90835 members 
Mstep: Class 10 contains 74400 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 77861 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 1336 members 
Entering Unmasked Estep 
Score: -42157544.000000 Penalty: 15304.101562
Splitting cluster 13 changes total score from -42127004.000000 to -42157544.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (45439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Entering Unmasked Estep 
Score: -3000212.250000 Penalty: 487.947723
	Iteration 0F: 2 clusters Score -3000212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2970718.500000 Penalty: 975.895447
	Iteration 0F: 3 clusters Score -2970718 nChanged 21977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2983266.750000 Penalty: 975.895447
	Iteration 1F: 3 clusters Score -2983267 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2983639.500000 Penalty: 975.895447
	Iteration 2Q: 3 clusters Score -2983640 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2984150.500000 Penalty: 975.895447
	Iteration 3Q: 3 clusters Score -2984150 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2984981.500000 Penalty: 975.895447
	Iteration 4Q: 3 clusters Score -2984982 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2986362.250000 Penalty: 975.895447
	Iteration 5F: 3 clusters Score -2986362 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2988590.250000 Penalty: 975.895447
	Iteration 6F: 3 clusters Score -2988590 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2991090.000000 Penalty: 975.895447
	Iteration 7F: 3 clusters Score -2991090 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2992513.250000 Penalty: 975.895447
	Iteration 8F: 3 clusters Score -2992513 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2992985.250000 Penalty: 975.895447
	Iteration 9Q: 3 clusters Score -2992985 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2993128.750000 Penalty: 975.895447
	Iteration 10Q: 3 clusters Score -2993129 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2993201.000000 Penalty: 975.895447
	Iteration 11Q: 3 clusters Score -2993201 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2993280.750000 Penalty: 975.895447
	Iteration 12Q: 3 clusters Score -2993281 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2993335.750000 Penalty: 975.895447
	Iteration 13Q: 3 clusters Score -2993336 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2993439.250000 Penalty: 975.895447
	Iteration 14Q: 3 clusters Score -2993439 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2993552.000000 Penalty: 975.895447
	Iteration 15Q: 3 clusters Score -2993552 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2993678.000000 Penalty: 975.895447
	Iteration 16Q: 3 clusters Score -2993678 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2993821.750000 Penalty: 975.895447
	Iteration 17Q: 3 clusters Score -2993822 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2993997.500000 Penalty: 975.895447
	Iteration 18Q: 3 clusters Score -2993998 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2994197.000000 Penalty: 975.895447
	Iteration 19Q: 3 clusters Score -2994197 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2994414.750000 Penalty: 975.895447
	Iteration 20F: 3 clusters Score -2994415 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2994592.750000 Penalty: 975.895447
	Iteration 21Q: 3 clusters Score -2994593 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2994845.250000 Penalty: 975.895447
	Iteration 22Q: 3 clusters Score -2994845 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2995096.750000 Penalty: 975.895447
	Iteration 23Q: 3 clusters Score -2995097 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2995406.250000 Penalty: 975.895447
	Iteration 24Q: 3 clusters Score -2995406 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2995739.750000 Penalty: 975.895447
	Iteration 25Q: 3 clusters Score -2995740 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2996134.750000 Penalty: 975.895447
	Iteration 26Q: 3 clusters Score -2996135 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2996542.250000 Penalty: 975.895447
	Iteration 27Q: 3 clusters Score -2996542 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2997002.500000 Penalty: 975.895447
	Iteration 28Q: 3 clusters Score -2997002 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2997450.500000 Penalty: 975.895447
	Iteration 29Q: 3 clusters Score -2997450 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2997823.250000 Penalty: 975.895447
	Iteration 30Q: 3 clusters Score -2997823 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2998108.250000 Penalty: 975.895447
	Iteration 31Q: 3 clusters Score -2998108 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2998297.500000 Penalty: 975.895447
	Iteration 32Q: 3 clusters Score -2998298 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2998455.000000 Penalty: 975.895447
	Iteration 33Q: 3 clusters Score -2998455 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2998585.000000 Penalty: 975.895447
	Iteration 34Q: 3 clusters Score -2998585 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2998706.750000 Penalty: 975.895447
	Iteration 35Q: 3 clusters Score -2998707 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2998803.750000 Penalty: 975.895447
	Iteration 36Q: 3 clusters Score -2998804 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2998901.500000 Penalty: 975.895447
	Iteration 37Q: 3 clusters Score -2998902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2998972.500000 Penalty: 975.895447
	Iteration 38Q: 3 clusters Score -2998972 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2999012.250000 Penalty: 975.895447
	Iteration 39Q: 3 clusters Score -2999012 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2999020.250000 Penalty: 975.895447
	Iteration 40F: 3 clusters Score -2999020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2999014.500000 Penalty: 975.895447
	Iteration 41Q: 3 clusters Score -2999014 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2999020.250000 Penalty: 975.895447
	Iteration 42Q: 3 clusters Score -2999020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2999016.000000 Penalty: 975.895447
	Iteration 43Q: 3 clusters Score -2999016 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2999038.250000 Penalty: 975.895447
	Iteration 44Q: 3 clusters Score -2999038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2999033.750000 Penalty: 975.895447
	Iteration 45Q: 3 clusters Score -2999034 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2999013.750000 Penalty: 975.895447
	Iteration 46Q: 3 clusters Score -2999014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2998987.750000 Penalty: 975.895447
	Iteration 47Q: 3 clusters Score -2998988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2998984.500000 Penalty: 975.895447
	Iteration 48Q: 3 clusters Score -2998984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2998955.250000 Penalty: 975.895447
	Iteration 49Q: 3 clusters Score -2998955 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2998942.250000 Penalty: 975.895447
	Iteration 50Q: 3 clusters Score -2998942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2998951.000000 Penalty: 975.895447
	Iteration 51Q: 3 clusters Score -2998951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2998938.250000 Penalty: 975.895447
	Iteration 52Q: 3 clusters Score -2998938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2998970.000000 Penalty: 975.895447
	Iteration 53Q: 3 clusters Score -2998970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2998970.750000 Penalty: 975.895447
	Iteration 54Q: 3 clusters Score -2998971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2998981.750000 Penalty: 975.895447
	Iteration 55Q: 3 clusters Score -2998982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2998999.750000 Penalty: 975.895447
	Iteration 56Q: 3 clusters Score -2999000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2999014.500000 Penalty: 975.895447
	Iteration 57Q: 3 clusters Score -2999014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2999025.500000 Penalty: 975.895447
	Iteration 58Q: 3 clusters Score -2999026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2999026.250000 Penalty: 975.895447
	Iteration 59Q: 3 clusters Score -2999026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2999025.250000 Penalty: 975.895447
	Iteration 60F: 3 clusters Score -2999025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2999033.250000 Penalty: 975.895447
	Iteration 61Q: 3 clusters Score -2999033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2999044.000000 Penalty: 975.895447
	Iteration 62Q: 3 clusters Score -2999044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2999068.500000 Penalty: 975.895447
	Iteration 63Q: 3 clusters Score -2999068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2999107.000000 Penalty: 975.895447
	Iteration 64Q: 3 clusters Score -2999107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2999107.250000 Penalty: 975.895447
	Iteration 65Q: 3 clusters Score -2999107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2999124.750000 Penalty: 975.895447
	Iteration 66Q: 3 clusters Score -2999125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2999159.250000 Penalty: 975.895447
	Iteration 67Q: 3 clusters Score -2999159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2999175.500000 Penalty: 975.895447
	Iteration 68Q: 3 clusters Score -2999176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2999179.500000 Penalty: 975.895447
	Iteration 69Q: 3 clusters Score -2999180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2999182.000000 Penalty: 975.895447
	Iteration 70Q: 3 clusters Score -2999182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2999182.500000 Penalty: 975.895447
	Iteration 71Q: 3 clusters Score -2999182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2999175.500000 Penalty: 975.895447
	Iteration 72Q: 3 clusters Score -2999176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2999182.000000 Penalty: 975.895447
	Iteration 73Q: 3 clusters Score -2999182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2999176.500000 Penalty: 975.895447
	Iteration 74Q: 3 clusters Score -2999176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2999190.000000 Penalty: 975.895447
	Iteration 75Q: 3 clusters Score -2999190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2999217.750000 Penalty: 975.895447
	Iteration 76Q: 3 clusters Score -2999218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2999216.750000 Penalty: 975.895447
	Iteration 77Q: 3 clusters Score -2999217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2999217.250000 Penalty: 975.895447
	Iteration 78Q: 3 clusters Score -2999217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2999226.750000 Penalty: 975.895447
	Iteration 79Q: 3 clusters Score -2999227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2999224.000000 Penalty: 975.895447
	Iteration 80F: 3 clusters Score -2999224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2999220.250000 Penalty: 975.895447
	Iteration 81Q: 3 clusters Score -2999220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2999229.000000 Penalty: 975.895447
	Iteration 82Q: 3 clusters Score -2999229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2999225.000000 Penalty: 975.895447
	Iteration 83Q: 3 clusters Score -2999225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2999231.750000 Penalty: 975.895447
	Iteration 84Q: 3 clusters Score -2999232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2999230.250000 Penalty: 975.895447
	Iteration 85Q: 3 clusters Score -2999230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2999222.500000 Penalty: 975.895447
	Iteration 86Q: 3 clusters Score -2999222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2999228.500000 Penalty: 975.895447
	Iteration 87Q: 3 clusters Score -2999228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2999227.250000 Penalty: 975.895447
	Iteration 88Q: 3 clusters Score -2999227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2999234.000000 Penalty: 975.895447
	Iteration 89Q: 3 clusters Score -2999234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2999230.500000 Penalty: 975.895447
	Iteration 90Q: 3 clusters Score -2999230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2999231.500000 Penalty: 975.895447
	Iteration 91Q: 3 clusters Score -2999232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2999233.250000 Penalty: 975.895447
	Iteration 92Q: 3 clusters Score -2999233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2999233.500000 Penalty: 975.895447
	Iteration 93Q: 3 clusters Score -2999234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2999241.250000 Penalty: 975.895447
	Iteration 94Q: 3 clusters Score -2999241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2999247.000000 Penalty: 975.895447
	Iteration 95Q: 3 clusters Score -2999247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2999245.250000 Penalty: 975.895447
	Iteration 96Q: 3 clusters Score -2999245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2999242.000000 Penalty: 975.895447
	Iteration 97Q: 3 clusters Score -2999242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2999250.250000 Penalty: 975.895447
	Iteration 98Q: 3 clusters Score -2999250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2999263.250000 Penalty: 975.895447
	Iteration 99Q: 3 clusters Score -2999263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2999275.000000 Penalty: 975.895447
	Iteration 100F: 3 clusters Score -2999275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2999280.250000 Penalty: 975.895447
	Iteration 101Q: 3 clusters Score -2999280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2999299.000000 Penalty: 975.895447
	Iteration 102Q: 3 clusters Score -2999299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2999314.750000 Penalty: 975.895447
	Iteration 103Q: 3 clusters Score -2999315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2999329.000000 Penalty: 975.895447
	Iteration 104Q: 3 clusters Score -2999329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2999343.250000 Penalty: 975.895447
	Iteration 105Q: 3 clusters Score -2999343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2999359.500000 Penalty: 975.895447
	Iteration 106Q: 3 clusters Score -2999360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2999374.000000 Penalty: 975.895447
	Iteration 107Q: 3 clusters Score -2999374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2999384.500000 Penalty: 975.895447
	Iteration 108Q: 3 clusters Score -2999384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2999392.500000 Penalty: 975.895447
	Iteration 109Q: 3 clusters Score -2999392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2999411.750000 Penalty: 975.895447
	Iteration 110Q: 3 clusters Score -2999412 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2999415.250000 Penalty: 975.895447
	Iteration 111Q: 3 clusters Score -2999415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2999426.250000 Penalty: 975.895447
	Iteration 112Q: 3 clusters Score -2999426 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2999428.000000 Penalty: 975.895447
	Iteration 113Q: 3 clusters Score -2999428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2999436.250000 Penalty: 975.895447
	Iteration 114Q: 3 clusters Score -2999436 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2999443.250000 Penalty: 975.895447
	Iteration 115Q: 3 clusters Score -2999443 nChanged 24
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Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2999451.250000 Penalty: 975.895447
	Iteration 116Q: 3 clusters Score -2999451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2999448.250000 Penalty: 975.895447
	Iteration 117Q: 3 clusters Score -2999448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2999456.500000 Penalty: 975.895447
	Iteration 118Q: 3 clusters Score -2999456 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2999464.750000 Penalty: 975.895447
	Iteration 119Q: 3 clusters Score -2999465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2999471.000000 Penalty: 975.895447
	Iteration 120F: 3 clusters Score -2999471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2999479.500000 Penalty: 975.895447
	Iteration 121Q: 3 clusters Score -2999480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2999476.500000 Penalty: 975.895447
	Iteration 122Q: 3 clusters Score -2999476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2999481.750000 Penalty: 975.895447
	Iteration 123Q: 3 clusters Score -2999482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2999484.750000 Penalty: 975.895447
	Iteration 124Q: 3 clusters Score -2999485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2999490.500000 Penalty: 975.895447
	Iteration 125Q: 3 clusters Score -2999490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2999502.000000 Penalty: 975.895447
	Iteration 126Q: 3 clusters Score -2999502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2999508.000000 Penalty: 975.895447
	Iteration 127Q: 3 clusters Score -2999508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2999505.000000 Penalty: 975.895447
	Iteration 128Q: 3 clusters Score -2999505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2999501.000000 Penalty: 975.895447
	Iteration 129Q: 3 clusters Score -2999501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2999501.000000 Penalty: 975.895447
	Iteration 130Q: 3 clusters Score -2999501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2999510.500000 Penalty: 975.895447
	Iteration 131Q: 3 clusters Score -2999510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2999510.250000 Penalty: 975.895447
	Iteration 132Q: 3 clusters Score -2999510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2999514.750000 Penalty: 975.895447
	Iteration 133Q: 3 clusters Score -2999515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2999514.500000 Penalty: 975.895447
	Iteration 134Q: 3 clusters Score -2999514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2999522.000000 Penalty: 975.895447
	Iteration 135Q: 3 clusters Score -2999522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2999521.500000 Penalty: 975.895447
	Iteration 136Q: 3 clusters Score -2999522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2999523.500000 Penalty: 975.895447
	Iteration 137Q: 3 clusters Score -2999524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2999534.500000 Penalty: 975.895447
	Iteration 138Q: 3 clusters Score -2999534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2999540.000000 Penalty: 975.895447
	Iteration 139Q: 3 clusters Score -2999540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2999548.000000 Penalty: 975.895447
	Iteration 140F: 3 clusters Score -2999548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2999554.500000 Penalty: 975.895447
	Iteration 141Q: 3 clusters Score -2999554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2999552.500000 Penalty: 975.895447
	Iteration 142Q: 3 clusters Score -2999552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2999561.000000 Penalty: 975.895447
	Iteration 143Q: 3 clusters Score -2999561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2999564.750000 Penalty: 975.895447
	Iteration 144Q: 3 clusters Score -2999565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2999578.250000 Penalty: 975.895447
	Iteration 145Q: 3 clusters Score -2999578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2999582.000000 Penalty: 975.895447
	Iteration 146Q: 3 clusters Score -2999582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2999588.000000 Penalty: 975.895447
	Iteration 147Q: 3 clusters Score -2999588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2999590.500000 Penalty: 975.895447
	Iteration 148Q: 3 clusters Score -2999590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2999595.000000 Penalty: 975.895447
	Iteration 149Q: 3 clusters Score -2999595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2999603.250000 Penalty: 975.895447
	Iteration 150Q: 3 clusters Score -2999603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2999607.500000 Penalty: 975.895447
	Iteration 151Q: 3 clusters Score -2999608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2999608.500000 Penalty: 975.895447
	Iteration 152Q: 3 clusters Score -2999608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2999619.500000 Penalty: 975.895447
	Iteration 153Q: 3 clusters Score -2999620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2999627.500000 Penalty: 975.895447
	Iteration 154Q: 3 clusters Score -2999628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2999633.000000 Penalty: 975.895447
	Iteration 155Q: 3 clusters Score -2999633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2999639.250000 Penalty: 975.895447
	Iteration 156Q: 3 clusters Score -2999639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2999637.000000 Penalty: 975.895447
	Iteration 157Q: 3 clusters Score -2999637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2999648.000000 Penalty: 975.895447
	Iteration 158Q: 3 clusters Score -2999648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2999640.500000 Penalty: 975.895447
	Iteration 159Q: 3 clusters Score -2999640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2999647.750000 Penalty: 975.895447
	Iteration 160F: 3 clusters Score -2999648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2999658.000000 Penalty: 975.895447
	Iteration 161Q: 3 clusters Score -2999658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2999654.750000 Penalty: 975.895447
	Iteration 162Q: 3 clusters Score -2999655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2999647.750000 Penalty: 975.895447
	Iteration 163Q: 3 clusters Score -2999648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2999648.750000 Penalty: 975.895447
	Iteration 164Q: 3 clusters Score -2999649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2999649.750000 Penalty: 975.895447
	Iteration 165Q: 3 clusters Score -2999650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2999650.250000 Penalty: 975.895447
	Iteration 166Q: 3 clusters Score -2999650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2999650.250000 Penalty: 975.895447
	Iteration 167F: 3 clusters Score -2999650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Entering Unmasked Estep 
Score: -2135944.000000 Penalty: 476.863770
	Iteration 0F: 2 clusters Score -2135944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2112001.250000 Penalty: 953.727539
	Iteration 0F: 3 clusters Score -2112001 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2122233.750000 Penalty: 953.727539
	Iteration 1F: 3 clusters Score -2122234 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2122790.000000 Penalty: 953.727539
	Iteration 2Q: 3 clusters Score -2122790 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2123475.500000 Penalty: 953.727539
	Iteration 3Q: 3 clusters Score -2123476 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2124467.750000 Penalty: 953.727539
	Iteration 4F: 3 clusters Score -2124468 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2125944.250000 Penalty: 953.727539
	Iteration 5F: 3 clusters Score -2125944 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2128074.500000 Penalty: 953.727539
	Iteration 6F: 3 clusters Score -2128074 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -2130506.250000 Penalty: 953.727539
	Iteration 7F: 3 clusters Score -2130506 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -2132348.500000 Penalty: 953.727539
	Iteration 8F: 3 clusters Score -2132348 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -2133350.000000 Penalty: 953.727539
	Iteration 9Q: 3 clusters Score -2133350 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -2133925.750000 Penalty: 953.727539
	Iteration 10Q: 3 clusters Score -2133926 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -2134365.250000 Penalty: 953.727539
	Iteration 11Q: 3 clusters Score -2134365 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2134685.000000 Penalty: 953.727539
	Iteration 12Q: 3 clusters Score -2134685 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -2134952.000000 Penalty: 953.727539
	Iteration 13Q: 3 clusters Score -2134952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -2135129.500000 Penalty: 953.727539
	Iteration 14Q: 3 clusters Score -2135130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2135253.750000 Penalty: 953.727539
	Iteration 15Q: 3 clusters Score -2135254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -2135327.250000 Penalty: 953.727539
	Iteration 16Q: 3 clusters Score -2135327 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -2135393.000000 Penalty: 953.727539
	Iteration 17Q: 3 clusters Score -2135393 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -2135441.750000 Penalty: 953.727539
	Iteration 18Q: 3 clusters Score -2135442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -2135493.500000 Penalty: 953.727539
	Iteration 19Q: 3 clusters Score -2135494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -2135528.500000 Penalty: 953.727539
	Iteration 20F: 3 clusters Score -2135528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2135557.750000 Penalty: 953.727539
	Iteration 21Q: 3 clusters Score -2135558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -2135570.250000 Penalty: 953.727539
	Iteration 22Q: 3 clusters Score -2135570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -2135585.500000 Penalty: 953.727539
	Iteration 23Q: 3 clusters Score -2135586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2135597.750000 Penalty: 953.727539
	Iteration 24Q: 3 clusters Score -2135598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -2135606.250000 Penalty: 953.727539
	Iteration 25Q: 3 clusters Score -2135606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -2135617.000000 Penalty: 953.727539
	Iteration 26Q: 3 clusters Score -2135617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -2135620.250000 Penalty: 953.727539
	Iteration 27Q: 3 clusters Score -2135620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2135623.000000 Penalty: 953.727539
	Iteration 28Q: 3 clusters Score -2135623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -2135624.250000 Penalty: 953.727539
	Iteration 29Q: 3 clusters Score -2135624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -2135625.250000 Penalty: 953.727539
	Iteration 30Q: 3 clusters Score -2135625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -2135624.500000 Penalty: 953.727539
	Iteration 31Q: 3 clusters Score -2135624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -2135627.000000 Penalty: 953.727539
	Iteration 32Q: 3 clusters Score -2135627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -2135628.500000 Penalty: 953.727539
	Iteration 33Q: 3 clusters Score -2135628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -2135630.500000 Penalty: 953.727539
	Iteration 34Q: 3 clusters Score -2135630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -2135636.750000 Penalty: 953.727539
	Iteration 35Q: 3 clusters Score -2135637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -2135633.250000 Penalty: 953.727539
	Iteration 36Q: 3 clusters Score -2135633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -2135634.250000 Penalty: 953.727539
	Iteration 37Q: 3 clusters Score -2135634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -2135638.500000 Penalty: 953.727539
	Iteration 38Q: 3 clusters Score -2135638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -2135637.500000 Penalty: 953.727539
	Iteration 39Q: 3 clusters Score -2135638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -2135635.000000 Penalty: 953.727539
	Iteration 40F: 3 clusters Score -2135635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -2135636.000000 Penalty: 953.727539
	Iteration 41Q: 3 clusters Score -2135636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -2135636.000000 Penalty: 953.727539
	Iteration 42Q: 3 clusters Score -2135636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -2135637.000000 Penalty: 953.727539
	Iteration 43Q: 3 clusters Score -2135637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -2135637.000000 Penalty: 953.727539
	Iteration 44F: 3 clusters Score -2135637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -212894.843750 Penalty: 374.369904
	Iteration 0F: 2 clusters Score -212894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -210308.000000 Penalty: 748.739807
	Iteration 0F: 3 clusters Score -210308 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -211366.078125 Penalty: 748.739807
	Iteration 1F: 3 clusters Score -211366.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -211675.000000 Penalty: 748.739807
	Iteration 2F: 3 clusters Score -211675 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -212069.296875 Penalty: 748.739807
	Iteration 3F: 3 clusters Score -212069.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -212327.468750 Penalty: 748.739807
	Iteration 4F: 3 clusters Score -212327.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -212456.171875 Penalty: 748.739807
	Iteration 5F: 3 clusters Score -212456.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -212512.718750 Penalty: 748.739807
	Iteration 6Q: 3 clusters Score -212512.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212539.296875 Penalty: 748.739807
	Iteration 7Q: 3 clusters Score -212539.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -212551.171875 Penalty: 748.739807
	Iteration 8Q: 3 clusters Score -212551.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -212559.937500 Penalty: 748.739807
	Iteration 9Q: 3 clusters Score -212559.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212568.375000 Penalty: 748.739807
	Iteration 10Q: 3 clusters Score -212568.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212576.140625 Penalty: 748.739807
	Iteration 11Q: 3 clusters Score -212576.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212581.984375 Penalty: 748.739807
	Iteration 12Q: 3 clusters Score -212582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -212583.765625 Penalty: 748.739807
	Iteration 13Q: 3 clusters Score -212583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212585.812500 Penalty: 748.739807
	Iteration 14Q: 3 clusters Score -212585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -212586.921875 Penalty: 748.739807
	Iteration 15Q: 3 clusters Score -212586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -212586.796875 Penalty: 748.739807
	Iteration 16Q: 3 clusters Score -212586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -212587.468750 Penalty: 748.739807
	Iteration 17Q: 3 clusters Score -212587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212588.203125 Penalty: 748.739807
	Iteration 18Q: 3 clusters Score -212588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -212588.390625 Penalty: 748.739807
	Iteration 19Q: 3 clusters Score -212588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -212588.687500 Penalty: 748.739807
	Iteration 20F: 3 clusters Score -212588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212588.828125 Penalty: 748.739807
	Iteration 21Q: 3 clusters Score -212588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212588.828125 Penalty: 748.739807
	Iteration 22F: 3 clusters Score -212588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -57426.296875 Penalty: 311.535889
	Iteration 0F: 2 clusters Score -57426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56663.917969 Penalty: 623.071777
	Iteration 0F: 3 clusters Score -56663.92 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56894.703125 Penalty: 623.071777
	Iteration 1F: 3 clusters Score -56894.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -56941.390625 Penalty: 623.071777
	Iteration 2F: 3 clusters Score -56941.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56977.425781 Penalty: 623.071777
	Iteration 3Q: 3 clusters Score -56977.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57001.703125 Penalty: 623.071777
	Iteration 4Q: 3 clusters Score -57001.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57034.425781 Penalty: 623.071777
	Iteration 5Q: 3 clusters Score -57034.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -57055.597656 Penalty: 623.071777
	Iteration 6Q: 3 clusters Score -57055.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57069.054688 Penalty: 623.071777
	Iteration 7Q: 3 clusters Score -57069.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57078.167969 Penalty: 623.071777
	Iteration 8Q: 3 clusters Score -57078.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -57085.058594 Penalty: 623.071777
	Iteration 9Q: 3 clusters Score -57085.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57088.097656 Penalty: 623.071777
	Iteration 10Q: 3 clusters Score -57088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57092.437500 Penalty: 623.071777
	Iteration 11Q: 3 clusters Score -57092.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57096.246094 Penalty: 623.071777
	Iteration 12Q: 3 clusters Score -57096.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57099.410156 Penalty: 623.071777
	Iteration 13Q: 3 clusters Score -57099.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -57101.250000 Penalty: 623.071777
	Iteration 14Q: 3 clusters Score -57101.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -57103.812500 Penalty: 623.071777
	Iteration 15Q: 3 clusters Score -57103.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57105.722656 Penalty: 623.071777
	Iteration 16Q: 3 clusters Score -57105.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -57106.765625 Penalty: 623.071777
	Iteration 17Q: 3 clusters Score -57106.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57108.890625 Penalty: 623.071777
	Iteration 18Q: 3 clusters Score -57108.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -57110.695312 Penalty: 623.071777
	Iteration 19Q: 3 clusters Score -57110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57113.640625 Penalty: 623.071777
	Iteration 20F: 3 clusters Score -57113.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -57115.050781 Penalty: 623.071777
	Iteration 21Q: 3 clusters Score -57115.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57116.167969 Penalty: 623.071777
	Iteration 22Q: 3 clusters Score -57116.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57116.167969 Penalty: 623.071777
	Iteration 23F: 3 clusters Score -57116.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -63338.929688 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -63338.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -62546.058594 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -62546.06 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -62858.824219 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -62858.82 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -62944.421875 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -62944.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62998.210938 Penalty: 627.507141
	Iteration 3F: 3 clusters Score -62998.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -63028.816406 Penalty: 627.507141
	Iteration 4Q: 3 clusters Score -63028.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -63054.234375 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -63054.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -63083.664062 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -63083.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -63102.433594 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -63102.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -63112.898438 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -63112.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -63126.359375 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -63126.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -63136.402344 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -63136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63143.925781 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -63143.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -63151.582031 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -63151.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -63155.726562 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -63155.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -63158.070312 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -63158.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63159.277344 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -63159.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -63161.203125 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -63161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -63162.558594 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -63162.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -63164.339844 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -63164.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -63165.382812 Penalty: 627.507141
	Iteration 19Q: 3 clusters Score -63165.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -63165.789062 Penalty: 627.507141
	Iteration 20F: 3 clusters Score -63165.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -85225.164062 Penalty: 336.533234
	Iteration 0F: 2 clusters Score -85225.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -84087.937500 Penalty: 673.066467
	Iteration 0F: 3 clusters Score -84087.94 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -84660.398438 Penalty: 673.066467
	Iteration 1F: 3 clusters Score -84660.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -84822.382812 Penalty: 673.066467
	Iteration 2F: 3 clusters Score -84822.38 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -84940.000000 Penalty: 673.066467
	Iteration 3F: 3 clusters Score -84940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -85026.437500 Penalty: 673.066467
	Iteration 4F: 3 clusters Score -85026.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -85080.484375 Penalty: 673.066467
	Iteration 5Q: 3 clusters Score -85080.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -85107.195312 Penalty: 673.066467
	Iteration 6Q: 3 clusters Score -85107.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -85125.445312 Penalty: 673.066467
	Iteration 7Q: 3 clusters Score -85125.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -85143.515625 Penalty: 673.066467
	Iteration 8Q: 3 clusters Score -85143.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -85161.109375 Penalty: 673.066467
	Iteration 9Q: 3 clusters Score -85161.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -85173.382812 Penalty: 673.066467
	Iteration 10Q: 3 clusters Score -85173.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -85184.328125 Penalty: 673.066467
	Iteration 11Q: 3 clusters Score -85184.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -85195.164062 Penalty: 673.066467
	Iteration 12Q: 3 clusters Score -85195.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -85200.984375 Penalty: 673.066467
	Iteration 13Q: 3 clusters Score -85200.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -85207.351562 Penalty: 673.066467
	Iteration 14Q: 3 clusters Score -85207.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -85217.859375 Penalty: 673.066467
	Iteration 15Q: 3 clusters Score -85217.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -85230.773438 Penalty: 673.066467
	Iteration 16Q: 3 clusters Score -85230.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -85241.804688 Penalty: 673.066467
	Iteration 17Q: 3 clusters Score -85241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -85248.148438 Penalty: 673.066467
	Iteration 18Q: 3 clusters Score -85248.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -85259.906250 Penalty: 673.066467
	Iteration 19Q: 3 clusters Score -85259.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -85271.203125 Penalty: 673.066467
	Iteration 20F: 3 clusters Score -85271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -85286.101562 Penalty: 673.066467
	Iteration 21Q: 3 clusters Score -85286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -85290.000000 Penalty: 673.066467
	Iteration 22Q: 3 clusters Score -85290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -85298.039062 Penalty: 673.066467
	Iteration 23Q: 3 clusters Score -85298.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -85306.945312 Penalty: 673.066467
	Iteration 24Q: 3 clusters Score -85306.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -85311.335938 Penalty: 673.066467
	Iteration 25Q: 3 clusters Score -85311.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -85320.804688 Penalty: 673.066467
	Iteration 26Q: 3 clusters Score -85320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -85325.664062 Penalty: 673.066467
	Iteration 27Q: 3 clusters Score -85325.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -85334.960938 Penalty: 673.066467
	Iteration 28Q: 3 clusters Score -85334.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -85345.453125 Penalty: 673.066467
	Iteration 29Q: 3 clusters Score -85345.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -85350.734375 Penalty: 673.066467
	Iteration 30Q: 3 clusters Score -85350.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -85355.359375 Penalty: 673.066467
	Iteration 31Q: 3 clusters Score -85355.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -85355.976562 Penalty: 673.066467
	Iteration 32Q: 3 clusters Score -85355.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -85355.976562 Penalty: 673.066467
	Iteration 33F: 3 clusters Score -85355.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 90835 members 
Mstep: Class 10 contains 74400 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 77861 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 1397 members 
Entering Unmasked Estep 
Score: -42157364.000000 Penalty: 15916.265625
Splitting cluster 20 changes total score from -42127004.000000 to -42157364.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -291486.250000 Penalty: 389.500183
	Iteration 0F: 2 clusters Score -291486.2 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 2626 members 
Entering Unmasked Estep 
Score: -287993.687500 Penalty: 779.000366
	Iteration 0F: 3 clusters Score -287993.7 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -289748.656250 Penalty: 779.000366
	Iteration 1F: 3 clusters Score -289748.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -290439.000000 Penalty: 779.000366
	Iteration 2F: 3 clusters Score -290439 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -290987.062500 Penalty: 779.000366
	Iteration 3F: 3 clusters Score -290987.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -291176.625000 Penalty: 779.000366
	Iteration 4F: 3 clusters Score -291176.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -291321.187500 Penalty: 779.000366
	Iteration 5Q: 3 clusters Score -291321.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -291477.625000 Penalty: 779.000366
	Iteration 6Q: 3 clusters Score -291477.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -291612.250000 Penalty: 779.000366
	Iteration 7Q: 3 clusters Score -291612.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -291691.000000 Penalty: 779.000366
	Iteration 8Q: 3 clusters Score -291691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -291732.343750 Penalty: 779.000366
	Iteration 9Q: 3 clusters Score -291732.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -291750.125000 Penalty: 779.000366
	Iteration 10Q: 3 clusters Score -291750.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -291755.437500 Penalty: 779.000366
	Iteration 11Q: 3 clusters Score -291755.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -291758.593750 Penalty: 779.000366
	Iteration 12Q: 3 clusters Score -291758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -291760.281250 Penalty: 779.000366
	Iteration 13Q: 3 clusters Score -291760.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -291762.656250 Penalty: 779.000366
	Iteration 14Q: 3 clusters Score -291762.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -291763.000000 Penalty: 779.000366
	Iteration 15Q: 3 clusters Score -291763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -291763.875000 Penalty: 779.000366
	Iteration 16Q: 3 clusters Score -291763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -291764.000000 Penalty: 779.000366
	Iteration 17Q: 3 clusters Score -291764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -291764.531250 Penalty: 779.000366
	Iteration 18Q: 3 clusters Score -291764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -291764.343750 Penalty: 779.000366
	Iteration 19Q: 3 clusters Score -291764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -291764.000000 Penalty: 779.000366
	Iteration 20F: 3 clusters Score -291764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -291764.281250 Penalty: 779.000366
	Iteration 21Q: 3 clusters Score -291764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -291764.281250 Penalty: 779.000366
	Iteration 22F: 3 clusters Score -291764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 46717 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 90835 members 
Mstep: Class 10 contains 74400 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 77861 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 3474 members 
Entering Unmasked Estep 
Score: -42157508.000000 Penalty: 16528.429688
Splitting cluster 21 changes total score from -42127004.000000 to -42157508.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -213545.312500 Penalty: 369.513855
	Iteration 0F: 2 clusters Score -213545.3 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 1711 members 
Entering Unmasked Estep 
Score: -211258.453125 Penalty: 739.027710
	Iteration 0F: 3 clusters Score -211258.5 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -212087.234375 Penalty: 739.027710
	Iteration 1F: 3 clusters Score -212087.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -212201.703125 Penalty: 739.027710
	Iteration 2F: 3 clusters Score -212201.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -212313.484375 Penalty: 739.027710
	Iteration 3F: 3 clusters Score -212313.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -212422.656250 Penalty: 739.027710
	Iteration 4F: 3 clusters Score -212422.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -212532.375000 Penalty: 739.027710
	Iteration 5F: 3 clusters Score -212532.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -212629.062500 Penalty: 739.027710
	Iteration 6Q: 3 clusters Score -212629.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -212732.203125 Penalty: 739.027710
	Iteration 7Q: 3 clusters Score -212732.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -212834.375000 Penalty: 739.027710
	Iteration 8Q: 3 clusters Score -212834.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -212939.234375 Penalty: 739.027710
	Iteration 9Q: 3 clusters Score -212939.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -213020.109375 Penalty: 739.027710
	Iteration 10Q: 3 clusters Score -213020.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -213089.093750 Penalty: 739.027710
	Iteration 11Q: 3 clusters Score -213089.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -213140.843750 Penalty: 739.027710
	Iteration 12Q: 3 clusters Score -213140.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -213166.406250 Penalty: 739.027710
	Iteration 13Q: 3 clusters Score -213166.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -213180.328125 Penalty: 739.027710
	Iteration 14Q: 3 clusters Score -213180.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -213194.609375 Penalty: 739.027710
	Iteration 15Q: 3 clusters Score -213194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -213210.218750 Penalty: 739.027710
	Iteration 16Q: 3 clusters Score -213210.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -213221.234375 Penalty: 739.027710
	Iteration 17Q: 3 clusters Score -213221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -213227.515625 Penalty: 739.027710
	Iteration 18Q: 3 clusters Score -213227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -213230.484375 Penalty: 739.027710
	Iteration 19Q: 3 clusters Score -213230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -213232.625000 Penalty: 739.027710
	Iteration 20F: 3 clusters Score -213232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -213234.234375 Penalty: 739.027710
	Iteration 21Q: 3 clusters Score -213234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -213235.140625 Penalty: 739.027710
	Iteration 22Q: 3 clusters Score -213235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -213236.375000 Penalty: 739.027710
	Iteration 23Q: 3 clusters Score -213236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -213236.750000 Penalty: 739.027710
	Iteration 24Q: 3 clusters Score -213236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -213237.187500 Penalty: 739.027710
	Iteration 25Q: 3 clusters Score -213237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -213237.187500 Penalty: 739.027710
	Iteration 26F: 3 clusters Score -213237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 6 contains 82885 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 90835 members 
Mstep: Class 10 contains 74400 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 17501 members 
Mstep: Class 13 contains 77861 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170832.000000 Penalty: 16528.429688
Iteration 39Q: 28 clusters Score -4.217083e+07 nChanged 28900
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 46693 members 
Mstep: Class 3 contains 30878 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 26995 members 
Mstep: Class 6 contains 93171 members 
Mstep: Class 7 contains 91 members 
Mstep: Class 8 contains 35114 members 
Mstep: Class 9 contains 88160 members 
Mstep: Class 10 contains 74451 members 
Mstep: Class 11 contains 4550 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 73329 members 
Mstep: Class 14 contains 45676 members 
Mstep: Class 15 contains 40912 members 
Mstep: Class 16 contains 34909 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1481 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182552.000000 Penalty: 16528.429688
Iteration 40F: 28 clusters Score -4.218255e+07 nChanged 25828
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 48633 members 
Mstep: Class 3 contains 28883 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 26921 members 
Mstep: Class 6 contains 100780 members 
Mstep: Class 7 contains 82 members 
Mstep: Class 8 contains 35488 members 
Mstep: Class 9 contains 84909 members 
Mstep: Class 10 contains 71262 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 70454 members 
Mstep: Class 14 contains 45551 members 
Mstep: Class 15 contains 40897 members 
Mstep: Class 16 contains 34058 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 3508 members 
Mstep: Class 23 contains 8933 members 
Mstep: Class 24 contains 3335 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 1227 members 
Mstep: Class 27 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183932.000000 Penalty: 16528.429688
Iteration 41Q: 28 clusters Score -4.218393e+07 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 51071 members 
Mstep: Class 3 contains 27154 members 
Mstep: Class 4 contains 120 members 
Mstep: Class 5 contains 27100 members 
Mstep: Class 6 contains 107278 members 
Mstep: Class 7 contains 79 members 
Mstep: Class 8 contains 35832 members 
Mstep: Class 9 contains 82929 members 
Mstep: Class 10 contains 68329 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 17041 members 
Mstep: Class 13 contains 67376 members 
Mstep: Class 14 contains 45474 members 
Mstep: Class 15 contains 40857 members 
Mstep: Class 16 contains 33344 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 3599 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 3438 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 3586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181312.000000 Penalty: 16528.429688
Iteration 42Q: 28 clusters Score -4.218131e+07 nChanged 22316
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 54265 members 
Mstep: Class 3 contains 25435 members 
Mstep: Class 4 contains 119 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 115180 members 
Mstep: Class 7 contains 79 members 
Mstep: Class 8 contains 36156 members 
Mstep: Class 9 contains 81049 members 
Mstep: Class 10 contains 64687 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 16921 members 
Mstep: Class 13 contains 63121 members 
Mstep: Class 14 contains 45388 members 
Mstep: Class 15 contains 40858 members 
Mstep: Class 16 contains 32835 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 296 members 
Mstep: Class 21 contains 2062 members 
Mstep: Class 22 contains 3677 members 
Mstep: Class 23 contains 8332 members 
Mstep: Class 24 contains 3523 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176260.000000 Penalty: 16528.429688
Iteration 43Q: 28 clusters Score -4.217626e+07 nChanged 25852
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 58138 members 
Mstep: Class 3 contains 23537 members 
Mstep: Class 4 contains 118 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 125480 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 36437 members 
Mstep: Class 9 contains 78894 members 
Mstep: Class 10 contains 60185 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 16860 members 
Mstep: Class 13 contains 57554 members 
Mstep: Class 14 contains 45257 members 
Mstep: Class 15 contains 40848 members 
Mstep: Class 16 contains 32567 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 1195 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 3753 members 
Mstep: Class 23 contains 7153 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167372.000000 Penalty: 16528.429688
Iteration 44Q: 28 clusters Score -4.216737e+07 nChanged 27246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 62463 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 118 members 
Mstep: Class 5 contains 27893 members 
Mstep: Class 6 contains 135597 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 36640 members 
Mstep: Class 9 contains 76937 members 
Mstep: Class 10 contains 55350 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 51811 members 
Mstep: Class 14 contains 45118 members 
Mstep: Class 15 contains 40793 members 
Mstep: Class 16 contains 32560 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 315 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 2917 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155064.000000 Penalty: 16528.429688
Iteration 45Q: 28 clusters Score -4.215506e+07 nChanged 23402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 67147 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 118 members 
Mstep: Class 5 contains 28165 members 
Mstep: Class 6 contains 139844 members 
Mstep: Class 7 contains 76 members 
Mstep: Class 8 contains 36851 members 
Mstep: Class 9 contains 76268 members 
Mstep: Class 10 contains 51607 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 47889 members 
Mstep: Class 14 contains 45020 members 
Mstep: Class 15 contains 40782 members 
Mstep: Class 16 contains 32771 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 319 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 3878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42142672.000000 Penalty: 16528.429688
Iteration 46Q: 28 clusters Score -4.214267e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 72251 members 
Mstep: Class 3 contains 19663 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 28425 members 
Mstep: Class 6 contains 138394 members 
Mstep: Class 7 contains 74 members 
Mstep: Class 8 contains 37058 members 
Mstep: Class 9 contains 76811 members 
Mstep: Class 10 contains 48941 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 45459 members 
Mstep: Class 14 contains 45005 members 
Mstep: Class 15 contains 40790 members 
Mstep: Class 16 contains 33090 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 321 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3859 members 
Mstep: Class 23 contains 4589 members 
Mstep: Class 24 contains 4106 members 
Mstep: Class 25 contains 3500 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139816.000000 Penalty: 16528.429688
Iteration 47Q: 28 clusters Score -4.213982e+07 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 77616 members 
Mstep: Class 3 contains 19301 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 28667 members 
Mstep: Class 6 contains 134145 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 37321 members 
Mstep: Class 9 contains 77820 members 
Mstep: Class 10 contains 47312 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 43926 members 
Mstep: Class 14 contains 44997 members 
Mstep: Class 15 contains 40771 members 
Mstep: Class 16 contains 33345 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 322 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140460.000000 Penalty: 16528.429688
Iteration 48Q: 28 clusters Score -4.214046e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 83237 members 
Mstep: Class 3 contains 19084 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 28894 members 
Mstep: Class 6 contains 128633 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 37587 members 
Mstep: Class 9 contains 78913 members 
Mstep: Class 10 contains 46338 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 16568 members 
Mstep: Class 13 contains 42883 members 
Mstep: Class 14 contains 44978 members 
Mstep: Class 15 contains 40747 members 
Mstep: Class 16 contains 33459 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1251 members 
Mstep: Class 20 contains 323 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 4138 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139780.000000 Penalty: 16528.429688
Iteration 49Q: 28 clusters Score -4.213978e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 88385 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 123098 members 
Mstep: Class 7 contains 71 members 
Mstep: Class 8 contains 37831 members 
Mstep: Class 9 contains 79928 members 
Mstep: Class 10 contains 45787 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 16400 members 
Mstep: Class 13 contains 42145 members 
Mstep: Class 14 contains 44967 members 
Mstep: Class 15 contains 40735 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 4000 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 324 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 3974 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140680.000000 Penalty: 16528.429688
Iteration 50Q: 28 clusters Score -4.214068e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 93039 members 
Mstep: Class 3 contains 18921 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 117950 members 
Mstep: Class 7 contains 70 members 
Mstep: Class 8 contains 38057 members 
Mstep: Class 9 contains 80810 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 16231 members 
Mstep: Class 13 contains 41629 members 
Mstep: Class 14 contains 44940 members 
Mstep: Class 15 contains 40692 members 
Mstep: Class 16 contains 33610 members 
Mstep: Class 17 contains 4014 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 327 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 4778 members 
Mstep: Class 25 contains 4567 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141020.000000 Penalty: 16528.429688
Iteration 51Q: 28 clusters Score -4.214102e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 97329 members 
Mstep: Class 3 contains 18947 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 29488 members 
Mstep: Class 6 contains 113192 members 
Mstep: Class 7 contains 70 members 
Mstep: Class 8 contains 38282 members 
Mstep: Class 9 contains 81486 members 
Mstep: Class 10 contains 45106 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 16117 members 
Mstep: Class 13 contains 41170 members 
Mstep: Class 14 contains 44914 members 
Mstep: Class 15 contains 40644 members 
Mstep: Class 16 contains 33672 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 1266 members 
Mstep: Class 20 contains 329 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 4041 members 
Mstep: Class 23 contains 3753 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140756.000000 Penalty: 16528.429688
Iteration 52Q: 28 clusters Score -4.214076e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 101152 members 
Mstep: Class 3 contains 19008 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 108955 members 
Mstep: Class 7 contains 69 members 
Mstep: Class 8 contains 38474 members 
Mstep: Class 9 contains 81967 members 
Mstep: Class 10 contains 44933 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 16117 members 
Mstep: Class 13 contains 40716 members 
Mstep: Class 14 contains 44875 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 33740 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 1319 members 
Mstep: Class 19 contains 1278 members 
Mstep: Class 20 contains 327 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 3679 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141336.000000 Penalty: 16528.429688
Iteration 53Q: 28 clusters Score -4.214134e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 104418 members 
Mstep: Class 3 contains 19114 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 29846 members 
Mstep: Class 6 contains 105286 members 
Mstep: Class 7 contains 69 members 
Mstep: Class 8 contains 38678 members 
Mstep: Class 9 contains 82384 members 
Mstep: Class 10 contains 44763 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 16194 members 
Mstep: Class 13 contains 40317 members 
Mstep: Class 14 contains 44828 members 
Mstep: Class 15 contains 40512 members 
Mstep: Class 16 contains 33829 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 1369 members 
Mstep: Class 19 contains 1288 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 4104 members 
Mstep: Class 23 contains 3558 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 5231 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42142604.000000 Penalty: 16528.429688
Iteration 54Q: 28 clusters Score -4.21426e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 107355 members 
Mstep: Class 3 contains 19256 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 30021 members 
Mstep: Class 6 contains 101752 members 
Mstep: Class 7 contains 70 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 82738 members 
Mstep: Class 10 contains 44730 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 16335 members 
Mstep: Class 13 contains 40006 members 
Mstep: Class 14 contains 44778 members 
Mstep: Class 15 contains 40424 members 
Mstep: Class 16 contains 33913 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 1294 members 
Mstep: Class 20 contains 327 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 4114 members 
Mstep: Class 23 contains 3485 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 5415 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42144892.000000 Penalty: 16528.429688
Iteration 55Q: 28 clusters Score -4.214489e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 110239 members 
Mstep: Class 3 contains 19451 members 
Mstep: Class 4 contains 118 members 
Mstep: Class 5 contains 30180 members 
Mstep: Class 6 contains 98193 members 
Mstep: Class 7 contains 70 members 
Mstep: Class 8 contains 39086 members 
Mstep: Class 9 contains 82926 members 
Mstep: Class 10 contains 44742 members 
Mstep: Class 11 contains 4701 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 39843 members 
Mstep: Class 14 contains 44742 members 
Mstep: Class 15 contains 40310 members 
Mstep: Class 16 contains 33961 members 
Mstep: Class 17 contains 4007 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 1310 members 
Mstep: Class 20 contains 332 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 4128 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 6052 members 
Mstep: Class 25 contains 5600 members 
Mstep: Class 26 contains 981 members 
Mstep: Class 27 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42146316.000000 Penalty: 16528.429688
Iteration 56Q: 28 clusters Score -4.214632e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 112810 members 
Mstep: Class 3 contains 19751 members 
Mstep: Class 4 contains 119 members 
Mstep: Class 5 contains 30330 members 
Mstep: Class 6 contains 94854 members 
Mstep: Class 7 contains 71 members 
Mstep: Class 8 contains 39323 members 
Mstep: Class 9 contains 82984 members 
Mstep: Class 10 contains 44778 members 
Mstep: Class 11 contains 4752 members 
Mstep: Class 12 contains 16924 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 44725 members 
Mstep: Class 15 contains 40146 members 
Mstep: Class 16 contains 33992 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 19 contains 1314 members 
Mstep: Class 20 contains 339 members 
Mstep: Class 21 contains 2367 members 
Mstep: Class 22 contains 4145 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 6371 members 
Mstep: Class 25 contains 5785 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149132.000000 Penalty: 16528.429688
Iteration 57Q: 28 clusters Score -4.214913e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 115016 members 
Mstep: Class 3 contains 20079 members 
Mstep: Class 4 contains 119 members 
Mstep: Class 5 contains 30449 members 
Mstep: Class 6 contains 91884 members 
Mstep: Class 7 contains 71 members 
Mstep: Class 8 contains 39590 members 
Mstep: Class 9 contains 82842 members 
Mstep: Class 10 contains 44905 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 17305 members 
Mstep: Class 13 contains 39867 members 
Mstep: Class 14 contains 44691 members 
Mstep: Class 15 contains 39961 members 
Mstep: Class 16 contains 34077 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 341 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 4139 members 
Mstep: Class 23 contains 3221 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 5927 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153348.000000 Penalty: 16528.429688
Iteration 58Q: 28 clusters Score -4.215335e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 116675 members 
Mstep: Class 3 contains 20416 members 
Mstep: Class 4 contains 120 members 
Mstep: Class 5 contains 30580 members 
Mstep: Class 6 contains 89644 members 
Mstep: Class 7 contains 71 members 
Mstep: Class 8 contains 39845 members 
Mstep: Class 9 contains 82551 members 
Mstep: Class 10 contains 44963 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 40031 members 
Mstep: Class 14 contains 44674 members 
Mstep: Class 15 contains 39790 members 
Mstep: Class 16 contains 34141 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 1560 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 4126 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 6030 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155816.000000 Penalty: 16528.429688
Iteration 59Q: 28 clusters Score -4.215582e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 118164 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 120 members 
Mstep: Class 5 contains 30712 members 
Mstep: Class 6 contains 87727 members 
Mstep: Class 7 contains 71 members 
Mstep: Class 8 contains 40050 members 
Mstep: Class 9 contains 82149 members 
Mstep: Class 10 contains 44916 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 40217 members 
Mstep: Class 14 contains 44660 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 34226 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 7349 members 
Mstep: Class 25 contains 6120 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167968.000000 Penalty: 16528.429688
Iteration 60F: 28 clusters Score -4.216797e+07 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 122098 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 121 members 
Mstep: Class 5 contains 30791 members 
Mstep: Class 6 contains 90772 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 40204 members 
Mstep: Class 9 contains 80595 members 
Mstep: Class 10 contains 42241 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 18803 members 
Mstep: Class 13 contains 37565 members 
Mstep: Class 14 contains 44552 members 
Mstep: Class 15 contains 39479 members 
Mstep: Class 16 contains 34281 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 6251 members 
Mstep: Class 26 contains 981 members 
Mstep: Class 27 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164452.000000 Penalty: 16528.429688
Iteration 61Q: 28 clusters Score -4.216445e+07 nChanged 20519
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 126897 members 
Mstep: Class 3 contains 20041 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 30838 members 
Mstep: Class 6 contains 89811 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 40253 members 
Mstep: Class 9 contains 79602 members 
Mstep: Class 10 contains 40300 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 36423 members 
Mstep: Class 14 contains 44461 members 
Mstep: Class 15 contains 39410 members 
Mstep: Class 16 contains 34427 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 6421 members 
Mstep: Class 26 contains 981 members 
Mstep: Class 27 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165180.000000 Penalty: 16528.429688
Iteration 62Q: 28 clusters Score -4.216518e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 131046 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 30873 members 
Mstep: Class 6 contains 86756 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 40249 members 
Mstep: Class 9 contains 79197 members 
Mstep: Class 10 contains 39228 members 
Mstep: Class 11 contains 5150 members 
Mstep: Class 12 contains 19964 members 
Mstep: Class 13 contains 36218 members 
Mstep: Class 14 contains 44421 members 
Mstep: Class 15 contains 39378 members 
Mstep: Class 16 contains 34591 members 
Mstep: Class 17 contains 3936 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 2899 members 
Mstep: Class 24 contains 9228 members 
Mstep: Class 25 contains 6589 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169176.000000 Penalty: 16528.429688
Iteration 63Q: 28 clusters Score -4.216918e+07 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 134193 members 
Mstep: Class 3 contains 19957 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 30855 members 
Mstep: Class 6 contains 83011 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 79215 members 
Mstep: Class 10 contains 38906 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 20633 members 
Mstep: Class 13 contains 36634 members 
Mstep: Class 14 contains 44344 members 
Mstep: Class 15 contains 39322 members 
Mstep: Class 16 contains 34758 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 367 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 9821 members 
Mstep: Class 25 contains 6738 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174136.000000 Penalty: 16528.429688
Iteration 64Q: 28 clusters Score -4.217414e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 135787 members 
Mstep: Class 3 contains 19917 members 
Mstep: Class 4 contains 123 members 
Mstep: Class 5 contains 30790 members 
Mstep: Class 6 contains 80064 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 40118 members 
Mstep: Class 9 contains 79372 members 
Mstep: Class 10 contains 38964 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 21271 members 
Mstep: Class 13 contains 37417 members 
Mstep: Class 14 contains 44253 members 
Mstep: Class 15 contains 39251 members 
Mstep: Class 16 contains 34908 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 2753 members 
Mstep: Class 24 contains 10411 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178632.000000 Penalty: 16528.429688
Iteration 65Q: 28 clusters Score -4.217863e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 136134 members 
Mstep: Class 3 contains 19789 members 
Mstep: Class 4 contains 123 members 
Mstep: Class 5 contains 30720 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 39949 members 
Mstep: Class 9 contains 79512 members 
Mstep: Class 10 contains 39034 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 21887 members 
Mstep: Class 13 contains 38358 members 
Mstep: Class 14 contains 44143 members 
Mstep: Class 15 contains 39193 members 
Mstep: Class 16 contains 35060 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 1391 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 6889 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182388.000000 Penalty: 16528.429688
Iteration 66Q: 28 clusters Score -4.218239e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 135454 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 123 members 
Mstep: Class 5 contains 30656 members 
Mstep: Class 6 contains 77546 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 39746 members 
Mstep: Class 9 contains 79564 members 
Mstep: Class 10 contains 39023 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 22481 members 
Mstep: Class 13 contains 39493 members 
Mstep: Class 14 contains 44040 members 
Mstep: Class 15 contains 39147 members 
Mstep: Class 16 contains 35226 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 385 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 11622 members 
Mstep: Class 25 contains 6935 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185388.000000 Penalty: 16528.429688
Iteration 67Q: 28 clusters Score -4.218539e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 134146 members 
Mstep: Class 3 contains 19371 members 
Mstep: Class 4 contains 124 members 
Mstep: Class 5 contains 30596 members 
Mstep: Class 6 contains 77435 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 39453 members 
Mstep: Class 9 contains 79608 members 
Mstep: Class 10 contains 38923 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 22998 members 
Mstep: Class 13 contains 40825 members 
Mstep: Class 14 contains 43944 members 
Mstep: Class 15 contains 39166 members 
Mstep: Class 16 contains 35390 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 1700 members 
Mstep: Class 19 contains 1407 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 12216 members 
Mstep: Class 25 contains 6932 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 4605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187728.000000 Penalty: 16528.429688
Iteration 68Q: 28 clusters Score -4.218773e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 132724 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 125 members 
Mstep: Class 5 contains 30543 members 
Mstep: Class 6 contains 77664 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 39127 members 
Mstep: Class 9 contains 79578 members 
Mstep: Class 10 contains 38777 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 23380 members 
Mstep: Class 13 contains 42181 members 
Mstep: Class 14 contains 43875 members 
Mstep: Class 15 contains 39222 members 
Mstep: Class 16 contains 35557 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 12766 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189748.000000 Penalty: 16528.429688
Iteration 69Q: 28 clusters Score -4.218975e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 131472 members 
Mstep: Class 3 contains 18856 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 30470 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 74 members 
Mstep: Class 8 contains 38793 members 
Mstep: Class 9 contains 79490 members 
Mstep: Class 10 contains 38512 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 12 contains 23680 members 
Mstep: Class 13 contains 43608 members 
Mstep: Class 14 contains 43791 members 
Mstep: Class 15 contains 39306 members 
Mstep: Class 16 contains 35720 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 2374 members 
Mstep: Class 22 contains 3679 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 6890 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191212.000000 Penalty: 16528.429688
Iteration 70Q: 28 clusters Score -4.219121e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 130348 members 
Mstep: Class 3 contains 18609 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 30392 members 
Mstep: Class 6 contains 78109 members 
Mstep: Class 7 contains 75 members 
Mstep: Class 8 contains 38406 members 
Mstep: Class 9 contains 79336 members 
Mstep: Class 10 contains 38221 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 23934 members 
Mstep: Class 13 contains 44967 members 
Mstep: Class 14 contains 43708 members 
Mstep: Class 15 contains 39479 members 
Mstep: Class 16 contains 35862 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 3608 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 13819 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192268.000000 Penalty: 16528.429688
Iteration 71Q: 28 clusters Score -4.219227e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 129460 members 
Mstep: Class 3 contains 18331 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 30292 members 
Mstep: Class 6 contains 78278 members 
Mstep: Class 7 contains 75 members 
Mstep: Class 8 contains 38121 members 
Mstep: Class 9 contains 79083 members 
Mstep: Class 10 contains 37885 members 
Mstep: Class 11 contains 5229 members 
Mstep: Class 12 contains 24187 members 
Mstep: Class 13 contains 46291 members 
Mstep: Class 14 contains 43642 members 
Mstep: Class 15 contains 39585 members 
Mstep: Class 16 contains 36018 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 3547 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 14342 members 
Mstep: Class 25 contains 6828 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 4827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192908.000000 Penalty: 16528.429688
Iteration 72Q: 28 clusters Score -4.219291e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 128610 members 
Mstep: Class 3 contains 18073 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 30194 members 
Mstep: Class 6 contains 78414 members 
Mstep: Class 7 contains 76 members 
Mstep: Class 8 contains 37871 members 
Mstep: Class 9 contains 78756 members 
Mstep: Class 10 contains 37532 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 24448 members 
Mstep: Class 13 contains 47603 members 
Mstep: Class 14 contains 43597 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 3499 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 14853 members 
Mstep: Class 25 contains 6809 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193644.000000 Penalty: 16528.429688
Iteration 73Q: 28 clusters Score -4.219364e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 127779 members 
Mstep: Class 3 contains 17785 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 30121 members 
Mstep: Class 6 contains 78505 members 
Mstep: Class 7 contains 76 members 
Mstep: Class 8 contains 37587 members 
Mstep: Class 9 contains 78468 members 
Mstep: Class 10 contains 37140 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 24685 members 
Mstep: Class 13 contains 48909 members 
Mstep: Class 14 contains 43564 members 
Mstep: Class 15 contains 39711 members 
Mstep: Class 16 contains 36394 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 3457 members 
Mstep: Class 23 contains 1462 members 
Mstep: Class 24 contains 15386 members 
Mstep: Class 25 contains 6784 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194192.000000 Penalty: 16528.429688
Iteration 74Q: 28 clusters Score -4.219419e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 126845 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 30038 members 
Mstep: Class 6 contains 78590 members 
Mstep: Class 7 contains 76 members 
Mstep: Class 8 contains 37304 members 
Mstep: Class 9 contains 78198 members 
Mstep: Class 10 contains 36800 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 24966 members 
Mstep: Class 13 contains 50201 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 39788 members 
Mstep: Class 16 contains 36589 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 3421 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 15876 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194764.000000 Penalty: 16528.429688
Iteration 75Q: 28 clusters Score -4.219476e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 125870 members 
Mstep: Class 3 contains 17133 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29972 members 
Mstep: Class 6 contains 78652 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 37053 members 
Mstep: Class 9 contains 77914 members 
Mstep: Class 10 contains 36483 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 12 contains 25297 members 
Mstep: Class 13 contains 51544 members 
Mstep: Class 14 contains 43523 members 
Mstep: Class 15 contains 39822 members 
Mstep: Class 16 contains 36817 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 3372 members 
Mstep: Class 23 contains 1271 members 
Mstep: Class 24 contains 16358 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195412.000000 Penalty: 16528.429688
Iteration 76Q: 28 clusters Score -4.219541e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 125086 members 
Mstep: Class 3 contains 16799 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29897 members 
Mstep: Class 6 contains 78670 members 
Mstep: Class 7 contains 78 members 
Mstep: Class 8 contains 36758 members 
Mstep: Class 9 contains 77631 members 
Mstep: Class 10 contains 36135 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 25627 members 
Mstep: Class 13 contains 52772 members 
Mstep: Class 14 contains 43522 members 
Mstep: Class 15 contains 39916 members 
Mstep: Class 16 contains 37064 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 1180 members 
Mstep: Class 24 contains 16803 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196148.000000 Penalty: 16528.429688
Iteration 77Q: 28 clusters Score -4.219615e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 124416 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29826 members 
Mstep: Class 6 contains 78595 members 
Mstep: Class 7 contains 78 members 
Mstep: Class 8 contains 36514 members 
Mstep: Class 9 contains 77280 members 
Mstep: Class 10 contains 35776 members 
Mstep: Class 11 contains 5092 members 
Mstep: Class 12 contains 25991 members 
Mstep: Class 13 contains 53952 members 
Mstep: Class 14 contains 43520 members 
Mstep: Class 15 contains 39957 members 
Mstep: Class 16 contains 37279 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 17248 members 
Mstep: Class 25 contains 6622 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196548.000000 Penalty: 16528.429688
Iteration 78Q: 28 clusters Score -4.219655e+07 nChanged 5962
Entering ConstructFrom: 
Score: -42196548.000000 Penalty: 16528.429688
Entering ConstructFrom: 
Trying to split cluster 1 (47298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Entering Unmasked Estep 
Score: -3054389.500000 Penalty: 489.772156
	Iteration 0F: 2 clusters Score -3054390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3023231.250000 Penalty: 979.544312
	Iteration 0F: 3 clusters Score -3023231 nChanged 22896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3036602.250000 Penalty: 979.544312
	Iteration 1F: 3 clusters Score -3036602 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3037445.500000 Penalty: 979.544312
	Iteration 2F: 3 clusters Score -3037446 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3038770.500000 Penalty: 979.544312
	Iteration 3F: 3 clusters Score -3038770 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3040854.250000 Penalty: 979.544312
	Iteration 4F: 3 clusters Score -3040854 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3043499.250000 Penalty: 979.544312
	Iteration 5F: 3 clusters Score -3043499 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3045800.750000 Penalty: 979.544312
	Iteration 6F: 3 clusters Score -3045801 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3046820.000000 Penalty: 979.544312
	Iteration 7F: 3 clusters Score -3046820 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3047206.000000 Penalty: 979.544312
	Iteration 8F: 3 clusters Score -3047206 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3047507.000000 Penalty: 979.544312
	Iteration 9Q: 3 clusters Score -3047507 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3047904.750000 Penalty: 979.544312
	Iteration 10F: 3 clusters Score -3047905 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3048323.750000 Penalty: 979.544312
	Iteration 11F: 3 clusters Score -3048324 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3048672.500000 Penalty: 979.544312
	Iteration 12Q: 3 clusters Score -3048672 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3050450.750000 Penalty: 979.544312
	Iteration 13Q: 3 clusters Score -3050451 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3051968.000000 Penalty: 979.544312
	Iteration 14Q: 3 clusters Score -3051968 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3052809.500000 Penalty: 979.544312
	Iteration 15Q: 3 clusters Score -3052810 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3053342.500000 Penalty: 979.544312
	Iteration 16Q: 3 clusters Score -3053342 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3053614.250000 Penalty: 979.544312
	Iteration 17Q: 3 clusters Score -3053614 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3053778.000000 Penalty: 979.544312
	Iteration 18Q: 3 clusters Score -3053778 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3053864.250000 Penalty: 979.544312
	Iteration 19Q: 3 clusters Score -3053864 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3053928.000000 Penalty: 979.544312
	Iteration 20F: 3 clusters Score -3053928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3053989.000000 Penalty: 979.544312
	Iteration 21Q: 3 clusters Score -3053989 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3054033.750000 Penalty: 979.544312
	Iteration 22Q: 3 clusters Score -3054034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3054060.750000 Penalty: 979.544312
	Iteration 23Q: 3 clusters Score -3054061 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3054086.000000 Penalty: 979.544312
	Iteration 24Q: 3 clusters Score -3054086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3054106.750000 Penalty: 979.544312
	Iteration 25Q: 3 clusters Score -3054107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3054119.000000 Penalty: 979.544312
	Iteration 26Q: 3 clusters Score -3054119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3054126.750000 Penalty: 979.544312
	Iteration 27Q: 3 clusters Score -3054127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3054127.250000 Penalty: 979.544312
	Iteration 28Q: 3 clusters Score -3054127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3054133.000000 Penalty: 979.544312
	Iteration 29Q: 3 clusters Score -3054133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3054131.000000 Penalty: 979.544312
	Iteration 30Q: 3 clusters Score -3054131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3054131.500000 Penalty: 979.544312
	Iteration 31Q: 3 clusters Score -3054132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3054135.250000 Penalty: 979.544312
	Iteration 32Q: 3 clusters Score -3054135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3054140.250000 Penalty: 979.544312
	Iteration 33Q: 3 clusters Score -3054140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3054138.750000 Penalty: 979.544312
	Iteration 34Q: 3 clusters Score -3054139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3054142.250000 Penalty: 979.544312
	Iteration 35Q: 3 clusters Score -3054142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3054140.250000 Penalty: 979.544312
	Iteration 36Q: 3 clusters Score -3054140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3054138.250000 Penalty: 979.544312
	Iteration 37Q: 3 clusters Score -3054138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3054139.750000 Penalty: 979.544312
	Iteration 38Q: 3 clusters Score -3054140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3054141.250000 Penalty: 979.544312
	Iteration 39Q: 3 clusters Score -3054141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3054135.750000 Penalty: 979.544312
	Iteration 40F: 3 clusters Score -3054136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3054139.250000 Penalty: 979.544312
	Iteration 41Q: 3 clusters Score -3054139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3054137.750000 Penalty: 979.544312
	Iteration 42Q: 3 clusters Score -3054138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3054132.750000 Penalty: 979.544312
	Iteration 43Q: 3 clusters Score -3054133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3054130.250000 Penalty: 979.544312
	Iteration 44Q: 3 clusters Score -3054130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3054128.000000 Penalty: 979.544312
	Iteration 45Q: 3 clusters Score -3054128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3054132.500000 Penalty: 979.544312
	Iteration 46Q: 3 clusters Score -3054132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3054128.000000 Penalty: 979.544312
	Iteration 47Q: 3 clusters Score -3054128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3054128.250000 Penalty: 979.544312
	Iteration 48Q: 3 clusters Score -3054128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3054126.250000 Penalty: 979.544312
	Iteration 49Q: 3 clusters Score -3054126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3054126.500000 Penalty: 979.544312
	Iteration 50Q: 3 clusters Score -3054126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3054128.250000 Penalty: 979.544312
	Iteration 51Q: 3 clusters Score -3054128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3054131.000000 Penalty: 979.544312
	Iteration 52Q: 3 clusters Score -3054131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3054131.750000 Penalty: 979.544312
	Iteration 53Q: 3 clusters Score -3054132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3054131.500000 Penalty: 979.544312
	Iteration 54Q: 3 clusters Score -3054132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3054127.500000 Penalty: 979.544312
	Iteration 55Q: 3 clusters Score -3054128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3054126.500000 Penalty: 979.544312
	Iteration 56Q: 3 clusters Score -3054126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3054125.750000 Penalty: 979.544312
	Iteration 57Q: 3 clusters Score -3054126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3054132.500000 Penalty: 979.544312
	Iteration 58Q: 3 clusters Score -3054132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3054133.500000 Penalty: 979.544312
	Iteration 59Q: 3 clusters Score -3054134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3054130.500000 Penalty: 979.544312
	Iteration 60F: 3 clusters Score -3054130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3054132.250000 Penalty: 979.544312
	Iteration 61Q: 3 clusters Score -3054132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3054133.750000 Penalty: 979.544312
	Iteration 62Q: 3 clusters Score -3054134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3054130.500000 Penalty: 979.544312
	Iteration 63Q: 3 clusters Score -3054130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3054123.750000 Penalty: 979.544312
	Iteration 64Q: 3 clusters Score -3054124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3054125.000000 Penalty: 979.544312
	Iteration 65Q: 3 clusters Score -3054125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3054121.500000 Penalty: 979.544312
	Iteration 66Q: 3 clusters Score -3054122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3054120.750000 Penalty: 979.544312
	Iteration 67Q: 3 clusters Score -3054121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3054127.500000 Penalty: 979.544312
	Iteration 68Q: 3 clusters Score -3054128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3054129.000000 Penalty: 979.544312
	Iteration 69Q: 3 clusters Score -3054129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3054132.500000 Penalty: 979.544312
	Iteration 70Q: 3 clusters Score -3054132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3054135.000000 Penalty: 979.544312
	Iteration 71Q: 3 clusters Score -3054135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3054135.750000 Penalty: 979.544312
	Iteration 72Q: 3 clusters Score -3054136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3054137.250000 Penalty: 979.544312
	Iteration 73Q: 3 clusters Score -3054137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3054135.250000 Penalty: 979.544312
	Iteration 74Q: 3 clusters Score -3054135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3054135.000000 Penalty: 979.544312
	Iteration 75Q: 3 clusters Score -3054135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3054141.250000 Penalty: 979.544312
	Iteration 76Q: 3 clusters Score -3054141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3054137.250000 Penalty: 979.544312
	Iteration 77Q: 3 clusters Score -3054137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3054138.750000 Penalty: 979.544312
	Iteration 78Q: 3 clusters Score -3054139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3054140.250000 Penalty: 979.544312
	Iteration 79Q: 3 clusters Score -3054140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3054139.750000 Penalty: 979.544312
	Iteration 80F: 3 clusters Score -3054140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3054141.750000 Penalty: 979.544312
	Iteration 81Q: 3 clusters Score -3054142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3054140.250000 Penalty: 979.544312
	Iteration 82Q: 3 clusters Score -3054140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3054140.250000 Penalty: 979.544312
	Iteration 83F: 3 clusters Score -3054140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (123721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Entering Unmasked Estep 
Score: -7655978.500000 Penalty: 533.523193
	Iteration 0F: 2 clusters Score -7655978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -7582715.500000 Penalty: 1067.046387
	Iteration 0F: 3 clusters Score -7582716 nChanged 60375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -7621713.500000 Penalty: 1067.046387
	Iteration 1F: 3 clusters Score -7621714 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -7625841.000000 Penalty: 1067.046387
	Iteration 2F: 3 clusters Score -7625841 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -7632379.000000 Penalty: 1067.046387
	Iteration 3F: 3 clusters Score -7632379 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -7641473.000000 Penalty: 1067.046387
	Iteration 4F: 3 clusters Score -7641473 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -7650718.500000 Penalty: 1067.046387
	Iteration 5F: 3 clusters Score -7650718 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -7655909.000000 Penalty: 1067.046387
	Iteration 6F: 3 clusters Score -7655909 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -7657944.500000 Penalty: 1067.046387
	Iteration 7Q: 3 clusters Score -7657944 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -7659018.000000 Penalty: 1067.046387
	Iteration 8Q: 3 clusters Score -7659018 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -7659437.500000 Penalty: 1067.046387
	Iteration 9Q: 3 clusters Score -7659438 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -7659669.000000 Penalty: 1067.046387
	Iteration 10Q: 3 clusters Score -7659669 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -7659559.500000 Penalty: 1067.046387
	Iteration 11Q: 3 clusters Score -7659560 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -7659226.000000 Penalty: 1067.046387
	Iteration 12Q: 3 clusters Score -7659226 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -7659572.500000 Penalty: 1067.046387
	Iteration 13Q: 3 clusters Score -7659572 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -7659991.500000 Penalty: 1067.046387
	Iteration 14Q: 3 clusters Score -7659992 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -7660418.000000 Penalty: 1067.046387
	Iteration 15Q: 3 clusters Score -7660418 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -7660753.500000 Penalty: 1067.046387
	Iteration 16Q: 3 clusters Score -7660754 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -7660862.500000 Penalty: 1067.046387
	Iteration 17Q: 3 clusters Score -7660862 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -7660911.000000 Penalty: 1067.046387
	Iteration 18Q: 3 clusters Score -7660911 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -7660953.000000 Penalty: 1067.046387
	Iteration 19Q: 3 clusters Score -7660953 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -7660966.000000 Penalty: 1067.046387
	Iteration 20F: 3 clusters Score -7660966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -7660948.000000 Penalty: 1067.046387
	Iteration 21Q: 3 clusters Score -7660948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -7660947.500000 Penalty: 1067.046387
	Iteration 22Q: 3 clusters Score -7660948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -7660940.500000 Penalty: 1067.046387
	Iteration 23Q: 3 clusters Score -7660940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -7660946.500000 Penalty: 1067.046387
	Iteration 24Q: 3 clusters Score -7660946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -7660939.000000 Penalty: 1067.046387
	Iteration 25Q: 3 clusters Score -7660939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -7660931.500000 Penalty: 1067.046387
	Iteration 26Q: 3 clusters Score -7660932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -7660952.500000 Penalty: 1067.046387
	Iteration 27Q: 3 clusters Score -7660952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -7660951.500000 Penalty: 1067.046387
	Iteration 28Q: 3 clusters Score -7660952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -7660954.000000 Penalty: 1067.046387
	Iteration 29Q: 3 clusters Score -7660954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -7660957.000000 Penalty: 1067.046387
	Iteration 30Q: 3 clusters Score -7660957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -7660955.000000 Penalty: 1067.046387
	Iteration 31Q: 3 clusters Score -7660955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -7660955.000000 Penalty: 1067.046387
	Iteration 32Q: 3 clusters Score -7660955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -7660953.000000 Penalty: 1067.046387
	Iteration 33Q: 3 clusters Score -7660953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -7660955.500000 Penalty: 1067.046387
	Iteration 34Q: 3 clusters Score -7660956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -7660955.500000 Penalty: 1067.046387
	Iteration 35F: 3 clusters Score -7660956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 78 members 
Mstep: Class 8 contains 36263 members 
Mstep: Class 9 contains 76960 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 26402 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 73811 members 
Entering Unmasked Estep 
Score: -42201684.000000 Penalty: 17140.593750
Splitting cluster 2 changes total score from -42196548.000000 to -42201684.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (16179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Entering Unmasked Estep 
Score: -1056387.500000 Penalty: 440.961853
	Iteration 0F: 2 clusters Score -1056388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1045665.125000 Penalty: 881.923706
	Iteration 0F: 3 clusters Score -1045665 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1050346.625000 Penalty: 881.923706
	Iteration 1F: 3 clusters Score -1050347 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1050736.375000 Penalty: 881.923706
	Iteration 2F: 3 clusters Score -1050736 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1051170.375000 Penalty: 881.923706
	Iteration 3F: 3 clusters Score -1051170 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1051753.250000 Penalty: 881.923706
	Iteration 4F: 3 clusters Score -1051753 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1052522.500000 Penalty: 881.923706
	Iteration 5F: 3 clusters Score -1052522 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1053394.125000 Penalty: 881.923706
	Iteration 6F: 3 clusters Score -1053394 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1053929.875000 Penalty: 881.923706
	Iteration 7F: 3 clusters Score -1053930 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1054164.250000 Penalty: 881.923706
	Iteration 8Q: 3 clusters Score -1054164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1054290.375000 Penalty: 881.923706
	Iteration 9Q: 3 clusters Score -1054290 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1054394.625000 Penalty: 881.923706
	Iteration 10Q: 3 clusters Score -1054395 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1054496.625000 Penalty: 881.923706
	Iteration 11Q: 3 clusters Score -1054497 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1054588.250000 Penalty: 881.923706
	Iteration 12Q: 3 clusters Score -1054588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1054657.875000 Penalty: 881.923706
	Iteration 13Q: 3 clusters Score -1054658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1054721.375000 Penalty: 881.923706
	Iteration 14Q: 3 clusters Score -1054721 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1054776.500000 Penalty: 881.923706
	Iteration 15Q: 3 clusters Score -1054776 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1054829.000000 Penalty: 881.923706
	Iteration 16Q: 3 clusters Score -1054829 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1054880.250000 Penalty: 881.923706
	Iteration 17Q: 3 clusters Score -1054880 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1054939.125000 Penalty: 881.923706
	Iteration 18Q: 3 clusters Score -1054939 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1054995.500000 Penalty: 881.923706
	Iteration 19Q: 3 clusters Score -1054996 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1055053.750000 Penalty: 881.923706
	Iteration 20F: 3 clusters Score -1055054 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1055107.000000 Penalty: 881.923706
	Iteration 21Q: 3 clusters Score -1055107 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1055163.125000 Penalty: 881.923706
	Iteration 22Q: 3 clusters Score -1055163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1055220.375000 Penalty: 881.923706
	Iteration 23Q: 3 clusters Score -1055220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1055272.500000 Penalty: 881.923706
	Iteration 24Q: 3 clusters Score -1055272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1055326.875000 Penalty: 881.923706
	Iteration 25Q: 3 clusters Score -1055327 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1055372.500000 Penalty: 881.923706
	Iteration 26Q: 3 clusters Score -1055372 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1055415.250000 Penalty: 881.923706
	Iteration 27Q: 3 clusters Score -1055415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1055454.250000 Penalty: 881.923706
	Iteration 28Q: 3 clusters Score -1055454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1055479.875000 Penalty: 881.923706
	Iteration 29Q: 3 clusters Score -1055480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1055511.625000 Penalty: 881.923706
	Iteration 30Q: 3 clusters Score -1055512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1055537.000000 Penalty: 881.923706
	Iteration 31Q: 3 clusters Score -1055537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1055559.750000 Penalty: 881.923706
	Iteration 32Q: 3 clusters Score -1055560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1055581.500000 Penalty: 881.923706
	Iteration 33Q: 3 clusters Score -1055582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1055603.125000 Penalty: 881.923706
	Iteration 34Q: 3 clusters Score -1055603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1055622.500000 Penalty: 881.923706
	Iteration 35Q: 3 clusters Score -1055622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1055641.625000 Penalty: 881.923706
	Iteration 36Q: 3 clusters Score -1055642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1055656.500000 Penalty: 881.923706
	Iteration 37Q: 3 clusters Score -1055656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1055669.875000 Penalty: 881.923706
	Iteration 38Q: 3 clusters Score -1055670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1055681.375000 Penalty: 881.923706
	Iteration 39Q: 3 clusters Score -1055681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1055692.250000 Penalty: 881.923706
	Iteration 40F: 3 clusters Score -1055692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1055707.625000 Penalty: 881.923706
	Iteration 41Q: 3 clusters Score -1055708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1055722.875000 Penalty: 881.923706
	Iteration 42Q: 3 clusters Score -1055723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1055739.000000 Penalty: 881.923706
	Iteration 43Q: 3 clusters Score -1055739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1055749.625000 Penalty: 881.923706
	Iteration 44Q: 3 clusters Score -1055750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1055756.125000 Penalty: 881.923706
	Iteration 45Q: 3 clusters Score -1055756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1055760.750000 Penalty: 881.923706
	Iteration 46Q: 3 clusters Score -1055761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1055770.750000 Penalty: 881.923706
	Iteration 47Q: 3 clusters Score -1055771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1055773.000000 Penalty: 881.923706
	Iteration 48Q: 3 clusters Score -1055773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1055781.000000 Penalty: 881.923706
	Iteration 49Q: 3 clusters Score -1055781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1055783.750000 Penalty: 881.923706
	Iteration 50Q: 3 clusters Score -1055784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1055789.125000 Penalty: 881.923706
	Iteration 51Q: 3 clusters Score -1055789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1055791.000000 Penalty: 881.923706
	Iteration 52Q: 3 clusters Score -1055791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1055792.375000 Penalty: 881.923706
	Iteration 53Q: 3 clusters Score -1055792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1055796.375000 Penalty: 881.923706
	Iteration 54Q: 3 clusters Score -1055796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1055801.250000 Penalty: 881.923706
	Iteration 55Q: 3 clusters Score -1055801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1055804.250000 Penalty: 881.923706
	Iteration 56Q: 3 clusters Score -1055804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1055806.500000 Penalty: 881.923706
	Iteration 57Q: 3 clusters Score -1055806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1055810.250000 Penalty: 881.923706
	Iteration 58Q: 3 clusters Score -1055810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1055815.625000 Penalty: 881.923706
	Iteration 59Q: 3 clusters Score -1055816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1055816.625000 Penalty: 881.923706
	Iteration 60F: 3 clusters Score -1055817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1055818.500000 Penalty: 881.923706
	Iteration 61Q: 3 clusters Score -1055818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1055820.625000 Penalty: 881.923706
	Iteration 62Q: 3 clusters Score -1055821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1055822.375000 Penalty: 881.923706
	Iteration 63Q: 3 clusters Score -1055822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1055829.000000 Penalty: 881.923706
	Iteration 64Q: 3 clusters Score -1055829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1055830.250000 Penalty: 881.923706
	Iteration 65Q: 3 clusters Score -1055830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1055834.500000 Penalty: 881.923706
	Iteration 66Q: 3 clusters Score -1055834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1055838.375000 Penalty: 881.923706
	Iteration 67Q: 3 clusters Score -1055838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1055841.500000 Penalty: 881.923706
	Iteration 68Q: 3 clusters Score -1055842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1055843.500000 Penalty: 881.923706
	Iteration 69Q: 3 clusters Score -1055844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1055846.500000 Penalty: 881.923706
	Iteration 70Q: 3 clusters Score -1055846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1055849.375000 Penalty: 881.923706
	Iteration 71Q: 3 clusters Score -1055849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1055852.750000 Penalty: 881.923706
	Iteration 72Q: 3 clusters Score -1055853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1055856.250000 Penalty: 881.923706
	Iteration 73Q: 3 clusters Score -1055856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1055859.375000 Penalty: 881.923706
	Iteration 74Q: 3 clusters Score -1055859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1055864.000000 Penalty: 881.923706
	Iteration 75Q: 3 clusters Score -1055864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1055870.875000 Penalty: 881.923706
	Iteration 76Q: 3 clusters Score -1055871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1055874.375000 Penalty: 881.923706
	Iteration 77Q: 3 clusters Score -1055874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1055879.125000 Penalty: 881.923706
	Iteration 78Q: 3 clusters Score -1055879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1055884.375000 Penalty: 881.923706
	Iteration 79Q: 3 clusters Score -1055884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1055889.875000 Penalty: 881.923706
	Iteration 80F: 3 clusters Score -1055890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1055896.125000 Penalty: 881.923706
	Iteration 81Q: 3 clusters Score -1055896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1055901.500000 Penalty: 881.923706
	Iteration 82Q: 3 clusters Score -1055902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1055909.375000 Penalty: 881.923706
	Iteration 83Q: 3 clusters Score -1055909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1055916.375000 Penalty: 881.923706
	Iteration 84Q: 3 clusters Score -1055916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1055926.250000 Penalty: 881.923706
	Iteration 85Q: 3 clusters Score -1055926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1055936.375000 Penalty: 881.923706
	Iteration 86Q: 3 clusters Score -1055936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1055946.000000 Penalty: 881.923706
	Iteration 87Q: 3 clusters Score -1055946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1055950.750000 Penalty: 881.923706
	Iteration 88Q: 3 clusters Score -1055951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1055958.500000 Penalty: 881.923706
	Iteration 89Q: 3 clusters Score -1055958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1055964.375000 Penalty: 881.923706
	Iteration 90Q: 3 clusters Score -1055964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1055969.875000 Penalty: 881.923706
	Iteration 91Q: 3 clusters Score -1055970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1055973.500000 Penalty: 881.923706
	Iteration 92Q: 3 clusters Score -1055974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1055976.125000 Penalty: 881.923706
	Iteration 93Q: 3 clusters Score -1055976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1055981.375000 Penalty: 881.923706
	Iteration 94Q: 3 clusters Score -1055981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1055986.875000 Penalty: 881.923706
	Iteration 95Q: 3 clusters Score -1055987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1055987.250000 Penalty: 881.923706
	Iteration 96Q: 3 clusters Score -1055987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1055988.000000 Penalty: 881.923706
	Iteration 97Q: 3 clusters Score -1055988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1055990.000000 Penalty: 881.923706
	Iteration 98Q: 3 clusters Score -1055990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1055989.500000 Penalty: 881.923706
	Iteration 99Q: 3 clusters Score -1055990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1055992.000000 Penalty: 881.923706
	Iteration 100F: 3 clusters Score -1055992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1055993.000000 Penalty: 881.923706
	Iteration 101Q: 3 clusters Score -1055993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1055996.375000 Penalty: 881.923706
	Iteration 102Q: 3 clusters Score -1055996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1055998.500000 Penalty: 881.923706
	Iteration 103Q: 3 clusters Score -1055998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1056002.250000 Penalty: 881.923706
	Iteration 104Q: 3 clusters Score -1056002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1056002.625000 Penalty: 881.923706
	Iteration 105Q: 3 clusters Score -1056003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1056002.375000 Penalty: 881.923706
	Iteration 106Q: 3 clusters Score -1056002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1056002.375000 Penalty: 881.923706
	Iteration 107F: 3 clusters Score -1056002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5030.395996 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5030.396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4841.114258 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4841.114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4931.620605 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4931.621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4972.261719 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4972.262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4980.816406 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4980.816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4982.342773 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4982.343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4988.765137 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4988.765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4991.185059 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4991.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4991.627441 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -4991.627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4994.424316 Penalty: 440.101654
	Iteration 8Q: 3 clusters Score -4994.424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4994.846191 Penalty: 440.101654
	Iteration 9Q: 3 clusters Score -4994.846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4994.846191 Penalty: 440.101654
	Iteration 10F: 3 clusters Score -4994.846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Entering Unmasked Estep 
Score: -1942523.625000 Penalty: 468.691895
	Iteration 0F: 2 clusters Score -1942524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1922690.750000 Penalty: 937.383789
	Iteration 0F: 3 clusters Score -1922691 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1931372.125000 Penalty: 937.383789
	Iteration 1F: 3 clusters Score -1931372 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1931968.625000 Penalty: 937.383789
	Iteration 2Q: 3 clusters Score -1931969 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1932692.625000 Penalty: 937.383789
	Iteration 3F: 3 clusters Score -1932693 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1933471.500000 Penalty: 937.383789
	Iteration 4F: 3 clusters Score -1933472 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1934195.250000 Penalty: 937.383789
	Iteration 5F: 3 clusters Score -1934195 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1934818.250000 Penalty: 937.383789
	Iteration 6Q: 3 clusters Score -1934818 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1935352.500000 Penalty: 937.383789
	Iteration 7Q: 3 clusters Score -1935352 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1935810.000000 Penalty: 937.383789
	Iteration 8Q: 3 clusters Score -1935810 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1936213.000000 Penalty: 937.383789
	Iteration 9Q: 3 clusters Score -1936213 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1936645.500000 Penalty: 937.383789
	Iteration 10Q: 3 clusters Score -1936646 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -1937115.375000 Penalty: 937.383789
	Iteration 11Q: 3 clusters Score -1937115 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1937600.000000 Penalty: 937.383789
	Iteration 12Q: 3 clusters Score -1937600 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -1938079.375000 Penalty: 937.383789
	Iteration 13Q: 3 clusters Score -1938079 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -1938574.875000 Penalty: 937.383789
	Iteration 14Q: 3 clusters Score -1938575 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -1939090.875000 Penalty: 937.383789
	Iteration 15Q: 3 clusters Score -1939091 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -1939598.750000 Penalty: 937.383789
	Iteration 16Q: 3 clusters Score -1939599 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -1940122.750000 Penalty: 937.383789
	Iteration 17Q: 3 clusters Score -1940123 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -1940605.375000 Penalty: 937.383789
	Iteration 18Q: 3 clusters Score -1940605 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -1940995.750000 Penalty: 937.383789
	Iteration 19Q: 3 clusters Score -1940996 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -1941304.750000 Penalty: 937.383789
	Iteration 20F: 3 clusters Score -1941305 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -1941542.125000 Penalty: 937.383789
	Iteration 21Q: 3 clusters Score -1941542 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -1941687.500000 Penalty: 937.383789
	Iteration 22Q: 3 clusters Score -1941688 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -1941811.250000 Penalty: 937.383789
	Iteration 23Q: 3 clusters Score -1941811 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -1941903.750000 Penalty: 937.383789
	Iteration 24Q: 3 clusters Score -1941904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -1941967.500000 Penalty: 937.383789
	Iteration 25Q: 3 clusters Score -1941968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1942021.125000 Penalty: 937.383789
	Iteration 26Q: 3 clusters Score -1942021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -1942053.625000 Penalty: 937.383789
	Iteration 27Q: 3 clusters Score -1942054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -1942075.000000 Penalty: 937.383789
	Iteration 28Q: 3 clusters Score -1942075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -1942094.000000 Penalty: 937.383789
	Iteration 29Q: 3 clusters Score -1942094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -1942100.625000 Penalty: 937.383789
	Iteration 30Q: 3 clusters Score -1942101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -1942106.125000 Penalty: 937.383789
	Iteration 31Q: 3 clusters Score -1942106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -1942115.625000 Penalty: 937.383789
	Iteration 32Q: 3 clusters Score -1942116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1942122.500000 Penalty: 937.383789
	Iteration 33Q: 3 clusters Score -1942122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -1942129.500000 Penalty: 937.383789
	Iteration 34Q: 3 clusters Score -1942130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -1942133.750000 Penalty: 937.383789
	Iteration 35Q: 3 clusters Score -1942134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -1942138.750000 Penalty: 937.383789
	Iteration 36Q: 3 clusters Score -1942139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -1942137.000000 Penalty: 937.383789
	Iteration 37Q: 3 clusters Score -1942137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1942137.000000 Penalty: 937.383789
	Iteration 38Q: 3 clusters Score -1942137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1942137.000000 Penalty: 937.383789
	Iteration 39F: 3 clusters Score -1942137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Entering Unmasked Estep 
Score: -5002364.000000 Penalty: 512.830811
	Iteration 0F: 2 clusters Score -5002364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -4950450.500000 Penalty: 1025.661621
	Iteration 0F: 3 clusters Score -4950450 nChanged 38374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -4975149.500000 Penalty: 1025.661621
	Iteration 1F: 3 clusters Score -4975150 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -4978133.000000 Penalty: 1025.661621
	Iteration 2F: 3 clusters Score -4978133 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -4982730.000000 Penalty: 1025.661621
	Iteration 3F: 3 clusters Score -4982730 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -4988219.500000 Penalty: 1025.661621
	Iteration 4F: 3 clusters Score -4988220 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -4993579.000000 Penalty: 1025.661621
	Iteration 5F: 3 clusters Score -4993579 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -4996801.500000 Penalty: 1025.661621
	Iteration 6F: 3 clusters Score -4996802 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -4997874.000000 Penalty: 1025.661621
	Iteration 7Q: 3 clusters Score -4997874 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -4998420.000000 Penalty: 1025.661621
	Iteration 8Q: 3 clusters Score -4998420 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -4998712.000000 Penalty: 1025.661621
	Iteration 9Q: 3 clusters Score -4998712 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -4998959.500000 Penalty: 1025.661621
	Iteration 10Q: 3 clusters Score -4998960 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -4999220.000000 Penalty: 1025.661621
	Iteration 11Q: 3 clusters Score -4999220 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -4999380.000000 Penalty: 1025.661621
	Iteration 12Q: 3 clusters Score -4999380 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -4999524.000000 Penalty: 1025.661621
	Iteration 13Q: 3 clusters Score -4999524 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -4999595.000000 Penalty: 1025.661621
	Iteration 14Q: 3 clusters Score -4999595 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -4999647.500000 Penalty: 1025.661621
	Iteration 15Q: 3 clusters Score -4999648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -4999692.000000 Penalty: 1025.661621
	Iteration 16Q: 3 clusters Score -4999692 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -4999758.500000 Penalty: 1025.661621
	Iteration 17Q: 3 clusters Score -4999758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -4999802.500000 Penalty: 1025.661621
	Iteration 18Q: 3 clusters Score -4999802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -4999850.500000 Penalty: 1025.661621
	Iteration 19Q: 3 clusters Score -4999850 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -4999885.000000 Penalty: 1025.661621
	Iteration 20F: 3 clusters Score -4999885 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -4999912.000000 Penalty: 1025.661621
	Iteration 21Q: 3 clusters Score -4999912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -4999965.500000 Penalty: 1025.661621
	Iteration 22Q: 3 clusters Score -4999966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -4999985.000000 Penalty: 1025.661621
	Iteration 23Q: 3 clusters Score -4999985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -5000007.000000 Penalty: 1025.661621
	Iteration 24Q: 3 clusters Score -5000007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -5000012.000000 Penalty: 1025.661621
	Iteration 25Q: 3 clusters Score -5000012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -5000022.500000 Penalty: 1025.661621
	Iteration 26Q: 3 clusters Score -5000022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -5000040.000000 Penalty: 1025.661621
	Iteration 27Q: 3 clusters Score -5000040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -5000055.500000 Penalty: 1025.661621
	Iteration 28Q: 3 clusters Score -5000056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -5000063.500000 Penalty: 1025.661621
	Iteration 29Q: 3 clusters Score -5000064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -5000072.000000 Penalty: 1025.661621
	Iteration 30Q: 3 clusters Score -5000072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -5000059.000000 Penalty: 1025.661621
	Iteration 31Q: 3 clusters Score -5000059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -5000058.000000 Penalty: 1025.661621
	Iteration 32Q: 3 clusters Score -5000058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -5000058.000000 Penalty: 1025.661621
	Iteration 33Q: 3 clusters Score -5000058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -5000054.500000 Penalty: 1025.661621
	Iteration 34Q: 3 clusters Score -5000054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -5000058.500000 Penalty: 1025.661621
	Iteration 35Q: 3 clusters Score -5000058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -5000070.500000 Penalty: 1025.661621
	Iteration 36Q: 3 clusters Score -5000070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -5000066.500000 Penalty: 1025.661621
	Iteration 37Q: 3 clusters Score -5000066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -5000064.500000 Penalty: 1025.661621
	Iteration 38Q: 3 clusters Score -5000064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -5000069.500000 Penalty: 1025.661621
	Iteration 39Q: 3 clusters Score -5000070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -5000069.500000 Penalty: 1025.661621
	Iteration 40F: 3 clusters Score -5000070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -2637.673584 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -2637.674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2541.008545 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -2541.009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2621.597412 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -2621.597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2651.528564 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -2651.529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 36263 members 
Mstep: Class 9 contains 76960 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 26402 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 73811 members 
Mstep: Class 29 contains 60 members 
Entering Unmasked Estep 
Score: -42201272.000000 Penalty: 17752.757812
Splitting cluster 7 changes total score from -42196548.000000 to -42201272.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 8 (36263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Entering Unmasked Estep 
Score: -2338638.750000 Penalty: 477.684174
	Iteration 0F: 2 clusters Score -2338639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2314300.250000 Penalty: 955.368347
	Iteration 0F: 3 clusters Score -2314300 nChanged 17526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2324323.000000 Penalty: 955.368347
	Iteration 1F: 3 clusters Score -2324323 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2324892.250000 Penalty: 955.368347
	Iteration 2Q: 3 clusters Score -2324892 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2325753.500000 Penalty: 955.368347
	Iteration 3F: 3 clusters Score -2325754 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2327015.000000 Penalty: 955.368347
	Iteration 4F: 3 clusters Score -2327015 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2328636.250000 Penalty: 955.368347
	Iteration 5F: 3 clusters Score -2328636 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2330380.500000 Penalty: 955.368347
	Iteration 6F: 3 clusters Score -2330380 nChanged 1997
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2331454 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2331867 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2332030 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2332159 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2332287 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2332411 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2332552 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2332686 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2332837.750000 Penalty: 955.368347
	Iteration 15Q: 3 clusters Score -2332838 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2333029 nChanged 653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2333210 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2333435 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2333661 nChanged 698
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2333929 nChanged 735
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Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2334244 nChanged 750
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2334576 nChanged 737
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Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2334939.500000 Penalty: 955.368347
	Iteration 23Q: 3 clusters Score -2334940 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2335346 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2335732.500000 Penalty: 955.368347
	Iteration 25Q: 3 clusters Score -2335732 nChanged 655
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Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2336122 nChanged 634
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Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2336472 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2336770 nChanged 534
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Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2337028 nChanged 407
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2337203 nChanged 358
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Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2337326 nChanged 275
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Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2337417 nChanged 215
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2337481 nChanged 180
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2337510 nChanged 160
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Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2337545 nChanged 163
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Mstep: Class 1 contains 4032 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2337582 nChanged 150
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Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2337618 nChanged 149
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Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2337651 nChanged 132
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Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2337674 nChanged 143
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2337718 nChanged 148
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Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 32937 members 
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	Iteration 41Q: 3 clusters Score -2337745 nChanged 116
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Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2337770 nChanged 113
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Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2337789 nChanged 99
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 33263 members 
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	Iteration 44Q: 3 clusters Score -2337800 nChanged 87
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Mstep: Class 1 contains 2913 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2337819 nChanged 83
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Mstep: Class 1 contains 2830 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2337826 nChanged 89
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 33522 members 
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	Iteration 47Q: 3 clusters Score -2337849 nChanged 92
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 33614 members 
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	Iteration 48Q: 3 clusters Score -2337868 nChanged 82
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Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 33696 members 
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	Iteration 49Q: 3 clusters Score -2337876 nChanged 77
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Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2337878 nChanged 72
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Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 33845 members 
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	Iteration 51Q: 3 clusters Score -2337896 nChanged 68
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Mstep: Class 1 contains 2350 members 
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	Iteration 52Q: 3 clusters Score -2337903 nChanged 62
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Mstep: Class 1 contains 2288 members 
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	Iteration 53Q: 3 clusters Score -2337919 nChanged 54
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Mstep: Class 1 contains 2234 members 
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	Iteration 54Q: 3 clusters Score -2337923 nChanged 64
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Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 34093 members 
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	Iteration 55Q: 3 clusters Score -2337930 nChanged 65
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Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2337946 nChanged 70
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Mstep: Class 1 contains 2035 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2337958 nChanged 75
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Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2337973 nChanged 65
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2337981 nChanged 51
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Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2337986 nChanged 52
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2337996 nChanged 46
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Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 34517 members 
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	Iteration 62Q: 3 clusters Score -2338004 nChanged 47
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Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 34564 members 
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	Iteration 63Q: 3 clusters Score -2338008 nChanged 44
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Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34608 members 
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	Iteration 64Q: 3 clusters Score -2338018 nChanged 45
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Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2338024 nChanged 47
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Mstep: Class 1 contains 1565 members 
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	Iteration 66Q: 3 clusters Score -2338024 nChanged 38
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Mstep: Class 1 contains 1531 members 
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	Iteration 67Q: 3 clusters Score -2338030 nChanged 29
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Mstep: Class 1 contains 1502 members 
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	Iteration 68Q: 3 clusters Score -2338034 nChanged 38
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Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 34799 members 
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	Iteration 69Q: 3 clusters Score -2338056 nChanged 48
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Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2338066 nChanged 55
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34900 members 
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	Iteration 71Q: 3 clusters Score -2338084 nChanged 56
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Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2338096 nChanged 54
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Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2338114 nChanged 39
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Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2338118 nChanged 42
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2338120 nChanged 47
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Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2338126 nChanged 49
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2338150 nChanged 48
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Mstep: Class 1 contains 1030 members 
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Entering Unmasked Estep 
Score: -2338167.250000 Penalty: 955.368347
	Iteration 78Q: 3 clusters Score -2338167 nChanged 54
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Mstep: Class 1 contains 976 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2338185 nChanged 65
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Mstep: Class 1 contains 913 members 
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	Iteration 80F: 3 clusters Score -2338214 nChanged 61
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Mstep: Class 1 contains 860 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2338234 nChanged 62
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Mstep: Class 1 contains 804 members 
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	Iteration 82Q: 3 clusters Score -2338258 nChanged 47
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Mstep: Class 1 contains 759 members 
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	Iteration 83Q: 3 clusters Score -2338276 nChanged 40
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Mstep: Class 1 contains 721 members 
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	Iteration 84Q: 3 clusters Score -2338293 nChanged 27
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Mstep: Class 1 contains 696 members 
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	Iteration 85Q: 3 clusters Score -2338305 nChanged 26
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	Iteration 86Q: 3 clusters Score -2338313 nChanged 25
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	Iteration 87Q: 3 clusters Score -2338322 nChanged 29
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Mstep: Class 1 contains 634 members 
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	Iteration 88Q: 3 clusters Score -2338324 nChanged 26
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Mstep: Class 1 contains 616 members 
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	Iteration 89Q: 3 clusters Score -2338330 nChanged 20
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Mstep: Class 1 contains 604 members 
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	Iteration 90Q: 3 clusters Score -2338338 nChanged 14
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Mstep: Class 1 contains 598 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2338342 nChanged 14
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Mstep: Class 1 contains 588 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2338345 nChanged 14
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Mstep: Class 1 contains 580 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2338350 nChanged 20
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Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2338353 nChanged 18
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	Iteration 95Q: 3 clusters Score -2338358 nChanged 15
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2338364 nChanged 16
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Entering Unmasked Estep 
Score: -2338371.250000 Penalty: 955.368347
	Iteration 97Q: 3 clusters Score -2338371 nChanged 25
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2338386 nChanged 29
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Entering Unmasked Estep 
Score: -2338394.500000 Penalty: 955.368347
	Iteration 99Q: 3 clusters Score -2338394 nChanged 28
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Entering Unmasked Estep 
Score: -2338409.250000 Penalty: 955.368347
	Iteration 100F: 3 clusters Score -2338409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -2338422.750000 Penalty: 955.368347
	Iteration 101Q: 3 clusters Score -2338423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -2338427.250000 Penalty: 955.368347
	Iteration 102Q: 3 clusters Score -2338427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -2338433.750000 Penalty: 955.368347
	Iteration 103Q: 3 clusters Score -2338434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -2338442.750000 Penalty: 955.368347
	Iteration 104Q: 3 clusters Score -2338443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -2338452.250000 Penalty: 955.368347
	Iteration 105Q: 3 clusters Score -2338452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -2338457.250000 Penalty: 955.368347
	Iteration 106Q: 3 clusters Score -2338457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -2338465.000000 Penalty: 955.368347
	Iteration 107Q: 3 clusters Score -2338465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -2338474.250000 Penalty: 955.368347
	Iteration 108Q: 3 clusters Score -2338474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -2338483.250000 Penalty: 955.368347
	Iteration 109Q: 3 clusters Score -2338483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -2338489.250000 Penalty: 955.368347
	Iteration 110Q: 3 clusters Score -2338489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -2338503.500000 Penalty: 955.368347
	Iteration 111Q: 3 clusters Score -2338504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2338513.500000 Penalty: 955.368347
	Iteration 112Q: 3 clusters Score -2338514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -2338523.000000 Penalty: 955.368347
	Iteration 113Q: 3 clusters Score -2338523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -2338532.500000 Penalty: 955.368347
	Iteration 114Q: 3 clusters Score -2338532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -2338550.250000 Penalty: 955.368347
	Iteration 115Q: 3 clusters Score -2338550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -2338565.750000 Penalty: 955.368347
	Iteration 116Q: 3 clusters Score -2338566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -2338594.250000 Penalty: 955.368347
	Iteration 117Q: 3 clusters Score -2338594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -2338606.250000 Penalty: 955.368347
	Iteration 118Q: 3 clusters Score -2338606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -2338618.500000 Penalty: 955.368347
	Iteration 119Q: 3 clusters Score -2338618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -2338623.750000 Penalty: 955.368347
	Iteration 120F: 3 clusters Score -2338624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -2338627.250000 Penalty: 955.368347
	Iteration 121Q: 3 clusters Score -2338627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -2338632.500000 Penalty: 955.368347
	Iteration 122Q: 3 clusters Score -2338632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -2338636.750000 Penalty: 955.368347
	Iteration 123Q: 3 clusters Score -2338637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -2338640.000000 Penalty: 955.368347
	Iteration 124Q: 3 clusters Score -2338640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -2338642.750000 Penalty: 955.368347
	Iteration 125Q: 3 clusters Score -2338643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -2338646.000000 Penalty: 955.368347
	Iteration 126Q: 3 clusters Score -2338646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -2338645.250000 Penalty: 955.368347
	Iteration 127Q: 3 clusters Score -2338645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -2338647.000000 Penalty: 955.368347
	Iteration 128Q: 3 clusters Score -2338647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2338646.000000 Penalty: 955.368347
	Iteration 129Q: 3 clusters Score -2338646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2338646.000000 Penalty: 955.368347
	Iteration 130F: 3 clusters Score -2338646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 76960 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 26402 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 73811 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 35777 members 
Entering Unmasked Estep 
Score: -42201116.000000 Penalty: 18364.921875
Splitting cluster 8 changes total score from -42196548.000000 to -42201116.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (76960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Entering Unmasked Estep 
Score: -4764550.500000 Penalty: 511.922394
	Iteration 0F: 2 clusters Score -4764550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -4713053.500000 Penalty: 1023.844788
	Iteration 0F: 3 clusters Score -4713054 nChanged 37325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -4737725.000000 Penalty: 1023.844788
	Iteration 1F: 3 clusters Score -4737725 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -4740588.500000 Penalty: 1023.844788
	Iteration 2F: 3 clusters Score -4740588 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -4744429.500000 Penalty: 1023.844788
	Iteration 3F: 3 clusters Score -4744430 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -4748965.500000 Penalty: 1023.844788
	Iteration 4F: 3 clusters Score -4748966 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -4753348.000000 Penalty: 1023.844788
	Iteration 5F: 3 clusters Score -4753348 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -4755876.500000 Penalty: 1023.844788
	Iteration 6F: 3 clusters Score -4755876 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -4757088.000000 Penalty: 1023.844788
	Iteration 7Q: 3 clusters Score -4757088 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -4757809.500000 Penalty: 1023.844788
	Iteration 8Q: 3 clusters Score -4757810 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -4758455.500000 Penalty: 1023.844788
	Iteration 9Q: 3 clusters Score -4758456 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -4759044.500000 Penalty: 1023.844788
	Iteration 10Q: 3 clusters Score -4759044 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -4759616.500000 Penalty: 1023.844788
	Iteration 11Q: 3 clusters Score -4759616 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -4760255.500000 Penalty: 1023.844788
	Iteration 12Q: 3 clusters Score -4760256 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -4760802.500000 Penalty: 1023.844788
	Iteration 13Q: 3 clusters Score -4760802 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -4761251.000000 Penalty: 1023.844788
	Iteration 14Q: 3 clusters Score -4761251 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -4761683.500000 Penalty: 1023.844788
	Iteration 15Q: 3 clusters Score -4761684 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -4761961.500000 Penalty: 1023.844788
	Iteration 16Q: 3 clusters Score -4761962 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -4762215.500000 Penalty: 1023.844788
	Iteration 17Q: 3 clusters Score -4762216 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -4762411.500000 Penalty: 1023.844788
	Iteration 18Q: 3 clusters Score -4762412 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -4762549.500000 Penalty: 1023.844788
	Iteration 19Q: 3 clusters Score -4762550 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -4762620.500000 Penalty: 1023.844788
	Iteration 20F: 3 clusters Score -4762620 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -4762715.500000 Penalty: 1023.844788
	Iteration 21Q: 3 clusters Score -4762716 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -4762784.500000 Penalty: 1023.844788
	Iteration 22Q: 3 clusters Score -4762784 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -4762866.500000 Penalty: 1023.844788
	Iteration 23Q: 3 clusters Score -4762866 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -4762927.000000 Penalty: 1023.844788
	Iteration 24Q: 3 clusters Score -4762927 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -4762980.000000 Penalty: 1023.844788
	Iteration 25Q: 3 clusters Score -4762980 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -4763059.500000 Penalty: 1023.844788
	Iteration 26Q: 3 clusters Score -4763060 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -4763121.000000 Penalty: 1023.844788
	Iteration 27Q: 3 clusters Score -4763121 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -4763198.000000 Penalty: 1023.844788
	Iteration 28Q: 3 clusters Score -4763198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -4763267.500000 Penalty: 1023.844788
	Iteration 29Q: 3 clusters Score -4763268 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -4763287.000000 Penalty: 1023.844788
	Iteration 30Q: 3 clusters Score -4763287 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -4763334.000000 Penalty: 1023.844788
	Iteration 31Q: 3 clusters Score -4763334 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -4763364.500000 Penalty: 1023.844788
	Iteration 32Q: 3 clusters Score -4763364 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -4763429.500000 Penalty: 1023.844788
	Iteration 33Q: 3 clusters Score -4763430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -4763479.000000 Penalty: 1023.844788
	Iteration 34Q: 3 clusters Score -4763479 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -4763536.500000 Penalty: 1023.844788
	Iteration 35Q: 3 clusters Score -4763536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -4763573.500000 Penalty: 1023.844788
	Iteration 36Q: 3 clusters Score -4763574 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -4763610.000000 Penalty: 1023.844788
	Iteration 37Q: 3 clusters Score -4763610 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -4763646.000000 Penalty: 1023.844788
	Iteration 38Q: 3 clusters Score -4763646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -4763711.500000 Penalty: 1023.844788
	Iteration 39Q: 3 clusters Score -4763712 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -4763768.000000 Penalty: 1023.844788
	Iteration 40F: 3 clusters Score -4763768 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -4763787.000000 Penalty: 1023.844788
	Iteration 41Q: 3 clusters Score -4763787 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -4763831.500000 Penalty: 1023.844788
	Iteration 42Q: 3 clusters Score -4763832 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -4763873.000000 Penalty: 1023.844788
	Iteration 43Q: 3 clusters Score -4763873 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -4763906.500000 Penalty: 1023.844788
	Iteration 44Q: 3 clusters Score -4763906 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -4763965.500000 Penalty: 1023.844788
	Iteration 45Q: 3 clusters Score -4763966 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -4764020.500000 Penalty: 1023.844788
	Iteration 46Q: 3 clusters Score -4764020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -4764068.500000 Penalty: 1023.844788
	Iteration 47Q: 3 clusters Score -4764068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -4764085.500000 Penalty: 1023.844788
	Iteration 48Q: 3 clusters Score -4764086 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -4764106.500000 Penalty: 1023.844788
	Iteration 49Q: 3 clusters Score -4764106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -4764161.000000 Penalty: 1023.844788
	Iteration 50Q: 3 clusters Score -4764161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -4764188.000000 Penalty: 1023.844788
	Iteration 51Q: 3 clusters Score -4764188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -4764200.000000 Penalty: 1023.844788
	Iteration 52Q: 3 clusters Score -4764200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -4764232.500000 Penalty: 1023.844788
	Iteration 53Q: 3 clusters Score -4764232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -4764249.000000 Penalty: 1023.844788
	Iteration 54Q: 3 clusters Score -4764249 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -4764294.500000 Penalty: 1023.844788
	Iteration 55Q: 3 clusters Score -4764294 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -4764310.000000 Penalty: 1023.844788
	Iteration 56Q: 3 clusters Score -4764310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -4764354.500000 Penalty: 1023.844788
	Iteration 57Q: 3 clusters Score -4764354 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -4764386.500000 Penalty: 1023.844788
	Iteration 58Q: 3 clusters Score -4764386 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -4764395.500000 Penalty: 1023.844788
	Iteration 59Q: 3 clusters Score -4764396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -4764412.500000 Penalty: 1023.844788
	Iteration 60F: 3 clusters Score -4764412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -4764428.000000 Penalty: 1023.844788
	Iteration 61Q: 3 clusters Score -4764428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -4764436.500000 Penalty: 1023.844788
	Iteration 62Q: 3 clusters Score -4764436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -4764460.000000 Penalty: 1023.844788
	Iteration 63Q: 3 clusters Score -4764460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -4764472.500000 Penalty: 1023.844788
	Iteration 64Q: 3 clusters Score -4764472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -4764493.000000 Penalty: 1023.844788
	Iteration 65Q: 3 clusters Score -4764493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -4764515.000000 Penalty: 1023.844788
	Iteration 66Q: 3 clusters Score -4764515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -4764524.500000 Penalty: 1023.844788
	Iteration 67Q: 3 clusters Score -4764524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -4764523.500000 Penalty: 1023.844788
	Iteration 68Q: 3 clusters Score -4764524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -4764546.500000 Penalty: 1023.844788
	Iteration 69Q: 3 clusters Score -4764546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -4764571.000000 Penalty: 1023.844788
	Iteration 70Q: 3 clusters Score -4764571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -4764581.000000 Penalty: 1023.844788
	Iteration 71Q: 3 clusters Score -4764581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -4764596.500000 Penalty: 1023.844788
	Iteration 72Q: 3 clusters Score -4764596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -4764599.500000 Penalty: 1023.844788
	Iteration 73Q: 3 clusters Score -4764600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -4764608.500000 Penalty: 1023.844788
	Iteration 74Q: 3 clusters Score -4764608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -4764620.500000 Penalty: 1023.844788
	Iteration 75Q: 3 clusters Score -4764620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -4764629.500000 Penalty: 1023.844788
	Iteration 76Q: 3 clusters Score -4764630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -4764635.500000 Penalty: 1023.844788
	Iteration 77Q: 3 clusters Score -4764636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -4764642.000000 Penalty: 1023.844788
	Iteration 78Q: 3 clusters Score -4764642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -4764645.000000 Penalty: 1023.844788
	Iteration 79Q: 3 clusters Score -4764645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -4764644.500000 Penalty: 1023.844788
	Iteration 80F: 3 clusters Score -4764644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -4764647.500000 Penalty: 1023.844788
	Iteration 81Q: 3 clusters Score -4764648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -4764650.500000 Penalty: 1023.844788
	Iteration 82Q: 3 clusters Score -4764650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -4764655.000000 Penalty: 1023.844788
	Iteration 83Q: 3 clusters Score -4764655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -4764653.000000 Penalty: 1023.844788
	Iteration 84Q: 3 clusters Score -4764653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -4764666.000000 Penalty: 1023.844788
	Iteration 85Q: 3 clusters Score -4764666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -4764660.500000 Penalty: 1023.844788
	Iteration 86Q: 3 clusters Score -4764660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -4764658.000000 Penalty: 1023.844788
	Iteration 87Q: 3 clusters Score -4764658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -4764661.500000 Penalty: 1023.844788
	Iteration 88Q: 3 clusters Score -4764662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -4764671.500000 Penalty: 1023.844788
	Iteration 89Q: 3 clusters Score -4764672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -4764672.000000 Penalty: 1023.844788
	Iteration 90Q: 3 clusters Score -4764672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -4764670.000000 Penalty: 1023.844788
	Iteration 91Q: 3 clusters Score -4764670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -4764670.500000 Penalty: 1023.844788
	Iteration 92Q: 3 clusters Score -4764670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -4764669.000000 Penalty: 1023.844788
	Iteration 93Q: 3 clusters Score -4764669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -4764667.500000 Penalty: 1023.844788
	Iteration 94Q: 3 clusters Score -4764668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -4764670.000000 Penalty: 1023.844788
	Iteration 95Q: 3 clusters Score -4764670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -4764672.500000 Penalty: 1023.844788
	Iteration 96Q: 3 clusters Score -4764672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -4764673.000000 Penalty: 1023.844788
	Iteration 97Q: 3 clusters Score -4764673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -4764672.500000 Penalty: 1023.844788
	Iteration 98Q: 3 clusters Score -4764672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -4764669.000000 Penalty: 1023.844788
	Iteration 99Q: 3 clusters Score -4764669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -4764668.000000 Penalty: 1023.844788
	Iteration 100F: 3 clusters Score -4764668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -4764670.500000 Penalty: 1023.844788
	Iteration 101Q: 3 clusters Score -4764670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -4764673.000000 Penalty: 1023.844788
	Iteration 102Q: 3 clusters Score -4764673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -4764673.000000 Penalty: 1023.844788
	Iteration 103F: 3 clusters Score -4764673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 26402 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 73811 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 35777 members 
Mstep: Class 31 contains 72670 members 
Entering Unmasked Estep 
Score: -42201220.000000 Penalty: 18977.085938
Splitting cluster 9 changes total score from -42196548.000000 to -42201220.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (35410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Entering Unmasked Estep 
Score: -2304444.500000 Penalty: 476.601105
	Iteration 0F: 2 clusters Score -2304444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2280730.750000 Penalty: 953.202209
	Iteration 0F: 3 clusters Score -2280731 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2290399.500000 Penalty: 953.202209
	Iteration 1F: 3 clusters Score -2290400 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2290833.500000 Penalty: 953.202209
	Iteration 2Q: 3 clusters Score -2290834 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2291415.000000 Penalty: 953.202209
	Iteration 3Q: 3 clusters Score -2291415 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2292267.250000 Penalty: 953.202209
	Iteration 4Q: 3 clusters Score -2292267 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2293510.750000 Penalty: 953.202209
	Iteration 5F: 3 clusters Score -2293511 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2295228.250000 Penalty: 953.202209
	Iteration 6F: 3 clusters Score -2295228 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2297164.500000 Penalty: 953.202209
	Iteration 7F: 3 clusters Score -2297164 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -2298774.750000 Penalty: 953.202209
	Iteration 8F: 3 clusters Score -2298775 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -2299679.500000 Penalty: 953.202209
	Iteration 9Q: 3 clusters Score -2299680 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -2300247.750000 Penalty: 953.202209
	Iteration 10Q: 3 clusters Score -2300248 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -2300711.000000 Penalty: 953.202209
	Iteration 11Q: 3 clusters Score -2300711 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -2301127.500000 Penalty: 953.202209
	Iteration 12Q: 3 clusters Score -2301128 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -2301537.250000 Penalty: 953.202209
	Iteration 13Q: 3 clusters Score -2301537 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -2301904.250000 Penalty: 953.202209
	Iteration 14Q: 3 clusters Score -2301904 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2302218.000000 Penalty: 953.202209
	Iteration 15Q: 3 clusters Score -2302218 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -2302476.500000 Penalty: 953.202209
	Iteration 16Q: 3 clusters Score -2302476 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -2302719.000000 Penalty: 953.202209
	Iteration 17Q: 3 clusters Score -2302719 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -2302948.500000 Penalty: 953.202209
	Iteration 18Q: 3 clusters Score -2302948 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -2303113.500000 Penalty: 953.202209
	Iteration 19Q: 3 clusters Score -2303114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -2303287.250000 Penalty: 953.202209
	Iteration 20F: 3 clusters Score -2303287 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -2303433.000000 Penalty: 953.202209
	Iteration 21Q: 3 clusters Score -2303433 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -2303586.750000 Penalty: 953.202209
	Iteration 22Q: 3 clusters Score -2303587 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -2303688.000000 Penalty: 953.202209
	Iteration 23Q: 3 clusters Score -2303688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -2303778.750000 Penalty: 953.202209
	Iteration 24Q: 3 clusters Score -2303779 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -2303837.250000 Penalty: 953.202209
	Iteration 25Q: 3 clusters Score -2303837 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -2303890.250000 Penalty: 953.202209
	Iteration 26Q: 3 clusters Score -2303890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -2303931.500000 Penalty: 953.202209
	Iteration 27Q: 3 clusters Score -2303932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -2303970.000000 Penalty: 953.202209
	Iteration 28Q: 3 clusters Score -2303970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -2303993.500000 Penalty: 953.202209
	Iteration 29Q: 3 clusters Score -2303994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -2304014.500000 Penalty: 953.202209
	Iteration 30Q: 3 clusters Score -2304014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -2304032.500000 Penalty: 953.202209
	Iteration 31Q: 3 clusters Score -2304032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -2304040.500000 Penalty: 953.202209
	Iteration 32Q: 3 clusters Score -2304040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -2304055.500000 Penalty: 953.202209
	Iteration 33Q: 3 clusters Score -2304056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -2304066.000000 Penalty: 953.202209
	Iteration 34Q: 3 clusters Score -2304066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -2304071.000000 Penalty: 953.202209
	Iteration 35Q: 3 clusters Score -2304071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -2304075.250000 Penalty: 953.202209
	Iteration 36Q: 3 clusters Score -2304075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -2304074.500000 Penalty: 953.202209
	Iteration 37Q: 3 clusters Score -2304074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -2304072.750000 Penalty: 953.202209
	Iteration 38Q: 3 clusters Score -2304073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -2304073.500000 Penalty: 953.202209
	Iteration 39Q: 3 clusters Score -2304074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -2304073.500000 Penalty: 953.202209
	Iteration 40F: 3 clusters Score -2304074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -314584.312500 Penalty: 388.057068
	Iteration 0F: 2 clusters Score -314584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -311165.312500 Penalty: 776.114136
	Iteration 0F: 3 clusters Score -311165.3 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -312473.437500 Penalty: 776.114136
	Iteration 1F: 3 clusters Score -312473.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -312667.031250 Penalty: 776.114136
	Iteration 2F: 3 clusters Score -312667 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -312907.406250 Penalty: 776.114136
	Iteration 3F: 3 clusters Score -312907.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -313216.218750 Penalty: 776.114136
	Iteration 4F: 3 clusters Score -313216.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -313510.562500 Penalty: 776.114136
	Iteration 5F: 3 clusters Score -313510.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -313694.062500 Penalty: 776.114136
	Iteration 6Q: 3 clusters Score -313694.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -313790.875000 Penalty: 776.114136
	Iteration 7Q: 3 clusters Score -313790.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -313845.250000 Penalty: 776.114136
	Iteration 8Q: 3 clusters Score -313845.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -313874.687500 Penalty: 776.114136
	Iteration 9Q: 3 clusters Score -313874.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -313904.312500 Penalty: 776.114136
	Iteration 10Q: 3 clusters Score -313904.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -313932.781250 Penalty: 776.114136
	Iteration 11Q: 3 clusters Score -313932.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -313961.875000 Penalty: 776.114136
	Iteration 12Q: 3 clusters Score -313961.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -313992.312500 Penalty: 776.114136
	Iteration 13Q: 3 clusters Score -313992.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -314030.812500 Penalty: 776.114136
	Iteration 14Q: 3 clusters Score -314030.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -314055.281250 Penalty: 776.114136
	Iteration 15Q: 3 clusters Score -314055.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -314082.437500 Penalty: 776.114136
	Iteration 16Q: 3 clusters Score -314082.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -314118.687500 Penalty: 776.114136
	Iteration 17Q: 3 clusters Score -314118.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -314147.593750 Penalty: 776.114136
	Iteration 18Q: 3 clusters Score -314147.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -314164.625000 Penalty: 776.114136
	Iteration 19Q: 3 clusters Score -314164.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -314175.718750 Penalty: 776.114136
	Iteration 20F: 3 clusters Score -314175.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -314184.562500 Penalty: 776.114136
	Iteration 21Q: 3 clusters Score -314184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -314189.750000 Penalty: 776.114136
	Iteration 22Q: 3 clusters Score -314189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -314193.750000 Penalty: 776.114136
	Iteration 23Q: 3 clusters Score -314193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -314198.875000 Penalty: 776.114136
	Iteration 24Q: 3 clusters Score -314198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -314204.125000 Penalty: 776.114136
	Iteration 25Q: 3 clusters Score -314204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -314209.218750 Penalty: 776.114136
	Iteration 26Q: 3 clusters Score -314209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -314211.812500 Penalty: 776.114136
	Iteration 27Q: 3 clusters Score -314211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -314214.812500 Penalty: 776.114136
	Iteration 28Q: 3 clusters Score -314214.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -314217.718750 Penalty: 776.114136
	Iteration 29Q: 3 clusters Score -314217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -314217.750000 Penalty: 776.114136
	Iteration 30Q: 3 clusters Score -314217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -314218.687500 Penalty: 776.114136
	Iteration 31Q: 3 clusters Score -314218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -314219.812500 Penalty: 776.114136
	Iteration 32Q: 3 clusters Score -314219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -314220.750000 Penalty: 776.114136
	Iteration 33Q: 3 clusters Score -314220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -314221.187500 Penalty: 776.114136
	Iteration 34Q: 3 clusters Score -314221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -314221.187500 Penalty: 776.114136
	Iteration 35Q: 3 clusters Score -314221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -314221.437500 Penalty: 776.114136
	Iteration 36Q: 3 clusters Score -314221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -314221.437500 Penalty: 776.114136
	Iteration 37F: 3 clusters Score -314221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1592628.625000 Penalty: 463.244385
	Iteration 0F: 2 clusters Score -1592629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1574939.875000 Penalty: 926.488770
	Iteration 0F: 3 clusters Score -1574940 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1583394.625000 Penalty: 926.488770
	Iteration 1F: 3 clusters Score -1583395 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1584708.750000 Penalty: 926.488770
	Iteration 2F: 3 clusters Score -1584709 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1586457.250000 Penalty: 926.488770
	Iteration 3F: 3 clusters Score -1586457 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1588242.375000 Penalty: 926.488770
	Iteration 4F: 3 clusters Score -1588242 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1589342.875000 Penalty: 926.488770
	Iteration 5F: 3 clusters Score -1589343 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1589823.500000 Penalty: 926.488770
	Iteration 6Q: 3 clusters Score -1589824 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1590089.625000 Penalty: 926.488770
	Iteration 7Q: 3 clusters Score -1590090 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1590337.750000 Penalty: 926.488770
	Iteration 8Q: 3 clusters Score -1590338 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1590611.250000 Penalty: 926.488770
	Iteration 9Q: 3 clusters Score -1590611 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1590954.125000 Penalty: 926.488770
	Iteration 10Q: 3 clusters Score -1590954 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1591364.375000 Penalty: 926.488770
	Iteration 11Q: 3 clusters Score -1591364 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1591805.875000 Penalty: 926.488770
	Iteration 12Q: 3 clusters Score -1591806 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1592171.375000 Penalty: 926.488770
	Iteration 13Q: 3 clusters Score -1592171 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1592411.125000 Penalty: 926.488770
	Iteration 14Q: 3 clusters Score -1592411 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1592586.625000 Penalty: 926.488770
	Iteration 15Q: 3 clusters Score -1592587 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1592684.875000 Penalty: 926.488770
	Iteration 16Q: 3 clusters Score -1592685 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1592757.375000 Penalty: 926.488770
	Iteration 17Q: 3 clusters Score -1592757 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1592802.625000 Penalty: 926.488770
	Iteration 18Q: 3 clusters Score -1592803 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1592831.000000 Penalty: 926.488770
	Iteration 19Q: 3 clusters Score -1592831 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1592851.625000 Penalty: 926.488770
	Iteration 20F: 3 clusters Score -1592852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1592881.625000 Penalty: 926.488770
	Iteration 21Q: 3 clusters Score -1592882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1592903.375000 Penalty: 926.488770
	Iteration 22Q: 3 clusters Score -1592903 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1592927.875000 Penalty: 926.488770
	Iteration 23Q: 3 clusters Score -1592928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1592947.500000 Penalty: 926.488770
	Iteration 24Q: 3 clusters Score -1592948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1592966.625000 Penalty: 926.488770
	Iteration 25Q: 3 clusters Score -1592967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1592986.375000 Penalty: 926.488770
	Iteration 26Q: 3 clusters Score -1592986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1592997.625000 Penalty: 926.488770
	Iteration 27Q: 3 clusters Score -1592998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1593014.750000 Penalty: 926.488770
	Iteration 28Q: 3 clusters Score -1593015 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1593036.875000 Penalty: 926.488770
	Iteration 29Q: 3 clusters Score -1593037 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1593052.375000 Penalty: 926.488770
	Iteration 30Q: 3 clusters Score -1593052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1593063.000000 Penalty: 926.488770
	Iteration 31Q: 3 clusters Score -1593063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1593082.250000 Penalty: 926.488770
	Iteration 32Q: 3 clusters Score -1593082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1593095.875000 Penalty: 926.488770
	Iteration 33Q: 3 clusters Score -1593096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1593099.750000 Penalty: 926.488770
	Iteration 34Q: 3 clusters Score -1593100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1593106.000000 Penalty: 926.488770
	Iteration 35Q: 3 clusters Score -1593106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1593111.000000 Penalty: 926.488770
	Iteration 36Q: 3 clusters Score -1593111 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1593117.000000 Penalty: 926.488770
	Iteration 37Q: 3 clusters Score -1593117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1593127.500000 Penalty: 926.488770
	Iteration 38Q: 3 clusters Score -1593128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1593136.375000 Penalty: 926.488770
	Iteration 39Q: 3 clusters Score -1593136 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1593144.750000 Penalty: 926.488770
	Iteration 40F: 3 clusters Score -1593145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1593162.250000 Penalty: 926.488770
	Iteration 41Q: 3 clusters Score -1593162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1593164.375000 Penalty: 926.488770
	Iteration 42Q: 3 clusters Score -1593164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1593162.375000 Penalty: 926.488770
	Iteration 43Q: 3 clusters Score -1593162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1593173.000000 Penalty: 926.488770
	Iteration 44Q: 3 clusters Score -1593173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1593192.250000 Penalty: 926.488770
	Iteration 45Q: 3 clusters Score -1593192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1593203.000000 Penalty: 926.488770
	Iteration 46Q: 3 clusters Score -1593203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1593204.125000 Penalty: 926.488770
	Iteration 47Q: 3 clusters Score -1593204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1593210.375000 Penalty: 926.488770
	Iteration 48Q: 3 clusters Score -1593210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1593218.875000 Penalty: 926.488770
	Iteration 49Q: 3 clusters Score -1593219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1593227.375000 Penalty: 926.488770
	Iteration 50Q: 3 clusters Score -1593227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1593230.250000 Penalty: 926.488770
	Iteration 51Q: 3 clusters Score -1593230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1593237.000000 Penalty: 926.488770
	Iteration 52Q: 3 clusters Score -1593237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1593238.625000 Penalty: 926.488770
	Iteration 53Q: 3 clusters Score -1593239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1593243.375000 Penalty: 926.488770
	Iteration 54Q: 3 clusters Score -1593243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1593248.125000 Penalty: 926.488770
	Iteration 55Q: 3 clusters Score -1593248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1593250.250000 Penalty: 926.488770
	Iteration 56Q: 3 clusters Score -1593250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1593256.125000 Penalty: 926.488770
	Iteration 57Q: 3 clusters Score -1593256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1593257.250000 Penalty: 926.488770
	Iteration 58Q: 3 clusters Score -1593257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1593256.000000 Penalty: 926.488770
	Iteration 59Q: 3 clusters Score -1593256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1593260.625000 Penalty: 926.488770
	Iteration 60F: 3 clusters Score -1593261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1593264.750000 Penalty: 926.488770
	Iteration 61Q: 3 clusters Score -1593265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1593268.625000 Penalty: 926.488770
	Iteration 62Q: 3 clusters Score -1593269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1593271.750000 Penalty: 926.488770
	Iteration 63Q: 3 clusters Score -1593272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1593274.875000 Penalty: 926.488770
	Iteration 64Q: 3 clusters Score -1593275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1593278.000000 Penalty: 926.488770
	Iteration 65Q: 3 clusters Score -1593278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1593282.000000 Penalty: 926.488770
	Iteration 66Q: 3 clusters Score -1593282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1593283.500000 Penalty: 926.488770
	Iteration 67Q: 3 clusters Score -1593284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1593286.125000 Penalty: 926.488770
	Iteration 68Q: 3 clusters Score -1593286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1593284.500000 Penalty: 926.488770
	Iteration 69Q: 3 clusters Score -1593284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1593286.250000 Penalty: 926.488770
	Iteration 70Q: 3 clusters Score -1593286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1593285.875000 Penalty: 926.488770
	Iteration 71Q: 3 clusters Score -1593286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1593285.875000 Penalty: 926.488770
	Iteration 72Q: 3 clusters Score -1593286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1593286.500000 Penalty: 926.488770
	Iteration 73Q: 3 clusters Score -1593286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1593287.000000 Penalty: 926.488770
	Iteration 74Q: 3 clusters Score -1593287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1593286.125000 Penalty: 926.488770
	Iteration 75Q: 3 clusters Score -1593286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1593288.000000 Penalty: 926.488770
	Iteration 76Q: 3 clusters Score -1593288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1593288.500000 Penalty: 926.488770
	Iteration 77Q: 3 clusters Score -1593288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1593289.250000 Penalty: 926.488770
	Iteration 78Q: 3 clusters Score -1593289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1593290.125000 Penalty: 926.488770
	Iteration 79Q: 3 clusters Score -1593290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1593289.250000 Penalty: 926.488770
	Iteration 80F: 3 clusters Score -1593289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1593291.750000 Penalty: 926.488770
	Iteration 81Q: 3 clusters Score -1593292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1593291.000000 Penalty: 926.488770
	Iteration 82Q: 3 clusters Score -1593291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1593294.250000 Penalty: 926.488770
	Iteration 83Q: 3 clusters Score -1593294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1593293.375000 Penalty: 926.488770
	Iteration 84Q: 3 clusters Score -1593293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1593291.750000 Penalty: 926.488770
	Iteration 85Q: 3 clusters Score -1593292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1593291.375000 Penalty: 926.488770
	Iteration 86Q: 3 clusters Score -1593291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1593293.250000 Penalty: 926.488770
	Iteration 87Q: 3 clusters Score -1593293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1593294.000000 Penalty: 926.488770
	Iteration 88Q: 3 clusters Score -1593294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1593294.000000 Penalty: 926.488770
	Iteration 89F: 3 clusters Score -1593294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 22017 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 73811 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 35777 members 
Mstep: Class 31 contains 72670 members 
Mstep: Class 32 contains 4385 members 
Entering Unmasked Estep 
Score: -42201592.000000 Penalty: 19589.250000
Splitting cluster 12 changes total score from -42196548.000000 to -42201592.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (55084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Entering Unmasked Estep 
Score: -3464300.250000 Penalty: 496.705963
	Iteration 0F: 2 clusters Score -3464300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3427132.250000 Penalty: 993.411926
	Iteration 0F: 3 clusters Score -3427132 nChanged 26720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3444229.250000 Penalty: 993.411926
	Iteration 1F: 3 clusters Score -3444229 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3445976.500000 Penalty: 993.411926
	Iteration 2F: 3 clusters Score -3445976 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3448843.500000 Penalty: 993.411926
	Iteration 3F: 3 clusters Score -3448844 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3452393.500000 Penalty: 993.411926
	Iteration 4F: 3 clusters Score -3452394 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3455150.000000 Penalty: 993.411926
	Iteration 5F: 3 clusters Score -3455150 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3456398.000000 Penalty: 993.411926
	Iteration 6Q: 3 clusters Score -3456398 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3456922.250000 Penalty: 993.411926
	Iteration 7Q: 3 clusters Score -3456922 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3457254.500000 Penalty: 993.411926
	Iteration 8Q: 3 clusters Score -3457254 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3457529.500000 Penalty: 993.411926
	Iteration 9Q: 3 clusters Score -3457530 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3457851.500000 Penalty: 993.411926
	Iteration 10Q: 3 clusters Score -3457852 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3458143.000000 Penalty: 993.411926
	Iteration 11Q: 3 clusters Score -3458143 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3458425.750000 Penalty: 993.411926
	Iteration 12Q: 3 clusters Score -3458426 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3458747.250000 Penalty: 993.411926
	Iteration 13Q: 3 clusters Score -3458747 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3459061.000000 Penalty: 993.411926
	Iteration 14Q: 3 clusters Score -3459061 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3459414.500000 Penalty: 993.411926
	Iteration 15Q: 3 clusters Score -3459414 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3459738.250000 Penalty: 993.411926
	Iteration 16Q: 3 clusters Score -3459738 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3460104.750000 Penalty: 993.411926
	Iteration 17Q: 3 clusters Score -3460105 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3460538.750000 Penalty: 993.411926
	Iteration 18Q: 3 clusters Score -3460539 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3460921.250000 Penalty: 993.411926
	Iteration 19Q: 3 clusters Score -3460921 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3461299.750000 Penalty: 993.411926
	Iteration 20F: 3 clusters Score -3461300 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3461681.500000 Penalty: 993.411926
	Iteration 21Q: 3 clusters Score -3461682 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3462044.250000 Penalty: 993.411926
	Iteration 22Q: 3 clusters Score -3462044 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3462381.250000 Penalty: 993.411926
	Iteration 23Q: 3 clusters Score -3462381 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3462620.500000 Penalty: 993.411926
	Iteration 24Q: 3 clusters Score -3462620 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3462854.750000 Penalty: 993.411926
	Iteration 25Q: 3 clusters Score -3462855 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3463045.750000 Penalty: 993.411926
	Iteration 26Q: 3 clusters Score -3463046 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3463181.250000 Penalty: 993.411926
	Iteration 27Q: 3 clusters Score -3463181 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3463307.000000 Penalty: 993.411926
	Iteration 28Q: 3 clusters Score -3463307 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3463399.000000 Penalty: 993.411926
	Iteration 29Q: 3 clusters Score -3463399 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3463477.000000 Penalty: 993.411926
	Iteration 30Q: 3 clusters Score -3463477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3463520.250000 Penalty: 993.411926
	Iteration 31Q: 3 clusters Score -3463520 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3463569.500000 Penalty: 993.411926
	Iteration 32Q: 3 clusters Score -3463570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3463623.750000 Penalty: 993.411926
	Iteration 33Q: 3 clusters Score -3463624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3463669.500000 Penalty: 993.411926
	Iteration 34Q: 3 clusters Score -3463670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3463712.250000 Penalty: 993.411926
	Iteration 35Q: 3 clusters Score -3463712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3463753.000000 Penalty: 993.411926
	Iteration 36Q: 3 clusters Score -3463753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3463773.250000 Penalty: 993.411926
	Iteration 37Q: 3 clusters Score -3463773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3463792.000000 Penalty: 993.411926
	Iteration 38Q: 3 clusters Score -3463792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3463805.250000 Penalty: 993.411926
	Iteration 39Q: 3 clusters Score -3463805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3463829.000000 Penalty: 993.411926
	Iteration 40F: 3 clusters Score -3463829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3463838.750000 Penalty: 993.411926
	Iteration 41Q: 3 clusters Score -3463839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3463848.000000 Penalty: 993.411926
	Iteration 42Q: 3 clusters Score -3463848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3463860.000000 Penalty: 993.411926
	Iteration 43Q: 3 clusters Score -3463860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3463860.750000 Penalty: 993.411926
	Iteration 44Q: 3 clusters Score -3463861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3463876.750000 Penalty: 993.411926
	Iteration 45Q: 3 clusters Score -3463877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3463886.750000 Penalty: 993.411926
	Iteration 46Q: 3 clusters Score -3463887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3463897.750000 Penalty: 993.411926
	Iteration 47Q: 3 clusters Score -3463898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3463899.250000 Penalty: 993.411926
	Iteration 48Q: 3 clusters Score -3463899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3463900.250000 Penalty: 993.411926
	Iteration 49Q: 3 clusters Score -3463900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3463903.250000 Penalty: 993.411926
	Iteration 50Q: 3 clusters Score -3463903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3463906.250000 Penalty: 993.411926
	Iteration 51Q: 3 clusters Score -3463906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3463907.750000 Penalty: 993.411926
	Iteration 52Q: 3 clusters Score -3463908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3463910.000000 Penalty: 993.411926
	Iteration 53Q: 3 clusters Score -3463910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3463914.250000 Penalty: 993.411926
	Iteration 54Q: 3 clusters Score -3463914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3463917.000000 Penalty: 993.411926
	Iteration 55Q: 3 clusters Score -3463917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3463918.500000 Penalty: 993.411926
	Iteration 56Q: 3 clusters Score -3463918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3463919.500000 Penalty: 993.411926
	Iteration 57Q: 3 clusters Score -3463920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3463919.250000 Penalty: 993.411926
	Iteration 58Q: 3 clusters Score -3463919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3463921.750000 Penalty: 993.411926
	Iteration 59Q: 3 clusters Score -3463922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3463921.750000 Penalty: 993.411926
	Iteration 60F: 3 clusters Score -3463922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Entering Unmasked Estep 
Score: -2878433.250000 Penalty: 486.002136
	Iteration 0F: 2 clusters Score -2878433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2850307.500000 Penalty: 972.004272
	Iteration 0F: 3 clusters Score -2850308 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2862629.750000 Penalty: 972.004272
	Iteration 1F: 3 clusters Score -2862630 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2863294.500000 Penalty: 972.004272
	Iteration 2Q: 3 clusters Score -2863294 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2864332.750000 Penalty: 972.004272
	Iteration 3F: 3 clusters Score -2864333 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2865910.750000 Penalty: 972.004272
	Iteration 4F: 3 clusters Score -2865911 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -2868080.750000 Penalty: 972.004272
	Iteration 5F: 3 clusters Score -2868081 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -2870337.000000 Penalty: 972.004272
	Iteration 6F: 3 clusters Score -2870337 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -2872328.750000 Penalty: 972.004272
	Iteration 7F: 3 clusters Score -2872329 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -2873739.000000 Penalty: 972.004272
	Iteration 8Q: 3 clusters Score -2873739 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -2874586.250000 Penalty: 972.004272
	Iteration 9Q: 3 clusters Score -2874586 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -2875121.500000 Penalty: 972.004272
	Iteration 10Q: 3 clusters Score -2875122 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -2875573.500000 Penalty: 972.004272
	Iteration 11Q: 3 clusters Score -2875574 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -2875873.250000 Penalty: 972.004272
	Iteration 12Q: 3 clusters Score -2875873 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -2876095.750000 Penalty: 972.004272
	Iteration 13Q: 3 clusters Score -2876096 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -2876283.000000 Penalty: 972.004272
	Iteration 14Q: 3 clusters Score -2876283 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -2876553.500000 Penalty: 972.004272
	Iteration 15Q: 3 clusters Score -2876554 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -2876839.500000 Penalty: 972.004272
	Iteration 16Q: 3 clusters Score -2876840 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -2877064.500000 Penalty: 972.004272
	Iteration 17Q: 3 clusters Score -2877064 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -2877243.500000 Penalty: 972.004272
	Iteration 18Q: 3 clusters Score -2877244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -2877385.250000 Penalty: 972.004272
	Iteration 19Q: 3 clusters Score -2877385 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -2877513.500000 Penalty: 972.004272
	Iteration 20F: 3 clusters Score -2877514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -2877586.000000 Penalty: 972.004272
	Iteration 21Q: 3 clusters Score -2877586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -2877649.250000 Penalty: 972.004272
	Iteration 22Q: 3 clusters Score -2877649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -2877722.500000 Penalty: 972.004272
	Iteration 23Q: 3 clusters Score -2877722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -2877764.000000 Penalty: 972.004272
	Iteration 24Q: 3 clusters Score -2877764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -2877803.000000 Penalty: 972.004272
	Iteration 25Q: 3 clusters Score -2877803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -2877837.750000 Penalty: 972.004272
	Iteration 26Q: 3 clusters Score -2877838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -2877857.250000 Penalty: 972.004272
	Iteration 27Q: 3 clusters Score -2877857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -2877878.750000 Penalty: 972.004272
	Iteration 28Q: 3 clusters Score -2877879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -2877899.750000 Penalty: 972.004272
	Iteration 29Q: 3 clusters Score -2877900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -2877910.250000 Penalty: 972.004272
	Iteration 30Q: 3 clusters Score -2877910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -2877928.500000 Penalty: 972.004272
	Iteration 31Q: 3 clusters Score -2877928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -2877945.750000 Penalty: 972.004272
	Iteration 32Q: 3 clusters Score -2877946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -2877963.250000 Penalty: 972.004272
	Iteration 33Q: 3 clusters Score -2877963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -2877973.250000 Penalty: 972.004272
	Iteration 34Q: 3 clusters Score -2877973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -2877968.750000 Penalty: 972.004272
	Iteration 35Q: 3 clusters Score -2877969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -2877970.000000 Penalty: 972.004272
	Iteration 36Q: 3 clusters Score -2877970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -2877970.500000 Penalty: 972.004272
	Iteration 37Q: 3 clusters Score -2877970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -2877970.500000 Penalty: 972.004272
	Iteration 38F: 3 clusters Score -2877970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -2609332.750000 Penalty: 482.168488
	Iteration 0F: 2 clusters Score -2609333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2582796.000000 Penalty: 964.336975
	Iteration 0F: 3 clusters Score -2582796 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2594290.500000 Penalty: 964.336975
	Iteration 1F: 3 clusters Score -2594290 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2595027.250000 Penalty: 964.336975
	Iteration 2Q: 3 clusters Score -2595027 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2596334.500000 Penalty: 964.336975
	Iteration 3F: 3 clusters Score -2596334 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2598423.750000 Penalty: 964.336975
	Iteration 4F: 3 clusters Score -2598424 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2600904.250000 Penalty: 964.336975
	Iteration 5F: 3 clusters Score -2600904 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2602550.250000 Penalty: 964.336975
	Iteration 6F: 3 clusters Score -2602550 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2603190.750000 Penalty: 964.336975
	Iteration 7Q: 3 clusters Score -2603191 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2603472.250000 Penalty: 964.336975
	Iteration 8Q: 3 clusters Score -2603472 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2603635.750000 Penalty: 964.336975
	Iteration 9Q: 3 clusters Score -2603636 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2603808.500000 Penalty: 964.336975
	Iteration 10Q: 3 clusters Score -2603808 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2604000.000000 Penalty: 964.336975
	Iteration 11Q: 3 clusters Score -2604000 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2604228.250000 Penalty: 964.336975
	Iteration 12Q: 3 clusters Score -2604228 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2604456.750000 Penalty: 964.336975
	Iteration 13Q: 3 clusters Score -2604457 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2604723.500000 Penalty: 964.336975
	Iteration 14Q: 3 clusters Score -2604724 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2604973.500000 Penalty: 964.336975
	Iteration 15Q: 3 clusters Score -2604974 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2605238.750000 Penalty: 964.336975
	Iteration 16Q: 3 clusters Score -2605239 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2605470.500000 Penalty: 964.336975
	Iteration 17Q: 3 clusters Score -2605470 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2605701.750000 Penalty: 964.336975
	Iteration 18Q: 3 clusters Score -2605702 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2605861.500000 Penalty: 964.336975
	Iteration 19Q: 3 clusters Score -2605862 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2606009.750000 Penalty: 964.336975
	Iteration 20F: 3 clusters Score -2606010 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2606159.250000 Penalty: 964.336975
	Iteration 21Q: 3 clusters Score -2606159 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2606271.750000 Penalty: 964.336975
	Iteration 22Q: 3 clusters Score -2606272 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2606361.750000 Penalty: 964.336975
	Iteration 23Q: 3 clusters Score -2606362 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2606425.750000 Penalty: 964.336975
	Iteration 24Q: 3 clusters Score -2606426 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2606471.500000 Penalty: 964.336975
	Iteration 25Q: 3 clusters Score -2606472 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2606504.750000 Penalty: 964.336975
	Iteration 26Q: 3 clusters Score -2606505 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2606544.500000 Penalty: 964.336975
	Iteration 27Q: 3 clusters Score -2606544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2606585.500000 Penalty: 964.336975
	Iteration 28Q: 3 clusters Score -2606586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2606600.250000 Penalty: 964.336975
	Iteration 29Q: 3 clusters Score -2606600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2606591.000000 Penalty: 964.336975
	Iteration 30Q: 3 clusters Score -2606591 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2606606.250000 Penalty: 964.336975
	Iteration 31Q: 3 clusters Score -2606606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2606616.750000 Penalty: 964.336975
	Iteration 32Q: 3 clusters Score -2606617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2606615.500000 Penalty: 964.336975
	Iteration 33Q: 3 clusters Score -2606616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2606623.000000 Penalty: 964.336975
	Iteration 34Q: 3 clusters Score -2606623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2606629.500000 Penalty: 964.336975
	Iteration 35Q: 3 clusters Score -2606630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2606635.750000 Penalty: 964.336975
	Iteration 36Q: 3 clusters Score -2606636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2606641.000000 Penalty: 964.336975
	Iteration 37Q: 3 clusters Score -2606641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2606645.250000 Penalty: 964.336975
	Iteration 38Q: 3 clusters Score -2606645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2606654.250000 Penalty: 964.336975
	Iteration 39Q: 3 clusters Score -2606654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2606651.250000 Penalty: 964.336975
	Iteration 40F: 3 clusters Score -2606651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2606651.500000 Penalty: 964.336975
	Iteration 41Q: 3 clusters Score -2606652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2606652.000000 Penalty: 964.336975
	Iteration 42Q: 3 clusters Score -2606652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2606652.250000 Penalty: 964.336975
	Iteration 43Q: 3 clusters Score -2606652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2606649.750000 Penalty: 964.336975
	Iteration 44Q: 3 clusters Score -2606650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2606646.500000 Penalty: 964.336975
	Iteration 45Q: 3 clusters Score -2606646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2606650.250000 Penalty: 964.336975
	Iteration 46Q: 3 clusters Score -2606650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2606651.000000 Penalty: 964.336975
	Iteration 47Q: 3 clusters Score -2606651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2606650.500000 Penalty: 964.336975
	Iteration 48Q: 3 clusters Score -2606650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2606650.500000 Penalty: 964.336975
	Iteration 49F: 3 clusters Score -2606650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Entering Unmasked Estep 
Score: -2248489.000000 Penalty: 479.216431
	Iteration 0F: 2 clusters Score -2248489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2223348.250000 Penalty: 958.432861
	Iteration 0F: 3 clusters Score -2223348 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2234141.500000 Penalty: 958.432861
	Iteration 1F: 3 clusters Score -2234142 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2235193.000000 Penalty: 958.432861
	Iteration 2F: 3 clusters Score -2235193 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2237119.500000 Penalty: 958.432861
	Iteration 3F: 3 clusters Score -2237120 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2240107.000000 Penalty: 958.432861
	Iteration 4F: 3 clusters Score -2240107 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -2243488.750000 Penalty: 958.432861
	Iteration 5F: 3 clusters Score -2243489 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -2246056.250000 Penalty: 958.432861
	Iteration 6F: 3 clusters Score -2246056 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -2247323.500000 Penalty: 958.432861
	Iteration 7Q: 3 clusters Score -2247324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -2247770.500000 Penalty: 958.432861
	Iteration 8Q: 3 clusters Score -2247770 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -2247923.750000 Penalty: 958.432861
	Iteration 9Q: 3 clusters Score -2247924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -2247988.500000 Penalty: 958.432861
	Iteration 10Q: 3 clusters Score -2247988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -2248027.250000 Penalty: 958.432861
	Iteration 11Q: 3 clusters Score -2248027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -2248049.000000 Penalty: 958.432861
	Iteration 12Q: 3 clusters Score -2248049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -2248062.500000 Penalty: 958.432861
	Iteration 13Q: 3 clusters Score -2248062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -2248068.000000 Penalty: 958.432861
	Iteration 14Q: 3 clusters Score -2248068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -2248080.000000 Penalty: 958.432861
	Iteration 15Q: 3 clusters Score -2248080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -2248089.250000 Penalty: 958.432861
	Iteration 16Q: 3 clusters Score -2248089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -2248097.500000 Penalty: 958.432861
	Iteration 17Q: 3 clusters Score -2248098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -2248104.250000 Penalty: 958.432861
	Iteration 18Q: 3 clusters Score -2248104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -2248106.250000 Penalty: 958.432861
	Iteration 19Q: 3 clusters Score -2248106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -2248108.250000 Penalty: 958.432861
	Iteration 20F: 3 clusters Score -2248108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -2248108.250000 Penalty: 958.432861
	Iteration 21Q: 3 clusters Score -2248108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -2248110.500000 Penalty: 958.432861
	Iteration 22Q: 3 clusters Score -2248110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -2248109.750000 Penalty: 958.432861
	Iteration 23Q: 3 clusters Score -2248110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -2248109.750000 Penalty: 958.432861
	Iteration 24F: 3 clusters Score -2248110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -223547.703125 Penalty: 376.737762
	Iteration 0F: 2 clusters Score -223547.7 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 1963 members 
Entering Unmasked Estep 
Score: -220819.296875 Penalty: 753.475525
	Iteration 0F: 3 clusters Score -220819.3 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -221906.046875 Penalty: 753.475525
	Iteration 1F: 3 clusters Score -221906 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -222052.984375 Penalty: 753.475525
	Iteration 2F: 3 clusters Score -222053 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -222194.593750 Penalty: 753.475525
	Iteration 3F: 3 clusters Score -222194.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -222359.953125 Penalty: 753.475525
	Iteration 4F: 3 clusters Score -222360 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222524.375000 Penalty: 753.475525
	Iteration 5F: 3 clusters Score -222524.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222688.109375 Penalty: 753.475525
	Iteration 6Q: 3 clusters Score -222688.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222841.734375 Penalty: 753.475525
	Iteration 7Q: 3 clusters Score -222841.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -222954.671875 Penalty: 753.475525
	Iteration 8Q: 3 clusters Score -222954.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223061.265625 Penalty: 753.475525
	Iteration 9Q: 3 clusters Score -223061.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223160.343750 Penalty: 753.475525
	Iteration 10Q: 3 clusters Score -223160.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -223233.687500 Penalty: 753.475525
	Iteration 11Q: 3 clusters Score -223233.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223280.046875 Penalty: 753.475525
	Iteration 12Q: 3 clusters Score -223280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -223298.500000 Penalty: 753.475525
	Iteration 13Q: 3 clusters Score -223298.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -223318.781250 Penalty: 753.475525
	Iteration 14Q: 3 clusters Score -223318.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -223334.421875 Penalty: 753.475525
	Iteration 15Q: 3 clusters Score -223334.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -223342.625000 Penalty: 753.475525
	Iteration 16Q: 3 clusters Score -223342.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -223346.906250 Penalty: 753.475525
	Iteration 17Q: 3 clusters Score -223346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -223351.656250 Penalty: 753.475525
	Iteration 18Q: 3 clusters Score -223351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -223355.453125 Penalty: 753.475525
	Iteration 19Q: 3 clusters Score -223355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -223358.375000 Penalty: 753.475525
	Iteration 20F: 3 clusters Score -223358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -223358.968750 Penalty: 753.475525
	Iteration 21Q: 3 clusters Score -223359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -223359.937500 Penalty: 753.475525
	Iteration 22Q: 3 clusters Score -223359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -223360.015625 Penalty: 753.475525
	Iteration 23Q: 3 clusters Score -223360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -223360.015625 Penalty: 753.475525
	Iteration 24F: 3 clusters Score -223360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -113877.539062 Penalty: 343.049927
	Iteration 0F: 2 clusters Score -113877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -112501.328125 Penalty: 686.099854
	Iteration 0F: 3 clusters Score -112501.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -112993.398438 Penalty: 686.099854
	Iteration 1F: 3 clusters Score -112993.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -113100.023438 Penalty: 686.099854
	Iteration 2F: 3 clusters Score -113100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -113183.046875 Penalty: 686.099854
	Iteration 3F: 3 clusters Score -113183 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -113263.890625 Penalty: 686.099854
	Iteration 4F: 3 clusters Score -113263.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113335.554688 Penalty: 686.099854
	Iteration 5F: 3 clusters Score -113335.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -113387.531250 Penalty: 686.099854
	Iteration 6Q: 3 clusters Score -113387.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -113437.125000 Penalty: 686.099854
	Iteration 7Q: 3 clusters Score -113437.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -113478.710938 Penalty: 686.099854
	Iteration 8Q: 3 clusters Score -113478.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -113498.039062 Penalty: 686.099854
	Iteration 9Q: 3 clusters Score -113498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -113515.835938 Penalty: 686.099854
	Iteration 10Q: 3 clusters Score -113515.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -113532.937500 Penalty: 686.099854
	Iteration 11Q: 3 clusters Score -113532.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -113540.789062 Penalty: 686.099854
	Iteration 12Q: 3 clusters Score -113540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -113547.296875 Penalty: 686.099854
	Iteration 13Q: 3 clusters Score -113547.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -113552.187500 Penalty: 686.099854
	Iteration 14Q: 3 clusters Score -113552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -113557.804688 Penalty: 686.099854
	Iteration 15Q: 3 clusters Score -113557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -113560.859375 Penalty: 686.099854
	Iteration 16Q: 3 clusters Score -113560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -113565.054688 Penalty: 686.099854
	Iteration 17Q: 3 clusters Score -113565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -113567.929688 Penalty: 686.099854
	Iteration 18Q: 3 clusters Score -113567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113570.007812 Penalty: 686.099854
	Iteration 19Q: 3 clusters Score -113570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113572.726562 Penalty: 686.099854
	Iteration 20F: 3 clusters Score -113572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -113574.328125 Penalty: 686.099854
	Iteration 21Q: 3 clusters Score -113574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113575.234375 Penalty: 686.099854
	Iteration 22Q: 3 clusters Score -113575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -113575.679688 Penalty: 686.099854
	Iteration 23Q: 3 clusters Score -113575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113576.085938 Penalty: 686.099854
	Iteration 24Q: 3 clusters Score -113576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113576.289062 Penalty: 686.099854
	Iteration 25Q: 3 clusters Score -113576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113576.562500 Penalty: 686.099854
	Iteration 26Q: 3 clusters Score -113576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -113577.375000 Penalty: 686.099854
	Iteration 27Q: 3 clusters Score -113577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -113577.875000 Penalty: 686.099854
	Iteration 28Q: 3 clusters Score -113577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -113578.164062 Penalty: 686.099854
	Iteration 29Q: 3 clusters Score -113578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -113578.562500 Penalty: 686.099854
	Iteration 30Q: 3 clusters Score -113578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -113578.500000 Penalty: 686.099854
	Iteration 31Q: 3 clusters Score -113578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -113578.500000 Penalty: 686.099854
	Iteration 32F: 3 clusters Score -113578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -98728.515625 Penalty: 334.184723
	Iteration 0F: 2 clusters Score -98728.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -97543.046875 Penalty: 668.369446
	Iteration 0F: 3 clusters Score -97543.05 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -97898.562500 Penalty: 668.369446
	Iteration 1F: 3 clusters Score -97898.56 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98033.460938 Penalty: 668.369446
	Iteration 2F: 3 clusters Score -98033.46 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -98222.843750 Penalty: 668.369446
	Iteration 3F: 3 clusters Score -98222.84 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -98372.898438 Penalty: 668.369446
	Iteration 4F: 3 clusters Score -98372.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -98463.390625 Penalty: 668.369446
	Iteration 5F: 3 clusters Score -98463.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -98515.281250 Penalty: 668.369446
	Iteration 6Q: 3 clusters Score -98515.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -98553.382812 Penalty: 668.369446
	Iteration 7Q: 3 clusters Score -98553.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -98573.453125 Penalty: 668.369446
	Iteration 8Q: 3 clusters Score -98573.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -98579.125000 Penalty: 668.369446
	Iteration 9Q: 3 clusters Score -98579.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -98582.398438 Penalty: 668.369446
	Iteration 10Q: 3 clusters Score -98582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -98586.421875 Penalty: 668.369446
	Iteration 11Q: 3 clusters Score -98586.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -98590.343750 Penalty: 668.369446
	Iteration 12Q: 3 clusters Score -98590.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -98593.242188 Penalty: 668.369446
	Iteration 13Q: 3 clusters Score -98593.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -98596.617188 Penalty: 668.369446
	Iteration 14Q: 3 clusters Score -98596.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -98601.281250 Penalty: 668.369446
	Iteration 15Q: 3 clusters Score -98601.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -98604.968750 Penalty: 668.369446
	Iteration 16Q: 3 clusters Score -98604.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -98607.781250 Penalty: 668.369446
	Iteration 17Q: 3 clusters Score -98607.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -98610.757812 Penalty: 668.369446
	Iteration 18Q: 3 clusters Score -98610.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -98612.882812 Penalty: 668.369446
	Iteration 19Q: 3 clusters Score -98612.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -98616.437500 Penalty: 668.369446
	Iteration 20F: 3 clusters Score -98616.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -98619.515625 Penalty: 668.369446
	Iteration 21Q: 3 clusters Score -98619.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -98622.789062 Penalty: 668.369446
	Iteration 22Q: 3 clusters Score -98622.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -98625.257812 Penalty: 668.369446
	Iteration 23Q: 3 clusters Score -98625.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -98626.835938 Penalty: 668.369446
	Iteration 24Q: 3 clusters Score -98626.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -98629.375000 Penalty: 668.369446
	Iteration 25Q: 3 clusters Score -98629.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -98635.179688 Penalty: 668.369446
	Iteration 26Q: 3 clusters Score -98635.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -98637.843750 Penalty: 668.369446
	Iteration 27Q: 3 clusters Score -98637.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -98638.531250 Penalty: 668.369446
	Iteration 28Q: 3 clusters Score -98638.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -98640.828125 Penalty: 668.369446
	Iteration 29Q: 3 clusters Score -98640.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -98643.250000 Penalty: 668.369446
	Iteration 30Q: 3 clusters Score -98643.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -98645.210938 Penalty: 668.369446
	Iteration 31Q: 3 clusters Score -98645.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -98646.367188 Penalty: 668.369446
	Iteration 32Q: 3 clusters Score -98646.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -98647.656250 Penalty: 668.369446
	Iteration 33Q: 3 clusters Score -98647.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -98650.570312 Penalty: 668.369446
	Iteration 34Q: 3 clusters Score -98650.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -98652.406250 Penalty: 668.369446
	Iteration 35Q: 3 clusters Score -98652.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -98653.328125 Penalty: 668.369446
	Iteration 36Q: 3 clusters Score -98653.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -98653.929688 Penalty: 668.369446
	Iteration 37Q: 3 clusters Score -98653.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -98654.078125 Penalty: 668.369446
	Iteration 38Q: 3 clusters Score -98654.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -98654.078125 Penalty: 668.369446
	Iteration 39F: 3 clusters Score -98654.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -21712.853516 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -21712.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21288.800781 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -21288.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21386.947266 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -21386.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21412.109375 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -21412.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21442.837891 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -21442.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21460.382812 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -21460.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21474.134766 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -21474.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21479.839844 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -21479.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21482.664062 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -21482.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21484.994141 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -21484.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21485.505859 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -21485.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21486.238281 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -21486.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21487.285156 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -21487.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21487.285156 Penalty: 544.538208
	Iteration 12F: 3 clusters Score -21487.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -140473.328125 Penalty: 354.193542
	Iteration 0F: 2 clusters Score -140473.3 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 1179 members 
Entering Unmasked Estep 
Score: -138739.171875 Penalty: 708.387085
	Iteration 0F: 3 clusters Score -138739.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -139369.328125 Penalty: 708.387085
	Iteration 1F: 3 clusters Score -139369.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -139561.234375 Penalty: 708.387085
	Iteration 2F: 3 clusters Score -139561.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -139809.796875 Penalty: 708.387085
	Iteration 3F: 3 clusters Score -139809.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -140094.890625 Penalty: 708.387085
	Iteration 4F: 3 clusters Score -140094.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -140291.562500 Penalty: 708.387085
	Iteration 5F: 3 clusters Score -140291.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -140413.531250 Penalty: 708.387085
	Iteration 6F: 3 clusters Score -140413.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -140470.421875 Penalty: 708.387085
	Iteration 7Q: 3 clusters Score -140470.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -140495.937500 Penalty: 708.387085
	Iteration 8Q: 3 clusters Score -140495.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -140500.234375 Penalty: 708.387085
	Iteration 9Q: 3 clusters Score -140500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -140504.312500 Penalty: 708.387085
	Iteration 10Q: 3 clusters Score -140504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -140507.296875 Penalty: 708.387085
	Iteration 11Q: 3 clusters Score -140507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -140508.515625 Penalty: 708.387085
	Iteration 12Q: 3 clusters Score -140508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -140508.750000 Penalty: 708.387085
	Iteration 13Q: 3 clusters Score -140508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -140508.921875 Penalty: 708.387085
	Iteration 14Q: 3 clusters Score -140508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -140509.125000 Penalty: 708.387085
	Iteration 15Q: 3 clusters Score -140509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -140509.187500 Penalty: 708.387085
	Iteration 16Q: 3 clusters Score -140509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -140510.359375 Penalty: 708.387085
	Iteration 17Q: 3 clusters Score -140510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -140510.359375 Penalty: 708.387085
	Iteration 18F: 3 clusters Score -140510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 22017 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 73811 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 35777 members 
Mstep: Class 31 contains 72670 members 
Mstep: Class 32 contains 4385 members 
Mstep: Class 33 contains 1620 members 
Entering Unmasked Estep 
Score: -42201276.000000 Penalty: 20201.414062
Splitting cluster 21 changes total score from -42196548.000000 to -42201276.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -204661.515625 Penalty: 367.424866
	Iteration 0F: 2 clusters Score -204661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -202417.859375 Penalty: 734.849731
	Iteration 0F: 3 clusters Score -202417.9 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -203194.453125 Penalty: 734.849731
	Iteration 1F: 3 clusters Score -203194.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -203322.828125 Penalty: 734.849731
	Iteration 2F: 3 clusters Score -203322.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -203447.218750 Penalty: 734.849731
	Iteration 3F: 3 clusters Score -203447.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -203572.140625 Penalty: 734.849731
	Iteration 4F: 3 clusters Score -203572.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -203674.750000 Penalty: 734.849731
	Iteration 5F: 3 clusters Score -203674.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -203759.203125 Penalty: 734.849731
	Iteration 6Q: 3 clusters Score -203759.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -203850.437500 Penalty: 734.849731
	Iteration 7Q: 3 clusters Score -203850.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -203922.187500 Penalty: 734.849731
	Iteration 8Q: 3 clusters Score -203922.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -203975.328125 Penalty: 734.849731
	Iteration 9Q: 3 clusters Score -203975.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -204007.484375 Penalty: 734.849731
	Iteration 10Q: 3 clusters Score -204007.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -204027.250000 Penalty: 734.849731
	Iteration 11Q: 3 clusters Score -204027.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -204035.578125 Penalty: 734.849731
	Iteration 12Q: 3 clusters Score -204035.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -204041.953125 Penalty: 734.849731
	Iteration 13Q: 3 clusters Score -204042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -204047.968750 Penalty: 734.849731
	Iteration 14Q: 3 clusters Score -204048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -204054.078125 Penalty: 734.849731
	Iteration 15Q: 3 clusters Score -204054.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -204059.171875 Penalty: 734.849731
	Iteration 16Q: 3 clusters Score -204059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -204060.890625 Penalty: 734.849731
	Iteration 17Q: 3 clusters Score -204060.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -204062.968750 Penalty: 734.849731
	Iteration 18Q: 3 clusters Score -204063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -204064.875000 Penalty: 734.849731
	Iteration 19Q: 3 clusters Score -204064.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -204066.609375 Penalty: 734.849731
	Iteration 20F: 3 clusters Score -204066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -204068.484375 Penalty: 734.849731
	Iteration 21Q: 3 clusters Score -204068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -204071.250000 Penalty: 734.849731
	Iteration 22Q: 3 clusters Score -204071.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -204077.750000 Penalty: 734.849731
	Iteration 23Q: 3 clusters Score -204077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -204081.734375 Penalty: 734.849731
	Iteration 24Q: 3 clusters Score -204081.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -204085.703125 Penalty: 734.849731
	Iteration 25Q: 3 clusters Score -204085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -204088.390625 Penalty: 734.849731
	Iteration 26Q: 3 clusters Score -204088.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -204090.796875 Penalty: 734.849731
	Iteration 27Q: 3 clusters Score -204090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -204093.109375 Penalty: 734.849731
	Iteration 28Q: 3 clusters Score -204093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -204094.671875 Penalty: 734.849731
	Iteration 29Q: 3 clusters Score -204094.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -204095.718750 Penalty: 734.849731
	Iteration 30Q: 3 clusters Score -204095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -204096.109375 Penalty: 734.849731
	Iteration 31Q: 3 clusters Score -204096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -204096.484375 Penalty: 734.849731
	Iteration 32Q: 3 clusters Score -204096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -204096.343750 Penalty: 734.849731
	Iteration 33Q: 3 clusters Score -204096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -204096.781250 Penalty: 734.849731
	Iteration 34Q: 3 clusters Score -204096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -204096.781250 Penalty: 734.849731
	Iteration 35F: 3 clusters Score -204096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -65776.335938 Penalty: 313.615204
	Iteration 0F: 2 clusters Score -65776.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -64995.191406 Penalty: 627.230408
	Iteration 0F: 3 clusters Score -64995.19 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -65200.964844 Penalty: 627.230408
	Iteration 1F: 3 clusters Score -65200.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -65238.652344 Penalty: 627.230408
	Iteration 2F: 3 clusters Score -65238.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65274.093750 Penalty: 627.230408
	Iteration 3Q: 3 clusters Score -65274.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -65298.726562 Penalty: 627.230408
	Iteration 4Q: 3 clusters Score -65298.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -65317.968750 Penalty: 627.230408
	Iteration 5Q: 3 clusters Score -65317.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -65335.136719 Penalty: 627.230408
	Iteration 6Q: 3 clusters Score -65335.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -65350.625000 Penalty: 627.230408
	Iteration 7Q: 3 clusters Score -65350.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -65365.550781 Penalty: 627.230408
	Iteration 8Q: 3 clusters Score -65365.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -65378.429688 Penalty: 627.230408
	Iteration 9Q: 3 clusters Score -65378.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -65390.960938 Penalty: 627.230408
	Iteration 10Q: 3 clusters Score -65390.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -65403.851562 Penalty: 627.230408
	Iteration 11Q: 3 clusters Score -65403.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -65419.972656 Penalty: 627.230408
	Iteration 12Q: 3 clusters Score -65419.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -65436.074219 Penalty: 627.230408
	Iteration 13Q: 3 clusters Score -65436.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -65448.945312 Penalty: 627.230408
	Iteration 14Q: 3 clusters Score -65448.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -65453.160156 Penalty: 627.230408
	Iteration 15Q: 3 clusters Score -65453.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -65455.101562 Penalty: 627.230408
	Iteration 16Q: 3 clusters Score -65455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -65457.429688 Penalty: 627.230408
	Iteration 17Q: 3 clusters Score -65457.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -65466.242188 Penalty: 627.230408
	Iteration 18Q: 3 clusters Score -65466.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -65471.613281 Penalty: 627.230408
	Iteration 19Q: 3 clusters Score -65471.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -65478.671875 Penalty: 627.230408
	Iteration 20F: 3 clusters Score -65478.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -65483.652344 Penalty: 627.230408
	Iteration 21Q: 3 clusters Score -65483.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -65491.898438 Penalty: 627.230408
	Iteration 22Q: 3 clusters Score -65491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -65498.234375 Penalty: 627.230408
	Iteration 23Q: 3 clusters Score -65498.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -65501.882812 Penalty: 627.230408
	Iteration 24Q: 3 clusters Score -65501.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -65503.535156 Penalty: 627.230408
	Iteration 25Q: 3 clusters Score -65503.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -65504.308594 Penalty: 627.230408
	Iteration 26Q: 3 clusters Score -65504.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -65504.308594 Penalty: 627.230408
	Iteration 27F: 3 clusters Score -65504.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Entering Unmasked Estep 
Score: -1189864.625000 Penalty: 445.042358
	Iteration 0F: 2 clusters Score -1189865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1178002.500000 Penalty: 890.084717
	Iteration 0F: 3 clusters Score -1178002 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1182849.875000 Penalty: 890.084717
	Iteration 1F: 3 clusters Score -1182850 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1183141.000000 Penalty: 890.084717
	Iteration 2Q: 3 clusters Score -1183141 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1183608.125000 Penalty: 890.084717
	Iteration 3F: 3 clusters Score -1183608 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1184396.125000 Penalty: 890.084717
	Iteration 4F: 3 clusters Score -1184396 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1185485.625000 Penalty: 890.084717
	Iteration 5F: 3 clusters Score -1185486 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1186521.875000 Penalty: 890.084717
	Iteration 6F: 3 clusters Score -1186522 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1186996.500000 Penalty: 890.084717
	Iteration 7F: 3 clusters Score -1186996 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1187159.875000 Penalty: 890.084717
	Iteration 8Q: 3 clusters Score -1187160 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1187252.250000 Penalty: 890.084717
	Iteration 9Q: 3 clusters Score -1187252 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1187329.500000 Penalty: 890.084717
	Iteration 10Q: 3 clusters Score -1187330 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1187399.625000 Penalty: 890.084717
	Iteration 11Q: 3 clusters Score -1187400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1187447.500000 Penalty: 890.084717
	Iteration 12Q: 3 clusters Score -1187448 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1187497.750000 Penalty: 890.084717
	Iteration 13Q: 3 clusters Score -1187498 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1187545.875000 Penalty: 890.084717
	Iteration 14Q: 3 clusters Score -1187546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1187584.000000 Penalty: 890.084717
	Iteration 15Q: 3 clusters Score -1187584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1187609.000000 Penalty: 890.084717
	Iteration 16Q: 3 clusters Score -1187609 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1187629.250000 Penalty: 890.084717
	Iteration 17Q: 3 clusters Score -1187629 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1187646.875000 Penalty: 890.084717
	Iteration 18Q: 3 clusters Score -1187647 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1187658.500000 Penalty: 890.084717
	Iteration 19Q: 3 clusters Score -1187658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1187661.750000 Penalty: 890.084717
	Iteration 20F: 3 clusters Score -1187662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1187668.875000 Penalty: 890.084717
	Iteration 21Q: 3 clusters Score -1187669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1187674.875000 Penalty: 890.084717
	Iteration 22Q: 3 clusters Score -1187675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1187682.625000 Penalty: 890.084717
	Iteration 23Q: 3 clusters Score -1187683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1187682.125000 Penalty: 890.084717
	Iteration 24Q: 3 clusters Score -1187682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1187687.500000 Penalty: 890.084717
	Iteration 25Q: 3 clusters Score -1187688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1187694.250000 Penalty: 890.084717
	Iteration 26Q: 3 clusters Score -1187694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1187696.875000 Penalty: 890.084717
	Iteration 27Q: 3 clusters Score -1187697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1187703.625000 Penalty: 890.084717
	Iteration 28Q: 3 clusters Score -1187704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1187711.250000 Penalty: 890.084717
	Iteration 29Q: 3 clusters Score -1187711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1187715.500000 Penalty: 890.084717
	Iteration 30Q: 3 clusters Score -1187716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1187724.375000 Penalty: 890.084717
	Iteration 31Q: 3 clusters Score -1187724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1187736.500000 Penalty: 890.084717
	Iteration 32Q: 3 clusters Score -1187736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1187741.375000 Penalty: 890.084717
	Iteration 33Q: 3 clusters Score -1187741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1187749.500000 Penalty: 890.084717
	Iteration 34Q: 3 clusters Score -1187750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1187757.500000 Penalty: 890.084717
	Iteration 35Q: 3 clusters Score -1187758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1187770.250000 Penalty: 890.084717
	Iteration 36Q: 3 clusters Score -1187770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1187772.375000 Penalty: 890.084717
	Iteration 37Q: 3 clusters Score -1187772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1187777.250000 Penalty: 890.084717
	Iteration 38Q: 3 clusters Score -1187777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1187784.750000 Penalty: 890.084717
	Iteration 39Q: 3 clusters Score -1187785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1187787.125000 Penalty: 890.084717
	Iteration 40F: 3 clusters Score -1187787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1187791.750000 Penalty: 890.084717
	Iteration 41Q: 3 clusters Score -1187792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1187800.125000 Penalty: 890.084717
	Iteration 42Q: 3 clusters Score -1187800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1187808.375000 Penalty: 890.084717
	Iteration 43Q: 3 clusters Score -1187808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1187808.625000 Penalty: 890.084717
	Iteration 44Q: 3 clusters Score -1187809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1187810.375000 Penalty: 890.084717
	Iteration 45Q: 3 clusters Score -1187810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1187813.375000 Penalty: 890.084717
	Iteration 46Q: 3 clusters Score -1187813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1187816.625000 Penalty: 890.084717
	Iteration 47Q: 3 clusters Score -1187817 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1187818.250000 Penalty: 890.084717
	Iteration 48Q: 3 clusters Score -1187818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1187819.125000 Penalty: 890.084717
	Iteration 49Q: 3 clusters Score -1187819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1187821.500000 Penalty: 890.084717
	Iteration 50Q: 3 clusters Score -1187822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1187825.750000 Penalty: 890.084717
	Iteration 51Q: 3 clusters Score -1187826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1187828.500000 Penalty: 890.084717
	Iteration 52Q: 3 clusters Score -1187828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1187829.375000 Penalty: 890.084717
	Iteration 53Q: 3 clusters Score -1187829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1187831.250000 Penalty: 890.084717
	Iteration 54Q: 3 clusters Score -1187831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1187836.375000 Penalty: 890.084717
	Iteration 55Q: 3 clusters Score -1187836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1187835.625000 Penalty: 890.084717
	Iteration 56Q: 3 clusters Score -1187836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1187841.500000 Penalty: 890.084717
	Iteration 57Q: 3 clusters Score -1187842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1187845.125000 Penalty: 890.084717
	Iteration 58Q: 3 clusters Score -1187845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1187853.750000 Penalty: 890.084717
	Iteration 59Q: 3 clusters Score -1187854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1187853.625000 Penalty: 890.084717
	Iteration 60F: 3 clusters Score -1187854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1187860.750000 Penalty: 890.084717
	Iteration 61Q: 3 clusters Score -1187861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1187864.375000 Penalty: 890.084717
	Iteration 62Q: 3 clusters Score -1187864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1187876.750000 Penalty: 890.084717
	Iteration 63Q: 3 clusters Score -1187877 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1187888.000000 Penalty: 890.084717
	Iteration 64Q: 3 clusters Score -1187888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1187902.125000 Penalty: 890.084717
	Iteration 65Q: 3 clusters Score -1187902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1187916.750000 Penalty: 890.084717
	Iteration 66Q: 3 clusters Score -1187917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1187935.250000 Penalty: 890.084717
	Iteration 67Q: 3 clusters Score -1187935 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1187948.250000 Penalty: 890.084717
	Iteration 68Q: 3 clusters Score -1187948 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1187971.625000 Penalty: 890.084717
	Iteration 69Q: 3 clusters Score -1187972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1187999.000000 Penalty: 890.084717
	Iteration 70Q: 3 clusters Score -1187999 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1188030.125000 Penalty: 890.084717
	Iteration 71Q: 3 clusters Score -1188030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1188068.750000 Penalty: 890.084717
	Iteration 72Q: 3 clusters Score -1188069 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1188120.625000 Penalty: 890.084717
	Iteration 73Q: 3 clusters Score -1188121 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1188168.625000 Penalty: 890.084717
	Iteration 74Q: 3 clusters Score -1188169 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1188213.375000 Penalty: 890.084717
	Iteration 75Q: 3 clusters Score -1188213 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1188253.875000 Penalty: 890.084717
	Iteration 76Q: 3 clusters Score -1188254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1188294.125000 Penalty: 890.084717
	Iteration 77Q: 3 clusters Score -1188294 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1188344.375000 Penalty: 890.084717
	Iteration 78Q: 3 clusters Score -1188344 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1188398.625000 Penalty: 890.084717
	Iteration 79Q: 3 clusters Score -1188399 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1188451.500000 Penalty: 890.084717
	Iteration 80F: 3 clusters Score -1188452 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1188514.000000 Penalty: 890.084717
	Iteration 81Q: 3 clusters Score -1188514 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1188584.625000 Penalty: 890.084717
	Iteration 82Q: 3 clusters Score -1188585 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1188657.500000 Penalty: 890.084717
	Iteration 83Q: 3 clusters Score -1188658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1188721.125000 Penalty: 890.084717
	Iteration 84Q: 3 clusters Score -1188721 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1188790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1188850.875000 Penalty: 890.084717
	Iteration 86Q: 3 clusters Score -1188851 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1188910 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1188962.875000 Penalty: 890.084717
	Iteration 88Q: 3 clusters Score -1188963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1189011.500000 Penalty: 890.084717
	Iteration 89Q: 3 clusters Score -1189012 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1189055.750000 Penalty: 890.084717
	Iteration 90Q: 3 clusters Score -1189056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1189094.125000 Penalty: 890.084717
	Iteration 91Q: 3 clusters Score -1189094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1189138.375000 Penalty: 890.084717
	Iteration 92Q: 3 clusters Score -1189138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1189189.125000 Penalty: 890.084717
	Iteration 93Q: 3 clusters Score -1189189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1189228.875000 Penalty: 890.084717
	Iteration 94Q: 3 clusters Score -1189229 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1189267.000000 Penalty: 890.084717
	Iteration 95Q: 3 clusters Score -1189267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1189301.875000 Penalty: 890.084717
	Iteration 96Q: 3 clusters Score -1189302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1189323.250000 Penalty: 890.084717
	Iteration 97Q: 3 clusters Score -1189323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1189343.250000 Penalty: 890.084717
	Iteration 98Q: 3 clusters Score -1189343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1189357.000000 Penalty: 890.084717
	Iteration 99Q: 3 clusters Score -1189357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1189370.125000 Penalty: 890.084717
	Iteration 100F: 3 clusters Score -1189370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1189380.000000 Penalty: 890.084717
	Iteration 101Q: 3 clusters Score -1189380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1189394.625000 Penalty: 890.084717
	Iteration 102Q: 3 clusters Score -1189395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1189407.250000 Penalty: 890.084717
	Iteration 103Q: 3 clusters Score -1189407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1189417.625000 Penalty: 890.084717
	Iteration 104Q: 3 clusters Score -1189418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1189435.375000 Penalty: 890.084717
	Iteration 105Q: 3 clusters Score -1189435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1189443.000000 Penalty: 890.084717
	Iteration 106Q: 3 clusters Score -1189443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1189450.625000 Penalty: 890.084717
	Iteration 107Q: 3 clusters Score -1189451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1189457.125000 Penalty: 890.084717
	Iteration 108Q: 3 clusters Score -1189457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1189464.750000 Penalty: 890.084717
	Iteration 109Q: 3 clusters Score -1189465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1189467.875000 Penalty: 890.084717
	Iteration 110Q: 3 clusters Score -1189468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1189472.750000 Penalty: 890.084717
	Iteration 111Q: 3 clusters Score -1189473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1189481.625000 Penalty: 890.084717
	Iteration 112Q: 3 clusters Score -1189482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1189487.125000 Penalty: 890.084717
	Iteration 113Q: 3 clusters Score -1189487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1189490.000000 Penalty: 890.084717
	Iteration 114Q: 3 clusters Score -1189490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1189491.875000 Penalty: 890.084717
	Iteration 115Q: 3 clusters Score -1189492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1189491.875000 Penalty: 890.084717
	Iteration 116Q: 3 clusters Score -1189492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1189492.250000 Penalty: 890.084717
	Iteration 117Q: 3 clusters Score -1189492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1189493.000000 Penalty: 890.084717
	Iteration 118Q: 3 clusters Score -1189493 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1189494.125000 Penalty: 890.084717
	Iteration 119Q: 3 clusters Score -1189494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1189493.625000 Penalty: 890.084717
	Iteration 120F: 3 clusters Score -1189494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1189494.625000 Penalty: 890.084717
	Iteration 121Q: 3 clusters Score -1189495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1189494.625000 Penalty: 890.084717
	Iteration 122F: 3 clusters Score -1189495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -421609.781250 Penalty: 399.929565
	Iteration 0F: 2 clusters Score -421609.8 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 3231 members 
Entering Unmasked Estep 
Score: -417195.750000 Penalty: 799.859131
	Iteration 0F: 3 clusters Score -417195.8 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -418905.312500 Penalty: 799.859131
	Iteration 1F: 3 clusters Score -418905.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -419166.437500 Penalty: 799.859131
	Iteration 2F: 3 clusters Score -419166.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -419536.968750 Penalty: 799.859131
	Iteration 3F: 3 clusters Score -419537 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -420051.312500 Penalty: 799.859131
	Iteration 4F: 3 clusters Score -420051.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -420609.125000 Penalty: 799.859131
	Iteration 5F: 3 clusters Score -420609.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -420987.281250 Penalty: 799.859131
	Iteration 6F: 3 clusters Score -420987.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -421128.250000 Penalty: 799.859131
	Iteration 7Q: 3 clusters Score -421128.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -421182.343750 Penalty: 799.859131
	Iteration 8Q: 3 clusters Score -421182.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -421212.875000 Penalty: 799.859131
	Iteration 9Q: 3 clusters Score -421212.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -421228.187500 Penalty: 799.859131
	Iteration 10Q: 3 clusters Score -421228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -421236.937500 Penalty: 799.859131
	Iteration 11Q: 3 clusters Score -421236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -421242.343750 Penalty: 799.859131
	Iteration 12Q: 3 clusters Score -421242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -421246.093750 Penalty: 799.859131
	Iteration 13Q: 3 clusters Score -421246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -421249.781250 Penalty: 799.859131
	Iteration 14Q: 3 clusters Score -421249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -421253.218750 Penalty: 799.859131
	Iteration 15Q: 3 clusters Score -421253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -421258.843750 Penalty: 799.859131
	Iteration 16Q: 3 clusters Score -421258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -421260.906250 Penalty: 799.859131
	Iteration 17Q: 3 clusters Score -421260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -421262.125000 Penalty: 799.859131
	Iteration 18Q: 3 clusters Score -421262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -421262.781250 Penalty: 799.859131
	Iteration 19Q: 3 clusters Score -421262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -421262.781250 Penalty: 799.859131
	Iteration 20F: 3 clusters Score -421262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -50199.175781 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -50199.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -49438.140625 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -49438.14 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -49696.582031 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -49696.58 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49766.949219 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -49766.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49817.296875 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -49817.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49858.421875 Penalty: 625.833923
	Iteration 4F: 3 clusters Score -49858.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49895.054688 Penalty: 625.833923
	Iteration 5F: 3 clusters Score -49895.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49927.968750 Penalty: 625.833923
	Iteration 6Q: 3 clusters Score -49927.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49952.855469 Penalty: 625.833923
	Iteration 7Q: 3 clusters Score -49952.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49970.546875 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -49970.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49984.675781 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -49984.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50001.730469 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -50001.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50018.570312 Penalty: 625.833923
	Iteration 11Q: 3 clusters Score -50018.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50033.125000 Penalty: 625.833923
	Iteration 12Q: 3 clusters Score -50033.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50037.605469 Penalty: 625.833923
	Iteration 13Q: 3 clusters Score -50037.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50041.234375 Penalty: 625.833923
	Iteration 14Q: 3 clusters Score -50041.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50042.679688 Penalty: 625.833923
	Iteration 15Q: 3 clusters Score -50042.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50043.597656 Penalty: 625.833923
	Iteration 16Q: 3 clusters Score -50043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50043.597656 Penalty: 625.833923
	Iteration 17F: 3 clusters Score -50043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Entering Unmasked Estep 
Score: -292374.093750 Penalty: 389.194153
	Iteration 0F: 2 clusters Score -292374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -288955.062500 Penalty: 778.388306
	Iteration 0F: 3 clusters Score -288955.1 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -290656.156250 Penalty: 778.388306
	Iteration 1F: 3 clusters Score -290656.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -291128.250000 Penalty: 778.388306
	Iteration 2F: 3 clusters Score -291128.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -291503.156250 Penalty: 778.388306
	Iteration 3F: 3 clusters Score -291503.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -291768.187500 Penalty: 778.388306
	Iteration 4F: 3 clusters Score -291768.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -291927.781250 Penalty: 778.388306
	Iteration 5F: 3 clusters Score -291927.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292015.437500 Penalty: 778.388306
	Iteration 6Q: 3 clusters Score -292015.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -292089.500000 Penalty: 778.388306
	Iteration 7Q: 3 clusters Score -292089.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -292165.687500 Penalty: 778.388306
	Iteration 8Q: 3 clusters Score -292165.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -292239.093750 Penalty: 778.388306
	Iteration 9Q: 3 clusters Score -292239.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -292292.593750 Penalty: 778.388306
	Iteration 10Q: 3 clusters Score -292292.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292331.656250 Penalty: 778.388306
	Iteration 11Q: 3 clusters Score -292331.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -292365.562500 Penalty: 778.388306
	Iteration 12Q: 3 clusters Score -292365.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -292397.625000 Penalty: 778.388306
	Iteration 13Q: 3 clusters Score -292397.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -292425.656250 Penalty: 778.388306
	Iteration 14Q: 3 clusters Score -292425.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -292455.031250 Penalty: 778.388306
	Iteration 15Q: 3 clusters Score -292455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -292472.906250 Penalty: 778.388306
	Iteration 16Q: 3 clusters Score -292472.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -292484.843750 Penalty: 778.388306
	Iteration 17Q: 3 clusters Score -292484.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -292496.656250 Penalty: 778.388306
	Iteration 18Q: 3 clusters Score -292496.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -292502.375000 Penalty: 778.388306
	Iteration 19Q: 3 clusters Score -292502.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -292506.187500 Penalty: 778.388306
	Iteration 20F: 3 clusters Score -292506.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -292510.375000 Penalty: 778.388306
	Iteration 21Q: 3 clusters Score -292510.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -292519.718750 Penalty: 778.388306
	Iteration 22Q: 3 clusters Score -292519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -292522.656250 Penalty: 778.388306
	Iteration 23Q: 3 clusters Score -292522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -292523.843750 Penalty: 778.388306
	Iteration 24Q: 3 clusters Score -292523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -292524.656250 Penalty: 778.388306
	Iteration 25Q: 3 clusters Score -292524.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -292525.750000 Penalty: 778.388306
	Iteration 26Q: 3 clusters Score -292525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -292526.812500 Penalty: 778.388306
	Iteration 27Q: 3 clusters Score -292526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -292528.000000 Penalty: 778.388306
	Iteration 28Q: 3 clusters Score -292528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -292528.906250 Penalty: 778.388306
	Iteration 29Q: 3 clusters Score -292528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -292529.156250 Penalty: 778.388306
	Iteration 30Q: 3 clusters Score -292529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -292530.187500 Penalty: 778.388306
	Iteration 31Q: 3 clusters Score -292530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -292530.406250 Penalty: 778.388306
	Iteration 32Q: 3 clusters Score -292530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -292530.468750 Penalty: 778.388306
	Iteration 33Q: 3 clusters Score -292530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -292531.312500 Penalty: 778.388306
	Iteration 34Q: 3 clusters Score -292531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -292531.781250 Penalty: 778.388306
	Iteration 35Q: 3 clusters Score -292531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -292532.718750 Penalty: 778.388306
	Iteration 36Q: 3 clusters Score -292532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -292532.562500 Penalty: 778.388306
	Iteration 37Q: 3 clusters Score -292532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -292532.562500 Penalty: 778.388306
	Iteration 38F: 3 clusters Score -292532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 22017 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 4753 members 
Mstep: Class 28 contains 73811 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 35777 members 
Mstep: Class 31 contains 72670 members 
Mstep: Class 32 contains 4385 members 
Mstep: Class 33 contains 1620 members 
Mstep: Class 34 contains 433 members 
Entering Unmasked Estep 
Score: -42201204.000000 Penalty: 20813.578125
Splitting cluster 27 changes total score from -42196548.000000 to -42201204.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 18 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 22017 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 37505 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 17697 members 
Mstep: Class 25 contains 6566 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 396.645508 but Gain 612.164062
Score: -42206788.000000 Penalty: 20201.414062
Iteration 79Q: 34 clusters Score -4.220679e+07 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 49745 members 
Mstep: Class 3 contains 16005 members 
Mstep: Class 4 contains 135 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 78611 members 
Mstep: Class 8 contains 562 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 35347 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 12 contains 21816 members 
Mstep: Class 13 contains 56301 members 
Mstep: Class 14 contains 43607 members 
Mstep: Class 15 contains 40138 members 
Mstep: Class 16 contains 37619 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 895 members 
Mstep: Class 24 contains 18266 members 
Mstep: Class 25 contains 6597 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 4833 members 
Mstep: Class 28 contains 73217 members 
Mstep: Class 29 contains 45 members 
Mstep: Class 30 contains 35381 members 
Mstep: Class 31 contains 71882 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 539.131897 but Gain 612.164062
Score: -42210768.000000 Penalty: 19589.250000
Iteration 80F: 33 clusters Score -4.221077e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 49357 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 77613 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 34726 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 21683 members 
Mstep: Class 13 contains 57410 members 
Mstep: Class 14 contains 43599 members 
Mstep: Class 15 contains 40138 members 
Mstep: Class 16 contains 37103 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 400 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 18852 members 
Mstep: Class 25 contains 6400 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 4804 members 
Mstep: Class 28 contains 74892 members 
Mstep: Class 30 contains 35143 members 
Mstep: Class 31 contains 72224 members 
Mstep: Class 32 contains 4454 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213300.000000 Penalty: 19589.250000
Iteration 81Q: 33 clusters Score -4.22133e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 50108 members 
Mstep: Class 3 contains 15140 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 76362 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 34079 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 21624 members 
Mstep: Class 13 contains 58491 members 
Mstep: Class 14 contains 43596 members 
Mstep: Class 15 contains 40153 members 
Mstep: Class 16 contains 36635 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 6229 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 4761 members 
Mstep: Class 28 contains 75837 members 
Mstep: Class 30 contains 34904 members 
Mstep: Class 31 contains 72323 members 
Mstep: Class 32 contains 4523 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215132.000000 Penalty: 19589.250000
Iteration 82Q: 33 clusters Score -4.221513e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 51118 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 75112 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 33334 members 
Mstep: Class 11 contains 4488 members 
Mstep: Class 12 contains 21601 members 
Mstep: Class 13 contains 59568 members 
Mstep: Class 14 contains 43592 members 
Mstep: Class 15 contains 40151 members 
Mstep: Class 16 contains 36175 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 811 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 630 members 
Mstep: Class 24 contains 20015 members 
Mstep: Class 25 contains 6071 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 76568 members 
Mstep: Class 30 contains 34653 members 
Mstep: Class 31 contains 72396 members 
Mstep: Class 32 contains 4583 members 
Mstep: Class 33 contains 1853 members 
Mstep: Class 34 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 603.598450 but Gain 612.164062
Score: -42216812.000000 Penalty: 18977.085938
Iteration 83Q: 32 clusters Score -4.221681e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 52366 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 74219 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 32638 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 21601 members 
Mstep: Class 13 contains 60801 members 
Mstep: Class 14 contains 43607 members 
Mstep: Class 15 contains 40202 members 
Mstep: Class 16 contains 35744 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 24 contains 20640 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 76990 members 
Mstep: Class 30 contains 34403 members 
Mstep: Class 31 contains 72498 members 
Mstep: Class 32 contains 4632 members 
Mstep: Class 33 contains 1931 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218492.000000 Penalty: 18977.085938
Iteration 84Q: 32 clusters Score -4.221849e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 53673 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 29601 members 
Mstep: Class 6 contains 73352 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 5044 members 
Mstep: Class 10 contains 31957 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 61773 members 
Mstep: Class 14 contains 43600 members 
Mstep: Class 15 contains 40267 members 
Mstep: Class 16 contains 35344 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 2470 members 
Mstep: Class 24 contains 21267 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 4648 members 
Mstep: Class 28 contains 77193 members 
Mstep: Class 30 contains 34138 members 
Mstep: Class 31 contains 72443 members 
Mstep: Class 32 contains 4693 members 
Mstep: Class 33 contains 2004 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219620.000000 Penalty: 18977.085938
Iteration 85Q: 32 clusters Score -4.221962e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 54986 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 29553 members 
Mstep: Class 6 contains 72753 members 
Mstep: Class 8 contains 1033 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 31406 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 21588 members 
Mstep: Class 13 contains 62710 members 
Mstep: Class 14 contains 43610 members 
Mstep: Class 15 contains 40356 members 
Mstep: Class 16 contains 34950 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 24 contains 21880 members 
Mstep: Class 25 contains 5616 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 4603 members 
Mstep: Class 28 contains 76932 members 
Mstep: Class 30 contains 33894 members 
Mstep: Class 31 contains 72437 members 
Mstep: Class 32 contains 4750 members 
Mstep: Class 33 contains 2084 members 
Mstep: Class 34 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220972.000000 Penalty: 18977.085938
Iteration 86Q: 32 clusters Score -4.222097e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 56189 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 29507 members 
Mstep: Class 6 contains 72393 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 30892 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 21615 members 
Mstep: Class 13 contains 63603 members 
Mstep: Class 14 contains 43621 members 
Mstep: Class 15 contains 40420 members 
Mstep: Class 16 contains 34567 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 906 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 24 contains 22500 members 
Mstep: Class 25 contains 5472 members 
Mstep: Class 26 contains 951 members 
Mstep: Class 27 contains 4556 members 
Mstep: Class 28 contains 76481 members 
Mstep: Class 30 contains 33696 members 
Mstep: Class 31 contains 72457 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 2158 members 
Mstep: Class 34 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221944.000000 Penalty: 18977.085938
Iteration 87Q: 32 clusters Score -4.222194e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 57142 members 
Mstep: Class 3 contains 11843 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 72318 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 30426 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 21670 members 
Mstep: Class 13 contains 64402 members 
Mstep: Class 14 contains 43631 members 
Mstep: Class 15 contains 40471 members 
Mstep: Class 16 contains 34213 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 24 contains 23147 members 
Mstep: Class 25 contains 5357 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4501 members 
Mstep: Class 28 contains 75970 members 
Mstep: Class 30 contains 33532 members 
Mstep: Class 31 contains 72425 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 2240 members 
Mstep: Class 34 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222840.000000 Penalty: 18977.085938
Iteration 88Q: 32 clusters Score -4.222284e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 57963 members 
Mstep: Class 3 contains 11302 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 29403 members 
Mstep: Class 6 contains 72432 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 29934 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 21718 members 
Mstep: Class 13 contains 65103 members 
Mstep: Class 14 contains 43637 members 
Mstep: Class 15 contains 40519 members 
Mstep: Class 16 contains 33857 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 24 contains 23857 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 4429 members 
Mstep: Class 28 contains 75470 members 
Mstep: Class 30 contains 33396 members 
Mstep: Class 31 contains 72327 members 
Mstep: Class 32 contains 4975 members 
Mstep: Class 33 contains 2318 members 
Mstep: Class 34 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223996.000000 Penalty: 18977.085938
Iteration 89Q: 32 clusters Score -4.2224e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 58511 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 159 members 
Mstep: Class 5 contains 29347 members 
Mstep: Class 6 contains 72838 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 29444 members 
Mstep: Class 11 contains 3785 members 
Mstep: Class 12 contains 21723 members 
Mstep: Class 13 contains 65756 members 
Mstep: Class 14 contains 43627 members 
Mstep: Class 15 contains 40579 members 
Mstep: Class 16 contains 33521 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 24 contains 24624 members 
Mstep: Class 25 contains 5154 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 75033 members 
Mstep: Class 30 contains 33264 members 
Mstep: Class 31 contains 72163 members 
Mstep: Class 32 contains 5045 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224908.000000 Penalty: 18977.085938
Iteration 90Q: 32 clusters Score -4.222491e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 58981 members 
Mstep: Class 3 contains 10252 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 29273 members 
Mstep: Class 6 contains 73471 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 28951 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 21711 members 
Mstep: Class 13 contains 66313 members 
Mstep: Class 14 contains 43611 members 
Mstep: Class 15 contains 40639 members 
Mstep: Class 16 contains 33181 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 950 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 24 contains 25375 members 
Mstep: Class 25 contains 5088 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 4327 members 
Mstep: Class 28 contains 74596 members 
Mstep: Class 30 contains 33137 members 
Mstep: Class 31 contains 71958 members 
Mstep: Class 32 contains 5110 members 
Mstep: Class 33 contains 2489 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226120.000000 Penalty: 18977.085938
Iteration 91Q: 32 clusters Score -4.222612e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 59270 members 
Mstep: Class 3 contains 9734 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 29197 members 
Mstep: Class 6 contains 74379 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3630 members 
Mstep: Class 12 contains 21701 members 
Mstep: Class 13 contains 66844 members 
Mstep: Class 14 contains 43589 members 
Mstep: Class 15 contains 40679 members 
Mstep: Class 16 contains 32853 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 24 contains 26144 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 74266 members 
Mstep: Class 30 contains 33029 members 
Mstep: Class 31 contains 71656 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227104.000000 Penalty: 18977.085938
Iteration 92Q: 32 clusters Score -4.22271e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 59383 members 
Mstep: Class 3 contains 9246 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 75252 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 27675 members 
Mstep: Class 11 contains 3535 members 
Mstep: Class 12 contains 21659 members 
Mstep: Class 13 contains 67334 members 
Mstep: Class 14 contains 43548 members 
Mstep: Class 15 contains 40701 members 
Mstep: Class 16 contains 32575 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 24 contains 26910 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 74454 members 
Mstep: Class 30 contains 32956 members 
Mstep: Class 31 contains 71193 members 
Mstep: Class 32 contains 5283 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228144.000000 Penalty: 18977.085938
Iteration 93Q: 32 clusters Score -4.222814e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 59516 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 29012 members 
Mstep: Class 6 contains 75843 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 26888 members 
Mstep: Class 11 contains 3446 members 
Mstep: Class 12 contains 21630 members 
Mstep: Class 13 contains 67807 members 
Mstep: Class 14 contains 43494 members 
Mstep: Class 15 contains 40701 members 
Mstep: Class 16 contains 32312 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 24 contains 27669 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 4096 members 
Mstep: Class 28 contains 75090 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 70595 members 
Mstep: Class 32 contains 5381 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228768.000000 Penalty: 18977.085938
Iteration 94Q: 32 clusters Score -4.222877e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 59854 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 28895 members 
Mstep: Class 6 contains 76130 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 5834 members 
Mstep: Class 10 contains 26042 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 21601 members 
Mstep: Class 13 contains 68227 members 
Mstep: Class 14 contains 43420 members 
Mstep: Class 15 contains 40711 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1619 members 
Mstep: Class 24 contains 28438 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 4042 members 
Mstep: Class 28 contains 76073 members 
Mstep: Class 30 contains 32829 members 
Mstep: Class 31 contains 69892 members 
Mstep: Class 32 contains 5456 members 
Mstep: Class 33 contains 2795 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229572.000000 Penalty: 18977.085938
Iteration 95Q: 32 clusters Score -4.222957e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 60382 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 28785 members 
Mstep: Class 6 contains 76008 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 25179 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 21568 members 
Mstep: Class 13 contains 68633 members 
Mstep: Class 14 contains 43355 members 
Mstep: Class 15 contains 40723 members 
Mstep: Class 16 contains 31772 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 24 contains 29161 members 
Mstep: Class 25 contains 4707 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 77395 members 
Mstep: Class 30 contains 32767 members 
Mstep: Class 31 contains 69074 members 
Mstep: Class 32 contains 5538 members 
Mstep: Class 33 contains 2844 members 
Mstep: Class 34 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229856.000000 Penalty: 18977.085938
Iteration 96Q: 32 clusters Score -4.222986e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 61249 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 28663 members 
Mstep: Class 6 contains 75588 members 
Mstep: Class 8 contains 1320 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 24342 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 21512 members 
Mstep: Class 13 contains 69020 members 
Mstep: Class 14 contains 43311 members 
Mstep: Class 15 contains 40707 members 
Mstep: Class 16 contains 31530 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 22 contains 1547 members 
Mstep: Class 24 contains 29813 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 3934 members 
Mstep: Class 28 contains 78731 members 
Mstep: Class 30 contains 32719 members 
Mstep: Class 31 contains 68187 members 
Mstep: Class 32 contains 5621 members 
Mstep: Class 33 contains 2897 members 
Mstep: Class 34 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230092.000000 Penalty: 18977.085938
Iteration 97Q: 32 clusters Score -4.223009e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 62321 members 
Mstep: Class 3 contains 7064 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 74976 members 
Mstep: Class 8 contains 1334 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 23502 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 21456 members 
Mstep: Class 13 contains 69409 members 
Mstep: Class 14 contains 43290 members 
Mstep: Class 15 contains 40714 members 
Mstep: Class 16 contains 31280 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 24 contains 30485 members 
Mstep: Class 25 contains 4537 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 79933 members 
Mstep: Class 30 contains 32662 members 
Mstep: Class 31 contains 67341 members 
Mstep: Class 32 contains 5692 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230584.000000 Penalty: 18977.085938
Iteration 98Q: 32 clusters Score -4.223058e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 63710 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 28426 members 
Mstep: Class 6 contains 74310 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 22771 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 69784 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 40712 members 
Mstep: Class 16 contains 31041 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 1483 members 
Mstep: Class 24 contains 31104 members 
Mstep: Class 25 contains 4459 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 80804 members 
Mstep: Class 30 contains 32595 members 
Mstep: Class 31 contains 66470 members 
Mstep: Class 32 contains 5767 members 
Mstep: Class 33 contains 2955 members 
Mstep: Class 34 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231420.000000 Penalty: 18977.085938
Iteration 99Q: 32 clusters Score -4.223142e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 65162 members 
Mstep: Class 3 contains 6328 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 28305 members 
Mstep: Class 6 contains 73722 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 22117 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 21367 members 
Mstep: Class 13 contains 70149 members 
Mstep: Class 14 contains 43268 members 
Mstep: Class 15 contains 40688 members 
Mstep: Class 16 contains 30821 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 24 contains 31718 members 
Mstep: Class 25 contains 4379 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 3787 members 
Mstep: Class 28 contains 81438 members 
Mstep: Class 30 contains 32555 members 
Mstep: Class 31 contains 65544 members 
Mstep: Class 32 contains 5836 members 
Mstep: Class 33 contains 2969 members 
Mstep: Class 34 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232836.000000 Penalty: 18977.085938
Iteration 100F: 32 clusters Score -4.223284e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 66597 members 
Mstep: Class 3 contains 6012 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 5 contains 28188 members 
Mstep: Class 6 contains 72626 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 21458 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 21329 members 
Mstep: Class 13 contains 70518 members 
Mstep: Class 14 contains 43265 members 
Mstep: Class 15 contains 40677 members 
Mstep: Class 16 contains 30501 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 1439 members 
Mstep: Class 24 contains 32404 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 3726 members 
Mstep: Class 28 contains 82635 members 
Mstep: Class 30 contains 32483 members 
Mstep: Class 31 contains 64588 members 
Mstep: Class 32 contains 5903 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233688.000000 Penalty: 18977.085938
Iteration 101Q: 32 clusters Score -4.223369e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 68093 members 
Mstep: Class 3 contains 5750 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 28077 members 
Mstep: Class 6 contains 71561 members 
Mstep: Class 8 contains 1509 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 20916 members 
Mstep: Class 11 contains 3066 members 
Mstep: Class 12 contains 21281 members 
Mstep: Class 13 contains 70948 members 
Mstep: Class 14 contains 43259 members 
Mstep: Class 15 contains 40678 members 
Mstep: Class 16 contains 30209 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 24 contains 33086 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 83514 members 
Mstep: Class 30 contains 32400 members 
Mstep: Class 31 contains 63632 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 3086 members 
Mstep: Class 34 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234484.000000 Penalty: 18977.085938
Iteration 102Q: 32 clusters Score -4.223448e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 69644 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27968 members 
Mstep: Class 6 contains 70363 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 6070 members 
Mstep: Class 10 contains 20399 members 
Mstep: Class 11 contains 3000 members 
Mstep: Class 12 contains 21238 members 
Mstep: Class 13 contains 71397 members 
Mstep: Class 14 contains 43263 members 
Mstep: Class 15 contains 40677 members 
Mstep: Class 16 contains 29928 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 1410 members 
Mstep: Class 24 contains 33745 members 
Mstep: Class 25 contains 4163 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 84410 members 
Mstep: Class 30 contains 32326 members 
Mstep: Class 31 contains 62636 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 3127 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234748.000000 Penalty: 18977.085938
Iteration 103Q: 32 clusters Score -4.223475e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 71220 members 
Mstep: Class 3 contains 5277 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27860 members 
Mstep: Class 6 contains 69198 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 6085 members 
Mstep: Class 10 contains 19922 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 21175 members 
Mstep: Class 13 contains 71898 members 
Mstep: Class 14 contains 43249 members 
Mstep: Class 15 contains 40664 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 24 contains 34343 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 85208 members 
Mstep: Class 30 contains 32257 members 
Mstep: Class 31 contains 61656 members 
Mstep: Class 32 contains 6080 members 
Mstep: Class 33 contains 3176 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234924.000000 Penalty: 18977.085938
Iteration 104Q: 32 clusters Score -4.223492e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 72910 members 
Mstep: Class 3 contains 5076 members 
Mstep: Class 4 contains 165 members 
Mstep: Class 5 contains 27770 members 
Mstep: Class 6 contains 67971 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 19522 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 21135 members 
Mstep: Class 13 contains 72351 members 
Mstep: Class 14 contains 43229 members 
Mstep: Class 15 contains 40645 members 
Mstep: Class 16 contains 29324 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 24 contains 34890 members 
Mstep: Class 25 contains 4022 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 85957 members 
Mstep: Class 30 contains 32185 members 
Mstep: Class 31 contains 60631 members 
Mstep: Class 32 contains 6127 members 
Mstep: Class 33 contains 3215 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235612.000000 Penalty: 18977.085938
Iteration 105Q: 32 clusters Score -4.223561e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 74635 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27676 members 
Mstep: Class 6 contains 66743 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 6104 members 
Mstep: Class 10 contains 19166 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 21087 members 
Mstep: Class 13 contains 72801 members 
Mstep: Class 14 contains 43213 members 
Mstep: Class 15 contains 40647 members 
Mstep: Class 16 contains 29025 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 1702 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 1332 members 
Mstep: Class 24 contains 35410 members 
Mstep: Class 25 contains 3966 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 86609 members 
Mstep: Class 30 contains 32084 members 
Mstep: Class 31 contains 59628 members 
Mstep: Class 32 contains 6170 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235812.000000 Penalty: 18977.085938
Iteration 106Q: 32 clusters Score -4.223581e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 76409 members 
Mstep: Class 3 contains 4729 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27599 members 
Mstep: Class 6 contains 65458 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 18875 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 21187 members 
Mstep: Class 13 contains 73162 members 
Mstep: Class 14 contains 43189 members 
Mstep: Class 15 contains 40668 members 
Mstep: Class 16 contains 28740 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 1309 members 
Mstep: Class 24 contains 35916 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 87105 members 
Mstep: Class 30 contains 31970 members 
Mstep: Class 31 contains 58631 members 
Mstep: Class 32 contains 6222 members 
Mstep: Class 33 contains 3299 members 
Mstep: Class 34 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236276.000000 Penalty: 18977.085938
Iteration 107Q: 32 clusters Score -4.223628e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 78305 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27529 members 
Mstep: Class 6 contains 64140 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 18585 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 21303 members 
Mstep: Class 13 contains 73512 members 
Mstep: Class 14 contains 43190 members 
Mstep: Class 15 contains 40699 members 
Mstep: Class 16 contains 28455 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 24 contains 36419 members 
Mstep: Class 25 contains 3855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3519 members 
Mstep: Class 28 contains 87409 members 
Mstep: Class 30 contains 31859 members 
Mstep: Class 31 contains 57704 members 
Mstep: Class 32 contains 6259 members 
Mstep: Class 33 contains 3325 members 
Mstep: Class 34 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236336.000000 Penalty: 18977.085938
Iteration 108Q: 32 clusters Score -4.223634e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 80262 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27474 members 
Mstep: Class 6 contains 62884 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 73833 members 
Mstep: Class 14 contains 43202 members 
Mstep: Class 15 contains 40729 members 
Mstep: Class 16 contains 28180 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 24 contains 36873 members 
Mstep: Class 25 contains 3808 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 87579 members 
Mstep: Class 30 contains 31729 members 
Mstep: Class 31 contains 56813 members 
Mstep: Class 32 contains 6297 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236528.000000 Penalty: 18977.085938
Iteration 109Q: 32 clusters Score -4.223653e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 82219 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27414 members 
Mstep: Class 6 contains 61723 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 2592 members 
Mstep: Class 12 contains 21666 members 
Mstep: Class 13 contains 74166 members 
Mstep: Class 14 contains 43198 members 
Mstep: Class 15 contains 40750 members 
Mstep: Class 16 contains 27935 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 24 contains 37239 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 87768 members 
Mstep: Class 30 contains 31619 members 
Mstep: Class 31 contains 55847 members 
Mstep: Class 32 contains 6320 members 
Mstep: Class 33 contains 3373 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236324.000000 Penalty: 18977.085938
Iteration 110Q: 32 clusters Score -4.223632e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 84250 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27353 members 
Mstep: Class 6 contains 60545 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 6068 members 
Mstep: Class 10 contains 17827 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 21864 members 
Mstep: Class 13 contains 74437 members 
Mstep: Class 14 contains 43188 members 
Mstep: Class 15 contains 40768 members 
Mstep: Class 16 contains 27705 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 24 contains 37548 members 
Mstep: Class 25 contains 3723 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 87935 members 
Mstep: Class 30 contains 31504 members 
Mstep: Class 31 contains 54898 members 
Mstep: Class 32 contains 6337 members 
Mstep: Class 33 contains 3411 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236216.000000 Penalty: 18977.085938
Iteration 111Q: 32 clusters Score -4.223622e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 86355 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27295 members 
Mstep: Class 6 contains 59386 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 6029 members 
Mstep: Class 10 contains 17567 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 22082 members 
Mstep: Class 13 contains 74733 members 
Mstep: Class 14 contains 43170 members 
Mstep: Class 15 contains 40771 members 
Mstep: Class 16 contains 27477 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 1304 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3448 members 
Mstep: Class 28 contains 87979 members 
Mstep: Class 30 contains 31378 members 
Mstep: Class 31 contains 53991 members 
Mstep: Class 32 contains 6353 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236004.000000 Penalty: 18977.085938
Iteration 112Q: 32 clusters Score -4.2236e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 88488 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27229 members 
Mstep: Class 6 contains 58310 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 22325 members 
Mstep: Class 13 contains 75049 members 
Mstep: Class 14 contains 43167 members 
Mstep: Class 15 contains 40734 members 
Mstep: Class 16 contains 27281 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 1314 members 
Mstep: Class 24 contains 38041 members 
Mstep: Class 25 contains 3679 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 87813 members 
Mstep: Class 30 contains 31246 members 
Mstep: Class 31 contains 53053 members 
Mstep: Class 32 contains 6370 members 
Mstep: Class 33 contains 3468 members 
Mstep: Class 34 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235692.000000 Penalty: 18977.085938
Iteration 113Q: 32 clusters Score -4.223569e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 90552 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27177 members 
Mstep: Class 6 contains 57270 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5968 members 
Mstep: Class 10 contains 17189 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 22586 members 
Mstep: Class 13 contains 75371 members 
Mstep: Class 14 contains 43167 members 
Mstep: Class 15 contains 40723 members 
Mstep: Class 16 contains 27091 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 24 contains 38275 members 
Mstep: Class 25 contains 3669 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3413 members 
Mstep: Class 28 contains 87574 members 
Mstep: Class 30 contains 31072 members 
Mstep: Class 31 contains 52166 members 
Mstep: Class 32 contains 6378 members 
Mstep: Class 33 contains 3497 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235020.000000 Penalty: 18977.085938
Iteration 114Q: 32 clusters Score -4.223502e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 92489 members 
Mstep: Class 3 contains 3549 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27117 members 
Mstep: Class 6 contains 56255 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 17018 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 22853 members 
Mstep: Class 13 contains 75687 members 
Mstep: Class 14 contains 43158 members 
Mstep: Class 15 contains 40757 members 
Mstep: Class 16 contains 26906 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 1330 members 
Mstep: Class 24 contains 38522 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3400 members 
Mstep: Class 28 contains 87367 members 
Mstep: Class 30 contains 30846 members 
Mstep: Class 31 contains 51351 members 
Mstep: Class 32 contains 6396 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234184.000000 Penalty: 18977.085938
Iteration 115Q: 32 clusters Score -4.223418e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 94447 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27048 members 
Mstep: Class 6 contains 55332 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 16868 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 23146 members 
Mstep: Class 13 contains 75977 members 
Mstep: Class 14 contains 43144 members 
Mstep: Class 15 contains 40792 members 
Mstep: Class 16 contains 26752 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 1339 members 
Mstep: Class 24 contains 38758 members 
Mstep: Class 25 contains 3635 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3386 members 
Mstep: Class 28 contains 87005 members 
Mstep: Class 30 contains 30619 members 
Mstep: Class 31 contains 50533 members 
Mstep: Class 32 contains 6427 members 
Mstep: Class 33 contains 3569 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233288.000000 Penalty: 18977.085938
Iteration 116Q: 32 clusters Score -4.223329e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 96468 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26994 members 
Mstep: Class 6 contains 54419 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 16698 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 23528 members 
Mstep: Class 13 contains 76151 members 
Mstep: Class 14 contains 43139 members 
Mstep: Class 15 contains 40848 members 
Mstep: Class 16 contains 26639 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 24 contains 38932 members 
Mstep: Class 25 contains 3626 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 86557 members 
Mstep: Class 30 contains 30400 members 
Mstep: Class 31 contains 49702 members 
Mstep: Class 32 contains 6460 members 
Mstep: Class 33 contains 3595 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232456.000000 Penalty: 18977.085938
Iteration 117Q: 32 clusters Score -4.223246e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 98495 members 
Mstep: Class 3 contains 3228 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26958 members 
Mstep: Class 6 contains 53459 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 16540 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 23999 members 
Mstep: Class 13 contains 76350 members 
Mstep: Class 14 contains 43128 members 
Mstep: Class 15 contains 40888 members 
Mstep: Class 16 contains 26561 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 24 contains 39121 members 
Mstep: Class 25 contains 3613 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 86008 members 
Mstep: Class 30 contains 30181 members 
Mstep: Class 31 contains 48888 members 
Mstep: Class 32 contains 6488 members 
Mstep: Class 33 contains 3613 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231720.000000 Penalty: 18977.085938
Iteration 118Q: 32 clusters Score -4.223172e+07 nChanged 7075
Entering ConstructFrom: 
Score: -42231720.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -2821434.250000 Penalty: 486.171173
	Iteration 0F: 2 clusters Score -2821434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2792209.750000 Penalty: 972.342346
	Iteration 0F: 3 clusters Score -2792210 nChanged 21142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2804901.500000 Penalty: 972.342346
	Iteration 1F: 3 clusters Score -2804902 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2805708.000000 Penalty: 972.342346
	Iteration 2Q: 3 clusters Score -2805708 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2806893.750000 Penalty: 972.342346
	Iteration 3F: 3 clusters Score -2806894 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2808685.500000 Penalty: 972.342346
	Iteration 4F: 3 clusters Score -2808686 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2811100.250000 Penalty: 972.342346
	Iteration 5F: 3 clusters Score -2811100 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2813457.000000 Penalty: 972.342346
	Iteration 6F: 3 clusters Score -2813457 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2814686.500000 Penalty: 972.342346
	Iteration 7F: 3 clusters Score -2814686 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2815154.000000 Penalty: 972.342346
	Iteration 8Q: 3 clusters Score -2815154 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2815403.000000 Penalty: 972.342346
	Iteration 9Q: 3 clusters Score -2815403 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2815571.500000 Penalty: 972.342346
	Iteration 10Q: 3 clusters Score -2815572 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2815757.250000 Penalty: 972.342346
	Iteration 11Q: 3 clusters Score -2815757 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2815954.500000 Penalty: 972.342346
	Iteration 12Q: 3 clusters Score -2815954 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2816164.750000 Penalty: 972.342346
	Iteration 13Q: 3 clusters Score -2816165 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2816410.500000 Penalty: 972.342346
	Iteration 14Q: 3 clusters Score -2816410 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2816669.750000 Penalty: 972.342346
	Iteration 15Q: 3 clusters Score -2816670 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2816886.250000 Penalty: 972.342346
	Iteration 16Q: 3 clusters Score -2816886 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2817118.250000 Penalty: 972.342346
	Iteration 17Q: 3 clusters Score -2817118 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2817324.500000 Penalty: 972.342346
	Iteration 18Q: 3 clusters Score -2817324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2817506.000000 Penalty: 972.342346
	Iteration 19Q: 3 clusters Score -2817506 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2817673.750000 Penalty: 972.342346
	Iteration 20F: 3 clusters Score -2817674 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2817819.000000 Penalty: 972.342346
	Iteration 21Q: 3 clusters Score -2817819 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2817974.000000 Penalty: 972.342346
	Iteration 22Q: 3 clusters Score -2817974 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2818127.500000 Penalty: 972.342346
	Iteration 23Q: 3 clusters Score -2818128 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2818248.750000 Penalty: 972.342346
	Iteration 24Q: 3 clusters Score -2818249 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2818369.250000 Penalty: 972.342346
	Iteration 25Q: 3 clusters Score -2818369 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2818486.000000 Penalty: 972.342346
	Iteration 26Q: 3 clusters Score -2818486 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2818616.500000 Penalty: 972.342346
	Iteration 27Q: 3 clusters Score -2818616 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2818719.250000 Penalty: 972.342346
	Iteration 28Q: 3 clusters Score -2818719 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2818838.250000 Penalty: 972.342346
	Iteration 29Q: 3 clusters Score -2818838 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2818934.250000 Penalty: 972.342346
	Iteration 30Q: 3 clusters Score -2818934 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2819029.750000 Penalty: 972.342346
	Iteration 31Q: 3 clusters Score -2819030 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2819134.750000 Penalty: 972.342346
	Iteration 32Q: 3 clusters Score -2819135 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2819292.250000 Penalty: 972.342346
	Iteration 33Q: 3 clusters Score -2819292 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2819468.750000 Penalty: 972.342346
	Iteration 34Q: 3 clusters Score -2819469 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2819676.750000 Penalty: 972.342346
	Iteration 35Q: 3 clusters Score -2819677 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2819887.750000 Penalty: 972.342346
	Iteration 36Q: 3 clusters Score -2819888 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2820090.750000 Penalty: 972.342346
	Iteration 37Q: 3 clusters Score -2820091 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2820271.750000 Penalty: 972.342346
	Iteration 38Q: 3 clusters Score -2820272 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2820414.000000 Penalty: 972.342346
	Iteration 39Q: 3 clusters Score -2820414 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2820538.250000 Penalty: 972.342346
	Iteration 40F: 3 clusters Score -2820538 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2820644.250000 Penalty: 972.342346
	Iteration 41Q: 3 clusters Score -2820644 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2820716.750000 Penalty: 972.342346
	Iteration 42Q: 3 clusters Score -2820717 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2820788.750000 Penalty: 972.342346
	Iteration 43Q: 3 clusters Score -2820789 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2820853.500000 Penalty: 972.342346
	Iteration 44Q: 3 clusters Score -2820854 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2820898.000000 Penalty: 972.342346
	Iteration 45Q: 3 clusters Score -2820898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2820943.750000 Penalty: 972.342346
	Iteration 46Q: 3 clusters Score -2820944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2820987.500000 Penalty: 972.342346
	Iteration 47Q: 3 clusters Score -2820988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2821036.750000 Penalty: 972.342346
	Iteration 48Q: 3 clusters Score -2821037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2821067.250000 Penalty: 972.342346
	Iteration 49Q: 3 clusters Score -2821067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2821086.250000 Penalty: 972.342346
	Iteration 50Q: 3 clusters Score -2821086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2821101.500000 Penalty: 972.342346
	Iteration 51Q: 3 clusters Score -2821102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2821114.000000 Penalty: 972.342346
	Iteration 52Q: 3 clusters Score -2821114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2821134.500000 Penalty: 972.342346
	Iteration 53Q: 3 clusters Score -2821134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2821143.000000 Penalty: 972.342346
	Iteration 54Q: 3 clusters Score -2821143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2821145.250000 Penalty: 972.342346
	Iteration 55Q: 3 clusters Score -2821145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2821148.250000 Penalty: 972.342346
	Iteration 56Q: 3 clusters Score -2821148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2821150.750000 Penalty: 972.342346
	Iteration 57Q: 3 clusters Score -2821151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2821153.250000 Penalty: 972.342346
	Iteration 58Q: 3 clusters Score -2821153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2821162.750000 Penalty: 972.342346
	Iteration 59Q: 3 clusters Score -2821163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2821164.000000 Penalty: 972.342346
	Iteration 60F: 3 clusters Score -2821164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2821162.250000 Penalty: 972.342346
	Iteration 61Q: 3 clusters Score -2821162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2821164.000000 Penalty: 972.342346
	Iteration 62Q: 3 clusters Score -2821164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2821169.750000 Penalty: 972.342346
	Iteration 63Q: 3 clusters Score -2821170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2821170.250000 Penalty: 972.342346
	Iteration 64Q: 3 clusters Score -2821170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2821174.750000 Penalty: 972.342346
	Iteration 65Q: 3 clusters Score -2821175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2821173.750000 Penalty: 972.342346
	Iteration 66Q: 3 clusters Score -2821174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2821174.500000 Penalty: 972.342346
	Iteration 67Q: 3 clusters Score -2821174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2821176.250000 Penalty: 972.342346
	Iteration 68Q: 3 clusters Score -2821176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2821184.250000 Penalty: 972.342346
	Iteration 69Q: 3 clusters Score -2821184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2821181.500000 Penalty: 972.342346
	Iteration 70Q: 3 clusters Score -2821182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2821182.750000 Penalty: 972.342346
	Iteration 71Q: 3 clusters Score -2821183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2821185.750000 Penalty: 972.342346
	Iteration 72Q: 3 clusters Score -2821186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2821185.750000 Penalty: 972.342346
	Iteration 73Q: 3 clusters Score -2821186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2821184.500000 Penalty: 972.342346
	Iteration 74Q: 3 clusters Score -2821184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2821185.500000 Penalty: 972.342346
	Iteration 75Q: 3 clusters Score -2821186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2821182.750000 Penalty: 972.342346
	Iteration 76Q: 3 clusters Score -2821183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2821183.500000 Penalty: 972.342346
	Iteration 77Q: 3 clusters Score -2821184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2821184.750000 Penalty: 972.342346
	Iteration 78Q: 3 clusters Score -2821185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2821185.750000 Penalty: 972.342346
	Iteration 79Q: 3 clusters Score -2821186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2821191.250000 Penalty: 972.342346
	Iteration 80F: 3 clusters Score -2821191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2821190.000000 Penalty: 972.342346
	Iteration 81Q: 3 clusters Score -2821190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2821192.000000 Penalty: 972.342346
	Iteration 82Q: 3 clusters Score -2821192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2821195.000000 Penalty: 972.342346
	Iteration 83Q: 3 clusters Score -2821195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2821199.500000 Penalty: 972.342346
	Iteration 84Q: 3 clusters Score -2821200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2821200.500000 Penalty: 972.342346
	Iteration 85Q: 3 clusters Score -2821200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2821200.750000 Penalty: 972.342346
	Iteration 86Q: 3 clusters Score -2821201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2821204.500000 Penalty: 972.342346
	Iteration 87Q: 3 clusters Score -2821204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2821205.000000 Penalty: 972.342346
	Iteration 88Q: 3 clusters Score -2821205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2821205.750000 Penalty: 972.342346
	Iteration 89Q: 3 clusters Score -2821206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2821206.000000 Penalty: 972.342346
	Iteration 90Q: 3 clusters Score -2821206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2821206.250000 Penalty: 972.342346
	Iteration 91Q: 3 clusters Score -2821206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2821204.250000 Penalty: 972.342346
	Iteration 92Q: 3 clusters Score -2821204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2821207.250000 Penalty: 972.342346
	Iteration 93Q: 3 clusters Score -2821207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2821210.250000 Penalty: 972.342346
	Iteration 94Q: 3 clusters Score -2821210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2821214.500000 Penalty: 972.342346
	Iteration 95Q: 3 clusters Score -2821214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2821212.000000 Penalty: 972.342346
	Iteration 96Q: 3 clusters Score -2821212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2821213.750000 Penalty: 972.342346
	Iteration 97Q: 3 clusters Score -2821214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2821211.500000 Penalty: 972.342346
	Iteration 98Q: 3 clusters Score -2821212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2821211.500000 Penalty: 972.342346
	Iteration 99F: 3 clusters Score -2821212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Entering Unmasked Estep 
Score: -6199199.000000 Penalty: 523.954407
	Iteration 0F: 2 clusters Score -6199199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6135932.000000 Penalty: 1047.908813
	Iteration 0F: 3 clusters Score -6135932 nChanged 49159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -6165992.500000 Penalty: 1047.908813
	Iteration 1F: 3 clusters Score -6165992 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -6167314.000000 Penalty: 1047.908813
	Iteration 2Q: 3 clusters Score -6167314 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -6169289.000000 Penalty: 1047.908813
	Iteration 3Q: 3 clusters Score -6169289 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -6172423.500000 Penalty: 1047.908813
	Iteration 4F: 3 clusters Score -6172424 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6177241.000000 Penalty: 1047.908813
	Iteration 5F: 3 clusters Score -6177241 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6183383.500000 Penalty: 1047.908813
	Iteration 6F: 3 clusters Score -6183384 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6188664.500000 Penalty: 1047.908813
	Iteration 7F: 3 clusters Score -6188664 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -6191973.000000 Penalty: 1047.908813
	Iteration 8Q: 3 clusters Score -6191973 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6193833.000000 Penalty: 1047.908813
	Iteration 9Q: 3 clusters Score -6193833 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -6194971.000000 Penalty: 1047.908813
	Iteration 10Q: 3 clusters Score -6194971 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -6196005.500000 Penalty: 1047.908813
	Iteration 11Q: 3 clusters Score -6196006 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -6196818.500000 Penalty: 1047.908813
	Iteration 12Q: 3 clusters Score -6196818 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6197614.500000 Penalty: 1047.908813
	Iteration 13Q: 3 clusters Score -6197614 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -6198428.000000 Penalty: 1047.908813
	Iteration 14Q: 3 clusters Score -6198428 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6198949.500000 Penalty: 1047.908813
	Iteration 15Q: 3 clusters Score -6198950 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -6199260.500000 Penalty: 1047.908813
	Iteration 16Q: 3 clusters Score -6199260 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -6199530.000000 Penalty: 1047.908813
	Iteration 17Q: 3 clusters Score -6199530 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -6199665.000000 Penalty: 1047.908813
	Iteration 18Q: 3 clusters Score -6199665 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6199775.000000 Penalty: 1047.908813
	Iteration 19Q: 3 clusters Score -6199775 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6199850.000000 Penalty: 1047.908813
	Iteration 20F: 3 clusters Score -6199850 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -6199915.500000 Penalty: 1047.908813
	Iteration 21Q: 3 clusters Score -6199916 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6199956.000000 Penalty: 1047.908813
	Iteration 22Q: 3 clusters Score -6199956 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6199965.000000 Penalty: 1047.908813
	Iteration 23Q: 3 clusters Score -6199965 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6199981.000000 Penalty: 1047.908813
	Iteration 24Q: 3 clusters Score -6199981 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6200000.500000 Penalty: 1047.908813
	Iteration 25Q: 3 clusters Score -6200000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6199982.000000 Penalty: 1047.908813
	Iteration 26Q: 3 clusters Score -6199982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6199958.000000 Penalty: 1047.908813
	Iteration 27Q: 3 clusters Score -6199958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6199973.000000 Penalty: 1047.908813
	Iteration 28Q: 3 clusters Score -6199973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6199977.000000 Penalty: 1047.908813
	Iteration 29Q: 3 clusters Score -6199977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6199973.000000 Penalty: 1047.908813
	Iteration 30Q: 3 clusters Score -6199973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6199979.000000 Penalty: 1047.908813
	Iteration 31Q: 3 clusters Score -6199979 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6199974.500000 Penalty: 1047.908813
	Iteration 32Q: 3 clusters Score -6199974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6199968.000000 Penalty: 1047.908813
	Iteration 33Q: 3 clusters Score -6199968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6199967.500000 Penalty: 1047.908813
	Iteration 34Q: 3 clusters Score -6199968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6199973.500000 Penalty: 1047.908813
	Iteration 35Q: 3 clusters Score -6199974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6199959.500000 Penalty: 1047.908813
	Iteration 36Q: 3 clusters Score -6199960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6199958.000000 Penalty: 1047.908813
	Iteration 37Q: 3 clusters Score -6199958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6199945.000000 Penalty: 1047.908813
	Iteration 38Q: 3 clusters Score -6199945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6199945.000000 Penalty: 1047.908813
	Iteration 39Q: 3 clusters Score -6199945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6199944.500000 Penalty: 1047.908813
	Iteration 40F: 3 clusters Score -6199944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6199940.000000 Penalty: 1047.908813
	Iteration 41Q: 3 clusters Score -6199940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6199935.000000 Penalty: 1047.908813
	Iteration 42Q: 3 clusters Score -6199935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6199934.000000 Penalty: 1047.908813
	Iteration 43Q: 3 clusters Score -6199934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6199937.000000 Penalty: 1047.908813
	Iteration 44Q: 3 clusters Score -6199937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6199932.500000 Penalty: 1047.908813
	Iteration 45Q: 3 clusters Score -6199932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6199933.000000 Penalty: 1047.908813
	Iteration 46Q: 3 clusters Score -6199933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6199931.500000 Penalty: 1047.908813
	Iteration 47Q: 3 clusters Score -6199932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6199934.500000 Penalty: 1047.908813
	Iteration 48Q: 3 clusters Score -6199934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6199932.500000 Penalty: 1047.908813
	Iteration 49Q: 3 clusters Score -6199932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6199932.000000 Penalty: 1047.908813
	Iteration 50Q: 3 clusters Score -6199932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6199929.000000 Penalty: 1047.908813
	Iteration 51Q: 3 clusters Score -6199929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6199937.000000 Penalty: 1047.908813
	Iteration 52Q: 3 clusters Score -6199937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6199934.000000 Penalty: 1047.908813
	Iteration 53Q: 3 clusters Score -6199934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6199929.500000 Penalty: 1047.908813
	Iteration 54Q: 3 clusters Score -6199930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6199925.500000 Penalty: 1047.908813
	Iteration 55Q: 3 clusters Score -6199926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6199921.000000 Penalty: 1047.908813
	Iteration 56Q: 3 clusters Score -6199921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6199920.500000 Penalty: 1047.908813
	Iteration 57Q: 3 clusters Score -6199920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6199932.000000 Penalty: 1047.908813
	Iteration 58Q: 3 clusters Score -6199932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6199933.000000 Penalty: 1047.908813
	Iteration 59Q: 3 clusters Score -6199933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6199935.000000 Penalty: 1047.908813
	Iteration 60F: 3 clusters Score -6199935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6199933.500000 Penalty: 1047.908813
	Iteration 61Q: 3 clusters Score -6199934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6199939.500000 Penalty: 1047.908813
	Iteration 62Q: 3 clusters Score -6199940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6199946.000000 Penalty: 1047.908813
	Iteration 63Q: 3 clusters Score -6199946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6199937.500000 Penalty: 1047.908813
	Iteration 64Q: 3 clusters Score -6199938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6199934.500000 Penalty: 1047.908813
	Iteration 65Q: 3 clusters Score -6199934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6199929.500000 Penalty: 1047.908813
	Iteration 66Q: 3 clusters Score -6199930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6199933.000000 Penalty: 1047.908813
	Iteration 67Q: 3 clusters Score -6199933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6199930.000000 Penalty: 1047.908813
	Iteration 68Q: 3 clusters Score -6199930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6199930.500000 Penalty: 1047.908813
	Iteration 69Q: 3 clusters Score -6199930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6199935.500000 Penalty: 1047.908813
	Iteration 70Q: 3 clusters Score -6199936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6199937.000000 Penalty: 1047.908813
	Iteration 71Q: 3 clusters Score -6199937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6199932.000000 Penalty: 1047.908813
	Iteration 72Q: 3 clusters Score -6199932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6199937.000000 Penalty: 1047.908813
	Iteration 73Q: 3 clusters Score -6199937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6199937.000000 Penalty: 1047.908813
	Iteration 74F: 3 clusters Score -6199937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 97258 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 52471 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 16385 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 24472 members 
Mstep: Class 13 contains 76632 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 40921 members 
Mstep: Class 16 contains 26509 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 24 contains 39273 members 
Mstep: Class 25 contains 3614 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3357 members 
Mstep: Class 28 contains 85574 members 
Mstep: Class 30 contains 29949 members 
Mstep: Class 31 contains 48140 members 
Mstep: Class 32 contains 6517 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
Score: -42230364.000000 Penalty: 19589.250000
Splitting cluster 2 changes total score from -42231720.000000 to -42230364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -207999.375000 Penalty: 366.495239
	Iteration 0F: 2 clusters Score -207999.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -205795.859375 Penalty: 732.990479
	Iteration 0F: 3 clusters Score -205795.9 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -206533.250000 Penalty: 732.990479
	Iteration 1F: 3 clusters Score -206533.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -206638.906250 Penalty: 732.990479
	Iteration 2F: 3 clusters Score -206638.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -206740.171875 Penalty: 732.990479
	Iteration 3F: 3 clusters Score -206740.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -206858.609375 Penalty: 732.990479
	Iteration 4F: 3 clusters Score -206858.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -206982.328125 Penalty: 732.990479
	Iteration 5F: 3 clusters Score -206982.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -207109.468750 Penalty: 732.990479
	Iteration 6F: 3 clusters Score -207109.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -207205.421875 Penalty: 732.990479
	Iteration 7Q: 3 clusters Score -207205.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -207286.750000 Penalty: 732.990479
	Iteration 8Q: 3 clusters Score -207286.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -207334.250000 Penalty: 732.990479
	Iteration 9Q: 3 clusters Score -207334.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -207358.750000 Penalty: 732.990479
	Iteration 10Q: 3 clusters Score -207358.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -207387.125000 Penalty: 732.990479
	Iteration 11Q: 3 clusters Score -207387.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207414.328125 Penalty: 732.990479
	Iteration 12Q: 3 clusters Score -207414.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -207435.906250 Penalty: 732.990479
	Iteration 13Q: 3 clusters Score -207435.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -207455.421875 Penalty: 732.990479
	Iteration 14Q: 3 clusters Score -207455.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -207473.203125 Penalty: 732.990479
	Iteration 15Q: 3 clusters Score -207473.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -207495.031250 Penalty: 732.990479
	Iteration 16Q: 3 clusters Score -207495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -207513.312500 Penalty: 732.990479
	Iteration 17Q: 3 clusters Score -207513.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -207529.968750 Penalty: 732.990479
	Iteration 18Q: 3 clusters Score -207530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -207548.343750 Penalty: 732.990479
	Iteration 19Q: 3 clusters Score -207548.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -207564.187500 Penalty: 732.990479
	Iteration 20F: 3 clusters Score -207564.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -207577.984375 Penalty: 732.990479
	Iteration 21Q: 3 clusters Score -207578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -207599.578125 Penalty: 732.990479
	Iteration 22Q: 3 clusters Score -207599.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -207619.187500 Penalty: 732.990479
	Iteration 23Q: 3 clusters Score -207619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -207629.765625 Penalty: 732.990479
	Iteration 24Q: 3 clusters Score -207629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -207640.250000 Penalty: 732.990479
	Iteration 25Q: 3 clusters Score -207640.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -207652.484375 Penalty: 732.990479
	Iteration 26Q: 3 clusters Score -207652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -207661.609375 Penalty: 732.990479
	Iteration 27Q: 3 clusters Score -207661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -207665.890625 Penalty: 732.990479
	Iteration 28Q: 3 clusters Score -207665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -207670.765625 Penalty: 732.990479
	Iteration 29Q: 3 clusters Score -207670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -207676.312500 Penalty: 732.990479
	Iteration 30Q: 3 clusters Score -207676.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -207681.031250 Penalty: 732.990479
	Iteration 31Q: 3 clusters Score -207681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -207685.046875 Penalty: 732.990479
	Iteration 32Q: 3 clusters Score -207685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -207687.000000 Penalty: 732.990479
	Iteration 33Q: 3 clusters Score -207687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -207690.765625 Penalty: 732.990479
	Iteration 34Q: 3 clusters Score -207690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -207692.484375 Penalty: 732.990479
	Iteration 35Q: 3 clusters Score -207692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -207692.734375 Penalty: 732.990479
	Iteration 36Q: 3 clusters Score -207692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -207692.734375 Penalty: 732.990479
	Iteration 37F: 3 clusters Score -207692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -5930.696289 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -5930.696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5726.287109 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -5726.287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5840.624023 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -5840.624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5908.520508 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -5908.521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5937.746582 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -5937.747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5952.780273 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -5952.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5958.200684 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -5958.201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5962.625977 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -5962.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5964.682129 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -5964.682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5966.660645 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -5966.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5966.660645 Penalty: 464.087830
	Iteration 9F: 3 clusters Score -5966.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 100256 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 106 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 52471 members 
Mstep: Class 7 contains 58 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 16385 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 24472 members 
Mstep: Class 13 contains 76632 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 40921 members 
Mstep: Class 16 contains 26509 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 24 contains 39273 members 
Mstep: Class 25 contains 3614 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3357 members 
Mstep: Class 28 contains 85574 members 
Mstep: Class 30 contains 29949 members 
Mstep: Class 31 contains 48140 members 
Mstep: Class 32 contains 6517 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
Score: -42229520.000000 Penalty: 19589.250000
Splitting cluster 4 changes total score from -42231720.000000 to -42229520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (26927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Entering Unmasked Estep 
Score: -1761098.000000 Penalty: 464.140259
	Iteration 0F: 2 clusters Score -1761098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1743395.125000 Penalty: 928.280518
	Iteration 0F: 3 clusters Score -1743395 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1751289.875000 Penalty: 928.280518
	Iteration 1F: 3 clusters Score -1751290 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1751981.250000 Penalty: 928.280518
	Iteration 2F: 3 clusters Score -1751981 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1752862.375000 Penalty: 928.280518
	Iteration 3F: 3 clusters Score -1752862 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1754026.250000 Penalty: 928.280518
	Iteration 4F: 3 clusters Score -1754026 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1755459.625000 Penalty: 928.280518
	Iteration 5F: 3 clusters Score -1755460 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -1756924.000000 Penalty: 928.280518
	Iteration 6F: 3 clusters Score -1756924 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -1758142.375000 Penalty: 928.280518
	Iteration 7F: 3 clusters Score -1758142 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -1759125.875000 Penalty: 928.280518
	Iteration 8Q: 3 clusters Score -1759126 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -1759808.125000 Penalty: 928.280518
	Iteration 9Q: 3 clusters Score -1759808 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -1760158.250000 Penalty: 928.280518
	Iteration 10Q: 3 clusters Score -1760158 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -1760353.625000 Penalty: 928.280518
	Iteration 11Q: 3 clusters Score -1760354 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -1760477.125000 Penalty: 928.280518
	Iteration 12Q: 3 clusters Score -1760477 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1760569.625000 Penalty: 928.280518
	Iteration 13Q: 3 clusters Score -1760570 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -1760616.875000 Penalty: 928.280518
	Iteration 14Q: 3 clusters Score -1760617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -1760653.750000 Penalty: 928.280518
	Iteration 15Q: 3 clusters Score -1760654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -1760683.500000 Penalty: 928.280518
	Iteration 16Q: 3 clusters Score -1760684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -1760708.375000 Penalty: 928.280518
	Iteration 17Q: 3 clusters Score -1760708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -1760735.250000 Penalty: 928.280518
	Iteration 18Q: 3 clusters Score -1760735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1760761.000000 Penalty: 928.280518
	Iteration 19Q: 3 clusters Score -1760761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -1760783.500000 Penalty: 928.280518
	Iteration 20F: 3 clusters Score -1760784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -1760801.125000 Penalty: 928.280518
	Iteration 21Q: 3 clusters Score -1760801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1760810.875000 Penalty: 928.280518
	Iteration 22Q: 3 clusters Score -1760811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -1760820.375000 Penalty: 928.280518
	Iteration 23Q: 3 clusters Score -1760820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -1760821.375000 Penalty: 928.280518
	Iteration 24Q: 3 clusters Score -1760821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -1760819.375000 Penalty: 928.280518
	Iteration 25Q: 3 clusters Score -1760819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -1760821.500000 Penalty: 928.280518
	Iteration 26Q: 3 clusters Score -1760822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -1760825.000000 Penalty: 928.280518
	Iteration 27Q: 3 clusters Score -1760825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -1760829.125000 Penalty: 928.280518
	Iteration 28Q: 3 clusters Score -1760829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -1760828.750000 Penalty: 928.280518
	Iteration 29Q: 3 clusters Score -1760829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -1760831.125000 Penalty: 928.280518
	Iteration 30Q: 3 clusters Score -1760831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -1760831.500000 Penalty: 928.280518
	Iteration 31Q: 3 clusters Score -1760832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -1760828.625000 Penalty: 928.280518
	Iteration 32Q: 3 clusters Score -1760829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -1760828.750000 Penalty: 928.280518
	Iteration 33Q: 3 clusters Score -1760829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -1760829.375000 Penalty: 928.280518
	Iteration 34Q: 3 clusters Score -1760829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -1760829.625000 Penalty: 928.280518
	Iteration 35Q: 3 clusters Score -1760830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -1760828.375000 Penalty: 928.280518
	Iteration 36Q: 3 clusters Score -1760828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -1760829.375000 Penalty: 928.280518
	Iteration 37Q: 3 clusters Score -1760829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -1760828.500000 Penalty: 928.280518
	Iteration 38Q: 3 clusters Score -1760828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -1760828.875000 Penalty: 928.280518
	Iteration 39Q: 3 clusters Score -1760829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -1760829.125000 Penalty: 928.280518
	Iteration 40F: 3 clusters Score -1760829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -1760829.750000 Penalty: 928.280518
	Iteration 41Q: 3 clusters Score -1760830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -1760828.875000 Penalty: 928.280518
	Iteration 42Q: 3 clusters Score -1760829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -1760828.875000 Penalty: 928.280518
	Iteration 43F: 3 clusters Score -1760829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Entering Unmasked Estep 
Score: -3372409.000000 Penalty: 494.494751
	Iteration 0F: 2 clusters Score -3372409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3337466.000000 Penalty: 988.989502
	Iteration 0F: 3 clusters Score -3337466 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3353526.250000 Penalty: 988.989502
	Iteration 1F: 3 clusters Score -3353526 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3354652.500000 Penalty: 988.989502
	Iteration 2Q: 3 clusters Score -3354652 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3356277.000000 Penalty: 988.989502
	Iteration 3F: 3 clusters Score -3356277 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3358715.500000 Penalty: 988.989502
	Iteration 4F: 3 clusters Score -3358716 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3361627.750000 Penalty: 988.989502
	Iteration 5F: 3 clusters Score -3361628 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3363750.250000 Penalty: 988.989502
	Iteration 6F: 3 clusters Score -3363750 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3364784.000000 Penalty: 988.989502
	Iteration 7Q: 3 clusters Score -3364784 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3365325.750000 Penalty: 988.989502
	Iteration 8Q: 3 clusters Score -3365326 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3365804.250000 Penalty: 988.989502
	Iteration 9Q: 3 clusters Score -3365804 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3366293.250000 Penalty: 988.989502
	Iteration 10Q: 3 clusters Score -3366293 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -3366840.000000 Penalty: 988.989502
	Iteration 11Q: 3 clusters Score -3366840 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -3367375.500000 Penalty: 988.989502
	Iteration 12Q: 3 clusters Score -3367376 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3367818.000000 Penalty: 988.989502
	Iteration 13Q: 3 clusters Score -3367818 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -3368314.250000 Penalty: 988.989502
	Iteration 14Q: 3 clusters Score -3368314 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3368747.750000 Penalty: 988.989502
	Iteration 15Q: 3 clusters Score -3368748 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3369114.750000 Penalty: 988.989502
	Iteration 16Q: 3 clusters Score -3369115 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -3369368.250000 Penalty: 988.989502
	Iteration 17Q: 3 clusters Score -3369368 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3369546.500000 Penalty: 988.989502
	Iteration 18Q: 3 clusters Score -3369546 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -3369677.000000 Penalty: 988.989502
	Iteration 19Q: 3 clusters Score -3369677 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -3369787.500000 Penalty: 988.989502
	Iteration 20F: 3 clusters Score -3369788 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -3369877.750000 Penalty: 988.989502
	Iteration 21Q: 3 clusters Score -3369878 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -3369955.000000 Penalty: 988.989502
	Iteration 22Q: 3 clusters Score -3369955 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -3370004.250000 Penalty: 988.989502
	Iteration 23Q: 3 clusters Score -3370004 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3370048.750000 Penalty: 988.989502
	Iteration 24Q: 3 clusters Score -3370049 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -3370090.000000 Penalty: 988.989502
	Iteration 25Q: 3 clusters Score -3370090 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -3370120.500000 Penalty: 988.989502
	Iteration 26Q: 3 clusters Score -3370120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -3370185.000000 Penalty: 988.989502
	Iteration 27Q: 3 clusters Score -3370185 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -3370203.250000 Penalty: 988.989502
	Iteration 28Q: 3 clusters Score -3370203 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -3370225.250000 Penalty: 988.989502
	Iteration 29Q: 3 clusters Score -3370225 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -3370257.000000 Penalty: 988.989502
	Iteration 30Q: 3 clusters Score -3370257 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -3370290.750000 Penalty: 988.989502
	Iteration 31Q: 3 clusters Score -3370291 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -3370309.500000 Penalty: 988.989502
	Iteration 32Q: 3 clusters Score -3370310 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -3370348.000000 Penalty: 988.989502
	Iteration 33Q: 3 clusters Score -3370348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -3370378.500000 Penalty: 988.989502
	Iteration 34Q: 3 clusters Score -3370378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -3370399.000000 Penalty: 988.989502
	Iteration 35Q: 3 clusters Score -3370399 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -3370410.750000 Penalty: 988.989502
	Iteration 36Q: 3 clusters Score -3370411 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -3370435.250000 Penalty: 988.989502
	Iteration 37Q: 3 clusters Score -3370435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -3370431.500000 Penalty: 988.989502
	Iteration 38Q: 3 clusters Score -3370432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -3370441.500000 Penalty: 988.989502
	Iteration 39Q: 3 clusters Score -3370442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -3370460.500000 Penalty: 988.989502
	Iteration 40F: 3 clusters Score -3370460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -3370466.000000 Penalty: 988.989502
	Iteration 41Q: 3 clusters Score -3370466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -3370467.000000 Penalty: 988.989502
	Iteration 42Q: 3 clusters Score -3370467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -3370486.250000 Penalty: 988.989502
	Iteration 43Q: 3 clusters Score -3370486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -3370503.000000 Penalty: 988.989502
	Iteration 44Q: 3 clusters Score -3370503 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -3370534.500000 Penalty: 988.989502
	Iteration 45Q: 3 clusters Score -3370534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -3370561.000000 Penalty: 988.989502
	Iteration 46Q: 3 clusters Score -3370561 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -3370581.000000 Penalty: 988.989502
	Iteration 47Q: 3 clusters Score -3370581 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -3370596.000000 Penalty: 988.989502
	Iteration 48Q: 3 clusters Score -3370596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -3370615.250000 Penalty: 988.989502
	Iteration 49Q: 3 clusters Score -3370615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -3370630.750000 Penalty: 988.989502
	Iteration 50Q: 3 clusters Score -3370631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -3370639.250000 Penalty: 988.989502
	Iteration 51Q: 3 clusters Score -3370639 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -3370655.000000 Penalty: 988.989502
	Iteration 52Q: 3 clusters Score -3370655 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -3370659.000000 Penalty: 988.989502
	Iteration 53Q: 3 clusters Score -3370659 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -3370656.000000 Penalty: 988.989502
	Iteration 54Q: 3 clusters Score -3370656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -3370669.750000 Penalty: 988.989502
	Iteration 55Q: 3 clusters Score -3370670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -3370688.750000 Penalty: 988.989502
	Iteration 56Q: 3 clusters Score -3370689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -3370691.500000 Penalty: 988.989502
	Iteration 57Q: 3 clusters Score -3370692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -3370690.500000 Penalty: 988.989502
	Iteration 58Q: 3 clusters Score -3370690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -3370692.000000 Penalty: 988.989502
	Iteration 59Q: 3 clusters Score -3370692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -3370686.750000 Penalty: 988.989502
	Iteration 60F: 3 clusters Score -3370687 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -3370701.250000 Penalty: 988.989502
	Iteration 61Q: 3 clusters Score -3370701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -3370699.500000 Penalty: 988.989502
	Iteration 62Q: 3 clusters Score -3370700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -3370692.000000 Penalty: 988.989502
	Iteration 63Q: 3 clusters Score -3370692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -3370706.250000 Penalty: 988.989502
	Iteration 64Q: 3 clusters Score -3370706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -3370722.500000 Penalty: 988.989502
	Iteration 65Q: 3 clusters Score -3370722 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -3370740.500000 Penalty: 988.989502
	Iteration 66Q: 3 clusters Score -3370740 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -3370742.500000 Penalty: 988.989502
	Iteration 67Q: 3 clusters Score -3370742 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -3370768.750000 Penalty: 988.989502
	Iteration 68Q: 3 clusters Score -3370769 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -3370804.250000 Penalty: 988.989502
	Iteration 69Q: 3 clusters Score -3370804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -3370829.750000 Penalty: 988.989502
	Iteration 70Q: 3 clusters Score -3370830 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -3370867.250000 Penalty: 988.989502
	Iteration 71Q: 3 clusters Score -3370867 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -3370905.000000 Penalty: 988.989502
	Iteration 72Q: 3 clusters Score -3370905 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -3370947.250000 Penalty: 988.989502
	Iteration 73Q: 3 clusters Score -3370947 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -3370973.750000 Penalty: 988.989502
	Iteration 74Q: 3 clusters Score -3370974 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -3371014.750000 Penalty: 988.989502
	Iteration 75Q: 3 clusters Score -3371015 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -3371032.000000 Penalty: 988.989502
	Iteration 76Q: 3 clusters Score -3371032 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -3371072.750000 Penalty: 988.989502
	Iteration 77Q: 3 clusters Score -3371073 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -3371122.500000 Penalty: 988.989502
	Iteration 78Q: 3 clusters Score -3371122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -3371142.500000 Penalty: 988.989502
	Iteration 79Q: 3 clusters Score -3371142 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -3371189.500000 Penalty: 988.989502
	Iteration 80F: 3 clusters Score -3371190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -3371232.750000 Penalty: 988.989502
	Iteration 81Q: 3 clusters Score -3371233 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -3371269.750000 Penalty: 988.989502
	Iteration 82Q: 3 clusters Score -3371270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -3371325.000000 Penalty: 988.989502
	Iteration 83Q: 3 clusters Score -3371325 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -3371392.000000 Penalty: 988.989502
	Iteration 84Q: 3 clusters Score -3371392 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -3371451.750000 Penalty: 988.989502
	Iteration 85Q: 3 clusters Score -3371452 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -3371535.500000 Penalty: 988.989502
	Iteration 86Q: 3 clusters Score -3371536 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -3371596.250000 Penalty: 988.989502
	Iteration 87Q: 3 clusters Score -3371596 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -3371676.500000 Penalty: 988.989502
	Iteration 88Q: 3 clusters Score -3371676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -3371743.250000 Penalty: 988.989502
	Iteration 89Q: 3 clusters Score -3371743 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -3371776.000000 Penalty: 988.989502
	Iteration 90Q: 3 clusters Score -3371776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -3371784.000000 Penalty: 988.989502
	Iteration 91Q: 3 clusters Score -3371784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -3371833.750000 Penalty: 988.989502
	Iteration 92Q: 3 clusters Score -3371834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -3371884.750000 Penalty: 988.989502
	Iteration 93Q: 3 clusters Score -3371885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -3371917.000000 Penalty: 988.989502
	Iteration 94Q: 3 clusters Score -3371917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -3371934.500000 Penalty: 988.989502
	Iteration 95Q: 3 clusters Score -3371934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -3371944.000000 Penalty: 988.989502
	Iteration 96Q: 3 clusters Score -3371944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -3371953.000000 Penalty: 988.989502
	Iteration 97Q: 3 clusters Score -3371953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -3371962.500000 Penalty: 988.989502
	Iteration 98Q: 3 clusters Score -3371962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -3371973.250000 Penalty: 988.989502
	Iteration 99Q: 3 clusters Score -3371973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -3371978.000000 Penalty: 988.989502
	Iteration 100F: 3 clusters Score -3371978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -3371981.250000 Penalty: 988.989502
	Iteration 101Q: 3 clusters Score -3371981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -3371980.250000 Penalty: 988.989502
	Iteration 102Q: 3 clusters Score -3371980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -3371987.000000 Penalty: 988.989502
	Iteration 103Q: 3 clusters Score -3371987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -3371986.500000 Penalty: 988.989502
	Iteration 104Q: 3 clusters Score -3371986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -3371989.500000 Penalty: 988.989502
	Iteration 105Q: 3 clusters Score -3371990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -3371990.000000 Penalty: 988.989502
	Iteration 106Q: 3 clusters Score -3371990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -3371993.250000 Penalty: 988.989502
	Iteration 107Q: 3 clusters Score -3371993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -3371993.500000 Penalty: 988.989502
	Iteration 108Q: 3 clusters Score -3371994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -3371993.750000 Penalty: 988.989502
	Iteration 109Q: 3 clusters Score -3371994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -3371996.000000 Penalty: 988.989502
	Iteration 110Q: 3 clusters Score -3371996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -3371995.750000 Penalty: 988.989502
	Iteration 111Q: 3 clusters Score -3371996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -3371994.000000 Penalty: 988.989502
	Iteration 112Q: 3 clusters Score -3371994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -3371994.000000 Penalty: 988.989502
	Iteration 113F: 3 clusters Score -3371994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -134191.968750 Penalty: 347.669342
	Iteration 0F: 2 clusters Score -134192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -132727.750000 Penalty: 695.338684
	Iteration 0F: 3 clusters Score -132727.8 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -133198.203125 Penalty: 695.338684
	Iteration 1F: 3 clusters Score -133198.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -133276.765625 Penalty: 695.338684
	Iteration 2F: 3 clusters Score -133276.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -133361.125000 Penalty: 695.338684
	Iteration 3F: 3 clusters Score -133361.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -133465.437500 Penalty: 695.338684
	Iteration 4F: 3 clusters Score -133465.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -133571.906250 Penalty: 695.338684
	Iteration 5F: 3 clusters Score -133571.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -133678.500000 Penalty: 695.338684
	Iteration 6Q: 3 clusters Score -133678.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -133776.578125 Penalty: 695.338684
	Iteration 7Q: 3 clusters Score -133776.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -133844.031250 Penalty: 695.338684
	Iteration 8Q: 3 clusters Score -133844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -133897.000000 Penalty: 695.338684
	Iteration 9Q: 3 clusters Score -133897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -133939.046875 Penalty: 695.338684
	Iteration 10Q: 3 clusters Score -133939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -133976.468750 Penalty: 695.338684
	Iteration 11Q: 3 clusters Score -133976.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134002.875000 Penalty: 695.338684
	Iteration 12Q: 3 clusters Score -134002.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -134022.593750 Penalty: 695.338684
	Iteration 13Q: 3 clusters Score -134022.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -134048.734375 Penalty: 695.338684
	Iteration 14Q: 3 clusters Score -134048.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -134067.234375 Penalty: 695.338684
	Iteration 15Q: 3 clusters Score -134067.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -134085.078125 Penalty: 695.338684
	Iteration 16Q: 3 clusters Score -134085.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134105.781250 Penalty: 695.338684
	Iteration 17Q: 3 clusters Score -134105.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134116.484375 Penalty: 695.338684
	Iteration 18Q: 3 clusters Score -134116.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134124.875000 Penalty: 695.338684
	Iteration 19Q: 3 clusters Score -134124.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134131.640625 Penalty: 695.338684
	Iteration 20F: 3 clusters Score -134131.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134138.859375 Penalty: 695.338684
	Iteration 21Q: 3 clusters Score -134138.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134142.140625 Penalty: 695.338684
	Iteration 22Q: 3 clusters Score -134142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134146.703125 Penalty: 695.338684
	Iteration 23Q: 3 clusters Score -134146.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134149.343750 Penalty: 695.338684
	Iteration 24Q: 3 clusters Score -134149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134150.843750 Penalty: 695.338684
	Iteration 25Q: 3 clusters Score -134150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134152.906250 Penalty: 695.338684
	Iteration 26Q: 3 clusters Score -134152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134154.328125 Penalty: 695.338684
	Iteration 27Q: 3 clusters Score -134154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134154.609375 Penalty: 695.338684
	Iteration 28Q: 3 clusters Score -134154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134154.671875 Penalty: 695.338684
	Iteration 29Q: 3 clusters Score -134154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134154.671875 Penalty: 695.338684
	Iteration 30F: 3 clusters Score -134154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -355592.406250 Penalty: 393.565857
	Iteration 0F: 2 clusters Score -355592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -351764.968750 Penalty: 787.131714
	Iteration 0F: 3 clusters Score -351765 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -353472.937500 Penalty: 787.131714
	Iteration 1F: 3 clusters Score -353472.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -353799.187500 Penalty: 787.131714
	Iteration 2F: 3 clusters Score -353799.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -354192.406250 Penalty: 787.131714
	Iteration 3F: 3 clusters Score -354192.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -354653.343750 Penalty: 787.131714
	Iteration 4F: 3 clusters Score -354653.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -354989.312500 Penalty: 787.131714
	Iteration 5F: 3 clusters Score -354989.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -355183.281250 Penalty: 787.131714
	Iteration 6Q: 3 clusters Score -355183.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -355290.968750 Penalty: 787.131714
	Iteration 7Q: 3 clusters Score -355291 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -355379.875000 Penalty: 787.131714
	Iteration 8Q: 3 clusters Score -355379.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -355428.843750 Penalty: 787.131714
	Iteration 9Q: 3 clusters Score -355428.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -355466.625000 Penalty: 787.131714
	Iteration 10Q: 3 clusters Score -355466.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -355492.031250 Penalty: 787.131714
	Iteration 11Q: 3 clusters Score -355492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -355507.312500 Penalty: 787.131714
	Iteration 12Q: 3 clusters Score -355507.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -355519.218750 Penalty: 787.131714
	Iteration 13Q: 3 clusters Score -355519.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -355524.000000 Penalty: 787.131714
	Iteration 14Q: 3 clusters Score -355524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -355529.062500 Penalty: 787.131714
	Iteration 15Q: 3 clusters Score -355529.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -355532.375000 Penalty: 787.131714
	Iteration 16Q: 3 clusters Score -355532.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -355535.437500 Penalty: 787.131714
	Iteration 17Q: 3 clusters Score -355535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -355536.781250 Penalty: 787.131714
	Iteration 18Q: 3 clusters Score -355536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -355539.125000 Penalty: 787.131714
	Iteration 19Q: 3 clusters Score -355539.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -355541.625000 Penalty: 787.131714
	Iteration 20F: 3 clusters Score -355541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -355543.250000 Penalty: 787.131714
	Iteration 21Q: 3 clusters Score -355543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -355542.750000 Penalty: 787.131714
	Iteration 22Q: 3 clusters Score -355542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -355544.062500 Penalty: 787.131714
	Iteration 23Q: 3 clusters Score -355544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -355544.468750 Penalty: 787.131714
	Iteration 24Q: 3 clusters Score -355544.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -355545.156250 Penalty: 787.131714
	Iteration 25Q: 3 clusters Score -355545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -355545.062500 Penalty: 787.131714
	Iteration 26Q: 3 clusters Score -355545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -355545.531250 Penalty: 787.131714
	Iteration 27Q: 3 clusters Score -355545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -355544.843750 Penalty: 787.131714
	Iteration 28Q: 3 clusters Score -355544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -355545.343750 Penalty: 787.131714
	Iteration 29Q: 3 clusters Score -355545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -355545.843750 Penalty: 787.131714
	Iteration 30Q: 3 clusters Score -355545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -355545.843750 Penalty: 787.131714
	Iteration 31F: 3 clusters Score -355545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Entering Unmasked Estep 
Score: -1065045.750000 Penalty: 441.537537
	Iteration 0F: 2 clusters Score -1065046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1054092.875000 Penalty: 883.075073
	Iteration 0F: 3 clusters Score -1054093 nChanged 7745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8379 members 
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1058645 nChanged 725
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Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7508 members 
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Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10014 members 
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Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10320 members 
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	Iteration 8F: 3 clusters Score -1062124 nChanged 883
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Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1063981 nChanged 155
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11145 members 
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1064072 nChanged 103
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1064084 nChanged 83
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Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1064100 nChanged 89
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1064118 nChanged 71
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1064134 nChanged 73
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Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1064143 nChanged 79
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11761 members 
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	Iteration 25Q: 3 clusters Score -1064161 nChanged 80
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1064175 nChanged 81
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Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1064191 nChanged 69
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Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11959 members 
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	Iteration 28Q: 3 clusters Score -1064203 nChanged 62
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Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 12013 members 
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	Iteration 29Q: 3 clusters Score -1064212 nChanged 52
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12057 members 
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	Iteration 30Q: 3 clusters Score -1064217 nChanged 58
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Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12109 members 
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	Iteration 31Q: 3 clusters Score -1064229 nChanged 66
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Mstep: Class 1 contains 4214 members 
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	Iteration 32Q: 3 clusters Score -1064243 nChanged 68
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12231 members 
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	Iteration 33Q: 3 clusters Score -1064255 nChanged 59
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Mstep: Class 1 contains 4097 members 
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	Iteration 34Q: 3 clusters Score -1064264 nChanged 60
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Mstep: Class 1 contains 4037 members 
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	Iteration 35Q: 3 clusters Score -1064274 nChanged 42
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Mstep: Class 1 contains 3995 members 
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	Iteration 36Q: 3 clusters Score -1064279 nChanged 45
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Mstep: Class 1 contains 3950 members 
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Mstep: Class 1 contains 3907 members 
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	Iteration 38Q: 3 clusters Score -1064289 nChanged 52
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Mstep: Class 1 contains 3855 members 
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Mstep: Class 1 contains 3802 members 
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	Iteration 40F: 3 clusters Score -1064309 nChanged 50
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Mstep: Class 1 contains 3752 members 
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	Iteration 41Q: 3 clusters Score -1064314 nChanged 44
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Mstep: Class 1 contains 3708 members 
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	Iteration 42Q: 3 clusters Score -1064320 nChanged 50
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Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1064326 nChanged 44
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Mstep: Class 1 contains 3614 members 
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	Iteration 44Q: 3 clusters Score -1064332 nChanged 47
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Mstep: Class 1 contains 3567 members 
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Mstep: Class 1 contains 3525 members 
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Mstep: Class 1 contains 3473 members 
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	Iteration 47Q: 3 clusters Score -1064350 nChanged 57
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	Iteration 48Q: 3 clusters Score -1064359 nChanged 44
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Mstep: Class 1 contains 3318 members 
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	Iteration 50Q: 3 clusters Score -1064376 nChanged 58
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Mstep: Class 1 contains 3260 members 
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Mstep: Class 1 contains 3198 members 
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Mstep: Class 1 contains 3127 members 
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	Iteration 53Q: 3 clusters Score -1064409 nChanged 63
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Mstep: Class 1 contains 3064 members 
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Mstep: Class 1 contains 2993 members 
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Mstep: Class 1 contains 2924 members 
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Mstep: Class 1 contains 2849 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2779 members 
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Mstep: Class 1 contains 2721 members 
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Mstep: Class 1 contains 2666 members 
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	Iteration 60F: 3 clusters Score -1064500 nChanged 65
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Mstep: Class 1 contains 2601 members 
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	Iteration 61Q: 3 clusters Score -1064513 nChanged 67
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Mstep: Class 1 contains 2534 members 
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Mstep: Class 1 contains 2477 members 
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	Iteration 63Q: 3 clusters Score -1064535 nChanged 45
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Mstep: Class 1 contains 2432 members 
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	Iteration 64Q: 3 clusters Score -1064543 nChanged 43
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Mstep: Class 1 contains 2389 members 
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	Iteration 65Q: 3 clusters Score -1064550 nChanged 37
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Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14033 members 
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	Iteration 66Q: 3 clusters Score -1064551 nChanged 28
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Mstep: Class 1 contains 2304 members 
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Mstep: Class 1 contains 2282 members 
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Mstep: Class 1 contains 2261 members 
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	Iteration 70Q: 3 clusters Score -1064567 nChanged 20
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Mstep: Class 1 contains 2241 members 
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	Iteration 71Q: 3 clusters Score -1064569 nChanged 18
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Mstep: Class 1 contains 2223 members 
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	Iteration 72Q: 3 clusters Score -1064568 nChanged 19
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Mstep: Class 1 contains 2204 members 
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	Iteration 73Q: 3 clusters Score -1064570 nChanged 27
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Mstep: Class 1 contains 2177 members 
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	Iteration 74Q: 3 clusters Score -1064575 nChanged 27
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Mstep: Class 1 contains 2150 members 
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	Iteration 75Q: 3 clusters Score -1064578 nChanged 19
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Mstep: Class 1 contains 2131 members 
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	Iteration 76Q: 3 clusters Score -1064579 nChanged 15
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Mstep: Class 1 contains 2116 members 
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	Iteration 77Q: 3 clusters Score -1064579 nChanged 12
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	Iteration 78Q: 3 clusters Score -1064580 nChanged 9
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Mstep: Class 1 contains 2095 members 
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	Iteration 79Q: 3 clusters Score -1064582 nChanged 11
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Mstep: Class 1 contains 2084 members 
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	Iteration 80F: 3 clusters Score -1064579 nChanged 9
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Mstep: Class 1 contains 2075 members 
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	Iteration 81Q: 3 clusters Score -1064581 nChanged 9
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Mstep: Class 1 contains 2066 members 
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	Iteration 82Q: 3 clusters Score -1064581 nChanged 3
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	Iteration 83Q: 3 clusters Score -1064582 nChanged 4
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Mstep: Class 1 contains 2059 members 
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	Iteration 84Q: 3 clusters Score -1064581 nChanged 4
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	Iteration 85Q: 3 clusters Score -1064582 nChanged 6
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	Iteration 86Q: 3 clusters Score -1064583 nChanged 8
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Mstep: Class 1 contains 2041 members 
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	Iteration 87Q: 3 clusters Score -1064583 nChanged 9
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Mstep: Class 1 contains 2032 members 
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	Iteration 88Q: 3 clusters Score -1064584 nChanged 3
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Mstep: Class 1 contains 2029 members 
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	Iteration 89Q: 3 clusters Score -1064585 nChanged 7
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Mstep: Class 1 contains 2022 members 
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	Iteration 90Q: 3 clusters Score -1064584 nChanged 6
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Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14369 members 
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	Iteration 91Q: 3 clusters Score -1064584 nChanged 6
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Mstep: Class 1 contains 2010 members 
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	Iteration 92Q: 3 clusters Score -1064583 nChanged 3
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Entering Unmasked Estep 
Score: -1064583.875000 Penalty: 883.075073
	Iteration 93Q: 3 clusters Score -1064584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1064585.375000 Penalty: 883.075073
	Iteration 94Q: 3 clusters Score -1064585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1064585.000000 Penalty: 883.075073
	Iteration 95Q: 3 clusters Score -1064585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1064585.000000 Penalty: 883.075073
	Iteration 96Q: 3 clusters Score -1064585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1064586.500000 Penalty: 883.075073
	Iteration 97Q: 3 clusters Score -1064586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1064586.125000 Penalty: 883.075073
	Iteration 98Q: 3 clusters Score -1064586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1064587.250000 Penalty: 883.075073
	Iteration 99Q: 3 clusters Score -1064587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1064586.125000 Penalty: 883.075073
	Iteration 100F: 3 clusters Score -1064586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1064586.250000 Penalty: 883.075073
	Iteration 101Q: 3 clusters Score -1064586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1064585.750000 Penalty: 883.075073
	Iteration 102Q: 3 clusters Score -1064586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1064585.125000 Penalty: 883.075073
	Iteration 103Q: 3 clusters Score -1064585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1064586.000000 Penalty: 883.075073
	Iteration 104Q: 3 clusters Score -1064586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1064588.000000 Penalty: 883.075073
	Iteration 105Q: 3 clusters Score -1064588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1064587.500000 Penalty: 883.075073
	Iteration 106Q: 3 clusters Score -1064588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1064586.750000 Penalty: 883.075073
	Iteration 107Q: 3 clusters Score -1064587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1064586.500000 Penalty: 883.075073
	Iteration 108Q: 3 clusters Score -1064586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1064588.625000 Penalty: 883.075073
	Iteration 109Q: 3 clusters Score -1064589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1064588.375000 Penalty: 883.075073
	Iteration 110Q: 3 clusters Score -1064588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1064588.000000 Penalty: 883.075073
	Iteration 111Q: 3 clusters Score -1064588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1064588.750000 Penalty: 883.075073
	Iteration 112Q: 3 clusters Score -1064589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1064588.875000 Penalty: 883.075073
	Iteration 113Q: 3 clusters Score -1064589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1064590.000000 Penalty: 883.075073
	Iteration 114Q: 3 clusters Score -1064590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1064589.375000 Penalty: 883.075073
	Iteration 115Q: 3 clusters Score -1064589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1064589.625000 Penalty: 883.075073
	Iteration 116Q: 3 clusters Score -1064590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1064589.625000 Penalty: 883.075073
	Iteration 117F: 3 clusters Score -1064590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -148818.687500 Penalty: 353.965759
	Iteration 0F: 2 clusters Score -148818.7 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 1217 members 
Entering Unmasked Estep 
Score: -147140.937500 Penalty: 707.931519
	Iteration 0F: 3 clusters Score -147140.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -147729.843750 Penalty: 707.931519
	Iteration 1F: 3 clusters Score -147729.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -147799.890625 Penalty: 707.931519
	Iteration 2F: 3 clusters Score -147799.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -147878.375000 Penalty: 707.931519
	Iteration 3F: 3 clusters Score -147878.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -147956.468750 Penalty: 707.931519
	Iteration 4Q: 3 clusters Score -147956.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -148020.843750 Penalty: 707.931519
	Iteration 5Q: 3 clusters Score -148020.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -148078.187500 Penalty: 707.931519
	Iteration 6Q: 3 clusters Score -148078.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -148126.734375 Penalty: 707.931519
	Iteration 7Q: 3 clusters Score -148126.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -148173.437500 Penalty: 707.931519
	Iteration 8Q: 3 clusters Score -148173.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -148214.390625 Penalty: 707.931519
	Iteration 9Q: 3 clusters Score -148214.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -148238.687500 Penalty: 707.931519
	Iteration 10Q: 3 clusters Score -148238.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -148253.187500 Penalty: 707.931519
	Iteration 11Q: 3 clusters Score -148253.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -148269.765625 Penalty: 707.931519
	Iteration 12Q: 3 clusters Score -148269.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -148278.218750 Penalty: 707.931519
	Iteration 13Q: 3 clusters Score -148278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148283.703125 Penalty: 707.931519
	Iteration 14Q: 3 clusters Score -148283.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148287.296875 Penalty: 707.931519
	Iteration 15Q: 3 clusters Score -148287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148290.187500 Penalty: 707.931519
	Iteration 16Q: 3 clusters Score -148290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148294.437500 Penalty: 707.931519
	Iteration 17Q: 3 clusters Score -148294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -148299.531250 Penalty: 707.931519
	Iteration 18Q: 3 clusters Score -148299.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -148302.734375 Penalty: 707.931519
	Iteration 19Q: 3 clusters Score -148302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -148304.953125 Penalty: 707.931519
	Iteration 20F: 3 clusters Score -148305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -148307.093750 Penalty: 707.931519
	Iteration 21Q: 3 clusters Score -148307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -148308.828125 Penalty: 707.931519
	Iteration 22Q: 3 clusters Score -148308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -148309.234375 Penalty: 707.931519
	Iteration 23Q: 3 clusters Score -148309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -148309.812500 Penalty: 707.931519
	Iteration 24Q: 3 clusters Score -148309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -148309.843750 Penalty: 707.931519
	Iteration 25Q: 3 clusters Score -148309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -148309.843750 Penalty: 707.931519
	Iteration 26F: 3 clusters Score -148309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Entering Unmasked Estep 
Score: -1494863.250000 Penalty: 459.790466
	Iteration 0F: 2 clusters Score -1494863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1478405.625000 Penalty: 919.580933
	Iteration 0F: 3 clusters Score -1478406 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1485882.875000 Penalty: 919.580933
	Iteration 1F: 3 clusters Score -1485883 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1486673.375000 Penalty: 919.580933
	Iteration 2F: 3 clusters Score -1486673 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1487921.875000 Penalty: 919.580933
	Iteration 3F: 3 clusters Score -1487922 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1489477.500000 Penalty: 919.580933
	Iteration 4F: 3 clusters Score -1489478 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1491011.625000 Penalty: 919.580933
	Iteration 5F: 3 clusters Score -1491012 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1492120.000000 Penalty: 919.580933
	Iteration 6F: 3 clusters Score -1492120 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1492859.875000 Penalty: 919.580933
	Iteration 7Q: 3 clusters Score -1492860 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1493396.500000 Penalty: 919.580933
	Iteration 8Q: 3 clusters Score -1493396 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1493760.875000 Penalty: 919.580933
	Iteration 9Q: 3 clusters Score -1493761 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1494018.875000 Penalty: 919.580933
	Iteration 10Q: 3 clusters Score -1494019 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1494183.250000 Penalty: 919.580933
	Iteration 11Q: 3 clusters Score -1494183 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1494278.750000 Penalty: 919.580933
	Iteration 12Q: 3 clusters Score -1494279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1494338.250000 Penalty: 919.580933
	Iteration 13Q: 3 clusters Score -1494338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1494371.375000 Penalty: 919.580933
	Iteration 14Q: 3 clusters Score -1494371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1494400.000000 Penalty: 919.580933
	Iteration 15Q: 3 clusters Score -1494400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1494414.000000 Penalty: 919.580933
	Iteration 16Q: 3 clusters Score -1494414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1494427.375000 Penalty: 919.580933
	Iteration 17Q: 3 clusters Score -1494427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1494441.875000 Penalty: 919.580933
	Iteration 18Q: 3 clusters Score -1494442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1494454.375000 Penalty: 919.580933
	Iteration 19Q: 3 clusters Score -1494454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1494462.125000 Penalty: 919.580933
	Iteration 20F: 3 clusters Score -1494462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1494464.500000 Penalty: 919.580933
	Iteration 21Q: 3 clusters Score -1494464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1494463.250000 Penalty: 919.580933
	Iteration 22Q: 3 clusters Score -1494463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1494466.875000 Penalty: 919.580933
	Iteration 23Q: 3 clusters Score -1494467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1494467.375000 Penalty: 919.580933
	Iteration 24Q: 3 clusters Score -1494467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1494467.125000 Penalty: 919.580933
	Iteration 25Q: 3 clusters Score -1494467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1494469.250000 Penalty: 919.580933
	Iteration 26Q: 3 clusters Score -1494469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1494473.875000 Penalty: 919.580933
	Iteration 27Q: 3 clusters Score -1494474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1494478.875000 Penalty: 919.580933
	Iteration 28Q: 3 clusters Score -1494479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1494480.625000 Penalty: 919.580933
	Iteration 29Q: 3 clusters Score -1494481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1494482.500000 Penalty: 919.580933
	Iteration 30Q: 3 clusters Score -1494482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1494481.875000 Penalty: 919.580933
	Iteration 31Q: 3 clusters Score -1494482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1494483.375000 Penalty: 919.580933
	Iteration 32Q: 3 clusters Score -1494483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1494483.125000 Penalty: 919.580933
	Iteration 33Q: 3 clusters Score -1494483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1494483.125000 Penalty: 919.580933
	Iteration 34F: 3 clusters Score -1494483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Entering Unmasked Estep 
Score: -4798123.500000 Penalty: 511.728027
	Iteration 0F: 2 clusters Score -4798124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -4747027.000000 Penalty: 1023.456055
	Iteration 0F: 3 clusters Score -4747027 nChanged 37415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -4771758.500000 Penalty: 1023.456055
	Iteration 1F: 3 clusters Score -4771758 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -4774847.500000 Penalty: 1023.456055
	Iteration 2F: 3 clusters Score -4774848 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -4779452.500000 Penalty: 1023.456055
	Iteration 3F: 3 clusters Score -4779452 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -4784944.500000 Penalty: 1023.456055
	Iteration 4F: 3 clusters Score -4784944 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -4789304.500000 Penalty: 1023.456055
	Iteration 5F: 3 clusters Score -4789304 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -4791652.500000 Penalty: 1023.456055
	Iteration 6Q: 3 clusters Score -4791652 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -4792767.500000 Penalty: 1023.456055
	Iteration 7Q: 3 clusters Score -4792768 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -4793650.000000 Penalty: 1023.456055
	Iteration 8Q: 3 clusters Score -4793650 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -4794371.000000 Penalty: 1023.456055
	Iteration 9Q: 3 clusters Score -4794371 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -4795094.000000 Penalty: 1023.456055
	Iteration 10Q: 3 clusters Score -4795094 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -4795692.500000 Penalty: 1023.456055
	Iteration 11Q: 3 clusters Score -4795692 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -4796194.500000 Penalty: 1023.456055
	Iteration 12Q: 3 clusters Score -4796194 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -4796625.500000 Penalty: 1023.456055
	Iteration 13Q: 3 clusters Score -4796626 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -4796912.000000 Penalty: 1023.456055
	Iteration 14Q: 3 clusters Score -4796912 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -4797136.000000 Penalty: 1023.456055
	Iteration 15Q: 3 clusters Score -4797136 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -4797313.000000 Penalty: 1023.456055
	Iteration 16Q: 3 clusters Score -4797313 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -4797384.500000 Penalty: 1023.456055
	Iteration 17Q: 3 clusters Score -4797384 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -4797471.000000 Penalty: 1023.456055
	Iteration 18Q: 3 clusters Score -4797471 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -4797559.000000 Penalty: 1023.456055
	Iteration 19Q: 3 clusters Score -4797559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -4797578.500000 Penalty: 1023.456055
	Iteration 20F: 3 clusters Score -4797578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -4797602.500000 Penalty: 1023.456055
	Iteration 21Q: 3 clusters Score -4797602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -4797623.000000 Penalty: 1023.456055
	Iteration 22Q: 3 clusters Score -4797623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -4797633.500000 Penalty: 1023.456055
	Iteration 23Q: 3 clusters Score -4797634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -4797651.500000 Penalty: 1023.456055
	Iteration 24Q: 3 clusters Score -4797652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -4797664.500000 Penalty: 1023.456055
	Iteration 25Q: 3 clusters Score -4797664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -4797675.500000 Penalty: 1023.456055
	Iteration 26Q: 3 clusters Score -4797676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -4797678.000000 Penalty: 1023.456055
	Iteration 27Q: 3 clusters Score -4797678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -4797685.000000 Penalty: 1023.456055
	Iteration 28Q: 3 clusters Score -4797685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -4797686.000000 Penalty: 1023.456055
	Iteration 29Q: 3 clusters Score -4797686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -4797690.000000 Penalty: 1023.456055
	Iteration 30Q: 3 clusters Score -4797690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -4797693.000000 Penalty: 1023.456055
	Iteration 31Q: 3 clusters Score -4797693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -4797694.000000 Penalty: 1023.456055
	Iteration 32Q: 3 clusters Score -4797694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -4797695.500000 Penalty: 1023.456055
	Iteration 33Q: 3 clusters Score -4797696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -4797698.000000 Penalty: 1023.456055
	Iteration 34Q: 3 clusters Score -4797698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -4797701.000000 Penalty: 1023.456055
	Iteration 35Q: 3 clusters Score -4797701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -4797705.000000 Penalty: 1023.456055
	Iteration 36Q: 3 clusters Score -4797705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -4797704.000000 Penalty: 1023.456055
	Iteration 37Q: 3 clusters Score -4797704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -4797708.000000 Penalty: 1023.456055
	Iteration 38Q: 3 clusters Score -4797708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -4797706.500000 Penalty: 1023.456055
	Iteration 39Q: 3 clusters Score -4797706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -4797703.000000 Penalty: 1023.456055
	Iteration 40F: 3 clusters Score -4797703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -4797707.000000 Penalty: 1023.456055
	Iteration 41Q: 3 clusters Score -4797707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -4797707.500000 Penalty: 1023.456055
	Iteration 42Q: 3 clusters Score -4797708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -4797704.500000 Penalty: 1023.456055
	Iteration 43Q: 3 clusters Score -4797704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -4797710.500000 Penalty: 1023.456055
	Iteration 44Q: 3 clusters Score -4797710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -4797710.500000 Penalty: 1023.456055
	Iteration 45F: 3 clusters Score -4797710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Entering Unmasked Estep 
Score: -2853089.250000 Penalty: 485.588531
	Iteration 0F: 2 clusters Score -2853089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2824915.250000 Penalty: 971.177063
	Iteration 0F: 3 clusters Score -2824915 nChanged 20761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2838266.250000 Penalty: 971.177063
	Iteration 1F: 3 clusters Score -2838266 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2839933.000000 Penalty: 971.177063
	Iteration 2F: 3 clusters Score -2839933 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2842347.250000 Penalty: 971.177063
	Iteration 3F: 3 clusters Score -2842347 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2845376.250000 Penalty: 971.177063
	Iteration 4F: 3 clusters Score -2845376 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2848149.500000 Penalty: 971.177063
	Iteration 5F: 3 clusters Score -2848150 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2849750.250000 Penalty: 971.177063
	Iteration 6Q: 3 clusters Score -2849750 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2850782.000000 Penalty: 971.177063
	Iteration 7Q: 3 clusters Score -2850782 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2851537.750000 Penalty: 971.177063
	Iteration 8Q: 3 clusters Score -2851538 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2852042.000000 Penalty: 971.177063
	Iteration 9Q: 3 clusters Score -2852042 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2852362.000000 Penalty: 971.177063
	Iteration 10Q: 3 clusters Score -2852362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2852460.500000 Penalty: 971.177063
	Iteration 11Q: 3 clusters Score -2852460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2852528.000000 Penalty: 971.177063
	Iteration 12Q: 3 clusters Score -2852528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2852569.750000 Penalty: 971.177063
	Iteration 13Q: 3 clusters Score -2852570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2852589.250000 Penalty: 971.177063
	Iteration 14Q: 3 clusters Score -2852589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2852597.000000 Penalty: 971.177063
	Iteration 15Q: 3 clusters Score -2852597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2852600.000000 Penalty: 971.177063
	Iteration 16Q: 3 clusters Score -2852600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2852600.000000 Penalty: 971.177063
	Iteration 17F: 3 clusters Score -2852600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Entering Unmasked Estep 
Score: -2671018.250000 Penalty: 483.182648
	Iteration 0F: 2 clusters Score -2671018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2643951.500000 Penalty: 966.365295
	Iteration 0F: 3 clusters Score -2643952 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2655673.250000 Penalty: 966.365295
	Iteration 1F: 3 clusters Score -2655673 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2656473.500000 Penalty: 966.365295
	Iteration 2Q: 3 clusters Score -2656474 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2657809.000000 Penalty: 966.365295
	Iteration 3F: 3 clusters Score -2657809 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -2659824.500000 Penalty: 966.365295
	Iteration 4F: 3 clusters Score -2659824 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -2662221.000000 Penalty: 966.365295
	Iteration 5F: 3 clusters Score -2662221 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -2664155.500000 Penalty: 966.365295
	Iteration 6F: 3 clusters Score -2664156 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -2665027.750000 Penalty: 966.365295
	Iteration 7Q: 3 clusters Score -2665028 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -2665293.750000 Penalty: 966.365295
	Iteration 8Q: 3 clusters Score -2665294 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -2665399.250000 Penalty: 966.365295
	Iteration 9Q: 3 clusters Score -2665399 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -2665480.500000 Penalty: 966.365295
	Iteration 10Q: 3 clusters Score -2665480 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -2665582.750000 Penalty: 966.365295
	Iteration 11Q: 3 clusters Score -2665583 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -2665654.000000 Penalty: 966.365295
	Iteration 12Q: 3 clusters Score -2665654 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -2665814.500000 Penalty: 966.365295
	Iteration 13Q: 3 clusters Score -2665814 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -2665996.250000 Penalty: 966.365295
	Iteration 14Q: 3 clusters Score -2665996 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2666132.250000 Penalty: 966.365295
	Iteration 15Q: 3 clusters Score -2666132 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -2666287.750000 Penalty: 966.365295
	Iteration 16Q: 3 clusters Score -2666288 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -2666461.000000 Penalty: 966.365295
	Iteration 17Q: 3 clusters Score -2666461 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2666631.000000 Penalty: 966.365295
	Iteration 18Q: 3 clusters Score -2666631 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2666793.000000 Penalty: 966.365295
	Iteration 19Q: 3 clusters Score -2666793 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2666938.250000 Penalty: 966.365295
	Iteration 20F: 3 clusters Score -2666938 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2667086.750000 Penalty: 966.365295
	Iteration 21Q: 3 clusters Score -2667087 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -2667206.500000 Penalty: 966.365295
	Iteration 22Q: 3 clusters Score -2667206 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2667340.500000 Penalty: 966.365295
	Iteration 23Q: 3 clusters Score -2667340 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2667428.250000 Penalty: 966.365295
	Iteration 24Q: 3 clusters Score -2667428 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2667528.000000 Penalty: 966.365295
	Iteration 25Q: 3 clusters Score -2667528 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2667627.750000 Penalty: 966.365295
	Iteration 26Q: 3 clusters Score -2667628 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2667705.750000 Penalty: 966.365295
	Iteration 27Q: 3 clusters Score -2667706 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2667781.000000 Penalty: 966.365295
	Iteration 28Q: 3 clusters Score -2667781 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2667862.750000 Penalty: 966.365295
	Iteration 29Q: 3 clusters Score -2667863 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2667935.000000 Penalty: 966.365295
	Iteration 30Q: 3 clusters Score -2667935 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2667970.000000 Penalty: 966.365295
	Iteration 31Q: 3 clusters Score -2667970 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2668015.250000 Penalty: 966.365295
	Iteration 32Q: 3 clusters Score -2668015 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2668034.250000 Penalty: 966.365295
	Iteration 33Q: 3 clusters Score -2668034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2668058.750000 Penalty: 966.365295
	Iteration 34Q: 3 clusters Score -2668059 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2668077.750000 Penalty: 966.365295
	Iteration 35Q: 3 clusters Score -2668078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2668089.750000 Penalty: 966.365295
	Iteration 36Q: 3 clusters Score -2668090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2668107.500000 Penalty: 966.365295
	Iteration 37Q: 3 clusters Score -2668108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2668122.250000 Penalty: 966.365295
	Iteration 38Q: 3 clusters Score -2668122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2668131.750000 Penalty: 966.365295
	Iteration 39Q: 3 clusters Score -2668132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2668141.250000 Penalty: 966.365295
	Iteration 40F: 3 clusters Score -2668141 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2668144.250000 Penalty: 966.365295
	Iteration 41Q: 3 clusters Score -2668144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2668153.500000 Penalty: 966.365295
	Iteration 42Q: 3 clusters Score -2668154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2668154.250000 Penalty: 966.365295
	Iteration 43Q: 3 clusters Score -2668154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2668157.250000 Penalty: 966.365295
	Iteration 44Q: 3 clusters Score -2668157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2668167.000000 Penalty: 966.365295
	Iteration 45Q: 3 clusters Score -2668167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2668175.750000 Penalty: 966.365295
	Iteration 46Q: 3 clusters Score -2668176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2668179.000000 Penalty: 966.365295
	Iteration 47Q: 3 clusters Score -2668179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2668188.250000 Penalty: 966.365295
	Iteration 48Q: 3 clusters Score -2668188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2668185.750000 Penalty: 966.365295
	Iteration 49Q: 3 clusters Score -2668186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2668188.500000 Penalty: 966.365295
	Iteration 50Q: 3 clusters Score -2668188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2668191.250000 Penalty: 966.365295
	Iteration 51Q: 3 clusters Score -2668191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2668184.250000 Penalty: 966.365295
	Iteration 52Q: 3 clusters Score -2668184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2668185.750000 Penalty: 966.365295
	Iteration 53Q: 3 clusters Score -2668186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2668181.500000 Penalty: 966.365295
	Iteration 54Q: 3 clusters Score -2668182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2668185.250000 Penalty: 966.365295
	Iteration 55Q: 3 clusters Score -2668185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2668186.250000 Penalty: 966.365295
	Iteration 56Q: 3 clusters Score -2668186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2668186.250000 Penalty: 966.365295
	Iteration 57Q: 3 clusters Score -2668186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2668185.500000 Penalty: 966.365295
	Iteration 58Q: 3 clusters Score -2668186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2668185.000000 Penalty: 966.365295
	Iteration 59Q: 3 clusters Score -2668185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2668182.000000 Penalty: 966.365295
	Iteration 60F: 3 clusters Score -2668182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2668183.000000 Penalty: 966.365295
	Iteration 61Q: 3 clusters Score -2668183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2668181.500000 Penalty: 966.365295
	Iteration 62Q: 3 clusters Score -2668182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2668181.000000 Penalty: 966.365295
	Iteration 63Q: 3 clusters Score -2668181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2668177.750000 Penalty: 966.365295
	Iteration 64Q: 3 clusters Score -2668178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2668178.000000 Penalty: 966.365295
	Iteration 65Q: 3 clusters Score -2668178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2668175.250000 Penalty: 966.365295
	Iteration 66Q: 3 clusters Score -2668175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2668177.250000 Penalty: 966.365295
	Iteration 67Q: 3 clusters Score -2668177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2668174.750000 Penalty: 966.365295
	Iteration 68Q: 3 clusters Score -2668175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2668174.750000 Penalty: 966.365295
	Iteration 69F: 3 clusters Score -2668175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Entering Unmasked Estep 
Score: -1593792.125000 Penalty: 463.428406
	Iteration 0F: 2 clusters Score -1593792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1576214.000000 Penalty: 926.856812
	Iteration 0F: 3 clusters Score -1576214 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1583780.500000 Penalty: 926.856812
	Iteration 1F: 3 clusters Score -1583780 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1584451.875000 Penalty: 926.856812
	Iteration 2F: 3 clusters Score -1584452 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1585300.250000 Penalty: 926.856812
	Iteration 3F: 3 clusters Score -1585300 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1586415.500000 Penalty: 926.856812
	Iteration 4F: 3 clusters Score -1586416 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1587684.750000 Penalty: 926.856812
	Iteration 5F: 3 clusters Score -1587685 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1588803.750000 Penalty: 926.856812
	Iteration 6F: 3 clusters Score -1588804 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1589369.375000 Penalty: 926.856812
	Iteration 7Q: 3 clusters Score -1589369 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1589667.500000 Penalty: 926.856812
	Iteration 8Q: 3 clusters Score -1589668 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1589915.125000 Penalty: 926.856812
	Iteration 9Q: 3 clusters Score -1589915 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1590175.375000 Penalty: 926.856812
	Iteration 10Q: 3 clusters Score -1590175 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1590505.125000 Penalty: 926.856812
	Iteration 11Q: 3 clusters Score -1590505 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1590825.750000 Penalty: 926.856812
	Iteration 12Q: 3 clusters Score -1590826 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1591150.750000 Penalty: 926.856812
	Iteration 13Q: 3 clusters Score -1591151 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1591441.625000 Penalty: 926.856812
	Iteration 14Q: 3 clusters Score -1591442 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1591679.500000 Penalty: 926.856812
	Iteration 15Q: 3 clusters Score -1591680 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1591839.000000 Penalty: 926.856812
	Iteration 16Q: 3 clusters Score -1591839 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1591941.000000 Penalty: 926.856812
	Iteration 17Q: 3 clusters Score -1591941 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1591990.750000 Penalty: 926.856812
	Iteration 18Q: 3 clusters Score -1591991 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1592019.750000 Penalty: 926.856812
	Iteration 19Q: 3 clusters Score -1592020 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1592035.625000 Penalty: 926.856812
	Iteration 20F: 3 clusters Score -1592036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1592047.500000 Penalty: 926.856812
	Iteration 21Q: 3 clusters Score -1592048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1592056.125000 Penalty: 926.856812
	Iteration 22Q: 3 clusters Score -1592056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1592060.125000 Penalty: 926.856812
	Iteration 23Q: 3 clusters Score -1592060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1592066.250000 Penalty: 926.856812
	Iteration 24Q: 3 clusters Score -1592066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1592066.375000 Penalty: 926.856812
	Iteration 25Q: 3 clusters Score -1592066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1592067.375000 Penalty: 926.856812
	Iteration 26Q: 3 clusters Score -1592067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1592073.375000 Penalty: 926.856812
	Iteration 27Q: 3 clusters Score -1592073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1592074.875000 Penalty: 926.856812
	Iteration 28Q: 3 clusters Score -1592075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1592080.125000 Penalty: 926.856812
	Iteration 29Q: 3 clusters Score -1592080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1592078.125000 Penalty: 926.856812
	Iteration 30Q: 3 clusters Score -1592078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1592078.250000 Penalty: 926.856812
	Iteration 31Q: 3 clusters Score -1592078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1592078.375000 Penalty: 926.856812
	Iteration 32Q: 3 clusters Score -1592078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1592078.375000 Penalty: 926.856812
	Iteration 33Q: 3 clusters Score -1592078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1592078.750000 Penalty: 926.856812
	Iteration 34Q: 3 clusters Score -1592079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1592079.125000 Penalty: 926.856812
	Iteration 35Q: 3 clusters Score -1592079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1592080.250000 Penalty: 926.856812
	Iteration 36Q: 3 clusters Score -1592080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1592078.250000 Penalty: 926.856812
	Iteration 37Q: 3 clusters Score -1592078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1592078.250000 Penalty: 926.856812
	Iteration 38F: 3 clusters Score -1592078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -219898.265625 Penalty: 375.981628
	Iteration 0F: 2 clusters Score -219898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -217233.984375 Penalty: 751.963257
	Iteration 0F: 3 clusters Score -217234 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -218346.390625 Penalty: 751.963257
	Iteration 1F: 3 clusters Score -218346.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -218540.140625 Penalty: 751.963257
	Iteration 2F: 3 clusters Score -218540.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -218679.406250 Penalty: 751.963257
	Iteration 3F: 3 clusters Score -218679.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -218788.609375 Penalty: 751.963257
	Iteration 4F: 3 clusters Score -218788.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -218880.765625 Penalty: 751.963257
	Iteration 5Q: 3 clusters Score -218880.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -218978.000000 Penalty: 751.963257
	Iteration 6Q: 3 clusters Score -218978 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -219076.796875 Penalty: 751.963257
	Iteration 7Q: 3 clusters Score -219076.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -219157.875000 Penalty: 751.963257
	Iteration 8Q: 3 clusters Score -219157.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -219237.687500 Penalty: 751.963257
	Iteration 9Q: 3 clusters Score -219237.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -219286.468750 Penalty: 751.963257
	Iteration 10Q: 3 clusters Score -219286.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -219318.312500 Penalty: 751.963257
	Iteration 11Q: 3 clusters Score -219318.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -219333.156250 Penalty: 751.963257
	Iteration 12Q: 3 clusters Score -219333.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -219339.734375 Penalty: 751.963257
	Iteration 13Q: 3 clusters Score -219339.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -219348.843750 Penalty: 751.963257
	Iteration 14Q: 3 clusters Score -219348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -219354.890625 Penalty: 751.963257
	Iteration 15Q: 3 clusters Score -219354.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -219364.843750 Penalty: 751.963257
	Iteration 16Q: 3 clusters Score -219364.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -219373.328125 Penalty: 751.963257
	Iteration 17Q: 3 clusters Score -219373.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -219379.703125 Penalty: 751.963257
	Iteration 18Q: 3 clusters Score -219379.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -219385.328125 Penalty: 751.963257
	Iteration 19Q: 3 clusters Score -219385.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -219390.453125 Penalty: 751.963257
	Iteration 20F: 3 clusters Score -219390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -219396.765625 Penalty: 751.963257
	Iteration 21Q: 3 clusters Score -219396.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -219400.578125 Penalty: 751.963257
	Iteration 22Q: 3 clusters Score -219400.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -219403.984375 Penalty: 751.963257
	Iteration 23Q: 3 clusters Score -219404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -219408.140625 Penalty: 751.963257
	Iteration 24Q: 3 clusters Score -219408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -219412.093750 Penalty: 751.963257
	Iteration 25Q: 3 clusters Score -219412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -219417.390625 Penalty: 751.963257
	Iteration 26Q: 3 clusters Score -219417.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -219423.953125 Penalty: 751.963257
	Iteration 27Q: 3 clusters Score -219424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -219429.421875 Penalty: 751.963257
	Iteration 28Q: 3 clusters Score -219429.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -219433.765625 Penalty: 751.963257
	Iteration 29Q: 3 clusters Score -219433.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -219435.765625 Penalty: 751.963257
	Iteration 30Q: 3 clusters Score -219435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -219437.765625 Penalty: 751.963257
	Iteration 31Q: 3 clusters Score -219437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -219438.625000 Penalty: 751.963257
	Iteration 32Q: 3 clusters Score -219438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -219439.937500 Penalty: 751.963257
	Iteration 33Q: 3 clusters Score -219439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -219440.953125 Penalty: 751.963257
	Iteration 34Q: 3 clusters Score -219441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -219442.125000 Penalty: 751.963257
	Iteration 35Q: 3 clusters Score -219442.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -219443.328125 Penalty: 751.963257
	Iteration 36Q: 3 clusters Score -219443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -219443.750000 Penalty: 751.963257
	Iteration 37Q: 3 clusters Score -219443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -219444.015625 Penalty: 751.963257
	Iteration 38Q: 3 clusters Score -219444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -219444.500000 Penalty: 751.963257
	Iteration 39Q: 3 clusters Score -219444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -219443.984375 Penalty: 751.963257
	Iteration 40F: 3 clusters Score -219444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -219444.671875 Penalty: 751.963257
	Iteration 41Q: 3 clusters Score -219444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -219445.671875 Penalty: 751.963257
	Iteration 42Q: 3 clusters Score -219445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -219446.062500 Penalty: 751.963257
	Iteration 43Q: 3 clusters Score -219446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -219447.703125 Penalty: 751.963257
	Iteration 44Q: 3 clusters Score -219447.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -219448.671875 Penalty: 751.963257
	Iteration 45Q: 3 clusters Score -219448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -219450.312500 Penalty: 751.963257
	Iteration 46Q: 3 clusters Score -219450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -219451.937500 Penalty: 751.963257
	Iteration 47Q: 3 clusters Score -219451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -219454.406250 Penalty: 751.963257
	Iteration 48Q: 3 clusters Score -219454.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -219455.578125 Penalty: 751.963257
	Iteration 49Q: 3 clusters Score -219455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -219456.859375 Penalty: 751.963257
	Iteration 50Q: 3 clusters Score -219456.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -219457.593750 Penalty: 751.963257
	Iteration 51Q: 3 clusters Score -219457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -219459.062500 Penalty: 751.963257
	Iteration 52Q: 3 clusters Score -219459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -219460.234375 Penalty: 751.963257
	Iteration 53Q: 3 clusters Score -219460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -219462.765625 Penalty: 751.963257
	Iteration 54Q: 3 clusters Score -219462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -219464.687500 Penalty: 751.963257
	Iteration 55Q: 3 clusters Score -219464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -219466.234375 Penalty: 751.963257
	Iteration 56Q: 3 clusters Score -219466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -219467.109375 Penalty: 751.963257
	Iteration 57Q: 3 clusters Score -219467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -219467.437500 Penalty: 751.963257
	Iteration 58Q: 3 clusters Score -219467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -219467.796875 Penalty: 751.963257
	Iteration 59Q: 3 clusters Score -219467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -219467.843750 Penalty: 751.963257
	Iteration 60F: 3 clusters Score -219467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -219468.125000 Penalty: 751.963257
	Iteration 61Q: 3 clusters Score -219468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -219468.671875 Penalty: 751.963257
	Iteration 62Q: 3 clusters Score -219468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -219468.828125 Penalty: 751.963257
	Iteration 63Q: 3 clusters Score -219468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -219468.984375 Penalty: 751.963257
	Iteration 64Q: 3 clusters Score -219469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -219469.109375 Penalty: 751.963257
	Iteration 65Q: 3 clusters Score -219469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -219469.109375 Penalty: 751.963257
	Iteration 66F: 3 clusters Score -219469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -113023.218750 Penalty: 342.758728
	Iteration 0F: 2 clusters Score -113023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -111642.515625 Penalty: 685.517456
	Iteration 0F: 3 clusters Score -111642.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -112096.718750 Penalty: 685.517456
	Iteration 1F: 3 clusters Score -112096.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -112209.492188 Penalty: 685.517456
	Iteration 2F: 3 clusters Score -112209.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -112275.921875 Penalty: 685.517456
	Iteration 3F: 3 clusters Score -112275.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -112315.523438 Penalty: 685.517456
	Iteration 4Q: 3 clusters Score -112315.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -112355.632812 Penalty: 685.517456
	Iteration 5Q: 3 clusters Score -112355.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -112385.960938 Penalty: 685.517456
	Iteration 6Q: 3 clusters Score -112386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -112405.210938 Penalty: 685.517456
	Iteration 7Q: 3 clusters Score -112405.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -112429.039062 Penalty: 685.517456
	Iteration 8Q: 3 clusters Score -112429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -112451.000000 Penalty: 685.517456
	Iteration 9Q: 3 clusters Score -112451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -112467.187500 Penalty: 685.517456
	Iteration 10Q: 3 clusters Score -112467.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -112485.960938 Penalty: 685.517456
	Iteration 11Q: 3 clusters Score -112486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -112500.937500 Penalty: 685.517456
	Iteration 12Q: 3 clusters Score -112500.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -112513.851562 Penalty: 685.517456
	Iteration 13Q: 3 clusters Score -112513.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -112526.187500 Penalty: 685.517456
	Iteration 14Q: 3 clusters Score -112526.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -112540.609375 Penalty: 685.517456
	Iteration 15Q: 3 clusters Score -112540.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -112554.757812 Penalty: 685.517456
	Iteration 16Q: 3 clusters Score -112554.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -112571.218750 Penalty: 685.517456
	Iteration 17Q: 3 clusters Score -112571.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -112581.695312 Penalty: 685.517456
	Iteration 18Q: 3 clusters Score -112581.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -112591.601562 Penalty: 685.517456
	Iteration 19Q: 3 clusters Score -112591.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -112599.289062 Penalty: 685.517456
	Iteration 20F: 3 clusters Score -112599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -112606.484375 Penalty: 685.517456
	Iteration 21Q: 3 clusters Score -112606.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -112614.585938 Penalty: 685.517456
	Iteration 22Q: 3 clusters Score -112614.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -112618.890625 Penalty: 685.517456
	Iteration 23Q: 3 clusters Score -112618.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -112626.117188 Penalty: 685.517456
	Iteration 24Q: 3 clusters Score -112626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -112631.296875 Penalty: 685.517456
	Iteration 25Q: 3 clusters Score -112631.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -112633.914062 Penalty: 685.517456
	Iteration 26Q: 3 clusters Score -112633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -112636.718750 Penalty: 685.517456
	Iteration 27Q: 3 clusters Score -112636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -112637.937500 Penalty: 685.517456
	Iteration 28Q: 3 clusters Score -112637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -112641.460938 Penalty: 685.517456
	Iteration 29Q: 3 clusters Score -112641.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -112644.109375 Penalty: 685.517456
	Iteration 30Q: 3 clusters Score -112644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -112648.687500 Penalty: 685.517456
	Iteration 31Q: 3 clusters Score -112648.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -112654.578125 Penalty: 685.517456
	Iteration 32Q: 3 clusters Score -112654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -112660.492188 Penalty: 685.517456
	Iteration 33Q: 3 clusters Score -112660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -112667.585938 Penalty: 685.517456
	Iteration 34Q: 3 clusters Score -112667.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -112674.750000 Penalty: 685.517456
	Iteration 35Q: 3 clusters Score -112674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -112677.992188 Penalty: 685.517456
	Iteration 36Q: 3 clusters Score -112678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -112684.617188 Penalty: 685.517456
	Iteration 37Q: 3 clusters Score -112684.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -112691.250000 Penalty: 685.517456
	Iteration 38Q: 3 clusters Score -112691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -112699.031250 Penalty: 685.517456
	Iteration 39Q: 3 clusters Score -112699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -112703.781250 Penalty: 685.517456
	Iteration 40F: 3 clusters Score -112703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -112705.585938 Penalty: 685.517456
	Iteration 41Q: 3 clusters Score -112705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -112709.000000 Penalty: 685.517456
	Iteration 42Q: 3 clusters Score -112709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -112712.359375 Penalty: 685.517456
	Iteration 43Q: 3 clusters Score -112712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -112713.929688 Penalty: 685.517456
	Iteration 44Q: 3 clusters Score -112713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -112716.156250 Penalty: 685.517456
	Iteration 45Q: 3 clusters Score -112716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -112717.742188 Penalty: 685.517456
	Iteration 46Q: 3 clusters Score -112717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -112719.500000 Penalty: 685.517456
	Iteration 47Q: 3 clusters Score -112719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -112720.187500 Penalty: 685.517456
	Iteration 48Q: 3 clusters Score -112720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -112720.187500 Penalty: 685.517456
	Iteration 49F: 3 clusters Score -112720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -110434.289062 Penalty: 339.347473
	Iteration 0F: 2 clusters Score -110434.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109163.632812 Penalty: 678.694946
	Iteration 0F: 3 clusters Score -109163.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109605.007812 Penalty: 678.694946
	Iteration 1F: 3 clusters Score -109605 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -109764.109375 Penalty: 678.694946
	Iteration 2F: 3 clusters Score -109764.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109969.523438 Penalty: 678.694946
	Iteration 3F: 3 clusters Score -109969.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110111.226562 Penalty: 678.694946
	Iteration 4F: 3 clusters Score -110111.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110190.289062 Penalty: 678.694946
	Iteration 5F: 3 clusters Score -110190.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110233.218750 Penalty: 678.694946
	Iteration 6Q: 3 clusters Score -110233.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110245.601562 Penalty: 678.694946
	Iteration 7Q: 3 clusters Score -110245.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110252.093750 Penalty: 678.694946
	Iteration 8Q: 3 clusters Score -110252.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110259.398438 Penalty: 678.694946
	Iteration 9Q: 3 clusters Score -110259.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110264.523438 Penalty: 678.694946
	Iteration 10Q: 3 clusters Score -110264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110268.335938 Penalty: 678.694946
	Iteration 11Q: 3 clusters Score -110268.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110274.796875 Penalty: 678.694946
	Iteration 12Q: 3 clusters Score -110274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -110279.500000 Penalty: 678.694946
	Iteration 13Q: 3 clusters Score -110279.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110287.250000 Penalty: 678.694946
	Iteration 14Q: 3 clusters Score -110287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110289.101562 Penalty: 678.694946
	Iteration 15Q: 3 clusters Score -110289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110292.937500 Penalty: 678.694946
	Iteration 16Q: 3 clusters Score -110292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -110298.976562 Penalty: 678.694946
	Iteration 17Q: 3 clusters Score -110299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110306.953125 Penalty: 678.694946
	Iteration 18Q: 3 clusters Score -110307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110319.148438 Penalty: 678.694946
	Iteration 19Q: 3 clusters Score -110319.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110326.593750 Penalty: 678.694946
	Iteration 20F: 3 clusters Score -110326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110329.437500 Penalty: 678.694946
	Iteration 21Q: 3 clusters Score -110329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110333.562500 Penalty: 678.694946
	Iteration 22Q: 3 clusters Score -110333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110336.437500 Penalty: 678.694946
	Iteration 23Q: 3 clusters Score -110336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -110338.046875 Penalty: 678.694946
	Iteration 24Q: 3 clusters Score -110338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -110338.046875 Penalty: 678.694946
	Iteration 25F: 3 clusters Score -110338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -23974.552734 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -23974.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23533.527344 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -23533.53 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23667.835938 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -23667.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23707.986328 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -23707.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23734.064453 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -23734.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23752.970703 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -23752.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23775.169922 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -23775.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23786.341797 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -23786.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23792.726562 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -23792.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23797.574219 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -23797.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23800.431641 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -23800.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23801.617188 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -23801.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23802.681641 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -23802.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23802.681641 Penalty: 553.273926
	Iteration 12F: 3 clusters Score -23802.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -58392.222656 Penalty: 315.025116
	Iteration 0F: 2 clusters Score -58392.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -57560.417969 Penalty: 630.050232
	Iteration 0F: 3 clusters Score -57560.42 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57801.742188 Penalty: 630.050232
	Iteration 1F: 3 clusters Score -57801.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57862.964844 Penalty: 630.050232
	Iteration 2F: 3 clusters Score -57862.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -57912.609375 Penalty: 630.050232
	Iteration 3F: 3 clusters Score -57912.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57958.292969 Penalty: 630.050232
	Iteration 4F: 3 clusters Score -57958.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -57988.554688 Penalty: 630.050232
	Iteration 5Q: 3 clusters Score -57988.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58008.246094 Penalty: 630.050232
	Iteration 6Q: 3 clusters Score -58008.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -58032.261719 Penalty: 630.050232
	Iteration 7Q: 3 clusters Score -58032.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -58050.992188 Penalty: 630.050232
	Iteration 8Q: 3 clusters Score -58050.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -58064.070312 Penalty: 630.050232
	Iteration 9Q: 3 clusters Score -58064.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -58069.238281 Penalty: 630.050232
	Iteration 10Q: 3 clusters Score -58069.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -58072.605469 Penalty: 630.050232
	Iteration 11Q: 3 clusters Score -58072.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -58079.054688 Penalty: 630.050232
	Iteration 12Q: 3 clusters Score -58079.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -58087.781250 Penalty: 630.050232
	Iteration 13Q: 3 clusters Score -58087.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -58098.316406 Penalty: 630.050232
	Iteration 14Q: 3 clusters Score -58098.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -58105.187500 Penalty: 630.050232
	Iteration 15Q: 3 clusters Score -58105.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -58108.265625 Penalty: 630.050232
	Iteration 16Q: 3 clusters Score -58108.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -58109.710938 Penalty: 630.050232
	Iteration 17Q: 3 clusters Score -58109.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -58111.007812 Penalty: 630.050232
	Iteration 18Q: 3 clusters Score -58111.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -58111.906250 Penalty: 630.050232
	Iteration 19Q: 3 clusters Score -58111.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -58112.121094 Penalty: 630.050232
	Iteration 20F: 3 clusters Score -58112.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58112.574219 Penalty: 630.050232
	Iteration 21Q: 3 clusters Score -58112.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -58113.390625 Penalty: 630.050232
	Iteration 22Q: 3 clusters Score -58113.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -58113.496094 Penalty: 630.050232
	Iteration 23Q: 3 clusters Score -58113.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -58113.496094 Penalty: 630.050232
	Iteration 24F: 3 clusters Score -58113.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -86596.539062 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -86596.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -85549.609375 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -85549.61 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85863.289062 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -85863.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85932.132812 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -85932.13 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -85996.859375 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -85996.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -86043.484375 Penalty: 657.319885
	Iteration 4F: 3 clusters Score -86043.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -86076.929688 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -86076.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -86109.046875 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -86109.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -86156.171875 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -86156.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -86199.750000 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -86199.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -86231.312500 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -86231.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -86252.257812 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -86252.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -86286.929688 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -86286.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -86305.679688 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -86305.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -86308.687500 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -86308.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -86309.796875 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -86309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -86310.703125 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -86310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -86310.929688 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -86310.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -86310.929688 Penalty: 657.319885
	Iteration 17F: 3 clusters Score -86310.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Entering Unmasked Estep 
Score: -2587419.000000 Penalty: 481.312317
	Iteration 0F: 2 clusters Score -2587419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2561802.750000 Penalty: 962.624634
	Iteration 0F: 3 clusters Score -2561803 nChanged 18979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2573849.250000 Penalty: 962.624634
	Iteration 1F: 3 clusters Score -2573849 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2574910.500000 Penalty: 962.624634
	Iteration 2F: 3 clusters Score -2574910 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2576520.500000 Penalty: 962.624634
	Iteration 3F: 3 clusters Score -2576520 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2578692.000000 Penalty: 962.624634
	Iteration 4F: 3 clusters Score -2578692 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2580811.250000 Penalty: 962.624634
	Iteration 5F: 3 clusters Score -2580811 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2581866.750000 Penalty: 962.624634
	Iteration 6F: 3 clusters Score -2581867 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2582266.250000 Penalty: 962.624634
	Iteration 7Q: 3 clusters Score -2582266 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2582493.750000 Penalty: 962.624634
	Iteration 8Q: 3 clusters Score -2582494 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2582720.000000 Penalty: 962.624634
	Iteration 9Q: 3 clusters Score -2582720 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2582976.750000 Penalty: 962.624634
	Iteration 10Q: 3 clusters Score -2582977 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2583260.500000 Penalty: 962.624634
	Iteration 11Q: 3 clusters Score -2583260 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2583594.750000 Penalty: 962.624634
	Iteration 12Q: 3 clusters Score -2583595 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2583937.500000 Penalty: 962.624634
	Iteration 13Q: 3 clusters Score -2583938 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2584267.000000 Penalty: 962.624634
	Iteration 14Q: 3 clusters Score -2584267 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2584602.500000 Penalty: 962.624634
	Iteration 15Q: 3 clusters Score -2584602 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2584977.750000 Penalty: 962.624634
	Iteration 16Q: 3 clusters Score -2584978 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2585362.750000 Penalty: 962.624634
	Iteration 17Q: 3 clusters Score -2585363 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2585736.250000 Penalty: 962.624634
	Iteration 18Q: 3 clusters Score -2585736 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2586041.500000 Penalty: 962.624634
	Iteration 19Q: 3 clusters Score -2586042 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2586257.750000 Penalty: 962.624634
	Iteration 20F: 3 clusters Score -2586258 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2586486.750000 Penalty: 962.624634
	Iteration 21Q: 3 clusters Score -2586487 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2586698.000000 Penalty: 962.624634
	Iteration 22Q: 3 clusters Score -2586698 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2586850.250000 Penalty: 962.624634
	Iteration 23Q: 3 clusters Score -2586850 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2586946.500000 Penalty: 962.624634
	Iteration 24Q: 3 clusters Score -2586946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2586996.250000 Penalty: 962.624634
	Iteration 25Q: 3 clusters Score -2586996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2587052.500000 Penalty: 962.624634
	Iteration 26Q: 3 clusters Score -2587052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2587079.000000 Penalty: 962.624634
	Iteration 27Q: 3 clusters Score -2587079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2587092.000000 Penalty: 962.624634
	Iteration 28Q: 3 clusters Score -2587092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2587098.250000 Penalty: 962.624634
	Iteration 29Q: 3 clusters Score -2587098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2587105.750000 Penalty: 962.624634
	Iteration 30Q: 3 clusters Score -2587106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2587108.250000 Penalty: 962.624634
	Iteration 31Q: 3 clusters Score -2587108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2587122.000000 Penalty: 962.624634
	Iteration 32Q: 3 clusters Score -2587122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2587129.250000 Penalty: 962.624634
	Iteration 33Q: 3 clusters Score -2587129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2587136.750000 Penalty: 962.624634
	Iteration 34Q: 3 clusters Score -2587137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2587138.500000 Penalty: 962.624634
	Iteration 35Q: 3 clusters Score -2587138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2587141.750000 Penalty: 962.624634
	Iteration 36Q: 3 clusters Score -2587142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2587142.250000 Penalty: 962.624634
	Iteration 37Q: 3 clusters Score -2587142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2587142.250000 Penalty: 962.624634
	Iteration 38F: 3 clusters Score -2587142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2587146.250000 Penalty: 962.624634
	Iteration 39Q: 3 clusters Score -2587146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2587144.500000 Penalty: 962.624634
	Iteration 40F: 3 clusters Score -2587144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2587146.500000 Penalty: 962.624634
	Iteration 41Q: 3 clusters Score -2587146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2587144.250000 Penalty: 962.624634
	Iteration 42Q: 3 clusters Score -2587144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2587144.250000 Penalty: 962.624634
	Iteration 43F: 3 clusters Score -2587144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -232557.750000 Penalty: 372.761963
	Iteration 0F: 2 clusters Score -232557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -230033.562500 Penalty: 745.523926
	Iteration 0F: 3 clusters Score -230033.6 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -230925.281250 Penalty: 745.523926
	Iteration 1F: 3 clusters Score -230925.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -230998.484375 Penalty: 745.523926
	Iteration 2F: 3 clusters Score -230998.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -231055.640625 Penalty: 745.523926
	Iteration 3Q: 3 clusters Score -231055.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231125.125000 Penalty: 745.523926
	Iteration 4Q: 3 clusters Score -231125.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -231213.296875 Penalty: 745.523926
	Iteration 5Q: 3 clusters Score -231213.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -231288.671875 Penalty: 745.523926
	Iteration 6Q: 3 clusters Score -231288.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -231344.500000 Penalty: 745.523926
	Iteration 7Q: 3 clusters Score -231344.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -231414.078125 Penalty: 745.523926
	Iteration 8Q: 3 clusters Score -231414.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -231514.796875 Penalty: 745.523926
	Iteration 9Q: 3 clusters Score -231514.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -231595.406250 Penalty: 745.523926
	Iteration 10Q: 3 clusters Score -231595.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231644.046875 Penalty: 745.523926
	Iteration 11Q: 3 clusters Score -231644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -231669.359375 Penalty: 745.523926
	Iteration 12Q: 3 clusters Score -231669.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -231693.125000 Penalty: 745.523926
	Iteration 13Q: 3 clusters Score -231693.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231707.140625 Penalty: 745.523926
	Iteration 14Q: 3 clusters Score -231707.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -231717.937500 Penalty: 745.523926
	Iteration 15Q: 3 clusters Score -231717.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231733.343750 Penalty: 745.523926
	Iteration 16Q: 3 clusters Score -231733.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -231756.296875 Penalty: 745.523926
	Iteration 17Q: 3 clusters Score -231756.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -231775.359375 Penalty: 745.523926
	Iteration 18Q: 3 clusters Score -231775.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231804.890625 Penalty: 745.523926
	Iteration 19Q: 3 clusters Score -231804.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -231836.703125 Penalty: 745.523926
	Iteration 20F: 3 clusters Score -231836.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -231873.281250 Penalty: 745.523926
	Iteration 21Q: 3 clusters Score -231873.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -231904.468750 Penalty: 745.523926
	Iteration 22Q: 3 clusters Score -231904.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -231934.265625 Penalty: 745.523926
	Iteration 23Q: 3 clusters Score -231934.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -231969.515625 Penalty: 745.523926
	Iteration 24Q: 3 clusters Score -231969.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -232009.953125 Penalty: 745.523926
	Iteration 25Q: 3 clusters Score -232010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -232040.109375 Penalty: 745.523926
	Iteration 26Q: 3 clusters Score -232040.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -232064.281250 Penalty: 745.523926
	Iteration 27Q: 3 clusters Score -232064.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -232081.031250 Penalty: 745.523926
	Iteration 28Q: 3 clusters Score -232081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -232103.140625 Penalty: 745.523926
	Iteration 29Q: 3 clusters Score -232103.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -232125.390625 Penalty: 745.523926
	Iteration 30Q: 3 clusters Score -232125.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -232142.312500 Penalty: 745.523926
	Iteration 31Q: 3 clusters Score -232142.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -232157.171875 Penalty: 745.523926
	Iteration 32Q: 3 clusters Score -232157.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -232170.796875 Penalty: 745.523926
	Iteration 33Q: 3 clusters Score -232170.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -232183.187500 Penalty: 745.523926
	Iteration 34Q: 3 clusters Score -232183.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -232193.234375 Penalty: 745.523926
	Iteration 35Q: 3 clusters Score -232193.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -232199.515625 Penalty: 745.523926
	Iteration 36Q: 3 clusters Score -232199.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -232206.671875 Penalty: 745.523926
	Iteration 37Q: 3 clusters Score -232206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -232216.953125 Penalty: 745.523926
	Iteration 38Q: 3 clusters Score -232217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -232226.890625 Penalty: 745.523926
	Iteration 39Q: 3 clusters Score -232226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -232229.718750 Penalty: 745.523926
	Iteration 40F: 3 clusters Score -232229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -232231.390625 Penalty: 745.523926
	Iteration 41Q: 3 clusters Score -232231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -232231.953125 Penalty: 745.523926
	Iteration 42Q: 3 clusters Score -232232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -232233.000000 Penalty: 745.523926
	Iteration 43Q: 3 clusters Score -232233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -232233.531250 Penalty: 745.523926
	Iteration 44Q: 3 clusters Score -232233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -232234.578125 Penalty: 745.523926
	Iteration 45Q: 3 clusters Score -232234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -232235.578125 Penalty: 745.523926
	Iteration 46Q: 3 clusters Score -232235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -232236.671875 Penalty: 745.523926
	Iteration 47Q: 3 clusters Score -232236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -232238.765625 Penalty: 745.523926
	Iteration 48Q: 3 clusters Score -232238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -232240.468750 Penalty: 745.523926
	Iteration 49Q: 3 clusters Score -232240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -232242.343750 Penalty: 745.523926
	Iteration 50Q: 3 clusters Score -232242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -232242.843750 Penalty: 745.523926
	Iteration 51Q: 3 clusters Score -232242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -232243.406250 Penalty: 745.523926
	Iteration 52Q: 3 clusters Score -232243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -232244.281250 Penalty: 745.523926
	Iteration 53Q: 3 clusters Score -232244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -232244.234375 Penalty: 745.523926
	Iteration 54Q: 3 clusters Score -232244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -232244.531250 Penalty: 745.523926
	Iteration 55Q: 3 clusters Score -232244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -232245.203125 Penalty: 745.523926
	Iteration 56Q: 3 clusters Score -232245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -232246.078125 Penalty: 745.523926
	Iteration 57Q: 3 clusters Score -232246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -232246.078125 Penalty: 745.523926
	Iteration 58F: 3 clusters Score -232246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -48413.617188 Penalty: 311.487549
	Iteration 0F: 2 clusters Score -48413.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47675.273438 Penalty: 622.975098
	Iteration 0F: 3 clusters Score -47675.27 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48007.105469 Penalty: 622.975098
	Iteration 1F: 3 clusters Score -48007.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48134.394531 Penalty: 622.975098
	Iteration 2F: 3 clusters Score -48134.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48205.300781 Penalty: 622.975098
	Iteration 3F: 3 clusters Score -48205.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48251.187500 Penalty: 622.975098
	Iteration 4Q: 3 clusters Score -48251.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48279.078125 Penalty: 622.975098
	Iteration 5Q: 3 clusters Score -48279.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48300.382812 Penalty: 622.975098
	Iteration 6Q: 3 clusters Score -48300.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48314.246094 Penalty: 622.975098
	Iteration 7Q: 3 clusters Score -48314.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48323.906250 Penalty: 622.975098
	Iteration 8Q: 3 clusters Score -48323.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48335.281250 Penalty: 622.975098
	Iteration 9Q: 3 clusters Score -48335.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48338.789062 Penalty: 622.975098
	Iteration 10Q: 3 clusters Score -48338.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48338.789062 Penalty: 622.975098
	Iteration 11F: 3 clusters Score -48338.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -192306.906250 Penalty: 369.405548
	Iteration 0F: 2 clusters Score -192306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -190005.406250 Penalty: 738.811096
	Iteration 0F: 3 clusters Score -190005.4 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -190941.078125 Penalty: 738.811096
	Iteration 1F: 3 clusters Score -190941.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -191166.437500 Penalty: 738.811096
	Iteration 2F: 3 clusters Score -191166.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -191367.687500 Penalty: 738.811096
	Iteration 3F: 3 clusters Score -191367.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -191519.046875 Penalty: 738.811096
	Iteration 4F: 3 clusters Score -191519 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -191619.578125 Penalty: 738.811096
	Iteration 5Q: 3 clusters Score -191619.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -191685.937500 Penalty: 738.811096
	Iteration 6Q: 3 clusters Score -191685.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -191736.609375 Penalty: 738.811096
	Iteration 7Q: 3 clusters Score -191736.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -191774.156250 Penalty: 738.811096
	Iteration 8Q: 3 clusters Score -191774.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -191798.468750 Penalty: 738.811096
	Iteration 9Q: 3 clusters Score -191798.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -191821.703125 Penalty: 738.811096
	Iteration 10Q: 3 clusters Score -191821.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -191856.031250 Penalty: 738.811096
	Iteration 11Q: 3 clusters Score -191856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -191889.765625 Penalty: 738.811096
	Iteration 12Q: 3 clusters Score -191889.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -191919.921875 Penalty: 738.811096
	Iteration 13Q: 3 clusters Score -191919.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -191951.781250 Penalty: 738.811096
	Iteration 14Q: 3 clusters Score -191951.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -191975.078125 Penalty: 738.811096
	Iteration 15Q: 3 clusters Score -191975.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -191994.765625 Penalty: 738.811096
	Iteration 16Q: 3 clusters Score -191994.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -192015.156250 Penalty: 738.811096
	Iteration 17Q: 3 clusters Score -192015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -192021.765625 Penalty: 738.811096
	Iteration 18Q: 3 clusters Score -192021.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -192025.125000 Penalty: 738.811096
	Iteration 19Q: 3 clusters Score -192025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -192028.562500 Penalty: 738.811096
	Iteration 20F: 3 clusters Score -192028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -192030.671875 Penalty: 738.811096
	Iteration 21Q: 3 clusters Score -192030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -192032.953125 Penalty: 738.811096
	Iteration 22Q: 3 clusters Score -192033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -192034.937500 Penalty: 738.811096
	Iteration 23Q: 3 clusters Score -192034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -192035.109375 Penalty: 738.811096
	Iteration 24Q: 3 clusters Score -192035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -192035.359375 Penalty: 738.811096
	Iteration 25Q: 3 clusters Score -192035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -192035.359375 Penalty: 738.811096
	Iteration 26F: 3 clusters Score -192035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (85574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Entering Unmasked Estep 
Score: -5428994.500000 Penalty: 516.749695
	Iteration 0F: 2 clusters Score -5428994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5376308.500000 Penalty: 1033.499390
	Iteration 0F: 3 clusters Score -5376308 nChanged 41451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5401302.000000 Penalty: 1033.499390
	Iteration 1F: 3 clusters Score -5401302 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5402200.500000 Penalty: 1033.499390
	Iteration 2Q: 3 clusters Score -5402200 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5403461.000000 Penalty: 1033.499390
	Iteration 3Q: 3 clusters Score -5403461 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5405315.500000 Penalty: 1033.499390
	Iteration 4F: 3 clusters Score -5405316 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5408156.000000 Penalty: 1033.499390
	Iteration 5F: 3 clusters Score -5408156 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5412233.000000 Penalty: 1033.499390
	Iteration 6F: 3 clusters Score -5412233 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5417657.000000 Penalty: 1033.499390
	Iteration 7F: 3 clusters Score -5417657 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -5423261.000000 Penalty: 1033.499390
	Iteration 8F: 3 clusters Score -5423261 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5426459.000000 Penalty: 1033.499390
	Iteration 9Q: 3 clusters Score -5426459 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5427733.500000 Penalty: 1033.499390
	Iteration 10Q: 3 clusters Score -5427734 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5428479.500000 Penalty: 1033.499390
	Iteration 11Q: 3 clusters Score -5428480 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5428814.500000 Penalty: 1033.499390
	Iteration 12Q: 3 clusters Score -5428814 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5428883.500000 Penalty: 1033.499390
	Iteration 13Q: 3 clusters Score -5428884 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5428908.000000 Penalty: 1033.499390
	Iteration 14Q: 3 clusters Score -5428908 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5428980.500000 Penalty: 1033.499390
	Iteration 15Q: 3 clusters Score -5428980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5429050.500000 Penalty: 1033.499390
	Iteration 16Q: 3 clusters Score -5429050 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5429075.000000 Penalty: 1033.499390
	Iteration 17Q: 3 clusters Score -5429075 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5429079.000000 Penalty: 1033.499390
	Iteration 18Q: 3 clusters Score -5429079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5429088.000000 Penalty: 1033.499390
	Iteration 19Q: 3 clusters Score -5429088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5429109.000000 Penalty: 1033.499390
	Iteration 20F: 3 clusters Score -5429109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5429114.000000 Penalty: 1033.499390
	Iteration 21Q: 3 clusters Score -5429114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5429136.000000 Penalty: 1033.499390
	Iteration 22Q: 3 clusters Score -5429136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5429124.500000 Penalty: 1033.499390
	Iteration 23Q: 3 clusters Score -5429124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5429141.500000 Penalty: 1033.499390
	Iteration 24Q: 3 clusters Score -5429142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5429171.500000 Penalty: 1033.499390
	Iteration 25Q: 3 clusters Score -5429172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5429174.000000 Penalty: 1033.499390
	Iteration 26Q: 3 clusters Score -5429174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5429175.000000 Penalty: 1033.499390
	Iteration 27Q: 3 clusters Score -5429175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5429159.500000 Penalty: 1033.499390
	Iteration 28Q: 3 clusters Score -5429160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5429156.500000 Penalty: 1033.499390
	Iteration 29Q: 3 clusters Score -5429156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5429129.500000 Penalty: 1033.499390
	Iteration 30Q: 3 clusters Score -5429130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5429129.000000 Penalty: 1033.499390
	Iteration 31Q: 3 clusters Score -5429129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5429107.500000 Penalty: 1033.499390
	Iteration 32Q: 3 clusters Score -5429108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5429085.500000 Penalty: 1033.499390
	Iteration 33Q: 3 clusters Score -5429086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5429064.500000 Penalty: 1033.499390
	Iteration 34Q: 3 clusters Score -5429064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5429058.000000 Penalty: 1033.499390
	Iteration 35Q: 3 clusters Score -5429058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5429064.500000 Penalty: 1033.499390
	Iteration 36Q: 3 clusters Score -5429064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5429047.500000 Penalty: 1033.499390
	Iteration 37Q: 3 clusters Score -5429048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5429052.500000 Penalty: 1033.499390
	Iteration 38Q: 3 clusters Score -5429052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5429051.000000 Penalty: 1033.499390
	Iteration 39Q: 3 clusters Score -5429051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5429057.000000 Penalty: 1033.499390
	Iteration 40F: 3 clusters Score -5429057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5429051.500000 Penalty: 1033.499390
	Iteration 41Q: 3 clusters Score -5429052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5429027.000000 Penalty: 1033.499390
	Iteration 42Q: 3 clusters Score -5429027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5429039.000000 Penalty: 1033.499390
	Iteration 43Q: 3 clusters Score -5429039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5429046.500000 Penalty: 1033.499390
	Iteration 44Q: 3 clusters Score -5429046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5429045.000000 Penalty: 1033.499390
	Iteration 45Q: 3 clusters Score -5429045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5429058.000000 Penalty: 1033.499390
	Iteration 46Q: 3 clusters Score -5429058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5429066.000000 Penalty: 1033.499390
	Iteration 47Q: 3 clusters Score -5429066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5429055.000000 Penalty: 1033.499390
	Iteration 48Q: 3 clusters Score -5429055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5429053.500000 Penalty: 1033.499390
	Iteration 49Q: 3 clusters Score -5429054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5429048.000000 Penalty: 1033.499390
	Iteration 50Q: 3 clusters Score -5429048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5429048.500000 Penalty: 1033.499390
	Iteration 51Q: 3 clusters Score -5429048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5429040.500000 Penalty: 1033.499390
	Iteration 52Q: 3 clusters Score -5429040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5429046.000000 Penalty: 1033.499390
	Iteration 53Q: 3 clusters Score -5429046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5429042.500000 Penalty: 1033.499390
	Iteration 54Q: 3 clusters Score -5429042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5429051.500000 Penalty: 1033.499390
	Iteration 55Q: 3 clusters Score -5429052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5429048.000000 Penalty: 1033.499390
	Iteration 56Q: 3 clusters Score -5429048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5429052.000000 Penalty: 1033.499390
	Iteration 57Q: 3 clusters Score -5429052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5429044.500000 Penalty: 1033.499390
	Iteration 58Q: 3 clusters Score -5429044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5429047.000000 Penalty: 1033.499390
	Iteration 59Q: 3 clusters Score -5429047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5429043.500000 Penalty: 1033.499390
	Iteration 60F: 3 clusters Score -5429044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5429047.000000 Penalty: 1033.499390
	Iteration 61Q: 3 clusters Score -5429047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5429046.500000 Penalty: 1033.499390
	Iteration 62Q: 3 clusters Score -5429046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5429049.000000 Penalty: 1033.499390
	Iteration 63Q: 3 clusters Score -5429049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5429049.000000 Penalty: 1033.499390
	Iteration 64F: 3 clusters Score -5429049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 100256 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 52471 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 16385 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 24472 members 
Mstep: Class 13 contains 76632 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 40921 members 
Mstep: Class 16 contains 26509 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 24 contains 39273 members 
Mstep: Class 25 contains 3614 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3357 members 
Mstep: Class 28 contains 84358 members 
Mstep: Class 30 contains 29949 members 
Mstep: Class 31 contains 48140 members 
Mstep: Class 32 contains 6517 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
Score: -42229780.000000 Penalty: 19589.250000
Splitting cluster 28 changes total score from -42231720.000000 to -42229780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (29949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Entering Unmasked Estep 
Score: -1937011.250000 Penalty: 468.979919
	Iteration 0F: 2 clusters Score -1937011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1916972.125000 Penalty: 937.959839
	Iteration 0F: 3 clusters Score -1916972 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1925916.750000 Penalty: 937.959839
	Iteration 1F: 3 clusters Score -1925917 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1926974.000000 Penalty: 937.959839
	Iteration 2F: 3 clusters Score -1926974 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1928804.125000 Penalty: 937.959839
	Iteration 3F: 3 clusters Score -1928804 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1931069.375000 Penalty: 937.959839
	Iteration 4F: 3 clusters Score -1931069 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1932769.000000 Penalty: 937.959839
	Iteration 5F: 3 clusters Score -1932769 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1933522.875000 Penalty: 937.959839
	Iteration 6F: 3 clusters Score -1933523 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1933802.875000 Penalty: 937.959839
	Iteration 7Q: 3 clusters Score -1933803 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1933942.125000 Penalty: 937.959839
	Iteration 8Q: 3 clusters Score -1933942 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1934062.375000 Penalty: 937.959839
	Iteration 9Q: 3 clusters Score -1934062 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1934140.500000 Penalty: 937.959839
	Iteration 10Q: 3 clusters Score -1934140 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1934223.125000 Penalty: 937.959839
	Iteration 11Q: 3 clusters Score -1934223 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1934278.750000 Penalty: 937.959839
	Iteration 12Q: 3 clusters Score -1934279 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1934309.750000 Penalty: 937.959839
	Iteration 13Q: 3 clusters Score -1934310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1934344.750000 Penalty: 937.959839
	Iteration 14Q: 3 clusters Score -1934345 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1934382.125000 Penalty: 937.959839
	Iteration 15Q: 3 clusters Score -1934382 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1934405.250000 Penalty: 937.959839
	Iteration 16Q: 3 clusters Score -1934405 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1934424.625000 Penalty: 937.959839
	Iteration 17Q: 3 clusters Score -1934425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1934442.500000 Penalty: 937.959839
	Iteration 18Q: 3 clusters Score -1934442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1934461.375000 Penalty: 937.959839
	Iteration 19Q: 3 clusters Score -1934461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1934475.250000 Penalty: 937.959839
	Iteration 20F: 3 clusters Score -1934475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1934489.125000 Penalty: 937.959839
	Iteration 21Q: 3 clusters Score -1934489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1934499.500000 Penalty: 937.959839
	Iteration 22Q: 3 clusters Score -1934500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1934517.750000 Penalty: 937.959839
	Iteration 23Q: 3 clusters Score -1934518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1934525.125000 Penalty: 937.959839
	Iteration 24Q: 3 clusters Score -1934525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1934532.250000 Penalty: 937.959839
	Iteration 25Q: 3 clusters Score -1934532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1934550.750000 Penalty: 937.959839
	Iteration 26Q: 3 clusters Score -1934551 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1934566.250000 Penalty: 937.959839
	Iteration 27Q: 3 clusters Score -1934566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1934575.625000 Penalty: 937.959839
	Iteration 28Q: 3 clusters Score -1934576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1934598.500000 Penalty: 937.959839
	Iteration 29Q: 3 clusters Score -1934598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1934614.500000 Penalty: 937.959839
	Iteration 30Q: 3 clusters Score -1934614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1934626.125000 Penalty: 937.959839
	Iteration 31Q: 3 clusters Score -1934626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1934638.250000 Penalty: 937.959839
	Iteration 32Q: 3 clusters Score -1934638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1934645.625000 Penalty: 937.959839
	Iteration 33Q: 3 clusters Score -1934646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1934669.125000 Penalty: 937.959839
	Iteration 34Q: 3 clusters Score -1934669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1934697.250000 Penalty: 937.959839
	Iteration 35Q: 3 clusters Score -1934697 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1934719.875000 Penalty: 937.959839
	Iteration 36Q: 3 clusters Score -1934720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1934742.750000 Penalty: 937.959839
	Iteration 37Q: 3 clusters Score -1934743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1934770.750000 Penalty: 937.959839
	Iteration 38Q: 3 clusters Score -1934771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1934817.500000 Penalty: 937.959839
	Iteration 39Q: 3 clusters Score -1934818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -1934860.000000 Penalty: 937.959839
	Iteration 40F: 3 clusters Score -1934860 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1934934.625000 Penalty: 937.959839
	Iteration 41Q: 3 clusters Score -1934935 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1935019.500000 Penalty: 937.959839
	Iteration 42Q: 3 clusters Score -1935020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1935110.000000 Penalty: 937.959839
	Iteration 43Q: 3 clusters Score -1935110 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1935214.625000 Penalty: 937.959839
	Iteration 44Q: 3 clusters Score -1935215 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1935330.625000 Penalty: 937.959839
	Iteration 45Q: 3 clusters Score -1935331 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1935403.000000 Penalty: 937.959839
	Iteration 46Q: 3 clusters Score -1935403 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1935453.750000 Penalty: 937.959839
	Iteration 47Q: 3 clusters Score -1935454 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1935514.750000 Penalty: 937.959839
	Iteration 48Q: 3 clusters Score -1935515 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -1935571.500000 Penalty: 937.959839
	Iteration 49Q: 3 clusters Score -1935572 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1935615 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -1935656.250000 Penalty: 937.959839
	Iteration 51Q: 3 clusters Score -1935656 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1935681.500000 Penalty: 937.959839
	Iteration 52Q: 3 clusters Score -1935682 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1935715 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1935743 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1935771.000000 Penalty: 937.959839
	Iteration 55Q: 3 clusters Score -1935771 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1935793 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1935827 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -1935851.750000 Penalty: 937.959839
	Iteration 58Q: 3 clusters Score -1935852 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -1935894.750000 Penalty: 937.959839
	Iteration 59Q: 3 clusters Score -1935895 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -1935924.250000 Penalty: 937.959839
	Iteration 60F: 3 clusters Score -1935924 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1935958 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1935988 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1936022 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1936053 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1936077 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1936112 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1936138 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -1936147.500000 Penalty: 937.959839
	Iteration 68Q: 3 clusters Score -1936148 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -1936158.250000 Penalty: 937.959839
	Iteration 69Q: 3 clusters Score -1936158 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -1936172.875000 Penalty: 937.959839
	Iteration 70Q: 3 clusters Score -1936173 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -1936193.000000 Penalty: 937.959839
	Iteration 71Q: 3 clusters Score -1936193 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1936198.625000 Penalty: 937.959839
	Iteration 72Q: 3 clusters Score -1936199 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -1936220.750000 Penalty: 937.959839
	Iteration 73Q: 3 clusters Score -1936221 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1936240 nChanged 119
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Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1936256 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1936269 nChanged 115
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Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1936283 nChanged 101
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Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1936297 nChanged 97
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Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1936309 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1936324 nChanged 89
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1936333 nChanged 84
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1936343 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1936355 nChanged 79
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1936366 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1936388 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1936397 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1936407 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1936415.875000 Penalty: 937.959839
	Iteration 88Q: 3 clusters Score -1936416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1936428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -1936435.500000 Penalty: 937.959839
	Iteration 90Q: 3 clusters Score -1936436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -1936441.375000 Penalty: 937.959839
	Iteration 91Q: 3 clusters Score -1936441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -1936446.125000 Penalty: 937.959839
	Iteration 92Q: 3 clusters Score -1936446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -1936448.500000 Penalty: 937.959839
	Iteration 93Q: 3 clusters Score -1936448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -1936459.750000 Penalty: 937.959839
	Iteration 94Q: 3 clusters Score -1936460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -1936464.000000 Penalty: 937.959839
	Iteration 95Q: 3 clusters Score -1936464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -1936467.250000 Penalty: 937.959839
	Iteration 96Q: 3 clusters Score -1936467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -1936473.375000 Penalty: 937.959839
	Iteration 97Q: 3 clusters Score -1936473 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -1936481.625000 Penalty: 937.959839
	Iteration 98Q: 3 clusters Score -1936482 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2729 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1936483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1936482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1936485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1936487 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1936498 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1936502.750000 Penalty: 937.959839
	Iteration 104Q: 3 clusters Score -1936503 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2519 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1936507 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1936504 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -1936514.375000 Penalty: 937.959839
	Iteration 107Q: 3 clusters Score -1936514 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1936519 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1936520 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -1936521.625000 Penalty: 937.959839
	Iteration 110Q: 3 clusters Score -1936522 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -1936525.125000 Penalty: 937.959839
	Iteration 111Q: 3 clusters Score -1936525 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1936535 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -1936537.750000 Penalty: 937.959839
	Iteration 113Q: 3 clusters Score -1936538 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1936534 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -1936539.000000 Penalty: 937.959839
	Iteration 115Q: 3 clusters Score -1936539 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1936540 nChanged 28
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Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -1936542.875000 Penalty: 937.959839
	Iteration 117Q: 3 clusters Score -1936543 nChanged 26
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Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1936547 nChanged 35
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Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -1936553.750000 Penalty: 937.959839
	Iteration 119Q: 3 clusters Score -1936554 nChanged 26
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Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -1936562.000000 Penalty: 937.959839
	Iteration 120F: 3 clusters Score -1936562 nChanged 38
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Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -1936565.000000 Penalty: 937.959839
	Iteration 121Q: 3 clusters Score -1936565 nChanged 31
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Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -1936571.750000 Penalty: 937.959839
	Iteration 122Q: 3 clusters Score -1936572 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1936572 nChanged 22
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Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -1936576.375000 Penalty: 937.959839
	Iteration 124Q: 3 clusters Score -1936576 nChanged 22
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Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1936579 nChanged 25
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Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1936587 nChanged 22
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1936585 nChanged 24
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Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1936587 nChanged 27
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Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -1936590.500000 Penalty: 937.959839
	Iteration 129Q: 3 clusters Score -1936590 nChanged 24
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Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1936590 nChanged 17
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Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -1936589.000000 Penalty: 937.959839
	Iteration 131Q: 3 clusters Score -1936589 nChanged 24
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Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -1936592.750000 Penalty: 937.959839
	Iteration 132Q: 3 clusters Score -1936593 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1936599.875000 Penalty: 937.959839
	Iteration 133Q: 3 clusters Score -1936600 nChanged 31
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Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1936608.000000 Penalty: 937.959839
	Iteration 134Q: 3 clusters Score -1936608 nChanged 23
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Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -1936608.625000 Penalty: 937.959839
	Iteration 135Q: 3 clusters Score -1936609 nChanged 27
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Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -1936606.625000 Penalty: 937.959839
	Iteration 136Q: 3 clusters Score -1936607 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1936608 nChanged 25
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Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -1936612.250000 Penalty: 937.959839
	Iteration 138Q: 3 clusters Score -1936612 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -1936614.250000 Penalty: 937.959839
	Iteration 139Q: 3 clusters Score -1936614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -1936613.000000 Penalty: 937.959839
	Iteration 140F: 3 clusters Score -1936613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -1936619.125000 Penalty: 937.959839
	Iteration 141Q: 3 clusters Score -1936619 nChanged 16
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Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1936619 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -1936623.750000 Penalty: 937.959839
	Iteration 143Q: 3 clusters Score -1936624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -1936626.375000 Penalty: 937.959839
	Iteration 144Q: 3 clusters Score -1936626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -1936626.125000 Penalty: 937.959839
	Iteration 145Q: 3 clusters Score -1936626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -1936627.125000 Penalty: 937.959839
	Iteration 146Q: 3 clusters Score -1936627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -1936628.250000 Penalty: 937.959839
	Iteration 147Q: 3 clusters Score -1936628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1936627.750000 Penalty: 937.959839
	Iteration 148Q: 3 clusters Score -1936628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -1936627.875000 Penalty: 937.959839
	Iteration 149Q: 3 clusters Score -1936628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -1936628.250000 Penalty: 937.959839
	Iteration 150Q: 3 clusters Score -1936628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -1936626.875000 Penalty: 937.959839
	Iteration 151Q: 3 clusters Score -1936627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1936625.750000 Penalty: 937.959839
	Iteration 152Q: 3 clusters Score -1936626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -1936626.500000 Penalty: 937.959839
	Iteration 153Q: 3 clusters Score -1936626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -1936626.500000 Penalty: 937.959839
	Iteration 154Q: 3 clusters Score -1936626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -1936627.750000 Penalty: 937.959839
	Iteration 155Q: 3 clusters Score -1936628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -1936627.125000 Penalty: 937.959839
	Iteration 156Q: 3 clusters Score -1936627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -1936627.125000 Penalty: 937.959839
	Iteration 157F: 3 clusters Score -1936627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (48140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Entering Unmasked Estep 
Score: -2996966.750000 Penalty: 490.575043
	Iteration 0F: 2 clusters Score -2996967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2964936.000000 Penalty: 981.150085
	Iteration 0F: 3 clusters Score -2964936 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2978588.250000 Penalty: 981.150085
	Iteration 1F: 3 clusters Score -2978588 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2979162.000000 Penalty: 981.150085
	Iteration 2Q: 3 clusters Score -2979162 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2979757.750000 Penalty: 981.150085
	Iteration 3Q: 3 clusters Score -2979758 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -2980494.000000 Penalty: 981.150085
	Iteration 4Q: 3 clusters Score -2980494 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -2981421.000000 Penalty: 981.150085
	Iteration 5Q: 3 clusters Score -2981421 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -2982851.250000 Penalty: 981.150085
	Iteration 6F: 3 clusters Score -2982851 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2984899.500000 Penalty: 981.150085
	Iteration 7F: 3 clusters Score -2984900 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -2987571.000000 Penalty: 981.150085
	Iteration 8F: 3 clusters Score -2987571 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -2990236.250000 Penalty: 981.150085
	Iteration 9F: 3 clusters Score -2990236 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -2991955.250000 Penalty: 981.150085
	Iteration 10Q: 3 clusters Score -2991955 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -2992922.250000 Penalty: 981.150085
	Iteration 11Q: 3 clusters Score -2992922 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -2993634.250000 Penalty: 981.150085
	Iteration 12Q: 3 clusters Score -2993634 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -2994173.250000 Penalty: 981.150085
	Iteration 13Q: 3 clusters Score -2994173 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -2994591.500000 Penalty: 981.150085
	Iteration 14Q: 3 clusters Score -2994592 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -2994943.500000 Penalty: 981.150085
	Iteration 15Q: 3 clusters Score -2994944 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -2995234.500000 Penalty: 981.150085
	Iteration 16Q: 3 clusters Score -2995234 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -2995437.750000 Penalty: 981.150085
	Iteration 17Q: 3 clusters Score -2995438 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -2995579.750000 Penalty: 981.150085
	Iteration 18Q: 3 clusters Score -2995580 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -2995684.000000 Penalty: 981.150085
	Iteration 19Q: 3 clusters Score -2995684 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -2995758.500000 Penalty: 981.150085
	Iteration 20F: 3 clusters Score -2995758 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -2995796.750000 Penalty: 981.150085
	Iteration 21Q: 3 clusters Score -2995797 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -2995837.750000 Penalty: 981.150085
	Iteration 22Q: 3 clusters Score -2995838 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -2995889.750000 Penalty: 981.150085
	Iteration 23Q: 3 clusters Score -2995890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -2995911.500000 Penalty: 981.150085
	Iteration 24Q: 3 clusters Score -2995912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -2995935.500000 Penalty: 981.150085
	Iteration 25Q: 3 clusters Score -2995936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -2995965.250000 Penalty: 981.150085
	Iteration 26Q: 3 clusters Score -2995965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -2995984.500000 Penalty: 981.150085
	Iteration 27Q: 3 clusters Score -2995984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -2996003.750000 Penalty: 981.150085
	Iteration 28Q: 3 clusters Score -2996004 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -2996017.000000 Penalty: 981.150085
	Iteration 29Q: 3 clusters Score -2996017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -2996038.000000 Penalty: 981.150085
	Iteration 30Q: 3 clusters Score -2996038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -2996050.250000 Penalty: 981.150085
	Iteration 31Q: 3 clusters Score -2996050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2996055.750000 Penalty: 981.150085
	Iteration 32Q: 3 clusters Score -2996056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -2996066.750000 Penalty: 981.150085
	Iteration 33Q: 3 clusters Score -2996067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -2996065.750000 Penalty: 981.150085
	Iteration 34Q: 3 clusters Score -2996066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -2996075.250000 Penalty: 981.150085
	Iteration 35Q: 3 clusters Score -2996075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -2996079.500000 Penalty: 981.150085
	Iteration 36Q: 3 clusters Score -2996080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -2996073.750000 Penalty: 981.150085
	Iteration 37Q: 3 clusters Score -2996074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -2996088.750000 Penalty: 981.150085
	Iteration 38Q: 3 clusters Score -2996089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -2996087.500000 Penalty: 981.150085
	Iteration 39Q: 3 clusters Score -2996088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -2996092.500000 Penalty: 981.150085
	Iteration 40F: 3 clusters Score -2996092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -2996094.750000 Penalty: 981.150085
	Iteration 41Q: 3 clusters Score -2996095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -2996090.250000 Penalty: 981.150085
	Iteration 42Q: 3 clusters Score -2996090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -2996091.000000 Penalty: 981.150085
	Iteration 43Q: 3 clusters Score -2996091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -2996091.250000 Penalty: 981.150085
	Iteration 44Q: 3 clusters Score -2996091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -2996098.750000 Penalty: 981.150085
	Iteration 45Q: 3 clusters Score -2996099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -2996105.000000 Penalty: 981.150085
	Iteration 46Q: 3 clusters Score -2996105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -2996114.500000 Penalty: 981.150085
	Iteration 47Q: 3 clusters Score -2996114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -2996122.000000 Penalty: 981.150085
	Iteration 48Q: 3 clusters Score -2996122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -2996126.750000 Penalty: 981.150085
	Iteration 49Q: 3 clusters Score -2996127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -2996145.500000 Penalty: 981.150085
	Iteration 50Q: 3 clusters Score -2996146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -2996151.750000 Penalty: 981.150085
	Iteration 51Q: 3 clusters Score -2996152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -2996170.000000 Penalty: 981.150085
	Iteration 52Q: 3 clusters Score -2996170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -2996165.500000 Penalty: 981.150085
	Iteration 53Q: 3 clusters Score -2996166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -2996166.000000 Penalty: 981.150085
	Iteration 54Q: 3 clusters Score -2996166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -2996169.750000 Penalty: 981.150085
	Iteration 55Q: 3 clusters Score -2996170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -2996171.000000 Penalty: 981.150085
	Iteration 56Q: 3 clusters Score -2996171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -2996174.750000 Penalty: 981.150085
	Iteration 57Q: 3 clusters Score -2996175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -2996174.500000 Penalty: 981.150085
	Iteration 58Q: 3 clusters Score -2996174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -2996177.500000 Penalty: 981.150085
	Iteration 59Q: 3 clusters Score -2996178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -2996178.750000 Penalty: 981.150085
	Iteration 60F: 3 clusters Score -2996179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -2996183.500000 Penalty: 981.150085
	Iteration 61Q: 3 clusters Score -2996184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -2996184.750000 Penalty: 981.150085
	Iteration 62Q: 3 clusters Score -2996185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -2996198.000000 Penalty: 981.150085
	Iteration 63Q: 3 clusters Score -2996198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -2996198.250000 Penalty: 981.150085
	Iteration 64Q: 3 clusters Score -2996198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -2996193.500000 Penalty: 981.150085
	Iteration 65Q: 3 clusters Score -2996194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -2996201.000000 Penalty: 981.150085
	Iteration 66Q: 3 clusters Score -2996201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -2996205.000000 Penalty: 981.150085
	Iteration 67Q: 3 clusters Score -2996205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -2996200.750000 Penalty: 981.150085
	Iteration 68Q: 3 clusters Score -2996201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -2996198.500000 Penalty: 981.150085
	Iteration 69Q: 3 clusters Score -2996198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -2996200.250000 Penalty: 981.150085
	Iteration 70Q: 3 clusters Score -2996200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -2996201.500000 Penalty: 981.150085
	Iteration 71Q: 3 clusters Score -2996202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -2996212.500000 Penalty: 981.150085
	Iteration 72Q: 3 clusters Score -2996212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -2996211.000000 Penalty: 981.150085
	Iteration 73Q: 3 clusters Score -2996211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -2996219.000000 Penalty: 981.150085
	Iteration 74Q: 3 clusters Score -2996219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -2996216.250000 Penalty: 981.150085
	Iteration 75Q: 3 clusters Score -2996216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -2996228.500000 Penalty: 981.150085
	Iteration 76Q: 3 clusters Score -2996228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -2996235.250000 Penalty: 981.150085
	Iteration 77Q: 3 clusters Score -2996235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -2996237.750000 Penalty: 981.150085
	Iteration 78Q: 3 clusters Score -2996238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -2996239.250000 Penalty: 981.150085
	Iteration 79Q: 3 clusters Score -2996239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -2996248.000000 Penalty: 981.150085
	Iteration 80F: 3 clusters Score -2996248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -2996260.250000 Penalty: 981.150085
	Iteration 81Q: 3 clusters Score -2996260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -2996262.000000 Penalty: 981.150085
	Iteration 82Q: 3 clusters Score -2996262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -2996272.750000 Penalty: 981.150085
	Iteration 83Q: 3 clusters Score -2996273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -2996271.500000 Penalty: 981.150085
	Iteration 84Q: 3 clusters Score -2996272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -2996272.000000 Penalty: 981.150085
	Iteration 85Q: 3 clusters Score -2996272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -2996273.250000 Penalty: 981.150085
	Iteration 86Q: 3 clusters Score -2996273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -2996284.500000 Penalty: 981.150085
	Iteration 87Q: 3 clusters Score -2996284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -2996285.500000 Penalty: 981.150085
	Iteration 88Q: 3 clusters Score -2996286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -2996285.750000 Penalty: 981.150085
	Iteration 89Q: 3 clusters Score -2996286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -2996289.250000 Penalty: 981.150085
	Iteration 90Q: 3 clusters Score -2996289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -2996295.250000 Penalty: 981.150085
	Iteration 91Q: 3 clusters Score -2996295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -2996292.000000 Penalty: 981.150085
	Iteration 92Q: 3 clusters Score -2996292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -2996292.250000 Penalty: 981.150085
	Iteration 93Q: 3 clusters Score -2996292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -2996291.000000 Penalty: 981.150085
	Iteration 94Q: 3 clusters Score -2996291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -2996293.000000 Penalty: 981.150085
	Iteration 95Q: 3 clusters Score -2996293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -2996286.750000 Penalty: 981.150085
	Iteration 96Q: 3 clusters Score -2996287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -2996288.750000 Penalty: 981.150085
	Iteration 97Q: 3 clusters Score -2996289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -2996291.750000 Penalty: 981.150085
	Iteration 98Q: 3 clusters Score -2996292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -2996293.000000 Penalty: 981.150085
	Iteration 99Q: 3 clusters Score -2996293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -2996295.250000 Penalty: 981.150085
	Iteration 100F: 3 clusters Score -2996295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -2996297.250000 Penalty: 981.150085
	Iteration 101Q: 3 clusters Score -2996297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -2996305.250000 Penalty: 981.150085
	Iteration 102Q: 3 clusters Score -2996305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -2996304.250000 Penalty: 981.150085
	Iteration 103Q: 3 clusters Score -2996304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -2996302.750000 Penalty: 981.150085
	Iteration 104Q: 3 clusters Score -2996303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2996304.750000 Penalty: 981.150085
	Iteration 105Q: 3 clusters Score -2996305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -2996308.250000 Penalty: 981.150085
	Iteration 106Q: 3 clusters Score -2996308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -2996305.750000 Penalty: 981.150085
	Iteration 107Q: 3 clusters Score -2996306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -2996305.000000 Penalty: 981.150085
	Iteration 108Q: 3 clusters Score -2996305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -2996304.000000 Penalty: 981.150085
	Iteration 109Q: 3 clusters Score -2996304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -2996308.000000 Penalty: 981.150085
	Iteration 110Q: 3 clusters Score -2996308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -2996304.750000 Penalty: 981.150085
	Iteration 111Q: 3 clusters Score -2996305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -2996303.250000 Penalty: 981.150085
	Iteration 112Q: 3 clusters Score -2996303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -2996301.250000 Penalty: 981.150085
	Iteration 113Q: 3 clusters Score -2996301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -2996300.750000 Penalty: 981.150085
	Iteration 114Q: 3 clusters Score -2996301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -2996302.250000 Penalty: 981.150085
	Iteration 115Q: 3 clusters Score -2996302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -2996298.750000 Penalty: 981.150085
	Iteration 116Q: 3 clusters Score -2996299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -2996303.750000 Penalty: 981.150085
	Iteration 117Q: 3 clusters Score -2996304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -2996305.500000 Penalty: 981.150085
	Iteration 118Q: 3 clusters Score -2996306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -2996306.250000 Penalty: 981.150085
	Iteration 119Q: 3 clusters Score -2996306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -2996303.000000 Penalty: 981.150085
	Iteration 120F: 3 clusters Score -2996303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -2996302.750000 Penalty: 981.150085
	Iteration 121Q: 3 clusters Score -2996303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -2996304.250000 Penalty: 981.150085
	Iteration 122Q: 3 clusters Score -2996304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -2996310.250000 Penalty: 981.150085
	Iteration 123Q: 3 clusters Score -2996310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -2996308.750000 Penalty: 981.150085
	Iteration 124Q: 3 clusters Score -2996309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -2996307.750000 Penalty: 981.150085
	Iteration 125Q: 3 clusters Score -2996308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -2996308.500000 Penalty: 981.150085
	Iteration 126Q: 3 clusters Score -2996308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -2996309.250000 Penalty: 981.150085
	Iteration 127Q: 3 clusters Score -2996309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -2996313.750000 Penalty: 981.150085
	Iteration 128Q: 3 clusters Score -2996314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -2996323.000000 Penalty: 981.150085
	Iteration 129Q: 3 clusters Score -2996323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -2996320.500000 Penalty: 981.150085
	Iteration 130Q: 3 clusters Score -2996320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -2996321.500000 Penalty: 981.150085
	Iteration 131Q: 3 clusters Score -2996322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -2996316.500000 Penalty: 981.150085
	Iteration 132Q: 3 clusters Score -2996316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -2996315.500000 Penalty: 981.150085
	Iteration 133Q: 3 clusters Score -2996316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -2996319.250000 Penalty: 981.150085
	Iteration 134Q: 3 clusters Score -2996319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -2996331.500000 Penalty: 981.150085
	Iteration 135Q: 3 clusters Score -2996332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -2996331.500000 Penalty: 981.150085
	Iteration 136Q: 3 clusters Score -2996332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -2996353.750000 Penalty: 981.150085
	Iteration 137Q: 3 clusters Score -2996354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -2996373.000000 Penalty: 981.150085
	Iteration 138Q: 3 clusters Score -2996373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -2996392.250000 Penalty: 981.150085
	Iteration 139Q: 3 clusters Score -2996392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -2996426.750000 Penalty: 981.150085
	Iteration 140F: 3 clusters Score -2996427 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -2996481.250000 Penalty: 981.150085
	Iteration 141Q: 3 clusters Score -2996481 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -2996557.250000 Penalty: 981.150085
	Iteration 142Q: 3 clusters Score -2996557 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -2996615.250000 Penalty: 981.150085
	Iteration 143Q: 3 clusters Score -2996615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -2996681.500000 Penalty: 981.150085
	Iteration 144Q: 3 clusters Score -2996682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -2996733.250000 Penalty: 981.150085
	Iteration 145Q: 3 clusters Score -2996733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -2996781.000000 Penalty: 981.150085
	Iteration 146Q: 3 clusters Score -2996781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -2996824.500000 Penalty: 981.150085
	Iteration 147Q: 3 clusters Score -2996824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -2996832.750000 Penalty: 981.150085
	Iteration 148Q: 3 clusters Score -2996833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -2996839.500000 Penalty: 981.150085
	Iteration 149Q: 3 clusters Score -2996840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -2996846.250000 Penalty: 981.150085
	Iteration 150Q: 3 clusters Score -2996846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -2996843.500000 Penalty: 981.150085
	Iteration 151Q: 3 clusters Score -2996844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -2996846.250000 Penalty: 981.150085
	Iteration 152Q: 3 clusters Score -2996846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -2996849.000000 Penalty: 981.150085
	Iteration 153Q: 3 clusters Score -2996849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -2996851.500000 Penalty: 981.150085
	Iteration 154Q: 3 clusters Score -2996852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -2996854.250000 Penalty: 981.150085
	Iteration 155Q: 3 clusters Score -2996854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -2996852.500000 Penalty: 981.150085
	Iteration 156Q: 3 clusters Score -2996852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -2996854.000000 Penalty: 981.150085
	Iteration 157Q: 3 clusters Score -2996854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -2996854.250000 Penalty: 981.150085
	Iteration 158Q: 3 clusters Score -2996854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -2996853.750000 Penalty: 981.150085
	Iteration 159Q: 3 clusters Score -2996854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -2996853.250000 Penalty: 981.150085
	Iteration 160F: 3 clusters Score -2996853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -2996853.750000 Penalty: 981.150085
	Iteration 161Q: 3 clusters Score -2996854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -2996850.000000 Penalty: 981.150085
	Iteration 162Q: 3 clusters Score -2996850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -2996849.500000 Penalty: 981.150085
	Iteration 163Q: 3 clusters Score -2996850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -2996851.750000 Penalty: 981.150085
	Iteration 164Q: 3 clusters Score -2996852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -2996850.500000 Penalty: 981.150085
	Iteration 165Q: 3 clusters Score -2996850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -2996850.250000 Penalty: 981.150085
	Iteration 166Q: 3 clusters Score -2996850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -2996850.250000 Penalty: 981.150085
	Iteration 167F: 3 clusters Score -2996850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -392742.750000 Penalty: 399.588715
	Iteration 0F: 2 clusters Score -392742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -388456.031250 Penalty: 799.177429
	Iteration 0F: 3 clusters Score -388456 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -390487.125000 Penalty: 799.177429
	Iteration 1F: 3 clusters Score -390487.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -391009.250000 Penalty: 799.177429
	Iteration 2F: 3 clusters Score -391009.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -391489.875000 Penalty: 799.177429
	Iteration 3F: 3 clusters Score -391489.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -391797.062500 Penalty: 799.177429
	Iteration 4F: 3 clusters Score -391797.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -391980.125000 Penalty: 799.177429
	Iteration 5Q: 3 clusters Score -391980.1 nChanged 197
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: -392109.718750 Penalty: 799.177429
	Iteration 6Q: 3 clusters Score -392109.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -392191.031250 Penalty: 799.177429
	Iteration 7Q: 3 clusters Score -392191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -392257.562500 Penalty: 799.177429
	Iteration 8Q: 3 clusters Score -392257.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -392305.781250 Penalty: 799.177429
	Iteration 9Q: 3 clusters Score -392305.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -392351.843750 Penalty: 799.177429
	Iteration 10Q: 3 clusters Score -392351.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -392387.218750 Penalty: 799.177429
	Iteration 11Q: 3 clusters Score -392387.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -392409.625000 Penalty: 799.177429
	Iteration 12Q: 3 clusters Score -392409.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -392424.437500 Penalty: 799.177429
	Iteration 13Q: 3 clusters Score -392424.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -392439.812500 Penalty: 799.177429
	Iteration 14Q: 3 clusters Score -392439.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -392450.093750 Penalty: 799.177429
	Iteration 15Q: 3 clusters Score -392450.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -392453.968750 Penalty: 799.177429
	Iteration 16Q: 3 clusters Score -392454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -392455.781250 Penalty: 799.177429
	Iteration 17Q: 3 clusters Score -392455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -392456.500000 Penalty: 799.177429
	Iteration 18Q: 3 clusters Score -392456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -392457.281250 Penalty: 799.177429
	Iteration 19Q: 3 clusters Score -392457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -392457.593750 Penalty: 799.177429
	Iteration 20F: 3 clusters Score -392457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -392458.250000 Penalty: 799.177429
	Iteration 21Q: 3 clusters Score -392458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -392459.000000 Penalty: 799.177429
	Iteration 22Q: 3 clusters Score -392459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -392460.218750 Penalty: 799.177429
	Iteration 23Q: 3 clusters Score -392460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -392459.843750 Penalty: 799.177429
	Iteration 24Q: 3 clusters Score -392459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -392459.906250 Penalty: 799.177429
	Iteration 25Q: 3 clusters Score -392459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -392459.906250 Penalty: 799.177429
	Iteration 26F: 3 clusters Score -392459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -216707.890625 Penalty: 372.988007
	Iteration 0F: 2 clusters Score -216707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -214174.093750 Penalty: 745.976013
	Iteration 0F: 3 clusters Score -214174.1 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -215121.312500 Penalty: 745.976013
	Iteration 1F: 3 clusters Score -215121.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -215249.687500 Penalty: 745.976013
	Iteration 2F: 3 clusters Score -215249.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -215327.500000 Penalty: 745.976013
	Iteration 3F: 3 clusters Score -215327.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -215391.859375 Penalty: 745.976013
	Iteration 4Q: 3 clusters Score -215391.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -215452.359375 Penalty: 745.976013
	Iteration 5Q: 3 clusters Score -215452.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -215515.015625 Penalty: 745.976013
	Iteration 6Q: 3 clusters Score -215515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -215600.218750 Penalty: 745.976013
	Iteration 7Q: 3 clusters Score -215600.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -215697.781250 Penalty: 745.976013
	Iteration 8Q: 3 clusters Score -215697.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -215798.640625 Penalty: 745.976013
	Iteration 9Q: 3 clusters Score -215798.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -215916.015625 Penalty: 745.976013
	Iteration 10Q: 3 clusters Score -215916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -215995.015625 Penalty: 745.976013
	Iteration 11Q: 3 clusters Score -215995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -216027.625000 Penalty: 745.976013
	Iteration 12Q: 3 clusters Score -216027.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -216053.093750 Penalty: 745.976013
	Iteration 13Q: 3 clusters Score -216053.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -216067.703125 Penalty: 745.976013
	Iteration 14Q: 3 clusters Score -216067.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -216084.593750 Penalty: 745.976013
	Iteration 15Q: 3 clusters Score -216084.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -216103.843750 Penalty: 745.976013
	Iteration 16Q: 3 clusters Score -216103.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -216118.359375 Penalty: 745.976013
	Iteration 17Q: 3 clusters Score -216118.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -216132.515625 Penalty: 745.976013
	Iteration 18Q: 3 clusters Score -216132.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -216144.203125 Penalty: 745.976013
	Iteration 19Q: 3 clusters Score -216144.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -216156.312500 Penalty: 745.976013
	Iteration 20F: 3 clusters Score -216156.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -216169.968750 Penalty: 745.976013
	Iteration 21Q: 3 clusters Score -216170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -216182.078125 Penalty: 745.976013
	Iteration 22Q: 3 clusters Score -216182.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -216191.828125 Penalty: 745.976013
	Iteration 23Q: 3 clusters Score -216191.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -216203.296875 Penalty: 745.976013
	Iteration 24Q: 3 clusters Score -216203.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -216218.750000 Penalty: 745.976013
	Iteration 25Q: 3 clusters Score -216218.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -216235.062500 Penalty: 745.976013
	Iteration 26Q: 3 clusters Score -216235.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -216251.125000 Penalty: 745.976013
	Iteration 27Q: 3 clusters Score -216251.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -216266.343750 Penalty: 745.976013
	Iteration 28Q: 3 clusters Score -216266.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -216278.921875 Penalty: 745.976013
	Iteration 29Q: 3 clusters Score -216278.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -216287.640625 Penalty: 745.976013
	Iteration 30Q: 3 clusters Score -216287.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -216293.671875 Penalty: 745.976013
	Iteration 31Q: 3 clusters Score -216293.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -216300.656250 Penalty: 745.976013
	Iteration 32Q: 3 clusters Score -216300.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -216310.593750 Penalty: 745.976013
	Iteration 33Q: 3 clusters Score -216310.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -216322.406250 Penalty: 745.976013
	Iteration 34Q: 3 clusters Score -216322.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -216331.250000 Penalty: 745.976013
	Iteration 35Q: 3 clusters Score -216331.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -216339.375000 Penalty: 745.976013
	Iteration 36Q: 3 clusters Score -216339.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -216354.953125 Penalty: 745.976013
	Iteration 37Q: 3 clusters Score -216355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -216376.281250 Penalty: 745.976013
	Iteration 38Q: 3 clusters Score -216376.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -216405.593750 Penalty: 745.976013
	Iteration 39Q: 3 clusters Score -216405.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -216433.156250 Penalty: 745.976013
	Iteration 40F: 3 clusters Score -216433.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -216449.640625 Penalty: 745.976013
	Iteration 41Q: 3 clusters Score -216449.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -216463.078125 Penalty: 745.976013
	Iteration 42Q: 3 clusters Score -216463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -216473.812500 Penalty: 745.976013
	Iteration 43Q: 3 clusters Score -216473.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -216482.531250 Penalty: 745.976013
	Iteration 44Q: 3 clusters Score -216482.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -216489.484375 Penalty: 745.976013
	Iteration 45Q: 3 clusters Score -216489.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -216492.968750 Penalty: 745.976013
	Iteration 46Q: 3 clusters Score -216493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -216495.640625 Penalty: 745.976013
	Iteration 47Q: 3 clusters Score -216495.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -216496.953125 Penalty: 745.976013
	Iteration 48Q: 3 clusters Score -216497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -216497.796875 Penalty: 745.976013
	Iteration 49Q: 3 clusters Score -216497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -216498.000000 Penalty: 745.976013
	Iteration 50Q: 3 clusters Score -216498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -216498.515625 Penalty: 745.976013
	Iteration 51Q: 3 clusters Score -216498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -216499.062500 Penalty: 745.976013
	Iteration 52Q: 3 clusters Score -216499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -216499.890625 Penalty: 745.976013
	Iteration 53Q: 3 clusters Score -216499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -216499.656250 Penalty: 745.976013
	Iteration 54Q: 3 clusters Score -216499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -216500.031250 Penalty: 745.976013
	Iteration 55Q: 3 clusters Score -216500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -216500.421875 Penalty: 745.976013
	Iteration 56Q: 3 clusters Score -216500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -216500.546875 Penalty: 745.976013
	Iteration 57Q: 3 clusters Score -216500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -216500.890625 Penalty: 745.976013
	Iteration 58Q: 3 clusters Score -216500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -216500.671875 Penalty: 745.976013
	Iteration 59Q: 3 clusters Score -216500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -216500.671875 Penalty: 745.976013
	Iteration 60F: 3 clusters Score -216500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -25265.814453 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -25265.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24783.589844 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -24783.59 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24923.943359 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -24923.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24967.451172 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -24967.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24998.974609 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -24998.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25029.439453 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -25029.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25061.591797 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -25061.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25078.099609 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -25078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25082.968750 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -25082.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25085.539062 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -25085.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25086.939453 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -25086.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25087.156250 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -25087.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25087.156250 Penalty: 563.876404
	Iteration 11F: 3 clusters Score -25087.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 100256 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 52471 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 16385 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 24472 members 
Mstep: Class 13 contains 76632 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 40921 members 
Mstep: Class 16 contains 26509 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 24 contains 39273 members 
Mstep: Class 25 contains 3614 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3357 members 
Mstep: Class 28 contains 85574 members 
Mstep: Class 30 contains 29949 members 
Mstep: Class 31 contains 48140 members 
Mstep: Class 32 contains 6517 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230452.000000 Penalty: 18977.085938
Iteration 119Q: 32 clusters Score -4.223045e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 101845 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26914 members 
Mstep: Class 6 contains 51472 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 5673 members 
Mstep: Class 10 contains 16257 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 24984 members 
Mstep: Class 13 contains 76949 members 
Mstep: Class 14 contains 43139 members 
Mstep: Class 15 contains 40976 members 
Mstep: Class 16 contains 26492 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 24 contains 39463 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3348 members 
Mstep: Class 28 contains 85139 members 
Mstep: Class 30 contains 29679 members 
Mstep: Class 31 contains 47359 members 
Mstep: Class 32 contains 6547 members 
Mstep: Class 33 contains 3648 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229384.000000 Penalty: 18977.085938
Iteration 120F: 32 clusters Score -4.222938e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 103319 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26906 members 
Mstep: Class 6 contains 50361 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 25506 members 
Mstep: Class 13 contains 77332 members 
Mstep: Class 14 contains 43121 members 
Mstep: Class 15 contains 41040 members 
Mstep: Class 16 contains 26476 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 1411 members 
Mstep: Class 24 contains 39653 members 
Mstep: Class 25 contains 3614 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 84821 members 
Mstep: Class 30 contains 29384 members 
Mstep: Class 31 contains 46616 members 
Mstep: Class 32 contains 6552 members 
Mstep: Class 33 contains 3662 members 
Mstep: Class 34 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228520.000000 Penalty: 18977.085938
Iteration 121Q: 32 clusters Score -4.222852e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 104688 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26901 members 
Mstep: Class 6 contains 49307 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 16039 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 26077 members 
Mstep: Class 13 contains 77673 members 
Mstep: Class 14 contains 43101 members 
Mstep: Class 15 contains 41116 members 
Mstep: Class 16 contains 26492 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 24 contains 39776 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 84540 members 
Mstep: Class 30 contains 29095 members 
Mstep: Class 31 contains 45870 members 
Mstep: Class 32 contains 6562 members 
Mstep: Class 33 contains 3674 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227924.000000 Penalty: 18977.085938
Iteration 122Q: 32 clusters Score -4.222792e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 106027 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26901 members 
Mstep: Class 6 contains 48299 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 26686 members 
Mstep: Class 13 contains 77943 members 
Mstep: Class 14 contains 43090 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 26490 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 24 contains 39817 members 
Mstep: Class 25 contains 3618 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 84284 members 
Mstep: Class 30 contains 28826 members 
Mstep: Class 31 contains 45135 members 
Mstep: Class 32 contains 6579 members 
Mstep: Class 33 contains 3693 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227236.000000 Penalty: 18977.085938
Iteration 123Q: 32 clusters Score -4.222724e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 107311 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26897 members 
Mstep: Class 6 contains 47317 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 15885 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 78206 members 
Mstep: Class 14 contains 43085 members 
Mstep: Class 15 contains 41244 members 
Mstep: Class 16 contains 26500 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 443 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 24 contains 39890 members 
Mstep: Class 25 contains 3619 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 84030 members 
Mstep: Class 30 contains 28540 members 
Mstep: Class 31 contains 44372 members 
Mstep: Class 32 contains 6610 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226440.000000 Penalty: 18977.085938
Iteration 124Q: 32 clusters Score -4.222644e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 108467 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26890 members 
Mstep: Class 6 contains 46360 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 15856 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 27951 members 
Mstep: Class 13 contains 78531 members 
Mstep: Class 14 contains 43058 members 
Mstep: Class 15 contains 41298 members 
Mstep: Class 16 contains 26493 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 24 contains 39971 members 
Mstep: Class 25 contains 3615 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3312 members 
Mstep: Class 28 contains 83737 members 
Mstep: Class 30 contains 28250 members 
Mstep: Class 31 contains 43657 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 3731 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225840.000000 Penalty: 18977.085938
Iteration 125Q: 32 clusters Score -4.222584e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 109716 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26892 members 
Mstep: Class 6 contains 45489 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 10 contains 15825 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 28621 members 
Mstep: Class 13 contains 78808 members 
Mstep: Class 14 contains 43044 members 
Mstep: Class 15 contains 41377 members 
Mstep: Class 16 contains 26505 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1533 members 
Mstep: Class 24 contains 40055 members 
Mstep: Class 25 contains 3613 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 83228 members 
Mstep: Class 30 contains 27939 members 
Mstep: Class 31 contains 42938 members 
Mstep: Class 32 contains 6684 members 
Mstep: Class 33 contains 3757 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225360.000000 Penalty: 18977.085938
Iteration 126Q: 32 clusters Score -4.222536e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 110887 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26900 members 
Mstep: Class 6 contains 44744 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 15798 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 29320 members 
Mstep: Class 13 contains 79154 members 
Mstep: Class 14 contains 43036 members 
Mstep: Class 15 contains 41428 members 
Mstep: Class 16 contains 26512 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 24 contains 40108 members 
Mstep: Class 25 contains 3613 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 82582 members 
Mstep: Class 30 contains 27645 members 
Mstep: Class 31 contains 42191 members 
Mstep: Class 32 contains 6721 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224948.000000 Penalty: 18977.085938
Iteration 127Q: 32 clusters Score -4.222495e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 111899 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26914 members 
Mstep: Class 6 contains 44068 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 15758 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 30048 members 
Mstep: Class 13 contains 79583 members 
Mstep: Class 14 contains 43022 members 
Mstep: Class 15 contains 41450 members 
Mstep: Class 16 contains 26537 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 24 contains 40151 members 
Mstep: Class 25 contains 3614 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 81999 members 
Mstep: Class 30 contains 27380 members 
Mstep: Class 31 contains 41344 members 
Mstep: Class 32 contains 6756 members 
Mstep: Class 33 contains 3799 members 
Mstep: Class 34 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224512.000000 Penalty: 18977.085938
Iteration 128Q: 32 clusters Score -4.222451e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 112783 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26929 members 
Mstep: Class 6 contains 43417 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 15700 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 30794 members 
Mstep: Class 13 contains 80212 members 
Mstep: Class 14 contains 43012 members 
Mstep: Class 15 contains 41439 members 
Mstep: Class 16 contains 26538 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 24 contains 40178 members 
Mstep: Class 25 contains 3628 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 81527 members 
Mstep: Class 30 contains 27087 members 
Mstep: Class 31 contains 40359 members 
Mstep: Class 32 contains 6796 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224564.000000 Penalty: 18977.085938
Iteration 129Q: 32 clusters Score -4.222456e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 113580 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 42855 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 15601 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 31549 members 
Mstep: Class 13 contains 80943 members 
Mstep: Class 14 contains 43007 members 
Mstep: Class 15 contains 41453 members 
Mstep: Class 16 contains 26556 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1609 members 
Mstep: Class 24 contains 40222 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 80991 members 
Mstep: Class 30 contains 26773 members 
Mstep: Class 31 contains 39341 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224492.000000 Penalty: 18977.085938
Iteration 130Q: 32 clusters Score -4.222449e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 114222 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26961 members 
Mstep: Class 6 contains 42256 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 32324 members 
Mstep: Class 13 contains 81731 members 
Mstep: Class 14 contains 42995 members 
Mstep: Class 15 contains 41529 members 
Mstep: Class 16 contains 26544 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1610 members 
Mstep: Class 24 contains 40326 members 
Mstep: Class 25 contains 3671 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 80533 members 
Mstep: Class 30 contains 26405 members 
Mstep: Class 31 contains 38374 members 
Mstep: Class 32 contains 6862 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 32 clusters Score -4.222394e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 114747 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26967 members 
Mstep: Class 6 contains 41669 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 33067 members 
Mstep: Class 13 contains 82244 members 
Mstep: Class 14 contains 42983 members 
Mstep: Class 15 contains 41714 members 
Mstep: Class 16 contains 26580 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 1629 members 
Mstep: Class 24 contains 40407 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 80211 members 
Mstep: Class 30 contains 25999 members 
Mstep: Class 31 contains 37639 members 
Mstep: Class 32 contains 6896 members 
Mstep: Class 33 contains 3856 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224128.000000 Penalty: 18977.085938
Iteration 132Q: 32 clusters Score -4.222413e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 115194 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26979 members 
Mstep: Class 6 contains 41135 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 33801 members 
Mstep: Class 13 contains 82535 members 
Mstep: Class 14 contains 42967 members 
Mstep: Class 15 contains 41962 members 
Mstep: Class 16 contains 26629 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 24 contains 40464 members 
Mstep: Class 25 contains 3729 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 79896 members 
Mstep: Class 30 contains 25633 members 
Mstep: Class 31 contains 37101 members 
Mstep: Class 32 contains 6951 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 32 clusters Score -4.222429e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 115570 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 40579 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 15137 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 34549 members 
Mstep: Class 13 contains 82649 members 
Mstep: Class 14 contains 42953 members 
Mstep: Class 15 contains 42203 members 
Mstep: Class 16 contains 26684 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 24 contains 40507 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 79600 members 
Mstep: Class 30 contains 25365 members 
Mstep: Class 31 contains 36734 members 
Mstep: Class 32 contains 7000 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 32 clusters Score -4.22243e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 115799 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 4700 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 35330 members 
Mstep: Class 13 contains 82621 members 
Mstep: Class 14 contains 42942 members 
Mstep: Class 15 contains 42449 members 
Mstep: Class 16 contains 26713 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 24 contains 40579 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 79341 members 
Mstep: Class 30 contains 25174 members 
Mstep: Class 31 contains 36490 members 
Mstep: Class 32 contains 7078 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224480.000000 Penalty: 18977.085938
Iteration 135Q: 32 clusters Score -4.222448e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 115840 members 
Mstep: Class 3 contains 2487 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27025 members 
Mstep: Class 6 contains 39524 members 
Mstep: Class 8 contains 3083 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 36162 members 
Mstep: Class 13 contains 82556 members 
Mstep: Class 14 contains 42932 members 
Mstep: Class 15 contains 42622 members 
Mstep: Class 16 contains 26701 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 449 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 24 contains 40622 members 
Mstep: Class 25 contains 3797 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 79146 members 
Mstep: Class 30 contains 25084 members 
Mstep: Class 31 contains 36285 members 
Mstep: Class 32 contains 7163 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224496.000000 Penalty: 18977.085938
Iteration 136Q: 32 clusters Score -4.22245e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 115703 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27024 members 
Mstep: Class 6 contains 39024 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 37037 members 
Mstep: Class 13 contains 82526 members 
Mstep: Class 14 contains 42925 members 
Mstep: Class 15 contains 42745 members 
Mstep: Class 16 contains 26650 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 451 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 24 contains 40652 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 79034 members 
Mstep: Class 30 contains 25052 members 
Mstep: Class 31 contains 36158 members 
Mstep: Class 32 contains 7257 members 
Mstep: Class 33 contains 3914 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224448.000000 Penalty: 18977.085938
Iteration 137Q: 32 clusters Score -4.222445e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 115584 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27015 members 
Mstep: Class 6 contains 38598 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 14646 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 37871 members 
Mstep: Class 13 contains 82523 members 
Mstep: Class 14 contains 42923 members 
Mstep: Class 15 contains 42808 members 
Mstep: Class 16 contains 26571 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 24 contains 40668 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 78798 members 
Mstep: Class 30 contains 25063 members 
Mstep: Class 31 contains 36103 members 
Mstep: Class 32 contains 7353 members 
Mstep: Class 33 contains 3935 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224472.000000 Penalty: 18977.085938
Iteration 138Q: 32 clusters Score -4.222447e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 115353 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 38187 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 38699 members 
Mstep: Class 13 contains 82525 members 
Mstep: Class 14 contains 42916 members 
Mstep: Class 15 contains 42877 members 
Mstep: Class 16 contains 26495 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 1733 members 
Mstep: Class 24 contains 40676 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 78657 members 
Mstep: Class 30 contains 25085 members 
Mstep: Class 31 contains 36058 members 
Mstep: Class 32 contains 7438 members 
Mstep: Class 33 contains 3953 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224588.000000 Penalty: 18977.085938
Iteration 139Q: 32 clusters Score -4.222459e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 115076 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27000 members 
Mstep: Class 6 contains 37762 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 39516 members 
Mstep: Class 13 contains 82590 members 
Mstep: Class 14 contains 42916 members 
Mstep: Class 15 contains 42879 members 
Mstep: Class 16 contains 26411 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 24 contains 40675 members 
Mstep: Class 25 contains 3884 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 78517 members 
Mstep: Class 30 contains 25132 members 
Mstep: Class 31 contains 36050 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 3967 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224944.000000 Penalty: 18977.085938
Iteration 140F: 32 clusters Score -4.222494e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 114723 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26996 members 
Mstep: Class 6 contains 37329 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 4295 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 40325 members 
Mstep: Class 13 contains 82624 members 
Mstep: Class 14 contains 42912 members 
Mstep: Class 15 contains 42854 members 
Mstep: Class 16 contains 26313 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 1816 members 
Mstep: Class 24 contains 40682 members 
Mstep: Class 25 contains 3891 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 78506 members 
Mstep: Class 30 contains 25192 members 
Mstep: Class 31 contains 36050 members 
Mstep: Class 32 contains 7637 members 
Mstep: Class 33 contains 3975 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225168.000000 Penalty: 18977.085938
Iteration 141Q: 32 clusters Score -4.222517e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 114269 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26989 members 
Mstep: Class 6 contains 36919 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 14174 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 41170 members 
Mstep: Class 13 contains 82673 members 
Mstep: Class 14 contains 42916 members 
Mstep: Class 15 contains 42786 members 
Mstep: Class 16 contains 26233 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 451 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 24 contains 40697 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3336 members 
Mstep: Class 28 contains 78477 members 
Mstep: Class 30 contains 25264 members 
Mstep: Class 31 contains 36074 members 
Mstep: Class 32 contains 7738 members 
Mstep: Class 33 contains 3985 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225304.000000 Penalty: 18977.085938
Iteration 142Q: 32 clusters Score -4.22253e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 113684 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26988 members 
Mstep: Class 6 contains 36524 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 10 contains 14077 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 82778 members 
Mstep: Class 14 contains 42910 members 
Mstep: Class 15 contains 42720 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 24 contains 40717 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3352 members 
Mstep: Class 28 contains 78495 members 
Mstep: Class 30 contains 25310 members 
Mstep: Class 31 contains 36113 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 3992 members 
Mstep: Class 34 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225564.000000 Penalty: 18977.085938
Iteration 143Q: 32 clusters Score -4.222556e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 113058 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26986 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 42924 members 
Mstep: Class 13 contains 82901 members 
Mstep: Class 14 contains 42900 members 
Mstep: Class 15 contains 42659 members 
Mstep: Class 16 contains 26068 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 1936 members 
Mstep: Class 24 contains 40732 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 3356 members 
Mstep: Class 28 contains 78478 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 36142 members 
Mstep: Class 32 contains 7986 members 
Mstep: Class 33 contains 3993 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225776.000000 Penalty: 18977.085938
Iteration 144Q: 32 clusters Score -4.222578e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 112407 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26981 members 
Mstep: Class 6 contains 35767 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 4152 members 
Mstep: Class 10 contains 13889 members 
Mstep: Class 11 contains 2134 members 
Mstep: Class 12 contains 43906 members 
Mstep: Class 13 contains 82977 members 
Mstep: Class 14 contains 42896 members 
Mstep: Class 15 contains 42610 members 
Mstep: Class 16 contains 25991 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 1975 members 
Mstep: Class 24 contains 40740 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 3362 members 
Mstep: Class 28 contains 78430 members 
Mstep: Class 30 contains 25375 members 
Mstep: Class 31 contains 36201 members 
Mstep: Class 32 contains 8114 members 
Mstep: Class 33 contains 3993 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226104.000000 Penalty: 18977.085938
Iteration 145Q: 32 clusters Score -4.22261e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 111620 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26975 members 
Mstep: Class 6 contains 35400 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 13782 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 44922 members 
Mstep: Class 13 contains 83071 members 
Mstep: Class 14 contains 42894 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 25934 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 2025 members 
Mstep: Class 24 contains 40766 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 78428 members 
Mstep: Class 30 contains 25401 members 
Mstep: Class 31 contains 36260 members 
Mstep: Class 32 contains 8230 members 
Mstep: Class 33 contains 3996 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226424.000000 Penalty: 18977.085938
Iteration 146Q: 32 clusters Score -4.222642e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 110764 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26971 members 
Mstep: Class 6 contains 35112 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 13662 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 45932 members 
Mstep: Class 13 contains 83209 members 
Mstep: Class 14 contains 42887 members 
Mstep: Class 15 contains 42555 members 
Mstep: Class 16 contains 25865 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 2078 members 
Mstep: Class 24 contains 40768 members 
Mstep: Class 25 contains 3960 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 78426 members 
Mstep: Class 30 contains 25415 members 
Mstep: Class 31 contains 36330 members 
Mstep: Class 32 contains 8362 members 
Mstep: Class 33 contains 4005 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226764.000000 Penalty: 18977.085938
Iteration 147Q: 32 clusters Score -4.222676e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 109879 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26950 members 
Mstep: Class 6 contains 34781 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 13574 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 46938 members 
Mstep: Class 13 contains 83376 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 42531 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 24 contains 40765 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 78472 members 
Mstep: Class 30 contains 25448 members 
Mstep: Class 31 contains 36388 members 
Mstep: Class 32 contains 8485 members 
Mstep: Class 33 contains 4019 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227112.000000 Penalty: 18977.085938
Iteration 148Q: 32 clusters Score -4.222711e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 109056 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26934 members 
Mstep: Class 6 contains 34421 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 47858 members 
Mstep: Class 13 contains 83578 members 
Mstep: Class 14 contains 42881 members 
Mstep: Class 15 contains 42516 members 
Mstep: Class 16 contains 25674 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 2330 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 24 contains 40740 members 
Mstep: Class 25 contains 3959 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3388 members 
Mstep: Class 28 contains 78494 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 36465 members 
Mstep: Class 32 contains 8643 members 
Mstep: Class 33 contains 4029 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227408.000000 Penalty: 18977.085938
Iteration 149Q: 32 clusters Score -4.222741e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 108161 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 34105 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 13426 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 48796 members 
Mstep: Class 13 contains 83758 members 
Mstep: Class 14 contains 42870 members 
Mstep: Class 15 contains 42495 members 
Mstep: Class 16 contains 25593 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 24 contains 40700 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3401 members 
Mstep: Class 28 contains 78509 members 
Mstep: Class 30 contains 25507 members 
Mstep: Class 31 contains 36550 members 
Mstep: Class 32 contains 8802 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227596.000000 Penalty: 18977.085938
Iteration 150Q: 32 clusters Score -4.22276e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 107237 members 
Mstep: Class 3 contains 2244 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26916 members 
Mstep: Class 6 contains 33783 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 3910 members 
Mstep: Class 10 contains 13349 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 49721 members 
Mstep: Class 13 contains 83959 members 
Mstep: Class 14 contains 42871 members 
Mstep: Class 15 contains 42477 members 
Mstep: Class 16 contains 25496 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 455 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 24 contains 40659 members 
Mstep: Class 25 contains 3991 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 78547 members 
Mstep: Class 30 contains 25550 members 
Mstep: Class 31 contains 36655 members 
Mstep: Class 32 contains 8955 members 
Mstep: Class 33 contains 4054 members 
Mstep: Class 34 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228132.000000 Penalty: 18977.085938
Iteration 151Q: 32 clusters Score -4.222813e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 106372 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26908 members 
Mstep: Class 6 contains 33484 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 13265 members 
Mstep: Class 11 contains 1975 members 
Mstep: Class 12 contains 50528 members 
Mstep: Class 13 contains 84214 members 
Mstep: Class 14 contains 42875 members 
Mstep: Class 15 contains 42449 members 
Mstep: Class 16 contains 25410 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 24 contains 40633 members 
Mstep: Class 25 contains 4015 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3424 members 
Mstep: Class 28 contains 78532 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 36769 members 
Mstep: Class 32 contains 9112 members 
Mstep: Class 33 contains 4064 members 
Mstep: Class 34 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228472.000000 Penalty: 18977.085938
Iteration 152Q: 32 clusters Score -4.222847e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 105462 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26898 members 
Mstep: Class 6 contains 33183 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 13188 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 51356 members 
Mstep: Class 13 contains 84505 members 
Mstep: Class 14 contains 42883 members 
Mstep: Class 15 contains 42433 members 
Mstep: Class 16 contains 25322 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 24 contains 40593 members 
Mstep: Class 25 contains 4023 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3422 members 
Mstep: Class 28 contains 78498 members 
Mstep: Class 30 contains 25661 members 
Mstep: Class 31 contains 36894 members 
Mstep: Class 32 contains 9283 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228764.000000 Penalty: 18977.085938
Iteration 153Q: 32 clusters Score -4.222876e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26893 members 
Mstep: Class 6 contains 32875 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 3809 members 
Mstep: Class 10 contains 13104 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 52211 members 
Mstep: Class 13 contains 84759 members 
Mstep: Class 14 contains 42897 members 
Mstep: Class 15 contains 42416 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 455 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 24 contains 40546 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3424 members 
Mstep: Class 28 contains 78432 members 
Mstep: Class 30 contains 25709 members 
Mstep: Class 31 contains 36990 members 
Mstep: Class 32 contains 9475 members 
Mstep: Class 33 contains 4080 members 
Mstep: Class 34 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229100.000000 Penalty: 18977.085938
Iteration 154Q: 32 clusters Score -4.22291e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 103693 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26888 members 
Mstep: Class 6 contains 32553 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 3776 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 53052 members 
Mstep: Class 13 contains 85070 members 
Mstep: Class 14 contains 42896 members 
Mstep: Class 15 contains 42383 members 
Mstep: Class 16 contains 25156 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 455 members 
Mstep: Class 21 contains 1048 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 24 contains 40516 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 78325 members 
Mstep: Class 30 contains 25764 members 
Mstep: Class 31 contains 37108 members 
Mstep: Class 32 contains 9668 members 
Mstep: Class 33 contains 4091 members 
Mstep: Class 34 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 155Q: 32 clusters Score -4.222957e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 102858 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26881 members 
Mstep: Class 6 contains 32262 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 3741 members 
Mstep: Class 10 contains 12958 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 53864 members 
Mstep: Class 13 contains 85399 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 42351 members 
Mstep: Class 16 contains 25058 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 1048 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 24 contains 40461 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3429 members 
Mstep: Class 28 contains 78198 members 
Mstep: Class 30 contains 25824 members 
Mstep: Class 31 contains 37225 members 
Mstep: Class 32 contains 9862 members 
Mstep: Class 33 contains 4099 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229844.000000 Penalty: 18977.085938
Iteration 156Q: 32 clusters Score -4.222984e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 102067 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26876 members 
Mstep: Class 6 contains 31966 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 11 contains 1877 members 
Mstep: Class 12 contains 54634 members 
Mstep: Class 13 contains 85719 members 
Mstep: Class 14 contains 42894 members 
Mstep: Class 15 contains 42323 members 
Mstep: Class 16 contains 24956 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 2627 members 
Mstep: Class 24 contains 40410 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3434 members 
Mstep: Class 28 contains 78082 members 
Mstep: Class 30 contains 25866 members 
Mstep: Class 31 contains 37333 members 
Mstep: Class 32 contains 10059 members 
Mstep: Class 33 contains 4105 members 
Mstep: Class 34 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230564.000000 Penalty: 18977.085938
Iteration 157Q: 32 clusters Score -4.223056e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 101295 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26871 members 
Mstep: Class 6 contains 31682 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 3690 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 55398 members 
Mstep: Class 13 contains 86021 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 42298 members 
Mstep: Class 16 contains 24855 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 1051 members 
Mstep: Class 22 contains 2670 members 
Mstep: Class 24 contains 40364 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 77975 members 
Mstep: Class 30 contains 25917 members 
Mstep: Class 31 contains 37447 members 
Mstep: Class 32 contains 10245 members 
Mstep: Class 33 contains 4105 members 
Mstep: Class 34 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231136.000000 Penalty: 18977.085938
Iteration 158Q: 32 clusters Score -4.223114e+07 nChanged 3491
Entering ConstructFrom: 
Score: -42231136.000000 Penalty: 18977.085938
Entering ConstructFrom: 
Trying to split cluster 1 (44508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Entering Unmasked Estep 
Score: -2873032.250000 Penalty: 487.005798
	Iteration 0F: 2 clusters Score -2873032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2843014.500000 Penalty: 974.011597
	Iteration 0F: 3 clusters Score -2843014 nChanged 21493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2856356.000000 Penalty: 974.011597
	Iteration 1F: 3 clusters Score -2856356 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2857483.250000 Penalty: 974.011597
	Iteration 2F: 3 clusters Score -2857483 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2859214.250000 Penalty: 974.011597
	Iteration 3F: 3 clusters Score -2859214 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -2861513.000000 Penalty: 974.011597
	Iteration 4F: 3 clusters Score -2861513 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -2863790.750000 Penalty: 974.011597
	Iteration 5F: 3 clusters Score -2863791 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -2865253.500000 Penalty: 974.011597
	Iteration 6F: 3 clusters Score -2865254 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -2865921.500000 Penalty: 974.011597
	Iteration 7Q: 3 clusters Score -2865922 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -2866218.750000 Penalty: 974.011597
	Iteration 8Q: 3 clusters Score -2866219 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -2866462.000000 Penalty: 974.011597
	Iteration 9Q: 3 clusters Score -2866462 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2866679.750000 Penalty: 974.011597
	Iteration 10Q: 3 clusters Score -2866680 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -2866910.000000 Penalty: 974.011597
	Iteration 11Q: 3 clusters Score -2866910 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -2867174.750000 Penalty: 974.011597
	Iteration 12Q: 3 clusters Score -2867175 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2867487.750000 Penalty: 974.011597
	Iteration 13Q: 3 clusters Score -2867488 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -2867831.750000 Penalty: 974.011597
	Iteration 14Q: 3 clusters Score -2867832 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -2868192.000000 Penalty: 974.011597
	Iteration 15Q: 3 clusters Score -2868192 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -2868561.500000 Penalty: 974.011597
	Iteration 16Q: 3 clusters Score -2868562 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -2868937.250000 Penalty: 974.011597
	Iteration 17Q: 3 clusters Score -2868937 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -2869492.750000 Penalty: 974.011597
	Iteration 18Q: 3 clusters Score -2869493 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -2870106.750000 Penalty: 974.011597
	Iteration 19Q: 3 clusters Score -2870107 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -2870674.250000 Penalty: 974.011597
	Iteration 20F: 3 clusters Score -2870674 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -2871097.250000 Penalty: 974.011597
	Iteration 21Q: 3 clusters Score -2871097 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -2871491.500000 Penalty: 974.011597
	Iteration 22Q: 3 clusters Score -2871492 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -2871867.500000 Penalty: 974.011597
	Iteration 23Q: 3 clusters Score -2871868 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -2872199.000000 Penalty: 974.011597
	Iteration 24Q: 3 clusters Score -2872199 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -2872416.250000 Penalty: 974.011597
	Iteration 25Q: 3 clusters Score -2872416 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -2872607.750000 Penalty: 974.011597
	Iteration 26Q: 3 clusters Score -2872608 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -2872767.500000 Penalty: 974.011597
	Iteration 27Q: 3 clusters Score -2872768 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -2872854.000000 Penalty: 974.011597
	Iteration 28Q: 3 clusters Score -2872854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -2872922.000000 Penalty: 974.011597
	Iteration 29Q: 3 clusters Score -2872922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -2872973.000000 Penalty: 974.011597
	Iteration 30Q: 3 clusters Score -2872973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -2873009.250000 Penalty: 974.011597
	Iteration 31Q: 3 clusters Score -2873009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -2873032.000000 Penalty: 974.011597
	Iteration 32Q: 3 clusters Score -2873032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -2873049.750000 Penalty: 974.011597
	Iteration 33Q: 3 clusters Score -2873050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -2873073.500000 Penalty: 974.011597
	Iteration 34Q: 3 clusters Score -2873074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -2873087.250000 Penalty: 974.011597
	Iteration 35Q: 3 clusters Score -2873087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -2873094.750000 Penalty: 974.011597
	Iteration 36Q: 3 clusters Score -2873095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -2873118.250000 Penalty: 974.011597
	Iteration 37Q: 3 clusters Score -2873118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -2873128.000000 Penalty: 974.011597
	Iteration 38Q: 3 clusters Score -2873128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -2873142.250000 Penalty: 974.011597
	Iteration 39Q: 3 clusters Score -2873142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -2873234.750000 Penalty: 974.011597
	Iteration 40F: 3 clusters Score -2873235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -2873275.500000 Penalty: 974.011597
	Iteration 41Q: 3 clusters Score -2873276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -2873318.250000 Penalty: 974.011597
	Iteration 42Q: 3 clusters Score -2873318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -2873344.500000 Penalty: 974.011597
	Iteration 43Q: 3 clusters Score -2873344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -2873358.250000 Penalty: 974.011597
	Iteration 44Q: 3 clusters Score -2873358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -2873358.500000 Penalty: 974.011597
	Iteration 45Q: 3 clusters Score -2873358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -2873359.000000 Penalty: 974.011597
	Iteration 46Q: 3 clusters Score -2873359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -2873359.500000 Penalty: 974.011597
	Iteration 47Q: 3 clusters Score -2873360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -2873359.000000 Penalty: 974.011597
	Iteration 48Q: 3 clusters Score -2873359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -2873357.750000 Penalty: 974.011597
	Iteration 49Q: 3 clusters Score -2873358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -2873357.750000 Penalty: 974.011597
	Iteration 50F: 3 clusters Score -2873358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 100582 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26864 members 
Mstep: Class 6 contains 31377 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 12776 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 56136 members 
Mstep: Class 13 contains 86371 members 
Mstep: Class 14 contains 42894 members 
Mstep: Class 15 contains 42265 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 2702 members 
Mstep: Class 24 contains 40323 members 
Mstep: Class 25 contains 4090 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 77809 members 
Mstep: Class 30 contains 25961 members 
Mstep: Class 31 contains 37550 members 
Mstep: Class 32 contains 10409 members 
Mstep: Class 33 contains 4114 members 
Mstep: Class 34 contains 487 members 
Entering Unmasked Estep 
Score: -42231660.000000 Penalty: 19589.250000
Splitting cluster 1 changes total score from -42231136.000000 to -42231660.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (100582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Entering Unmasked Estep 
Score: -6298197.000000 Penalty: 524.102112
	Iteration 0F: 2 clusters Score -6298197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -6234637.000000 Penalty: 1048.204224
	Iteration 0F: 3 clusters Score -6234637 nChanged 49248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -6264432.000000 Penalty: 1048.204224
	Iteration 1F: 3 clusters Score -6264432 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -6266728.000000 Penalty: 1048.204224
	Iteration 2Q: 3 clusters Score -6266728 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6270999.500000 Penalty: 1048.204224
	Iteration 3F: 3 clusters Score -6271000 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -6277814.500000 Penalty: 1048.204224
	Iteration 4F: 3 clusters Score -6277814 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -6285543.500000 Penalty: 1048.204224
	Iteration 5F: 3 clusters Score -6285544 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -6290725.500000 Penalty: 1048.204224
	Iteration 6F: 3 clusters Score -6290726 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6293040.000000 Penalty: 1048.204224
	Iteration 7Q: 3 clusters Score -6293040 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -6294544.500000 Penalty: 1048.204224
	Iteration 8Q: 3 clusters Score -6294544 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -6295593.500000 Penalty: 1048.204224
	Iteration 9Q: 3 clusters Score -6295594 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6296282.000000 Penalty: 1048.204224
	Iteration 10Q: 3 clusters Score -6296282 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -6296781.500000 Penalty: 1048.204224
	Iteration 11Q: 3 clusters Score -6296782 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -6297234.500000 Penalty: 1048.204224
	Iteration 12Q: 3 clusters Score -6297234 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -6297574.000000 Penalty: 1048.204224
	Iteration 13Q: 3 clusters Score -6297574 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -6297817.000000 Penalty: 1048.204224
	Iteration 14Q: 3 clusters Score -6297817 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -6297971.000000 Penalty: 1048.204224
	Iteration 15Q: 3 clusters Score -6297971 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -6298093.500000 Penalty: 1048.204224
	Iteration 16Q: 3 clusters Score -6298094 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -6298205.500000 Penalty: 1048.204224
	Iteration 17Q: 3 clusters Score -6298206 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -6298266.500000 Penalty: 1048.204224
	Iteration 18Q: 3 clusters Score -6298266 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -6298275.500000 Penalty: 1048.204224
	Iteration 19Q: 3 clusters Score -6298276 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -6298361.000000 Penalty: 1048.204224
	Iteration 20F: 3 clusters Score -6298361 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -6298337.500000 Penalty: 1048.204224
	Iteration 21Q: 3 clusters Score -6298338 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94818 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -6298351.500000 Penalty: 1048.204224
	Iteration 22Q: 3 clusters Score -6298352 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6298310.000000 Penalty: 1048.204224
	Iteration 23Q: 3 clusters Score -6298310 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6298300.500000 Penalty: 1048.204224
	Iteration 24Q: 3 clusters Score -6298300 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6298263.000000 Penalty: 1048.204224
	Iteration 25Q: 3 clusters Score -6298263 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97704 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6298221.500000 Penalty: 1048.204224
	Iteration 26Q: 3 clusters Score -6298222 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6298195.500000 Penalty: 1048.204224
	Iteration 27Q: 3 clusters Score -6298196 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6298112.500000 Penalty: 1048.204224
	Iteration 28Q: 3 clusters Score -6298112 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6298065.500000 Penalty: 1048.204224
	Iteration 29Q: 3 clusters Score -6298066 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6298037.500000 Penalty: 1048.204224
	Iteration 30Q: 3 clusters Score -6298038 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6298027.500000 Penalty: 1048.204224
	Iteration 31Q: 3 clusters Score -6298028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6298002.500000 Penalty: 1048.204224
	Iteration 32Q: 3 clusters Score -6298002 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6297997.000000 Penalty: 1048.204224
	Iteration 33Q: 3 clusters Score -6297997 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6298005.000000 Penalty: 1048.204224
	Iteration 34Q: 3 clusters Score -6298005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6297981.000000 Penalty: 1048.204224
	Iteration 35Q: 3 clusters Score -6297981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6297991.000000 Penalty: 1048.204224
	Iteration 36Q: 3 clusters Score -6297991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99944 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6297979.500000 Penalty: 1048.204224
	Iteration 37Q: 3 clusters Score -6297980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6297992.000000 Penalty: 1048.204224
	Iteration 38Q: 3 clusters Score -6297992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6297982.500000 Penalty: 1048.204224
	Iteration 39Q: 3 clusters Score -6297982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6297994.000000 Penalty: 1048.204224
	Iteration 40F: 3 clusters Score -6297994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6297975.000000 Penalty: 1048.204224
	Iteration 41Q: 3 clusters Score -6297975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6297980.000000 Penalty: 1048.204224
	Iteration 42Q: 3 clusters Score -6297980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6297992.500000 Penalty: 1048.204224
	Iteration 43Q: 3 clusters Score -6297992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6297985.000000 Penalty: 1048.204224
	Iteration 44Q: 3 clusters Score -6297985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6297986.500000 Penalty: 1048.204224
	Iteration 45Q: 3 clusters Score -6297986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6297983.000000 Penalty: 1048.204224
	Iteration 46Q: 3 clusters Score -6297983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6297965.000000 Penalty: 1048.204224
	Iteration 47Q: 3 clusters Score -6297965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6297959.500000 Penalty: 1048.204224
	Iteration 48Q: 3 clusters Score -6297960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6297967.500000 Penalty: 1048.204224
	Iteration 49Q: 3 clusters Score -6297968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6297956.500000 Penalty: 1048.204224
	Iteration 50Q: 3 clusters Score -6297956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6297963.000000 Penalty: 1048.204224
	Iteration 51Q: 3 clusters Score -6297963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6297958.500000 Penalty: 1048.204224
	Iteration 52Q: 3 clusters Score -6297958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6297957.000000 Penalty: 1048.204224
	Iteration 53Q: 3 clusters Score -6297957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6297963.000000 Penalty: 1048.204224
	Iteration 54Q: 3 clusters Score -6297963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6297954.000000 Penalty: 1048.204224
	Iteration 55Q: 3 clusters Score -6297954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6297954.000000 Penalty: 1048.204224
	Iteration 56Q: 3 clusters Score -6297954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6297952.000000 Penalty: 1048.204224
	Iteration 57Q: 3 clusters Score -6297952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6297955.000000 Penalty: 1048.204224
	Iteration 58Q: 3 clusters Score -6297955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6297952.000000 Penalty: 1048.204224
	Iteration 59Q: 3 clusters Score -6297952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6297952.500000 Penalty: 1048.204224
	Iteration 60F: 3 clusters Score -6297952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6297951.000000 Penalty: 1048.204224
	Iteration 61Q: 3 clusters Score -6297951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6297954.000000 Penalty: 1048.204224
	Iteration 62Q: 3 clusters Score -6297954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6297954.000000 Penalty: 1048.204224
	Iteration 63F: 3 clusters Score -6297954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -139395.593750 Penalty: 347.974274
	Iteration 0F: 2 clusters Score -139395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -137883.328125 Penalty: 695.948547
	Iteration 0F: 3 clusters Score -137883.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -138415.812500 Penalty: 695.948547
	Iteration 1F: 3 clusters Score -138415.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -138498.500000 Penalty: 695.948547
	Iteration 2F: 3 clusters Score -138498.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -138578.265625 Penalty: 695.948547
	Iteration 3F: 3 clusters Score -138578.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -138628.078125 Penalty: 695.948547
	Iteration 4Q: 3 clusters Score -138628.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -138663.406250 Penalty: 695.948547
	Iteration 5Q: 3 clusters Score -138663.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -138708.375000 Penalty: 695.948547
	Iteration 6Q: 3 clusters Score -138708.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -138755.656250 Penalty: 695.948547
	Iteration 7Q: 3 clusters Score -138755.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -138797.140625 Penalty: 695.948547
	Iteration 8Q: 3 clusters Score -138797.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -138830.765625 Penalty: 695.948547
	Iteration 9Q: 3 clusters Score -138830.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -138855.062500 Penalty: 695.948547
	Iteration 10Q: 3 clusters Score -138855.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -138868.078125 Penalty: 695.948547
	Iteration 11Q: 3 clusters Score -138868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -138875.406250 Penalty: 695.948547
	Iteration 12Q: 3 clusters Score -138875.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -138881.031250 Penalty: 695.948547
	Iteration 13Q: 3 clusters Score -138881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -138886.171875 Penalty: 695.948547
	Iteration 14Q: 3 clusters Score -138886.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -138891.343750 Penalty: 695.948547
	Iteration 15Q: 3 clusters Score -138891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138897.953125 Penalty: 695.948547
	Iteration 16Q: 3 clusters Score -138898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -138900.531250 Penalty: 695.948547
	Iteration 17Q: 3 clusters Score -138900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -138901.515625 Penalty: 695.948547
	Iteration 18Q: 3 clusters Score -138901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138902.187500 Penalty: 695.948547
	Iteration 19Q: 3 clusters Score -138902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -138902.203125 Penalty: 695.948547
	Iteration 20F: 3 clusters Score -138902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -138902.687500 Penalty: 695.948547
	Iteration 21Q: 3 clusters Score -138902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -138903.953125 Penalty: 695.948547
	Iteration 22Q: 3 clusters Score -138904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -138904.968750 Penalty: 695.948547
	Iteration 23Q: 3 clusters Score -138905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -138905.281250 Penalty: 695.948547
	Iteration 24Q: 3 clusters Score -138905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -138905.625000 Penalty: 695.948547
	Iteration 25Q: 3 clusters Score -138905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -138905.890625 Penalty: 695.948547
	Iteration 26Q: 3 clusters Score -138905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -138905.828125 Penalty: 695.948547
	Iteration 27Q: 3 clusters Score -138905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -138906.171875 Penalty: 695.948547
	Iteration 28Q: 3 clusters Score -138906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -138906.171875 Penalty: 695.948547
	Iteration 29F: 3 clusters Score -138906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -5930.696289 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -5930.696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5706.852051 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -5706.852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5805.303223 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -5805.303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5851.345703 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -5851.346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5881.491211 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -5881.491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5904.965332 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -5904.965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5909.195801 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -5909.196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5918.479004 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -5918.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5919.606934 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -5919.607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5919.606934 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -5919.607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Entering Unmasked Estep 
Score: -1756783.250000 Penalty: 464.033691
	Iteration 0F: 2 clusters Score -1756783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1739080.750000 Penalty: 928.067383
	Iteration 0F: 3 clusters Score -1739081 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1747650.500000 Penalty: 928.067383
	Iteration 1F: 3 clusters Score -1747650 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1748848.750000 Penalty: 928.067383
	Iteration 2F: 3 clusters Score -1748849 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1750243.875000 Penalty: 928.067383
	Iteration 3F: 3 clusters Score -1750244 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1751565.375000 Penalty: 928.067383
	Iteration 4F: 3 clusters Score -1751565 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1752630.500000 Penalty: 928.067383
	Iteration 5F: 3 clusters Score -1752630 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1753187.375000 Penalty: 928.067383
	Iteration 6Q: 3 clusters Score -1753187 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1753454.125000 Penalty: 928.067383
	Iteration 7Q: 3 clusters Score -1753454 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1753619.250000 Penalty: 928.067383
	Iteration 8Q: 3 clusters Score -1753619 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1753757.875000 Penalty: 928.067383
	Iteration 9Q: 3 clusters Score -1753758 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1753891.500000 Penalty: 928.067383
	Iteration 10Q: 3 clusters Score -1753892 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1754029.750000 Penalty: 928.067383
	Iteration 11Q: 3 clusters Score -1754030 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1754168.750000 Penalty: 928.067383
	Iteration 12Q: 3 clusters Score -1754169 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1754311.750000 Penalty: 928.067383
	Iteration 13Q: 3 clusters Score -1754312 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1754477.750000 Penalty: 928.067383
	Iteration 14Q: 3 clusters Score -1754478 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1754665.500000 Penalty: 928.067383
	Iteration 15Q: 3 clusters Score -1754666 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1754841.625000 Penalty: 928.067383
	Iteration 16Q: 3 clusters Score -1754842 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1755027.375000 Penalty: 928.067383
	Iteration 17Q: 3 clusters Score -1755027 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1755208.875000 Penalty: 928.067383
	Iteration 18Q: 3 clusters Score -1755209 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1755379.875000 Penalty: 928.067383
	Iteration 19Q: 3 clusters Score -1755380 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1755517.500000 Penalty: 928.067383
	Iteration 20F: 3 clusters Score -1755518 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1755644.500000 Penalty: 928.067383
	Iteration 21Q: 3 clusters Score -1755644 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1755764.875000 Penalty: 928.067383
	Iteration 22Q: 3 clusters Score -1755765 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1755865.375000 Penalty: 928.067383
	Iteration 23Q: 3 clusters Score -1755865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1755960.000000 Penalty: 928.067383
	Iteration 24Q: 3 clusters Score -1755960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1756051.375000 Penalty: 928.067383
	Iteration 25Q: 3 clusters Score -1756051 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1756120.625000 Penalty: 928.067383
	Iteration 26Q: 3 clusters Score -1756121 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1756178.125000 Penalty: 928.067383
	Iteration 27Q: 3 clusters Score -1756178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1756216.125000 Penalty: 928.067383
	Iteration 28Q: 3 clusters Score -1756216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1756248.375000 Penalty: 928.067383
	Iteration 29Q: 3 clusters Score -1756248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1756273.750000 Penalty: 928.067383
	Iteration 30Q: 3 clusters Score -1756274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1756300.500000 Penalty: 928.067383
	Iteration 31Q: 3 clusters Score -1756300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1756317.625000 Penalty: 928.067383
	Iteration 32Q: 3 clusters Score -1756318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1756335.250000 Penalty: 928.067383
	Iteration 33Q: 3 clusters Score -1756335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1756344.250000 Penalty: 928.067383
	Iteration 34Q: 3 clusters Score -1756344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1756350.125000 Penalty: 928.067383
	Iteration 35Q: 3 clusters Score -1756350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1756355.250000 Penalty: 928.067383
	Iteration 36Q: 3 clusters Score -1756355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1756362.250000 Penalty: 928.067383
	Iteration 37Q: 3 clusters Score -1756362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1756365.875000 Penalty: 928.067383
	Iteration 38Q: 3 clusters Score -1756366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1756370.625000 Penalty: 928.067383
	Iteration 39Q: 3 clusters Score -1756371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1756377.500000 Penalty: 928.067383
	Iteration 40F: 3 clusters Score -1756378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1756382.250000 Penalty: 928.067383
	Iteration 41Q: 3 clusters Score -1756382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1756384.875000 Penalty: 928.067383
	Iteration 42Q: 3 clusters Score -1756385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1756384.625000 Penalty: 928.067383
	Iteration 43Q: 3 clusters Score -1756385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1756386.125000 Penalty: 928.067383
	Iteration 44Q: 3 clusters Score -1756386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1756387.750000 Penalty: 928.067383
	Iteration 45Q: 3 clusters Score -1756388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1756388.375000 Penalty: 928.067383
	Iteration 46Q: 3 clusters Score -1756388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1756388.375000 Penalty: 928.067383
	Iteration 47F: 3 clusters Score -1756388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Entering Unmasked Estep 
Score: -2029820.375000 Penalty: 471.099274
	Iteration 0F: 2 clusters Score -2029820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2008809.250000 Penalty: 942.198547
	Iteration 0F: 3 clusters Score -2008809 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2017863.250000 Penalty: 942.198547
	Iteration 1F: 3 clusters Score -2017863 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2018559.625000 Penalty: 942.198547
	Iteration 2Q: 3 clusters Score -2018560 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2019789.625000 Penalty: 942.198547
	Iteration 3F: 3 clusters Score -2019790 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2021610.625000 Penalty: 942.198547
	Iteration 4F: 3 clusters Score -2021611 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2023659.500000 Penalty: 942.198547
	Iteration 5F: 3 clusters Score -2023660 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2025403.875000 Penalty: 942.198547
	Iteration 6F: 3 clusters Score -2025404 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -2026650.000000 Penalty: 942.198547
	Iteration 7Q: 3 clusters Score -2026650 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2027476.500000 Penalty: 942.198547
	Iteration 8Q: 3 clusters Score -2027476 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -2028048.750000 Penalty: 942.198547
	Iteration 9Q: 3 clusters Score -2028049 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -2028461.750000 Penalty: 942.198547
	Iteration 10Q: 3 clusters Score -2028462 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -2028740.375000 Penalty: 942.198547
	Iteration 11Q: 3 clusters Score -2028740 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -2028964.125000 Penalty: 942.198547
	Iteration 12Q: 3 clusters Score -2028964 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -2029125.500000 Penalty: 942.198547
	Iteration 13Q: 3 clusters Score -2029126 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -2029231.625000 Penalty: 942.198547
	Iteration 14Q: 3 clusters Score -2029232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -2029287.875000 Penalty: 942.198547
	Iteration 15Q: 3 clusters Score -2029288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -2029324.250000 Penalty: 942.198547
	Iteration 16Q: 3 clusters Score -2029324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -2029355.625000 Penalty: 942.198547
	Iteration 17Q: 3 clusters Score -2029356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -2029373.250000 Penalty: 942.198547
	Iteration 18Q: 3 clusters Score -2029373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -2029386.625000 Penalty: 942.198547
	Iteration 19Q: 3 clusters Score -2029387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -2029401.750000 Penalty: 942.198547
	Iteration 20F: 3 clusters Score -2029402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -2029410.500000 Penalty: 942.198547
	Iteration 21Q: 3 clusters Score -2029410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -2029415.875000 Penalty: 942.198547
	Iteration 22Q: 3 clusters Score -2029416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -2029419.500000 Penalty: 942.198547
	Iteration 23Q: 3 clusters Score -2029420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -2029428.875000 Penalty: 942.198547
	Iteration 24Q: 3 clusters Score -2029429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -2029435.500000 Penalty: 942.198547
	Iteration 25Q: 3 clusters Score -2029436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -2029439.500000 Penalty: 942.198547
	Iteration 26Q: 3 clusters Score -2029440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -2029447.000000 Penalty: 942.198547
	Iteration 27Q: 3 clusters Score -2029447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -2029452.750000 Penalty: 942.198547
	Iteration 28Q: 3 clusters Score -2029453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -2029454.250000 Penalty: 942.198547
	Iteration 29Q: 3 clusters Score -2029454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -2029454.250000 Penalty: 942.198547
	Iteration 30F: 3 clusters Score -2029454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -217482.390625 Penalty: 369.783478
	Iteration 0F: 2 clusters Score -217482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -215149.875000 Penalty: 739.566956
	Iteration 0F: 3 clusters Score -215149.9 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -215930.078125 Penalty: 739.566956
	Iteration 1F: 3 clusters Score -215930.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -216034.421875 Penalty: 739.566956
	Iteration 2F: 3 clusters Score -216034.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -216106.390625 Penalty: 739.566956
	Iteration 3F: 3 clusters Score -216106.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -216162.406250 Penalty: 739.566956
	Iteration 4Q: 3 clusters Score -216162.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -216237.781250 Penalty: 739.566956
	Iteration 5Q: 3 clusters Score -216237.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -216311.062500 Penalty: 739.566956
	Iteration 6Q: 3 clusters Score -216311.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -216389.546875 Penalty: 739.566956
	Iteration 7Q: 3 clusters Score -216389.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -216471.750000 Penalty: 739.566956
	Iteration 8Q: 3 clusters Score -216471.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -216566.031250 Penalty: 739.566956
	Iteration 9Q: 3 clusters Score -216566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -216660.515625 Penalty: 739.566956
	Iteration 10Q: 3 clusters Score -216660.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -216736.718750 Penalty: 739.566956
	Iteration 11Q: 3 clusters Score -216736.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -216789.109375 Penalty: 739.566956
	Iteration 12Q: 3 clusters Score -216789.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -216825.656250 Penalty: 739.566956
	Iteration 13Q: 3 clusters Score -216825.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -216852.562500 Penalty: 739.566956
	Iteration 14Q: 3 clusters Score -216852.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -216881.062500 Penalty: 739.566956
	Iteration 15Q: 3 clusters Score -216881.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -216915.828125 Penalty: 739.566956
	Iteration 16Q: 3 clusters Score -216915.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -216966.859375 Penalty: 739.566956
	Iteration 17Q: 3 clusters Score -216966.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -216998.921875 Penalty: 739.566956
	Iteration 18Q: 3 clusters Score -216998.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -217039.937500 Penalty: 739.566956
	Iteration 19Q: 3 clusters Score -217039.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -217084.750000 Penalty: 739.566956
	Iteration 20F: 3 clusters Score -217084.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -217143.656250 Penalty: 739.566956
	Iteration 21Q: 3 clusters Score -217143.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -217195.984375 Penalty: 739.566956
	Iteration 22Q: 3 clusters Score -217196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -217234.171875 Penalty: 739.566956
	Iteration 23Q: 3 clusters Score -217234.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -217260.921875 Penalty: 739.566956
	Iteration 24Q: 3 clusters Score -217260.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -217281.593750 Penalty: 739.566956
	Iteration 25Q: 3 clusters Score -217281.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -217312.203125 Penalty: 739.566956
	Iteration 26Q: 3 clusters Score -217312.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -217331.062500 Penalty: 739.566956
	Iteration 27Q: 3 clusters Score -217331.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -217341.671875 Penalty: 739.566956
	Iteration 28Q: 3 clusters Score -217341.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -217349.187500 Penalty: 739.566956
	Iteration 29Q: 3 clusters Score -217349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -217351.984375 Penalty: 739.566956
	Iteration 30Q: 3 clusters Score -217352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -217354.468750 Penalty: 739.566956
	Iteration 31Q: 3 clusters Score -217354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -217355.953125 Penalty: 739.566956
	Iteration 32Q: 3 clusters Score -217356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -217356.421875 Penalty: 739.566956
	Iteration 33Q: 3 clusters Score -217356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -217357.015625 Penalty: 739.566956
	Iteration 34Q: 3 clusters Score -217357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -217357.562500 Penalty: 739.566956
	Iteration 35Q: 3 clusters Score -217357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -217358.359375 Penalty: 739.566956
	Iteration 36Q: 3 clusters Score -217358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -217358.328125 Penalty: 739.566956
	Iteration 37Q: 3 clusters Score -217358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -217358.250000 Penalty: 739.566956
	Iteration 38Q: 3 clusters Score -217358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -217358.250000 Penalty: 739.566956
	Iteration 39F: 3 clusters Score -217358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -228442.453125 Penalty: 373.473999
	Iteration 0F: 2 clusters Score -228442.5 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 1838 members 
Entering Unmasked Estep 
Score: -225927.031250 Penalty: 746.947998
	Iteration 0F: 3 clusters Score -225927 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -226880.062500 Penalty: 746.947998
	Iteration 1F: 3 clusters Score -226880.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -227072.828125 Penalty: 746.947998
	Iteration 2F: 3 clusters Score -227072.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -227342.890625 Penalty: 746.947998
	Iteration 3F: 3 clusters Score -227342.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -227637.046875 Penalty: 746.947998
	Iteration 4F: 3 clusters Score -227637 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -227874.296875 Penalty: 746.947998
	Iteration 5F: 3 clusters Score -227874.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -228034.828125 Penalty: 746.947998
	Iteration 6F: 3 clusters Score -228034.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -228119.062500 Penalty: 746.947998
	Iteration 7Q: 3 clusters Score -228119.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -228160.265625 Penalty: 746.947998
	Iteration 8Q: 3 clusters Score -228160.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -228181.296875 Penalty: 746.947998
	Iteration 9Q: 3 clusters Score -228181.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -228194.734375 Penalty: 746.947998
	Iteration 10Q: 3 clusters Score -228194.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -228208.015625 Penalty: 746.947998
	Iteration 11Q: 3 clusters Score -228208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -228217.656250 Penalty: 746.947998
	Iteration 12Q: 3 clusters Score -228217.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -228227.703125 Penalty: 746.947998
	Iteration 13Q: 3 clusters Score -228227.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -228239.000000 Penalty: 746.947998
	Iteration 14Q: 3 clusters Score -228239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -228249.468750 Penalty: 746.947998
	Iteration 15Q: 3 clusters Score -228249.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -228258.187500 Penalty: 746.947998
	Iteration 16Q: 3 clusters Score -228258.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -228264.828125 Penalty: 746.947998
	Iteration 17Q: 3 clusters Score -228264.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -228271.156250 Penalty: 746.947998
	Iteration 18Q: 3 clusters Score -228271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -228276.203125 Penalty: 746.947998
	Iteration 19Q: 3 clusters Score -228276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -228279.765625 Penalty: 746.947998
	Iteration 20F: 3 clusters Score -228279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -228282.890625 Penalty: 746.947998
	Iteration 21Q: 3 clusters Score -228282.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -228284.421875 Penalty: 746.947998
	Iteration 22Q: 3 clusters Score -228284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -228286.625000 Penalty: 746.947998
	Iteration 23Q: 3 clusters Score -228286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -228288.171875 Penalty: 746.947998
	Iteration 24Q: 3 clusters Score -228288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -228288.718750 Penalty: 746.947998
	Iteration 25Q: 3 clusters Score -228288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -228289.609375 Penalty: 746.947998
	Iteration 26Q: 3 clusters Score -228289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -228290.593750 Penalty: 746.947998
	Iteration 27Q: 3 clusters Score -228290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -228291.296875 Penalty: 746.947998
	Iteration 28Q: 3 clusters Score -228291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -228291.640625 Penalty: 746.947998
	Iteration 29Q: 3 clusters Score -228291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -228291.640625 Penalty: 746.947998
	Iteration 30F: 3 clusters Score -228291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Entering Unmasked Estep 
Score: -833230.625000 Penalty: 430.217255
	Iteration 0F: 2 clusters Score -833230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -824725.125000 Penalty: 860.434509
	Iteration 0F: 3 clusters Score -824725.1 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -828100.375000 Penalty: 860.434509
	Iteration 1F: 3 clusters Score -828100.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -828338.062500 Penalty: 860.434509
	Iteration 2F: 3 clusters Score -828338.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -828632.250000 Penalty: 860.434509
	Iteration 3F: 3 clusters Score -828632.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -829038.750000 Penalty: 860.434509
	Iteration 4F: 3 clusters Score -829038.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -829539.875000 Penalty: 860.434509
	Iteration 5F: 3 clusters Score -829539.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -830120.187500 Penalty: 860.434509
	Iteration 6F: 3 clusters Score -830120.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -830574.375000 Penalty: 860.434509
	Iteration 7F: 3 clusters Score -830574.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -830802.875000 Penalty: 860.434509
	Iteration 8Q: 3 clusters Score -830802.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -830889.625000 Penalty: 860.434509
	Iteration 9Q: 3 clusters Score -830889.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -830947.437500 Penalty: 860.434509
	Iteration 10Q: 3 clusters Score -830947.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -830993.250000 Penalty: 860.434509
	Iteration 11Q: 3 clusters Score -830993.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -831039.062500 Penalty: 860.434509
	Iteration 12Q: 3 clusters Score -831039.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -831080.125000 Penalty: 860.434509
	Iteration 13Q: 3 clusters Score -831080.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -831122.437500 Penalty: 860.434509
	Iteration 14Q: 3 clusters Score -831122.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -831153.437500 Penalty: 860.434509
	Iteration 15Q: 3 clusters Score -831153.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -831198.250000 Penalty: 860.434509
	Iteration 16Q: 3 clusters Score -831198.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -831237.437500 Penalty: 860.434509
	Iteration 17Q: 3 clusters Score -831237.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -831278.375000 Penalty: 860.434509
	Iteration 18Q: 3 clusters Score -831278.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -831316.187500 Penalty: 860.434509
	Iteration 19Q: 3 clusters Score -831316.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -831355.312500 Penalty: 860.434509
	Iteration 20F: 3 clusters Score -831355.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -831402.250000 Penalty: 860.434509
	Iteration 21Q: 3 clusters Score -831402.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -831457.500000 Penalty: 860.434509
	Iteration 22Q: 3 clusters Score -831457.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -831506.375000 Penalty: 860.434509
	Iteration 23Q: 3 clusters Score -831506.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -831553.125000 Penalty: 860.434509
	Iteration 24Q: 3 clusters Score -831553.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -831603.750000 Penalty: 860.434509
	Iteration 25Q: 3 clusters Score -831603.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -831656.687500 Penalty: 860.434509
	Iteration 26Q: 3 clusters Score -831656.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -831707.187500 Penalty: 860.434509
	Iteration 27Q: 3 clusters Score -831707.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -831761.625000 Penalty: 860.434509
	Iteration 28Q: 3 clusters Score -831761.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -831810.750000 Penalty: 860.434509
	Iteration 29Q: 3 clusters Score -831810.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -831857.000000 Penalty: 860.434509
	Iteration 30Q: 3 clusters Score -831857 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -831905.500000 Penalty: 860.434509
	Iteration 31Q: 3 clusters Score -831905.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -831954.687500 Penalty: 860.434509
	Iteration 32Q: 3 clusters Score -831954.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -832008.562500 Penalty: 860.434509
	Iteration 33Q: 3 clusters Score -832008.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -832065.312500 Penalty: 860.434509
	Iteration 34Q: 3 clusters Score -832065.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -832128.250000 Penalty: 860.434509
	Iteration 35Q: 3 clusters Score -832128.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -832175.250000 Penalty: 860.434509
	Iteration 36Q: 3 clusters Score -832175.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -832226.125000 Penalty: 860.434509
	Iteration 37Q: 3 clusters Score -832226.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -832272.562500 Penalty: 860.434509
	Iteration 38Q: 3 clusters Score -832272.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -832315.937500 Penalty: 860.434509
	Iteration 39Q: 3 clusters Score -832315.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -832350.312500 Penalty: 860.434509
	Iteration 40F: 3 clusters Score -832350.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -832388.312500 Penalty: 860.434509
	Iteration 41Q: 3 clusters Score -832388.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -832427.687500 Penalty: 860.434509
	Iteration 42Q: 3 clusters Score -832427.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -832464.062500 Penalty: 860.434509
	Iteration 43Q: 3 clusters Score -832464.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -832500.937500 Penalty: 860.434509
	Iteration 44Q: 3 clusters Score -832500.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -832548.250000 Penalty: 860.434509
	Iteration 45Q: 3 clusters Score -832548.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -832591.062500 Penalty: 860.434509
	Iteration 46Q: 3 clusters Score -832591.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -832627.375000 Penalty: 860.434509
	Iteration 47Q: 3 clusters Score -832627.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -832657.312500 Penalty: 860.434509
	Iteration 48Q: 3 clusters Score -832657.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -832676.937500 Penalty: 860.434509
	Iteration 49Q: 3 clusters Score -832676.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -832693.187500 Penalty: 860.434509
	Iteration 50Q: 3 clusters Score -832693.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -832709.000000 Penalty: 860.434509
	Iteration 51Q: 3 clusters Score -832709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -832718.937500 Penalty: 860.434509
	Iteration 52Q: 3 clusters Score -832718.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -832724.125000 Penalty: 860.434509
	Iteration 53Q: 3 clusters Score -832724.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -832729.437500 Penalty: 860.434509
	Iteration 54Q: 3 clusters Score -832729.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -832733.812500 Penalty: 860.434509
	Iteration 55Q: 3 clusters Score -832733.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -832739.312500 Penalty: 860.434509
	Iteration 56Q: 3 clusters Score -832739.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -832745.437500 Penalty: 860.434509
	Iteration 57Q: 3 clusters Score -832745.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -832752.625000 Penalty: 860.434509
	Iteration 58Q: 3 clusters Score -832752.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -832760.187500 Penalty: 860.434509
	Iteration 59Q: 3 clusters Score -832760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -832770.062500 Penalty: 860.434509
	Iteration 60F: 3 clusters Score -832770.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -832775.750000 Penalty: 860.434509
	Iteration 61Q: 3 clusters Score -832775.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -832783.562500 Penalty: 860.434509
	Iteration 62Q: 3 clusters Score -832783.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -832794.750000 Penalty: 860.434509
	Iteration 63Q: 3 clusters Score -832794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -832802.312500 Penalty: 860.434509
	Iteration 64Q: 3 clusters Score -832802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -832807.125000 Penalty: 860.434509
	Iteration 65Q: 3 clusters Score -832807.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -832816.375000 Penalty: 860.434509
	Iteration 66Q: 3 clusters Score -832816.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -832826.937500 Penalty: 860.434509
	Iteration 67Q: 3 clusters Score -832826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -832834.375000 Penalty: 860.434509
	Iteration 68Q: 3 clusters Score -832834.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -832841.125000 Penalty: 860.434509
	Iteration 69Q: 3 clusters Score -832841.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -832847.750000 Penalty: 860.434509
	Iteration 70Q: 3 clusters Score -832847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -832851.500000 Penalty: 860.434509
	Iteration 71Q: 3 clusters Score -832851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -832853.812500 Penalty: 860.434509
	Iteration 72Q: 3 clusters Score -832853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -832855.375000 Penalty: 860.434509
	Iteration 73Q: 3 clusters Score -832855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -832856.187500 Penalty: 860.434509
	Iteration 74Q: 3 clusters Score -832856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -832855.500000 Penalty: 860.434509
	Iteration 75Q: 3 clusters Score -832855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -832855.500000 Penalty: 860.434509
	Iteration 76F: 3 clusters Score -832855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -115280.460938 Penalty: 342.071899
	Iteration 0F: 2 clusters Score -115280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -113923.742188 Penalty: 684.143799
	Iteration 0F: 3 clusters Score -113923.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -114359.523438 Penalty: 684.143799
	Iteration 1F: 3 clusters Score -114359.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -114413.812500 Penalty: 684.143799
	Iteration 2F: 3 clusters Score -114413.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -114478.507812 Penalty: 684.143799
	Iteration 3Q: 3 clusters Score -114478.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114573.156250 Penalty: 684.143799
	Iteration 4F: 3 clusters Score -114573.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114665.500000 Penalty: 684.143799
	Iteration 5F: 3 clusters Score -114665.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -114743.390625 Penalty: 684.143799
	Iteration 6F: 3 clusters Score -114743.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114808.781250 Penalty: 684.143799
	Iteration 7Q: 3 clusters Score -114808.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114854.304688 Penalty: 684.143799
	Iteration 8Q: 3 clusters Score -114854.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114884.210938 Penalty: 684.143799
	Iteration 9Q: 3 clusters Score -114884.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114905.906250 Penalty: 684.143799
	Iteration 10Q: 3 clusters Score -114905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114921.125000 Penalty: 684.143799
	Iteration 11Q: 3 clusters Score -114921.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114932.773438 Penalty: 684.143799
	Iteration 12Q: 3 clusters Score -114932.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114942.851562 Penalty: 684.143799
	Iteration 13Q: 3 clusters Score -114942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -114953.742188 Penalty: 684.143799
	Iteration 14Q: 3 clusters Score -114953.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114968.343750 Penalty: 684.143799
	Iteration 15Q: 3 clusters Score -114968.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -114984.828125 Penalty: 684.143799
	Iteration 16Q: 3 clusters Score -114984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -114999.304688 Penalty: 684.143799
	Iteration 17Q: 3 clusters Score -114999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115007.750000 Penalty: 684.143799
	Iteration 18Q: 3 clusters Score -115007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115014.890625 Penalty: 684.143799
	Iteration 19Q: 3 clusters Score -115014.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115023.085938 Penalty: 684.143799
	Iteration 20F: 3 clusters Score -115023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -115029.648438 Penalty: 684.143799
	Iteration 21Q: 3 clusters Score -115029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -115034.359375 Penalty: 684.143799
	Iteration 22Q: 3 clusters Score -115034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -115036.156250 Penalty: 684.143799
	Iteration 23Q: 3 clusters Score -115036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -115037.273438 Penalty: 684.143799
	Iteration 24Q: 3 clusters Score -115037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -115037.804688 Penalty: 684.143799
	Iteration 25Q: 3 clusters Score -115037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -115038.445312 Penalty: 684.143799
	Iteration 26Q: 3 clusters Score -115038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -115038.828125 Penalty: 684.143799
	Iteration 27Q: 3 clusters Score -115038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -115039.523438 Penalty: 684.143799
	Iteration 28Q: 3 clusters Score -115039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -115039.734375 Penalty: 684.143799
	Iteration 29Q: 3 clusters Score -115039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -115040.335938 Penalty: 684.143799
	Iteration 30Q: 3 clusters Score -115040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -115041.515625 Penalty: 684.143799
	Iteration 31Q: 3 clusters Score -115041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -115043.335938 Penalty: 684.143799
	Iteration 32Q: 3 clusters Score -115043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115043.703125 Penalty: 684.143799
	Iteration 33Q: 3 clusters Score -115043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115043.703125 Penalty: 684.143799
	Iteration 34F: 3 clusters Score -115043.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Entering Unmasked Estep 
Score: -3431851.250000 Penalty: 497.566742
	Iteration 0F: 2 clusters Score -3431851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3394216.750000 Penalty: 995.133484
	Iteration 0F: 3 clusters Score -3394217 nChanged 27177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3412584.250000 Penalty: 995.133484
	Iteration 1F: 3 clusters Score -3412584 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3415025.500000 Penalty: 995.133484
	Iteration 2F: 3 clusters Score -3415026 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3418474.000000 Penalty: 995.133484
	Iteration 3F: 3 clusters Score -3418474 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3421596.750000 Penalty: 995.133484
	Iteration 4F: 3 clusters Score -3421597 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3422972.000000 Penalty: 995.133484
	Iteration 5F: 3 clusters Score -3422972 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3423385.000000 Penalty: 995.133484
	Iteration 6Q: 3 clusters Score -3423385 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3423556.000000 Penalty: 995.133484
	Iteration 7Q: 3 clusters Score -3423556 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3423694.500000 Penalty: 995.133484
	Iteration 8Q: 3 clusters Score -3423694 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3423835.750000 Penalty: 995.133484
	Iteration 9Q: 3 clusters Score -3423836 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3423976.250000 Penalty: 995.133484
	Iteration 10Q: 3 clusters Score -3423976 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3424148.000000 Penalty: 995.133484
	Iteration 11Q: 3 clusters Score -3424148 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3424326.500000 Penalty: 995.133484
	Iteration 12Q: 3 clusters Score -3424326 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3424512.000000 Penalty: 995.133484
	Iteration 13Q: 3 clusters Score -3424512 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3424742.750000 Penalty: 995.133484
	Iteration 14Q: 3 clusters Score -3424743 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3425030.500000 Penalty: 995.133484
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3425408 nChanged 1064
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3425843 nChanged 1127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3426420 nChanged 1283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3427131 nChanged 1407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3428105 nChanged 1587
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Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3429307 nChanged 1480
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3430325 nChanged 1228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3430986 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3431330 nChanged 695
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3431529 nChanged 467
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3431616 nChanged 343
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Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3431678 nChanged 272
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Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3431734 nChanged 228
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Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3431775 nChanged 190
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Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3431786 nChanged 169
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Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3431824 nChanged 152
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Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3431834 nChanged 136
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Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3431836 nChanged 131
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Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3431848 nChanged 127
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Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3431867 nChanged 126
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Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3431875 nChanged 115
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Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3431893 nChanged 105
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Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3431887 nChanged 103
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Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3431898 nChanged 88
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Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3431912 nChanged 93
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Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3431926 nChanged 78
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Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3431921 nChanged 76
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Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3431934 nChanged 86
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Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3431930 nChanged 87
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Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3431944 nChanged 87
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Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3431950 nChanged 76
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Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3431952 nChanged 70
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Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3431957 nChanged 72
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Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3431968 nChanged 72
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Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3431964 nChanged 70
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Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3431973 nChanged 77
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Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3431978 nChanged 72
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Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3431986 nChanged 62
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Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3431994 nChanged 62
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Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3431993 nChanged 50
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	Iteration 56Q: 3 clusters Score -3431996 nChanged 52
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Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3432004 nChanged 49
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Mstep: Class 1 contains 40393 members 
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	Iteration 58Q: 3 clusters Score -3432009 nChanged 51
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Mstep: Class 1 contains 40444 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3432005 nChanged 53
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Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3432010 nChanged 71
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Mstep: Class 1 contains 40568 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3432024 nChanged 91
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Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3432022 nChanged 67
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Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3432021 nChanged 65
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Mstep: Class 1 contains 40791 members 
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Entering Unmasked Estep 
Score: -3432033.000000 Penalty: 995.133484
	Iteration 64Q: 3 clusters Score -3432033 nChanged 52
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Mstep: Class 1 contains 40843 members 
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Entering Unmasked Estep 
Score: -3432031.750000 Penalty: 995.133484
	Iteration 65Q: 3 clusters Score -3432032 nChanged 41
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Mstep: Class 1 contains 40884 members 
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Entering Unmasked Estep 
Score: -3432036.250000 Penalty: 995.133484
	Iteration 66Q: 3 clusters Score -3432036 nChanged 45
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Mstep: Class 1 contains 40929 members 
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	Iteration 67Q: 3 clusters Score -3432036 nChanged 42
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Mstep: Class 1 contains 40971 members 
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Entering Unmasked Estep 
Score: -3432042.500000 Penalty: 995.133484
	Iteration 68Q: 3 clusters Score -3432042 nChanged 41
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Mstep: Class 1 contains 41012 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3432050 nChanged 48
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Mstep: Class 1 contains 41060 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3432049 nChanged 46
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Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3432052 nChanged 52
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Mstep: Class 1 contains 41158 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3432053 nChanged 39
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Mstep: Class 1 contains 41197 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3432054 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3432056 nChanged 43
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Mstep: Class 1 contains 41279 members 
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	Iteration 75Q: 3 clusters Score -3432048 nChanged 50
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3432059 nChanged 45
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3432067 nChanged 60
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Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3432064.750000 Penalty: 995.133484
	Iteration 78Q: 3 clusters Score -3432065 nChanged 70
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3432081 nChanged 58
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Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3432083.000000 Penalty: 995.133484
	Iteration 80F: 3 clusters Score -3432083 nChanged 64
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Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3432080 nChanged 58
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3432083 nChanged 49
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Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3432079 nChanged 47
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Mstep: Class 1 contains 41778 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3432075 nChanged 44
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Mstep: Class 1 contains 41822 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3432070 nChanged 42
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Mstep: Class 2 contains 14272 members 
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	Iteration 86Q: 3 clusters Score -3432075 nChanged 44
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Mstep: Class 1 contains 41908 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3432080 nChanged 37
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Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3432082 nChanged 36
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	Iteration 89Q: 3 clusters Score -3432082 nChanged 44
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Mstep: Class 1 contains 42025 members 
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Entering Unmasked Estep 
Score: -3432094.500000 Penalty: 995.133484
	Iteration 90Q: 3 clusters Score -3432094 nChanged 39
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	Iteration 91Q: 3 clusters Score -3432095 nChanged 33
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	Iteration 92Q: 3 clusters Score -3432098 nChanged 37
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Score: -3432100.750000 Penalty: 995.133484
	Iteration 93Q: 3 clusters Score -3432101 nChanged 38
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	Iteration 94Q: 3 clusters Score -3432106 nChanged 34
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Mstep: Class 1 contains 42206 members 
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Score: -3432110.750000 Penalty: 995.133484
	Iteration 95Q: 3 clusters Score -3432111 nChanged 30
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Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3432106 nChanged 34
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Mstep: Class 1 contains 42270 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3432108 nChanged 24
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Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3432106 nChanged 21
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Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3432102 nChanged 18
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Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3432104 nChanged 13
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Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 13790 members 
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	Iteration 101Q: 3 clusters Score -3432105 nChanged 8
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Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3432102 nChanged 9
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Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3432106 nChanged 10
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3432106 nChanged 9
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3432106 nChanged 6
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3432106 nChanged 6
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3432110 nChanged 8
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3432111 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3432119 nChanged 14
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Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3432121 nChanged 22
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Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3432124 nChanged 17
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Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3432125 nChanged 20
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Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3432120 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3432118 nChanged 13
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Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 13617 members 
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	Iteration 115Q: 3 clusters Score -3432118 nChanged 18
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Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3432118 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3432119 nChanged 30
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Mstep: Class 2 contains 13543 members 
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	Iteration 118Q: 3 clusters Score -3432118 nChanged 35
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3432114 nChanged 26
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Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3432121 nChanged 20
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Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3432124 nChanged 19
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3432125 nChanged 20
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Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3432130 nChanged 22
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Mstep: Class 1 contains 42735 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3432132 nChanged 24
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Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3432143 nChanged 16
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Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3432154 nChanged 28
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Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3432158 nChanged 31
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Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3432160 nChanged 30
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Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3432156 nChanged 36
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Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 13236 members 
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	Iteration 130Q: 3 clusters Score -3432160 nChanged 29
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Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3432156 nChanged 29
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Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3432158 nChanged 28
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Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3432163 nChanged 27
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3432170 nChanged 18
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3432166 nChanged 21
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Mstep: Class 2 contains 13084 members 
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	Iteration 136Q: 3 clusters Score -3432164 nChanged 20
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	Iteration 137Q: 3 clusters Score -3432163 nChanged 29
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Mstep: Class 1 contains 43101 members 
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	Iteration 138Q: 3 clusters Score -3432161 nChanged 25
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Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 13010 members 
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	Iteration 139Q: 3 clusters Score -3432164 nChanged 29
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Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 12983 members 
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	Iteration 140F: 3 clusters Score -3432164 nChanged 30
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Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3432160 nChanged 32
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Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 12921 members 
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	Iteration 142Q: 3 clusters Score -3432162 nChanged 32
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Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 12889 members 
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	Iteration 143Q: 3 clusters Score -3432160 nChanged 29
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Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 12860 members 
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	Iteration 144Q: 3 clusters Score -3432160 nChanged 32
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Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 12828 members 
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	Iteration 145Q: 3 clusters Score -3432165 nChanged 32
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Mstep: Class 2 contains 12796 members 
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	Iteration 146Q: 3 clusters Score -3432167 nChanged 28
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	Iteration 147Q: 3 clusters Score -3432170 nChanged 35
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	Iteration 148Q: 3 clusters Score -3432173 nChanged 35
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	Iteration 149Q: 3 clusters Score -3432176 nChanged 42
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Mstep: Class 2 contains 12656 members 
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	Iteration 150Q: 3 clusters Score -3432171 nChanged 34
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Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 12622 members 
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	Iteration 151Q: 3 clusters Score -3432172 nChanged 25
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	Iteration 152Q: 3 clusters Score -3432173 nChanged 23
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	Iteration 153Q: 3 clusters Score -3432174 nChanged 15
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Mstep: Class 1 contains 43577 members 
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	Iteration 154Q: 3 clusters Score -3432172 nChanged 14
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	Iteration 155Q: 3 clusters Score -3432166 nChanged 13
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	Iteration 156Q: 3 clusters Score -3432174 nChanged 13
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	Iteration 157Q: 3 clusters Score -3432178 nChanged 18
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	Iteration 158Q: 3 clusters Score -3432180 nChanged 17
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Score: -3432183.000000 Penalty: 995.133484
	Iteration 159Q: 3 clusters Score -3432183 nChanged 16
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	Iteration 160F: 3 clusters Score -3432186 nChanged 21
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	Iteration 161Q: 3 clusters Score -3432190 nChanged 9
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	Iteration 162Q: 3 clusters Score -3432188 nChanged 17
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	Iteration 163Q: 3 clusters Score -3432192 nChanged 17
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	Iteration 164Q: 3 clusters Score -3432186 nChanged 21
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	Iteration 165Q: 3 clusters Score -3432188 nChanged 24
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	Iteration 166Q: 3 clusters Score -3432191 nChanged 26
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	Iteration 167Q: 3 clusters Score -3432191 nChanged 34
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	Iteration 168Q: 3 clusters Score -3432190 nChanged 39
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Score: -3432197.250000 Penalty: 995.133484
	Iteration 169Q: 3 clusters Score -3432197 nChanged 40
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Mstep: Class 2 contains 12220 members 
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	Iteration 170Q: 3 clusters Score -3432202 nChanged 36
Entering Unmasked Mstep 
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	Iteration 171Q: 3 clusters Score -3432206 nChanged 32
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	Iteration 172Q: 3 clusters Score -3432198 nChanged 28
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	Iteration 173Q: 3 clusters Score -3432194 nChanged 20
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	Iteration 174Q: 3 clusters Score -3432192 nChanged 14
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	Iteration 175Q: 3 clusters Score -3432195 nChanged 16
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	Iteration 176Q: 3 clusters Score -3432199 nChanged 11
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	Iteration 177Q: 3 clusters Score -3432200 nChanged 8
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	Iteration 178Q: 3 clusters Score -3432199 nChanged 13
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	Iteration 179Q: 3 clusters Score -3432193 nChanged 16
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	Iteration 180F: 3 clusters Score -3432199 nChanged 14
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3432202 nChanged 15
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3432200 nChanged 15
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	Iteration 183Q: 3 clusters Score -3432204 nChanged 13
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	Iteration 184Q: 3 clusters Score -3432208 nChanged 11
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	Iteration 185Q: 3 clusters Score -3432210 nChanged 17
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	Iteration 186Q: 3 clusters Score -3432211 nChanged 15
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	Iteration 187Q: 3 clusters Score -3432209 nChanged 11
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	Iteration 188Q: 3 clusters Score -3432213 nChanged 13
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	Iteration 189Q: 3 clusters Score -3432207 nChanged 14
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Mstep: Class 2 contains 11890 members 
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	Iteration 190Q: 3 clusters Score -3432211 nChanged 21
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	Iteration 191Q: 3 clusters Score -3432208 nChanged 19
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	Iteration 192Q: 3 clusters Score -3432210 nChanged 16
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3432207 nChanged 10
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	Iteration 194Q: 3 clusters Score -3432207 nChanged 5
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Entering Unmasked Estep 
Score: -3432212.250000 Penalty: 995.133484
	Iteration 195Q: 3 clusters Score -3432212 nChanged 3
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	Iteration 196Q: 3 clusters Score -3432209 nChanged 3
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3432213 nChanged 2
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3432210 nChanged 0
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Entering Unmasked Estep 
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	Iteration 199F: 3 clusters Score -3432210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 100582 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26864 members 
Mstep: Class 6 contains 31377 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 12776 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 44325 members 
Mstep: Class 13 contains 86371 members 
Mstep: Class 14 contains 42894 members 
Mstep: Class 15 contains 42265 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 2702 members 
Mstep: Class 23 contains 11811 members 
Mstep: Class 24 contains 40323 members 
Mstep: Class 25 contains 4090 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 77809 members 
Mstep: Class 30 contains 25961 members 
Mstep: Class 31 contains 37550 members 
Mstep: Class 32 contains 10409 members 
Mstep: Class 33 contains 4114 members 
Mstep: Class 34 contains 487 members 
Entering Unmasked Estep 
Score: -42232296.000000 Penalty: 20201.414062
Splitting cluster 12 changes total score from -42231136.000000 to -42232296.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (86371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Entering Unmasked Estep 
Score: -5367695.500000 Penalty: 517.171509
	Iteration 0F: 2 clusters Score -5367696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5315768.000000 Penalty: 1034.343018
	Iteration 0F: 3 clusters Score -5315768 nChanged 42192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5342961.000000 Penalty: 1034.343018
	Iteration 1F: 3 clusters Score -5342961 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -5345409.000000 Penalty: 1034.343018
	Iteration 2F: 3 clusters Score -5345409 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -5349751.000000 Penalty: 1034.343018
	Iteration 3F: 3 clusters Score -5349751 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -5355847.000000 Penalty: 1034.343018
	Iteration 4F: 3 clusters Score -5355847 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -5362299.000000 Penalty: 1034.343018
	Iteration 5F: 3 clusters Score -5362299 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -5366226.500000 Penalty: 1034.343018
	Iteration 6F: 3 clusters Score -5366226 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -5367615.000000 Penalty: 1034.343018
	Iteration 7Q: 3 clusters Score -5367615 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -5367848.500000 Penalty: 1034.343018
	Iteration 8Q: 3 clusters Score -5367848 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -5367830.000000 Penalty: 1034.343018
	Iteration 9Q: 3 clusters Score -5367830 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -5367691.000000 Penalty: 1034.343018
	Iteration 10Q: 3 clusters Score -5367691 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -5367598.500000 Penalty: 1034.343018
	Iteration 11Q: 3 clusters Score -5367598 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -5367592.000000 Penalty: 1034.343018
	Iteration 12Q: 3 clusters Score -5367592 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -5367588.500000 Penalty: 1034.343018
	Iteration 13Q: 3 clusters Score -5367588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -5367569.000000 Penalty: 1034.343018
	Iteration 14Q: 3 clusters Score -5367569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -5367548.000000 Penalty: 1034.343018
	Iteration 15Q: 3 clusters Score -5367548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -5367523.000000 Penalty: 1034.343018
	Iteration 16Q: 3 clusters Score -5367523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -5367528.500000 Penalty: 1034.343018
	Iteration 17Q: 3 clusters Score -5367528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -5367549.000000 Penalty: 1034.343018
	Iteration 18Q: 3 clusters Score -5367549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -5367564.500000 Penalty: 1034.343018
	Iteration 19Q: 3 clusters Score -5367564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -5367567.500000 Penalty: 1034.343018
	Iteration 20F: 3 clusters Score -5367568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -5367577.000000 Penalty: 1034.343018
	Iteration 21Q: 3 clusters Score -5367577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -5367576.000000 Penalty: 1034.343018
	Iteration 22Q: 3 clusters Score -5367576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -5367593.500000 Penalty: 1034.343018
	Iteration 23Q: 3 clusters Score -5367594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -5367597.500000 Penalty: 1034.343018
	Iteration 24Q: 3 clusters Score -5367598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -5367609.500000 Penalty: 1034.343018
	Iteration 25Q: 3 clusters Score -5367610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -5367599.000000 Penalty: 1034.343018
	Iteration 26Q: 3 clusters Score -5367599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -5367605.000000 Penalty: 1034.343018
	Iteration 27Q: 3 clusters Score -5367605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -5367607.500000 Penalty: 1034.343018
	Iteration 28Q: 3 clusters Score -5367608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -5367611.000000 Penalty: 1034.343018
	Iteration 29Q: 3 clusters Score -5367611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -5367605.500000 Penalty: 1034.343018
	Iteration 30Q: 3 clusters Score -5367606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -5367605.500000 Penalty: 1034.343018
	Iteration 31F: 3 clusters Score -5367606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Entering Unmasked Estep 
Score: -2837321.750000 Penalty: 485.325195
	Iteration 0F: 2 clusters Score -2837322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2809480.250000 Penalty: 970.650391
	Iteration 0F: 3 clusters Score -2809480 nChanged 20638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2821814.250000 Penalty: 970.650391
	Iteration 1F: 3 clusters Score -2821814 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2822662.500000 Penalty: 970.650391
	Iteration 2Q: 3 clusters Score -2822662 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2823868.250000 Penalty: 970.650391
	Iteration 3F: 3 clusters Score -2823868 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2825441.000000 Penalty: 970.650391
	Iteration 4F: 3 clusters Score -2825441 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2827348.000000 Penalty: 970.650391
	Iteration 5F: 3 clusters Score -2827348 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -2829473.750000 Penalty: 970.650391
	Iteration 6F: 3 clusters Score -2829474 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -2831539.000000 Penalty: 970.650391
	Iteration 7F: 3 clusters Score -2831539 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2833310.750000 Penalty: 970.650391
	Iteration 8F: 3 clusters Score -2833311 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -2834602.500000 Penalty: 970.650391
	Iteration 9Q: 3 clusters Score -2834602 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -2835319.250000 Penalty: 970.650391
	Iteration 10Q: 3 clusters Score -2835319 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -2835617.750000 Penalty: 970.650391
	Iteration 11Q: 3 clusters Score -2835618 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -2835929.000000 Penalty: 970.650391
	Iteration 12Q: 3 clusters Score -2835929 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -2836212.250000 Penalty: 970.650391
	Iteration 13Q: 3 clusters Score -2836212 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -2836342.000000 Penalty: 970.650391
	Iteration 14Q: 3 clusters Score -2836342 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -2836449.750000 Penalty: 970.650391
	Iteration 15Q: 3 clusters Score -2836450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -2836534.750000 Penalty: 970.650391
	Iteration 16Q: 3 clusters Score -2836535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -2836611.000000 Penalty: 970.650391
	Iteration 17Q: 3 clusters Score -2836611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -2836675.500000 Penalty: 970.650391
	Iteration 18Q: 3 clusters Score -2836676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -2836724.000000 Penalty: 970.650391
	Iteration 19Q: 3 clusters Score -2836724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -2836742.250000 Penalty: 970.650391
	Iteration 20F: 3 clusters Score -2836742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -2836752.250000 Penalty: 970.650391
	Iteration 21Q: 3 clusters Score -2836752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -2836761.750000 Penalty: 970.650391
	Iteration 22Q: 3 clusters Score -2836762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -2836770.500000 Penalty: 970.650391
	Iteration 23Q: 3 clusters Score -2836770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -2836781.500000 Penalty: 970.650391
	Iteration 24Q: 3 clusters Score -2836782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -2836780.750000 Penalty: 970.650391
	Iteration 25Q: 3 clusters Score -2836781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -2836791.500000 Penalty: 970.650391
	Iteration 26Q: 3 clusters Score -2836792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -2836802.500000 Penalty: 970.650391
	Iteration 27Q: 3 clusters Score -2836802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -2836806.750000 Penalty: 970.650391
	Iteration 28Q: 3 clusters Score -2836807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -2836806.250000 Penalty: 970.650391
	Iteration 29Q: 3 clusters Score -2836806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -2836810.500000 Penalty: 970.650391
	Iteration 30Q: 3 clusters Score -2836810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -2836810.750000 Penalty: 970.650391
	Iteration 31Q: 3 clusters Score -2836811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -2836813.750000 Penalty: 970.650391
	Iteration 32Q: 3 clusters Score -2836814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -2836818.750000 Penalty: 970.650391
	Iteration 33Q: 3 clusters Score -2836819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -2836818.250000 Penalty: 970.650391
	Iteration 34Q: 3 clusters Score -2836818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -2836818.500000 Penalty: 970.650391
	Iteration 35Q: 3 clusters Score -2836818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -2836821.250000 Penalty: 970.650391
	Iteration 36Q: 3 clusters Score -2836821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -2836822.250000 Penalty: 970.650391
	Iteration 37Q: 3 clusters Score -2836822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -2836827.750000 Penalty: 970.650391
	Iteration 38Q: 3 clusters Score -2836828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -2836837.000000 Penalty: 970.650391
	Iteration 39Q: 3 clusters Score -2836837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -2836840.250000 Penalty: 970.650391
	Iteration 40F: 3 clusters Score -2836840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -2836848.500000 Penalty: 970.650391
	Iteration 41Q: 3 clusters Score -2836848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -2836851.500000 Penalty: 970.650391
	Iteration 42Q: 3 clusters Score -2836852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -2836855.750000 Penalty: 970.650391
	Iteration 43Q: 3 clusters Score -2836856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -2836868.250000 Penalty: 970.650391
	Iteration 44Q: 3 clusters Score -2836868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -2836871.500000 Penalty: 970.650391
	Iteration 45Q: 3 clusters Score -2836872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -2836877.500000 Penalty: 970.650391
	Iteration 46Q: 3 clusters Score -2836878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -2836888.250000 Penalty: 970.650391
	Iteration 47Q: 3 clusters Score -2836888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -2836897.250000 Penalty: 970.650391
	Iteration 48Q: 3 clusters Score -2836897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -2836894.500000 Penalty: 970.650391
	Iteration 49Q: 3 clusters Score -2836894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -2836895.250000 Penalty: 970.650391
	Iteration 50Q: 3 clusters Score -2836895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -2836896.000000 Penalty: 970.650391
	Iteration 51Q: 3 clusters Score -2836896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -2836898.250000 Penalty: 970.650391
	Iteration 52Q: 3 clusters Score -2836898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -2836902.000000 Penalty: 970.650391
	Iteration 53Q: 3 clusters Score -2836902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -2836903.500000 Penalty: 970.650391
	Iteration 54Q: 3 clusters Score -2836904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -2836902.750000 Penalty: 970.650391
	Iteration 55Q: 3 clusters Score -2836903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -2836904.250000 Penalty: 970.650391
	Iteration 56Q: 3 clusters Score -2836904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -2836905.000000 Penalty: 970.650391
	Iteration 57Q: 3 clusters Score -2836905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -2836905.750000 Penalty: 970.650391
	Iteration 58Q: 3 clusters Score -2836906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -2836905.750000 Penalty: 970.650391
	Iteration 59F: 3 clusters Score -2836906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Entering Unmasked Estep 
Score: -2760019.500000 Penalty: 484.653015
	Iteration 0F: 2 clusters Score -2760020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2732437.750000 Penalty: 969.306030
	Iteration 0F: 3 clusters Score -2732438 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2744522.000000 Penalty: 969.306030
	Iteration 1F: 3 clusters Score -2744522 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2745187.000000 Penalty: 969.306030
	Iteration 2Q: 3 clusters Score -2745187 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2746158.250000 Penalty: 969.306030
	Iteration 3F: 3 clusters Score -2746158 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2747759.000000 Penalty: 969.306030
	Iteration 4F: 3 clusters Score -2747759 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2750133.500000 Penalty: 969.306030
	Iteration 5F: 3 clusters Score -2750134 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2752923.250000 Penalty: 969.306030
	Iteration 6F: 3 clusters Score -2752923 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2755297.500000 Penalty: 969.306030
	Iteration 7F: 3 clusters Score -2755298 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2757065.250000 Penalty: 969.306030
	Iteration 8Q: 3 clusters Score -2757065 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2758038.000000 Penalty: 969.306030
	Iteration 9Q: 3 clusters Score -2758038 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2758473.750000 Penalty: 969.306030
	Iteration 10Q: 3 clusters Score -2758474 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2758643.500000 Penalty: 969.306030
	Iteration 11Q: 3 clusters Score -2758644 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2758737.500000 Penalty: 969.306030
	Iteration 12Q: 3 clusters Score -2758738 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2758803.500000 Penalty: 969.306030
	Iteration 13Q: 3 clusters Score -2758804 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2758860.750000 Penalty: 969.306030
	Iteration 14Q: 3 clusters Score -2758861 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2758900.750000 Penalty: 969.306030
	Iteration 15Q: 3 clusters Score -2758901 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2758908.250000 Penalty: 969.306030
	Iteration 16Q: 3 clusters Score -2758908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2758913.000000 Penalty: 969.306030
	Iteration 17Q: 3 clusters Score -2758913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2758904.500000 Penalty: 969.306030
	Iteration 18Q: 3 clusters Score -2758904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2758895.750000 Penalty: 969.306030
	Iteration 19Q: 3 clusters Score -2758896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2758885.500000 Penalty: 969.306030
	Iteration 20F: 3 clusters Score -2758886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2758873.500000 Penalty: 969.306030
	Iteration 21Q: 3 clusters Score -2758874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2758853.750000 Penalty: 969.306030
	Iteration 22Q: 3 clusters Score -2758854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2758853.500000 Penalty: 969.306030
	Iteration 23Q: 3 clusters Score -2758854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2758845.500000 Penalty: 969.306030
	Iteration 24Q: 3 clusters Score -2758846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2758844.750000 Penalty: 969.306030
	Iteration 25Q: 3 clusters Score -2758845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2758841.750000 Penalty: 969.306030
	Iteration 26Q: 3 clusters Score -2758842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2758831.250000 Penalty: 969.306030
	Iteration 27Q: 3 clusters Score -2758831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2758825.750000 Penalty: 969.306030
	Iteration 28Q: 3 clusters Score -2758826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2758809.250000 Penalty: 969.306030
	Iteration 29Q: 3 clusters Score -2758809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2758797.750000 Penalty: 969.306030
	Iteration 30Q: 3 clusters Score -2758798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2758773.500000 Penalty: 969.306030
	Iteration 31Q: 3 clusters Score -2758774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2758759.000000 Penalty: 969.306030
	Iteration 32Q: 3 clusters Score -2758759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2758741.750000 Penalty: 969.306030
	Iteration 33Q: 3 clusters Score -2758742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2758722.250000 Penalty: 969.306030
	Iteration 34Q: 3 clusters Score -2758722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2758703.250000 Penalty: 969.306030
	Iteration 35Q: 3 clusters Score -2758703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2758689.750000 Penalty: 969.306030
	Iteration 36Q: 3 clusters Score -2758690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2758674.250000 Penalty: 969.306030
	Iteration 37Q: 3 clusters Score -2758674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2758657.000000 Penalty: 969.306030
	Iteration 38Q: 3 clusters Score -2758657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2758644.000000 Penalty: 969.306030
	Iteration 39Q: 3 clusters Score -2758644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2758627.750000 Penalty: 969.306030
	Iteration 40F: 3 clusters Score -2758628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2758619.000000 Penalty: 969.306030
	Iteration 41Q: 3 clusters Score -2758619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2758605.250000 Penalty: 969.306030
	Iteration 42Q: 3 clusters Score -2758605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2758596.750000 Penalty: 969.306030
	Iteration 43Q: 3 clusters Score -2758597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2758586.250000 Penalty: 969.306030
	Iteration 44Q: 3 clusters Score -2758586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2758575.750000 Penalty: 969.306030
	Iteration 45Q: 3 clusters Score -2758576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2758556.250000 Penalty: 969.306030
	Iteration 46Q: 3 clusters Score -2758556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2758536.500000 Penalty: 969.306030
	Iteration 47Q: 3 clusters Score -2758536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2758512.500000 Penalty: 969.306030
	Iteration 48Q: 3 clusters Score -2758512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2758500.750000 Penalty: 969.306030
	Iteration 49Q: 3 clusters Score -2758501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2758496.500000 Penalty: 969.306030
	Iteration 50Q: 3 clusters Score -2758496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2758476.000000 Penalty: 969.306030
	Iteration 51Q: 3 clusters Score -2758476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2758468.000000 Penalty: 969.306030
	Iteration 52Q: 3 clusters Score -2758468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2758450.750000 Penalty: 969.306030
	Iteration 53Q: 3 clusters Score -2758451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2758442.500000 Penalty: 969.306030
	Iteration 54Q: 3 clusters Score -2758442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2758433.250000 Penalty: 969.306030
	Iteration 55Q: 3 clusters Score -2758433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2758426.750000 Penalty: 969.306030
	Iteration 56Q: 3 clusters Score -2758427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2758419.750000 Penalty: 969.306030
	Iteration 57Q: 3 clusters Score -2758420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2758410.000000 Penalty: 969.306030
	Iteration 58Q: 3 clusters Score -2758410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2758409.500000 Penalty: 969.306030
	Iteration 59Q: 3 clusters Score -2758410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2758401.250000 Penalty: 969.306030
	Iteration 60F: 3 clusters Score -2758401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2758394.500000 Penalty: 969.306030
	Iteration 61Q: 3 clusters Score -2758394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2758388.000000 Penalty: 969.306030
	Iteration 62Q: 3 clusters Score -2758388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2758388.250000 Penalty: 969.306030
	Iteration 63Q: 3 clusters Score -2758388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2758381.250000 Penalty: 969.306030
	Iteration 64Q: 3 clusters Score -2758381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2758382.250000 Penalty: 969.306030
	Iteration 65Q: 3 clusters Score -2758382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2758385.250000 Penalty: 969.306030
	Iteration 66Q: 3 clusters Score -2758385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2758385.750000 Penalty: 969.306030
	Iteration 67Q: 3 clusters Score -2758386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2758386.500000 Penalty: 969.306030
	Iteration 68Q: 3 clusters Score -2758386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2758383.500000 Penalty: 969.306030
	Iteration 69Q: 3 clusters Score -2758384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2758379.500000 Penalty: 969.306030
	Iteration 70Q: 3 clusters Score -2758380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2758375.750000 Penalty: 969.306030
	Iteration 71Q: 3 clusters Score -2758376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2758371.000000 Penalty: 969.306030
	Iteration 72Q: 3 clusters Score -2758371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2758368.500000 Penalty: 969.306030
	Iteration 73Q: 3 clusters Score -2758368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2758370.750000 Penalty: 969.306030
	Iteration 74Q: 3 clusters Score -2758371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2758369.750000 Penalty: 969.306030
	Iteration 75Q: 3 clusters Score -2758370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2758370.250000 Penalty: 969.306030
	Iteration 76Q: 3 clusters Score -2758370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2758370.250000 Penalty: 969.306030
	Iteration 77Q: 3 clusters Score -2758370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2758362.750000 Penalty: 969.306030
	Iteration 78Q: 3 clusters Score -2758363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2758360.000000 Penalty: 969.306030
	Iteration 79Q: 3 clusters Score -2758360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2758360.000000 Penalty: 969.306030
	Iteration 80F: 3 clusters Score -2758360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Entering Unmasked Estep 
Score: -1491487.750000 Penalty: 460.311768
	Iteration 0F: 2 clusters Score -1491488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1475186.750000 Penalty: 920.623535
	Iteration 0F: 3 clusters Score -1475187 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1482097.000000 Penalty: 920.623535
	Iteration 1F: 3 clusters Score -1482097 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1482775.000000 Penalty: 920.623535
	Iteration 2F: 3 clusters Score -1482775 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1483833.875000 Penalty: 920.623535
	Iteration 3F: 3 clusters Score -1483834 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1485268.000000 Penalty: 920.623535
	Iteration 4F: 3 clusters Score -1485268 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1486816.625000 Penalty: 920.623535
	Iteration 5F: 3 clusters Score -1486817 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1488032.000000 Penalty: 920.623535
	Iteration 6F: 3 clusters Score -1488032 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1488826.125000 Penalty: 920.623535
	Iteration 7Q: 3 clusters Score -1488826 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1489374.000000 Penalty: 920.623535
	Iteration 8Q: 3 clusters Score -1489374 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1489807.125000 Penalty: 920.623535
	Iteration 9Q: 3 clusters Score -1489807 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1490130.625000 Penalty: 920.623535
	Iteration 10Q: 3 clusters Score -1490131 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1490375.250000 Penalty: 920.623535
	Iteration 11Q: 3 clusters Score -1490375 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1490576.875000 Penalty: 920.623535
	Iteration 12Q: 3 clusters Score -1490577 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1490704.625000 Penalty: 920.623535
	Iteration 13Q: 3 clusters Score -1490705 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1490804.125000 Penalty: 920.623535
	Iteration 14Q: 3 clusters Score -1490804 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1490879.500000 Penalty: 920.623535
	Iteration 15Q: 3 clusters Score -1490880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1490941.625000 Penalty: 920.623535
	Iteration 16Q: 3 clusters Score -1490942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1490976.875000 Penalty: 920.623535
	Iteration 17Q: 3 clusters Score -1490977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1491000.375000 Penalty: 920.623535
	Iteration 18Q: 3 clusters Score -1491000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1491014.500000 Penalty: 920.623535
	Iteration 19Q: 3 clusters Score -1491014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1491024.625000 Penalty: 920.623535
	Iteration 20F: 3 clusters Score -1491025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1491035.125000 Penalty: 920.623535
	Iteration 21Q: 3 clusters Score -1491035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1491044.500000 Penalty: 920.623535
	Iteration 22Q: 3 clusters Score -1491044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1491052.625000 Penalty: 920.623535
	Iteration 23Q: 3 clusters Score -1491053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1491057.750000 Penalty: 920.623535
	Iteration 24Q: 3 clusters Score -1491058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1491061.750000 Penalty: 920.623535
	Iteration 25Q: 3 clusters Score -1491062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1491066.500000 Penalty: 920.623535
	Iteration 26Q: 3 clusters Score -1491066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1491070.500000 Penalty: 920.623535
	Iteration 27Q: 3 clusters Score -1491070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1491071.250000 Penalty: 920.623535
	Iteration 28Q: 3 clusters Score -1491071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1491072.375000 Penalty: 920.623535
	Iteration 29Q: 3 clusters Score -1491072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1491073.625000 Penalty: 920.623535
	Iteration 30Q: 3 clusters Score -1491074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1491076.375000 Penalty: 920.623535
	Iteration 31Q: 3 clusters Score -1491076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1491076.750000 Penalty: 920.623535
	Iteration 32Q: 3 clusters Score -1491077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1491080.125000 Penalty: 920.623535
	Iteration 33Q: 3 clusters Score -1491080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1491081.625000 Penalty: 920.623535
	Iteration 34Q: 3 clusters Score -1491082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1491083.375000 Penalty: 920.623535
	Iteration 35Q: 3 clusters Score -1491083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1491082.875000 Penalty: 920.623535
	Iteration 36Q: 3 clusters Score -1491083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1491083.500000 Penalty: 920.623535
	Iteration 37Q: 3 clusters Score -1491084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1491087.750000 Penalty: 920.623535
	Iteration 38Q: 3 clusters Score -1491088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1491090.125000 Penalty: 920.623535
	Iteration 39Q: 3 clusters Score -1491090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1491094.875000 Penalty: 920.623535
	Iteration 40F: 3 clusters Score -1491095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1491097.500000 Penalty: 920.623535
	Iteration 41Q: 3 clusters Score -1491098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1491100.125000 Penalty: 920.623535
	Iteration 42Q: 3 clusters Score -1491100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1491103.125000 Penalty: 920.623535
	Iteration 43Q: 3 clusters Score -1491103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1491102.875000 Penalty: 920.623535
	Iteration 44Q: 3 clusters Score -1491103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1491104.500000 Penalty: 920.623535
	Iteration 45Q: 3 clusters Score -1491104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1491104.500000 Penalty: 920.623535
	Iteration 46F: 3 clusters Score -1491104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -214912.625000 Penalty: 374.937531
	Iteration 0F: 2 clusters Score -214912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -212321.062500 Penalty: 749.875061
	Iteration 0F: 3 clusters Score -212321.1 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -213342.546875 Penalty: 749.875061
	Iteration 1F: 3 clusters Score -213342.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -213504.000000 Penalty: 749.875061
	Iteration 2F: 3 clusters Score -213504 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -213643.312500 Penalty: 749.875061
	Iteration 3F: 3 clusters Score -213643.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213774.031250 Penalty: 749.875061
	Iteration 4F: 3 clusters Score -213774 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -213904.500000 Penalty: 749.875061
	Iteration 5Q: 3 clusters Score -213904.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -214052.437500 Penalty: 749.875061
	Iteration 6Q: 3 clusters Score -214052.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -214186.171875 Penalty: 749.875061
	Iteration 7Q: 3 clusters Score -214186.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -214290.750000 Penalty: 749.875061
	Iteration 8Q: 3 clusters Score -214290.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -214360.468750 Penalty: 749.875061
	Iteration 9Q: 3 clusters Score -214360.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -214418.093750 Penalty: 749.875061
	Iteration 10Q: 3 clusters Score -214418.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -214453.640625 Penalty: 749.875061
	Iteration 11Q: 3 clusters Score -214453.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -214478.968750 Penalty: 749.875061
	Iteration 12Q: 3 clusters Score -214479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -214498.000000 Penalty: 749.875061
	Iteration 13Q: 3 clusters Score -214498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -214509.281250 Penalty: 749.875061
	Iteration 14Q: 3 clusters Score -214509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -214521.875000 Penalty: 749.875061
	Iteration 15Q: 3 clusters Score -214521.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -214531.156250 Penalty: 749.875061
	Iteration 16Q: 3 clusters Score -214531.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -214535.625000 Penalty: 749.875061
	Iteration 17Q: 3 clusters Score -214535.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -214540.703125 Penalty: 749.875061
	Iteration 18Q: 3 clusters Score -214540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -214544.328125 Penalty: 749.875061
	Iteration 19Q: 3 clusters Score -214544.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -214545.890625 Penalty: 749.875061
	Iteration 20F: 3 clusters Score -214545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -214548.468750 Penalty: 749.875061
	Iteration 21Q: 3 clusters Score -214548.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -214550.671875 Penalty: 749.875061
	Iteration 22Q: 3 clusters Score -214550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -214553.468750 Penalty: 749.875061
	Iteration 23Q: 3 clusters Score -214553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -214555.421875 Penalty: 749.875061
	Iteration 24Q: 3 clusters Score -214555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -214557.234375 Penalty: 749.875061
	Iteration 25Q: 3 clusters Score -214557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -214560.437500 Penalty: 749.875061
	Iteration 26Q: 3 clusters Score -214560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -214563.546875 Penalty: 749.875061
	Iteration 27Q: 3 clusters Score -214563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -214566.062500 Penalty: 749.875061
	Iteration 28Q: 3 clusters Score -214566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -214568.203125 Penalty: 749.875061
	Iteration 29Q: 3 clusters Score -214568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -214569.984375 Penalty: 749.875061
	Iteration 30Q: 3 clusters Score -214570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -214572.500000 Penalty: 749.875061
	Iteration 31Q: 3 clusters Score -214572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -214574.687500 Penalty: 749.875061
	Iteration 32Q: 3 clusters Score -214574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -214576.750000 Penalty: 749.875061
	Iteration 33Q: 3 clusters Score -214576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -214578.968750 Penalty: 749.875061
	Iteration 34Q: 3 clusters Score -214579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -214580.406250 Penalty: 749.875061
	Iteration 35Q: 3 clusters Score -214580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -214581.328125 Penalty: 749.875061
	Iteration 36Q: 3 clusters Score -214581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -214581.218750 Penalty: 749.875061
	Iteration 37Q: 3 clusters Score -214581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -214581.218750 Penalty: 749.875061
	Iteration 38F: 3 clusters Score -214581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -135094.750000 Penalty: 350.691803
	Iteration 0F: 2 clusters Score -135094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -133522.109375 Penalty: 701.383606
	Iteration 0F: 3 clusters Score -133522.1 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -134035.421875 Penalty: 701.383606
	Iteration 1F: 3 clusters Score -134035.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -134100.250000 Penalty: 701.383606
	Iteration 2F: 3 clusters Score -134100.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -134152.812500 Penalty: 701.383606
	Iteration 3F: 3 clusters Score -134152.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -134196.421875 Penalty: 701.383606
	Iteration 4Q: 3 clusters Score -134196.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -134247.500000 Penalty: 701.383606
	Iteration 5Q: 3 clusters Score -134247.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -134285.984375 Penalty: 701.383606
	Iteration 6Q: 3 clusters Score -134286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -134312.312500 Penalty: 701.383606
	Iteration 7Q: 3 clusters Score -134312.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -134337.515625 Penalty: 701.383606
	Iteration 8Q: 3 clusters Score -134337.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -134362.546875 Penalty: 701.383606
	Iteration 9Q: 3 clusters Score -134362.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134394.171875 Penalty: 701.383606
	Iteration 10Q: 3 clusters Score -134394.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -134439.187500 Penalty: 701.383606
	Iteration 11Q: 3 clusters Score -134439.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134464.125000 Penalty: 701.383606
	Iteration 12Q: 3 clusters Score -134464.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134479.078125 Penalty: 701.383606
	Iteration 13Q: 3 clusters Score -134479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -134487.187500 Penalty: 701.383606
	Iteration 14Q: 3 clusters Score -134487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -134493.906250 Penalty: 701.383606
	Iteration 15Q: 3 clusters Score -134493.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134500.593750 Penalty: 701.383606
	Iteration 16Q: 3 clusters Score -134500.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134511.875000 Penalty: 701.383606
	Iteration 17Q: 3 clusters Score -134511.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134522.859375 Penalty: 701.383606
	Iteration 18Q: 3 clusters Score -134522.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134532.359375 Penalty: 701.383606
	Iteration 19Q: 3 clusters Score -134532.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134537.562500 Penalty: 701.383606
	Iteration 20F: 3 clusters Score -134537.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -134542.843750 Penalty: 701.383606
	Iteration 21Q: 3 clusters Score -134542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134545.468750 Penalty: 701.383606
	Iteration 22Q: 3 clusters Score -134545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134546.468750 Penalty: 701.383606
	Iteration 23Q: 3 clusters Score -134546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134547.765625 Penalty: 701.383606
	Iteration 24Q: 3 clusters Score -134547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134548.734375 Penalty: 701.383606
	Iteration 25Q: 3 clusters Score -134548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134550.171875 Penalty: 701.383606
	Iteration 26Q: 3 clusters Score -134550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134550.562500 Penalty: 701.383606
	Iteration 27Q: 3 clusters Score -134550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134551.578125 Penalty: 701.383606
	Iteration 28Q: 3 clusters Score -134551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134552.828125 Penalty: 701.383606
	Iteration 29Q: 3 clusters Score -134552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134555.765625 Penalty: 701.383606
	Iteration 30Q: 3 clusters Score -134555.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134559.187500 Penalty: 701.383606
	Iteration 31Q: 3 clusters Score -134559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134560.984375 Penalty: 701.383606
	Iteration 32Q: 3 clusters Score -134561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134561.250000 Penalty: 701.383606
	Iteration 33Q: 3 clusters Score -134561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134561.250000 Penalty: 701.383606
	Iteration 34F: 3 clusters Score -134561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -106740.421875 Penalty: 337.745178
	Iteration 0F: 2 clusters Score -106740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -105488.289062 Penalty: 675.490356
	Iteration 0F: 3 clusters Score -105488.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105876.140625 Penalty: 675.490356
	Iteration 1F: 3 clusters Score -105876.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -105962.515625 Penalty: 675.490356
	Iteration 2F: 3 clusters Score -105962.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -106064.695312 Penalty: 675.490356
	Iteration 3F: 3 clusters Score -106064.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106209.367188 Penalty: 675.490356
	Iteration 4F: 3 clusters Score -106209.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106326.226562 Penalty: 675.490356
	Iteration 5F: 3 clusters Score -106326.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106408.460938 Penalty: 675.490356
	Iteration 6F: 3 clusters Score -106408.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -106466.851562 Penalty: 675.490356
	Iteration 7Q: 3 clusters Score -106466.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -106494.468750 Penalty: 675.490356
	Iteration 8Q: 3 clusters Score -106494.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106506.257812 Penalty: 675.490356
	Iteration 9Q: 3 clusters Score -106506.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106517.640625 Penalty: 675.490356
	Iteration 10Q: 3 clusters Score -106517.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -106530.187500 Penalty: 675.490356
	Iteration 11Q: 3 clusters Score -106530.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106541.140625 Penalty: 675.490356
	Iteration 12Q: 3 clusters Score -106541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106554.156250 Penalty: 675.490356
	Iteration 13Q: 3 clusters Score -106554.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106566.960938 Penalty: 675.490356
	Iteration 14Q: 3 clusters Score -106567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106574.382812 Penalty: 675.490356
	Iteration 15Q: 3 clusters Score -106574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106579.703125 Penalty: 675.490356
	Iteration 16Q: 3 clusters Score -106579.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106585.632812 Penalty: 675.490356
	Iteration 17Q: 3 clusters Score -106585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -106587.695312 Penalty: 675.490356
	Iteration 18Q: 3 clusters Score -106587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106589.054688 Penalty: 675.490356
	Iteration 19Q: 3 clusters Score -106589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106590.015625 Penalty: 675.490356
	Iteration 20F: 3 clusters Score -106590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106591.531250 Penalty: 675.490356
	Iteration 21Q: 3 clusters Score -106591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -106592.085938 Penalty: 675.490356
	Iteration 22Q: 3 clusters Score -106592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106592.054688 Penalty: 675.490356
	Iteration 23Q: 3 clusters Score -106592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106592.054688 Penalty: 675.490356
	Iteration 24F: 3 clusters Score -106592.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -25172.718750 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -25172.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24733.406250 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -24733.41 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24901.589844 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -24901.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24959.964844 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -24959.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24977.218750 Penalty: 557.545105
	Iteration 3Q: 3 clusters Score -24977.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24996.074219 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -24996.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25001.230469 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -25001.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25010.148438 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -25010.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25016.943359 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -25016.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25026.103516 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -25026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25030.492188 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -25030.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -25032.388672 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -25032.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25033.207031 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -25033.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25033.207031 Penalty: 557.545105
	Iteration 12F: 3 clusters Score -25033.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -60657.644531 Penalty: 316.652649
	Iteration 0F: 2 clusters Score -60657.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -59798.613281 Penalty: 633.305298
	Iteration 0F: 3 clusters Score -59798.61 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60032.527344 Penalty: 633.305298
	Iteration 1F: 3 clusters Score -60032.53 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60110.160156 Penalty: 633.305298
	Iteration 2F: 3 clusters Score -60110.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60155.507812 Penalty: 633.305298
	Iteration 3F: 3 clusters Score -60155.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -60187.140625 Penalty: 633.305298
	Iteration 4F: 3 clusters Score -60187.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60220.582031 Penalty: 633.305298
	Iteration 5Q: 3 clusters Score -60220.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -60258.378906 Penalty: 633.305298
	Iteration 6Q: 3 clusters Score -60258.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -60288.316406 Penalty: 633.305298
	Iteration 7Q: 3 clusters Score -60288.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -60313.746094 Penalty: 633.305298
	Iteration 8Q: 3 clusters Score -60313.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -60347.492188 Penalty: 633.305298
	Iteration 9Q: 3 clusters Score -60347.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -60379.085938 Penalty: 633.305298
	Iteration 10Q: 3 clusters Score -60379.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -60399.625000 Penalty: 633.305298
	Iteration 11Q: 3 clusters Score -60399.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -60414.738281 Penalty: 633.305298
	Iteration 12Q: 3 clusters Score -60414.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60429.371094 Penalty: 633.305298
	Iteration 13Q: 3 clusters Score -60429.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -60436.363281 Penalty: 633.305298
	Iteration 14Q: 3 clusters Score -60436.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -60439.984375 Penalty: 633.305298
	Iteration 15Q: 3 clusters Score -60439.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -60443.464844 Penalty: 633.305298
	Iteration 16Q: 3 clusters Score -60443.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -60448.160156 Penalty: 633.305298
	Iteration 17Q: 3 clusters Score -60448.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -60449.847656 Penalty: 633.305298
	Iteration 18Q: 3 clusters Score -60449.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -60450.144531 Penalty: 633.305298
	Iteration 19Q: 3 clusters Score -60450.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -60450.613281 Penalty: 633.305298
	Iteration 20F: 3 clusters Score -60450.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -169168.796875 Penalty: 359.529510
	Iteration 0F: 2 clusters Score -169168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -167329.546875 Penalty: 719.059021
	Iteration 0F: 3 clusters Score -167329.5 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -167957.500000 Penalty: 719.059021
	Iteration 1F: 3 clusters Score -167957.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -168021.062500 Penalty: 719.059021
	Iteration 2F: 3 clusters Score -168021.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -168079.812500 Penalty: 719.059021
	Iteration 3Q: 3 clusters Score -168079.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -168142.781250 Penalty: 719.059021
	Iteration 4Q: 3 clusters Score -168142.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -168197.593750 Penalty: 719.059021
	Iteration 5Q: 3 clusters Score -168197.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -168231.468750 Penalty: 719.059021
	Iteration 6Q: 3 clusters Score -168231.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -168262.906250 Penalty: 719.059021
	Iteration 7Q: 3 clusters Score -168262.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -168286.781250 Penalty: 719.059021
	Iteration 8Q: 3 clusters Score -168286.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -168303.093750 Penalty: 719.059021
	Iteration 9Q: 3 clusters Score -168303.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -168318.140625 Penalty: 719.059021
	Iteration 10Q: 3 clusters Score -168318.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -168333.062500 Penalty: 719.059021
	Iteration 11Q: 3 clusters Score -168333.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -168342.953125 Penalty: 719.059021
	Iteration 12Q: 3 clusters Score -168343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -168353.859375 Penalty: 719.059021
	Iteration 13Q: 3 clusters Score -168353.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -168366.578125 Penalty: 719.059021
	Iteration 14Q: 3 clusters Score -168366.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168376.156250 Penalty: 719.059021
	Iteration 15Q: 3 clusters Score -168376.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -168384.328125 Penalty: 719.059021
	Iteration 16Q: 3 clusters Score -168384.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -168396.437500 Penalty: 719.059021
	Iteration 17Q: 3 clusters Score -168396.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -168413.578125 Penalty: 719.059021
	Iteration 18Q: 3 clusters Score -168413.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -168435.531250 Penalty: 719.059021
	Iteration 19Q: 3 clusters Score -168435.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -168456.859375 Penalty: 719.059021
	Iteration 20F: 3 clusters Score -168456.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -168481.234375 Penalty: 719.059021
	Iteration 21Q: 3 clusters Score -168481.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -168498.375000 Penalty: 719.059021
	Iteration 22Q: 3 clusters Score -168498.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -168519.218750 Penalty: 719.059021
	Iteration 23Q: 3 clusters Score -168519.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168534.375000 Penalty: 719.059021
	Iteration 24Q: 3 clusters Score -168534.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168551.125000 Penalty: 719.059021
	Iteration 25Q: 3 clusters Score -168551.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168568.000000 Penalty: 719.059021
	Iteration 26Q: 3 clusters Score -168568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -168581.859375 Penalty: 719.059021
	Iteration 27Q: 3 clusters Score -168581.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -168594.500000 Penalty: 719.059021
	Iteration 28Q: 3 clusters Score -168594.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -168606.234375 Penalty: 719.059021
	Iteration 29Q: 3 clusters Score -168606.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168612.593750 Penalty: 719.059021
	Iteration 30Q: 3 clusters Score -168612.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -168618.328125 Penalty: 719.059021
	Iteration 31Q: 3 clusters Score -168618.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -168623.406250 Penalty: 719.059021
	Iteration 32Q: 3 clusters Score -168623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168629.468750 Penalty: 719.059021
	Iteration 33Q: 3 clusters Score -168629.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -168633.890625 Penalty: 719.059021
	Iteration 34Q: 3 clusters Score -168633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -168637.515625 Penalty: 719.059021
	Iteration 35Q: 3 clusters Score -168637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168641.140625 Penalty: 719.059021
	Iteration 36Q: 3 clusters Score -168641.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -168644.140625 Penalty: 719.059021
	Iteration 37Q: 3 clusters Score -168644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168648.515625 Penalty: 719.059021
	Iteration 38Q: 3 clusters Score -168648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -168651.703125 Penalty: 719.059021
	Iteration 39Q: 3 clusters Score -168651.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -168655.625000 Penalty: 719.059021
	Iteration 40F: 3 clusters Score -168655.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168658.859375 Penalty: 719.059021
	Iteration 41Q: 3 clusters Score -168658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -168660.812500 Penalty: 719.059021
	Iteration 42Q: 3 clusters Score -168660.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -168662.968750 Penalty: 719.059021
	Iteration 43Q: 3 clusters Score -168663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -168665.593750 Penalty: 719.059021
	Iteration 44Q: 3 clusters Score -168665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -168668.984375 Penalty: 719.059021
	Iteration 45Q: 3 clusters Score -168669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -168673.734375 Penalty: 719.059021
	Iteration 46Q: 3 clusters Score -168673.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168682.015625 Penalty: 719.059021
	Iteration 47Q: 3 clusters Score -168682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -168691.875000 Penalty: 719.059021
	Iteration 48Q: 3 clusters Score -168691.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -168700.109375 Penalty: 719.059021
	Iteration 49Q: 3 clusters Score -168700.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -168709.140625 Penalty: 719.059021
	Iteration 50Q: 3 clusters Score -168709.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -168718.484375 Penalty: 719.059021
	Iteration 51Q: 3 clusters Score -168718.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -168728.015625 Penalty: 719.059021
	Iteration 52Q: 3 clusters Score -168728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -168734.562500 Penalty: 719.059021
	Iteration 53Q: 3 clusters Score -168734.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -168740.515625 Penalty: 719.059021
	Iteration 54Q: 3 clusters Score -168740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -168745.421875 Penalty: 719.059021
	Iteration 55Q: 3 clusters Score -168745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -168749.343750 Penalty: 719.059021
	Iteration 56Q: 3 clusters Score -168749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -168752.484375 Penalty: 719.059021
	Iteration 57Q: 3 clusters Score -168752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -168754.546875 Penalty: 719.059021
	Iteration 58Q: 3 clusters Score -168754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -168757.343750 Penalty: 719.059021
	Iteration 59Q: 3 clusters Score -168757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -168761.234375 Penalty: 719.059021
	Iteration 60F: 3 clusters Score -168761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -168764.421875 Penalty: 719.059021
	Iteration 61Q: 3 clusters Score -168764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -168766.937500 Penalty: 719.059021
	Iteration 62Q: 3 clusters Score -168766.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -168771.796875 Penalty: 719.059021
	Iteration 63Q: 3 clusters Score -168771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -168774.031250 Penalty: 719.059021
	Iteration 64Q: 3 clusters Score -168774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -168774.906250 Penalty: 719.059021
	Iteration 65Q: 3 clusters Score -168774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -168775.671875 Penalty: 719.059021
	Iteration 66Q: 3 clusters Score -168775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -168776.781250 Penalty: 719.059021
	Iteration 67Q: 3 clusters Score -168776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -168779.265625 Penalty: 719.059021
	Iteration 68Q: 3 clusters Score -168779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -168781.875000 Penalty: 719.059021
	Iteration 69Q: 3 clusters Score -168781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -168783.921875 Penalty: 719.059021
	Iteration 70Q: 3 clusters Score -168783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -168786.234375 Penalty: 719.059021
	Iteration 71Q: 3 clusters Score -168786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -168787.406250 Penalty: 719.059021
	Iteration 72Q: 3 clusters Score -168787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -168788.078125 Penalty: 719.059021
	Iteration 73Q: 3 clusters Score -168788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -168788.406250 Penalty: 719.059021
	Iteration 74Q: 3 clusters Score -168788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -168788.406250 Penalty: 719.059021
	Iteration 75F: 3 clusters Score -168788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Entering Unmasked Estep 
Score: -2653555.750000 Penalty: 482.512817
	Iteration 0F: 2 clusters Score -2653556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2627425.750000 Penalty: 965.025635
	Iteration 0F: 3 clusters Score -2627426 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2639765.500000 Penalty: 965.025635
	Iteration 1F: 3 clusters Score -2639766 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2641311.250000 Penalty: 965.025635
	Iteration 2F: 3 clusters Score -2641311 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -2643631.750000 Penalty: 965.025635
	Iteration 3F: 3 clusters Score -2643632 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -2646356.000000 Penalty: 965.025635
	Iteration 4F: 3 clusters Score -2646356 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -2648638.250000 Penalty: 965.025635
	Iteration 5F: 3 clusters Score -2648638 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -2650164.750000 Penalty: 965.025635
	Iteration 6Q: 3 clusters Score -2650165 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -2651048.250000 Penalty: 965.025635
	Iteration 7Q: 3 clusters Score -2651048 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -2651533.250000 Penalty: 965.025635
	Iteration 8Q: 3 clusters Score -2651533 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -2651877.000000 Penalty: 965.025635
	Iteration 9Q: 3 clusters Score -2651877 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -2652093.250000 Penalty: 965.025635
	Iteration 10Q: 3 clusters Score -2652093 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -2652261.000000 Penalty: 965.025635
	Iteration 11Q: 3 clusters Score -2652261 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -2652394.250000 Penalty: 965.025635
	Iteration 12Q: 3 clusters Score -2652394 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -2652497.500000 Penalty: 965.025635
	Iteration 13Q: 3 clusters Score -2652498 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -2652601.750000 Penalty: 965.025635
	Iteration 14Q: 3 clusters Score -2652602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -2652664.750000 Penalty: 965.025635
	Iteration 15Q: 3 clusters Score -2652665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -2652724.250000 Penalty: 965.025635
	Iteration 16Q: 3 clusters Score -2652724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -2652763.000000 Penalty: 965.025635
	Iteration 17Q: 3 clusters Score -2652763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -2652789.500000 Penalty: 965.025635
	Iteration 18Q: 3 clusters Score -2652790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -2652834.000000 Penalty: 965.025635
	Iteration 19Q: 3 clusters Score -2652834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -2652878.500000 Penalty: 965.025635
	Iteration 20F: 3 clusters Score -2652878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -2652913.250000 Penalty: 965.025635
	Iteration 21Q: 3 clusters Score -2652913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -2652956.250000 Penalty: 965.025635
	Iteration 22Q: 3 clusters Score -2652956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -2652981.750000 Penalty: 965.025635
	Iteration 23Q: 3 clusters Score -2652982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -2653011.000000 Penalty: 965.025635
	Iteration 24Q: 3 clusters Score -2653011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -2653028.500000 Penalty: 965.025635
	Iteration 25Q: 3 clusters Score -2653028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -2653049.750000 Penalty: 965.025635
	Iteration 26Q: 3 clusters Score -2653050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -2653063.750000 Penalty: 965.025635
	Iteration 27Q: 3 clusters Score -2653064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -2653071.500000 Penalty: 965.025635
	Iteration 28Q: 3 clusters Score -2653072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -2653072.500000 Penalty: 965.025635
	Iteration 29Q: 3 clusters Score -2653072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -2653074.750000 Penalty: 965.025635
	Iteration 30Q: 3 clusters Score -2653075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -2653081.750000 Penalty: 965.025635
	Iteration 31Q: 3 clusters Score -2653082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -2653090.250000 Penalty: 965.025635
	Iteration 32Q: 3 clusters Score -2653090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -2653096.250000 Penalty: 965.025635
	Iteration 33Q: 3 clusters Score -2653096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -2653100.250000 Penalty: 965.025635
	Iteration 34Q: 3 clusters Score -2653100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -2653108.250000 Penalty: 965.025635
	Iteration 35Q: 3 clusters Score -2653108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -2653114.000000 Penalty: 965.025635
	Iteration 36Q: 3 clusters Score -2653114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -2653117.500000 Penalty: 965.025635
	Iteration 37Q: 3 clusters Score -2653118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -2653122.250000 Penalty: 965.025635
	Iteration 38Q: 3 clusters Score -2653122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -2653124.000000 Penalty: 965.025635
	Iteration 39Q: 3 clusters Score -2653124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -2653123.500000 Penalty: 965.025635
	Iteration 40F: 3 clusters Score -2653124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -2653124.000000 Penalty: 965.025635
	Iteration 41Q: 3 clusters Score -2653124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -2653125.500000 Penalty: 965.025635
	Iteration 42Q: 3 clusters Score -2653126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -2653126.500000 Penalty: 965.025635
	Iteration 43Q: 3 clusters Score -2653126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -2653128.750000 Penalty: 965.025635
	Iteration 44Q: 3 clusters Score -2653129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -2653134.000000 Penalty: 965.025635
	Iteration 45Q: 3 clusters Score -2653134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -2653135.750000 Penalty: 965.025635
	Iteration 46Q: 3 clusters Score -2653136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -2653135.750000 Penalty: 965.025635
	Iteration 47F: 3 clusters Score -2653136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -262115.390625 Penalty: 378.391663
	Iteration 0F: 2 clusters Score -262115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -259350.562500 Penalty: 756.783325
	Iteration 0F: 3 clusters Score -259350.6 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -260318.750000 Penalty: 756.783325
	Iteration 1F: 3 clusters Score -260318.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -260480.296875 Penalty: 756.783325
	Iteration 2F: 3 clusters Score -260480.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -260642.468750 Penalty: 756.783325
	Iteration 3F: 3 clusters Score -260642.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -260803.796875 Penalty: 756.783325
	Iteration 4F: 3 clusters Score -260803.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260970.484375 Penalty: 756.783325
	Iteration 5F: 3 clusters Score -260970.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -261142.046875 Penalty: 756.783325
	Iteration 6F: 3 clusters Score -261142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -261289.921875 Penalty: 756.783325
	Iteration 7Q: 3 clusters Score -261289.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261405.078125 Penalty: 756.783325
	Iteration 8Q: 3 clusters Score -261405.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -261505.046875 Penalty: 756.783325
	Iteration 9Q: 3 clusters Score -261505 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -261574.453125 Penalty: 756.783325
	Iteration 10Q: 3 clusters Score -261574.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -261620.156250 Penalty: 756.783325
	Iteration 11Q: 3 clusters Score -261620.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -261654.968750 Penalty: 756.783325
	Iteration 12Q: 3 clusters Score -261655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -261676.828125 Penalty: 756.783325
	Iteration 13Q: 3 clusters Score -261676.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -261698.328125 Penalty: 756.783325
	Iteration 14Q: 3 clusters Score -261698.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -261720.703125 Penalty: 756.783325
	Iteration 15Q: 3 clusters Score -261720.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -261739.421875 Penalty: 756.783325
	Iteration 16Q: 3 clusters Score -261739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -261746.421875 Penalty: 756.783325
	Iteration 17Q: 3 clusters Score -261746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -261752.609375 Penalty: 756.783325
	Iteration 18Q: 3 clusters Score -261752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -261756.546875 Penalty: 756.783325
	Iteration 19Q: 3 clusters Score -261756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -261758.734375 Penalty: 756.783325
	Iteration 20F: 3 clusters Score -261758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -261759.921875 Penalty: 756.783325
	Iteration 21Q: 3 clusters Score -261759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -261760.796875 Penalty: 756.783325
	Iteration 22Q: 3 clusters Score -261760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -261762.609375 Penalty: 756.783325
	Iteration 23Q: 3 clusters Score -261762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -261763.203125 Penalty: 756.783325
	Iteration 24Q: 3 clusters Score -261763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -261763.468750 Penalty: 756.783325
	Iteration 25Q: 3 clusters Score -261763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -261763.468750 Penalty: 756.783325
	Iteration 26F: 3 clusters Score -261763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -48194.417969 Penalty: 311.293518
	Iteration 0F: 2 clusters Score -48194.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47411.824219 Penalty: 622.587036
	Iteration 0F: 3 clusters Score -47411.82 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -47641.640625 Penalty: 622.587036
	Iteration 1F: 3 clusters Score -47641.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47752.128906 Penalty: 622.587036
	Iteration 2F: 3 clusters Score -47752.13 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47831.511719 Penalty: 622.587036
	Iteration 3F: 3 clusters Score -47831.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47902.640625 Penalty: 622.587036
	Iteration 4F: 3 clusters Score -47902.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47972.089844 Penalty: 622.587036
	Iteration 5F: 3 clusters Score -47972.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48011.527344 Penalty: 622.587036
	Iteration 6F: 3 clusters Score -48011.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48027.273438 Penalty: 622.587036
	Iteration 7Q: 3 clusters Score -48027.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -48045.000000 Penalty: 622.587036
	Iteration 8Q: 3 clusters Score -48045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48054.359375 Penalty: 622.587036
	Iteration 9Q: 3 clusters Score -48054.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48056.542969 Penalty: 622.587036
	Iteration 10Q: 3 clusters Score -48056.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48058.550781 Penalty: 622.587036
	Iteration 11Q: 3 clusters Score -48058.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48060.464844 Penalty: 622.587036
	Iteration 12Q: 3 clusters Score -48060.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48061.757812 Penalty: 622.587036
	Iteration 13Q: 3 clusters Score -48061.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48064.117188 Penalty: 622.587036
	Iteration 14Q: 3 clusters Score -48064.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48065.250000 Penalty: 622.587036
	Iteration 15Q: 3 clusters Score -48065.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48065.382812 Penalty: 622.587036
	Iteration 16Q: 3 clusters Score -48065.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48065.605469 Penalty: 622.587036
	Iteration 17Q: 3 clusters Score -48065.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48065.777344 Penalty: 622.587036
	Iteration 18Q: 3 clusters Score -48065.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48065.777344 Penalty: 622.587036
	Iteration 19F: 3 clusters Score -48065.78 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: -197008.031250 Penalty: 370.477112
	Iteration 0F: 2 clusters Score -197008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -194654.593750 Penalty: 740.954224
	Iteration 0F: 3 clusters Score -194654.6 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -195472.484375 Penalty: 740.954224
	Iteration 1F: 3 clusters Score -195472.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -195634.109375 Penalty: 740.954224
	Iteration 2F: 3 clusters Score -195634.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -195789.921875 Penalty: 740.954224
	Iteration 3F: 3 clusters Score -195789.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -195984.921875 Penalty: 740.954224
	Iteration 4F: 3 clusters Score -195984.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -196155.046875 Penalty: 740.954224
	Iteration 5F: 3 clusters Score -196155 nChanged 163
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: -196264.031250 Penalty: 740.954224
	Iteration 6Q: 3 clusters Score -196264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -196338.093750 Penalty: 740.954224
	Iteration 7Q: 3 clusters Score -196338.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -196394.859375 Penalty: 740.954224
	Iteration 8Q: 3 clusters Score -196394.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -196440.640625 Penalty: 740.954224
	Iteration 9Q: 3 clusters Score -196440.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -196472.484375 Penalty: 740.954224
	Iteration 10Q: 3 clusters Score -196472.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -196503.875000 Penalty: 740.954224
	Iteration 11Q: 3 clusters Score -196503.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -196541.109375 Penalty: 740.954224
	Iteration 12Q: 3 clusters Score -196541.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -196570.984375 Penalty: 740.954224
	Iteration 13Q: 3 clusters Score -196571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -196593.515625 Penalty: 740.954224
	Iteration 14Q: 3 clusters Score -196593.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -196614.406250 Penalty: 740.954224
	Iteration 15Q: 3 clusters Score -196614.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -196637.250000 Penalty: 740.954224
	Iteration 16Q: 3 clusters Score -196637.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -196660.281250 Penalty: 740.954224
	Iteration 17Q: 3 clusters Score -196660.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -196676.000000 Penalty: 740.954224
	Iteration 18Q: 3 clusters Score -196676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -196688.468750 Penalty: 740.954224
	Iteration 19Q: 3 clusters Score -196688.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -196700.953125 Penalty: 740.954224
	Iteration 20F: 3 clusters Score -196701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -196716.890625 Penalty: 740.954224
	Iteration 21Q: 3 clusters Score -196716.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -196728.703125 Penalty: 740.954224
	Iteration 22Q: 3 clusters Score -196728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -196741.968750 Penalty: 740.954224
	Iteration 23Q: 3 clusters Score -196742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -196749.812500 Penalty: 740.954224
	Iteration 24Q: 3 clusters Score -196749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -196752.421875 Penalty: 740.954224
	Iteration 25Q: 3 clusters Score -196752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -196754.187500 Penalty: 740.954224
	Iteration 26Q: 3 clusters Score -196754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -196755.593750 Penalty: 740.954224
	Iteration 27Q: 3 clusters Score -196755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -196756.625000 Penalty: 740.954224
	Iteration 28Q: 3 clusters Score -196756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -196756.765625 Penalty: 740.954224
	Iteration 29Q: 3 clusters Score -196756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -196756.765625 Penalty: 740.954224
	Iteration 30F: 3 clusters Score -196756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (77809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Entering Unmasked Estep 
Score: -4961093.000000 Penalty: 512.421570
	Iteration 0F: 2 clusters Score -4961093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4910085.500000 Penalty: 1024.843140
	Iteration 0F: 3 clusters Score -4910086 nChanged 38000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4934134.500000 Penalty: 1024.843140
	Iteration 1F: 3 clusters Score -4934134 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4936639.500000 Penalty: 1024.843140
	Iteration 2F: 3 clusters Score -4936640 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4940668.000000 Penalty: 1024.843140
	Iteration 3F: 3 clusters Score -4940668 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4946459.500000 Penalty: 1024.843140
	Iteration 4F: 3 clusters Score -4946460 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4952795.000000 Penalty: 1024.843140
	Iteration 5F: 3 clusters Score -4952795 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4957275.000000 Penalty: 1024.843140
	Iteration 6F: 3 clusters Score -4957275 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4959473.500000 Penalty: 1024.843140
	Iteration 7Q: 3 clusters Score -4959474 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4960259.000000 Penalty: 1024.843140
	Iteration 8Q: 3 clusters Score -4960259 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4960563.500000 Penalty: 1024.843140
	Iteration 9Q: 3 clusters Score -4960564 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4960656.000000 Penalty: 1024.843140
	Iteration 10Q: 3 clusters Score -4960656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4960731.000000 Penalty: 1024.843140
	Iteration 11Q: 3 clusters Score -4960731 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4960741.000000 Penalty: 1024.843140
	Iteration 12Q: 3 clusters Score -4960741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4960757.500000 Penalty: 1024.843140
	Iteration 13Q: 3 clusters Score -4960758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4960766.500000 Penalty: 1024.843140
	Iteration 14Q: 3 clusters Score -4960766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4960770.500000 Penalty: 1024.843140
	Iteration 15Q: 3 clusters Score -4960770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4960776.000000 Penalty: 1024.843140
	Iteration 16Q: 3 clusters Score -4960776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4960769.500000 Penalty: 1024.843140
	Iteration 17Q: 3 clusters Score -4960770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4960761.500000 Penalty: 1024.843140
	Iteration 18Q: 3 clusters Score -4960762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4960777.000000 Penalty: 1024.843140
	Iteration 19Q: 3 clusters Score -4960777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4960778.000000 Penalty: 1024.843140
	Iteration 20F: 3 clusters Score -4960778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4960780.500000 Penalty: 1024.843140
	Iteration 21Q: 3 clusters Score -4960780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4960790.500000 Penalty: 1024.843140
	Iteration 22Q: 3 clusters Score -4960790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4960793.500000 Penalty: 1024.843140
	Iteration 23Q: 3 clusters Score -4960794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4960785.500000 Penalty: 1024.843140
	Iteration 24Q: 3 clusters Score -4960786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4960788.500000 Penalty: 1024.843140
	Iteration 25Q: 3 clusters Score -4960788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4960799.000000 Penalty: 1024.843140
	Iteration 26Q: 3 clusters Score -4960799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4960796.000000 Penalty: 1024.843140
	Iteration 27Q: 3 clusters Score -4960796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4960801.500000 Penalty: 1024.843140
	Iteration 28Q: 3 clusters Score -4960802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4960798.000000 Penalty: 1024.843140
	Iteration 29Q: 3 clusters Score -4960798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4960798.500000 Penalty: 1024.843140
	Iteration 30Q: 3 clusters Score -4960798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4960794.000000 Penalty: 1024.843140
	Iteration 31Q: 3 clusters Score -4960794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4960793.000000 Penalty: 1024.843140
	Iteration 32Q: 3 clusters Score -4960793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4960793.000000 Penalty: 1024.843140
	Iteration 33F: 3 clusters Score -4960793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Entering Unmasked Estep 
Score: -1683466.750000 Penalty: 462.477936
	Iteration 0F: 2 clusters Score -1683467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1666404.625000 Penalty: 924.955872
	Iteration 0F: 3 clusters Score -1666405 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1673183.750000 Penalty: 924.955872
	Iteration 1F: 3 clusters Score -1673184 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1673626.250000 Penalty: 924.955872
	Iteration 2Q: 3 clusters Score -1673626 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1674251.125000 Penalty: 924.955872
	Iteration 3F: 3 clusters Score -1674251 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1675186.500000 Penalty: 924.955872
	Iteration 4F: 3 clusters Score -1675186 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1676577.000000 Penalty: 924.955872
	Iteration 5F: 3 clusters Score -1676577 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1678213.625000 Penalty: 924.955872
	Iteration 6F: 3 clusters Score -1678214 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1679305.750000 Penalty: 924.955872
	Iteration 7F: 3 clusters Score -1679306 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1679792.375000 Penalty: 924.955872
	Iteration 8Q: 3 clusters Score -1679792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1680026.750000 Penalty: 924.955872
	Iteration 9Q: 3 clusters Score -1680027 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1680171.750000 Penalty: 924.955872
	Iteration 10Q: 3 clusters Score -1680172 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1680304.500000 Penalty: 924.955872
	Iteration 11Q: 3 clusters Score -1680304 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1680447.750000 Penalty: 924.955872
	Iteration 12Q: 3 clusters Score -1680448 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1680555.750000 Penalty: 924.955872
	Iteration 13Q: 3 clusters Score -1680556 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1680677.625000 Penalty: 924.955872
	Iteration 14Q: 3 clusters Score -1680678 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1680797.125000 Penalty: 924.955872
	Iteration 15Q: 3 clusters Score -1680797 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1680901.500000 Penalty: 924.955872
	Iteration 16Q: 3 clusters Score -1680902 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1680999.625000 Penalty: 924.955872
	Iteration 17Q: 3 clusters Score -1681000 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1681081.250000 Penalty: 924.955872
	Iteration 18Q: 3 clusters Score -1681081 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1681164.250000 Penalty: 924.955872
	Iteration 19Q: 3 clusters Score -1681164 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1681238.750000 Penalty: 924.955872
	Iteration 20F: 3 clusters Score -1681239 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1681322.375000 Penalty: 924.955872
	Iteration 21Q: 3 clusters Score -1681322 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1681378.250000 Penalty: 924.955872
	Iteration 22Q: 3 clusters Score -1681378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1681438.625000 Penalty: 924.955872
	Iteration 23Q: 3 clusters Score -1681439 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1681475.875000 Penalty: 924.955872
	Iteration 24Q: 3 clusters Score -1681476 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1681500.750000 Penalty: 924.955872
	Iteration 25Q: 3 clusters Score -1681501 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1681524.250000 Penalty: 924.955872
	Iteration 26Q: 3 clusters Score -1681524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1681547.000000 Penalty: 924.955872
	Iteration 27Q: 3 clusters Score -1681547 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1681568.625000 Penalty: 924.955872
	Iteration 28Q: 3 clusters Score -1681569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1681586.125000 Penalty: 924.955872
	Iteration 29Q: 3 clusters Score -1681586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1681590.000000 Penalty: 924.955872
	Iteration 30Q: 3 clusters Score -1681590 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1681608.750000 Penalty: 924.955872
	Iteration 31Q: 3 clusters Score -1681609 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1681617.500000 Penalty: 924.955872
	Iteration 32Q: 3 clusters Score -1681618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1681622.625000 Penalty: 924.955872
	Iteration 33Q: 3 clusters Score -1681623 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1681635.375000 Penalty: 924.955872
	Iteration 34Q: 3 clusters Score -1681635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1681641.750000 Penalty: 924.955872
	Iteration 35Q: 3 clusters Score -1681642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1681649.125000 Penalty: 924.955872
	Iteration 36Q: 3 clusters Score -1681649 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1681653.125000 Penalty: 924.955872
	Iteration 37Q: 3 clusters Score -1681653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1681667.375000 Penalty: 924.955872
	Iteration 38Q: 3 clusters Score -1681667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1681674.875000 Penalty: 924.955872
	Iteration 39Q: 3 clusters Score -1681675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1681682.375000 Penalty: 924.955872
	Iteration 40F: 3 clusters Score -1681682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -1681687.250000 Penalty: 924.955872
	Iteration 41Q: 3 clusters Score -1681687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1681698.625000 Penalty: 924.955872
	Iteration 42Q: 3 clusters Score -1681699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1681711.750000 Penalty: 924.955872
	Iteration 43Q: 3 clusters Score -1681712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1681721.875000 Penalty: 924.955872
	Iteration 44Q: 3 clusters Score -1681722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1681742.500000 Penalty: 924.955872
	Iteration 45Q: 3 clusters Score -1681742 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1681772.875000 Penalty: 924.955872
	Iteration 46Q: 3 clusters Score -1681773 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1681810.125000 Penalty: 924.955872
	Iteration 47Q: 3 clusters Score -1681810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1681852.250000 Penalty: 924.955872
	Iteration 48Q: 3 clusters Score -1681852 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1681899.125000 Penalty: 924.955872
	Iteration 49Q: 3 clusters Score -1681899 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1681955.500000 Penalty: 924.955872
	Iteration 50Q: 3 clusters Score -1681956 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1682016.250000 Penalty: 924.955872
	Iteration 51Q: 3 clusters Score -1682016 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1682083.375000 Penalty: 924.955872
	Iteration 52Q: 3 clusters Score -1682083 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1682155.250000 Penalty: 924.955872
	Iteration 53Q: 3 clusters Score -1682155 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1682218.125000 Penalty: 924.955872
	Iteration 54Q: 3 clusters Score -1682218 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1682281.000000 Penalty: 924.955872
	Iteration 55Q: 3 clusters Score -1682281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1682338.500000 Penalty: 924.955872
	Iteration 56Q: 3 clusters Score -1682338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1682387.125000 Penalty: 924.955872
	Iteration 57Q: 3 clusters Score -1682387 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1682445.375000 Penalty: 924.955872
	Iteration 58Q: 3 clusters Score -1682445 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1682493.750000 Penalty: 924.955872
	Iteration 59Q: 3 clusters Score -1682494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1682526.750000 Penalty: 924.955872
	Iteration 60F: 3 clusters Score -1682527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1682549.875000 Penalty: 924.955872
	Iteration 61Q: 3 clusters Score -1682550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -1682562.125000 Penalty: 924.955872
	Iteration 62Q: 3 clusters Score -1682562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -1682584.000000 Penalty: 924.955872
	Iteration 63Q: 3 clusters Score -1682584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -1682602.000000 Penalty: 924.955872
	Iteration 64Q: 3 clusters Score -1682602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -1682609.875000 Penalty: 924.955872
	Iteration 65Q: 3 clusters Score -1682610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -1682616.125000 Penalty: 924.955872
	Iteration 66Q: 3 clusters Score -1682616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -1682635.500000 Penalty: 924.955872
	Iteration 67Q: 3 clusters Score -1682636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -1682638.500000 Penalty: 924.955872
	Iteration 68Q: 3 clusters Score -1682638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -1682647.625000 Penalty: 924.955872
	Iteration 69Q: 3 clusters Score -1682648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1682661.750000 Penalty: 924.955872
	Iteration 70Q: 3 clusters Score -1682662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1682665.875000 Penalty: 924.955872
	Iteration 71Q: 3 clusters Score -1682666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1682672.375000 Penalty: 924.955872
	Iteration 72Q: 3 clusters Score -1682672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -1682673.750000 Penalty: 924.955872
	Iteration 73Q: 3 clusters Score -1682674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -1682685.250000 Penalty: 924.955872
	Iteration 74Q: 3 clusters Score -1682685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -1682691.500000 Penalty: 924.955872
	Iteration 75Q: 3 clusters Score -1682692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1682698.375000 Penalty: 924.955872
	Iteration 76Q: 3 clusters Score -1682698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -1682698.875000 Penalty: 924.955872
	Iteration 77Q: 3 clusters Score -1682699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -1682704.250000 Penalty: 924.955872
	Iteration 78Q: 3 clusters Score -1682704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -1682716.625000 Penalty: 924.955872
	Iteration 79Q: 3 clusters Score -1682717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -1682719.250000 Penalty: 924.955872
	Iteration 80F: 3 clusters Score -1682719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -1682719.125000 Penalty: 924.955872
	Iteration 81Q: 3 clusters Score -1682719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1682722.375000 Penalty: 924.955872
	Iteration 82Q: 3 clusters Score -1682722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1682725.625000 Penalty: 924.955872
	Iteration 83Q: 3 clusters Score -1682726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -1682732.125000 Penalty: 924.955872
	Iteration 84Q: 3 clusters Score -1682732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1682736.875000 Penalty: 924.955872
	Iteration 85Q: 3 clusters Score -1682737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -1682745.125000 Penalty: 924.955872
	Iteration 86Q: 3 clusters Score -1682745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -1682755.625000 Penalty: 924.955872
	Iteration 87Q: 3 clusters Score -1682756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -1682759.750000 Penalty: 924.955872
	Iteration 88Q: 3 clusters Score -1682760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -1682760.000000 Penalty: 924.955872
	Iteration 89Q: 3 clusters Score -1682760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -1682765.250000 Penalty: 924.955872
	Iteration 90Q: 3 clusters Score -1682765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -1682765.125000 Penalty: 924.955872
	Iteration 91Q: 3 clusters Score -1682765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -1682770.750000 Penalty: 924.955872
	Iteration 92Q: 3 clusters Score -1682771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1682782.875000 Penalty: 924.955872
	Iteration 93Q: 3 clusters Score -1682783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -1682790.125000 Penalty: 924.955872
	Iteration 94Q: 3 clusters Score -1682790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -1682796.875000 Penalty: 924.955872
	Iteration 95Q: 3 clusters Score -1682797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -1682806.875000 Penalty: 924.955872
	Iteration 96Q: 3 clusters Score -1682807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1682806.500000 Penalty: 924.955872
	Iteration 97Q: 3 clusters Score -1682806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -1682812.875000 Penalty: 924.955872
	Iteration 98Q: 3 clusters Score -1682813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -1682820.375000 Penalty: 924.955872
	Iteration 99Q: 3 clusters Score -1682820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -1682826.000000 Penalty: 924.955872
	Iteration 100F: 3 clusters Score -1682826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -1682836.000000 Penalty: 924.955872
	Iteration 101Q: 3 clusters Score -1682836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -1682843.750000 Penalty: 924.955872
	Iteration 102Q: 3 clusters Score -1682844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -1682844.500000 Penalty: 924.955872
	Iteration 103Q: 3 clusters Score -1682844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -1682855.750000 Penalty: 924.955872
	Iteration 104Q: 3 clusters Score -1682856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -1682859.000000 Penalty: 924.955872
	Iteration 105Q: 3 clusters Score -1682859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1682864.875000 Penalty: 924.955872
	Iteration 106Q: 3 clusters Score -1682865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -1682869.125000 Penalty: 924.955872
	Iteration 107Q: 3 clusters Score -1682869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -1682871.500000 Penalty: 924.955872
	Iteration 108Q: 3 clusters Score -1682872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -1682877.000000 Penalty: 924.955872
	Iteration 109Q: 3 clusters Score -1682877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1682881.750000 Penalty: 924.955872
	Iteration 110Q: 3 clusters Score -1682882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1682882.250000 Penalty: 924.955872
	Iteration 111Q: 3 clusters Score -1682882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1682888.875000 Penalty: 924.955872
	Iteration 112Q: 3 clusters Score -1682889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1682896.625000 Penalty: 924.955872
	Iteration 113Q: 3 clusters Score -1682897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -1682902.250000 Penalty: 924.955872
	Iteration 114Q: 3 clusters Score -1682902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -1682903.000000 Penalty: 924.955872
	Iteration 115Q: 3 clusters Score -1682903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -1682906.250000 Penalty: 924.955872
	Iteration 116Q: 3 clusters Score -1682906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -1682909.500000 Penalty: 924.955872
	Iteration 117Q: 3 clusters Score -1682910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -1682909.000000 Penalty: 924.955872
	Iteration 118Q: 3 clusters Score -1682909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1682911.125000 Penalty: 924.955872
	Iteration 119Q: 3 clusters Score -1682911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1682909.125000 Penalty: 924.955872
	Iteration 120F: 3 clusters Score -1682909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -1682911.750000 Penalty: 924.955872
	Iteration 121Q: 3 clusters Score -1682912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -1682912.000000 Penalty: 924.955872
	Iteration 122Q: 3 clusters Score -1682912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1682914.125000 Penalty: 924.955872
	Iteration 123Q: 3 clusters Score -1682914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -1682917.625000 Penalty: 924.955872
	Iteration 124Q: 3 clusters Score -1682918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -1682919.000000 Penalty: 924.955872
	Iteration 125Q: 3 clusters Score -1682919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -1682921.750000 Penalty: 924.955872
	Iteration 126Q: 3 clusters Score -1682922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -1682923.625000 Penalty: 924.955872
	Iteration 127Q: 3 clusters Score -1682924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -1682924.375000 Penalty: 924.955872
	Iteration 128Q: 3 clusters Score -1682924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -1682932.000000 Penalty: 924.955872
	Iteration 129Q: 3 clusters Score -1682932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -1682935.500000 Penalty: 924.955872
	Iteration 130Q: 3 clusters Score -1682936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -1682937.250000 Penalty: 924.955872
	Iteration 131Q: 3 clusters Score -1682937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -1682939.375000 Penalty: 924.955872
	Iteration 132Q: 3 clusters Score -1682939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -1682942.375000 Penalty: 924.955872
	Iteration 133Q: 3 clusters Score -1682942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -1682941.250000 Penalty: 924.955872
	Iteration 134Q: 3 clusters Score -1682941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -1682945.250000 Penalty: 924.955872
	Iteration 135Q: 3 clusters Score -1682945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -1682946.250000 Penalty: 924.955872
	Iteration 136Q: 3 clusters Score -1682946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -1682944.250000 Penalty: 924.955872
	Iteration 137Q: 3 clusters Score -1682944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -1682945.625000 Penalty: 924.955872
	Iteration 138Q: 3 clusters Score -1682946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -1682945.000000 Penalty: 924.955872
	Iteration 139Q: 3 clusters Score -1682945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -1682944.750000 Penalty: 924.955872
	Iteration 140F: 3 clusters Score -1682945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -1682945.000000 Penalty: 924.955872
	Iteration 141Q: 3 clusters Score -1682945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -1682945.000000 Penalty: 924.955872
	Iteration 142F: 3 clusters Score -1682945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Entering Unmasked Estep 
Score: -2357384.250000 Penalty: 479.270996
	Iteration 0F: 2 clusters Score -2357384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2332251.250000 Penalty: 958.541992
	Iteration 0F: 3 clusters Score -2332251 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2343377.250000 Penalty: 958.541992
	Iteration 1F: 3 clusters Score -2343377 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2344093.000000 Penalty: 958.541992
	Iteration 2Q: 3 clusters Score -2344093 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2345382.000000 Penalty: 958.541992
	Iteration 3F: 3 clusters Score -2345382 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2347501.750000 Penalty: 958.541992
	Iteration 4F: 3 clusters Score -2347502 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2350010.000000 Penalty: 958.541992
	Iteration 5F: 3 clusters Score -2350010 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2351612.250000 Penalty: 958.541992
	Iteration 6F: 3 clusters Score -2351612 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2352252.750000 Penalty: 958.541992
	Iteration 7Q: 3 clusters Score -2352253 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2352556.000000 Penalty: 958.541992
	Iteration 8Q: 3 clusters Score -2352556 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2352744.250000 Penalty: 958.541992
	Iteration 9Q: 3 clusters Score -2352744 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2352899.750000 Penalty: 958.541992
	Iteration 10Q: 3 clusters Score -2352900 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2353065.000000 Penalty: 958.541992
	Iteration 11Q: 3 clusters Score -2353065 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2353238.500000 Penalty: 958.541992
	Iteration 12Q: 3 clusters Score -2353238 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2353421.500000 Penalty: 958.541992
	Iteration 13Q: 3 clusters Score -2353422 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2353612.500000 Penalty: 958.541992
	Iteration 14Q: 3 clusters Score -2353612 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2353810.250000 Penalty: 958.541992
	Iteration 15Q: 3 clusters Score -2353810 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2354041.250000 Penalty: 958.541992
	Iteration 16Q: 3 clusters Score -2354041 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2354282.250000 Penalty: 958.541992
	Iteration 17Q: 3 clusters Score -2354282 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2354562.750000 Penalty: 958.541992
	Iteration 18Q: 3 clusters Score -2354563 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2354830.500000 Penalty: 958.541992
	Iteration 19Q: 3 clusters Score -2354830 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2355037.000000 Penalty: 958.541992
	Iteration 20F: 3 clusters Score -2355037 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2355208.250000 Penalty: 958.541992
	Iteration 21Q: 3 clusters Score -2355208 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2355327.000000 Penalty: 958.541992
	Iteration 22Q: 3 clusters Score -2355327 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2355424.750000 Penalty: 958.541992
	Iteration 23Q: 3 clusters Score -2355425 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2355483.000000 Penalty: 958.541992
	Iteration 24Q: 3 clusters Score -2355483 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2355549.250000 Penalty: 958.541992
	Iteration 25Q: 3 clusters Score -2355549 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2355590.500000 Penalty: 958.541992
	Iteration 26Q: 3 clusters Score -2355590 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2355634.250000 Penalty: 958.541992
	Iteration 27Q: 3 clusters Score -2355634 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2355646.750000 Penalty: 958.541992
	Iteration 28Q: 3 clusters Score -2355647 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2355694.000000 Penalty: 958.541992
	Iteration 29Q: 3 clusters Score -2355694 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2355743.000000 Penalty: 958.541992
	Iteration 30Q: 3 clusters Score -2355743 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2355783.750000 Penalty: 958.541992
	Iteration 31Q: 3 clusters Score -2355784 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2355825.500000 Penalty: 958.541992
	Iteration 32Q: 3 clusters Score -2355826 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2355870.000000 Penalty: 958.541992
	Iteration 33Q: 3 clusters Score -2355870 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2355900.250000 Penalty: 958.541992
	Iteration 34Q: 3 clusters Score -2355900 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2355942.750000 Penalty: 958.541992
	Iteration 35Q: 3 clusters Score -2355943 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2355979.000000 Penalty: 958.541992
	Iteration 36Q: 3 clusters Score -2355979 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2355992.250000 Penalty: 958.541992
	Iteration 37Q: 3 clusters Score -2355992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2356015.750000 Penalty: 958.541992
	Iteration 38Q: 3 clusters Score -2356016 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2356060.500000 Penalty: 958.541992
	Iteration 39Q: 3 clusters Score -2356060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2356088.750000 Penalty: 958.541992
	Iteration 40F: 3 clusters Score -2356089 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2356113.750000 Penalty: 958.541992
	Iteration 41Q: 3 clusters Score -2356114 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2356151.000000 Penalty: 958.541992
	Iteration 42Q: 3 clusters Score -2356151 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2356185.000000 Penalty: 958.541992
	Iteration 43Q: 3 clusters Score -2356185 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2356214.500000 Penalty: 958.541992
	Iteration 44Q: 3 clusters Score -2356214 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -2356248.000000 Penalty: 958.541992
	Iteration 45Q: 3 clusters Score -2356248 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2356260.750000 Penalty: 958.541992
	Iteration 46Q: 3 clusters Score -2356261 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -2356313.250000 Penalty: 958.541992
	Iteration 47Q: 3 clusters Score -2356313 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2356341.750000 Penalty: 958.541992
	Iteration 48Q: 3 clusters Score -2356342 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2356388.000000 Penalty: 958.541992
	Iteration 49Q: 3 clusters Score -2356388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2356424.750000 Penalty: 958.541992
	Iteration 50Q: 3 clusters Score -2356425 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2356453.500000 Penalty: 958.541992
	Iteration 51Q: 3 clusters Score -2356454 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -2356485.750000 Penalty: 958.541992
	Iteration 52Q: 3 clusters Score -2356486 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2356519.000000 Penalty: 958.541992
	Iteration 53Q: 3 clusters Score -2356519 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2356543.500000 Penalty: 958.541992
	Iteration 54Q: 3 clusters Score -2356544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2356563.750000 Penalty: 958.541992
	Iteration 55Q: 3 clusters Score -2356564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -2356589.500000 Penalty: 958.541992
	Iteration 56Q: 3 clusters Score -2356590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -2356597.000000 Penalty: 958.541992
	Iteration 57Q: 3 clusters Score -2356597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2356627.750000 Penalty: 958.541992
	Iteration 58Q: 3 clusters Score -2356628 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2356644.750000 Penalty: 958.541992
	Iteration 59Q: 3 clusters Score -2356645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -2356658.000000 Penalty: 958.541992
	Iteration 60F: 3 clusters Score -2356658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -2356674.750000 Penalty: 958.541992
	Iteration 61Q: 3 clusters Score -2356675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -2356687.000000 Penalty: 958.541992
	Iteration 62Q: 3 clusters Score -2356687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -2356701.500000 Penalty: 958.541992
	Iteration 63Q: 3 clusters Score -2356702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2356710.250000 Penalty: 958.541992
	Iteration 64Q: 3 clusters Score -2356710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -2356726.250000 Penalty: 958.541992
	Iteration 65Q: 3 clusters Score -2356726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -2356728.750000 Penalty: 958.541992
	Iteration 66Q: 3 clusters Score -2356729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -2356722.000000 Penalty: 958.541992
	Iteration 67Q: 3 clusters Score -2356722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -2356737.500000 Penalty: 958.541992
	Iteration 68Q: 3 clusters Score -2356738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2356742.500000 Penalty: 958.541992
	Iteration 69Q: 3 clusters Score -2356742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -2356751.250000 Penalty: 958.541992
	Iteration 70Q: 3 clusters Score -2356751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -2356759.500000 Penalty: 958.541992
	Iteration 71Q: 3 clusters Score -2356760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -2356765.750000 Penalty: 958.541992
	Iteration 72Q: 3 clusters Score -2356766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2356771.500000 Penalty: 958.541992
	Iteration 73Q: 3 clusters Score -2356772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -2356783.250000 Penalty: 958.541992
	Iteration 74Q: 3 clusters Score -2356783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2356796.500000 Penalty: 958.541992
	Iteration 75Q: 3 clusters Score -2356796 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -2356804.250000 Penalty: 958.541992
	Iteration 76Q: 3 clusters Score -2356804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2356811.500000 Penalty: 958.541992
	Iteration 77Q: 3 clusters Score -2356812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -2356811.500000 Penalty: 958.541992
	Iteration 78Q: 3 clusters Score -2356812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -2356814.250000 Penalty: 958.541992
	Iteration 79Q: 3 clusters Score -2356814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -2356813.500000 Penalty: 958.541992
	Iteration 80F: 3 clusters Score -2356814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -2356815.000000 Penalty: 958.541992
	Iteration 81Q: 3 clusters Score -2356815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -2356820.500000 Penalty: 958.541992
	Iteration 82Q: 3 clusters Score -2356820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -2356815.500000 Penalty: 958.541992
	Iteration 83Q: 3 clusters Score -2356816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -2356818.500000 Penalty: 958.541992
	Iteration 84Q: 3 clusters Score -2356818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -2356821.000000 Penalty: 958.541992
	Iteration 85Q: 3 clusters Score -2356821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -2356817.250000 Penalty: 958.541992
	Iteration 86Q: 3 clusters Score -2356817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -2356822.750000 Penalty: 958.541992
	Iteration 87Q: 3 clusters Score -2356823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -2356820.500000 Penalty: 958.541992
	Iteration 88Q: 3 clusters Score -2356820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -2356822.750000 Penalty: 958.541992
	Iteration 89Q: 3 clusters Score -2356823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -2356825.250000 Penalty: 958.541992
	Iteration 90Q: 3 clusters Score -2356825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -2356827.000000 Penalty: 958.541992
	Iteration 91Q: 3 clusters Score -2356827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -2356836.750000 Penalty: 958.541992
	Iteration 92Q: 3 clusters Score -2356837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -2356843.000000 Penalty: 958.541992
	Iteration 93Q: 3 clusters Score -2356843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -2356847.250000 Penalty: 958.541992
	Iteration 94Q: 3 clusters Score -2356847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -2356845.250000 Penalty: 958.541992
	Iteration 95Q: 3 clusters Score -2356845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -2356856.750000 Penalty: 958.541992
	Iteration 96Q: 3 clusters Score -2356857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -2356857.750000 Penalty: 958.541992
	Iteration 97Q: 3 clusters Score -2356858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -2356855.000000 Penalty: 958.541992
	Iteration 98Q: 3 clusters Score -2356855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -2356859.500000 Penalty: 958.541992
	Iteration 99Q: 3 clusters Score -2356860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -2356859.750000 Penalty: 958.541992
	Iteration 100F: 3 clusters Score -2356860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -2356858.750000 Penalty: 958.541992
	Iteration 101Q: 3 clusters Score -2356859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -2356862.000000 Penalty: 958.541992
	Iteration 102Q: 3 clusters Score -2356862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -2356857.500000 Penalty: 958.541992
	Iteration 103Q: 3 clusters Score -2356858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -2356862.000000 Penalty: 958.541992
	Iteration 104Q: 3 clusters Score -2356862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -2356862.750000 Penalty: 958.541992
	Iteration 105Q: 3 clusters Score -2356863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -2356862.750000 Penalty: 958.541992
	Iteration 106Q: 3 clusters Score -2356863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -2356870.750000 Penalty: 958.541992
	Iteration 107Q: 3 clusters Score -2356871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -2356871.500000 Penalty: 958.541992
	Iteration 108Q: 3 clusters Score -2356872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2356868.750000 Penalty: 958.541992
	Iteration 109Q: 3 clusters Score -2356869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -2356866.000000 Penalty: 958.541992
	Iteration 110Q: 3 clusters Score -2356866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -2356872.000000 Penalty: 958.541992
	Iteration 111Q: 3 clusters Score -2356872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -2356869.750000 Penalty: 958.541992
	Iteration 112Q: 3 clusters Score -2356870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -2356881.000000 Penalty: 958.541992
	Iteration 113Q: 3 clusters Score -2356881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -2356888.750000 Penalty: 958.541992
	Iteration 114Q: 3 clusters Score -2356889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -2356891.500000 Penalty: 958.541992
	Iteration 115Q: 3 clusters Score -2356892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -2356891.750000 Penalty: 958.541992
	Iteration 116Q: 3 clusters Score -2356892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -2356892.500000 Penalty: 958.541992
	Iteration 117Q: 3 clusters Score -2356892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -2356897.250000 Penalty: 958.541992
	Iteration 118Q: 3 clusters Score -2356897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -2356901.250000 Penalty: 958.541992
	Iteration 119Q: 3 clusters Score -2356901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -2356917.000000 Penalty: 958.541992
	Iteration 120F: 3 clusters Score -2356917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -2356921.500000 Penalty: 958.541992
	Iteration 121Q: 3 clusters Score -2356922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -2356929.750000 Penalty: 958.541992
	Iteration 122Q: 3 clusters Score -2356930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -2356932.250000 Penalty: 958.541992
	Iteration 123Q: 3 clusters Score -2356932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -2356931.750000 Penalty: 958.541992
	Iteration 124Q: 3 clusters Score -2356932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -2356938.000000 Penalty: 958.541992
	Iteration 125Q: 3 clusters Score -2356938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -2356937.000000 Penalty: 958.541992
	Iteration 126Q: 3 clusters Score -2356937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -2356939.750000 Penalty: 958.541992
	Iteration 127Q: 3 clusters Score -2356940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -2356942.000000 Penalty: 958.541992
	Iteration 128Q: 3 clusters Score -2356942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2356937.750000 Penalty: 958.541992
	Iteration 129Q: 3 clusters Score -2356938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -2356940.500000 Penalty: 958.541992
	Iteration 130Q: 3 clusters Score -2356940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -2356941.250000 Penalty: 958.541992
	Iteration 131Q: 3 clusters Score -2356941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -2356943.500000 Penalty: 958.541992
	Iteration 132Q: 3 clusters Score -2356944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -2356947.750000 Penalty: 958.541992
	Iteration 133Q: 3 clusters Score -2356948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -2356949.500000 Penalty: 958.541992
	Iteration 134Q: 3 clusters Score -2356950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -2356949.250000 Penalty: 958.541992
	Iteration 135Q: 3 clusters Score -2356949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -2356949.250000 Penalty: 958.541992
	Iteration 136Q: 3 clusters Score -2356949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -2356950.500000 Penalty: 958.541992
	Iteration 137Q: 3 clusters Score -2356950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -2356949.250000 Penalty: 958.541992
	Iteration 138Q: 3 clusters Score -2356949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -2356948.250000 Penalty: 958.541992
	Iteration 139Q: 3 clusters Score -2356948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -2356945.000000 Penalty: 958.541992
	Iteration 140F: 3 clusters Score -2356945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -2356945.500000 Penalty: 958.541992
	Iteration 141Q: 3 clusters Score -2356946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -2356946.250000 Penalty: 958.541992
	Iteration 142Q: 3 clusters Score -2356946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -2356946.250000 Penalty: 958.541992
	Iteration 143Q: 3 clusters Score -2356946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -2356950.500000 Penalty: 958.541992
	Iteration 144Q: 3 clusters Score -2356950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -2356950.000000 Penalty: 958.541992
	Iteration 145Q: 3 clusters Score -2356950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -2356948.750000 Penalty: 958.541992
	Iteration 146Q: 3 clusters Score -2356949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -2356948.250000 Penalty: 958.541992
	Iteration 147Q: 3 clusters Score -2356948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -2356948.250000 Penalty: 958.541992
	Iteration 148F: 3 clusters Score -2356948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Entering Unmasked Estep 
Score: -626439.187500 Penalty: 420.894409
	Iteration 0F: 2 clusters Score -626439.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -619438.625000 Penalty: 841.788818
	Iteration 0F: 3 clusters Score -619438.6 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -622163.437500 Penalty: 841.788818
	Iteration 1F: 3 clusters Score -622163.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -622383.812500 Penalty: 841.788818
	Iteration 2Q: 3 clusters Score -622383.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -622679.937500 Penalty: 841.788818
	Iteration 3F: 3 clusters Score -622679.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -623050.625000 Penalty: 841.788818
	Iteration 4F: 3 clusters Score -623050.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -623507.875000 Penalty: 841.788818
	Iteration 5F: 3 clusters Score -623507.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -623994.625000 Penalty: 841.788818
	Iteration 6F: 3 clusters Score -623994.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -624429.375000 Penalty: 841.788818
	Iteration 7F: 3 clusters Score -624429.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -624730.375000 Penalty: 841.788818
	Iteration 8Q: 3 clusters Score -624730.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -624890.250000 Penalty: 841.788818
	Iteration 9Q: 3 clusters Score -624890.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -624949.500000 Penalty: 841.788818
	Iteration 10Q: 3 clusters Score -624949.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -624983.187500 Penalty: 841.788818
	Iteration 11Q: 3 clusters Score -624983.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -625005.750000 Penalty: 841.788818
	Iteration 12Q: 3 clusters Score -625005.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -625028.625000 Penalty: 841.788818
	Iteration 13Q: 3 clusters Score -625028.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -625052.750000 Penalty: 841.788818
	Iteration 14Q: 3 clusters Score -625052.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -625077.562500 Penalty: 841.788818
	Iteration 15Q: 3 clusters Score -625077.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -625100.750000 Penalty: 841.788818
	Iteration 16Q: 3 clusters Score -625100.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -625131.750000 Penalty: 841.788818
	Iteration 17Q: 3 clusters Score -625131.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -625157.625000 Penalty: 841.788818
	Iteration 18Q: 3 clusters Score -625157.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -625186.937500 Penalty: 841.788818
	Iteration 19Q: 3 clusters Score -625186.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -625220.375000 Penalty: 841.788818
	Iteration 20F: 3 clusters Score -625220.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -625250.312500 Penalty: 841.788818
	Iteration 21Q: 3 clusters Score -625250.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -625281.687500 Penalty: 841.788818
	Iteration 22Q: 3 clusters Score -625281.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -625317.687500 Penalty: 841.788818
	Iteration 23Q: 3 clusters Score -625317.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -625358.250000 Penalty: 841.788818
	Iteration 24Q: 3 clusters Score -625358.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -625394.125000 Penalty: 841.788818
	Iteration 25Q: 3 clusters Score -625394.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -625431.000000 Penalty: 841.788818
	Iteration 26Q: 3 clusters Score -625431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -625468.937500 Penalty: 841.788818
	Iteration 27Q: 3 clusters Score -625468.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -625529.875000 Penalty: 841.788818
	Iteration 28Q: 3 clusters Score -625529.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -625588.000000 Penalty: 841.788818
	Iteration 29Q: 3 clusters Score -625588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -625637.125000 Penalty: 841.788818
	Iteration 30Q: 3 clusters Score -625637.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -625675.812500 Penalty: 841.788818
	Iteration 31Q: 3 clusters Score -625675.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -625713.312500 Penalty: 841.788818
	Iteration 32Q: 3 clusters Score -625713.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -625755.500000 Penalty: 841.788818
	Iteration 33Q: 3 clusters Score -625755.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -625797.000000 Penalty: 841.788818
	Iteration 34Q: 3 clusters Score -625797 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -625837.750000 Penalty: 841.788818
	Iteration 35Q: 3 clusters Score -625837.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -625882.375000 Penalty: 841.788818
	Iteration 36Q: 3 clusters Score -625882.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -625946.437500 Penalty: 841.788818
	Iteration 37Q: 3 clusters Score -625946.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -626003.375000 Penalty: 841.788818
	Iteration 38Q: 3 clusters Score -626003.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -626051.562500 Penalty: 841.788818
	Iteration 39Q: 3 clusters Score -626051.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -626095.312500 Penalty: 841.788818
	Iteration 40F: 3 clusters Score -626095.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -626129.875000 Penalty: 841.788818
	Iteration 41Q: 3 clusters Score -626129.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -626158.125000 Penalty: 841.788818
	Iteration 42Q: 3 clusters Score -626158.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -626179.437500 Penalty: 841.788818
	Iteration 43Q: 3 clusters Score -626179.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -626202.312500 Penalty: 841.788818
	Iteration 44Q: 3 clusters Score -626202.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -626219.562500 Penalty: 841.788818
	Iteration 45Q: 3 clusters Score -626219.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -626227.750000 Penalty: 841.788818
	Iteration 46Q: 3 clusters Score -626227.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -626235.187500 Penalty: 841.788818
	Iteration 47Q: 3 clusters Score -626235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -626239.125000 Penalty: 841.788818
	Iteration 48Q: 3 clusters Score -626239.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -626244.875000 Penalty: 841.788818
	Iteration 49Q: 3 clusters Score -626244.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -626246.062500 Penalty: 841.788818
	Iteration 50Q: 3 clusters Score -626246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -626249.500000 Penalty: 841.788818
	Iteration 51Q: 3 clusters Score -626249.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -626252.750000 Penalty: 841.788818
	Iteration 52Q: 3 clusters Score -626252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -626252.687500 Penalty: 841.788818
	Iteration 53Q: 3 clusters Score -626252.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -626256.000000 Penalty: 841.788818
	Iteration 54Q: 3 clusters Score -626256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -626256.437500 Penalty: 841.788818
	Iteration 55Q: 3 clusters Score -626256.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -626260.625000 Penalty: 841.788818
	Iteration 56Q: 3 clusters Score -626260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -626260.625000 Penalty: 841.788818
	Iteration 57Q: 3 clusters Score -626260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -626261.125000 Penalty: 841.788818
	Iteration 58Q: 3 clusters Score -626261.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -626262.875000 Penalty: 841.788818
	Iteration 59Q: 3 clusters Score -626262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -626264.812500 Penalty: 841.788818
	Iteration 60F: 3 clusters Score -626264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -626266.687500 Penalty: 841.788818
	Iteration 61Q: 3 clusters Score -626266.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -626268.375000 Penalty: 841.788818
	Iteration 62Q: 3 clusters Score -626268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -626270.187500 Penalty: 841.788818
	Iteration 63Q: 3 clusters Score -626270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -626272.187500 Penalty: 841.788818
	Iteration 64Q: 3 clusters Score -626272.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -626275.062500 Penalty: 841.788818
	Iteration 65Q: 3 clusters Score -626275.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -626274.500000 Penalty: 841.788818
	Iteration 66Q: 3 clusters Score -626274.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -626275.500000 Penalty: 841.788818
	Iteration 67Q: 3 clusters Score -626275.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -626276.812500 Penalty: 841.788818
	Iteration 68Q: 3 clusters Score -626276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -626278.187500 Penalty: 841.788818
	Iteration 69Q: 3 clusters Score -626278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -626280.437500 Penalty: 841.788818
	Iteration 70Q: 3 clusters Score -626280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -626282.062500 Penalty: 841.788818
	Iteration 71Q: 3 clusters Score -626282.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -626284.250000 Penalty: 841.788818
	Iteration 72Q: 3 clusters Score -626284.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -626285.062500 Penalty: 841.788818
	Iteration 73Q: 3 clusters Score -626285.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -626287.250000 Penalty: 841.788818
	Iteration 74Q: 3 clusters Score -626287.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -626288.312500 Penalty: 841.788818
	Iteration 75Q: 3 clusters Score -626288.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -626289.500000 Penalty: 841.788818
	Iteration 76Q: 3 clusters Score -626289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -626293.062500 Penalty: 841.788818
	Iteration 77Q: 3 clusters Score -626293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -626293.000000 Penalty: 841.788818
	Iteration 78Q: 3 clusters Score -626293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -626293.500000 Penalty: 841.788818
	Iteration 79Q: 3 clusters Score -626293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -626292.687500 Penalty: 841.788818
	Iteration 80F: 3 clusters Score -626292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -626292.812500 Penalty: 841.788818
	Iteration 81Q: 3 clusters Score -626292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -626293.625000 Penalty: 841.788818
	Iteration 82Q: 3 clusters Score -626293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -626292.562500 Penalty: 841.788818
	Iteration 83Q: 3 clusters Score -626292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -626292.875000 Penalty: 841.788818
	Iteration 84Q: 3 clusters Score -626292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -626293.562500 Penalty: 841.788818
	Iteration 85Q: 3 clusters Score -626293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -626295.062500 Penalty: 841.788818
	Iteration 86Q: 3 clusters Score -626295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -626295.250000 Penalty: 841.788818
	Iteration 87Q: 3 clusters Score -626295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -626295.437500 Penalty: 841.788818
	Iteration 88Q: 3 clusters Score -626295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -626294.562500 Penalty: 841.788818
	Iteration 89Q: 3 clusters Score -626294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -626296.312500 Penalty: 841.788818
	Iteration 90Q: 3 clusters Score -626296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -626295.062500 Penalty: 841.788818
	Iteration 91Q: 3 clusters Score -626295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -626295.937500 Penalty: 841.788818
	Iteration 92Q: 3 clusters Score -626295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -626296.562500 Penalty: 841.788818
	Iteration 93Q: 3 clusters Score -626296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -626296.562500 Penalty: 841.788818
	Iteration 94F: 3 clusters Score -626296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -245125.093750 Penalty: 378.657867
	Iteration 0F: 2 clusters Score -245125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -242273.500000 Penalty: 757.315735
	Iteration 0F: 3 clusters Score -242273.5 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -243337.640625 Penalty: 757.315735
	Iteration 1F: 3 clusters Score -243337.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -243476.625000 Penalty: 757.315735
	Iteration 2F: 3 clusters Score -243476.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -243617.718750 Penalty: 757.315735
	Iteration 3F: 3 clusters Score -243617.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -243805.765625 Penalty: 757.315735
	Iteration 4F: 3 clusters Score -243805.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -244044.812500 Penalty: 757.315735
	Iteration 5F: 3 clusters Score -244044.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -244277.468750 Penalty: 757.315735
	Iteration 6F: 3 clusters Score -244277.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -244473.890625 Penalty: 757.315735
	Iteration 7Q: 3 clusters Score -244473.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -244595.984375 Penalty: 757.315735
	Iteration 8Q: 3 clusters Score -244596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -244666.250000 Penalty: 757.315735
	Iteration 9Q: 3 clusters Score -244666.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -244718.968750 Penalty: 757.315735
	Iteration 10Q: 3 clusters Score -244719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -244743.921875 Penalty: 757.315735
	Iteration 11Q: 3 clusters Score -244743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -244756.750000 Penalty: 757.315735
	Iteration 12Q: 3 clusters Score -244756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -244763.656250 Penalty: 757.315735
	Iteration 13Q: 3 clusters Score -244763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -244765.484375 Penalty: 757.315735
	Iteration 14Q: 3 clusters Score -244765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -244767.515625 Penalty: 757.315735
	Iteration 15Q: 3 clusters Score -244767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -244769.734375 Penalty: 757.315735
	Iteration 16Q: 3 clusters Score -244769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -244775.765625 Penalty: 757.315735
	Iteration 17Q: 3 clusters Score -244775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -244781.921875 Penalty: 757.315735
	Iteration 18Q: 3 clusters Score -244781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -244784.875000 Penalty: 757.315735
	Iteration 19Q: 3 clusters Score -244784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -244789.468750 Penalty: 757.315735
	Iteration 20F: 3 clusters Score -244789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -244792.843750 Penalty: 757.315735
	Iteration 21Q: 3 clusters Score -244792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -244795.203125 Penalty: 757.315735
	Iteration 22Q: 3 clusters Score -244795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -244796.734375 Penalty: 757.315735
	Iteration 23Q: 3 clusters Score -244796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -244800.156250 Penalty: 757.315735
	Iteration 24Q: 3 clusters Score -244800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -244802.796875 Penalty: 757.315735
	Iteration 25Q: 3 clusters Score -244802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -244804.906250 Penalty: 757.315735
	Iteration 26Q: 3 clusters Score -244804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -244810.140625 Penalty: 757.315735
	Iteration 27Q: 3 clusters Score -244810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -244817.093750 Penalty: 757.315735
	Iteration 28Q: 3 clusters Score -244817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -244819.781250 Penalty: 757.315735
	Iteration 29Q: 3 clusters Score -244819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -244820.031250 Penalty: 757.315735
	Iteration 30Q: 3 clusters Score -244820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -244820.031250 Penalty: 757.315735
	Iteration 31F: 3 clusters Score -244820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -25056.009766 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -25056.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24584.140625 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -24584.14 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24707.474609 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -24707.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24759.333984 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -24759.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24794.718750 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -24794.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24815.486328 Penalty: 563.132019
	Iteration 4F: 3 clusters Score -24815.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24836.390625 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -24836.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24849.919922 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -24849.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24869.785156 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -24869.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24895.898438 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -24895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24906.564453 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -24906.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24915.126953 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -24915.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24920.238281 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -24920.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24926.005859 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -24926.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24927.380859 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -24927.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24928.500000 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -24928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24933.517578 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -24933.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24938.503906 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -24938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24943.710938 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -24943.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24948.218750 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -24948.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24952.085938 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -24952.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24955.208984 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -24955.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24957.285156 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -24957.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24957.910156 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -24957.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24958.283203 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -24958.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24958.798828 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -24958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24960.326172 Penalty: 563.132019
	Iteration 25Q: 3 clusters Score -24960.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24960.326172 Penalty: 563.132019
	Iteration 26F: 3 clusters Score -24960.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 100582 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26864 members 
Mstep: Class 6 contains 31377 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 12776 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 44325 members 
Mstep: Class 13 contains 86371 members 
Mstep: Class 14 contains 42894 members 
Mstep: Class 15 contains 42265 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 2702 members 
Mstep: Class 24 contains 40323 members 
Mstep: Class 25 contains 4090 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 77809 members 
Mstep: Class 30 contains 25961 members 
Mstep: Class 31 contains 37550 members 
Mstep: Class 32 contains 10409 members 
Mstep: Class 33 contains 4114 members 
Mstep: Class 34 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233012.000000 Penalty: 20201.414062
Iteration 159Q: 34 clusters Score -4.223301e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 99602 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 31116 members 
Mstep: Class 7 contains 43900 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 45375 members 
Mstep: Class 13 contains 86772 members 
Mstep: Class 14 contains 42912 members 
Mstep: Class 15 contains 42246 members 
Mstep: Class 16 contains 24809 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 461 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 40361 members 
Mstep: Class 25 contains 4110 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 77576 members 
Mstep: Class 30 contains 25995 members 
Mstep: Class 31 contains 37656 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 4116 members 
Mstep: Class 34 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233828.000000 Penalty: 20201.414062
Iteration 160F: 34 clusters Score -4.223383e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 98755 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26930 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 43893 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 12657 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 46306 members 
Mstep: Class 13 contains 87210 members 
Mstep: Class 14 contains 42905 members 
Mstep: Class 15 contains 42223 members 
Mstep: Class 16 contains 24645 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 461 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 12011 members 
Mstep: Class 24 contains 40345 members 
Mstep: Class 25 contains 4107 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3448 members 
Mstep: Class 28 contains 77330 members 
Mstep: Class 30 contains 26021 members 
Mstep: Class 31 contains 37749 members 
Mstep: Class 32 contains 10307 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234364.000000 Penalty: 20201.414062
Iteration 161Q: 34 clusters Score -4.223436e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 98006 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26963 members 
Mstep: Class 6 contains 30566 members 
Mstep: Class 7 contains 43862 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 12601 members 
Mstep: Class 11 contains 1836 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 87582 members 
Mstep: Class 14 contains 42910 members 
Mstep: Class 15 contains 42177 members 
Mstep: Class 16 contains 24485 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 462 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 12212 members 
Mstep: Class 24 contains 40341 members 
Mstep: Class 25 contains 4110 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 77046 members 
Mstep: Class 30 contains 26065 members 
Mstep: Class 31 contains 37848 members 
Mstep: Class 32 contains 10191 members 
Mstep: Class 33 contains 4140 members 
Mstep: Class 34 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234820.000000 Penalty: 20201.414062
Iteration 162Q: 34 clusters Score -4.223482e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 97226 members 
Mstep: Class 3 contains 1984 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 26987 members 
Mstep: Class 6 contains 30346 members 
Mstep: Class 7 contains 43848 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 48217 members 
Mstep: Class 13 contains 87916 members 
Mstep: Class 14 contains 42909 members 
Mstep: Class 15 contains 42170 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 462 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 12368 members 
Mstep: Class 24 contains 40356 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3472 members 
Mstep: Class 28 contains 76789 members 
Mstep: Class 30 contains 26066 members 
Mstep: Class 31 contains 37957 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 4151 members 
Mstep: Class 34 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235372.000000 Penalty: 20201.414062
Iteration 163Q: 34 clusters Score -4.223537e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 96474 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 30170 members 
Mstep: Class 7 contains 43826 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 3508 members 
Mstep: Class 10 contains 12458 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 49142 members 
Mstep: Class 13 contains 88205 members 
Mstep: Class 14 contains 42914 members 
Mstep: Class 15 contains 42160 members 
Mstep: Class 16 contains 24202 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 2195 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 463 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 12511 members 
Mstep: Class 24 contains 40369 members 
Mstep: Class 25 contains 4126 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 76538 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 38081 members 
Mstep: Class 32 contains 10034 members 
Mstep: Class 33 contains 4161 members 
Mstep: Class 34 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235968.000000 Penalty: 20201.414062
Iteration 164Q: 34 clusters Score -4.223597e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95789 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27035 members 
Mstep: Class 6 contains 29993 members 
Mstep: Class 7 contains 43818 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 3470 members 
Mstep: Class 10 contains 12376 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 50074 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 42921 members 
Mstep: Class 15 contains 42147 members 
Mstep: Class 16 contains 24078 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 464 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 40368 members 
Mstep: Class 25 contains 4135 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3483 members 
Mstep: Class 28 contains 76258 members 
Mstep: Class 30 contains 26040 members 
Mstep: Class 31 contains 38186 members 
Mstep: Class 32 contains 9976 members 
Mstep: Class 33 contains 4171 members 
Mstep: Class 34 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236316.000000 Penalty: 20201.414062
Iteration 165Q: 34 clusters Score -4.223632e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 95158 members 
Mstep: Class 3 contains 1915 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27043 members 
Mstep: Class 6 contains 29835 members 
Mstep: Class 7 contains 43813 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 12310 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 50955 members 
Mstep: Class 13 contains 88758 members 
Mstep: Class 14 contains 42923 members 
Mstep: Class 15 contains 42131 members 
Mstep: Class 16 contains 23981 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 12727 members 
Mstep: Class 24 contains 40354 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3488 members 
Mstep: Class 28 contains 75975 members 
Mstep: Class 30 contains 26029 members 
Mstep: Class 31 contains 38294 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 4172 members 
Mstep: Class 34 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236824.000000 Penalty: 20201.414062
Iteration 166Q: 34 clusters Score -4.223682e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 94443 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27046 members 
Mstep: Class 6 contains 29706 members 
Mstep: Class 7 contains 43781 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 12238 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 51887 members 
Mstep: Class 13 contains 89092 members 
Mstep: Class 14 contains 42929 members 
Mstep: Class 15 contains 42102 members 
Mstep: Class 16 contains 23912 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 40357 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 3500 members 
Mstep: Class 28 contains 75653 members 
Mstep: Class 30 contains 26028 members 
Mstep: Class 31 contains 38396 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 4168 members 
Mstep: Class 34 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237332.000000 Penalty: 20201.414062
Iteration 167Q: 34 clusters Score -4.223733e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93640 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27046 members 
Mstep: Class 6 contains 29580 members 
Mstep: Class 7 contains 43765 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 12174 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 52874 members 
Mstep: Class 13 contains 89366 members 
Mstep: Class 14 contains 42928 members 
Mstep: Class 15 contains 42082 members 
Mstep: Class 16 contains 23829 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 12948 members 
Mstep: Class 24 contains 40335 members 
Mstep: Class 25 contains 4155 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 75421 members 
Mstep: Class 30 contains 26021 members 
Mstep: Class 31 contains 38484 members 
Mstep: Class 32 contains 9818 members 
Mstep: Class 33 contains 4170 members 
Mstep: Class 34 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237900.000000 Penalty: 20201.414062
Iteration 168Q: 34 clusters Score -4.22379e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 92909 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27053 members 
Mstep: Class 6 contains 29482 members 
Mstep: Class 7 contains 43740 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 12131 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 53861 members 
Mstep: Class 13 contains 89587 members 
Mstep: Class 14 contains 42923 members 
Mstep: Class 15 contains 42073 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 480 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 40301 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 3513 members 
Mstep: Class 28 contains 75138 members 
Mstep: Class 30 contains 26003 members 
Mstep: Class 31 contains 38556 members 
Mstep: Class 32 contains 9773 members 
Mstep: Class 33 contains 4179 members 
Mstep: Class 34 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238120.000000 Penalty: 20201.414062
Iteration 169Q: 34 clusters Score -4.223812e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 92190 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27069 members 
Mstep: Class 6 contains 29407 members 
Mstep: Class 7 contains 43721 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 54901 members 
Mstep: Class 13 contains 89766 members 
Mstep: Class 14 contains 42922 members 
Mstep: Class 15 contains 42074 members 
Mstep: Class 16 contains 23614 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 485 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 40280 members 
Mstep: Class 25 contains 4159 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 74847 members 
Mstep: Class 30 contains 25970 members 
Mstep: Class 31 contains 38591 members 
Mstep: Class 32 contains 9720 members 
Mstep: Class 33 contains 4186 members 
Mstep: Class 34 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238636.000000 Penalty: 20201.414062
Iteration 170Q: 34 clusters Score -4.223864e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 91480 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27087 members 
Mstep: Class 6 contains 29344 members 
Mstep: Class 7 contains 43695 members 
Mstep: Class 8 contains 3389 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 12022 members 
Mstep: Class 11 contains 1667 members 
Mstep: Class 12 contains 55914 members 
Mstep: Class 13 contains 89942 members 
Mstep: Class 14 contains 42927 members 
Mstep: Class 15 contains 42071 members 
Mstep: Class 16 contains 23505 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 13307 members 
Mstep: Class 24 contains 40243 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3521 members 
Mstep: Class 28 contains 74577 members 
Mstep: Class 30 contains 25921 members 
Mstep: Class 31 contains 38633 members 
Mstep: Class 32 contains 9691 members 
Mstep: Class 33 contains 4185 members 
Mstep: Class 34 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238924.000000 Penalty: 20201.414062
Iteration 171Q: 34 clusters Score -4.223892e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 90752 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27102 members 
Mstep: Class 6 contains 29307 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 11961 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 12 contains 56874 members 
Mstep: Class 13 contains 90071 members 
Mstep: Class 14 contains 42928 members 
Mstep: Class 15 contains 42080 members 
Mstep: Class 16 contains 23388 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 13432 members 
Mstep: Class 24 contains 40221 members 
Mstep: Class 25 contains 4158 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3523 members 
Mstep: Class 28 contains 74410 members 
Mstep: Class 30 contains 25861 members 
Mstep: Class 31 contains 38660 members 
Mstep: Class 32 contains 9662 members 
Mstep: Class 33 contains 4187 members 
Mstep: Class 34 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239092.000000 Penalty: 20201.414062
Iteration 172Q: 34 clusters Score -4.223909e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 90093 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 29283 members 
Mstep: Class 7 contains 43668 members 
Mstep: Class 8 contains 3398 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 11900 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 57757 members 
Mstep: Class 13 contains 90142 members 
Mstep: Class 14 contains 42941 members 
Mstep: Class 15 contains 42081 members 
Mstep: Class 16 contains 23246 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 13560 members 
Mstep: Class 24 contains 40190 members 
Mstep: Class 25 contains 4158 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 74302 members 
Mstep: Class 30 contains 25796 members 
Mstep: Class 31 contains 38687 members 
Mstep: Class 32 contains 9631 members 
Mstep: Class 33 contains 4188 members 
Mstep: Class 34 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239400.000000 Penalty: 20201.414062
Iteration 173Q: 34 clusters Score -4.22394e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 89456 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27151 members 
Mstep: Class 6 contains 29271 members 
Mstep: Class 7 contains 43676 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 11848 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 58606 members 
Mstep: Class 13 contains 90202 members 
Mstep: Class 14 contains 42953 members 
Mstep: Class 15 contains 42087 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 2087 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 13681 members 
Mstep: Class 24 contains 40134 members 
Mstep: Class 25 contains 4156 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 74217 members 
Mstep: Class 30 contains 25734 members 
Mstep: Class 31 contains 38730 members 
Mstep: Class 32 contains 9606 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239732.000000 Penalty: 20201.414062
Iteration 174Q: 34 clusters Score -4.223973e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 88847 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27166 members 
Mstep: Class 6 contains 29234 members 
Mstep: Class 7 contains 43686 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 11793 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 90212 members 
Mstep: Class 14 contains 42963 members 
Mstep: Class 15 contains 42113 members 
Mstep: Class 16 contains 22965 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 13811 members 
Mstep: Class 24 contains 40102 members 
Mstep: Class 25 contains 4151 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3523 members 
Mstep: Class 28 contains 74150 members 
Mstep: Class 30 contains 25673 members 
Mstep: Class 31 contains 38776 members 
Mstep: Class 32 contains 9572 members 
Mstep: Class 33 contains 4196 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239848.000000 Penalty: 20201.414062
Iteration 175Q: 34 clusters Score -4.223985e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 88296 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27183 members 
Mstep: Class 6 contains 29213 members 
Mstep: Class 7 contains 43697 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 11736 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 60213 members 
Mstep: Class 13 contains 90212 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 15 contains 42125 members 
Mstep: Class 16 contains 22817 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 2075 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 13924 members 
Mstep: Class 24 contains 40080 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 74064 members 
Mstep: Class 30 contains 25635 members 
Mstep: Class 31 contains 38814 members 
Mstep: Class 32 contains 9542 members 
Mstep: Class 33 contains 4195 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240116.000000 Penalty: 20201.414062
Iteration 176Q: 34 clusters Score -4.224012e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 87833 members 
Mstep: Class 3 contains 1752 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27198 members 
Mstep: Class 6 contains 29189 members 
Mstep: Class 7 contains 43725 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 11668 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 60942 members 
Mstep: Class 13 contains 90165 members 
Mstep: Class 14 contains 42989 members 
Mstep: Class 15 contains 42148 members 
Mstep: Class 16 contains 22682 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 14034 members 
Mstep: Class 24 contains 40059 members 
Mstep: Class 25 contains 4151 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 73964 members 
Mstep: Class 30 contains 25585 members 
Mstep: Class 31 contains 38872 members 
Mstep: Class 32 contains 9528 members 
Mstep: Class 33 contains 4197 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240464.000000 Penalty: 20201.414062
Iteration 177Q: 34 clusters Score -4.224046e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 87402 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27212 members 
Mstep: Class 6 contains 29186 members 
Mstep: Class 7 contains 43734 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 11603 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 90120 members 
Mstep: Class 14 contains 42982 members 
Mstep: Class 15 contains 42169 members 
Mstep: Class 16 contains 22548 members 
Mstep: Class 17 contains 3738 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 495 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14130 members 
Mstep: Class 24 contains 40040 members 
Mstep: Class 25 contains 4147 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3523 members 
Mstep: Class 28 contains 73860 members 
Mstep: Class 30 contains 25517 members 
Mstep: Class 31 contains 38943 members 
Mstep: Class 32 contains 9519 members 
Mstep: Class 33 contains 4204 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 34 clusters Score -4.224058e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 86956 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27222 members 
Mstep: Class 6 contains 29188 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 62411 members 
Mstep: Class 13 contains 90015 members 
Mstep: Class 14 contains 42981 members 
Mstep: Class 15 contains 42195 members 
Mstep: Class 16 contains 22426 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 14230 members 
Mstep: Class 24 contains 40013 members 
Mstep: Class 25 contains 4145 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3522 members 
Mstep: Class 28 contains 73785 members 
Mstep: Class 30 contains 25460 members 
Mstep: Class 31 contains 39010 members 
Mstep: Class 32 contains 9500 members 
Mstep: Class 33 contains 4208 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240604.000000 Penalty: 20201.414062
Iteration 179Q: 34 clusters Score -4.22406e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 86534 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27226 members 
Mstep: Class 6 contains 29189 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 63110 members 
Mstep: Class 13 contains 89895 members 
Mstep: Class 14 contains 42982 members 
Mstep: Class 15 contains 42236 members 
Mstep: Class 16 contains 22301 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 14322 members 
Mstep: Class 24 contains 40004 members 
Mstep: Class 25 contains 4147 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 73747 members 
Mstep: Class 30 contains 25384 members 
Mstep: Class 31 contains 39059 members 
Mstep: Class 32 contains 9487 members 
Mstep: Class 33 contains 4216 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240784.000000 Penalty: 20201.414062
Iteration 180F: 34 clusters Score -4.224078e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 86095 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27240 members 
Mstep: Class 6 contains 29205 members 
Mstep: Class 7 contains 43750 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 89801 members 
Mstep: Class 14 contains 42971 members 
Mstep: Class 15 contains 42277 members 
Mstep: Class 16 contains 22169 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 14429 members 
Mstep: Class 24 contains 39996 members 
Mstep: Class 25 contains 4137 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 73695 members 
Mstep: Class 30 contains 25309 members 
Mstep: Class 31 contains 39110 members 
Mstep: Class 32 contains 9468 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
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Iteration 181Q: 34 clusters Score -4.224101e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 85624 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27248 members 
Mstep: Class 6 contains 29246 members 
Mstep: Class 7 contains 43762 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 11335 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 64536 members 
Mstep: Class 13 contains 89698 members 
Mstep: Class 14 contains 42960 members 
Mstep: Class 15 contains 42295 members 
Mstep: Class 16 contains 22066 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 39989 members 
Mstep: Class 25 contains 4123 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 73652 members 
Mstep: Class 30 contains 25265 members 
Mstep: Class 31 contains 39134 members 
Mstep: Class 32 contains 9442 members 
Mstep: Class 33 contains 4225 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241260.000000 Penalty: 20201.414062
Iteration 182Q: 34 clusters Score -4.224126e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 85151 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27263 members 
Mstep: Class 6 contains 29259 members 
Mstep: Class 7 contains 43782 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 65188 members 
Mstep: Class 13 contains 89605 members 
Mstep: Class 14 contains 42957 members 
Mstep: Class 15 contains 42291 members 
Mstep: Class 16 contains 21957 members 
Mstep: Class 17 contains 3737 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 14647 members 
Mstep: Class 24 contains 39966 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3534 members 
Mstep: Class 28 contains 73670 members 
Mstep: Class 30 contains 25237 members 
Mstep: Class 31 contains 39145 members 
Mstep: Class 32 contains 9418 members 
Mstep: Class 33 contains 4221 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241420.000000 Penalty: 20201.414062
Iteration 183Q: 34 clusters Score -4.224142e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 84710 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27283 members 
Mstep: Class 6 contains 29251 members 
Mstep: Class 7 contains 43815 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 11268 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 65801 members 
Mstep: Class 13 contains 89498 members 
Mstep: Class 14 contains 42945 members 
Mstep: Class 15 contains 42290 members 
Mstep: Class 16 contains 21852 members 
Mstep: Class 17 contains 3738 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 14750 members 
Mstep: Class 24 contains 39953 members 
Mstep: Class 25 contains 4106 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3531 members 
Mstep: Class 28 contains 73729 members 
Mstep: Class 30 contains 25199 members 
Mstep: Class 31 contains 39170 members 
Mstep: Class 32 contains 9394 members 
Mstep: Class 33 contains 4220 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241584.000000 Penalty: 20201.414062
Iteration 184Q: 34 clusters Score -4.224158e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84298 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27298 members 
Mstep: Class 6 contains 29248 members 
Mstep: Class 7 contains 43853 members 
Mstep: Class 8 contains 3397 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 11220 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 66397 members 
Mstep: Class 13 contains 89355 members 
Mstep: Class 14 contains 42935 members 
Mstep: Class 15 contains 42288 members 
Mstep: Class 16 contains 21754 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 14845 members 
Mstep: Class 24 contains 39949 members 
Mstep: Class 25 contains 4104 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 73784 members 
Mstep: Class 30 contains 25176 members 
Mstep: Class 31 contains 39202 members 
Mstep: Class 32 contains 9370 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
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Iteration 185Q: 34 clusters Score -4.224172e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 83867 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27312 members 
Mstep: Class 6 contains 29239 members 
Mstep: Class 7 contains 43883 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 66955 members 
Mstep: Class 13 contains 89211 members 
Mstep: Class 14 contains 42931 members 
Mstep: Class 15 contains 42281 members 
Mstep: Class 16 contains 21655 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 14955 members 
Mstep: Class 24 contains 39926 members 
Mstep: Class 25 contains 4101 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 73888 members 
Mstep: Class 30 contains 25159 members 
Mstep: Class 31 contains 39216 members 
Mstep: Class 32 contains 9352 members 
Mstep: Class 33 contains 4208 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -4.224196e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 83481 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27327 members 
Mstep: Class 6 contains 29218 members 
Mstep: Class 7 contains 43907 members 
Mstep: Class 8 contains 3397 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 67495 members 
Mstep: Class 13 contains 89090 members 
Mstep: Class 14 contains 42924 members 
Mstep: Class 15 contains 42261 members 
Mstep: Class 16 contains 21569 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 15066 members 
Mstep: Class 24 contains 39911 members 
Mstep: Class 25 contains 4101 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 73941 members 
Mstep: Class 30 contains 25144 members 
Mstep: Class 31 contains 39229 members 
Mstep: Class 32 contains 9329 members 
Mstep: Class 33 contains 4202 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -4.224212e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 83139 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27348 members 
Mstep: Class 6 contains 29208 members 
Mstep: Class 7 contains 43934 members 
Mstep: Class 8 contains 3398 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 67994 members 
Mstep: Class 13 contains 88969 members 
Mstep: Class 14 contains 42917 members 
Mstep: Class 15 contains 42259 members 
Mstep: Class 16 contains 21483 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 497 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 39877 members 
Mstep: Class 25 contains 4099 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 74014 members 
Mstep: Class 30 contains 25110 members 
Mstep: Class 31 contains 39232 members 
Mstep: Class 32 contains 9308 members 
Mstep: Class 33 contains 4192 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
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Iteration 188Q: 34 clusters Score -4.224208e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 82858 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27366 members 
Mstep: Class 6 contains 29202 members 
Mstep: Class 7 contains 43955 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 68484 members 
Mstep: Class 13 contains 88872 members 
Mstep: Class 14 contains 42908 members 
Mstep: Class 15 contains 42258 members 
Mstep: Class 16 contains 21394 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 15280 members 
Mstep: Class 24 contains 39838 members 
Mstep: Class 25 contains 4098 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 74045 members 
Mstep: Class 30 contains 25068 members 
Mstep: Class 31 contains 39225 members 
Mstep: Class 32 contains 9276 members 
Mstep: Class 33 contains 4182 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242232.000000 Penalty: 20201.414062
Iteration 189Q: 34 clusters Score -4.224223e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 82584 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27386 members 
Mstep: Class 6 contains 29171 members 
Mstep: Class 7 contains 43977 members 
Mstep: Class 8 contains 3407 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 68944 members 
Mstep: Class 13 contains 88777 members 
Mstep: Class 14 contains 42905 members 
Mstep: Class 15 contains 42269 members 
Mstep: Class 16 contains 21294 members 
Mstep: Class 17 contains 3729 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 15390 members 
Mstep: Class 24 contains 39812 members 
Mstep: Class 25 contains 4097 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 74083 members 
Mstep: Class 30 contains 25022 members 
Mstep: Class 31 contains 39221 members 
Mstep: Class 32 contains 9261 members 
Mstep: Class 33 contains 4169 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242364.000000 Penalty: 20201.414062
Iteration 190Q: 34 clusters Score -4.224236e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 82375 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27401 members 
Mstep: Class 6 contains 29138 members 
Mstep: Class 7 contains 43983 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 69373 members 
Mstep: Class 13 contains 88657 members 
Mstep: Class 14 contains 42904 members 
Mstep: Class 15 contains 42274 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 15504 members 
Mstep: Class 24 contains 39802 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 74096 members 
Mstep: Class 30 contains 24983 members 
Mstep: Class 31 contains 39224 members 
Mstep: Class 32 contains 9244 members 
Mstep: Class 33 contains 4155 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242572.000000 Penalty: 20201.414062
Iteration 191Q: 34 clusters Score -4.224257e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 82207 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27411 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 43999 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 11086 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 69811 members 
Mstep: Class 13 contains 88519 members 
Mstep: Class 14 contains 42897 members 
Mstep: Class 15 contains 42280 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 39791 members 
Mstep: Class 25 contains 4090 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 74069 members 
Mstep: Class 30 contains 24945 members 
Mstep: Class 31 contains 39223 members 
Mstep: Class 32 contains 9224 members 
Mstep: Class 33 contains 4144 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242668.000000 Penalty: 20201.414062
Iteration 192Q: 34 clusters Score -4.224267e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 81989 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27416 members 
Mstep: Class 6 contains 29101 members 
Mstep: Class 7 contains 44008 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 70262 members 
Mstep: Class 13 contains 88408 members 
Mstep: Class 14 contains 42889 members 
Mstep: Class 15 contains 42280 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 2410 members 
Mstep: Class 23 contains 15747 members 
Mstep: Class 24 contains 39784 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3533 members 
Mstep: Class 28 contains 74039 members 
Mstep: Class 30 contains 24920 members 
Mstep: Class 31 contains 39226 members 
Mstep: Class 32 contains 9206 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242668.000000 Penalty: 20201.414062
Iteration 193Q: 34 clusters Score -4.224267e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 81749 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27424 members 
Mstep: Class 6 contains 29073 members 
Mstep: Class 7 contains 44027 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 11049 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 70693 members 
Mstep: Class 13 contains 88333 members 
Mstep: Class 14 contains 42882 members 
Mstep: Class 15 contains 42280 members 
Mstep: Class 16 contains 20935 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1141 members 
Mstep: Class 22 contains 2382 members 
Mstep: Class 23 contains 15874 members 
Mstep: Class 24 contains 39798 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3531 members 
Mstep: Class 28 contains 74003 members 
Mstep: Class 30 contains 24894 members 
Mstep: Class 31 contains 39212 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 4112 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242684.000000 Penalty: 20201.414062
Iteration 194Q: 34 clusters Score -4.224268e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 81543 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27431 members 
Mstep: Class 6 contains 29064 members 
Mstep: Class 7 contains 44058 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 1419 members 
Mstep: Class 12 contains 71123 members 
Mstep: Class 13 contains 88236 members 
Mstep: Class 14 contains 42879 members 
Mstep: Class 15 contains 42280 members 
Mstep: Class 16 contains 20875 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 16006 members 
Mstep: Class 24 contains 39789 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3527 members 
Mstep: Class 28 contains 73956 members 
Mstep: Class 30 contains 24862 members 
Mstep: Class 31 contains 39195 members 
Mstep: Class 32 contains 9161 members 
Mstep: Class 33 contains 4094 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242688.000000 Penalty: 20201.414062
Iteration 195Q: 34 clusters Score -4.224269e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 81290 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27438 members 
Mstep: Class 6 contains 29027 members 
Mstep: Class 7 contains 44092 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 11022 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 12 contains 71561 members 
Mstep: Class 13 contains 88135 members 
Mstep: Class 14 contains 42870 members 
Mstep: Class 15 contains 42284 members 
Mstep: Class 16 contains 20819 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 2324 members 
Mstep: Class 23 contains 16132 members 
Mstep: Class 24 contains 39775 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 73928 members 
Mstep: Class 30 contains 24837 members 
Mstep: Class 31 contains 39188 members 
Mstep: Class 32 contains 9150 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242820.000000 Penalty: 20201.414062
Iteration 196Q: 34 clusters Score -4.224282e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 81064 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27448 members 
Mstep: Class 6 contains 29030 members 
Mstep: Class 7 contains 44108 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 11022 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 71953 members 
Mstep: Class 13 contains 88042 members 
Mstep: Class 14 contains 42866 members 
Mstep: Class 15 contains 42297 members 
Mstep: Class 16 contains 20764 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1144 members 
Mstep: Class 22 contains 2305 members 
Mstep: Class 23 contains 16251 members 
Mstep: Class 24 contains 39757 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 73909 members 
Mstep: Class 30 contains 24807 members 
Mstep: Class 31 contains 39164 members 
Mstep: Class 32 contains 9145 members 
Mstep: Class 33 contains 4055 members 
Mstep: Class 34 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242888.000000 Penalty: 20201.414062
Iteration 197Q: 34 clusters Score -4.224289e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 80845 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27448 members 
Mstep: Class 6 contains 29042 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 11013 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 72352 members 
Mstep: Class 13 contains 87963 members 
Mstep: Class 14 contains 42855 members 
Mstep: Class 15 contains 42316 members 
Mstep: Class 16 contains 20696 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 16362 members 
Mstep: Class 24 contains 39738 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 73894 members 
Mstep: Class 30 contains 24772 members 
Mstep: Class 31 contains 39135 members 
Mstep: Class 32 contains 9145 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243056.000000 Penalty: 20201.414062
Iteration 198Q: 34 clusters Score -4.224306e+07 nChanged 1636
Entering ConstructFrom: 
Score: -42243056.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -38918.347656 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -38918.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38360.875000 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -38360.88 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38501.500000 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -38501.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38533.851562 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -38533.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38550.195312 Penalty: 581.968811
	Iteration 3Q: 3 clusters Score -38550.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38569.417969 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -38569.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38583.933594 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -38583.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38589.093750 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -38589.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38596.484375 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -38596.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38599.449219 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -38599.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38601.144531 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -38601.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38602.097656 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -38602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38602.410156 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -38602.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38603.542969 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -38603.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38603.812500 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -38603.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38603.812500 Penalty: 581.968811
	Iteration 14F: 3 clusters Score -38603.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Entering Unmasked Estep 
Score: -5090779.500000 Penalty: 514.051575
	Iteration 0F: 2 clusters Score -5090780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5036949.000000 Penalty: 1028.103149
	Iteration 0F: 3 clusters Score -5036949 nChanged 39492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -5061786.500000 Penalty: 1028.103149
	Iteration 1F: 3 clusters Score -5061786 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5064006.500000 Penalty: 1028.103149
	Iteration 2F: 3 clusters Score -5064006 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -5067410.500000 Penalty: 1028.103149
	Iteration 3F: 3 clusters Score -5067410 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -5071862.000000 Penalty: 1028.103149
	Iteration 4F: 3 clusters Score -5071862 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -5075989.500000 Penalty: 1028.103149
	Iteration 5F: 3 clusters Score -5075990 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -5078161.500000 Penalty: 1028.103149
	Iteration 6F: 3 clusters Score -5078162 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -5079043.000000 Penalty: 1028.103149
	Iteration 7Q: 3 clusters Score -5079043 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -5079590.000000 Penalty: 1028.103149
	Iteration 8Q: 3 clusters Score -5079590 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -5080176.500000 Penalty: 1028.103149
	Iteration 9Q: 3 clusters Score -5080176 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5080788.000000 Penalty: 1028.103149
	Iteration 10Q: 3 clusters Score -5080788 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -5081445.000000 Penalty: 1028.103149
	Iteration 11Q: 3 clusters Score -5081445 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -5082145.000000 Penalty: 1028.103149
	Iteration 12Q: 3 clusters Score -5082145 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -5082891.500000 Penalty: 1028.103149
	Iteration 13Q: 3 clusters Score -5082892 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -5083602.000000 Penalty: 1028.103149
	Iteration 14Q: 3 clusters Score -5083602 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -5084336.000000 Penalty: 1028.103149
	Iteration 15Q: 3 clusters Score -5084336 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -5085157.500000 Penalty: 1028.103149
	Iteration 16Q: 3 clusters Score -5085158 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -5085861.000000 Penalty: 1028.103149
	Iteration 17Q: 3 clusters Score -5085861 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -5086482.000000 Penalty: 1028.103149
	Iteration 18Q: 3 clusters Score -5086482 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -5086992.000000 Penalty: 1028.103149
	Iteration 19Q: 3 clusters Score -5086992 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -5087565.000000 Penalty: 1028.103149
	Iteration 20F: 3 clusters Score -5087565 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -5088078.500000 Penalty: 1028.103149
	Iteration 21Q: 3 clusters Score -5088078 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -5088443.000000 Penalty: 1028.103149
	Iteration 22Q: 3 clusters Score -5088443 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -5088813.500000 Penalty: 1028.103149
	Iteration 23Q: 3 clusters Score -5088814 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -5089131.500000 Penalty: 1028.103149
	Iteration 24Q: 3 clusters Score -5089132 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -5089370.500000 Penalty: 1028.103149
	Iteration 25Q: 3 clusters Score -5089370 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -5089543.000000 Penalty: 1028.103149
	Iteration 26Q: 3 clusters Score -5089543 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -5089742.500000 Penalty: 1028.103149
	Iteration 27Q: 3 clusters Score -5089742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -5089896.500000 Penalty: 1028.103149
	Iteration 28Q: 3 clusters Score -5089896 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -5090015.000000 Penalty: 1028.103149
	Iteration 29Q: 3 clusters Score -5090015 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -5090096.500000 Penalty: 1028.103149
	Iteration 30Q: 3 clusters Score -5090096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -5090170.500000 Penalty: 1028.103149
	Iteration 31Q: 3 clusters Score -5090170 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -5090241.000000 Penalty: 1028.103149
	Iteration 32Q: 3 clusters Score -5090241 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -5090285.500000 Penalty: 1028.103149
	Iteration 33Q: 3 clusters Score -5090286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -5090306.000000 Penalty: 1028.103149
	Iteration 34Q: 3 clusters Score -5090306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -5090336.000000 Penalty: 1028.103149
	Iteration 35Q: 3 clusters Score -5090336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -5090330.000000 Penalty: 1028.103149
	Iteration 36Q: 3 clusters Score -5090330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -5090356.000000 Penalty: 1028.103149
	Iteration 37Q: 3 clusters Score -5090356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -5090364.000000 Penalty: 1028.103149
	Iteration 38Q: 3 clusters Score -5090364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -5090355.000000 Penalty: 1028.103149
	Iteration 39Q: 3 clusters Score -5090355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -5090355.500000 Penalty: 1028.103149
	Iteration 40F: 3 clusters Score -5090356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -5090359.000000 Penalty: 1028.103149
	Iteration 41Q: 3 clusters Score -5090359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -5090364.000000 Penalty: 1028.103149
	Iteration 42Q: 3 clusters Score -5090364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -5090363.000000 Penalty: 1028.103149
	Iteration 43Q: 3 clusters Score -5090363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -5090370.000000 Penalty: 1028.103149
	Iteration 44Q: 3 clusters Score -5090370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -5090369.500000 Penalty: 1028.103149
	Iteration 45Q: 3 clusters Score -5090370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -5090378.500000 Penalty: 1028.103149
	Iteration 46Q: 3 clusters Score -5090378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -5090377.000000 Penalty: 1028.103149
	Iteration 47Q: 3 clusters Score -5090377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -5090376.500000 Penalty: 1028.103149
	Iteration 48Q: 3 clusters Score -5090376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -5090377.000000 Penalty: 1028.103149
	Iteration 49Q: 3 clusters Score -5090377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -5090375.500000 Penalty: 1028.103149
	Iteration 50Q: 3 clusters Score -5090376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -5090375.500000 Penalty: 1028.103149
	Iteration 51Q: 3 clusters Score -5090376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -5090376.000000 Penalty: 1028.103149
	Iteration 52Q: 3 clusters Score -5090376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -5090372.500000 Penalty: 1028.103149
	Iteration 53Q: 3 clusters Score -5090372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -5090373.000000 Penalty: 1028.103149
	Iteration 54Q: 3 clusters Score -5090373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -5090380.500000 Penalty: 1028.103149
	Iteration 55Q: 3 clusters Score -5090380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -5090380.000000 Penalty: 1028.103149
	Iteration 56Q: 3 clusters Score -5090380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -5090382.000000 Penalty: 1028.103149
	Iteration 57Q: 3 clusters Score -5090382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -5090380.500000 Penalty: 1028.103149
	Iteration 58Q: 3 clusters Score -5090380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -5090380.500000 Penalty: 1028.103149
	Iteration 59Q: 3 clusters Score -5090380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -5090380.500000 Penalty: 1028.103149
	Iteration 60F: 3 clusters Score -5090380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -97568.625000 Penalty: 331.955933
	Iteration 0F: 2 clusters Score -97568.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -96463.695312 Penalty: 663.911865
	Iteration 0F: 3 clusters Score -96463.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -96789.640625 Penalty: 663.911865
	Iteration 1F: 3 clusters Score -96789.64 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96841.085938 Penalty: 663.911865
	Iteration 2F: 3 clusters Score -96841.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -96884.507812 Penalty: 663.911865
	Iteration 3F: 3 clusters Score -96884.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -96932.851562 Penalty: 663.911865
	Iteration 4F: 3 clusters Score -96932.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96966.929688 Penalty: 663.911865
	Iteration 5Q: 3 clusters Score -96966.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96997.757812 Penalty: 663.911865
	Iteration 6Q: 3 clusters Score -96997.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97031.421875 Penalty: 663.911865
	Iteration 7Q: 3 clusters Score -97031.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97064.570312 Penalty: 663.911865
	Iteration 8Q: 3 clusters Score -97064.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97089.914062 Penalty: 663.911865
	Iteration 9Q: 3 clusters Score -97089.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97119.257812 Penalty: 663.911865
	Iteration 10Q: 3 clusters Score -97119.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97154.484375 Penalty: 663.911865
	Iteration 11Q: 3 clusters Score -97154.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -97185.656250 Penalty: 663.911865
	Iteration 12Q: 3 clusters Score -97185.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -97197.039062 Penalty: 663.911865
	Iteration 13Q: 3 clusters Score -97197.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97203.101562 Penalty: 663.911865
	Iteration 14Q: 3 clusters Score -97203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -97207.335938 Penalty: 663.911865
	Iteration 15Q: 3 clusters Score -97207.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -97215.585938 Penalty: 663.911865
	Iteration 16Q: 3 clusters Score -97215.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97221.164062 Penalty: 663.911865
	Iteration 17Q: 3 clusters Score -97221.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -97224.593750 Penalty: 663.911865
	Iteration 18Q: 3 clusters Score -97224.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -97226.109375 Penalty: 663.911865
	Iteration 19Q: 3 clusters Score -97226.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -97227.539062 Penalty: 663.911865
	Iteration 20F: 3 clusters Score -97227.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -97228.976562 Penalty: 663.911865
	Iteration 21Q: 3 clusters Score -97228.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -97231.617188 Penalty: 663.911865
	Iteration 22Q: 3 clusters Score -97231.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -97234.968750 Penalty: 663.911865
	Iteration 23Q: 3 clusters Score -97234.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -97238.492188 Penalty: 663.911865
	Iteration 24Q: 3 clusters Score -97238.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -97240.750000 Penalty: 663.911865
	Iteration 25Q: 3 clusters Score -97240.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -97242.343750 Penalty: 663.911865
	Iteration 26Q: 3 clusters Score -97242.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -97243.851562 Penalty: 663.911865
	Iteration 27Q: 3 clusters Score -97243.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -97245.828125 Penalty: 663.911865
	Iteration 28Q: 3 clusters Score -97245.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -97246.585938 Penalty: 663.911865
	Iteration 29Q: 3 clusters Score -97246.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -97246.585938 Penalty: 663.911865
	Iteration 30F: 3 clusters Score -97246.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -5930.696289 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -5930.696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5724.900879 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -5724.901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5854.040527 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -5854.041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5869.971191 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -5869.971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5871.184570 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -5871.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5871.184570 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -5871.185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Entering Unmasked Estep 
Score: -1794720.750000 Penalty: 465.023804
	Iteration 0F: 2 clusters Score -1794721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1776554.125000 Penalty: 930.047607
	Iteration 0F: 3 clusters Score -1776554 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1784111.500000 Penalty: 930.047607
	Iteration 1F: 3 clusters Score -1784112 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1784594.625000 Penalty: 930.047607
	Iteration 2Q: 3 clusters Score -1784595 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1785368.125000 Penalty: 930.047607
	Iteration 3Q: 3 clusters Score -1785368 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1786533.250000 Penalty: 930.047607
	Iteration 4F: 3 clusters Score -1786533 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1788053.250000 Penalty: 930.047607
	Iteration 5F: 3 clusters Score -1788053 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1789360.500000 Penalty: 930.047607
	Iteration 6F: 3 clusters Score -1789360 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1790036.875000 Penalty: 930.047607
	Iteration 7Q: 3 clusters Score -1790037 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1790295.750000 Penalty: 930.047607
	Iteration 8Q: 3 clusters Score -1790296 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1790431.500000 Penalty: 930.047607
	Iteration 9Q: 3 clusters Score -1790432 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1790548.500000 Penalty: 930.047607
	Iteration 10Q: 3 clusters Score -1790548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1790646.125000 Penalty: 930.047607
	Iteration 11Q: 3 clusters Score -1790646 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1790735.125000 Penalty: 930.047607
	Iteration 12Q: 3 clusters Score -1790735 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1790831.125000 Penalty: 930.047607
	Iteration 13Q: 3 clusters Score -1790831 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1790932.625000 Penalty: 930.047607
	Iteration 14Q: 3 clusters Score -1790933 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1791027.625000 Penalty: 930.047607
	Iteration 15Q: 3 clusters Score -1791028 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1791115.625000 Penalty: 930.047607
	Iteration 16Q: 3 clusters Score -1791116 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1791201.875000 Penalty: 930.047607
	Iteration 17Q: 3 clusters Score -1791202 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1791267.125000 Penalty: 930.047607
	Iteration 18Q: 3 clusters Score -1791267 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1791346.500000 Penalty: 930.047607
	Iteration 19Q: 3 clusters Score -1791346 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1791439.000000 Penalty: 930.047607
	Iteration 20F: 3 clusters Score -1791439 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1791513.375000 Penalty: 930.047607
	Iteration 21Q: 3 clusters Score -1791513 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1791605.625000 Penalty: 930.047607
	Iteration 22Q: 3 clusters Score -1791606 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1791698.125000 Penalty: 930.047607
	Iteration 23Q: 3 clusters Score -1791698 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1791815.000000 Penalty: 930.047607
	Iteration 24Q: 3 clusters Score -1791815 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1791936.625000 Penalty: 930.047607
	Iteration 25Q: 3 clusters Score -1791937 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1792045.000000 Penalty: 930.047607
	Iteration 26Q: 3 clusters Score -1792045 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1792183.875000 Penalty: 930.047607
	Iteration 27Q: 3 clusters Score -1792184 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1792357.500000 Penalty: 930.047607
	Iteration 28Q: 3 clusters Score -1792358 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1792564.375000 Penalty: 930.047607
	Iteration 29Q: 3 clusters Score -1792564 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1792832.250000 Penalty: 930.047607
	Iteration 30Q: 3 clusters Score -1792832 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1793119.875000 Penalty: 930.047607
	Iteration 31Q: 3 clusters Score -1793120 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1793419.750000 Penalty: 930.047607
	Iteration 32Q: 3 clusters Score -1793420 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1793669.875000 Penalty: 930.047607
	Iteration 33Q: 3 clusters Score -1793670 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1793847.125000 Penalty: 930.047607
	Iteration 34Q: 3 clusters Score -1793847 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1793974.875000 Penalty: 930.047607
	Iteration 35Q: 3 clusters Score -1793975 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1794091.250000 Penalty: 930.047607
	Iteration 36Q: 3 clusters Score -1794091 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1794170.250000 Penalty: 930.047607
	Iteration 37Q: 3 clusters Score -1794170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1794228.125000 Penalty: 930.047607
	Iteration 38Q: 3 clusters Score -1794228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1794260.375000 Penalty: 930.047607
	Iteration 39Q: 3 clusters Score -1794260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1794287.500000 Penalty: 930.047607
	Iteration 40F: 3 clusters Score -1794288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1794307.375000 Penalty: 930.047607
	Iteration 41Q: 3 clusters Score -1794307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1794319.125000 Penalty: 930.047607
	Iteration 42Q: 3 clusters Score -1794319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1794327.125000 Penalty: 930.047607
	Iteration 43Q: 3 clusters Score -1794327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1794326.375000 Penalty: 930.047607
	Iteration 44Q: 3 clusters Score -1794326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1794328.500000 Penalty: 930.047607
	Iteration 45Q: 3 clusters Score -1794328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1794331.625000 Penalty: 930.047607
	Iteration 46Q: 3 clusters Score -1794332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1794333.250000 Penalty: 930.047607
	Iteration 47Q: 3 clusters Score -1794333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1794335.875000 Penalty: 930.047607
	Iteration 48Q: 3 clusters Score -1794336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1794339.000000 Penalty: 930.047607
	Iteration 49Q: 3 clusters Score -1794339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1794342.250000 Penalty: 930.047607
	Iteration 50Q: 3 clusters Score -1794342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1794342.250000 Penalty: 930.047607
	Iteration 51F: 3 clusters Score -1794342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Entering Unmasked Estep 
Score: -1881905.000000 Penalty: 467.575958
	Iteration 0F: 2 clusters Score -1881905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1862364.500000 Penalty: 935.151917
	Iteration 0F: 3 clusters Score -1862364 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1870294.875000 Penalty: 935.151917
	Iteration 1F: 3 clusters Score -1870295 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1870579.375000 Penalty: 935.151917
	Iteration 2Q: 3 clusters Score -1870579 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1870983.625000 Penalty: 935.151917
	Iteration 3Q: 3 clusters Score -1870984 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1871725.625000 Penalty: 935.151917
	Iteration 4F: 3 clusters Score -1871726 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1873164.000000 Penalty: 935.151917
	Iteration 5F: 3 clusters Score -1873164 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1875544.625000 Penalty: 935.151917
	Iteration 6F: 3 clusters Score -1875545 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1878303.500000 Penalty: 935.151917
	Iteration 7F: 3 clusters Score -1878304 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1880393.250000 Penalty: 935.151917
	Iteration 8F: 3 clusters Score -1880393 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1881226.125000 Penalty: 935.151917
	Iteration 9Q: 3 clusters Score -1881226 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1881429.625000 Penalty: 935.151917
	Iteration 10Q: 3 clusters Score -1881430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1881481.000000 Penalty: 935.151917
	Iteration 11Q: 3 clusters Score -1881481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1881498.500000 Penalty: 935.151917
	Iteration 12Q: 3 clusters Score -1881498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1881512.000000 Penalty: 935.151917
	Iteration 13Q: 3 clusters Score -1881512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1881519.500000 Penalty: 935.151917
	Iteration 14Q: 3 clusters Score -1881520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1881524.125000 Penalty: 935.151917
	Iteration 15Q: 3 clusters Score -1881524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1881526.250000 Penalty: 935.151917
	Iteration 16Q: 3 clusters Score -1881526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1881527.375000 Penalty: 935.151917
	Iteration 17Q: 3 clusters Score -1881527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1881527.375000 Penalty: 935.151917
	Iteration 18Q: 3 clusters Score -1881527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1881529.625000 Penalty: 935.151917
	Iteration 19Q: 3 clusters Score -1881530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1881530.750000 Penalty: 935.151917
	Iteration 20F: 3 clusters Score -1881531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Entering Unmasked Estep 
Score: -2852860.500000 Penalty: 486.607422
	Iteration 0F: 2 clusters Score -2852860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2823227.000000 Penalty: 973.214844
	Iteration 0F: 3 clusters Score -2823227 nChanged 21451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2835829.250000 Penalty: 973.214844
	Iteration 1F: 3 clusters Score -2835829 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2836472.750000 Penalty: 973.214844
	Iteration 2Q: 3 clusters Score -2836473 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2837443.750000 Penalty: 973.214844
	Iteration 3F: 3 clusters Score -2837444 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -2839174.750000 Penalty: 973.214844
	Iteration 4F: 3 clusters Score -2839175 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2841865.500000 Penalty: 973.214844
	Iteration 5F: 3 clusters Score -2841866 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -2844203.500000 Penalty: 973.214844
	Iteration 6F: 3 clusters Score -2844204 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2845122.000000 Penalty: 973.214844
	Iteration 7Q: 3 clusters Score -2845122 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2845431.750000 Penalty: 973.214844
	Iteration 8Q: 3 clusters Score -2845432 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2845612.500000 Penalty: 973.214844
	Iteration 9Q: 3 clusters Score -2845612 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -2845755.750000 Penalty: 973.214844
	Iteration 10Q: 3 clusters Score -2845756 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2845907.250000 Penalty: 973.214844
	Iteration 11Q: 3 clusters Score -2845907 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -2846048.750000 Penalty: 973.214844
	Iteration 12Q: 3 clusters Score -2846049 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2846192.750000 Penalty: 973.214844
	Iteration 13Q: 3 clusters Score -2846193 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2846353.250000 Penalty: 973.214844
	Iteration 14Q: 3 clusters Score -2846353 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -2846557.250000 Penalty: 973.214844
	Iteration 15Q: 3 clusters Score -2846557 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2846774.750000 Penalty: 973.214844
	Iteration 16Q: 3 clusters Score -2846775 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -2846999.500000 Penalty: 973.214844
	Iteration 17Q: 3 clusters Score -2847000 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -2847269.000000 Penalty: 973.214844
	Iteration 18Q: 3 clusters Score -2847269 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2847558.500000 Penalty: 973.214844
	Iteration 19Q: 3 clusters Score -2847558 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -2847832.500000 Penalty: 973.214844
	Iteration 20F: 3 clusters Score -2847832 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2848093.250000 Penalty: 973.214844
	Iteration 21Q: 3 clusters Score -2848093 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -2848389.250000 Penalty: 973.214844
	Iteration 22Q: 3 clusters Score -2848389 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -2848698.500000 Penalty: 973.214844
	Iteration 23Q: 3 clusters Score -2848698 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -2848960.000000 Penalty: 973.214844
	Iteration 24Q: 3 clusters Score -2848960 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2849145.250000 Penalty: 973.214844
	Iteration 25Q: 3 clusters Score -2849145 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -2849316.500000 Penalty: 973.214844
	Iteration 26Q: 3 clusters Score -2849316 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2849469.500000 Penalty: 973.214844
	Iteration 27Q: 3 clusters Score -2849470 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2849601.000000 Penalty: 973.214844
	Iteration 28Q: 3 clusters Score -2849601 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2849686.500000 Penalty: 973.214844
	Iteration 29Q: 3 clusters Score -2849686 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -2849778.000000 Penalty: 973.214844
	Iteration 30Q: 3 clusters Score -2849778 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2849828.500000 Penalty: 973.214844
	Iteration 31Q: 3 clusters Score -2849828 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2849902.750000 Penalty: 973.214844
	Iteration 32Q: 3 clusters Score -2849903 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2849955.750000 Penalty: 973.214844
	Iteration 33Q: 3 clusters Score -2849956 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2850007.000000 Penalty: 973.214844
	Iteration 34Q: 3 clusters Score -2850007 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2850047.750000 Penalty: 973.214844
	Iteration 35Q: 3 clusters Score -2850048 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2850114.000000 Penalty: 973.214844
	Iteration 36Q: 3 clusters Score -2850114 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2850171 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2850194 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2850234 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2850275 nChanged 301
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Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2850348 nChanged 289
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Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2850398 nChanged 259
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Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2850435 nChanged 230
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Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2850455 nChanged 181
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Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2850479 nChanged 151
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Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2850490 nChanged 114
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Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2850507 nChanged 81
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Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2850523 nChanged 80
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Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2850517 nChanged 63
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Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2850504 nChanged 58
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Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2850511 nChanged 45
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Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2850519 nChanged 31
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Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2850519 nChanged 33
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Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2850526 nChanged 32
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Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2850518 nChanged 28
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Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2850517 nChanged 34
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Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2850519 nChanged 46
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Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2850522 nChanged 43
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Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2850524 nChanged 38
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Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2850517 nChanged 45
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Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2850518 nChanged 46
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Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2850513 nChanged 52
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Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2850514 nChanged 33
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Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2850516 nChanged 25
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Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2850513 nChanged 15
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Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2850510 nChanged 18
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Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2850508 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2850506 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2850506 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2850509 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 19441 members 
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	Iteration 81Q: 3 clusters Score -2850508 nChanged 15
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Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2850508 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 19403 members 
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	Iteration 83Q: 3 clusters Score -2850512 nChanged 23
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Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2850510 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2850511 nChanged 17
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Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2850509 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2850499 nChanged 27
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2850491 nChanged 21
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2850494 nChanged 26
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Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2850492 nChanged 23
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Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2850493 nChanged 29
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Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 19195 members 
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	Iteration 92Q: 3 clusters Score -2850500 nChanged 31
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Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 19166 members 
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	Iteration 93Q: 3 clusters Score -2850505 nChanged 26
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Mstep: Class 1 contains 24978 members 
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	Iteration 94Q: 3 clusters Score -2850495 nChanged 20
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Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 19122 members 
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	Iteration 95Q: 3 clusters Score -2850500 nChanged 19
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Mstep: Class 1 contains 25017 members 
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	Iteration 96Q: 3 clusters Score -2850502 nChanged 15
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Mstep: Class 1 contains 25032 members 
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	Iteration 97Q: 3 clusters Score -2850505 nChanged 14
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Mstep: Class 1 contains 25046 members 
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	Iteration 98Q: 3 clusters Score -2850503 nChanged 19
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Mstep: Class 1 contains 25065 members 
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	Iteration 99Q: 3 clusters Score -2850506 nChanged 20
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Mstep: Class 1 contains 25085 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2850505 nChanged 21
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Mstep: Class 1 contains 25106 members 
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	Iteration 101Q: 3 clusters Score -2850510 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2850505 nChanged 13
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Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2850508 nChanged 17
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Mstep: Class 1 contains 25155 members 
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	Iteration 104Q: 3 clusters Score -2850510 nChanged 17
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2850512 nChanged 13
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Mstep: Class 1 contains 25183 members 
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	Iteration 106Q: 3 clusters Score -2850511 nChanged 8
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2850513 nChanged 13
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Mstep: Class 1 contains 25204 members 
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	Iteration 108Q: 3 clusters Score -2850514 nChanged 17
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Mstep: Class 1 contains 25221 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2850514 nChanged 17
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2850515 nChanged 11
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2850510 nChanged 9
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2850510 nChanged 11
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2850510 nChanged 12
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	Iteration 114Q: 3 clusters Score -2850508 nChanged 11
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	Iteration 115Q: 3 clusters Score -2850510 nChanged 10
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	Iteration 116Q: 3 clusters Score -2850508 nChanged 9
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	Iteration 117Q: 3 clusters Score -2850508 nChanged 11
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	Iteration 118Q: 3 clusters Score -2850506 nChanged 10
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	Iteration 119Q: 3 clusters Score -2850504 nChanged 13
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	Iteration 120F: 3 clusters Score -2850504 nChanged 12
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	Iteration 121Q: 3 clusters Score -2850505 nChanged 11
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	Iteration 122Q: 3 clusters Score -2850501 nChanged 13
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	Iteration 123Q: 3 clusters Score -2850496 nChanged 11
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	Iteration 124Q: 3 clusters Score -2850500 nChanged 10
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	Iteration 125Q: 3 clusters Score -2850504 nChanged 9
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	Iteration 126Q: 3 clusters Score -2850508 nChanged 11
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	Iteration 127Q: 3 clusters Score -2850508 nChanged 11
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	Iteration 128Q: 3 clusters Score -2850508 nChanged 9
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Entering Unmasked Estep 
Score: -2850506.750000 Penalty: 973.214844
	Iteration 129Q: 3 clusters Score -2850507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2850503.500000 Penalty: 973.214844
	Iteration 130Q: 3 clusters Score -2850504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2850504.750000 Penalty: 973.214844
	Iteration 131Q: 3 clusters Score -2850505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2850503.000000 Penalty: 973.214844
	Iteration 132Q: 3 clusters Score -2850503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2850505.250000 Penalty: 973.214844
	Iteration 133Q: 3 clusters Score -2850505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2850503.000000 Penalty: 973.214844
	Iteration 134Q: 3 clusters Score -2850503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2850503.000000 Penalty: 973.214844
	Iteration 135F: 3 clusters Score -2850503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -221299.218750 Penalty: 370.331268
	Iteration 0F: 2 clusters Score -221299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -218967.968750 Penalty: 740.662537
	Iteration 0F: 3 clusters Score -218968 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -219906.734375 Penalty: 740.662537
	Iteration 1F: 3 clusters Score -219906.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -220071.562500 Penalty: 740.662537
	Iteration 2F: 3 clusters Score -220071.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -220219.921875 Penalty: 740.662537
	Iteration 3F: 3 clusters Score -220219.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -220388.250000 Penalty: 740.662537
	Iteration 4F: 3 clusters Score -220388.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -220541.843750 Penalty: 740.662537
	Iteration 5F: 3 clusters Score -220541.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -220697.734375 Penalty: 740.662537
	Iteration 6Q: 3 clusters Score -220697.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -220803.468750 Penalty: 740.662537
	Iteration 7Q: 3 clusters Score -220803.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -220857.875000 Penalty: 740.662537
	Iteration 8Q: 3 clusters Score -220857.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -220890.859375 Penalty: 740.662537
	Iteration 9Q: 3 clusters Score -220890.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -220911.609375 Penalty: 740.662537
	Iteration 10Q: 3 clusters Score -220911.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -220934.406250 Penalty: 740.662537
	Iteration 11Q: 3 clusters Score -220934.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -220954.843750 Penalty: 740.662537
	Iteration 12Q: 3 clusters Score -220954.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -220969.546875 Penalty: 740.662537
	Iteration 13Q: 3 clusters Score -220969.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -220980.984375 Penalty: 740.662537
	Iteration 14Q: 3 clusters Score -220981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -220990.687500 Penalty: 740.662537
	Iteration 15Q: 3 clusters Score -220990.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -220997.968750 Penalty: 740.662537
	Iteration 16Q: 3 clusters Score -220998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -221002.609375 Penalty: 740.662537
	Iteration 17Q: 3 clusters Score -221002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -221005.312500 Penalty: 740.662537
	Iteration 18Q: 3 clusters Score -221005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -221011.093750 Penalty: 740.662537
	Iteration 19Q: 3 clusters Score -221011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -221014.671875 Penalty: 740.662537
	Iteration 20F: 3 clusters Score -221014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -221017.953125 Penalty: 740.662537
	Iteration 21Q: 3 clusters Score -221018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -221018.921875 Penalty: 740.662537
	Iteration 22Q: 3 clusters Score -221018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -221018.921875 Penalty: 740.662537
	Iteration 23F: 3 clusters Score -221018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -224273.328125 Penalty: 372.331848
	Iteration 0F: 2 clusters Score -224273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -221890.187500 Penalty: 744.663696
	Iteration 0F: 3 clusters Score -221890.2 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -222818.703125 Penalty: 744.663696
	Iteration 1F: 3 clusters Score -222818.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -223076.812500 Penalty: 744.663696
	Iteration 2F: 3 clusters Score -223076.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -223361.125000 Penalty: 744.663696
	Iteration 3F: 3 clusters Score -223361.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -223663.828125 Penalty: 744.663696
	Iteration 4F: 3 clusters Score -223663.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -223922.328125 Penalty: 744.663696
	Iteration 5F: 3 clusters Score -223922.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -224051.140625 Penalty: 744.663696
	Iteration 6Q: 3 clusters Score -224051.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -224093.625000 Penalty: 744.663696
	Iteration 7Q: 3 clusters Score -224093.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -224119.578125 Penalty: 744.663696
	Iteration 8Q: 3 clusters Score -224119.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -224132.515625 Penalty: 744.663696
	Iteration 9Q: 3 clusters Score -224132.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -224143.328125 Penalty: 744.663696
	Iteration 10Q: 3 clusters Score -224143.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -224148.765625 Penalty: 744.663696
	Iteration 11Q: 3 clusters Score -224148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -224153.187500 Penalty: 744.663696
	Iteration 12Q: 3 clusters Score -224153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -224156.078125 Penalty: 744.663696
	Iteration 13Q: 3 clusters Score -224156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -224157.421875 Penalty: 744.663696
	Iteration 14Q: 3 clusters Score -224157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -224158.281250 Penalty: 744.663696
	Iteration 15Q: 3 clusters Score -224158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -224158.609375 Penalty: 744.663696
	Iteration 16Q: 3 clusters Score -224158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -224158.718750 Penalty: 744.663696
	Iteration 17Q: 3 clusters Score -224158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -224158.937500 Penalty: 744.663696
	Iteration 18Q: 3 clusters Score -224158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -224158.937500 Penalty: 744.663696
	Iteration 19F: 3 clusters Score -224158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Entering Unmasked Estep 
Score: -719893.000000 Penalty: 423.448456
	Iteration 0F: 2 clusters Score -719893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -712588.000000 Penalty: 846.896912
	Iteration 0F: 3 clusters Score -712588 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -715704.687500 Penalty: 846.896912
	Iteration 1F: 3 clusters Score -715704.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -716142.437500 Penalty: 846.896912
	Iteration 2F: 3 clusters Score -716142.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -716756.125000 Penalty: 846.896912
	Iteration 3F: 3 clusters Score -716756.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -717437.500000 Penalty: 846.896912
	Iteration 4F: 3 clusters Score -717437.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -717988.250000 Penalty: 846.896912
	Iteration 5F: 3 clusters Score -717988.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -718322.312500 Penalty: 846.896912
	Iteration 6Q: 3 clusters Score -718322.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -718481.750000 Penalty: 846.896912
	Iteration 7Q: 3 clusters Score -718481.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -718583.687500 Penalty: 846.896912
	Iteration 8Q: 3 clusters Score -718583.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -718694.687500 Penalty: 846.896912
	Iteration 9Q: 3 clusters Score -718694.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -718779.375000 Penalty: 846.896912
	Iteration 10Q: 3 clusters Score -718779.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -718833.875000 Penalty: 846.896912
	Iteration 11Q: 3 clusters Score -718833.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -718880.500000 Penalty: 846.896912
	Iteration 12Q: 3 clusters Score -718880.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -718922.687500 Penalty: 846.896912
	Iteration 13Q: 3 clusters Score -718922.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -718953.250000 Penalty: 846.896912
	Iteration 14Q: 3 clusters Score -718953.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -718970.687500 Penalty: 846.896912
	Iteration 15Q: 3 clusters Score -718970.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -718989.687500 Penalty: 846.896912
	Iteration 16Q: 3 clusters Score -718989.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -719000.500000 Penalty: 846.896912
	Iteration 17Q: 3 clusters Score -719000.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -719016.437500 Penalty: 846.896912
	Iteration 18Q: 3 clusters Score -719016.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -719025.687500 Penalty: 846.896912
	Iteration 19Q: 3 clusters Score -719025.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -719033.125000 Penalty: 846.896912
	Iteration 20F: 3 clusters Score -719033.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -719043.562500 Penalty: 846.896912
	Iteration 21Q: 3 clusters Score -719043.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -719054.500000 Penalty: 846.896912
	Iteration 22Q: 3 clusters Score -719054.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -719062.812500 Penalty: 846.896912
	Iteration 23Q: 3 clusters Score -719062.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -719068.687500 Penalty: 846.896912
	Iteration 24Q: 3 clusters Score -719068.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -719077.375000 Penalty: 846.896912
	Iteration 25Q: 3 clusters Score -719077.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -719084.625000 Penalty: 846.896912
	Iteration 26Q: 3 clusters Score -719084.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -719089.062500 Penalty: 846.896912
	Iteration 27Q: 3 clusters Score -719089.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -719097.312500 Penalty: 846.896912
	Iteration 28Q: 3 clusters Score -719097.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -719106.812500 Penalty: 846.896912
	Iteration 29Q: 3 clusters Score -719106.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -719110.937500 Penalty: 846.896912
	Iteration 30Q: 3 clusters Score -719110.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -719116.125000 Penalty: 846.896912
	Iteration 31Q: 3 clusters Score -719116.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -719121.125000 Penalty: 846.896912
	Iteration 32Q: 3 clusters Score -719121.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -719124.562500 Penalty: 846.896912
	Iteration 33Q: 3 clusters Score -719124.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -719127.062500 Penalty: 846.896912
	Iteration 34Q: 3 clusters Score -719127.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -719130.062500 Penalty: 846.896912
	Iteration 35Q: 3 clusters Score -719130.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -719133.562500 Penalty: 846.896912
	Iteration 36Q: 3 clusters Score -719133.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -719137.875000 Penalty: 846.896912
	Iteration 37Q: 3 clusters Score -719137.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -719141.250000 Penalty: 846.896912
	Iteration 38Q: 3 clusters Score -719141.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -719143.312500 Penalty: 846.896912
	Iteration 39Q: 3 clusters Score -719143.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -719146.125000 Penalty: 846.896912
	Iteration 40F: 3 clusters Score -719146.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -719147.875000 Penalty: 846.896912
	Iteration 41Q: 3 clusters Score -719147.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -719153.062500 Penalty: 846.896912
	Iteration 42Q: 3 clusters Score -719153.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -719157.500000 Penalty: 846.896912
	Iteration 43Q: 3 clusters Score -719157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -719159.312500 Penalty: 846.896912
	Iteration 44Q: 3 clusters Score -719159.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -719162.500000 Penalty: 846.896912
	Iteration 45Q: 3 clusters Score -719162.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -719163.000000 Penalty: 846.896912
	Iteration 46Q: 3 clusters Score -719163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -719167.125000 Penalty: 846.896912
	Iteration 47Q: 3 clusters Score -719167.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -719170.000000 Penalty: 846.896912
	Iteration 48Q: 3 clusters Score -719170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -719175.437500 Penalty: 846.896912
	Iteration 49Q: 3 clusters Score -719175.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -719182.750000 Penalty: 846.896912
	Iteration 50Q: 3 clusters Score -719182.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -719189.562500 Penalty: 846.896912
	Iteration 51Q: 3 clusters Score -719189.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -719197.625000 Penalty: 846.896912
	Iteration 52Q: 3 clusters Score -719197.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -719207.187500 Penalty: 846.896912
	Iteration 53Q: 3 clusters Score -719207.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -719215.500000 Penalty: 846.896912
	Iteration 54Q: 3 clusters Score -719215.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -719229.687500 Penalty: 846.896912
	Iteration 55Q: 3 clusters Score -719229.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -719234.687500 Penalty: 846.896912
	Iteration 56Q: 3 clusters Score -719234.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -719245.562500 Penalty: 846.896912
	Iteration 57Q: 3 clusters Score -719245.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -719254.937500 Penalty: 846.896912
	Iteration 58Q: 3 clusters Score -719254.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -719266.937500 Penalty: 846.896912
	Iteration 59Q: 3 clusters Score -719266.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -719276.500000 Penalty: 846.896912
	Iteration 60F: 3 clusters Score -719276.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -719285.625000 Penalty: 846.896912
	Iteration 61Q: 3 clusters Score -719285.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -719300.312500 Penalty: 846.896912
	Iteration 62Q: 3 clusters Score -719300.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -719317.187500 Penalty: 846.896912
	Iteration 63Q: 3 clusters Score -719317.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -719333.750000 Penalty: 846.896912
	Iteration 64Q: 3 clusters Score -719333.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -719346.750000 Penalty: 846.896912
	Iteration 65Q: 3 clusters Score -719346.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -719358.812500 Penalty: 846.896912
	Iteration 66Q: 3 clusters Score -719358.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -719366.687500 Penalty: 846.896912
	Iteration 67Q: 3 clusters Score -719366.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -719377.312500 Penalty: 846.896912
	Iteration 68Q: 3 clusters Score -719377.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -719381.187500 Penalty: 846.896912
	Iteration 69Q: 3 clusters Score -719381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -719383.125000 Penalty: 846.896912
	Iteration 70Q: 3 clusters Score -719383.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -719386.187500 Penalty: 846.896912
	Iteration 71Q: 3 clusters Score -719386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -719389.125000 Penalty: 846.896912
	Iteration 72Q: 3 clusters Score -719389.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -719390.312500 Penalty: 846.896912
	Iteration 73Q: 3 clusters Score -719390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -719391.750000 Penalty: 846.896912
	Iteration 74Q: 3 clusters Score -719391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -719392.750000 Penalty: 846.896912
	Iteration 75Q: 3 clusters Score -719392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -719395.187500 Penalty: 846.896912
	Iteration 76Q: 3 clusters Score -719395.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -719398.250000 Penalty: 846.896912
	Iteration 77Q: 3 clusters Score -719398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -719403.500000 Penalty: 846.896912
	Iteration 78Q: 3 clusters Score -719403.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -719408.875000 Penalty: 846.896912
	Iteration 79Q: 3 clusters Score -719408.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -719409.625000 Penalty: 846.896912
	Iteration 80F: 3 clusters Score -719409.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -719414.000000 Penalty: 846.896912
	Iteration 81Q: 3 clusters Score -719414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -719420.000000 Penalty: 846.896912
	Iteration 82Q: 3 clusters Score -719420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -719424.125000 Penalty: 846.896912
	Iteration 83Q: 3 clusters Score -719424.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -719428.937500 Penalty: 846.896912
	Iteration 84Q: 3 clusters Score -719428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -719431.000000 Penalty: 846.896912
	Iteration 85Q: 3 clusters Score -719431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -719433.937500 Penalty: 846.896912
	Iteration 86Q: 3 clusters Score -719433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -719436.937500 Penalty: 846.896912
	Iteration 87Q: 3 clusters Score -719436.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -719441.250000 Penalty: 846.896912
	Iteration 88Q: 3 clusters Score -719441.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -719445.375000 Penalty: 846.896912
	Iteration 89Q: 3 clusters Score -719445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -719448.437500 Penalty: 846.896912
	Iteration 90Q: 3 clusters Score -719448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -719450.750000 Penalty: 846.896912
	Iteration 91Q: 3 clusters Score -719450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -719453.312500 Penalty: 846.896912
	Iteration 92Q: 3 clusters Score -719453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -719454.875000 Penalty: 846.896912
	Iteration 93Q: 3 clusters Score -719454.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -719458.125000 Penalty: 846.896912
	Iteration 94Q: 3 clusters Score -719458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -719462.625000 Penalty: 846.896912
	Iteration 95Q: 3 clusters Score -719462.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -719464.750000 Penalty: 846.896912
	Iteration 96Q: 3 clusters Score -719464.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -719467.437500 Penalty: 846.896912
	Iteration 97Q: 3 clusters Score -719467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -719469.062500 Penalty: 846.896912
	Iteration 98Q: 3 clusters Score -719469.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -719475.187500 Penalty: 846.896912
	Iteration 99Q: 3 clusters Score -719475.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -719480.312500 Penalty: 846.896912
	Iteration 100F: 3 clusters Score -719480.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -719483.312500 Penalty: 846.896912
	Iteration 101Q: 3 clusters Score -719483.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -719485.625000 Penalty: 846.896912
	Iteration 102Q: 3 clusters Score -719485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -719487.312500 Penalty: 846.896912
	Iteration 103Q: 3 clusters Score -719487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -719488.375000 Penalty: 846.896912
	Iteration 104Q: 3 clusters Score -719488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -719488.312500 Penalty: 846.896912
	Iteration 105Q: 3 clusters Score -719488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -719489.562500 Penalty: 846.896912
	Iteration 106Q: 3 clusters Score -719489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -719491.875000 Penalty: 846.896912
	Iteration 107Q: 3 clusters Score -719491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -719494.437500 Penalty: 846.896912
	Iteration 108Q: 3 clusters Score -719494.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -719496.062500 Penalty: 846.896912
	Iteration 109Q: 3 clusters Score -719496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -719496.187500 Penalty: 846.896912
	Iteration 110Q: 3 clusters Score -719496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -719499.312500 Penalty: 846.896912
	Iteration 111Q: 3 clusters Score -719499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -719499.687500 Penalty: 846.896912
	Iteration 112Q: 3 clusters Score -719499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -719498.375000 Penalty: 846.896912
	Iteration 113Q: 3 clusters Score -719498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -719500.437500 Penalty: 846.896912
	Iteration 114Q: 3 clusters Score -719500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -719502.062500 Penalty: 846.896912
	Iteration 115Q: 3 clusters Score -719502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -719501.312500 Penalty: 846.896912
	Iteration 116Q: 3 clusters Score -719501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -719502.937500 Penalty: 846.896912
	Iteration 117Q: 3 clusters Score -719502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -719505.125000 Penalty: 846.896912
	Iteration 118Q: 3 clusters Score -719505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -719505.000000 Penalty: 846.896912
	Iteration 119Q: 3 clusters Score -719505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -719505.000000 Penalty: 846.896912
	Iteration 120F: 3 clusters Score -719505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -85499.039062 Penalty: 328.560272
	Iteration 0F: 2 clusters Score -85499.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -84462.164062 Penalty: 657.120544
	Iteration 0F: 3 clusters Score -84462.16 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84808.554688 Penalty: 657.120544
	Iteration 1F: 3 clusters Score -84808.55 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84905.843750 Penalty: 657.120544
	Iteration 2F: 3 clusters Score -84905.84 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84969.984375 Penalty: 657.120544
	Iteration 3F: 3 clusters Score -84969.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85013.687500 Penalty: 657.120544
	Iteration 4Q: 3 clusters Score -85013.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85051.015625 Penalty: 657.120544
	Iteration 5Q: 3 clusters Score -85051.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85081.562500 Penalty: 657.120544
	Iteration 6Q: 3 clusters Score -85081.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85098.218750 Penalty: 657.120544
	Iteration 7Q: 3 clusters Score -85098.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -85112.187500 Penalty: 657.120544
	Iteration 8Q: 3 clusters Score -85112.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85130.750000 Penalty: 657.120544
	Iteration 9Q: 3 clusters Score -85130.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85141.968750 Penalty: 657.120544
	Iteration 10Q: 3 clusters Score -85141.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -85148.718750 Penalty: 657.120544
	Iteration 11Q: 3 clusters Score -85148.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85156.234375 Penalty: 657.120544
	Iteration 12Q: 3 clusters Score -85156.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85161.492188 Penalty: 657.120544
	Iteration 13Q: 3 clusters Score -85161.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85164.289062 Penalty: 657.120544
	Iteration 14Q: 3 clusters Score -85164.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85166.593750 Penalty: 657.120544
	Iteration 15Q: 3 clusters Score -85166.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85169.226562 Penalty: 657.120544
	Iteration 16Q: 3 clusters Score -85169.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -85176.000000 Penalty: 657.120544
	Iteration 17Q: 3 clusters Score -85176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85184.656250 Penalty: 657.120544
	Iteration 18Q: 3 clusters Score -85184.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -85190.968750 Penalty: 657.120544
	Iteration 19Q: 3 clusters Score -85190.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85194.453125 Penalty: 657.120544
	Iteration 20F: 3 clusters Score -85194.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -85196.242188 Penalty: 657.120544
	Iteration 21Q: 3 clusters Score -85196.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85197.984375 Penalty: 657.120544
	Iteration 22Q: 3 clusters Score -85197.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85198.929688 Penalty: 657.120544
	Iteration 23Q: 3 clusters Score -85198.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -85199.476562 Penalty: 657.120544
	Iteration 24Q: 3 clusters Score -85199.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85200.296875 Penalty: 657.120544
	Iteration 25Q: 3 clusters Score -85200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85200.414062 Penalty: 657.120544
	Iteration 26Q: 3 clusters Score -85200.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85200.539062 Penalty: 657.120544
	Iteration 27Q: 3 clusters Score -85200.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85200.539062 Penalty: 657.120544
	Iteration 28F: 3 clusters Score -85200.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Entering Unmasked Estep 
Score: -4485887.000000 Penalty: 509.378296
	Iteration 0F: 2 clusters Score -4485887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4436804.500000 Penalty: 1018.756592
	Iteration 0F: 3 clusters Score -4436804 nChanged 35590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4459027.500000 Penalty: 1018.756592
	Iteration 1F: 3 clusters Score -4459028 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4460312.500000 Penalty: 1018.756592
	Iteration 2Q: 3 clusters Score -4460312 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4461881.500000 Penalty: 1018.756592
	Iteration 3Q: 3 clusters Score -4461882 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4464043.000000 Penalty: 1018.756592
	Iteration 4F: 3 clusters Score -4464043 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4466894.500000 Penalty: 1018.756592
	Iteration 5F: 3 clusters Score -4466894 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -4469971.500000 Penalty: 1018.756592
	Iteration 6F: 3 clusters Score -4469972 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4471724.500000 Penalty: 1018.756592
	Iteration 7Q: 3 clusters Score -4471724 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4472308.500000 Penalty: 1018.756592
	Iteration 8Q: 3 clusters Score -4472308 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4472580.000000 Penalty: 1018.756592
	Iteration 9Q: 3 clusters Score -4472580 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4472760.500000 Penalty: 1018.756592
	Iteration 10Q: 3 clusters Score -4472760 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4472924.000000 Penalty: 1018.756592
	Iteration 11Q: 3 clusters Score -4472924 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4473148.500000 Penalty: 1018.756592
	Iteration 12Q: 3 clusters Score -4473148 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4473399.500000 Penalty: 1018.756592
	Iteration 13Q: 3 clusters Score -4473400 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4473635.000000 Penalty: 1018.756592
	Iteration 14Q: 3 clusters Score -4473635 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4473940.500000 Penalty: 1018.756592
	Iteration 15Q: 3 clusters Score -4473940 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4474296.000000 Penalty: 1018.756592
	Iteration 16Q: 3 clusters Score -4474296 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4474620.000000 Penalty: 1018.756592
	Iteration 17Q: 3 clusters Score -4474620 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4475041.500000 Penalty: 1018.756592
	Iteration 18Q: 3 clusters Score -4475042 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4475494.000000 Penalty: 1018.756592
	Iteration 19Q: 3 clusters Score -4475494 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4476082.000000 Penalty: 1018.756592
	Iteration 20F: 3 clusters Score -4476082 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4476692.500000 Penalty: 1018.756592
	Iteration 21Q: 3 clusters Score -4476692 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -4477343.000000 Penalty: 1018.756592
	Iteration 22Q: 3 clusters Score -4477343 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4478035.000000 Penalty: 1018.756592
	Iteration 23Q: 3 clusters Score -4478035 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4478794.000000 Penalty: 1018.756592
	Iteration 24Q: 3 clusters Score -4478794 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4479599.000000 Penalty: 1018.756592
	Iteration 25Q: 3 clusters Score -4479599 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4480409.500000 Penalty: 1018.756592
	Iteration 26Q: 3 clusters Score -4480410 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4481217.500000 Penalty: 1018.756592
	Iteration 27Q: 3 clusters Score -4481218 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4482036.000000 Penalty: 1018.756592
	Iteration 28Q: 3 clusters Score -4482036 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4482755.000000 Penalty: 1018.756592
	Iteration 29Q: 3 clusters Score -4482755 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4483360.000000 Penalty: 1018.756592
	Iteration 30Q: 3 clusters Score -4483360 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4483887.000000 Penalty: 1018.756592
	Iteration 31Q: 3 clusters Score -4483887 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4484306.000000 Penalty: 1018.756592
	Iteration 32Q: 3 clusters Score -4484306 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4484623.000000 Penalty: 1018.756592
	Iteration 33Q: 3 clusters Score -4484623 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4484852.000000 Penalty: 1018.756592
	Iteration 34Q: 3 clusters Score -4484852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4485006.000000 Penalty: 1018.756592
	Iteration 35Q: 3 clusters Score -4485006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4485100.500000 Penalty: 1018.756592
	Iteration 36Q: 3 clusters Score -4485100 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4485214.000000 Penalty: 1018.756592
	Iteration 37Q: 3 clusters Score -4485214 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4485275.500000 Penalty: 1018.756592
	Iteration 38Q: 3 clusters Score -4485276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4485338.500000 Penalty: 1018.756592
	Iteration 39Q: 3 clusters Score -4485338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4485385.500000 Penalty: 1018.756592
	Iteration 40F: 3 clusters Score -4485386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4485430.500000 Penalty: 1018.756592
	Iteration 41Q: 3 clusters Score -4485430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4485468.000000 Penalty: 1018.756592
	Iteration 42Q: 3 clusters Score -4485468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4485493.000000 Penalty: 1018.756592
	Iteration 43Q: 3 clusters Score -4485493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4485506.000000 Penalty: 1018.756592
	Iteration 44Q: 3 clusters Score -4485506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4485524.500000 Penalty: 1018.756592
	Iteration 45Q: 3 clusters Score -4485524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4485536.500000 Penalty: 1018.756592
	Iteration 46Q: 3 clusters Score -4485536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4485535.000000 Penalty: 1018.756592
	Iteration 47Q: 3 clusters Score -4485535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4485534.000000 Penalty: 1018.756592
	Iteration 48Q: 3 clusters Score -4485534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4485542.000000 Penalty: 1018.756592
	Iteration 49Q: 3 clusters Score -4485542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4485545.500000 Penalty: 1018.756592
	Iteration 50Q: 3 clusters Score -4485546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4485543.500000 Penalty: 1018.756592
	Iteration 51Q: 3 clusters Score -4485544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4485544.500000 Penalty: 1018.756592
	Iteration 52Q: 3 clusters Score -4485544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4485544.500000 Penalty: 1018.756592
	Iteration 53F: 3 clusters Score -4485544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Entering Unmasked Estep 
Score: -5460847.500000 Penalty: 517.952332
	Iteration 0F: 2 clusters Score -5460848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5409100.000000 Penalty: 1035.904663
	Iteration 0F: 3 clusters Score -5409100 nChanged 42824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5436631.500000 Penalty: 1035.904663
	Iteration 1F: 3 clusters Score -5436632 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -5439167.000000 Penalty: 1035.904663
	Iteration 2F: 3 clusters Score -5439167 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5443283.500000 Penalty: 1035.904663
	Iteration 3F: 3 clusters Score -5443284 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -5448884.500000 Penalty: 1035.904663
	Iteration 4F: 3 clusters Score -5448884 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5454345.500000 Penalty: 1035.904663
	Iteration 5F: 3 clusters Score -5454346 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5457666.500000 Penalty: 1035.904663
	Iteration 6Q: 3 clusters Score -5457666 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5459312.500000 Penalty: 1035.904663
	Iteration 7Q: 3 clusters Score -5459312 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -5460373.000000 Penalty: 1035.904663
	Iteration 8Q: 3 clusters Score -5460373 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5461329.500000 Penalty: 1035.904663
	Iteration 9Q: 3 clusters Score -5461330 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5462007.000000 Penalty: 1035.904663
	Iteration 10Q: 3 clusters Score -5462007 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -5462405.000000 Penalty: 1035.904663
	Iteration 11Q: 3 clusters Score -5462405 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5462585.500000 Penalty: 1035.904663
	Iteration 12Q: 3 clusters Score -5462586 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -5462537.000000 Penalty: 1035.904663
	Iteration 13Q: 3 clusters Score -5462537 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5462443.000000 Penalty: 1035.904663
	Iteration 14Q: 3 clusters Score -5462443 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5462209.500000 Penalty: 1035.904663
	Iteration 15Q: 3 clusters Score -5462210 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5462031.000000 Penalty: 1035.904663
	Iteration 16Q: 3 clusters Score -5462031 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5461810.500000 Penalty: 1035.904663
	Iteration 17Q: 3 clusters Score -5461810 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5461599.000000 Penalty: 1035.904663
	Iteration 18Q: 3 clusters Score -5461599 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5461486.000000 Penalty: 1035.904663
	Iteration 19Q: 3 clusters Score -5461486 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5461357.500000 Penalty: 1035.904663
	Iteration 20F: 3 clusters Score -5461358 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5461310.000000 Penalty: 1035.904663
	Iteration 21Q: 3 clusters Score -5461310 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5461238.000000 Penalty: 1035.904663
	Iteration 22Q: 3 clusters Score -5461238 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5461195.000000 Penalty: 1035.904663
	Iteration 23Q: 3 clusters Score -5461195 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5461178.500000 Penalty: 1035.904663
	Iteration 24Q: 3 clusters Score -5461178 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5461152.000000 Penalty: 1035.904663
	Iteration 25Q: 3 clusters Score -5461152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5461076.500000 Penalty: 1035.904663
	Iteration 26Q: 3 clusters Score -5461076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5461024.000000 Penalty: 1035.904663
	Iteration 27Q: 3 clusters Score -5461024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5460999.500000 Penalty: 1035.904663
	Iteration 28Q: 3 clusters Score -5461000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5460974.500000 Penalty: 1035.904663
	Iteration 29Q: 3 clusters Score -5460974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5460983.500000 Penalty: 1035.904663
	Iteration 30Q: 3 clusters Score -5460984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5460958.500000 Penalty: 1035.904663
	Iteration 31Q: 3 clusters Score -5460958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5460960.500000 Penalty: 1035.904663
	Iteration 32Q: 3 clusters Score -5460960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5460970.000000 Penalty: 1035.904663
	Iteration 33Q: 3 clusters Score -5460970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5460939.500000 Penalty: 1035.904663
	Iteration 34Q: 3 clusters Score -5460940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5460936.500000 Penalty: 1035.904663
	Iteration 35Q: 3 clusters Score -5460936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5460925.000000 Penalty: 1035.904663
	Iteration 36Q: 3 clusters Score -5460925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5460938.000000 Penalty: 1035.904663
	Iteration 37Q: 3 clusters Score -5460938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5460950.000000 Penalty: 1035.904663
	Iteration 38Q: 3 clusters Score -5460950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5460960.500000 Penalty: 1035.904663
	Iteration 39Q: 3 clusters Score -5460960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5460937.000000 Penalty: 1035.904663
	Iteration 40F: 3 clusters Score -5460937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5460940.500000 Penalty: 1035.904663
	Iteration 41Q: 3 clusters Score -5460940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5460938.000000 Penalty: 1035.904663
	Iteration 42Q: 3 clusters Score -5460938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5460932.500000 Penalty: 1035.904663
	Iteration 43Q: 3 clusters Score -5460932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5460909.000000 Penalty: 1035.904663
	Iteration 44Q: 3 clusters Score -5460909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5460909.000000 Penalty: 1035.904663
	Iteration 45Q: 3 clusters Score -5460909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5460896.000000 Penalty: 1035.904663
	Iteration 46Q: 3 clusters Score -5460896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5460903.000000 Penalty: 1035.904663
	Iteration 47Q: 3 clusters Score -5460903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5460899.000000 Penalty: 1035.904663
	Iteration 48Q: 3 clusters Score -5460899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5460893.000000 Penalty: 1035.904663
	Iteration 49Q: 3 clusters Score -5460893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5460894.500000 Penalty: 1035.904663
	Iteration 50Q: 3 clusters Score -5460894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5460882.000000 Penalty: 1035.904663
	Iteration 51Q: 3 clusters Score -5460882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5460873.500000 Penalty: 1035.904663
	Iteration 52Q: 3 clusters Score -5460874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5460863.500000 Penalty: 1035.904663
	Iteration 53Q: 3 clusters Score -5460864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5460858.500000 Penalty: 1035.904663
	Iteration 54Q: 3 clusters Score -5460858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5460873.000000 Penalty: 1035.904663
	Iteration 55Q: 3 clusters Score -5460873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5460851.500000 Penalty: 1035.904663
	Iteration 56Q: 3 clusters Score -5460852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5460853.500000 Penalty: 1035.904663
	Iteration 57Q: 3 clusters Score -5460854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5460856.500000 Penalty: 1035.904663
	Iteration 58Q: 3 clusters Score -5460856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5460857.500000 Penalty: 1035.904663
	Iteration 59Q: 3 clusters Score -5460858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5460860.500000 Penalty: 1035.904663
	Iteration 60F: 3 clusters Score -5460860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5460856.500000 Penalty: 1035.904663
	Iteration 61Q: 3 clusters Score -5460856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5460865.000000 Penalty: 1035.904663
	Iteration 62Q: 3 clusters Score -5460865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5460867.000000 Penalty: 1035.904663
	Iteration 63Q: 3 clusters Score -5460867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5460878.500000 Penalty: 1035.904663
	Iteration 64Q: 3 clusters Score -5460878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5460881.500000 Penalty: 1035.904663
	Iteration 65Q: 3 clusters Score -5460882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5460871.500000 Penalty: 1035.904663
	Iteration 66Q: 3 clusters Score -5460872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5460860.500000 Penalty: 1035.904663
	Iteration 67Q: 3 clusters Score -5460860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5460859.000000 Penalty: 1035.904663
	Iteration 68Q: 3 clusters Score -5460859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5460862.000000 Penalty: 1035.904663
	Iteration 69Q: 3 clusters Score -5460862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5460850.000000 Penalty: 1035.904663
	Iteration 70Q: 3 clusters Score -5460850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5460847.000000 Penalty: 1035.904663
	Iteration 71Q: 3 clusters Score -5460847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5460838.000000 Penalty: 1035.904663
	Iteration 72Q: 3 clusters Score -5460838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5460840.000000 Penalty: 1035.904663
	Iteration 73Q: 3 clusters Score -5460840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5460836.000000 Penalty: 1035.904663
	Iteration 74Q: 3 clusters Score -5460836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5460841.000000 Penalty: 1035.904663
	Iteration 75Q: 3 clusters Score -5460841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5460840.500000 Penalty: 1035.904663
	Iteration 76Q: 3 clusters Score -5460840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5460837.000000 Penalty: 1035.904663
	Iteration 77Q: 3 clusters Score -5460837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5460837.000000 Penalty: 1035.904663
	Iteration 78F: 3 clusters Score -5460837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Entering Unmasked Estep 
Score: -2834022.250000 Penalty: 485.272125
	Iteration 0F: 2 clusters Score -2834022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2805869.750000 Penalty: 970.544250
	Iteration 0F: 3 clusters Score -2805870 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2817838.250000 Penalty: 970.544250
	Iteration 1F: 3 clusters Score -2817838 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2818381.000000 Penalty: 970.544250
	Iteration 2Q: 3 clusters Score -2818381 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2819397.000000 Penalty: 970.544250
	Iteration 3F: 3 clusters Score -2819397 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -2821196.000000 Penalty: 970.544250
	Iteration 4F: 3 clusters Score -2821196 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -2824178.250000 Penalty: 970.544250
	Iteration 5F: 3 clusters Score -2824178 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -2827656.250000 Penalty: 970.544250
	Iteration 6F: 3 clusters Score -2827656 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -2830168.000000 Penalty: 970.544250
	Iteration 7F: 3 clusters Score -2830168 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -2831519.750000 Penalty: 970.544250
	Iteration 8Q: 3 clusters Score -2831520 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -2832399.500000 Penalty: 970.544250
	Iteration 9Q: 3 clusters Score -2832400 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -2832920.500000 Penalty: 970.544250
	Iteration 10Q: 3 clusters Score -2832920 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -2833205.000000 Penalty: 970.544250
	Iteration 11Q: 3 clusters Score -2833205 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -2833380.500000 Penalty: 970.544250
	Iteration 12Q: 3 clusters Score -2833380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -2833461.000000 Penalty: 970.544250
	Iteration 13Q: 3 clusters Score -2833461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -2833499.750000 Penalty: 970.544250
	Iteration 14Q: 3 clusters Score -2833500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -2833520.500000 Penalty: 970.544250
	Iteration 15Q: 3 clusters Score -2833520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -2833533.000000 Penalty: 970.544250
	Iteration 16Q: 3 clusters Score -2833533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -2833536.000000 Penalty: 970.544250
	Iteration 17Q: 3 clusters Score -2833536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -2833541.250000 Penalty: 970.544250
	Iteration 18Q: 3 clusters Score -2833541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -2833538.250000 Penalty: 970.544250
	Iteration 19Q: 3 clusters Score -2833538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -2833538.250000 Penalty: 970.544250
	Iteration 20F: 3 clusters Score -2833538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Entering Unmasked Estep 
Score: -2764558.500000 Penalty: 484.715393
	Iteration 0F: 2 clusters Score -2764558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2736804.000000 Penalty: 969.430786
	Iteration 0F: 3 clusters Score -2736804 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2749469.000000 Penalty: 969.430786
	Iteration 1F: 3 clusters Score -2749469 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2750972.250000 Penalty: 969.430786
	Iteration 2F: 3 clusters Score -2750972 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2753363.750000 Penalty: 969.430786
	Iteration 3F: 3 clusters Score -2753364 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2756199.000000 Penalty: 969.430786
	Iteration 4F: 3 clusters Score -2756199 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2758346.500000 Penalty: 969.430786
	Iteration 5F: 3 clusters Score -2758346 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2759139.500000 Penalty: 969.430786
	Iteration 6F: 3 clusters Score -2759140 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2759454.250000 Penalty: 969.430786
	Iteration 7Q: 3 clusters Score -2759454 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2759726.750000 Penalty: 969.430786
	Iteration 8Q: 3 clusters Score -2759727 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2760011.750000 Penalty: 969.430786
	Iteration 9Q: 3 clusters Score -2760012 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2760274.500000 Penalty: 969.430786
	Iteration 10Q: 3 clusters Score -2760274 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2760500.250000 Penalty: 969.430786
	Iteration 11Q: 3 clusters Score -2760500 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2760696.250000 Penalty: 969.430786
	Iteration 12Q: 3 clusters Score -2760696 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2760909.500000 Penalty: 969.430786
	Iteration 13Q: 3 clusters Score -2760910 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2761078.250000 Penalty: 969.430786
	Iteration 14Q: 3 clusters Score -2761078 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2761222.500000 Penalty: 969.430786
	Iteration 15Q: 3 clusters Score -2761222 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2761359.250000 Penalty: 969.430786
	Iteration 16Q: 3 clusters Score -2761359 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2761458.250000 Penalty: 969.430786
	Iteration 17Q: 3 clusters Score -2761458 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2761515.250000 Penalty: 969.430786
	Iteration 18Q: 3 clusters Score -2761515 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2761568.750000 Penalty: 969.430786
	Iteration 19Q: 3 clusters Score -2761569 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2761618.000000 Penalty: 969.430786
	Iteration 20F: 3 clusters Score -2761618 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2761648.000000 Penalty: 969.430786
	Iteration 21Q: 3 clusters Score -2761648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2761683.000000 Penalty: 969.430786
	Iteration 22Q: 3 clusters Score -2761683 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2761710.500000 Penalty: 969.430786
	Iteration 23Q: 3 clusters Score -2761710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2761730.750000 Penalty: 969.430786
	Iteration 24Q: 3 clusters Score -2761731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2761747.750000 Penalty: 969.430786
	Iteration 25Q: 3 clusters Score -2761748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2761744.000000 Penalty: 969.430786
	Iteration 26Q: 3 clusters Score -2761744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2761743.000000 Penalty: 969.430786
	Iteration 27Q: 3 clusters Score -2761743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2761756.750000 Penalty: 969.430786
	Iteration 28Q: 3 clusters Score -2761757 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2761766.250000 Penalty: 969.430786
	Iteration 29Q: 3 clusters Score -2761766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2761785.750000 Penalty: 969.430786
	Iteration 30Q: 3 clusters Score -2761786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2761786.500000 Penalty: 969.430786
	Iteration 31Q: 3 clusters Score -2761786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2761790.000000 Penalty: 969.430786
	Iteration 32Q: 3 clusters Score -2761790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2761792.750000 Penalty: 969.430786
	Iteration 33Q: 3 clusters Score -2761793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2761800.000000 Penalty: 969.430786
	Iteration 34Q: 3 clusters Score -2761800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2761809.500000 Penalty: 969.430786
	Iteration 35Q: 3 clusters Score -2761810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2761811.750000 Penalty: 969.430786
	Iteration 36Q: 3 clusters Score -2761812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2761802.750000 Penalty: 969.430786
	Iteration 37Q: 3 clusters Score -2761803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2761812.500000 Penalty: 969.430786
	Iteration 38Q: 3 clusters Score -2761812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2761803.000000 Penalty: 969.430786
	Iteration 39Q: 3 clusters Score -2761803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2761802.500000 Penalty: 969.430786
	Iteration 40F: 3 clusters Score -2761802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2761799.500000 Penalty: 969.430786
	Iteration 41Q: 3 clusters Score -2761800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2761803.000000 Penalty: 969.430786
	Iteration 42Q: 3 clusters Score -2761803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2761810.000000 Penalty: 969.430786
	Iteration 43Q: 3 clusters Score -2761810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2761805.750000 Penalty: 969.430786
	Iteration 44Q: 3 clusters Score -2761806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2761807.000000 Penalty: 969.430786
	Iteration 45Q: 3 clusters Score -2761807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2761806.500000 Penalty: 969.430786
	Iteration 46Q: 3 clusters Score -2761806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2761806.250000 Penalty: 969.430786
	Iteration 47Q: 3 clusters Score -2761806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2761807.500000 Penalty: 969.430786
	Iteration 48Q: 3 clusters Score -2761808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2761804.250000 Penalty: 969.430786
	Iteration 49Q: 3 clusters Score -2761804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2761805.750000 Penalty: 969.430786
	Iteration 50Q: 3 clusters Score -2761806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2761803.500000 Penalty: 969.430786
	Iteration 51Q: 3 clusters Score -2761804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2761802.000000 Penalty: 969.430786
	Iteration 52Q: 3 clusters Score -2761802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2761801.000000 Penalty: 969.430786
	Iteration 53Q: 3 clusters Score -2761801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2761803.750000 Penalty: 969.430786
	Iteration 54Q: 3 clusters Score -2761804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2761803.750000 Penalty: 969.430786
	Iteration 55Q: 3 clusters Score -2761804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2761804.500000 Penalty: 969.430786
	Iteration 56Q: 3 clusters Score -2761804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2761805.000000 Penalty: 969.430786
	Iteration 57Q: 3 clusters Score -2761805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2761804.250000 Penalty: 969.430786
	Iteration 58Q: 3 clusters Score -2761804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2761801.250000 Penalty: 969.430786
	Iteration 59Q: 3 clusters Score -2761801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2761799.250000 Penalty: 969.430786
	Iteration 60F: 3 clusters Score -2761799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2761805.250000 Penalty: 969.430786
	Iteration 61Q: 3 clusters Score -2761805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2761801.750000 Penalty: 969.430786
	Iteration 62Q: 3 clusters Score -2761802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2761804.500000 Penalty: 969.430786
	Iteration 63Q: 3 clusters Score -2761804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2761803.000000 Penalty: 969.430786
	Iteration 64Q: 3 clusters Score -2761803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2761802.000000 Penalty: 969.430786
	Iteration 65Q: 3 clusters Score -2761802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2761803.500000 Penalty: 969.430786
	Iteration 66Q: 3 clusters Score -2761804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2761804.250000 Penalty: 969.430786
	Iteration 67Q: 3 clusters Score -2761804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2761805.000000 Penalty: 969.430786
	Iteration 68Q: 3 clusters Score -2761805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2761804.750000 Penalty: 969.430786
	Iteration 69Q: 3 clusters Score -2761805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2761804.750000 Penalty: 969.430786
	Iteration 70F: 3 clusters Score -2761805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Entering Unmasked Estep 
Score: -1244322.125000 Penalty: 452.019836
	Iteration 0F: 2 clusters Score -1244322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1230644.625000 Penalty: 904.039673
	Iteration 0F: 3 clusters Score -1230645 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1236388.000000 Penalty: 904.039673
	Iteration 1F: 3 clusters Score -1236388 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1236741.125000 Penalty: 904.039673
	Iteration 2Q: 3 clusters Score -1236741 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1237255.250000 Penalty: 904.039673
	Iteration 3Q: 3 clusters Score -1237255 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1238037.750000 Penalty: 904.039673
	Iteration 4F: 3 clusters Score -1238038 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1239048.625000 Penalty: 904.039673
	Iteration 5F: 3 clusters Score -1239049 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1240001.250000 Penalty: 904.039673
	Iteration 6F: 3 clusters Score -1240001 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1240617.625000 Penalty: 904.039673
	Iteration 7F: 3 clusters Score -1240618 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1240894.750000 Penalty: 904.039673
	Iteration 8Q: 3 clusters Score -1240895 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1241055.875000 Penalty: 904.039673
	Iteration 9Q: 3 clusters Score -1241056 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1241147.875000 Penalty: 904.039673
	Iteration 10Q: 3 clusters Score -1241148 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1241230.000000 Penalty: 904.039673
	Iteration 11Q: 3 clusters Score -1241230 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1241317.000000 Penalty: 904.039673
	Iteration 12Q: 3 clusters Score -1241317 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1241415.250000 Penalty: 904.039673
	Iteration 13Q: 3 clusters Score -1241415 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1241525.125000 Penalty: 904.039673
	Iteration 14Q: 3 clusters Score -1241525 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1241665.500000 Penalty: 904.039673
	Iteration 15Q: 3 clusters Score -1241666 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1241816.000000 Penalty: 904.039673
	Iteration 16Q: 3 clusters Score -1241816 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1241971.125000 Penalty: 904.039673
	Iteration 17Q: 3 clusters Score -1241971 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1242154.625000 Penalty: 904.039673
	Iteration 18Q: 3 clusters Score -1242155 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1242370.000000 Penalty: 904.039673
	Iteration 19Q: 3 clusters Score -1242370 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1242557.500000 Penalty: 904.039673
	Iteration 20F: 3 clusters Score -1242558 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1242726.625000 Penalty: 904.039673
	Iteration 21Q: 3 clusters Score -1242727 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1242891.875000 Penalty: 904.039673
	Iteration 22Q: 3 clusters Score -1242892 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1243027.125000 Penalty: 904.039673
	Iteration 23Q: 3 clusters Score -1243027 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1243135.625000 Penalty: 904.039673
	Iteration 24Q: 3 clusters Score -1243136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1243233.375000 Penalty: 904.039673
	Iteration 25Q: 3 clusters Score -1243233 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1243319.500000 Penalty: 904.039673
	Iteration 26Q: 3 clusters Score -1243320 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1243404.375000 Penalty: 904.039673
	Iteration 27Q: 3 clusters Score -1243404 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1243498.000000 Penalty: 904.039673
	Iteration 28Q: 3 clusters Score -1243498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1243579.000000 Penalty: 904.039673
	Iteration 29Q: 3 clusters Score -1243579 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1243639.875000 Penalty: 904.039673
	Iteration 30Q: 3 clusters Score -1243640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1243687.125000 Penalty: 904.039673
	Iteration 31Q: 3 clusters Score -1243687 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1243733.750000 Penalty: 904.039673
	Iteration 32Q: 3 clusters Score -1243734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -1243775.250000 Penalty: 904.039673
	Iteration 33Q: 3 clusters Score -1243775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1243817.875000 Penalty: 904.039673
	Iteration 34Q: 3 clusters Score -1243818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -1243849.750000 Penalty: 904.039673
	Iteration 35Q: 3 clusters Score -1243850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1243866.250000 Penalty: 904.039673
	Iteration 36Q: 3 clusters Score -1243866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -1243878.750000 Penalty: 904.039673
	Iteration 37Q: 3 clusters Score -1243879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -1243891.250000 Penalty: 904.039673
	Iteration 38Q: 3 clusters Score -1243891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1243900.000000 Penalty: 904.039673
	Iteration 39Q: 3 clusters Score -1243900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -1243910.500000 Penalty: 904.039673
	Iteration 40F: 3 clusters Score -1243910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -1243916.000000 Penalty: 904.039673
	Iteration 41Q: 3 clusters Score -1243916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1243922.375000 Penalty: 904.039673
	Iteration 42Q: 3 clusters Score -1243922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1243929.625000 Penalty: 904.039673
	Iteration 43Q: 3 clusters Score -1243930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1243935.500000 Penalty: 904.039673
	Iteration 44Q: 3 clusters Score -1243936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1243947.000000 Penalty: 904.039673
	Iteration 45Q: 3 clusters Score -1243947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1243949.000000 Penalty: 904.039673
	Iteration 46Q: 3 clusters Score -1243949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1243950.875000 Penalty: 904.039673
	Iteration 47Q: 3 clusters Score -1243951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1243951.250000 Penalty: 904.039673
	Iteration 48Q: 3 clusters Score -1243951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1243953.750000 Penalty: 904.039673
	Iteration 49Q: 3 clusters Score -1243954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1243953.875000 Penalty: 904.039673
	Iteration 50Q: 3 clusters Score -1243954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1243952.875000 Penalty: 904.039673
	Iteration 51Q: 3 clusters Score -1243953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1243952.875000 Penalty: 904.039673
	Iteration 52F: 3 clusters Score -1243953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -211164.609375 Penalty: 374.126160
	Iteration 0F: 2 clusters Score -211164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -208611.890625 Penalty: 748.252319
	Iteration 0F: 3 clusters Score -208611.9 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -209500.093750 Penalty: 748.252319
	Iteration 1F: 3 clusters Score -209500.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -209639.140625 Penalty: 748.252319
	Iteration 2F: 3 clusters Score -209639.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -209801.031250 Penalty: 748.252319
	Iteration 3F: 3 clusters Score -209801 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -209966.656250 Penalty: 748.252319
	Iteration 4F: 3 clusters Score -209966.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -210103.609375 Penalty: 748.252319
	Iteration 5F: 3 clusters Score -210103.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -210220.640625 Penalty: 748.252319
	Iteration 6F: 3 clusters Score -210220.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -210313.000000 Penalty: 748.252319
	Iteration 7Q: 3 clusters Score -210313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -210375.359375 Penalty: 748.252319
	Iteration 8Q: 3 clusters Score -210375.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -210439.343750 Penalty: 748.252319
	Iteration 9Q: 3 clusters Score -210439.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -210495.359375 Penalty: 748.252319
	Iteration 10Q: 3 clusters Score -210495.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -210542.734375 Penalty: 748.252319
	Iteration 11Q: 3 clusters Score -210542.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -210573.125000 Penalty: 748.252319
	Iteration 12Q: 3 clusters Score -210573.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -210591.562500 Penalty: 748.252319
	Iteration 13Q: 3 clusters Score -210591.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -210609.328125 Penalty: 748.252319
	Iteration 14Q: 3 clusters Score -210609.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -210626.609375 Penalty: 748.252319
	Iteration 15Q: 3 clusters Score -210626.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -210636.718750 Penalty: 748.252319
	Iteration 16Q: 3 clusters Score -210636.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -210644.125000 Penalty: 748.252319
	Iteration 17Q: 3 clusters Score -210644.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -210649.671875 Penalty: 748.252319
	Iteration 18Q: 3 clusters Score -210649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -210654.421875 Penalty: 748.252319
	Iteration 19Q: 3 clusters Score -210654.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -210657.000000 Penalty: 748.252319
	Iteration 20F: 3 clusters Score -210657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -210658.406250 Penalty: 748.252319
	Iteration 21Q: 3 clusters Score -210658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -210659.484375 Penalty: 748.252319
	Iteration 22Q: 3 clusters Score -210659.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -210662.593750 Penalty: 748.252319
	Iteration 23Q: 3 clusters Score -210662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -210664.843750 Penalty: 748.252319
	Iteration 24Q: 3 clusters Score -210664.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -210666.687500 Penalty: 748.252319
	Iteration 25Q: 3 clusters Score -210666.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -210669.390625 Penalty: 748.252319
	Iteration 26Q: 3 clusters Score -210669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -210671.781250 Penalty: 748.252319
	Iteration 27Q: 3 clusters Score -210671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -210674.968750 Penalty: 748.252319
	Iteration 28Q: 3 clusters Score -210675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -210677.156250 Penalty: 748.252319
	Iteration 29Q: 3 clusters Score -210677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -210680.125000 Penalty: 748.252319
	Iteration 30Q: 3 clusters Score -210680.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -210683.671875 Penalty: 748.252319
	Iteration 31Q: 3 clusters Score -210683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -210688.796875 Penalty: 748.252319
	Iteration 32Q: 3 clusters Score -210688.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -210697.078125 Penalty: 748.252319
	Iteration 33Q: 3 clusters Score -210697.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -210705.296875 Penalty: 748.252319
	Iteration 34Q: 3 clusters Score -210705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -210710.406250 Penalty: 748.252319
	Iteration 35Q: 3 clusters Score -210710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -210715.125000 Penalty: 748.252319
	Iteration 36Q: 3 clusters Score -210715.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -210718.312500 Penalty: 748.252319
	Iteration 37Q: 3 clusters Score -210718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -210720.984375 Penalty: 748.252319
	Iteration 38Q: 3 clusters Score -210721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -210722.125000 Penalty: 748.252319
	Iteration 39Q: 3 clusters Score -210722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -210722.750000 Penalty: 748.252319
	Iteration 40F: 3 clusters Score -210722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -210722.718750 Penalty: 748.252319
	Iteration 41Q: 3 clusters Score -210722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -210723.093750 Penalty: 748.252319
	Iteration 42Q: 3 clusters Score -210723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -210724.312500 Penalty: 748.252319
	Iteration 43Q: 3 clusters Score -210724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -210724.718750 Penalty: 748.252319
	Iteration 44Q: 3 clusters Score -210724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -210725.250000 Penalty: 748.252319
	Iteration 45Q: 3 clusters Score -210725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -210725.046875 Penalty: 748.252319
	Iteration 46Q: 3 clusters Score -210725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -210725.812500 Penalty: 748.252319
	Iteration 47Q: 3 clusters Score -210725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -210725.625000 Penalty: 748.252319
	Iteration 48Q: 3 clusters Score -210725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -210725.625000 Penalty: 748.252319
	Iteration 49F: 3 clusters Score -210725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -117211.343750 Penalty: 344.502045
	Iteration 0F: 2 clusters Score -117211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -115808.484375 Penalty: 689.004089
	Iteration 0F: 3 clusters Score -115808.5 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -116338.617188 Penalty: 689.004089
	Iteration 1F: 3 clusters Score -116338.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -116429.296875 Penalty: 689.004089
	Iteration 2F: 3 clusters Score -116429.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -116522.546875 Penalty: 689.004089
	Iteration 3F: 3 clusters Score -116522.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -116612.320312 Penalty: 689.004089
	Iteration 4F: 3 clusters Score -116612.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -116672.523438 Penalty: 689.004089
	Iteration 5Q: 3 clusters Score -116672.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -116705.945312 Penalty: 689.004089
	Iteration 6Q: 3 clusters Score -116705.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -116734.929688 Penalty: 689.004089
	Iteration 7Q: 3 clusters Score -116734.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -116762.062500 Penalty: 689.004089
	Iteration 8Q: 3 clusters Score -116762.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -116783.679688 Penalty: 689.004089
	Iteration 9Q: 3 clusters Score -116783.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -116798.593750 Penalty: 689.004089
	Iteration 10Q: 3 clusters Score -116798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -116809.585938 Penalty: 689.004089
	Iteration 11Q: 3 clusters Score -116809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -116818.679688 Penalty: 689.004089
	Iteration 12Q: 3 clusters Score -116818.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -116823.421875 Penalty: 689.004089
	Iteration 13Q: 3 clusters Score -116823.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -116830.679688 Penalty: 689.004089
	Iteration 14Q: 3 clusters Score -116830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -116835.890625 Penalty: 689.004089
	Iteration 15Q: 3 clusters Score -116835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -116840.414062 Penalty: 689.004089
	Iteration 16Q: 3 clusters Score -116840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -116845.703125 Penalty: 689.004089
	Iteration 17Q: 3 clusters Score -116845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -116852.000000 Penalty: 689.004089
	Iteration 18Q: 3 clusters Score -116852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -116858.164062 Penalty: 689.004089
	Iteration 19Q: 3 clusters Score -116858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -116862.773438 Penalty: 689.004089
	Iteration 20F: 3 clusters Score -116862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -116865.632812 Penalty: 689.004089
	Iteration 21Q: 3 clusters Score -116865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -116867.976562 Penalty: 689.004089
	Iteration 22Q: 3 clusters Score -116868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -116870.125000 Penalty: 689.004089
	Iteration 23Q: 3 clusters Score -116870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -116873.609375 Penalty: 689.004089
	Iteration 24Q: 3 clusters Score -116873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -116876.164062 Penalty: 689.004089
	Iteration 25Q: 3 clusters Score -116876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -116876.953125 Penalty: 689.004089
	Iteration 26Q: 3 clusters Score -116877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -116877.593750 Penalty: 689.004089
	Iteration 27Q: 3 clusters Score -116877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -116877.679688 Penalty: 689.004089
	Iteration 28Q: 3 clusters Score -116877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -116877.679688 Penalty: 689.004089
	Iteration 29F: 3 clusters Score -116877.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -109328.156250 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -109328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -108075.953125 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -108076 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -108453.242188 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -108453.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -108536.859375 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -108536.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -108628.609375 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -108628.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -108736.218750 Penalty: 677.692322
	Iteration 4F: 3 clusters Score -108736.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -108877.984375 Penalty: 677.692322
	Iteration 5F: 3 clusters Score -108878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -109023.718750 Penalty: 677.692322
	Iteration 6F: 3 clusters Score -109023.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -109130.046875 Penalty: 677.692322
	Iteration 7F: 3 clusters Score -109130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -109179.382812 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -109179.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -109215.914062 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -109215.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -109236.015625 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -109236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -109247.453125 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -109247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -109252.039062 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -109252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -109253.343750 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -109253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -109255.562500 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -109255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -109258.921875 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -109258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -109260.296875 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -109260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -109261.039062 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -109261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -109261.039062 Penalty: 677.692322
	Iteration 18F: 3 clusters Score -109261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -27568.138672 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -27568.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27122.199219 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -27122.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27339.230469 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -27339.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27400.925781 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -27400.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27421.917969 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -27421.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27434.990234 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -27434.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27443.107422 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -27443.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27449.472656 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -27449.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27450.679688 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -27450.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27451.132812 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -27451.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27451.132812 Penalty: 565.529358
	Iteration 9F: 3 clusters Score -27451.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -66569.539062 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -66569.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -65663.031250 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -65663.03 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65935.765625 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -65935.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66013.632812 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -66013.63 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -66076.226562 Penalty: 641.561157
	Iteration 3F: 3 clusters Score -66076.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66126.250000 Penalty: 641.561157
	Iteration 4F: 3 clusters Score -66126.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -66173.976562 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -66173.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -66227.507812 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -66227.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -66271.710938 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -66271.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -66290.734375 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -66290.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -66300.375000 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -66300.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -66309.187500 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -66309.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -66315.976562 Penalty: 641.561157
	Iteration 11Q: 3 clusters Score -66315.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -66324.093750 Penalty: 641.561157
	Iteration 12Q: 3 clusters Score -66324.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -66331.039062 Penalty: 641.561157
	Iteration 13Q: 3 clusters Score -66331.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -66338.585938 Penalty: 641.561157
	Iteration 14Q: 3 clusters Score -66338.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -66342.421875 Penalty: 641.561157
	Iteration 15Q: 3 clusters Score -66342.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -66343.648438 Penalty: 641.561157
	Iteration 16Q: 3 clusters Score -66343.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -66344.984375 Penalty: 641.561157
	Iteration 17Q: 3 clusters Score -66344.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -66346.320312 Penalty: 641.561157
	Iteration 18Q: 3 clusters Score -66346.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66348.078125 Penalty: 641.561157
	Iteration 19Q: 3 clusters Score -66348.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66348.078125 Penalty: 641.561157
	Iteration 20F: 3 clusters Score -66348.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -142120.265625 Penalty: 351.782898
	Iteration 0F: 2 clusters Score -142120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -140504.109375 Penalty: 703.565796
	Iteration 0F: 3 clusters Score -140504.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -141043.484375 Penalty: 703.565796
	Iteration 1F: 3 clusters Score -141043.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -141143.437500 Penalty: 703.565796
	Iteration 2F: 3 clusters Score -141143.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -141206.671875 Penalty: 703.565796
	Iteration 3F: 3 clusters Score -141206.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -141268.656250 Penalty: 703.565796
	Iteration 4Q: 3 clusters Score -141268.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -141344.234375 Penalty: 703.565796
	Iteration 5Q: 3 clusters Score -141344.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -141417.625000 Penalty: 703.565796
	Iteration 6Q: 3 clusters Score -141417.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -141468.640625 Penalty: 703.565796
	Iteration 7Q: 3 clusters Score -141468.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -141503.812500 Penalty: 703.565796
	Iteration 8Q: 3 clusters Score -141503.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -141536.890625 Penalty: 703.565796
	Iteration 9Q: 3 clusters Score -141536.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -141571.921875 Penalty: 703.565796
	Iteration 10Q: 3 clusters Score -141571.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -141613.093750 Penalty: 703.565796
	Iteration 11Q: 3 clusters Score -141613.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -141659.171875 Penalty: 703.565796
	Iteration 12Q: 3 clusters Score -141659.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -141688.421875 Penalty: 703.565796
	Iteration 13Q: 3 clusters Score -141688.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -141711.890625 Penalty: 703.565796
	Iteration 14Q: 3 clusters Score -141711.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -141724.421875 Penalty: 703.565796
	Iteration 15Q: 3 clusters Score -141724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -141730.421875 Penalty: 703.565796
	Iteration 16Q: 3 clusters Score -141730.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -141734.468750 Penalty: 703.565796
	Iteration 17Q: 3 clusters Score -141734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -141738.406250 Penalty: 703.565796
	Iteration 18Q: 3 clusters Score -141738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -141742.703125 Penalty: 703.565796
	Iteration 19Q: 3 clusters Score -141742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -141746.640625 Penalty: 703.565796
	Iteration 20F: 3 clusters Score -141746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -141749.859375 Penalty: 703.565796
	Iteration 21Q: 3 clusters Score -141749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -141753.234375 Penalty: 703.565796
	Iteration 22Q: 3 clusters Score -141753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -141758.625000 Penalty: 703.565796
	Iteration 23Q: 3 clusters Score -141758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -141760.281250 Penalty: 703.565796
	Iteration 24Q: 3 clusters Score -141760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -141761.828125 Penalty: 703.565796
	Iteration 25Q: 3 clusters Score -141761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -141762.265625 Penalty: 703.565796
	Iteration 26Q: 3 clusters Score -141762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -141763.328125 Penalty: 703.565796
	Iteration 27Q: 3 clusters Score -141763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -141764.687500 Penalty: 703.565796
	Iteration 28Q: 3 clusters Score -141764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -141765.984375 Penalty: 703.565796
	Iteration 29Q: 3 clusters Score -141766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -141767.875000 Penalty: 703.565796
	Iteration 30Q: 3 clusters Score -141767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -141768.781250 Penalty: 703.565796
	Iteration 31Q: 3 clusters Score -141768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -141769.093750 Penalty: 703.565796
	Iteration 32Q: 3 clusters Score -141769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -141769.828125 Penalty: 703.565796
	Iteration 33Q: 3 clusters Score -141769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -141769.609375 Penalty: 703.565796
	Iteration 34Q: 3 clusters Score -141769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -141769.984375 Penalty: 703.565796
	Iteration 35Q: 3 clusters Score -141770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -141769.921875 Penalty: 703.565796
	Iteration 36Q: 3 clusters Score -141769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -141769.968750 Penalty: 703.565796
	Iteration 37Q: 3 clusters Score -141770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -141769.968750 Penalty: 703.565796
	Iteration 38F: 3 clusters Score -141770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Entering Unmasked Estep 
Score: -1007652.687500 Penalty: 441.728729
	Iteration 0F: 2 clusters Score -1007653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -996672.625000 Penalty: 883.457458
	Iteration 0F: 3 clusters Score -996672.6 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1001245.750000 Penalty: 883.457458
	Iteration 1F: 3 clusters Score -1001246 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1001585.937500 Penalty: 883.457458
	Iteration 2F: 3 clusters Score -1001586 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1002115.062500 Penalty: 883.457458
	Iteration 3F: 3 clusters Score -1002115 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1002848.312500 Penalty: 883.457458
	Iteration 4F: 3 clusters Score -1002848 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1003687.750000 Penalty: 883.457458
	Iteration 5F: 3 clusters Score -1003688 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1004263.812500 Penalty: 883.457458
	Iteration 6F: 3 clusters Score -1004264 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1004519.500000 Penalty: 883.457458
	Iteration 7Q: 3 clusters Score -1004520 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1004655.187500 Penalty: 883.457458
	Iteration 8Q: 3 clusters Score -1004655 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1004739.500000 Penalty: 883.457458
	Iteration 9Q: 3 clusters Score -1004740 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1004828.812500 Penalty: 883.457458
	Iteration 10Q: 3 clusters Score -1004829 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1004921.375000 Penalty: 883.457458
	Iteration 11Q: 3 clusters Score -1004921 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1005008.937500 Penalty: 883.457458
	Iteration 12Q: 3 clusters Score -1005009 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1005096.375000 Penalty: 883.457458
	Iteration 13Q: 3 clusters Score -1005096 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1005200.437500 Penalty: 883.457458
	Iteration 14Q: 3 clusters Score -1005200 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1005315.375000 Penalty: 883.457458
	Iteration 15Q: 3 clusters Score -1005315 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1005441.562500 Penalty: 883.457458
	Iteration 16Q: 3 clusters Score -1005442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1005593.500000 Penalty: 883.457458
	Iteration 17Q: 3 clusters Score -1005594 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1005762.937500 Penalty: 883.457458
	Iteration 18Q: 3 clusters Score -1005763 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1005886.937500 Penalty: 883.457458
	Iteration 19Q: 3 clusters Score -1005887 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1006010.500000 Penalty: 883.457458
	Iteration 20F: 3 clusters Score -1006010 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1006108.062500 Penalty: 883.457458
	Iteration 21Q: 3 clusters Score -1006108 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1006200.562500 Penalty: 883.457458
	Iteration 22Q: 3 clusters Score -1006201 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1006299.875000 Penalty: 883.457458
	Iteration 23Q: 3 clusters Score -1006300 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1006404.375000 Penalty: 883.457458
	Iteration 24Q: 3 clusters Score -1006404 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1006485.687500 Penalty: 883.457458
	Iteration 25Q: 3 clusters Score -1006486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1006554.437500 Penalty: 883.457458
	Iteration 26Q: 3 clusters Score -1006554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1006614.187500 Penalty: 883.457458
	Iteration 27Q: 3 clusters Score -1006614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1006683.437500 Penalty: 883.457458
	Iteration 28Q: 3 clusters Score -1006683 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1006732.500000 Penalty: 883.457458
	Iteration 29Q: 3 clusters Score -1006732 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1006784.125000 Penalty: 883.457458
	Iteration 30Q: 3 clusters Score -1006784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1006830.375000 Penalty: 883.457458
	Iteration 31Q: 3 clusters Score -1006830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1006871.750000 Penalty: 883.457458
	Iteration 32Q: 3 clusters Score -1006872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1006929.750000 Penalty: 883.457458
	Iteration 33Q: 3 clusters Score -1006930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1006973.437500 Penalty: 883.457458
	Iteration 34Q: 3 clusters Score -1006973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1007004.375000 Penalty: 883.457458
	Iteration 35Q: 3 clusters Score -1007004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1007034.687500 Penalty: 883.457458
	Iteration 36Q: 3 clusters Score -1007035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1007062.375000 Penalty: 883.457458
	Iteration 37Q: 3 clusters Score -1007062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1007082.937500 Penalty: 883.457458
	Iteration 38Q: 3 clusters Score -1007083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1007097.312500 Penalty: 883.457458
	Iteration 39Q: 3 clusters Score -1007097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1007122.375000 Penalty: 883.457458
	Iteration 40F: 3 clusters Score -1007122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1007138.562500 Penalty: 883.457458
	Iteration 41Q: 3 clusters Score -1007139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1007162.187500 Penalty: 883.457458
	Iteration 42Q: 3 clusters Score -1007162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1007176.187500 Penalty: 883.457458
	Iteration 43Q: 3 clusters Score -1007176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1007188.437500 Penalty: 883.457458
	Iteration 44Q: 3 clusters Score -1007188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1007199.625000 Penalty: 883.457458
	Iteration 45Q: 3 clusters Score -1007200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1007213.875000 Penalty: 883.457458
	Iteration 46Q: 3 clusters Score -1007214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1007222.687500 Penalty: 883.457458
	Iteration 47Q: 3 clusters Score -1007223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1007230.437500 Penalty: 883.457458
	Iteration 48Q: 3 clusters Score -1007230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1007233.312500 Penalty: 883.457458
	Iteration 49Q: 3 clusters Score -1007233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1007238.687500 Penalty: 883.457458
	Iteration 50Q: 3 clusters Score -1007239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1007244.937500 Penalty: 883.457458
	Iteration 51Q: 3 clusters Score -1007245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1007249.250000 Penalty: 883.457458
	Iteration 52Q: 3 clusters Score -1007249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1007251.937500 Penalty: 883.457458
	Iteration 53Q: 3 clusters Score -1007252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1007256.062500 Penalty: 883.457458
	Iteration 54Q: 3 clusters Score -1007256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1007260.187500 Penalty: 883.457458
	Iteration 55Q: 3 clusters Score -1007260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1007261.062500 Penalty: 883.457458
	Iteration 56Q: 3 clusters Score -1007261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1007263.562500 Penalty: 883.457458
	Iteration 57Q: 3 clusters Score -1007264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1007265.187500 Penalty: 883.457458
	Iteration 58Q: 3 clusters Score -1007265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1007269.062500 Penalty: 883.457458
	Iteration 59Q: 3 clusters Score -1007269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1007271.062500 Penalty: 883.457458
	Iteration 60F: 3 clusters Score -1007271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1007272.687500 Penalty: 883.457458
	Iteration 61Q: 3 clusters Score -1007273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1007274.937500 Penalty: 883.457458
	Iteration 62Q: 3 clusters Score -1007275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1007280.187500 Penalty: 883.457458
	Iteration 63Q: 3 clusters Score -1007280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1007286.562500 Penalty: 883.457458
	Iteration 64Q: 3 clusters Score -1007287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1007290.125000 Penalty: 883.457458
	Iteration 65Q: 3 clusters Score -1007290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1007295.187500 Penalty: 883.457458
	Iteration 66Q: 3 clusters Score -1007295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1007298.312500 Penalty: 883.457458
	Iteration 67Q: 3 clusters Score -1007298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1007300.625000 Penalty: 883.457458
	Iteration 68Q: 3 clusters Score -1007301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1007300.625000 Penalty: 883.457458
	Iteration 69Q: 3 clusters Score -1007301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1007300.625000 Penalty: 883.457458
	Iteration 70F: 3 clusters Score -1007301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Entering Unmasked Estep 
Score: -2613835.500000 Penalty: 481.826141
	Iteration 0F: 2 clusters Score -2613836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2588070.500000 Penalty: 963.652283
	Iteration 0F: 3 clusters Score -2588070 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2599137.750000 Penalty: 963.652283
	Iteration 1F: 3 clusters Score -2599138 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2599549.500000 Penalty: 963.652283
	Iteration 2Q: 3 clusters Score -2599550 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2600081.750000 Penalty: 963.652283
	Iteration 3Q: 3 clusters Score -2600082 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2600782.250000 Penalty: 963.652283
	Iteration 4Q: 3 clusters Score -2600782 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2601640.500000 Penalty: 963.652283
	Iteration 5Q: 3 clusters Score -2601640 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2602952.000000 Penalty: 963.652283
	Iteration 6F: 3 clusters Score -2602952 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2604722.000000 Penalty: 963.652283
	Iteration 7F: 3 clusters Score -2604722 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2606421.500000 Penalty: 963.652283
	Iteration 8F: 3 clusters Score -2606422 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2607229.750000 Penalty: 963.652283
	Iteration 9Q: 3 clusters Score -2607230 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2607542.750000 Penalty: 963.652283
	Iteration 10Q: 3 clusters Score -2607543 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2607658.750000 Penalty: 963.652283
	Iteration 11Q: 3 clusters Score -2607659 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2607758.000000 Penalty: 963.652283
	Iteration 12Q: 3 clusters Score -2607758 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2607833.500000 Penalty: 963.652283
	Iteration 13Q: 3 clusters Score -2607834 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2607917.250000 Penalty: 963.652283
	Iteration 14Q: 3 clusters Score -2607917 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2608000.750000 Penalty: 963.652283
	Iteration 15Q: 3 clusters Score -2608001 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2608077.250000 Penalty: 963.652283
	Iteration 16Q: 3 clusters Score -2608077 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2608199.250000 Penalty: 963.652283
	Iteration 17Q: 3 clusters Score -2608199 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2608276.750000 Penalty: 963.652283
	Iteration 18Q: 3 clusters Score -2608277 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2608368.250000 Penalty: 963.652283
	Iteration 19Q: 3 clusters Score -2608368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2608451.000000 Penalty: 963.652283
	Iteration 20F: 3 clusters Score -2608451 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2608538.500000 Penalty: 963.652283
	Iteration 21Q: 3 clusters Score -2608538 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2608617.500000 Penalty: 963.652283
	Iteration 22Q: 3 clusters Score -2608618 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2608705.250000 Penalty: 963.652283
	Iteration 23Q: 3 clusters Score -2608705 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2608770.500000 Penalty: 963.652283
	Iteration 24Q: 3 clusters Score -2608770 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2608839.750000 Penalty: 963.652283
	Iteration 25Q: 3 clusters Score -2608840 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2608914.000000 Penalty: 963.652283
	Iteration 26Q: 3 clusters Score -2608914 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2608972.000000 Penalty: 963.652283
	Iteration 27Q: 3 clusters Score -2608972 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2609040.000000 Penalty: 963.652283
	Iteration 28Q: 3 clusters Score -2609040 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2609100.250000 Penalty: 963.652283
	Iteration 29Q: 3 clusters Score -2609100 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2609171.250000 Penalty: 963.652283
	Iteration 30Q: 3 clusters Score -2609171 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2609257.250000 Penalty: 963.652283
	Iteration 31Q: 3 clusters Score -2609257 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2609346.000000 Penalty: 963.652283
	Iteration 32Q: 3 clusters Score -2609346 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -2609431.000000 Penalty: 963.652283
	Iteration 33Q: 3 clusters Score -2609431 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -2609551.000000 Penalty: 963.652283
	Iteration 34Q: 3 clusters Score -2609551 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2609689.750000 Penalty: 963.652283
	Iteration 35Q: 3 clusters Score -2609690 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -2609874.500000 Penalty: 963.652283
	Iteration 36Q: 3 clusters Score -2609874 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -2610074.250000 Penalty: 963.652283
	Iteration 37Q: 3 clusters Score -2610074 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -2610280.750000 Penalty: 963.652283
	Iteration 38Q: 3 clusters Score -2610281 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -2610489.500000 Penalty: 963.652283
	Iteration 39Q: 3 clusters Score -2610490 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -2610733.500000 Penalty: 963.652283
	Iteration 40F: 3 clusters Score -2610734 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -2610937.250000 Penalty: 963.652283
	Iteration 41Q: 3 clusters Score -2610937 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -2611140.000000 Penalty: 963.652283
	Iteration 42Q: 3 clusters Score -2611140 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -2611305.000000 Penalty: 963.652283
	Iteration 43Q: 3 clusters Score -2611305 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -2611489.500000 Penalty: 963.652283
	Iteration 44Q: 3 clusters Score -2611490 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -2611696.750000 Penalty: 963.652283
	Iteration 45Q: 3 clusters Score -2611697 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -2611914.000000 Penalty: 963.652283
	Iteration 46Q: 3 clusters Score -2611914 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2612191.250000 Penalty: 963.652283
	Iteration 47Q: 3 clusters Score -2612191 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -2612449.250000 Penalty: 963.652283
	Iteration 48Q: 3 clusters Score -2612449 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -2612679.500000 Penalty: 963.652283
	Iteration 49Q: 3 clusters Score -2612680 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -2612890.250000 Penalty: 963.652283
	Iteration 50Q: 3 clusters Score -2612890 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -2613119.000000 Penalty: 963.652283
	Iteration 51Q: 3 clusters Score -2613119 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -2613318.000000 Penalty: 963.652283
	Iteration 52Q: 3 clusters Score -2613318 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -2613444.750000 Penalty: 963.652283
	Iteration 53Q: 3 clusters Score -2613445 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -2613526.500000 Penalty: 963.652283
	Iteration 54Q: 3 clusters Score -2613526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -2613560.750000 Penalty: 963.652283
	Iteration 55Q: 3 clusters Score -2613561 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -2613582.500000 Penalty: 963.652283
	Iteration 56Q: 3 clusters Score -2613582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -2613597.000000 Penalty: 963.652283
	Iteration 57Q: 3 clusters Score -2613597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -2613597.000000 Penalty: 963.652283
	Iteration 58Q: 3 clusters Score -2613597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -2613604.500000 Penalty: 963.652283
	Iteration 59Q: 3 clusters Score -2613604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -2613609.250000 Penalty: 963.652283
	Iteration 60F: 3 clusters Score -2613609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -2613609.000000 Penalty: 963.652283
	Iteration 61Q: 3 clusters Score -2613609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -2613610.250000 Penalty: 963.652283
	Iteration 62Q: 3 clusters Score -2613610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -2613609.500000 Penalty: 963.652283
	Iteration 63Q: 3 clusters Score -2613610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -2613616.500000 Penalty: 963.652283
	Iteration 64Q: 3 clusters Score -2613616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -2613619.000000 Penalty: 963.652283
	Iteration 65Q: 3 clusters Score -2613619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -2613626.000000 Penalty: 963.652283
	Iteration 66Q: 3 clusters Score -2613626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -2613623.500000 Penalty: 963.652283
	Iteration 67Q: 3 clusters Score -2613624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -2613622.500000 Penalty: 963.652283
	Iteration 68Q: 3 clusters Score -2613622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -2613625.000000 Penalty: 963.652283
	Iteration 69Q: 3 clusters Score -2613625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -2613622.750000 Penalty: 963.652283
	Iteration 70Q: 3 clusters Score -2613623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -2613619.500000 Penalty: 963.652283
	Iteration 71Q: 3 clusters Score -2613620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -2613619.500000 Penalty: 963.652283
	Iteration 72F: 3 clusters Score -2613620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -258939.578125 Penalty: 377.854523
	Iteration 0F: 2 clusters Score -258939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -256190.171875 Penalty: 755.709045
	Iteration 0F: 3 clusters Score -256190.2 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -257162.421875 Penalty: 755.709045
	Iteration 1F: 3 clusters Score -257162.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -257263.703125 Penalty: 755.709045
	Iteration 2F: 3 clusters Score -257263.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -257359.031250 Penalty: 755.709045
	Iteration 3F: 3 clusters Score -257359 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -257453.062500 Penalty: 755.709045
	Iteration 4F: 3 clusters Score -257453.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -257556.140625 Penalty: 755.709045
	Iteration 5Q: 3 clusters Score -257556.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -257690.218750 Penalty: 755.709045
	Iteration 6F: 3 clusters Score -257690.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -257864.640625 Penalty: 755.709045
	Iteration 7F: 3 clusters Score -257864.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -258076.703125 Penalty: 755.709045
	Iteration 8F: 3 clusters Score -258076.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -258274.234375 Penalty: 755.709045
	Iteration 9Q: 3 clusters Score -258274.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -258407.796875 Penalty: 755.709045
	Iteration 10Q: 3 clusters Score -258407.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -258468.500000 Penalty: 755.709045
	Iteration 11Q: 3 clusters Score -258468.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -258519.062500 Penalty: 755.709045
	Iteration 12Q: 3 clusters Score -258519.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -258554.453125 Penalty: 755.709045
	Iteration 13Q: 3 clusters Score -258554.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -258584.390625 Penalty: 755.709045
	Iteration 14Q: 3 clusters Score -258584.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -258606.656250 Penalty: 755.709045
	Iteration 15Q: 3 clusters Score -258606.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -258617.796875 Penalty: 755.709045
	Iteration 16Q: 3 clusters Score -258617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -258619.718750 Penalty: 755.709045
	Iteration 17Q: 3 clusters Score -258619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -258621.312500 Penalty: 755.709045
	Iteration 18Q: 3 clusters Score -258621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -258622.640625 Penalty: 755.709045
	Iteration 19Q: 3 clusters Score -258622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -258623.718750 Penalty: 755.709045
	Iteration 20F: 3 clusters Score -258623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -258624.453125 Penalty: 755.709045
	Iteration 21Q: 3 clusters Score -258624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -258625.640625 Penalty: 755.709045
	Iteration 22Q: 3 clusters Score -258625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -258627.546875 Penalty: 755.709045
	Iteration 23Q: 3 clusters Score -258627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -258628.687500 Penalty: 755.709045
	Iteration 24Q: 3 clusters Score -258628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -258629.531250 Penalty: 755.709045
	Iteration 25Q: 3 clusters Score -258629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -258630.312500 Penalty: 755.709045
	Iteration 26Q: 3 clusters Score -258630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -258630.312500 Penalty: 755.709045
	Iteration 27F: 3 clusters Score -258630.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -48079.140625 Penalty: 311.196198
	Iteration 0F: 2 clusters Score -48079.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47312.359375 Penalty: 622.392395
	Iteration 0F: 3 clusters Score -47312.36 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47507.839844 Penalty: 622.392395
	Iteration 1F: 3 clusters Score -47507.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47561.511719 Penalty: 622.392395
	Iteration 2F: 3 clusters Score -47561.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47607.300781 Penalty: 622.392395
	Iteration 3F: 3 clusters Score -47607.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47664.261719 Penalty: 622.392395
	Iteration 4F: 3 clusters Score -47664.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47719.851562 Penalty: 622.392395
	Iteration 5F: 3 clusters Score -47719.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47763.062500 Penalty: 622.392395
	Iteration 6F: 3 clusters Score -47763.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47796.976562 Penalty: 622.392395
	Iteration 7Q: 3 clusters Score -47796.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47816.433594 Penalty: 622.392395
	Iteration 8Q: 3 clusters Score -47816.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47841.121094 Penalty: 622.392395
	Iteration 9Q: 3 clusters Score -47841.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47871.714844 Penalty: 622.392395
	Iteration 10Q: 3 clusters Score -47871.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47908.500000 Penalty: 622.392395
	Iteration 11Q: 3 clusters Score -47908.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47931.710938 Penalty: 622.392395
	Iteration 12Q: 3 clusters Score -47931.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47950.292969 Penalty: 622.392395
	Iteration 13Q: 3 clusters Score -47950.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47965.632812 Penalty: 622.392395
	Iteration 14Q: 3 clusters Score -47965.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47973.753906 Penalty: 622.392395
	Iteration 15Q: 3 clusters Score -47973.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47982.011719 Penalty: 622.392395
	Iteration 16Q: 3 clusters Score -47982.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47987.839844 Penalty: 622.392395
	Iteration 17Q: 3 clusters Score -47987.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47990.242188 Penalty: 622.392395
	Iteration 18Q: 3 clusters Score -47990.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47992.859375 Penalty: 622.392395
	Iteration 19Q: 3 clusters Score -47992.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47995.359375 Penalty: 622.392395
	Iteration 20F: 3 clusters Score -47995.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47999.746094 Penalty: 622.392395
	Iteration 21Q: 3 clusters Score -47999.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48002.082031 Penalty: 622.392395
	Iteration 22Q: 3 clusters Score -48002.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48007.828125 Penalty: 622.392395
	Iteration 23Q: 3 clusters Score -48007.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48009.003906 Penalty: 622.392395
	Iteration 24Q: 3 clusters Score -48009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48009.003906 Penalty: 622.392395
	Iteration 25F: 3 clusters Score -48009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -202623.468750 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -202623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -200207.187500 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -200207.2 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -201173.734375 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -201173.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -201337.281250 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -201337.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -201482.203125 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -201482.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -201629.812500 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -201629.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -201772.578125 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -201772.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -201886.828125 Penalty: 743.461182
	Iteration 6Q: 3 clusters Score -201886.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -201968.343750 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -201968.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -202012.359375 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -202012.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -202039.843750 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -202039.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -202061.843750 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -202061.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -202075.093750 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -202075.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -202088.578125 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -202088.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -202099.968750 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -202100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -202109.531250 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -202109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -202115.031250 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -202115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202121.640625 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -202121.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202127.437500 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -202127.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202133.562500 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -202133.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202137.578125 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -202137.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202141.937500 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -202141.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202145.375000 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -202145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202152.656250 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -202152.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202163.437500 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -202163.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202180.203125 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -202180.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202212.453125 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -202212.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -202237.125000 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -202237.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -202255.250000 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -202255.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -202264.484375 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -202264.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -202274.625000 Penalty: 743.461182
	Iteration 29Q: 3 clusters Score -202274.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -202283.078125 Penalty: 743.461182
	Iteration 30Q: 3 clusters Score -202283.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -202292.671875 Penalty: 743.461182
	Iteration 31Q: 3 clusters Score -202292.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202301.812500 Penalty: 743.461182
	Iteration 32Q: 3 clusters Score -202301.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -202309.796875 Penalty: 743.461182
	Iteration 33Q: 3 clusters Score -202309.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -202318.859375 Penalty: 743.461182
	Iteration 34Q: 3 clusters Score -202318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -202328.421875 Penalty: 743.461182
	Iteration 35Q: 3 clusters Score -202328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -202336.921875 Penalty: 743.461182
	Iteration 36Q: 3 clusters Score -202336.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -202345.640625 Penalty: 743.461182
	Iteration 37Q: 3 clusters Score -202345.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202356.390625 Penalty: 743.461182
	Iteration 38Q: 3 clusters Score -202356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202367.500000 Penalty: 743.461182
	Iteration 39Q: 3 clusters Score -202367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -202374.031250 Penalty: 743.461182
	Iteration 40F: 3 clusters Score -202374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -202380.562500 Penalty: 743.461182
	Iteration 41Q: 3 clusters Score -202380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -202382.203125 Penalty: 743.461182
	Iteration 42Q: 3 clusters Score -202382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202383.828125 Penalty: 743.461182
	Iteration 43Q: 3 clusters Score -202383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -202385.359375 Penalty: 743.461182
	Iteration 44Q: 3 clusters Score -202385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -202385.968750 Penalty: 743.461182
	Iteration 45Q: 3 clusters Score -202386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -202386.328125 Penalty: 743.461182
	Iteration 46Q: 3 clusters Score -202386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -202386.328125 Penalty: 743.461182
	Iteration 47F: 3 clusters Score -202386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (73880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Entering Unmasked Estep 
Score: -4717078.500000 Penalty: 510.063995
	Iteration 0F: 2 clusters Score -4717078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -4667506.500000 Penalty: 1020.127991
	Iteration 0F: 3 clusters Score -4667506 nChanged 35862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -4690704.000000 Penalty: 1020.127991
	Iteration 1F: 3 clusters Score -4690704 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -4693279.000000 Penalty: 1020.127991
	Iteration 2F: 3 clusters Score -4693279 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -4697355.500000 Penalty: 1020.127991
	Iteration 3F: 3 clusters Score -4697356 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -4703164.000000 Penalty: 1020.127991
	Iteration 4F: 3 clusters Score -4703164 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -4709255.000000 Penalty: 1020.127991
	Iteration 5F: 3 clusters Score -4709255 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -4713677.000000 Penalty: 1020.127991
	Iteration 6F: 3 clusters Score -4713677 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -4715758.000000 Penalty: 1020.127991
	Iteration 7Q: 3 clusters Score -4715758 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -4716356.500000 Penalty: 1020.127991
	Iteration 8Q: 3 clusters Score -4716356 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -4716530.500000 Penalty: 1020.127991
	Iteration 9Q: 3 clusters Score -4716530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -4716599.000000 Penalty: 1020.127991
	Iteration 10Q: 3 clusters Score -4716599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -4716613.000000 Penalty: 1020.127991
	Iteration 11Q: 3 clusters Score -4716613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -4716625.500000 Penalty: 1020.127991
	Iteration 12Q: 3 clusters Score -4716626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -4716637.500000 Penalty: 1020.127991
	Iteration 13Q: 3 clusters Score -4716638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -4716638.500000 Penalty: 1020.127991
	Iteration 14Q: 3 clusters Score -4716638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -4716639.500000 Penalty: 1020.127991
	Iteration 15Q: 3 clusters Score -4716640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4716649.500000 Penalty: 1020.127991
	Iteration 16Q: 3 clusters Score -4716650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4716651.500000 Penalty: 1020.127991
	Iteration 17Q: 3 clusters Score -4716652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4716655.000000 Penalty: 1020.127991
	Iteration 18Q: 3 clusters Score -4716655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -4716657.000000 Penalty: 1020.127991
	Iteration 19Q: 3 clusters Score -4716657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -4716653.500000 Penalty: 1020.127991
	Iteration 20F: 3 clusters Score -4716654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -4716655.500000 Penalty: 1020.127991
	Iteration 21Q: 3 clusters Score -4716656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4716656.500000 Penalty: 1020.127991
	Iteration 22Q: 3 clusters Score -4716656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4716656.500000 Penalty: 1020.127991
	Iteration 23F: 3 clusters Score -4716656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Entering Unmasked Estep 
Score: -1606080.125000 Penalty: 460.289734
	Iteration 0F: 2 clusters Score -1606080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1589591.625000 Penalty: 920.579468
	Iteration 0F: 3 clusters Score -1589592 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1596661.625000 Penalty: 920.579468
	Iteration 1F: 3 clusters Score -1596662 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1597151.125000 Penalty: 920.579468
	Iteration 2Q: 3 clusters Score -1597151 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1597803.250000 Penalty: 920.579468
	Iteration 3F: 3 clusters Score -1597803 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1598714.000000 Penalty: 920.579468
	Iteration 4F: 3 clusters Score -1598714 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1600017.000000 Penalty: 920.579468
	Iteration 5F: 3 clusters Score -1600017 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1601333.250000 Penalty: 920.579468
	Iteration 6F: 3 clusters Score -1601333 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1602330.625000 Penalty: 920.579468
	Iteration 7F: 3 clusters Score -1602331 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1602867.000000 Penalty: 920.579468
	Iteration 8Q: 3 clusters Score -1602867 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1603115.125000 Penalty: 920.579468
	Iteration 9Q: 3 clusters Score -1603115 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1603257.875000 Penalty: 920.579468
	Iteration 10Q: 3 clusters Score -1603258 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1603382.250000 Penalty: 920.579468
	Iteration 11Q: 3 clusters Score -1603382 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1603512.750000 Penalty: 920.579468
	Iteration 12Q: 3 clusters Score -1603513 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1603644.250000 Penalty: 920.579468
	Iteration 13Q: 3 clusters Score -1603644 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1603802.375000 Penalty: 920.579468
	Iteration 14Q: 3 clusters Score -1603802 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1603965.625000 Penalty: 920.579468
	Iteration 15Q: 3 clusters Score -1603966 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1604124.125000 Penalty: 920.579468
	Iteration 16Q: 3 clusters Score -1604124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1604232.875000 Penalty: 920.579468
	Iteration 17Q: 3 clusters Score -1604233 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1604311.125000 Penalty: 920.579468
	Iteration 18Q: 3 clusters Score -1604311 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1604376.625000 Penalty: 920.579468
	Iteration 19Q: 3 clusters Score -1604377 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1604418.500000 Penalty: 920.579468
	Iteration 20F: 3 clusters Score -1604418 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1604457.625000 Penalty: 920.579468
	Iteration 21Q: 3 clusters Score -1604458 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1604484.750000 Penalty: 920.579468
	Iteration 22Q: 3 clusters Score -1604485 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1604516.625000 Penalty: 920.579468
	Iteration 23Q: 3 clusters Score -1604517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1604545.125000 Penalty: 920.579468
	Iteration 24Q: 3 clusters Score -1604545 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1604577.250000 Penalty: 920.579468
	Iteration 25Q: 3 clusters Score -1604577 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1604598.500000 Penalty: 920.579468
	Iteration 26Q: 3 clusters Score -1604598 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1604627.875000 Penalty: 920.579468
	Iteration 27Q: 3 clusters Score -1604628 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1604657.875000 Penalty: 920.579468
	Iteration 28Q: 3 clusters Score -1604658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1604673.375000 Penalty: 920.579468
	Iteration 29Q: 3 clusters Score -1604673 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1604686.250000 Penalty: 920.579468
	Iteration 30Q: 3 clusters Score -1604686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1604696.750000 Penalty: 920.579468
	Iteration 31Q: 3 clusters Score -1604697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1604721.750000 Penalty: 920.579468
	Iteration 32Q: 3 clusters Score -1604722 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1604736.750000 Penalty: 920.579468
	Iteration 33Q: 3 clusters Score -1604737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1604761.250000 Penalty: 920.579468
	Iteration 34Q: 3 clusters Score -1604761 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1604781.500000 Penalty: 920.579468
	Iteration 35Q: 3 clusters Score -1604782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1604801.000000 Penalty: 920.579468
	Iteration 36Q: 3 clusters Score -1604801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1604820.250000 Penalty: 920.579468
	Iteration 37Q: 3 clusters Score -1604820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1604837.125000 Penalty: 920.579468
	Iteration 38Q: 3 clusters Score -1604837 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1604853.875000 Penalty: 920.579468
	Iteration 39Q: 3 clusters Score -1604854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1604876.250000 Penalty: 920.579468
	Iteration 40F: 3 clusters Score -1604876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1604889.875000 Penalty: 920.579468
	Iteration 41Q: 3 clusters Score -1604890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1604902.875000 Penalty: 920.579468
	Iteration 42Q: 3 clusters Score -1604903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1604916.250000 Penalty: 920.579468
	Iteration 43Q: 3 clusters Score -1604916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1604927.500000 Penalty: 920.579468
	Iteration 44Q: 3 clusters Score -1604928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1604951.375000 Penalty: 920.579468
	Iteration 45Q: 3 clusters Score -1604951 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1604968.875000 Penalty: 920.579468
	Iteration 46Q: 3 clusters Score -1604969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1604985.875000 Penalty: 920.579468
	Iteration 47Q: 3 clusters Score -1604986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1605010.250000 Penalty: 920.579468
	Iteration 48Q: 3 clusters Score -1605010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1605015.750000 Penalty: 920.579468
	Iteration 49Q: 3 clusters Score -1605016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1605029.500000 Penalty: 920.579468
	Iteration 50Q: 3 clusters Score -1605030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1605040.500000 Penalty: 920.579468
	Iteration 51Q: 3 clusters Score -1605040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1605054.500000 Penalty: 920.579468
	Iteration 52Q: 3 clusters Score -1605054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1605060.625000 Penalty: 920.579468
	Iteration 53Q: 3 clusters Score -1605061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1605075.750000 Penalty: 920.579468
	Iteration 54Q: 3 clusters Score -1605076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1605088.500000 Penalty: 920.579468
	Iteration 55Q: 3 clusters Score -1605088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -1605094.125000 Penalty: 920.579468
	Iteration 56Q: 3 clusters Score -1605094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1605100.125000 Penalty: 920.579468
	Iteration 57Q: 3 clusters Score -1605100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1605104.625000 Penalty: 920.579468
	Iteration 58Q: 3 clusters Score -1605105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1605108.500000 Penalty: 920.579468
	Iteration 59Q: 3 clusters Score -1605108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1605113.250000 Penalty: 920.579468
	Iteration 60F: 3 clusters Score -1605113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1605116.000000 Penalty: 920.579468
	Iteration 61Q: 3 clusters Score -1605116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1605123.250000 Penalty: 920.579468
	Iteration 62Q: 3 clusters Score -1605123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1605136.000000 Penalty: 920.579468
	Iteration 63Q: 3 clusters Score -1605136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1605146.250000 Penalty: 920.579468
	Iteration 64Q: 3 clusters Score -1605146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1605146.625000 Penalty: 920.579468
	Iteration 65Q: 3 clusters Score -1605147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1605151.250000 Penalty: 920.579468
	Iteration 66Q: 3 clusters Score -1605151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1605154.375000 Penalty: 920.579468
	Iteration 67Q: 3 clusters Score -1605154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1605157.250000 Penalty: 920.579468
	Iteration 68Q: 3 clusters Score -1605157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1605167.250000 Penalty: 920.579468
	Iteration 69Q: 3 clusters Score -1605167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1605168.375000 Penalty: 920.579468
	Iteration 70Q: 3 clusters Score -1605168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1605169.750000 Penalty: 920.579468
	Iteration 71Q: 3 clusters Score -1605170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1605172.500000 Penalty: 920.579468
	Iteration 72Q: 3 clusters Score -1605172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1605176.625000 Penalty: 920.579468
	Iteration 73Q: 3 clusters Score -1605177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1605173.750000 Penalty: 920.579468
	Iteration 74Q: 3 clusters Score -1605174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1605176.625000 Penalty: 920.579468
	Iteration 75Q: 3 clusters Score -1605177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1605174.500000 Penalty: 920.579468
	Iteration 76Q: 3 clusters Score -1605174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1605181.250000 Penalty: 920.579468
	Iteration 77Q: 3 clusters Score -1605181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1605184.500000 Penalty: 920.579468
	Iteration 78Q: 3 clusters Score -1605184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1605185.375000 Penalty: 920.579468
	Iteration 79Q: 3 clusters Score -1605185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1605186.000000 Penalty: 920.579468
	Iteration 80F: 3 clusters Score -1605186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1605187.500000 Penalty: 920.579468
	Iteration 81Q: 3 clusters Score -1605188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1605187.375000 Penalty: 920.579468
	Iteration 82Q: 3 clusters Score -1605187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1605186.000000 Penalty: 920.579468
	Iteration 83Q: 3 clusters Score -1605186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1605188.625000 Penalty: 920.579468
	Iteration 84Q: 3 clusters Score -1605189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1605189.625000 Penalty: 920.579468
	Iteration 85Q: 3 clusters Score -1605190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1605188.750000 Penalty: 920.579468
	Iteration 86Q: 3 clusters Score -1605189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1605189.500000 Penalty: 920.579468
	Iteration 87Q: 3 clusters Score -1605190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1605188.750000 Penalty: 920.579468
	Iteration 88Q: 3 clusters Score -1605189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1605191.625000 Penalty: 920.579468
	Iteration 89Q: 3 clusters Score -1605192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1605192.375000 Penalty: 920.579468
	Iteration 90Q: 3 clusters Score -1605192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1605194.375000 Penalty: 920.579468
	Iteration 91Q: 3 clusters Score -1605194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1605196.125000 Penalty: 920.579468
	Iteration 92Q: 3 clusters Score -1605196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1605194.125000 Penalty: 920.579468
	Iteration 93Q: 3 clusters Score -1605194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1605193.250000 Penalty: 920.579468
	Iteration 94Q: 3 clusters Score -1605193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1605192.625000 Penalty: 920.579468
	Iteration 95Q: 3 clusters Score -1605193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1605192.375000 Penalty: 920.579468
	Iteration 96Q: 3 clusters Score -1605192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1605191.250000 Penalty: 920.579468
	Iteration 97Q: 3 clusters Score -1605191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1605191.375000 Penalty: 920.579468
	Iteration 98Q: 3 clusters Score -1605191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1605192.000000 Penalty: 920.579468
	Iteration 99Q: 3 clusters Score -1605192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1605192.000000 Penalty: 920.579468
	Iteration 100F: 3 clusters Score -1605192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Entering Unmasked Estep 
Score: -2452942.250000 Penalty: 481.103302
	Iteration 0F: 2 clusters Score -2452942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2426643.250000 Penalty: 962.206604
	Iteration 0F: 3 clusters Score -2426643 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2437867.500000 Penalty: 962.206604
	Iteration 1F: 3 clusters Score -2437868 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2438938.250000 Penalty: 962.206604
	Iteration 2F: 3 clusters Score -2438938 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2440761.500000 Penalty: 962.206604
	Iteration 3F: 3 clusters Score -2440762 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2443663.000000 Penalty: 962.206604
	Iteration 4F: 3 clusters Score -2443663 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2446876.250000 Penalty: 962.206604
	Iteration 5F: 3 clusters Score -2446876 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2449122.750000 Penalty: 962.206604
	Iteration 6F: 3 clusters Score -2449123 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2450287.000000 Penalty: 962.206604
	Iteration 7Q: 3 clusters Score -2450287 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2450947.500000 Penalty: 962.206604
	Iteration 8Q: 3 clusters Score -2450948 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2451346.250000 Penalty: 962.206604
	Iteration 9Q: 3 clusters Score -2451346 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2451629.250000 Penalty: 962.206604
	Iteration 10Q: 3 clusters Score -2451629 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2451841.750000 Penalty: 962.206604
	Iteration 11Q: 3 clusters Score -2451842 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2452018.000000 Penalty: 962.206604
	Iteration 12Q: 3 clusters Score -2452018 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2452176.500000 Penalty: 962.206604
	Iteration 13Q: 3 clusters Score -2452176 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2452296.750000 Penalty: 962.206604
	Iteration 14Q: 3 clusters Score -2452297 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2452358.500000 Penalty: 962.206604
	Iteration 15Q: 3 clusters Score -2452358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2452407.500000 Penalty: 962.206604
	Iteration 16Q: 3 clusters Score -2452408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2452442.750000 Penalty: 962.206604
	Iteration 17Q: 3 clusters Score -2452443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2452478.250000 Penalty: 962.206604
	Iteration 18Q: 3 clusters Score -2452478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2452519.000000 Penalty: 962.206604
	Iteration 19Q: 3 clusters Score -2452519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2452541.500000 Penalty: 962.206604
	Iteration 20F: 3 clusters Score -2452542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2452570.250000 Penalty: 962.206604
	Iteration 21Q: 3 clusters Score -2452570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2452585.500000 Penalty: 962.206604
	Iteration 22Q: 3 clusters Score -2452586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2452599.000000 Penalty: 962.206604
	Iteration 23Q: 3 clusters Score -2452599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2452606.000000 Penalty: 962.206604
	Iteration 24Q: 3 clusters Score -2452606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2452608.750000 Penalty: 962.206604
	Iteration 25Q: 3 clusters Score -2452609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2452615.250000 Penalty: 962.206604
	Iteration 26Q: 3 clusters Score -2452615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2452622.500000 Penalty: 962.206604
	Iteration 27Q: 3 clusters Score -2452622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2452628.000000 Penalty: 962.206604
	Iteration 28Q: 3 clusters Score -2452628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2452627.500000 Penalty: 962.206604
	Iteration 29Q: 3 clusters Score -2452628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2452632.000000 Penalty: 962.206604
	Iteration 30Q: 3 clusters Score -2452632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2452634.000000 Penalty: 962.206604
	Iteration 31Q: 3 clusters Score -2452634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2452638.750000 Penalty: 962.206604
	Iteration 32Q: 3 clusters Score -2452639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2452640.000000 Penalty: 962.206604
	Iteration 33Q: 3 clusters Score -2452640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2452640.500000 Penalty: 962.206604
	Iteration 34Q: 3 clusters Score -2452640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2452640.000000 Penalty: 962.206604
	Iteration 35Q: 3 clusters Score -2452640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2452639.500000 Penalty: 962.206604
	Iteration 36Q: 3 clusters Score -2452640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2452638.750000 Penalty: 962.206604
	Iteration 37Q: 3 clusters Score -2452639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2452638.750000 Penalty: 962.206604
	Iteration 38Q: 3 clusters Score -2452639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2452641.750000 Penalty: 962.206604
	Iteration 39Q: 3 clusters Score -2452642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2452647.750000 Penalty: 962.206604
	Iteration 40F: 3 clusters Score -2452648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2452647.250000 Penalty: 962.206604
	Iteration 41Q: 3 clusters Score -2452647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2452650.250000 Penalty: 962.206604
	Iteration 42Q: 3 clusters Score -2452650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2452651.500000 Penalty: 962.206604
	Iteration 43Q: 3 clusters Score -2452652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2452648.250000 Penalty: 962.206604
	Iteration 44Q: 3 clusters Score -2452648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2452650.250000 Penalty: 962.206604
	Iteration 45Q: 3 clusters Score -2452650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2452652.250000 Penalty: 962.206604
	Iteration 46Q: 3 clusters Score -2452652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2452652.500000 Penalty: 962.206604
	Iteration 47Q: 3 clusters Score -2452652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2452652.500000 Penalty: 962.206604
	Iteration 48F: 3 clusters Score -2452652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -551333.625000 Penalty: 415.013763
	Iteration 0F: 2 clusters Score -551333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -545302.875000 Penalty: 830.027527
	Iteration 0F: 3 clusters Score -545302.9 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -547929.250000 Penalty: 830.027527
	Iteration 1F: 3 clusters Score -547929.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -548488.125000 Penalty: 830.027527
	Iteration 2F: 3 clusters Score -548488.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -549135.687500 Penalty: 830.027527
	Iteration 3F: 3 clusters Score -549135.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -549658.000000 Penalty: 830.027527
	Iteration 4F: 3 clusters Score -549658 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -549978.187500 Penalty: 830.027527
	Iteration 5F: 3 clusters Score -549978.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -550163.062500 Penalty: 830.027527
	Iteration 6Q: 3 clusters Score -550163.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -550301.437500 Penalty: 830.027527
	Iteration 7Q: 3 clusters Score -550301.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -550420.125000 Penalty: 830.027527
	Iteration 8Q: 3 clusters Score -550420.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -550548.250000 Penalty: 830.027527
	Iteration 9Q: 3 clusters Score -550548.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -550673.687500 Penalty: 830.027527
	Iteration 10Q: 3 clusters Score -550673.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -550807.625000 Penalty: 830.027527
	Iteration 11Q: 3 clusters Score -550807.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -550922.000000 Penalty: 830.027527
	Iteration 12Q: 3 clusters Score -550922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -551005.000000 Penalty: 830.027527
	Iteration 13Q: 3 clusters Score -551005 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -551064.125000 Penalty: 830.027527
	Iteration 14Q: 3 clusters Score -551064.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -551095.187500 Penalty: 830.027527
	Iteration 15Q: 3 clusters Score -551095.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -551114.562500 Penalty: 830.027527
	Iteration 16Q: 3 clusters Score -551114.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -551124.875000 Penalty: 830.027527
	Iteration 17Q: 3 clusters Score -551124.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -551132.937500 Penalty: 830.027527
	Iteration 18Q: 3 clusters Score -551132.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -551134.562500 Penalty: 830.027527
	Iteration 19Q: 3 clusters Score -551134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -551141.687500 Penalty: 830.027527
	Iteration 20F: 3 clusters Score -551141.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -551143.312500 Penalty: 830.027527
	Iteration 21Q: 3 clusters Score -551143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -551145.375000 Penalty: 830.027527
	Iteration 22Q: 3 clusters Score -551145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -551145.375000 Penalty: 830.027527
	Iteration 23Q: 3 clusters Score -551145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -551146.750000 Penalty: 830.027527
	Iteration 24Q: 3 clusters Score -551146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -551147.062500 Penalty: 830.027527
	Iteration 25Q: 3 clusters Score -551147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -551148.312500 Penalty: 830.027527
	Iteration 26Q: 3 clusters Score -551148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -551147.500000 Penalty: 830.027527
	Iteration 27Q: 3 clusters Score -551147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -551147.500000 Penalty: 830.027527
	Iteration 28F: 3 clusters Score -551147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -239284.031250 Penalty: 377.526917
	Iteration 0F: 2 clusters Score -239284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -236549.562500 Penalty: 755.053833
	Iteration 0F: 3 clusters Score -236549.6 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -237513.296875 Penalty: 755.053833
	Iteration 1F: 3 clusters Score -237513.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -237609.343750 Penalty: 755.053833
	Iteration 2F: 3 clusters Score -237609.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -237694.125000 Penalty: 755.053833
	Iteration 3Q: 3 clusters Score -237694.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -237807.546875 Penalty: 755.053833
	Iteration 4Q: 3 clusters Score -237807.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -237940.375000 Penalty: 755.053833
	Iteration 5F: 3 clusters Score -237940.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -238078.203125 Penalty: 755.053833
	Iteration 6F: 3 clusters Score -238078.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -238218.078125 Penalty: 755.053833
	Iteration 7Q: 3 clusters Score -238218.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -238330.421875 Penalty: 755.053833
	Iteration 8Q: 3 clusters Score -238330.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -238423.390625 Penalty: 755.053833
	Iteration 9Q: 3 clusters Score -238423.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -238485.406250 Penalty: 755.053833
	Iteration 10Q: 3 clusters Score -238485.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -238529.546875 Penalty: 755.053833
	Iteration 11Q: 3 clusters Score -238529.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -238569.718750 Penalty: 755.053833
	Iteration 12Q: 3 clusters Score -238569.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -238628.312500 Penalty: 755.053833
	Iteration 13Q: 3 clusters Score -238628.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -238682.953125 Penalty: 755.053833
	Iteration 14Q: 3 clusters Score -238683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -238720.234375 Penalty: 755.053833
	Iteration 15Q: 3 clusters Score -238720.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -238752.125000 Penalty: 755.053833
	Iteration 16Q: 3 clusters Score -238752.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -238787.593750 Penalty: 755.053833
	Iteration 17Q: 3 clusters Score -238787.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -238827.187500 Penalty: 755.053833
	Iteration 18Q: 3 clusters Score -238827.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -238856.265625 Penalty: 755.053833
	Iteration 19Q: 3 clusters Score -238856.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -238872.546875 Penalty: 755.053833
	Iteration 20F: 3 clusters Score -238872.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -238885.937500 Penalty: 755.053833
	Iteration 21Q: 3 clusters Score -238885.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -238893.328125 Penalty: 755.053833
	Iteration 22Q: 3 clusters Score -238893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -238899.453125 Penalty: 755.053833
	Iteration 23Q: 3 clusters Score -238899.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -238904.234375 Penalty: 755.053833
	Iteration 24Q: 3 clusters Score -238904.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -238907.265625 Penalty: 755.053833
	Iteration 25Q: 3 clusters Score -238907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -238911.765625 Penalty: 755.053833
	Iteration 26Q: 3 clusters Score -238911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -238917.000000 Penalty: 755.053833
	Iteration 27Q: 3 clusters Score -238917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -238919.968750 Penalty: 755.053833
	Iteration 28Q: 3 clusters Score -238920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -238922.875000 Penalty: 755.053833
	Iteration 29Q: 3 clusters Score -238922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -238925.500000 Penalty: 755.053833
	Iteration 30Q: 3 clusters Score -238925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -238928.968750 Penalty: 755.053833
	Iteration 31Q: 3 clusters Score -238929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -238932.296875 Penalty: 755.053833
	Iteration 32Q: 3 clusters Score -238932.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -238938.218750 Penalty: 755.053833
	Iteration 33Q: 3 clusters Score -238938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -238944.093750 Penalty: 755.053833
	Iteration 34Q: 3 clusters Score -238944.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -238947.609375 Penalty: 755.053833
	Iteration 35Q: 3 clusters Score -238947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -238949.375000 Penalty: 755.053833
	Iteration 36Q: 3 clusters Score -238949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -238949.437500 Penalty: 755.053833
	Iteration 37Q: 3 clusters Score -238949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -238949.437500 Penalty: 755.053833
	Iteration 38F: 3 clusters Score -238949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -26407.449219 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -26407.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25910.492188 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -25910.49 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26074.119141 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -26074.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26126.064453 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -26126.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26147.830078 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -26147.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26159.789062 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -26159.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26174.027344 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -26174.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26181.771484 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -26181.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26189.031250 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -26189.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26192.912109 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -26192.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26194.904297 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -26194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26196.601562 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -26196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26197.808594 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -26197.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26201.345703 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -26201.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26205.816406 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -26205.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26209.802734 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -26209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26211.728516 Penalty: 567.865112
	Iteration 15Q: 3 clusters Score -26211.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26212.253906 Penalty: 567.865112
	Iteration 16Q: 3 clusters Score -26212.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26212.253906 Penalty: 567.865112
	Iteration 17F: 3 clusters Score -26212.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27455 members 
Mstep: Class 6 contains 29039 members 
Mstep: Class 7 contains 44120 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 12 contains 72775 members 
Mstep: Class 13 contains 87866 members 
Mstep: Class 14 contains 42844 members 
Mstep: Class 15 contains 42323 members 
Mstep: Class 16 contains 20630 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2279 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 39719 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3533 members 
Mstep: Class 28 contains 73880 members 
Mstep: Class 30 contains 24742 members 
Mstep: Class 31 contains 39093 members 
Mstep: Class 32 contains 9147 members 
Mstep: Class 33 contains 4013 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243164.000000 Penalty: 20201.414062
Iteration 199Q: 34 clusters Score -4.224316e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 80488 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27462 members 
Mstep: Class 6 contains 29050 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 10999 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 73152 members 
Mstep: Class 13 contains 87781 members 
Mstep: Class 14 contains 42832 members 
Mstep: Class 15 contains 42348 members 
Mstep: Class 16 contains 20587 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2268 members 
Mstep: Class 23 contains 16549 members 
Mstep: Class 24 contains 39699 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3531 members 
Mstep: Class 28 contains 73833 members 
Mstep: Class 30 contains 24703 members 
Mstep: Class 31 contains 39068 members 
Mstep: Class 32 contains 9155 members 
Mstep: Class 33 contains 3983 members 
Mstep: Class 34 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243260.000000 Penalty: 20201.414062
Iteration 200F: 34 clusters Score -4.224326e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 80330 members 
Mstep: Class 3 contains 1446 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27476 members 
Mstep: Class 6 contains 29085 members 
Mstep: Class 7 contains 44144 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 10983 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 73551 members 
Mstep: Class 13 contains 87682 members 
Mstep: Class 14 contains 42824 members 
Mstep: Class 15 contains 42378 members 
Mstep: Class 16 contains 20534 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 16658 members 
Mstep: Class 24 contains 39671 members 
Mstep: Class 25 contains 4026 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3532 members 
Mstep: Class 28 contains 73758 members 
Mstep: Class 30 contains 24670 members 
Mstep: Class 31 contains 39036 members 
Mstep: Class 32 contains 9158 members 
Mstep: Class 33 contains 3962 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243244.000000 Penalty: 20201.414062
Iteration 201Q: 34 clusters Score -4.224324e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 80142 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27484 members 
Mstep: Class 6 contains 29137 members 
Mstep: Class 7 contains 44168 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 10961 members 
Mstep: Class 11 contains 1314 members 
Mstep: Class 12 contains 73958 members 
Mstep: Class 13 contains 87570 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 42416 members 
Mstep: Class 16 contains 20477 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 16754 members 
Mstep: Class 24 contains 39659 members 
Mstep: Class 25 contains 4019 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 73705 members 
Mstep: Class 30 contains 24621 members 
Mstep: Class 31 contains 39006 members 
Mstep: Class 32 contains 9169 members 
Mstep: Class 33 contains 3935 members 
Mstep: Class 34 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243440.000000 Penalty: 20201.414062
Iteration 202Q: 34 clusters Score -4.224344e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 79924 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27494 members 
Mstep: Class 6 contains 29225 members 
Mstep: Class 7 contains 44177 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 74372 members 
Mstep: Class 13 contains 87425 members 
Mstep: Class 14 contains 42813 members 
Mstep: Class 15 contains 42459 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 16860 members 
Mstep: Class 24 contains 39645 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 73653 members 
Mstep: Class 30 contains 24568 members 
Mstep: Class 31 contains 38973 members 
Mstep: Class 32 contains 9183 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243592.000000 Penalty: 20201.414062
Iteration 203Q: 34 clusters Score -4.224359e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 79763 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27504 members 
Mstep: Class 6 contains 29336 members 
Mstep: Class 7 contains 44175 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 10919 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 74722 members 
Mstep: Class 13 contains 87278 members 
Mstep: Class 14 contains 42807 members 
Mstep: Class 15 contains 42477 members 
Mstep: Class 16 contains 20346 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 16972 members 
Mstep: Class 24 contains 39639 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 73612 members 
Mstep: Class 30 contains 24539 members 
Mstep: Class 31 contains 38940 members 
Mstep: Class 32 contains 9188 members 
Mstep: Class 33 contains 3895 members 
Mstep: Class 34 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243772.000000 Penalty: 20201.414062
Iteration 204Q: 34 clusters Score -4.224377e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 79617 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27514 members 
Mstep: Class 6 contains 29441 members 
Mstep: Class 7 contains 44164 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 10898 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 75035 members 
Mstep: Class 13 contains 87137 members 
Mstep: Class 14 contains 42799 members 
Mstep: Class 15 contains 42484 members 
Mstep: Class 16 contains 20277 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 499 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 17078 members 
Mstep: Class 24 contains 39631 members 
Mstep: Class 25 contains 4014 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3519 members 
Mstep: Class 28 contains 73629 members 
Mstep: Class 30 contains 24517 members 
Mstep: Class 31 contains 38873 members 
Mstep: Class 32 contains 9186 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244136.000000 Penalty: 20201.414062
Iteration 205Q: 34 clusters Score -4.224414e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79482 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27521 members 
Mstep: Class 6 contains 29549 members 
Mstep: Class 7 contains 44159 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 10878 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 75344 members 
Mstep: Class 13 contains 86991 members 
Mstep: Class 14 contains 42784 members 
Mstep: Class 15 contains 42493 members 
Mstep: Class 16 contains 20193 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 499 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 17183 members 
Mstep: Class 24 contains 39615 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3513 members 
Mstep: Class 28 contains 73641 members 
Mstep: Class 30 contains 24500 members 
Mstep: Class 31 contains 38816 members 
Mstep: Class 32 contains 9176 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244232.000000 Penalty: 20201.414062
Iteration 206Q: 34 clusters Score -4.224423e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 79325 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27531 members 
Mstep: Class 6 contains 29652 members 
Mstep: Class 7 contains 44160 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 10865 members 
Mstep: Class 11 contains 1259 members 
Mstep: Class 12 contains 75577 members 
Mstep: Class 13 contains 86890 members 
Mstep: Class 14 contains 42770 members 
Mstep: Class 15 contains 42501 members 
Mstep: Class 16 contains 20098 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 17297 members 
Mstep: Class 24 contains 39589 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3507 members 
Mstep: Class 28 contains 73690 members 
Mstep: Class 30 contains 24461 members 
Mstep: Class 31 contains 38762 members 
Mstep: Class 32 contains 9174 members 
Mstep: Class 33 contains 3850 members 
Mstep: Class 34 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244384.000000 Penalty: 20201.414062
Iteration 207Q: 34 clusters Score -4.224438e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 79194 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27546 members 
Mstep: Class 6 contains 29746 members 
Mstep: Class 7 contains 44160 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 10851 members 
Mstep: Class 11 contains 1235 members 
Mstep: Class 12 contains 75789 members 
Mstep: Class 13 contains 86785 members 
Mstep: Class 14 contains 42758 members 
Mstep: Class 15 contains 42512 members 
Mstep: Class 16 contains 20015 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2125 members 
Mstep: Class 23 contains 17427 members 
Mstep: Class 24 contains 39566 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 73726 members 
Mstep: Class 30 contains 24429 members 
Mstep: Class 31 contains 38725 members 
Mstep: Class 32 contains 9168 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244680.000000 Penalty: 20201.414062
Iteration 208Q: 34 clusters Score -4.224468e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 79067 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27558 members 
Mstep: Class 6 contains 29859 members 
Mstep: Class 7 contains 44154 members 
Mstep: Class 8 contains 3433 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 10845 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 75985 members 
Mstep: Class 13 contains 86673 members 
Mstep: Class 14 contains 42747 members 
Mstep: Class 15 contains 42520 members 
Mstep: Class 16 contains 19924 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 17562 members 
Mstep: Class 24 contains 39536 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3506 members 
Mstep: Class 28 contains 73751 members 
Mstep: Class 30 contains 24410 members 
Mstep: Class 31 contains 38703 members 
Mstep: Class 32 contains 9171 members 
Mstep: Class 33 contains 3814 members 
Mstep: Class 34 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244788.000000 Penalty: 20201.414062
Iteration 209Q: 34 clusters Score -4.224479e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 78934 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27577 members 
Mstep: Class 6 contains 30005 members 
Mstep: Class 7 contains 44152 members 
Mstep: Class 8 contains 3441 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 10838 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 76166 members 
Mstep: Class 13 contains 86556 members 
Mstep: Class 14 contains 42736 members 
Mstep: Class 15 contains 42532 members 
Mstep: Class 16 contains 19835 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 17703 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 73767 members 
Mstep: Class 30 contains 24391 members 
Mstep: Class 31 contains 38661 members 
Mstep: Class 32 contains 9178 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244920.000000 Penalty: 20201.414062
Iteration 210Q: 34 clusters Score -4.224492e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 78822 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27590 members 
Mstep: Class 6 contains 30139 members 
Mstep: Class 7 contains 44155 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 10814 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 76325 members 
Mstep: Class 13 contains 86490 members 
Mstep: Class 14 contains 42731 members 
Mstep: Class 15 contains 42535 members 
Mstep: Class 16 contains 19749 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 2066 members 
Mstep: Class 23 contains 17857 members 
Mstep: Class 24 contains 39453 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 73764 members 
Mstep: Class 30 contains 24362 members 
Mstep: Class 31 contains 38620 members 
Mstep: Class 32 contains 9176 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244936.000000 Penalty: 20201.414062
Iteration 211Q: 34 clusters Score -4.224494e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 78725 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 30286 members 
Mstep: Class 7 contains 44136 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 10797 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 76479 members 
Mstep: Class 13 contains 86430 members 
Mstep: Class 14 contains 42722 members 
Mstep: Class 15 contains 42543 members 
Mstep: Class 16 contains 19670 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2056 members 
Mstep: Class 23 contains 17991 members 
Mstep: Class 24 contains 39439 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3480 members 
Mstep: Class 28 contains 73743 members 
Mstep: Class 30 contains 24326 members 
Mstep: Class 31 contains 38565 members 
Mstep: Class 32 contains 9179 members 
Mstep: Class 33 contains 3743 members 
Mstep: Class 34 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245044.000000 Penalty: 20201.414062
Iteration 212Q: 34 clusters Score -4.224504e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 78608 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27607 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 44144 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 76622 members 
Mstep: Class 13 contains 86352 members 
Mstep: Class 14 contains 42718 members 
Mstep: Class 15 contains 42552 members 
Mstep: Class 16 contains 19578 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 2055 members 
Mstep: Class 23 contains 18127 members 
Mstep: Class 24 contains 39433 members 
Mstep: Class 25 contains 4004 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 73740 members 
Mstep: Class 30 contains 24304 members 
Mstep: Class 31 contains 38531 members 
Mstep: Class 32 contains 9184 members 
Mstep: Class 33 contains 3715 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245248.000000 Penalty: 20201.414062
Iteration 213Q: 34 clusters Score -4.224525e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 78500 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27618 members 
Mstep: Class 6 contains 30520 members 
Mstep: Class 7 contains 44125 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 76763 members 
Mstep: Class 13 contains 86294 members 
Mstep: Class 14 contains 42707 members 
Mstep: Class 15 contains 42551 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 2051 members 
Mstep: Class 23 contains 18237 members 
Mstep: Class 24 contains 39423 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 73717 members 
Mstep: Class 30 contains 24277 members 
Mstep: Class 31 contains 38505 members 
Mstep: Class 32 contains 9201 members 
Mstep: Class 33 contains 3700 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245324.000000 Penalty: 20201.414062
Iteration 214Q: 34 clusters Score -4.224532e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 78388 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27621 members 
Mstep: Class 6 contains 30685 members 
Mstep: Class 7 contains 44112 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 76912 members 
Mstep: Class 13 contains 86235 members 
Mstep: Class 14 contains 42700 members 
Mstep: Class 15 contains 42550 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 23 contains 18317 members 
Mstep: Class 24 contains 39411 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 73699 members 
Mstep: Class 30 contains 24247 members 
Mstep: Class 31 contains 38480 members 
Mstep: Class 32 contains 9215 members 
Mstep: Class 33 contains 3683 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245320.000000 Penalty: 20201.414062
Iteration 215Q: 34 clusters Score -4.224532e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 78268 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27624 members 
Mstep: Class 6 contains 30835 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 77036 members 
Mstep: Class 13 contains 86178 members 
Mstep: Class 14 contains 42691 members 
Mstep: Class 15 contains 42557 members 
Mstep: Class 16 contains 19304 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 2041 members 
Mstep: Class 23 contains 18434 members 
Mstep: Class 24 contains 39389 members 
Mstep: Class 25 contains 4004 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3463 members 
Mstep: Class 28 contains 73676 members 
Mstep: Class 30 contains 24216 members 
Mstep: Class 31 contains 38463 members 
Mstep: Class 32 contains 9216 members 
Mstep: Class 33 contains 3671 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245600.000000 Penalty: 20201.414062
Iteration 216Q: 34 clusters Score -4.22456e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 78138 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27624 members 
Mstep: Class 6 contains 30971 members 
Mstep: Class 7 contains 44121 members 
Mstep: Class 8 contains 3516 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 10746 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 77144 members 
Mstep: Class 13 contains 86128 members 
Mstep: Class 14 contains 42685 members 
Mstep: Class 15 contains 42565 members 
Mstep: Class 16 contains 19192 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 18533 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 73668 members 
Mstep: Class 30 contains 24181 members 
Mstep: Class 31 contains 38459 members 
Mstep: Class 32 contains 9227 members 
Mstep: Class 33 contains 3656 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245712.000000 Penalty: 20201.414062
Iteration 217Q: 34 clusters Score -4.224571e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 78015 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 165 members 
Mstep: Class 5 contains 27624 members 
Mstep: Class 6 contains 31088 members 
Mstep: Class 7 contains 44138 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 10742 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 77246 members 
Mstep: Class 13 contains 86076 members 
Mstep: Class 14 contains 42690 members 
Mstep: Class 15 contains 42577 members 
Mstep: Class 16 contains 19084 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 1155 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 18621 members 
Mstep: Class 24 contains 39357 members 
Mstep: Class 25 contains 3998 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 73671 members 
Mstep: Class 30 contains 24137 members 
Mstep: Class 31 contains 38450 members 
Mstep: Class 32 contains 9235 members 
Mstep: Class 33 contains 3644 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245720.000000 Penalty: 20201.414062
Iteration 218Q: 34 clusters Score -4.224572e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 77914 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27620 members 
Mstep: Class 6 contains 31209 members 
Mstep: Class 7 contains 44150 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 10729 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 77335 members 
Mstep: Class 13 contains 86028 members 
Mstep: Class 14 contains 42694 members 
Mstep: Class 15 contains 42578 members 
Mstep: Class 16 contains 18986 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 1155 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 18690 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 3994 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3463 members 
Mstep: Class 28 contains 73703 members 
Mstep: Class 30 contains 24107 members 
Mstep: Class 31 contains 38416 members 
Mstep: Class 32 contains 9242 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 34 clusters Score -4.22457e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 77851 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27615 members 
Mstep: Class 6 contains 31321 members 
Mstep: Class 7 contains 44158 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 10718 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 77385 members 
Mstep: Class 13 contains 85988 members 
Mstep: Class 14 contains 42693 members 
Mstep: Class 15 contains 42594 members 
Mstep: Class 16 contains 18892 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 18757 members 
Mstep: Class 24 contains 39318 members 
Mstep: Class 25 contains 3990 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3462 members 
Mstep: Class 28 contains 73737 members 
Mstep: Class 30 contains 24072 members 
Mstep: Class 31 contains 38368 members 
Mstep: Class 32 contains 9252 members 
Mstep: Class 33 contains 3611 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245908.000000 Penalty: 20201.414062
Iteration 220F: 34 clusters Score -4.224591e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 77796 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27618 members 
Mstep: Class 6 contains 31437 members 
Mstep: Class 7 contains 44153 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 10713 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 77413 members 
Mstep: Class 13 contains 85961 members 
Mstep: Class 14 contains 42682 members 
Mstep: Class 15 contains 42592 members 
Mstep: Class 16 contains 18811 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 39296 members 
Mstep: Class 25 contains 3994 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3461 members 
Mstep: Class 28 contains 73765 members 
Mstep: Class 30 contains 24052 members 
Mstep: Class 31 contains 38327 members 
Mstep: Class 32 contains 9256 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246052.000000 Penalty: 20201.414062
Iteration 221Q: 34 clusters Score -4.224605e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 77734 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27621 members 
Mstep: Class 6 contains 31575 members 
Mstep: Class 7 contains 44135 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 10730 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 77405 members 
Mstep: Class 13 contains 85940 members 
Mstep: Class 14 contains 42674 members 
Mstep: Class 15 contains 42601 members 
Mstep: Class 16 contains 18728 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 18892 members 
Mstep: Class 24 contains 39283 members 
Mstep: Class 25 contains 3995 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3461 members 
Mstep: Class 28 contains 73792 members 
Mstep: Class 30 contains 24028 members 
Mstep: Class 31 contains 38270 members 
Mstep: Class 32 contains 9257 members 
Mstep: Class 33 contains 3590 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246272.000000 Penalty: 20201.414062
Iteration 222Q: 34 clusters Score -4.224627e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 77690 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27622 members 
Mstep: Class 6 contains 31718 members 
Mstep: Class 7 contains 44118 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 10745 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 77386 members 
Mstep: Class 13 contains 85914 members 
Mstep: Class 14 contains 42671 members 
Mstep: Class 15 contains 42606 members 
Mstep: Class 16 contains 18646 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 516 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 18946 members 
Mstep: Class 24 contains 39268 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 73813 members 
Mstep: Class 30 contains 24008 members 
Mstep: Class 31 contains 38228 members 
Mstep: Class 32 contains 9270 members 
Mstep: Class 33 contains 3586 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246344.000000 Penalty: 20201.414062
Iteration 223Q: 34 clusters Score -4.224634e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 77671 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27621 members 
Mstep: Class 6 contains 31864 members 
Mstep: Class 7 contains 44107 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 10743 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 77342 members 
Mstep: Class 13 contains 85892 members 
Mstep: Class 14 contains 42681 members 
Mstep: Class 15 contains 42609 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 516 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 18981 members 
Mstep: Class 24 contains 39250 members 
Mstep: Class 25 contains 3989 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 73843 members 
Mstep: Class 30 contains 23999 members 
Mstep: Class 31 contains 38178 members 
Mstep: Class 32 contains 9287 members 
Mstep: Class 33 contains 3586 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246168.000000 Penalty: 20201.414062
Iteration 224Q: 34 clusters Score -4.224617e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 77673 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27624 members 
Mstep: Class 6 contains 32092 members 
Mstep: Class 7 contains 44086 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 10741 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 77300 members 
Mstep: Class 13 contains 85841 members 
Mstep: Class 14 contains 42678 members 
Mstep: Class 15 contains 42607 members 
Mstep: Class 16 contains 18483 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 516 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 19026 members 
Mstep: Class 24 contains 39207 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3456 members 
Mstep: Class 28 contains 73855 members 
Mstep: Class 30 contains 23996 members 
Mstep: Class 31 contains 38130 members 
Mstep: Class 32 contains 9292 members 
Mstep: Class 33 contains 3584 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246284.000000 Penalty: 20201.414062
Iteration 225Q: 34 clusters Score -4.224628e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 77667 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27627 members 
Mstep: Class 6 contains 32300 members 
Mstep: Class 7 contains 44066 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 10761 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 77251 members 
Mstep: Class 13 contains 85806 members 
Mstep: Class 14 contains 42681 members 
Mstep: Class 15 contains 42610 members 
Mstep: Class 16 contains 18414 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 19067 members 
Mstep: Class 24 contains 39154 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 73866 members 
Mstep: Class 30 contains 23984 members 
Mstep: Class 31 contains 38061 members 
Mstep: Class 32 contains 9300 members 
Mstep: Class 33 contains 3579 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246380.000000 Penalty: 20201.414062
Iteration 226Q: 34 clusters Score -4.224638e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 77628 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27630 members 
Mstep: Class 6 contains 32523 members 
Mstep: Class 7 contains 44048 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 85744 members 
Mstep: Class 14 contains 42689 members 
Mstep: Class 15 contains 42623 members 
Mstep: Class 16 contains 18355 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 19111 members 
Mstep: Class 24 contains 39099 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3448 members 
Mstep: Class 28 contains 73918 members 
Mstep: Class 30 contains 23982 members 
Mstep: Class 31 contains 37982 members 
Mstep: Class 32 contains 9304 members 
Mstep: Class 33 contains 3576 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246388.000000 Penalty: 20201.414062
Iteration 227Q: 34 clusters Score -4.224639e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77554 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27631 members 
Mstep: Class 6 contains 32762 members 
Mstep: Class 7 contains 44030 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 85698 members 
Mstep: Class 14 contains 42683 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 19153 members 
Mstep: Class 24 contains 39058 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3445 members 
Mstep: Class 28 contains 73979 members 
Mstep: Class 30 contains 23984 members 
Mstep: Class 31 contains 37908 members 
Mstep: Class 32 contains 9308 members 
Mstep: Class 33 contains 3572 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246496.000000 Penalty: 20201.414062
Iteration 228Q: 34 clusters Score -4.22465e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77505 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27632 members 
Mstep: Class 6 contains 32983 members 
Mstep: Class 7 contains 44015 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 77074 members 
Mstep: Class 13 contains 85670 members 
Mstep: Class 14 contains 42677 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 18254 members 
Mstep: Class 17 contains 3685 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 19196 members 
Mstep: Class 24 contains 39037 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 74036 members 
Mstep: Class 30 contains 23982 members 
Mstep: Class 31 contains 37822 members 
Mstep: Class 32 contains 9309 members 
Mstep: Class 33 contains 3570 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246560.000000 Penalty: 20201.414062
Iteration 229Q: 34 clusters Score -4.224656e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77496 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27635 members 
Mstep: Class 6 contains 33224 members 
Mstep: Class 7 contains 44017 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 3660 members 
Mstep: Class 10 contains 10792 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 76981 members 
Mstep: Class 13 contains 85631 members 
Mstep: Class 14 contains 42668 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 18207 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 19236 members 
Mstep: Class 24 contains 38990 members 
Mstep: Class 25 contains 3964 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3438 members 
Mstep: Class 28 contains 74050 members 
Mstep: Class 30 contains 23982 members 
Mstep: Class 31 contains 37758 members 
Mstep: Class 32 contains 9314 members 
Mstep: Class 33 contains 3572 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246716.000000 Penalty: 20201.414062
Iteration 230Q: 34 clusters Score -4.224672e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77481 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 33475 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 10798 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 76875 members 
Mstep: Class 13 contains 85607 members 
Mstep: Class 14 contains 42659 members 
Mstep: Class 15 contains 42605 members 
Mstep: Class 16 contains 18162 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 19285 members 
Mstep: Class 24 contains 38943 members 
Mstep: Class 25 contains 3964 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3430 members 
Mstep: Class 28 contains 74058 members 
Mstep: Class 30 contains 23985 members 
Mstep: Class 31 contains 37694 members 
Mstep: Class 32 contains 9319 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246800.000000 Penalty: 20201.414062
Iteration 231Q: 34 clusters Score -4.22468e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77464 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 33717 members 
Mstep: Class 7 contains 44010 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 76784 members 
Mstep: Class 13 contains 85593 members 
Mstep: Class 14 contains 42650 members 
Mstep: Class 15 contains 42585 members 
Mstep: Class 16 contains 18110 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 529 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 19323 members 
Mstep: Class 24 contains 38913 members 
Mstep: Class 25 contains 3964 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3426 members 
Mstep: Class 28 contains 74057 members 
Mstep: Class 30 contains 23985 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 9329 members 
Mstep: Class 33 contains 3575 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246868.000000 Penalty: 20201.414062
Iteration 232Q: 34 clusters Score -4.224687e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77462 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 33986 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 10790 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 76698 members 
Mstep: Class 13 contains 85567 members 
Mstep: Class 14 contains 42641 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 18049 members 
Mstep: Class 17 contains 3670 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 38871 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 3422 members 
Mstep: Class 28 contains 74033 members 
Mstep: Class 30 contains 23982 members 
Mstep: Class 31 contains 37587 members 
Mstep: Class 32 contains 9341 members 
Mstep: Class 33 contains 3576 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246936.000000 Penalty: 20201.414062
Iteration 233Q: 34 clusters Score -4.224694e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 77468 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 4 contains 165 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 34244 members 
Mstep: Class 7 contains 43988 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 3660 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 76612 members 
Mstep: Class 13 contains 85535 members 
Mstep: Class 14 contains 42634 members 
Mstep: Class 15 contains 42546 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 529 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 38851 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 74006 members 
Mstep: Class 30 contains 23996 members 
Mstep: Class 31 contains 37522 members 
Mstep: Class 32 contains 9342 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246972.000000 Penalty: 20201.414062
Iteration 234Q: 34 clusters Score -4.224697e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77447 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27639 members 
Mstep: Class 6 contains 34543 members 
Mstep: Class 7 contains 43978 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 10801 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 76560 members 
Mstep: Class 13 contains 85494 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 42521 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 532 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 19440 members 
Mstep: Class 24 contains 38819 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 73955 members 
Mstep: Class 30 contains 24011 members 
Mstep: Class 31 contains 37458 members 
Mstep: Class 32 contains 9344 members 
Mstep: Class 33 contains 3568 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247076.000000 Penalty: 20201.414062
Iteration 235Q: 34 clusters Score -4.224708e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77439 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 34830 members 
Mstep: Class 7 contains 43969 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 76481 members 
Mstep: Class 13 contains 85472 members 
Mstep: Class 14 contains 42626 members 
Mstep: Class 15 contains 42502 members 
Mstep: Class 16 contains 17899 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 38792 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 3422 members 
Mstep: Class 28 contains 73899 members 
Mstep: Class 30 contains 24018 members 
Mstep: Class 31 contains 37399 members 
Mstep: Class 32 contains 9351 members 
Mstep: Class 33 contains 3562 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247124.000000 Penalty: 20201.414062
Iteration 236Q: 34 clusters Score -4.224712e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77413 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27635 members 
Mstep: Class 6 contains 35115 members 
Mstep: Class 7 contains 43942 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 3673 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 76416 members 
Mstep: Class 13 contains 85450 members 
Mstep: Class 14 contains 42626 members 
Mstep: Class 15 contains 42473 members 
Mstep: Class 16 contains 17844 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 19492 members 
Mstep: Class 24 contains 38757 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 73874 members 
Mstep: Class 30 contains 24029 members 
Mstep: Class 31 contains 37323 members 
Mstep: Class 32 contains 9359 members 
Mstep: Class 33 contains 3561 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247280.000000 Penalty: 20201.414062
Iteration 237Q: 34 clusters Score -4.224728e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77374 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 27635 members 
Mstep: Class 6 contains 35414 members 
Mstep: Class 7 contains 43931 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 10825 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 76350 members 
Mstep: Class 13 contains 85431 members 
Mstep: Class 14 contains 42621 members 
Mstep: Class 15 contains 42455 members 
Mstep: Class 16 contains 17791 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 19522 members 
Mstep: Class 24 contains 38722 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 3421 members 
Mstep: Class 28 contains 73882 members 
Mstep: Class 30 contains 24021 members 
Mstep: Class 31 contains 37246 members 
Mstep: Class 32 contains 9369 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247252.000000 Penalty: 20201.414062
Iteration 238Q: 34 clusters Score -4.224725e+07 nChanged 1263
Entering ConstructFrom: 
Score: -42247252.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -40454.679688 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -40454.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39890.867188 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -39890.87 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40040.214844 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40040.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40071.503906 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40071.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40089.054688 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40089.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40098.765625 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40098.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40102.269531 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40102.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40103.191406 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40103.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40103.691406 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40103.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40103.820312 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40103.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40103.820312 Penalty: 585.543701
	Iteration 9F: 3 clusters Score -40103.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Entering Unmasked Estep 
Score: -4882272.000000 Penalty: 512.153564
	Iteration 0F: 2 clusters Score -4882272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4830289.500000 Penalty: 1024.307129
	Iteration 0F: 3 clusters Score -4830290 nChanged 37509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4852931.000000 Penalty: 1024.307129
	Iteration 1F: 3 clusters Score -4852931 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4853373.000000 Penalty: 1024.307129
	Iteration 2Q: 3 clusters Score -4853373 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -4853991.500000 Penalty: 1024.307129
	Iteration 3Q: 3 clusters Score -4853992 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -4855012.000000 Penalty: 1024.307129
	Iteration 4Q: 3 clusters Score -4855012 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -4856836.500000 Penalty: 1024.307129
	Iteration 5Q: 3 clusters Score -4856836 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -4859929.500000 Penalty: 1024.307129
	Iteration 6F: 3 clusters Score -4859930 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -4864344.000000 Penalty: 1024.307129
	Iteration 7F: 3 clusters Score -4864344 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -4868888.500000 Penalty: 1024.307129
	Iteration 8F: 3 clusters Score -4868888 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -4872377.500000 Penalty: 1024.307129
	Iteration 9F: 3 clusters Score -4872378 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -4874532.000000 Penalty: 1024.307129
	Iteration 10Q: 3 clusters Score -4874532 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -4875980.500000 Penalty: 1024.307129
	Iteration 11Q: 3 clusters Score -4875980 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -4877058.500000 Penalty: 1024.307129
	Iteration 12Q: 3 clusters Score -4877058 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -4877971.000000 Penalty: 1024.307129
	Iteration 13Q: 3 clusters Score -4877971 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -4878712.000000 Penalty: 1024.307129
	Iteration 14Q: 3 clusters Score -4878712 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -4879631.000000 Penalty: 1024.307129
	Iteration 15Q: 3 clusters Score -4879631 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -4880213.500000 Penalty: 1024.307129
	Iteration 16Q: 3 clusters Score -4880214 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -4880706.000000 Penalty: 1024.307129
	Iteration 17Q: 3 clusters Score -4880706 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -4881052.500000 Penalty: 1024.307129
	Iteration 18Q: 3 clusters Score -4881052 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -4881288.000000 Penalty: 1024.307129
	Iteration 19Q: 3 clusters Score -4881288 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -4881431.500000 Penalty: 1024.307129
	Iteration 20F: 3 clusters Score -4881432 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -4881529.000000 Penalty: 1024.307129
	Iteration 21Q: 3 clusters Score -4881529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -4881618.000000 Penalty: 1024.307129
	Iteration 22Q: 3 clusters Score -4881618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -4881694.500000 Penalty: 1024.307129
	Iteration 23Q: 3 clusters Score -4881694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -4881714.500000 Penalty: 1024.307129
	Iteration 24Q: 3 clusters Score -4881714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -4881760.000000 Penalty: 1024.307129
	Iteration 25Q: 3 clusters Score -4881760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -4881787.500000 Penalty: 1024.307129
	Iteration 26Q: 3 clusters Score -4881788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -4881801.500000 Penalty: 1024.307129
	Iteration 27Q: 3 clusters Score -4881802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -4881809.500000 Penalty: 1024.307129
	Iteration 28Q: 3 clusters Score -4881810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -4881816.500000 Penalty: 1024.307129
	Iteration 29Q: 3 clusters Score -4881816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -4881826.500000 Penalty: 1024.307129
	Iteration 30Q: 3 clusters Score -4881826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -4881841.000000 Penalty: 1024.307129
	Iteration 31Q: 3 clusters Score -4881841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -4881844.000000 Penalty: 1024.307129
	Iteration 32Q: 3 clusters Score -4881844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -4881844.000000 Penalty: 1024.307129
	Iteration 33Q: 3 clusters Score -4881844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4881849.500000 Penalty: 1024.307129
	Iteration 34Q: 3 clusters Score -4881850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -4881851.500000 Penalty: 1024.307129
	Iteration 35Q: 3 clusters Score -4881852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -4881852.500000 Penalty: 1024.307129
	Iteration 36Q: 3 clusters Score -4881852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -4881850.500000 Penalty: 1024.307129
	Iteration 37Q: 3 clusters Score -4881850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -4881857.000000 Penalty: 1024.307129
	Iteration 38Q: 3 clusters Score -4881857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -4881861.500000 Penalty: 1024.307129
	Iteration 39Q: 3 clusters Score -4881862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -4881862.000000 Penalty: 1024.307129
	Iteration 40F: 3 clusters Score -4881862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -4881860.500000 Penalty: 1024.307129
	Iteration 41Q: 3 clusters Score -4881860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -4881859.000000 Penalty: 1024.307129
	Iteration 42Q: 3 clusters Score -4881859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -4881859.000000 Penalty: 1024.307129
	Iteration 43F: 3 clusters Score -4881859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -75708.453125 Penalty: 320.543182
	Iteration 0F: 2 clusters Score -75708.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74802.265625 Penalty: 641.086365
	Iteration 0F: 3 clusters Score -74802.27 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75088.164062 Penalty: 641.086365
	Iteration 1F: 3 clusters Score -75088.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -75133.828125 Penalty: 641.086365
	Iteration 2F: 3 clusters Score -75133.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75158.273438 Penalty: 641.086365
	Iteration 3Q: 3 clusters Score -75158.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -75177.429688 Penalty: 641.086365
	Iteration 4Q: 3 clusters Score -75177.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -75189.320312 Penalty: 641.086365
	Iteration 5Q: 3 clusters Score -75189.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75197.726562 Penalty: 641.086365
	Iteration 6Q: 3 clusters Score -75197.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75203.250000 Penalty: 641.086365
	Iteration 7Q: 3 clusters Score -75203.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75210.648438 Penalty: 641.086365
	Iteration 8Q: 3 clusters Score -75210.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -75216.562500 Penalty: 641.086365
	Iteration 9Q: 3 clusters Score -75216.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75220.726562 Penalty: 641.086365
	Iteration 10Q: 3 clusters Score -75220.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75224.109375 Penalty: 641.086365
	Iteration 11Q: 3 clusters Score -75224.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -75226.281250 Penalty: 641.086365
	Iteration 12Q: 3 clusters Score -75226.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75228.132812 Penalty: 641.086365
	Iteration 13Q: 3 clusters Score -75228.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -75229.773438 Penalty: 641.086365
	Iteration 14Q: 3 clusters Score -75229.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -75230.804688 Penalty: 641.086365
	Iteration 15Q: 3 clusters Score -75230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -75231.742188 Penalty: 641.086365
	Iteration 16Q: 3 clusters Score -75231.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75232.359375 Penalty: 641.086365
	Iteration 17Q: 3 clusters Score -75232.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75234.179688 Penalty: 641.086365
	Iteration 18Q: 3 clusters Score -75234.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -75235.585938 Penalty: 641.086365
	Iteration 19Q: 3 clusters Score -75235.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -75238.296875 Penalty: 641.086365
	Iteration 20F: 3 clusters Score -75238.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75240.085938 Penalty: 641.086365
	Iteration 21Q: 3 clusters Score -75240.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75241.179688 Penalty: 641.086365
	Iteration 22Q: 3 clusters Score -75241.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75241.375000 Penalty: 641.086365
	Iteration 23Q: 3 clusters Score -75241.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -75241.796875 Penalty: 641.086365
	Iteration 24Q: 3 clusters Score -75241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -75242.046875 Penalty: 641.086365
	Iteration 25Q: 3 clusters Score -75242.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -75242.046875 Penalty: 641.086365
	Iteration 26Q: 3 clusters Score -75242.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75242.484375 Penalty: 641.086365
	Iteration 27Q: 3 clusters Score -75242.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75243.140625 Penalty: 641.086365
	Iteration 28Q: 3 clusters Score -75243.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75244.921875 Penalty: 641.086365
	Iteration 29Q: 3 clusters Score -75244.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75246.492188 Penalty: 641.086365
	Iteration 30Q: 3 clusters Score -75246.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75247.429688 Penalty: 641.086365
	Iteration 31Q: 3 clusters Score -75247.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75248.000000 Penalty: 641.086365
	Iteration 32Q: 3 clusters Score -75248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -75249.078125 Penalty: 641.086365
	Iteration 33Q: 3 clusters Score -75249.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75252.515625 Penalty: 641.086365
	Iteration 34Q: 3 clusters Score -75252.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75254.515625 Penalty: 641.086365
	Iteration 35Q: 3 clusters Score -75254.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -75257.593750 Penalty: 641.086365
	Iteration 36Q: 3 clusters Score -75257.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -75264.734375 Penalty: 641.086365
	Iteration 37Q: 3 clusters Score -75264.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -75272.695312 Penalty: 641.086365
	Iteration 38Q: 3 clusters Score -75272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -75279.265625 Penalty: 641.086365
	Iteration 39Q: 3 clusters Score -75279.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -75287.687500 Penalty: 641.086365
	Iteration 40F: 3 clusters Score -75287.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75291.734375 Penalty: 641.086365
	Iteration 41Q: 3 clusters Score -75291.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -75294.648438 Penalty: 641.086365
	Iteration 42Q: 3 clusters Score -75294.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -75296.500000 Penalty: 641.086365
	Iteration 43Q: 3 clusters Score -75296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -75297.750000 Penalty: 641.086365
	Iteration 44Q: 3 clusters Score -75297.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -75299.820312 Penalty: 641.086365
	Iteration 45Q: 3 clusters Score -75299.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -75305.945312 Penalty: 641.086365
	Iteration 46Q: 3 clusters Score -75305.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75311.335938 Penalty: 641.086365
	Iteration 47Q: 3 clusters Score -75311.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -75317.390625 Penalty: 641.086365
	Iteration 48Q: 3 clusters Score -75317.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -75320.578125 Penalty: 641.086365
	Iteration 49Q: 3 clusters Score -75320.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -75321.703125 Penalty: 641.086365
	Iteration 50Q: 3 clusters Score -75321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -75322.140625 Penalty: 641.086365
	Iteration 51Q: 3 clusters Score -75322.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -75322.382812 Penalty: 641.086365
	Iteration 52Q: 3 clusters Score -75322.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -75323.617188 Penalty: 641.086365
	Iteration 53Q: 3 clusters Score -75323.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -75327.171875 Penalty: 641.086365
	Iteration 54Q: 3 clusters Score -75327.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -75328.429688 Penalty: 641.086365
	Iteration 55Q: 3 clusters Score -75328.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -75328.617188 Penalty: 641.086365
	Iteration 56Q: 3 clusters Score -75328.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -75328.859375 Penalty: 641.086365
	Iteration 57Q: 3 clusters Score -75328.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75329.843750 Penalty: 641.086365
	Iteration 58Q: 3 clusters Score -75329.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -75330.867188 Penalty: 641.086365
	Iteration 59Q: 3 clusters Score -75330.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -75331.265625 Penalty: 641.086365
	Iteration 60F: 3 clusters Score -75331.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -75331.507812 Penalty: 641.086365
	Iteration 61Q: 3 clusters Score -75331.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -75332.976562 Penalty: 641.086365
	Iteration 62Q: 3 clusters Score -75332.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -75334.125000 Penalty: 641.086365
	Iteration 63Q: 3 clusters Score -75334.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75336.226562 Penalty: 641.086365
	Iteration 64Q: 3 clusters Score -75336.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75339.718750 Penalty: 641.086365
	Iteration 65Q: 3 clusters Score -75339.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -75343.078125 Penalty: 641.086365
	Iteration 66Q: 3 clusters Score -75343.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -75345.296875 Penalty: 641.086365
	Iteration 67Q: 3 clusters Score -75345.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -75348.281250 Penalty: 641.086365
	Iteration 68Q: 3 clusters Score -75348.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -75352.445312 Penalty: 641.086365
	Iteration 69Q: 3 clusters Score -75352.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -75358.687500 Penalty: 641.086365
	Iteration 70Q: 3 clusters Score -75358.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75363.242188 Penalty: 641.086365
	Iteration 71Q: 3 clusters Score -75363.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -75371.117188 Penalty: 641.086365
	Iteration 72Q: 3 clusters Score -75371.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -75375.265625 Penalty: 641.086365
	Iteration 73Q: 3 clusters Score -75375.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -75382.054688 Penalty: 641.086365
	Iteration 74Q: 3 clusters Score -75382.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -75387.562500 Penalty: 641.086365
	Iteration 75Q: 3 clusters Score -75387.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -75392.546875 Penalty: 641.086365
	Iteration 76Q: 3 clusters Score -75392.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -75394.992188 Penalty: 641.086365
	Iteration 77Q: 3 clusters Score -75394.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -75397.609375 Penalty: 641.086365
	Iteration 78Q: 3 clusters Score -75397.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -75399.898438 Penalty: 641.086365
	Iteration 79Q: 3 clusters Score -75399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -75401.960938 Penalty: 641.086365
	Iteration 80F: 3 clusters Score -75401.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -75404.734375 Penalty: 641.086365
	Iteration 81Q: 3 clusters Score -75404.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -75406.953125 Penalty: 641.086365
	Iteration 82Q: 3 clusters Score -75406.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -75408.382812 Penalty: 641.086365
	Iteration 83Q: 3 clusters Score -75408.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -75409.164062 Penalty: 641.086365
	Iteration 84Q: 3 clusters Score -75409.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -75410.664062 Penalty: 641.086365
	Iteration 85Q: 3 clusters Score -75410.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -75412.226562 Penalty: 641.086365
	Iteration 86Q: 3 clusters Score -75412.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75413.726562 Penalty: 641.086365
	Iteration 87Q: 3 clusters Score -75413.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75414.718750 Penalty: 641.086365
	Iteration 88Q: 3 clusters Score -75414.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -75416.507812 Penalty: 641.086365
	Iteration 89Q: 3 clusters Score -75416.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -75417.164062 Penalty: 641.086365
	Iteration 90Q: 3 clusters Score -75417.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -75417.640625 Penalty: 641.086365
	Iteration 91Q: 3 clusters Score -75417.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -75417.976562 Penalty: 641.086365
	Iteration 92Q: 3 clusters Score -75417.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -75418.101562 Penalty: 641.086365
	Iteration 93Q: 3 clusters Score -75418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -75418.101562 Penalty: 641.086365
	Iteration 94F: 3 clusters Score -75418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -5884.740234 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -5884.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5727.176758 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -5727.177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5848.380371 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -5848.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5878.017578 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -5878.018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5887.013672 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -5887.014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5890.491211 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -5890.491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5928.663086 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -5928.663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5960.270996 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -5960.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5964.921387 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -5964.921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5967.897461 Penalty: 463.531250
	Iteration 8F: 3 clusters Score -5967.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5986.717773 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -5986.718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5988.919922 Penalty: 463.531250
	Iteration 10Q: 3 clusters Score -5988.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5997.435059 Penalty: 463.531250
	Iteration 11Q: 3 clusters Score -5997.435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5999.383789 Penalty: 463.531250
	Iteration 12Q: 3 clusters Score -5999.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5999.383789 Penalty: 463.531250
	Iteration 13F: 3 clusters Score -5999.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77352 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 35716 members 
Mstep: Class 7 contains 43941 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 76255 members 
Mstep: Class 13 contains 85413 members 
Mstep: Class 14 contains 42621 members 
Mstep: Class 15 contains 42442 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 19569 members 
Mstep: Class 24 contains 38677 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3417 members 
Mstep: Class 28 contains 73894 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 24013 members 
Mstep: Class 31 contains 37159 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 3552 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
Score: -42247008.000000 Penalty: 20813.578125
Splitting cluster 4 changes total score from -42247252.000000 to -42247008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (27633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Entering Unmasked Estep 
Score: -1806033.875000 Penalty: 465.317841
	Iteration 0F: 2 clusters Score -1806034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1787706.500000 Penalty: 930.635681
	Iteration 0F: 3 clusters Score -1787706 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1795850.875000 Penalty: 930.635681
	Iteration 1F: 3 clusters Score -1795851 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1796557.000000 Penalty: 930.635681
	Iteration 2Q: 3 clusters Score -1796557 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1797507.375000 Penalty: 930.635681
	Iteration 3F: 3 clusters Score -1797507 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1798712.375000 Penalty: 930.635681
	Iteration 4F: 3 clusters Score -1798712 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1800049.375000 Penalty: 930.635681
	Iteration 5F: 3 clusters Score -1800049 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1801098.250000 Penalty: 930.635681
	Iteration 6F: 3 clusters Score -1801098 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1801605.500000 Penalty: 930.635681
	Iteration 7Q: 3 clusters Score -1801606 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1801835.000000 Penalty: 930.635681
	Iteration 8Q: 3 clusters Score -1801835 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1801979.750000 Penalty: 930.635681
	Iteration 9Q: 3 clusters Score -1801980 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1802126.375000 Penalty: 930.635681
	Iteration 10Q: 3 clusters Score -1802126 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1802278.000000 Penalty: 930.635681
	Iteration 11Q: 3 clusters Score -1802278 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1802440.625000 Penalty: 930.635681
	Iteration 12Q: 3 clusters Score -1802441 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1802641.000000 Penalty: 930.635681
	Iteration 13Q: 3 clusters Score -1802641 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1802880.875000 Penalty: 930.635681
	Iteration 14Q: 3 clusters Score -1802881 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1803202.625000 Penalty: 930.635681
	Iteration 15Q: 3 clusters Score -1803203 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1803542.500000 Penalty: 930.635681
	Iteration 16Q: 3 clusters Score -1803542 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1803918.125000 Penalty: 930.635681
	Iteration 17Q: 3 clusters Score -1803918 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1804285 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1804588.250000 Penalty: 930.635681
	Iteration 19Q: 3 clusters Score -1804588 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1804847.500000 Penalty: 930.635681
	Iteration 20F: 3 clusters Score -1804848 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1805027.000000 Penalty: 930.635681
	Iteration 21Q: 3 clusters Score -1805027 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1805159.625000 Penalty: 930.635681
	Iteration 22Q: 3 clusters Score -1805160 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1805241.500000 Penalty: 930.635681
	Iteration 23Q: 3 clusters Score -1805242 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1805297.500000 Penalty: 930.635681
	Iteration 24Q: 3 clusters Score -1805298 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1805338.875000 Penalty: 930.635681
	Iteration 25Q: 3 clusters Score -1805339 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1805364.750000 Penalty: 930.635681
	Iteration 26Q: 3 clusters Score -1805365 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1805376.500000 Penalty: 930.635681
	Iteration 27Q: 3 clusters Score -1805376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1805384.000000 Penalty: 930.635681
	Iteration 28Q: 3 clusters Score -1805384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1805386.000000 Penalty: 930.635681
	Iteration 29Q: 3 clusters Score -1805386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1805400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1805413.000000 Penalty: 930.635681
	Iteration 31Q: 3 clusters Score -1805413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1805424.375000 Penalty: 930.635681
	Iteration 32Q: 3 clusters Score -1805424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1805430.250000 Penalty: 930.635681
	Iteration 33Q: 3 clusters Score -1805430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1805436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1805443.500000 Penalty: 930.635681
	Iteration 35Q: 3 clusters Score -1805444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1805443.125000 Penalty: 930.635681
	Iteration 36Q: 3 clusters Score -1805443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1805446.375000 Penalty: 930.635681
	Iteration 37Q: 3 clusters Score -1805446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1805445.000000 Penalty: 930.635681
	Iteration 38Q: 3 clusters Score -1805445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1805447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1805461.625000 Penalty: 930.635681
	Iteration 40F: 3 clusters Score -1805462 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1805457.000000 Penalty: 930.635681
	Iteration 41Q: 3 clusters Score -1805457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1805465.000000 Penalty: 930.635681
	Iteration 42Q: 3 clusters Score -1805465 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1805467 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1805468 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1805477 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1805480.875000 Penalty: 930.635681
	Iteration 46Q: 3 clusters Score -1805481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1805476.750000 Penalty: 930.635681
	Iteration 47Q: 3 clusters Score -1805477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1805487.000000 Penalty: 930.635681
	Iteration 48Q: 3 clusters Score -1805487 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1805490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1805490.250000 Penalty: 930.635681
	Iteration 50Q: 3 clusters Score -1805490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1805493.750000 Penalty: 930.635681
	Iteration 51Q: 3 clusters Score -1805494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1805494.125000 Penalty: 930.635681
	Iteration 52Q: 3 clusters Score -1805494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1805498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1805508.875000 Penalty: 930.635681
	Iteration 54Q: 3 clusters Score -1805509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1805512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1805510.750000 Penalty: 930.635681
	Iteration 56Q: 3 clusters Score -1805511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1805512.625000 Penalty: 930.635681
	Iteration 57Q: 3 clusters Score -1805513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1805516.375000 Penalty: 930.635681
	Iteration 58Q: 3 clusters Score -1805516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1805527.000000 Penalty: 930.635681
	Iteration 59Q: 3 clusters Score -1805527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1805535.375000 Penalty: 930.635681
	Iteration 60F: 3 clusters Score -1805535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1805543.000000 Penalty: 930.635681
	Iteration 61Q: 3 clusters Score -1805543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1805543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1805545.875000 Penalty: 930.635681
	Iteration 63Q: 3 clusters Score -1805546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1805553.375000 Penalty: 930.635681
	Iteration 64Q: 3 clusters Score -1805553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1805558.000000 Penalty: 930.635681
	Iteration 65Q: 3 clusters Score -1805558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1805561.125000 Penalty: 930.635681
	Iteration 66Q: 3 clusters Score -1805561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1805566.125000 Penalty: 930.635681
	Iteration 67Q: 3 clusters Score -1805566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1805575.500000 Penalty: 930.635681
	Iteration 68Q: 3 clusters Score -1805576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1805588.000000 Penalty: 930.635681
	Iteration 69Q: 3 clusters Score -1805588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1805592.875000 Penalty: 930.635681
	Iteration 70Q: 3 clusters Score -1805593 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26316 members 
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Entering Unmasked Estep 
Score: -1805595.625000 Penalty: 930.635681
	Iteration 71Q: 3 clusters Score -1805596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1805606.000000 Penalty: 930.635681
	Iteration 72Q: 3 clusters Score -1805606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1805610 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1805611.375000 Penalty: 930.635681
	Iteration 74Q: 3 clusters Score -1805611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1805618.750000 Penalty: 930.635681
	Iteration 75Q: 3 clusters Score -1805619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1805625.625000 Penalty: 930.635681
	Iteration 76Q: 3 clusters Score -1805626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1805624.125000 Penalty: 930.635681
	Iteration 77Q: 3 clusters Score -1805624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1805634.125000 Penalty: 930.635681
	Iteration 78Q: 3 clusters Score -1805634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1805639.250000 Penalty: 930.635681
	Iteration 79Q: 3 clusters Score -1805639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1805639.500000 Penalty: 930.635681
	Iteration 80F: 3 clusters Score -1805640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1805645.000000 Penalty: 930.635681
	Iteration 81Q: 3 clusters Score -1805645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1805655.875000 Penalty: 930.635681
	Iteration 82Q: 3 clusters Score -1805656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1805659.875000 Penalty: 930.635681
	Iteration 83Q: 3 clusters Score -1805660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1805664.625000 Penalty: 930.635681
	Iteration 84Q: 3 clusters Score -1805665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1805670.625000 Penalty: 930.635681
	Iteration 85Q: 3 clusters Score -1805671 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1805669.625000 Penalty: 930.635681
	Iteration 86Q: 3 clusters Score -1805670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1805678.000000 Penalty: 930.635681
	Iteration 87Q: 3 clusters Score -1805678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1805679.625000 Penalty: 930.635681
	Iteration 88Q: 3 clusters Score -1805680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1805687.750000 Penalty: 930.635681
	Iteration 89Q: 3 clusters Score -1805688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1805698.250000 Penalty: 930.635681
	Iteration 90Q: 3 clusters Score -1805698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1805716.125000 Penalty: 930.635681
	Iteration 91Q: 3 clusters Score -1805716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1805715.625000 Penalty: 930.635681
	Iteration 92Q: 3 clusters Score -1805716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1805725.250000 Penalty: 930.635681
	Iteration 93Q: 3 clusters Score -1805725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1805728.750000 Penalty: 930.635681
	Iteration 94Q: 3 clusters Score -1805729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1805738.125000 Penalty: 930.635681
	Iteration 95Q: 3 clusters Score -1805738 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1805742.250000 Penalty: 930.635681
	Iteration 96Q: 3 clusters Score -1805742 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1805743.875000 Penalty: 930.635681
	Iteration 97Q: 3 clusters Score -1805744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1805749.375000 Penalty: 930.635681
	Iteration 98Q: 3 clusters Score -1805749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1805750.125000 Penalty: 930.635681
	Iteration 99Q: 3 clusters Score -1805750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1805749.625000 Penalty: 930.635681
	Iteration 100F: 3 clusters Score -1805750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1805748.375000 Penalty: 930.635681
	Iteration 101Q: 3 clusters Score -1805748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1805752.250000 Penalty: 930.635681
	Iteration 102Q: 3 clusters Score -1805752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1805752.125000 Penalty: 930.635681
	Iteration 103Q: 3 clusters Score -1805752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1805754.500000 Penalty: 930.635681
	Iteration 104Q: 3 clusters Score -1805754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1805756.250000 Penalty: 930.635681
	Iteration 105Q: 3 clusters Score -1805756 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1805755.500000 Penalty: 930.635681
	Iteration 106Q: 3 clusters Score -1805756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1805755.625000 Penalty: 930.635681
	Iteration 107Q: 3 clusters Score -1805756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1805752.500000 Penalty: 930.635681
	Iteration 108Q: 3 clusters Score -1805752 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1805755.375000 Penalty: 930.635681
	Iteration 109Q: 3 clusters Score -1805755 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1805755.875000 Penalty: 930.635681
	Iteration 110Q: 3 clusters Score -1805756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1805759.125000 Penalty: 930.635681
	Iteration 111Q: 3 clusters Score -1805759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1805760.500000 Penalty: 930.635681
	Iteration 112Q: 3 clusters Score -1805760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1805760.500000 Penalty: 930.635681
	Iteration 113Q: 3 clusters Score -1805760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1805761.125000 Penalty: 930.635681
	Iteration 114Q: 3 clusters Score -1805761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1805761.375000 Penalty: 930.635681
	Iteration 115Q: 3 clusters Score -1805761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1805761.500000 Penalty: 930.635681
	Iteration 116Q: 3 clusters Score -1805762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1805760.250000 Penalty: 930.635681
	Iteration 117Q: 3 clusters Score -1805760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1805759.750000 Penalty: 930.635681
	Iteration 118Q: 3 clusters Score -1805760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1805759.250000 Penalty: 930.635681
	Iteration 119Q: 3 clusters Score -1805759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1805760.000000 Penalty: 930.635681
	Iteration 120F: 3 clusters Score -1805760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1805762.750000 Penalty: 930.635681
	Iteration 121Q: 3 clusters Score -1805763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1805763.000000 Penalty: 930.635681
	Iteration 122Q: 3 clusters Score -1805763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1805764.625000 Penalty: 930.635681
	Iteration 123Q: 3 clusters Score -1805765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1805762.625000 Penalty: 930.635681
	Iteration 124Q: 3 clusters Score -1805763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1805761.500000 Penalty: 930.635681
	Iteration 125Q: 3 clusters Score -1805762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1805761.250000 Penalty: 930.635681
	Iteration 126Q: 3 clusters Score -1805761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1805762.500000 Penalty: 930.635681
	Iteration 127Q: 3 clusters Score -1805762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1805763.000000 Penalty: 930.635681
	Iteration 128Q: 3 clusters Score -1805763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1805762.625000 Penalty: 930.635681
	Iteration 129Q: 3 clusters Score -1805763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1805764.500000 Penalty: 930.635681
	Iteration 130Q: 3 clusters Score -1805764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1805765.000000 Penalty: 930.635681
	Iteration 131Q: 3 clusters Score -1805765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1805770.250000 Penalty: 930.635681
	Iteration 132Q: 3 clusters Score -1805770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1805771.000000 Penalty: 930.635681
	Iteration 133Q: 3 clusters Score -1805771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1805770.750000 Penalty: 930.635681
	Iteration 134Q: 3 clusters Score -1805771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1805772.875000 Penalty: 930.635681
	Iteration 135Q: 3 clusters Score -1805773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1805776.125000 Penalty: 930.635681
	Iteration 136Q: 3 clusters Score -1805776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1805774.375000 Penalty: 930.635681
	Iteration 137Q: 3 clusters Score -1805774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1805777.000000 Penalty: 930.635681
	Iteration 138Q: 3 clusters Score -1805777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1805773.875000 Penalty: 930.635681
	Iteration 139Q: 3 clusters Score -1805774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1805773.750000 Penalty: 930.635681
	Iteration 140F: 3 clusters Score -1805774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1805772.250000 Penalty: 930.635681
	Iteration 141Q: 3 clusters Score -1805772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1805773.875000 Penalty: 930.635681
	Iteration 142Q: 3 clusters Score -1805774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1805775.000000 Penalty: 930.635681
	Iteration 143Q: 3 clusters Score -1805775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1805775.500000 Penalty: 930.635681
	Iteration 144Q: 3 clusters Score -1805776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1805776.125000 Penalty: 930.635681
	Iteration 145Q: 3 clusters Score -1805776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1805776.500000 Penalty: 930.635681
	Iteration 146Q: 3 clusters Score -1805776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1805776.500000 Penalty: 930.635681
	Iteration 147F: 3 clusters Score -1805776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Entering Unmasked Estep 
Score: -2311741.500000 Penalty: 476.992584
	Iteration 0F: 2 clusters Score -2311742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2287870.000000 Penalty: 953.985168
	Iteration 0F: 3 clusters Score -2287870 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2297855.750000 Penalty: 953.985168
	Iteration 1F: 3 clusters Score -2297856 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2298213.500000 Penalty: 953.985168
	Iteration 2Q: 3 clusters Score -2298214 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2298735.250000 Penalty: 953.985168
	Iteration 3Q: 3 clusters Score -2298735 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2299529.750000 Penalty: 953.985168
	Iteration 4Q: 3 clusters Score -2299530 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2301018.000000 Penalty: 953.985168
	Iteration 5F: 3 clusters Score -2301018 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2303505.500000 Penalty: 953.985168
	Iteration 6F: 3 clusters Score -2303506 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -2306627.750000 Penalty: 953.985168
	Iteration 7F: 3 clusters Score -2306628 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -2309234.250000 Penalty: 953.985168
	Iteration 8F: 3 clusters Score -2309234 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -2310644.750000 Penalty: 953.985168
	Iteration 9Q: 3 clusters Score -2310645 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -2311150.250000 Penalty: 953.985168
	Iteration 10Q: 3 clusters Score -2311150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -2311276.250000 Penalty: 953.985168
	Iteration 11Q: 3 clusters Score -2311276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -2311305.000000 Penalty: 953.985168
	Iteration 12Q: 3 clusters Score -2311305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -2311316.500000 Penalty: 953.985168
	Iteration 13Q: 3 clusters Score -2311316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -2311321.500000 Penalty: 953.985168
	Iteration 14Q: 3 clusters Score -2311322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -2311323.750000 Penalty: 953.985168
	Iteration 15Q: 3 clusters Score -2311324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -2311326.250000 Penalty: 953.985168
	Iteration 16Q: 3 clusters Score -2311326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -2311326.250000 Penalty: 953.985168
	Iteration 17F: 3 clusters Score -2311326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Entering Unmasked Estep 
Score: -2842285.750000 Penalty: 486.422455
	Iteration 0F: 2 clusters Score -2842286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2812667.000000 Penalty: 972.844910
	Iteration 0F: 3 clusters Score -2812667 nChanged 21146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2825420.500000 Penalty: 972.844910
	Iteration 1F: 3 clusters Score -2825420 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2826120.750000 Penalty: 972.844910
	Iteration 2F: 3 clusters Score -2826121 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2827230.750000 Penalty: 972.844910
	Iteration 3F: 3 clusters Score -2827231 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -2829010.000000 Penalty: 972.844910
	Iteration 4F: 3 clusters Score -2829010 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -2831471.000000 Penalty: 972.844910
	Iteration 5F: 3 clusters Score -2831471 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -2833962.750000 Penalty: 972.844910
	Iteration 6F: 3 clusters Score -2833963 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -2835653.000000 Penalty: 972.844910
	Iteration 7Q: 3 clusters Score -2835653 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -2836458.000000 Penalty: 972.844910
	Iteration 8Q: 3 clusters Score -2836458 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -2836798.250000 Penalty: 972.844910
	Iteration 9Q: 3 clusters Score -2836798 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -2837051.000000 Penalty: 972.844910
	Iteration 10Q: 3 clusters Score -2837051 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -2837317.750000 Penalty: 972.844910
	Iteration 11Q: 3 clusters Score -2837318 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -2837600.500000 Penalty: 972.844910
	Iteration 12Q: 3 clusters Score -2837600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -2837909.500000 Penalty: 972.844910
	Iteration 13Q: 3 clusters Score -2837910 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -2838262.250000 Penalty: 972.844910
	Iteration 14Q: 3 clusters Score -2838262 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -2838608.250000 Penalty: 972.844910
	Iteration 15Q: 3 clusters Score -2838608 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -2838921.250000 Penalty: 972.844910
	Iteration 16Q: 3 clusters Score -2838921 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -2839244.250000 Penalty: 972.844910
	Iteration 17Q: 3 clusters Score -2839244 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -2839557.500000 Penalty: 972.844910
	Iteration 18Q: 3 clusters Score -2839558 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -2839828.000000 Penalty: 972.844910
	Iteration 19Q: 3 clusters Score -2839828 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -2840047.500000 Penalty: 972.844910
	Iteration 20F: 3 clusters Score -2840048 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -2840295.000000 Penalty: 972.844910
	Iteration 21Q: 3 clusters Score -2840295 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -2840525.250000 Penalty: 972.844910
	Iteration 22Q: 3 clusters Score -2840525 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -2840725.500000 Penalty: 972.844910
	Iteration 23Q: 3 clusters Score -2840726 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -2840885.000000 Penalty: 972.844910
	Iteration 24Q: 3 clusters Score -2840885 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -2841034.000000 Penalty: 972.844910
	Iteration 25Q: 3 clusters Score -2841034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -2841193.250000 Penalty: 972.844910
	Iteration 26Q: 3 clusters Score -2841193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -2841295.500000 Penalty: 972.844910
	Iteration 27Q: 3 clusters Score -2841296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -2841380.250000 Penalty: 972.844910
	Iteration 28Q: 3 clusters Score -2841380 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -2841447.750000 Penalty: 972.844910
	Iteration 29Q: 3 clusters Score -2841448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -2841500.750000 Penalty: 972.844910
	Iteration 30Q: 3 clusters Score -2841501 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -2841555.500000 Penalty: 972.844910
	Iteration 31Q: 3 clusters Score -2841556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -2841602.500000 Penalty: 972.844910
	Iteration 32Q: 3 clusters Score -2841602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -2841651.250000 Penalty: 972.844910
	Iteration 33Q: 3 clusters Score -2841651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -2841689.500000 Penalty: 972.844910
	Iteration 34Q: 3 clusters Score -2841690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -2841724.750000 Penalty: 972.844910
	Iteration 35Q: 3 clusters Score -2841725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -2841756.500000 Penalty: 972.844910
	Iteration 36Q: 3 clusters Score -2841756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -2841786.500000 Penalty: 972.844910
	Iteration 37Q: 3 clusters Score -2841786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -2841802.750000 Penalty: 972.844910
	Iteration 38Q: 3 clusters Score -2841803 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -2841819.750000 Penalty: 972.844910
	Iteration 39Q: 3 clusters Score -2841820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -2841848.000000 Penalty: 972.844910
	Iteration 40F: 3 clusters Score -2841848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -2841860.750000 Penalty: 972.844910
	Iteration 41Q: 3 clusters Score -2841861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -2841879.500000 Penalty: 972.844910
	Iteration 42Q: 3 clusters Score -2841880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -2841888.500000 Penalty: 972.844910
	Iteration 43Q: 3 clusters Score -2841888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -2841904.000000 Penalty: 972.844910
	Iteration 44Q: 3 clusters Score -2841904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -2841918.000000 Penalty: 972.844910
	Iteration 45Q: 3 clusters Score -2841918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -2841930.500000 Penalty: 972.844910
	Iteration 46Q: 3 clusters Score -2841930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -2841937.750000 Penalty: 972.844910
	Iteration 47Q: 3 clusters Score -2841938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -2841944.250000 Penalty: 972.844910
	Iteration 48Q: 3 clusters Score -2841944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -2841949.500000 Penalty: 972.844910
	Iteration 49Q: 3 clusters Score -2841950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -2841952.250000 Penalty: 972.844910
	Iteration 50Q: 3 clusters Score -2841952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -2841949.750000 Penalty: 972.844910
	Iteration 51Q: 3 clusters Score -2841950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -2841950.250000 Penalty: 972.844910
	Iteration 52Q: 3 clusters Score -2841950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -2841953.250000 Penalty: 972.844910
	Iteration 53Q: 3 clusters Score -2841953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -2841961.250000 Penalty: 972.844910
	Iteration 54Q: 3 clusters Score -2841961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -2841963.500000 Penalty: 972.844910
	Iteration 55Q: 3 clusters Score -2841964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -2841964.500000 Penalty: 972.844910
	Iteration 56Q: 3 clusters Score -2841964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -2841974.250000 Penalty: 972.844910
	Iteration 57Q: 3 clusters Score -2841974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -2841981.750000 Penalty: 972.844910
	Iteration 58Q: 3 clusters Score -2841982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -2841984.750000 Penalty: 972.844910
	Iteration 59Q: 3 clusters Score -2841985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -2841988.000000 Penalty: 972.844910
	Iteration 60F: 3 clusters Score -2841988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -2841996.500000 Penalty: 972.844910
	Iteration 61Q: 3 clusters Score -2841996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -2841998.000000 Penalty: 972.844910
	Iteration 62Q: 3 clusters Score -2841998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -2841999.750000 Penalty: 972.844910
	Iteration 63Q: 3 clusters Score -2842000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -2842002.500000 Penalty: 972.844910
	Iteration 64Q: 3 clusters Score -2842002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -2842004.750000 Penalty: 972.844910
	Iteration 65Q: 3 clusters Score -2842005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -2842007.750000 Penalty: 972.844910
	Iteration 66Q: 3 clusters Score -2842008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -2842010.500000 Penalty: 972.844910
	Iteration 67Q: 3 clusters Score -2842010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -2842010.000000 Penalty: 972.844910
	Iteration 68Q: 3 clusters Score -2842010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -2842010.250000 Penalty: 972.844910
	Iteration 69Q: 3 clusters Score -2842010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -2842009.750000 Penalty: 972.844910
	Iteration 70Q: 3 clusters Score -2842010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -2842006.000000 Penalty: 972.844910
	Iteration 71Q: 3 clusters Score -2842006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -2842008.250000 Penalty: 972.844910
	Iteration 72Q: 3 clusters Score -2842008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -2842010.250000 Penalty: 972.844910
	Iteration 73Q: 3 clusters Score -2842010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -2842012.500000 Penalty: 972.844910
	Iteration 74Q: 3 clusters Score -2842012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -2842015.500000 Penalty: 972.844910
	Iteration 75Q: 3 clusters Score -2842016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -2842014.750000 Penalty: 972.844910
	Iteration 76Q: 3 clusters Score -2842015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -2842013.750000 Penalty: 972.844910
	Iteration 77Q: 3 clusters Score -2842014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -2842012.250000 Penalty: 972.844910
	Iteration 78Q: 3 clusters Score -2842012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -2842012.500000 Penalty: 972.844910
	Iteration 79Q: 3 clusters Score -2842012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -2842012.750000 Penalty: 972.844910
	Iteration 80F: 3 clusters Score -2842013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -238841.562500 Penalty: 373.819702
	Iteration 0F: 2 clusters Score -238841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -236344.750000 Penalty: 747.639404
	Iteration 0F: 3 clusters Score -236344.8 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -237363.765625 Penalty: 747.639404
	Iteration 1F: 3 clusters Score -237363.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -237477.046875 Penalty: 747.639404
	Iteration 2F: 3 clusters Score -237477 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -237564.000000 Penalty: 747.639404
	Iteration 3Q: 3 clusters Score -237564 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -237647.593750 Penalty: 747.639404
	Iteration 4Q: 3 clusters Score -237647.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -237740.421875 Penalty: 747.639404
	Iteration 5Q: 3 clusters Score -237740.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -237834.546875 Penalty: 747.639404
	Iteration 6Q: 3 clusters Score -237834.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -237922.562500 Penalty: 747.639404
	Iteration 7Q: 3 clusters Score -237922.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -237985.656250 Penalty: 747.639404
	Iteration 8Q: 3 clusters Score -237985.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -238036.000000 Penalty: 747.639404
	Iteration 9Q: 3 clusters Score -238036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -238063.812500 Penalty: 747.639404
	Iteration 10Q: 3 clusters Score -238063.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238084.375000 Penalty: 747.639404
	Iteration 11Q: 3 clusters Score -238084.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -238097.687500 Penalty: 747.639404
	Iteration 12Q: 3 clusters Score -238097.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -238110.156250 Penalty: 747.639404
	Iteration 13Q: 3 clusters Score -238110.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -238117.343750 Penalty: 747.639404
	Iteration 14Q: 3 clusters Score -238117.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -238123.875000 Penalty: 747.639404
	Iteration 15Q: 3 clusters Score -238123.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -238130.093750 Penalty: 747.639404
	Iteration 16Q: 3 clusters Score -238130.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -238137.296875 Penalty: 747.639404
	Iteration 17Q: 3 clusters Score -238137.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -238143.984375 Penalty: 747.639404
	Iteration 18Q: 3 clusters Score -238144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -238147.421875 Penalty: 747.639404
	Iteration 19Q: 3 clusters Score -238147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -238149.375000 Penalty: 747.639404
	Iteration 20F: 3 clusters Score -238149.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -238152.125000 Penalty: 747.639404
	Iteration 21Q: 3 clusters Score -238152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -238158.406250 Penalty: 747.639404
	Iteration 22Q: 3 clusters Score -238158.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -238163.062500 Penalty: 747.639404
	Iteration 23Q: 3 clusters Score -238163.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -238169.250000 Penalty: 747.639404
	Iteration 24Q: 3 clusters Score -238169.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238178.812500 Penalty: 747.639404
	Iteration 25Q: 3 clusters Score -238178.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -238186.156250 Penalty: 747.639404
	Iteration 26Q: 3 clusters Score -238186.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -238194.046875 Penalty: 747.639404
	Iteration 27Q: 3 clusters Score -238194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -238201.437500 Penalty: 747.639404
	Iteration 28Q: 3 clusters Score -238201.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -238205.921875 Penalty: 747.639404
	Iteration 29Q: 3 clusters Score -238205.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -238210.812500 Penalty: 747.639404
	Iteration 30Q: 3 clusters Score -238210.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -238215.890625 Penalty: 747.639404
	Iteration 31Q: 3 clusters Score -238215.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -238220.781250 Penalty: 747.639404
	Iteration 32Q: 3 clusters Score -238220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -238225.906250 Penalty: 747.639404
	Iteration 33Q: 3 clusters Score -238225.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -238235.625000 Penalty: 747.639404
	Iteration 34Q: 3 clusters Score -238235.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -238248.828125 Penalty: 747.639404
	Iteration 35Q: 3 clusters Score -238248.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -238265.343750 Penalty: 747.639404
	Iteration 36Q: 3 clusters Score -238265.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -238279.750000 Penalty: 747.639404
	Iteration 37Q: 3 clusters Score -238279.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -238298.125000 Penalty: 747.639404
	Iteration 38Q: 3 clusters Score -238298.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -238312.937500 Penalty: 747.639404
	Iteration 39Q: 3 clusters Score -238312.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -238326.765625 Penalty: 747.639404
	Iteration 40F: 3 clusters Score -238326.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -238341.093750 Penalty: 747.639404
	Iteration 41Q: 3 clusters Score -238341.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -238350.421875 Penalty: 747.639404
	Iteration 42Q: 3 clusters Score -238350.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -238360.843750 Penalty: 747.639404
	Iteration 43Q: 3 clusters Score -238360.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -238370.484375 Penalty: 747.639404
	Iteration 44Q: 3 clusters Score -238370.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -238381.531250 Penalty: 747.639404
	Iteration 45Q: 3 clusters Score -238381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -238389.765625 Penalty: 747.639404
	Iteration 46Q: 3 clusters Score -238389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -238397.281250 Penalty: 747.639404
	Iteration 47Q: 3 clusters Score -238397.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -238407.421875 Penalty: 747.639404
	Iteration 48Q: 3 clusters Score -238407.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -238418.171875 Penalty: 747.639404
	Iteration 49Q: 3 clusters Score -238418.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -238432.593750 Penalty: 747.639404
	Iteration 50Q: 3 clusters Score -238432.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -238441.234375 Penalty: 747.639404
	Iteration 51Q: 3 clusters Score -238441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -238449.343750 Penalty: 747.639404
	Iteration 52Q: 3 clusters Score -238449.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -238458.625000 Penalty: 747.639404
	Iteration 53Q: 3 clusters Score -238458.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -238475.906250 Penalty: 747.639404
	Iteration 54Q: 3 clusters Score -238475.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -238489.781250 Penalty: 747.639404
	Iteration 55Q: 3 clusters Score -238489.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -238502.218750 Penalty: 747.639404
	Iteration 56Q: 3 clusters Score -238502.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -238510.437500 Penalty: 747.639404
	Iteration 57Q: 3 clusters Score -238510.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -238519.000000 Penalty: 747.639404
	Iteration 58Q: 3 clusters Score -238519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -238522.359375 Penalty: 747.639404
	Iteration 59Q: 3 clusters Score -238522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -238526.843750 Penalty: 747.639404
	Iteration 60F: 3 clusters Score -238526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -238531.109375 Penalty: 747.639404
	Iteration 61Q: 3 clusters Score -238531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -238532.421875 Penalty: 747.639404
	Iteration 62Q: 3 clusters Score -238532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -238532.906250 Penalty: 747.639404
	Iteration 63Q: 3 clusters Score -238532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -238537.765625 Penalty: 747.639404
	Iteration 64Q: 3 clusters Score -238537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -238539.234375 Penalty: 747.639404
	Iteration 65Q: 3 clusters Score -238539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -238539.953125 Penalty: 747.639404
	Iteration 66Q: 3 clusters Score -238540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -238540.781250 Penalty: 747.639404
	Iteration 67Q: 3 clusters Score -238540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -238542.250000 Penalty: 747.639404
	Iteration 68Q: 3 clusters Score -238542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -238544.078125 Penalty: 747.639404
	Iteration 69Q: 3 clusters Score -238544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -238546.171875 Penalty: 747.639404
	Iteration 70Q: 3 clusters Score -238546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -238546.921875 Penalty: 747.639404
	Iteration 71Q: 3 clusters Score -238546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -238547.906250 Penalty: 747.639404
	Iteration 72Q: 3 clusters Score -238547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -238548.437500 Penalty: 747.639404
	Iteration 73Q: 3 clusters Score -238548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -238548.328125 Penalty: 747.639404
	Iteration 74Q: 3 clusters Score -238548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -238548.812500 Penalty: 747.639404
	Iteration 75Q: 3 clusters Score -238548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -238549.187500 Penalty: 747.639404
	Iteration 76Q: 3 clusters Score -238549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -238549.187500 Penalty: 747.639404
	Iteration 77F: 3 clusters Score -238549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -230883.359375 Penalty: 373.585388
	Iteration 0F: 2 clusters Score -230883.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -228348.296875 Penalty: 747.170776
	Iteration 0F: 3 clusters Score -228348.3 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -229248.812500 Penalty: 747.170776
	Iteration 1F: 3 clusters Score -229248.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -229310.281250 Penalty: 747.170776
	Iteration 2Q: 3 clusters Score -229310.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -229366.046875 Penalty: 747.170776
	Iteration 3Q: 3 clusters Score -229366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -229443.578125 Penalty: 747.170776
	Iteration 4Q: 3 clusters Score -229443.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -229549.781250 Penalty: 747.170776
	Iteration 5Q: 3 clusters Score -229549.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -229736.125000 Penalty: 747.170776
	Iteration 6Q: 3 clusters Score -229736.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -229925.734375 Penalty: 747.170776
	Iteration 7Q: 3 clusters Score -229925.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -230101.093750 Penalty: 747.170776
	Iteration 8F: 3 clusters Score -230101.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -230230.312500 Penalty: 747.170776
	Iteration 9Q: 3 clusters Score -230230.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -230313.531250 Penalty: 747.170776
	Iteration 10Q: 3 clusters Score -230313.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -230393.500000 Penalty: 747.170776
	Iteration 11Q: 3 clusters Score -230393.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -230480.046875 Penalty: 747.170776
	Iteration 12Q: 3 clusters Score -230480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -230542.093750 Penalty: 747.170776
	Iteration 13Q: 3 clusters Score -230542.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -230588.703125 Penalty: 747.170776
	Iteration 14Q: 3 clusters Score -230588.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -230626.265625 Penalty: 747.170776
	Iteration 15Q: 3 clusters Score -230626.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -230650.031250 Penalty: 747.170776
	Iteration 16Q: 3 clusters Score -230650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -230671.500000 Penalty: 747.170776
	Iteration 17Q: 3 clusters Score -230671.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -230688.656250 Penalty: 747.170776
	Iteration 18Q: 3 clusters Score -230688.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -230699.843750 Penalty: 747.170776
	Iteration 19Q: 3 clusters Score -230699.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -230712.250000 Penalty: 747.170776
	Iteration 20F: 3 clusters Score -230712.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -230717.968750 Penalty: 747.170776
	Iteration 21Q: 3 clusters Score -230718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -230721.328125 Penalty: 747.170776
	Iteration 22Q: 3 clusters Score -230721.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -230724.843750 Penalty: 747.170776
	Iteration 23Q: 3 clusters Score -230724.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -230729.703125 Penalty: 747.170776
	Iteration 24Q: 3 clusters Score -230729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -230733.234375 Penalty: 747.170776
	Iteration 25Q: 3 clusters Score -230733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -230736.359375 Penalty: 747.170776
	Iteration 26Q: 3 clusters Score -230736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -230738.359375 Penalty: 747.170776
	Iteration 27Q: 3 clusters Score -230738.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -230740.765625 Penalty: 747.170776
	Iteration 28Q: 3 clusters Score -230740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -230743.359375 Penalty: 747.170776
	Iteration 29Q: 3 clusters Score -230743.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -230745.531250 Penalty: 747.170776
	Iteration 30Q: 3 clusters Score -230745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -230746.906250 Penalty: 747.170776
	Iteration 31Q: 3 clusters Score -230746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -230748.453125 Penalty: 747.170776
	Iteration 32Q: 3 clusters Score -230748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -230750.609375 Penalty: 747.170776
	Iteration 33Q: 3 clusters Score -230750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -230753.093750 Penalty: 747.170776
	Iteration 34Q: 3 clusters Score -230753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -230754.906250 Penalty: 747.170776
	Iteration 35Q: 3 clusters Score -230754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -230756.421875 Penalty: 747.170776
	Iteration 36Q: 3 clusters Score -230756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -230756.656250 Penalty: 747.170776
	Iteration 37Q: 3 clusters Score -230756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -230756.859375 Penalty: 747.170776
	Iteration 38Q: 3 clusters Score -230756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -230757.109375 Penalty: 747.170776
	Iteration 39Q: 3 clusters Score -230757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -230757.453125 Penalty: 747.170776
	Iteration 40F: 3 clusters Score -230757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -230757.781250 Penalty: 747.170776
	Iteration 41Q: 3 clusters Score -230757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -230758.281250 Penalty: 747.170776
	Iteration 42Q: 3 clusters Score -230758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -230758.734375 Penalty: 747.170776
	Iteration 43Q: 3 clusters Score -230758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -230759.156250 Penalty: 747.170776
	Iteration 44Q: 3 clusters Score -230759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -230758.937500 Penalty: 747.170776
	Iteration 45Q: 3 clusters Score -230758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -230759.328125 Penalty: 747.170776
	Iteration 46Q: 3 clusters Score -230759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -230759.546875 Penalty: 747.170776
	Iteration 47Q: 3 clusters Score -230759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -230759.546875 Penalty: 747.170776
	Iteration 48F: 3 clusters Score -230759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -707799.875000 Penalty: 422.669006
	Iteration 0F: 2 clusters Score -707799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -700628.000000 Penalty: 845.338013
	Iteration 0F: 3 clusters Score -700628 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -703645.625000 Penalty: 845.338013
	Iteration 1F: 3 clusters Score -703645.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -703967.437500 Penalty: 845.338013
	Iteration 2F: 3 clusters Score -703967.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -704327.125000 Penalty: 845.338013
	Iteration 3F: 3 clusters Score -704327.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -704763.937500 Penalty: 845.338013
	Iteration 4F: 3 clusters Score -704763.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -705241.875000 Penalty: 845.338013
	Iteration 5F: 3 clusters Score -705241.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -705605.125000 Penalty: 845.338013
	Iteration 6F: 3 clusters Score -705605.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -705786.125000 Penalty: 845.338013
	Iteration 7Q: 3 clusters Score -705786.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -705890.625000 Penalty: 845.338013
	Iteration 8Q: 3 clusters Score -705890.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -705963.750000 Penalty: 845.338013
	Iteration 9Q: 3 clusters Score -705963.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -706024.937500 Penalty: 845.338013
	Iteration 10Q: 3 clusters Score -706024.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -706081.562500 Penalty: 845.338013
	Iteration 11Q: 3 clusters Score -706081.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -706143.000000 Penalty: 845.338013
	Iteration 12Q: 3 clusters Score -706143 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -706219.437500 Penalty: 845.338013
	Iteration 13Q: 3 clusters Score -706219.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -706307.312500 Penalty: 845.338013
	Iteration 14Q: 3 clusters Score -706307.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -706391.312500 Penalty: 845.338013
	Iteration 15Q: 3 clusters Score -706391.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -706476.750000 Penalty: 845.338013
	Iteration 16Q: 3 clusters Score -706476.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -706573.500000 Penalty: 845.338013
	Iteration 17Q: 3 clusters Score -706573.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -706678.312500 Penalty: 845.338013
	Iteration 18Q: 3 clusters Score -706678.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -706765.562500 Penalty: 845.338013
	Iteration 19Q: 3 clusters Score -706765.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -706852.750000 Penalty: 845.338013
	Iteration 20F: 3 clusters Score -706852.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -706940.937500 Penalty: 845.338013
	Iteration 21Q: 3 clusters Score -706940.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -707031.000000 Penalty: 845.338013
	Iteration 22Q: 3 clusters Score -707031 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -707108.125000 Penalty: 845.338013
	Iteration 23Q: 3 clusters Score -707108.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -707162.125000 Penalty: 845.338013
	Iteration 24Q: 3 clusters Score -707162.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -707213.687500 Penalty: 845.338013
	Iteration 25Q: 3 clusters Score -707213.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -707247.000000 Penalty: 845.338013
	Iteration 26Q: 3 clusters Score -707247 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -707272.687500 Penalty: 845.338013
	Iteration 27Q: 3 clusters Score -707272.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -707303.437500 Penalty: 845.338013
	Iteration 28Q: 3 clusters Score -707303.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -707325.062500 Penalty: 845.338013
	Iteration 29Q: 3 clusters Score -707325.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -707340.562500 Penalty: 845.338013
	Iteration 30Q: 3 clusters Score -707340.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -707352.500000 Penalty: 845.338013
	Iteration 31Q: 3 clusters Score -707352.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -707364.000000 Penalty: 845.338013
	Iteration 32Q: 3 clusters Score -707364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -707378.625000 Penalty: 845.338013
	Iteration 33Q: 3 clusters Score -707378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -707391.375000 Penalty: 845.338013
	Iteration 34Q: 3 clusters Score -707391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -707401.125000 Penalty: 845.338013
	Iteration 35Q: 3 clusters Score -707401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -707413.250000 Penalty: 845.338013
	Iteration 36Q: 3 clusters Score -707413.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -707422.187500 Penalty: 845.338013
	Iteration 37Q: 3 clusters Score -707422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -707425.250000 Penalty: 845.338013
	Iteration 38Q: 3 clusters Score -707425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -707425.812500 Penalty: 845.338013
	Iteration 39Q: 3 clusters Score -707425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -707427.562500 Penalty: 845.338013
	Iteration 40F: 3 clusters Score -707427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -76478.804688 Penalty: 323.275909
	Iteration 0F: 2 clusters Score -76478.8 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 620 members 
Entering Unmasked Estep 
Score: -75515.289062 Penalty: 646.551819
	Iteration 0F: 3 clusters Score -75515.29 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75824.226562 Penalty: 646.551819
	Iteration 1F: 3 clusters Score -75824.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75885.640625 Penalty: 646.551819
	Iteration 2F: 3 clusters Score -75885.64 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -75938.273438 Penalty: 646.551819
	Iteration 3F: 3 clusters Score -75938.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -75987.585938 Penalty: 646.551819
	Iteration 4Q: 3 clusters Score -75987.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -76041.132812 Penalty: 646.551819
	Iteration 5F: 3 clusters Score -76041.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -76083.312500 Penalty: 646.551819
	Iteration 6Q: 3 clusters Score -76083.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -76120.140625 Penalty: 646.551819
	Iteration 7Q: 3 clusters Score -76120.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -76152.125000 Penalty: 646.551819
	Iteration 8Q: 3 clusters Score -76152.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -76169.132812 Penalty: 646.551819
	Iteration 9Q: 3 clusters Score -76169.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -76178.109375 Penalty: 646.551819
	Iteration 10Q: 3 clusters Score -76178.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -76185.398438 Penalty: 646.551819
	Iteration 11Q: 3 clusters Score -76185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -76191.703125 Penalty: 646.551819
	Iteration 12Q: 3 clusters Score -76191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -76195.765625 Penalty: 646.551819
	Iteration 13Q: 3 clusters Score -76195.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -76197.843750 Penalty: 646.551819
	Iteration 14Q: 3 clusters Score -76197.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -76199.078125 Penalty: 646.551819
	Iteration 15Q: 3 clusters Score -76199.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -76199.539062 Penalty: 646.551819
	Iteration 16Q: 3 clusters Score -76199.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -76199.539062 Penalty: 646.551819
	Iteration 17F: 3 clusters Score -76199.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Entering Unmasked Estep 
Score: -4699272.500000 Penalty: 511.503662
	Iteration 0F: 2 clusters Score -4699272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4647684.500000 Penalty: 1023.007324
	Iteration 0F: 3 clusters Score -4647684 nChanged 37277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4669793.500000 Penalty: 1023.007324
	Iteration 1F: 3 clusters Score -4669794 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4670444.000000 Penalty: 1023.007324
	Iteration 2Q: 3 clusters Score -4670444 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4671327.000000 Penalty: 1023.007324
	Iteration 3Q: 3 clusters Score -4671327 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4672874.500000 Penalty: 1023.007324
	Iteration 4Q: 3 clusters Score -4672874 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4675508.500000 Penalty: 1023.007324
	Iteration 5F: 3 clusters Score -4675508 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4679343.500000 Penalty: 1023.007324
	Iteration 6F: 3 clusters Score -4679344 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4683833.500000 Penalty: 1023.007324
	Iteration 7F: 3 clusters Score -4683834 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4687695.000000 Penalty: 1023.007324
	Iteration 8F: 3 clusters Score -4687695 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4690302.500000 Penalty: 1023.007324
	Iteration 9Q: 3 clusters Score -4690302 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4692063.000000 Penalty: 1023.007324
	Iteration 10Q: 3 clusters Score -4692063 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4693366.500000 Penalty: 1023.007324
	Iteration 11Q: 3 clusters Score -4693366 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4694483.500000 Penalty: 1023.007324
	Iteration 12Q: 3 clusters Score -4694484 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4695489.000000 Penalty: 1023.007324
	Iteration 13Q: 3 clusters Score -4695489 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4696353.000000 Penalty: 1023.007324
	Iteration 14Q: 3 clusters Score -4696353 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4697117.500000 Penalty: 1023.007324
	Iteration 15Q: 3 clusters Score -4697118 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4697691.000000 Penalty: 1023.007324
	Iteration 16Q: 3 clusters Score -4697691 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4698159.000000 Penalty: 1023.007324
	Iteration 17Q: 3 clusters Score -4698159 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4698417.500000 Penalty: 1023.007324
	Iteration 18Q: 3 clusters Score -4698418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4698597.000000 Penalty: 1023.007324
	Iteration 19Q: 3 clusters Score -4698597 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4698687.500000 Penalty: 1023.007324
	Iteration 20F: 3 clusters Score -4698688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4698742.000000 Penalty: 1023.007324
	Iteration 21Q: 3 clusters Score -4698742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4698767.000000 Penalty: 1023.007324
	Iteration 22Q: 3 clusters Score -4698767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4698781.000000 Penalty: 1023.007324
	Iteration 23Q: 3 clusters Score -4698781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4698792.500000 Penalty: 1023.007324
	Iteration 24Q: 3 clusters Score -4698792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4698792.000000 Penalty: 1023.007324
	Iteration 25Q: 3 clusters Score -4698792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4698798.000000 Penalty: 1023.007324
	Iteration 26Q: 3 clusters Score -4698798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4698801.500000 Penalty: 1023.007324
	Iteration 27Q: 3 clusters Score -4698802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4698807.500000 Penalty: 1023.007324
	Iteration 28Q: 3 clusters Score -4698808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4698809.000000 Penalty: 1023.007324
	Iteration 29Q: 3 clusters Score -4698809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4698809.500000 Penalty: 1023.007324
	Iteration 30Q: 3 clusters Score -4698810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4698807.000000 Penalty: 1023.007324
	Iteration 31Q: 3 clusters Score -4698807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4698806.500000 Penalty: 1023.007324
	Iteration 32Q: 3 clusters Score -4698806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4698806.500000 Penalty: 1023.007324
	Iteration 33F: 3 clusters Score -4698806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Entering Unmasked Estep 
Score: -5313232.000000 Penalty: 516.664001
	Iteration 0F: 2 clusters Score -5313232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5261964.000000 Penalty: 1033.328003
	Iteration 0F: 3 clusters Score -5261964 nChanged 41777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -5287394.000000 Penalty: 1033.328003
	Iteration 1F: 3 clusters Score -5287394 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -5289236.500000 Penalty: 1033.328003
	Iteration 2Q: 3 clusters Score -5289236 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -5292460.500000 Penalty: 1033.328003
	Iteration 3F: 3 clusters Score -5292460 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -5297579.000000 Penalty: 1033.328003
	Iteration 4F: 3 clusters Score -5297579 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -5303604.000000 Penalty: 1033.328003
	Iteration 5F: 3 clusters Score -5303604 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -5308400.000000 Penalty: 1033.328003
	Iteration 6F: 3 clusters Score -5308400 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -5310745.000000 Penalty: 1033.328003
	Iteration 7Q: 3 clusters Score -5310745 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -5311998.000000 Penalty: 1033.328003
	Iteration 8Q: 3 clusters Score -5311998 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -5313050.500000 Penalty: 1033.328003
	Iteration 9Q: 3 clusters Score -5313050 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -5313908.000000 Penalty: 1033.328003
	Iteration 10Q: 3 clusters Score -5313908 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -5314452.000000 Penalty: 1033.328003
	Iteration 11Q: 3 clusters Score -5314452 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -5314775.000000 Penalty: 1033.328003
	Iteration 12Q: 3 clusters Score -5314775 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -5315002.500000 Penalty: 1033.328003
	Iteration 13Q: 3 clusters Score -5315002 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -5315121.500000 Penalty: 1033.328003
	Iteration 14Q: 3 clusters Score -5315122 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -5315092.500000 Penalty: 1033.328003
	Iteration 15Q: 3 clusters Score -5315092 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -5314994.500000 Penalty: 1033.328003
	Iteration 16Q: 3 clusters Score -5314994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -5314886.500000 Penalty: 1033.328003
	Iteration 17Q: 3 clusters Score -5314886 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -5314723.000000 Penalty: 1033.328003
	Iteration 18Q: 3 clusters Score -5314723 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -5314611.500000 Penalty: 1033.328003
	Iteration 19Q: 3 clusters Score -5314612 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -5314460.500000 Penalty: 1033.328003
	Iteration 20F: 3 clusters Score -5314460 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -5314334.000000 Penalty: 1033.328003
	Iteration 21Q: 3 clusters Score -5314334 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -5314249.500000 Penalty: 1033.328003
	Iteration 22Q: 3 clusters Score -5314250 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -5314200.500000 Penalty: 1033.328003
	Iteration 23Q: 3 clusters Score -5314200 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -5314056.500000 Penalty: 1033.328003
	Iteration 24Q: 3 clusters Score -5314056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -5313947.000000 Penalty: 1033.328003
	Iteration 25Q: 3 clusters Score -5313947 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -5313858.000000 Penalty: 1033.328003
	Iteration 26Q: 3 clusters Score -5313858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -5313788.000000 Penalty: 1033.328003
	Iteration 27Q: 3 clusters Score -5313788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -5313707.000000 Penalty: 1033.328003
	Iteration 28Q: 3 clusters Score -5313707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -5313637.000000 Penalty: 1033.328003
	Iteration 29Q: 3 clusters Score -5313637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -5313601.000000 Penalty: 1033.328003
	Iteration 30Q: 3 clusters Score -5313601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -5313580.500000 Penalty: 1033.328003
	Iteration 31Q: 3 clusters Score -5313580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -5313566.000000 Penalty: 1033.328003
	Iteration 32Q: 3 clusters Score -5313566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -5313555.000000 Penalty: 1033.328003
	Iteration 33Q: 3 clusters Score -5313555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -5313533.500000 Penalty: 1033.328003
	Iteration 34Q: 3 clusters Score -5313534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -5313485.500000 Penalty: 1033.328003
	Iteration 35Q: 3 clusters Score -5313486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -5313483.000000 Penalty: 1033.328003
	Iteration 36Q: 3 clusters Score -5313483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -5313482.000000 Penalty: 1033.328003
	Iteration 37Q: 3 clusters Score -5313482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -5313487.500000 Penalty: 1033.328003
	Iteration 38Q: 3 clusters Score -5313488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -5313462.500000 Penalty: 1033.328003
	Iteration 39Q: 3 clusters Score -5313462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -5313442.000000 Penalty: 1033.328003
	Iteration 40F: 3 clusters Score -5313442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -5313421.000000 Penalty: 1033.328003
	Iteration 41Q: 3 clusters Score -5313421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -5313411.000000 Penalty: 1033.328003
	Iteration 42Q: 3 clusters Score -5313411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -5313401.000000 Penalty: 1033.328003
	Iteration 43Q: 3 clusters Score -5313401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -5313384.000000 Penalty: 1033.328003
	Iteration 44Q: 3 clusters Score -5313384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -5313384.000000 Penalty: 1033.328003
	Iteration 45Q: 3 clusters Score -5313384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -5313381.000000 Penalty: 1033.328003
	Iteration 46Q: 3 clusters Score -5313381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -5313373.500000 Penalty: 1033.328003
	Iteration 47Q: 3 clusters Score -5313374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -5313371.500000 Penalty: 1033.328003
	Iteration 48Q: 3 clusters Score -5313372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -5313372.500000 Penalty: 1033.328003
	Iteration 49Q: 3 clusters Score -5313372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -5313376.000000 Penalty: 1033.328003
	Iteration 50Q: 3 clusters Score -5313376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -5313384.000000 Penalty: 1033.328003
	Iteration 51Q: 3 clusters Score -5313384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -5313382.000000 Penalty: 1033.328003
	Iteration 52Q: 3 clusters Score -5313382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -5313382.000000 Penalty: 1033.328003
	Iteration 53Q: 3 clusters Score -5313382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -5313382.000000 Penalty: 1033.328003
	Iteration 54Q: 3 clusters Score -5313382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -5313382.000000 Penalty: 1033.328003
	Iteration 55F: 3 clusters Score -5313382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77352 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 35716 members 
Mstep: Class 7 contains 43941 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 76255 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 42621 members 
Mstep: Class 15 contains 42442 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 19569 members 
Mstep: Class 24 contains 38677 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3417 members 
Mstep: Class 28 contains 73894 members 
Mstep: Class 29 contains 84852 members 
Mstep: Class 30 contains 24013 members 
Mstep: Class 31 contains 37159 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 3552 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
Score: -42247268.000000 Penalty: 20813.578125
Splitting cluster 13 changes total score from -42247252.000000 to -42247268.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (42621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Entering Unmasked Estep 
Score: -2819692.250000 Penalty: 485.034668
	Iteration 0F: 2 clusters Score -2819692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2791980.500000 Penalty: 970.069336
	Iteration 0F: 3 clusters Score -2791980 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2804033.750000 Penalty: 970.069336
	Iteration 1F: 3 clusters Score -2804034 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2804655.000000 Penalty: 970.069336
	Iteration 2Q: 3 clusters Score -2804655 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2805677.000000 Penalty: 970.069336
	Iteration 3F: 3 clusters Score -2805677 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2807441.250000 Penalty: 970.069336
	Iteration 4F: 3 clusters Score -2807441 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2810191.750000 Penalty: 970.069336
	Iteration 5F: 3 clusters Score -2810192 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2813424.750000 Penalty: 970.069336
	Iteration 6F: 3 clusters Score -2813425 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2815894.500000 Penalty: 970.069336
	Iteration 7F: 3 clusters Score -2815894 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2817327.000000 Penalty: 970.069336
	Iteration 8Q: 3 clusters Score -2817327 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2818255.750000 Penalty: 970.069336
	Iteration 9Q: 3 clusters Score -2818256 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2818760.250000 Penalty: 970.069336
	Iteration 10Q: 3 clusters Score -2818760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2819014.750000 Penalty: 970.069336
	Iteration 11Q: 3 clusters Score -2819015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2819115.250000 Penalty: 970.069336
	Iteration 12Q: 3 clusters Score -2819115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2819177.750000 Penalty: 970.069336
	Iteration 13Q: 3 clusters Score -2819178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2819202.750000 Penalty: 970.069336
	Iteration 14Q: 3 clusters Score -2819203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2819219.500000 Penalty: 970.069336
	Iteration 15Q: 3 clusters Score -2819220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2819225.250000 Penalty: 970.069336
	Iteration 16Q: 3 clusters Score -2819225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2819233.750000 Penalty: 970.069336
	Iteration 17Q: 3 clusters Score -2819234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2819244.750000 Penalty: 970.069336
	Iteration 18Q: 3 clusters Score -2819245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2819246.000000 Penalty: 970.069336
	Iteration 19Q: 3 clusters Score -2819246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2819246.750000 Penalty: 970.069336
	Iteration 20F: 3 clusters Score -2819247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Entering Unmasked Estep 
Score: -2771795.500000 Penalty: 484.843140
	Iteration 0F: 2 clusters Score -2771796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2743976.500000 Penalty: 969.686279
	Iteration 0F: 3 clusters Score -2743976 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2757475.000000 Penalty: 969.686279
	Iteration 1F: 3 clusters Score -2757475 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2759080.250000 Penalty: 969.686279
	Iteration 2F: 3 clusters Score -2759080 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2761514.250000 Penalty: 969.686279
	Iteration 3F: 3 clusters Score -2761514 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2764398.750000 Penalty: 969.686279
	Iteration 4F: 3 clusters Score -2764399 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2766259.750000 Penalty: 969.686279
	Iteration 5F: 3 clusters Score -2766260 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2767007.000000 Penalty: 969.686279
	Iteration 6Q: 3 clusters Score -2767007 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2767280.250000 Penalty: 969.686279
	Iteration 7Q: 3 clusters Score -2767280 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2767498.750000 Penalty: 969.686279
	Iteration 8Q: 3 clusters Score -2767499 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2767670.250000 Penalty: 969.686279
	Iteration 9Q: 3 clusters Score -2767670 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2767811.250000 Penalty: 969.686279
	Iteration 10Q: 3 clusters Score -2767811 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2767959.250000 Penalty: 969.686279
	Iteration 11Q: 3 clusters Score -2767959 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2768073.750000 Penalty: 969.686279
	Iteration 12Q: 3 clusters Score -2768074 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2768160.500000 Penalty: 969.686279
	Iteration 13Q: 3 clusters Score -2768160 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2768282.500000 Penalty: 969.686279
	Iteration 14Q: 3 clusters Score -2768282 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2768389.750000 Penalty: 969.686279
	Iteration 15Q: 3 clusters Score -2768390 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2768477.000000 Penalty: 969.686279
	Iteration 16Q: 3 clusters Score -2768477 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2768561.250000 Penalty: 969.686279
	Iteration 17Q: 3 clusters Score -2768561 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2768632.750000 Penalty: 969.686279
	Iteration 18Q: 3 clusters Score -2768633 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2768700.000000 Penalty: 969.686279
	Iteration 19Q: 3 clusters Score -2768700 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2768728.750000 Penalty: 969.686279
	Iteration 20F: 3 clusters Score -2768729 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2768778.500000 Penalty: 969.686279
	Iteration 21Q: 3 clusters Score -2768778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2768803.000000 Penalty: 969.686279
	Iteration 22Q: 3 clusters Score -2768803 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2768843.000000 Penalty: 969.686279
	Iteration 23Q: 3 clusters Score -2768843 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2768871.250000 Penalty: 969.686279
	Iteration 24Q: 3 clusters Score -2768871 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2768875.500000 Penalty: 969.686279
	Iteration 25Q: 3 clusters Score -2768876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2768879.000000 Penalty: 969.686279
	Iteration 26Q: 3 clusters Score -2768879 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2768884.500000 Penalty: 969.686279
	Iteration 27Q: 3 clusters Score -2768884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2768889.250000 Penalty: 969.686279
	Iteration 28Q: 3 clusters Score -2768889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2768900.000000 Penalty: 969.686279
	Iteration 29Q: 3 clusters Score -2768900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2768906.750000 Penalty: 969.686279
	Iteration 30Q: 3 clusters Score -2768907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2768908.250000 Penalty: 969.686279
	Iteration 31Q: 3 clusters Score -2768908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2768919.750000 Penalty: 969.686279
	Iteration 32Q: 3 clusters Score -2768920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2768921.500000 Penalty: 969.686279
	Iteration 33Q: 3 clusters Score -2768922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2768936.000000 Penalty: 969.686279
	Iteration 34Q: 3 clusters Score -2768936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2768935.000000 Penalty: 969.686279
	Iteration 35Q: 3 clusters Score -2768935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2768933.000000 Penalty: 969.686279
	Iteration 36Q: 3 clusters Score -2768933 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2768924.250000 Penalty: 969.686279
	Iteration 37Q: 3 clusters Score -2768924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2768921.000000 Penalty: 969.686279
	Iteration 38Q: 3 clusters Score -2768921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2768916.750000 Penalty: 969.686279
	Iteration 39Q: 3 clusters Score -2768917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2768922.750000 Penalty: 969.686279
	Iteration 40F: 3 clusters Score -2768923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2768922.250000 Penalty: 969.686279
	Iteration 41Q: 3 clusters Score -2768922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2768925.000000 Penalty: 969.686279
	Iteration 42Q: 3 clusters Score -2768925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2768918.250000 Penalty: 969.686279
	Iteration 43Q: 3 clusters Score -2768918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2768926.250000 Penalty: 969.686279
	Iteration 44Q: 3 clusters Score -2768926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2768923.000000 Penalty: 969.686279
	Iteration 45Q: 3 clusters Score -2768923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2768927.250000 Penalty: 969.686279
	Iteration 46Q: 3 clusters Score -2768927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2768925.000000 Penalty: 969.686279
	Iteration 47Q: 3 clusters Score -2768925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2768927.500000 Penalty: 969.686279
	Iteration 48Q: 3 clusters Score -2768928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2768920.500000 Penalty: 969.686279
	Iteration 49Q: 3 clusters Score -2768920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2768918.750000 Penalty: 969.686279
	Iteration 50Q: 3 clusters Score -2768919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2768921.750000 Penalty: 969.686279
	Iteration 51Q: 3 clusters Score -2768922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2768921.750000 Penalty: 969.686279
	Iteration 52Q: 3 clusters Score -2768922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2768922.750000 Penalty: 969.686279
	Iteration 53Q: 3 clusters Score -2768923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2768924.500000 Penalty: 969.686279
	Iteration 54Q: 3 clusters Score -2768924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2768923.750000 Penalty: 969.686279
	Iteration 55Q: 3 clusters Score -2768924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2768923.500000 Penalty: 969.686279
	Iteration 56Q: 3 clusters Score -2768924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2768922.000000 Penalty: 969.686279
	Iteration 57Q: 3 clusters Score -2768922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2768921.250000 Penalty: 969.686279
	Iteration 58Q: 3 clusters Score -2768921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2768921.250000 Penalty: 969.686279
	Iteration 59F: 3 clusters Score -2768921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Entering Unmasked Estep 
Score: -1069734.750000 Penalty: 445.129669
	Iteration 0F: 2 clusters Score -1069735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1057818.500000 Penalty: 890.259338
	Iteration 0F: 3 clusters Score -1057818 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1062774.625000 Penalty: 890.259338
	Iteration 1F: 3 clusters Score -1062775 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1063096.875000 Penalty: 890.259338
	Iteration 2Q: 3 clusters Score -1063097 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1063504.125000 Penalty: 890.259338
	Iteration 3Q: 3 clusters Score -1063504 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1064009.875000 Penalty: 890.259338
	Iteration 4F: 3 clusters Score -1064010 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1064625.500000 Penalty: 890.259338
	Iteration 5F: 3 clusters Score -1064626 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1065318.500000 Penalty: 890.259338
	Iteration 6F: 3 clusters Score -1065318 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1066011.125000 Penalty: 890.259338
	Iteration 7F: 3 clusters Score -1066011 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1066407.875000 Penalty: 890.259338
	Iteration 8Q: 3 clusters Score -1066408 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1066596.000000 Penalty: 890.259338
	Iteration 9Q: 3 clusters Score -1066596 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1066700.875000 Penalty: 890.259338
	Iteration 10Q: 3 clusters Score -1066701 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1066789.750000 Penalty: 890.259338
	Iteration 11Q: 3 clusters Score -1066790 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1066858.125000 Penalty: 890.259338
	Iteration 12Q: 3 clusters Score -1066858 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1066907.125000 Penalty: 890.259338
	Iteration 13Q: 3 clusters Score -1066907 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1066956.500000 Penalty: 890.259338
	Iteration 14Q: 3 clusters Score -1066956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1067004.500000 Penalty: 890.259338
	Iteration 15Q: 3 clusters Score -1067004 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1067062.250000 Penalty: 890.259338
	Iteration 16Q: 3 clusters Score -1067062 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1067123.000000 Penalty: 890.259338
	Iteration 17Q: 3 clusters Score -1067123 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1067177.875000 Penalty: 890.259338
	Iteration 18Q: 3 clusters Score -1067178 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1067230.000000 Penalty: 890.259338
	Iteration 19Q: 3 clusters Score -1067230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1067301.875000 Penalty: 890.259338
	Iteration 20F: 3 clusters Score -1067302 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1067372.250000 Penalty: 890.259338
	Iteration 21Q: 3 clusters Score -1067372 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1067441.375000 Penalty: 890.259338
	Iteration 22Q: 3 clusters Score -1067441 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1067517.250000 Penalty: 890.259338
	Iteration 23Q: 3 clusters Score -1067517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1067594.375000 Penalty: 890.259338
	Iteration 24Q: 3 clusters Score -1067594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1067678.500000 Penalty: 890.259338
	Iteration 25Q: 3 clusters Score -1067678 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1067778.250000 Penalty: 890.259338
	Iteration 26Q: 3 clusters Score -1067778 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1067891.000000 Penalty: 890.259338
	Iteration 27Q: 3 clusters Score -1067891 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1068019.500000 Penalty: 890.259338
	Iteration 28Q: 3 clusters Score -1068020 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1068165.250000 Penalty: 890.259338
	Iteration 29Q: 3 clusters Score -1068165 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1068307.000000 Penalty: 890.259338
	Iteration 30Q: 3 clusters Score -1068307 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1068466.375000 Penalty: 890.259338
	Iteration 31Q: 3 clusters Score -1068466 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1068595.375000 Penalty: 890.259338
	Iteration 32Q: 3 clusters Score -1068595 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1068702.750000 Penalty: 890.259338
	Iteration 33Q: 3 clusters Score -1068703 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1068821.000000 Penalty: 890.259338
	Iteration 34Q: 3 clusters Score -1068821 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1068935.375000 Penalty: 890.259338
	Iteration 35Q: 3 clusters Score -1068935 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1069054.375000 Penalty: 890.259338
	Iteration 36Q: 3 clusters Score -1069054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1069140.000000 Penalty: 890.259338
	Iteration 37Q: 3 clusters Score -1069140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1069187.375000 Penalty: 890.259338
	Iteration 38Q: 3 clusters Score -1069187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1069225.625000 Penalty: 890.259338
	Iteration 39Q: 3 clusters Score -1069226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1069257.375000 Penalty: 890.259338
	Iteration 40F: 3 clusters Score -1069257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1069276.000000 Penalty: 890.259338
	Iteration 41Q: 3 clusters Score -1069276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1069293.625000 Penalty: 890.259338
	Iteration 42Q: 3 clusters Score -1069294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1069303.000000 Penalty: 890.259338
	Iteration 43Q: 3 clusters Score -1069303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1069312.500000 Penalty: 890.259338
	Iteration 44Q: 3 clusters Score -1069312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1069319.875000 Penalty: 890.259338
	Iteration 45Q: 3 clusters Score -1069320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1069327.500000 Penalty: 890.259338
	Iteration 46Q: 3 clusters Score -1069328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1069331.375000 Penalty: 890.259338
	Iteration 47Q: 3 clusters Score -1069331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1069338.875000 Penalty: 890.259338
	Iteration 48Q: 3 clusters Score -1069339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1069339.875000 Penalty: 890.259338
	Iteration 49Q: 3 clusters Score -1069340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1069341.125000 Penalty: 890.259338
	Iteration 50Q: 3 clusters Score -1069341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1069342.125000 Penalty: 890.259338
	Iteration 51Q: 3 clusters Score -1069342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1069342.125000 Penalty: 890.259338
	Iteration 52F: 3 clusters Score -1069342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -206151.984375 Penalty: 373.013062
	Iteration 0F: 2 clusters Score -206152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -203672.234375 Penalty: 746.026123
	Iteration 0F: 3 clusters Score -203672.2 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -204704.906250 Penalty: 746.026123
	Iteration 1F: 3 clusters Score -204704.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -204867.406250 Penalty: 746.026123
	Iteration 2F: 3 clusters Score -204867.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -205010.062500 Penalty: 746.026123
	Iteration 3F: 3 clusters Score -205010.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -205125.781250 Penalty: 746.026123
	Iteration 4F: 3 clusters Score -205125.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -205237.437500 Penalty: 746.026123
	Iteration 5Q: 3 clusters Score -205237.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -205357.921875 Penalty: 746.026123
	Iteration 6Q: 3 clusters Score -205357.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -205458.750000 Penalty: 746.026123
	Iteration 7Q: 3 clusters Score -205458.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -205522.140625 Penalty: 746.026123
	Iteration 8Q: 3 clusters Score -205522.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -205559.578125 Penalty: 746.026123
	Iteration 9Q: 3 clusters Score -205559.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -205578.937500 Penalty: 746.026123
	Iteration 10Q: 3 clusters Score -205578.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -205590.015625 Penalty: 746.026123
	Iteration 11Q: 3 clusters Score -205590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -205599.718750 Penalty: 746.026123
	Iteration 12Q: 3 clusters Score -205599.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -205608.500000 Penalty: 746.026123
	Iteration 13Q: 3 clusters Score -205608.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -205618.843750 Penalty: 746.026123
	Iteration 14Q: 3 clusters Score -205618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -205624.890625 Penalty: 746.026123
	Iteration 15Q: 3 clusters Score -205624.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -205628.968750 Penalty: 746.026123
	Iteration 16Q: 3 clusters Score -205629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -205635.109375 Penalty: 746.026123
	Iteration 17Q: 3 clusters Score -205635.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -205640.875000 Penalty: 746.026123
	Iteration 18Q: 3 clusters Score -205640.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -205645.812500 Penalty: 746.026123
	Iteration 19Q: 3 clusters Score -205645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -205650.265625 Penalty: 746.026123
	Iteration 20F: 3 clusters Score -205650.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -205651.937500 Penalty: 746.026123
	Iteration 21Q: 3 clusters Score -205651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -205654.265625 Penalty: 746.026123
	Iteration 22Q: 3 clusters Score -205654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -205655.671875 Penalty: 746.026123
	Iteration 23Q: 3 clusters Score -205655.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -205658.312500 Penalty: 746.026123
	Iteration 24Q: 3 clusters Score -205658.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -205660.296875 Penalty: 746.026123
	Iteration 25Q: 3 clusters Score -205660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -205661.859375 Penalty: 746.026123
	Iteration 26Q: 3 clusters Score -205661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -205664.984375 Penalty: 746.026123
	Iteration 27Q: 3 clusters Score -205665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -205667.375000 Penalty: 746.026123
	Iteration 28Q: 3 clusters Score -205667.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -205669.531250 Penalty: 746.026123
	Iteration 29Q: 3 clusters Score -205669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -205670.125000 Penalty: 746.026123
	Iteration 30Q: 3 clusters Score -205670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -205670.343750 Penalty: 746.026123
	Iteration 31Q: 3 clusters Score -205670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -205671.343750 Penalty: 746.026123
	Iteration 32Q: 3 clusters Score -205671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -205671.343750 Penalty: 746.026123
	Iteration 33Q: 3 clusters Score -205671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -205671.625000 Penalty: 746.026123
	Iteration 34Q: 3 clusters Score -205671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -205671.671875 Penalty: 746.026123
	Iteration 35Q: 3 clusters Score -205671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -205671.734375 Penalty: 746.026123
	Iteration 36Q: 3 clusters Score -205671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -205672.281250 Penalty: 746.026123
	Iteration 37Q: 3 clusters Score -205672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -205672.796875 Penalty: 746.026123
	Iteration 38Q: 3 clusters Score -205672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -205673.218750 Penalty: 746.026123
	Iteration 39Q: 3 clusters Score -205673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -205673.171875 Penalty: 746.026123
	Iteration 40F: 3 clusters Score -205673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -205673.203125 Penalty: 746.026123
	Iteration 41Q: 3 clusters Score -205673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -205673.203125 Penalty: 746.026123
	Iteration 42F: 3 clusters Score -205673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -126675.578125 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -126675.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -125140.179688 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -125140.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -125637.296875 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -125637.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -125713.093750 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -125713.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -125778.882812 Penalty: 696.726685
	Iteration 3F: 3 clusters Score -125778.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125851.734375 Penalty: 696.726685
	Iteration 4F: 3 clusters Score -125851.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125927.203125 Penalty: 696.726685
	Iteration 5F: 3 clusters Score -125927.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125990.742188 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -125990.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -126075.625000 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -126075.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -126149.882812 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -126149.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -126209.710938 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -126209.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -126258.906250 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -126258.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -126288.351562 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -126288.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -126311.125000 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -126311.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -126329.609375 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -126329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -126344.710938 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -126344.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -126353.812500 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -126353.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -126357.648438 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -126357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -126359.640625 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -126359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -126360.609375 Penalty: 696.726685
	Iteration 18Q: 3 clusters Score -126360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -126361.710938 Penalty: 696.726685
	Iteration 19Q: 3 clusters Score -126361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -126362.218750 Penalty: 696.726685
	Iteration 20F: 3 clusters Score -126362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -110904.578125 Penalty: 339.504639
	Iteration 0F: 2 clusters Score -110904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109645.843750 Penalty: 679.009277
	Iteration 0F: 3 clusters Score -109645.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110097.429688 Penalty: 679.009277
	Iteration 1F: 3 clusters Score -110097.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -110198.695312 Penalty: 679.009277
	Iteration 2F: 3 clusters Score -110198.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -110321.664062 Penalty: 679.009277
	Iteration 3F: 3 clusters Score -110321.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -110430.179688 Penalty: 679.009277
	Iteration 4F: 3 clusters Score -110430.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110523.679688 Penalty: 679.009277
	Iteration 5F: 3 clusters Score -110523.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110608.851562 Penalty: 679.009277
	Iteration 6F: 3 clusters Score -110608.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110654.257812 Penalty: 679.009277
	Iteration 7Q: 3 clusters Score -110654.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110680.289062 Penalty: 679.009277
	Iteration 8Q: 3 clusters Score -110680.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110707.273438 Penalty: 679.009277
	Iteration 9Q: 3 clusters Score -110707.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110729.968750 Penalty: 679.009277
	Iteration 10Q: 3 clusters Score -110730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110745.734375 Penalty: 679.009277
	Iteration 11Q: 3 clusters Score -110745.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110755.453125 Penalty: 679.009277
	Iteration 12Q: 3 clusters Score -110755.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110761.109375 Penalty: 679.009277
	Iteration 13Q: 3 clusters Score -110761.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110767.148438 Penalty: 679.009277
	Iteration 14Q: 3 clusters Score -110767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110769.703125 Penalty: 679.009277
	Iteration 15Q: 3 clusters Score -110769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110770.257812 Penalty: 679.009277
	Iteration 16Q: 3 clusters Score -110770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110771.914062 Penalty: 679.009277
	Iteration 17Q: 3 clusters Score -110771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110772.375000 Penalty: 679.009277
	Iteration 18Q: 3 clusters Score -110772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110772.765625 Penalty: 679.009277
	Iteration 19Q: 3 clusters Score -110772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -110772.921875 Penalty: 679.009277
	Iteration 20F: 3 clusters Score -110772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -110773.539062 Penalty: 679.009277
	Iteration 21Q: 3 clusters Score -110773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110774.968750 Penalty: 679.009277
	Iteration 22Q: 3 clusters Score -110775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110775.828125 Penalty: 679.009277
	Iteration 23Q: 3 clusters Score -110775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110775.828125 Penalty: 679.009277
	Iteration 24F: 3 clusters Score -110775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -30957.419922 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -30957.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30430.699219 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -30430.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30569.693359 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -30569.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30629.328125 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -30629.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30688.105469 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -30688.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30731.390625 Penalty: 575.353394
	Iteration 4F: 3 clusters Score -30731.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30757.654297 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -30757.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30775.111328 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -30775.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30789.669922 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -30789.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30797.765625 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -30797.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30805.755859 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -30805.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30811.779297 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -30811.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30815.052734 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -30815.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30816.138672 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -30816.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30817.076172 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -30817.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30818.255859 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -30818.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30820.183594 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -30820.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30821.808594 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -30821.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30823.904297 Penalty: 575.353394
	Iteration 17Q: 3 clusters Score -30823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30824.953125 Penalty: 575.353394
	Iteration 18Q: 3 clusters Score -30824.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30825.542969 Penalty: 575.353394
	Iteration 19Q: 3 clusters Score -30825.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30825.542969 Penalty: 575.353394
	Iteration 20F: 3 clusters Score -30825.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -66301.656250 Penalty: 320.582825
	Iteration 0F: 2 clusters Score -66301.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -65428.292969 Penalty: 641.165649
	Iteration 0F: 3 clusters Score -65428.29 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -65699.500000 Penalty: 641.165649
	Iteration 1F: 3 clusters Score -65699.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65742.132812 Penalty: 641.165649
	Iteration 2F: 3 clusters Score -65742.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65769.789062 Penalty: 641.165649
	Iteration 3F: 3 clusters Score -65769.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -65795.328125 Penalty: 641.165649
	Iteration 4Q: 3 clusters Score -65795.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65813.242188 Penalty: 641.165649
	Iteration 5Q: 3 clusters Score -65813.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -65834.468750 Penalty: 641.165649
	Iteration 6Q: 3 clusters Score -65834.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -65857.281250 Penalty: 641.165649
	Iteration 7Q: 3 clusters Score -65857.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -65875.398438 Penalty: 641.165649
	Iteration 8Q: 3 clusters Score -65875.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -65894.726562 Penalty: 641.165649
	Iteration 9Q: 3 clusters Score -65894.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -65917.171875 Penalty: 641.165649
	Iteration 10Q: 3 clusters Score -65917.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -65943.921875 Penalty: 641.165649
	Iteration 11Q: 3 clusters Score -65943.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -65975.375000 Penalty: 641.165649
	Iteration 12Q: 3 clusters Score -65975.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -66007.593750 Penalty: 641.165649
	Iteration 13Q: 3 clusters Score -66007.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -66038.171875 Penalty: 641.165649
	Iteration 14Q: 3 clusters Score -66038.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -66063.617188 Penalty: 641.165649
	Iteration 15Q: 3 clusters Score -66063.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -66081.320312 Penalty: 641.165649
	Iteration 16Q: 3 clusters Score -66081.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -66092.109375 Penalty: 641.165649
	Iteration 17Q: 3 clusters Score -66092.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -66094.320312 Penalty: 641.165649
	Iteration 18Q: 3 clusters Score -66094.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -66100.375000 Penalty: 641.165649
	Iteration 19Q: 3 clusters Score -66100.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -66103.750000 Penalty: 641.165649
	Iteration 20F: 3 clusters Score -66103.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -66103.945312 Penalty: 641.165649
	Iteration 21Q: 3 clusters Score -66103.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -66103.945312 Penalty: 641.165649
	Iteration 22F: 3 clusters Score -66103.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -124416.460938 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -124416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -122954.140625 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -122954.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -123447.765625 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -123447.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -123513.984375 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -123514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -123547.171875 Penalty: 691.545532
	Iteration 3Q: 3 clusters Score -123547.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -123584.750000 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -123584.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -123623.250000 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -123623.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -123675.531250 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -123675.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123725.234375 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -123725.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -123773.578125 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -123773.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123812.031250 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -123812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123870.210938 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -123870.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123912.414062 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -123912.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123956.882812 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -123956.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -123986.125000 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -123986.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123995.093750 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -123995.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123999.320312 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -123999.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -124002.703125 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -124002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -124006.484375 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -124006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124009.101562 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -124009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -124013.437500 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -124013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124016.070312 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -124016.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124020.390625 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -124020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124022.968750 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -124023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124023.531250 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -124023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124024.648438 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -124024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124025.820312 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -124025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124026.476562 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -124026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124027.648438 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -124027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124029.203125 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -124029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124030.695312 Penalty: 691.545532
	Iteration 29Q: 3 clusters Score -124030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -124031.742188 Penalty: 691.545532
	Iteration 30Q: 3 clusters Score -124031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124032.164062 Penalty: 691.545532
	Iteration 31Q: 3 clusters Score -124032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -124032.593750 Penalty: 691.545532
	Iteration 32Q: 3 clusters Score -124032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124033.015625 Penalty: 691.545532
	Iteration 33Q: 3 clusters Score -124033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -124033.781250 Penalty: 691.545532
	Iteration 34Q: 3 clusters Score -124033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124035.617188 Penalty: 691.545532
	Iteration 35Q: 3 clusters Score -124035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124036.632812 Penalty: 691.545532
	Iteration 36Q: 3 clusters Score -124036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124039.679688 Penalty: 691.545532
	Iteration 37Q: 3 clusters Score -124039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124042.531250 Penalty: 691.545532
	Iteration 38Q: 3 clusters Score -124042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -124044.031250 Penalty: 691.545532
	Iteration 39Q: 3 clusters Score -124044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -124045.539062 Penalty: 691.545532
	Iteration 40F: 3 clusters Score -124045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124045.695312 Penalty: 691.545532
	Iteration 41Q: 3 clusters Score -124045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124046.312500 Penalty: 691.545532
	Iteration 42Q: 3 clusters Score -124046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -124046.500000 Penalty: 691.545532
	Iteration 43Q: 3 clusters Score -124046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124046.937500 Penalty: 691.545532
	Iteration 44Q: 3 clusters Score -124046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124046.937500 Penalty: 691.545532
	Iteration 45F: 3 clusters Score -124046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Entering Unmasked Estep 
Score: -1196646.000000 Penalty: 449.617462
	Iteration 0F: 2 clusters Score -1196646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1183511.500000 Penalty: 899.234924
	Iteration 0F: 3 clusters Score -1183512 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1189077.000000 Penalty: 899.234924
	Iteration 1F: 3 clusters Score -1189077 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1189700.625000 Penalty: 899.234924
	Iteration 2F: 3 clusters Score -1189701 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1190778.375000 Penalty: 899.234924
	Iteration 3F: 3 clusters Score -1190778 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1192392.875000 Penalty: 899.234924
	Iteration 4F: 3 clusters Score -1192393 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1194234.375000 Penalty: 899.234924
	Iteration 5F: 3 clusters Score -1194234 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1195430.000000 Penalty: 899.234924
	Iteration 6F: 3 clusters Score -1195430 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1195961.250000 Penalty: 899.234924
	Iteration 7Q: 3 clusters Score -1195961 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1196141.875000 Penalty: 899.234924
	Iteration 8Q: 3 clusters Score -1196142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1196197.125000 Penalty: 899.234924
	Iteration 9Q: 3 clusters Score -1196197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1196231.875000 Penalty: 899.234924
	Iteration 10Q: 3 clusters Score -1196232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1196248.000000 Penalty: 899.234924
	Iteration 11Q: 3 clusters Score -1196248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1196258.750000 Penalty: 899.234924
	Iteration 12Q: 3 clusters Score -1196259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1196264.750000 Penalty: 899.234924
	Iteration 13Q: 3 clusters Score -1196265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1196267.500000 Penalty: 899.234924
	Iteration 14Q: 3 clusters Score -1196268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1196270.500000 Penalty: 899.234924
	Iteration 15Q: 3 clusters Score -1196270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1196275.500000 Penalty: 899.234924
	Iteration 16Q: 3 clusters Score -1196276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -1196276.500000 Penalty: 899.234924
	Iteration 17Q: 3 clusters Score -1196276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -1196276.500000 Penalty: 899.234924
	Iteration 18F: 3 clusters Score -1196276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Entering Unmasked Estep 
Score: -2545463.250000 Penalty: 480.616516
	Iteration 0F: 2 clusters Score -2545463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2520283.750000 Penalty: 961.233032
	Iteration 0F: 3 clusters Score -2520284 nChanged 18670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2532218.000000 Penalty: 961.233032
	Iteration 1F: 3 clusters Score -2532218 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2533382.500000 Penalty: 961.233032
	Iteration 2F: 3 clusters Score -2533382 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2535169.000000 Penalty: 961.233032
	Iteration 3F: 3 clusters Score -2535169 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -2537426.000000 Penalty: 961.233032
	Iteration 4F: 3 clusters Score -2537426 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -2539338.750000 Penalty: 961.233032
	Iteration 5F: 3 clusters Score -2539339 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2540226.750000 Penalty: 961.233032
	Iteration 6Q: 3 clusters Score -2540227 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -2540523.000000 Penalty: 961.233032
	Iteration 7Q: 3 clusters Score -2540523 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -2540625.000000 Penalty: 961.233032
	Iteration 8Q: 3 clusters Score -2540625 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2540690.000000 Penalty: 961.233032
	Iteration 9Q: 3 clusters Score -2540690 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2540758.000000 Penalty: 961.233032
	Iteration 10Q: 3 clusters Score -2540758 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -2540826.250000 Penalty: 961.233032
	Iteration 11Q: 3 clusters Score -2540826 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2540869.750000 Penalty: 961.233032
	Iteration 12Q: 3 clusters Score -2540870 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2540920.000000 Penalty: 961.233032
	Iteration 13Q: 3 clusters Score -2540920 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -2540972.750000 Penalty: 961.233032
	Iteration 14Q: 3 clusters Score -2540973 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2541014.250000 Penalty: 961.233032
	Iteration 15Q: 3 clusters Score -2541014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -2541085.250000 Penalty: 961.233032
	Iteration 16Q: 3 clusters Score -2541085 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -2541142.750000 Penalty: 961.233032
	Iteration 17Q: 3 clusters Score -2541143 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -2541184.500000 Penalty: 961.233032
	Iteration 18Q: 3 clusters Score -2541184 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -2541232.750000 Penalty: 961.233032
	Iteration 19Q: 3 clusters Score -2541233 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -2541285.250000 Penalty: 961.233032
	Iteration 20F: 3 clusters Score -2541285 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -2541349.000000 Penalty: 961.233032
	Iteration 21Q: 3 clusters Score -2541349 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -2541411.000000 Penalty: 961.233032
	Iteration 22Q: 3 clusters Score -2541411 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -2541462.250000 Penalty: 961.233032
	Iteration 23Q: 3 clusters Score -2541462 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -2541536.000000 Penalty: 961.233032
	Iteration 24Q: 3 clusters Score -2541536 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -2541619.500000 Penalty: 961.233032
	Iteration 25Q: 3 clusters Score -2541620 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -2541697.500000 Penalty: 961.233032
	Iteration 26Q: 3 clusters Score -2541698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -2541754.500000 Penalty: 961.233032
	Iteration 27Q: 3 clusters Score -2541754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -2541820.000000 Penalty: 961.233032
	Iteration 28Q: 3 clusters Score -2541820 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -2541877.750000 Penalty: 961.233032
	Iteration 29Q: 3 clusters Score -2541878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -2541939.500000 Penalty: 961.233032
	Iteration 30Q: 3 clusters Score -2541940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -2542017.500000 Penalty: 961.233032
	Iteration 31Q: 3 clusters Score -2542018 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -2542087.750000 Penalty: 961.233032
	Iteration 32Q: 3 clusters Score -2542088 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -2542142.750000 Penalty: 961.233032
	Iteration 33Q: 3 clusters Score -2542143 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -2542211.500000 Penalty: 961.233032
	Iteration 34Q: 3 clusters Score -2542212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -2542291.000000 Penalty: 961.233032
	Iteration 35Q: 3 clusters Score -2542291 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -2542374.750000 Penalty: 961.233032
	Iteration 36Q: 3 clusters Score -2542375 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2542485.000000 Penalty: 961.233032
	Iteration 37Q: 3 clusters Score -2542485 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -2542589.750000 Penalty: 961.233032
	Iteration 38Q: 3 clusters Score -2542590 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -2542711.000000 Penalty: 961.233032
	Iteration 39Q: 3 clusters Score -2542711 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -2542852.250000 Penalty: 961.233032
	Iteration 40F: 3 clusters Score -2542852 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -2542999.500000 Penalty: 961.233032
	Iteration 41Q: 3 clusters Score -2543000 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -2543111.000000 Penalty: 961.233032
	Iteration 42Q: 3 clusters Score -2543111 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -2543241.000000 Penalty: 961.233032
	Iteration 43Q: 3 clusters Score -2543241 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -2543379.500000 Penalty: 961.233032
	Iteration 44Q: 3 clusters Score -2543380 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -2543529.750000 Penalty: 961.233032
	Iteration 45Q: 3 clusters Score -2543530 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -2543679.750000 Penalty: 961.233032
	Iteration 46Q: 3 clusters Score -2543680 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -2543832.250000 Penalty: 961.233032
	Iteration 47Q: 3 clusters Score -2543832 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2543977.750000 Penalty: 961.233032
	Iteration 48Q: 3 clusters Score -2543978 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2544137.500000 Penalty: 961.233032
	Iteration 49Q: 3 clusters Score -2544138 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -2544304.250000 Penalty: 961.233032
	Iteration 50Q: 3 clusters Score -2544304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -2544446.500000 Penalty: 961.233032
	Iteration 51Q: 3 clusters Score -2544446 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -2544550.500000 Penalty: 961.233032
	Iteration 52Q: 3 clusters Score -2544550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -2544640.750000 Penalty: 961.233032
	Iteration 53Q: 3 clusters Score -2544641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -2544722.500000 Penalty: 961.233032
	Iteration 54Q: 3 clusters Score -2544722 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -2544791.750000 Penalty: 961.233032
	Iteration 55Q: 3 clusters Score -2544792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -2544865.500000 Penalty: 961.233032
	Iteration 56Q: 3 clusters Score -2544866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -2544924.750000 Penalty: 961.233032
	Iteration 57Q: 3 clusters Score -2544925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -2544972.000000 Penalty: 961.233032
	Iteration 58Q: 3 clusters Score -2544972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -2545016.750000 Penalty: 961.233032
	Iteration 59Q: 3 clusters Score -2545017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -2545049.250000 Penalty: 961.233032
	Iteration 60F: 3 clusters Score -2545049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -2545086.000000 Penalty: 961.233032
	Iteration 61Q: 3 clusters Score -2545086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -2545106.250000 Penalty: 961.233032
	Iteration 62Q: 3 clusters Score -2545106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -2545123.500000 Penalty: 961.233032
	Iteration 63Q: 3 clusters Score -2545124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -2545146.750000 Penalty: 961.233032
	Iteration 64Q: 3 clusters Score -2545147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -2545157.500000 Penalty: 961.233032
	Iteration 65Q: 3 clusters Score -2545158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -2545164.750000 Penalty: 961.233032
	Iteration 66Q: 3 clusters Score -2545165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -2545165.250000 Penalty: 961.233032
	Iteration 67Q: 3 clusters Score -2545165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -2545178.000000 Penalty: 961.233032
	Iteration 68Q: 3 clusters Score -2545178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -2545183.750000 Penalty: 961.233032
	Iteration 69Q: 3 clusters Score -2545184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -2545185.500000 Penalty: 961.233032
	Iteration 70Q: 3 clusters Score -2545186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -2545188.750000 Penalty: 961.233032
	Iteration 71Q: 3 clusters Score -2545189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -2545188.500000 Penalty: 961.233032
	Iteration 72Q: 3 clusters Score -2545188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -2545192.500000 Penalty: 961.233032
	Iteration 73Q: 3 clusters Score -2545192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -2545196.250000 Penalty: 961.233032
	Iteration 74Q: 3 clusters Score -2545196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -2545200.000000 Penalty: 961.233032
	Iteration 75Q: 3 clusters Score -2545200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -2545202.250000 Penalty: 961.233032
	Iteration 76Q: 3 clusters Score -2545202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -2545204.500000 Penalty: 961.233032
	Iteration 77Q: 3 clusters Score -2545204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -2545200.250000 Penalty: 961.233032
	Iteration 78Q: 3 clusters Score -2545200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -2545203.000000 Penalty: 961.233032
	Iteration 79Q: 3 clusters Score -2545203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -2545204.000000 Penalty: 961.233032
	Iteration 80F: 3 clusters Score -2545204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -2545202.250000 Penalty: 961.233032
	Iteration 81Q: 3 clusters Score -2545202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -2545201.750000 Penalty: 961.233032
	Iteration 82Q: 3 clusters Score -2545202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -2545205.750000 Penalty: 961.233032
	Iteration 83Q: 3 clusters Score -2545206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -2545208.500000 Penalty: 961.233032
	Iteration 84Q: 3 clusters Score -2545208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -2545210.750000 Penalty: 961.233032
	Iteration 85Q: 3 clusters Score -2545211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -2545209.500000 Penalty: 961.233032
	Iteration 86Q: 3 clusters Score -2545210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2545212.500000 Penalty: 961.233032
	Iteration 87Q: 3 clusters Score -2545212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -2545212.000000 Penalty: 961.233032
	Iteration 88Q: 3 clusters Score -2545212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -2545212.250000 Penalty: 961.233032
	Iteration 89Q: 3 clusters Score -2545212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -2545212.000000 Penalty: 961.233032
	Iteration 90Q: 3 clusters Score -2545212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2545211.750000 Penalty: 961.233032
	Iteration 91Q: 3 clusters Score -2545212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2545211.750000 Penalty: 961.233032
	Iteration 92F: 3 clusters Score -2545212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -251928.921875 Penalty: 376.668488
	Iteration 0F: 2 clusters Score -251928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -249239.953125 Penalty: 753.336975
	Iteration 0F: 3 clusters Score -249240 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250241.593750 Penalty: 753.336975
	Iteration 1F: 3 clusters Score -250241.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -250374.671875 Penalty: 753.336975
	Iteration 2F: 3 clusters Score -250374.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -250525.125000 Penalty: 753.336975
	Iteration 3F: 3 clusters Score -250525.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250690.750000 Penalty: 753.336975
	Iteration 4F: 3 clusters Score -250690.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250863.656250 Penalty: 753.336975
	Iteration 5F: 3 clusters Score -250863.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251013.468750 Penalty: 753.336975
	Iteration 6Q: 3 clusters Score -251013.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -251166.484375 Penalty: 753.336975
	Iteration 7Q: 3 clusters Score -251166.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -251290.890625 Penalty: 753.336975
	Iteration 8Q: 3 clusters Score -251290.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -251359.578125 Penalty: 753.336975
	Iteration 9Q: 3 clusters Score -251359.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -251411.546875 Penalty: 753.336975
	Iteration 10Q: 3 clusters Score -251411.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -251450.218750 Penalty: 753.336975
	Iteration 11Q: 3 clusters Score -251450.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -251481.296875 Penalty: 753.336975
	Iteration 12Q: 3 clusters Score -251481.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -251498.375000 Penalty: 753.336975
	Iteration 13Q: 3 clusters Score -251498.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -251511.125000 Penalty: 753.336975
	Iteration 14Q: 3 clusters Score -251511.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -251524.921875 Penalty: 753.336975
	Iteration 15Q: 3 clusters Score -251524.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -251538.906250 Penalty: 753.336975
	Iteration 16Q: 3 clusters Score -251538.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -251552.406250 Penalty: 753.336975
	Iteration 17Q: 3 clusters Score -251552.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -251561.781250 Penalty: 753.336975
	Iteration 18Q: 3 clusters Score -251561.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -251573.093750 Penalty: 753.336975
	Iteration 19Q: 3 clusters Score -251573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -251584.750000 Penalty: 753.336975
	Iteration 20F: 3 clusters Score -251584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -251593.562500 Penalty: 753.336975
	Iteration 21Q: 3 clusters Score -251593.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -251601.656250 Penalty: 753.336975
	Iteration 22Q: 3 clusters Score -251601.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -251608.765625 Penalty: 753.336975
	Iteration 23Q: 3 clusters Score -251608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -251612.234375 Penalty: 753.336975
	Iteration 24Q: 3 clusters Score -251612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -251615.578125 Penalty: 753.336975
	Iteration 25Q: 3 clusters Score -251615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -251616.671875 Penalty: 753.336975
	Iteration 26Q: 3 clusters Score -251616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -251616.984375 Penalty: 753.336975
	Iteration 27Q: 3 clusters Score -251617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -251616.984375 Penalty: 753.336975
	Iteration 28F: 3 clusters Score -251617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -47826.261719 Penalty: 311.049805
	Iteration 0F: 2 clusters Score -47826.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47053.234375 Penalty: 622.099609
	Iteration 0F: 3 clusters Score -47053.23 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -47330.765625 Penalty: 622.099609
	Iteration 1F: 3 clusters Score -47330.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47389.589844 Penalty: 622.099609
	Iteration 2F: 3 clusters Score -47389.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47417.023438 Penalty: 622.099609
	Iteration 3Q: 3 clusters Score -47417.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47454.359375 Penalty: 622.099609
	Iteration 4Q: 3 clusters Score -47454.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47492.625000 Penalty: 622.099609
	Iteration 5Q: 3 clusters Score -47492.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -47529.121094 Penalty: 622.099609
	Iteration 6Q: 3 clusters Score -47529.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -47560.507812 Penalty: 622.099609
	Iteration 7Q: 3 clusters Score -47560.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47602.839844 Penalty: 622.099609
	Iteration 8Q: 3 clusters Score -47602.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -47638.250000 Penalty: 622.099609
	Iteration 9Q: 3 clusters Score -47638.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -47668.175781 Penalty: 622.099609
	Iteration 10Q: 3 clusters Score -47668.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -47688.289062 Penalty: 622.099609
	Iteration 11Q: 3 clusters Score -47688.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -47704.589844 Penalty: 622.099609
	Iteration 12Q: 3 clusters Score -47704.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -47715.863281 Penalty: 622.099609
	Iteration 13Q: 3 clusters Score -47715.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47719.804688 Penalty: 622.099609
	Iteration 14Q: 3 clusters Score -47719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -47724.011719 Penalty: 622.099609
	Iteration 15Q: 3 clusters Score -47724.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -47729.460938 Penalty: 622.099609
	Iteration 16Q: 3 clusters Score -47729.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47735.757812 Penalty: 622.099609
	Iteration 17Q: 3 clusters Score -47735.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -47738.898438 Penalty: 622.099609
	Iteration 18Q: 3 clusters Score -47738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47739.355469 Penalty: 622.099609
	Iteration 19Q: 3 clusters Score -47739.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -47740.246094 Penalty: 622.099609
	Iteration 20F: 3 clusters Score -47740.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -195972.375000 Penalty: 370.211578
	Iteration 0F: 2 clusters Score -195972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -193577.500000 Penalty: 740.423157
	Iteration 0F: 3 clusters Score -193577.5 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -194396.843750 Penalty: 740.423157
	Iteration 1F: 3 clusters Score -194396.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -194516.828125 Penalty: 740.423157
	Iteration 2F: 3 clusters Score -194516.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -194677.421875 Penalty: 740.423157
	Iteration 3F: 3 clusters Score -194677.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -194831.234375 Penalty: 740.423157
	Iteration 4F: 3 clusters Score -194831.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -194993.828125 Penalty: 740.423157
	Iteration 5F: 3 clusters Score -194993.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -195146.875000 Penalty: 740.423157
	Iteration 6F: 3 clusters Score -195146.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -195265.250000 Penalty: 740.423157
	Iteration 7Q: 3 clusters Score -195265.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -195338.265625 Penalty: 740.423157
	Iteration 8Q: 3 clusters Score -195338.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -195380.640625 Penalty: 740.423157
	Iteration 9Q: 3 clusters Score -195380.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -195403.859375 Penalty: 740.423157
	Iteration 10Q: 3 clusters Score -195403.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -195420.187500 Penalty: 740.423157
	Iteration 11Q: 3 clusters Score -195420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -195431.515625 Penalty: 740.423157
	Iteration 12Q: 3 clusters Score -195431.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -195442.015625 Penalty: 740.423157
	Iteration 13Q: 3 clusters Score -195442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -195450.781250 Penalty: 740.423157
	Iteration 14Q: 3 clusters Score -195450.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -195460.218750 Penalty: 740.423157
	Iteration 15Q: 3 clusters Score -195460.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -195470.000000 Penalty: 740.423157
	Iteration 16Q: 3 clusters Score -195470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -195477.656250 Penalty: 740.423157
	Iteration 17Q: 3 clusters Score -195477.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -195484.328125 Penalty: 740.423157
	Iteration 18Q: 3 clusters Score -195484.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -195493.859375 Penalty: 740.423157
	Iteration 19Q: 3 clusters Score -195493.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -195506.046875 Penalty: 740.423157
	Iteration 20F: 3 clusters Score -195506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -195524.781250 Penalty: 740.423157
	Iteration 21Q: 3 clusters Score -195524.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -195556.359375 Penalty: 740.423157
	Iteration 22Q: 3 clusters Score -195556.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -195585.968750 Penalty: 740.423157
	Iteration 23Q: 3 clusters Score -195586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -195610.046875 Penalty: 740.423157
	Iteration 24Q: 3 clusters Score -195610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -195626.890625 Penalty: 740.423157
	Iteration 25Q: 3 clusters Score -195626.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -195638.171875 Penalty: 740.423157
	Iteration 26Q: 3 clusters Score -195638.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -195647.390625 Penalty: 740.423157
	Iteration 27Q: 3 clusters Score -195647.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -195657.671875 Penalty: 740.423157
	Iteration 28Q: 3 clusters Score -195657.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -195665.250000 Penalty: 740.423157
	Iteration 29Q: 3 clusters Score -195665.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -195676.031250 Penalty: 740.423157
	Iteration 30Q: 3 clusters Score -195676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -195686.125000 Penalty: 740.423157
	Iteration 31Q: 3 clusters Score -195686.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -195700.234375 Penalty: 740.423157
	Iteration 32Q: 3 clusters Score -195700.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -195711.281250 Penalty: 740.423157
	Iteration 33Q: 3 clusters Score -195711.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -195721.671875 Penalty: 740.423157
	Iteration 34Q: 3 clusters Score -195721.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -195726.625000 Penalty: 740.423157
	Iteration 35Q: 3 clusters Score -195726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -195730.906250 Penalty: 740.423157
	Iteration 36Q: 3 clusters Score -195730.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -195734.687500 Penalty: 740.423157
	Iteration 37Q: 3 clusters Score -195734.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -195737.156250 Penalty: 740.423157
	Iteration 38Q: 3 clusters Score -195737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -195738.875000 Penalty: 740.423157
	Iteration 39Q: 3 clusters Score -195738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -195740.765625 Penalty: 740.423157
	Iteration 40F: 3 clusters Score -195740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -195743.656250 Penalty: 740.423157
	Iteration 41Q: 3 clusters Score -195743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -195745.593750 Penalty: 740.423157
	Iteration 42Q: 3 clusters Score -195745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -195746.609375 Penalty: 740.423157
	Iteration 43Q: 3 clusters Score -195746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -195747.046875 Penalty: 740.423157
	Iteration 44Q: 3 clusters Score -195747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -195747.421875 Penalty: 740.423157
	Iteration 45Q: 3 clusters Score -195747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -195748.484375 Penalty: 740.423157
	Iteration 46Q: 3 clusters Score -195748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -195749.671875 Penalty: 740.423157
	Iteration 47Q: 3 clusters Score -195749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -195751.234375 Penalty: 740.423157
	Iteration 48Q: 3 clusters Score -195751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -195751.484375 Penalty: 740.423157
	Iteration 49Q: 3 clusters Score -195751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -195751.406250 Penalty: 740.423157
	Iteration 50Q: 3 clusters Score -195751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -195751.562500 Penalty: 740.423157
	Iteration 51Q: 3 clusters Score -195751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -195751.578125 Penalty: 740.423157
	Iteration 52Q: 3 clusters Score -195751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -195751.578125 Penalty: 740.423157
	Iteration 53F: 3 clusters Score -195751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (73894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Entering Unmasked Estep 
Score: -4714580.000000 Penalty: 510.072632
	Iteration 0F: 2 clusters Score -4714580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4664930.000000 Penalty: 1020.145264
	Iteration 0F: 3 clusters Score -4664930 nChanged 35831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -4686713.500000 Penalty: 1020.145264
	Iteration 1F: 3 clusters Score -4686714 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -4688768.000000 Penalty: 1020.145264
	Iteration 2F: 3 clusters Score -4688768 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -4692138.000000 Penalty: 1020.145264
	Iteration 3F: 3 clusters Score -4692138 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -4696786.000000 Penalty: 1020.145264
	Iteration 4F: 3 clusters Score -4696786 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -4701034.000000 Penalty: 1020.145264
	Iteration 5F: 3 clusters Score -4701034 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -4703854.000000 Penalty: 1020.145264
	Iteration 6F: 3 clusters Score -4703854 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -4705381.500000 Penalty: 1020.145264
	Iteration 7Q: 3 clusters Score -4705382 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -4706427.500000 Penalty: 1020.145264
	Iteration 8Q: 3 clusters Score -4706428 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -4707273.000000 Penalty: 1020.145264
	Iteration 9Q: 3 clusters Score -4707273 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -4708175.500000 Penalty: 1020.145264
	Iteration 10Q: 3 clusters Score -4708176 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -4709053.500000 Penalty: 1020.145264
	Iteration 11Q: 3 clusters Score -4709054 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -4709944.000000 Penalty: 1020.145264
	Iteration 12Q: 3 clusters Score -4709944 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -4710861.500000 Penalty: 1020.145264
	Iteration 13Q: 3 clusters Score -4710862 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -4711617.000000 Penalty: 1020.145264
	Iteration 14Q: 3 clusters Score -4711617 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -4712332.500000 Penalty: 1020.145264
	Iteration 15Q: 3 clusters Score -4712332 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -4712915.000000 Penalty: 1020.145264
	Iteration 16Q: 3 clusters Score -4712915 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -4713311.500000 Penalty: 1020.145264
	Iteration 17Q: 3 clusters Score -4713312 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -4713647.000000 Penalty: 1020.145264
	Iteration 18Q: 3 clusters Score -4713647 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -4713879.500000 Penalty: 1020.145264
	Iteration 19Q: 3 clusters Score -4713880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -4713995.000000 Penalty: 1020.145264
	Iteration 20F: 3 clusters Score -4713995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -4714047.000000 Penalty: 1020.145264
	Iteration 21Q: 3 clusters Score -4714047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -4714077.000000 Penalty: 1020.145264
	Iteration 22Q: 3 clusters Score -4714077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -4714090.500000 Penalty: 1020.145264
	Iteration 23Q: 3 clusters Score -4714090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -4714094.500000 Penalty: 1020.145264
	Iteration 24Q: 3 clusters Score -4714094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -4714100.500000 Penalty: 1020.145264
	Iteration 25Q: 3 clusters Score -4714100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -4714107.000000 Penalty: 1020.145264
	Iteration 26Q: 3 clusters Score -4714107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -4714109.000000 Penalty: 1020.145264
	Iteration 27Q: 3 clusters Score -4714109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -4714109.000000 Penalty: 1020.145264
	Iteration 28F: 3 clusters Score -4714109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Entering Unmasked Estep 
Score: -1560322.625000 Penalty: 458.928955
	Iteration 0F: 2 clusters Score -1560323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1544379.250000 Penalty: 917.857910
	Iteration 0F: 3 clusters Score -1544379 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1551917.500000 Penalty: 917.857910
	Iteration 1F: 3 clusters Score -1551918 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1553054.875000 Penalty: 917.857910
	Iteration 2F: 3 clusters Score -1553055 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1554593.000000 Penalty: 917.857910
	Iteration 3F: 3 clusters Score -1554593 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1556471.625000 Penalty: 917.857910
	Iteration 4F: 3 clusters Score -1556472 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1558190.375000 Penalty: 917.857910
	Iteration 5F: 3 clusters Score -1558190 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1559271.750000 Penalty: 917.857910
	Iteration 6Q: 3 clusters Score -1559272 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1559796.375000 Penalty: 917.857910
	Iteration 7Q: 3 clusters Score -1559796 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1560091.000000 Penalty: 917.857910
	Iteration 8Q: 3 clusters Score -1560091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1560141.000000 Penalty: 917.857910
	Iteration 9Q: 3 clusters Score -1560141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1560164.250000 Penalty: 917.857910
	Iteration 10Q: 3 clusters Score -1560164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1560173.750000 Penalty: 917.857910
	Iteration 11Q: 3 clusters Score -1560174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1560184.125000 Penalty: 917.857910
	Iteration 12Q: 3 clusters Score -1560184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1560189.000000 Penalty: 917.857910
	Iteration 13Q: 3 clusters Score -1560189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1560190.125000 Penalty: 917.857910
	Iteration 14Q: 3 clusters Score -1560190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1560191.750000 Penalty: 917.857910
	Iteration 15Q: 3 clusters Score -1560192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1560191.750000 Penalty: 917.857910
	Iteration 16F: 3 clusters Score -1560192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Entering Unmasked Estep 
Score: -2332769.500000 Penalty: 478.794739
	Iteration 0F: 2 clusters Score -2332770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2307936.250000 Penalty: 957.589478
	Iteration 0F: 3 clusters Score -2307936 nChanged 17810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2318124.750000 Penalty: 957.589478
	Iteration 1F: 3 clusters Score -2318125 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2318404.000000 Penalty: 957.589478
	Iteration 2Q: 3 clusters Score -2318404 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2318661.000000 Penalty: 957.589478
	Iteration 3Q: 3 clusters Score -2318661 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2318991.000000 Penalty: 957.589478
	Iteration 4Q: 3 clusters Score -2318991 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2319381.000000 Penalty: 957.589478
	Iteration 5Q: 3 clusters Score -2319381 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2319960.500000 Penalty: 957.589478
	Iteration 6Q: 3 clusters Score -2319960 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2320923.750000 Penalty: 957.589478
	Iteration 7F: 3 clusters Score -2320924 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2322528.000000 Penalty: 957.589478
	Iteration 8F: 3 clusters Score -2322528 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -2324823.000000 Penalty: 957.589478
	Iteration 9F: 3 clusters Score -2324823 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -2327579.500000 Penalty: 957.589478
	Iteration 10F: 3 clusters Score -2327580 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -2330050.000000 Penalty: 957.589478
	Iteration 11F: 3 clusters Score -2330050 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -2331544.750000 Penalty: 957.589478
	Iteration 12Q: 3 clusters Score -2331545 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -2332095.000000 Penalty: 957.589478
	Iteration 13Q: 3 clusters Score -2332095 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -2332258.250000 Penalty: 957.589478
	Iteration 14Q: 3 clusters Score -2332258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -2332312.750000 Penalty: 957.589478
	Iteration 15Q: 3 clusters Score -2332313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -2332340.000000 Penalty: 957.589478
	Iteration 16Q: 3 clusters Score -2332340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -2332355.750000 Penalty: 957.589478
	Iteration 17Q: 3 clusters Score -2332356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -2332364.250000 Penalty: 957.589478
	Iteration 18Q: 3 clusters Score -2332364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -2332366.750000 Penalty: 957.589478
	Iteration 19Q: 3 clusters Score -2332367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -2332367.250000 Penalty: 957.589478
	Iteration 20F: 3 clusters Score -2332367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Entering Unmasked Estep 
Score: -564521.500000 Penalty: 416.158234
	Iteration 0F: 2 clusters Score -564521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -558254.250000 Penalty: 832.316467
	Iteration 0F: 3 clusters Score -558254.2 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -560985.500000 Penalty: 832.316467
	Iteration 1F: 3 clusters Score -560985.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -561344.750000 Penalty: 832.316467
	Iteration 2F: 3 clusters Score -561344.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -561822.875000 Penalty: 832.316467
	Iteration 3F: 3 clusters Score -561822.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -562353.312500 Penalty: 832.316467
	Iteration 4F: 3 clusters Score -562353.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -562811.375000 Penalty: 832.316467
	Iteration 5F: 3 clusters Score -562811.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -563062.125000 Penalty: 832.316467
	Iteration 6Q: 3 clusters Score -563062.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -563215.375000 Penalty: 832.316467
	Iteration 7Q: 3 clusters Score -563215.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -563332.687500 Penalty: 832.316467
	Iteration 8Q: 3 clusters Score -563332.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -563430.687500 Penalty: 832.316467
	Iteration 9Q: 3 clusters Score -563430.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -563551.812500 Penalty: 832.316467
	Iteration 10Q: 3 clusters Score -563551.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -563688.625000 Penalty: 832.316467
	Iteration 11Q: 3 clusters Score -563688.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -563838.062500 Penalty: 832.316467
	Iteration 12Q: 3 clusters Score -563838.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -563962.000000 Penalty: 832.316467
	Iteration 13Q: 3 clusters Score -563962 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -564076.125000 Penalty: 832.316467
	Iteration 14Q: 3 clusters Score -564076.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -564172.250000 Penalty: 832.316467
	Iteration 15Q: 3 clusters Score -564172.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -564231.750000 Penalty: 832.316467
	Iteration 16Q: 3 clusters Score -564231.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -564261.562500 Penalty: 832.316467
	Iteration 17Q: 3 clusters Score -564261.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -564276.500000 Penalty: 832.316467
	Iteration 18Q: 3 clusters Score -564276.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -564285.812500 Penalty: 832.316467
	Iteration 19Q: 3 clusters Score -564285.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -564299.812500 Penalty: 832.316467
	Iteration 20F: 3 clusters Score -564299.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -564304.937500 Penalty: 832.316467
	Iteration 21Q: 3 clusters Score -564304.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -564309.062500 Penalty: 832.316467
	Iteration 22Q: 3 clusters Score -564309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -564314.625000 Penalty: 832.316467
	Iteration 23Q: 3 clusters Score -564314.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -564315.937500 Penalty: 832.316467
	Iteration 24Q: 3 clusters Score -564315.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -564317.937500 Penalty: 832.316467
	Iteration 25Q: 3 clusters Score -564317.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -564319.187500 Penalty: 832.316467
	Iteration 26Q: 3 clusters Score -564319.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -564319.500000 Penalty: 832.316467
	Iteration 27Q: 3 clusters Score -564319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -564319.125000 Penalty: 832.316467
	Iteration 28Q: 3 clusters Score -564319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -564318.687500 Penalty: 832.316467
	Iteration 29Q: 3 clusters Score -564318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -564318.687500 Penalty: 832.316467
	Iteration 30F: 3 clusters Score -564318.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -211867.890625 Penalty: 371.974609
	Iteration 0F: 2 clusters Score -211867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -209416.218750 Penalty: 743.949219
	Iteration 0F: 3 clusters Score -209416.2 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -210328.687500 Penalty: 743.949219
	Iteration 1F: 3 clusters Score -210328.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -210554.046875 Penalty: 743.949219
	Iteration 2F: 3 clusters Score -210554 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -210769.109375 Penalty: 743.949219
	Iteration 3F: 3 clusters Score -210769.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -210991.484375 Penalty: 743.949219
	Iteration 4F: 3 clusters Score -210991.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -211165.937500 Penalty: 743.949219
	Iteration 5F: 3 clusters Score -211165.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -211274.515625 Penalty: 743.949219
	Iteration 6F: 3 clusters Score -211274.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -211344.109375 Penalty: 743.949219
	Iteration 7Q: 3 clusters Score -211344.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -211393.218750 Penalty: 743.949219
	Iteration 8Q: 3 clusters Score -211393.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -211440.250000 Penalty: 743.949219
	Iteration 9Q: 3 clusters Score -211440.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -211482.234375 Penalty: 743.949219
	Iteration 10Q: 3 clusters Score -211482.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -211532.531250 Penalty: 743.949219
	Iteration 11Q: 3 clusters Score -211532.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -211586.187500 Penalty: 743.949219
	Iteration 12Q: 3 clusters Score -211586.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -211638.234375 Penalty: 743.949219
	Iteration 13Q: 3 clusters Score -211638.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -211686.453125 Penalty: 743.949219
	Iteration 14Q: 3 clusters Score -211686.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -211706.546875 Penalty: 743.949219
	Iteration 15Q: 3 clusters Score -211706.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -211712.421875 Penalty: 743.949219
	Iteration 16Q: 3 clusters Score -211712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -211714.265625 Penalty: 743.949219
	Iteration 17Q: 3 clusters Score -211714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -211714.968750 Penalty: 743.949219
	Iteration 18Q: 3 clusters Score -211715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -211715.296875 Penalty: 743.949219
	Iteration 19Q: 3 clusters Score -211715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -211715.171875 Penalty: 743.949219
	Iteration 20F: 3 clusters Score -211715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -211715.171875 Penalty: 743.949219
	Iteration 21Q: 3 clusters Score -211715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -211715.171875 Penalty: 743.949219
	Iteration 22F: 3 clusters Score -211715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -27086.919922 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -27086.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26608.132812 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -26608.13 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26790.033203 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -26790.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26841.160156 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -26841.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26871.197266 Penalty: 570.142395
	Iteration 3Q: 3 clusters Score -26871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -26885.132812 Penalty: 570.142395
	Iteration 4Q: 3 clusters Score -26885.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26901.845703 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -26901.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26915.814453 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -26915.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26925.617188 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -26925.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -26938.492188 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -26938.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26955.314453 Penalty: 570.142395
	Iteration 9Q: 3 clusters Score -26955.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26971.035156 Penalty: 570.142395
	Iteration 10Q: 3 clusters Score -26971.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26980.742188 Penalty: 570.142395
	Iteration 11Q: 3 clusters Score -26980.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26993.478516 Penalty: 570.142395
	Iteration 12Q: 3 clusters Score -26993.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27006.044922 Penalty: 570.142395
	Iteration 13Q: 3 clusters Score -27006.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27015.574219 Penalty: 570.142395
	Iteration 14Q: 3 clusters Score -27015.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27020.718750 Penalty: 570.142395
	Iteration 15Q: 3 clusters Score -27020.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27029.966797 Penalty: 570.142395
	Iteration 16Q: 3 clusters Score -27029.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27030.802734 Penalty: 570.142395
	Iteration 17Q: 3 clusters Score -27030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27032.443359 Penalty: 570.142395
	Iteration 18Q: 3 clusters Score -27032.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27034.390625 Penalty: 570.142395
	Iteration 19F: 3 clusters Score -27034.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27037.330078 Penalty: 570.142395
	Iteration 20F: 3 clusters Score -27037.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27038.300781 Penalty: 570.142395
	Iteration 21Q: 3 clusters Score -27038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -27039.039062 Penalty: 570.142395
	Iteration 22Q: 3 clusters Score -27039.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -27039.039062 Penalty: 570.142395
	Iteration 23F: 3 clusters Score -27039.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77352 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 35716 members 
Mstep: Class 7 contains 43941 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 76255 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 42621 members 
Mstep: Class 15 contains 42442 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 19569 members 
Mstep: Class 24 contains 38677 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3417 members 
Mstep: Class 28 contains 73894 members 
Mstep: Class 30 contains 24013 members 
Mstep: Class 31 contains 37159 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 3552 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247424.000000 Penalty: 20813.578125
Iteration 239Q: 35 clusters Score -4.224742e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77364 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27642 members 
Mstep: Class 6 contains 36031 members 
Mstep: Class 7 contains 43940 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 10815 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 76155 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 42619 members 
Mstep: Class 15 contains 42511 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 19612 members 
Mstep: Class 24 contains 38635 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3416 members 
Mstep: Class 28 contains 73911 members 
Mstep: Class 29 contains 84528 members 
Mstep: Class 30 contains 24030 members 
Mstep: Class 31 contains 37092 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247668.000000 Penalty: 20813.578125
Iteration 240F: 35 clusters Score -4.224767e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77335 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27644 members 
Mstep: Class 6 contains 36331 members 
Mstep: Class 7 contains 43927 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 10801 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 76053 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 42612 members 
Mstep: Class 15 contains 42507 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 2132 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1975 members 
Mstep: Class 23 contains 19652 members 
Mstep: Class 24 contains 38613 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3409 members 
Mstep: Class 28 contains 73904 members 
Mstep: Class 29 contains 84502 members 
Mstep: Class 30 contains 24040 members 
Mstep: Class 31 contains 37004 members 
Mstep: Class 32 contains 9402 members 
Mstep: Class 33 contains 3549 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247776.000000 Penalty: 20813.578125
Iteration 241Q: 35 clusters Score -4.224778e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 77274 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27644 members 
Mstep: Class 6 contains 36640 members 
Mstep: Class 7 contains 43909 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 11 contains 1231 members 
Mstep: Class 12 contains 75959 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 42610 members 
Mstep: Class 15 contains 42488 members 
Mstep: Class 16 contains 17578 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 19688 members 
Mstep: Class 24 contains 38572 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3409 members 
Mstep: Class 28 contains 73929 members 
Mstep: Class 29 contains 84476 members 
Mstep: Class 30 contains 24039 members 
Mstep: Class 31 contains 36934 members 
Mstep: Class 32 contains 9414 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247888.000000 Penalty: 20813.578125
Iteration 242Q: 35 clusters Score -4.224789e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 77234 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27645 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 7 contains 43871 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 10790 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 75864 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 15 contains 42460 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 1953 members 
Mstep: Class 23 contains 19727 members 
Mstep: Class 24 contains 38524 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 73925 members 
Mstep: Class 29 contains 84452 members 
Mstep: Class 30 contains 24044 members 
Mstep: Class 31 contains 36871 members 
Mstep: Class 32 contains 9426 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247996.000000 Penalty: 20813.578125
Iteration 243Q: 35 clusters Score -4.2248e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 77152 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27642 members 
Mstep: Class 6 contains 37327 members 
Mstep: Class 7 contains 43846 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 75787 members 
Mstep: Class 13 contains 841 members 
Mstep: Class 14 contains 42604 members 
Mstep: Class 15 contains 42436 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 19752 members 
Mstep: Class 24 contains 38468 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 73979 members 
Mstep: Class 29 contains 84446 members 
Mstep: Class 30 contains 24042 members 
Mstep: Class 31 contains 36790 members 
Mstep: Class 32 contains 9435 members 
Mstep: Class 33 contains 3539 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248040.000000 Penalty: 20813.578125
Iteration 244Q: 35 clusters Score -4.224804e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 77073 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27644 members 
Mstep: Class 6 contains 37622 members 
Mstep: Class 7 contains 43816 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 10740 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 75712 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 42611 members 
Mstep: Class 15 contains 42413 members 
Mstep: Class 16 contains 17396 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 1938 members 
Mstep: Class 23 contains 19790 members 
Mstep: Class 24 contains 38412 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3401 members 
Mstep: Class 28 contains 74052 members 
Mstep: Class 29 contains 84442 members 
Mstep: Class 30 contains 24026 members 
Mstep: Class 31 contains 36729 members 
Mstep: Class 32 contains 9440 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248172.000000 Penalty: 20813.578125
Iteration 245Q: 35 clusters Score -4.224817e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 77016 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27641 members 
Mstep: Class 6 contains 37915 members 
Mstep: Class 7 contains 43783 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 75581 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 42603 members 
Mstep: Class 15 contains 42400 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 1926 members 
Mstep: Class 23 contains 19830 members 
Mstep: Class 24 contains 38350 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 928 members 
Mstep: Class 27 contains 3401 members 
Mstep: Class 28 contains 74171 members 
Mstep: Class 29 contains 84423 members 
Mstep: Class 30 contains 24019 members 
Mstep: Class 31 contains 36659 members 
Mstep: Class 32 contains 9451 members 
Mstep: Class 33 contains 3528 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248228.000000 Penalty: 20813.578125
Iteration 246Q: 35 clusters Score -4.224823e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77009 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27642 members 
Mstep: Class 6 contains 38200 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 10645 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 75437 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 42598 members 
Mstep: Class 15 contains 42393 members 
Mstep: Class 16 contains 17325 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2145 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 19860 members 
Mstep: Class 24 contains 38291 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 928 members 
Mstep: Class 27 contains 3399 members 
Mstep: Class 28 contains 74283 members 
Mstep: Class 29 contains 84433 members 
Mstep: Class 30 contains 24005 members 
Mstep: Class 31 contains 36586 members 
Mstep: Class 32 contains 9462 members 
Mstep: Class 33 contains 3517 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248288.000000 Penalty: 20813.578125
Iteration 247Q: 35 clusters Score -4.224829e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77022 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27641 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 43685 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 42585 members 
Mstep: Class 15 contains 42397 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 2147 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 580 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 1901 members 
Mstep: Class 23 contains 19888 members 
Mstep: Class 24 contains 38234 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 928 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 74411 members 
Mstep: Class 29 contains 84418 members 
Mstep: Class 30 contains 23976 members 
Mstep: Class 31 contains 36519 members 
Mstep: Class 32 contains 9479 members 
Mstep: Class 33 contains 3508 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248416.000000 Penalty: 20813.578125
Iteration 248Q: 35 clusters Score -4.224842e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77006 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27644 members 
Mstep: Class 6 contains 38776 members 
Mstep: Class 7 contains 43633 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 75165 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 14 contains 42572 members 
Mstep: Class 15 contains 42405 members 
Mstep: Class 16 contains 17253 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 2144 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 584 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 19930 members 
Mstep: Class 24 contains 38174 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 928 members 
Mstep: Class 27 contains 3395 members 
Mstep: Class 28 contains 74580 members 
Mstep: Class 29 contains 84427 members 
Mstep: Class 30 contains 23939 members 
Mstep: Class 31 contains 36428 members 
Mstep: Class 32 contains 9490 members 
Mstep: Class 33 contains 3500 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248640.000000 Penalty: 20813.578125
Iteration 249Q: 35 clusters Score -4.224864e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 77008 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27647 members 
Mstep: Class 6 contains 39011 members 
Mstep: Class 7 contains 43580 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 75061 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 42558 members 
Mstep: Class 15 contains 42418 members 
Mstep: Class 16 contains 17192 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 38117 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 928 members 
Mstep: Class 27 contains 3395 members 
Mstep: Class 28 contains 74743 members 
Mstep: Class 29 contains 84436 members 
Mstep: Class 30 contains 23890 members 
Mstep: Class 31 contains 36349 members 
Mstep: Class 32 contains 9505 members 
Mstep: Class 33 contains 3491 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248580.000000 Penalty: 20813.578125
Iteration 250Q: 35 clusters Score -4.224858e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 77046 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27647 members 
Mstep: Class 6 contains 39229 members 
Mstep: Class 7 contains 43528 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 74962 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 42542 members 
Mstep: Class 15 contains 42434 members 
Mstep: Class 16 contains 17138 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 1859 members 
Mstep: Class 23 contains 20025 members 
Mstep: Class 24 contains 38071 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 927 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 74888 members 
Mstep: Class 29 contains 84418 members 
Mstep: Class 30 contains 23846 members 
Mstep: Class 31 contains 36253 members 
Mstep: Class 32 contains 9507 members 
Mstep: Class 33 contains 3483 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248692.000000 Penalty: 20813.578125
Iteration 251Q: 35 clusters Score -4.224869e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 77148 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27648 members 
Mstep: Class 6 contains 39394 members 
Mstep: Class 7 contains 43471 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 74856 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 42532 members 
Mstep: Class 15 contains 42457 members 
Mstep: Class 16 contains 17077 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 38056 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 924 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 74992 members 
Mstep: Class 29 contains 84412 members 
Mstep: Class 30 contains 23800 members 
Mstep: Class 31 contains 36172 members 
Mstep: Class 32 contains 9514 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248712.000000 Penalty: 20813.578125
Iteration 252Q: 35 clusters Score -4.224871e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77288 members 
Mstep: Class 3 contains 1054 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27641 members 
Mstep: Class 6 contains 39530 members 
Mstep: Class 7 contains 43410 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 74771 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 42531 members 
Mstep: Class 15 contains 42470 members 
Mstep: Class 16 contains 17021 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20097 members 
Mstep: Class 24 contains 38055 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 75061 members 
Mstep: Class 29 contains 84412 members 
Mstep: Class 30 contains 23768 members 
Mstep: Class 31 contains 36070 members 
Mstep: Class 32 contains 9519 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248644.000000 Penalty: 20813.578125
Iteration 253Q: 35 clusters Score -4.224864e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 77429 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27632 members 
Mstep: Class 6 contains 39654 members 
Mstep: Class 7 contains 43349 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 74701 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 42531 members 
Mstep: Class 15 contains 42482 members 
Mstep: Class 16 contains 16965 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 20153 members 
Mstep: Class 24 contains 38061 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 924 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 75134 members 
Mstep: Class 29 contains 84398 members 
Mstep: Class 30 contains 23730 members 
Mstep: Class 31 contains 35967 members 
Mstep: Class 32 contains 9522 members 
Mstep: Class 33 contains 3482 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248764.000000 Penalty: 20813.578125
Iteration 254Q: 35 clusters Score -4.224876e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 77567 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27619 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 43294 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 1235 members 
Mstep: Class 12 contains 74660 members 
Mstep: Class 13 contains 1026 members 
Mstep: Class 14 contains 42526 members 
Mstep: Class 15 contains 42498 members 
Mstep: Class 16 contains 16912 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 20196 members 
Mstep: Class 24 contains 38064 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 925 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 75218 members 
Mstep: Class 29 contains 84402 members 
Mstep: Class 30 contains 23696 members 
Mstep: Class 31 contains 35857 members 
Mstep: Class 32 contains 9518 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248540.000000 Penalty: 20813.578125
Iteration 255Q: 35 clusters Score -4.224854e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77735 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 39817 members 
Mstep: Class 7 contains 43230 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 10054 members 
Mstep: Class 11 contains 1229 members 
Mstep: Class 12 contains 74635 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 42519 members 
Mstep: Class 15 contains 42500 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 1831 members 
Mstep: Class 23 contains 20257 members 
Mstep: Class 24 contains 38083 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 926 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 75266 members 
Mstep: Class 29 contains 84392 members 
Mstep: Class 30 contains 23686 members 
Mstep: Class 31 contains 35723 members 
Mstep: Class 32 contains 9512 members 
Mstep: Class 33 contains 3479 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248516.000000 Penalty: 20813.578125
Iteration 256Q: 35 clusters Score -4.224852e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77917 members 
Mstep: Class 3 contains 1052 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 39870 members 
Mstep: Class 7 contains 43165 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 10004 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 74626 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 42515 members 
Mstep: Class 15 contains 42504 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 20309 members 
Mstep: Class 24 contains 38133 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 927 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 75283 members 
Mstep: Class 29 contains 84385 members 
Mstep: Class 30 contains 23678 members 
Mstep: Class 31 contains 35588 members 
Mstep: Class 32 contains 9514 members 
Mstep: Class 33 contains 3478 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248796.000000 Penalty: 20813.578125
Iteration 257Q: 35 clusters Score -4.22488e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 78081 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27583 members 
Mstep: Class 6 contains 39907 members 
Mstep: Class 7 contains 43091 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 9956 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 74656 members 
Mstep: Class 13 contains 1067 members 
Mstep: Class 14 contains 42513 members 
Mstep: Class 15 contains 42508 members 
Mstep: Class 16 contains 16749 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 20361 members 
Mstep: Class 24 contains 38185 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3359 members 
Mstep: Class 28 contains 75303 members 
Mstep: Class 29 contains 84362 members 
Mstep: Class 30 contains 23663 members 
Mstep: Class 31 contains 35470 members 
Mstep: Class 32 contains 9527 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248872.000000 Penalty: 20813.578125
Iteration 258Q: 35 clusters Score -4.224887e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 78254 members 
Mstep: Class 3 contains 1044 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27560 members 
Mstep: Class 6 contains 39958 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 74713 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 42507 members 
Mstep: Class 15 contains 42502 members 
Mstep: Class 16 contains 16692 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 1828 members 
Mstep: Class 23 contains 20412 members 
Mstep: Class 24 contains 38250 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3348 members 
Mstep: Class 28 contains 75267 members 
Mstep: Class 29 contains 84347 members 
Mstep: Class 30 contains 23654 members 
Mstep: Class 31 contains 35354 members 
Mstep: Class 32 contains 9542 members 
Mstep: Class 33 contains 3472 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248960.000000 Penalty: 20813.578125
Iteration 259Q: 35 clusters Score -4.224896e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 78438 members 
Mstep: Class 3 contains 1042 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27551 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 42941 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 74800 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 15 contains 42489 members 
Mstep: Class 16 contains 16635 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 2084 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 20459 members 
Mstep: Class 24 contains 38301 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 75174 members 
Mstep: Class 29 contains 84342 members 
Mstep: Class 30 contains 23642 members 
Mstep: Class 31 contains 35228 members 
Mstep: Class 32 contains 9553 members 
Mstep: Class 33 contains 3469 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249128.000000 Penalty: 20813.578125
Iteration 260F: 35 clusters Score -4.224913e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 78612 members 
Mstep: Class 3 contains 1042 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27535 members 
Mstep: Class 6 contains 40082 members 
Mstep: Class 7 contains 42885 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 74906 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 15 contains 42492 members 
Mstep: Class 16 contains 16582 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 20509 members 
Mstep: Class 24 contains 38359 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 3338 members 
Mstep: Class 28 contains 75050 members 
Mstep: Class 29 contains 84332 members 
Mstep: Class 30 contains 23614 members 
Mstep: Class 31 contains 35106 members 
Mstep: Class 32 contains 9568 members 
Mstep: Class 33 contains 3464 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249184.000000 Penalty: 20813.578125
Iteration 261Q: 35 clusters Score -4.224918e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78779 members 
Mstep: Class 3 contains 1044 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27513 members 
Mstep: Class 6 contains 40159 members 
Mstep: Class 7 contains 42834 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 9747 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 75075 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 15 contains 42499 members 
Mstep: Class 16 contains 16532 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 1822 members 
Mstep: Class 23 contains 20553 members 
Mstep: Class 24 contains 38416 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 3334 members 
Mstep: Class 28 contains 74895 members 
Mstep: Class 29 contains 84294 members 
Mstep: Class 30 contains 23591 members 
Mstep: Class 31 contains 34978 members 
Mstep: Class 32 contains 9573 members 
Mstep: Class 33 contains 3459 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249164.000000 Penalty: 20813.578125
Iteration 262Q: 35 clusters Score -4.224916e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78886 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27492 members 
Mstep: Class 6 contains 40244 members 
Mstep: Class 7 contains 42780 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 75276 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 42503 members 
Mstep: Class 16 contains 16494 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 1817 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 38492 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 927 members 
Mstep: Class 27 contains 3331 members 
Mstep: Class 28 contains 74702 members 
Mstep: Class 29 contains 84271 members 
Mstep: Class 30 contains 23566 members 
Mstep: Class 31 contains 34866 members 
Mstep: Class 32 contains 9571 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249284.000000 Penalty: 20813.578125
Iteration 263Q: 35 clusters Score -4.224928e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78918 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27472 members 
Mstep: Class 6 contains 40372 members 
Mstep: Class 7 contains 42741 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 75488 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 42517 members 
Mstep: Class 16 contains 16452 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 1821 members 
Mstep: Class 23 contains 20665 members 
Mstep: Class 24 contains 38549 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 924 members 
Mstep: Class 27 contains 3330 members 
Mstep: Class 28 contains 74506 members 
Mstep: Class 29 contains 84251 members 
Mstep: Class 30 contains 23518 members 
Mstep: Class 31 contains 34774 members 
Mstep: Class 32 contains 9579 members 
Mstep: Class 33 contains 3451 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249184.000000 Penalty: 20813.578125
Iteration 264Q: 35 clusters Score -4.224918e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78910 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27453 members 
Mstep: Class 6 contains 40528 members 
Mstep: Class 7 contains 42677 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 75711 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 42507 members 
Mstep: Class 15 contains 42547 members 
Mstep: Class 16 contains 16409 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 1828 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 38607 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 922 members 
Mstep: Class 27 contains 3329 members 
Mstep: Class 28 contains 74318 members 
Mstep: Class 29 contains 84227 members 
Mstep: Class 30 contains 23468 members 
Mstep: Class 31 contains 34687 members 
Mstep: Class 32 contains 9592 members 
Mstep: Class 33 contains 3445 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249244.000000 Penalty: 20813.578125
Iteration 265Q: 35 clusters Score -4.224924e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78870 members 
Mstep: Class 3 contains 1060 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27441 members 
Mstep: Class 6 contains 40697 members 
Mstep: Class 7 contains 42633 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 9523 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 75941 members 
Mstep: Class 13 contains 1199 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 20758 members 
Mstep: Class 24 contains 38651 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 3328 members 
Mstep: Class 28 contains 74177 members 
Mstep: Class 29 contains 84215 members 
Mstep: Class 30 contains 23414 members 
Mstep: Class 31 contains 34584 members 
Mstep: Class 32 contains 9607 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249432.000000 Penalty: 20813.578125
Iteration 266Q: 35 clusters Score -4.224943e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78786 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27432 members 
Mstep: Class 6 contains 40899 members 
Mstep: Class 7 contains 42579 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 76201 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 42510 members 
Mstep: Class 15 contains 42594 members 
Mstep: Class 16 contains 16329 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 20783 members 
Mstep: Class 24 contains 38671 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 3328 members 
Mstep: Class 28 contains 74064 members 
Mstep: Class 29 contains 84183 members 
Mstep: Class 30 contains 23363 members 
Mstep: Class 31 contains 34483 members 
Mstep: Class 32 contains 9619 members 
Mstep: Class 33 contains 3430 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249432.000000 Penalty: 20813.578125
Iteration 267Q: 35 clusters Score -4.224943e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 78685 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27424 members 
Mstep: Class 6 contains 41145 members 
Mstep: Class 7 contains 42540 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 76419 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 42509 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 16291 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 1821 members 
Mstep: Class 23 contains 20816 members 
Mstep: Class 24 contains 38676 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 3333 members 
Mstep: Class 28 contains 73969 members 
Mstep: Class 29 contains 84142 members 
Mstep: Class 30 contains 23308 members 
Mstep: Class 31 contains 34378 members 
Mstep: Class 32 contains 9623 members 
Mstep: Class 33 contains 3423 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249376.000000 Penalty: 20813.578125
Iteration 268Q: 35 clusters Score -4.224938e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 78584 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27418 members 
Mstep: Class 6 contains 41429 members 
Mstep: Class 7 contains 42491 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 76609 members 
Mstep: Class 13 contains 1215 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 15 contains 42651 members 
Mstep: Class 16 contains 16268 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 1818 members 
Mstep: Class 23 contains 20832 members 
Mstep: Class 24 contains 38678 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 3332 members 
Mstep: Class 28 contains 73897 members 
Mstep: Class 29 contains 84106 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 34245 members 
Mstep: Class 32 contains 9639 members 
Mstep: Class 33 contains 3419 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249424.000000 Penalty: 20813.578125
Iteration 269Q: 35 clusters Score -4.224942e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 78451 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27406 members 
Mstep: Class 6 contains 41704 members 
Mstep: Class 7 contains 42442 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 76796 members 
Mstep: Class 13 contains 1222 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 15 contains 42662 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 20836 members 
Mstep: Class 24 contains 38689 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 3334 members 
Mstep: Class 28 contains 73847 members 
Mstep: Class 29 contains 84082 members 
Mstep: Class 30 contains 23245 members 
Mstep: Class 31 contains 34143 members 
Mstep: Class 32 contains 9653 members 
Mstep: Class 33 contains 3420 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249208.000000 Penalty: 20813.578125
Iteration 270Q: 35 clusters Score -4.224921e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 78293 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27401 members 
Mstep: Class 6 contains 41957 members 
Mstep: Class 7 contains 42403 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 76973 members 
Mstep: Class 13 contains 1232 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 15 contains 42675 members 
Mstep: Class 16 contains 16198 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 20832 members 
Mstep: Class 24 contains 38711 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 3336 members 
Mstep: Class 28 contains 73869 members 
Mstep: Class 29 contains 84045 members 
Mstep: Class 30 contains 23216 members 
Mstep: Class 31 contains 34030 members 
Mstep: Class 32 contains 9664 members 
Mstep: Class 33 contains 3419 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249268.000000 Penalty: 20813.578125
Iteration 271Q: 35 clusters Score -4.224927e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 78132 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27394 members 
Mstep: Class 6 contains 42213 members 
Mstep: Class 7 contains 42359 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 77132 members 
Mstep: Class 13 contains 1237 members 
Mstep: Class 14 contains 42507 members 
Mstep: Class 15 contains 42689 members 
Mstep: Class 16 contains 16158 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 20828 members 
Mstep: Class 24 contains 38728 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3333 members 
Mstep: Class 28 contains 73893 members 
Mstep: Class 29 contains 83987 members 
Mstep: Class 30 contains 23197 members 
Mstep: Class 31 contains 33930 members 
Mstep: Class 32 contains 9683 members 
Mstep: Class 33 contains 3420 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249360.000000 Penalty: 20813.578125
Iteration 272Q: 35 clusters Score -4.224936e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 78012 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27388 members 
Mstep: Class 6 contains 42469 members 
Mstep: Class 7 contains 42306 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 9082 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 77238 members 
Mstep: Class 13 contains 1242 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 15 contains 42700 members 
Mstep: Class 16 contains 16123 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 20831 members 
Mstep: Class 24 contains 38753 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3331 members 
Mstep: Class 28 contains 73948 members 
Mstep: Class 29 contains 83939 members 
Mstep: Class 30 contains 23171 members 
Mstep: Class 31 contains 33832 members 
Mstep: Class 32 contains 9704 members 
Mstep: Class 33 contains 3419 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249628.000000 Penalty: 20813.578125
Iteration 273Q: 35 clusters Score -4.224963e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 77889 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27383 members 
Mstep: Class 6 contains 42691 members 
Mstep: Class 7 contains 42253 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 9002 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 77349 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 42510 members 
Mstep: Class 15 contains 42738 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 20842 members 
Mstep: Class 24 contains 38789 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3329 members 
Mstep: Class 28 contains 74017 members 
Mstep: Class 29 contains 83905 members 
Mstep: Class 30 contains 23118 members 
Mstep: Class 31 contains 33746 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 3416 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249580.000000 Penalty: 20813.578125
Iteration 274Q: 35 clusters Score -4.224958e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 77740 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27376 members 
Mstep: Class 6 contains 42889 members 
Mstep: Class 7 contains 42199 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 3465 members 
Mstep: Class 10 contains 8930 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 77427 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 42780 members 
Mstep: Class 16 contains 16054 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 20879 members 
Mstep: Class 24 contains 38835 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 74076 members 
Mstep: Class 29 contains 83888 members 
Mstep: Class 30 contains 23066 members 
Mstep: Class 31 contains 33668 members 
Mstep: Class 32 contains 9727 members 
Mstep: Class 33 contains 3412 members 
Mstep: Class 34 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249424.000000 Penalty: 20813.578125
Iteration 275Q: 35 clusters Score -4.224942e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 77614 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 43096 members 
Mstep: Class 7 contains 42145 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 3466 members 
Mstep: Class 10 contains 8866 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 77503 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 42513 members 
Mstep: Class 15 contains 42823 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 20908 members 
Mstep: Class 24 contains 38873 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 74132 members 
Mstep: Class 29 contains 83871 members 
Mstep: Class 30 contains 23023 members 
Mstep: Class 31 contains 33562 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 33 contains 3411 members 
Mstep: Class 34 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249276.000000 Penalty: 20813.578125
Iteration 276Q: 35 clusters Score -4.224928e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 77518 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27360 members 
Mstep: Class 6 contains 43248 members 
Mstep: Class 7 contains 42117 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 8793 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 77557 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 42513 members 
Mstep: Class 15 contains 42857 members 
Mstep: Class 16 contains 15989 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 20935 members 
Mstep: Class 24 contains 38902 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 74227 members 
Mstep: Class 29 contains 83858 members 
Mstep: Class 30 contains 22989 members 
Mstep: Class 31 contains 33461 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 33 contains 3408 members 
Mstep: Class 34 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249124.000000 Penalty: 20813.578125
Iteration 277Q: 35 clusters Score -4.224912e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 77463 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27349 members 
Mstep: Class 6 contains 43368 members 
Mstep: Class 7 contains 42083 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 8734 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 77618 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 42877 members 
Mstep: Class 16 contains 15962 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 1768 members 
Mstep: Class 23 contains 20977 members 
Mstep: Class 24 contains 38923 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3317 members 
Mstep: Class 28 contains 74310 members 
Mstep: Class 29 contains 83816 members 
Mstep: Class 30 contains 22955 members 
Mstep: Class 31 contains 33370 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249128.000000 Penalty: 20813.578125
Iteration 278Q: 35 clusters Score -4.224913e+07 nChanged 1210
Entering ConstructFrom: 
Score: -42249128.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -44250.609375 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -44250.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43622.925781 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -43622.93 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43808.441406 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -43808.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43870.816406 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -43870.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43921.460938 Penalty: 593.777710
	Iteration 3F: 3 clusters Score -43921.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43955.335938 Penalty: 593.777710
	Iteration 4Q: 3 clusters Score -43955.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43981.707031 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -43981.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43996.339844 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -43996.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -44009.175781 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -44009.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -44033.488281 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -44033.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44044.496094 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -44044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -44053.593750 Penalty: 593.777710
	Iteration 10Q: 3 clusters Score -44053.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -44056.730469 Penalty: 593.777710
	Iteration 11Q: 3 clusters Score -44056.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -44059.488281 Penalty: 593.777710
	Iteration 12Q: 3 clusters Score -44059.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44061.117188 Penalty: 593.777710
	Iteration 13Q: 3 clusters Score -44061.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -44062.050781 Penalty: 593.777710
	Iteration 14Q: 3 clusters Score -44062.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -44062.628906 Penalty: 593.777710
	Iteration 15Q: 3 clusters Score -44062.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -44064.566406 Penalty: 593.777710
	Iteration 16Q: 3 clusters Score -44064.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -44064.566406 Penalty: 593.777710
	Iteration 17F: 3 clusters Score -44064.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Entering Unmasked Estep 
Score: -4882708.500000 Penalty: 512.182983
	Iteration 0F: 2 clusters Score -4882708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4830730.000000 Penalty: 1024.365967
	Iteration 0F: 3 clusters Score -4830730 nChanged 37784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -4853913.000000 Penalty: 1024.365967
	Iteration 1F: 3 clusters Score -4853913 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -4855427.500000 Penalty: 1024.365967
	Iteration 2Q: 3 clusters Score -4855428 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -4858002.500000 Penalty: 1024.365967
	Iteration 3F: 3 clusters Score -4858002 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -4861986.500000 Penalty: 1024.365967
	Iteration 4F: 3 clusters Score -4861986 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -4866639.500000 Penalty: 1024.365967
	Iteration 5F: 3 clusters Score -4866640 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -4869810.000000 Penalty: 1024.365967
	Iteration 6F: 3 clusters Score -4869810 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -4871219.000000 Penalty: 1024.365967
	Iteration 7Q: 3 clusters Score -4871219 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -4871967.000000 Penalty: 1024.365967
	Iteration 8Q: 3 clusters Score -4871967 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -4872663.500000 Penalty: 1024.365967
	Iteration 9Q: 3 clusters Score -4872664 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -4873484.500000 Penalty: 1024.365967
	Iteration 10Q: 3 clusters Score -4873484 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -4874407.500000 Penalty: 1024.365967
	Iteration 11Q: 3 clusters Score -4874408 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -4875334.000000 Penalty: 1024.365967
	Iteration 12Q: 3 clusters Score -4875334 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -4876287.000000 Penalty: 1024.365967
	Iteration 13Q: 3 clusters Score -4876287 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -4877235.000000 Penalty: 1024.365967
	Iteration 14Q: 3 clusters Score -4877235 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -4878090.500000 Penalty: 1024.365967
	Iteration 15Q: 3 clusters Score -4878090 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -4878850.000000 Penalty: 1024.365967
	Iteration 16Q: 3 clusters Score -4878850 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -4879465.500000 Penalty: 1024.365967
	Iteration 17Q: 3 clusters Score -4879466 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -4879893.500000 Penalty: 1024.365967
	Iteration 18Q: 3 clusters Score -4879894 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -4880219.500000 Penalty: 1024.365967
	Iteration 19Q: 3 clusters Score -4880220 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -4880430.500000 Penalty: 1024.365967
	Iteration 20F: 3 clusters Score -4880430 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -4880588.500000 Penalty: 1024.365967
	Iteration 21Q: 3 clusters Score -4880588 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -4880693.000000 Penalty: 1024.365967
	Iteration 22Q: 3 clusters Score -4880693 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -4880761.000000 Penalty: 1024.365967
	Iteration 23Q: 3 clusters Score -4880761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -4880797.500000 Penalty: 1024.365967
	Iteration 24Q: 3 clusters Score -4880798 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -4880844.500000 Penalty: 1024.365967
	Iteration 25Q: 3 clusters Score -4880844 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -4880876.000000 Penalty: 1024.365967
	Iteration 26Q: 3 clusters Score -4880876 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -4880907.000000 Penalty: 1024.365967
	Iteration 27Q: 3 clusters Score -4880907 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -4880909.500000 Penalty: 1024.365967
	Iteration 28Q: 3 clusters Score -4880910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -4880938.000000 Penalty: 1024.365967
	Iteration 29Q: 3 clusters Score -4880938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -4880946.000000 Penalty: 1024.365967
	Iteration 30Q: 3 clusters Score -4880946 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -4880949.500000 Penalty: 1024.365967
	Iteration 31Q: 3 clusters Score -4880950 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -4880989.000000 Penalty: 1024.365967
	Iteration 32Q: 3 clusters Score -4880989 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -4880997.000000 Penalty: 1024.365967
	Iteration 33Q: 3 clusters Score -4880997 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -4881001.000000 Penalty: 1024.365967
	Iteration 34Q: 3 clusters Score -4881001 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -4881029.500000 Penalty: 1024.365967
	Iteration 35Q: 3 clusters Score -4881030 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -4881036.500000 Penalty: 1024.365967
	Iteration 36Q: 3 clusters Score -4881036 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -4881071.500000 Penalty: 1024.365967
	Iteration 37Q: 3 clusters Score -4881072 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -4881108.500000 Penalty: 1024.365967
	Iteration 38Q: 3 clusters Score -4881108 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -4881116.000000 Penalty: 1024.365967
	Iteration 39Q: 3 clusters Score -4881116 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -4881128.000000 Penalty: 1024.365967
	Iteration 40F: 3 clusters Score -4881128 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -4881168.500000 Penalty: 1024.365967
	Iteration 41Q: 3 clusters Score -4881168 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -4881189.000000 Penalty: 1024.365967
	Iteration 42Q: 3 clusters Score -4881189 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -4881207.500000 Penalty: 1024.365967
	Iteration 43Q: 3 clusters Score -4881208 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7298 members 
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 70409 members 
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	Iteration 45Q: 3 clusters Score -4881263 nChanged 293
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Mstep: Class 1 contains 6700 members 
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	Iteration 46Q: 3 clusters Score -4881294 nChanged 264
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Mstep: Class 1 contains 6436 members 
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	Iteration 47Q: 3 clusters Score -4881313 nChanged 266
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Mstep: Class 1 contains 6170 members 
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	Iteration 48Q: 3 clusters Score -4881336 nChanged 260
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Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 71492 members 
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	Iteration 49Q: 3 clusters Score -4881360 nChanged 248
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 71740 members 
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	Iteration 50Q: 3 clusters Score -4881365 nChanged 219
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Mstep: Class 1 contains 5443 members 
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	Iteration 51Q: 3 clusters Score -4881384 nChanged 218
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Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 72177 members 
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	Iteration 52Q: 3 clusters Score -4881402 nChanged 218
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Mstep: Class 1 contains 5007 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4881427 nChanged 219
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Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 72614 members 
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	Iteration 54Q: 3 clusters Score -4881432 nChanged 198
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Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 72812 members 
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	Iteration 55Q: 3 clusters Score -4881456 nChanged 180
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Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 72992 members 
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	Iteration 56Q: 3 clusters Score -4881488 nChanged 209
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Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 73201 members 
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	Iteration 57Q: 3 clusters Score -4881505 nChanged 181
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 73380 members 
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	Iteration 58Q: 3 clusters Score -4881612 nChanged 163
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Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 73543 members 
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	Iteration 59Q: 3 clusters Score -4881706 nChanged 155
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Mstep: Class 1 contains 3708 members 
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	Iteration 60F: 3 clusters Score -4881752 nChanged 130
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Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 73824 members 
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	Iteration 61Q: 3 clusters Score -4881810 nChanged 118
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Mstep: Class 1 contains 3464 members 
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	Iteration 62Q: 3 clusters Score -4881836 nChanged 111
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Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 74049 members 
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	Iteration 63Q: 3 clusters Score -4881870 nChanged 107
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Mstep: Class 1 contains 3250 members 
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	Iteration 64Q: 3 clusters Score -4881901 nChanged 97
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Mstep: Class 1 contains 3153 members 
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	Iteration 65Q: 3 clusters Score -4881932 nChanged 95
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Mstep: Class 1 contains 3060 members 
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	Iteration 66Q: 3 clusters Score -4881974 nChanged 84
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Mstep: Class 1 contains 2978 members 
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	Iteration 67Q: 3 clusters Score -4881992 nChanged 79
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Mstep: Class 1 contains 2903 members 
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	Iteration 68Q: 3 clusters Score -4882017 nChanged 78
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Mstep: Class 1 contains 2831 members 
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	Iteration 69Q: 3 clusters Score -4882030 nChanged 75
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Mstep: Class 1 contains 2758 members 
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	Iteration 70Q: 3 clusters Score -4882040 nChanged 68
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Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 74708 members 
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	Iteration 71Q: 3 clusters Score -4882060 nChanged 65
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Mstep: Class 1 contains 2633 members 
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	Iteration 72Q: 3 clusters Score -4882074 nChanged 66
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Mstep: Class 1 contains 2571 members 
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	Iteration 73Q: 3 clusters Score -4882101 nChanged 63
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Mstep: Class 1 contains 2512 members 
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	Iteration 74Q: 3 clusters Score -4882112 nChanged 51
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Mstep: Class 1 contains 2463 members 
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	Iteration 75Q: 3 clusters Score -4882130 nChanged 55
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Mstep: Class 1 contains 2408 members 
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	Iteration 76Q: 3 clusters Score -4882122 nChanged 54
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	Iteration 77Q: 3 clusters Score -4882146 nChanged 60
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	Iteration 78Q: 3 clusters Score -4882162 nChanged 53
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	Iteration 79Q: 3 clusters Score -4882168 nChanged 41
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	Iteration 80F: 3 clusters Score -4882164 nChanged 38
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	Iteration 81Q: 3 clusters Score -4882188 nChanged 45
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Mstep: Class 1 contains 2119 members 
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	Iteration 82Q: 3 clusters Score -4882196 nChanged 43
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Mstep: Class 1 contains 2080 members 
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	Iteration 83Q: 3 clusters Score -4882203 nChanged 45
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Mstep: Class 1 contains 2045 members 
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	Iteration 84Q: 3 clusters Score -4882208 nChanged 35
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	Iteration 85Q: 3 clusters Score -4882212 nChanged 36
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	Iteration 86Q: 3 clusters Score -4882214 nChanged 38
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Mstep: Class 1 contains 1940 members 
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	Iteration 87Q: 3 clusters Score -4882220 nChanged 41
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Mstep: Class 1 contains 1905 members 
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	Iteration 88Q: 3 clusters Score -4882224 nChanged 49
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Mstep: Class 1 contains 1856 members 
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	Iteration 89Q: 3 clusters Score -4882234 nChanged 35
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	Iteration 90Q: 3 clusters Score -4882231 nChanged 34
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	Iteration 91Q: 3 clusters Score -4882230 nChanged 32
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	Iteration 92Q: 3 clusters Score -4882226 nChanged 35
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	Iteration 93Q: 3 clusters Score -4882239 nChanged 29
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Mstep: Class 1 contains 1697 members 
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	Iteration 94Q: 3 clusters Score -4882240 nChanged 32
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Mstep: Class 1 contains 1665 members 
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	Iteration 95Q: 3 clusters Score -4882248 nChanged 33
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Mstep: Class 1 contains 1632 members 
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	Iteration 96Q: 3 clusters Score -4882250 nChanged 34
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Mstep: Class 1 contains 1602 members 
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	Iteration 97Q: 3 clusters Score -4882246 nChanged 44
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	Iteration 98Q: 3 clusters Score -4882248 nChanged 40
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	Iteration 99Q: 3 clusters Score -4882251 nChanged 24
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Mstep: Class 1 contains 1504 members 
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	Iteration 100F: 3 clusters Score -4882256 nChanged 24
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Mstep: Class 1 contains 1482 members 
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	Iteration 101Q: 3 clusters Score -4882255 nChanged 31
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	Iteration 102Q: 3 clusters Score -4882260 nChanged 27
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	Iteration 103Q: 3 clusters Score -4882267 nChanged 28
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Mstep: Class 1 contains 1398 members 
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	Iteration 104Q: 3 clusters Score -4882268 nChanged 29
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Mstep: Class 1 contains 1371 members 
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	Iteration 105Q: 3 clusters Score -4882270 nChanged 30
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Mstep: Class 1 contains 1341 members 
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	Iteration 106Q: 3 clusters Score -4882270 nChanged 28
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Mstep: Class 1 contains 1315 members 
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	Iteration 107Q: 3 clusters Score -4882278 nChanged 26
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Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 76113 members 
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	Iteration 108Q: 3 clusters Score -4882280 nChanged 29
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Mstep: Class 1 contains 1264 members 
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	Iteration 109Q: 3 clusters Score -4882284 nChanged 27
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	Iteration 110Q: 3 clusters Score -4882294 nChanged 21
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	Iteration 111Q: 3 clusters Score -4882296 nChanged 14
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	Iteration 112Q: 3 clusters Score -4882296 nChanged 16
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Mstep: Class 1 contains 1196 members 
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	Iteration 113Q: 3 clusters Score -4882297 nChanged 12
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	Iteration 114Q: 3 clusters Score -4882296 nChanged 9
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	Iteration 115Q: 3 clusters Score -4882300 nChanged 12
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Mstep: Class 1 contains 1167 members 
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	Iteration 116Q: 3 clusters Score -4882304 nChanged 8
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	Iteration 117Q: 3 clusters Score -4882301 nChanged 6
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	Iteration 118Q: 3 clusters Score -4882300 nChanged 6
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	Iteration 119Q: 3 clusters Score -4882298 nChanged 5
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	Iteration 120F: 3 clusters Score -4882301 nChanged 6
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	Iteration 121Q: 3 clusters Score -4882300 nChanged 5
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	Iteration 122Q: 3 clusters Score -4882298 nChanged 2
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	Iteration 123Q: 3 clusters Score -4882304 nChanged 1
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	Iteration 124Q: 3 clusters Score -4882303 nChanged 1
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	Iteration 125Q: 3 clusters Score -4882304 nChanged 2
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	Iteration 126Q: 3 clusters Score -4882298 nChanged 3
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	Iteration 127Q: 3 clusters Score -4882300 nChanged 5
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	Iteration 128Q: 3 clusters Score -4882299 nChanged 4
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	Iteration 129Q: 3 clusters Score -4882300 nChanged 2
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	Iteration 130Q: 3 clusters Score -4882300 nChanged 4
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	Iteration 131Q: 3 clusters Score -4882300 nChanged 3
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	Iteration 132Q: 3 clusters Score -4882304 nChanged 6
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	Iteration 133Q: 3 clusters Score -4882300 nChanged 5
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	Iteration 134Q: 3 clusters Score -4882302 nChanged 6
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	Iteration 135Q: 3 clusters Score -4882304 nChanged 6
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	Iteration 136Q: 3 clusters Score -4882309 nChanged 4
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	Iteration 137Q: 3 clusters Score -4882312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -4882311.000000 Penalty: 1024.365967
	Iteration 138Q: 3 clusters Score -4882311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -4882311.000000 Penalty: 1024.365967
	Iteration 139Q: 3 clusters Score -4882311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -4882311.500000 Penalty: 1024.365967
	Iteration 140F: 3 clusters Score -4882312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -4882316.500000 Penalty: 1024.365967
	Iteration 141Q: 3 clusters Score -4882316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -4882315.500000 Penalty: 1024.365967
	Iteration 142Q: 3 clusters Score -4882316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -4882319.500000 Penalty: 1024.365967
	Iteration 143Q: 3 clusters Score -4882320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -4882321.500000 Penalty: 1024.365967
	Iteration 144Q: 3 clusters Score -4882322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -4882320.500000 Penalty: 1024.365967
	Iteration 145Q: 3 clusters Score -4882320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -4882319.500000 Penalty: 1024.365967
	Iteration 146Q: 3 clusters Score -4882320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -4882320.000000 Penalty: 1024.365967
	Iteration 147Q: 3 clusters Score -4882320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -4882317.000000 Penalty: 1024.365967
	Iteration 148Q: 3 clusters Score -4882317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -4882320.500000 Penalty: 1024.365967
	Iteration 149Q: 3 clusters Score -4882320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -4882319.000000 Penalty: 1024.365967
	Iteration 150Q: 3 clusters Score -4882319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -4882323.000000 Penalty: 1024.365967
	Iteration 151Q: 3 clusters Score -4882323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -4882317.000000 Penalty: 1024.365967
	Iteration 152Q: 3 clusters Score -4882317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -4882325.500000 Penalty: 1024.365967
	Iteration 153Q: 3 clusters Score -4882326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -4882326.000000 Penalty: 1024.365967
	Iteration 154Q: 3 clusters Score -4882326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -4882328.500000 Penalty: 1024.365967
	Iteration 155Q: 3 clusters Score -4882328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -4882328.500000 Penalty: 1024.365967
	Iteration 156F: 3 clusters Score -4882328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -67929.742188 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -67929.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67100.093750 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -67100.09 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67344.625000 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -67344.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -67401.234375 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -67401.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67422.945312 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -67422.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67438.226562 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -67438.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -67445.367188 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -67445.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -67451.273438 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -67451.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67457.187500 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -67457.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67461.367188 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -67461.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67463.867188 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -67463.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -67467.148438 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -67467.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67470.953125 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -67470.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67473.750000 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -67473.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67476.875000 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -67476.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67479.625000 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -67479.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67484.554688 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -67484.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67490.054688 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -67490.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67493.992188 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -67493.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67498.789062 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -67498.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67500.507812 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -67500.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67502.171875 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -67502.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67502.929688 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -67502.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67504.656250 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -67504.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67506.148438 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -67506.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67509.289062 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -67509.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67509.820312 Penalty: 631.648315
	Iteration 25Q: 3 clusters Score -67509.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67509.820312 Penalty: 631.648315
	Iteration 26Q: 3 clusters Score -67509.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67509.921875 Penalty: 631.648315
	Iteration 27Q: 3 clusters Score -67509.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67509.921875 Penalty: 631.648315
	Iteration 28F: 3 clusters Score -67509.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -5884.740234 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -5884.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5713.791504 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -5713.792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5859.325195 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -5859.325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5885.029785 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -5885.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5904.263184 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -5904.263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5920.845215 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -5920.845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5932.320312 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -5932.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5946.055664 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -5946.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5946.055664 Penalty: 463.531250
	Iteration 7F: 3 clusters Score -5946.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 77402 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 47 members 
Mstep: Class 5 contains 27337 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 42041 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 77705 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 42523 members 
Mstep: Class 15 contains 42890 members 
Mstep: Class 16 contains 15933 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 21009 members 
Mstep: Class 24 contains 38946 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 74446 members 
Mstep: Class 29 contains 83767 members 
Mstep: Class 30 contains 22933 members 
Mstep: Class 31 contains 33262 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 33 contains 3405 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 116 members 
Entering Unmasked Estep 
Score: -42248860.000000 Penalty: 21425.742188
Splitting cluster 4 changes total score from -42249128.000000 to -42248860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (27337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Entering Unmasked Estep 
Score: -1787479.750000 Penalty: 464.827850
	Iteration 0F: 2 clusters Score -1787480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1769239.125000 Penalty: 929.655701
	Iteration 0F: 3 clusters Score -1769239 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1777247.625000 Penalty: 929.655701
	Iteration 1F: 3 clusters Score -1777248 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1777940.250000 Penalty: 929.655701
	Iteration 2F: 3 clusters Score -1777940 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1779044.000000 Penalty: 929.655701
	Iteration 3F: 3 clusters Score -1779044 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1780761.500000 Penalty: 929.655701
	Iteration 4F: 3 clusters Score -1780762 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1782932.125000 Penalty: 929.655701
	Iteration 5F: 3 clusters Score -1782932 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -1784880.875000 Penalty: 929.655701
	Iteration 6F: 3 clusters Score -1784881 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -1786096.000000 Penalty: 929.655701
	Iteration 7Q: 3 clusters Score -1786096 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -1786686.875000 Penalty: 929.655701
	Iteration 8Q: 3 clusters Score -1786687 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -1786912.500000 Penalty: 929.655701
	Iteration 9Q: 3 clusters Score -1786912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -1787016.500000 Penalty: 929.655701
	Iteration 10Q: 3 clusters Score -1787016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1787044.625000 Penalty: 929.655701
	Iteration 11Q: 3 clusters Score -1787045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1787054.500000 Penalty: 929.655701
	Iteration 12Q: 3 clusters Score -1787054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -1787066.500000 Penalty: 929.655701
	Iteration 13Q: 3 clusters Score -1787066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -1787070.125000 Penalty: 929.655701
	Iteration 14Q: 3 clusters Score -1787070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -1787081.875000 Penalty: 929.655701
	Iteration 15Q: 3 clusters Score -1787082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1787088.625000 Penalty: 929.655701
	Iteration 16Q: 3 clusters Score -1787089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -1787092.750000 Penalty: 929.655701
	Iteration 17Q: 3 clusters Score -1787093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -1787094.875000 Penalty: 929.655701
	Iteration 18Q: 3 clusters Score -1787095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -1787096.125000 Penalty: 929.655701
	Iteration 19Q: 3 clusters Score -1787096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -1787095.125000 Penalty: 929.655701
	Iteration 20F: 3 clusters Score -1787095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -1787098.000000 Penalty: 929.655701
	Iteration 21Q: 3 clusters Score -1787098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1787099.250000 Penalty: 929.655701
	Iteration 22Q: 3 clusters Score -1787099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1787099.875000 Penalty: 929.655701
	Iteration 23Q: 3 clusters Score -1787100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -1787103.375000 Penalty: 929.655701
	Iteration 24Q: 3 clusters Score -1787103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -1787103.500000 Penalty: 929.655701
	Iteration 25Q: 3 clusters Score -1787104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -1787104.875000 Penalty: 929.655701
	Iteration 26Q: 3 clusters Score -1787105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -1787104.875000 Penalty: 929.655701
	Iteration 27F: 3 clusters Score -1787105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Entering Unmasked Estep 
Score: -2803963.250000 Penalty: 485.905914
	Iteration 0F: 2 clusters Score -2803963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2775527.250000 Penalty: 971.811829
	Iteration 0F: 3 clusters Score -2775527 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2787894.500000 Penalty: 971.811829
	Iteration 1F: 3 clusters Score -2787894 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2788387.500000 Penalty: 971.811829
	Iteration 2Q: 3 clusters Score -2788388 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2789056.750000 Penalty: 971.811829
	Iteration 3Q: 3 clusters Score -2789057 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -2790146.000000 Penalty: 971.811829
	Iteration 4Q: 3 clusters Score -2790146 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -2791754.250000 Penalty: 971.811829
	Iteration 5F: 3 clusters Score -2791754 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -2794006.750000 Penalty: 971.811829
	Iteration 6F: 3 clusters Score -2794007 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -2796434.500000 Penalty: 971.811829
	Iteration 7F: 3 clusters Score -2796434 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2798348.500000 Penalty: 971.811829
	Iteration 8F: 3 clusters Score -2798348 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -2799663.500000 Penalty: 971.811829
	Iteration 9Q: 3 clusters Score -2799664 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -2800450.000000 Penalty: 971.811829
	Iteration 10Q: 3 clusters Score -2800450 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -2800930.250000 Penalty: 971.811829
	Iteration 11Q: 3 clusters Score -2800930 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -2801299.500000 Penalty: 971.811829
	Iteration 12Q: 3 clusters Score -2801300 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -2801652.500000 Penalty: 971.811829
	Iteration 13Q: 3 clusters Score -2801652 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -2801978.500000 Penalty: 971.811829
	Iteration 14Q: 3 clusters Score -2801978 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -2802315.250000 Penalty: 971.811829
	Iteration 15Q: 3 clusters Score -2802315 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -2802582.750000 Penalty: 971.811829
	Iteration 16Q: 3 clusters Score -2802583 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -2802787.500000 Penalty: 971.811829
	Iteration 17Q: 3 clusters Score -2802788 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -2802953.250000 Penalty: 971.811829
	Iteration 18Q: 3 clusters Score -2802953 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -2803097.750000 Penalty: 971.811829
	Iteration 19Q: 3 clusters Score -2803098 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -2803216.750000 Penalty: 971.811829
	Iteration 20F: 3 clusters Score -2803217 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -2803282.250000 Penalty: 971.811829
	Iteration 21Q: 3 clusters Score -2803282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -2803332.750000 Penalty: 971.811829
	Iteration 22Q: 3 clusters Score -2803333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -2803380.500000 Penalty: 971.811829
	Iteration 23Q: 3 clusters Score -2803380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -2803418.750000 Penalty: 971.811829
	Iteration 24Q: 3 clusters Score -2803419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -2803444.500000 Penalty: 971.811829
	Iteration 25Q: 3 clusters Score -2803444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -2803472.500000 Penalty: 971.811829
	Iteration 26Q: 3 clusters Score -2803472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2803484.750000 Penalty: 971.811829
	Iteration 27Q: 3 clusters Score -2803485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -2803494.500000 Penalty: 971.811829
	Iteration 28Q: 3 clusters Score -2803494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -2803500.000000 Penalty: 971.811829
	Iteration 29Q: 3 clusters Score -2803500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -2803501.500000 Penalty: 971.811829
	Iteration 30Q: 3 clusters Score -2803502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -2803505.500000 Penalty: 971.811829
	Iteration 31Q: 3 clusters Score -2803506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2803502.500000 Penalty: 971.811829
	Iteration 32Q: 3 clusters Score -2803502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2803502.500000 Penalty: 971.811829
	Iteration 33F: 3 clusters Score -2803502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Entering Unmasked Estep 
Score: -2720900.500000 Penalty: 484.411224
	Iteration 0F: 2 clusters Score -2720900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2692874.500000 Penalty: 968.822449
	Iteration 0F: 3 clusters Score -2692874 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2705136.500000 Penalty: 968.822449
	Iteration 1F: 3 clusters Score -2705136 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2705682.250000 Penalty: 968.822449
	Iteration 2Q: 3 clusters Score -2705682 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2706266.500000 Penalty: 968.822449
	Iteration 3Q: 3 clusters Score -2706266 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2707190.250000 Penalty: 968.822449
	Iteration 4Q: 3 clusters Score -2707190 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2708571.250000 Penalty: 968.822449
	Iteration 5F: 3 clusters Score -2708571 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2710471.250000 Penalty: 968.822449
	Iteration 6F: 3 clusters Score -2710471 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2712632.000000 Penalty: 968.822449
	Iteration 7F: 3 clusters Score -2712632 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2714217.750000 Penalty: 968.822449
	Iteration 8F: 3 clusters Score -2714218 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2715066.250000 Penalty: 968.822449
	Iteration 9Q: 3 clusters Score -2715066 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2715613.750000 Penalty: 968.822449
	Iteration 10Q: 3 clusters Score -2715614 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2715968.250000 Penalty: 968.822449
	Iteration 11Q: 3 clusters Score -2715968 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2716301.750000 Penalty: 968.822449
	Iteration 12Q: 3 clusters Score -2716302 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2716627.500000 Penalty: 968.822449
	Iteration 13Q: 3 clusters Score -2716628 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2716928.500000 Penalty: 968.822449
	Iteration 14Q: 3 clusters Score -2716928 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2717217.250000 Penalty: 968.822449
	Iteration 15Q: 3 clusters Score -2717217 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2717514.500000 Penalty: 968.822449
	Iteration 16Q: 3 clusters Score -2717514 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2717790.250000 Penalty: 968.822449
	Iteration 17Q: 3 clusters Score -2717790 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2718063.000000 Penalty: 968.822449
	Iteration 18Q: 3 clusters Score -2718063 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2718305.750000 Penalty: 968.822449
	Iteration 19Q: 3 clusters Score -2718306 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2718521.000000 Penalty: 968.822449
	Iteration 20F: 3 clusters Score -2718521 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2718710.750000 Penalty: 968.822449
	Iteration 21Q: 3 clusters Score -2718711 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2718858.250000 Penalty: 968.822449
	Iteration 22Q: 3 clusters Score -2718858 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2718981.250000 Penalty: 968.822449
	Iteration 23Q: 3 clusters Score -2718981 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2719120.250000 Penalty: 968.822449
	Iteration 24Q: 3 clusters Score -2719120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2719241.500000 Penalty: 968.822449
	Iteration 25Q: 3 clusters Score -2719242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2719378.250000 Penalty: 968.822449
	Iteration 26Q: 3 clusters Score -2719378 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2719485.250000 Penalty: 968.822449
	Iteration 27Q: 3 clusters Score -2719485 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2719620.000000 Penalty: 968.822449
	Iteration 28Q: 3 clusters Score -2719620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2719760.250000 Penalty: 968.822449
	Iteration 29Q: 3 clusters Score -2719760 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2719874.000000 Penalty: 968.822449
	Iteration 30Q: 3 clusters Score -2719874 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2719973.500000 Penalty: 968.822449
	Iteration 31Q: 3 clusters Score -2719974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2720054.500000 Penalty: 968.822449
	Iteration 32Q: 3 clusters Score -2720054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2720163.250000 Penalty: 968.822449
	Iteration 33Q: 3 clusters Score -2720163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2720229.750000 Penalty: 968.822449
	Iteration 34Q: 3 clusters Score -2720230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2720297.000000 Penalty: 968.822449
	Iteration 35Q: 3 clusters Score -2720297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2720342.250000 Penalty: 968.822449
	Iteration 36Q: 3 clusters Score -2720342 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2720375.750000 Penalty: 968.822449
	Iteration 37Q: 3 clusters Score -2720376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2720418.500000 Penalty: 968.822449
	Iteration 38Q: 3 clusters Score -2720418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2720434.000000 Penalty: 968.822449
	Iteration 39Q: 3 clusters Score -2720434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2720458.000000 Penalty: 968.822449
	Iteration 40F: 3 clusters Score -2720458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2720468.500000 Penalty: 968.822449
	Iteration 41Q: 3 clusters Score -2720468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2720472.500000 Penalty: 968.822449
	Iteration 42Q: 3 clusters Score -2720472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2720483.000000 Penalty: 968.822449
	Iteration 43Q: 3 clusters Score -2720483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2720482.000000 Penalty: 968.822449
	Iteration 44Q: 3 clusters Score -2720482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2720490.250000 Penalty: 968.822449
	Iteration 45Q: 3 clusters Score -2720490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2720496.750000 Penalty: 968.822449
	Iteration 46Q: 3 clusters Score -2720497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2720498.250000 Penalty: 968.822449
	Iteration 47Q: 3 clusters Score -2720498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2720501.250000 Penalty: 968.822449
	Iteration 48Q: 3 clusters Score -2720501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2720510.000000 Penalty: 968.822449
	Iteration 49Q: 3 clusters Score -2720510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2720514.500000 Penalty: 968.822449
	Iteration 50Q: 3 clusters Score -2720514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2720517.250000 Penalty: 968.822449
	Iteration 51Q: 3 clusters Score -2720517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2720518.250000 Penalty: 968.822449
	Iteration 52Q: 3 clusters Score -2720518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2720517.250000 Penalty: 968.822449
	Iteration 53Q: 3 clusters Score -2720517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2720524.000000 Penalty: 968.822449
	Iteration 54Q: 3 clusters Score -2720524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2720522.250000 Penalty: 968.822449
	Iteration 55Q: 3 clusters Score -2720522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2720524.250000 Penalty: 968.822449
	Iteration 56Q: 3 clusters Score -2720524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2720525.000000 Penalty: 968.822449
	Iteration 57Q: 3 clusters Score -2720525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2720524.750000 Penalty: 968.822449
	Iteration 58Q: 3 clusters Score -2720525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2720527.750000 Penalty: 968.822449
	Iteration 59Q: 3 clusters Score -2720528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2720530.750000 Penalty: 968.822449
	Iteration 60F: 3 clusters Score -2720531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2720532.750000 Penalty: 968.822449
	Iteration 61Q: 3 clusters Score -2720533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2720539.500000 Penalty: 968.822449
	Iteration 62Q: 3 clusters Score -2720540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2720535.000000 Penalty: 968.822449
	Iteration 63Q: 3 clusters Score -2720535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2720538.500000 Penalty: 968.822449
	Iteration 64Q: 3 clusters Score -2720538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2720539.500000 Penalty: 968.822449
	Iteration 65Q: 3 clusters Score -2720540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2720539.250000 Penalty: 968.822449
	Iteration 66Q: 3 clusters Score -2720539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2720537.750000 Penalty: 968.822449
	Iteration 67Q: 3 clusters Score -2720538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2720538.750000 Penalty: 968.822449
	Iteration 68Q: 3 clusters Score -2720539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2720539.250000 Penalty: 968.822449
	Iteration 69Q: 3 clusters Score -2720539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2720537.500000 Penalty: 968.822449
	Iteration 70Q: 3 clusters Score -2720538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2720537.000000 Penalty: 968.822449
	Iteration 71Q: 3 clusters Score -2720537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2720537.000000 Penalty: 968.822449
	Iteration 72F: 3 clusters Score -2720537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Entering Unmasked Estep 
Score: -253624.171875 Penalty: 376.320526
	Iteration 0F: 2 clusters Score -253624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -250917.421875 Penalty: 752.641052
	Iteration 0F: 3 clusters Score -250917.4 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -251936.734375 Penalty: 752.641052
	Iteration 1F: 3 clusters Score -251936.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -252113.171875 Penalty: 752.641052
	Iteration 2F: 3 clusters Score -252113.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -252318.625000 Penalty: 752.641052
	Iteration 3F: 3 clusters Score -252318.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -252532.937500 Penalty: 752.641052
	Iteration 4F: 3 clusters Score -252532.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -252731.671875 Penalty: 752.641052
	Iteration 5F: 3 clusters Score -252731.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -252860.609375 Penalty: 752.641052
	Iteration 6F: 3 clusters Score -252860.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -252931.828125 Penalty: 752.641052
	Iteration 7Q: 3 clusters Score -252931.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -252987.890625 Penalty: 752.641052
	Iteration 8Q: 3 clusters Score -252987.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -253014.234375 Penalty: 752.641052
	Iteration 9Q: 3 clusters Score -253014.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -253035.843750 Penalty: 752.641052
	Iteration 10Q: 3 clusters Score -253035.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -253052.687500 Penalty: 752.641052
	Iteration 11Q: 3 clusters Score -253052.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -253064.578125 Penalty: 752.641052
	Iteration 12Q: 3 clusters Score -253064.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -253077.203125 Penalty: 752.641052
	Iteration 13Q: 3 clusters Score -253077.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -253086.093750 Penalty: 752.641052
	Iteration 14Q: 3 clusters Score -253086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -253091.562500 Penalty: 752.641052
	Iteration 15Q: 3 clusters Score -253091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -253098.500000 Penalty: 752.641052
	Iteration 16Q: 3 clusters Score -253098.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -253109.156250 Penalty: 752.641052
	Iteration 17Q: 3 clusters Score -253109.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -253123.453125 Penalty: 752.641052
	Iteration 18Q: 3 clusters Score -253123.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -253133.265625 Penalty: 752.641052
	Iteration 19Q: 3 clusters Score -253133.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -253141.390625 Penalty: 752.641052
	Iteration 20F: 3 clusters Score -253141.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -253146.562500 Penalty: 752.641052
	Iteration 21Q: 3 clusters Score -253146.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -253150.843750 Penalty: 752.641052
	Iteration 22Q: 3 clusters Score -253150.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -253156.296875 Penalty: 752.641052
	Iteration 23Q: 3 clusters Score -253156.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -253163.531250 Penalty: 752.641052
	Iteration 24Q: 3 clusters Score -253163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -253168.875000 Penalty: 752.641052
	Iteration 25Q: 3 clusters Score -253168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -253171.859375 Penalty: 752.641052
	Iteration 26Q: 3 clusters Score -253171.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -253176.359375 Penalty: 752.641052
	Iteration 27Q: 3 clusters Score -253176.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -253180.656250 Penalty: 752.641052
	Iteration 28Q: 3 clusters Score -253180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -253183.359375 Penalty: 752.641052
	Iteration 29Q: 3 clusters Score -253183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -253185.187500 Penalty: 752.641052
	Iteration 30Q: 3 clusters Score -253185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -253188.453125 Penalty: 752.641052
	Iteration 31Q: 3 clusters Score -253188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -253191.625000 Penalty: 752.641052
	Iteration 32Q: 3 clusters Score -253191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -253194.718750 Penalty: 752.641052
	Iteration 33Q: 3 clusters Score -253194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -253197.656250 Penalty: 752.641052
	Iteration 34Q: 3 clusters Score -253197.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -253201.437500 Penalty: 752.641052
	Iteration 35Q: 3 clusters Score -253201.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -253205.609375 Penalty: 752.641052
	Iteration 36Q: 3 clusters Score -253205.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253207.703125 Penalty: 752.641052
	Iteration 37Q: 3 clusters Score -253207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -253210.343750 Penalty: 752.641052
	Iteration 38Q: 3 clusters Score -253210.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -253212.468750 Penalty: 752.641052
	Iteration 39Q: 3 clusters Score -253212.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -253215.281250 Penalty: 752.641052
	Iteration 40F: 3 clusters Score -253215.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -253218.296875 Penalty: 752.641052
	Iteration 41Q: 3 clusters Score -253218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -253220.781250 Penalty: 752.641052
	Iteration 42Q: 3 clusters Score -253220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -253223.437500 Penalty: 752.641052
	Iteration 43Q: 3 clusters Score -253223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253225.109375 Penalty: 752.641052
	Iteration 44Q: 3 clusters Score -253225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -253226.093750 Penalty: 752.641052
	Iteration 45Q: 3 clusters Score -253226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253226.796875 Penalty: 752.641052
	Iteration 46Q: 3 clusters Score -253226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253226.625000 Penalty: 752.641052
	Iteration 47Q: 3 clusters Score -253226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253226.921875 Penalty: 752.641052
	Iteration 48Q: 3 clusters Score -253226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -253227.281250 Penalty: 752.641052
	Iteration 49Q: 3 clusters Score -253227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253227.671875 Penalty: 752.641052
	Iteration 50Q: 3 clusters Score -253227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -253228.562500 Penalty: 752.641052
	Iteration 51Q: 3 clusters Score -253228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253229.203125 Penalty: 752.641052
	Iteration 52Q: 3 clusters Score -253229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253230.281250 Penalty: 752.641052
	Iteration 53Q: 3 clusters Score -253230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -253231.359375 Penalty: 752.641052
	Iteration 54Q: 3 clusters Score -253231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -253232.000000 Penalty: 752.641052
	Iteration 55Q: 3 clusters Score -253232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -253232.578125 Penalty: 752.641052
	Iteration 56Q: 3 clusters Score -253232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -253232.359375 Penalty: 752.641052
	Iteration 57Q: 3 clusters Score -253232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -253233.125000 Penalty: 752.641052
	Iteration 58Q: 3 clusters Score -253233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -253233.500000 Penalty: 752.641052
	Iteration 59Q: 3 clusters Score -253233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -253233.156250 Penalty: 752.641052
	Iteration 60F: 3 clusters Score -253233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -253233.968750 Penalty: 752.641052
	Iteration 61Q: 3 clusters Score -253234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -253233.859375 Penalty: 752.641052
	Iteration 62Q: 3 clusters Score -253233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -253233.734375 Penalty: 752.641052
	Iteration 63Q: 3 clusters Score -253233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253234.218750 Penalty: 752.641052
	Iteration 64Q: 3 clusters Score -253234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -253234.703125 Penalty: 752.641052
	Iteration 65Q: 3 clusters Score -253234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -253235.484375 Penalty: 752.641052
	Iteration 66Q: 3 clusters Score -253235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -253235.078125 Penalty: 752.641052
	Iteration 67Q: 3 clusters Score -253235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -253234.953125 Penalty: 752.641052
	Iteration 68Q: 3 clusters Score -253235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -253234.953125 Penalty: 752.641052
	Iteration 69F: 3 clusters Score -253235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -219027.406250 Penalty: 371.121216
	Iteration 0F: 2 clusters Score -219027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -216606.984375 Penalty: 742.242432
	Iteration 0F: 3 clusters Score -216607 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -217433.406250 Penalty: 742.242432
	Iteration 1F: 3 clusters Score -217433.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -217514.109375 Penalty: 742.242432
	Iteration 2F: 3 clusters Score -217514.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -217559.015625 Penalty: 742.242432
	Iteration 3Q: 3 clusters Score -217559 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -217592.031250 Penalty: 742.242432
	Iteration 4Q: 3 clusters Score -217592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -217628.265625 Penalty: 742.242432
	Iteration 5Q: 3 clusters Score -217628.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -217664.281250 Penalty: 742.242432
	Iteration 6Q: 3 clusters Score -217664.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -217705.515625 Penalty: 742.242432
	Iteration 7Q: 3 clusters Score -217705.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -217751.078125 Penalty: 742.242432
	Iteration 8Q: 3 clusters Score -217751.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -217812.734375 Penalty: 742.242432
	Iteration 9Q: 3 clusters Score -217812.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -217906.796875 Penalty: 742.242432
	Iteration 10Q: 3 clusters Score -217906.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -218023.281250 Penalty: 742.242432
	Iteration 11Q: 3 clusters Score -218023.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218138.734375 Penalty: 742.242432
	Iteration 12Q: 3 clusters Score -218138.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -218269.437500 Penalty: 742.242432
	Iteration 13Q: 3 clusters Score -218269.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -218377.515625 Penalty: 742.242432
	Iteration 14Q: 3 clusters Score -218377.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -218431.406250 Penalty: 742.242432
	Iteration 15Q: 3 clusters Score -218431.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -218469.406250 Penalty: 742.242432
	Iteration 16Q: 3 clusters Score -218469.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218491.765625 Penalty: 742.242432
	Iteration 17Q: 3 clusters Score -218491.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -218505.234375 Penalty: 742.242432
	Iteration 18Q: 3 clusters Score -218505.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -218511.437500 Penalty: 742.242432
	Iteration 19Q: 3 clusters Score -218511.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -218516.343750 Penalty: 742.242432
	Iteration 20F: 3 clusters Score -218516.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -218524.093750 Penalty: 742.242432
	Iteration 21Q: 3 clusters Score -218524.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -218533.375000 Penalty: 742.242432
	Iteration 22Q: 3 clusters Score -218533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -218538.078125 Penalty: 742.242432
	Iteration 23Q: 3 clusters Score -218538.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -218542.015625 Penalty: 742.242432
	Iteration 24Q: 3 clusters Score -218542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -218552.796875 Penalty: 742.242432
	Iteration 25Q: 3 clusters Score -218552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -218565.312500 Penalty: 742.242432
	Iteration 26Q: 3 clusters Score -218565.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -218576.609375 Penalty: 742.242432
	Iteration 27Q: 3 clusters Score -218576.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -218585.593750 Penalty: 742.242432
	Iteration 28Q: 3 clusters Score -218585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -218591.031250 Penalty: 742.242432
	Iteration 29Q: 3 clusters Score -218591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -218596.062500 Penalty: 742.242432
	Iteration 30Q: 3 clusters Score -218596.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -218599.109375 Penalty: 742.242432
	Iteration 31Q: 3 clusters Score -218599.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -218600.781250 Penalty: 742.242432
	Iteration 32Q: 3 clusters Score -218600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -218604.343750 Penalty: 742.242432
	Iteration 33Q: 3 clusters Score -218604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -218607.000000 Penalty: 742.242432
	Iteration 34Q: 3 clusters Score -218607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -218609.390625 Penalty: 742.242432
	Iteration 35Q: 3 clusters Score -218609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -218611.203125 Penalty: 742.242432
	Iteration 36Q: 3 clusters Score -218611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -218611.546875 Penalty: 742.242432
	Iteration 37Q: 3 clusters Score -218611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -218612.984375 Penalty: 742.242432
	Iteration 38Q: 3 clusters Score -218613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -218615.187500 Penalty: 742.242432
	Iteration 39Q: 3 clusters Score -218615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -218617.234375 Penalty: 742.242432
	Iteration 40F: 3 clusters Score -218617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -218619.343750 Penalty: 742.242432
	Iteration 41Q: 3 clusters Score -218619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -218621.500000 Penalty: 742.242432
	Iteration 42Q: 3 clusters Score -218621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -218623.156250 Penalty: 742.242432
	Iteration 43Q: 3 clusters Score -218623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -218623.640625 Penalty: 742.242432
	Iteration 44Q: 3 clusters Score -218623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -218624.625000 Penalty: 742.242432
	Iteration 45Q: 3 clusters Score -218624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -218626.406250 Penalty: 742.242432
	Iteration 46Q: 3 clusters Score -218626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -218628.000000 Penalty: 742.242432
	Iteration 47Q: 3 clusters Score -218628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -218630.812500 Penalty: 742.242432
	Iteration 48Q: 3 clusters Score -218630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -218632.421875 Penalty: 742.242432
	Iteration 49Q: 3 clusters Score -218632.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -218634.765625 Penalty: 742.242432
	Iteration 50Q: 3 clusters Score -218634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -218636.296875 Penalty: 742.242432
	Iteration 51Q: 3 clusters Score -218636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -218637.734375 Penalty: 742.242432
	Iteration 52Q: 3 clusters Score -218637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -218640.234375 Penalty: 742.242432
	Iteration 53Q: 3 clusters Score -218640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -218641.750000 Penalty: 742.242432
	Iteration 54Q: 3 clusters Score -218641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -218644.531250 Penalty: 742.242432
	Iteration 55Q: 3 clusters Score -218644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -218647.906250 Penalty: 742.242432
	Iteration 56Q: 3 clusters Score -218647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -218649.796875 Penalty: 742.242432
	Iteration 57Q: 3 clusters Score -218649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -218651.578125 Penalty: 742.242432
	Iteration 58Q: 3 clusters Score -218651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -218655.203125 Penalty: 742.242432
	Iteration 59Q: 3 clusters Score -218655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -218657.437500 Penalty: 742.242432
	Iteration 60F: 3 clusters Score -218657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -218660.546875 Penalty: 742.242432
	Iteration 61Q: 3 clusters Score -218660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -218661.593750 Penalty: 742.242432
	Iteration 62Q: 3 clusters Score -218661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -218665.312500 Penalty: 742.242432
	Iteration 63Q: 3 clusters Score -218665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -218668.765625 Penalty: 742.242432
	Iteration 64Q: 3 clusters Score -218668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -218670.656250 Penalty: 742.242432
	Iteration 65Q: 3 clusters Score -218670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -218672.468750 Penalty: 742.242432
	Iteration 66Q: 3 clusters Score -218672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -218674.953125 Penalty: 742.242432
	Iteration 67Q: 3 clusters Score -218675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -218676.359375 Penalty: 742.242432
	Iteration 68Q: 3 clusters Score -218676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -218678.093750 Penalty: 742.242432
	Iteration 69Q: 3 clusters Score -218678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -218679.046875 Penalty: 742.242432
	Iteration 70Q: 3 clusters Score -218679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -218679.453125 Penalty: 742.242432
	Iteration 71Q: 3 clusters Score -218679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -218679.312500 Penalty: 742.242432
	Iteration 72Q: 3 clusters Score -218679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -218679.515625 Penalty: 742.242432
	Iteration 73Q: 3 clusters Score -218679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -218679.640625 Penalty: 742.242432
	Iteration 74Q: 3 clusters Score -218679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -218679.593750 Penalty: 742.242432
	Iteration 75Q: 3 clusters Score -218679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -218680.156250 Penalty: 742.242432
	Iteration 76Q: 3 clusters Score -218680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -218680.703125 Penalty: 742.242432
	Iteration 77Q: 3 clusters Score -218680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -218681.796875 Penalty: 742.242432
	Iteration 78Q: 3 clusters Score -218681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -218683.171875 Penalty: 742.242432
	Iteration 79Q: 3 clusters Score -218683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -218685.015625 Penalty: 742.242432
	Iteration 80F: 3 clusters Score -218685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -218686.921875 Penalty: 742.242432
	Iteration 81Q: 3 clusters Score -218686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -218688.093750 Penalty: 742.242432
	Iteration 82Q: 3 clusters Score -218688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -218688.984375 Penalty: 742.242432
	Iteration 83Q: 3 clusters Score -218689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -218692.218750 Penalty: 742.242432
	Iteration 84Q: 3 clusters Score -218692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -218696.328125 Penalty: 742.242432
	Iteration 85Q: 3 clusters Score -218696.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -218699.234375 Penalty: 742.242432
	Iteration 86Q: 3 clusters Score -218699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -218702.578125 Penalty: 742.242432
	Iteration 87Q: 3 clusters Score -218702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -218705.125000 Penalty: 742.242432
	Iteration 88Q: 3 clusters Score -218705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -218705.812500 Penalty: 742.242432
	Iteration 89Q: 3 clusters Score -218705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -218706.593750 Penalty: 742.242432
	Iteration 90Q: 3 clusters Score -218706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -218706.593750 Penalty: 742.242432
	Iteration 91F: 3 clusters Score -218706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Entering Unmasked Estep 
Score: -569148.375000 Penalty: 412.608368
	Iteration 0F: 2 clusters Score -569148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -563366.187500 Penalty: 825.216736
	Iteration 0F: 3 clusters Score -563366.2 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -565607.250000 Penalty: 825.216736
	Iteration 1F: 3 clusters Score -565607.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -565760.125000 Penalty: 825.216736
	Iteration 2Q: 3 clusters Score -565760.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -565931.437500 Penalty: 825.216736
	Iteration 3Q: 3 clusters Score -565931.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -566201.687500 Penalty: 825.216736
	Iteration 4F: 3 clusters Score -566201.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -566576.625000 Penalty: 825.216736
	Iteration 5F: 3 clusters Score -566576.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -567002.062500 Penalty: 825.216736
	Iteration 6F: 3 clusters Score -567002.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -567411.937500 Penalty: 825.216736
	Iteration 7F: 3 clusters Score -567411.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -567738.000000 Penalty: 825.216736
	Iteration 8Q: 3 clusters Score -567738 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -567973.062500 Penalty: 825.216736
	Iteration 9Q: 3 clusters Score -567973.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -568156.312500 Penalty: 825.216736
	Iteration 10Q: 3 clusters Score -568156.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -568307.312500 Penalty: 825.216736
	Iteration 11Q: 3 clusters Score -568307.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -568398.562500 Penalty: 825.216736
	Iteration 12Q: 3 clusters Score -568398.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -568464.500000 Penalty: 825.216736
	Iteration 13Q: 3 clusters Score -568464.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -568504.937500 Penalty: 825.216736
	Iteration 14Q: 3 clusters Score -568504.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -568548.437500 Penalty: 825.216736
	Iteration 15Q: 3 clusters Score -568548.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -568578.875000 Penalty: 825.216736
	Iteration 16Q: 3 clusters Score -568578.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -568598.562500 Penalty: 825.216736
	Iteration 17Q: 3 clusters Score -568598.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -568616.250000 Penalty: 825.216736
	Iteration 18Q: 3 clusters Score -568616.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -568627.875000 Penalty: 825.216736
	Iteration 19Q: 3 clusters Score -568627.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -568633.875000 Penalty: 825.216736
	Iteration 20F: 3 clusters Score -568633.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -568646.250000 Penalty: 825.216736
	Iteration 21Q: 3 clusters Score -568646.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -568657.375000 Penalty: 825.216736
	Iteration 22Q: 3 clusters Score -568657.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -568664.062500 Penalty: 825.216736
	Iteration 23Q: 3 clusters Score -568664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -568674.250000 Penalty: 825.216736
	Iteration 24Q: 3 clusters Score -568674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -568685.375000 Penalty: 825.216736
	Iteration 25Q: 3 clusters Score -568685.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -568691.750000 Penalty: 825.216736
	Iteration 26Q: 3 clusters Score -568691.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -568697.062500 Penalty: 825.216736
	Iteration 27Q: 3 clusters Score -568697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -568699.187500 Penalty: 825.216736
	Iteration 28Q: 3 clusters Score -568699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -568701.750000 Penalty: 825.216736
	Iteration 29Q: 3 clusters Score -568701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -568704.812500 Penalty: 825.216736
	Iteration 30Q: 3 clusters Score -568704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -568706.062500 Penalty: 825.216736
	Iteration 31Q: 3 clusters Score -568706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -568707.250000 Penalty: 825.216736
	Iteration 32Q: 3 clusters Score -568707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -568709.937500 Penalty: 825.216736
	Iteration 33Q: 3 clusters Score -568709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -568709.562500 Penalty: 825.216736
	Iteration 34Q: 3 clusters Score -568709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -568709.750000 Penalty: 825.216736
	Iteration 35Q: 3 clusters Score -568709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -568711.312500 Penalty: 825.216736
	Iteration 36Q: 3 clusters Score -568711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -568714.375000 Penalty: 825.216736
	Iteration 37Q: 3 clusters Score -568714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -568714.875000 Penalty: 825.216736
	Iteration 38Q: 3 clusters Score -568714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -568716.312500 Penalty: 825.216736
	Iteration 39Q: 3 clusters Score -568716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -568719.062500 Penalty: 825.216736
	Iteration 40F: 3 clusters Score -568719.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -568722.250000 Penalty: 825.216736
	Iteration 41Q: 3 clusters Score -568722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -568726.500000 Penalty: 825.216736
	Iteration 42Q: 3 clusters Score -568726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -568729.500000 Penalty: 825.216736
	Iteration 43Q: 3 clusters Score -568729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -568730.562500 Penalty: 825.216736
	Iteration 44Q: 3 clusters Score -568730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -568730.562500 Penalty: 825.216736
	Iteration 45Q: 3 clusters Score -568730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -568731.125000 Penalty: 825.216736
	Iteration 46Q: 3 clusters Score -568731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -568731.187500 Penalty: 825.216736
	Iteration 47Q: 3 clusters Score -568731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -568731.187500 Penalty: 825.216736
	Iteration 48F: 3 clusters Score -568731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -73685.187500 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -73685.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -72756.242188 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -72756.24 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -73039.906250 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -73039.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -73105.992188 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -73105.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -73154.546875 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -73154.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -73201.164062 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -73201.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -73239.828125 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -73239.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -73268.789062 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -73268.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -73292.156250 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -73292.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73302.164062 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -73302.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73311.875000 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -73311.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73319.500000 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -73319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -73323.828125 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -73323.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73325.203125 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -73325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -73326.226562 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -73326.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -73328.078125 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -73328.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73329.687500 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -73329.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73331.476562 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -73331.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73332.320312 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -73332.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -73333.171875 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -73333.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73334.132812 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -73334.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -73335.851562 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -73335.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73339.156250 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -73339.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73344.296875 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -73344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73348.367188 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -73348.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73351.031250 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -73351.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73353.156250 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -73353.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73356.179688 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -73356.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73363.609375 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -73363.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73370.273438 Penalty: 643.126099
	Iteration 28Q: 3 clusters Score -73370.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73374.468750 Penalty: 643.126099
	Iteration 29Q: 3 clusters Score -73374.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73375.562500 Penalty: 643.126099
	Iteration 30Q: 3 clusters Score -73375.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73377.742188 Penalty: 643.126099
	Iteration 31Q: 3 clusters Score -73377.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73380.406250 Penalty: 643.126099
	Iteration 32Q: 3 clusters Score -73380.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73382.507812 Penalty: 643.126099
	Iteration 33Q: 3 clusters Score -73382.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73384.296875 Penalty: 643.126099
	Iteration 34Q: 3 clusters Score -73384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73386.968750 Penalty: 643.126099
	Iteration 35Q: 3 clusters Score -73386.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73390.093750 Penalty: 643.126099
	Iteration 36Q: 3 clusters Score -73390.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73394.179688 Penalty: 643.126099
	Iteration 37Q: 3 clusters Score -73394.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73395.710938 Penalty: 643.126099
	Iteration 38Q: 3 clusters Score -73395.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73398.210938 Penalty: 643.126099
	Iteration 39Q: 3 clusters Score -73398.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73399.992188 Penalty: 643.126099
	Iteration 40F: 3 clusters Score -73399.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73402.882812 Penalty: 643.126099
	Iteration 41Q: 3 clusters Score -73402.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73403.875000 Penalty: 643.126099
	Iteration 42Q: 3 clusters Score -73403.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73404.882812 Penalty: 643.126099
	Iteration 43Q: 3 clusters Score -73404.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73406.976562 Penalty: 643.126099
	Iteration 44Q: 3 clusters Score -73406.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73408.304688 Penalty: 643.126099
	Iteration 45Q: 3 clusters Score -73408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73410.054688 Penalty: 643.126099
	Iteration 46Q: 3 clusters Score -73410.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73412.632812 Penalty: 643.126099
	Iteration 47Q: 3 clusters Score -73412.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73414.820312 Penalty: 643.126099
	Iteration 48Q: 3 clusters Score -73414.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73416.632812 Penalty: 643.126099
	Iteration 49Q: 3 clusters Score -73416.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73417.132812 Penalty: 643.126099
	Iteration 50Q: 3 clusters Score -73417.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73417.132812 Penalty: 643.126099
	Iteration 51F: 3 clusters Score -73417.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Entering Unmasked Estep 
Score: -4786790.000000 Penalty: 512.360718
	Iteration 0F: 2 clusters Score -4786790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4734363.000000 Penalty: 1024.721436
	Iteration 0F: 3 clusters Score -4734363 nChanged 37996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4756650.000000 Penalty: 1024.721436
	Iteration 1F: 3 clusters Score -4756650 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4757729.500000 Penalty: 1024.721436
	Iteration 2Q: 3 clusters Score -4757730 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4759371.000000 Penalty: 1024.721436
	Iteration 3Q: 3 clusters Score -4759371 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4762136.000000 Penalty: 1024.721436
	Iteration 4F: 3 clusters Score -4762136 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4765903.500000 Penalty: 1024.721436
	Iteration 5F: 3 clusters Score -4765904 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4769984.000000 Penalty: 1024.721436
	Iteration 6F: 3 clusters Score -4769984 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4772556.000000 Penalty: 1024.721436
	Iteration 7F: 3 clusters Score -4772556 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4773402.500000 Penalty: 1024.721436
	Iteration 8Q: 3 clusters Score -4773402 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4773638.000000 Penalty: 1024.721436
	Iteration 9Q: 3 clusters Score -4773638 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4773792.500000 Penalty: 1024.721436
	Iteration 10Q: 3 clusters Score -4773792 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4773935.000000 Penalty: 1024.721436
	Iteration 11Q: 3 clusters Score -4773935 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4774120.500000 Penalty: 1024.721436
	Iteration 12Q: 3 clusters Score -4774120 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4774281.000000 Penalty: 1024.721436
	Iteration 13Q: 3 clusters Score -4774281 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -4774395.500000 Penalty: 1024.721436
	Iteration 14Q: 3 clusters Score -4774396 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4774546.000000 Penalty: 1024.721436
	Iteration 15Q: 3 clusters Score -4774546 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -4774674.000000 Penalty: 1024.721436
	Iteration 16Q: 3 clusters Score -4774674 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4774771.500000 Penalty: 1024.721436
	Iteration 17Q: 3 clusters Score -4774772 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4774866.000000 Penalty: 1024.721436
	Iteration 18Q: 3 clusters Score -4774866 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4774977.000000 Penalty: 1024.721436
	Iteration 19Q: 3 clusters Score -4774977 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4775048.000000 Penalty: 1024.721436
	Iteration 20F: 3 clusters Score -4775048 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4775130.000000 Penalty: 1024.721436
	Iteration 21Q: 3 clusters Score -4775130 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4775248.000000 Penalty: 1024.721436
	Iteration 22Q: 3 clusters Score -4775248 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4775324.500000 Penalty: 1024.721436
	Iteration 23Q: 3 clusters Score -4775324 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4775376.000000 Penalty: 1024.721436
	Iteration 24Q: 3 clusters Score -4775376 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -4775439.500000 Penalty: 1024.721436
	Iteration 25Q: 3 clusters Score -4775440 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4775485.500000 Penalty: 1024.721436
	Iteration 26Q: 3 clusters Score -4775486 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4775560.000000 Penalty: 1024.721436
	Iteration 27Q: 3 clusters Score -4775560 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4775600.000000 Penalty: 1024.721436
	Iteration 28Q: 3 clusters Score -4775600 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4775658.000000 Penalty: 1024.721436
	Iteration 29Q: 3 clusters Score -4775658 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -4775697.000000 Penalty: 1024.721436
	Iteration 30Q: 3 clusters Score -4775697 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4775761.500000 Penalty: 1024.721436
	Iteration 31Q: 3 clusters Score -4775762 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4775815.500000 Penalty: 1024.721436
	Iteration 32Q: 3 clusters Score -4775816 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4775848.500000 Penalty: 1024.721436
	Iteration 33Q: 3 clusters Score -4775848 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4775896.500000 Penalty: 1024.721436
	Iteration 34Q: 3 clusters Score -4775896 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4775951.500000 Penalty: 1024.721436
	Iteration 35Q: 3 clusters Score -4775952 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4776006.500000 Penalty: 1024.721436
	Iteration 36Q: 3 clusters Score -4776006 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4776040.500000 Penalty: 1024.721436
	Iteration 37Q: 3 clusters Score -4776040 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4776121.500000 Penalty: 1024.721436
	Iteration 38Q: 3 clusters Score -4776122 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4776194.000000 Penalty: 1024.721436
	Iteration 39Q: 3 clusters Score -4776194 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4776255.000000 Penalty: 1024.721436
	Iteration 40F: 3 clusters Score -4776255 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4776369.500000 Penalty: 1024.721436
	Iteration 41Q: 3 clusters Score -4776370 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4776510.500000 Penalty: 1024.721436
	Iteration 42Q: 3 clusters Score -4776510 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4776715.000000 Penalty: 1024.721436
	Iteration 43Q: 3 clusters Score -4776715 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4776963.000000 Penalty: 1024.721436
	Iteration 44Q: 3 clusters Score -4776963 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4777244.000000 Penalty: 1024.721436
	Iteration 45Q: 3 clusters Score -4777244 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4777567.500000 Penalty: 1024.721436
	Iteration 46Q: 3 clusters Score -4777568 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4778062.000000 Penalty: 1024.721436
	Iteration 47Q: 3 clusters Score -4778062 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -4778523.500000 Penalty: 1024.721436
	Iteration 48Q: 3 clusters Score -4778524 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4779088.500000 Penalty: 1024.721436
	Iteration 49Q: 3 clusters Score -4779088 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4779778.000000 Penalty: 1024.721436
	Iteration 50Q: 3 clusters Score -4779778 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4780628.000000 Penalty: 1024.721436
	Iteration 51Q: 3 clusters Score -4780628 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4781517.500000 Penalty: 1024.721436
	Iteration 52Q: 3 clusters Score -4781518 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4782475.000000 Penalty: 1024.721436
	Iteration 53Q: 3 clusters Score -4782475 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4783395.500000 Penalty: 1024.721436
	Iteration 54Q: 3 clusters Score -4783396 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4784095.000000 Penalty: 1024.721436
	Iteration 55Q: 3 clusters Score -4784095 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4784658.500000 Penalty: 1024.721436
	Iteration 56Q: 3 clusters Score -4784658 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4785046.000000 Penalty: 1024.721436
	Iteration 57Q: 3 clusters Score -4785046 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4785357.500000 Penalty: 1024.721436
	Iteration 58Q: 3 clusters Score -4785358 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4785606.500000 Penalty: 1024.721436
	Iteration 59Q: 3 clusters Score -4785606 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4785795.500000 Penalty: 1024.721436
	Iteration 60F: 3 clusters Score -4785796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4785905.500000 Penalty: 1024.721436
	Iteration 61Q: 3 clusters Score -4785906 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4785995.000000 Penalty: 1024.721436
	Iteration 62Q: 3 clusters Score -4785995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4786081.000000 Penalty: 1024.721436
	Iteration 63Q: 3 clusters Score -4786081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4786121.000000 Penalty: 1024.721436
	Iteration 64Q: 3 clusters Score -4786121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4786161.500000 Penalty: 1024.721436
	Iteration 65Q: 3 clusters Score -4786162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4786188.000000 Penalty: 1024.721436
	Iteration 66Q: 3 clusters Score -4786188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4786213.000000 Penalty: 1024.721436
	Iteration 67Q: 3 clusters Score -4786213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4786244.000000 Penalty: 1024.721436
	Iteration 68Q: 3 clusters Score -4786244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4786258.000000 Penalty: 1024.721436
	Iteration 69Q: 3 clusters Score -4786258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4786277.000000 Penalty: 1024.721436
	Iteration 70Q: 3 clusters Score -4786277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4786286.000000 Penalty: 1024.721436
	Iteration 71Q: 3 clusters Score -4786286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4786296.500000 Penalty: 1024.721436
	Iteration 72Q: 3 clusters Score -4786296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4786301.000000 Penalty: 1024.721436
	Iteration 73Q: 3 clusters Score -4786301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4786307.000000 Penalty: 1024.721436
	Iteration 74Q: 3 clusters Score -4786307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4786321.000000 Penalty: 1024.721436
	Iteration 75Q: 3 clusters Score -4786321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4786319.500000 Penalty: 1024.721436
	Iteration 76Q: 3 clusters Score -4786320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4786323.000000 Penalty: 1024.721436
	Iteration 77Q: 3 clusters Score -4786323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4786327.000000 Penalty: 1024.721436
	Iteration 78Q: 3 clusters Score -4786327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4786331.500000 Penalty: 1024.721436
	Iteration 79Q: 3 clusters Score -4786332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4786333.500000 Penalty: 1024.721436
	Iteration 80F: 3 clusters Score -4786334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4786336.000000 Penalty: 1024.721436
	Iteration 81Q: 3 clusters Score -4786336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4786337.000000 Penalty: 1024.721436
	Iteration 82Q: 3 clusters Score -4786337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4786337.000000 Penalty: 1024.721436
	Iteration 83Q: 3 clusters Score -4786337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4786348.500000 Penalty: 1024.721436
	Iteration 84Q: 3 clusters Score -4786348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4786345.500000 Penalty: 1024.721436
	Iteration 85Q: 3 clusters Score -4786346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4786345.500000 Penalty: 1024.721436
	Iteration 86Q: 3 clusters Score -4786346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4786346.000000 Penalty: 1024.721436
	Iteration 87Q: 3 clusters Score -4786346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4786341.500000 Penalty: 1024.721436
	Iteration 88Q: 3 clusters Score -4786342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4786343.500000 Penalty: 1024.721436
	Iteration 89Q: 3 clusters Score -4786344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4786347.500000 Penalty: 1024.721436
	Iteration 90Q: 3 clusters Score -4786348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4786352.000000 Penalty: 1024.721436
	Iteration 91Q: 3 clusters Score -4786352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4786350.500000 Penalty: 1024.721436
	Iteration 92Q: 3 clusters Score -4786350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4786357.000000 Penalty: 1024.721436
	Iteration 93Q: 3 clusters Score -4786357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4786355.000000 Penalty: 1024.721436
	Iteration 94Q: 3 clusters Score -4786355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4786355.000000 Penalty: 1024.721436
	Iteration 95F: 3 clusters Score -4786355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -79794.406250 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -79794.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -78856.210938 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -78856.21 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79166.210938 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -79166.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -79224.781250 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -79224.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79265.273438 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -79265.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79304.882812 Penalty: 652.059937
	Iteration 4Q: 3 clusters Score -79304.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79339.476562 Penalty: 652.059937
	Iteration 5Q: 3 clusters Score -79339.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79367.359375 Penalty: 652.059937
	Iteration 6Q: 3 clusters Score -79367.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79388.585938 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -79388.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79406.453125 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -79406.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -79416.085938 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -79416.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79420.351562 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -79420.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79423.820312 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -79423.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79425.640625 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -79425.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79427.117188 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -79427.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79431.281250 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -79431.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -79434.281250 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -79434.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79435.640625 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -79435.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79436.609375 Penalty: 652.059937
	Iteration 17Q: 3 clusters Score -79436.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79437.625000 Penalty: 652.059937
	Iteration 18Q: 3 clusters Score -79437.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79439.351562 Penalty: 652.059937
	Iteration 19Q: 3 clusters Score -79439.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79439.906250 Penalty: 652.059937
	Iteration 20F: 3 clusters Score -79439.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -79441.281250 Penalty: 652.059937
	Iteration 21Q: 3 clusters Score -79441.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79442.265625 Penalty: 652.059937
	Iteration 22Q: 3 clusters Score -79442.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79443.835938 Penalty: 652.059937
	Iteration 23Q: 3 clusters Score -79443.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79444.695312 Penalty: 652.059937
	Iteration 24Q: 3 clusters Score -79444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79444.773438 Penalty: 652.059937
	Iteration 25Q: 3 clusters Score -79444.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79444.773438 Penalty: 652.059937
	Iteration 26F: 3 clusters Score -79444.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Entering Unmasked Estep 
Score: -2813610.250000 Penalty: 484.929932
	Iteration 0F: 2 clusters Score -2813610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2785793.750000 Penalty: 969.859863
	Iteration 0F: 3 clusters Score -2785794 nChanged 20477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2798373.500000 Penalty: 969.859863
	Iteration 1F: 3 clusters Score -2798374 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2799215.750000 Penalty: 969.859863
	Iteration 2Q: 3 clusters Score -2799216 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2800541.250000 Penalty: 969.859863
	Iteration 3F: 3 clusters Score -2800541 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2802626.750000 Penalty: 969.859863
	Iteration 4F: 3 clusters Score -2802627 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2804966.250000 Penalty: 969.859863
	Iteration 5F: 3 clusters Score -2804966 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2806356.750000 Penalty: 969.859863
	Iteration 6F: 3 clusters Score -2806357 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2806841.750000 Penalty: 969.859863
	Iteration 7Q: 3 clusters Score -2806842 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2806971.500000 Penalty: 969.859863
	Iteration 8Q: 3 clusters Score -2806972 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2807047.250000 Penalty: 969.859863
	Iteration 9Q: 3 clusters Score -2807047 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2807119.750000 Penalty: 969.859863
	Iteration 10Q: 3 clusters Score -2807120 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2807180.500000 Penalty: 969.859863
	Iteration 11Q: 3 clusters Score -2807180 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2807298.250000 Penalty: 969.859863
	Iteration 12Q: 3 clusters Score -2807298 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2807400.750000 Penalty: 969.859863
	Iteration 13Q: 3 clusters Score -2807401 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2807528.250000 Penalty: 969.859863
	Iteration 14Q: 3 clusters Score -2807528 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2807648.000000 Penalty: 969.859863
	Iteration 15Q: 3 clusters Score -2807648 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2807803.500000 Penalty: 969.859863
	Iteration 16Q: 3 clusters Score -2807804 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2807955.750000 Penalty: 969.859863
	Iteration 17Q: 3 clusters Score -2807956 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2808138.250000 Penalty: 969.859863
	Iteration 18Q: 3 clusters Score -2808138 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2808328.500000 Penalty: 969.859863
	Iteration 19Q: 3 clusters Score -2808328 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2808505.000000 Penalty: 969.859863
	Iteration 20F: 3 clusters Score -2808505 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2808684.250000 Penalty: 969.859863
	Iteration 21Q: 3 clusters Score -2808684 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2808870.750000 Penalty: 969.859863
	Iteration 22Q: 3 clusters Score -2808871 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2809050.000000 Penalty: 969.859863
	Iteration 23Q: 3 clusters Score -2809050 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2809194.000000 Penalty: 969.859863
	Iteration 24Q: 3 clusters Score -2809194 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2809372.750000 Penalty: 969.859863
	Iteration 25Q: 3 clusters Score -2809373 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2809532.500000 Penalty: 969.859863
	Iteration 26Q: 3 clusters Score -2809532 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2809698.000000 Penalty: 969.859863
	Iteration 27Q: 3 clusters Score -2809698 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2809849.500000 Penalty: 969.859863
	Iteration 28Q: 3 clusters Score -2809850 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2810001.000000 Penalty: 969.859863
	Iteration 29Q: 3 clusters Score -2810001 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2810140.750000 Penalty: 969.859863
	Iteration 30Q: 3 clusters Score -2810141 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2810285.500000 Penalty: 969.859863
	Iteration 31Q: 3 clusters Score -2810286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2810415.000000 Penalty: 969.859863
	Iteration 32Q: 3 clusters Score -2810415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2810532.000000 Penalty: 969.859863
	Iteration 33Q: 3 clusters Score -2810532 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2810692.500000 Penalty: 969.859863
	Iteration 34Q: 3 clusters Score -2810692 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2810842.000000 Penalty: 969.859863
	Iteration 35Q: 3 clusters Score -2810842 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2810999.250000 Penalty: 969.859863
	Iteration 36Q: 3 clusters Score -2810999 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2811162.750000 Penalty: 969.859863
	Iteration 37Q: 3 clusters Score -2811163 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2811315.250000 Penalty: 969.859863
	Iteration 38Q: 3 clusters Score -2811315 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2811437.750000 Penalty: 969.859863
	Iteration 39Q: 3 clusters Score -2811438 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2811573.750000 Penalty: 969.859863
	Iteration 40F: 3 clusters Score -2811574 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2811698.250000 Penalty: 969.859863
	Iteration 41Q: 3 clusters Score -2811698 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2811812.750000 Penalty: 969.859863
	Iteration 42Q: 3 clusters Score -2811813 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2811887.500000 Penalty: 969.859863
	Iteration 43Q: 3 clusters Score -2811888 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2811962.000000 Penalty: 969.859863
	Iteration 44Q: 3 clusters Score -2811962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2812062.250000 Penalty: 969.859863
	Iteration 45Q: 3 clusters Score -2812062 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2812148.000000 Penalty: 969.859863
	Iteration 46Q: 3 clusters Score -2812148 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2812206.750000 Penalty: 969.859863
	Iteration 47Q: 3 clusters Score -2812207 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2812271.750000 Penalty: 969.859863
	Iteration 48Q: 3 clusters Score -2812272 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2812331.000000 Penalty: 969.859863
	Iteration 49Q: 3 clusters Score -2812331 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2812393.000000 Penalty: 969.859863
	Iteration 50Q: 3 clusters Score -2812393 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2812431.250000 Penalty: 969.859863
	Iteration 51Q: 3 clusters Score -2812431 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2812426.250000 Penalty: 969.859863
	Iteration 52Q: 3 clusters Score -2812426 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2812438.250000 Penalty: 969.859863
	Iteration 53Q: 3 clusters Score -2812438 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2812426.000000 Penalty: 969.859863
	Iteration 54Q: 3 clusters Score -2812426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2812442.500000 Penalty: 969.859863
	Iteration 55Q: 3 clusters Score -2812442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2812433.500000 Penalty: 969.859863
	Iteration 56Q: 3 clusters Score -2812434 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2812433.500000 Penalty: 969.859863
	Iteration 57Q: 3 clusters Score -2812434 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2812445.500000 Penalty: 969.859863
	Iteration 58Q: 3 clusters Score -2812446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2812452.000000 Penalty: 969.859863
	Iteration 59Q: 3 clusters Score -2812452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2812504.250000 Penalty: 969.859863
	Iteration 60F: 3 clusters Score -2812504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2812525.500000 Penalty: 969.859863
	Iteration 61Q: 3 clusters Score -2812526 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2812545.750000 Penalty: 969.859863
	Iteration 62Q: 3 clusters Score -2812546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2812581.500000 Penalty: 969.859863
	Iteration 63Q: 3 clusters Score -2812582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2812587.500000 Penalty: 969.859863
	Iteration 64Q: 3 clusters Score -2812588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2812600.250000 Penalty: 969.859863
	Iteration 65Q: 3 clusters Score -2812600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2812604.000000 Penalty: 969.859863
	Iteration 66Q: 3 clusters Score -2812604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2812604.000000 Penalty: 969.859863
	Iteration 67Q: 3 clusters Score -2812604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2812608.250000 Penalty: 969.859863
	Iteration 68Q: 3 clusters Score -2812608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2812628.250000 Penalty: 969.859863
	Iteration 69Q: 3 clusters Score -2812628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2812647.750000 Penalty: 969.859863
	Iteration 70Q: 3 clusters Score -2812648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2812657.000000 Penalty: 969.859863
	Iteration 71Q: 3 clusters Score -2812657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2812681.500000 Penalty: 969.859863
	Iteration 72Q: 3 clusters Score -2812682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2812697.500000 Penalty: 969.859863
	Iteration 73Q: 3 clusters Score -2812698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2812711.750000 Penalty: 969.859863
	Iteration 74Q: 3 clusters Score -2812712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2812738.250000 Penalty: 969.859863
	Iteration 75Q: 3 clusters Score -2812738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2812752.250000 Penalty: 969.859863
	Iteration 76Q: 3 clusters Score -2812752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2812769.500000 Penalty: 969.859863
	Iteration 77Q: 3 clusters Score -2812770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2812783.250000 Penalty: 969.859863
	Iteration 78Q: 3 clusters Score -2812783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2812791.000000 Penalty: 969.859863
	Iteration 79Q: 3 clusters Score -2812791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2812808.500000 Penalty: 969.859863
	Iteration 80F: 3 clusters Score -2812808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2812819.000000 Penalty: 969.859863
	Iteration 81Q: 3 clusters Score -2812819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2812829.250000 Penalty: 969.859863
	Iteration 82Q: 3 clusters Score -2812829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2812844.500000 Penalty: 969.859863
	Iteration 83Q: 3 clusters Score -2812844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2812861.250000 Penalty: 969.859863
	Iteration 84Q: 3 clusters Score -2812861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2812868.000000 Penalty: 969.859863
	Iteration 85Q: 3 clusters Score -2812868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2812873.500000 Penalty: 969.859863
	Iteration 86Q: 3 clusters Score -2812874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2812884.500000 Penalty: 969.859863
	Iteration 87Q: 3 clusters Score -2812884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2812887.250000 Penalty: 969.859863
	Iteration 88Q: 3 clusters Score -2812887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2812894.500000 Penalty: 969.859863
	Iteration 89Q: 3 clusters Score -2812894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2812899.500000 Penalty: 969.859863
	Iteration 90Q: 3 clusters Score -2812900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2812901.500000 Penalty: 969.859863
	Iteration 91Q: 3 clusters Score -2812902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2812903.750000 Penalty: 969.859863
	Iteration 92Q: 3 clusters Score -2812904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2812904.750000 Penalty: 969.859863
	Iteration 93Q: 3 clusters Score -2812905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2812903.250000 Penalty: 969.859863
	Iteration 94Q: 3 clusters Score -2812903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2812902.750000 Penalty: 969.859863
	Iteration 95Q: 3 clusters Score -2812903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2812905.000000 Penalty: 969.859863
	Iteration 96Q: 3 clusters Score -2812905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2812905.000000 Penalty: 969.859863
	Iteration 97Q: 3 clusters Score -2812905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2812904.250000 Penalty: 969.859863
	Iteration 98Q: 3 clusters Score -2812904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2812907.500000 Penalty: 969.859863
	Iteration 99Q: 3 clusters Score -2812908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2812905.500000 Penalty: 969.859863
	Iteration 100F: 3 clusters Score -2812906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2812911.000000 Penalty: 969.859863
	Iteration 101Q: 3 clusters Score -2812911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2812911.000000 Penalty: 969.859863
	Iteration 102F: 3 clusters Score -2812911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Entering Unmasked Estep 
Score: -2800778.000000 Penalty: 485.320923
	Iteration 0F: 2 clusters Score -2800778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2772577.250000 Penalty: 970.641846
	Iteration 0F: 3 clusters Score -2772577 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2786127.000000 Penalty: 970.641846
	Iteration 1F: 3 clusters Score -2786127 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2787488.750000 Penalty: 970.641846
	Iteration 2F: 3 clusters Score -2787489 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2789593.500000 Penalty: 970.641846
	Iteration 3F: 3 clusters Score -2789594 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2792132.000000 Penalty: 970.641846
	Iteration 4F: 3 clusters Score -2792132 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2794754.250000 Penalty: 970.641846
	Iteration 5F: 3 clusters Score -2794754 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2796813.500000 Penalty: 970.641846
	Iteration 6F: 3 clusters Score -2796814 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2798179.000000 Penalty: 970.641846
	Iteration 7Q: 3 clusters Score -2798179 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2799126.000000 Penalty: 970.641846
	Iteration 8Q: 3 clusters Score -2799126 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2799666.000000 Penalty: 970.641846
	Iteration 9Q: 3 clusters Score -2799666 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2799956.750000 Penalty: 970.641846
	Iteration 10Q: 3 clusters Score -2799957 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2800140.750000 Penalty: 970.641846
	Iteration 11Q: 3 clusters Score -2800141 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2800264.250000 Penalty: 970.641846
	Iteration 12Q: 3 clusters Score -2800264 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2800310.500000 Penalty: 970.641846
	Iteration 13Q: 3 clusters Score -2800310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2800343.000000 Penalty: 970.641846
	Iteration 14Q: 3 clusters Score -2800343 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2800359.000000 Penalty: 970.641846
	Iteration 15Q: 3 clusters Score -2800359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2800362.750000 Penalty: 970.641846
	Iteration 16Q: 3 clusters Score -2800363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2800375.000000 Penalty: 970.641846
	Iteration 17Q: 3 clusters Score -2800375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2800384.250000 Penalty: 970.641846
	Iteration 18Q: 3 clusters Score -2800384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2800389.250000 Penalty: 970.641846
	Iteration 19Q: 3 clusters Score -2800389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2800392.250000 Penalty: 970.641846
	Iteration 20F: 3 clusters Score -2800392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2800397.750000 Penalty: 970.641846
	Iteration 21Q: 3 clusters Score -2800398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2800399.750000 Penalty: 970.641846
	Iteration 22Q: 3 clusters Score -2800400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2800404.500000 Penalty: 970.641846
	Iteration 23Q: 3 clusters Score -2800404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2800405.500000 Penalty: 970.641846
	Iteration 24Q: 3 clusters Score -2800406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2800406.000000 Penalty: 970.641846
	Iteration 25Q: 3 clusters Score -2800406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2800408.750000 Penalty: 970.641846
	Iteration 26Q: 3 clusters Score -2800409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2800411.500000 Penalty: 970.641846
	Iteration 27Q: 3 clusters Score -2800412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2800414.500000 Penalty: 970.641846
	Iteration 28Q: 3 clusters Score -2800414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2800414.500000 Penalty: 970.641846
	Iteration 29Q: 3 clusters Score -2800414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2800423.000000 Penalty: 970.641846
	Iteration 30Q: 3 clusters Score -2800423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2800425.500000 Penalty: 970.641846
	Iteration 31Q: 3 clusters Score -2800426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2800423.500000 Penalty: 970.641846
	Iteration 32Q: 3 clusters Score -2800424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2800428.500000 Penalty: 970.641846
	Iteration 33Q: 3 clusters Score -2800428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2800427.250000 Penalty: 970.641846
	Iteration 34Q: 3 clusters Score -2800427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2800429.250000 Penalty: 970.641846
	Iteration 35Q: 3 clusters Score -2800429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2800431.250000 Penalty: 970.641846
	Iteration 36Q: 3 clusters Score -2800431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2800432.000000 Penalty: 970.641846
	Iteration 37Q: 3 clusters Score -2800432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2800432.000000 Penalty: 970.641846
	Iteration 38F: 3 clusters Score -2800432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -962164.562500 Penalty: 440.264709
	Iteration 0F: 2 clusters Score -962164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -951519.250000 Penalty: 880.529419
	Iteration 0F: 3 clusters Score -951519.2 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -956045.937500 Penalty: 880.529419
	Iteration 1F: 3 clusters Score -956045.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -956520.375000 Penalty: 880.529419
	Iteration 2F: 3 clusters Score -956520.4 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -957367.812500 Penalty: 880.529419
	Iteration 3F: 3 clusters Score -957367.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -958636.187500 Penalty: 880.529419
	Iteration 4F: 3 clusters Score -958636.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -960075.375000 Penalty: 880.529419
	Iteration 5F: 3 clusters Score -960075.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -961128.250000 Penalty: 880.529419
	Iteration 6F: 3 clusters Score -961128.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -961591.562500 Penalty: 880.529419
	Iteration 7Q: 3 clusters Score -961591.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -961703.875000 Penalty: 880.529419
	Iteration 8Q: 3 clusters Score -961703.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -961739.687500 Penalty: 880.529419
	Iteration 9Q: 3 clusters Score -961739.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -961766.437500 Penalty: 880.529419
	Iteration 10Q: 3 clusters Score -961766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -961777.625000 Penalty: 880.529419
	Iteration 11Q: 3 clusters Score -961777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -961782.125000 Penalty: 880.529419
	Iteration 12Q: 3 clusters Score -961782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -961783.312500 Penalty: 880.529419
	Iteration 13Q: 3 clusters Score -961783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -961785.937500 Penalty: 880.529419
	Iteration 14Q: 3 clusters Score -961785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -961785.937500 Penalty: 880.529419
	Iteration 15F: 3 clusters Score -961785.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -204407.437500 Penalty: 372.648499
	Iteration 0F: 2 clusters Score -204407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -201981.546875 Penalty: 745.296997
	Iteration 0F: 3 clusters Score -201981.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -202961.281250 Penalty: 745.296997
	Iteration 1F: 3 clusters Score -202961.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -203172.265625 Penalty: 745.296997
	Iteration 2F: 3 clusters Score -203172.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -203377.781250 Penalty: 745.296997
	Iteration 3F: 3 clusters Score -203377.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -203568.437500 Penalty: 745.296997
	Iteration 4F: 3 clusters Score -203568.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -203714.484375 Penalty: 745.296997
	Iteration 5Q: 3 clusters Score -203714.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -203832.781250 Penalty: 745.296997
	Iteration 6Q: 3 clusters Score -203832.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -203920.046875 Penalty: 745.296997
	Iteration 7Q: 3 clusters Score -203920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -203977.562500 Penalty: 745.296997
	Iteration 8Q: 3 clusters Score -203977.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -204014.250000 Penalty: 745.296997
	Iteration 9Q: 3 clusters Score -204014.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -204033.687500 Penalty: 745.296997
	Iteration 10Q: 3 clusters Score -204033.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -204054.984375 Penalty: 745.296997
	Iteration 11Q: 3 clusters Score -204055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -204071.171875 Penalty: 745.296997
	Iteration 12Q: 3 clusters Score -204071.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -204082.875000 Penalty: 745.296997
	Iteration 13Q: 3 clusters Score -204082.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -204088.156250 Penalty: 745.296997
	Iteration 14Q: 3 clusters Score -204088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -204091.796875 Penalty: 745.296997
	Iteration 15Q: 3 clusters Score -204091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -204095.546875 Penalty: 745.296997
	Iteration 16Q: 3 clusters Score -204095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -204097.546875 Penalty: 745.296997
	Iteration 17Q: 3 clusters Score -204097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -204099.781250 Penalty: 745.296997
	Iteration 18Q: 3 clusters Score -204099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -204100.468750 Penalty: 745.296997
	Iteration 19Q: 3 clusters Score -204100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -204100.578125 Penalty: 745.296997
	Iteration 20F: 3 clusters Score -204100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -204100.843750 Penalty: 745.296997
	Iteration 21Q: 3 clusters Score -204100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -204100.843750 Penalty: 745.296997
	Iteration 22F: 3 clusters Score -204100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -120875.445312 Penalty: 346.226166
	Iteration 0F: 2 clusters Score -120875.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -119411.531250 Penalty: 692.452332
	Iteration 0F: 3 clusters Score -119411.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -119902.976562 Penalty: 692.452332
	Iteration 1F: 3 clusters Score -119903 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -119989.296875 Penalty: 692.452332
	Iteration 2F: 3 clusters Score -119989.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -120062.687500 Penalty: 692.452332
	Iteration 3F: 3 clusters Score -120062.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -120133.671875 Penalty: 692.452332
	Iteration 4F: 3 clusters Score -120133.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -120190.382812 Penalty: 692.452332
	Iteration 5Q: 3 clusters Score -120190.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -120242.867188 Penalty: 692.452332
	Iteration 6Q: 3 clusters Score -120242.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -120291.421875 Penalty: 692.452332
	Iteration 7Q: 3 clusters Score -120291.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -120317.929688 Penalty: 692.452332
	Iteration 8Q: 3 clusters Score -120317.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -120337.218750 Penalty: 692.452332
	Iteration 9Q: 3 clusters Score -120337.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -120351.875000 Penalty: 692.452332
	Iteration 10Q: 3 clusters Score -120351.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -120363.101562 Penalty: 692.452332
	Iteration 11Q: 3 clusters Score -120363.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -120374.335938 Penalty: 692.452332
	Iteration 12Q: 3 clusters Score -120374.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -120382.656250 Penalty: 692.452332
	Iteration 13Q: 3 clusters Score -120382.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -120391.164062 Penalty: 692.452332
	Iteration 14Q: 3 clusters Score -120391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -120394.460938 Penalty: 692.452332
	Iteration 15Q: 3 clusters Score -120394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -120397.296875 Penalty: 692.452332
	Iteration 16Q: 3 clusters Score -120397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -120400.039062 Penalty: 692.452332
	Iteration 17Q: 3 clusters Score -120400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -120403.367188 Penalty: 692.452332
	Iteration 18Q: 3 clusters Score -120403.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120406.242188 Penalty: 692.452332
	Iteration 19Q: 3 clusters Score -120406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -120408.078125 Penalty: 692.452332
	Iteration 20F: 3 clusters Score -120408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -120409.203125 Penalty: 692.452332
	Iteration 21Q: 3 clusters Score -120409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -120411.226562 Penalty: 692.452332
	Iteration 22Q: 3 clusters Score -120411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -120412.203125 Penalty: 692.452332
	Iteration 23Q: 3 clusters Score -120412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -120413.320312 Penalty: 692.452332
	Iteration 24Q: 3 clusters Score -120413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -120414.960938 Penalty: 692.452332
	Iteration 25Q: 3 clusters Score -120415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -120415.710938 Penalty: 692.452332
	Iteration 26Q: 3 clusters Score -120415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -120416.335938 Penalty: 692.452332
	Iteration 27Q: 3 clusters Score -120416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -120416.976562 Penalty: 692.452332
	Iteration 28Q: 3 clusters Score -120417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -120417.718750 Penalty: 692.452332
	Iteration 29Q: 3 clusters Score -120417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -120417.867188 Penalty: 692.452332
	Iteration 30Q: 3 clusters Score -120417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -120417.867188 Penalty: 692.452332
	Iteration 31F: 3 clusters Score -120417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -109587.875000 Penalty: 338.872681
	Iteration 0F: 2 clusters Score -109587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -108372.328125 Penalty: 677.745361
	Iteration 0F: 3 clusters Score -108372.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -108899.882812 Penalty: 677.745361
	Iteration 1F: 3 clusters Score -108899.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109082.929688 Penalty: 677.745361
	Iteration 2F: 3 clusters Score -109082.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -109236.625000 Penalty: 677.745361
	Iteration 3F: 3 clusters Score -109236.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -109346.859375 Penalty: 677.745361
	Iteration 4F: 3 clusters Score -109346.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -109404.718750 Penalty: 677.745361
	Iteration 5Q: 3 clusters Score -109404.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -109446.890625 Penalty: 677.745361
	Iteration 6Q: 3 clusters Score -109446.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -109468.492188 Penalty: 677.745361
	Iteration 7Q: 3 clusters Score -109468.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -109480.773438 Penalty: 677.745361
	Iteration 8Q: 3 clusters Score -109480.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -109487.726562 Penalty: 677.745361
	Iteration 9Q: 3 clusters Score -109487.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -109492.875000 Penalty: 677.745361
	Iteration 10Q: 3 clusters Score -109492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -109498.593750 Penalty: 677.745361
	Iteration 11Q: 3 clusters Score -109498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -109500.859375 Penalty: 677.745361
	Iteration 12Q: 3 clusters Score -109500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -109502.632812 Penalty: 677.745361
	Iteration 13Q: 3 clusters Score -109502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -109505.085938 Penalty: 677.745361
	Iteration 14Q: 3 clusters Score -109505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -109511.203125 Penalty: 677.745361
	Iteration 15Q: 3 clusters Score -109511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -109516.414062 Penalty: 677.745361
	Iteration 16Q: 3 clusters Score -109516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -109520.718750 Penalty: 677.745361
	Iteration 17Q: 3 clusters Score -109520.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -109521.929688 Penalty: 677.745361
	Iteration 18Q: 3 clusters Score -109521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -109522.164062 Penalty: 677.745361
	Iteration 19Q: 3 clusters Score -109522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -109522.296875 Penalty: 677.745361
	Iteration 20F: 3 clusters Score -109522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -109522.992188 Penalty: 677.745361
	Iteration 21Q: 3 clusters Score -109523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -109523.140625 Penalty: 677.745361
	Iteration 22Q: 3 clusters Score -109523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -109523.789062 Penalty: 677.745361
	Iteration 23Q: 3 clusters Score -109523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -109524.218750 Penalty: 677.745361
	Iteration 24Q: 3 clusters Score -109524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -109524.273438 Penalty: 677.745361
	Iteration 25Q: 3 clusters Score -109524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -109524.617188 Penalty: 677.745361
	Iteration 26Q: 3 clusters Score -109524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -109524.617188 Penalty: 677.745361
	Iteration 27F: 3 clusters Score -109524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -33774.015625 Penalty: 291.437897
	Iteration 0F: 2 clusters Score -33774.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33216.867188 Penalty: 582.875793
	Iteration 0F: 3 clusters Score -33216.87 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33390.894531 Penalty: 582.875793
	Iteration 1F: 3 clusters Score -33390.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33461.531250 Penalty: 582.875793
	Iteration 2F: 3 clusters Score -33461.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33516.003906 Penalty: 582.875793
	Iteration 3F: 3 clusters Score -33516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33550.574219 Penalty: 582.875793
	Iteration 4Q: 3 clusters Score -33550.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33569.625000 Penalty: 582.875793
	Iteration 5Q: 3 clusters Score -33569.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33583.457031 Penalty: 582.875793
	Iteration 6Q: 3 clusters Score -33583.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33591.964844 Penalty: 582.875793
	Iteration 7Q: 3 clusters Score -33591.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33597.558594 Penalty: 582.875793
	Iteration 8Q: 3 clusters Score -33597.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33603.183594 Penalty: 582.875793
	Iteration 9Q: 3 clusters Score -33603.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33605.894531 Penalty: 582.875793
	Iteration 10Q: 3 clusters Score -33605.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33608.757812 Penalty: 582.875793
	Iteration 11Q: 3 clusters Score -33608.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33609.550781 Penalty: 582.875793
	Iteration 12Q: 3 clusters Score -33609.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33609.550781 Penalty: 582.875793
	Iteration 13F: 3 clusters Score -33609.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -63596.117188 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -63596.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62729.125000 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -62729.12 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63036.972656 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -63036.97 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63120.757812 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -63120.76 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63173.472656 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -63173.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63214.910156 Penalty: 637.444275
	Iteration 4F: 3 clusters Score -63214.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63254.707031 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -63254.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63290.117188 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -63290.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63316.832031 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -63316.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63338.613281 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -63338.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -63354.636719 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -63354.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -63366.753906 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -63366.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -63373.679688 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -63373.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -63381.417969 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -63381.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -63383.917969 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -63383.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -63385.144531 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -63385.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -63386.304688 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -63386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -63387.628906 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -63387.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -63388.367188 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -63388.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -63388.792969 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -63388.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -63388.792969 Penalty: 637.444275
	Iteration 19F: 3 clusters Score -63388.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -109742.570312 Penalty: 340.076324
	Iteration 0F: 2 clusters Score -109742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -108431.171875 Penalty: 680.152649
	Iteration 0F: 3 clusters Score -108431.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -108827.812500 Penalty: 680.152649
	Iteration 1F: 3 clusters Score -108827.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -108899.023438 Penalty: 680.152649
	Iteration 2F: 3 clusters Score -108899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -108950.875000 Penalty: 680.152649
	Iteration 3F: 3 clusters Score -108950.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -109004.554688 Penalty: 680.152649
	Iteration 4Q: 3 clusters Score -109004.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -109070.757812 Penalty: 680.152649
	Iteration 5Q: 3 clusters Score -109070.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -109135.859375 Penalty: 680.152649
	Iteration 6Q: 3 clusters Score -109135.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -109204.781250 Penalty: 680.152649
	Iteration 7Q: 3 clusters Score -109204.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -109265.359375 Penalty: 680.152649
	Iteration 8Q: 3 clusters Score -109265.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -109326.789062 Penalty: 680.152649
	Iteration 9Q: 3 clusters Score -109326.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -109361.171875 Penalty: 680.152649
	Iteration 10Q: 3 clusters Score -109361.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -109377.343750 Penalty: 680.152649
	Iteration 11Q: 3 clusters Score -109377.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -109401.835938 Penalty: 680.152649
	Iteration 12Q: 3 clusters Score -109401.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -109423.468750 Penalty: 680.152649
	Iteration 13Q: 3 clusters Score -109423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -109431.679688 Penalty: 680.152649
	Iteration 14Q: 3 clusters Score -109431.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -109437.054688 Penalty: 680.152649
	Iteration 15Q: 3 clusters Score -109437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -109442.054688 Penalty: 680.152649
	Iteration 16Q: 3 clusters Score -109442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -109442.984375 Penalty: 680.152649
	Iteration 17Q: 3 clusters Score -109443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -109442.984375 Penalty: 680.152649
	Iteration 18F: 3 clusters Score -109443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Entering Unmasked Estep 
Score: -1283547.375000 Penalty: 452.848145
	Iteration 0F: 2 clusters Score -1283547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1269600.375000 Penalty: 905.696289
	Iteration 0F: 3 clusters Score -1269600 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1275500.375000 Penalty: 905.696289
	Iteration 1F: 3 clusters Score -1275500 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1275958.750000 Penalty: 905.696289
	Iteration 2F: 3 clusters Score -1275959 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1276521.125000 Penalty: 905.696289
	Iteration 3F: 3 clusters Score -1276521 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1277301.000000 Penalty: 905.696289
	Iteration 4F: 3 clusters Score -1277301 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1278394.000000 Penalty: 905.696289
	Iteration 5F: 3 clusters Score -1278394 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1279572.875000 Penalty: 905.696289
	Iteration 6F: 3 clusters Score -1279573 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1280493.000000 Penalty: 905.696289
	Iteration 7Q: 3 clusters Score -1280493 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1281065.750000 Penalty: 905.696289
	Iteration 8Q: 3 clusters Score -1281066 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1281437.250000 Penalty: 905.696289
	Iteration 9Q: 3 clusters Score -1281437 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1281667.625000 Penalty: 905.696289
	Iteration 10Q: 3 clusters Score -1281668 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1281870.250000 Penalty: 905.696289
	Iteration 11Q: 3 clusters Score -1281870 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1282058.625000 Penalty: 905.696289
	Iteration 12Q: 3 clusters Score -1282059 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1282243.125000 Penalty: 905.696289
	Iteration 13Q: 3 clusters Score -1282243 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1282424.625000 Penalty: 905.696289
	Iteration 14Q: 3 clusters Score -1282425 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1282572.000000 Penalty: 905.696289
	Iteration 15Q: 3 clusters Score -1282572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1282686.250000 Penalty: 905.696289
	Iteration 16Q: 3 clusters Score -1282686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1282773.875000 Penalty: 905.696289
	Iteration 17Q: 3 clusters Score -1282774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1282854.625000 Penalty: 905.696289
	Iteration 18Q: 3 clusters Score -1282855 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1282920.875000 Penalty: 905.696289
	Iteration 19Q: 3 clusters Score -1282921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1282975.125000 Penalty: 905.696289
	Iteration 20F: 3 clusters Score -1282975 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1283016.500000 Penalty: 905.696289
	Iteration 21Q: 3 clusters Score -1283016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1283050.875000 Penalty: 905.696289
	Iteration 22Q: 3 clusters Score -1283051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1283080.625000 Penalty: 905.696289
	Iteration 23Q: 3 clusters Score -1283081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1283096.500000 Penalty: 905.696289
	Iteration 24Q: 3 clusters Score -1283096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1283108.750000 Penalty: 905.696289
	Iteration 25Q: 3 clusters Score -1283109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1283123.125000 Penalty: 905.696289
	Iteration 26Q: 3 clusters Score -1283123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1283131.875000 Penalty: 905.696289
	Iteration 27Q: 3 clusters Score -1283132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1283137.250000 Penalty: 905.696289
	Iteration 28Q: 3 clusters Score -1283137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1283141.750000 Penalty: 905.696289
	Iteration 29Q: 3 clusters Score -1283142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1283141.000000 Penalty: 905.696289
	Iteration 30Q: 3 clusters Score -1283141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1283144.625000 Penalty: 905.696289
	Iteration 31Q: 3 clusters Score -1283145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1283146.250000 Penalty: 905.696289
	Iteration 32Q: 3 clusters Score -1283146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1283147.000000 Penalty: 905.696289
	Iteration 33Q: 3 clusters Score -1283147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1283147.000000 Penalty: 905.696289
	Iteration 34F: 3 clusters Score -1283147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Entering Unmasked Estep 
Score: -2561789.250000 Penalty: 480.931854
	Iteration 0F: 2 clusters Score -2561789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2536561.250000 Penalty: 961.863708
	Iteration 0F: 3 clusters Score -2536561 nChanged 18735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2547972.000000 Penalty: 961.863708
	Iteration 1F: 3 clusters Score -2547972 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2548603.750000 Penalty: 961.863708
	Iteration 2Q: 3 clusters Score -2548604 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2549328.750000 Penalty: 961.863708
	Iteration 3Q: 3 clusters Score -2549329 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2550305.750000 Penalty: 961.863708
	Iteration 4F: 3 clusters Score -2550306 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2551676.250000 Penalty: 961.863708
	Iteration 5F: 3 clusters Score -2551676 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2553492.750000 Penalty: 961.863708
	Iteration 6F: 3 clusters Score -2553493 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2555248.000000 Penalty: 961.863708
	Iteration 7F: 3 clusters Score -2555248 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2556128.750000 Penalty: 961.863708
	Iteration 8F: 3 clusters Score -2556129 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2556402.250000 Penalty: 961.863708
	Iteration 9Q: 3 clusters Score -2556402 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2556508.250000 Penalty: 961.863708
	Iteration 10Q: 3 clusters Score -2556508 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2556577.250000 Penalty: 961.863708
	Iteration 11Q: 3 clusters Score -2556577 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2556633.500000 Penalty: 961.863708
	Iteration 12Q: 3 clusters Score -2556634 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2556691.000000 Penalty: 961.863708
	Iteration 13Q: 3 clusters Score -2556691 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2556735.000000 Penalty: 961.863708
	Iteration 14Q: 3 clusters Score -2556735 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2556766.750000 Penalty: 961.863708
	Iteration 15Q: 3 clusters Score -2556767 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2556788.000000 Penalty: 961.863708
	Iteration 16Q: 3 clusters Score -2556788 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2556829.750000 Penalty: 961.863708
	Iteration 17Q: 3 clusters Score -2556830 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2556875.500000 Penalty: 961.863708
	Iteration 18Q: 3 clusters Score -2556876 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2556911.000000 Penalty: 961.863708
	Iteration 19Q: 3 clusters Score -2556911 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2556959.750000 Penalty: 961.863708
	Iteration 20F: 3 clusters Score -2556960 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2556998.000000 Penalty: 961.863708
	Iteration 21Q: 3 clusters Score -2556998 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2557033.000000 Penalty: 961.863708
	Iteration 22Q: 3 clusters Score -2557033 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2557083.000000 Penalty: 961.863708
	Iteration 23Q: 3 clusters Score -2557083 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2557128.750000 Penalty: 961.863708
	Iteration 24Q: 3 clusters Score -2557129 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2557199.250000 Penalty: 961.863708
	Iteration 25Q: 3 clusters Score -2557199 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2557273.250000 Penalty: 961.863708
	Iteration 26Q: 3 clusters Score -2557273 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2557340.250000 Penalty: 961.863708
	Iteration 27Q: 3 clusters Score -2557340 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2557389.750000 Penalty: 961.863708
	Iteration 28Q: 3 clusters Score -2557390 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2557446.000000 Penalty: 961.863708
	Iteration 29Q: 3 clusters Score -2557446 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2557509.500000 Penalty: 961.863708
	Iteration 30Q: 3 clusters Score -2557510 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2557560.500000 Penalty: 961.863708
	Iteration 31Q: 3 clusters Score -2557560 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2557600.500000 Penalty: 961.863708
	Iteration 32Q: 3 clusters Score -2557600 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2557655.500000 Penalty: 961.863708
	Iteration 33Q: 3 clusters Score -2557656 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2557695.250000 Penalty: 961.863708
	Iteration 34Q: 3 clusters Score -2557695 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2557721.000000 Penalty: 961.863708
	Iteration 35Q: 3 clusters Score -2557721 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2557755.750000 Penalty: 961.863708
	Iteration 36Q: 3 clusters Score -2557756 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2557774.750000 Penalty: 961.863708
	Iteration 37Q: 3 clusters Score -2557775 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2557795.250000 Penalty: 961.863708
	Iteration 38Q: 3 clusters Score -2557795 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2557822.750000 Penalty: 961.863708
	Iteration 39Q: 3 clusters Score -2557823 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2557850.500000 Penalty: 961.863708
	Iteration 40F: 3 clusters Score -2557850 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2557887.000000 Penalty: 961.863708
	Iteration 41Q: 3 clusters Score -2557887 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2557913.750000 Penalty: 961.863708
	Iteration 42Q: 3 clusters Score -2557914 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2557935.000000 Penalty: 961.863708
	Iteration 43Q: 3 clusters Score -2557935 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2557944.000000 Penalty: 961.863708
	Iteration 44Q: 3 clusters Score -2557944 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2557982.500000 Penalty: 961.863708
	Iteration 45Q: 3 clusters Score -2557982 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2558015.750000 Penalty: 961.863708
	Iteration 46Q: 3 clusters Score -2558016 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2558050.250000 Penalty: 961.863708
	Iteration 47Q: 3 clusters Score -2558050 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2558084.000000 Penalty: 961.863708
	Iteration 48Q: 3 clusters Score -2558084 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2558128.250000 Penalty: 961.863708
	Iteration 49Q: 3 clusters Score -2558128 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2558186.500000 Penalty: 961.863708
	Iteration 50Q: 3 clusters Score -2558186 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2558252.250000 Penalty: 961.863708
	Iteration 51Q: 3 clusters Score -2558252 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2558307.250000 Penalty: 961.863708
	Iteration 52Q: 3 clusters Score -2558307 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2558392.250000 Penalty: 961.863708
	Iteration 53Q: 3 clusters Score -2558392 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2558477.250000 Penalty: 961.863708
	Iteration 54Q: 3 clusters Score -2558477 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2558589.000000 Penalty: 961.863708
	Iteration 55Q: 3 clusters Score -2558589 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2558696.750000 Penalty: 961.863708
	Iteration 56Q: 3 clusters Score -2558697 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2558802.750000 Penalty: 961.863708
	Iteration 57Q: 3 clusters Score -2558803 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2558924.750000 Penalty: 961.863708
	Iteration 58Q: 3 clusters Score -2558925 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2559053.250000 Penalty: 961.863708
	Iteration 59Q: 3 clusters Score -2559053 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2559190.750000 Penalty: 961.863708
	Iteration 60F: 3 clusters Score -2559191 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2559352.000000 Penalty: 961.863708
	Iteration 61Q: 3 clusters Score -2559352 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2559534.000000 Penalty: 961.863708
	Iteration 62Q: 3 clusters Score -2559534 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2559761.750000 Penalty: 961.863708
	Iteration 63Q: 3 clusters Score -2559762 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2559996.500000 Penalty: 961.863708
	Iteration 64Q: 3 clusters Score -2559996 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2560248.500000 Penalty: 961.863708
	Iteration 65Q: 3 clusters Score -2560248 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2560479.750000 Penalty: 961.863708
	Iteration 66Q: 3 clusters Score -2560480 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2560662.250000 Penalty: 961.863708
	Iteration 67Q: 3 clusters Score -2560662 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2560827.750000 Penalty: 961.863708
	Iteration 68Q: 3 clusters Score -2560828 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2560995.250000 Penalty: 961.863708
	Iteration 69Q: 3 clusters Score -2560995 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2561170.250000 Penalty: 961.863708
	Iteration 70Q: 3 clusters Score -2561170 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2561309.500000 Penalty: 961.863708
	Iteration 71Q: 3 clusters Score -2561310 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2561408.500000 Penalty: 961.863708
	Iteration 72Q: 3 clusters Score -2561408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2561477.750000 Penalty: 961.863708
	Iteration 73Q: 3 clusters Score -2561478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2561522.000000 Penalty: 961.863708
	Iteration 74Q: 3 clusters Score -2561522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2561539.750000 Penalty: 961.863708
	Iteration 75Q: 3 clusters Score -2561540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2561548.500000 Penalty: 961.863708
	Iteration 76Q: 3 clusters Score -2561548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2561545.750000 Penalty: 961.863708
	Iteration 77Q: 3 clusters Score -2561546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2561548.750000 Penalty: 961.863708
	Iteration 78Q: 3 clusters Score -2561549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2561554.500000 Penalty: 961.863708
	Iteration 79Q: 3 clusters Score -2561554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2561554.750000 Penalty: 961.863708
	Iteration 80F: 3 clusters Score -2561555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2561558.250000 Penalty: 961.863708
	Iteration 81Q: 3 clusters Score -2561558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2561555.250000 Penalty: 961.863708
	Iteration 82Q: 3 clusters Score -2561555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2561552.250000 Penalty: 961.863708
	Iteration 83Q: 3 clusters Score -2561552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2561554.750000 Penalty: 961.863708
	Iteration 84Q: 3 clusters Score -2561555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2561555.000000 Penalty: 961.863708
	Iteration 85Q: 3 clusters Score -2561555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2561553.750000 Penalty: 961.863708
	Iteration 86Q: 3 clusters Score -2561554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2561555.500000 Penalty: 961.863708
	Iteration 87Q: 3 clusters Score -2561556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2561556.250000 Penalty: 961.863708
	Iteration 88Q: 3 clusters Score -2561556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2561556.250000 Penalty: 961.863708
	Iteration 89F: 3 clusters Score -2561556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -252259.750000 Penalty: 376.737762
	Iteration 0F: 2 clusters Score -252259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -249532.031250 Penalty: 753.475525
	Iteration 0F: 3 clusters Score -249532 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -250585.203125 Penalty: 753.475525
	Iteration 1F: 3 clusters Score -250585.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -250684.031250 Penalty: 753.475525
	Iteration 2F: 3 clusters Score -250684 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -250780.671875 Penalty: 753.475525
	Iteration 3Q: 3 clusters Score -250780.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -250892.453125 Penalty: 753.475525
	Iteration 4F: 3 clusters Score -250892.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -251039.546875 Penalty: 753.475525
	Iteration 5F: 3 clusters Score -251039.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -251226.156250 Penalty: 753.475525
	Iteration 6F: 3 clusters Score -251226.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -251420.109375 Penalty: 753.475525
	Iteration 7F: 3 clusters Score -251420.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -251550.781250 Penalty: 753.475525
	Iteration 8Q: 3 clusters Score -251550.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -251645.640625 Penalty: 753.475525
	Iteration 9Q: 3 clusters Score -251645.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -251691.343750 Penalty: 753.475525
	Iteration 10Q: 3 clusters Score -251691.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -251716.062500 Penalty: 753.475525
	Iteration 11Q: 3 clusters Score -251716.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -251734.046875 Penalty: 753.475525
	Iteration 12Q: 3 clusters Score -251734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -251748.062500 Penalty: 753.475525
	Iteration 13Q: 3 clusters Score -251748.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -251758.031250 Penalty: 753.475525
	Iteration 14Q: 3 clusters Score -251758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -251766.953125 Penalty: 753.475525
	Iteration 15Q: 3 clusters Score -251767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251773.453125 Penalty: 753.475525
	Iteration 16Q: 3 clusters Score -251773.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -251778.171875 Penalty: 753.475525
	Iteration 17Q: 3 clusters Score -251778.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -251780.906250 Penalty: 753.475525
	Iteration 18Q: 3 clusters Score -251780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -251782.656250 Penalty: 753.475525
	Iteration 19Q: 3 clusters Score -251782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251784.718750 Penalty: 753.475525
	Iteration 20F: 3 clusters Score -251784.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -251785.687500 Penalty: 753.475525
	Iteration 21Q: 3 clusters Score -251785.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251786.375000 Penalty: 753.475525
	Iteration 22Q: 3 clusters Score -251786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -251788.359375 Penalty: 753.475525
	Iteration 23Q: 3 clusters Score -251788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -251789.921875 Penalty: 753.475525
	Iteration 24Q: 3 clusters Score -251789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251790.093750 Penalty: 753.475525
	Iteration 25Q: 3 clusters Score -251790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -251790.703125 Penalty: 753.475525
	Iteration 26Q: 3 clusters Score -251790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -251791.671875 Penalty: 753.475525
	Iteration 27Q: 3 clusters Score -251791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -251792.093750 Penalty: 753.475525
	Iteration 28Q: 3 clusters Score -251792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -251792.718750 Penalty: 753.475525
	Iteration 29Q: 3 clusters Score -251792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -251793.078125 Penalty: 753.475525
	Iteration 30Q: 3 clusters Score -251793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -251794.406250 Penalty: 753.475525
	Iteration 31Q: 3 clusters Score -251794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -251795.468750 Penalty: 753.475525
	Iteration 32Q: 3 clusters Score -251795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -251796.515625 Penalty: 753.475525
	Iteration 33Q: 3 clusters Score -251796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -251797.703125 Penalty: 753.475525
	Iteration 34Q: 3 clusters Score -251797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -251800.375000 Penalty: 753.475525
	Iteration 35Q: 3 clusters Score -251800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -251801.687500 Penalty: 753.475525
	Iteration 36Q: 3 clusters Score -251801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -251802.734375 Penalty: 753.475525
	Iteration 37Q: 3 clusters Score -251802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -251804.062500 Penalty: 753.475525
	Iteration 38Q: 3 clusters Score -251804.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251805.890625 Penalty: 753.475525
	Iteration 39Q: 3 clusters Score -251805.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -251809.125000 Penalty: 753.475525
	Iteration 40F: 3 clusters Score -251809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -251812.375000 Penalty: 753.475525
	Iteration 41Q: 3 clusters Score -251812.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251816.718750 Penalty: 753.475525
	Iteration 42Q: 3 clusters Score -251816.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -251820.406250 Penalty: 753.475525
	Iteration 43Q: 3 clusters Score -251820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -251822.468750 Penalty: 753.475525
	Iteration 44Q: 3 clusters Score -251822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -251824.640625 Penalty: 753.475525
	Iteration 45Q: 3 clusters Score -251824.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251827.328125 Penalty: 753.475525
	Iteration 46Q: 3 clusters Score -251827.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -251832.515625 Penalty: 753.475525
	Iteration 47Q: 3 clusters Score -251832.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -251839.656250 Penalty: 753.475525
	Iteration 48Q: 3 clusters Score -251839.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -251848.484375 Penalty: 753.475525
	Iteration 49Q: 3 clusters Score -251848.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251851.656250 Penalty: 753.475525
	Iteration 50Q: 3 clusters Score -251851.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -251858.328125 Penalty: 753.475525
	Iteration 51Q: 3 clusters Score -251858.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -251863.859375 Penalty: 753.475525
	Iteration 52Q: 3 clusters Score -251863.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -251869.484375 Penalty: 753.475525
	Iteration 53Q: 3 clusters Score -251869.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -251878.265625 Penalty: 753.475525
	Iteration 54Q: 3 clusters Score -251878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -251882.718750 Penalty: 753.475525
	Iteration 55Q: 3 clusters Score -251882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -251885.468750 Penalty: 753.475525
	Iteration 56Q: 3 clusters Score -251885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -251886.296875 Penalty: 753.475525
	Iteration 57Q: 3 clusters Score -251886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -251886.546875 Penalty: 753.475525
	Iteration 58Q: 3 clusters Score -251886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -251886.484375 Penalty: 753.475525
	Iteration 59Q: 3 clusters Score -251886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -251886.312500 Penalty: 753.475525
	Iteration 60F: 3 clusters Score -251886.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -251886.843750 Penalty: 753.475525
	Iteration 61Q: 3 clusters Score -251886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -251886.656250 Penalty: 753.475525
	Iteration 62Q: 3 clusters Score -251886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -251886.765625 Penalty: 753.475525
	Iteration 63Q: 3 clusters Score -251886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -251887.109375 Penalty: 753.475525
	Iteration 64Q: 3 clusters Score -251887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -251887.093750 Penalty: 753.475525
	Iteration 65Q: 3 clusters Score -251887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -251887.156250 Penalty: 753.475525
	Iteration 66Q: 3 clusters Score -251887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -251887.109375 Penalty: 753.475525
	Iteration 67Q: 3 clusters Score -251887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -251887.078125 Penalty: 753.475525
	Iteration 68Q: 3 clusters Score -251887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -251887.078125 Penalty: 753.475525
	Iteration 69F: 3 clusters Score -251887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -46668.292969 Penalty: 309.961700
	Iteration 0F: 2 clusters Score -46668.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45932.613281 Penalty: 619.923401
	Iteration 0F: 3 clusters Score -45932.61 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -46292.812500 Penalty: 619.923401
	Iteration 1F: 3 clusters Score -46292.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -46394.292969 Penalty: 619.923401
	Iteration 2F: 3 clusters Score -46394.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -46460.402344 Penalty: 619.923401
	Iteration 3F: 3 clusters Score -46460.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -46498.472656 Penalty: 619.923401
	Iteration 4Q: 3 clusters Score -46498.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -46524.167969 Penalty: 619.923401
	Iteration 5Q: 3 clusters Score -46524.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -46539.628906 Penalty: 619.923401
	Iteration 6Q: 3 clusters Score -46539.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -46553.433594 Penalty: 619.923401
	Iteration 7Q: 3 clusters Score -46553.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -46563.753906 Penalty: 619.923401
	Iteration 8Q: 3 clusters Score -46563.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -46571.234375 Penalty: 619.923401
	Iteration 9Q: 3 clusters Score -46571.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -46573.550781 Penalty: 619.923401
	Iteration 10Q: 3 clusters Score -46573.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -46574.644531 Penalty: 619.923401
	Iteration 11Q: 3 clusters Score -46574.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -46575.035156 Penalty: 619.923401
	Iteration 12Q: 3 clusters Score -46575.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -46575.035156 Penalty: 619.923401
	Iteration 13F: 3 clusters Score -46575.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -189890.984375 Penalty: 368.777740
	Iteration 0F: 2 clusters Score -189891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -187605.687500 Penalty: 737.555481
	Iteration 0F: 3 clusters Score -187605.7 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -188555.843750 Penalty: 737.555481
	Iteration 1F: 3 clusters Score -188555.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -188809.156250 Penalty: 737.555481
	Iteration 2F: 3 clusters Score -188809.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -189004.625000 Penalty: 737.555481
	Iteration 3F: 3 clusters Score -189004.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -189187.750000 Penalty: 737.555481
	Iteration 4F: 3 clusters Score -189187.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -189299.359375 Penalty: 737.555481
	Iteration 5Q: 3 clusters Score -189299.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -189367.265625 Penalty: 737.555481
	Iteration 6Q: 3 clusters Score -189367.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -189426.546875 Penalty: 737.555481
	Iteration 7Q: 3 clusters Score -189426.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -189464.906250 Penalty: 737.555481
	Iteration 8Q: 3 clusters Score -189464.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -189489.390625 Penalty: 737.555481
	Iteration 9Q: 3 clusters Score -189489.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -189502.843750 Penalty: 737.555481
	Iteration 10Q: 3 clusters Score -189502.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -189511.750000 Penalty: 737.555481
	Iteration 11Q: 3 clusters Score -189511.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -189518.218750 Penalty: 737.555481
	Iteration 12Q: 3 clusters Score -189518.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -189523.734375 Penalty: 737.555481
	Iteration 13Q: 3 clusters Score -189523.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -189529.093750 Penalty: 737.555481
	Iteration 14Q: 3 clusters Score -189529.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -189532.875000 Penalty: 737.555481
	Iteration 15Q: 3 clusters Score -189532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -189536.593750 Penalty: 737.555481
	Iteration 16Q: 3 clusters Score -189536.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -189542.296875 Penalty: 737.555481
	Iteration 17Q: 3 clusters Score -189542.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -189546.390625 Penalty: 737.555481
	Iteration 18Q: 3 clusters Score -189546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -189548.625000 Penalty: 737.555481
	Iteration 19Q: 3 clusters Score -189548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -189550.296875 Penalty: 737.555481
	Iteration 20F: 3 clusters Score -189550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -189551.125000 Penalty: 737.555481
	Iteration 21Q: 3 clusters Score -189551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -189554.984375 Penalty: 737.555481
	Iteration 22Q: 3 clusters Score -189555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -189558.671875 Penalty: 737.555481
	Iteration 23Q: 3 clusters Score -189558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -189563.093750 Penalty: 737.555481
	Iteration 24Q: 3 clusters Score -189563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -189568.000000 Penalty: 737.555481
	Iteration 25Q: 3 clusters Score -189568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -189573.531250 Penalty: 737.555481
	Iteration 26Q: 3 clusters Score -189573.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -189578.812500 Penalty: 737.555481
	Iteration 27Q: 3 clusters Score -189578.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -189586.171875 Penalty: 737.555481
	Iteration 28Q: 3 clusters Score -189586.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -189596.531250 Penalty: 737.555481
	Iteration 29Q: 3 clusters Score -189596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -189603.515625 Penalty: 737.555481
	Iteration 30Q: 3 clusters Score -189603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -189610.062500 Penalty: 737.555481
	Iteration 31Q: 3 clusters Score -189610.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -189615.640625 Penalty: 737.555481
	Iteration 32Q: 3 clusters Score -189615.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -189620.640625 Penalty: 737.555481
	Iteration 33Q: 3 clusters Score -189620.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -189625.500000 Penalty: 737.555481
	Iteration 34Q: 3 clusters Score -189625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -189628.687500 Penalty: 737.555481
	Iteration 35Q: 3 clusters Score -189628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -189630.359375 Penalty: 737.555481
	Iteration 36Q: 3 clusters Score -189630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -189632.109375 Penalty: 737.555481
	Iteration 37Q: 3 clusters Score -189632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -189633.937500 Penalty: 737.555481
	Iteration 38Q: 3 clusters Score -189633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -189638.750000 Penalty: 737.555481
	Iteration 39Q: 3 clusters Score -189638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -189640.984375 Penalty: 737.555481
	Iteration 40F: 3 clusters Score -189641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -189642.015625 Penalty: 737.555481
	Iteration 41Q: 3 clusters Score -189642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -189643.859375 Penalty: 737.555481
	Iteration 42Q: 3 clusters Score -189643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -189644.796875 Penalty: 737.555481
	Iteration 43Q: 3 clusters Score -189644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -189645.921875 Penalty: 737.555481
	Iteration 44Q: 3 clusters Score -189645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -189645.828125 Penalty: 737.555481
	Iteration 45Q: 3 clusters Score -189645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -189645.828125 Penalty: 737.555481
	Iteration 46F: 3 clusters Score -189645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (74446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Entering Unmasked Estep 
Score: -4746210.000000 Penalty: 510.411255
	Iteration 0F: 2 clusters Score -4746210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4695908.500000 Penalty: 1020.822510
	Iteration 0F: 3 clusters Score -4695908 nChanged 36334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4718219.000000 Penalty: 1020.822510
	Iteration 1F: 3 clusters Score -4718219 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4720253.000000 Penalty: 1020.822510
	Iteration 2Q: 3 clusters Score -4720253 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4723559.000000 Penalty: 1020.822510
	Iteration 3F: 3 clusters Score -4723559 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4727847.500000 Penalty: 1020.822510
	Iteration 4F: 3 clusters Score -4727848 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4731773.500000 Penalty: 1020.822510
	Iteration 5F: 3 clusters Score -4731774 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -4733717.000000 Penalty: 1020.822510
	Iteration 6F: 3 clusters Score -4733717 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4734542.000000 Penalty: 1020.822510
	Iteration 7Q: 3 clusters Score -4734542 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4735117.500000 Penalty: 1020.822510
	Iteration 8Q: 3 clusters Score -4735118 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4735744.000000 Penalty: 1020.822510
	Iteration 9Q: 3 clusters Score -4735744 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4736448.000000 Penalty: 1020.822510
	Iteration 10Q: 3 clusters Score -4736448 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4737349.000000 Penalty: 1020.822510
	Iteration 11Q: 3 clusters Score -4737349 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4738275.000000 Penalty: 1020.822510
	Iteration 12Q: 3 clusters Score -4738275 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4739151.000000 Penalty: 1020.822510
	Iteration 13Q: 3 clusters Score -4739151 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4740007.500000 Penalty: 1020.822510
	Iteration 14Q: 3 clusters Score -4740008 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4740749.000000 Penalty: 1020.822510
	Iteration 15Q: 3 clusters Score -4740749 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4741334.500000 Penalty: 1020.822510
	Iteration 16Q: 3 clusters Score -4741334 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4741923.500000 Penalty: 1020.822510
	Iteration 17Q: 3 clusters Score -4741924 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4742390.000000 Penalty: 1020.822510
	Iteration 18Q: 3 clusters Score -4742390 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4742774.500000 Penalty: 1020.822510
	Iteration 19Q: 3 clusters Score -4742774 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -4743128.000000 Penalty: 1020.822510
	Iteration 20F: 3 clusters Score -4743128 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4743434.500000 Penalty: 1020.822510
	Iteration 21Q: 3 clusters Score -4743434 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4743689.500000 Penalty: 1020.822510
	Iteration 22Q: 3 clusters Score -4743690 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4743876.500000 Penalty: 1020.822510
	Iteration 23Q: 3 clusters Score -4743876 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4744022.000000 Penalty: 1020.822510
	Iteration 24Q: 3 clusters Score -4744022 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4744145.000000 Penalty: 1020.822510
	Iteration 25Q: 3 clusters Score -4744145 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4744207.500000 Penalty: 1020.822510
	Iteration 26Q: 3 clusters Score -4744208 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4744284.000000 Penalty: 1020.822510
	Iteration 27Q: 3 clusters Score -4744284 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4744348.500000 Penalty: 1020.822510
	Iteration 28Q: 3 clusters Score -4744348 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4744398.000000 Penalty: 1020.822510
	Iteration 29Q: 3 clusters Score -4744398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4744421.500000 Penalty: 1020.822510
	Iteration 30Q: 3 clusters Score -4744422 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4744472.500000 Penalty: 1020.822510
	Iteration 31Q: 3 clusters Score -4744472 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4744497.500000 Penalty: 1020.822510
	Iteration 32Q: 3 clusters Score -4744498 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4744515.500000 Penalty: 1020.822510
	Iteration 33Q: 3 clusters Score -4744516 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4744540.000000 Penalty: 1020.822510
	Iteration 34Q: 3 clusters Score -4744540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4744550.000000 Penalty: 1020.822510
	Iteration 35Q: 3 clusters Score -4744550 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4744576.000000 Penalty: 1020.822510
	Iteration 36Q: 3 clusters Score -4744576 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4744595.500000 Penalty: 1020.822510
	Iteration 37Q: 3 clusters Score -4744596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4744592.000000 Penalty: 1020.822510
	Iteration 38Q: 3 clusters Score -4744592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4744588.500000 Penalty: 1020.822510
	Iteration 39Q: 3 clusters Score -4744588 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4744605.000000 Penalty: 1020.822510
	Iteration 40F: 3 clusters Score -4744605 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4744612.000000 Penalty: 1020.822510
	Iteration 41Q: 3 clusters Score -4744612 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4744631.500000 Penalty: 1020.822510
	Iteration 42Q: 3 clusters Score -4744632 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4744637.500000 Penalty: 1020.822510
	Iteration 43Q: 3 clusters Score -4744638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4744632.500000 Penalty: 1020.822510
	Iteration 44Q: 3 clusters Score -4744632 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -4744654.500000 Penalty: 1020.822510
	Iteration 45Q: 3 clusters Score -4744654 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -4744673.500000 Penalty: 1020.822510
	Iteration 46Q: 3 clusters Score -4744674 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4744689.000000 Penalty: 1020.822510
	Iteration 47Q: 3 clusters Score -4744689 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4744710.000000 Penalty: 1020.822510
	Iteration 48Q: 3 clusters Score -4744710 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4744762.000000 Penalty: 1020.822510
	Iteration 49Q: 3 clusters Score -4744762 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4744762.500000 Penalty: 1020.822510
	Iteration 50Q: 3 clusters Score -4744762 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4744805.500000 Penalty: 1020.822510
	Iteration 51Q: 3 clusters Score -4744806 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4744833.000000 Penalty: 1020.822510
	Iteration 52Q: 3 clusters Score -4744833 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4744868.000000 Penalty: 1020.822510
	Iteration 53Q: 3 clusters Score -4744868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4744876.500000 Penalty: 1020.822510
	Iteration 54Q: 3 clusters Score -4744876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4744891.500000 Penalty: 1020.822510
	Iteration 55Q: 3 clusters Score -4744892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4744899.500000 Penalty: 1020.822510
	Iteration 56Q: 3 clusters Score -4744900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4744920.500000 Penalty: 1020.822510
	Iteration 57Q: 3 clusters Score -4744920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4744912.500000 Penalty: 1020.822510
	Iteration 58Q: 3 clusters Score -4744912 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4744924.000000 Penalty: 1020.822510
	Iteration 59Q: 3 clusters Score -4744924 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4744957.500000 Penalty: 1020.822510
	Iteration 60F: 3 clusters Score -4744958 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4744989.000000 Penalty: 1020.822510
	Iteration 61Q: 3 clusters Score -4744989 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4745030.500000 Penalty: 1020.822510
	Iteration 62Q: 3 clusters Score -4745030 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4745049.000000 Penalty: 1020.822510
	Iteration 63Q: 3 clusters Score -4745049 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4745094.500000 Penalty: 1020.822510
	Iteration 64Q: 3 clusters Score -4745094 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4745123.500000 Penalty: 1020.822510
	Iteration 65Q: 3 clusters Score -4745124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4745135.500000 Penalty: 1020.822510
	Iteration 66Q: 3 clusters Score -4745136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4745157.500000 Penalty: 1020.822510
	Iteration 67Q: 3 clusters Score -4745158 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4745191.000000 Penalty: 1020.822510
	Iteration 68Q: 3 clusters Score -4745191 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4745209.500000 Penalty: 1020.822510
	Iteration 69Q: 3 clusters Score -4745210 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4745244.000000 Penalty: 1020.822510
	Iteration 70Q: 3 clusters Score -4745244 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4745278.500000 Penalty: 1020.822510
	Iteration 71Q: 3 clusters Score -4745278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4745290.500000 Penalty: 1020.822510
	Iteration 72Q: 3 clusters Score -4745290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4745328.500000 Penalty: 1020.822510
	Iteration 73Q: 3 clusters Score -4745328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4745367.000000 Penalty: 1020.822510
	Iteration 74Q: 3 clusters Score -4745367 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4745391.000000 Penalty: 1020.822510
	Iteration 75Q: 3 clusters Score -4745391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4745420.500000 Penalty: 1020.822510
	Iteration 76Q: 3 clusters Score -4745420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4745457.000000 Penalty: 1020.822510
	Iteration 77Q: 3 clusters Score -4745457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4745498.500000 Penalty: 1020.822510
	Iteration 78Q: 3 clusters Score -4745498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4745530.000000 Penalty: 1020.822510
	Iteration 79Q: 3 clusters Score -4745530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4745554.000000 Penalty: 1020.822510
	Iteration 80F: 3 clusters Score -4745554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4745594.000000 Penalty: 1020.822510
	Iteration 81Q: 3 clusters Score -4745594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4745621.500000 Penalty: 1020.822510
	Iteration 82Q: 3 clusters Score -4745622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4745641.500000 Penalty: 1020.822510
	Iteration 83Q: 3 clusters Score -4745642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4745660.000000 Penalty: 1020.822510
	Iteration 84Q: 3 clusters Score -4745660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4745683.500000 Penalty: 1020.822510
	Iteration 85Q: 3 clusters Score -4745684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4745697.500000 Penalty: 1020.822510
	Iteration 86Q: 3 clusters Score -4745698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4745703.500000 Penalty: 1020.822510
	Iteration 87Q: 3 clusters Score -4745704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4745717.500000 Penalty: 1020.822510
	Iteration 88Q: 3 clusters Score -4745718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4745719.000000 Penalty: 1020.822510
	Iteration 89Q: 3 clusters Score -4745719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4745723.000000 Penalty: 1020.822510
	Iteration 90Q: 3 clusters Score -4745723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4745729.500000 Penalty: 1020.822510
	Iteration 91Q: 3 clusters Score -4745730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4745738.500000 Penalty: 1020.822510
	Iteration 92Q: 3 clusters Score -4745738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4745742.500000 Penalty: 1020.822510
	Iteration 93Q: 3 clusters Score -4745742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4745757.500000 Penalty: 1020.822510
	Iteration 94Q: 3 clusters Score -4745758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4745776.500000 Penalty: 1020.822510
	Iteration 95Q: 3 clusters Score -4745776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4745774.000000 Penalty: 1020.822510
	Iteration 96Q: 3 clusters Score -4745774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4745785.500000 Penalty: 1020.822510
	Iteration 97Q: 3 clusters Score -4745786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4745789.000000 Penalty: 1020.822510
	Iteration 98Q: 3 clusters Score -4745789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4745792.500000 Penalty: 1020.822510
	Iteration 99Q: 3 clusters Score -4745792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4745801.000000 Penalty: 1020.822510
	Iteration 100F: 3 clusters Score -4745801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4745807.500000 Penalty: 1020.822510
	Iteration 101Q: 3 clusters Score -4745808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4745808.500000 Penalty: 1020.822510
	Iteration 102Q: 3 clusters Score -4745808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4745809.500000 Penalty: 1020.822510
	Iteration 103Q: 3 clusters Score -4745810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4745811.000000 Penalty: 1020.822510
	Iteration 104Q: 3 clusters Score -4745811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4745812.500000 Penalty: 1020.822510
	Iteration 105Q: 3 clusters Score -4745812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4745812.500000 Penalty: 1020.822510
	Iteration 106Q: 3 clusters Score -4745812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4745817.000000 Penalty: 1020.822510
	Iteration 107Q: 3 clusters Score -4745817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4745817.000000 Penalty: 1020.822510
	Iteration 108F: 3 clusters Score -4745817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (83767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Entering Unmasked Estep 
Score: -5216942.000000 Penalty: 515.778625
	Iteration 0F: 2 clusters Score -5216942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -5165630.000000 Penalty: 1031.557251
	Iteration 0F: 3 clusters Score -5165630 nChanged 40871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -5192402.500000 Penalty: 1031.557251
	Iteration 1F: 3 clusters Score -5192402 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -5195600.500000 Penalty: 1031.557251
	Iteration 2F: 3 clusters Score -5195600 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -5200804.500000 Penalty: 1031.557251
	Iteration 3F: 3 clusters Score -5200804 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -5207899.500000 Penalty: 1031.557251
	Iteration 4F: 3 clusters Score -5207900 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -5214334.000000 Penalty: 1031.557251
	Iteration 5F: 3 clusters Score -5214334 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -5216288.000000 Penalty: 1031.557251
	Iteration 6F: 3 clusters Score -5216288 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -5216496.500000 Penalty: 1031.557251
	Iteration 7Q: 3 clusters Score -5216496 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -5216497.500000 Penalty: 1031.557251
	Iteration 8Q: 3 clusters Score -5216498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -5216513.500000 Penalty: 1031.557251
	Iteration 9Q: 3 clusters Score -5216514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -5216542.500000 Penalty: 1031.557251
	Iteration 10Q: 3 clusters Score -5216542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -5216555.500000 Penalty: 1031.557251
	Iteration 11Q: 3 clusters Score -5216556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -5216567.000000 Penalty: 1031.557251
	Iteration 12Q: 3 clusters Score -5216567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -5216566.500000 Penalty: 1031.557251
	Iteration 13Q: 3 clusters Score -5216566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -5216575.500000 Penalty: 1031.557251
	Iteration 14Q: 3 clusters Score -5216576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -5216575.500000 Penalty: 1031.557251
	Iteration 15F: 3 clusters Score -5216576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Entering Unmasked Estep 
Score: -1492055.125000 Penalty: 456.835114
	Iteration 0F: 2 clusters Score -1492055 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 11400 members 
Entering Unmasked Estep 
Score: -1476786.625000 Penalty: 913.670227
	Iteration 0F: 3 clusters Score -1476787 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1483361.625000 Penalty: 913.670227
	Iteration 1F: 3 clusters Score -1483362 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1483998.625000 Penalty: 913.670227
	Iteration 2F: 3 clusters Score -1483999 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1484896.625000 Penalty: 913.670227
	Iteration 3F: 3 clusters Score -1484897 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1486163.000000 Penalty: 913.670227
	Iteration 4F: 3 clusters Score -1486163 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1487446.000000 Penalty: 913.670227
	Iteration 5F: 3 clusters Score -1487446 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1488237.750000 Penalty: 913.670227
	Iteration 6F: 3 clusters Score -1488238 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1488558.625000 Penalty: 913.670227
	Iteration 7Q: 3 clusters Score -1488559 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1488737.875000 Penalty: 913.670227
	Iteration 8Q: 3 clusters Score -1488738 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1488871.250000 Penalty: 913.670227
	Iteration 9Q: 3 clusters Score -1488871 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1488985.125000 Penalty: 913.670227
	Iteration 10Q: 3 clusters Score -1488985 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1489067.625000 Penalty: 913.670227
	Iteration 11Q: 3 clusters Score -1489068 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1489158.375000 Penalty: 913.670227
	Iteration 12Q: 3 clusters Score -1489158 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1489258.875000 Penalty: 913.670227
	Iteration 13Q: 3 clusters Score -1489259 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1489357.000000 Penalty: 913.670227
	Iteration 14Q: 3 clusters Score -1489357 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1489457.375000 Penalty: 913.670227
	Iteration 15Q: 3 clusters Score -1489457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1489563.375000 Penalty: 913.670227
	Iteration 16Q: 3 clusters Score -1489563 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1489662.250000 Penalty: 913.670227
	Iteration 17Q: 3 clusters Score -1489662 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1489788.000000 Penalty: 913.670227
	Iteration 18Q: 3 clusters Score -1489788 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1489932.500000 Penalty: 913.670227
	Iteration 19Q: 3 clusters Score -1489932 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1490079.125000 Penalty: 913.670227
	Iteration 20F: 3 clusters Score -1490079 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1490228.000000 Penalty: 913.670227
	Iteration 21Q: 3 clusters Score -1490228 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1490371.250000 Penalty: 913.670227
	Iteration 22Q: 3 clusters Score -1490371 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1490490.625000 Penalty: 913.670227
	Iteration 23Q: 3 clusters Score -1490491 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1490622.875000 Penalty: 913.670227
	Iteration 24Q: 3 clusters Score -1490623 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1490756.000000 Penalty: 913.670227
	Iteration 25Q: 3 clusters Score -1490756 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1490871.125000 Penalty: 913.670227
	Iteration 26Q: 3 clusters Score -1490871 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1490984.375000 Penalty: 913.670227
	Iteration 27Q: 3 clusters Score -1490984 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1491088.875000 Penalty: 913.670227
	Iteration 28Q: 3 clusters Score -1491089 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1491179.750000 Penalty: 913.670227
	Iteration 29Q: 3 clusters Score -1491180 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1491276.250000 Penalty: 913.670227
	Iteration 30Q: 3 clusters Score -1491276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1491358.500000 Penalty: 913.670227
	Iteration 31Q: 3 clusters Score -1491358 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1491406.125000 Penalty: 913.670227
	Iteration 32Q: 3 clusters Score -1491406 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1491451.000000 Penalty: 913.670227
	Iteration 33Q: 3 clusters Score -1491451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1491495.500000 Penalty: 913.670227
	Iteration 34Q: 3 clusters Score -1491496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1491528.500000 Penalty: 913.670227
	Iteration 35Q: 3 clusters Score -1491528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1491552.625000 Penalty: 913.670227
	Iteration 36Q: 3 clusters Score -1491553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1491582.375000 Penalty: 913.670227
	Iteration 37Q: 3 clusters Score -1491582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1491607.625000 Penalty: 913.670227
	Iteration 38Q: 3 clusters Score -1491608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1491627.625000 Penalty: 913.670227
	Iteration 39Q: 3 clusters Score -1491628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1491641.750000 Penalty: 913.670227
	Iteration 40F: 3 clusters Score -1491642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1491649.625000 Penalty: 913.670227
	Iteration 41Q: 3 clusters Score -1491650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1491656.875000 Penalty: 913.670227
	Iteration 42Q: 3 clusters Score -1491657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1491664.250000 Penalty: 913.670227
	Iteration 43Q: 3 clusters Score -1491664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1491669.000000 Penalty: 913.670227
	Iteration 44Q: 3 clusters Score -1491669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1491676.625000 Penalty: 913.670227
	Iteration 45Q: 3 clusters Score -1491677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1491687.750000 Penalty: 913.670227
	Iteration 46Q: 3 clusters Score -1491688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1491696.250000 Penalty: 913.670227
	Iteration 47Q: 3 clusters Score -1491696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1491702.625000 Penalty: 913.670227
	Iteration 48Q: 3 clusters Score -1491703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1491702.750000 Penalty: 913.670227
	Iteration 49Q: 3 clusters Score -1491703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1491701.875000 Penalty: 913.670227
	Iteration 50Q: 3 clusters Score -1491702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1491703.625000 Penalty: 913.670227
	Iteration 51Q: 3 clusters Score -1491704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1491704.375000 Penalty: 913.670227
	Iteration 52Q: 3 clusters Score -1491704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1491704.000000 Penalty: 913.670227
	Iteration 53Q: 3 clusters Score -1491704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1491705.250000 Penalty: 913.670227
	Iteration 54Q: 3 clusters Score -1491705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1491705.250000 Penalty: 913.670227
	Iteration 55F: 3 clusters Score -1491705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Entering Unmasked Estep 
Score: -2089816.000000 Penalty: 473.753754
	Iteration 0F: 2 clusters Score -2089816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2067617.000000 Penalty: 947.507507
	Iteration 0F: 3 clusters Score -2067617 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2077226.250000 Penalty: 947.507507
	Iteration 1F: 3 clusters Score -2077226 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2078263.875000 Penalty: 947.507507
	Iteration 2F: 3 clusters Score -2078264 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2080118.750000 Penalty: 947.507507
	Iteration 3F: 3 clusters Score -2080119 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2082771.875000 Penalty: 947.507507
	Iteration 4F: 3 clusters Score -2082772 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2085419.000000 Penalty: 947.507507
	Iteration 5F: 3 clusters Score -2085419 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2087430.875000 Penalty: 947.507507
	Iteration 6F: 3 clusters Score -2087431 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2088612.875000 Penalty: 947.507507
	Iteration 7Q: 3 clusters Score -2088613 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2089073.250000 Penalty: 947.507507
	Iteration 8Q: 3 clusters Score -2089073 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2089254.625000 Penalty: 947.507507
	Iteration 9Q: 3 clusters Score -2089255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2089334.875000 Penalty: 947.507507
	Iteration 10Q: 3 clusters Score -2089335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2089366.875000 Penalty: 947.507507
	Iteration 11Q: 3 clusters Score -2089367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2089383.125000 Penalty: 947.507507
	Iteration 12Q: 3 clusters Score -2089383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2089387.125000 Penalty: 947.507507
	Iteration 13Q: 3 clusters Score -2089387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2089393.500000 Penalty: 947.507507
	Iteration 14Q: 3 clusters Score -2089394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2089396.125000 Penalty: 947.507507
	Iteration 15Q: 3 clusters Score -2089396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2089400.375000 Penalty: 947.507507
	Iteration 16Q: 3 clusters Score -2089400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2089403.000000 Penalty: 947.507507
	Iteration 17Q: 3 clusters Score -2089403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2089403.875000 Penalty: 947.507507
	Iteration 18Q: 3 clusters Score -2089404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2089403.625000 Penalty: 947.507507
	Iteration 19Q: 3 clusters Score -2089404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2089404.375000 Penalty: 947.507507
	Iteration 20F: 3 clusters Score -2089404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2089405.000000 Penalty: 947.507507
	Iteration 21Q: 3 clusters Score -2089405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2089404.000000 Penalty: 947.507507
	Iteration 22Q: 3 clusters Score -2089404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2089404.000000 Penalty: 947.507507
	Iteration 23F: 3 clusters Score -2089404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -585573.812500 Penalty: 417.904541
	Iteration 0F: 2 clusters Score -585573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -579168.812500 Penalty: 835.809082
	Iteration 0F: 3 clusters Score -579168.8 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -581827.562500 Penalty: 835.809082
	Iteration 1F: 3 clusters Score -581827.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -582124.937500 Penalty: 835.809082
	Iteration 2F: 3 clusters Score -582124.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -582549.125000 Penalty: 835.809082
	Iteration 3F: 3 clusters Score -582549.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -583088.125000 Penalty: 835.809082
	Iteration 4F: 3 clusters Score -583088.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -583762.312500 Penalty: 835.809082
	Iteration 5F: 3 clusters Score -583762.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -584367.625000 Penalty: 835.809082
	Iteration 6F: 3 clusters Score -584367.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -584711.500000 Penalty: 835.809082
	Iteration 7Q: 3 clusters Score -584711.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -584906.250000 Penalty: 835.809082
	Iteration 8Q: 3 clusters Score -584906.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -585012.375000 Penalty: 835.809082
	Iteration 9Q: 3 clusters Score -585012.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -585054.687500 Penalty: 835.809082
	Iteration 10Q: 3 clusters Score -585054.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -585091.437500 Penalty: 835.809082
	Iteration 11Q: 3 clusters Score -585091.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -585121.875000 Penalty: 835.809082
	Iteration 12Q: 3 clusters Score -585121.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -585156.187500 Penalty: 835.809082
	Iteration 13Q: 3 clusters Score -585156.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -585191.000000 Penalty: 835.809082
	Iteration 14Q: 3 clusters Score -585191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -585210.625000 Penalty: 835.809082
	Iteration 15Q: 3 clusters Score -585210.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -585229.437500 Penalty: 835.809082
	Iteration 16Q: 3 clusters Score -585229.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -585248.000000 Penalty: 835.809082
	Iteration 17Q: 3 clusters Score -585248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -585263.812500 Penalty: 835.809082
	Iteration 18Q: 3 clusters Score -585263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -585276.437500 Penalty: 835.809082
	Iteration 19Q: 3 clusters Score -585276.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -585286.625000 Penalty: 835.809082
	Iteration 20F: 3 clusters Score -585286.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -585295.312500 Penalty: 835.809082
	Iteration 21Q: 3 clusters Score -585295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -585298.000000 Penalty: 835.809082
	Iteration 22Q: 3 clusters Score -585298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -585301.000000 Penalty: 835.809082
	Iteration 23Q: 3 clusters Score -585301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -585302.062500 Penalty: 835.809082
	Iteration 24Q: 3 clusters Score -585302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -585304.000000 Penalty: 835.809082
	Iteration 25Q: 3 clusters Score -585304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -585304.000000 Penalty: 835.809082
	Iteration 26Q: 3 clusters Score -585304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -585304.812500 Penalty: 835.809082
	Iteration 27Q: 3 clusters Score -585304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -585305.625000 Penalty: 835.809082
	Iteration 28Q: 3 clusters Score -585305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -585306.250000 Penalty: 835.809082
	Iteration 29Q: 3 clusters Score -585306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -585307.375000 Penalty: 835.809082
	Iteration 30Q: 3 clusters Score -585307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -585307.625000 Penalty: 835.809082
	Iteration 31Q: 3 clusters Score -585307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -585309.250000 Penalty: 835.809082
	Iteration 32Q: 3 clusters Score -585309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -585308.687500 Penalty: 835.809082
	Iteration 33Q: 3 clusters Score -585308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -585308.812500 Penalty: 835.809082
	Iteration 34Q: 3 clusters Score -585308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -585308.875000 Penalty: 835.809082
	Iteration 35Q: 3 clusters Score -585308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -585310.687500 Penalty: 835.809082
	Iteration 36Q: 3 clusters Score -585310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -585311.062500 Penalty: 835.809082
	Iteration 37Q: 3 clusters Score -585311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -585311.312500 Penalty: 835.809082
	Iteration 38Q: 3 clusters Score -585311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -585311.312500 Penalty: 835.809082
	Iteration 39F: 3 clusters Score -585311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -203185.734375 Penalty: 370.051514
	Iteration 0F: 2 clusters Score -203185.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -200797.515625 Penalty: 740.103027
	Iteration 0F: 3 clusters Score -200797.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -201645.609375 Penalty: 740.103027
	Iteration 1F: 3 clusters Score -201645.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -201830.437500 Penalty: 740.103027
	Iteration 2F: 3 clusters Score -201830.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -202025.281250 Penalty: 740.103027
	Iteration 3F: 3 clusters Score -202025.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -202263.609375 Penalty: 740.103027
	Iteration 4F: 3 clusters Score -202263.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -202516.000000 Penalty: 740.103027
	Iteration 5F: 3 clusters Score -202516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -202722.515625 Penalty: 740.103027
	Iteration 6F: 3 clusters Score -202722.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -202872.562500 Penalty: 740.103027
	Iteration 7Q: 3 clusters Score -202872.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -202934.437500 Penalty: 740.103027
	Iteration 8Q: 3 clusters Score -202934.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -202961.187500 Penalty: 740.103027
	Iteration 9Q: 3 clusters Score -202961.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -202980.421875 Penalty: 740.103027
	Iteration 10Q: 3 clusters Score -202980.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -202989.031250 Penalty: 740.103027
	Iteration 11Q: 3 clusters Score -202989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -202993.500000 Penalty: 740.103027
	Iteration 12Q: 3 clusters Score -202993.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -202998.750000 Penalty: 740.103027
	Iteration 13Q: 3 clusters Score -202998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -203000.546875 Penalty: 740.103027
	Iteration 14Q: 3 clusters Score -203000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -203001.656250 Penalty: 740.103027
	Iteration 15Q: 3 clusters Score -203001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -203001.687500 Penalty: 740.103027
	Iteration 16Q: 3 clusters Score -203001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -203002.156250 Penalty: 740.103027
	Iteration 17Q: 3 clusters Score -203002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -203002.703125 Penalty: 740.103027
	Iteration 18Q: 3 clusters Score -203002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -203002.812500 Penalty: 740.103027
	Iteration 19Q: 3 clusters Score -203002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -203003.390625 Penalty: 740.103027
	Iteration 20F: 3 clusters Score -203003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -203003.312500 Penalty: 740.103027
	Iteration 21Q: 3 clusters Score -203003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -203003.250000 Penalty: 740.103027
	Iteration 22Q: 3 clusters Score -203003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -203003.718750 Penalty: 740.103027
	Iteration 23Q: 3 clusters Score -203003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -203003.718750 Penalty: 740.103027
	Iteration 24F: 3 clusters Score -203003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -26994.171875 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -26994.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26514.728516 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -26514.73 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26663.562500 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -26663.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26706.201172 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -26706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26736.671875 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -26736.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26757.970703 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -26757.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26769.771484 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -26769.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26777.488281 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -26777.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26784.421875 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -26784.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26794.720703 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -26794.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26801.339844 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -26801.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26809.369141 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -26809.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26813.320312 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -26813.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26814.210938 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -26814.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26819.005859 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -26819.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26822.583984 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -26822.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26823.466797 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -26823.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26825.375000 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -26825.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26831.380859 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -26831.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26836.998047 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -26837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26839.339844 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -26839.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26840.677734 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -26840.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26842.357422 Penalty: 569.969238
	Iteration 21Q: 3 clusters Score -26842.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26843.978516 Penalty: 569.969238
	Iteration 22Q: 3 clusters Score -26843.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26843.978516 Penalty: 569.969238
	Iteration 23F: 3 clusters Score -26843.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 77402 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27337 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 42041 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 77705 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 42523 members 
Mstep: Class 15 contains 42890 members 
Mstep: Class 16 contains 15933 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 21009 members 
Mstep: Class 24 contains 38946 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 74446 members 
Mstep: Class 29 contains 83767 members 
Mstep: Class 30 contains 22933 members 
Mstep: Class 31 contains 33262 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 33 contains 3405 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249188.000000 Penalty: 20813.578125
Iteration 279Q: 35 clusters Score -4.224919e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 77375 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27331 members 
Mstep: Class 6 contains 43498 members 
Mstep: Class 7 contains 41986 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 3492 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 77814 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 42525 members 
Mstep: Class 15 contains 42904 members 
Mstep: Class 16 contains 15899 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 21026 members 
Mstep: Class 24 contains 38973 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 74588 members 
Mstep: Class 29 contains 83705 members 
Mstep: Class 30 contains 22917 members 
Mstep: Class 31 contains 33144 members 
Mstep: Class 32 contains 9756 members 
Mstep: Class 33 contains 3403 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249232.000000 Penalty: 20813.578125
Iteration 280F: 35 clusters Score -4.224923e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 77344 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27325 members 
Mstep: Class 6 contains 43545 members 
Mstep: Class 7 contains 41925 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 77941 members 
Mstep: Class 13 contains 1310 members 
Mstep: Class 14 contains 42526 members 
Mstep: Class 15 contains 42902 members 
Mstep: Class 16 contains 15863 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 1752 members 
Mstep: Class 23 contains 21037 members 
Mstep: Class 24 contains 38986 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 74742 members 
Mstep: Class 29 contains 83655 members 
Mstep: Class 30 contains 22912 members 
Mstep: Class 31 contains 33025 members 
Mstep: Class 32 contains 9765 members 
Mstep: Class 33 contains 3402 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249252.000000 Penalty: 20813.578125
Iteration 281Q: 35 clusters Score -4.224925e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 77391 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27312 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 41861 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 78036 members 
Mstep: Class 13 contains 1317 members 
Mstep: Class 14 contains 42532 members 
Mstep: Class 15 contains 42903 members 
Mstep: Class 16 contains 15811 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 21049 members 
Mstep: Class 24 contains 39020 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 74874 members 
Mstep: Class 29 contains 83633 members 
Mstep: Class 30 contains 22898 members 
Mstep: Class 31 contains 32899 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 33 contains 3400 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249316.000000 Penalty: 20813.578125
Iteration 282Q: 35 clusters Score -4.224932e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 77498 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27303 members 
Mstep: Class 6 contains 43572 members 
Mstep: Class 7 contains 41804 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 78118 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 42538 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 15756 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 21070 members 
Mstep: Class 24 contains 39042 members 
Mstep: Class 25 contains 3967 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 74969 members 
Mstep: Class 29 contains 83602 members 
Mstep: Class 30 contains 22887 members 
Mstep: Class 31 contains 32769 members 
Mstep: Class 32 contains 9787 members 
Mstep: Class 33 contains 3403 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249348.000000 Penalty: 20813.578125
Iteration 283Q: 35 clusters Score -4.224935e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 77626 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27287 members 
Mstep: Class 6 contains 43572 members 
Mstep: Class 7 contains 41751 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 78207 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 42536 members 
Mstep: Class 15 contains 42914 members 
Mstep: Class 16 contains 15687 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 39057 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 75053 members 
Mstep: Class 29 contains 83572 members 
Mstep: Class 30 contains 22866 members 
Mstep: Class 31 contains 32651 members 
Mstep: Class 32 contains 9811 members 
Mstep: Class 33 contains 3403 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249288.000000 Penalty: 20813.578125
Iteration 284Q: 35 clusters Score -4.224929e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 77811 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27272 members 
Mstep: Class 6 contains 43535 members 
Mstep: Class 7 contains 41688 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 78310 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 42536 members 
Mstep: Class 15 contains 42900 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 21091 members 
Mstep: Class 24 contains 39077 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 75098 members 
Mstep: Class 29 contains 83538 members 
Mstep: Class 30 contains 22867 members 
Mstep: Class 31 contains 32532 members 
Mstep: Class 32 contains 9832 members 
Mstep: Class 33 contains 3400 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249392.000000 Penalty: 20813.578125
Iteration 285Q: 35 clusters Score -4.224939e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 78001 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27263 members 
Mstep: Class 6 contains 43479 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 78447 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 42531 members 
Mstep: Class 15 contains 42897 members 
Mstep: Class 16 contains 15557 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 21104 members 
Mstep: Class 24 contains 39107 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 75108 members 
Mstep: Class 29 contains 83520 members 
Mstep: Class 30 contains 22853 members 
Mstep: Class 31 contains 32414 members 
Mstep: Class 32 contains 9854 members 
Mstep: Class 33 contains 3396 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249464.000000 Penalty: 20813.578125
Iteration 286Q: 35 clusters Score -4.224946e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 78175 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27258 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 41543 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 78650 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 42514 members 
Mstep: Class 15 contains 42885 members 
Mstep: Class 16 contains 15503 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 21123 members 
Mstep: Class 24 contains 39118 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 75074 members 
Mstep: Class 29 contains 83490 members 
Mstep: Class 30 contains 22839 members 
Mstep: Class 31 contains 32303 members 
Mstep: Class 32 contains 9878 members 
Mstep: Class 33 contains 3391 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249524.000000 Penalty: 20813.578125
Iteration 287Q: 35 clusters Score -4.224952e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 78389 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27251 members 
Mstep: Class 6 contains 43396 members 
Mstep: Class 7 contains 41488 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 3465 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 78892 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 42510 members 
Mstep: Class 15 contains 42880 members 
Mstep: Class 16 contains 15432 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 21142 members 
Mstep: Class 24 contains 39142 members 
Mstep: Class 25 contains 3978 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3276 members 
Mstep: Class 28 contains 74993 members 
Mstep: Class 29 contains 83452 members 
Mstep: Class 30 contains 22827 members 
Mstep: Class 31 contains 32182 members 
Mstep: Class 32 contains 9904 members 
Mstep: Class 33 contains 3384 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249460.000000 Penalty: 20813.578125
Iteration 288Q: 35 clusters Score -4.224946e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 78555 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27244 members 
Mstep: Class 6 contains 43362 members 
Mstep: Class 7 contains 41433 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 8161 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 79162 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 15 contains 42867 members 
Mstep: Class 16 contains 15357 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 21182 members 
Mstep: Class 24 contains 39161 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 74890 members 
Mstep: Class 29 contains 83447 members 
Mstep: Class 30 contains 22816 members 
Mstep: Class 31 contains 32046 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 3375 members 
Mstep: Class 34 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249560.000000 Penalty: 20813.578125
Iteration 289Q: 35 clusters Score -4.224956e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78670 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27239 members 
Mstep: Class 6 contains 43348 members 
Mstep: Class 7 contains 41383 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 8121 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 79452 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 15 contains 42871 members 
Mstep: Class 16 contains 15271 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 21220 members 
Mstep: Class 24 contains 39180 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 74783 members 
Mstep: Class 29 contains 83449 members 
Mstep: Class 30 contains 22783 members 
Mstep: Class 31 contains 31905 members 
Mstep: Class 32 contains 9954 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249528.000000 Penalty: 20813.578125
Iteration 290Q: 35 clusters Score -4.224953e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 78743 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27234 members 
Mstep: Class 6 contains 43361 members 
Mstep: Class 7 contains 41342 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 3453 members 
Mstep: Class 10 contains 8063 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 21266 members 
Mstep: Class 24 contains 39183 members 
Mstep: Class 25 contains 3987 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3249 members 
Mstep: Class 28 contains 74657 members 
Mstep: Class 29 contains 83466 members 
Mstep: Class 30 contains 22754 members 
Mstep: Class 31 contains 31767 members 
Mstep: Class 32 contains 9963 members 
Mstep: Class 33 contains 3370 members 
Mstep: Class 34 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249520.000000 Penalty: 20813.578125
Iteration 291Q: 35 clusters Score -4.224952e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 78752 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27229 members 
Mstep: Class 6 contains 43399 members 
Mstep: Class 7 contains 41302 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 7998 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 80047 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 15 contains 42871 members 
Mstep: Class 16 contains 15143 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 21326 members 
Mstep: Class 24 contains 39191 members 
Mstep: Class 25 contains 3993 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3247 members 
Mstep: Class 28 contains 74554 members 
Mstep: Class 29 contains 83475 members 
Mstep: Class 30 contains 22721 members 
Mstep: Class 31 contains 31652 members 
Mstep: Class 32 contains 9959 members 
Mstep: Class 33 contains 3368 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249304.000000 Penalty: 20813.578125
Iteration 292Q: 35 clusters Score -4.22493e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 78695 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27221 members 
Mstep: Class 6 contains 43421 members 
Mstep: Class 7 contains 41257 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 80369 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 15 contains 42867 members 
Mstep: Class 16 contains 15088 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 21384 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 3993 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 3244 members 
Mstep: Class 28 contains 74512 members 
Mstep: Class 29 contains 83491 members 
Mstep: Class 30 contains 22677 members 
Mstep: Class 31 contains 31531 members 
Mstep: Class 32 contains 9947 members 
Mstep: Class 33 contains 3366 members 
Mstep: Class 34 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249240.000000 Penalty: 20813.578125
Iteration 293Q: 35 clusters Score -4.224924e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 78634 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27216 members 
Mstep: Class 6 contains 43429 members 
Mstep: Class 7 contains 41196 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 7872 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 80667 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 15 contains 42859 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 655 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 1752 members 
Mstep: Class 23 contains 21462 members 
Mstep: Class 24 contains 39246 members 
Mstep: Class 25 contains 3998 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 3241 members 
Mstep: Class 28 contains 74497 members 
Mstep: Class 29 contains 83487 members 
Mstep: Class 30 contains 22642 members 
Mstep: Class 31 contains 31425 members 
Mstep: Class 32 contains 9938 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249196.000000 Penalty: 20813.578125
Iteration 294Q: 35 clusters Score -4.22492e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 78601 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27208 members 
Mstep: Class 6 contains 43434 members 
Mstep: Class 7 contains 41142 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 80906 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 42513 members 
Mstep: Class 15 contains 42845 members 
Mstep: Class 16 contains 14967 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 1757 members 
Mstep: Class 23 contains 21537 members 
Mstep: Class 24 contains 39274 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 3237 members 
Mstep: Class 28 contains 74507 members 
Mstep: Class 29 contains 83450 members 
Mstep: Class 30 contains 22617 members 
Mstep: Class 31 contains 31335 members 
Mstep: Class 32 contains 9942 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249140.000000 Penalty: 20813.578125
Iteration 295Q: 35 clusters Score -4.224914e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 78594 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27206 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 41094 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 7727 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 81154 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 42835 members 
Mstep: Class 16 contains 14906 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 664 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 1763 members 
Mstep: Class 23 contains 21614 members 
Mstep: Class 24 contains 39300 members 
Mstep: Class 25 contains 4002 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 74513 members 
Mstep: Class 29 contains 83408 members 
Mstep: Class 30 contains 22600 members 
Mstep: Class 31 contains 31239 members 
Mstep: Class 32 contains 9934 members 
Mstep: Class 33 contains 3350 members 
Mstep: Class 34 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249080.000000 Penalty: 20813.578125
Iteration 296Q: 35 clusters Score -4.224908e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 78678 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27196 members 
Mstep: Class 6 contains 43448 members 
Mstep: Class 7 contains 41047 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 7650 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 81341 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 15 contains 42828 members 
Mstep: Class 16 contains 14854 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 1766 members 
Mstep: Class 23 contains 21693 members 
Mstep: Class 24 contains 39322 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 3229 members 
Mstep: Class 28 contains 74506 members 
Mstep: Class 29 contains 83367 members 
Mstep: Class 30 contains 22577 members 
Mstep: Class 31 contains 31147 members 
Mstep: Class 32 contains 9938 members 
Mstep: Class 33 contains 3343 members 
Mstep: Class 34 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249072.000000 Penalty: 20813.578125
Iteration 297Q: 35 clusters Score -4.224907e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 78783 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27189 members 
Mstep: Class 6 contains 43438 members 
Mstep: Class 7 contains 40994 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 7576 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 81523 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 42805 members 
Mstep: Class 16 contains 14800 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1768 members 
Mstep: Class 23 contains 21769 members 
Mstep: Class 24 contains 39344 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 74466 members 
Mstep: Class 29 contains 83323 members 
Mstep: Class 30 contains 22565 members 
Mstep: Class 31 contains 31060 members 
Mstep: Class 32 contains 9954 members 
Mstep: Class 33 contains 3338 members 
Mstep: Class 34 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248752.000000 Penalty: 20813.578125
Iteration 298Q: 35 clusters Score -4.224875e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 78916 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27169 members 
Mstep: Class 6 contains 43460 members 
Mstep: Class 7 contains 40952 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 81689 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 15 contains 42783 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 21849 members 
Mstep: Class 24 contains 39357 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 74404 members 
Mstep: Class 29 contains 83266 members 
Mstep: Class 30 contains 22562 members 
Mstep: Class 31 contains 30969 members 
Mstep: Class 32 contains 9949 members 
Mstep: Class 33 contains 3339 members 
Mstep: Class 34 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248680.000000 Penalty: 20813.578125
Iteration 299Q: 35 clusters Score -4.224868e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79064 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27152 members 
Mstep: Class 6 contains 43508 members 
Mstep: Class 7 contains 40906 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 81875 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 42481 members 
Mstep: Class 15 contains 42770 members 
Mstep: Class 16 contains 14714 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 678 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 21943 members 
Mstep: Class 24 contains 39372 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 74276 members 
Mstep: Class 29 contains 83203 members 
Mstep: Class 30 contains 22552 members 
Mstep: Class 31 contains 30873 members 
Mstep: Class 32 contains 9938 members 
Mstep: Class 33 contains 3336 members 
Mstep: Class 34 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248584.000000 Penalty: 20813.578125
Iteration 300F: 35 clusters Score -4.224858e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79092 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 43593 members 
Mstep: Class 7 contains 40861 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 7386 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 82123 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 42468 members 
Mstep: Class 15 contains 42757 members 
Mstep: Class 16 contains 14692 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 680 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 22030 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 3218 members 
Mstep: Class 28 contains 74144 members 
Mstep: Class 29 contains 83152 members 
Mstep: Class 30 contains 22541 members 
Mstep: Class 31 contains 30771 members 
Mstep: Class 32 contains 9937 members 
Mstep: Class 33 contains 3329 members 
Mstep: Class 34 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248444.000000 Penalty: 20813.578125
Iteration 301Q: 35 clusters Score -4.224844e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79060 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27113 members 
Mstep: Class 6 contains 43662 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 7312 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 82408 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 42461 members 
Mstep: Class 15 contains 42752 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 681 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 22121 members 
Mstep: Class 24 contains 39404 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 74056 members 
Mstep: Class 29 contains 83103 members 
Mstep: Class 30 contains 22518 members 
Mstep: Class 31 contains 30669 members 
Mstep: Class 32 contains 9930 members 
Mstep: Class 33 contains 3324 members 
Mstep: Class 34 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248276.000000 Penalty: 20813.578125
Iteration 302Q: 35 clusters Score -4.224828e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 79018 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27094 members 
Mstep: Class 6 contains 43715 members 
Mstep: Class 7 contains 40762 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 82638 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 42445 members 
Mstep: Class 15 contains 42748 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 22210 members 
Mstep: Class 24 contains 39442 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 3200 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 83066 members 
Mstep: Class 30 contains 22500 members 
Mstep: Class 31 contains 30582 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247972.000000 Penalty: 20813.578125
Iteration 303Q: 35 clusters Score -4.224797e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78967 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27076 members 
Mstep: Class 6 contains 43733 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 7159 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 82877 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 42429 members 
Mstep: Class 15 contains 42759 members 
Mstep: Class 16 contains 14653 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 689 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 22295 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 74025 members 
Mstep: Class 29 contains 83047 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 30482 members 
Mstep: Class 32 contains 9924 members 
Mstep: Class 33 contains 3308 members 
Mstep: Class 34 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247828.000000 Penalty: 20813.578125
Iteration 304Q: 35 clusters Score -4.224783e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78854 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27054 members 
Mstep: Class 6 contains 43764 members 
Mstep: Class 7 contains 40691 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 83084 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 15 contains 42774 members 
Mstep: Class 16 contains 14643 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 22395 members 
Mstep: Class 24 contains 39458 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 74068 members 
Mstep: Class 29 contains 83030 members 
Mstep: Class 30 contains 22439 members 
Mstep: Class 31 contains 30375 members 
Mstep: Class 32 contains 9915 members 
Mstep: Class 33 contains 3302 members 
Mstep: Class 34 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247400.000000 Penalty: 20813.578125
Iteration 305Q: 35 clusters Score -4.22474e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78776 members 
Mstep: Class 3 contains 1032 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27029 members 
Mstep: Class 6 contains 43765 members 
Mstep: Class 7 contains 40651 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 83235 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 42423 members 
Mstep: Class 15 contains 42786 members 
Mstep: Class 16 contains 14643 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 39462 members 
Mstep: Class 25 contains 4014 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 74174 members 
Mstep: Class 29 contains 83023 members 
Mstep: Class 30 contains 22409 members 
Mstep: Class 31 contains 30256 members 
Mstep: Class 32 contains 9903 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247180.000000 Penalty: 20813.578125
Iteration 306Q: 35 clusters Score -4.224718e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78749 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 43733 members 
Mstep: Class 7 contains 40604 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 7024 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 83402 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 42420 members 
Mstep: Class 15 contains 42788 members 
Mstep: Class 16 contains 14661 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 22591 members 
Mstep: Class 24 contains 39470 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 74279 members 
Mstep: Class 29 contains 82966 members 
Mstep: Class 30 contains 22385 members 
Mstep: Class 31 contains 30141 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 3283 members 
Mstep: Class 34 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247124.000000 Penalty: 20813.578125
Iteration 307Q: 35 clusters Score -4.224712e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78728 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26990 members 
Mstep: Class 6 contains 43669 members 
Mstep: Class 7 contains 40573 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6990 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 83584 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 42418 members 
Mstep: Class 15 contains 42786 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 22703 members 
Mstep: Class 24 contains 39449 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3167 members 
Mstep: Class 28 contains 74383 members 
Mstep: Class 29 contains 82920 members 
Mstep: Class 30 contains 22355 members 
Mstep: Class 31 contains 30036 members 
Mstep: Class 32 contains 9863 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247124.000000 Penalty: 20813.578125
Iteration 308Q: 35 clusters Score -4.224712e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78770 members 
Mstep: Class 3 contains 1040 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26972 members 
Mstep: Class 6 contains 43602 members 
Mstep: Class 7 contains 40528 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 83747 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 42418 members 
Mstep: Class 15 contains 42779 members 
Mstep: Class 16 contains 14666 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 22811 members 
Mstep: Class 24 contains 39427 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 74440 members 
Mstep: Class 29 contains 82906 members 
Mstep: Class 30 contains 22330 members 
Mstep: Class 31 contains 29939 members 
Mstep: Class 32 contains 9851 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247056.000000 Penalty: 20813.578125
Iteration 309Q: 35 clusters Score -4.224706e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 78849 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26953 members 
Mstep: Class 6 contains 43520 members 
Mstep: Class 7 contains 40495 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 6878 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 83936 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 15 contains 42763 members 
Mstep: Class 16 contains 14665 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 22917 members 
Mstep: Class 24 contains 39400 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3146 members 
Mstep: Class 28 contains 74494 members 
Mstep: Class 29 contains 82879 members 
Mstep: Class 30 contains 22314 members 
Mstep: Class 31 contains 29833 members 
Mstep: Class 32 contains 9830 members 
Mstep: Class 33 contains 3261 members 
Mstep: Class 34 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246968.000000 Penalty: 20813.578125
Iteration 310Q: 35 clusters Score -4.224697e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 78981 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26926 members 
Mstep: Class 6 contains 43444 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 6809 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 84108 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 42407 members 
Mstep: Class 15 contains 42752 members 
Mstep: Class 16 contains 14661 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 23017 members 
Mstep: Class 24 contains 39355 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 74538 members 
Mstep: Class 29 contains 82854 members 
Mstep: Class 30 contains 22297 members 
Mstep: Class 31 contains 29730 members 
Mstep: Class 32 contains 9818 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246624.000000 Penalty: 20813.578125
Iteration 311Q: 35 clusters Score -4.224662e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 79153 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26905 members 
Mstep: Class 6 contains 43381 members 
Mstep: Class 7 contains 40381 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 84337 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 42394 members 
Mstep: Class 15 contains 42746 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 23103 members 
Mstep: Class 24 contains 39310 members 
Mstep: Class 25 contains 4027 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3129 members 
Mstep: Class 28 contains 74518 members 
Mstep: Class 29 contains 82812 members 
Mstep: Class 30 contains 22279 members 
Mstep: Class 31 contains 29608 members 
Mstep: Class 32 contains 9803 members 
Mstep: Class 33 contains 3248 members 
Mstep: Class 34 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246532.000000 Penalty: 20813.578125
Iteration 312Q: 35 clusters Score -4.224653e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 79318 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 43292 members 
Mstep: Class 7 contains 40318 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 84574 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 42385 members 
Mstep: Class 15 contains 42738 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 23198 members 
Mstep: Class 24 contains 39284 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3113 members 
Mstep: Class 28 contains 74507 members 
Mstep: Class 29 contains 82746 members 
Mstep: Class 30 contains 22273 members 
Mstep: Class 31 contains 29502 members 
Mstep: Class 32 contains 9799 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246468.000000 Penalty: 20813.578125
Iteration 313Q: 35 clusters Score -4.224647e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 79466 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26854 members 
Mstep: Class 6 contains 43197 members 
Mstep: Class 7 contains 40266 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 42383 members 
Mstep: Class 15 contains 42727 members 
Mstep: Class 16 contains 14663 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 23306 members 
Mstep: Class 24 contains 39242 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 3092 members 
Mstep: Class 28 contains 74423 members 
Mstep: Class 29 contains 82737 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 29400 members 
Mstep: Class 32 contains 9796 members 
Mstep: Class 33 contains 3233 members 
Mstep: Class 34 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246472.000000 Penalty: 20813.578125
Iteration 314Q: 35 clusters Score -4.224647e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79605 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26836 members 
Mstep: Class 6 contains 43068 members 
Mstep: Class 7 contains 40195 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 85075 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 42382 members 
Mstep: Class 15 contains 42714 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 23412 members 
Mstep: Class 24 contains 39209 members 
Mstep: Class 25 contains 4032 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 3069 members 
Mstep: Class 28 contains 74335 members 
Mstep: Class 29 contains 82741 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 29294 members 
Mstep: Class 32 contains 9796 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246324.000000 Penalty: 20813.578125
Iteration 315Q: 35 clusters Score -4.224632e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 79810 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26810 members 
Mstep: Class 6 contains 42994 members 
Mstep: Class 7 contains 40141 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 6479 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 85313 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 42391 members 
Mstep: Class 15 contains 42708 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 23516 members 
Mstep: Class 24 contains 39165 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 3045 members 
Mstep: Class 28 contains 74170 members 
Mstep: Class 29 contains 82743 members 
Mstep: Class 30 contains 22246 members 
Mstep: Class 31 contains 29201 members 
Mstep: Class 32 contains 9798 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245828.000000 Penalty: 20813.578125
Iteration 316Q: 35 clusters Score -4.224583e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 79983 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26778 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 40088 members 
Mstep: Class 8 contains 4005 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 85589 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 42401 members 
Mstep: Class 15 contains 42703 members 
Mstep: Class 16 contains 14669 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1795 members 
Mstep: Class 23 contains 23622 members 
Mstep: Class 24 contains 39117 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 73935 members 
Mstep: Class 29 contains 82754 members 
Mstep: Class 30 contains 22234 members 
Mstep: Class 31 contains 29112 members 
Mstep: Class 32 contains 9806 members 
Mstep: Class 33 contains 3224 members 
Mstep: Class 34 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245552.000000 Penalty: 20813.578125
Iteration 317Q: 35 clusters Score -4.224555e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80121 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26749 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 40039 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 6386 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 85911 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 14655 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1800 members 
Mstep: Class 23 contains 23737 members 
Mstep: Class 24 contains 39063 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2995 members 
Mstep: Class 28 contains 73645 members 
Mstep: Class 29 contains 82740 members 
Mstep: Class 30 contains 22231 members 
Mstep: Class 31 contains 29040 members 
Mstep: Class 32 contains 9807 members 
Mstep: Class 33 contains 3223 members 
Mstep: Class 34 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245244.000000 Penalty: 20813.578125
Iteration 318Q: 35 clusters Score -4.224524e+07 nChanged 2037
Entering ConstructFrom: 
Score: -42245244.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -45649.160156 Penalty: 298.333405
	Iteration 0F: 2 clusters Score -45649.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45017.824219 Penalty: 596.666809
	Iteration 0F: 3 clusters Score -45017.82 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45190.660156 Penalty: 596.666809
	Iteration 1F: 3 clusters Score -45190.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45213.949219 Penalty: 596.666809
	Iteration 2F: 3 clusters Score -45213.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45224.343750 Penalty: 596.666809
	Iteration 3Q: 3 clusters Score -45224.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -45232.937500 Penalty: 596.666809
	Iteration 4Q: 3 clusters Score -45232.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45236.207031 Penalty: 596.666809
	Iteration 5Q: 3 clusters Score -45236.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45241.031250 Penalty: 596.666809
	Iteration 6Q: 3 clusters Score -45241.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45246.582031 Penalty: 596.666809
	Iteration 7Q: 3 clusters Score -45246.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -45249.769531 Penalty: 596.666809
	Iteration 8Q: 3 clusters Score -45249.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -45254.164062 Penalty: 596.666809
	Iteration 9Q: 3 clusters Score -45254.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45260.191406 Penalty: 596.666809
	Iteration 10Q: 3 clusters Score -45260.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -45265.457031 Penalty: 596.666809
	Iteration 11Q: 3 clusters Score -45265.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -45267.996094 Penalty: 596.666809
	Iteration 12Q: 3 clusters Score -45268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45270.277344 Penalty: 596.666809
	Iteration 13Q: 3 clusters Score -45270.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45274.210938 Penalty: 596.666809
	Iteration 14Q: 3 clusters Score -45274.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45280.597656 Penalty: 596.666809
	Iteration 15Q: 3 clusters Score -45280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -45284.992188 Penalty: 596.666809
	Iteration 16Q: 3 clusters Score -45284.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45293.496094 Penalty: 596.666809
	Iteration 17Q: 3 clusters Score -45293.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -45302.312500 Penalty: 596.666809
	Iteration 18Q: 3 clusters Score -45302.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -45310.695312 Penalty: 596.666809
	Iteration 19Q: 3 clusters Score -45310.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -45323.558594 Penalty: 596.666809
	Iteration 20F: 3 clusters Score -45323.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -45336.546875 Penalty: 596.666809
	Iteration 21Q: 3 clusters Score -45336.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -45343.269531 Penalty: 596.666809
	Iteration 22Q: 3 clusters Score -45343.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -45353.628906 Penalty: 596.666809
	Iteration 23Q: 3 clusters Score -45353.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -45364.011719 Penalty: 596.666809
	Iteration 24Q: 3 clusters Score -45364.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -45380.175781 Penalty: 596.666809
	Iteration 25Q: 3 clusters Score -45380.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -45393.195312 Penalty: 596.666809
	Iteration 26Q: 3 clusters Score -45393.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -45406.312500 Penalty: 596.666809
	Iteration 27Q: 3 clusters Score -45406.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -45419.582031 Penalty: 596.666809
	Iteration 28Q: 3 clusters Score -45419.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -45429.050781 Penalty: 596.666809
	Iteration 29Q: 3 clusters Score -45429.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45433.640625 Penalty: 596.666809
	Iteration 30Q: 3 clusters Score -45433.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -45436.566406 Penalty: 596.666809
	Iteration 31Q: 3 clusters Score -45436.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -45439.359375 Penalty: 596.666809
	Iteration 32Q: 3 clusters Score -45439.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -45443.121094 Penalty: 596.666809
	Iteration 33Q: 3 clusters Score -45443.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45444.894531 Penalty: 596.666809
	Iteration 34Q: 3 clusters Score -45444.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45445.933594 Penalty: 596.666809
	Iteration 35Q: 3 clusters Score -45445.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45447.132812 Penalty: 596.666809
	Iteration 36Q: 3 clusters Score -45447.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45447.378906 Penalty: 596.666809
	Iteration 37Q: 3 clusters Score -45447.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45450.804688 Penalty: 596.666809
	Iteration 38Q: 3 clusters Score -45450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45456.472656 Penalty: 596.666809
	Iteration 39Q: 3 clusters Score -45456.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45462.859375 Penalty: 596.666809
	Iteration 40F: 3 clusters Score -45462.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45471.417969 Penalty: 596.666809
	Iteration 41Q: 3 clusters Score -45471.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45475.144531 Penalty: 596.666809
	Iteration 42Q: 3 clusters Score -45475.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45477.500000 Penalty: 596.666809
	Iteration 43Q: 3 clusters Score -45477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45478.773438 Penalty: 596.666809
	Iteration 44Q: 3 clusters Score -45478.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45479.203125 Penalty: 596.666809
	Iteration 45Q: 3 clusters Score -45479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45479.203125 Penalty: 596.666809
	Iteration 46F: 3 clusters Score -45479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Entering Unmasked Estep 
Score: -5055522.500000 Penalty: 513.740234
	Iteration 0F: 2 clusters Score -5055522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -5002038.500000 Penalty: 1027.480469
	Iteration 0F: 3 clusters Score -5002038 nChanged 38894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -5026464.000000 Penalty: 1027.480469
	Iteration 1F: 3 clusters Score -5026464 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -5028361.500000 Penalty: 1027.480469
	Iteration 2F: 3 clusters Score -5028362 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5031947.500000 Penalty: 1027.480469
	Iteration 3F: 3 clusters Score -5031948 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -5037650.500000 Penalty: 1027.480469
	Iteration 4F: 3 clusters Score -5037650 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -5044525.500000 Penalty: 1027.480469
	Iteration 5F: 3 clusters Score -5044526 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5051727.500000 Penalty: 1027.480469
	Iteration 6F: 3 clusters Score -5051728 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5054343.500000 Penalty: 1027.480469
	Iteration 7Q: 3 clusters Score -5054344 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5054931.000000 Penalty: 1027.480469
	Iteration 8Q: 3 clusters Score -5054931 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5055056.000000 Penalty: 1027.480469
	Iteration 9Q: 3 clusters Score -5055056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5055087.500000 Penalty: 1027.480469
	Iteration 10Q: 3 clusters Score -5055088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5055091.000000 Penalty: 1027.480469
	Iteration 11Q: 3 clusters Score -5055091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5055092.500000 Penalty: 1027.480469
	Iteration 12Q: 3 clusters Score -5055092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5055092.500000 Penalty: 1027.480469
	Iteration 13F: 3 clusters Score -5055092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -70788.210938 Penalty: 317.804596
	Iteration 0F: 2 clusters Score -70788.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -69941.921875 Penalty: 635.609192
	Iteration 0F: 3 clusters Score -69941.92 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70177.210938 Penalty: 635.609192
	Iteration 1F: 3 clusters Score -70177.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70228.421875 Penalty: 635.609192
	Iteration 2F: 3 clusters Score -70228.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70264.640625 Penalty: 635.609192
	Iteration 3F: 3 clusters Score -70264.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70292.859375 Penalty: 635.609192
	Iteration 4Q: 3 clusters Score -70292.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70309.875000 Penalty: 635.609192
	Iteration 5Q: 3 clusters Score -70309.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -70327.031250 Penalty: 635.609192
	Iteration 6Q: 3 clusters Score -70327.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70342.539062 Penalty: 635.609192
	Iteration 7Q: 3 clusters Score -70342.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -70352.398438 Penalty: 635.609192
	Iteration 8Q: 3 clusters Score -70352.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -70364.281250 Penalty: 635.609192
	Iteration 9Q: 3 clusters Score -70364.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -70373.468750 Penalty: 635.609192
	Iteration 10Q: 3 clusters Score -70373.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -70388.914062 Penalty: 635.609192
	Iteration 11Q: 3 clusters Score -70388.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -70405.351562 Penalty: 635.609192
	Iteration 12Q: 3 clusters Score -70405.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -70419.687500 Penalty: 635.609192
	Iteration 13Q: 3 clusters Score -70419.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -70432.593750 Penalty: 635.609192
	Iteration 14Q: 3 clusters Score -70432.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -70438.203125 Penalty: 635.609192
	Iteration 15Q: 3 clusters Score -70438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -70445.156250 Penalty: 635.609192
	Iteration 16Q: 3 clusters Score -70445.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -70452.773438 Penalty: 635.609192
	Iteration 17Q: 3 clusters Score -70452.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -70457.375000 Penalty: 635.609192
	Iteration 18Q: 3 clusters Score -70457.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -70462.398438 Penalty: 635.609192
	Iteration 19Q: 3 clusters Score -70462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70467.359375 Penalty: 635.609192
	Iteration 20F: 3 clusters Score -70467.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -70470.304688 Penalty: 635.609192
	Iteration 21Q: 3 clusters Score -70470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -70472.554688 Penalty: 635.609192
	Iteration 22Q: 3 clusters Score -70472.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -70473.453125 Penalty: 635.609192
	Iteration 23Q: 3 clusters Score -70473.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -70477.812500 Penalty: 635.609192
	Iteration 24Q: 3 clusters Score -70477.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -70483.476562 Penalty: 635.609192
	Iteration 25Q: 3 clusters Score -70483.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -70490.195312 Penalty: 635.609192
	Iteration 26Q: 3 clusters Score -70490.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -70496.585938 Penalty: 635.609192
	Iteration 27Q: 3 clusters Score -70496.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -70498.710938 Penalty: 635.609192
	Iteration 28Q: 3 clusters Score -70498.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -70500.921875 Penalty: 635.609192
	Iteration 29Q: 3 clusters Score -70500.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -70504.382812 Penalty: 635.609192
	Iteration 30Q: 3 clusters Score -70504.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -70506.445312 Penalty: 635.609192
	Iteration 31Q: 3 clusters Score -70506.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -70508.421875 Penalty: 635.609192
	Iteration 32Q: 3 clusters Score -70508.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -70509.421875 Penalty: 635.609192
	Iteration 33Q: 3 clusters Score -70509.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -70509.421875 Penalty: 635.609192
	Iteration 34F: 3 clusters Score -70509.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -5884.740234 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -5884.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5728.138184 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -5728.138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5861.875000 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -5861.875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5902.883789 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -5902.884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5908.786133 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -5908.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5917.128418 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -5917.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5930.180176 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -5930.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5931.566406 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -5931.566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5932.456543 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -5932.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5932.456543 Penalty: 463.531250
	Iteration 8F: 3 clusters Score -5932.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80097 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 49 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 43013 members 
Mstep: Class 7 contains 39987 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 86315 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 14644 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 23849 members 
Mstep: Class 24 contains 39026 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 73321 members 
Mstep: Class 29 contains 82730 members 
Mstep: Class 30 contains 22220 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 593 members 
Mstep: Class 35 contains 114 members 
Entering Unmasked Estep 
Score: -42244496.000000 Penalty: 21425.742188
Splitting cluster 4 changes total score from -42245244.000000 to -42244496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (26713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Entering Unmasked Estep 
Score: -1747737.875000 Penalty: 463.777191
	Iteration 0F: 2 clusters Score -1747738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1730054.000000 Penalty: 927.554382
	Iteration 0F: 3 clusters Score -1730054 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1738024.375000 Penalty: 927.554382
	Iteration 1F: 3 clusters Score -1738024 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1738908.000000 Penalty: 927.554382
	Iteration 2F: 3 clusters Score -1738908 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1740218.125000 Penalty: 927.554382
	Iteration 3F: 3 clusters Score -1740218 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1742049.875000 Penalty: 927.554382
	Iteration 4F: 3 clusters Score -1742050 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1743994.125000 Penalty: 927.554382
	Iteration 5F: 3 clusters Score -1743994 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1745513.250000 Penalty: 927.554382
	Iteration 6F: 3 clusters Score -1745513 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1746428.250000 Penalty: 927.554382
	Iteration 7Q: 3 clusters Score -1746428 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1746943.000000 Penalty: 927.554382
	Iteration 8Q: 3 clusters Score -1746943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1747173.750000 Penalty: 927.554382
	Iteration 9Q: 3 clusters Score -1747174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1747282.500000 Penalty: 927.554382
	Iteration 10Q: 3 clusters Score -1747282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1747320.250000 Penalty: 927.554382
	Iteration 11Q: 3 clusters Score -1747320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1747332.750000 Penalty: 927.554382
	Iteration 12Q: 3 clusters Score -1747333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1747342.250000 Penalty: 927.554382
	Iteration 13Q: 3 clusters Score -1747342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1747343.375000 Penalty: 927.554382
	Iteration 14Q: 3 clusters Score -1747343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1747345.625000 Penalty: 927.554382
	Iteration 15Q: 3 clusters Score -1747346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1747345.625000 Penalty: 927.554382
	Iteration 16F: 3 clusters Score -1747346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Entering Unmasked Estep 
Score: -2779301.750000 Penalty: 485.451233
	Iteration 0F: 2 clusters Score -2779302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2751562.000000 Penalty: 970.902466
	Iteration 0F: 3 clusters Score -2751562 nChanged 20667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2763824.000000 Penalty: 970.902466
	Iteration 1F: 3 clusters Score -2763824 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2764457.000000 Penalty: 970.902466
	Iteration 2Q: 3 clusters Score -2764457 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2765461.500000 Penalty: 970.902466
	Iteration 3Q: 3 clusters Score -2765462 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2766904.250000 Penalty: 970.902466
	Iteration 4F: 3 clusters Score -2766904 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2768973.250000 Penalty: 970.902466
	Iteration 5F: 3 clusters Score -2768973 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2771240.250000 Penalty: 970.902466
	Iteration 6F: 3 clusters Score -2771240 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2772869.250000 Penalty: 970.902466
	Iteration 7F: 3 clusters Score -2772869 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2773547.250000 Penalty: 970.902466
	Iteration 8Q: 3 clusters Score -2773547 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2773761.750000 Penalty: 970.902466
	Iteration 9Q: 3 clusters Score -2773762 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2773868.000000 Penalty: 970.902466
	Iteration 10Q: 3 clusters Score -2773868 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2773953.250000 Penalty: 970.902466
	Iteration 11Q: 3 clusters Score -2773953 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2774016.500000 Penalty: 970.902466
	Iteration 12Q: 3 clusters Score -2774016 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2774078.250000 Penalty: 970.902466
	Iteration 13Q: 3 clusters Score -2774078 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2774143.000000 Penalty: 970.902466
	Iteration 14Q: 3 clusters Score -2774143 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2774212.250000 Penalty: 970.902466
	Iteration 15Q: 3 clusters Score -2774212 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2774272.250000 Penalty: 970.902466
	Iteration 16Q: 3 clusters Score -2774272 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2774346.000000 Penalty: 970.902466
	Iteration 17Q: 3 clusters Score -2774346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2774441.000000 Penalty: 970.902466
	Iteration 18Q: 3 clusters Score -2774441 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2774505.250000 Penalty: 970.902466
	Iteration 19Q: 3 clusters Score -2774505 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2774602.250000 Penalty: 970.902466
	Iteration 20F: 3 clusters Score -2774602 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2774687.500000 Penalty: 970.902466
	Iteration 21Q: 3 clusters Score -2774688 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2774800.750000 Penalty: 970.902466
	Iteration 22Q: 3 clusters Score -2774801 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2774922.750000 Penalty: 970.902466
	Iteration 23Q: 3 clusters Score -2774923 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2775030.750000 Penalty: 970.902466
	Iteration 24Q: 3 clusters Score -2775031 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2775157.500000 Penalty: 970.902466
	Iteration 25Q: 3 clusters Score -2775158 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2775305.000000 Penalty: 970.902466
	Iteration 26Q: 3 clusters Score -2775305 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2775474.000000 Penalty: 970.902466
	Iteration 27Q: 3 clusters Score -2775474 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2775640.500000 Penalty: 970.902466
	Iteration 28Q: 3 clusters Score -2775640 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2775862.000000 Penalty: 970.902466
	Iteration 29Q: 3 clusters Score -2775862 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2776078.000000 Penalty: 970.902466
	Iteration 30Q: 3 clusters Score -2776078 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2776311.500000 Penalty: 970.902466
	Iteration 31Q: 3 clusters Score -2776312 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2776550.000000 Penalty: 970.902466
	Iteration 32Q: 3 clusters Score -2776550 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2776818.500000 Penalty: 970.902466
	Iteration 33Q: 3 clusters Score -2776818 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2777079.250000 Penalty: 970.902466
	Iteration 34Q: 3 clusters Score -2777079 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2777383.750000 Penalty: 970.902466
	Iteration 35Q: 3 clusters Score -2777384 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2777617.500000 Penalty: 970.902466
	Iteration 36Q: 3 clusters Score -2777618 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2777869.250000 Penalty: 970.902466
	Iteration 37Q: 3 clusters Score -2777869 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2778100.500000 Penalty: 970.902466
	Iteration 38Q: 3 clusters Score -2778100 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2778293.750000 Penalty: 970.902466
	Iteration 39Q: 3 clusters Score -2778294 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2778470.750000 Penalty: 970.902466
	Iteration 40F: 3 clusters Score -2778471 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2778639.250000 Penalty: 970.902466
	Iteration 41Q: 3 clusters Score -2778639 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2778702.000000 Penalty: 970.902466
	Iteration 42Q: 3 clusters Score -2778702 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2778759.500000 Penalty: 970.902466
	Iteration 43Q: 3 clusters Score -2778760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2778806.750000 Penalty: 970.902466
	Iteration 44Q: 3 clusters Score -2778807 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2778830.750000 Penalty: 970.902466
	Iteration 45Q: 3 clusters Score -2778831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2778857.000000 Penalty: 970.902466
	Iteration 46Q: 3 clusters Score -2778857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2778872.250000 Penalty: 970.902466
	Iteration 47Q: 3 clusters Score -2778872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2778886.000000 Penalty: 970.902466
	Iteration 48Q: 3 clusters Score -2778886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2778899.750000 Penalty: 970.902466
	Iteration 49Q: 3 clusters Score -2778900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2778897.250000 Penalty: 970.902466
	Iteration 50Q: 3 clusters Score -2778897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2778896.250000 Penalty: 970.902466
	Iteration 51Q: 3 clusters Score -2778896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2778910.750000 Penalty: 970.902466
	Iteration 52Q: 3 clusters Score -2778911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2778915.500000 Penalty: 970.902466
	Iteration 53Q: 3 clusters Score -2778916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2778928.000000 Penalty: 970.902466
	Iteration 54Q: 3 clusters Score -2778928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2778930.750000 Penalty: 970.902466
	Iteration 55Q: 3 clusters Score -2778931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2778936.000000 Penalty: 970.902466
	Iteration 56Q: 3 clusters Score -2778936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2778932.750000 Penalty: 970.902466
	Iteration 57Q: 3 clusters Score -2778933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2778929.250000 Penalty: 970.902466
	Iteration 58Q: 3 clusters Score -2778929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2778926.000000 Penalty: 970.902466
	Iteration 59Q: 3 clusters Score -2778926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2778925.250000 Penalty: 970.902466
	Iteration 60F: 3 clusters Score -2778925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2778926.000000 Penalty: 970.902466
	Iteration 61Q: 3 clusters Score -2778926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2778929.000000 Penalty: 970.902466
	Iteration 62Q: 3 clusters Score -2778929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2778934.750000 Penalty: 970.902466
	Iteration 63Q: 3 clusters Score -2778935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2778933.750000 Penalty: 970.902466
	Iteration 64Q: 3 clusters Score -2778934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2778934.500000 Penalty: 970.902466
	Iteration 65Q: 3 clusters Score -2778934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2778934.000000 Penalty: 970.902466
	Iteration 66Q: 3 clusters Score -2778934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2778936.250000 Penalty: 970.902466
	Iteration 67Q: 3 clusters Score -2778936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2778935.500000 Penalty: 970.902466
	Iteration 68Q: 3 clusters Score -2778936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2778937.750000 Penalty: 970.902466
	Iteration 69Q: 3 clusters Score -2778938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2778937.250000 Penalty: 970.902466
	Iteration 70Q: 3 clusters Score -2778937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2778937.250000 Penalty: 970.902466
	Iteration 71F: 3 clusters Score -2778937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Entering Unmasked Estep 
Score: -2587653.500000 Penalty: 482.132080
	Iteration 0F: 2 clusters Score -2587654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2561139.750000 Penalty: 964.264160
	Iteration 0F: 3 clusters Score -2561140 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2572613.500000 Penalty: 964.264160
	Iteration 1F: 3 clusters Score -2572614 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2573230.000000 Penalty: 964.264160
	Iteration 2Q: 3 clusters Score -2573230 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2573944.250000 Penalty: 964.264160
	Iteration 3Q: 3 clusters Score -2573944 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2574916.250000 Penalty: 964.264160
	Iteration 4Q: 3 clusters Score -2574916 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2576377.250000 Penalty: 964.264160
	Iteration 5F: 3 clusters Score -2576377 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2578561.750000 Penalty: 964.264160
	Iteration 6F: 3 clusters Score -2578562 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2580746.000000 Penalty: 964.264160
	Iteration 7F: 3 clusters Score -2580746 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2582016.750000 Penalty: 964.264160
	Iteration 8F: 3 clusters Score -2582017 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2582588.500000 Penalty: 964.264160
	Iteration 9Q: 3 clusters Score -2582588 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2582877.500000 Penalty: 964.264160
	Iteration 10Q: 3 clusters Score -2582878 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2583060.000000 Penalty: 964.264160
	Iteration 11Q: 3 clusters Score -2583060 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2583247.750000 Penalty: 964.264160
	Iteration 12Q: 3 clusters Score -2583248 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2583417.750000 Penalty: 964.264160
	Iteration 13Q: 3 clusters Score -2583418 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2583583.750000 Penalty: 964.264160
	Iteration 14Q: 3 clusters Score -2583584 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2583765.750000 Penalty: 964.264160
	Iteration 15Q: 3 clusters Score -2583766 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2583943.250000 Penalty: 964.264160
	Iteration 16Q: 3 clusters Score -2583943 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2584132.750000 Penalty: 964.264160
	Iteration 17Q: 3 clusters Score -2584133 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2584282.000000 Penalty: 964.264160
	Iteration 18Q: 3 clusters Score -2584282 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2584465.000000 Penalty: 964.264160
	Iteration 19Q: 3 clusters Score -2584465 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2584629.750000 Penalty: 964.264160
	Iteration 20F: 3 clusters Score -2584630 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2584784.000000 Penalty: 964.264160
	Iteration 21Q: 3 clusters Score -2584784 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2584930.250000 Penalty: 964.264160
	Iteration 22Q: 3 clusters Score -2584930 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2585066.500000 Penalty: 964.264160
	Iteration 23Q: 3 clusters Score -2585066 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2585204.750000 Penalty: 964.264160
	Iteration 24Q: 3 clusters Score -2585205 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2585328.750000 Penalty: 964.264160
	Iteration 25Q: 3 clusters Score -2585329 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2585453.000000 Penalty: 964.264160
	Iteration 26Q: 3 clusters Score -2585453 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2585559.000000 Penalty: 964.264160
	Iteration 27Q: 3 clusters Score -2585559 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2585663.000000 Penalty: 964.264160
	Iteration 28Q: 3 clusters Score -2585663 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2585792.250000 Penalty: 964.264160
	Iteration 29Q: 3 clusters Score -2585792 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2585929.000000 Penalty: 964.264160
	Iteration 30Q: 3 clusters Score -2585929 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2586027.000000 Penalty: 964.264160
	Iteration 31Q: 3 clusters Score -2586027 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2586115.750000 Penalty: 964.264160
	Iteration 32Q: 3 clusters Score -2586116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2586190.500000 Penalty: 964.264160
	Iteration 33Q: 3 clusters Score -2586190 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2586262.250000 Penalty: 964.264160
	Iteration 34Q: 3 clusters Score -2586262 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2586333.000000 Penalty: 964.264160
	Iteration 35Q: 3 clusters Score -2586333 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2586378.500000 Penalty: 964.264160
	Iteration 36Q: 3 clusters Score -2586378 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2586458.000000 Penalty: 964.264160
	Iteration 37Q: 3 clusters Score -2586458 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2586504.000000 Penalty: 964.264160
	Iteration 38Q: 3 clusters Score -2586504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2586538.750000 Penalty: 964.264160
	Iteration 39Q: 3 clusters Score -2586539 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2586584.750000 Penalty: 964.264160
	Iteration 40F: 3 clusters Score -2586585 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2586634.250000 Penalty: 964.264160
	Iteration 41Q: 3 clusters Score -2586634 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2586676.250000 Penalty: 964.264160
	Iteration 42Q: 3 clusters Score -2586676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2586717.750000 Penalty: 964.264160
	Iteration 43Q: 3 clusters Score -2586718 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2586746.500000 Penalty: 964.264160
	Iteration 44Q: 3 clusters Score -2586746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2586770.000000 Penalty: 964.264160
	Iteration 45Q: 3 clusters Score -2586770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2586800.750000 Penalty: 964.264160
	Iteration 46Q: 3 clusters Score -2586801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2586815.750000 Penalty: 964.264160
	Iteration 47Q: 3 clusters Score -2586816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2586844.500000 Penalty: 964.264160
	Iteration 48Q: 3 clusters Score -2586844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2586875.500000 Penalty: 964.264160
	Iteration 49Q: 3 clusters Score -2586876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2586897.000000 Penalty: 964.264160
	Iteration 50Q: 3 clusters Score -2586897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2586918.250000 Penalty: 964.264160
	Iteration 51Q: 3 clusters Score -2586918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2586950.750000 Penalty: 964.264160
	Iteration 52Q: 3 clusters Score -2586951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2586986.000000 Penalty: 964.264160
	Iteration 53Q: 3 clusters Score -2586986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2587013.000000 Penalty: 964.264160
	Iteration 54Q: 3 clusters Score -2587013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2587038.500000 Penalty: 964.264160
	Iteration 55Q: 3 clusters Score -2587038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2587061.000000 Penalty: 964.264160
	Iteration 56Q: 3 clusters Score -2587061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2587079.000000 Penalty: 964.264160
	Iteration 57Q: 3 clusters Score -2587079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2587100.250000 Penalty: 964.264160
	Iteration 58Q: 3 clusters Score -2587100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2587107.000000 Penalty: 964.264160
	Iteration 59Q: 3 clusters Score -2587107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2587111.750000 Penalty: 964.264160
	Iteration 60F: 3 clusters Score -2587112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2587126.000000 Penalty: 964.264160
	Iteration 61Q: 3 clusters Score -2587126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2587132.750000 Penalty: 964.264160
	Iteration 62Q: 3 clusters Score -2587133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2587137.000000 Penalty: 964.264160
	Iteration 63Q: 3 clusters Score -2587137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2587143.000000 Penalty: 964.264160
	Iteration 64Q: 3 clusters Score -2587143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2587143.250000 Penalty: 964.264160
	Iteration 65Q: 3 clusters Score -2587143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2587149.500000 Penalty: 964.264160
	Iteration 66Q: 3 clusters Score -2587150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2587153.000000 Penalty: 964.264160
	Iteration 67Q: 3 clusters Score -2587153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2587153.000000 Penalty: 964.264160
	Iteration 68Q: 3 clusters Score -2587153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2587154.500000 Penalty: 964.264160
	Iteration 69Q: 3 clusters Score -2587154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2587157.000000 Penalty: 964.264160
	Iteration 70Q: 3 clusters Score -2587157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2587164.000000 Penalty: 964.264160
	Iteration 71Q: 3 clusters Score -2587164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2587167.000000 Penalty: 964.264160
	Iteration 72Q: 3 clusters Score -2587167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2587168.750000 Penalty: 964.264160
	Iteration 73Q: 3 clusters Score -2587169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2587168.750000 Penalty: 964.264160
	Iteration 74F: 3 clusters Score -2587169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -260794.421875 Penalty: 377.458832
	Iteration 0F: 2 clusters Score -260794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -258071.234375 Penalty: 754.917664
	Iteration 0F: 3 clusters Score -258071.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -259065.468750 Penalty: 754.917664
	Iteration 1F: 3 clusters Score -259065.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -259253.671875 Penalty: 754.917664
	Iteration 2F: 3 clusters Score -259253.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -259433.000000 Penalty: 754.917664
	Iteration 3F: 3 clusters Score -259433 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -259636.671875 Penalty: 754.917664
	Iteration 4F: 3 clusters Score -259636.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -259809.453125 Penalty: 754.917664
	Iteration 5F: 3 clusters Score -259809.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -259966.203125 Penalty: 754.917664
	Iteration 6Q: 3 clusters Score -259966.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -260112.343750 Penalty: 754.917664
	Iteration 7Q: 3 clusters Score -260112.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -260239.796875 Penalty: 754.917664
	Iteration 8Q: 3 clusters Score -260239.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -260329.015625 Penalty: 754.917664
	Iteration 9Q: 3 clusters Score -260329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -260384.000000 Penalty: 754.917664
	Iteration 10Q: 3 clusters Score -260384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -260416.625000 Penalty: 754.917664
	Iteration 11Q: 3 clusters Score -260416.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -260434.125000 Penalty: 754.917664
	Iteration 12Q: 3 clusters Score -260434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -260445.531250 Penalty: 754.917664
	Iteration 13Q: 3 clusters Score -260445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -260453.375000 Penalty: 754.917664
	Iteration 14Q: 3 clusters Score -260453.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -260463.453125 Penalty: 754.917664
	Iteration 15Q: 3 clusters Score -260463.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -260472.718750 Penalty: 754.917664
	Iteration 16Q: 3 clusters Score -260472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -260479.062500 Penalty: 754.917664
	Iteration 17Q: 3 clusters Score -260479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -260485.031250 Penalty: 754.917664
	Iteration 18Q: 3 clusters Score -260485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -260489.343750 Penalty: 754.917664
	Iteration 19Q: 3 clusters Score -260489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -260492.375000 Penalty: 754.917664
	Iteration 20F: 3 clusters Score -260492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -260493.343750 Penalty: 754.917664
	Iteration 21Q: 3 clusters Score -260493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -260494.062500 Penalty: 754.917664
	Iteration 22Q: 3 clusters Score -260494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -260495.140625 Penalty: 754.917664
	Iteration 23Q: 3 clusters Score -260495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -260495.343750 Penalty: 754.917664
	Iteration 24Q: 3 clusters Score -260495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -260495.343750 Penalty: 754.917664
	Iteration 25F: 3 clusters Score -260495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -220053.765625 Penalty: 371.264557
	Iteration 0F: 2 clusters Score -220053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -217678.093750 Penalty: 742.529114
	Iteration 0F: 3 clusters Score -217678.1 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -218499.531250 Penalty: 742.529114
	Iteration 1F: 3 clusters Score -218499.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -218577.250000 Penalty: 742.529114
	Iteration 2F: 3 clusters Score -218577.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -218665.406250 Penalty: 742.529114
	Iteration 3F: 3 clusters Score -218665.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -218783.046875 Penalty: 742.529114
	Iteration 4F: 3 clusters Score -218783 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -218963.796875 Penalty: 742.529114
	Iteration 5F: 3 clusters Score -218963.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -219199.781250 Penalty: 742.529114
	Iteration 6F: 3 clusters Score -219199.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -219455.703125 Penalty: 742.529114
	Iteration 7F: 3 clusters Score -219455.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -219645.718750 Penalty: 742.529114
	Iteration 8Q: 3 clusters Score -219645.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -219742.531250 Penalty: 742.529114
	Iteration 9Q: 3 clusters Score -219742.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -219794.781250 Penalty: 742.529114
	Iteration 10Q: 3 clusters Score -219794.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -219845.046875 Penalty: 742.529114
	Iteration 11Q: 3 clusters Score -219845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -219874.562500 Penalty: 742.529114
	Iteration 12Q: 3 clusters Score -219874.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -219894.234375 Penalty: 742.529114
	Iteration 13Q: 3 clusters Score -219894.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -219908.890625 Penalty: 742.529114
	Iteration 14Q: 3 clusters Score -219908.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -219918.156250 Penalty: 742.529114
	Iteration 15Q: 3 clusters Score -219918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -219920.937500 Penalty: 742.529114
	Iteration 16Q: 3 clusters Score -219920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -219924.703125 Penalty: 742.529114
	Iteration 17Q: 3 clusters Score -219924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -219928.734375 Penalty: 742.529114
	Iteration 18Q: 3 clusters Score -219928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -219930.859375 Penalty: 742.529114
	Iteration 19Q: 3 clusters Score -219930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -219931.609375 Penalty: 742.529114
	Iteration 20F: 3 clusters Score -219931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -219934.281250 Penalty: 742.529114
	Iteration 21Q: 3 clusters Score -219934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -219935.625000 Penalty: 742.529114
	Iteration 22Q: 3 clusters Score -219935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -219935.921875 Penalty: 742.529114
	Iteration 23Q: 3 clusters Score -219935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -219937.078125 Penalty: 742.529114
	Iteration 24Q: 3 clusters Score -219937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -219937.812500 Penalty: 742.529114
	Iteration 25Q: 3 clusters Score -219937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -219938.046875 Penalty: 742.529114
	Iteration 26Q: 3 clusters Score -219938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -219939.250000 Penalty: 742.529114
	Iteration 27Q: 3 clusters Score -219939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -219941.062500 Penalty: 742.529114
	Iteration 28Q: 3 clusters Score -219941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -219941.640625 Penalty: 742.529114
	Iteration 29Q: 3 clusters Score -219941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -219942.375000 Penalty: 742.529114
	Iteration 30Q: 3 clusters Score -219942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -219942.578125 Penalty: 742.529114
	Iteration 31Q: 3 clusters Score -219942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -219942.671875 Penalty: 742.529114
	Iteration 32Q: 3 clusters Score -219942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -219942.671875 Penalty: 742.529114
	Iteration 33F: 3 clusters Score -219942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -417343.250000 Penalty: 398.364532
	Iteration 0F: 2 clusters Score -417343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -413020.375000 Penalty: 796.729065
	Iteration 0F: 3 clusters Score -413020.4 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -414720.875000 Penalty: 796.729065
	Iteration 1F: 3 clusters Score -414720.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -414848.312500 Penalty: 796.729065
	Iteration 2Q: 3 clusters Score -414848.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -415012.031250 Penalty: 796.729065
	Iteration 3F: 3 clusters Score -415012 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415236.375000 Penalty: 796.729065
	Iteration 4F: 3 clusters Score -415236.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -415528.250000 Penalty: 796.729065
	Iteration 5F: 3 clusters Score -415528.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -415859.562500 Penalty: 796.729065
	Iteration 6F: 3 clusters Score -415859.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -416158.500000 Penalty: 796.729065
	Iteration 7F: 3 clusters Score -416158.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -416392.968750 Penalty: 796.729065
	Iteration 8Q: 3 clusters Score -416393 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -416534.656250 Penalty: 796.729065
	Iteration 9Q: 3 clusters Score -416534.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -416644.468750 Penalty: 796.729065
	Iteration 10Q: 3 clusters Score -416644.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -416733.843750 Penalty: 796.729065
	Iteration 11Q: 3 clusters Score -416733.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -416805.625000 Penalty: 796.729065
	Iteration 12Q: 3 clusters Score -416805.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -416858.343750 Penalty: 796.729065
	Iteration 13Q: 3 clusters Score -416858.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -416891.906250 Penalty: 796.729065
	Iteration 14Q: 3 clusters Score -416891.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -416918.937500 Penalty: 796.729065
	Iteration 15Q: 3 clusters Score -416918.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -416930.875000 Penalty: 796.729065
	Iteration 16Q: 3 clusters Score -416930.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -416943.250000 Penalty: 796.729065
	Iteration 17Q: 3 clusters Score -416943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -416948.656250 Penalty: 796.729065
	Iteration 18Q: 3 clusters Score -416948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -416952.250000 Penalty: 796.729065
	Iteration 19Q: 3 clusters Score -416952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -416957.656250 Penalty: 796.729065
	Iteration 20F: 3 clusters Score -416957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -416961.593750 Penalty: 796.729065
	Iteration 21Q: 3 clusters Score -416961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -416963.906250 Penalty: 796.729065
	Iteration 22Q: 3 clusters Score -416963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -416964.687500 Penalty: 796.729065
	Iteration 23Q: 3 clusters Score -416964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -416964.687500 Penalty: 796.729065
	Iteration 24F: 3 clusters Score -416964.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -70555.164062 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -70555.16 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 517 members 
Entering Unmasked Estep 
Score: -69691.570312 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -69691.57 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69990.757812 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -69990.76 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70041.281250 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -70041.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70077.218750 Penalty: 639.323975
	Iteration 3Q: 3 clusters Score -70077.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70102.546875 Penalty: 639.323975
	Iteration 4Q: 3 clusters Score -70102.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70120.515625 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -70120.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70136.875000 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -70136.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70158.679688 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -70158.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70179.281250 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -70179.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -70189.296875 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -70189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70195.578125 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -70195.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -70198.281250 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -70198.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -70202.484375 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -70202.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70209.343750 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -70209.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -70220.554688 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -70220.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -70226.132812 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -70226.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -70230.320312 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -70230.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -70230.968750 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -70230.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -70230.968750 Penalty: 639.323975
	Iteration 18F: 3 clusters Score -70230.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Entering Unmasked Estep 
Score: -5315496.500000 Penalty: 517.142029
	Iteration 0F: 2 clusters Score -5315496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5259393.000000 Penalty: 1034.284058
	Iteration 0F: 3 clusters Score -5259393 nChanged 42358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5285065.000000 Penalty: 1034.284058
	Iteration 1F: 3 clusters Score -5285065 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5286103.000000 Penalty: 1034.284058
	Iteration 2Q: 3 clusters Score -5286103 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5287704.500000 Penalty: 1034.284058
	Iteration 3Q: 3 clusters Score -5287704 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5290270.500000 Penalty: 1034.284058
	Iteration 4F: 3 clusters Score -5290270 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5294331.500000 Penalty: 1034.284058
	Iteration 5F: 3 clusters Score -5294332 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5299001.500000 Penalty: 1034.284058
	Iteration 6F: 3 clusters Score -5299002 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -5301904.000000 Penalty: 1034.284058
	Iteration 7F: 3 clusters Score -5301904 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5302915.000000 Penalty: 1034.284058
	Iteration 8Q: 3 clusters Score -5302915 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5303341.500000 Penalty: 1034.284058
	Iteration 9Q: 3 clusters Score -5303342 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5303686.500000 Penalty: 1034.284058
	Iteration 10Q: 3 clusters Score -5303686 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -5304101.000000 Penalty: 1034.284058
	Iteration 11Q: 3 clusters Score -5304101 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -5304578.000000 Penalty: 1034.284058
	Iteration 12Q: 3 clusters Score -5304578 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -5305255.500000 Penalty: 1034.284058
	Iteration 13Q: 3 clusters Score -5305256 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -5306101.000000 Penalty: 1034.284058
	Iteration 14Q: 3 clusters Score -5306101 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5307308.500000 Penalty: 1034.284058
	Iteration 15Q: 3 clusters Score -5307308 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5308725.500000 Penalty: 1034.284058
	Iteration 16Q: 3 clusters Score -5308726 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -5310361.500000 Penalty: 1034.284058
	Iteration 17Q: 3 clusters Score -5310362 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5312140.000000 Penalty: 1034.284058
	Iteration 18Q: 3 clusters Score -5312140 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5313670.500000 Penalty: 1034.284058
	Iteration 19Q: 3 clusters Score -5313670 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -5314854.500000 Penalty: 1034.284058
	Iteration 20F: 3 clusters Score -5314854 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5315671.500000 Penalty: 1034.284058
	Iteration 21Q: 3 clusters Score -5315672 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5316238.000000 Penalty: 1034.284058
	Iteration 22Q: 3 clusters Score -5316238 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5316536.000000 Penalty: 1034.284058
	Iteration 23Q: 3 clusters Score -5316536 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -5316696.500000 Penalty: 1034.284058
	Iteration 24Q: 3 clusters Score -5316696 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5316805.000000 Penalty: 1034.284058
	Iteration 25Q: 3 clusters Score -5316805 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5316890.000000 Penalty: 1034.284058
	Iteration 26Q: 3 clusters Score -5316890 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5316923.000000 Penalty: 1034.284058
	Iteration 27Q: 3 clusters Score -5316923 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5316956.000000 Penalty: 1034.284058
	Iteration 28Q: 3 clusters Score -5316956 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5316960.000000 Penalty: 1034.284058
	Iteration 29Q: 3 clusters Score -5316960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -5316978.000000 Penalty: 1034.284058
	Iteration 30Q: 3 clusters Score -5316978 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5317007.000000 Penalty: 1034.284058
	Iteration 31Q: 3 clusters Score -5317007 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -5317017.000000 Penalty: 1034.284058
	Iteration 32Q: 3 clusters Score -5317017 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5316997.500000 Penalty: 1034.284058
	Iteration 33Q: 3 clusters Score -5316998 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5317014.000000 Penalty: 1034.284058
	Iteration 34Q: 3 clusters Score -5317014 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5317013.500000 Penalty: 1034.284058
	Iteration 35Q: 3 clusters Score -5317014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -5317014.500000 Penalty: 1034.284058
	Iteration 36Q: 3 clusters Score -5317014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5317027.500000 Penalty: 1034.284058
	Iteration 37Q: 3 clusters Score -5317028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5317038.500000 Penalty: 1034.284058
	Iteration 38Q: 3 clusters Score -5317038 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5317056.000000 Penalty: 1034.284058
	Iteration 39Q: 3 clusters Score -5317056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -5317049.500000 Penalty: 1034.284058
	Iteration 40F: 3 clusters Score -5317050 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5317062.000000 Penalty: 1034.284058
	Iteration 41Q: 3 clusters Score -5317062 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -5317052.000000 Penalty: 1034.284058
	Iteration 42Q: 3 clusters Score -5317052 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5317053.500000 Penalty: 1034.284058
	Iteration 43Q: 3 clusters Score -5317054 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5317066.000000 Penalty: 1034.284058
	Iteration 44Q: 3 clusters Score -5317066 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5317079.000000 Penalty: 1034.284058
	Iteration 45Q: 3 clusters Score -5317079 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5317085.500000 Penalty: 1034.284058
	Iteration 46Q: 3 clusters Score -5317086 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5317075.000000 Penalty: 1034.284058
	Iteration 47Q: 3 clusters Score -5317075 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5317090.500000 Penalty: 1034.284058
	Iteration 48Q: 3 clusters Score -5317090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -5317128.000000 Penalty: 1034.284058
	Iteration 49Q: 3 clusters Score -5317128 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5317135.500000 Penalty: 1034.284058
	Iteration 50Q: 3 clusters Score -5317136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5317142.000000 Penalty: 1034.284058
	Iteration 51Q: 3 clusters Score -5317142 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5317141.500000 Penalty: 1034.284058
	Iteration 52Q: 3 clusters Score -5317142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5317149.500000 Penalty: 1034.284058
	Iteration 53Q: 3 clusters Score -5317150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5317138.500000 Penalty: 1034.284058
	Iteration 54Q: 3 clusters Score -5317138 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5317147.500000 Penalty: 1034.284058
	Iteration 55Q: 3 clusters Score -5317148 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5317152.500000 Penalty: 1034.284058
	Iteration 56Q: 3 clusters Score -5317152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5317156.500000 Penalty: 1034.284058
	Iteration 57Q: 3 clusters Score -5317156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5317146.500000 Penalty: 1034.284058
	Iteration 58Q: 3 clusters Score -5317146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5317167.500000 Penalty: 1034.284058
	Iteration 59Q: 3 clusters Score -5317168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5317170.000000 Penalty: 1034.284058
	Iteration 60F: 3 clusters Score -5317170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5317156.000000 Penalty: 1034.284058
	Iteration 61Q: 3 clusters Score -5317156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5317149.500000 Penalty: 1034.284058
	Iteration 62Q: 3 clusters Score -5317150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5317149.500000 Penalty: 1034.284058
	Iteration 63Q: 3 clusters Score -5317150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5317136.500000 Penalty: 1034.284058
	Iteration 64Q: 3 clusters Score -5317136 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5317124.500000 Penalty: 1034.284058
	Iteration 65Q: 3 clusters Score -5317124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5317127.500000 Penalty: 1034.284058
	Iteration 66Q: 3 clusters Score -5317128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -5317137.500000 Penalty: 1034.284058
	Iteration 67Q: 3 clusters Score -5317138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5317137.000000 Penalty: 1034.284058
	Iteration 68Q: 3 clusters Score -5317137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5317134.500000 Penalty: 1034.284058
	Iteration 69Q: 3 clusters Score -5317134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 18691 members 
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Mstep: Class 1 contains 67704 members 
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Mstep: Class 2 contains 18530 members 
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	Iteration 162Q: 3 clusters Score -5317114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5317114.500000 Penalty: 1034.284058
	Iteration 163Q: 3 clusters Score -5317114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5317114.500000 Penalty: 1034.284058
	Iteration 164F: 3 clusters Score -5317114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80097 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 43013 members 
Mstep: Class 7 contains 39987 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 73645 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 14644 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 23849 members 
Mstep: Class 24 contains 39026 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 73321 members 
Mstep: Class 29 contains 82730 members 
Mstep: Class 30 contains 22220 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 593 members 
Mstep: Class 35 contains 12670 members 
Entering Unmasked Estep 
Score: -42246560.000000 Penalty: 21425.742188
Splitting cluster 12 changes total score from -42245244.000000 to -42246560.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -82660.984375 Penalty: 327.653290
	Iteration 0F: 2 clusters Score -82660.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -81625.328125 Penalty: 655.306580
	Iteration 0F: 3 clusters Score -81625.33 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81952.820312 Penalty: 655.306580
	Iteration 1F: 3 clusters Score -81952.82 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -82045.859375 Penalty: 655.306580
	Iteration 2F: 3 clusters Score -82045.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -82097.804688 Penalty: 655.306580
	Iteration 3F: 3 clusters Score -82097.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82136.710938 Penalty: 655.306580
	Iteration 4F: 3 clusters Score -82136.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -82165.250000 Penalty: 655.306580
	Iteration 5Q: 3 clusters Score -82165.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82194.171875 Penalty: 655.306580
	Iteration 6Q: 3 clusters Score -82194.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82221.304688 Penalty: 655.306580
	Iteration 7Q: 3 clusters Score -82221.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82247.414062 Penalty: 655.306580
	Iteration 8Q: 3 clusters Score -82247.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82269.101562 Penalty: 655.306580
	Iteration 9Q: 3 clusters Score -82269.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82283.304688 Penalty: 655.306580
	Iteration 10Q: 3 clusters Score -82283.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82291.601562 Penalty: 655.306580
	Iteration 11Q: 3 clusters Score -82291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82299.429688 Penalty: 655.306580
	Iteration 12Q: 3 clusters Score -82299.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82301.820312 Penalty: 655.306580
	Iteration 13Q: 3 clusters Score -82301.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82303.734375 Penalty: 655.306580
	Iteration 14Q: 3 clusters Score -82303.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -82304.640625 Penalty: 655.306580
	Iteration 15Q: 3 clusters Score -82304.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82305.117188 Penalty: 655.306580
	Iteration 16Q: 3 clusters Score -82305.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82305.671875 Penalty: 655.306580
	Iteration 17Q: 3 clusters Score -82305.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82307.562500 Penalty: 655.306580
	Iteration 18Q: 3 clusters Score -82307.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -82309.578125 Penalty: 655.306580
	Iteration 19Q: 3 clusters Score -82309.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -82312.515625 Penalty: 655.306580
	Iteration 20F: 3 clusters Score -82312.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -82315.062500 Penalty: 655.306580
	Iteration 21Q: 3 clusters Score -82315.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -82316.007812 Penalty: 655.306580
	Iteration 22Q: 3 clusters Score -82316.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82317.304688 Penalty: 655.306580
	Iteration 23Q: 3 clusters Score -82317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82318.078125 Penalty: 655.306580
	Iteration 24Q: 3 clusters Score -82318.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82318.414062 Penalty: 655.306580
	Iteration 25Q: 3 clusters Score -82318.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82318.851562 Penalty: 655.306580
	Iteration 26Q: 3 clusters Score -82318.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82319.367188 Penalty: 655.306580
	Iteration 27Q: 3 clusters Score -82319.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82319.632812 Penalty: 655.306580
	Iteration 28Q: 3 clusters Score -82319.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82319.992188 Penalty: 655.306580
	Iteration 29Q: 3 clusters Score -82319.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82320.242188 Penalty: 655.306580
	Iteration 30Q: 3 clusters Score -82320.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82320.257812 Penalty: 655.306580
	Iteration 31Q: 3 clusters Score -82320.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82320.835938 Penalty: 655.306580
	Iteration 32Q: 3 clusters Score -82320.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -82321.492188 Penalty: 655.306580
	Iteration 33Q: 3 clusters Score -82321.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82321.640625 Penalty: 655.306580
	Iteration 34Q: 3 clusters Score -82321.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82322.070312 Penalty: 655.306580
	Iteration 35Q: 3 clusters Score -82322.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82322.070312 Penalty: 655.306580
	Iteration 36F: 3 clusters Score -82322.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Entering Unmasked Estep 
Score: -2807500.500000 Penalty: 484.824921
	Iteration 0F: 2 clusters Score -2807500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2779670.750000 Penalty: 969.649841
	Iteration 0F: 3 clusters Score -2779671 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2792039.750000 Penalty: 969.649841
	Iteration 1F: 3 clusters Score -2792040 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2792533.500000 Penalty: 969.649841
	Iteration 2Q: 3 clusters Score -2792534 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -2793245.000000 Penalty: 969.649841
	Iteration 3Q: 3 clusters Score -2793245 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2794170.750000 Penalty: 969.649841
	Iteration 4F: 3 clusters Score -2794171 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2795343.250000 Penalty: 969.649841
	Iteration 5F: 3 clusters Score -2795343 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -2796756.750000 Penalty: 969.649841
	Iteration 6F: 3 clusters Score -2796757 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -2798248.000000 Penalty: 969.649841
	Iteration 7Q: 3 clusters Score -2798248 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -2799676.500000 Penalty: 969.649841
	Iteration 8Q: 3 clusters Score -2799676 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -2800864.750000 Penalty: 969.649841
	Iteration 9Q: 3 clusters Score -2800865 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -2801578.000000 Penalty: 969.649841
	Iteration 10Q: 3 clusters Score -2801578 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -2801941.250000 Penalty: 969.649841
	Iteration 11Q: 3 clusters Score -2801941 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -2802157.500000 Penalty: 969.649841
	Iteration 12Q: 3 clusters Score -2802158 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -2802391.250000 Penalty: 969.649841
	Iteration 13Q: 3 clusters Score -2802391 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -2802635.500000 Penalty: 969.649841
	Iteration 14Q: 3 clusters Score -2802636 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -2802868.500000 Penalty: 969.649841
	Iteration 15Q: 3 clusters Score -2802868 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -2803132.750000 Penalty: 969.649841
	Iteration 16Q: 3 clusters Score -2803133 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -2803347.250000 Penalty: 969.649841
	Iteration 17Q: 3 clusters Score -2803347 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -2803552.500000 Penalty: 969.649841
	Iteration 18Q: 3 clusters Score -2803552 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -2803769.750000 Penalty: 969.649841
	Iteration 19Q: 3 clusters Score -2803770 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -2804014.500000 Penalty: 969.649841
	Iteration 20F: 3 clusters Score -2804014 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -2804300.500000 Penalty: 969.649841
	Iteration 21Q: 3 clusters Score -2804300 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -2804551.750000 Penalty: 969.649841
	Iteration 22Q: 3 clusters Score -2804552 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -2804810.750000 Penalty: 969.649841
	Iteration 23Q: 3 clusters Score -2804811 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -2805008.250000 Penalty: 969.649841
	Iteration 24Q: 3 clusters Score -2805008 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -2805234.750000 Penalty: 969.649841
	Iteration 25Q: 3 clusters Score -2805235 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2805516.250000 Penalty: 969.649841
	Iteration 26Q: 3 clusters Score -2805516 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -2805789.250000 Penalty: 969.649841
	Iteration 27Q: 3 clusters Score -2805789 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -2806034.000000 Penalty: 969.649841
	Iteration 28Q: 3 clusters Score -2806034 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -2806203.500000 Penalty: 969.649841
	Iteration 29Q: 3 clusters Score -2806204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -2806345.250000 Penalty: 969.649841
	Iteration 30Q: 3 clusters Score -2806345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -2806491.250000 Penalty: 969.649841
	Iteration 31Q: 3 clusters Score -2806491 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -2806608.500000 Penalty: 969.649841
	Iteration 32Q: 3 clusters Score -2806608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -2806686.000000 Penalty: 969.649841
	Iteration 33Q: 3 clusters Score -2806686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -2806764.250000 Penalty: 969.649841
	Iteration 34Q: 3 clusters Score -2806764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -2806836.750000 Penalty: 969.649841
	Iteration 35Q: 3 clusters Score -2806837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -2806884.000000 Penalty: 969.649841
	Iteration 36Q: 3 clusters Score -2806884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -2806908.500000 Penalty: 969.649841
	Iteration 37Q: 3 clusters Score -2806908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -2806923.750000 Penalty: 969.649841
	Iteration 38Q: 3 clusters Score -2806924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -2806934.250000 Penalty: 969.649841
	Iteration 39Q: 3 clusters Score -2806934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -2806947.000000 Penalty: 969.649841
	Iteration 40F: 3 clusters Score -2806947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -2806958.000000 Penalty: 969.649841
	Iteration 41Q: 3 clusters Score -2806958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -2806969.500000 Penalty: 969.649841
	Iteration 42Q: 3 clusters Score -2806970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -2806972.750000 Penalty: 969.649841
	Iteration 43Q: 3 clusters Score -2806973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -2806973.750000 Penalty: 969.649841
	Iteration 44Q: 3 clusters Score -2806974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -2806984.500000 Penalty: 969.649841
	Iteration 45Q: 3 clusters Score -2806984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -2806988.500000 Penalty: 969.649841
	Iteration 46Q: 3 clusters Score -2806988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -2806987.250000 Penalty: 969.649841
	Iteration 47Q: 3 clusters Score -2806987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -2806990.250000 Penalty: 969.649841
	Iteration 48Q: 3 clusters Score -2806990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -2806989.250000 Penalty: 969.649841
	Iteration 49Q: 3 clusters Score -2806989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -2806989.000000 Penalty: 969.649841
	Iteration 50Q: 3 clusters Score -2806989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -2806989.000000 Penalty: 969.649841
	Iteration 51F: 3 clusters Score -2806989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Entering Unmasked Estep 
Score: -2786796.000000 Penalty: 485.095459
	Iteration 0F: 2 clusters Score -2786796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2758894.750000 Penalty: 970.190918
	Iteration 0F: 3 clusters Score -2758895 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2771305.750000 Penalty: 970.190918
	Iteration 1F: 3 clusters Score -2771306 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2771868.250000 Penalty: 970.190918
	Iteration 2Q: 3 clusters Score -2771868 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2772766.250000 Penalty: 970.190918
	Iteration 3F: 3 clusters Score -2772766 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -2774269.000000 Penalty: 970.190918
	Iteration 4F: 3 clusters Score -2774269 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2776573.250000 Penalty: 970.190918
	Iteration 5F: 3 clusters Score -2776573 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2779366.000000 Penalty: 970.190918
	Iteration 6F: 3 clusters Score -2779366 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -2781832.500000 Penalty: 970.190918
	Iteration 7F: 3 clusters Score -2781832 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -2782914.250000 Penalty: 970.190918
	Iteration 8Q: 3 clusters Score -2782914 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -2783188.500000 Penalty: 970.190918
	Iteration 9Q: 3 clusters Score -2783188 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -2783328.750000 Penalty: 970.190918
	Iteration 10Q: 3 clusters Score -2783329 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -2783427.250000 Penalty: 970.190918
	Iteration 11Q: 3 clusters Score -2783427 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -2783486.000000 Penalty: 970.190918
	Iteration 12Q: 3 clusters Score -2783486 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -2783532.500000 Penalty: 970.190918
	Iteration 13Q: 3 clusters Score -2783532 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -2783555.250000 Penalty: 970.190918
	Iteration 14Q: 3 clusters Score -2783555 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -2783545.500000 Penalty: 970.190918
	Iteration 15Q: 3 clusters Score -2783546 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2783569.750000 Penalty: 970.190918
	Iteration 16Q: 3 clusters Score -2783570 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -2783593.500000 Penalty: 970.190918
	Iteration 17Q: 3 clusters Score -2783594 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2783635.500000 Penalty: 970.190918
	Iteration 18Q: 3 clusters Score -2783636 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -2783631.750000 Penalty: 970.190918
	Iteration 19Q: 3 clusters Score -2783632 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -2783644.500000 Penalty: 970.190918
	Iteration 20F: 3 clusters Score -2783644 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -2783684.000000 Penalty: 970.190918
	Iteration 21Q: 3 clusters Score -2783684 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2783730.000000 Penalty: 970.190918
	Iteration 22Q: 3 clusters Score -2783730 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -2783747.750000 Penalty: 970.190918
	Iteration 23Q: 3 clusters Score -2783748 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2783760.500000 Penalty: 970.190918
	Iteration 24Q: 3 clusters Score -2783760 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2783772.750000 Penalty: 970.190918
	Iteration 25Q: 3 clusters Score -2783773 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2783784.000000 Penalty: 970.190918
	Iteration 26Q: 3 clusters Score -2783784 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2783800.750000 Penalty: 970.190918
	Iteration 27Q: 3 clusters Score -2783801 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2783804.750000 Penalty: 970.190918
	Iteration 28Q: 3 clusters Score -2783805 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2783817.000000 Penalty: 970.190918
	Iteration 29Q: 3 clusters Score -2783817 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2783828.500000 Penalty: 970.190918
	Iteration 30Q: 3 clusters Score -2783828 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2783844.750000 Penalty: 970.190918
	Iteration 31Q: 3 clusters Score -2783845 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2783855.750000 Penalty: 970.190918
	Iteration 32Q: 3 clusters Score -2783856 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2783875.750000 Penalty: 970.190918
	Iteration 33Q: 3 clusters Score -2783876 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2783921.750000 Penalty: 970.190918
	Iteration 34Q: 3 clusters Score -2783922 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2783951.500000 Penalty: 970.190918
	Iteration 35Q: 3 clusters Score -2783952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2783959.750000 Penalty: 970.190918
	Iteration 36Q: 3 clusters Score -2783960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2783969.750000 Penalty: 970.190918
	Iteration 37Q: 3 clusters Score -2783970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2783979.250000 Penalty: 970.190918
	Iteration 38Q: 3 clusters Score -2783979 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2783988.000000 Penalty: 970.190918
	Iteration 39Q: 3 clusters Score -2783988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2783997.500000 Penalty: 970.190918
	Iteration 40F: 3 clusters Score -2783998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2784003.250000 Penalty: 970.190918
	Iteration 41Q: 3 clusters Score -2784003 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2783999.000000 Penalty: 970.190918
	Iteration 42Q: 3 clusters Score -2783999 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2784021.750000 Penalty: 970.190918
	Iteration 43Q: 3 clusters Score -2784022 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2784018.750000 Penalty: 970.190918
	Iteration 44Q: 3 clusters Score -2784019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2784028.750000 Penalty: 970.190918
	Iteration 45Q: 3 clusters Score -2784029 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2784039.250000 Penalty: 970.190918
	Iteration 46Q: 3 clusters Score -2784039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2784032.500000 Penalty: 970.190918
	Iteration 47Q: 3 clusters Score -2784032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2784040.000000 Penalty: 970.190918
	Iteration 48Q: 3 clusters Score -2784040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2784031.750000 Penalty: 970.190918
	Iteration 49Q: 3 clusters Score -2784032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2784026.750000 Penalty: 970.190918
	Iteration 50Q: 3 clusters Score -2784027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2784021.500000 Penalty: 970.190918
	Iteration 51Q: 3 clusters Score -2784022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2784015.250000 Penalty: 970.190918
	Iteration 52Q: 3 clusters Score -2784015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2784015.500000 Penalty: 970.190918
	Iteration 53Q: 3 clusters Score -2784016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2784020.750000 Penalty: 970.190918
	Iteration 54Q: 3 clusters Score -2784021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2784015.250000 Penalty: 970.190918
	Iteration 55Q: 3 clusters Score -2784015 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2784018.250000 Penalty: 970.190918
	Iteration 56Q: 3 clusters Score -2784018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2784025.750000 Penalty: 970.190918
	Iteration 57Q: 3 clusters Score -2784026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2784026.000000 Penalty: 970.190918
	Iteration 58Q: 3 clusters Score -2784026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2784024.250000 Penalty: 970.190918
	Iteration 59Q: 3 clusters Score -2784024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2784010.000000 Penalty: 970.190918
	Iteration 60F: 3 clusters Score -2784010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2783992.250000 Penalty: 970.190918
	Iteration 61Q: 3 clusters Score -2783992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2783996.000000 Penalty: 970.190918
	Iteration 62Q: 3 clusters Score -2783996 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2783999.000000 Penalty: 970.190918
	Iteration 63Q: 3 clusters Score -2783999 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2784005.750000 Penalty: 970.190918
	Iteration 64Q: 3 clusters Score -2784006 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2783992.500000 Penalty: 970.190918
	Iteration 65Q: 3 clusters Score -2783992 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2783996.750000 Penalty: 970.190918
	Iteration 66Q: 3 clusters Score -2783997 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2784011.000000 Penalty: 970.190918
	Iteration 67Q: 3 clusters Score -2784011 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2784022.000000 Penalty: 970.190918
	Iteration 68Q: 3 clusters Score -2784022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2784024.250000 Penalty: 970.190918
	Iteration 69Q: 3 clusters Score -2784024 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2784032.250000 Penalty: 970.190918
	Iteration 70Q: 3 clusters Score -2784032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2784053.250000 Penalty: 970.190918
	Iteration 71Q: 3 clusters Score -2784053 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2784065.500000 Penalty: 970.190918
	Iteration 72Q: 3 clusters Score -2784066 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2784078.000000 Penalty: 970.190918
	Iteration 73Q: 3 clusters Score -2784078 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2784110.250000 Penalty: 970.190918
	Iteration 74Q: 3 clusters Score -2784110 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2784148.750000 Penalty: 970.190918
	Iteration 75Q: 3 clusters Score -2784149 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2784202.500000 Penalty: 970.190918
	Iteration 76Q: 3 clusters Score -2784202 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2784254.000000 Penalty: 970.190918
	Iteration 77Q: 3 clusters Score -2784254 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2784278.500000 Penalty: 970.190918
	Iteration 78Q: 3 clusters Score -2784278 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2784325.500000 Penalty: 970.190918
	Iteration 79Q: 3 clusters Score -2784326 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2784399.000000 Penalty: 970.190918
	Iteration 80F: 3 clusters Score -2784399 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2784455.000000 Penalty: 970.190918
	Iteration 81Q: 3 clusters Score -2784455 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2784511.250000 Penalty: 970.190918
	Iteration 82Q: 3 clusters Score -2784511 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2784556.000000 Penalty: 970.190918
	Iteration 83Q: 3 clusters Score -2784556 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2784628.000000 Penalty: 970.190918
	Iteration 84Q: 3 clusters Score -2784628 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2784688.250000 Penalty: 970.190918
	Iteration 85Q: 3 clusters Score -2784688 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2784754 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2784793 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2784866 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2784937 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2785020.250000 Penalty: 970.190918
	Iteration 90Q: 3 clusters Score -2785020 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2785104.750000 Penalty: 970.190918
	Iteration 91Q: 3 clusters Score -2785105 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2785185 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2785263.250000 Penalty: 970.190918
	Iteration 93Q: 3 clusters Score -2785263 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2785361 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2785443 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2785526 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2785682.500000 Penalty: 970.190918
	Iteration 97Q: 3 clusters Score -2785682 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2785827.500000 Penalty: 970.190918
	Iteration 98Q: 3 clusters Score -2785828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2785926.500000 Penalty: 970.190918
	Iteration 99Q: 3 clusters Score -2785926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2786013.250000 Penalty: 970.190918
	Iteration 100F: 3 clusters Score -2786013 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2786090.750000 Penalty: 970.190918
	Iteration 101Q: 3 clusters Score -2786091 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2786167.500000 Penalty: 970.190918
	Iteration 102Q: 3 clusters Score -2786168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2786219.000000 Penalty: 970.190918
	Iteration 103Q: 3 clusters Score -2786219 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2786270.000000 Penalty: 970.190918
	Iteration 104Q: 3 clusters Score -2786270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2786304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2786342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2786366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2786394.750000 Penalty: 970.190918
	Iteration 108Q: 3 clusters Score -2786395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2786419.250000 Penalty: 970.190918
	Iteration 109Q: 3 clusters Score -2786419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2786430.750000 Penalty: 970.190918
	Iteration 110Q: 3 clusters Score -2786431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2786437.750000 Penalty: 970.190918
	Iteration 111Q: 3 clusters Score -2786438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2786443.250000 Penalty: 970.190918
	Iteration 112Q: 3 clusters Score -2786443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2786442.000000 Penalty: 970.190918
	Iteration 113Q: 3 clusters Score -2786442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2786447.250000 Penalty: 970.190918
	Iteration 114Q: 3 clusters Score -2786447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2786451.750000 Penalty: 970.190918
	Iteration 115Q: 3 clusters Score -2786452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2786459.500000 Penalty: 970.190918
	Iteration 116Q: 3 clusters Score -2786460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2786466.500000 Penalty: 970.190918
	Iteration 117Q: 3 clusters Score -2786466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2786463.750000 Penalty: 970.190918
	Iteration 118Q: 3 clusters Score -2786464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2786463.750000 Penalty: 970.190918
	Iteration 119Q: 3 clusters Score -2786464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2786473.000000 Penalty: 970.190918
	Iteration 120F: 3 clusters Score -2786473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2786475.250000 Penalty: 970.190918
	Iteration 121Q: 3 clusters Score -2786475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2786474.500000 Penalty: 970.190918
	Iteration 122Q: 3 clusters Score -2786474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2786481.000000 Penalty: 970.190918
	Iteration 123Q: 3 clusters Score -2786481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2786479.250000 Penalty: 970.190918
	Iteration 124Q: 3 clusters Score -2786479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2786482.750000 Penalty: 970.190918
	Iteration 125Q: 3 clusters Score -2786483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2786482.000000 Penalty: 970.190918
	Iteration 126Q: 3 clusters Score -2786482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2786477.500000 Penalty: 970.190918
	Iteration 127Q: 3 clusters Score -2786478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2786474.750000 Penalty: 970.190918
	Iteration 128Q: 3 clusters Score -2786475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2786477.000000 Penalty: 970.190918
	Iteration 129Q: 3 clusters Score -2786477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2786481.000000 Penalty: 970.190918
	Iteration 130Q: 3 clusters Score -2786481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2786474.250000 Penalty: 970.190918
	Iteration 131Q: 3 clusters Score -2786474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2786477.750000 Penalty: 970.190918
	Iteration 132Q: 3 clusters Score -2786478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2786481.750000 Penalty: 970.190918
	Iteration 133Q: 3 clusters Score -2786482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2786480.500000 Penalty: 970.190918
	Iteration 134Q: 3 clusters Score -2786480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2786483.500000 Penalty: 970.190918
	Iteration 135Q: 3 clusters Score -2786484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2786493.000000 Penalty: 970.190918
	Iteration 136Q: 3 clusters Score -2786493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2786494.750000 Penalty: 970.190918
	Iteration 137Q: 3 clusters Score -2786495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2786498.250000 Penalty: 970.190918
	Iteration 138Q: 3 clusters Score -2786498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2786498.250000 Penalty: 970.190918
	Iteration 139Q: 3 clusters Score -2786498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2786497.750000 Penalty: 970.190918
	Iteration 140F: 3 clusters Score -2786498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2786500.000000 Penalty: 970.190918
	Iteration 141Q: 3 clusters Score -2786500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2786498.500000 Penalty: 970.190918
	Iteration 142Q: 3 clusters Score -2786498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2786498.750000 Penalty: 970.190918
	Iteration 143Q: 3 clusters Score -2786499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2786501.000000 Penalty: 970.190918
	Iteration 144Q: 3 clusters Score -2786501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2786507.250000 Penalty: 970.190918
	Iteration 145Q: 3 clusters Score -2786507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2786510.750000 Penalty: 970.190918
	Iteration 146Q: 3 clusters Score -2786511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2786518.250000 Penalty: 970.190918
	Iteration 147Q: 3 clusters Score -2786518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2786524.250000 Penalty: 970.190918
	Iteration 148Q: 3 clusters Score -2786524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2786529.000000 Penalty: 970.190918
	Iteration 149Q: 3 clusters Score -2786529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2786533.250000 Penalty: 970.190918
	Iteration 150Q: 3 clusters Score -2786533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2786533.250000 Penalty: 970.190918
	Iteration 151Q: 3 clusters Score -2786533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2786531.500000 Penalty: 970.190918
	Iteration 152Q: 3 clusters Score -2786532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2786534.750000 Penalty: 970.190918
	Iteration 153Q: 3 clusters Score -2786535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2786530.750000 Penalty: 970.190918
	Iteration 154Q: 3 clusters Score -2786531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2786527.750000 Penalty: 970.190918
	Iteration 155Q: 3 clusters Score -2786528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2786524.000000 Penalty: 970.190918
	Iteration 156Q: 3 clusters Score -2786524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2786525.250000 Penalty: 970.190918
	Iteration 157Q: 3 clusters Score -2786525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2786527.000000 Penalty: 970.190918
	Iteration 158Q: 3 clusters Score -2786527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2786527.000000 Penalty: 970.190918
	Iteration 159F: 3 clusters Score -2786527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -885114.000000 Penalty: 436.426270
	Iteration 0F: 2 clusters Score -885114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -875416.000000 Penalty: 872.852539
	Iteration 0F: 3 clusters Score -875416 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -879411.500000 Penalty: 872.852539
	Iteration 1F: 3 clusters Score -879411.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -879602.875000 Penalty: 872.852539
	Iteration 2Q: 3 clusters Score -879602.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -879827.125000 Penalty: 872.852539
	Iteration 3Q: 3 clusters Score -879827.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -880102.937500 Penalty: 872.852539
	Iteration 4Q: 3 clusters Score -880102.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -880410.062500 Penalty: 872.852539
	Iteration 5Q: 3 clusters Score -880410.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -880849.000000 Penalty: 872.852539
	Iteration 6Q: 3 clusters Score -880849 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -881456.375000 Penalty: 872.852539
	Iteration 7F: 3 clusters Score -881456.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -881994.250000 Penalty: 872.852539
	Iteration 8F: 3 clusters Score -881994.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -882360.625000 Penalty: 872.852539
	Iteration 9Q: 3 clusters Score -882360.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -882528.812500 Penalty: 872.852539
	Iteration 10Q: 3 clusters Score -882528.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -882616.375000 Penalty: 872.852539
	Iteration 11Q: 3 clusters Score -882616.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -882688.812500 Penalty: 872.852539
	Iteration 12Q: 3 clusters Score -882688.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -882745.687500 Penalty: 872.852539
	Iteration 13Q: 3 clusters Score -882745.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -882803.875000 Penalty: 872.852539
	Iteration 14Q: 3 clusters Score -882803.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -882867.562500 Penalty: 872.852539
	Iteration 15Q: 3 clusters Score -882867.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -882918.250000 Penalty: 872.852539
	Iteration 16Q: 3 clusters Score -882918.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -882970.312500 Penalty: 872.852539
	Iteration 17Q: 3 clusters Score -882970.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -883029.500000 Penalty: 872.852539
	Iteration 18Q: 3 clusters Score -883029.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -883093.125000 Penalty: 872.852539
	Iteration 19Q: 3 clusters Score -883093.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -883160.312500 Penalty: 872.852539
	Iteration 20F: 3 clusters Score -883160.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -883222.750000 Penalty: 872.852539
	Iteration 21Q: 3 clusters Score -883222.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -883290.625000 Penalty: 872.852539
	Iteration 22Q: 3 clusters Score -883290.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -883356.125000 Penalty: 872.852539
	Iteration 23Q: 3 clusters Score -883356.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -883435.500000 Penalty: 872.852539
	Iteration 24Q: 3 clusters Score -883435.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -883497.687500 Penalty: 872.852539
	Iteration 25Q: 3 clusters Score -883497.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -883560.562500 Penalty: 872.852539
	Iteration 26Q: 3 clusters Score -883560.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -883635.437500 Penalty: 872.852539
	Iteration 27Q: 3 clusters Score -883635.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -883713.562500 Penalty: 872.852539
	Iteration 28Q: 3 clusters Score -883713.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -883797.250000 Penalty: 872.852539
	Iteration 29Q: 3 clusters Score -883797.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -883874.375000 Penalty: 872.852539
	Iteration 30Q: 3 clusters Score -883874.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -883948.125000 Penalty: 872.852539
	Iteration 31Q: 3 clusters Score -883948.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -884023.812500 Penalty: 872.852539
	Iteration 32Q: 3 clusters Score -884023.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -884106.062500 Penalty: 872.852539
	Iteration 33Q: 3 clusters Score -884106.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -884204.687500 Penalty: 872.852539
	Iteration 34Q: 3 clusters Score -884204.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -884278.562500 Penalty: 872.852539
	Iteration 35Q: 3 clusters Score -884278.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -884339.312500 Penalty: 872.852539
	Iteration 36Q: 3 clusters Score -884339.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -884392.875000 Penalty: 872.852539
	Iteration 37Q: 3 clusters Score -884392.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -884449.437500 Penalty: 872.852539
	Iteration 38Q: 3 clusters Score -884449.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -884492.375000 Penalty: 872.852539
	Iteration 39Q: 3 clusters Score -884492.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -884529.250000 Penalty: 872.852539
	Iteration 40F: 3 clusters Score -884529.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -884568.937500 Penalty: 872.852539
	Iteration 41Q: 3 clusters Score -884568.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -884599.500000 Penalty: 872.852539
	Iteration 42Q: 3 clusters Score -884599.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -884627.687500 Penalty: 872.852539
	Iteration 43Q: 3 clusters Score -884627.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -884657.687500 Penalty: 872.852539
	Iteration 44Q: 3 clusters Score -884657.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -884682.375000 Penalty: 872.852539
	Iteration 45Q: 3 clusters Score -884682.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -884695.125000 Penalty: 872.852539
	Iteration 46Q: 3 clusters Score -884695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -884705.687500 Penalty: 872.852539
	Iteration 47Q: 3 clusters Score -884705.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -884712.187500 Penalty: 872.852539
	Iteration 48Q: 3 clusters Score -884712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -884718.625000 Penalty: 872.852539
	Iteration 49Q: 3 clusters Score -884718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -884724.687500 Penalty: 872.852539
	Iteration 50Q: 3 clusters Score -884724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -884730.812500 Penalty: 872.852539
	Iteration 51Q: 3 clusters Score -884730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -884734.562500 Penalty: 872.852539
	Iteration 52Q: 3 clusters Score -884734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -884735.500000 Penalty: 872.852539
	Iteration 53Q: 3 clusters Score -884735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -884740.250000 Penalty: 872.852539
	Iteration 54Q: 3 clusters Score -884740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -884742.437500 Penalty: 872.852539
	Iteration 55Q: 3 clusters Score -884742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -884742.187500 Penalty: 872.852539
	Iteration 56Q: 3 clusters Score -884742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -884742.187500 Penalty: 872.852539
	Iteration 57F: 3 clusters Score -884742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -200134.546875 Penalty: 371.653259
	Iteration 0F: 2 clusters Score -200134.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -197726.921875 Penalty: 743.306519
	Iteration 0F: 3 clusters Score -197726.9 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -198594.812500 Penalty: 743.306519
	Iteration 1F: 3 clusters Score -198594.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -198770.890625 Penalty: 743.306519
	Iteration 2F: 3 clusters Score -198770.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -198928.984375 Penalty: 743.306519
	Iteration 3F: 3 clusters Score -198929 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -199054.140625 Penalty: 743.306519
	Iteration 4F: 3 clusters Score -199054.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -199148.937500 Penalty: 743.306519
	Iteration 5Q: 3 clusters Score -199148.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -199226.046875 Penalty: 743.306519
	Iteration 6Q: 3 clusters Score -199226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -199293.171875 Penalty: 743.306519
	Iteration 7Q: 3 clusters Score -199293.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -199349.375000 Penalty: 743.306519
	Iteration 8Q: 3 clusters Score -199349.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -199393.062500 Penalty: 743.306519
	Iteration 9Q: 3 clusters Score -199393.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -199424.484375 Penalty: 743.306519
	Iteration 10Q: 3 clusters Score -199424.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -199455.609375 Penalty: 743.306519
	Iteration 11Q: 3 clusters Score -199455.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -199484.531250 Penalty: 743.306519
	Iteration 12Q: 3 clusters Score -199484.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -199513.343750 Penalty: 743.306519
	Iteration 13Q: 3 clusters Score -199513.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -199539.015625 Penalty: 743.306519
	Iteration 14Q: 3 clusters Score -199539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -199556.156250 Penalty: 743.306519
	Iteration 15Q: 3 clusters Score -199556.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -199573.625000 Penalty: 743.306519
	Iteration 16Q: 3 clusters Score -199573.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -199587.906250 Penalty: 743.306519
	Iteration 17Q: 3 clusters Score -199587.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -199607.656250 Penalty: 743.306519
	Iteration 18Q: 3 clusters Score -199607.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -199626.109375 Penalty: 743.306519
	Iteration 19Q: 3 clusters Score -199626.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -199641.843750 Penalty: 743.306519
	Iteration 20F: 3 clusters Score -199641.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -199655.406250 Penalty: 743.306519
	Iteration 21Q: 3 clusters Score -199655.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -199673.953125 Penalty: 743.306519
	Iteration 22Q: 3 clusters Score -199674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -199694.390625 Penalty: 743.306519
	Iteration 23Q: 3 clusters Score -199694.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -199708.546875 Penalty: 743.306519
	Iteration 24Q: 3 clusters Score -199708.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -199716.484375 Penalty: 743.306519
	Iteration 25Q: 3 clusters Score -199716.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -199722.281250 Penalty: 743.306519
	Iteration 26Q: 3 clusters Score -199722.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -199727.671875 Penalty: 743.306519
	Iteration 27Q: 3 clusters Score -199727.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -199737.109375 Penalty: 743.306519
	Iteration 28Q: 3 clusters Score -199737.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -199746.031250 Penalty: 743.306519
	Iteration 29Q: 3 clusters Score -199746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -199752.312500 Penalty: 743.306519
	Iteration 30Q: 3 clusters Score -199752.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -199758.265625 Penalty: 743.306519
	Iteration 31Q: 3 clusters Score -199758.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -199760.843750 Penalty: 743.306519
	Iteration 32Q: 3 clusters Score -199760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -199762.281250 Penalty: 743.306519
	Iteration 33Q: 3 clusters Score -199762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -199764.015625 Penalty: 743.306519
	Iteration 34Q: 3 clusters Score -199764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -199767.781250 Penalty: 743.306519
	Iteration 35Q: 3 clusters Score -199767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -199771.140625 Penalty: 743.306519
	Iteration 36Q: 3 clusters Score -199771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -199773.703125 Penalty: 743.306519
	Iteration 37Q: 3 clusters Score -199773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -199775.750000 Penalty: 743.306519
	Iteration 38Q: 3 clusters Score -199775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -199776.828125 Penalty: 743.306519
	Iteration 39Q: 3 clusters Score -199776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -199777.312500 Penalty: 743.306519
	Iteration 40F: 3 clusters Score -199777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -199780.468750 Penalty: 743.306519
	Iteration 41Q: 3 clusters Score -199780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -199781.750000 Penalty: 743.306519
	Iteration 42Q: 3 clusters Score -199781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -199782.109375 Penalty: 743.306519
	Iteration 43Q: 3 clusters Score -199782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -199782.484375 Penalty: 743.306519
	Iteration 44Q: 3 clusters Score -199782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -199782.875000 Penalty: 743.306519
	Iteration 45Q: 3 clusters Score -199782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -199782.875000 Penalty: 743.306519
	Iteration 46F: 3 clusters Score -199782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -124278.765625 Penalty: 347.603729
	Iteration 0F: 2 clusters Score -124278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -122814.046875 Penalty: 695.207458
	Iteration 0F: 3 clusters Score -122814 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -123433.148438 Penalty: 695.207458
	Iteration 1F: 3 clusters Score -123433.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -123585.875000 Penalty: 695.207458
	Iteration 2F: 3 clusters Score -123585.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -123687.085938 Penalty: 695.207458
	Iteration 3F: 3 clusters Score -123687.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -123762.539062 Penalty: 695.207458
	Iteration 4F: 3 clusters Score -123762.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123810.718750 Penalty: 695.207458
	Iteration 5Q: 3 clusters Score -123810.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -123859.781250 Penalty: 695.207458
	Iteration 6Q: 3 clusters Score -123859.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123896.945312 Penalty: 695.207458
	Iteration 7Q: 3 clusters Score -123896.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -123913.101562 Penalty: 695.207458
	Iteration 8Q: 3 clusters Score -123913.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -123927.039062 Penalty: 695.207458
	Iteration 9Q: 3 clusters Score -123927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123936.492188 Penalty: 695.207458
	Iteration 10Q: 3 clusters Score -123936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123943.195312 Penalty: 695.207458
	Iteration 11Q: 3 clusters Score -123943.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -123948.835938 Penalty: 695.207458
	Iteration 12Q: 3 clusters Score -123948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -123953.546875 Penalty: 695.207458
	Iteration 13Q: 3 clusters Score -123953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123957.859375 Penalty: 695.207458
	Iteration 14Q: 3 clusters Score -123957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123961.601562 Penalty: 695.207458
	Iteration 15Q: 3 clusters Score -123961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123963.796875 Penalty: 695.207458
	Iteration 16Q: 3 clusters Score -123963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123967.695312 Penalty: 695.207458
	Iteration 17Q: 3 clusters Score -123967.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -123971.218750 Penalty: 695.207458
	Iteration 18Q: 3 clusters Score -123971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123972.882812 Penalty: 695.207458
	Iteration 19Q: 3 clusters Score -123972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123975.117188 Penalty: 695.207458
	Iteration 20F: 3 clusters Score -123975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123978.343750 Penalty: 695.207458
	Iteration 21Q: 3 clusters Score -123978.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123980.820312 Penalty: 695.207458
	Iteration 22Q: 3 clusters Score -123980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123984.031250 Penalty: 695.207458
	Iteration 23Q: 3 clusters Score -123984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123987.218750 Penalty: 695.207458
	Iteration 24Q: 3 clusters Score -123987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -123988.789062 Penalty: 695.207458
	Iteration 25Q: 3 clusters Score -123988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123990.867188 Penalty: 695.207458
	Iteration 26Q: 3 clusters Score -123990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123991.867188 Penalty: 695.207458
	Iteration 27Q: 3 clusters Score -123991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123992.085938 Penalty: 695.207458
	Iteration 28Q: 3 clusters Score -123992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123992.085938 Penalty: 695.207458
	Iteration 29F: 3 clusters Score -123992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -110140.640625 Penalty: 339.110687
	Iteration 0F: 2 clusters Score -110140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -108877.875000 Penalty: 678.221375
	Iteration 0F: 3 clusters Score -108877.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -109271.632812 Penalty: 678.221375
	Iteration 1F: 3 clusters Score -109271.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109370.492188 Penalty: 678.221375
	Iteration 2F: 3 clusters Score -109370.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109511.585938 Penalty: 678.221375
	Iteration 3F: 3 clusters Score -109511.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109666.148438 Penalty: 678.221375
	Iteration 4F: 3 clusters Score -109666.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109810.453125 Penalty: 678.221375
	Iteration 5F: 3 clusters Score -109810.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -109915.296875 Penalty: 678.221375
	Iteration 6F: 3 clusters Score -109915.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109960.492188 Penalty: 678.221375
	Iteration 7Q: 3 clusters Score -109960.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -109994.687500 Penalty: 678.221375
	Iteration 8Q: 3 clusters Score -109994.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -110009.460938 Penalty: 678.221375
	Iteration 9Q: 3 clusters Score -110009.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -110023.187500 Penalty: 678.221375
	Iteration 10Q: 3 clusters Score -110023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -110029.671875 Penalty: 678.221375
	Iteration 11Q: 3 clusters Score -110029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -110035.257812 Penalty: 678.221375
	Iteration 12Q: 3 clusters Score -110035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -110039.039062 Penalty: 678.221375
	Iteration 13Q: 3 clusters Score -110039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -110039.476562 Penalty: 678.221375
	Iteration 14Q: 3 clusters Score -110039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -110040.054688 Penalty: 678.221375
	Iteration 15Q: 3 clusters Score -110040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -110040.054688 Penalty: 678.221375
	Iteration 16F: 3 clusters Score -110040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -38984.660156 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -38984.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38380.523438 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -38380.52 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38619.941406 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -38619.94 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -38758.628906 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -38758.63 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38821.875000 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -38821.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -38861.425781 Penalty: 595.495972
	Iteration 4F: 3 clusters Score -38861.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38878.839844 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -38878.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -38884.191406 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -38884.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -38885.375000 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -38885.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -38888.347656 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -38888.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38892.675781 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -38892.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -38893.601562 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -38893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -38893.601562 Penalty: 595.495972
	Iteration 11F: 3 clusters Score -38893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -61489.046875 Penalty: 317.210938
	Iteration 0F: 2 clusters Score -61489.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -60649.921875 Penalty: 634.421875
	Iteration 0F: 3 clusters Score -60649.92 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60909.789062 Penalty: 634.421875
	Iteration 1F: 3 clusters Score -60909.79 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60994.453125 Penalty: 634.421875
	Iteration 2F: 3 clusters Score -60994.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61049.730469 Penalty: 634.421875
	Iteration 3F: 3 clusters Score -61049.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61102.164062 Penalty: 634.421875
	Iteration 4F: 3 clusters Score -61102.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61146.664062 Penalty: 634.421875
	Iteration 5Q: 3 clusters Score -61146.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61181.406250 Penalty: 634.421875
	Iteration 6Q: 3 clusters Score -61181.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61211.179688 Penalty: 634.421875
	Iteration 7Q: 3 clusters Score -61211.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61227.652344 Penalty: 634.421875
	Iteration 8Q: 3 clusters Score -61227.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -61240.562500 Penalty: 634.421875
	Iteration 9Q: 3 clusters Score -61240.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61250.535156 Penalty: 634.421875
	Iteration 10Q: 3 clusters Score -61250.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61254.476562 Penalty: 634.421875
	Iteration 11Q: 3 clusters Score -61254.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -61258.839844 Penalty: 634.421875
	Iteration 12Q: 3 clusters Score -61258.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -61261.695312 Penalty: 634.421875
	Iteration 13Q: 3 clusters Score -61261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61264.453125 Penalty: 634.421875
	Iteration 14Q: 3 clusters Score -61264.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -61267.332031 Penalty: 634.421875
	Iteration 15Q: 3 clusters Score -61267.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61267.722656 Penalty: 634.421875
	Iteration 16Q: 3 clusters Score -61267.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61267.722656 Penalty: 634.421875
	Iteration 17F: 3 clusters Score -61267.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -112974.898438 Penalty: 341.299225
	Iteration 0F: 2 clusters Score -112974.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -111641.765625 Penalty: 682.598450
	Iteration 0F: 3 clusters Score -111641.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -112119.335938 Penalty: 682.598450
	Iteration 1F: 3 clusters Score -112119.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -112200.523438 Penalty: 682.598450
	Iteration 2F: 3 clusters Score -112200.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -112263.710938 Penalty: 682.598450
	Iteration 3F: 3 clusters Score -112263.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -112314.242188 Penalty: 682.598450
	Iteration 4Q: 3 clusters Score -112314.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -112361.156250 Penalty: 682.598450
	Iteration 5Q: 3 clusters Score -112361.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -112411.476562 Penalty: 682.598450
	Iteration 6Q: 3 clusters Score -112411.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -112457.000000 Penalty: 682.598450
	Iteration 7Q: 3 clusters Score -112457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -112506.398438 Penalty: 682.598450
	Iteration 8Q: 3 clusters Score -112506.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -112542.296875 Penalty: 682.598450
	Iteration 9Q: 3 clusters Score -112542.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -112572.601562 Penalty: 682.598450
	Iteration 10Q: 3 clusters Score -112572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -112595.734375 Penalty: 682.598450
	Iteration 11Q: 3 clusters Score -112595.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -112615.164062 Penalty: 682.598450
	Iteration 12Q: 3 clusters Score -112615.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -112626.312500 Penalty: 682.598450
	Iteration 13Q: 3 clusters Score -112626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -112633.984375 Penalty: 682.598450
	Iteration 14Q: 3 clusters Score -112634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -112641.468750 Penalty: 682.598450
	Iteration 15Q: 3 clusters Score -112641.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -112648.804688 Penalty: 682.598450
	Iteration 16Q: 3 clusters Score -112648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -112655.117188 Penalty: 682.598450
	Iteration 17Q: 3 clusters Score -112655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -112657.335938 Penalty: 682.598450
	Iteration 18Q: 3 clusters Score -112657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -112659.265625 Penalty: 682.598450
	Iteration 19Q: 3 clusters Score -112659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -112663.304688 Penalty: 682.598450
	Iteration 20F: 3 clusters Score -112663.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -112664.859375 Penalty: 682.598450
	Iteration 21Q: 3 clusters Score -112664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -112665.382812 Penalty: 682.598450
	Iteration 22Q: 3 clusters Score -112665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -112665.382812 Penalty: 682.598450
	Iteration 23F: 3 clusters Score -112665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Entering Unmasked Estep 
Score: -1453626.875000 Penalty: 458.617126
	Iteration 0F: 2 clusters Score -1453627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1437716.125000 Penalty: 917.234253
	Iteration 0F: 3 clusters Score -1437716 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1444422.375000 Penalty: 917.234253
	Iteration 1F: 3 clusters Score -1444422 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1444886.125000 Penalty: 917.234253
	Iteration 2F: 3 clusters Score -1444886 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1445478.625000 Penalty: 917.234253
	Iteration 3F: 3 clusters Score -1445479 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1446296.125000 Penalty: 917.234253
	Iteration 4F: 3 clusters Score -1446296 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1447385.000000 Penalty: 917.234253
	Iteration 5F: 3 clusters Score -1447385 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1448533.500000 Penalty: 917.234253
	Iteration 6F: 3 clusters Score -1448534 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1449278.375000 Penalty: 917.234253
	Iteration 7F: 3 clusters Score -1449278 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1449524.125000 Penalty: 917.234253
	Iteration 8Q: 3 clusters Score -1449524 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1449631.750000 Penalty: 917.234253
	Iteration 9Q: 3 clusters Score -1449632 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1449704.250000 Penalty: 917.234253
	Iteration 10Q: 3 clusters Score -1449704 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1449788.250000 Penalty: 917.234253
	Iteration 11Q: 3 clusters Score -1449788 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1449874.875000 Penalty: 917.234253
	Iteration 12Q: 3 clusters Score -1449875 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1450005.375000 Penalty: 917.234253
	Iteration 13Q: 3 clusters Score -1450005 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1450170.625000 Penalty: 917.234253
	Iteration 14Q: 3 clusters Score -1450171 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1450423.250000 Penalty: 917.234253
	Iteration 15Q: 3 clusters Score -1450423 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1450754.125000 Penalty: 917.234253
	Iteration 16Q: 3 clusters Score -1450754 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1451174.375000 Penalty: 917.234253
	Iteration 17Q: 3 clusters Score -1451174 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1451682.125000 Penalty: 917.234253
	Iteration 18Q: 3 clusters Score -1451682 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1452198.375000 Penalty: 917.234253
	Iteration 19Q: 3 clusters Score -1452198 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1452639.750000 Penalty: 917.234253
	Iteration 20F: 3 clusters Score -1452640 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1452906.250000 Penalty: 917.234253
	Iteration 21Q: 3 clusters Score -1452906 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1453043.250000 Penalty: 917.234253
	Iteration 22Q: 3 clusters Score -1453043 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1453101.375000 Penalty: 917.234253
	Iteration 23Q: 3 clusters Score -1453101 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1453137.375000 Penalty: 917.234253
	Iteration 24Q: 3 clusters Score -1453137 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1453154.750000 Penalty: 917.234253
	Iteration 25Q: 3 clusters Score -1453155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1453159.625000 Penalty: 917.234253
	Iteration 26Q: 3 clusters Score -1453160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1453170.000000 Penalty: 917.234253
	Iteration 27Q: 3 clusters Score -1453170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1453178.125000 Penalty: 917.234253
	Iteration 28Q: 3 clusters Score -1453178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1453181.625000 Penalty: 917.234253
	Iteration 29Q: 3 clusters Score -1453182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1453178.000000 Penalty: 917.234253
	Iteration 30Q: 3 clusters Score -1453178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1453176.875000 Penalty: 917.234253
	Iteration 31Q: 3 clusters Score -1453177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1453176.875000 Penalty: 917.234253
	Iteration 32Q: 3 clusters Score -1453177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1453184.875000 Penalty: 917.234253
	Iteration 33Q: 3 clusters Score -1453185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1453189.625000 Penalty: 917.234253
	Iteration 34Q: 3 clusters Score -1453190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1453193.875000 Penalty: 917.234253
	Iteration 35Q: 3 clusters Score -1453194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1453195.125000 Penalty: 917.234253
	Iteration 36Q: 3 clusters Score -1453195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1453192.125000 Penalty: 917.234253
	Iteration 37Q: 3 clusters Score -1453192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1453196.375000 Penalty: 917.234253
	Iteration 38Q: 3 clusters Score -1453196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1453199.750000 Penalty: 917.234253
	Iteration 39Q: 3 clusters Score -1453200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1453200.000000 Penalty: 917.234253
	Iteration 40F: 3 clusters Score -1453200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1453202.250000 Penalty: 917.234253
	Iteration 41Q: 3 clusters Score -1453202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1453204.375000 Penalty: 917.234253
	Iteration 42Q: 3 clusters Score -1453204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1453206.500000 Penalty: 917.234253
	Iteration 43Q: 3 clusters Score -1453206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1453206.125000 Penalty: 917.234253
	Iteration 44Q: 3 clusters Score -1453206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1453208.000000 Penalty: 917.234253
	Iteration 45Q: 3 clusters Score -1453208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1453211.750000 Penalty: 917.234253
	Iteration 46Q: 3 clusters Score -1453212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1453212.500000 Penalty: 917.234253
	Iteration 47Q: 3 clusters Score -1453212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1453213.000000 Penalty: 917.234253
	Iteration 48Q: 3 clusters Score -1453213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1453215.500000 Penalty: 917.234253
	Iteration 49Q: 3 clusters Score -1453216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1453219.375000 Penalty: 917.234253
	Iteration 50Q: 3 clusters Score -1453219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1453222.625000 Penalty: 917.234253
	Iteration 51Q: 3 clusters Score -1453223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1453222.000000 Penalty: 917.234253
	Iteration 52Q: 3 clusters Score -1453222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1453223.500000 Penalty: 917.234253
	Iteration 53Q: 3 clusters Score -1453224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1453230.625000 Penalty: 917.234253
	Iteration 54Q: 3 clusters Score -1453231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1453229.750000 Penalty: 917.234253
	Iteration 55Q: 3 clusters Score -1453230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1453230.750000 Penalty: 917.234253
	Iteration 56Q: 3 clusters Score -1453231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1453234.500000 Penalty: 917.234253
	Iteration 57Q: 3 clusters Score -1453234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1453232.125000 Penalty: 917.234253
	Iteration 58Q: 3 clusters Score -1453232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1453232.875000 Penalty: 917.234253
	Iteration 59Q: 3 clusters Score -1453233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1453229.000000 Penalty: 917.234253
	Iteration 60F: 3 clusters Score -1453229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1453229.500000 Penalty: 917.234253
	Iteration 61Q: 3 clusters Score -1453230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1453234.500000 Penalty: 917.234253
	Iteration 62Q: 3 clusters Score -1453234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1453230.250000 Penalty: 917.234253
	Iteration 63Q: 3 clusters Score -1453230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1453233.625000 Penalty: 917.234253
	Iteration 64Q: 3 clusters Score -1453234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1453232.625000 Penalty: 917.234253
	Iteration 65Q: 3 clusters Score -1453233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1453236.500000 Penalty: 917.234253
	Iteration 66Q: 3 clusters Score -1453236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1453238.250000 Penalty: 917.234253
	Iteration 67Q: 3 clusters Score -1453238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1453236.375000 Penalty: 917.234253
	Iteration 68Q: 3 clusters Score -1453236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1453235.500000 Penalty: 917.234253
	Iteration 69Q: 3 clusters Score -1453236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1453235.875000 Penalty: 917.234253
	Iteration 70Q: 3 clusters Score -1453236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1453234.375000 Penalty: 917.234253
	Iteration 71Q: 3 clusters Score -1453234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1453234.625000 Penalty: 917.234253
	Iteration 72Q: 3 clusters Score -1453235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1453236.750000 Penalty: 917.234253
	Iteration 73Q: 3 clusters Score -1453237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1453236.625000 Penalty: 917.234253
	Iteration 74Q: 3 clusters Score -1453237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1453236.625000 Penalty: 917.234253
	Iteration 75Q: 3 clusters Score -1453237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1453238.000000 Penalty: 917.234253
	Iteration 76Q: 3 clusters Score -1453238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1453237.875000 Penalty: 917.234253
	Iteration 77Q: 3 clusters Score -1453238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1453237.875000 Penalty: 917.234253
	Iteration 78F: 3 clusters Score -1453238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Entering Unmasked Estep 
Score: -2565718.500000 Penalty: 481.025238
	Iteration 0F: 2 clusters Score -2565718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2540436.250000 Penalty: 962.050476
	Iteration 0F: 3 clusters Score -2540436 nChanged 18973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2551484.000000 Penalty: 962.050476
	Iteration 1F: 3 clusters Score -2551484 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2552047.750000 Penalty: 962.050476
	Iteration 2Q: 3 clusters Score -2552048 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2552816.750000 Penalty: 962.050476
	Iteration 3Q: 3 clusters Score -2552817 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2554080.250000 Penalty: 962.050476
	Iteration 4F: 3 clusters Score -2554080 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2555932.250000 Penalty: 962.050476
	Iteration 5F: 3 clusters Score -2555932 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2558054.000000 Penalty: 962.050476
	Iteration 6F: 3 clusters Score -2558054 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2559480.000000 Penalty: 962.050476
	Iteration 7F: 3 clusters Score -2559480 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2560006.250000 Penalty: 962.050476
	Iteration 8Q: 3 clusters Score -2560006 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2560249.250000 Penalty: 962.050476
	Iteration 9Q: 3 clusters Score -2560249 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2560368.500000 Penalty: 962.050476
	Iteration 10Q: 3 clusters Score -2560368 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2560446.000000 Penalty: 962.050476
	Iteration 11Q: 3 clusters Score -2560446 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -2560545.750000 Penalty: 962.050476
	Iteration 12Q: 3 clusters Score -2560546 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2560642.750000 Penalty: 962.050476
	Iteration 13Q: 3 clusters Score -2560643 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -2560752.750000 Penalty: 962.050476
	Iteration 14Q: 3 clusters Score -2560753 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2560855.250000 Penalty: 962.050476
	Iteration 15Q: 3 clusters Score -2560855 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -2560975.250000 Penalty: 962.050476
	Iteration 16Q: 3 clusters Score -2560975 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2561081.500000 Penalty: 962.050476
	Iteration 17Q: 3 clusters Score -2561082 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -2561195.000000 Penalty: 962.050476
	Iteration 18Q: 3 clusters Score -2561195 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -2561318.250000 Penalty: 962.050476
	Iteration 19Q: 3 clusters Score -2561318 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -2561423.000000 Penalty: 962.050476
	Iteration 20F: 3 clusters Score -2561423 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -2561556.750000 Penalty: 962.050476
	Iteration 21Q: 3 clusters Score -2561557 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -2561715.250000 Penalty: 962.050476
	Iteration 22Q: 3 clusters Score -2561715 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -2561914.000000 Penalty: 962.050476
	Iteration 23Q: 3 clusters Score -2561914 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -2562083.500000 Penalty: 962.050476
	Iteration 24Q: 3 clusters Score -2562084 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -2562325.000000 Penalty: 962.050476
	Iteration 25Q: 3 clusters Score -2562325 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -2562541.500000 Penalty: 962.050476
	Iteration 26Q: 3 clusters Score -2562542 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -2562790.000000 Penalty: 962.050476
	Iteration 27Q: 3 clusters Score -2562790 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -2563069.500000 Penalty: 962.050476
	Iteration 28Q: 3 clusters Score -2563070 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -2563403.000000 Penalty: 962.050476
	Iteration 29Q: 3 clusters Score -2563403 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -2563674.000000 Penalty: 962.050476
	Iteration 30Q: 3 clusters Score -2563674 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -2563969.750000 Penalty: 962.050476
	Iteration 31Q: 3 clusters Score -2563970 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -2564206.750000 Penalty: 962.050476
	Iteration 32Q: 3 clusters Score -2564207 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -2564412.000000 Penalty: 962.050476
	Iteration 33Q: 3 clusters Score -2564412 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -2564601.500000 Penalty: 962.050476
	Iteration 34Q: 3 clusters Score -2564602 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -2564767.250000 Penalty: 962.050476
	Iteration 35Q: 3 clusters Score -2564767 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -2564880.000000 Penalty: 962.050476
	Iteration 36Q: 3 clusters Score -2564880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -2565003.250000 Penalty: 962.050476
	Iteration 37Q: 3 clusters Score -2565003 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -2565103.500000 Penalty: 962.050476
	Iteration 38Q: 3 clusters Score -2565104 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -2565167.250000 Penalty: 962.050476
	Iteration 39Q: 3 clusters Score -2565167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -2565228.250000 Penalty: 962.050476
	Iteration 40F: 3 clusters Score -2565228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -2565270.000000 Penalty: 962.050476
	Iteration 41Q: 3 clusters Score -2565270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -2565306.750000 Penalty: 962.050476
	Iteration 42Q: 3 clusters Score -2565307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -2565323.000000 Penalty: 962.050476
	Iteration 43Q: 3 clusters Score -2565323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -2565327.000000 Penalty: 962.050476
	Iteration 44Q: 3 clusters Score -2565327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -2565337.750000 Penalty: 962.050476
	Iteration 45Q: 3 clusters Score -2565338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -2565354.500000 Penalty: 962.050476
	Iteration 46Q: 3 clusters Score -2565354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -2565361.500000 Penalty: 962.050476
	Iteration 47Q: 3 clusters Score -2565362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -2565371.500000 Penalty: 962.050476
	Iteration 48Q: 3 clusters Score -2565372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -2565383.500000 Penalty: 962.050476
	Iteration 49Q: 3 clusters Score -2565384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -2565388.750000 Penalty: 962.050476
	Iteration 50Q: 3 clusters Score -2565389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -2565395.750000 Penalty: 962.050476
	Iteration 51Q: 3 clusters Score -2565396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -2565397.750000 Penalty: 962.050476
	Iteration 52Q: 3 clusters Score -2565398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -2565404.750000 Penalty: 962.050476
	Iteration 53Q: 3 clusters Score -2565405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -2565404.500000 Penalty: 962.050476
	Iteration 54Q: 3 clusters Score -2565404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -2565400.750000 Penalty: 962.050476
	Iteration 55Q: 3 clusters Score -2565401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -2565404.750000 Penalty: 962.050476
	Iteration 56Q: 3 clusters Score -2565405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -2565404.750000 Penalty: 962.050476
	Iteration 57F: 3 clusters Score -2565405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -259231.515625 Penalty: 377.955719
	Iteration 0F: 2 clusters Score -259231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -256489.437500 Penalty: 755.911438
	Iteration 0F: 3 clusters Score -256489.4 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -257491.109375 Penalty: 755.911438
	Iteration 1F: 3 clusters Score -257491.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -257609.859375 Penalty: 755.911438
	Iteration 2F: 3 clusters Score -257609.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -257734.687500 Penalty: 755.911438
	Iteration 3F: 3 clusters Score -257734.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -257854.687500 Penalty: 755.911438
	Iteration 4F: 3 clusters Score -257854.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -257983.968750 Penalty: 755.911438
	Iteration 5F: 3 clusters Score -257984 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -258156.171875 Penalty: 755.911438
	Iteration 6F: 3 clusters Score -258156.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -258321.578125 Penalty: 755.911438
	Iteration 7F: 3 clusters Score -258321.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -258434.984375 Penalty: 755.911438
	Iteration 8Q: 3 clusters Score -258435 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -258489.000000 Penalty: 755.911438
	Iteration 9Q: 3 clusters Score -258489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -258520.687500 Penalty: 755.911438
	Iteration 10Q: 3 clusters Score -258520.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -258540.671875 Penalty: 755.911438
	Iteration 11Q: 3 clusters Score -258540.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -258552.937500 Penalty: 755.911438
	Iteration 12Q: 3 clusters Score -258552.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -258566.531250 Penalty: 755.911438
	Iteration 13Q: 3 clusters Score -258566.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -258578.953125 Penalty: 755.911438
	Iteration 14Q: 3 clusters Score -258579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -258592.546875 Penalty: 755.911438
	Iteration 15Q: 3 clusters Score -258592.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -258601.046875 Penalty: 755.911438
	Iteration 16Q: 3 clusters Score -258601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -258608.265625 Penalty: 755.911438
	Iteration 17Q: 3 clusters Score -258608.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -258614.500000 Penalty: 755.911438
	Iteration 18Q: 3 clusters Score -258614.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -258619.343750 Penalty: 755.911438
	Iteration 19Q: 3 clusters Score -258619.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -258622.687500 Penalty: 755.911438
	Iteration 20F: 3 clusters Score -258622.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -258626.468750 Penalty: 755.911438
	Iteration 21Q: 3 clusters Score -258626.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -258629.718750 Penalty: 755.911438
	Iteration 22Q: 3 clusters Score -258629.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -258631.750000 Penalty: 755.911438
	Iteration 23Q: 3 clusters Score -258631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -258633.578125 Penalty: 755.911438
	Iteration 24Q: 3 clusters Score -258633.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -258635.687500 Penalty: 755.911438
	Iteration 25Q: 3 clusters Score -258635.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258636.656250 Penalty: 755.911438
	Iteration 26Q: 3 clusters Score -258636.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258638.406250 Penalty: 755.911438
	Iteration 27Q: 3 clusters Score -258638.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -258642.265625 Penalty: 755.911438
	Iteration 28Q: 3 clusters Score -258642.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -258644.750000 Penalty: 755.911438
	Iteration 29Q: 3 clusters Score -258644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -258646.187500 Penalty: 755.911438
	Iteration 30Q: 3 clusters Score -258646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -258648.156250 Penalty: 755.911438
	Iteration 31Q: 3 clusters Score -258648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -258649.562500 Penalty: 755.911438
	Iteration 32Q: 3 clusters Score -258649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -258650.046875 Penalty: 755.911438
	Iteration 33Q: 3 clusters Score -258650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258652.390625 Penalty: 755.911438
	Iteration 34Q: 3 clusters Score -258652.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -258655.265625 Penalty: 755.911438
	Iteration 35Q: 3 clusters Score -258655.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258660.187500 Penalty: 755.911438
	Iteration 36Q: 3 clusters Score -258660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258664.328125 Penalty: 755.911438
	Iteration 37Q: 3 clusters Score -258664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258666.953125 Penalty: 755.911438
	Iteration 38Q: 3 clusters Score -258667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258668.718750 Penalty: 755.911438
	Iteration 39Q: 3 clusters Score -258668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258670.468750 Penalty: 755.911438
	Iteration 40F: 3 clusters Score -258670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -258671.031250 Penalty: 755.911438
	Iteration 41Q: 3 clusters Score -258671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258672.156250 Penalty: 755.911438
	Iteration 42Q: 3 clusters Score -258672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -258674.984375 Penalty: 755.911438
	Iteration 43Q: 3 clusters Score -258675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258676.468750 Penalty: 755.911438
	Iteration 44Q: 3 clusters Score -258676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -258678.968750 Penalty: 755.911438
	Iteration 45Q: 3 clusters Score -258679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258679.765625 Penalty: 755.911438
	Iteration 46Q: 3 clusters Score -258679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -258680.843750 Penalty: 755.911438
	Iteration 47Q: 3 clusters Score -258680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -258681.343750 Penalty: 755.911438
	Iteration 48Q: 3 clusters Score -258681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -258681.906250 Penalty: 755.911438
	Iteration 49Q: 3 clusters Score -258681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -258682.921875 Penalty: 755.911438
	Iteration 50Q: 3 clusters Score -258682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258683.640625 Penalty: 755.911438
	Iteration 51Q: 3 clusters Score -258683.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -258685.640625 Penalty: 755.911438
	Iteration 52Q: 3 clusters Score -258685.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -258686.859375 Penalty: 755.911438
	Iteration 53Q: 3 clusters Score -258686.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -258688.546875 Penalty: 755.911438
	Iteration 54Q: 3 clusters Score -258688.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -258690.375000 Penalty: 755.911438
	Iteration 55Q: 3 clusters Score -258690.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258692.515625 Penalty: 755.911438
	Iteration 56Q: 3 clusters Score -258692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258695.250000 Penalty: 755.911438
	Iteration 57Q: 3 clusters Score -258695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258697.312500 Penalty: 755.911438
	Iteration 58Q: 3 clusters Score -258697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -258698.062500 Penalty: 755.911438
	Iteration 59Q: 3 clusters Score -258698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -258698.796875 Penalty: 755.911438
	Iteration 60F: 3 clusters Score -258698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -258700.406250 Penalty: 755.911438
	Iteration 61Q: 3 clusters Score -258700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258701.750000 Penalty: 755.911438
	Iteration 62Q: 3 clusters Score -258701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -258703.312500 Penalty: 755.911438
	Iteration 63Q: 3 clusters Score -258703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258704.609375 Penalty: 755.911438
	Iteration 64Q: 3 clusters Score -258704.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -258706.515625 Penalty: 755.911438
	Iteration 65Q: 3 clusters Score -258706.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -258709.484375 Penalty: 755.911438
	Iteration 66Q: 3 clusters Score -258709.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -258712.000000 Penalty: 755.911438
	Iteration 67Q: 3 clusters Score -258712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -258713.656250 Penalty: 755.911438
	Iteration 68Q: 3 clusters Score -258713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258714.234375 Penalty: 755.911438
	Iteration 69Q: 3 clusters Score -258714.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -258717.171875 Penalty: 755.911438
	Iteration 70Q: 3 clusters Score -258717.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258721.046875 Penalty: 755.911438
	Iteration 71Q: 3 clusters Score -258721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -258726.343750 Penalty: 755.911438
	Iteration 72Q: 3 clusters Score -258726.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -258731.625000 Penalty: 755.911438
	Iteration 73Q: 3 clusters Score -258731.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -258735.218750 Penalty: 755.911438
	Iteration 74Q: 3 clusters Score -258735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258738.390625 Penalty: 755.911438
	Iteration 75Q: 3 clusters Score -258738.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258740.656250 Penalty: 755.911438
	Iteration 76Q: 3 clusters Score -258740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -258743.046875 Penalty: 755.911438
	Iteration 77Q: 3 clusters Score -258743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258744.640625 Penalty: 755.911438
	Iteration 78Q: 3 clusters Score -258744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258746.046875 Penalty: 755.911438
	Iteration 79Q: 3 clusters Score -258746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -258747.687500 Penalty: 755.911438
	Iteration 80F: 3 clusters Score -258747.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -258749.437500 Penalty: 755.911438
	Iteration 81Q: 3 clusters Score -258749.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -258751.812500 Penalty: 755.911438
	Iteration 82Q: 3 clusters Score -258751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258754.812500 Penalty: 755.911438
	Iteration 83Q: 3 clusters Score -258754.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258759.390625 Penalty: 755.911438
	Iteration 84Q: 3 clusters Score -258759.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -258762.296875 Penalty: 755.911438
	Iteration 85Q: 3 clusters Score -258762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -258764.203125 Penalty: 755.911438
	Iteration 86Q: 3 clusters Score -258764.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -258765.843750 Penalty: 755.911438
	Iteration 87Q: 3 clusters Score -258765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -258767.968750 Penalty: 755.911438
	Iteration 88Q: 3 clusters Score -258768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -258771.015625 Penalty: 755.911438
	Iteration 89Q: 3 clusters Score -258771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -258773.359375 Penalty: 755.911438
	Iteration 90Q: 3 clusters Score -258773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -258774.859375 Penalty: 755.911438
	Iteration 91Q: 3 clusters Score -258774.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258776.671875 Penalty: 755.911438
	Iteration 92Q: 3 clusters Score -258776.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -258779.656250 Penalty: 755.911438
	Iteration 93Q: 3 clusters Score -258779.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -258781.953125 Penalty: 755.911438
	Iteration 94Q: 3 clusters Score -258782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258783.828125 Penalty: 755.911438
	Iteration 95Q: 3 clusters Score -258783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258786.062500 Penalty: 755.911438
	Iteration 96Q: 3 clusters Score -258786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -258789.343750 Penalty: 755.911438
	Iteration 97Q: 3 clusters Score -258789.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -258792.000000 Penalty: 755.911438
	Iteration 98Q: 3 clusters Score -258792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -258796.062500 Penalty: 755.911438
	Iteration 99Q: 3 clusters Score -258796.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -258798.640625 Penalty: 755.911438
	Iteration 100F: 3 clusters Score -258798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -258800.500000 Penalty: 755.911438
	Iteration 101Q: 3 clusters Score -258800.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -258802.343750 Penalty: 755.911438
	Iteration 102Q: 3 clusters Score -258802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -258804.500000 Penalty: 755.911438
	Iteration 103Q: 3 clusters Score -258804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -258805.671875 Penalty: 755.911438
	Iteration 104Q: 3 clusters Score -258805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -258806.984375 Penalty: 755.911438
	Iteration 105Q: 3 clusters Score -258807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258808.140625 Penalty: 755.911438
	Iteration 106Q: 3 clusters Score -258808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -258808.437500 Penalty: 755.911438
	Iteration 107Q: 3 clusters Score -258808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -258809.968750 Penalty: 755.911438
	Iteration 108Q: 3 clusters Score -258810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -258810.265625 Penalty: 755.911438
	Iteration 109Q: 3 clusters Score -258810.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -258810.203125 Penalty: 755.911438
	Iteration 110Q: 3 clusters Score -258810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -258810.531250 Penalty: 755.911438
	Iteration 111Q: 3 clusters Score -258810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258810.765625 Penalty: 755.911438
	Iteration 112Q: 3 clusters Score -258810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -258810.359375 Penalty: 755.911438
	Iteration 113Q: 3 clusters Score -258810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -258810.390625 Penalty: 755.911438
	Iteration 114Q: 3 clusters Score -258810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -258810.390625 Penalty: 755.911438
	Iteration 115F: 3 clusters Score -258810.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -47062.250000 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -47062.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46316.359375 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -46316.36 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46627.347656 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -46627.35 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -46721.765625 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -46721.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -46786.964844 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -46786.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -46833.746094 Penalty: 620.720764
	Iteration 4F: 3 clusters Score -46833.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46849.914062 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -46849.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46862.679688 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -46862.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -46872.863281 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -46872.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46878.933594 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -46878.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -46881.671875 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -46881.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46886.820312 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -46886.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -46893.472656 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -46893.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -46897.007812 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -46897.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -46902.832031 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -46902.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46910.121094 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -46910.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46915.769531 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -46915.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -46919.292969 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -46919.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -46920.496094 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -46920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -46921.796875 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -46921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -46922.527344 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -46922.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -46922.953125 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -46922.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -46923.996094 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -46924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -46924.769531 Penalty: 620.720764
	Iteration 22Q: 3 clusters Score -46924.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -46925.175781 Penalty: 620.720764
	Iteration 23Q: 3 clusters Score -46925.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -46925.835938 Penalty: 620.720764
	Iteration 24Q: 3 clusters Score -46925.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -46926.042969 Penalty: 620.720764
	Iteration 25Q: 3 clusters Score -46926.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -46926.042969 Penalty: 620.720764
	Iteration 26F: 3 clusters Score -46926.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -170791.406250 Penalty: 363.801788
	Iteration 0F: 2 clusters Score -170791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -168700.015625 Penalty: 727.603577
	Iteration 0F: 3 clusters Score -168700 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169561.671875 Penalty: 727.603577
	Iteration 1F: 3 clusters Score -169561.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -169660.562500 Penalty: 727.603577
	Iteration 2F: 3 clusters Score -169660.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -169736.375000 Penalty: 727.603577
	Iteration 3Q: 3 clusters Score -169736.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -169806.968750 Penalty: 727.603577
	Iteration 4Q: 3 clusters Score -169807 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -169867.531250 Penalty: 727.603577
	Iteration 5Q: 3 clusters Score -169867.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -169928.343750 Penalty: 727.603577
	Iteration 6Q: 3 clusters Score -169928.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -169999.390625 Penalty: 727.603577
	Iteration 7Q: 3 clusters Score -169999.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -170052.906250 Penalty: 727.603577
	Iteration 8Q: 3 clusters Score -170052.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -170097.890625 Penalty: 727.603577
	Iteration 9Q: 3 clusters Score -170097.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -170127.484375 Penalty: 727.603577
	Iteration 10Q: 3 clusters Score -170127.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -170149.281250 Penalty: 727.603577
	Iteration 11Q: 3 clusters Score -170149.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -170166.281250 Penalty: 727.603577
	Iteration 12Q: 3 clusters Score -170166.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -170189.781250 Penalty: 727.603577
	Iteration 13Q: 3 clusters Score -170189.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -170202.421875 Penalty: 727.603577
	Iteration 14Q: 3 clusters Score -170202.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -170214.031250 Penalty: 727.603577
	Iteration 15Q: 3 clusters Score -170214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -170225.000000 Penalty: 727.603577
	Iteration 16Q: 3 clusters Score -170225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -170232.703125 Penalty: 727.603577
	Iteration 17Q: 3 clusters Score -170232.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -170238.765625 Penalty: 727.603577
	Iteration 18Q: 3 clusters Score -170238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -170243.187500 Penalty: 727.603577
	Iteration 19Q: 3 clusters Score -170243.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -170245.078125 Penalty: 727.603577
	Iteration 20F: 3 clusters Score -170245.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -170248.453125 Penalty: 727.603577
	Iteration 21Q: 3 clusters Score -170248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -170253.390625 Penalty: 727.603577
	Iteration 22Q: 3 clusters Score -170253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -170256.671875 Penalty: 727.603577
	Iteration 23Q: 3 clusters Score -170256.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -170258.671875 Penalty: 727.603577
	Iteration 24Q: 3 clusters Score -170258.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -170260.562500 Penalty: 727.603577
	Iteration 25Q: 3 clusters Score -170260.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -170261.796875 Penalty: 727.603577
	Iteration 26Q: 3 clusters Score -170261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -170263.156250 Penalty: 727.603577
	Iteration 27Q: 3 clusters Score -170263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -170264.625000 Penalty: 727.603577
	Iteration 28Q: 3 clusters Score -170264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -170265.234375 Penalty: 727.603577
	Iteration 29Q: 3 clusters Score -170265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -170266.187500 Penalty: 727.603577
	Iteration 30Q: 3 clusters Score -170266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -170267.125000 Penalty: 727.603577
	Iteration 31Q: 3 clusters Score -170267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -170268.281250 Penalty: 727.603577
	Iteration 32Q: 3 clusters Score -170268.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -170268.828125 Penalty: 727.603577
	Iteration 33Q: 3 clusters Score -170268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -170269.703125 Penalty: 727.603577
	Iteration 34Q: 3 clusters Score -170269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -170270.250000 Penalty: 727.603577
	Iteration 35Q: 3 clusters Score -170270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -170271.250000 Penalty: 727.603577
	Iteration 36Q: 3 clusters Score -170271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -170272.750000 Penalty: 727.603577
	Iteration 37Q: 3 clusters Score -170272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -170275.609375 Penalty: 727.603577
	Iteration 38Q: 3 clusters Score -170275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -170278.906250 Penalty: 727.603577
	Iteration 39Q: 3 clusters Score -170278.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -170284.031250 Penalty: 727.603577
	Iteration 40F: 3 clusters Score -170284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -170287.906250 Penalty: 727.603577
	Iteration 41Q: 3 clusters Score -170287.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -170290.453125 Penalty: 727.603577
	Iteration 42Q: 3 clusters Score -170290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -170292.062500 Penalty: 727.603577
	Iteration 43Q: 3 clusters Score -170292.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -170292.703125 Penalty: 727.603577
	Iteration 44Q: 3 clusters Score -170292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -170293.000000 Penalty: 727.603577
	Iteration 45Q: 3 clusters Score -170293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -170293.468750 Penalty: 727.603577
	Iteration 46Q: 3 clusters Score -170293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -170293.578125 Penalty: 727.603577
	Iteration 47Q: 3 clusters Score -170293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -170294.343750 Penalty: 727.603577
	Iteration 48Q: 3 clusters Score -170294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -170295.421875 Penalty: 727.603577
	Iteration 49Q: 3 clusters Score -170295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -170296.593750 Penalty: 727.603577
	Iteration 50Q: 3 clusters Score -170296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -170297.312500 Penalty: 727.603577
	Iteration 51Q: 3 clusters Score -170297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -170297.328125 Penalty: 727.603577
	Iteration 52Q: 3 clusters Score -170297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -170297.343750 Penalty: 727.603577
	Iteration 53Q: 3 clusters Score -170297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -170297.343750 Penalty: 727.603577
	Iteration 54F: 3 clusters Score -170297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (73321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Entering Unmasked Estep 
Score: -4675325.000000 Penalty: 509.718414
	Iteration 0F: 2 clusters Score -4675325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4626576.500000 Penalty: 1019.436829
	Iteration 0F: 3 clusters Score -4626576 nChanged 35571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4648620.000000 Penalty: 1019.436829
	Iteration 1F: 3 clusters Score -4648620 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4650901.000000 Penalty: 1019.436829
	Iteration 2F: 3 clusters Score -4650901 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4655080.000000 Penalty: 1019.436829
	Iteration 3F: 3 clusters Score -4655080 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4660629.000000 Penalty: 1019.436829
	Iteration 4F: 3 clusters Score -4660629 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4664579.500000 Penalty: 1019.436829
	Iteration 5F: 3 clusters Score -4664580 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4666617.000000 Penalty: 1019.436829
	Iteration 6Q: 3 clusters Score -4666617 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4668192.000000 Penalty: 1019.436829
	Iteration 7Q: 3 clusters Score -4668192 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4669660.500000 Penalty: 1019.436829
	Iteration 8Q: 3 clusters Score -4669660 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4671010.000000 Penalty: 1019.436829
	Iteration 9Q: 3 clusters Score -4671010 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4672022.500000 Penalty: 1019.436829
	Iteration 10Q: 3 clusters Score -4672022 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4672657.500000 Penalty: 1019.436829
	Iteration 11Q: 3 clusters Score -4672658 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4673020.500000 Penalty: 1019.436829
	Iteration 12Q: 3 clusters Score -4673020 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4673255.000000 Penalty: 1019.436829
	Iteration 13Q: 3 clusters Score -4673255 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4673381.500000 Penalty: 1019.436829
	Iteration 14Q: 3 clusters Score -4673382 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4673428.000000 Penalty: 1019.436829
	Iteration 15Q: 3 clusters Score -4673428 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4673489.500000 Penalty: 1019.436829
	Iteration 16Q: 3 clusters Score -4673490 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4673516.500000 Penalty: 1019.436829
	Iteration 17Q: 3 clusters Score -4673516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4673525.000000 Penalty: 1019.436829
	Iteration 18Q: 3 clusters Score -4673525 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4673529.500000 Penalty: 1019.436829
	Iteration 19Q: 3 clusters Score -4673530 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4673534.500000 Penalty: 1019.436829
	Iteration 20F: 3 clusters Score -4673534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4673549.000000 Penalty: 1019.436829
	Iteration 21Q: 3 clusters Score -4673549 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4673539.500000 Penalty: 1019.436829
	Iteration 22Q: 3 clusters Score -4673540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4673533.000000 Penalty: 1019.436829
	Iteration 23Q: 3 clusters Score -4673533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4673543.500000 Penalty: 1019.436829
	Iteration 24Q: 3 clusters Score -4673544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4673540.500000 Penalty: 1019.436829
	Iteration 25Q: 3 clusters Score -4673540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4673557.000000 Penalty: 1019.436829
	Iteration 26Q: 3 clusters Score -4673557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4673556.000000 Penalty: 1019.436829
	Iteration 27Q: 3 clusters Score -4673556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4673569.000000 Penalty: 1019.436829
	Iteration 28Q: 3 clusters Score -4673569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4673575.500000 Penalty: 1019.436829
	Iteration 29Q: 3 clusters Score -4673576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4673579.500000 Penalty: 1019.436829
	Iteration 30Q: 3 clusters Score -4673580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4673584.000000 Penalty: 1019.436829
	Iteration 31Q: 3 clusters Score -4673584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4673577.500000 Penalty: 1019.436829
	Iteration 32Q: 3 clusters Score -4673578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4673582.500000 Penalty: 1019.436829
	Iteration 33Q: 3 clusters Score -4673582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -4673574.500000 Penalty: 1019.436829
	Iteration 34Q: 3 clusters Score -4673574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4673572.000000 Penalty: 1019.436829
	Iteration 35Q: 3 clusters Score -4673572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4673570.000000 Penalty: 1019.436829
	Iteration 36Q: 3 clusters Score -4673570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4673558.500000 Penalty: 1019.436829
	Iteration 37Q: 3 clusters Score -4673558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4673558.500000 Penalty: 1019.436829
	Iteration 38Q: 3 clusters Score -4673558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4673564.500000 Penalty: 1019.436829
	Iteration 39Q: 3 clusters Score -4673564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4673555.500000 Penalty: 1019.436829
	Iteration 40F: 3 clusters Score -4673556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4673557.500000 Penalty: 1019.436829
	Iteration 41Q: 3 clusters Score -4673558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4673563.500000 Penalty: 1019.436829
	Iteration 42Q: 3 clusters Score -4673564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4673562.000000 Penalty: 1019.436829
	Iteration 43Q: 3 clusters Score -4673562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4673565.500000 Penalty: 1019.436829
	Iteration 44Q: 3 clusters Score -4673566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4673566.000000 Penalty: 1019.436829
	Iteration 45Q: 3 clusters Score -4673566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4673566.500000 Penalty: 1019.436829
	Iteration 46Q: 3 clusters Score -4673566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4673563.000000 Penalty: 1019.436829
	Iteration 47Q: 3 clusters Score -4673563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4673562.000000 Penalty: 1019.436829
	Iteration 48Q: 3 clusters Score -4673562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4673560.500000 Penalty: 1019.436829
	Iteration 49Q: 3 clusters Score -4673560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4673561.500000 Penalty: 1019.436829
	Iteration 50Q: 3 clusters Score -4673562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4673556.500000 Penalty: 1019.436829
	Iteration 51Q: 3 clusters Score -4673556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -4673555.500000 Penalty: 1019.436829
	Iteration 52Q: 3 clusters Score -4673556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4673552.000000 Penalty: 1019.436829
	Iteration 53Q: 3 clusters Score -4673552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4673547.500000 Penalty: 1019.436829
	Iteration 54Q: 3 clusters Score -4673548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4673547.000000 Penalty: 1019.436829
	Iteration 55Q: 3 clusters Score -4673547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4673546.500000 Penalty: 1019.436829
	Iteration 56Q: 3 clusters Score -4673546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4673548.000000 Penalty: 1019.436829
	Iteration 57Q: 3 clusters Score -4673548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4673546.500000 Penalty: 1019.436829
	Iteration 58Q: 3 clusters Score -4673546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4673546.500000 Penalty: 1019.436829
	Iteration 59F: 3 clusters Score -4673546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Entering Unmasked Estep 
Score: -5153340.000000 Penalty: 515.211853
	Iteration 0F: 2 clusters Score -5153340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5102545.000000 Penalty: 1030.423706
	Iteration 0F: 3 clusters Score -5102545 nChanged 40291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5128347.000000 Penalty: 1030.423706
	Iteration 1F: 3 clusters Score -5128347 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5130838.000000 Penalty: 1030.423706
	Iteration 2F: 3 clusters Score -5130838 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -5134654.500000 Penalty: 1030.423706
	Iteration 3F: 3 clusters Score -5134654 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5140112.000000 Penalty: 1030.423706
	Iteration 4F: 3 clusters Score -5140112 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5146115.000000 Penalty: 1030.423706
	Iteration 5F: 3 clusters Score -5146115 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -5150493.500000 Penalty: 1030.423706
	Iteration 6F: 3 clusters Score -5150494 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -5152312.500000 Penalty: 1030.423706
	Iteration 7Q: 3 clusters Score -5152312 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -5153079.000000 Penalty: 1030.423706
	Iteration 8Q: 3 clusters Score -5153079 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5153596.500000 Penalty: 1030.423706
	Iteration 9Q: 3 clusters Score -5153596 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5154079.500000 Penalty: 1030.423706
	Iteration 10Q: 3 clusters Score -5154080 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5154447.500000 Penalty: 1030.423706
	Iteration 11Q: 3 clusters Score -5154448 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5154776.500000 Penalty: 1030.423706
	Iteration 12Q: 3 clusters Score -5154776 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5155037.500000 Penalty: 1030.423706
	Iteration 13Q: 3 clusters Score -5155038 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5155244.000000 Penalty: 1030.423706
	Iteration 14Q: 3 clusters Score -5155244 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -5155425.500000 Penalty: 1030.423706
	Iteration 15Q: 3 clusters Score -5155426 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5155586.000000 Penalty: 1030.423706
	Iteration 16Q: 3 clusters Score -5155586 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -5155684.500000 Penalty: 1030.423706
	Iteration 17Q: 3 clusters Score -5155684 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -5155785.500000 Penalty: 1030.423706
	Iteration 18Q: 3 clusters Score -5155786 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -5155893.500000 Penalty: 1030.423706
	Iteration 19Q: 3 clusters Score -5155894 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -5155951.500000 Penalty: 1030.423706
	Iteration 20F: 3 clusters Score -5155952 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5155977.500000 Penalty: 1030.423706
	Iteration 21Q: 3 clusters Score -5155978 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -5155928.500000 Penalty: 1030.423706
	Iteration 22Q: 3 clusters Score -5155928 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5155887.500000 Penalty: 1030.423706
	Iteration 23Q: 3 clusters Score -5155888 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5155814.500000 Penalty: 1030.423706
	Iteration 24Q: 3 clusters Score -5155814 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5155689.500000 Penalty: 1030.423706
	Iteration 25Q: 3 clusters Score -5155690 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5155579.500000 Penalty: 1030.423706
	Iteration 26Q: 3 clusters Score -5155580 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5155425.000000 Penalty: 1030.423706
	Iteration 27Q: 3 clusters Score -5155425 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5155271.500000 Penalty: 1030.423706
	Iteration 28Q: 3 clusters Score -5155272 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5155165.500000 Penalty: 1030.423706
	Iteration 29Q: 3 clusters Score -5155166 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5155043.500000 Penalty: 1030.423706
	Iteration 30Q: 3 clusters Score -5155044 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5154915.500000 Penalty: 1030.423706
	Iteration 31Q: 3 clusters Score -5154916 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5154767.500000 Penalty: 1030.423706
	Iteration 32Q: 3 clusters Score -5154768 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5154666.500000 Penalty: 1030.423706
	Iteration 33Q: 3 clusters Score -5154666 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5154555.000000 Penalty: 1030.423706
	Iteration 34Q: 3 clusters Score -5154555 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5154461.000000 Penalty: 1030.423706
	Iteration 35Q: 3 clusters Score -5154461 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5154324.500000 Penalty: 1030.423706
	Iteration 36Q: 3 clusters Score -5154324 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5154184.000000 Penalty: 1030.423706
	Iteration 37Q: 3 clusters Score -5154184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5154112.000000 Penalty: 1030.423706
	Iteration 38Q: 3 clusters Score -5154112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5153995.500000 Penalty: 1030.423706
	Iteration 39Q: 3 clusters Score -5153996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5153931.500000 Penalty: 1030.423706
	Iteration 40F: 3 clusters Score -5153932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5153884.500000 Penalty: 1030.423706
	Iteration 41Q: 3 clusters Score -5153884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5153819.000000 Penalty: 1030.423706
	Iteration 42Q: 3 clusters Score -5153819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5153757.000000 Penalty: 1030.423706
	Iteration 43Q: 3 clusters Score -5153757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5153753.500000 Penalty: 1030.423706
	Iteration 44Q: 3 clusters Score -5153754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5153757.000000 Penalty: 1030.423706
	Iteration 45Q: 3 clusters Score -5153757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5153763.500000 Penalty: 1030.423706
	Iteration 46Q: 3 clusters Score -5153764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5153755.500000 Penalty: 1030.423706
	Iteration 47Q: 3 clusters Score -5153756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5153759.500000 Penalty: 1030.423706
	Iteration 48Q: 3 clusters Score -5153760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5153752.000000 Penalty: 1030.423706
	Iteration 49Q: 3 clusters Score -5153752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5153747.000000 Penalty: 1030.423706
	Iteration 50Q: 3 clusters Score -5153747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5153743.000000 Penalty: 1030.423706
	Iteration 51Q: 3 clusters Score -5153743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5153736.000000 Penalty: 1030.423706
	Iteration 52Q: 3 clusters Score -5153736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5153729.500000 Penalty: 1030.423706
	Iteration 53Q: 3 clusters Score -5153730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5153726.500000 Penalty: 1030.423706
	Iteration 54Q: 3 clusters Score -5153726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5153715.500000 Penalty: 1030.423706
	Iteration 55Q: 3 clusters Score -5153716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5153704.000000 Penalty: 1030.423706
	Iteration 56Q: 3 clusters Score -5153704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5153691.500000 Penalty: 1030.423706
	Iteration 57Q: 3 clusters Score -5153692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5153675.000000 Penalty: 1030.423706
	Iteration 58Q: 3 clusters Score -5153675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5153667.000000 Penalty: 1030.423706
	Iteration 59Q: 3 clusters Score -5153667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5153667.000000 Penalty: 1030.423706
	Iteration 60F: 3 clusters Score -5153667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5153661.000000 Penalty: 1030.423706
	Iteration 61Q: 3 clusters Score -5153661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5153651.500000 Penalty: 1030.423706
	Iteration 62Q: 3 clusters Score -5153652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5153649.000000 Penalty: 1030.423706
	Iteration 63Q: 3 clusters Score -5153649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5153642.000000 Penalty: 1030.423706
	Iteration 64Q: 3 clusters Score -5153642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5153634.000000 Penalty: 1030.423706
	Iteration 65Q: 3 clusters Score -5153634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5153639.500000 Penalty: 1030.423706
	Iteration 66Q: 3 clusters Score -5153640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5153636.500000 Penalty: 1030.423706
	Iteration 67Q: 3 clusters Score -5153636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5153636.500000 Penalty: 1030.423706
	Iteration 68F: 3 clusters Score -5153636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80097 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 43013 members 
Mstep: Class 7 contains 39987 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 73645 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 14644 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 23849 members 
Mstep: Class 24 contains 39026 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 73321 members 
Mstep: Class 29 contains 82236 members 
Mstep: Class 30 contains 22220 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 593 members 
Mstep: Class 35 contains 12670 members 
Mstep: Class 36 contains 494 members 
Entering Unmasked Estep 
Score: -42246692.000000 Penalty: 22037.906250
Splitting cluster 29 changes total score from -42245244.000000 to -42246692.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (22220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Entering Unmasked Estep 
Score: -1448006.875000 Penalty: 455.398041
	Iteration 0F: 2 clusters Score -1448007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1433160.875000 Penalty: 910.796082
	Iteration 0F: 3 clusters Score -1433161 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1439549.250000 Penalty: 910.796082
	Iteration 1F: 3 clusters Score -1439549 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1440182.500000 Penalty: 910.796082
	Iteration 2F: 3 clusters Score -1440182 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1441119.500000 Penalty: 910.796082
	Iteration 3F: 3 clusters Score -1441120 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1442243.125000 Penalty: 910.796082
	Iteration 4F: 3 clusters Score -1442243 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1443299.500000 Penalty: 910.796082
	Iteration 5F: 3 clusters Score -1443300 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1444121.875000 Penalty: 910.796082
	Iteration 6F: 3 clusters Score -1444122 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1444687.625000 Penalty: 910.796082
	Iteration 7Q: 3 clusters Score -1444688 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1445099.125000 Penalty: 910.796082
	Iteration 8Q: 3 clusters Score -1445099 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1445402.375000 Penalty: 910.796082
	Iteration 9Q: 3 clusters Score -1445402 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1445707.125000 Penalty: 910.796082
	Iteration 10Q: 3 clusters Score -1445707 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1446062.500000 Penalty: 910.796082
	Iteration 11Q: 3 clusters Score -1446062 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1446476.500000 Penalty: 910.796082
	Iteration 12Q: 3 clusters Score -1446476 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1446841.125000 Penalty: 910.796082
	Iteration 13Q: 3 clusters Score -1446841 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1447154.500000 Penalty: 910.796082
	Iteration 14Q: 3 clusters Score -1447154 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1447378.875000 Penalty: 910.796082
	Iteration 15Q: 3 clusters Score -1447379 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1447541.875000 Penalty: 910.796082
	Iteration 16Q: 3 clusters Score -1447542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1447642.500000 Penalty: 910.796082
	Iteration 17Q: 3 clusters Score -1447642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1447694.250000 Penalty: 910.796082
	Iteration 18Q: 3 clusters Score -1447694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1447748.375000 Penalty: 910.796082
	Iteration 19Q: 3 clusters Score -1447748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1447793.375000 Penalty: 910.796082
	Iteration 20F: 3 clusters Score -1447793 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1447823.250000 Penalty: 910.796082
	Iteration 21Q: 3 clusters Score -1447823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1447853.875000 Penalty: 910.796082
	Iteration 22Q: 3 clusters Score -1447854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1447877.250000 Penalty: 910.796082
	Iteration 23Q: 3 clusters Score -1447877 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1447896.375000 Penalty: 910.796082
	Iteration 24Q: 3 clusters Score -1447896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1447913.375000 Penalty: 910.796082
	Iteration 25Q: 3 clusters Score -1447913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1447928.375000 Penalty: 910.796082
	Iteration 26Q: 3 clusters Score -1447928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1447940.125000 Penalty: 910.796082
	Iteration 27Q: 3 clusters Score -1447940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1447951.750000 Penalty: 910.796082
	Iteration 28Q: 3 clusters Score -1447952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1447962.750000 Penalty: 910.796082
	Iteration 29Q: 3 clusters Score -1447963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1447969.000000 Penalty: 910.796082
	Iteration 30Q: 3 clusters Score -1447969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1447974.000000 Penalty: 910.796082
	Iteration 31Q: 3 clusters Score -1447974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1447992.500000 Penalty: 910.796082
	Iteration 32Q: 3 clusters Score -1447992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1447997.500000 Penalty: 910.796082
	Iteration 33Q: 3 clusters Score -1447998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1448007.250000 Penalty: 910.796082
	Iteration 34Q: 3 clusters Score -1448007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1448020.500000 Penalty: 910.796082
	Iteration 35Q: 3 clusters Score -1448020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1448025.125000 Penalty: 910.796082
	Iteration 36Q: 3 clusters Score -1448025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1448032.000000 Penalty: 910.796082
	Iteration 37Q: 3 clusters Score -1448032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1448038.250000 Penalty: 910.796082
	Iteration 38Q: 3 clusters Score -1448038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1448047.875000 Penalty: 910.796082
	Iteration 39Q: 3 clusters Score -1448048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1448051.625000 Penalty: 910.796082
	Iteration 40F: 3 clusters Score -1448052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1448058.125000 Penalty: 910.796082
	Iteration 41Q: 3 clusters Score -1448058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1448064.125000 Penalty: 910.796082
	Iteration 42Q: 3 clusters Score -1448064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1448072.875000 Penalty: 910.796082
	Iteration 43Q: 3 clusters Score -1448073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1448085.500000 Penalty: 910.796082
	Iteration 44Q: 3 clusters Score -1448086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1448096.625000 Penalty: 910.796082
	Iteration 45Q: 3 clusters Score -1448097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1448101.625000 Penalty: 910.796082
	Iteration 46Q: 3 clusters Score -1448102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1448110.500000 Penalty: 910.796082
	Iteration 47Q: 3 clusters Score -1448110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1448115.375000 Penalty: 910.796082
	Iteration 48Q: 3 clusters Score -1448115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1448118.875000 Penalty: 910.796082
	Iteration 49Q: 3 clusters Score -1448119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1448122.250000 Penalty: 910.796082
	Iteration 50Q: 3 clusters Score -1448122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1448119.875000 Penalty: 910.796082
	Iteration 51Q: 3 clusters Score -1448120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1448124.625000 Penalty: 910.796082
	Iteration 52Q: 3 clusters Score -1448125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1448129.875000 Penalty: 910.796082
	Iteration 53Q: 3 clusters Score -1448130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1448130.500000 Penalty: 910.796082
	Iteration 54Q: 3 clusters Score -1448130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1448131.875000 Penalty: 910.796082
	Iteration 55Q: 3 clusters Score -1448132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1448130.875000 Penalty: 910.796082
	Iteration 56Q: 3 clusters Score -1448131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1448129.250000 Penalty: 910.796082
	Iteration 57Q: 3 clusters Score -1448129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1448129.875000 Penalty: 910.796082
	Iteration 58Q: 3 clusters Score -1448130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1448130.125000 Penalty: 910.796082
	Iteration 59Q: 3 clusters Score -1448130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1448130.500000 Penalty: 910.796082
	Iteration 60F: 3 clusters Score -1448130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1448130.750000 Penalty: 910.796082
	Iteration 61Q: 3 clusters Score -1448131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1448130.250000 Penalty: 910.796082
	Iteration 62Q: 3 clusters Score -1448130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1448131.250000 Penalty: 910.796082
	Iteration 63Q: 3 clusters Score -1448131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1448131.250000 Penalty: 910.796082
	Iteration 64F: 3 clusters Score -1448131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80097 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 43013 members 
Mstep: Class 7 contains 39987 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 73645 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 14644 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 23849 members 
Mstep: Class 24 contains 39026 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 73321 members 
Mstep: Class 29 contains 82236 members 
Mstep: Class 30 contains 20242 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 593 members 
Mstep: Class 35 contains 12670 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 1978 members 
Entering Unmasked Estep 
Score: -42246532.000000 Penalty: 22650.070312
Splitting cluster 30 changes total score from -42245244.000000 to -42246532.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (28968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Entering Unmasked Estep 
Score: -1822690.500000 Penalty: 467.464569
	Iteration 0F: 2 clusters Score -1822690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1803356.000000 Penalty: 934.929138
	Iteration 0F: 3 clusters Score -1803356 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1811874.000000 Penalty: 934.929138
	Iteration 1F: 3 clusters Score -1811874 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1812715.625000 Penalty: 934.929138
	Iteration 2F: 3 clusters Score -1812716 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1813865.375000 Penalty: 934.929138
	Iteration 3F: 3 clusters Score -1813865 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1815584.500000 Penalty: 934.929138
	Iteration 4F: 3 clusters Score -1815584 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1817597.375000 Penalty: 934.929138
	Iteration 5F: 3 clusters Score -1817597 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1819309.500000 Penalty: 934.929138
	Iteration 6F: 3 clusters Score -1819310 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1820391.000000 Penalty: 934.929138
	Iteration 7Q: 3 clusters Score -1820391 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1820943.000000 Penalty: 934.929138
	Iteration 8Q: 3 clusters Score -1820943 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1821284.125000 Penalty: 934.929138
	Iteration 9Q: 3 clusters Score -1821284 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1821524.375000 Penalty: 934.929138
	Iteration 10Q: 3 clusters Score -1821524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1821720.750000 Penalty: 934.929138
	Iteration 11Q: 3 clusters Score -1821721 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1821870.875000 Penalty: 934.929138
	Iteration 12Q: 3 clusters Score -1821871 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1821986.625000 Penalty: 934.929138
	Iteration 13Q: 3 clusters Score -1821987 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1822052.000000 Penalty: 934.929138
	Iteration 14Q: 3 clusters Score -1822052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1822109.625000 Penalty: 934.929138
	Iteration 15Q: 3 clusters Score -1822110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1822145.250000 Penalty: 934.929138
	Iteration 16Q: 3 clusters Score -1822145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1822165.500000 Penalty: 934.929138
	Iteration 17Q: 3 clusters Score -1822166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1822197.750000 Penalty: 934.929138
	Iteration 18Q: 3 clusters Score -1822198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1822224.625000 Penalty: 934.929138
	Iteration 19Q: 3 clusters Score -1822225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1822239.375000 Penalty: 934.929138
	Iteration 20F: 3 clusters Score -1822239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1822248.875000 Penalty: 934.929138
	Iteration 21Q: 3 clusters Score -1822249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1822252.875000 Penalty: 934.929138
	Iteration 22Q: 3 clusters Score -1822253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1822255.125000 Penalty: 934.929138
	Iteration 23Q: 3 clusters Score -1822255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1822262.000000 Penalty: 934.929138
	Iteration 24Q: 3 clusters Score -1822262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1822264.500000 Penalty: 934.929138
	Iteration 25Q: 3 clusters Score -1822264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1822269.375000 Penalty: 934.929138
	Iteration 26Q: 3 clusters Score -1822269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1822272.250000 Penalty: 934.929138
	Iteration 27Q: 3 clusters Score -1822272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1822275.500000 Penalty: 934.929138
	Iteration 28Q: 3 clusters Score -1822276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1822277.875000 Penalty: 934.929138
	Iteration 29Q: 3 clusters Score -1822278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1822276.750000 Penalty: 934.929138
	Iteration 30Q: 3 clusters Score -1822277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1822277.250000 Penalty: 934.929138
	Iteration 31Q: 3 clusters Score -1822277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1822278.125000 Penalty: 934.929138
	Iteration 32Q: 3 clusters Score -1822278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1822278.125000 Penalty: 934.929138
	Iteration 33F: 3 clusters Score -1822278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Entering Unmasked Estep 
Score: -587815.187500 Penalty: 418.174500
	Iteration 0F: 2 clusters Score -587815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -581414.375000 Penalty: 836.348999
	Iteration 0F: 3 clusters Score -581414.4 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -584145.187500 Penalty: 836.348999
	Iteration 1F: 3 clusters Score -584145.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -584526.875000 Penalty: 836.348999
	Iteration 2F: 3 clusters Score -584526.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -585082.875000 Penalty: 836.348999
	Iteration 3F: 3 clusters Score -585082.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -585737.062500 Penalty: 836.348999
	Iteration 4F: 3 clusters Score -585737.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -586223.437500 Penalty: 836.348999
	Iteration 5F: 3 clusters Score -586223.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -586504.125000 Penalty: 836.348999
	Iteration 6Q: 3 clusters Score -586504.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -586713.875000 Penalty: 836.348999
	Iteration 7Q: 3 clusters Score -586713.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -586889.187500 Penalty: 836.348999
	Iteration 8Q: 3 clusters Score -586889.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -587036.187500 Penalty: 836.348999
	Iteration 9Q: 3 clusters Score -587036.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -587176.625000 Penalty: 836.348999
	Iteration 10Q: 3 clusters Score -587176.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -587274.625000 Penalty: 836.348999
	Iteration 11Q: 3 clusters Score -587274.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -587350.187500 Penalty: 836.348999
	Iteration 12Q: 3 clusters Score -587350.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -587415.187500 Penalty: 836.348999
	Iteration 13Q: 3 clusters Score -587415.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -587460.437500 Penalty: 836.348999
	Iteration 14Q: 3 clusters Score -587460.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -587485.250000 Penalty: 836.348999
	Iteration 15Q: 3 clusters Score -587485.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -587504.375000 Penalty: 836.348999
	Iteration 16Q: 3 clusters Score -587504.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -587519.812500 Penalty: 836.348999
	Iteration 17Q: 3 clusters Score -587519.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -587530.812500 Penalty: 836.348999
	Iteration 18Q: 3 clusters Score -587530.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -587539.437500 Penalty: 836.348999
	Iteration 19Q: 3 clusters Score -587539.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -587544.437500 Penalty: 836.348999
	Iteration 20F: 3 clusters Score -587544.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -587549.000000 Penalty: 836.348999
	Iteration 21Q: 3 clusters Score -587549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -587553.750000 Penalty: 836.348999
	Iteration 22Q: 3 clusters Score -587553.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -587555.875000 Penalty: 836.348999
	Iteration 23Q: 3 clusters Score -587555.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -587558.312500 Penalty: 836.348999
	Iteration 24Q: 3 clusters Score -587558.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -587561.875000 Penalty: 836.348999
	Iteration 25Q: 3 clusters Score -587561.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -587564.625000 Penalty: 836.348999
	Iteration 26Q: 3 clusters Score -587564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -587565.562500 Penalty: 836.348999
	Iteration 27Q: 3 clusters Score -587565.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -587566.125000 Penalty: 836.348999
	Iteration 28Q: 3 clusters Score -587566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -587566.500000 Penalty: 836.348999
	Iteration 29Q: 3 clusters Score -587566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -587566.187500 Penalty: 836.348999
	Iteration 30Q: 3 clusters Score -587566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -587566.125000 Penalty: 836.348999
	Iteration 31Q: 3 clusters Score -587566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -587567.250000 Penalty: 836.348999
	Iteration 32Q: 3 clusters Score -587567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -587568.500000 Penalty: 836.348999
	Iteration 33Q: 3 clusters Score -587568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -587568.812500 Penalty: 836.348999
	Iteration 34Q: 3 clusters Score -587568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -587568.375000 Penalty: 836.348999
	Iteration 35Q: 3 clusters Score -587568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -587569.562500 Penalty: 836.348999
	Iteration 36Q: 3 clusters Score -587569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -587570.875000 Penalty: 836.348999
	Iteration 37Q: 3 clusters Score -587570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -587571.437500 Penalty: 836.348999
	Iteration 38Q: 3 clusters Score -587571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -587571.687500 Penalty: 836.348999
	Iteration 39Q: 3 clusters Score -587571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -587572.062500 Penalty: 836.348999
	Iteration 40F: 3 clusters Score -587572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -587572.375000 Penalty: 836.348999
	Iteration 41Q: 3 clusters Score -587572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -587571.437500 Penalty: 836.348999
	Iteration 42Q: 3 clusters Score -587571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -587571.437500 Penalty: 836.348999
	Iteration 43F: 3 clusters Score -587571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -192001.937500 Penalty: 367.509735
	Iteration 0F: 2 clusters Score -192001.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -189731.671875 Penalty: 735.019470
	Iteration 0F: 3 clusters Score -189731.7 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -190515.187500 Penalty: 735.019470
	Iteration 1F: 3 clusters Score -190515.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190621.640625 Penalty: 735.019470
	Iteration 2F: 3 clusters Score -190621.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -190748.781250 Penalty: 735.019470
	Iteration 3F: 3 clusters Score -190748.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -190885.968750 Penalty: 735.019470
	Iteration 4F: 3 clusters Score -190886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191052.578125 Penalty: 735.019470
	Iteration 5F: 3 clusters Score -191052.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191205.359375 Penalty: 735.019470
	Iteration 6F: 3 clusters Score -191205.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -191354.171875 Penalty: 735.019470
	Iteration 7F: 3 clusters Score -191354.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -191504.640625 Penalty: 735.019470
	Iteration 8F: 3 clusters Score -191504.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -191605.734375 Penalty: 735.019470
	Iteration 9Q: 3 clusters Score -191605.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -191651.781250 Penalty: 735.019470
	Iteration 10Q: 3 clusters Score -191651.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -191694.750000 Penalty: 735.019470
	Iteration 11Q: 3 clusters Score -191694.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -191741.437500 Penalty: 735.019470
	Iteration 12Q: 3 clusters Score -191741.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -191785.968750 Penalty: 735.019470
	Iteration 13Q: 3 clusters Score -191786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -191803.718750 Penalty: 735.019470
	Iteration 14Q: 3 clusters Score -191803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -191811.281250 Penalty: 735.019470
	Iteration 15Q: 3 clusters Score -191811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -191816.140625 Penalty: 735.019470
	Iteration 16Q: 3 clusters Score -191816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -191819.609375 Penalty: 735.019470
	Iteration 17Q: 3 clusters Score -191819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -191821.828125 Penalty: 735.019470
	Iteration 18Q: 3 clusters Score -191821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -191822.906250 Penalty: 735.019470
	Iteration 19Q: 3 clusters Score -191822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -191824.593750 Penalty: 735.019470
	Iteration 20F: 3 clusters Score -191824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -191829.109375 Penalty: 735.019470
	Iteration 21Q: 3 clusters Score -191829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -191832.046875 Penalty: 735.019470
	Iteration 22Q: 3 clusters Score -191832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -191835.906250 Penalty: 735.019470
	Iteration 23Q: 3 clusters Score -191835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -191837.937500 Penalty: 735.019470
	Iteration 24Q: 3 clusters Score -191837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -191838.843750 Penalty: 735.019470
	Iteration 25Q: 3 clusters Score -191838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -191841.031250 Penalty: 735.019470
	Iteration 26Q: 3 clusters Score -191841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -191842.265625 Penalty: 735.019470
	Iteration 27Q: 3 clusters Score -191842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -191843.281250 Penalty: 735.019470
	Iteration 28Q: 3 clusters Score -191843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -191844.843750 Penalty: 735.019470
	Iteration 29Q: 3 clusters Score -191844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -191847.406250 Penalty: 735.019470
	Iteration 30Q: 3 clusters Score -191847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -191848.718750 Penalty: 735.019470
	Iteration 31Q: 3 clusters Score -191848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -191848.843750 Penalty: 735.019470
	Iteration 32Q: 3 clusters Score -191848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -191849.234375 Penalty: 735.019470
	Iteration 33Q: 3 clusters Score -191849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -191849.703125 Penalty: 735.019470
	Iteration 34Q: 3 clusters Score -191849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -191849.703125 Penalty: 735.019470
	Iteration 35F: 3 clusters Score -191849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -30623.369141 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -30623.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30085.869141 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -30085.87 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30279.177734 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -30279.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30322.865234 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -30322.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30352.607422 Penalty: 581.052673
	Iteration 3Q: 3 clusters Score -30352.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30375.515625 Penalty: 581.052673
	Iteration 4Q: 3 clusters Score -30375.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30391.333984 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -30391.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30409.826172 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -30409.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30414.041016 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -30414.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30415.429688 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -30415.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30416.732422 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -30416.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30421.353516 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -30421.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30422.687500 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -30422.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30424.500000 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -30424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30425.271484 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -30425.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30426.757812 Penalty: 581.052673
	Iteration 14Q: 3 clusters Score -30426.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30428.515625 Penalty: 581.052673
	Iteration 15Q: 3 clusters Score -30428.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30428.642578 Penalty: 581.052673
	Iteration 16Q: 3 clusters Score -30428.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30428.642578 Penalty: 581.052673
	Iteration 17F: 3 clusters Score -30428.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80097 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 43013 members 
Mstep: Class 7 contains 39987 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 73645 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 14644 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 23849 members 
Mstep: Class 24 contains 39026 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 73321 members 
Mstep: Class 29 contains 82236 members 
Mstep: Class 30 contains 20242 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247416.000000 Penalty: 22650.070312
Iteration 319Q: 38 clusters Score -4.224742e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79694 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26767 members 
Mstep: Class 6 contains 43175 members 
Mstep: Class 7 contains 39990 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 3495 members 
Mstep: Class 10 contains 6299 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 74681 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 15 contains 42849 members 
Mstep: Class 16 contains 14672 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 2077 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1813 members 
Mstep: Class 23 contains 24064 members 
Mstep: Class 24 contains 38968 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 73097 members 
Mstep: Class 29 contains 82084 members 
Mstep: Class 30 contains 19777 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 9799 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 608 members 
Mstep: Class 35 contains 12461 members 
Mstep: Class 36 contains 493 members 
Mstep: Class 37 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248656.000000 Penalty: 22650.070312
Iteration 320F: 38 clusters Score -4.224866e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79136 members 
Mstep: Class 3 contains 1060 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26780 members 
Mstep: Class 6 contains 43343 members 
Mstep: Class 7 contains 39968 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 75559 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 15 contains 42857 members 
Mstep: Class 16 contains 14620 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 23834 members 
Mstep: Class 24 contains 38882 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2915 members 
Mstep: Class 28 contains 73084 members 
Mstep: Class 29 contains 81785 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 28800 members 
Mstep: Class 32 contains 9809 members 
Mstep: Class 33 contains 3210 members 
Mstep: Class 34 contains 621 members 
Mstep: Class 35 contains 12819 members 
Mstep: Class 36 contains 556 members 
Mstep: Class 37 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249864.000000 Penalty: 22650.070312
Iteration 321Q: 38 clusters Score -4.224986e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 78494 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26777 members 
Mstep: Class 6 contains 43452 members 
Mstep: Class 7 contains 39945 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 76360 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 42433 members 
Mstep: Class 15 contains 42811 members 
Mstep: Class 16 contains 14547 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1805 members 
Mstep: Class 23 contains 23669 members 
Mstep: Class 24 contains 38809 members 
Mstep: Class 25 contains 4067 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2896 members 
Mstep: Class 28 contains 73241 members 
Mstep: Class 29 contains 81610 members 
Mstep: Class 30 contains 19192 members 
Mstep: Class 31 contains 28712 members 
Mstep: Class 32 contains 9832 members 
Mstep: Class 33 contains 3204 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 13064 members 
Mstep: Class 36 contains 587 members 
Mstep: Class 37 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250364.000000 Penalty: 22650.070312
Iteration 322Q: 38 clusters Score -4.225036e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 77932 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26772 members 
Mstep: Class 6 contains 43513 members 
Mstep: Class 7 contains 39930 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 3476 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 76959 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 42426 members 
Mstep: Class 15 contains 42804 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 23537 members 
Mstep: Class 24 contains 38731 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 73566 members 
Mstep: Class 29 contains 81470 members 
Mstep: Class 30 contains 18963 members 
Mstep: Class 31 contains 28638 members 
Mstep: Class 32 contains 9862 members 
Mstep: Class 33 contains 3197 members 
Mstep: Class 34 contains 644 members 
Mstep: Class 35 contains 13260 members 
Mstep: Class 36 contains 607 members 
Mstep: Class 37 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250884.000000 Penalty: 22650.070312
Iteration 323Q: 38 clusters Score -4.225088e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 77480 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26761 members 
Mstep: Class 6 contains 43440 members 
Mstep: Class 7 contains 39942 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 3470 members 
Mstep: Class 10 contains 6057 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 77403 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 42430 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 14403 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 23430 members 
Mstep: Class 24 contains 38647 members 
Mstep: Class 25 contains 4076 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2854 members 
Mstep: Class 28 contains 73964 members 
Mstep: Class 29 contains 81409 members 
Mstep: Class 30 contains 18760 members 
Mstep: Class 31 contains 28567 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 13435 members 
Mstep: Class 36 contains 619 members 
Mstep: Class 37 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42251368.000000 Penalty: 22650.070312
Iteration 324Q: 38 clusters Score -4.225137e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 77217 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26743 members 
Mstep: Class 6 contains 43176 members 
Mstep: Class 7 contains 39957 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 77728 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 42444 members 
Mstep: Class 15 contains 42825 members 
Mstep: Class 16 contains 14328 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 23334 members 
Mstep: Class 24 contains 38566 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 74512 members 
Mstep: Class 29 contains 81364 members 
Mstep: Class 30 contains 18553 members 
Mstep: Class 31 contains 28482 members 
Mstep: Class 32 contains 9916 members 
Mstep: Class 33 contains 3180 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 13596 members 
Mstep: Class 36 contains 634 members 
Mstep: Class 37 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42251932.000000 Penalty: 22650.070312
Iteration 325Q: 38 clusters Score -4.225193e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 77202 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26732 members 
Mstep: Class 6 contains 42819 members 
Mstep: Class 7 contains 39994 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 5945 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 77966 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 42452 members 
Mstep: Class 15 contains 42866 members 
Mstep: Class 16 contains 14272 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 23247 members 
Mstep: Class 24 contains 38466 members 
Mstep: Class 25 contains 4073 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 74971 members 
Mstep: Class 29 contains 81299 members 
Mstep: Class 30 contains 18374 members 
Mstep: Class 31 contains 28370 members 
Mstep: Class 32 contains 9947 members 
Mstep: Class 33 contains 3160 members 
Mstep: Class 34 contains 652 members 
Mstep: Class 35 contains 13751 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42252436.000000 Penalty: 22650.070312
Iteration 326Q: 38 clusters Score -4.225244e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 77389 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26707 members 
Mstep: Class 6 contains 42372 members 
Mstep: Class 7 contains 40049 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 5891 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 78173 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 42459 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 14214 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 23144 members 
Mstep: Class 24 contains 38371 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2811 members 
Mstep: Class 28 contains 75309 members 
Mstep: Class 29 contains 81225 members 
Mstep: Class 30 contains 18222 members 
Mstep: Class 31 contains 28262 members 
Mstep: Class 32 contains 9978 members 
Mstep: Class 33 contains 3143 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 13934 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42252580.000000 Penalty: 22650.070312
Iteration 327Q: 38 clusters Score -4.225258e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 77713 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26678 members 
Mstep: Class 6 contains 41913 members 
Mstep: Class 7 contains 40105 members 
Mstep: Class 8 contains 4200 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 78399 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 42452 members 
Mstep: Class 15 contains 43004 members 
Mstep: Class 16 contains 14168 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 23045 members 
Mstep: Class 24 contains 38261 members 
Mstep: Class 25 contains 4056 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 75535 members 
Mstep: Class 29 contains 81153 members 
Mstep: Class 30 contains 18077 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 10006 members 
Mstep: Class 33 contains 3126 members 
Mstep: Class 34 contains 663 members 
Mstep: Class 35 contains 14098 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42252704.000000 Penalty: 22650.070312
Iteration 328Q: 38 clusters Score -4.22527e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 78246 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26645 members 
Mstep: Class 6 contains 41388 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 78699 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 42450 members 
Mstep: Class 15 contains 43062 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 22959 members 
Mstep: Class 24 contains 38124 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 75550 members 
Mstep: Class 29 contains 81076 members 
Mstep: Class 30 contains 17978 members 
Mstep: Class 31 contains 27986 members 
Mstep: Class 32 contains 10029 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 14262 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42252984.000000 Penalty: 22650.070312
Iteration 329Q: 38 clusters Score -4.225298e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 78770 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26612 members 
Mstep: Class 6 contains 40907 members 
Mstep: Class 7 contains 40193 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 3435 members 
Mstep: Class 10 contains 5720 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 79138 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 42451 members 
Mstep: Class 15 contains 43134 members 
Mstep: Class 16 contains 14087 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 22879 members 
Mstep: Class 24 contains 37950 members 
Mstep: Class 25 contains 4053 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2787 members 
Mstep: Class 28 contains 75443 members 
Mstep: Class 29 contains 81012 members 
Mstep: Class 30 contains 17890 members 
Mstep: Class 31 contains 27856 members 
Mstep: Class 32 contains 10060 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 667 members 
Mstep: Class 35 contains 14400 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42253044.000000 Penalty: 22650.070312
Iteration 330Q: 38 clusters Score -4.225304e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 79245 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26581 members 
Mstep: Class 6 contains 40579 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 79707 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 42447 members 
Mstep: Class 15 contains 43208 members 
Mstep: Class 16 contains 14042 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1756 members 
Mstep: Class 23 contains 22804 members 
Mstep: Class 24 contains 37772 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2780 members 
Mstep: Class 28 contains 75167 members 
Mstep: Class 29 contains 80970 members 
Mstep: Class 30 contains 17788 members 
Mstep: Class 31 contains 27723 members 
Mstep: Class 32 contains 10081 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 14537 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42253316.000000 Penalty: 22650.070312
Iteration 331Q: 38 clusters Score -4.225332e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 79664 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 40315 members 
Mstep: Class 7 contains 40166 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 80369 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 42435 members 
Mstep: Class 15 contains 43284 members 
Mstep: Class 16 contains 14002 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1757 members 
Mstep: Class 23 contains 22741 members 
Mstep: Class 24 contains 37577 members 
Mstep: Class 25 contains 4069 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2770 members 
Mstep: Class 28 contains 74761 members 
Mstep: Class 29 contains 80935 members 
Mstep: Class 30 contains 17691 members 
Mstep: Class 31 contains 27604 members 
Mstep: Class 32 contains 10099 members 
Mstep: Class 33 contains 3083 members 
Mstep: Class 34 contains 672 members 
Mstep: Class 35 contains 14677 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42253140.000000 Penalty: 22650.070312
Iteration 332Q: 38 clusters Score -4.225314e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79908 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26529 members 
Mstep: Class 6 contains 40234 members 
Mstep: Class 7 contains 40152 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 81192 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 42426 members 
Mstep: Class 15 contains 43361 members 
Mstep: Class 16 contains 13951 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1758 members 
Mstep: Class 23 contains 22683 members 
Mstep: Class 24 contains 37358 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2755 members 
Mstep: Class 28 contains 74218 members 
Mstep: Class 29 contains 80852 members 
Mstep: Class 30 contains 17595 members 
Mstep: Class 31 contains 27504 members 
Mstep: Class 32 contains 10123 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 674 members 
Mstep: Class 35 contains 14831 members 
Mstep: Class 36 contains 682 members 
Mstep: Class 37 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42253300.000000 Penalty: 22650.070312
Iteration 333Q: 38 clusters Score -4.22533e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79887 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26504 members 
Mstep: Class 6 contains 40364 members 
Mstep: Class 7 contains 40133 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 3401 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 82147 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42415 members 
Mstep: Class 15 contains 43473 members 
Mstep: Class 16 contains 13891 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1761 members 
Mstep: Class 23 contains 22634 members 
Mstep: Class 24 contains 37113 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 73606 members 
Mstep: Class 29 contains 80793 members 
Mstep: Class 30 contains 17466 members 
Mstep: Class 31 contains 27410 members 
Mstep: Class 32 contains 10150 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 678 members 
Mstep: Class 35 contains 14984 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42252924.000000 Penalty: 22650.070312
Iteration 334Q: 38 clusters Score -4.225292e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79546 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26460 members 
Mstep: Class 6 contains 40621 members 
Mstep: Class 7 contains 40126 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 12 contains 83123 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 42407 members 
Mstep: Class 15 contains 43568 members 
Mstep: Class 16 contains 13835 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 22582 members 
Mstep: Class 24 contains 36886 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 73119 members 
Mstep: Class 29 contains 80766 members 
Mstep: Class 30 contains 17362 members 
Mstep: Class 31 contains 27296 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 15151 members 
Mstep: Class 36 contains 691 members 
Mstep: Class 37 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42252360.000000 Penalty: 22650.070312
Iteration 335Q: 38 clusters Score -4.225236e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 78964 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 40968 members 
Mstep: Class 7 contains 40125 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 12 contains 83999 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 15 contains 43648 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 22550 members 
Mstep: Class 24 contains 36658 members 
Mstep: Class 25 contains 4089 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 72789 members 
Mstep: Class 29 contains 80729 members 
Mstep: Class 30 contains 17279 members 
Mstep: Class 31 contains 27208 members 
Mstep: Class 32 contains 10193 members 
Mstep: Class 33 contains 3056 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 15344 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42251884.000000 Penalty: 22650.070312
Iteration 336Q: 38 clusters Score -4.225188e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 78381 members 
Mstep: Class 3 contains 927 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26388 members 
Mstep: Class 6 contains 41250 members 
Mstep: Class 7 contains 40107 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 5252 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 12 contains 84728 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 15 contains 43692 members 
Mstep: Class 16 contains 13753 members 
Mstep: Class 17 contains 3555 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 22517 members 
Mstep: Class 24 contains 36444 members 
Mstep: Class 25 contains 4091 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 72661 members 
Mstep: Class 29 contains 80706 members 
Mstep: Class 30 contains 17225 members 
Mstep: Class 31 contains 27105 members 
Mstep: Class 32 contains 10205 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 3407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42251484.000000 Penalty: 22650.070312
Iteration 337Q: 38 clusters Score -4.225148e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77821 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26369 members 
Mstep: Class 6 contains 41483 members 
Mstep: Class 7 contains 40091 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 85256 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 43756 members 
Mstep: Class 16 contains 13719 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1799 members 
Mstep: Class 23 contains 22468 members 
Mstep: Class 24 contains 36223 members 
Mstep: Class 25 contains 4101 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 72755 members 
Mstep: Class 29 contains 80656 members 
Mstep: Class 30 contains 17140 members 
Mstep: Class 31 contains 27011 members 
Mstep: Class 32 contains 10218 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 679 members 
Mstep: Class 35 contains 15803 members 
Mstep: Class 36 contains 701 members 
Mstep: Class 37 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42251072.000000 Penalty: 22650.070312
Iteration 338Q: 38 clusters Score -4.225107e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 77302 members 
Mstep: Class 3 contains 927 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26347 members 
Mstep: Class 6 contains 41690 members 
Mstep: Class 7 contains 40084 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 3352 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 85597 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 42421 members 
Mstep: Class 15 contains 43833 members 
Mstep: Class 16 contains 13699 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 2078 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 1811 members 
Mstep: Class 23 contains 22423 members 
Mstep: Class 24 contains 36007 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2681 members 
Mstep: Class 28 contains 73026 members 
Mstep: Class 29 contains 80591 members 
Mstep: Class 30 contains 17051 members 
Mstep: Class 31 contains 26919 members 
Mstep: Class 32 contains 10222 members 
Mstep: Class 33 contains 3043 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 16049 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250792.000000 Penalty: 22650.070312
Iteration 339Q: 38 clusters Score -4.225079e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76764 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26324 members 
Mstep: Class 6 contains 41826 members 
Mstep: Class 7 contains 40102 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 85730 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 42432 members 
Mstep: Class 15 contains 43890 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 22361 members 
Mstep: Class 24 contains 35763 members 
Mstep: Class 25 contains 4132 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2673 members 
Mstep: Class 28 contains 73537 members 
Mstep: Class 29 contains 80572 members 
Mstep: Class 30 contains 16983 members 
Mstep: Class 31 contains 26839 members 
Mstep: Class 32 contains 10233 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 683 members 
Mstep: Class 35 contains 16278 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 3415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250928.000000 Penalty: 22650.070312
Iteration 340F: 38 clusters Score -4.225093e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76467 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26300 members 
Mstep: Class 6 contains 41776 members 
Mstep: Class 7 contains 40133 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 85686 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 42449 members 
Mstep: Class 15 contains 43911 members 
Mstep: Class 16 contains 13649 members 
Mstep: Class 17 contains 3552 members 
Mstep: Class 18 contains 2082 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 22308 members 
Mstep: Class 24 contains 35526 members 
Mstep: Class 25 contains 4137 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 74175 members 
Mstep: Class 29 contains 80556 members 
Mstep: Class 30 contains 16943 members 
Mstep: Class 31 contains 26746 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 16518 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250936.000000 Penalty: 22650.070312
Iteration 341Q: 38 clusters Score -4.225094e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76481 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26273 members 
Mstep: Class 6 contains 41507 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 85532 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 42447 members 
Mstep: Class 15 contains 43921 members 
Mstep: Class 16 contains 13626 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 22246 members 
Mstep: Class 24 contains 35264 members 
Mstep: Class 25 contains 4138 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2647 members 
Mstep: Class 28 contains 74926 members 
Mstep: Class 29 contains 80539 members 
Mstep: Class 30 contains 16905 members 
Mstep: Class 31 contains 26645 members 
Mstep: Class 32 contains 10249 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 693 members 
Mstep: Class 35 contains 16737 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42251028.000000 Penalty: 22650.070312
Iteration 342Q: 38 clusters Score -4.225103e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76871 members 
Mstep: Class 3 contains 914 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26252 members 
Mstep: Class 6 contains 41057 members 
Mstep: Class 7 contains 40195 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 85374 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 42444 members 
Mstep: Class 15 contains 43941 members 
Mstep: Class 16 contains 13609 members 
Mstep: Class 17 contains 3552 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1857 members 
Mstep: Class 23 contains 22191 members 
Mstep: Class 24 contains 34990 members 
Mstep: Class 25 contains 4142 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 75512 members 
Mstep: Class 29 contains 80507 members 
Mstep: Class 30 contains 16862 members 
Mstep: Class 31 contains 26530 members 
Mstep: Class 32 contains 10254 members 
Mstep: Class 33 contains 3001 members 
Mstep: Class 34 contains 696 members 
Mstep: Class 35 contains 16960 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250880.000000 Penalty: 22650.070312
Iteration 343Q: 38 clusters Score -4.225088e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77507 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26233 members 
Mstep: Class 6 contains 40553 members 
Mstep: Class 7 contains 40200 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 85358 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 42412 members 
Mstep: Class 15 contains 43963 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1873 members 
Mstep: Class 23 contains 22125 members 
Mstep: Class 24 contains 34691 members 
Mstep: Class 25 contains 4141 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2633 members 
Mstep: Class 28 contains 75872 members 
Mstep: Class 29 contains 80448 members 
Mstep: Class 30 contains 16824 members 
Mstep: Class 31 contains 26403 members 
Mstep: Class 32 contains 10262 members 
Mstep: Class 33 contains 2991 members 
Mstep: Class 34 contains 700 members 
Mstep: Class 35 contains 17186 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250924.000000 Penalty: 22650.070312
Iteration 344Q: 38 clusters Score -4.225092e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 78405 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26228 members 
Mstep: Class 6 contains 39998 members 
Mstep: Class 7 contains 40171 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 85529 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 42386 members 
Mstep: Class 15 contains 43984 members 
Mstep: Class 16 contains 13577 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 22075 members 
Mstep: Class 24 contains 34397 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2629 members 
Mstep: Class 28 contains 75856 members 
Mstep: Class 29 contains 80377 members 
Mstep: Class 30 contains 16786 members 
Mstep: Class 31 contains 26267 members 
Mstep: Class 32 contains 10275 members 
Mstep: Class 33 contains 2986 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 17385 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250908.000000 Penalty: 22650.070312
Iteration 345Q: 38 clusters Score -4.225091e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79529 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26216 members 
Mstep: Class 6 contains 39516 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 85913 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 42358 members 
Mstep: Class 15 contains 44009 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 1908 members 
Mstep: Class 23 contains 22035 members 
Mstep: Class 24 contains 34069 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 75357 members 
Mstep: Class 29 contains 80298 members 
Mstep: Class 30 contains 16747 members 
Mstep: Class 31 contains 26126 members 
Mstep: Class 32 contains 10284 members 
Mstep: Class 33 contains 2983 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 17595 members 
Mstep: Class 36 contains 746 members 
Mstep: Class 37 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250932.000000 Penalty: 22650.070312
Iteration 346Q: 38 clusters Score -4.225093e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 80568 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 39136 members 
Mstep: Class 7 contains 40136 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 4417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 86589 members 
Mstep: Class 13 contains 1302 members 
Mstep: Class 14 contains 42353 members 
Mstep: Class 15 contains 44039 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 21995 members 
Mstep: Class 24 contains 33718 members 
Mstep: Class 25 contains 4151 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2620 members 
Mstep: Class 28 contains 74485 members 
Mstep: Class 29 contains 80211 members 
Mstep: Class 30 contains 16715 members 
Mstep: Class 31 contains 26020 members 
Mstep: Class 32 contains 10295 members 
Mstep: Class 33 contains 2979 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 17825 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42250476.000000 Penalty: 22650.070312
Iteration 347Q: 38 clusters Score -4.225048e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 81316 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26206 members 
Mstep: Class 6 contains 38988 members 
Mstep: Class 7 contains 40107 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 4339 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 87545 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 42334 members 
Mstep: Class 15 contains 44082 members 
Mstep: Class 16 contains 13537 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2131 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 21947 members 
Mstep: Class 24 contains 33404 members 
Mstep: Class 25 contains 4140 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 73345 members 
Mstep: Class 29 contains 80157 members 
Mstep: Class 30 contains 16664 members 
Mstep: Class 31 contains 25906 members 
Mstep: Class 32 contains 10300 members 
Mstep: Class 33 contains 2973 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 18080 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42249708.000000 Penalty: 22650.070312
Iteration 348Q: 38 clusters Score -4.224971e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81538 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 39128 members 
Mstep: Class 7 contains 40065 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 4264 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 88634 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 42321 members 
Mstep: Class 15 contains 44114 members 
Mstep: Class 16 contains 13527 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 1955 members 
Mstep: Class 23 contains 21896 members 
Mstep: Class 24 contains 33116 members 
Mstep: Class 25 contains 4152 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2617 members 
Mstep: Class 28 contains 72201 members 
Mstep: Class 29 contains 80133 members 
Mstep: Class 30 contains 16634 members 
Mstep: Class 31 contains 25786 members 
Mstep: Class 32 contains 10303 members 
Mstep: Class 33 contains 2972 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 18359 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42248808.000000 Penalty: 22650.070312
Iteration 349Q: 38 clusters Score -4.224881e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81751 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26212 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 40034 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 89656 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 42305 members 
Mstep: Class 15 contains 44149 members 
Mstep: Class 16 contains 13528 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 21849 members 
Mstep: Class 24 contains 32834 members 
Mstep: Class 25 contains 4159 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 71068 members 
Mstep: Class 29 contains 80140 members 
Mstep: Class 30 contains 16607 members 
Mstep: Class 31 contains 25711 members 
Mstep: Class 32 contains 10313 members 
Mstep: Class 33 contains 2969 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 18631 members 
Mstep: Class 36 contains 747 members 
Mstep: Class 37 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247832.000000 Penalty: 22650.070312
Iteration 350Q: 38 clusters Score -4.224783e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82069 members 
Mstep: Class 3 contains 915 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26217 members 
Mstep: Class 6 contains 39366 members 
Mstep: Class 7 contains 40005 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 90675 members 
Mstep: Class 13 contains 1295 members 
Mstep: Class 14 contains 42294 members 
Mstep: Class 15 contains 44162 members 
Mstep: Class 16 contains 13542 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 32518 members 
Mstep: Class 25 contains 4156 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 69906 members 
Mstep: Class 29 contains 80148 members 
Mstep: Class 30 contains 16580 members 
Mstep: Class 31 contains 25634 members 
Mstep: Class 32 contains 10318 members 
Mstep: Class 33 contains 2963 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 18918 members 
Mstep: Class 36 contains 751 members 
Mstep: Class 37 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247112.000000 Penalty: 22650.070312
Iteration 351Q: 38 clusters Score -4.224711e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82438 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26213 members 
Mstep: Class 6 contains 39421 members 
Mstep: Class 7 contains 39975 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 91818 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 42281 members 
Mstep: Class 15 contains 44181 members 
Mstep: Class 16 contains 13555 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 1976 members 
Mstep: Class 23 contains 21732 members 
Mstep: Class 24 contains 32154 members 
Mstep: Class 25 contains 4155 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 68605 members 
Mstep: Class 29 contains 80142 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 25589 members 
Mstep: Class 32 contains 10332 members 
Mstep: Class 33 contains 2962 members 
Mstep: Class 34 contains 712 members 
Mstep: Class 35 contains 19280 members 
Mstep: Class 36 contains 752 members 
Mstep: Class 37 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245628.000000 Penalty: 22650.070312
Iteration 352Q: 38 clusters Score -4.224563e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82956 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 39384 members 
Mstep: Class 7 contains 39947 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3214 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 92897 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 42276 members 
Mstep: Class 15 contains 44185 members 
Mstep: Class 16 contains 13555 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 1987 members 
Mstep: Class 23 contains 21659 members 
Mstep: Class 24 contains 31822 members 
Mstep: Class 25 contains 4175 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 67168 members 
Mstep: Class 29 contains 80165 members 
Mstep: Class 30 contains 16524 members 
Mstep: Class 31 contains 25577 members 
Mstep: Class 32 contains 10347 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 19676 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244380.000000 Penalty: 22650.070312
Iteration 353Q: 38 clusters Score -4.224438e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 83582 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 39290 members 
Mstep: Class 7 contains 39913 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 93983 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 42275 members 
Mstep: Class 15 contains 44186 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 21579 members 
Mstep: Class 24 contains 31454 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2582 members 
Mstep: Class 28 contains 65652 members 
Mstep: Class 29 contains 80224 members 
Mstep: Class 30 contains 16501 members 
Mstep: Class 31 contains 25538 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 20099 members 
Mstep: Class 36 contains 754 members 
Mstep: Class 37 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242792.000000 Penalty: 22650.070312
Iteration 354Q: 38 clusters Score -4.224279e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 84222 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 39233 members 
Mstep: Class 7 contains 39889 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 95113 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 42255 members 
Mstep: Class 15 contains 44180 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 21513 members 
Mstep: Class 24 contains 31076 members 
Mstep: Class 25 contains 4188 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2572 members 
Mstep: Class 28 contains 63966 members 
Mstep: Class 29 contains 80354 members 
Mstep: Class 30 contains 16484 members 
Mstep: Class 31 contains 25499 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 2952 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 20552 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42241284.000000 Penalty: 22650.070312
Iteration 355Q: 38 clusters Score -4.224128e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 84936 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26204 members 
Mstep: Class 6 contains 39114 members 
Mstep: Class 7 contains 39855 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 96423 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 42243 members 
Mstep: Class 15 contains 44205 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1055 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 21428 members 
Mstep: Class 24 contains 30685 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 2569 members 
Mstep: Class 28 contains 62040 members 
Mstep: Class 29 contains 80487 members 
Mstep: Class 30 contains 16464 members 
Mstep: Class 31 contains 25494 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 2948 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 20995 members 
Mstep: Class 36 contains 760 members 
Mstep: Class 37 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239424.000000 Penalty: 22650.070312
Iteration 356Q: 38 clusters Score -4.223942e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 85657 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26195 members 
Mstep: Class 6 contains 38985 members 
Mstep: Class 7 contains 39841 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 97813 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 42206 members 
Mstep: Class 15 contains 44228 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1054 members 
Mstep: Class 22 contains 2075 members 
Mstep: Class 23 contains 21350 members 
Mstep: Class 24 contains 30238 members 
Mstep: Class 25 contains 4208 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 2565 members 
Mstep: Class 28 contains 59968 members 
Mstep: Class 29 contains 80683 members 
Mstep: Class 30 contains 16463 members 
Mstep: Class 31 contains 25461 members 
Mstep: Class 32 contains 10387 members 
Mstep: Class 33 contains 2944 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 21492 members 
Mstep: Class 36 contains 762 members 
Mstep: Class 37 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237072.000000 Penalty: 22650.070312
Iteration 357Q: 38 clusters Score -4.223707e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 86330 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26192 members 
Mstep: Class 6 contains 38875 members 
Mstep: Class 7 contains 39830 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 99252 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 42182 members 
Mstep: Class 15 contains 44265 members 
Mstep: Class 16 contains 13687 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 21264 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 4223 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2559 members 
Mstep: Class 28 contains 57766 members 
Mstep: Class 29 contains 80896 members 
Mstep: Class 30 contains 16460 members 
Mstep: Class 31 contains 25452 members 
Mstep: Class 32 contains 10406 members 
Mstep: Class 33 contains 2945 members 
Mstep: Class 34 contains 726 members 
Mstep: Class 35 contains 22067 members 
Mstep: Class 36 contains 760 members 
Mstep: Class 37 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234520.000000 Penalty: 22650.070312
Iteration 358Q: 38 clusters Score -4.223452e+07 nChanged 8930
Entering ConstructFrom: 
Score: -42234520.000000 Penalty: 22650.070312
Entering ConstructFrom: 
Trying to split cluster 1 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -46650.875000 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -46650.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46028.644531 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -46028.64 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46182.941406 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -46182.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46206.648438 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -46206.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46228.582031 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -46228.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46249.582031 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -46249.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -46267.976562 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -46267.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46285.183594 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -46285.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -46299.113281 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -46299.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46312.929688 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -46312.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46324.394531 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -46324.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46331.738281 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -46331.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46338.453125 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -46338.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46346.023438 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -46346.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46355.410156 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -46355.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46370.949219 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -46370.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46390.687500 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -46390.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46400.761719 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -46400.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46412.093750 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -46412.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46421.835938 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -46421.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46434.867188 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -46434.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46460.402344 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -46460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46478.476562 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -46478.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46484.625000 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -46484.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -46487.718750 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -46487.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46490.832031 Penalty: 598.711853
	Iteration 24Q: 3 clusters Score -46490.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46492.503906 Penalty: 598.711853
	Iteration 25Q: 3 clusters Score -46492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46493.707031 Penalty: 598.711853
	Iteration 26Q: 3 clusters Score -46493.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46494.277344 Penalty: 598.711853
	Iteration 27Q: 3 clusters Score -46494.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46494.796875 Penalty: 598.711853
	Iteration 28Q: 3 clusters Score -46494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46495.683594 Penalty: 598.711853
	Iteration 29Q: 3 clusters Score -46495.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46496.363281 Penalty: 598.711853
	Iteration 30Q: 3 clusters Score -46496.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46496.363281 Penalty: 598.711853
	Iteration 31F: 3 clusters Score -46496.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Entering Unmasked Estep 
Score: -5487023.000000 Penalty: 517.360779
	Iteration 0F: 2 clusters Score -5487023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -5434712.000000 Penalty: 1034.721558
	Iteration 0F: 3 clusters Score -5434712 nChanged 42460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5460964.500000 Penalty: 1034.721558
	Iteration 1F: 3 clusters Score -5460964 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -5463558.000000 Penalty: 1034.721558
	Iteration 2F: 3 clusters Score -5463558 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5468208.000000 Penalty: 1034.721558
	Iteration 3F: 3 clusters Score -5468208 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5474968.500000 Penalty: 1034.721558
	Iteration 4F: 3 clusters Score -5474968 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -5481111.000000 Penalty: 1034.721558
	Iteration 5F: 3 clusters Score -5481111 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5484198.000000 Penalty: 1034.721558
	Iteration 6F: 3 clusters Score -5484198 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5485843.500000 Penalty: 1034.721558
	Iteration 7Q: 3 clusters Score -5485844 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5487174.000000 Penalty: 1034.721558
	Iteration 8Q: 3 clusters Score -5487174 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -5488345.500000 Penalty: 1034.721558
	Iteration 9Q: 3 clusters Score -5488346 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -5489143.000000 Penalty: 1034.721558
	Iteration 10Q: 3 clusters Score -5489143 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -5489634.500000 Penalty: 1034.721558
	Iteration 11Q: 3 clusters Score -5489634 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -5489877.500000 Penalty: 1034.721558
	Iteration 12Q: 3 clusters Score -5489878 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -5490069.000000 Penalty: 1034.721558
	Iteration 13Q: 3 clusters Score -5490069 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -5490139.000000 Penalty: 1034.721558
	Iteration 14Q: 3 clusters Score -5490139 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -5490200.500000 Penalty: 1034.721558
	Iteration 15Q: 3 clusters Score -5490200 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -5490279.500000 Penalty: 1034.721558
	Iteration 16Q: 3 clusters Score -5490280 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -5490288.500000 Penalty: 1034.721558
	Iteration 17Q: 3 clusters Score -5490288 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -5490228.500000 Penalty: 1034.721558
	Iteration 18Q: 3 clusters Score -5490228 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -5490172.000000 Penalty: 1034.721558
	Iteration 19Q: 3 clusters Score -5490172 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -5490172.500000 Penalty: 1034.721558
	Iteration 20F: 3 clusters Score -5490172 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -5490197.500000 Penalty: 1034.721558
	Iteration 21Q: 3 clusters Score -5490198 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -5490181.500000 Penalty: 1034.721558
	Iteration 22Q: 3 clusters Score -5490182 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -5490198.500000 Penalty: 1034.721558
	Iteration 23Q: 3 clusters Score -5490198 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -5490186.000000 Penalty: 1034.721558
	Iteration 24Q: 3 clusters Score -5490186 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -5490176.500000 Penalty: 1034.721558
	Iteration 25Q: 3 clusters Score -5490176 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -5490148.500000 Penalty: 1034.721558
	Iteration 26Q: 3 clusters Score -5490148 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -5490123.000000 Penalty: 1034.721558
	Iteration 27Q: 3 clusters Score -5490123 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -5490105.500000 Penalty: 1034.721558
	Iteration 28Q: 3 clusters Score -5490106 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -5490080.000000 Penalty: 1034.721558
	Iteration 29Q: 3 clusters Score -5490080 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -5490066.500000 Penalty: 1034.721558
	Iteration 30Q: 3 clusters Score -5490066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -5490037.500000 Penalty: 1034.721558
	Iteration 31Q: 3 clusters Score -5490038 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -5490039.000000 Penalty: 1034.721558
	Iteration 32Q: 3 clusters Score -5490039 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -5490021.000000 Penalty: 1034.721558
	Iteration 33Q: 3 clusters Score -5490021 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -5489999.500000 Penalty: 1034.721558
	Iteration 34Q: 3 clusters Score -5490000 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -5489956.000000 Penalty: 1034.721558
	Iteration 35Q: 3 clusters Score -5489956 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -5489949.500000 Penalty: 1034.721558
	Iteration 36Q: 3 clusters Score -5489950 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -5489957.500000 Penalty: 1034.721558
	Iteration 37Q: 3 clusters Score -5489958 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -5489959.500000 Penalty: 1034.721558
	Iteration 38Q: 3 clusters Score -5489960 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -5489921.500000 Penalty: 1034.721558
	Iteration 39Q: 3 clusters Score -5489922 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -5489908.000000 Penalty: 1034.721558
	Iteration 40F: 3 clusters Score -5489908 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -5489838.000000 Penalty: 1034.721558
	Iteration 41Q: 3 clusters Score -5489838 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -5489845.000000 Penalty: 1034.721558
	Iteration 42Q: 3 clusters Score -5489845 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -5489862.500000 Penalty: 1034.721558
	Iteration 43Q: 3 clusters Score -5489862 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -5489883.000000 Penalty: 1034.721558
	Iteration 44Q: 3 clusters Score -5489883 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -5489893.500000 Penalty: 1034.721558
	Iteration 45Q: 3 clusters Score -5489894 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -5489859.500000 Penalty: 1034.721558
	Iteration 46Q: 3 clusters Score -5489860 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -5489879.000000 Penalty: 1034.721558
	Iteration 47Q: 3 clusters Score -5489879 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -5489840.000000 Penalty: 1034.721558
	Iteration 48Q: 3 clusters Score -5489840 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -5490528.000000 Penalty: 1034.721558
	Iteration 49Q: 3 clusters Score -5490528 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -5490842.000000 Penalty: 1034.721558
	Iteration 50Q: 3 clusters Score -5490842 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -5491065.500000 Penalty: 1034.721558
	Iteration 51Q: 3 clusters Score -5491066 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -5491160.000000 Penalty: 1034.721558
	Iteration 52Q: 3 clusters Score -5491160 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -5491226.000000 Penalty: 1034.721558
	Iteration 53Q: 3 clusters Score -5491226 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -5491270.000000 Penalty: 1034.721558
	Iteration 54Q: 3 clusters Score -5491270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -5491304.000000 Penalty: 1034.721558
	Iteration 55Q: 3 clusters Score -5491304 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -5491330.000000 Penalty: 1034.721558
	Iteration 56Q: 3 clusters Score -5491330 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -5491345.000000 Penalty: 1034.721558
	Iteration 57Q: 3 clusters Score -5491345 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -5491368.000000 Penalty: 1034.721558
	Iteration 58Q: 3 clusters Score -5491368 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -5491362.500000 Penalty: 1034.721558
	Iteration 59Q: 3 clusters Score -5491362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -5491377.000000 Penalty: 1034.721558
	Iteration 60F: 3 clusters Score -5491377 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -5491363.500000 Penalty: 1034.721558
	Iteration 61Q: 3 clusters Score -5491364 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -5491358.000000 Penalty: 1034.721558
	Iteration 62Q: 3 clusters Score -5491358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -5491351.000000 Penalty: 1034.721558
	Iteration 63Q: 3 clusters Score -5491351 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -5491342.000000 Penalty: 1034.721558
	Iteration 64Q: 3 clusters Score -5491342 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -5491312.000000 Penalty: 1034.721558
	Iteration 65Q: 3 clusters Score -5491312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -5491300.000000 Penalty: 1034.721558
	Iteration 66Q: 3 clusters Score -5491300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -5491291.500000 Penalty: 1034.721558
	Iteration 67Q: 3 clusters Score -5491292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -5491271.500000 Penalty: 1034.721558
	Iteration 68Q: 3 clusters Score -5491272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -5491267.000000 Penalty: 1034.721558
	Iteration 69Q: 3 clusters Score -5491267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -5491256.000000 Penalty: 1034.721558
	Iteration 70Q: 3 clusters Score -5491256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -5491270.000000 Penalty: 1034.721558
	Iteration 71Q: 3 clusters Score -5491270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -5491234.500000 Penalty: 1034.721558
	Iteration 72Q: 3 clusters Score -5491234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -5491234.000000 Penalty: 1034.721558
	Iteration 73Q: 3 clusters Score -5491234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -5491219.000000 Penalty: 1034.721558
	Iteration 74Q: 3 clusters Score -5491219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -5491226.500000 Penalty: 1034.721558
	Iteration 75Q: 3 clusters Score -5491226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -5491207.000000 Penalty: 1034.721558
	Iteration 76Q: 3 clusters Score -5491207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -5491209.500000 Penalty: 1034.721558
	Iteration 77Q: 3 clusters Score -5491210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -5491192.500000 Penalty: 1034.721558
	Iteration 78Q: 3 clusters Score -5491192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -5491194.000000 Penalty: 1034.721558
	Iteration 79Q: 3 clusters Score -5491194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -5491188.000000 Penalty: 1034.721558
	Iteration 80F: 3 clusters Score -5491188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -5491187.000000 Penalty: 1034.721558
	Iteration 81Q: 3 clusters Score -5491187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -5491183.000000 Penalty: 1034.721558
	Iteration 82Q: 3 clusters Score -5491183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -5491181.500000 Penalty: 1034.721558
	Iteration 83Q: 3 clusters Score -5491182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -5491176.000000 Penalty: 1034.721558
	Iteration 84Q: 3 clusters Score -5491176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -5491173.000000 Penalty: 1034.721558
	Iteration 85Q: 3 clusters Score -5491173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -5491168.000000 Penalty: 1034.721558
	Iteration 86Q: 3 clusters Score -5491168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -5491170.500000 Penalty: 1034.721558
	Iteration 87Q: 3 clusters Score -5491170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -5491164.500000 Penalty: 1034.721558
	Iteration 88Q: 3 clusters Score -5491164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -5491165.500000 Penalty: 1034.721558
	Iteration 89Q: 3 clusters Score -5491166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -5491157.500000 Penalty: 1034.721558
	Iteration 90Q: 3 clusters Score -5491158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -5491152.500000 Penalty: 1034.721558
	Iteration 91Q: 3 clusters Score -5491152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -5491160.500000 Penalty: 1034.721558
	Iteration 92Q: 3 clusters Score -5491160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -5491165.500000 Penalty: 1034.721558
	Iteration 93Q: 3 clusters Score -5491166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -5491157.000000 Penalty: 1034.721558
	Iteration 94Q: 3 clusters Score -5491157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -5491154.500000 Penalty: 1034.721558
	Iteration 95Q: 3 clusters Score -5491154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -5491156.500000 Penalty: 1034.721558
	Iteration 96Q: 3 clusters Score -5491156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -5491160.000000 Penalty: 1034.721558
	Iteration 97Q: 3 clusters Score -5491160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -5491165.000000 Penalty: 1034.721558
	Iteration 98Q: 3 clusters Score -5491165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -5491163.500000 Penalty: 1034.721558
	Iteration 99Q: 3 clusters Score -5491164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -5491164.500000 Penalty: 1034.721558
	Iteration 100F: 3 clusters Score -5491164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -5491162.000000 Penalty: 1034.721558
	Iteration 101Q: 3 clusters Score -5491162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -5491154.500000 Penalty: 1034.721558
	Iteration 102Q: 3 clusters Score -5491154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -5491157.000000 Penalty: 1034.721558
	Iteration 103Q: 3 clusters Score -5491157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -5491156.500000 Penalty: 1034.721558
	Iteration 104Q: 3 clusters Score -5491156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -5491151.000000 Penalty: 1034.721558
	Iteration 105Q: 3 clusters Score -5491151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -5491153.000000 Penalty: 1034.721558
	Iteration 106Q: 3 clusters Score -5491153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -5491152.000000 Penalty: 1034.721558
	Iteration 107Q: 3 clusters Score -5491152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
Score: -5491144.000000 Penalty: 1034.721558
	Iteration 108Q: 3 clusters Score -5491144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -5491140.500000 Penalty: 1034.721558
	Iteration 109Q: 3 clusters Score -5491140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -5491146.500000 Penalty: 1034.721558
	Iteration 110Q: 3 clusters Score -5491146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -5491145.000000 Penalty: 1034.721558
	Iteration 111Q: 3 clusters Score -5491145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -5491145.000000 Penalty: 1034.721558
	Iteration 112Q: 3 clusters Score -5491145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -5491141.000000 Penalty: 1034.721558
	Iteration 113Q: 3 clusters Score -5491141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -5491138.000000 Penalty: 1034.721558
	Iteration 114Q: 3 clusters Score -5491138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -5491134.000000 Penalty: 1034.721558
	Iteration 115Q: 3 clusters Score -5491134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -5491132.500000 Penalty: 1034.721558
	Iteration 116Q: 3 clusters Score -5491132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -5491136.000000 Penalty: 1034.721558
	Iteration 117Q: 3 clusters Score -5491136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -5491134.500000 Penalty: 1034.721558
	Iteration 118Q: 3 clusters Score -5491134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -5491135.000000 Penalty: 1034.721558
	Iteration 119Q: 3 clusters Score -5491135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -5491136.000000 Penalty: 1034.721558
	Iteration 120F: 3 clusters Score -5491136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -5491131.500000 Penalty: 1034.721558
	Iteration 121Q: 3 clusters Score -5491132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -5491129.000000 Penalty: 1034.721558
	Iteration 122Q: 3 clusters Score -5491129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -5491122.000000 Penalty: 1034.721558
	Iteration 123Q: 3 clusters Score -5491122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -5491122.500000 Penalty: 1034.721558
	Iteration 124Q: 3 clusters Score -5491122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -5491120.000000 Penalty: 1034.721558
	Iteration 125Q: 3 clusters Score -5491120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -5491115.500000 Penalty: 1034.721558
	Iteration 126Q: 3 clusters Score -5491116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -5491111.500000 Penalty: 1034.721558
	Iteration 127Q: 3 clusters Score -5491112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -5491101.000000 Penalty: 1034.721558
	Iteration 128Q: 3 clusters Score -5491101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -5491108.000000 Penalty: 1034.721558
	Iteration 129Q: 3 clusters Score -5491108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -5491110.500000 Penalty: 1034.721558
	Iteration 130Q: 3 clusters Score -5491110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -5491109.500000 Penalty: 1034.721558
	Iteration 131Q: 3 clusters Score -5491110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -5491104.000000 Penalty: 1034.721558
	Iteration 132Q: 3 clusters Score -5491104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -5491097.500000 Penalty: 1034.721558
	Iteration 133Q: 3 clusters Score -5491098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -5491085.000000 Penalty: 1034.721558
	Iteration 134Q: 3 clusters Score -5491085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -5491089.000000 Penalty: 1034.721558
	Iteration 135Q: 3 clusters Score -5491089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -5491092.500000 Penalty: 1034.721558
	Iteration 136Q: 3 clusters Score -5491092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -5491095.500000 Penalty: 1034.721558
	Iteration 137Q: 3 clusters Score -5491096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -5491095.000000 Penalty: 1034.721558
	Iteration 138Q: 3 clusters Score -5491095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -5491094.000000 Penalty: 1034.721558
	Iteration 139Q: 3 clusters Score -5491094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -5491093.500000 Penalty: 1034.721558
	Iteration 140F: 3 clusters Score -5491094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -5491097.000000 Penalty: 1034.721558
	Iteration 141Q: 3 clusters Score -5491097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -5491096.000000 Penalty: 1034.721558
	Iteration 142Q: 3 clusters Score -5491096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -5491093.000000 Penalty: 1034.721558
	Iteration 143Q: 3 clusters Score -5491093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -5491093.000000 Penalty: 1034.721558
	Iteration 144F: 3 clusters Score -5491093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 38856 members 
Mstep: Class 7 contains 39819 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 100743 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 42165 members 
Mstep: Class 15 contains 44297 members 
Mstep: Class 16 contains 13744 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 21178 members 
Mstep: Class 24 contains 29232 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 55551 members 
Mstep: Class 29 contains 81115 members 
Mstep: Class 30 contains 16468 members 
Mstep: Class 31 contains 25455 members 
Mstep: Class 32 contains 10436 members 
Mstep: Class 33 contains 2946 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 22741 members 
Mstep: Class 36 contains 762 members 
Mstep: Class 37 contains 3518 members 
Mstep: Class 38 contains 78504 members 
Entering Unmasked Estep 
Score: -42234276.000000 Penalty: 23262.234375
Splitting cluster 2 changes total score from -42234520.000000 to -42234276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -61636.949219 Penalty: 311.293518
	Iteration 0F: 2 clusters Score -61636.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60849.945312 Penalty: 622.587036
	Iteration 0F: 3 clusters Score -60849.95 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61089.152344 Penalty: 622.587036
	Iteration 1F: 3 clusters Score -61089.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61127.449219 Penalty: 622.587036
	Iteration 2F: 3 clusters Score -61127.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61164.437500 Penalty: 622.587036
	Iteration 3F: 3 clusters Score -61164.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61189.609375 Penalty: 622.587036
	Iteration 4Q: 3 clusters Score -61189.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61212.750000 Penalty: 622.587036
	Iteration 5Q: 3 clusters Score -61212.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61242.042969 Penalty: 622.587036
	Iteration 6Q: 3 clusters Score -61242.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61266.574219 Penalty: 622.587036
	Iteration 7Q: 3 clusters Score -61266.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61287.351562 Penalty: 622.587036
	Iteration 8Q: 3 clusters Score -61287.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61304.773438 Penalty: 622.587036
	Iteration 9Q: 3 clusters Score -61304.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61322.367188 Penalty: 622.587036
	Iteration 10Q: 3 clusters Score -61322.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -61332.980469 Penalty: 622.587036
	Iteration 11Q: 3 clusters Score -61332.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -61341.769531 Penalty: 622.587036
	Iteration 12Q: 3 clusters Score -61341.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -61348.160156 Penalty: 622.587036
	Iteration 13Q: 3 clusters Score -61348.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61351.523438 Penalty: 622.587036
	Iteration 14Q: 3 clusters Score -61351.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61355.152344 Penalty: 622.587036
	Iteration 15Q: 3 clusters Score -61355.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61356.937500 Penalty: 622.587036
	Iteration 16Q: 3 clusters Score -61356.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -61358.496094 Penalty: 622.587036
	Iteration 17Q: 3 clusters Score -61358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -61360.144531 Penalty: 622.587036
	Iteration 18Q: 3 clusters Score -61360.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -61361.136719 Penalty: 622.587036
	Iteration 19Q: 3 clusters Score -61361.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -61361.406250 Penalty: 622.587036
	Iteration 20F: 3 clusters Score -61361.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -61364.339844 Penalty: 622.587036
	Iteration 21Q: 3 clusters Score -61364.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -61365.613281 Penalty: 622.587036
	Iteration 22Q: 3 clusters Score -61365.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -61370.699219 Penalty: 622.587036
	Iteration 23Q: 3 clusters Score -61370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -61375.488281 Penalty: 622.587036
	Iteration 24Q: 3 clusters Score -61375.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -61382.527344 Penalty: 622.587036
	Iteration 25Q: 3 clusters Score -61382.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -61386.691406 Penalty: 622.587036
	Iteration 26Q: 3 clusters Score -61386.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -61387.699219 Penalty: 622.587036
	Iteration 27Q: 3 clusters Score -61387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -61389.308594 Penalty: 622.587036
	Iteration 28Q: 3 clusters Score -61389.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -61392.593750 Penalty: 622.587036
	Iteration 29Q: 3 clusters Score -61392.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -61396.996094 Penalty: 622.587036
	Iteration 30Q: 3 clusters Score -61397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -61400.230469 Penalty: 622.587036
	Iteration 31Q: 3 clusters Score -61400.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -61401.257812 Penalty: 622.587036
	Iteration 32Q: 3 clusters Score -61401.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -61401.554688 Penalty: 622.587036
	Iteration 33Q: 3 clusters Score -61401.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -61401.554688 Penalty: 622.587036
	Iteration 34F: 3 clusters Score -61401.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -5884.740234 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -5884.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5682.665039 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -5682.665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5809.640137 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -5809.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5850.808594 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -5850.809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5871.292480 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -5871.292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5910.783691 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -5910.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5925.465332 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -5925.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5933.104004 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -5933.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5944.085449 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -5944.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5948.101074 Penalty: 463.531250
	Iteration 8Q: 3 clusters Score -5948.101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5949.586426 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -5949.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5949.586426 Penalty: 463.531250
	Iteration 10F: 3 clusters Score -5949.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 86731 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 38856 members 
Mstep: Class 7 contains 39819 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 100743 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 42165 members 
Mstep: Class 15 contains 44297 members 
Mstep: Class 16 contains 13744 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 21178 members 
Mstep: Class 24 contains 29232 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 55551 members 
Mstep: Class 29 contains 81115 members 
Mstep: Class 30 contains 16468 members 
Mstep: Class 31 contains 25455 members 
Mstep: Class 32 contains 10436 members 
Mstep: Class 33 contains 2946 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 22741 members 
Mstep: Class 36 contains 762 members 
Mstep: Class 37 contains 3518 members 
Mstep: Class 38 contains 50 members 
Entering Unmasked Estep 
Score: -42230104.000000 Penalty: 23262.234375
Splitting cluster 4 changes total score from -42234520.000000 to -42230104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (26184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Entering Unmasked Estep 
Score: -1713677.625000 Penalty: 462.867126
	Iteration 0F: 2 clusters Score -1713678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1696356.500000 Penalty: 925.734253
	Iteration 0F: 3 clusters Score -1696356 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1703616.125000 Penalty: 925.734253
	Iteration 1F: 3 clusters Score -1703616 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1704007.625000 Penalty: 925.734253
	Iteration 2Q: 3 clusters Score -1704008 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1704477.250000 Penalty: 925.734253
	Iteration 3Q: 3 clusters Score -1704477 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1705168.375000 Penalty: 925.734253
	Iteration 4F: 3 clusters Score -1705168 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1706200.375000 Penalty: 925.734253
	Iteration 5F: 3 clusters Score -1706200 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1707621.250000 Penalty: 925.734253
	Iteration 6F: 3 clusters Score -1707621 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1709136.000000 Penalty: 925.734253
	Iteration 7F: 3 clusters Score -1709136 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1710237.500000 Penalty: 925.734253
	Iteration 8Q: 3 clusters Score -1710238 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1710815.000000 Penalty: 925.734253
	Iteration 9Q: 3 clusters Score -1710815 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1711122.125000 Penalty: 925.734253
	Iteration 10Q: 3 clusters Score -1711122 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1711376.375000 Penalty: 925.734253
	Iteration 11Q: 3 clusters Score -1711376 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1711587.375000 Penalty: 925.734253
	Iteration 12Q: 3 clusters Score -1711587 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1711806.875000 Penalty: 925.734253
	Iteration 13Q: 3 clusters Score -1711807 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1712020.000000 Penalty: 925.734253
	Iteration 14Q: 3 clusters Score -1712020 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1712260.375000 Penalty: 925.734253
	Iteration 15Q: 3 clusters Score -1712260 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1712485.625000 Penalty: 925.734253
	Iteration 16Q: 3 clusters Score -1712486 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1712675.875000 Penalty: 925.734253
	Iteration 17Q: 3 clusters Score -1712676 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1712817.500000 Penalty: 925.734253
	Iteration 18Q: 3 clusters Score -1712818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1712942.875000 Penalty: 925.734253
	Iteration 19Q: 3 clusters Score -1712943 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1713041.500000 Penalty: 925.734253
	Iteration 20F: 3 clusters Score -1713042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1713113.375000 Penalty: 925.734253
	Iteration 21Q: 3 clusters Score -1713113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1713158.250000 Penalty: 925.734253
	Iteration 22Q: 3 clusters Score -1713158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1713188.250000 Penalty: 925.734253
	Iteration 23Q: 3 clusters Score -1713188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1713216.500000 Penalty: 925.734253
	Iteration 24Q: 3 clusters Score -1713216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1713241.625000 Penalty: 925.734253
	Iteration 25Q: 3 clusters Score -1713242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1713261.250000 Penalty: 925.734253
	Iteration 26Q: 3 clusters Score -1713261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1713274.375000 Penalty: 925.734253
	Iteration 27Q: 3 clusters Score -1713274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1713286.000000 Penalty: 925.734253
	Iteration 28Q: 3 clusters Score -1713286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1713290.875000 Penalty: 925.734253
	Iteration 29Q: 3 clusters Score -1713291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1713295.375000 Penalty: 925.734253
	Iteration 30Q: 3 clusters Score -1713295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1713301.000000 Penalty: 925.734253
	Iteration 31Q: 3 clusters Score -1713301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1713301.875000 Penalty: 925.734253
	Iteration 32Q: 3 clusters Score -1713302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1713305.250000 Penalty: 925.734253
	Iteration 33Q: 3 clusters Score -1713305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1713310.875000 Penalty: 925.734253
	Iteration 34Q: 3 clusters Score -1713311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1713311.625000 Penalty: 925.734253
	Iteration 35Q: 3 clusters Score -1713312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1713317.125000 Penalty: 925.734253
	Iteration 36Q: 3 clusters Score -1713317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1713317.500000 Penalty: 925.734253
	Iteration 37Q: 3 clusters Score -1713318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1713317.625000 Penalty: 925.734253
	Iteration 38Q: 3 clusters Score -1713318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1713321.875000 Penalty: 925.734253
	Iteration 39Q: 3 clusters Score -1713322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1713327.875000 Penalty: 925.734253
	Iteration 40F: 3 clusters Score -1713328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1713332.750000 Penalty: 925.734253
	Iteration 41Q: 3 clusters Score -1713333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1713338.250000 Penalty: 925.734253
	Iteration 42Q: 3 clusters Score -1713338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1713342.375000 Penalty: 925.734253
	Iteration 43Q: 3 clusters Score -1713342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1713346.625000 Penalty: 925.734253
	Iteration 44Q: 3 clusters Score -1713347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1713348.125000 Penalty: 925.734253
	Iteration 45Q: 3 clusters Score -1713348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1713348.375000 Penalty: 925.734253
	Iteration 46Q: 3 clusters Score -1713348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1713348.500000 Penalty: 925.734253
	Iteration 47Q: 3 clusters Score -1713348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1713348.250000 Penalty: 925.734253
	Iteration 48Q: 3 clusters Score -1713348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1713348.250000 Penalty: 925.734253
	Iteration 49F: 3 clusters Score -1713348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Entering Unmasked Estep 
Score: -2528593.250000 Penalty: 480.826599
	Iteration 0F: 2 clusters Score -2528593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2503025.000000 Penalty: 961.653198
	Iteration 0F: 3 clusters Score -2503025 nChanged 18632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2513865.750000 Penalty: 961.653198
	Iteration 1F: 3 clusters Score -2513866 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2514493.000000 Penalty: 961.653198
	Iteration 2Q: 3 clusters Score -2514493 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2515517.750000 Penalty: 961.653198
	Iteration 3F: 3 clusters Score -2515518 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2517096.500000 Penalty: 961.653198
	Iteration 4F: 3 clusters Score -2517096 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2519246.250000 Penalty: 961.653198
	Iteration 5F: 3 clusters Score -2519246 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -2521690.000000 Penalty: 961.653198
	Iteration 6F: 3 clusters Score -2521690 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -2523657.500000 Penalty: 961.653198
	Iteration 7F: 3 clusters Score -2523658 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -2525013.750000 Penalty: 961.653198
	Iteration 8Q: 3 clusters Score -2525014 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -2525940.000000 Penalty: 961.653198
	Iteration 9Q: 3 clusters Score -2525940 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -2526574.500000 Penalty: 961.653198
	Iteration 10Q: 3 clusters Score -2526574 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -2527080.750000 Penalty: 961.653198
	Iteration 11Q: 3 clusters Score -2527081 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -2527436.000000 Penalty: 961.653198
	Iteration 12Q: 3 clusters Score -2527436 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -2527711.750000 Penalty: 961.653198
	Iteration 13Q: 3 clusters Score -2527712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -2527905.750000 Penalty: 961.653198
	Iteration 14Q: 3 clusters Score -2527906 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -2528046.000000 Penalty: 961.653198
	Iteration 15Q: 3 clusters Score -2528046 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -2528107.500000 Penalty: 961.653198
	Iteration 16Q: 3 clusters Score -2528108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -2528137.750000 Penalty: 961.653198
	Iteration 17Q: 3 clusters Score -2528138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -2528167.500000 Penalty: 961.653198
	Iteration 18Q: 3 clusters Score -2528168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -2528181.000000 Penalty: 961.653198
	Iteration 19Q: 3 clusters Score -2528181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -2528193.500000 Penalty: 961.653198
	Iteration 20F: 3 clusters Score -2528194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -2528197.000000 Penalty: 961.653198
	Iteration 21Q: 3 clusters Score -2528197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -2528202.250000 Penalty: 961.653198
	Iteration 22Q: 3 clusters Score -2528202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -2528204.250000 Penalty: 961.653198
	Iteration 23Q: 3 clusters Score -2528204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -2528207.000000 Penalty: 961.653198
	Iteration 24Q: 3 clusters Score -2528207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -2528207.000000 Penalty: 961.653198
	Iteration 25F: 3 clusters Score -2528207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Entering Unmasked Estep 
Score: -2576485.000000 Penalty: 481.940521
	Iteration 0F: 2 clusters Score -2576485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2549948.250000 Penalty: 963.881042
	Iteration 0F: 3 clusters Score -2549948 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2561352.250000 Penalty: 963.881042
	Iteration 1F: 3 clusters Score -2561352 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2561800.000000 Penalty: 963.881042
	Iteration 2Q: 3 clusters Score -2561800 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2562370.250000 Penalty: 963.881042
	Iteration 3Q: 3 clusters Score -2562370 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2563127.500000 Penalty: 963.881042
	Iteration 4Q: 3 clusters Score -2563128 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2564218.000000 Penalty: 963.881042
	Iteration 5F: 3 clusters Score -2564218 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2565775.000000 Penalty: 963.881042
	Iteration 6F: 3 clusters Score -2565775 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2567730.500000 Penalty: 963.881042
	Iteration 7F: 3 clusters Score -2567730 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2569496.500000 Penalty: 963.881042
	Iteration 8F: 3 clusters Score -2569496 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2570620.000000 Penalty: 963.881042
	Iteration 9F: 3 clusters Score -2570620 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2571166.750000 Penalty: 963.881042
	Iteration 10Q: 3 clusters Score -2571167 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2571482.000000 Penalty: 963.881042
	Iteration 11Q: 3 clusters Score -2571482 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -2571764.000000 Penalty: 963.881042
	Iteration 12Q: 3 clusters Score -2571764 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2572040.500000 Penalty: 963.881042
	Iteration 13Q: 3 clusters Score -2572040 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -2572323.500000 Penalty: 963.881042
	Iteration 14Q: 3 clusters Score -2572324 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -2572632.500000 Penalty: 963.881042
	Iteration 15Q: 3 clusters Score -2572632 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2572926.500000 Penalty: 963.881042
	Iteration 16Q: 3 clusters Score -2572926 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2573165.000000 Penalty: 963.881042
	Iteration 17Q: 3 clusters Score -2573165 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2573367.750000 Penalty: 963.881042
	Iteration 18Q: 3 clusters Score -2573368 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -2573543.750000 Penalty: 963.881042
	Iteration 19Q: 3 clusters Score -2573544 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2573673.000000 Penalty: 963.881042
	Iteration 20F: 3 clusters Score -2573673 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -2573798.250000 Penalty: 963.881042
	Iteration 21Q: 3 clusters Score -2573798 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -2573883.250000 Penalty: 963.881042
	Iteration 22Q: 3 clusters Score -2573883 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2573951.000000 Penalty: 963.881042
	Iteration 23Q: 3 clusters Score -2573951 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -2573997.750000 Penalty: 963.881042
	Iteration 24Q: 3 clusters Score -2573998 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -2574044.500000 Penalty: 963.881042
	Iteration 25Q: 3 clusters Score -2574044 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -2574083.750000 Penalty: 963.881042
	Iteration 26Q: 3 clusters Score -2574084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -2574137.500000 Penalty: 963.881042
	Iteration 27Q: 3 clusters Score -2574138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -2574179.750000 Penalty: 963.881042
	Iteration 28Q: 3 clusters Score -2574180 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -2574207.250000 Penalty: 963.881042
	Iteration 29Q: 3 clusters Score -2574207 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -2574242.250000 Penalty: 963.881042
	Iteration 30Q: 3 clusters Score -2574242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -2574265.250000 Penalty: 963.881042
	Iteration 31Q: 3 clusters Score -2574265 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -2574296.250000 Penalty: 963.881042
	Iteration 32Q: 3 clusters Score -2574296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -2574321.250000 Penalty: 963.881042
	Iteration 33Q: 3 clusters Score -2574321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -2574345.250000 Penalty: 963.881042
	Iteration 34Q: 3 clusters Score -2574345 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -2574354.250000 Penalty: 963.881042
	Iteration 35Q: 3 clusters Score -2574354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -2574367.750000 Penalty: 963.881042
	Iteration 36Q: 3 clusters Score -2574368 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -2574390.000000 Penalty: 963.881042
	Iteration 37Q: 3 clusters Score -2574390 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -2574416.750000 Penalty: 963.881042
	Iteration 38Q: 3 clusters Score -2574417 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -2574464.250000 Penalty: 963.881042
	Iteration 39Q: 3 clusters Score -2574464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -2574499.750000 Penalty: 963.881042
	Iteration 40F: 3 clusters Score -2574500 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -2574548.500000 Penalty: 963.881042
	Iteration 41Q: 3 clusters Score -2574548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -2574580.750000 Penalty: 963.881042
	Iteration 42Q: 3 clusters Score -2574581 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -2574625.250000 Penalty: 963.881042
	Iteration 43Q: 3 clusters Score -2574625 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -2574670.750000 Penalty: 963.881042
	Iteration 44Q: 3 clusters Score -2574671 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -2574715.000000 Penalty: 963.881042
	Iteration 45Q: 3 clusters Score -2574715 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -2574769.000000 Penalty: 963.881042
	Iteration 46Q: 3 clusters Score -2574769 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -2574818.500000 Penalty: 963.881042
	Iteration 47Q: 3 clusters Score -2574818 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -2574893.750000 Penalty: 963.881042
	Iteration 48Q: 3 clusters Score -2574894 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -2574954.000000 Penalty: 963.881042
	Iteration 49Q: 3 clusters Score -2574954 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -2575017.250000 Penalty: 963.881042
	Iteration 50Q: 3 clusters Score -2575017 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -2575061.500000 Penalty: 963.881042
	Iteration 51Q: 3 clusters Score -2575062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -2575139.750000 Penalty: 963.881042
	Iteration 52Q: 3 clusters Score -2575140 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -2575195.750000 Penalty: 963.881042
	Iteration 53Q: 3 clusters Score -2575196 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -2575255.000000 Penalty: 963.881042
	Iteration 54Q: 3 clusters Score -2575255 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -2575299.250000 Penalty: 963.881042
	Iteration 55Q: 3 clusters Score -2575299 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -2575343.750000 Penalty: 963.881042
	Iteration 56Q: 3 clusters Score -2575344 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -2575388.750000 Penalty: 963.881042
	Iteration 57Q: 3 clusters Score -2575389 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -2575457.000000 Penalty: 963.881042
	Iteration 58Q: 3 clusters Score -2575457 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -2575514.500000 Penalty: 963.881042
	Iteration 59Q: 3 clusters Score -2575514 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -2575551.500000 Penalty: 963.881042
	Iteration 60F: 3 clusters Score -2575552 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -2575613.750000 Penalty: 963.881042
	Iteration 61Q: 3 clusters Score -2575614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -2575648.500000 Penalty: 963.881042
	Iteration 62Q: 3 clusters Score -2575648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -2575684.500000 Penalty: 963.881042
	Iteration 63Q: 3 clusters Score -2575684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -2575704.250000 Penalty: 963.881042
	Iteration 64Q: 3 clusters Score -2575704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -2575734.250000 Penalty: 963.881042
	Iteration 65Q: 3 clusters Score -2575734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -2575770.000000 Penalty: 963.881042
	Iteration 66Q: 3 clusters Score -2575770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -2575795.750000 Penalty: 963.881042
	Iteration 67Q: 3 clusters Score -2575796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -2575816.250000 Penalty: 963.881042
	Iteration 68Q: 3 clusters Score -2575816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -2575835.000000 Penalty: 963.881042
	Iteration 69Q: 3 clusters Score -2575835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -2575846.500000 Penalty: 963.881042
	Iteration 70Q: 3 clusters Score -2575846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -2575869.500000 Penalty: 963.881042
	Iteration 71Q: 3 clusters Score -2575870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -2575880.750000 Penalty: 963.881042
	Iteration 72Q: 3 clusters Score -2575881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -2575891.750000 Penalty: 963.881042
	Iteration 73Q: 3 clusters Score -2575892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -2575917.500000 Penalty: 963.881042
	Iteration 74Q: 3 clusters Score -2575918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -2575931.500000 Penalty: 963.881042
	Iteration 75Q: 3 clusters Score -2575932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -2575933.250000 Penalty: 963.881042
	Iteration 76Q: 3 clusters Score -2575933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -2575951.500000 Penalty: 963.881042
	Iteration 77Q: 3 clusters Score -2575952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -2575985.000000 Penalty: 963.881042
	Iteration 78Q: 3 clusters Score -2575985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -2576009.500000 Penalty: 963.881042
	Iteration 79Q: 3 clusters Score -2576010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -2576024.750000 Penalty: 963.881042
	Iteration 80F: 3 clusters Score -2576025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -2576032.250000 Penalty: 963.881042
	Iteration 81Q: 3 clusters Score -2576032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -2576034.500000 Penalty: 963.881042
	Iteration 82Q: 3 clusters Score -2576034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -2576039.750000 Penalty: 963.881042
	Iteration 83Q: 3 clusters Score -2576040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -2576047.000000 Penalty: 963.881042
	Iteration 84Q: 3 clusters Score -2576047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -2576058.250000 Penalty: 963.881042
	Iteration 85Q: 3 clusters Score -2576058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -2576063.000000 Penalty: 963.881042
	Iteration 86Q: 3 clusters Score -2576063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -2576063.500000 Penalty: 963.881042
	Iteration 87Q: 3 clusters Score -2576064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -2576065.750000 Penalty: 963.881042
	Iteration 88Q: 3 clusters Score -2576066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -2576068.000000 Penalty: 963.881042
	Iteration 89Q: 3 clusters Score -2576068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -2576070.000000 Penalty: 963.881042
	Iteration 90Q: 3 clusters Score -2576070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -2576073.500000 Penalty: 963.881042
	Iteration 91Q: 3 clusters Score -2576074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -2576069.750000 Penalty: 963.881042
	Iteration 92Q: 3 clusters Score -2576070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -2576071.000000 Penalty: 963.881042
	Iteration 93Q: 3 clusters Score -2576071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -2576071.250000 Penalty: 963.881042
	Iteration 94Q: 3 clusters Score -2576071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -2576071.250000 Penalty: 963.881042
	Iteration 95F: 3 clusters Score -2576071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -284913.343750 Penalty: 381.498199
	Iteration 0F: 2 clusters Score -284913.3 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 2097 members 
Entering Unmasked Estep 
Score: -282028.718750 Penalty: 762.996399
	Iteration 0F: 3 clusters Score -282028.7 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -283339.406250 Penalty: 762.996399
	Iteration 1F: 3 clusters Score -283339.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -283605.718750 Penalty: 762.996399
	Iteration 2F: 3 clusters Score -283605.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -283842.062500 Penalty: 762.996399
	Iteration 3F: 3 clusters Score -283842.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284034.656250 Penalty: 762.996399
	Iteration 4F: 3 clusters Score -284034.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -284191.781250 Penalty: 762.996399
	Iteration 5Q: 3 clusters Score -284191.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -284307.625000 Penalty: 762.996399
	Iteration 6Q: 3 clusters Score -284307.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -284410.500000 Penalty: 762.996399
	Iteration 7Q: 3 clusters Score -284410.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -284484.781250 Penalty: 762.996399
	Iteration 8Q: 3 clusters Score -284484.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -284521.468750 Penalty: 762.996399
	Iteration 9Q: 3 clusters Score -284521.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -284548.906250 Penalty: 762.996399
	Iteration 10Q: 3 clusters Score -284548.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -284571.593750 Penalty: 762.996399
	Iteration 11Q: 3 clusters Score -284571.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -284589.562500 Penalty: 762.996399
	Iteration 12Q: 3 clusters Score -284589.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -284601.937500 Penalty: 762.996399
	Iteration 13Q: 3 clusters Score -284601.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -284609.656250 Penalty: 762.996399
	Iteration 14Q: 3 clusters Score -284609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -284616.250000 Penalty: 762.996399
	Iteration 15Q: 3 clusters Score -284616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -284621.562500 Penalty: 762.996399
	Iteration 16Q: 3 clusters Score -284621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -284624.718750 Penalty: 762.996399
	Iteration 17Q: 3 clusters Score -284624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -284626.343750 Penalty: 762.996399
	Iteration 18Q: 3 clusters Score -284626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -284626.906250 Penalty: 762.996399
	Iteration 19Q: 3 clusters Score -284626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -284628.156250 Penalty: 762.996399
	Iteration 20F: 3 clusters Score -284628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -284627.937500 Penalty: 762.996399
	Iteration 21Q: 3 clusters Score -284627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -284627.937500 Penalty: 762.996399
	Iteration 22F: 3 clusters Score -284627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -198900.250000 Penalty: 366.653900
	Iteration 0F: 2 clusters Score -198900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -196781.921875 Penalty: 733.307800
	Iteration 0F: 3 clusters Score -196781.9 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -197654.953125 Penalty: 733.307800
	Iteration 1F: 3 clusters Score -197655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -197867.406250 Penalty: 733.307800
	Iteration 2F: 3 clusters Score -197867.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -198101.390625 Penalty: 733.307800
	Iteration 3F: 3 clusters Score -198101.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -198259.828125 Penalty: 733.307800
	Iteration 4F: 3 clusters Score -198259.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -198371.593750 Penalty: 733.307800
	Iteration 5F: 3 clusters Score -198371.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -198452.421875 Penalty: 733.307800
	Iteration 6Q: 3 clusters Score -198452.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -198529.375000 Penalty: 733.307800
	Iteration 7Q: 3 clusters Score -198529.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -198577.875000 Penalty: 733.307800
	Iteration 8Q: 3 clusters Score -198577.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -198620.484375 Penalty: 733.307800
	Iteration 9Q: 3 clusters Score -198620.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -198653.796875 Penalty: 733.307800
	Iteration 10Q: 3 clusters Score -198653.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -198680.046875 Penalty: 733.307800
	Iteration 11Q: 3 clusters Score -198680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -198700.000000 Penalty: 733.307800
	Iteration 12Q: 3 clusters Score -198700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -198709.343750 Penalty: 733.307800
	Iteration 13Q: 3 clusters Score -198709.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -198714.531250 Penalty: 733.307800
	Iteration 14Q: 3 clusters Score -198714.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -198718.203125 Penalty: 733.307800
	Iteration 15Q: 3 clusters Score -198718.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -198722.468750 Penalty: 733.307800
	Iteration 16Q: 3 clusters Score -198722.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -198726.578125 Penalty: 733.307800
	Iteration 17Q: 3 clusters Score -198726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -198730.796875 Penalty: 733.307800
	Iteration 18Q: 3 clusters Score -198730.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -198740.031250 Penalty: 733.307800
	Iteration 19Q: 3 clusters Score -198740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -198749.453125 Penalty: 733.307800
	Iteration 20F: 3 clusters Score -198749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -198756.078125 Penalty: 733.307800
	Iteration 21Q: 3 clusters Score -198756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -198762.093750 Penalty: 733.307800
	Iteration 22Q: 3 clusters Score -198762.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -198766.937500 Penalty: 733.307800
	Iteration 23Q: 3 clusters Score -198766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -198772.593750 Penalty: 733.307800
	Iteration 24Q: 3 clusters Score -198772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -198775.312500 Penalty: 733.307800
	Iteration 25Q: 3 clusters Score -198775.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -198778.234375 Penalty: 733.307800
	Iteration 26Q: 3 clusters Score -198778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -198778.765625 Penalty: 733.307800
	Iteration 27Q: 3 clusters Score -198778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -198778.937500 Penalty: 733.307800
	Iteration 28Q: 3 clusters Score -198778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -198779.437500 Penalty: 733.307800
	Iteration 29Q: 3 clusters Score -198779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -198779.937500 Penalty: 733.307800
	Iteration 30Q: 3 clusters Score -198779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -198780.484375 Penalty: 733.307800
	Iteration 31Q: 3 clusters Score -198780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -198780.640625 Penalty: 733.307800
	Iteration 32Q: 3 clusters Score -198780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -198781.171875 Penalty: 733.307800
	Iteration 33Q: 3 clusters Score -198781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -198781.203125 Penalty: 733.307800
	Iteration 34Q: 3 clusters Score -198781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -198781.281250 Penalty: 733.307800
	Iteration 35Q: 3 clusters Score -198781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -198781.625000 Penalty: 733.307800
	Iteration 36Q: 3 clusters Score -198781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -198781.515625 Penalty: 733.307800
	Iteration 37Q: 3 clusters Score -198781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -198781.703125 Penalty: 733.307800
	Iteration 38Q: 3 clusters Score -198781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -198781.703125 Penalty: 733.307800
	Iteration 39F: 3 clusters Score -198781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -220237.062500 Penalty: 368.956024
	Iteration 0F: 2 clusters Score -220237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -217918.093750 Penalty: 737.912048
	Iteration 0F: 3 clusters Score -217918.1 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -218682.000000 Penalty: 737.912048
	Iteration 1F: 3 clusters Score -218682 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -218734.609375 Penalty: 737.912048
	Iteration 2F: 3 clusters Score -218734.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -218778.671875 Penalty: 737.912048
	Iteration 3Q: 3 clusters Score -218778.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -218820.406250 Penalty: 737.912048
	Iteration 4Q: 3 clusters Score -218820.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -218859.187500 Penalty: 737.912048
	Iteration 5Q: 3 clusters Score -218859.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -218902.546875 Penalty: 737.912048
	Iteration 6Q: 3 clusters Score -218902.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -218939.609375 Penalty: 737.912048
	Iteration 7Q: 3 clusters Score -218939.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -218977.968750 Penalty: 737.912048
	Iteration 8Q: 3 clusters Score -218978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -219023.546875 Penalty: 737.912048
	Iteration 9Q: 3 clusters Score -219023.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -219082.406250 Penalty: 737.912048
	Iteration 10Q: 3 clusters Score -219082.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -219145.171875 Penalty: 737.912048
	Iteration 11Q: 3 clusters Score -219145.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -219235.968750 Penalty: 737.912048
	Iteration 12Q: 3 clusters Score -219236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -219340.281250 Penalty: 737.912048
	Iteration 13Q: 3 clusters Score -219340.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219402.015625 Penalty: 737.912048
	Iteration 14Q: 3 clusters Score -219402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -219429.546875 Penalty: 737.912048
	Iteration 15Q: 3 clusters Score -219429.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -219441.000000 Penalty: 737.912048
	Iteration 16Q: 3 clusters Score -219441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -219447.562500 Penalty: 737.912048
	Iteration 17Q: 3 clusters Score -219447.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -219454.718750 Penalty: 737.912048
	Iteration 18Q: 3 clusters Score -219454.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -219462.203125 Penalty: 737.912048
	Iteration 19Q: 3 clusters Score -219462.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -219470.718750 Penalty: 737.912048
	Iteration 20F: 3 clusters Score -219470.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -219480.265625 Penalty: 737.912048
	Iteration 21Q: 3 clusters Score -219480.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -219489.984375 Penalty: 737.912048
	Iteration 22Q: 3 clusters Score -219490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -219502.578125 Penalty: 737.912048
	Iteration 23Q: 3 clusters Score -219502.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219514.546875 Penalty: 737.912048
	Iteration 24Q: 3 clusters Score -219514.5 nChanged 29
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: -219523.781250 Penalty: 737.912048
	Iteration 25Q: 3 clusters Score -219523.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -219530.187500 Penalty: 737.912048
	Iteration 26Q: 3 clusters Score -219530.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -219538.640625 Penalty: 737.912048
	Iteration 27Q: 3 clusters Score -219538.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219554.890625 Penalty: 737.912048
	Iteration 28Q: 3 clusters Score -219554.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -219574.812500 Penalty: 737.912048
	Iteration 29Q: 3 clusters Score -219574.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219588.031250 Penalty: 737.912048
	Iteration 30Q: 3 clusters Score -219588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219597.546875 Penalty: 737.912048
	Iteration 31Q: 3 clusters Score -219597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219607.953125 Penalty: 737.912048
	Iteration 32Q: 3 clusters Score -219608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219615.781250 Penalty: 737.912048
	Iteration 33Q: 3 clusters Score -219615.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219626.015625 Penalty: 737.912048
	Iteration 34Q: 3 clusters Score -219626 nChanged 33
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: -219639.500000 Penalty: 737.912048
	Iteration 35Q: 3 clusters Score -219639.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -219654.812500 Penalty: 737.912048
	Iteration 36Q: 3 clusters Score -219654.8 nChanged 35
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: -219665.671875 Penalty: 737.912048
	Iteration 37Q: 3 clusters Score -219665.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -219675.078125 Penalty: 737.912048
	Iteration 38Q: 3 clusters Score -219675.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -219687.484375 Penalty: 737.912048
	Iteration 39Q: 3 clusters Score -219687.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219696.921875 Penalty: 737.912048
	Iteration 40F: 3 clusters Score -219696.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -219703.515625 Penalty: 737.912048
	Iteration 41Q: 3 clusters Score -219703.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -219714.218750 Penalty: 737.912048
	Iteration 42Q: 3 clusters Score -219714.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -219733.312500 Penalty: 737.912048
	Iteration 43Q: 3 clusters Score -219733.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -219745.890625 Penalty: 737.912048
	Iteration 44Q: 3 clusters Score -219745.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -219754.718750 Penalty: 737.912048
	Iteration 45Q: 3 clusters Score -219754.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -219762.906250 Penalty: 737.912048
	Iteration 46Q: 3 clusters Score -219762.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -219774.125000 Penalty: 737.912048
	Iteration 47Q: 3 clusters Score -219774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -219786.750000 Penalty: 737.912048
	Iteration 48Q: 3 clusters Score -219786.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -219796.578125 Penalty: 737.912048
	Iteration 49Q: 3 clusters Score -219796.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -219803.484375 Penalty: 737.912048
	Iteration 50Q: 3 clusters Score -219803.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -219810.687500 Penalty: 737.912048
	Iteration 51Q: 3 clusters Score -219810.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -219817.953125 Penalty: 737.912048
	Iteration 52Q: 3 clusters Score -219818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -219823.656250 Penalty: 737.912048
	Iteration 53Q: 3 clusters Score -219823.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -219833.625000 Penalty: 737.912048
	Iteration 54Q: 3 clusters Score -219833.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -219848.640625 Penalty: 737.912048
	Iteration 55Q: 3 clusters Score -219848.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -219861.281250 Penalty: 737.912048
	Iteration 56Q: 3 clusters Score -219861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -219874.031250 Penalty: 737.912048
	Iteration 57Q: 3 clusters Score -219874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -219878.281250 Penalty: 737.912048
	Iteration 58Q: 3 clusters Score -219878.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -219884.484375 Penalty: 737.912048
	Iteration 59Q: 3 clusters Score -219884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -219888.375000 Penalty: 737.912048
	Iteration 60F: 3 clusters Score -219888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -219893.531250 Penalty: 737.912048
	Iteration 61Q: 3 clusters Score -219893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -219902.109375 Penalty: 737.912048
	Iteration 62Q: 3 clusters Score -219902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -219909.656250 Penalty: 737.912048
	Iteration 63Q: 3 clusters Score -219909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -219918.031250 Penalty: 737.912048
	Iteration 64Q: 3 clusters Score -219918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -219929.609375 Penalty: 737.912048
	Iteration 65Q: 3 clusters Score -219929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -219935.968750 Penalty: 737.912048
	Iteration 66Q: 3 clusters Score -219936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -219940.890625 Penalty: 737.912048
	Iteration 67Q: 3 clusters Score -219940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -219944.812500 Penalty: 737.912048
	Iteration 68Q: 3 clusters Score -219944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -219947.843750 Penalty: 737.912048
	Iteration 69Q: 3 clusters Score -219947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -219948.281250 Penalty: 737.912048
	Iteration 70Q: 3 clusters Score -219948.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -219948.281250 Penalty: 737.912048
	Iteration 71F: 3 clusters Score -219948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -65788.828125 Penalty: 316.566132
	Iteration 0F: 2 clusters Score -65788.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64937.726562 Penalty: 633.132263
	Iteration 0F: 3 clusters Score -64937.73 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -65172.039062 Penalty: 633.132263
	Iteration 1F: 3 clusters Score -65172.04 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -65209.601562 Penalty: 633.132263
	Iteration 2F: 3 clusters Score -65209.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65236.613281 Penalty: 633.132263
	Iteration 3Q: 3 clusters Score -65236.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -65256.453125 Penalty: 633.132263
	Iteration 4Q: 3 clusters Score -65256.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65270.386719 Penalty: 633.132263
	Iteration 5Q: 3 clusters Score -65270.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -65279.277344 Penalty: 633.132263
	Iteration 6Q: 3 clusters Score -65279.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65284.515625 Penalty: 633.132263
	Iteration 7Q: 3 clusters Score -65284.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -65286.929688 Penalty: 633.132263
	Iteration 8Q: 3 clusters Score -65286.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65293.328125 Penalty: 633.132263
	Iteration 9Q: 3 clusters Score -65293.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -65300.363281 Penalty: 633.132263
	Iteration 10Q: 3 clusters Score -65300.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65315.000000 Penalty: 633.132263
	Iteration 11Q: 3 clusters Score -65315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -65326.128906 Penalty: 633.132263
	Iteration 12Q: 3 clusters Score -65326.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -65339.468750 Penalty: 633.132263
	Iteration 13Q: 3 clusters Score -65339.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -65351.824219 Penalty: 633.132263
	Iteration 14Q: 3 clusters Score -65351.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -65363.812500 Penalty: 633.132263
	Iteration 15Q: 3 clusters Score -65363.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65370.605469 Penalty: 633.132263
	Iteration 16Q: 3 clusters Score -65370.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -65376.457031 Penalty: 633.132263
	Iteration 17Q: 3 clusters Score -65376.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -65383.335938 Penalty: 633.132263
	Iteration 18Q: 3 clusters Score -65383.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -65387.566406 Penalty: 633.132263
	Iteration 19Q: 3 clusters Score -65387.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -65389.179688 Penalty: 633.132263
	Iteration 20F: 3 clusters Score -65389.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (100743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Entering Unmasked Estep 
Score: -6230594.500000 Penalty: 524.174927
	Iteration 0F: 2 clusters Score -6230594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -6173098.500000 Penalty: 1048.349854
	Iteration 0F: 3 clusters Score -6173098 nChanged 49369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -6203647.000000 Penalty: 1048.349854
	Iteration 1F: 3 clusters Score -6203647 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -6205231.500000 Penalty: 1048.349854
	Iteration 2Q: 3 clusters Score -6205232 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -6207552.000000 Penalty: 1048.349854
	Iteration 3Q: 3 clusters Score -6207552 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -6211161.500000 Penalty: 1048.349854
	Iteration 4F: 3 clusters Score -6211162 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -6216331.000000 Penalty: 1048.349854
	Iteration 5F: 3 clusters Score -6216331 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -6221433.000000 Penalty: 1048.349854
	Iteration 6F: 3 clusters Score -6221433 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -6224313.000000 Penalty: 1048.349854
	Iteration 7Q: 3 clusters Score -6224313 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -6225605.500000 Penalty: 1048.349854
	Iteration 8Q: 3 clusters Score -6225606 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -6226518.000000 Penalty: 1048.349854
	Iteration 9Q: 3 clusters Score -6226518 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -6227338.000000 Penalty: 1048.349854
	Iteration 10Q: 3 clusters Score -6227338 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -6228163.000000 Penalty: 1048.349854
	Iteration 11Q: 3 clusters Score -6228163 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -6229039.500000 Penalty: 1048.349854
	Iteration 12Q: 3 clusters Score -6229040 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -6229798.500000 Penalty: 1048.349854
	Iteration 13Q: 3 clusters Score -6229798 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -6230404.000000 Penalty: 1048.349854
	Iteration 14Q: 3 clusters Score -6230404 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -6230876.000000 Penalty: 1048.349854
	Iteration 15Q: 3 clusters Score -6230876 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -6231206.500000 Penalty: 1048.349854
	Iteration 16Q: 3 clusters Score -6231206 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -6231259.500000 Penalty: 1048.349854
	Iteration 17Q: 3 clusters Score -6231260 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -6231501.500000 Penalty: 1048.349854
	Iteration 18Q: 3 clusters Score -6231502 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -6231503.500000 Penalty: 1048.349854
	Iteration 19Q: 3 clusters Score -6231504 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -6231260.500000 Penalty: 1048.349854
	Iteration 20F: 3 clusters Score -6231260 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -6230999.500000 Penalty: 1048.349854
	Iteration 21Q: 3 clusters Score -6231000 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -6231096.000000 Penalty: 1048.349854
	Iteration 22Q: 3 clusters Score -6231096 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -6231028.000000 Penalty: 1048.349854
	Iteration 23Q: 3 clusters Score -6231028 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -6231023.500000 Penalty: 1048.349854
	Iteration 24Q: 3 clusters Score -6231024 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -6230837.500000 Penalty: 1048.349854
	Iteration 25Q: 3 clusters Score -6230838 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -6230688.000000 Penalty: 1048.349854
	Iteration 26Q: 3 clusters Score -6230688 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -6230734.500000 Penalty: 1048.349854
	Iteration 27Q: 3 clusters Score -6230734 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -6230599.500000 Penalty: 1048.349854
	Iteration 28Q: 3 clusters Score -6230600 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -6230530.500000 Penalty: 1048.349854
	Iteration 29Q: 3 clusters Score -6230530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -6230546.500000 Penalty: 1048.349854
	Iteration 30Q: 3 clusters Score -6230546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -6230523.000000 Penalty: 1048.349854
	Iteration 31Q: 3 clusters Score -6230523 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -6230478.500000 Penalty: 1048.349854
	Iteration 32Q: 3 clusters Score -6230478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -6230470.500000 Penalty: 1048.349854
	Iteration 33Q: 3 clusters Score -6230470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -6230437.000000 Penalty: 1048.349854
	Iteration 34Q: 3 clusters Score -6230437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -6230429.000000 Penalty: 1048.349854
	Iteration 35Q: 3 clusters Score -6230429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -6230423.500000 Penalty: 1048.349854
	Iteration 36Q: 3 clusters Score -6230424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -6230431.000000 Penalty: 1048.349854
	Iteration 37Q: 3 clusters Score -6230431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -6230429.000000 Penalty: 1048.349854
	Iteration 38Q: 3 clusters Score -6230429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -6230440.000000 Penalty: 1048.349854
	Iteration 39Q: 3 clusters Score -6230440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -6230428.500000 Penalty: 1048.349854
	Iteration 40F: 3 clusters Score -6230428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -6230450.500000 Penalty: 1048.349854
	Iteration 41Q: 3 clusters Score -6230450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -6230430.500000 Penalty: 1048.349854
	Iteration 42Q: 3 clusters Score -6230430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -6230418.000000 Penalty: 1048.349854
	Iteration 43Q: 3 clusters Score -6230418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -6230412.000000 Penalty: 1048.349854
	Iteration 44Q: 3 clusters Score -6230412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -6230402.500000 Penalty: 1048.349854
	Iteration 45Q: 3 clusters Score -6230402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -6230408.500000 Penalty: 1048.349854
	Iteration 46Q: 3 clusters Score -6230408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -6230417.500000 Penalty: 1048.349854
	Iteration 47Q: 3 clusters Score -6230418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -6230421.500000 Penalty: 1048.349854
	Iteration 48Q: 3 clusters Score -6230422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -6230424.000000 Penalty: 1048.349854
	Iteration 49Q: 3 clusters Score -6230424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -6230423.000000 Penalty: 1048.349854
	Iteration 50Q: 3 clusters Score -6230423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -6230423.500000 Penalty: 1048.349854
	Iteration 51Q: 3 clusters Score -6230424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -6230422.500000 Penalty: 1048.349854
	Iteration 52Q: 3 clusters Score -6230422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -6230427.000000 Penalty: 1048.349854
	Iteration 53Q: 3 clusters Score -6230427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -6230427.000000 Penalty: 1048.349854
	Iteration 54F: 3 clusters Score -6230427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -78816.210938 Penalty: 325.570526
	Iteration 0F: 2 clusters Score -78816.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -77857.062500 Penalty: 651.141052
	Iteration 0F: 3 clusters Score -77857.06 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -78134.554688 Penalty: 651.141052
	Iteration 1F: 3 clusters Score -78134.55 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -78219.226562 Penalty: 651.141052
	Iteration 2F: 3 clusters Score -78219.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -78284.250000 Penalty: 651.141052
	Iteration 3F: 3 clusters Score -78284.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78328.851562 Penalty: 651.141052
	Iteration 4F: 3 clusters Score -78328.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -78369.484375 Penalty: 651.141052
	Iteration 5Q: 3 clusters Score -78369.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -78407.882812 Penalty: 651.141052
	Iteration 6Q: 3 clusters Score -78407.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -78444.429688 Penalty: 651.141052
	Iteration 7Q: 3 clusters Score -78444.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -78470.734375 Penalty: 651.141052
	Iteration 8Q: 3 clusters Score -78470.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78483.171875 Penalty: 651.141052
	Iteration 9Q: 3 clusters Score -78483.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78492.476562 Penalty: 651.141052
	Iteration 10Q: 3 clusters Score -78492.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -78498.093750 Penalty: 651.141052
	Iteration 11Q: 3 clusters Score -78498.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -78507.539062 Penalty: 651.141052
	Iteration 12Q: 3 clusters Score -78507.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -78514.179688 Penalty: 651.141052
	Iteration 13Q: 3 clusters Score -78514.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -78522.265625 Penalty: 651.141052
	Iteration 14Q: 3 clusters Score -78522.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -78525.921875 Penalty: 651.141052
	Iteration 15Q: 3 clusters Score -78525.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -78528.531250 Penalty: 651.141052
	Iteration 16Q: 3 clusters Score -78528.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -78529.968750 Penalty: 651.141052
	Iteration 17Q: 3 clusters Score -78529.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -78531.031250 Penalty: 651.141052
	Iteration 18Q: 3 clusters Score -78531.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -78533.218750 Penalty: 651.141052
	Iteration 19Q: 3 clusters Score -78533.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -78538.515625 Penalty: 651.141052
	Iteration 20F: 3 clusters Score -78538.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78541.750000 Penalty: 651.141052
	Iteration 21Q: 3 clusters Score -78541.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -78545.289062 Penalty: 651.141052
	Iteration 22Q: 3 clusters Score -78545.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -78547.132812 Penalty: 651.141052
	Iteration 23Q: 3 clusters Score -78547.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78548.882812 Penalty: 651.141052
	Iteration 24Q: 3 clusters Score -78548.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -78551.312500 Penalty: 651.141052
	Iteration 25Q: 3 clusters Score -78551.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -78552.453125 Penalty: 651.141052
	Iteration 26Q: 3 clusters Score -78552.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -78552.453125 Penalty: 651.141052
	Iteration 27F: 3 clusters Score -78552.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Entering Unmasked Estep 
Score: -2790390.750000 Penalty: 484.545227
	Iteration 0F: 2 clusters Score -2790391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2762697.250000 Penalty: 969.090454
	Iteration 0F: 3 clusters Score -2762697 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2774840.500000 Penalty: 969.090454
	Iteration 1F: 3 clusters Score -2774840 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2775476.000000 Penalty: 969.090454
	Iteration 2Q: 3 clusters Score -2775476 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2776595.250000 Penalty: 969.090454
	Iteration 3Q: 3 clusters Score -2776595 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2778536.000000 Penalty: 969.090454
	Iteration 4F: 3 clusters Score -2778536 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2781081.250000 Penalty: 969.090454
	Iteration 5F: 3 clusters Score -2781081 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2782613.750000 Penalty: 969.090454
	Iteration 6F: 3 clusters Score -2782614 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2783012.000000 Penalty: 969.090454
	Iteration 7Q: 3 clusters Score -2783012 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2783082.750000 Penalty: 969.090454
	Iteration 8Q: 3 clusters Score -2783083 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2783094.500000 Penalty: 969.090454
	Iteration 9Q: 3 clusters Score -2783094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2783112.000000 Penalty: 969.090454
	Iteration 10Q: 3 clusters Score -2783112 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2783121.000000 Penalty: 969.090454
	Iteration 11Q: 3 clusters Score -2783121 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2783121.750000 Penalty: 969.090454
	Iteration 12Q: 3 clusters Score -2783122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2783120.250000 Penalty: 969.090454
	Iteration 13Q: 3 clusters Score -2783120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2783139.750000 Penalty: 969.090454
	Iteration 14Q: 3 clusters Score -2783140 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2783145.000000 Penalty: 969.090454
	Iteration 15Q: 3 clusters Score -2783145 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2783145.750000 Penalty: 969.090454
	Iteration 16Q: 3 clusters Score -2783146 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2783170.500000 Penalty: 969.090454
	Iteration 17Q: 3 clusters Score -2783170 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2783176.500000 Penalty: 969.090454
	Iteration 18Q: 3 clusters Score -2783176 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2783187.000000 Penalty: 969.090454
	Iteration 19Q: 3 clusters Score -2783187 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2783201.000000 Penalty: 969.090454
	Iteration 20F: 3 clusters Score -2783201 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2783214.500000 Penalty: 969.090454
	Iteration 21Q: 3 clusters Score -2783214 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2783234.000000 Penalty: 969.090454
	Iteration 22Q: 3 clusters Score -2783234 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2783239.750000 Penalty: 969.090454
	Iteration 23Q: 3 clusters Score -2783240 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2783255.750000 Penalty: 969.090454
	Iteration 24Q: 3 clusters Score -2783256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2783272.500000 Penalty: 969.090454
	Iteration 25Q: 3 clusters Score -2783272 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2783299.250000 Penalty: 969.090454
	Iteration 26Q: 3 clusters Score -2783299 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2783310.500000 Penalty: 969.090454
	Iteration 27Q: 3 clusters Score -2783310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2783340.000000 Penalty: 969.090454
	Iteration 28Q: 3 clusters Score -2783340 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2783338.000000 Penalty: 969.090454
	Iteration 29Q: 3 clusters Score -2783338 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2783371.750000 Penalty: 969.090454
	Iteration 30Q: 3 clusters Score -2783372 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2783396.500000 Penalty: 969.090454
	Iteration 31Q: 3 clusters Score -2783396 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2783413.750000 Penalty: 969.090454
	Iteration 32Q: 3 clusters Score -2783414 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2783432.500000 Penalty: 969.090454
	Iteration 33Q: 3 clusters Score -2783432 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2783449.750000 Penalty: 969.090454
	Iteration 34Q: 3 clusters Score -2783450 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2783487.000000 Penalty: 969.090454
	Iteration 35Q: 3 clusters Score -2783487 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2783538.500000 Penalty: 969.090454
	Iteration 36Q: 3 clusters Score -2783538 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2783609.500000 Penalty: 969.090454
	Iteration 37Q: 3 clusters Score -2783610 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2783675.750000 Penalty: 969.090454
	Iteration 38Q: 3 clusters Score -2783676 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2783740.250000 Penalty: 969.090454
	Iteration 39Q: 3 clusters Score -2783740 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2783827.250000 Penalty: 969.090454
	Iteration 40F: 3 clusters Score -2783827 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2783890.250000 Penalty: 969.090454
	Iteration 41Q: 3 clusters Score -2783890 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2783979.250000 Penalty: 969.090454
	Iteration 42Q: 3 clusters Score -2783979 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -2784047.750000 Penalty: 969.090454
	Iteration 43Q: 3 clusters Score -2784048 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2784125.000000 Penalty: 969.090454
	Iteration 44Q: 3 clusters Score -2784125 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2784248.000000 Penalty: 969.090454
	Iteration 45Q: 3 clusters Score -2784248 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -2784349.250000 Penalty: 969.090454
	Iteration 46Q: 3 clusters Score -2784349 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -2784451.250000 Penalty: 969.090454
	Iteration 47Q: 3 clusters Score -2784451 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -2784562.750000 Penalty: 969.090454
	Iteration 48Q: 3 clusters Score -2784563 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -2784690.250000 Penalty: 969.090454
	Iteration 49Q: 3 clusters Score -2784690 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -2784791.250000 Penalty: 969.090454
	Iteration 50Q: 3 clusters Score -2784791 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -2784929.500000 Penalty: 969.090454
	Iteration 51Q: 3 clusters Score -2784930 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -2785051.000000 Penalty: 969.090454
	Iteration 52Q: 3 clusters Score -2785051 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -2785170.750000 Penalty: 969.090454
	Iteration 53Q: 3 clusters Score -2785171 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -2785345.500000 Penalty: 969.090454
	Iteration 54Q: 3 clusters Score -2785346 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -2785547.000000 Penalty: 969.090454
	Iteration 55Q: 3 clusters Score -2785547 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -2785753.500000 Penalty: 969.090454
	Iteration 56Q: 3 clusters Score -2785754 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -2786004.250000 Penalty: 969.090454
	Iteration 57Q: 3 clusters Score -2786004 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -2786265.000000 Penalty: 969.090454
	Iteration 58Q: 3 clusters Score -2786265 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -2786545.750000 Penalty: 969.090454
	Iteration 59Q: 3 clusters Score -2786546 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -2786860.500000 Penalty: 969.090454
	Iteration 60F: 3 clusters Score -2786860 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -2787174.750000 Penalty: 969.090454
	Iteration 61Q: 3 clusters Score -2787175 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -2787529.500000 Penalty: 969.090454
	Iteration 62Q: 3 clusters Score -2787530 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -2787900.250000 Penalty: 969.090454
	Iteration 63Q: 3 clusters Score -2787900 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -2788158.000000 Penalty: 969.090454
	Iteration 64Q: 3 clusters Score -2788158 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -2788437.000000 Penalty: 969.090454
	Iteration 65Q: 3 clusters Score -2788437 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -2788777.250000 Penalty: 969.090454
	Iteration 66Q: 3 clusters Score -2788777 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -2789113.000000 Penalty: 969.090454
	Iteration 67Q: 3 clusters Score -2789113 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -2789341.750000 Penalty: 969.090454
	Iteration 68Q: 3 clusters Score -2789342 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -2789567.750000 Penalty: 969.090454
	Iteration 69Q: 3 clusters Score -2789568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -2789730.750000 Penalty: 969.090454
	Iteration 70Q: 3 clusters Score -2789731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -2789831.000000 Penalty: 969.090454
	Iteration 71Q: 3 clusters Score -2789831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -2789885.000000 Penalty: 969.090454
	Iteration 72Q: 3 clusters Score -2789885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -2789911.750000 Penalty: 969.090454
	Iteration 73Q: 3 clusters Score -2789912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -2789917.500000 Penalty: 969.090454
	Iteration 74Q: 3 clusters Score -2789918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -2789929.000000 Penalty: 969.090454
	Iteration 75Q: 3 clusters Score -2789929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -2789938.500000 Penalty: 969.090454
	Iteration 76Q: 3 clusters Score -2789938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -2789941.750000 Penalty: 969.090454
	Iteration 77Q: 3 clusters Score -2789942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -2789943.000000 Penalty: 969.090454
	Iteration 78Q: 3 clusters Score -2789943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -2789944.250000 Penalty: 969.090454
	Iteration 79Q: 3 clusters Score -2789944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -2789944.000000 Penalty: 969.090454
	Iteration 80F: 3 clusters Score -2789944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Entering Unmasked Estep 
Score: -2889349.250000 Penalty: 486.789581
	Iteration 0F: 2 clusters Score -2889349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2861032.250000 Penalty: 973.579163
	Iteration 0F: 3 clusters Score -2861032 nChanged 21288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2873603.000000 Penalty: 973.579163
	Iteration 1F: 3 clusters Score -2873603 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2874343.750000 Penalty: 973.579163
	Iteration 2Q: 3 clusters Score -2874344 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2875338.250000 Penalty: 973.579163
	Iteration 3F: 3 clusters Score -2875338 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2876814.750000 Penalty: 973.579163
	Iteration 4F: 3 clusters Score -2876815 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2878937.250000 Penalty: 973.579163
	Iteration 5F: 3 clusters Score -2878937 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2881216.000000 Penalty: 973.579163
	Iteration 6F: 3 clusters Score -2881216 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2882696.000000 Penalty: 973.579163
	Iteration 7F: 3 clusters Score -2882696 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2883287.750000 Penalty: 973.579163
	Iteration 8Q: 3 clusters Score -2883288 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2883535.000000 Penalty: 973.579163
	Iteration 9Q: 3 clusters Score -2883535 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2883755.750000 Penalty: 973.579163
	Iteration 10Q: 3 clusters Score -2883756 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2883969.500000 Penalty: 973.579163
	Iteration 11Q: 3 clusters Score -2883970 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2884173.500000 Penalty: 973.579163
	Iteration 12Q: 3 clusters Score -2884174 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2884372.750000 Penalty: 973.579163
	Iteration 13Q: 3 clusters Score -2884373 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2884594.000000 Penalty: 973.579163
	Iteration 14Q: 3 clusters Score -2884594 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2884818.750000 Penalty: 973.579163
	Iteration 15Q: 3 clusters Score -2884819 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2885083.500000 Penalty: 973.579163
	Iteration 16Q: 3 clusters Score -2885084 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2885348.500000 Penalty: 973.579163
	Iteration 17Q: 3 clusters Score -2885348 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2885610.750000 Penalty: 973.579163
	Iteration 18Q: 3 clusters Score -2885611 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2885837.250000 Penalty: 973.579163
	Iteration 19Q: 3 clusters Score -2885837 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2886263.750000 Penalty: 973.579163
	Iteration 20F: 3 clusters Score -2886264 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2886695.750000 Penalty: 973.579163
	Iteration 21Q: 3 clusters Score -2886696 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2887094.500000 Penalty: 973.579163
	Iteration 22Q: 3 clusters Score -2887094 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2887533.250000 Penalty: 973.579163
	Iteration 23Q: 3 clusters Score -2887533 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2888004.250000 Penalty: 973.579163
	Iteration 24Q: 3 clusters Score -2888004 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2888321.500000 Penalty: 973.579163
	Iteration 25Q: 3 clusters Score -2888322 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2888574.500000 Penalty: 973.579163
	Iteration 26Q: 3 clusters Score -2888574 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2888760.500000 Penalty: 973.579163
	Iteration 27Q: 3 clusters Score -2888760 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2888880.750000 Penalty: 973.579163
	Iteration 28Q: 3 clusters Score -2888881 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2888918.000000 Penalty: 973.579163
	Iteration 29Q: 3 clusters Score -2888918 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2888966.000000 Penalty: 973.579163
	Iteration 30Q: 3 clusters Score -2888966 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2888988.250000 Penalty: 973.579163
	Iteration 31Q: 3 clusters Score -2888988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2888984.500000 Penalty: 973.579163
	Iteration 32Q: 3 clusters Score -2888984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2888988.250000 Penalty: 973.579163
	Iteration 33Q: 3 clusters Score -2888988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2889003.000000 Penalty: 973.579163
	Iteration 34Q: 3 clusters Score -2889003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2889005.000000 Penalty: 973.579163
	Iteration 35Q: 3 clusters Score -2889005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2889005.500000 Penalty: 973.579163
	Iteration 36Q: 3 clusters Score -2889006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2889006.000000 Penalty: 973.579163
	Iteration 37Q: 3 clusters Score -2889006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2889002.750000 Penalty: 973.579163
	Iteration 38Q: 3 clusters Score -2889003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2889007.500000 Penalty: 973.579163
	Iteration 39Q: 3 clusters Score -2889008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2889010.500000 Penalty: 973.579163
	Iteration 40F: 3 clusters Score -2889010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2889009.750000 Penalty: 973.579163
	Iteration 41Q: 3 clusters Score -2889010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2889011.000000 Penalty: 973.579163
	Iteration 42Q: 3 clusters Score -2889011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2889011.000000 Penalty: 973.579163
	Iteration 43Q: 3 clusters Score -2889011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2889013.500000 Penalty: 973.579163
	Iteration 44Q: 3 clusters Score -2889014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2889017.250000 Penalty: 973.579163
	Iteration 45Q: 3 clusters Score -2889017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2889017.500000 Penalty: 973.579163
	Iteration 46Q: 3 clusters Score -2889018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2889019.250000 Penalty: 973.579163
	Iteration 47Q: 3 clusters Score -2889019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2889019.500000 Penalty: 973.579163
	Iteration 48Q: 3 clusters Score -2889020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2889018.750000 Penalty: 973.579163
	Iteration 49Q: 3 clusters Score -2889019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2889022.000000 Penalty: 973.579163
	Iteration 50Q: 3 clusters Score -2889022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2889022.000000 Penalty: 973.579163
	Iteration 51Q: 3 clusters Score -2889022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2889022.000000 Penalty: 973.579163
	Iteration 52F: 3 clusters Score -2889022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Entering Unmasked Estep 
Score: -831471.000000 Penalty: 433.540253
	Iteration 0F: 2 clusters Score -831471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -822259.562500 Penalty: 867.080505
	Iteration 0F: 3 clusters Score -822259.6 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -826169.562500 Penalty: 867.080505
	Iteration 1F: 3 clusters Score -826169.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -826544.437500 Penalty: 867.080505
	Iteration 2F: 3 clusters Score -826544.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -826994.562500 Penalty: 867.080505
	Iteration 3F: 3 clusters Score -826994.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -827589.437500 Penalty: 867.080505
	Iteration 4F: 3 clusters Score -827589.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -828265.187500 Penalty: 867.080505
	Iteration 5F: 3 clusters Score -828265.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -828958.562500 Penalty: 867.080505
	Iteration 6F: 3 clusters Score -828958.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -829590.437500 Penalty: 867.080505
	Iteration 7F: 3 clusters Score -829590.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -830080.312500 Penalty: 867.080505
	Iteration 8Q: 3 clusters Score -830080.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -830440.875000 Penalty: 867.080505
	Iteration 9Q: 3 clusters Score -830440.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -830695.562500 Penalty: 867.080505
	Iteration 10Q: 3 clusters Score -830695.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -830825.250000 Penalty: 867.080505
	Iteration 11Q: 3 clusters Score -830825.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -830929.375000 Penalty: 867.080505
	Iteration 12Q: 3 clusters Score -830929.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -830985.000000 Penalty: 867.080505
	Iteration 13Q: 3 clusters Score -830985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -831021.375000 Penalty: 867.080505
	Iteration 14Q: 3 clusters Score -831021.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -831048.750000 Penalty: 867.080505
	Iteration 15Q: 3 clusters Score -831048.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -831070.625000 Penalty: 867.080505
	Iteration 16Q: 3 clusters Score -831070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -831077.687500 Penalty: 867.080505
	Iteration 17Q: 3 clusters Score -831077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -831079.625000 Penalty: 867.080505
	Iteration 18Q: 3 clusters Score -831079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -831079.562500 Penalty: 867.080505
	Iteration 19Q: 3 clusters Score -831079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -831081.812500 Penalty: 867.080505
	Iteration 20F: 3 clusters Score -831081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -831086.312500 Penalty: 867.080505
	Iteration 21Q: 3 clusters Score -831086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -831087.250000 Penalty: 867.080505
	Iteration 22Q: 3 clusters Score -831087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -831087.062500 Penalty: 867.080505
	Iteration 23Q: 3 clusters Score -831087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -831087.062500 Penalty: 867.080505
	Iteration 24F: 3 clusters Score -831087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -200398.281250 Penalty: 371.717682
	Iteration 0F: 2 clusters Score -200398.3 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 1747 members 
Entering Unmasked Estep 
Score: -198009.625000 Penalty: 743.435364
	Iteration 0F: 3 clusters Score -198009.6 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -198883.500000 Penalty: 743.435364
	Iteration 1F: 3 clusters Score -198883.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -199059.609375 Penalty: 743.435364
	Iteration 2F: 3 clusters Score -199059.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -199239.093750 Penalty: 743.435364
	Iteration 3F: 3 clusters Score -199239.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -199404.765625 Penalty: 743.435364
	Iteration 4F: 3 clusters Score -199404.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -199578.156250 Penalty: 743.435364
	Iteration 5F: 3 clusters Score -199578.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -199715.875000 Penalty: 743.435364
	Iteration 6F: 3 clusters Score -199715.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -199792.937500 Penalty: 743.435364
	Iteration 7Q: 3 clusters Score -199792.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -199832.593750 Penalty: 743.435364
	Iteration 8Q: 3 clusters Score -199832.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -199867.484375 Penalty: 743.435364
	Iteration 9Q: 3 clusters Score -199867.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -199889.015625 Penalty: 743.435364
	Iteration 10Q: 3 clusters Score -199889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -199901.968750 Penalty: 743.435364
	Iteration 11Q: 3 clusters Score -199902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -199913.046875 Penalty: 743.435364
	Iteration 12Q: 3 clusters Score -199913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -199923.406250 Penalty: 743.435364
	Iteration 13Q: 3 clusters Score -199923.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -199931.312500 Penalty: 743.435364
	Iteration 14Q: 3 clusters Score -199931.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -199938.875000 Penalty: 743.435364
	Iteration 15Q: 3 clusters Score -199938.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -199942.562500 Penalty: 743.435364
	Iteration 16Q: 3 clusters Score -199942.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -199945.218750 Penalty: 743.435364
	Iteration 17Q: 3 clusters Score -199945.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -199947.515625 Penalty: 743.435364
	Iteration 18Q: 3 clusters Score -199947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -199948.312500 Penalty: 743.435364
	Iteration 19Q: 3 clusters Score -199948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -199948.875000 Penalty: 743.435364
	Iteration 20F: 3 clusters Score -199948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -199949.328125 Penalty: 743.435364
	Iteration 21Q: 3 clusters Score -199949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -199949.453125 Penalty: 743.435364
	Iteration 22Q: 3 clusters Score -199949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -199950.171875 Penalty: 743.435364
	Iteration 23Q: 3 clusters Score -199950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -199950.187500 Penalty: 743.435364
	Iteration 24Q: 3 clusters Score -199950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -199950.296875 Penalty: 743.435364
	Iteration 25Q: 3 clusters Score -199950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -199950.968750 Penalty: 743.435364
	Iteration 26Q: 3 clusters Score -199951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -199951.625000 Penalty: 743.435364
	Iteration 27Q: 3 clusters Score -199951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -199952.015625 Penalty: 743.435364
	Iteration 28Q: 3 clusters Score -199952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -199952.015625 Penalty: 743.435364
	Iteration 29F: 3 clusters Score -199952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -131157.031250 Penalty: 350.011932
	Iteration 0F: 2 clusters Score -131157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -129596.148438 Penalty: 700.023865
	Iteration 0F: 3 clusters Score -129596.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -130151.156250 Penalty: 700.023865
	Iteration 1F: 3 clusters Score -130151.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -130251.523438 Penalty: 700.023865
	Iteration 2F: 3 clusters Score -130251.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -130347.906250 Penalty: 700.023865
	Iteration 3F: 3 clusters Score -130347.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -130435.023438 Penalty: 700.023865
	Iteration 4F: 3 clusters Score -130435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -130495.421875 Penalty: 700.023865
	Iteration 5Q: 3 clusters Score -130495.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -130559.765625 Penalty: 700.023865
	Iteration 6Q: 3 clusters Score -130559.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -130610.265625 Penalty: 700.023865
	Iteration 7Q: 3 clusters Score -130610.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -130646.015625 Penalty: 700.023865
	Iteration 8Q: 3 clusters Score -130646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -130682.664062 Penalty: 700.023865
	Iteration 9Q: 3 clusters Score -130682.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -130708.914062 Penalty: 700.023865
	Iteration 10Q: 3 clusters Score -130708.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -130736.617188 Penalty: 700.023865
	Iteration 11Q: 3 clusters Score -130736.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -130765.125000 Penalty: 700.023865
	Iteration 12Q: 3 clusters Score -130765.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -130795.734375 Penalty: 700.023865
	Iteration 13Q: 3 clusters Score -130795.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -130814.898438 Penalty: 700.023865
	Iteration 14Q: 3 clusters Score -130814.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -130830.539062 Penalty: 700.023865
	Iteration 15Q: 3 clusters Score -130830.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -130845.328125 Penalty: 700.023865
	Iteration 16Q: 3 clusters Score -130845.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -130853.273438 Penalty: 700.023865
	Iteration 17Q: 3 clusters Score -130853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -130860.289062 Penalty: 700.023865
	Iteration 18Q: 3 clusters Score -130860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -130865.437500 Penalty: 700.023865
	Iteration 19Q: 3 clusters Score -130865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -130868.781250 Penalty: 700.023865
	Iteration 20F: 3 clusters Score -130868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -130868.945312 Penalty: 700.023865
	Iteration 21Q: 3 clusters Score -130868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -130869.257812 Penalty: 700.023865
	Iteration 22Q: 3 clusters Score -130869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -130869.570312 Penalty: 700.023865
	Iteration 23Q: 3 clusters Score -130869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -130869.875000 Penalty: 700.023865
	Iteration 24Q: 3 clusters Score -130869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -130869.875000 Penalty: 700.023865
	Iteration 25F: 3 clusters Score -130869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -107736.281250 Penalty: 338.070190
	Iteration 0F: 2 clusters Score -107736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -106524.507812 Penalty: 676.140381
	Iteration 0F: 3 clusters Score -106524.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -106926.257812 Penalty: 676.140381
	Iteration 1F: 3 clusters Score -106926.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107004.484375 Penalty: 676.140381
	Iteration 2F: 3 clusters Score -107004.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107055.054688 Penalty: 676.140381
	Iteration 3F: 3 clusters Score -107055.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107085.093750 Penalty: 676.140381
	Iteration 4Q: 3 clusters Score -107085.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107114.289062 Penalty: 676.140381
	Iteration 5Q: 3 clusters Score -107114.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107156.500000 Penalty: 676.140381
	Iteration 6Q: 3 clusters Score -107156.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107197.828125 Penalty: 676.140381
	Iteration 7Q: 3 clusters Score -107197.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107232.445312 Penalty: 676.140381
	Iteration 8Q: 3 clusters Score -107232.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107261.773438 Penalty: 676.140381
	Iteration 9Q: 3 clusters Score -107261.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107293.851562 Penalty: 676.140381
	Iteration 10Q: 3 clusters Score -107293.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107333.242188 Penalty: 676.140381
	Iteration 11Q: 3 clusters Score -107333.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107358.867188 Penalty: 676.140381
	Iteration 12Q: 3 clusters Score -107358.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -107378.343750 Penalty: 676.140381
	Iteration 13Q: 3 clusters Score -107378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -107391.789062 Penalty: 676.140381
	Iteration 14Q: 3 clusters Score -107391.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -107403.781250 Penalty: 676.140381
	Iteration 15Q: 3 clusters Score -107403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -107420.375000 Penalty: 676.140381
	Iteration 16Q: 3 clusters Score -107420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -107438.148438 Penalty: 676.140381
	Iteration 17Q: 3 clusters Score -107438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -107451.414062 Penalty: 676.140381
	Iteration 18Q: 3 clusters Score -107451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -107457.570312 Penalty: 676.140381
	Iteration 19Q: 3 clusters Score -107457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -107459.000000 Penalty: 676.140381
	Iteration 20F: 3 clusters Score -107459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -107459.921875 Penalty: 676.140381
	Iteration 21Q: 3 clusters Score -107459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -107460.109375 Penalty: 676.140381
	Iteration 22Q: 3 clusters Score -107460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -107460.492188 Penalty: 676.140381
	Iteration 23Q: 3 clusters Score -107460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -107461.265625 Penalty: 676.140381
	Iteration 24Q: 3 clusters Score -107461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -107462.882812 Penalty: 676.140381
	Iteration 25Q: 3 clusters Score -107462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -107464.015625 Penalty: 676.140381
	Iteration 26Q: 3 clusters Score -107464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -107465.710938 Penalty: 676.140381
	Iteration 27Q: 3 clusters Score -107465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -107467.125000 Penalty: 676.140381
	Iteration 28Q: 3 clusters Score -107467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -107467.710938 Penalty: 676.140381
	Iteration 29Q: 3 clusters Score -107467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -107469.703125 Penalty: 676.140381
	Iteration 30Q: 3 clusters Score -107469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -107470.742188 Penalty: 676.140381
	Iteration 31Q: 3 clusters Score -107470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -107471.023438 Penalty: 676.140381
	Iteration 32Q: 3 clusters Score -107471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -107471.023438 Penalty: 676.140381
	Iteration 33F: 3 clusters Score -107471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -38825.789062 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -38825.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38224.378906 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -38224.38 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38425.390625 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -38425.39 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38517.414062 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -38517.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -38608.476562 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -38608.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38664.648438 Penalty: 595.102356
	Iteration 4F: 3 clusters Score -38664.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38689.175781 Penalty: 595.102356
	Iteration 5Q: 3 clusters Score -38689.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -38708.105469 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -38708.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -38714.695312 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -38714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -38718.042969 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -38718.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -38719.554688 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -38719.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -38720.019531 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -38720.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -38720.597656 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -38720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38720.964844 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -38720.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38720.964844 Penalty: 595.102356
	Iteration 13F: 3 clusters Score -38720.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -60559.351562 Penalty: 316.479462
	Iteration 0F: 2 clusters Score -60559.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59719.230469 Penalty: 632.958923
	Iteration 0F: 3 clusters Score -59719.23 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -59964.894531 Penalty: 632.958923
	Iteration 1F: 3 clusters Score -59964.89 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60026.683594 Penalty: 632.958923
	Iteration 2F: 3 clusters Score -60026.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60074.976562 Penalty: 632.958923
	Iteration 3F: 3 clusters Score -60074.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -60123.992188 Penalty: 632.958923
	Iteration 4F: 3 clusters Score -60123.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60155.640625 Penalty: 632.958923
	Iteration 5Q: 3 clusters Score -60155.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60176.855469 Penalty: 632.958923
	Iteration 6Q: 3 clusters Score -60176.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60198.398438 Penalty: 632.958923
	Iteration 7Q: 3 clusters Score -60198.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60217.917969 Penalty: 632.958923
	Iteration 8Q: 3 clusters Score -60217.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60231.949219 Penalty: 632.958923
	Iteration 9Q: 3 clusters Score -60231.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60244.054688 Penalty: 632.958923
	Iteration 10Q: 3 clusters Score -60244.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60255.789062 Penalty: 632.958923
	Iteration 11Q: 3 clusters Score -60255.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60274.246094 Penalty: 632.958923
	Iteration 12Q: 3 clusters Score -60274.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60294.750000 Penalty: 632.958923
	Iteration 13Q: 3 clusters Score -60294.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60302.488281 Penalty: 632.958923
	Iteration 14Q: 3 clusters Score -60302.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60313.035156 Penalty: 632.958923
	Iteration 15Q: 3 clusters Score -60313.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60320.601562 Penalty: 632.958923
	Iteration 16Q: 3 clusters Score -60320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60328.343750 Penalty: 632.958923
	Iteration 17Q: 3 clusters Score -60328.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60335.339844 Penalty: 632.958923
	Iteration 18Q: 3 clusters Score -60335.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60338.753906 Penalty: 632.958923
	Iteration 19Q: 3 clusters Score -60338.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60339.562500 Penalty: 632.958923
	Iteration 20F: 3 clusters Score -60339.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60340.671875 Penalty: 632.958923
	Iteration 21Q: 3 clusters Score -60340.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60341.867188 Penalty: 632.958923
	Iteration 22Q: 3 clusters Score -60341.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60342.257812 Penalty: 632.958923
	Iteration 23Q: 3 clusters Score -60342.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60342.257812 Penalty: 632.958923
	Iteration 24F: 3 clusters Score -60342.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -134010.390625 Penalty: 349.173950
	Iteration 0F: 2 clusters Score -134010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -132463.125000 Penalty: 698.347900
	Iteration 0F: 3 clusters Score -132463.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -132895.109375 Penalty: 698.347900
	Iteration 1F: 3 clusters Score -132895.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -132956.421875 Penalty: 698.347900
	Iteration 2F: 3 clusters Score -132956.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -133008.890625 Penalty: 698.347900
	Iteration 3F: 3 clusters Score -133008.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -133057.093750 Penalty: 698.347900
	Iteration 4Q: 3 clusters Score -133057.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -133101.390625 Penalty: 698.347900
	Iteration 5Q: 3 clusters Score -133101.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133134.562500 Penalty: 698.347900
	Iteration 6Q: 3 clusters Score -133134.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -133168.828125 Penalty: 698.347900
	Iteration 7Q: 3 clusters Score -133168.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133208.234375 Penalty: 698.347900
	Iteration 8Q: 3 clusters Score -133208.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133260.890625 Penalty: 698.347900
	Iteration 9Q: 3 clusters Score -133260.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133318.671875 Penalty: 698.347900
	Iteration 10Q: 3 clusters Score -133318.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133377.687500 Penalty: 698.347900
	Iteration 11Q: 3 clusters Score -133377.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133429.109375 Penalty: 698.347900
	Iteration 12Q: 3 clusters Score -133429.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -133490.953125 Penalty: 698.347900
	Iteration 13Q: 3 clusters Score -133491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133536.718750 Penalty: 698.347900
	Iteration 14Q: 3 clusters Score -133536.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -133579.843750 Penalty: 698.347900
	Iteration 15Q: 3 clusters Score -133579.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -133625.796875 Penalty: 698.347900
	Iteration 16Q: 3 clusters Score -133625.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -133655.500000 Penalty: 698.347900
	Iteration 17Q: 3 clusters Score -133655.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -133670.000000 Penalty: 698.347900
	Iteration 18Q: 3 clusters Score -133670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -133684.687500 Penalty: 698.347900
	Iteration 19Q: 3 clusters Score -133684.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -133697.328125 Penalty: 698.347900
	Iteration 20F: 3 clusters Score -133697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -133700.234375 Penalty: 698.347900
	Iteration 21Q: 3 clusters Score -133700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -133702.390625 Penalty: 698.347900
	Iteration 22Q: 3 clusters Score -133702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -133704.218750 Penalty: 698.347900
	Iteration 23Q: 3 clusters Score -133704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -133704.890625 Penalty: 698.347900
	Iteration 24Q: 3 clusters Score -133704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -133707.281250 Penalty: 698.347900
	Iteration 25Q: 3 clusters Score -133707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -133708.328125 Penalty: 698.347900
	Iteration 26Q: 3 clusters Score -133708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -133709.718750 Penalty: 698.347900
	Iteration 27Q: 3 clusters Score -133709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -133709.718750 Penalty: 698.347900
	Iteration 28F: 3 clusters Score -133709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Entering Unmasked Estep 
Score: -1293671.750000 Penalty: 453.212677
	Iteration 0F: 2 clusters Score -1293672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1279524.625000 Penalty: 906.425354
	Iteration 0F: 3 clusters Score -1279525 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1285549.375000 Penalty: 906.425354
	Iteration 1F: 3 clusters Score -1285549 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1285969.875000 Penalty: 906.425354
	Iteration 2Q: 3 clusters Score -1285970 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1286676.625000 Penalty: 906.425354
	Iteration 3F: 3 clusters Score -1286677 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1287778.375000 Penalty: 906.425354
	Iteration 4F: 3 clusters Score -1287778 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1289185.250000 Penalty: 906.425354
	Iteration 5F: 3 clusters Score -1289185 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1290296.750000 Penalty: 906.425354
	Iteration 6F: 3 clusters Score -1290297 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1290839.500000 Penalty: 906.425354
	Iteration 7Q: 3 clusters Score -1290840 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1291043.250000 Penalty: 906.425354
	Iteration 8Q: 3 clusters Score -1291043 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1291181.125000 Penalty: 906.425354
	Iteration 9Q: 3 clusters Score -1291181 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1291305.250000 Penalty: 906.425354
	Iteration 10Q: 3 clusters Score -1291305 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1291442.750000 Penalty: 906.425354
	Iteration 11Q: 3 clusters Score -1291443 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1291644.000000 Penalty: 906.425354
	Iteration 12Q: 3 clusters Score -1291644 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1291862.125000 Penalty: 906.425354
	Iteration 13Q: 3 clusters Score -1291862 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1292121.375000 Penalty: 906.425354
	Iteration 14Q: 3 clusters Score -1292121 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1292387.500000 Penalty: 906.425354
	Iteration 15Q: 3 clusters Score -1292388 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1292603.250000 Penalty: 906.425354
	Iteration 16Q: 3 clusters Score -1292603 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1292791.375000 Penalty: 906.425354
	Iteration 17Q: 3 clusters Score -1292791 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1292917.250000 Penalty: 906.425354
	Iteration 18Q: 3 clusters Score -1292917 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1293017.250000 Penalty: 906.425354
	Iteration 19Q: 3 clusters Score -1293017 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1293097.375000 Penalty: 906.425354
	Iteration 20F: 3 clusters Score -1293097 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1293158.625000 Penalty: 906.425354
	Iteration 21Q: 3 clusters Score -1293159 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1293205.125000 Penalty: 906.425354
	Iteration 22Q: 3 clusters Score -1293205 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1293241.000000 Penalty: 906.425354
	Iteration 23Q: 3 clusters Score -1293241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1293259.500000 Penalty: 906.425354
	Iteration 24Q: 3 clusters Score -1293260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1293276.000000 Penalty: 906.425354
	Iteration 25Q: 3 clusters Score -1293276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1293281.250000 Penalty: 906.425354
	Iteration 26Q: 3 clusters Score -1293281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1293284.250000 Penalty: 906.425354
	Iteration 27Q: 3 clusters Score -1293284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1293292.125000 Penalty: 906.425354
	Iteration 28Q: 3 clusters Score -1293292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1293296.125000 Penalty: 906.425354
	Iteration 29Q: 3 clusters Score -1293296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1293296.000000 Penalty: 906.425354
	Iteration 30Q: 3 clusters Score -1293296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1293298.875000 Penalty: 906.425354
	Iteration 31Q: 3 clusters Score -1293299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1293296.250000 Penalty: 906.425354
	Iteration 32Q: 3 clusters Score -1293296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1293300.625000 Penalty: 906.425354
	Iteration 33Q: 3 clusters Score -1293301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1293298.750000 Penalty: 906.425354
	Iteration 34Q: 3 clusters Score -1293299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1293300.625000 Penalty: 906.425354
	Iteration 35Q: 3 clusters Score -1293301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1293300.000000 Penalty: 906.425354
	Iteration 36Q: 3 clusters Score -1293300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1293299.125000 Penalty: 906.425354
	Iteration 37Q: 3 clusters Score -1293299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1293299.000000 Penalty: 906.425354
	Iteration 38Q: 3 clusters Score -1293299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1293299.750000 Penalty: 906.425354
	Iteration 39Q: 3 clusters Score -1293300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1293299.875000 Penalty: 906.425354
	Iteration 40F: 3 clusters Score -1293300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1293301.250000 Penalty: 906.425354
	Iteration 41Q: 3 clusters Score -1293301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1293302.125000 Penalty: 906.425354
	Iteration 42Q: 3 clusters Score -1293302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1293302.750000 Penalty: 906.425354
	Iteration 43Q: 3 clusters Score -1293303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1293303.000000 Penalty: 906.425354
	Iteration 44Q: 3 clusters Score -1293303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1293306.125000 Penalty: 906.425354
	Iteration 45Q: 3 clusters Score -1293306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1293305.000000 Penalty: 906.425354
	Iteration 46Q: 3 clusters Score -1293305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1293308.500000 Penalty: 906.425354
	Iteration 47Q: 3 clusters Score -1293308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1293310.375000 Penalty: 906.425354
	Iteration 48Q: 3 clusters Score -1293310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1293308.250000 Penalty: 906.425354
	Iteration 49Q: 3 clusters Score -1293308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1293307.875000 Penalty: 906.425354
	Iteration 50Q: 3 clusters Score -1293308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1293310.750000 Penalty: 906.425354
	Iteration 51Q: 3 clusters Score -1293311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1293311.625000 Penalty: 906.425354
	Iteration 52Q: 3 clusters Score -1293312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1293310.750000 Penalty: 906.425354
	Iteration 53Q: 3 clusters Score -1293311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1293311.750000 Penalty: 906.425354
	Iteration 54Q: 3 clusters Score -1293312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1293314.250000 Penalty: 906.425354
	Iteration 55Q: 3 clusters Score -1293314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1293308.625000 Penalty: 906.425354
	Iteration 56Q: 3 clusters Score -1293309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1293311.500000 Penalty: 906.425354
	Iteration 57Q: 3 clusters Score -1293312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1293312.125000 Penalty: 906.425354
	Iteration 58Q: 3 clusters Score -1293312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1293311.375000 Penalty: 906.425354
	Iteration 59Q: 3 clusters Score -1293311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1293314.125000 Penalty: 906.425354
	Iteration 60F: 3 clusters Score -1293314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1293314.250000 Penalty: 906.425354
	Iteration 61Q: 3 clusters Score -1293314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1293311.500000 Penalty: 906.425354
	Iteration 62Q: 3 clusters Score -1293312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1293316.125000 Penalty: 906.425354
	Iteration 63Q: 3 clusters Score -1293316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1293315.125000 Penalty: 906.425354
	Iteration 64Q: 3 clusters Score -1293315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1293316.500000 Penalty: 906.425354
	Iteration 65Q: 3 clusters Score -1293316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1293315.875000 Penalty: 906.425354
	Iteration 66Q: 3 clusters Score -1293316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1293316.250000 Penalty: 906.425354
	Iteration 67Q: 3 clusters Score -1293316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1293316.250000 Penalty: 906.425354
	Iteration 68Q: 3 clusters Score -1293316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1293318.375000 Penalty: 906.425354
	Iteration 69Q: 3 clusters Score -1293318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1293316.500000 Penalty: 906.425354
	Iteration 70Q: 3 clusters Score -1293316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1293317.750000 Penalty: 906.425354
	Iteration 71Q: 3 clusters Score -1293318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1293318.125000 Penalty: 906.425354
	Iteration 72Q: 3 clusters Score -1293318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1293317.625000 Penalty: 906.425354
	Iteration 73Q: 3 clusters Score -1293318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1293317.625000 Penalty: 906.425354
	Iteration 74F: 3 clusters Score -1293318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Entering Unmasked Estep 
Score: -1927969.375000 Penalty: 467.877380
	Iteration 0F: 2 clusters Score -1927969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1909195.125000 Penalty: 935.754761
	Iteration 0F: 3 clusters Score -1909195 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1918995.250000 Penalty: 935.754761
	Iteration 1F: 3 clusters Score -1918995 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1921023.500000 Penalty: 935.754761
	Iteration 2F: 3 clusters Score -1921024 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -1923405.875000 Penalty: 935.754761
	Iteration 3F: 3 clusters Score -1923406 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -1925406.500000 Penalty: 935.754761
	Iteration 4F: 3 clusters Score -1925406 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1926284.000000 Penalty: 935.754761
	Iteration 5Q: 3 clusters Score -1926284 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -1926623.500000 Penalty: 935.754761
	Iteration 6Q: 3 clusters Score -1926624 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1926806.500000 Penalty: 935.754761
	Iteration 7Q: 3 clusters Score -1926806 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -1926932.000000 Penalty: 935.754761
	Iteration 8Q: 3 clusters Score -1926932 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -1927019.125000 Penalty: 935.754761
	Iteration 9Q: 3 clusters Score -1927019 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -1927093.000000 Penalty: 935.754761
	Iteration 10Q: 3 clusters Score -1927093 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -1927161.250000 Penalty: 935.754761
	Iteration 11Q: 3 clusters Score -1927161 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -1927241.750000 Penalty: 935.754761
	Iteration 12Q: 3 clusters Score -1927242 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -1927305.125000 Penalty: 935.754761
	Iteration 13Q: 3 clusters Score -1927305 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -1927377.625000 Penalty: 935.754761
	Iteration 14Q: 3 clusters Score -1927378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -1927416.750000 Penalty: 935.754761
	Iteration 15Q: 3 clusters Score -1927417 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -1927473.625000 Penalty: 935.754761
	Iteration 16Q: 3 clusters Score -1927474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -1927508.000000 Penalty: 935.754761
	Iteration 17Q: 3 clusters Score -1927508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -1927533.625000 Penalty: 935.754761
	Iteration 18Q: 3 clusters Score -1927534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -1927544.750000 Penalty: 935.754761
	Iteration 19Q: 3 clusters Score -1927545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -1927556.500000 Penalty: 935.754761
	Iteration 20F: 3 clusters Score -1927556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -1927575.250000 Penalty: 935.754761
	Iteration 21Q: 3 clusters Score -1927575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -1927587.000000 Penalty: 935.754761
	Iteration 22Q: 3 clusters Score -1927587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -1927596.375000 Penalty: 935.754761
	Iteration 23Q: 3 clusters Score -1927596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -1927605.500000 Penalty: 935.754761
	Iteration 24Q: 3 clusters Score -1927606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -1927611.375000 Penalty: 935.754761
	Iteration 25Q: 3 clusters Score -1927611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -1927616.500000 Penalty: 935.754761
	Iteration 26Q: 3 clusters Score -1927616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -1927623.500000 Penalty: 935.754761
	Iteration 27Q: 3 clusters Score -1927624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -1927624.000000 Penalty: 935.754761
	Iteration 28Q: 3 clusters Score -1927624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -1927625.000000 Penalty: 935.754761
	Iteration 29Q: 3 clusters Score -1927625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1927629.750000 Penalty: 935.754761
	Iteration 30Q: 3 clusters Score -1927630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1927642.125000 Penalty: 935.754761
	Iteration 31Q: 3 clusters Score -1927642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -1927644.000000 Penalty: 935.754761
	Iteration 32Q: 3 clusters Score -1927644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -1927648.375000 Penalty: 935.754761
	Iteration 33Q: 3 clusters Score -1927648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -1927652.125000 Penalty: 935.754761
	Iteration 34Q: 3 clusters Score -1927652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -1927653.375000 Penalty: 935.754761
	Iteration 35Q: 3 clusters Score -1927653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -1927659.500000 Penalty: 935.754761
	Iteration 36Q: 3 clusters Score -1927660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -1927665.000000 Penalty: 935.754761
	Iteration 37Q: 3 clusters Score -1927665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -1927668.500000 Penalty: 935.754761
	Iteration 38Q: 3 clusters Score -1927668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -1927671.750000 Penalty: 935.754761
	Iteration 39Q: 3 clusters Score -1927672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -1927673.000000 Penalty: 935.754761
	Iteration 40F: 3 clusters Score -1927673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -1927674.250000 Penalty: 935.754761
	Iteration 41Q: 3 clusters Score -1927674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -1927675.500000 Penalty: 935.754761
	Iteration 42Q: 3 clusters Score -1927676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -1927682.250000 Penalty: 935.754761
	Iteration 43Q: 3 clusters Score -1927682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1927684.375000 Penalty: 935.754761
	Iteration 44Q: 3 clusters Score -1927684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -1927685.500000 Penalty: 935.754761
	Iteration 45Q: 3 clusters Score -1927686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -1927686.750000 Penalty: 935.754761
	Iteration 46Q: 3 clusters Score -1927687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -1927686.375000 Penalty: 935.754761
	Iteration 47Q: 3 clusters Score -1927686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -1927686.375000 Penalty: 935.754761
	Iteration 48F: 3 clusters Score -1927686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -272103.187500 Penalty: 380.169800
	Iteration 0F: 2 clusters Score -272103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -269226.875000 Penalty: 760.339600
	Iteration 0F: 3 clusters Score -269226.9 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -270233.781250 Penalty: 760.339600
	Iteration 1F: 3 clusters Score -270233.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -270311.812500 Penalty: 760.339600
	Iteration 2F: 3 clusters Score -270311.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -270395.093750 Penalty: 760.339600
	Iteration 3Q: 3 clusters Score -270395.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -270464.125000 Penalty: 760.339600
	Iteration 4Q: 3 clusters Score -270464.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -270519.781250 Penalty: 760.339600
	Iteration 5Q: 3 clusters Score -270519.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -270588.375000 Penalty: 760.339600
	Iteration 6Q: 3 clusters Score -270588.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -270665.531250 Penalty: 760.339600
	Iteration 7Q: 3 clusters Score -270665.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -270776.656250 Penalty: 760.339600
	Iteration 8Q: 3 clusters Score -270776.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -270914.687500 Penalty: 760.339600
	Iteration 9Q: 3 clusters Score -270914.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -271042.406250 Penalty: 760.339600
	Iteration 10Q: 3 clusters Score -271042.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -271119.531250 Penalty: 760.339600
	Iteration 11Q: 3 clusters Score -271119.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -271172.031250 Penalty: 760.339600
	Iteration 12Q: 3 clusters Score -271172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271220.437500 Penalty: 760.339600
	Iteration 13Q: 3 clusters Score -271220.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -271265.343750 Penalty: 760.339600
	Iteration 14Q: 3 clusters Score -271265.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271305.343750 Penalty: 760.339600
	Iteration 15Q: 3 clusters Score -271305.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -271344.562500 Penalty: 760.339600
	Iteration 16Q: 3 clusters Score -271344.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -271379.375000 Penalty: 760.339600
	Iteration 17Q: 3 clusters Score -271379.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271420.125000 Penalty: 760.339600
	Iteration 18Q: 3 clusters Score -271420.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -271463.843750 Penalty: 760.339600
	Iteration 19Q: 3 clusters Score -271463.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -271509.531250 Penalty: 760.339600
	Iteration 20F: 3 clusters Score -271509.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -271553.093750 Penalty: 760.339600
	Iteration 21Q: 3 clusters Score -271553.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -271586.875000 Penalty: 760.339600
	Iteration 22Q: 3 clusters Score -271586.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -271617.812500 Penalty: 760.339600
	Iteration 23Q: 3 clusters Score -271617.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -271654.843750 Penalty: 760.339600
	Iteration 24Q: 3 clusters Score -271654.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -271696.218750 Penalty: 760.339600
	Iteration 25Q: 3 clusters Score -271696.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -271724.968750 Penalty: 760.339600
	Iteration 26Q: 3 clusters Score -271725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -271745.468750 Penalty: 760.339600
	Iteration 27Q: 3 clusters Score -271745.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -271764.031250 Penalty: 760.339600
	Iteration 28Q: 3 clusters Score -271764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -271777.375000 Penalty: 760.339600
	Iteration 29Q: 3 clusters Score -271777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -271783.406250 Penalty: 760.339600
	Iteration 30Q: 3 clusters Score -271783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -271788.000000 Penalty: 760.339600
	Iteration 31Q: 3 clusters Score -271788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -271791.875000 Penalty: 760.339600
	Iteration 32Q: 3 clusters Score -271791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -271796.937500 Penalty: 760.339600
	Iteration 33Q: 3 clusters Score -271796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -271801.343750 Penalty: 760.339600
	Iteration 34Q: 3 clusters Score -271801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -271805.718750 Penalty: 760.339600
	Iteration 35Q: 3 clusters Score -271805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -271812.031250 Penalty: 760.339600
	Iteration 36Q: 3 clusters Score -271812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -271819.187500 Penalty: 760.339600
	Iteration 37Q: 3 clusters Score -271819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -271823.812500 Penalty: 760.339600
	Iteration 38Q: 3 clusters Score -271823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -271825.031250 Penalty: 760.339600
	Iteration 39Q: 3 clusters Score -271825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -271825.593750 Penalty: 760.339600
	Iteration 40F: 3 clusters Score -271825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -271826.687500 Penalty: 760.339600
	Iteration 41Q: 3 clusters Score -271826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -271827.656250 Penalty: 760.339600
	Iteration 42Q: 3 clusters Score -271827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -271827.500000 Penalty: 760.339600
	Iteration 43Q: 3 clusters Score -271827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -271827.500000 Penalty: 760.339600
	Iteration 44F: 3 clusters Score -271827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -46854.308594 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -46854.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46137.140625 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -46137.14 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46441.449219 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -46441.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46516.855469 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -46516.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46573.875000 Penalty: 620.322937
	Iteration 3F: 3 clusters Score -46573.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46609.445312 Penalty: 620.322937
	Iteration 4Q: 3 clusters Score -46609.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46627.496094 Penalty: 620.322937
	Iteration 5Q: 3 clusters Score -46627.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46647.488281 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -46647.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46656.945312 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -46656.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46662.164062 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -46662.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46665.296875 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -46665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46669.503906 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -46669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46676.875000 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -46676.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46689.679688 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -46689.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46699.003906 Penalty: 620.322937
	Iteration 13Q: 3 clusters Score -46699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -46708.054688 Penalty: 620.322937
	Iteration 14Q: 3 clusters Score -46708.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46711.664062 Penalty: 620.322937
	Iteration 15Q: 3 clusters Score -46711.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46712.734375 Penalty: 620.322937
	Iteration 16Q: 3 clusters Score -46712.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -46712.859375 Penalty: 620.322937
	Iteration 17Q: 3 clusters Score -46712.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46713.011719 Penalty: 620.322937
	Iteration 18Q: 3 clusters Score -46713.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46713.011719 Penalty: 620.322937
	Iteration 19F: 3 clusters Score -46713.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -147949.000000 Penalty: 356.966431
	Iteration 0F: 2 clusters Score -147949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -146148.406250 Penalty: 713.932861
	Iteration 0F: 3 clusters Score -146148.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -146781.640625 Penalty: 713.932861
	Iteration 1F: 3 clusters Score -146781.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -146875.656250 Penalty: 713.932861
	Iteration 2F: 3 clusters Score -146875.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -146970.140625 Penalty: 713.932861
	Iteration 3F: 3 clusters Score -146970.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -147073.046875 Penalty: 713.932861
	Iteration 4F: 3 clusters Score -147073 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -147176.921875 Penalty: 713.932861
	Iteration 5F: 3 clusters Score -147176.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147269.218750 Penalty: 713.932861
	Iteration 6F: 3 clusters Score -147269.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147345.906250 Penalty: 713.932861
	Iteration 7Q: 3 clusters Score -147345.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147408.390625 Penalty: 713.932861
	Iteration 8Q: 3 clusters Score -147408.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -147451.812500 Penalty: 713.932861
	Iteration 9Q: 3 clusters Score -147451.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -147495.812500 Penalty: 713.932861
	Iteration 10Q: 3 clusters Score -147495.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147525.750000 Penalty: 713.932861
	Iteration 11Q: 3 clusters Score -147525.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147543.812500 Penalty: 713.932861
	Iteration 12Q: 3 clusters Score -147543.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147554.140625 Penalty: 713.932861
	Iteration 13Q: 3 clusters Score -147554.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147559.546875 Penalty: 713.932861
	Iteration 14Q: 3 clusters Score -147559.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -147567.468750 Penalty: 713.932861
	Iteration 15Q: 3 clusters Score -147567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147571.687500 Penalty: 713.932861
	Iteration 16Q: 3 clusters Score -147571.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147573.390625 Penalty: 713.932861
	Iteration 17Q: 3 clusters Score -147573.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147574.421875 Penalty: 713.932861
	Iteration 18Q: 3 clusters Score -147574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147575.718750 Penalty: 713.932861
	Iteration 19Q: 3 clusters Score -147575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147576.468750 Penalty: 713.932861
	Iteration 20F: 3 clusters Score -147576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -147577.921875 Penalty: 713.932861
	Iteration 21Q: 3 clusters Score -147577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147579.312500 Penalty: 713.932861
	Iteration 22Q: 3 clusters Score -147579.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147580.625000 Penalty: 713.932861
	Iteration 23Q: 3 clusters Score -147580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147582.484375 Penalty: 713.932861
	Iteration 24Q: 3 clusters Score -147582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -147583.156250 Penalty: 713.932861
	Iteration 25Q: 3 clusters Score -147583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -147585.078125 Penalty: 713.932861
	Iteration 26Q: 3 clusters Score -147585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147586.468750 Penalty: 713.932861
	Iteration 27Q: 3 clusters Score -147586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -147589.203125 Penalty: 713.932861
	Iteration 28Q: 3 clusters Score -147589.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147595.046875 Penalty: 713.932861
	Iteration 29Q: 3 clusters Score -147595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147599.406250 Penalty: 713.932861
	Iteration 30Q: 3 clusters Score -147599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -147602.218750 Penalty: 713.932861
	Iteration 31Q: 3 clusters Score -147602.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -147603.421875 Penalty: 713.932861
	Iteration 32Q: 3 clusters Score -147603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147604.062500 Penalty: 713.932861
	Iteration 33Q: 3 clusters Score -147604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147604.937500 Penalty: 713.932861
	Iteration 34Q: 3 clusters Score -147604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -147606.875000 Penalty: 713.932861
	Iteration 35Q: 3 clusters Score -147606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -147610.218750 Penalty: 713.932861
	Iteration 36Q: 3 clusters Score -147610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -147621.093750 Penalty: 713.932861
	Iteration 37Q: 3 clusters Score -147621.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -147638.875000 Penalty: 713.932861
	Iteration 38Q: 3 clusters Score -147638.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147654.312500 Penalty: 713.932861
	Iteration 39Q: 3 clusters Score -147654.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -147668.265625 Penalty: 713.932861
	Iteration 40F: 3 clusters Score -147668.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -147679.312500 Penalty: 713.932861
	Iteration 41Q: 3 clusters Score -147679.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -147685.921875 Penalty: 713.932861
	Iteration 42Q: 3 clusters Score -147685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -147687.203125 Penalty: 713.932861
	Iteration 43Q: 3 clusters Score -147687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -147689.328125 Penalty: 713.932861
	Iteration 44Q: 3 clusters Score -147689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -147690.421875 Penalty: 713.932861
	Iteration 45Q: 3 clusters Score -147690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -147691.062500 Penalty: 713.932861
	Iteration 46Q: 3 clusters Score -147691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -147691.937500 Penalty: 713.932861
	Iteration 47Q: 3 clusters Score -147691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -147692.437500 Penalty: 713.932861
	Iteration 48Q: 3 clusters Score -147692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -147693.125000 Penalty: 713.932861
	Iteration 49Q: 3 clusters Score -147693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -147693.484375 Penalty: 713.932861
	Iteration 50Q: 3 clusters Score -147693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -147693.734375 Penalty: 713.932861
	Iteration 51Q: 3 clusters Score -147693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -147693.734375 Penalty: 713.932861
	Iteration 52F: 3 clusters Score -147693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (55551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Entering Unmasked Estep 
Score: -3562672.000000 Penalty: 497.090057
	Iteration 0F: 2 clusters Score -3562672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3525649.500000 Penalty: 994.180115
	Iteration 0F: 3 clusters Score -3525650 nChanged 26992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3541863.250000 Penalty: 994.180115
	Iteration 1F: 3 clusters Score -3541863 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3542318.250000 Penalty: 994.180115
	Iteration 2Q: 3 clusters Score -3542318 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3542921.750000 Penalty: 994.180115
	Iteration 3Q: 3 clusters Score -3542922 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3543780.500000 Penalty: 994.180115
	Iteration 4Q: 3 clusters Score -3543780 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3545222.750000 Penalty: 994.180115
	Iteration 5Q: 3 clusters Score -3545223 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3547388.250000 Penalty: 994.180115
	Iteration 6F: 3 clusters Score -3547388 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3550001.000000 Penalty: 994.180115
	Iteration 7F: 3 clusters Score -3550001 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3551838.750000 Penalty: 994.180115
	Iteration 8F: 3 clusters Score -3551839 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3552456.250000 Penalty: 994.180115
	Iteration 9Q: 3 clusters Score -3552456 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3552630.750000 Penalty: 994.180115
	Iteration 10Q: 3 clusters Score -3552631 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3552731.250000 Penalty: 994.180115
	Iteration 11Q: 3 clusters Score -3552731 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3552827.000000 Penalty: 994.180115
	Iteration 12Q: 3 clusters Score -3552827 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3552900.000000 Penalty: 994.180115
	Iteration 13Q: 3 clusters Score -3552900 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3552987.750000 Penalty: 994.180115
	Iteration 14Q: 3 clusters Score -3552988 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3553099.250000 Penalty: 994.180115
	Iteration 15Q: 3 clusters Score -3553099 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3553191.750000 Penalty: 994.180115
	Iteration 16Q: 3 clusters Score -3553192 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3553303.250000 Penalty: 994.180115
	Iteration 17Q: 3 clusters Score -3553303 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3553468.750000 Penalty: 994.180115
	Iteration 18Q: 3 clusters Score -3553469 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3553637.250000 Penalty: 994.180115
	Iteration 19Q: 3 clusters Score -3553637 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3553815.250000 Penalty: 994.180115
	Iteration 20F: 3 clusters Score -3553815 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3554013.500000 Penalty: 994.180115
	Iteration 21Q: 3 clusters Score -3554014 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3554218.250000 Penalty: 994.180115
	Iteration 22Q: 3 clusters Score -3554218 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3554506.500000 Penalty: 994.180115
	Iteration 23Q: 3 clusters Score -3554506 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3554866.750000 Penalty: 994.180115
	Iteration 24Q: 3 clusters Score -3554867 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3555319.500000 Penalty: 994.180115
	Iteration 25Q: 3 clusters Score -3555320 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3555821.500000 Penalty: 994.180115
	Iteration 26Q: 3 clusters Score -3555822 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3556461.500000 Penalty: 994.180115
	Iteration 27Q: 3 clusters Score -3556462 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3557144.000000 Penalty: 994.180115
	Iteration 28Q: 3 clusters Score -3557144 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3557760.750000 Penalty: 994.180115
	Iteration 29Q: 3 clusters Score -3557761 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3558279.000000 Penalty: 994.180115
	Iteration 30Q: 3 clusters Score -3558279 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3558795.000000 Penalty: 994.180115
	Iteration 31Q: 3 clusters Score -3558795 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3559270.250000 Penalty: 994.180115
	Iteration 32Q: 3 clusters Score -3559270 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3559732.500000 Penalty: 994.180115
	Iteration 33Q: 3 clusters Score -3559732 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3560078.250000 Penalty: 994.180115
	Iteration 34Q: 3 clusters Score -3560078 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3560320.750000 Penalty: 994.180115
	Iteration 35Q: 3 clusters Score -3560321 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3560458.750000 Penalty: 994.180115
	Iteration 36Q: 3 clusters Score -3560459 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3560531.750000 Penalty: 994.180115
	Iteration 37Q: 3 clusters Score -3560532 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3560597.250000 Penalty: 994.180115
	Iteration 38Q: 3 clusters Score -3560597 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3560628.250000 Penalty: 994.180115
	Iteration 39Q: 3 clusters Score -3560628 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3560852.000000 Penalty: 994.180115
	Iteration 40F: 3 clusters Score -3560852 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3560982.000000 Penalty: 994.180115
	Iteration 41Q: 3 clusters Score -3560982 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3561035.250000 Penalty: 994.180115
	Iteration 42Q: 3 clusters Score -3561035 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3561058.750000 Penalty: 994.180115
	Iteration 43Q: 3 clusters Score -3561059 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3561063.250000 Penalty: 994.180115
	Iteration 44Q: 3 clusters Score -3561063 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3561086.750000 Penalty: 994.180115
	Iteration 45Q: 3 clusters Score -3561087 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3561092.250000 Penalty: 994.180115
	Iteration 46Q: 3 clusters Score -3561092 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3561106.000000 Penalty: 994.180115
	Iteration 47Q: 3 clusters Score -3561106 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3561120.000000 Penalty: 994.180115
	Iteration 48Q: 3 clusters Score -3561120 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3561127.750000 Penalty: 994.180115
	Iteration 49Q: 3 clusters Score -3561128 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3561134.250000 Penalty: 994.180115
	Iteration 50Q: 3 clusters Score -3561134 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3561136.500000 Penalty: 994.180115
	Iteration 51Q: 3 clusters Score -3561136 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3561131.000000 Penalty: 994.180115
	Iteration 52Q: 3 clusters Score -3561131 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3561141.750000 Penalty: 994.180115
	Iteration 53Q: 3 clusters Score -3561142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3561133.750000 Penalty: 994.180115
	Iteration 54Q: 3 clusters Score -3561134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3561138.250000 Penalty: 994.180115
	Iteration 55Q: 3 clusters Score -3561138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3561140.750000 Penalty: 994.180115
	Iteration 56Q: 3 clusters Score -3561141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3561150.250000 Penalty: 994.180115
	Iteration 57Q: 3 clusters Score -3561150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3561144.250000 Penalty: 994.180115
	Iteration 58Q: 3 clusters Score -3561144 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3561144.500000 Penalty: 994.180115
	Iteration 59Q: 3 clusters Score -3561144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3561143.500000 Penalty: 994.180115
	Iteration 60F: 3 clusters Score -3561144 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3561145.500000 Penalty: 994.180115
	Iteration 61Q: 3 clusters Score -3561146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3561140.250000 Penalty: 994.180115
	Iteration 62Q: 3 clusters Score -3561140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3561122.250000 Penalty: 994.180115
	Iteration 63Q: 3 clusters Score -3561122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3561131.500000 Penalty: 994.180115
	Iteration 64Q: 3 clusters Score -3561132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3561124.000000 Penalty: 994.180115
	Iteration 65Q: 3 clusters Score -3561124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3561111.500000 Penalty: 994.180115
	Iteration 66Q: 3 clusters Score -3561112 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3561113.500000 Penalty: 994.180115
	Iteration 67Q: 3 clusters Score -3561114 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3561128.500000 Penalty: 994.180115
	Iteration 68Q: 3 clusters Score -3561128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3561134.500000 Penalty: 994.180115
	Iteration 69Q: 3 clusters Score -3561134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3561114.250000 Penalty: 994.180115
	Iteration 70Q: 3 clusters Score -3561114 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3561126 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3561128 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3561128 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3561141 nChanged 90
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Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3561136 nChanged 103
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Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3561131 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3561127 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3561135 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3561134 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3561139 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3561139 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3561139 nChanged 54
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Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3561129 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32704 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3561140 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3561139 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3561131 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3561132 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3561135 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3561130 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3561128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3561128 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3561128 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3561132 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3561130 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32425 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3561122 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3561120 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3561124 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3561120 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3561119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3561127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3561122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3561129 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3561124.000000 Penalty: 994.180115
	Iteration 103Q: 3 clusters Score -3561124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3561120 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3561121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3561108 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3561121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3561120 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3561118.000000 Penalty: 994.180115
	Iteration 109Q: 3 clusters Score -3561118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3561117.750000 Penalty: 994.180115
	Iteration 110Q: 3 clusters Score -3561118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3561114.250000 Penalty: 994.180115
	Iteration 111Q: 3 clusters Score -3561114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3561116.250000 Penalty: 994.180115
	Iteration 112Q: 3 clusters Score -3561116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3561113.250000 Penalty: 994.180115
	Iteration 113Q: 3 clusters Score -3561113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3561110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3561110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3561105.250000 Penalty: 994.180115
	Iteration 116Q: 3 clusters Score -3561105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3561108.000000 Penalty: 994.180115
	Iteration 117Q: 3 clusters Score -3561108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3561104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3561104 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3561103 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3561105 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3561106 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3561108 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3561109 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3561111 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3561107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3561108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3561108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3561104 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3561104.250000 Penalty: 994.180115
	Iteration 130Q: 3 clusters Score -3561104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3561102 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3561101 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3561107 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3561110 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3561108 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3561110 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3561112.500000 Penalty: 994.180115
	Iteration 137Q: 3 clusters Score -3561112 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3561111 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3561109 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3561111 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3561115.750000 Penalty: 994.180115
	Iteration 141Q: 3 clusters Score -3561116 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3561116 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3561113.750000 Penalty: 994.180115
	Iteration 143Q: 3 clusters Score -3561114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3561117.250000 Penalty: 994.180115
	Iteration 144Q: 3 clusters Score -3561117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3561118.250000 Penalty: 994.180115
	Iteration 145Q: 3 clusters Score -3561118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3561120.250000 Penalty: 994.180115
	Iteration 146Q: 3 clusters Score -3561120 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3561122 nChanged 0
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Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
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	Iteration 148F: 3 clusters Score -3561122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (81115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5056144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40742 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5004894 nChanged 39535
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Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5029436 nChanged 4731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5031639 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5035542 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5041686 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -5049219.000000 Penalty: 1028.629761
	Iteration 5F: 3 clusters Score -5049219 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5053977.000000 Penalty: 1028.629761
	Iteration 6F: 3 clusters Score -5053977 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5055333.500000 Penalty: 1028.629761
	Iteration 7Q: 3 clusters Score -5055334 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5055553.500000 Penalty: 1028.629761
	Iteration 8Q: 3 clusters Score -5055554 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5055667.000000 Penalty: 1028.629761
	Iteration 9Q: 3 clusters Score -5055667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5055697.500000 Penalty: 1028.629761
	Iteration 10Q: 3 clusters Score -5055698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5055703.000000 Penalty: 1028.629761
	Iteration 11Q: 3 clusters Score -5055703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5055712.500000 Penalty: 1028.629761
	Iteration 12Q: 3 clusters Score -5055712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5055724.000000 Penalty: 1028.629761
	Iteration 13Q: 3 clusters Score -5055724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5055728.500000 Penalty: 1028.629761
	Iteration 14Q: 3 clusters Score -5055728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5055734.000000 Penalty: 1028.629761
	Iteration 15Q: 3 clusters Score -5055734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5055734.000000 Penalty: 1028.629761
	Iteration 16F: 3 clusters Score -5055734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Entering Unmasked Estep 
Score: -1083401.875000 Penalty: 441.767426
	Iteration 0F: 2 clusters Score -1083402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1072446.000000 Penalty: 883.534851
	Iteration 0F: 3 clusters Score -1072446 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1076739.750000 Penalty: 883.534851
	Iteration 1F: 3 clusters Score -1076740 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1076915.125000 Penalty: 883.534851
	Iteration 2Q: 3 clusters Score -1076915 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1077065.375000 Penalty: 883.534851
	Iteration 3Q: 3 clusters Score -1077065 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1077234.750000 Penalty: 883.534851
	Iteration 4Q: 3 clusters Score -1077235 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1077428.500000 Penalty: 883.534851
	Iteration 5Q: 3 clusters Score -1077428 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1077659.125000 Penalty: 883.534851
	Iteration 6Q: 3 clusters Score -1077659 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1077944.125000 Penalty: 883.534851
	Iteration 7Q: 3 clusters Score -1077944 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1078305.125000 Penalty: 883.534851
	Iteration 8Q: 3 clusters Score -1078305 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1078799.500000 Penalty: 883.534851
	Iteration 9Q: 3 clusters Score -1078800 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1079462.625000 Penalty: 883.534851
	Iteration 10F: 3 clusters Score -1079463 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1080092.125000 Penalty: 883.534851
	Iteration 11F: 3 clusters Score -1080092 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1080448.625000 Penalty: 883.534851
	Iteration 12Q: 3 clusters Score -1080449 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1080632.375000 Penalty: 883.534851
	Iteration 13Q: 3 clusters Score -1080632 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1080733.125000 Penalty: 883.534851
	Iteration 14Q: 3 clusters Score -1080733 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1080827.250000 Penalty: 883.534851
	Iteration 15Q: 3 clusters Score -1080827 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1080921.250000 Penalty: 883.534851
	Iteration 16Q: 3 clusters Score -1080921 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1081032.750000 Penalty: 883.534851
	Iteration 17Q: 3 clusters Score -1081033 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1081128.750000 Penalty: 883.534851
	Iteration 18Q: 3 clusters Score -1081129 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1081217.250000 Penalty: 883.534851
	Iteration 19Q: 3 clusters Score -1081217 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1081298.250000 Penalty: 883.534851
	Iteration 20F: 3 clusters Score -1081298 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1081374.000000 Penalty: 883.534851
	Iteration 21Q: 3 clusters Score -1081374 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1081451.375000 Penalty: 883.534851
	Iteration 22Q: 3 clusters Score -1081451 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1081542.250000 Penalty: 883.534851
	Iteration 23Q: 3 clusters Score -1081542 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1081646.125000 Penalty: 883.534851
	Iteration 24Q: 3 clusters Score -1081646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1081756.500000 Penalty: 883.534851
	Iteration 25Q: 3 clusters Score -1081756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1081866.000000 Penalty: 883.534851
	Iteration 26Q: 3 clusters Score -1081866 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1081991.875000 Penalty: 883.534851
	Iteration 27Q: 3 clusters Score -1081992 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1082135.250000 Penalty: 883.534851
	Iteration 28Q: 3 clusters Score -1082135 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1082257.375000 Penalty: 883.534851
	Iteration 29Q: 3 clusters Score -1082257 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1082366.125000 Penalty: 883.534851
	Iteration 30Q: 3 clusters Score -1082366 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1082470.000000 Penalty: 883.534851
	Iteration 31Q: 3 clusters Score -1082470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1082566.250000 Penalty: 883.534851
	Iteration 32Q: 3 clusters Score -1082566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1082658.125000 Penalty: 883.534851
	Iteration 33Q: 3 clusters Score -1082658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1082740.125000 Penalty: 883.534851
	Iteration 34Q: 3 clusters Score -1082740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1082806.250000 Penalty: 883.534851
	Iteration 35Q: 3 clusters Score -1082806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1082853.875000 Penalty: 883.534851
	Iteration 36Q: 3 clusters Score -1082854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1082889.625000 Penalty: 883.534851
	Iteration 37Q: 3 clusters Score -1082890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1082919.125000 Penalty: 883.534851
	Iteration 38Q: 3 clusters Score -1082919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1082942.375000 Penalty: 883.534851
	Iteration 39Q: 3 clusters Score -1082942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1082961.625000 Penalty: 883.534851
	Iteration 40F: 3 clusters Score -1082962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1082975.375000 Penalty: 883.534851
	Iteration 41Q: 3 clusters Score -1082975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1082979.750000 Penalty: 883.534851
	Iteration 42Q: 3 clusters Score -1082980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1082984.250000 Penalty: 883.534851
	Iteration 43Q: 3 clusters Score -1082984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1082992.000000 Penalty: 883.534851
	Iteration 44Q: 3 clusters Score -1082992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1082995.625000 Penalty: 883.534851
	Iteration 45Q: 3 clusters Score -1082996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1082996.875000 Penalty: 883.534851
	Iteration 46Q: 3 clusters Score -1082997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1083000.375000 Penalty: 883.534851
	Iteration 47Q: 3 clusters Score -1083000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1083004.125000 Penalty: 883.534851
	Iteration 48Q: 3 clusters Score -1083004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1083003.875000 Penalty: 883.534851
	Iteration 49Q: 3 clusters Score -1083004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1083004.875000 Penalty: 883.534851
	Iteration 50Q: 3 clusters Score -1083005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1083004.875000 Penalty: 883.534851
	Iteration 51F: 3 clusters Score -1083005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Entering Unmasked Estep 
Score: -1604282.875000 Penalty: 461.582367
	Iteration 0F: 2 clusters Score -1604283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1587274.000000 Penalty: 923.164734
	Iteration 0F: 3 clusters Score -1587274 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1595439.125000 Penalty: 923.164734
	Iteration 1F: 3 clusters Score -1595439 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1596196.625000 Penalty: 923.164734
	Iteration 2F: 3 clusters Score -1596197 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1597144.250000 Penalty: 923.164734
	Iteration 3F: 3 clusters Score -1597144 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1598317.000000 Penalty: 923.164734
	Iteration 4F: 3 clusters Score -1598317 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1599253.000000 Penalty: 923.164734
	Iteration 5F: 3 clusters Score -1599253 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1599755.625000 Penalty: 923.164734
	Iteration 6Q: 3 clusters Score -1599756 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1600009.875000 Penalty: 923.164734
	Iteration 7Q: 3 clusters Score -1600010 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1600206.125000 Penalty: 923.164734
	Iteration 8Q: 3 clusters Score -1600206 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1600390.375000 Penalty: 923.164734
	Iteration 9Q: 3 clusters Score -1600390 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1600585.750000 Penalty: 923.164734
	Iteration 10Q: 3 clusters Score -1600586 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1600826.875000 Penalty: 923.164734
	Iteration 11Q: 3 clusters Score -1600827 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1601090.625000 Penalty: 923.164734
	Iteration 12Q: 3 clusters Score -1601091 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1601377.000000 Penalty: 923.164734
	Iteration 13Q: 3 clusters Score -1601377 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -1601657.750000 Penalty: 923.164734
	Iteration 14Q: 3 clusters Score -1601658 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -1601930.125000 Penalty: 923.164734
	Iteration 15Q: 3 clusters Score -1601930 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1602209.125000 Penalty: 923.164734
	Iteration 16Q: 3 clusters Score -1602209 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1602411.625000 Penalty: 923.164734
	Iteration 17Q: 3 clusters Score -1602412 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -1602606.625000 Penalty: 923.164734
	Iteration 18Q: 3 clusters Score -1602607 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -1602798.250000 Penalty: 923.164734
	Iteration 19Q: 3 clusters Score -1602798 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -1602997.000000 Penalty: 923.164734
	Iteration 20F: 3 clusters Score -1602997 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -1603193.125000 Penalty: 923.164734
	Iteration 21Q: 3 clusters Score -1603193 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1603379.750000 Penalty: 923.164734
	Iteration 22Q: 3 clusters Score -1603380 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -1603519.375000 Penalty: 923.164734
	Iteration 23Q: 3 clusters Score -1603519 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -1603613.250000 Penalty: 923.164734
	Iteration 24Q: 3 clusters Score -1603613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -1603677.250000 Penalty: 923.164734
	Iteration 25Q: 3 clusters Score -1603677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -1603718.250000 Penalty: 923.164734
	Iteration 26Q: 3 clusters Score -1603718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -1603754.500000 Penalty: 923.164734
	Iteration 27Q: 3 clusters Score -1603754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -1603784.000000 Penalty: 923.164734
	Iteration 28Q: 3 clusters Score -1603784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -1603806.625000 Penalty: 923.164734
	Iteration 29Q: 3 clusters Score -1603807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1603831.250000 Penalty: 923.164734
	Iteration 30Q: 3 clusters Score -1603831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -1603847.125000 Penalty: 923.164734
	Iteration 31Q: 3 clusters Score -1603847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -1603870.500000 Penalty: 923.164734
	Iteration 32Q: 3 clusters Score -1603870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -1603882.500000 Penalty: 923.164734
	Iteration 33Q: 3 clusters Score -1603882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -1603885.625000 Penalty: 923.164734
	Iteration 34Q: 3 clusters Score -1603886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -1603889.625000 Penalty: 923.164734
	Iteration 35Q: 3 clusters Score -1603890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -1603889.625000 Penalty: 923.164734
	Iteration 36F: 3 clusters Score -1603890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -624151.875000 Penalty: 421.012238
	Iteration 0F: 2 clusters Score -624151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -617037.625000 Penalty: 842.024475
	Iteration 0F: 3 clusters Score -617037.6 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -619800.375000 Penalty: 842.024475
	Iteration 1F: 3 clusters Score -619800.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -620092.562500 Penalty: 842.024475
	Iteration 2F: 3 clusters Score -620092.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -620501.187500 Penalty: 842.024475
	Iteration 3F: 3 clusters Score -620501.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -621007.812500 Penalty: 842.024475
	Iteration 4F: 3 clusters Score -621007.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -621542.812500 Penalty: 842.024475
	Iteration 5F: 3 clusters Score -621542.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -621996.875000 Penalty: 842.024475
	Iteration 6F: 3 clusters Score -621996.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -622299.625000 Penalty: 842.024475
	Iteration 7Q: 3 clusters Score -622299.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -622524.000000 Penalty: 842.024475
	Iteration 8Q: 3 clusters Score -622524 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -622678.437500 Penalty: 842.024475
	Iteration 9Q: 3 clusters Score -622678.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -622808.000000 Penalty: 842.024475
	Iteration 10Q: 3 clusters Score -622808 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -622936.500000 Penalty: 842.024475
	Iteration 11Q: 3 clusters Score -622936.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -623065.187500 Penalty: 842.024475
	Iteration 12Q: 3 clusters Score -623065.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -623161.625000 Penalty: 842.024475
	Iteration 13Q: 3 clusters Score -623161.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -623256.812500 Penalty: 842.024475
	Iteration 14Q: 3 clusters Score -623256.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -623340.500000 Penalty: 842.024475
	Iteration 15Q: 3 clusters Score -623340.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -623436.500000 Penalty: 842.024475
	Iteration 16Q: 3 clusters Score -623436.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -623540.375000 Penalty: 842.024475
	Iteration 17Q: 3 clusters Score -623540.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -623630.312500 Penalty: 842.024475
	Iteration 18Q: 3 clusters Score -623630.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -623668.437500 Penalty: 842.024475
	Iteration 19Q: 3 clusters Score -623668.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -623699.875000 Penalty: 842.024475
	Iteration 20F: 3 clusters Score -623699.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -623715.187500 Penalty: 842.024475
	Iteration 21Q: 3 clusters Score -623715.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -623730.937500 Penalty: 842.024475
	Iteration 22Q: 3 clusters Score -623730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -623744.937500 Penalty: 842.024475
	Iteration 23Q: 3 clusters Score -623744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -623753.437500 Penalty: 842.024475
	Iteration 24Q: 3 clusters Score -623753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -623758.187500 Penalty: 842.024475
	Iteration 25Q: 3 clusters Score -623758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -623763.125000 Penalty: 842.024475
	Iteration 26Q: 3 clusters Score -623763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -623766.437500 Penalty: 842.024475
	Iteration 27Q: 3 clusters Score -623766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -623769.625000 Penalty: 842.024475
	Iteration 28Q: 3 clusters Score -623769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -623771.875000 Penalty: 842.024475
	Iteration 29Q: 3 clusters Score -623771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -623775.625000 Penalty: 842.024475
	Iteration 30Q: 3 clusters Score -623775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -623777.750000 Penalty: 842.024475
	Iteration 31Q: 3 clusters Score -623777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -623777.125000 Penalty: 842.024475
	Iteration 32Q: 3 clusters Score -623777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -623777.125000 Penalty: 842.024475
	Iteration 33F: 3 clusters Score -623777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -175544.812500 Penalty: 363.463257
	Iteration 0F: 2 clusters Score -175544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -173483.828125 Penalty: 726.926514
	Iteration 0F: 3 clusters Score -173483.8 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -174197.062500 Penalty: 726.926514
	Iteration 1F: 3 clusters Score -174197.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -174265.218750 Penalty: 726.926514
	Iteration 2F: 3 clusters Score -174265.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -174321.093750 Penalty: 726.926514
	Iteration 3Q: 3 clusters Score -174321.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -174379.609375 Penalty: 726.926514
	Iteration 4Q: 3 clusters Score -174379.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -174454.812500 Penalty: 726.926514
	Iteration 5Q: 3 clusters Score -174454.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174520.437500 Penalty: 726.926514
	Iteration 6Q: 3 clusters Score -174520.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -174591.796875 Penalty: 726.926514
	Iteration 7Q: 3 clusters Score -174591.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -174656.750000 Penalty: 726.926514
	Iteration 8Q: 3 clusters Score -174656.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -174734.968750 Penalty: 726.926514
	Iteration 9Q: 3 clusters Score -174735 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -174805.500000 Penalty: 726.926514
	Iteration 10Q: 3 clusters Score -174805.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -174851.593750 Penalty: 726.926514
	Iteration 11Q: 3 clusters Score -174851.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -174877.718750 Penalty: 726.926514
	Iteration 12Q: 3 clusters Score -174877.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -174893.281250 Penalty: 726.926514
	Iteration 13Q: 3 clusters Score -174893.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -174904.515625 Penalty: 726.926514
	Iteration 14Q: 3 clusters Score -174904.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -174914.703125 Penalty: 726.926514
	Iteration 15Q: 3 clusters Score -174914.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -174924.468750 Penalty: 726.926514
	Iteration 16Q: 3 clusters Score -174924.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174938.531250 Penalty: 726.926514
	Iteration 17Q: 3 clusters Score -174938.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174956.484375 Penalty: 726.926514
	Iteration 18Q: 3 clusters Score -174956.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -174976.578125 Penalty: 726.926514
	Iteration 19Q: 3 clusters Score -174976.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -175002.312500 Penalty: 726.926514
	Iteration 20F: 3 clusters Score -175002.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175022.125000 Penalty: 726.926514
	Iteration 21Q: 3 clusters Score -175022.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -175041.109375 Penalty: 726.926514
	Iteration 22Q: 3 clusters Score -175041.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -175057.890625 Penalty: 726.926514
	Iteration 23Q: 3 clusters Score -175057.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175069.859375 Penalty: 726.926514
	Iteration 24Q: 3 clusters Score -175069.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -175085.203125 Penalty: 726.926514
	Iteration 25Q: 3 clusters Score -175085.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -175106.609375 Penalty: 726.926514
	Iteration 26Q: 3 clusters Score -175106.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175128.843750 Penalty: 726.926514
	Iteration 27Q: 3 clusters Score -175128.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175153.796875 Penalty: 726.926514
	Iteration 28Q: 3 clusters Score -175153.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -175179.125000 Penalty: 726.926514
	Iteration 29Q: 3 clusters Score -175179.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -175210.531250 Penalty: 726.926514
	Iteration 30Q: 3 clusters Score -175210.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175252.859375 Penalty: 726.926514
	Iteration 31Q: 3 clusters Score -175252.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175284.343750 Penalty: 726.926514
	Iteration 32Q: 3 clusters Score -175284.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -175307.765625 Penalty: 726.926514
	Iteration 33Q: 3 clusters Score -175307.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -175331.406250 Penalty: 726.926514
	Iteration 34Q: 3 clusters Score -175331.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175355.328125 Penalty: 726.926514
	Iteration 35Q: 3 clusters Score -175355.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175371.703125 Penalty: 726.926514
	Iteration 36Q: 3 clusters Score -175371.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175379.953125 Penalty: 726.926514
	Iteration 37Q: 3 clusters Score -175380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175383.812500 Penalty: 726.926514
	Iteration 38Q: 3 clusters Score -175383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175387.828125 Penalty: 726.926514
	Iteration 39Q: 3 clusters Score -175387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175390.531250 Penalty: 726.926514
	Iteration 40F: 3 clusters Score -175390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175390.984375 Penalty: 726.926514
	Iteration 41Q: 3 clusters Score -175391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175391.156250 Penalty: 726.926514
	Iteration 42Q: 3 clusters Score -175391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175391.265625 Penalty: 726.926514
	Iteration 43Q: 3 clusters Score -175391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175391.453125 Penalty: 726.926514
	Iteration 44Q: 3 clusters Score -175391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175391.546875 Penalty: 726.926514
	Iteration 45Q: 3 clusters Score -175391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175391.546875 Penalty: 726.926514
	Iteration 46F: 3 clusters Score -175391.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -37750.066406 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -37750.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37105.730469 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -37105.73 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37315.253906 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -37315.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37368.468750 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -37368.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37404.796875 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -37404.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37423.199219 Penalty: 599.341614
	Iteration 4Q: 3 clusters Score -37423.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37436.281250 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -37436.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37448.582031 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -37448.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37456.160156 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -37456.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37466.144531 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -37466.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37472.472656 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -37472.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37482.128906 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -37482.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -37497.527344 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -37497.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37509.539062 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -37509.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37515.253906 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -37515.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37521.988281 Penalty: 599.341614
	Iteration 14Q: 3 clusters Score -37521.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37526.382812 Penalty: 599.341614
	Iteration 15Q: 3 clusters Score -37526.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37528.390625 Penalty: 599.341614
	Iteration 16Q: 3 clusters Score -37528.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37529.730469 Penalty: 599.341614
	Iteration 17Q: 3 clusters Score -37529.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37530.000000 Penalty: 599.341614
	Iteration 18Q: 3 clusters Score -37530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37530.000000 Penalty: 599.341614
	Iteration 19F: 3 clusters Score -37530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (22741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Entering Unmasked Estep 
Score: -1411046.000000 Penalty: 456.452606
	Iteration 0F: 2 clusters Score -1411046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1395889.000000 Penalty: 912.905212
	Iteration 0F: 3 clusters Score -1395889 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1402435.250000 Penalty: 912.905212
	Iteration 1F: 3 clusters Score -1402435 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1402928.375000 Penalty: 912.905212
	Iteration 2Q: 3 clusters Score -1402928 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1403555.625000 Penalty: 912.905212
	Iteration 3F: 3 clusters Score -1403556 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1404319.875000 Penalty: 912.905212
	Iteration 4F: 3 clusters Score -1404320 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1405279.625000 Penalty: 912.905212
	Iteration 5F: 3 clusters Score -1405280 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1406290.625000 Penalty: 912.905212
	Iteration 6F: 3 clusters Score -1406291 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1407060.500000 Penalty: 912.905212
	Iteration 7F: 3 clusters Score -1407060 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1407441.625000 Penalty: 912.905212
	Iteration 8Q: 3 clusters Score -1407442 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1407659.875000 Penalty: 912.905212
	Iteration 9Q: 3 clusters Score -1407660 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1407862.125000 Penalty: 912.905212
	Iteration 10Q: 3 clusters Score -1407862 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1408082.625000 Penalty: 912.905212
	Iteration 11Q: 3 clusters Score -1408083 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1408360.000000 Penalty: 912.905212
	Iteration 12Q: 3 clusters Score -1408360 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1408651.125000 Penalty: 912.905212
	Iteration 13Q: 3 clusters Score -1408651 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1408941.750000 Penalty: 912.905212
	Iteration 14Q: 3 clusters Score -1408942 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1409174.375000 Penalty: 912.905212
	Iteration 15Q: 3 clusters Score -1409174 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1409358.625000 Penalty: 912.905212
	Iteration 16Q: 3 clusters Score -1409359 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1409489.500000 Penalty: 912.905212
	Iteration 17Q: 3 clusters Score -1409490 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1409552.875000 Penalty: 912.905212
	Iteration 18Q: 3 clusters Score -1409553 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1409580.125000 Penalty: 912.905212
	Iteration 19Q: 3 clusters Score -1409580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1409590.500000 Penalty: 912.905212
	Iteration 20F: 3 clusters Score -1409590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1409590.875000 Penalty: 912.905212
	Iteration 21Q: 3 clusters Score -1409591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1409595.625000 Penalty: 912.905212
	Iteration 22Q: 3 clusters Score -1409596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1409601.125000 Penalty: 912.905212
	Iteration 23Q: 3 clusters Score -1409601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1409605.875000 Penalty: 912.905212
	Iteration 24Q: 3 clusters Score -1409606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1409606.625000 Penalty: 912.905212
	Iteration 25Q: 3 clusters Score -1409607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1409604.375000 Penalty: 912.905212
	Iteration 26Q: 3 clusters Score -1409604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1409605.250000 Penalty: 912.905212
	Iteration 27Q: 3 clusters Score -1409605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1409608.750000 Penalty: 912.905212
	Iteration 28Q: 3 clusters Score -1409609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1409608.375000 Penalty: 912.905212
	Iteration 29Q: 3 clusters Score -1409608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1409607.375000 Penalty: 912.905212
	Iteration 30Q: 3 clusters Score -1409607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1409605.375000 Penalty: 912.905212
	Iteration 31Q: 3 clusters Score -1409605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1409605.375000 Penalty: 912.905212
	Iteration 32F: 3 clusters Score -1409605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -50327.441406 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -50327.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49650.230469 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -49650.23 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49842.210938 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -49842.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49876.851562 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -49876.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49896.117188 Penalty: 603.871155
	Iteration 3Q: 3 clusters Score -49896.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49906.609375 Penalty: 603.871155
	Iteration 4Q: 3 clusters Score -49906.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49914.125000 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -49914.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49921.386719 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -49921.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49926.800781 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -49926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49930.035156 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -49930.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49932.398438 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -49932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49933.781250 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -49933.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49935.113281 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -49935.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49936.156250 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -49936.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49936.390625 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -49936.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49936.390625 Penalty: 603.871155
	Iteration 14F: 3 clusters Score -49936.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -229896.484375 Penalty: 371.536957
	Iteration 0F: 2 clusters Score -229896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -227429.500000 Penalty: 743.073914
	Iteration 0F: 3 clusters Score -227429.5 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -228279.546875 Penalty: 743.073914
	Iteration 1F: 3 clusters Score -228279.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -228346.984375 Penalty: 743.073914
	Iteration 2F: 3 clusters Score -228347 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -228416.656250 Penalty: 743.073914
	Iteration 3Q: 3 clusters Score -228416.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -228499.484375 Penalty: 743.073914
	Iteration 4F: 3 clusters Score -228499.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -228575.390625 Penalty: 743.073914
	Iteration 5F: 3 clusters Score -228575.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -228657.062500 Penalty: 743.073914
	Iteration 6Q: 3 clusters Score -228657.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -228764.203125 Penalty: 743.073914
	Iteration 7Q: 3 clusters Score -228764.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -228912.250000 Penalty: 743.073914
	Iteration 8F: 3 clusters Score -228912.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -229061.328125 Penalty: 743.073914
	Iteration 9F: 3 clusters Score -229061.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -229198.968750 Penalty: 743.073914
	Iteration 10Q: 3 clusters Score -229199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -229327.531250 Penalty: 743.073914
	Iteration 11Q: 3 clusters Score -229327.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -229409.531250 Penalty: 743.073914
	Iteration 12Q: 3 clusters Score -229409.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -229460.015625 Penalty: 743.073914
	Iteration 13Q: 3 clusters Score -229460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -229512.125000 Penalty: 743.073914
	Iteration 14Q: 3 clusters Score -229512.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -229536.375000 Penalty: 743.073914
	Iteration 15Q: 3 clusters Score -229536.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -229552.593750 Penalty: 743.073914
	Iteration 16Q: 3 clusters Score -229552.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -229563.390625 Penalty: 743.073914
	Iteration 17Q: 3 clusters Score -229563.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -229569.078125 Penalty: 743.073914
	Iteration 18Q: 3 clusters Score -229569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -229572.890625 Penalty: 743.073914
	Iteration 19Q: 3 clusters Score -229572.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -229577.046875 Penalty: 743.073914
	Iteration 20F: 3 clusters Score -229577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -229581.375000 Penalty: 743.073914
	Iteration 21Q: 3 clusters Score -229581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -229586.734375 Penalty: 743.073914
	Iteration 22Q: 3 clusters Score -229586.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -229589.265625 Penalty: 743.073914
	Iteration 23Q: 3 clusters Score -229589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -229591.609375 Penalty: 743.073914
	Iteration 24Q: 3 clusters Score -229591.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -229594.937500 Penalty: 743.073914
	Iteration 25Q: 3 clusters Score -229594.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -229597.703125 Penalty: 743.073914
	Iteration 26Q: 3 clusters Score -229597.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -229600.765625 Penalty: 743.073914
	Iteration 27Q: 3 clusters Score -229600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -229602.671875 Penalty: 743.073914
	Iteration 28Q: 3 clusters Score -229602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -229603.484375 Penalty: 743.073914
	Iteration 29Q: 3 clusters Score -229603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -229605.218750 Penalty: 743.073914
	Iteration 30Q: 3 clusters Score -229605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -229606.203125 Penalty: 743.073914
	Iteration 31Q: 3 clusters Score -229606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -229606.187500 Penalty: 743.073914
	Iteration 32Q: 3 clusters Score -229606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -229606.890625 Penalty: 743.073914
	Iteration 33Q: 3 clusters Score -229606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -229607.140625 Penalty: 743.073914
	Iteration 34Q: 3 clusters Score -229607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -229607.140625 Penalty: 743.073914
	Iteration 35F: 3 clusters Score -229607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 86731 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 38856 members 
Mstep: Class 7 contains 39819 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 100743 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 42165 members 
Mstep: Class 15 contains 44297 members 
Mstep: Class 16 contains 13744 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 21178 members 
Mstep: Class 24 contains 29232 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 55551 members 
Mstep: Class 29 contains 81115 members 
Mstep: Class 30 contains 16468 members 
Mstep: Class 31 contains 25455 members 
Mstep: Class 32 contains 10436 members 
Mstep: Class 33 contains 2946 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 22741 members 
Mstep: Class 36 contains 762 members 
Mstep: Class 37 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231796.000000 Penalty: 22650.070312
Iteration 359Q: 38 clusters Score -4.22318e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 87041 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26187 members 
Mstep: Class 6 contains 38789 members 
Mstep: Class 7 contains 39806 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 102218 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 42166 members 
Mstep: Class 15 contains 44328 members 
Mstep: Class 16 contains 13810 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1051 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 28726 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 53277 members 
Mstep: Class 29 contains 81431 members 
Mstep: Class 30 contains 16480 members 
Mstep: Class 31 contains 25495 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 2947 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 23435 members 
Mstep: Class 36 contains 759 members 
Mstep: Class 37 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229840.000000 Penalty: 22650.070312
Iteration 360F: 38 clusters Score -4.222984e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 87396 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 38668 members 
Mstep: Class 7 contains 39796 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 3142 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 103651 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 42166 members 
Mstep: Class 15 contains 44365 members 
Mstep: Class 16 contains 13868 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 20975 members 
Mstep: Class 24 contains 28199 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 50990 members 
Mstep: Class 29 contains 81776 members 
Mstep: Class 30 contains 16497 members 
Mstep: Class 31 contains 25545 members 
Mstep: Class 32 contains 10493 members 
Mstep: Class 33 contains 2948 members 
Mstep: Class 34 contains 726 members 
Mstep: Class 35 contains 24220 members 
Mstep: Class 36 contains 759 members 
Mstep: Class 37 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227204.000000 Penalty: 22650.070312
Iteration 361Q: 38 clusters Score -4.22272e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 87800 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 38505 members 
Mstep: Class 7 contains 39766 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 3128 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 104863 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 42154 members 
Mstep: Class 15 contains 44409 members 
Mstep: Class 16 contains 13933 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1054 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 20856 members 
Mstep: Class 24 contains 27683 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 48790 members 
Mstep: Class 29 contains 82136 members 
Mstep: Class 30 contains 16517 members 
Mstep: Class 31 contains 25608 members 
Mstep: Class 32 contains 10533 members 
Mstep: Class 33 contains 2950 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 25076 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225120.000000 Penalty: 22650.070312
Iteration 362Q: 38 clusters Score -4.222512e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 88136 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26206 members 
Mstep: Class 6 contains 38184 members 
Mstep: Class 7 contains 39738 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 106206 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 42134 members 
Mstep: Class 15 contains 44437 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 20744 members 
Mstep: Class 24 contains 27194 members 
Mstep: Class 25 contains 4374 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2519 members 
Mstep: Class 28 contains 46530 members 
Mstep: Class 29 contains 82488 members 
Mstep: Class 30 contains 16538 members 
Mstep: Class 31 contains 25705 members 
Mstep: Class 32 contains 10575 members 
Mstep: Class 33 contains 2953 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 25988 members 
Mstep: Class 36 contains 754 members 
Mstep: Class 37 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223248.000000 Penalty: 22650.070312
Iteration 363Q: 38 clusters Score -4.222325e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 88144 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26207 members 
Mstep: Class 6 contains 37786 members 
Mstep: Class 7 contains 39726 members 
Mstep: Class 8 contains 4387 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 107546 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 42117 members 
Mstep: Class 15 contains 44466 members 
Mstep: Class 16 contains 14058 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 20649 members 
Mstep: Class 24 contains 26761 members 
Mstep: Class 25 contains 4445 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 44401 members 
Mstep: Class 29 contains 82873 members 
Mstep: Class 30 contains 16575 members 
Mstep: Class 31 contains 25832 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 2958 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 26939 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221400.000000 Penalty: 22650.070312
Iteration 364Q: 38 clusters Score -4.22214e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 87856 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26212 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 39716 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 109038 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 42098 members 
Mstep: Class 15 contains 44489 members 
Mstep: Class 16 contains 14116 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 20559 members 
Mstep: Class 24 contains 26386 members 
Mstep: Class 25 contains 4528 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 42389 members 
Mstep: Class 29 contains 83176 members 
Mstep: Class 30 contains 16609 members 
Mstep: Class 31 contains 25977 members 
Mstep: Class 32 contains 10670 members 
Mstep: Class 33 contains 2961 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 27958 members 
Mstep: Class 36 contains 752 members 
Mstep: Class 37 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220064.000000 Penalty: 22650.070312
Iteration 365Q: 38 clusters Score -4.222006e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 87007 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26213 members 
Mstep: Class 6 contains 36944 members 
Mstep: Class 7 contains 39685 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 110776 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 42078 members 
Mstep: Class 15 contains 44494 members 
Mstep: Class 16 contains 14149 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 20490 members 
Mstep: Class 24 contains 26112 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 40549 members 
Mstep: Class 29 contains 83376 members 
Mstep: Class 30 contains 16656 members 
Mstep: Class 31 contains 26156 members 
Mstep: Class 32 contains 10718 members 
Mstep: Class 33 contains 2965 members 
Mstep: Class 34 contains 735 members 
Mstep: Class 35 contains 29047 members 
Mstep: Class 36 contains 752 members 
Mstep: Class 37 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219456.000000 Penalty: 22650.070312
Iteration 366Q: 38 clusters Score -4.221946e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 85660 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 36537 members 
Mstep: Class 7 contains 39692 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 112596 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 42058 members 
Mstep: Class 15 contains 44513 members 
Mstep: Class 16 contains 14166 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 20426 members 
Mstep: Class 24 contains 25910 members 
Mstep: Class 25 contains 4690 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 39003 members 
Mstep: Class 29 contains 83534 members 
Mstep: Class 30 contains 16705 members 
Mstep: Class 31 contains 26353 members 
Mstep: Class 32 contains 10766 members 
Mstep: Class 33 contains 2969 members 
Mstep: Class 34 contains 736 members 
Mstep: Class 35 contains 30210 members 
Mstep: Class 36 contains 749 members 
Mstep: Class 37 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219672.000000 Penalty: 22650.070312
Iteration 367Q: 38 clusters Score -4.221967e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 84200 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26218 members 
Mstep: Class 6 contains 36125 members 
Mstep: Class 7 contains 39706 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 114189 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 42066 members 
Mstep: Class 15 contains 44543 members 
Mstep: Class 16 contains 14176 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 20367 members 
Mstep: Class 24 contains 25763 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 2459 members 
Mstep: Class 28 contains 37642 members 
Mstep: Class 29 contains 83659 members 
Mstep: Class 30 contains 16764 members 
Mstep: Class 31 contains 26566 members 
Mstep: Class 32 contains 10806 members 
Mstep: Class 33 contains 2975 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 31444 members 
Mstep: Class 36 contains 750 members 
Mstep: Class 37 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219964.000000 Penalty: 22650.070312
Iteration 368Q: 38 clusters Score -4.221996e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 82702 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 6 contains 35703 members 
Mstep: Class 7 contains 39694 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 115427 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 42075 members 
Mstep: Class 15 contains 44601 members 
Mstep: Class 16 contains 14185 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1041 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 25616 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 2450 members 
Mstep: Class 28 contains 36555 members 
Mstep: Class 29 contains 83819 members 
Mstep: Class 30 contains 16820 members 
Mstep: Class 31 contains 26768 members 
Mstep: Class 32 contains 10840 members 
Mstep: Class 33 contains 2980 members 
Mstep: Class 34 contains 743 members 
Mstep: Class 35 contains 32790 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220924.000000 Penalty: 22650.070312
Iteration 369Q: 38 clusters Score -4.222092e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 81030 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26232 members 
Mstep: Class 6 contains 35473 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 2717 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 116312 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 42095 members 
Mstep: Class 15 contains 44642 members 
Mstep: Class 16 contains 14195 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 20234 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 4857 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 35728 members 
Mstep: Class 29 contains 83974 members 
Mstep: Class 30 contains 16877 members 
Mstep: Class 31 contains 26994 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 749 members 
Mstep: Class 35 contains 34240 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222172.000000 Penalty: 22650.070312
Iteration 370Q: 38 clusters Score -4.222217e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 79559 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26252 members 
Mstep: Class 6 contains 35306 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 2700 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 116735 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 44683 members 
Mstep: Class 16 contains 14219 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 20175 members 
Mstep: Class 24 contains 25318 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 2431 members 
Mstep: Class 28 contains 35116 members 
Mstep: Class 29 contains 84105 members 
Mstep: Class 30 contains 16937 members 
Mstep: Class 31 contains 27191 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 750 members 
Mstep: Class 35 contains 35695 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223156.000000 Penalty: 22650.070312
Iteration 371Q: 38 clusters Score -4.222316e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 78322 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26258 members 
Mstep: Class 6 contains 35153 members 
Mstep: Class 7 contains 39638 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 116749 members 
Mstep: Class 13 contains 1252 members 
Mstep: Class 14 contains 42097 members 
Mstep: Class 15 contains 44708 members 
Mstep: Class 16 contains 14239 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 2723 members 
Mstep: Class 23 contains 20110 members 
Mstep: Class 24 contains 25180 members 
Mstep: Class 25 contains 4935 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 2421 members 
Mstep: Class 28 contains 34757 members 
Mstep: Class 29 contains 84221 members 
Mstep: Class 30 contains 17015 members 
Mstep: Class 31 contains 27350 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 2997 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 37115 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224460.000000 Penalty: 22650.070312
Iteration 372Q: 38 clusters Score -4.222446e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 77346 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26268 members 
Mstep: Class 6 contains 35057 members 
Mstep: Class 7 contains 39606 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 116114 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 42100 members 
Mstep: Class 15 contains 44741 members 
Mstep: Class 16 contains 14247 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 20078 members 
Mstep: Class 24 contains 25021 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2417 members 
Mstep: Class 28 contains 34527 members 
Mstep: Class 29 contains 84384 members 
Mstep: Class 30 contains 17074 members 
Mstep: Class 31 contains 27490 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 3005 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 38730 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225824.000000 Penalty: 22650.070312
Iteration 373Q: 38 clusters Score -4.222582e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 76669 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26277 members 
Mstep: Class 6 contains 34945 members 
Mstep: Class 7 contains 39584 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 114922 members 
Mstep: Class 13 contains 1252 members 
Mstep: Class 14 contains 42079 members 
Mstep: Class 15 contains 44745 members 
Mstep: Class 16 contains 14254 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 20046 members 
Mstep: Class 24 contains 24863 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 34416 members 
Mstep: Class 29 contains 84616 members 
Mstep: Class 30 contains 17150 members 
Mstep: Class 31 contains 27659 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 40431 members 
Mstep: Class 36 contains 728 members 
Mstep: Class 37 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227240.000000 Penalty: 22650.070312
Iteration 374Q: 38 clusters Score -4.222724e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 76181 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26286 members 
Mstep: Class 6 contains 34840 members 
Mstep: Class 7 contains 39583 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 2642 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 113552 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 42066 members 
Mstep: Class 15 contains 44722 members 
Mstep: Class 16 contains 14256 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 2831 members 
Mstep: Class 23 contains 20049 members 
Mstep: Class 24 contains 24688 members 
Mstep: Class 25 contains 5050 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 34350 members 
Mstep: Class 29 contains 84825 members 
Mstep: Class 30 contains 17251 members 
Mstep: Class 31 contains 27852 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 42067 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228260.000000 Penalty: 22650.070312
Iteration 375Q: 38 clusters Score -4.222826e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 75994 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26296 members 
Mstep: Class 6 contains 34724 members 
Mstep: Class 7 contains 39577 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 111999 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 42046 members 
Mstep: Class 15 contains 44673 members 
Mstep: Class 16 contains 14232 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 20057 members 
Mstep: Class 24 contains 24522 members 
Mstep: Class 25 contains 5074 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2413 members 
Mstep: Class 28 contains 34371 members 
Mstep: Class 29 contains 85057 members 
Mstep: Class 30 contains 17341 members 
Mstep: Class 31 contains 28042 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 3022 members 
Mstep: Class 34 contains 761 members 
Mstep: Class 35 contains 43577 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 3696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229092.000000 Penalty: 22650.070312
Iteration 376Q: 38 clusters Score -4.222909e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 75810 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26301 members 
Mstep: Class 6 contains 34609 members 
Mstep: Class 7 contains 39560 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 110719 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 42025 members 
Mstep: Class 15 contains 44605 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 2889 members 
Mstep: Class 23 contains 20098 members 
Mstep: Class 24 contains 24369 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 34412 members 
Mstep: Class 29 contains 85342 members 
Mstep: Class 30 contains 17414 members 
Mstep: Class 31 contains 28230 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 760 members 
Mstep: Class 35 contains 44776 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229580.000000 Penalty: 22650.070312
Iteration 377Q: 38 clusters Score -4.222958e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 75524 members 
Mstep: Class 3 contains 863 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26313 members 
Mstep: Class 6 contains 34502 members 
Mstep: Class 7 contains 39533 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 12 contains 109716 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 42018 members 
Mstep: Class 15 contains 44519 members 
Mstep: Class 16 contains 14122 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 20163 members 
Mstep: Class 24 contains 24211 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 34496 members 
Mstep: Class 29 contains 85650 members 
Mstep: Class 30 contains 17488 members 
Mstep: Class 31 contains 28423 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 761 members 
Mstep: Class 35 contains 45741 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230488.000000 Penalty: 22650.070312
Iteration 378Q: 38 clusters Score -4.223049e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 75239 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26317 members 
Mstep: Class 6 contains 34400 members 
Mstep: Class 7 contains 39519 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 1329 members 
Mstep: Class 12 contains 108888 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 41998 members 
Mstep: Class 15 contains 44436 members 
Mstep: Class 16 contains 14062 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 20235 members 
Mstep: Class 24 contains 24045 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 34661 members 
Mstep: Class 29 contains 85988 members 
Mstep: Class 30 contains 17555 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 763 members 
Mstep: Class 35 contains 46461 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231052.000000 Penalty: 22650.070312
Iteration 379Q: 38 clusters Score -4.223105e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 74942 members 
Mstep: Class 3 contains 849 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26323 members 
Mstep: Class 6 contains 34272 members 
Mstep: Class 7 contains 39512 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 108162 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 41975 members 
Mstep: Class 15 contains 44357 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 20313 members 
Mstep: Class 24 contains 23896 members 
Mstep: Class 25 contains 5166 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 86332 members 
Mstep: Class 30 contains 17617 members 
Mstep: Class 31 contains 28747 members 
Mstep: Class 32 contains 10987 members 
Mstep: Class 33 contains 3047 members 
Mstep: Class 34 contains 760 members 
Mstep: Class 35 contains 47024 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232308.000000 Penalty: 22650.070312
Iteration 380F: 38 clusters Score -4.223231e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 74703 members 
Mstep: Class 3 contains 840 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26331 members 
Mstep: Class 6 contains 34127 members 
Mstep: Class 7 contains 39492 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 105858 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 15 contains 44270 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 20377 members 
Mstep: Class 24 contains 23741 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 35218 members 
Mstep: Class 29 contains 86649 members 
Mstep: Class 30 contains 17667 members 
Mstep: Class 31 contains 28904 members 
Mstep: Class 32 contains 11012 members 
Mstep: Class 33 contains 3047 members 
Mstep: Class 34 contains 762 members 
Mstep: Class 35 contains 49134 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234032.000000 Penalty: 22650.070312
Iteration 381Q: 38 clusters Score -4.223403e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 74381 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26334 members 
Mstep: Class 6 contains 34032 members 
Mstep: Class 7 contains 39478 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 1346 members 
Mstep: Class 12 contains 103530 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 15 contains 44188 members 
Mstep: Class 16 contains 13842 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 20431 members 
Mstep: Class 24 contains 23550 members 
Mstep: Class 25 contains 5194 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2407 members 
Mstep: Class 28 contains 35596 members 
Mstep: Class 29 contains 86911 members 
Mstep: Class 30 contains 17715 members 
Mstep: Class 31 contains 29071 members 
Mstep: Class 32 contains 11035 members 
Mstep: Class 33 contains 3046 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 51343 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235792.000000 Penalty: 22650.070312
Iteration 382Q: 38 clusters Score -4.223579e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 74069 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26339 members 
Mstep: Class 6 contains 33912 members 
Mstep: Class 7 contains 39464 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 1354 members 
Mstep: Class 12 contains 101118 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 41918 members 
Mstep: Class 15 contains 44125 members 
Mstep: Class 16 contains 13745 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 20488 members 
Mstep: Class 24 contains 23369 members 
Mstep: Class 25 contains 5202 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 36109 members 
Mstep: Class 29 contains 87101 members 
Mstep: Class 30 contains 17746 members 
Mstep: Class 31 contains 29260 members 
Mstep: Class 32 contains 11056 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 760 members 
Mstep: Class 35 contains 53573 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237236.000000 Penalty: 22650.070312
Iteration 383Q: 38 clusters Score -4.223724e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 73688 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26349 members 
Mstep: Class 6 contains 33736 members 
Mstep: Class 7 contains 39458 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 11 contains 1353 members 
Mstep: Class 12 contains 98902 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 41906 members 
Mstep: Class 15 contains 44070 members 
Mstep: Class 16 contains 13646 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 20532 members 
Mstep: Class 24 contains 23191 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 36707 members 
Mstep: Class 29 contains 87220 members 
Mstep: Class 30 contains 17763 members 
Mstep: Class 31 contains 29428 members 
Mstep: Class 32 contains 11073 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 764 members 
Mstep: Class 35 contains 55747 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238588.000000 Penalty: 22650.070312
Iteration 384Q: 38 clusters Score -4.223859e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 73335 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26373 members 
Mstep: Class 6 contains 33550 members 
Mstep: Class 7 contains 39419 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 2339 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 96771 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 41886 members 
Mstep: Class 15 contains 44018 members 
Mstep: Class 16 contains 13538 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 2390 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 20584 members 
Mstep: Class 24 contains 22994 members 
Mstep: Class 25 contains 5202 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 37388 members 
Mstep: Class 29 contains 87254 members 
Mstep: Class 30 contains 17772 members 
Mstep: Class 31 contains 29629 members 
Mstep: Class 32 contains 11085 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 766 members 
Mstep: Class 35 contains 57872 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239980.000000 Penalty: 22650.070312
Iteration 385Q: 38 clusters Score -4.223998e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 73170 members 
Mstep: Class 3 contains 818 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26382 members 
Mstep: Class 6 contains 33232 members 
Mstep: Class 7 contains 39410 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 94579 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 41852 members 
Mstep: Class 15 contains 43989 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 20631 members 
Mstep: Class 24 contains 22749 members 
Mstep: Class 25 contains 5206 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 38178 members 
Mstep: Class 29 contains 87159 members 
Mstep: Class 30 contains 17770 members 
Mstep: Class 31 contains 29800 members 
Mstep: Class 32 contains 11098 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 768 members 
Mstep: Class 35 contains 60097 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240904.000000 Penalty: 22650.070312
Iteration 386Q: 38 clusters Score -4.22409e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 73063 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 32765 members 
Mstep: Class 7 contains 39384 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 1297 members 
Mstep: Class 12 contains 92517 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 41820 members 
Mstep: Class 15 contains 43951 members 
Mstep: Class 16 contains 13293 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 3008 members 
Mstep: Class 23 contains 20685 members 
Mstep: Class 24 contains 22500 members 
Mstep: Class 25 contains 5206 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 39051 members 
Mstep: Class 29 contains 86963 members 
Mstep: Class 30 contains 17769 members 
Mstep: Class 31 contains 29955 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 3055 members 
Mstep: Class 34 contains 768 members 
Mstep: Class 35 contains 62376 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242264.000000 Penalty: 22650.070312
Iteration 387Q: 38 clusters Score -4.224226e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 72955 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26408 members 
Mstep: Class 6 contains 32295 members 
Mstep: Class 7 contains 39362 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 90670 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 41799 members 
Mstep: Class 15 contains 43923 members 
Mstep: Class 16 contains 13148 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 20751 members 
Mstep: Class 24 contains 22221 members 
Mstep: Class 25 contains 5205 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 39932 members 
Mstep: Class 29 contains 86699 members 
Mstep: Class 30 contains 17761 members 
Mstep: Class 31 contains 30086 members 
Mstep: Class 32 contains 11114 members 
Mstep: Class 33 contains 3060 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 64583 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242828.000000 Penalty: 22650.070312
Iteration 388Q: 38 clusters Score -4.224283e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 73001 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 39344 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 89017 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 41783 members 
Mstep: Class 15 contains 43872 members 
Mstep: Class 16 contains 13008 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 20814 members 
Mstep: Class 24 contains 21910 members 
Mstep: Class 25 contains 5190 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 86460 members 
Mstep: Class 30 contains 17759 members 
Mstep: Class 31 contains 30200 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 774 members 
Mstep: Class 35 contains 66526 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243800.000000 Penalty: 22650.070312
Iteration 389Q: 38 clusters Score -4.22438e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 73103 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26440 members 
Mstep: Class 6 contains 31303 members 
Mstep: Class 7 contains 39306 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 1223 members 
Mstep: Class 12 contains 87573 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 41782 members 
Mstep: Class 15 contains 43839 members 
Mstep: Class 16 contains 12848 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 20892 members 
Mstep: Class 24 contains 21558 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 41639 members 
Mstep: Class 29 contains 86170 members 
Mstep: Class 30 contains 17753 members 
Mstep: Class 31 contains 30300 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 68334 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244608.000000 Penalty: 22650.070312
Iteration 390Q: 38 clusters Score -4.224461e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 73291 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 39280 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 86230 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 41788 members 
Mstep: Class 15 contains 43804 members 
Mstep: Class 16 contains 12692 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2894 members 
Mstep: Class 23 contains 20981 members 
Mstep: Class 24 contains 21191 members 
Mstep: Class 25 contains 5168 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 42475 members 
Mstep: Class 29 contains 85875 members 
Mstep: Class 30 contains 17754 members 
Mstep: Class 31 contains 30375 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 3072 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 70020 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244944.000000 Penalty: 22650.070312
Iteration 391Q: 38 clusters Score -4.224494e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 73529 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26456 members 
Mstep: Class 6 contains 30283 members 
Mstep: Class 7 contains 39270 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 2078 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 85134 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 41780 members 
Mstep: Class 15 contains 43745 members 
Mstep: Class 16 contains 12545 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 21087 members 
Mstep: Class 24 contains 20777 members 
Mstep: Class 25 contains 5146 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2389 members 
Mstep: Class 28 contains 43191 members 
Mstep: Class 29 contains 85576 members 
Mstep: Class 30 contains 17760 members 
Mstep: Class 31 contains 30419 members 
Mstep: Class 32 contains 11102 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 775 members 
Mstep: Class 35 contains 71584 members 
Mstep: Class 36 contains 731 members 
Mstep: Class 37 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245584.000000 Penalty: 22650.070312
Iteration 392Q: 38 clusters Score -4.224558e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 73839 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26456 members 
Mstep: Class 6 contains 29854 members 
Mstep: Class 7 contains 39246 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 84250 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 41765 members 
Mstep: Class 15 contains 43684 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 2815 members 
Mstep: Class 23 contains 21193 members 
Mstep: Class 24 contains 20316 members 
Mstep: Class 25 contains 5119 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 43810 members 
Mstep: Class 29 contains 85274 members 
Mstep: Class 30 contains 17760 members 
Mstep: Class 31 contains 30433 members 
Mstep: Class 32 contains 11097 members 
Mstep: Class 33 contains 3077 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 73002 members 
Mstep: Class 36 contains 735 members 
Mstep: Class 37 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245996.000000 Penalty: 22650.070312
Iteration 393Q: 38 clusters Score -4.2246e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 74192 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 29372 members 
Mstep: Class 7 contains 39209 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 83547 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 41748 members 
Mstep: Class 15 contains 43639 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 21298 members 
Mstep: Class 24 contains 19881 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 44322 members 
Mstep: Class 29 contains 84980 members 
Mstep: Class 30 contains 17755 members 
Mstep: Class 31 contains 30422 members 
Mstep: Class 32 contains 11093 members 
Mstep: Class 33 contains 3079 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 74347 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246216.000000 Penalty: 22650.070312
Iteration 394Q: 38 clusters Score -4.224622e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 26479 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39146 members 
Mstep: Class 8 contains 4541 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 83114 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 41748 members 
Mstep: Class 15 contains 43620 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 21395 members 
Mstep: Class 24 contains 19416 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 44642 members 
Mstep: Class 29 contains 84685 members 
Mstep: Class 30 contains 17736 members 
Mstep: Class 31 contains 30401 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 75538 members 
Mstep: Class 36 contains 736 members 
Mstep: Class 37 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246684.000000 Penalty: 22650.070312
Iteration 395Q: 38 clusters Score -4.224668e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 74839 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 5 contains 26491 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 39083 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 2842 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 82813 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 41754 members 
Mstep: Class 15 contains 43625 members 
Mstep: Class 16 contains 12044 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 21510 members 
Mstep: Class 24 contains 18940 members 
Mstep: Class 25 contains 5072 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 44845 members 
Mstep: Class 29 contains 84399 members 
Mstep: Class 30 contains 17706 members 
Mstep: Class 31 contains 30390 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 76661 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246984.000000 Penalty: 22650.070312
Iteration 396Q: 38 clusters Score -4.224698e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 75096 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26496 members 
Mstep: Class 6 contains 28261 members 
Mstep: Class 7 contains 39017 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 2842 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 82732 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 41774 members 
Mstep: Class 15 contains 43622 members 
Mstep: Class 16 contains 11953 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 21623 members 
Mstep: Class 24 contains 18462 members 
Mstep: Class 25 contains 5054 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 44925 members 
Mstep: Class 29 contains 84205 members 
Mstep: Class 30 contains 17675 members 
Mstep: Class 31 contains 30332 members 
Mstep: Class 32 contains 11088 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 77686 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247116.000000 Penalty: 22650.070312
Iteration 397Q: 38 clusters Score -4.224712e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75252 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26486 members 
Mstep: Class 6 contains 27917 members 
Mstep: Class 7 contains 38994 members 
Mstep: Class 8 contains 4566 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 41812 members 
Mstep: Class 15 contains 43616 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 21718 members 
Mstep: Class 24 contains 17972 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 44859 members 
Mstep: Class 29 contains 84053 members 
Mstep: Class 30 contains 17625 members 
Mstep: Class 31 contains 30299 members 
Mstep: Class 32 contains 11074 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 779 members 
Mstep: Class 35 contains 78657 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42247116.000000 Penalty: 22650.070312
Iteration 398Q: 38 clusters Score -4.224712e+07 nChanged 5940
Entering ConstructFrom: 
Score: -42247116.000000 Penalty: 22650.070312
Entering ConstructFrom: 
Trying to split cluster 1 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -50907.363281 Penalty: 303.462158
	Iteration 0F: 2 clusters Score -50907.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50224.058594 Penalty: 606.924316
	Iteration 0F: 3 clusters Score -50224.06 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50400.769531 Penalty: 606.924316
	Iteration 1F: 3 clusters Score -50400.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50458.164062 Penalty: 606.924316
	Iteration 2F: 3 clusters Score -50458.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50496.496094 Penalty: 606.924316
	Iteration 3F: 3 clusters Score -50496.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50538.628906 Penalty: 606.924316
	Iteration 4Q: 3 clusters Score -50538.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50596.105469 Penalty: 606.924316
	Iteration 5F: 3 clusters Score -50596.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50658.753906 Penalty: 606.924316
	Iteration 6Q: 3 clusters Score -50658.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50702.296875 Penalty: 606.924316
	Iteration 7Q: 3 clusters Score -50702.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50718.351562 Penalty: 606.924316
	Iteration 8Q: 3 clusters Score -50718.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50731.679688 Penalty: 606.924316
	Iteration 9Q: 3 clusters Score -50731.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -50737.917969 Penalty: 606.924316
	Iteration 10Q: 3 clusters Score -50737.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50746.121094 Penalty: 606.924316
	Iteration 11Q: 3 clusters Score -50746.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50749.367188 Penalty: 606.924316
	Iteration 12Q: 3 clusters Score -50749.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50750.742188 Penalty: 606.924316
	Iteration 13Q: 3 clusters Score -50750.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50750.882812 Penalty: 606.924316
	Iteration 14Q: 3 clusters Score -50750.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50751.210938 Penalty: 606.924316
	Iteration 15Q: 3 clusters Score -50751.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50751.210938 Penalty: 606.924316
	Iteration 16F: 3 clusters Score -50751.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Entering Unmasked Estep 
Score: -4799994.500000 Penalty: 510.933838
	Iteration 0F: 2 clusters Score -4799994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4748953.000000 Penalty: 1021.867676
	Iteration 0F: 3 clusters Score -4748953 nChanged 36814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -4772221.500000 Penalty: 1021.867676
	Iteration 1F: 3 clusters Score -4772222 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -4773943.000000 Penalty: 1021.867676
	Iteration 2F: 3 clusters Score -4773943 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -4776800.000000 Penalty: 1021.867676
	Iteration 3F: 3 clusters Score -4776800 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -4781096.000000 Penalty: 1021.867676
	Iteration 4F: 3 clusters Score -4781096 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -4786186.000000 Penalty: 1021.867676
	Iteration 5F: 3 clusters Score -4786186 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -4790495.000000 Penalty: 1021.867676
	Iteration 6F: 3 clusters Score -4790495 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -4792906.000000 Penalty: 1021.867676
	Iteration 7Q: 3 clusters Score -4792906 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -4794096.500000 Penalty: 1021.867676
	Iteration 8Q: 3 clusters Score -4794096 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -4794945.000000 Penalty: 1021.867676
	Iteration 9Q: 3 clusters Score -4794945 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -4795616.000000 Penalty: 1021.867676
	Iteration 10Q: 3 clusters Score -4795616 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -4796269.000000 Penalty: 1021.867676
	Iteration 11Q: 3 clusters Score -4796269 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -4796798.500000 Penalty: 1021.867676
	Iteration 12Q: 3 clusters Score -4796798 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -4797277.000000 Penalty: 1021.867676
	Iteration 13Q: 3 clusters Score -4797277 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -4797667.500000 Penalty: 1021.867676
	Iteration 14Q: 3 clusters Score -4797668 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -4797967.000000 Penalty: 1021.867676
	Iteration 15Q: 3 clusters Score -4797967 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -4798322.000000 Penalty: 1021.867676
	Iteration 16Q: 3 clusters Score -4798322 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -4798676.000000 Penalty: 1021.867676
	Iteration 17Q: 3 clusters Score -4798676 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -4798972.500000 Penalty: 1021.867676
	Iteration 18Q: 3 clusters Score -4798972 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -4799188.000000 Penalty: 1021.867676
	Iteration 19Q: 3 clusters Score -4799188 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -4799323.000000 Penalty: 1021.867676
	Iteration 20F: 3 clusters Score -4799323 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -4799401.000000 Penalty: 1021.867676
	Iteration 21Q: 3 clusters Score -4799401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -4799461.500000 Penalty: 1021.867676
	Iteration 22Q: 3 clusters Score -4799462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -4799530.000000 Penalty: 1021.867676
	Iteration 23Q: 3 clusters Score -4799530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -4799578.000000 Penalty: 1021.867676
	Iteration 24Q: 3 clusters Score -4799578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -4799596.000000 Penalty: 1021.867676
	Iteration 25Q: 3 clusters Score -4799596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -4799605.500000 Penalty: 1021.867676
	Iteration 26Q: 3 clusters Score -4799606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -4799608.000000 Penalty: 1021.867676
	Iteration 27Q: 3 clusters Score -4799608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -4799617.000000 Penalty: 1021.867676
	Iteration 28Q: 3 clusters Score -4799617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -4799619.500000 Penalty: 1021.867676
	Iteration 29Q: 3 clusters Score -4799620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -4799630.500000 Penalty: 1021.867676
	Iteration 30Q: 3 clusters Score -4799630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -4799626.000000 Penalty: 1021.867676
	Iteration 31Q: 3 clusters Score -4799626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -4799628.500000 Penalty: 1021.867676
	Iteration 32Q: 3 clusters Score -4799628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -4799631.000000 Penalty: 1021.867676
	Iteration 33Q: 3 clusters Score -4799631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -4799632.000000 Penalty: 1021.867676
	Iteration 34Q: 3 clusters Score -4799632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -4799631.000000 Penalty: 1021.867676
	Iteration 35Q: 3 clusters Score -4799631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -4799634.000000 Penalty: 1021.867676
	Iteration 36Q: 3 clusters Score -4799634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -4799634.000000 Penalty: 1021.867676
	Iteration 37F: 3 clusters Score -4799634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51306.191406 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51306.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50629.699219 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50629.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50803.058594 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50803.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50843.289062 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50843.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50871.167969 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50871.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50885.355469 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50885.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50895.308594 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50895.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50906.910156 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50906.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50911.261719 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50911.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50916.308594 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50916.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50921.480469 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -50921.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50929.976562 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -50929.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50939.078125 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -50939.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50948.113281 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -50948.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50961.570312 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -50961.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50978.925781 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -50978.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50991.035156 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -50991.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51001.855469 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -51001.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51011.515625 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -51011.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51019.476562 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -51019.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51024.890625 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -51024.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51026.886719 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -51026.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51027.246094 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -51027.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51028.015625 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -51028.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51028.300781 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -51028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51028.363281 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -51028.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51028.363281 Penalty: 605.762085
	Iteration 25F: 3 clusters Score -51028.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -5805.145996 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -5805.146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5603.442383 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -5603.442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5715.186523 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -5715.187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5749.419922 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -5749.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5771.242676 Penalty: 462.407776
	Iteration 3F: 3 clusters Score -5771.243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5772.827637 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -5772.828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5773.037109 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -5773.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5774.099121 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -5774.099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5776.831543 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -5776.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5777.353027 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -5777.353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5778.294922 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -5778.295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5778.294922 Penalty: 462.407776
	Iteration 10F: 3 clusters Score -5778.295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Entering Unmasked Estep 
Score: -1732238.750000 Penalty: 463.366577
	Iteration 0F: 2 clusters Score -1732239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1714801.375000 Penalty: 926.733154
	Iteration 0F: 3 clusters Score -1714801 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1722841.000000 Penalty: 926.733154
	Iteration 1F: 3 clusters Score -1722841 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1723610.500000 Penalty: 926.733154
	Iteration 2F: 3 clusters Score -1723610 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1724531.125000 Penalty: 926.733154
	Iteration 3F: 3 clusters Score -1724531 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1725592.750000 Penalty: 926.733154
	Iteration 4F: 3 clusters Score -1725593 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1726730.625000 Penalty: 926.733154
	Iteration 5F: 3 clusters Score -1726731 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1727851.375000 Penalty: 926.733154
	Iteration 6Q: 3 clusters Score -1727851 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1728811.125000 Penalty: 926.733154
	Iteration 7Q: 3 clusters Score -1728811 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1729498.750000 Penalty: 926.733154
	Iteration 8Q: 3 clusters Score -1729499 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -1730017.375000 Penalty: 926.733154
	Iteration 9Q: 3 clusters Score -1730017 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -1730373.875000 Penalty: 926.733154
	Iteration 10Q: 3 clusters Score -1730374 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -1730664.000000 Penalty: 926.733154
	Iteration 11Q: 3 clusters Score -1730664 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -1730902.250000 Penalty: 926.733154
	Iteration 12Q: 3 clusters Score -1730902 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -1731124.625000 Penalty: 926.733154
	Iteration 13Q: 3 clusters Score -1731125 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -1731299.250000 Penalty: 926.733154
	Iteration 14Q: 3 clusters Score -1731299 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -1731440.750000 Penalty: 926.733154
	Iteration 15Q: 3 clusters Score -1731441 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -1731537.750000 Penalty: 926.733154
	Iteration 16Q: 3 clusters Score -1731538 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -1731611.500000 Penalty: 926.733154
	Iteration 17Q: 3 clusters Score -1731612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -1731672.000000 Penalty: 926.733154
	Iteration 18Q: 3 clusters Score -1731672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1731721.250000 Penalty: 926.733154
	Iteration 19Q: 3 clusters Score -1731721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1731749.125000 Penalty: 926.733154
	Iteration 20F: 3 clusters Score -1731749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -1731773.750000 Penalty: 926.733154
	Iteration 21Q: 3 clusters Score -1731774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -1731792.750000 Penalty: 926.733154
	Iteration 22Q: 3 clusters Score -1731793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1731803.875000 Penalty: 926.733154
	Iteration 23Q: 3 clusters Score -1731804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -1731815.125000 Penalty: 926.733154
	Iteration 24Q: 3 clusters Score -1731815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -1731829.375000 Penalty: 926.733154
	Iteration 25Q: 3 clusters Score -1731829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -1731845.625000 Penalty: 926.733154
	Iteration 26Q: 3 clusters Score -1731846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1731854.250000 Penalty: 926.733154
	Iteration 27Q: 3 clusters Score -1731854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1731860.000000 Penalty: 926.733154
	Iteration 28Q: 3 clusters Score -1731860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1731863.750000 Penalty: 926.733154
	Iteration 29Q: 3 clusters Score -1731864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -1731865.500000 Penalty: 926.733154
	Iteration 30Q: 3 clusters Score -1731866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -1731865.875000 Penalty: 926.733154
	Iteration 31Q: 3 clusters Score -1731866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -1731866.375000 Penalty: 926.733154
	Iteration 32Q: 3 clusters Score -1731866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -1731866.375000 Penalty: 926.733154
	Iteration 33F: 3 clusters Score -1731866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Entering Unmasked Estep 
Score: -1821305.375000 Penalty: 465.314545
	Iteration 0F: 2 clusters Score -1821305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1803148.250000 Penalty: 930.629089
	Iteration 0F: 3 clusters Score -1803148 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1811301.250000 Penalty: 930.629089
	Iteration 1F: 3 clusters Score -1811301 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1812051.250000 Penalty: 930.629089
	Iteration 2F: 3 clusters Score -1812051 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1813240.125000 Penalty: 930.629089
	Iteration 3F: 3 clusters Score -1813240 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1814844.125000 Penalty: 930.629089
	Iteration 4F: 3 clusters Score -1814844 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1816416.125000 Penalty: 930.629089
	Iteration 5F: 3 clusters Score -1816416 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1817464.125000 Penalty: 930.629089
	Iteration 6F: 3 clusters Score -1817464 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1818083.250000 Penalty: 930.629089
	Iteration 7Q: 3 clusters Score -1818083 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1818499.000000 Penalty: 930.629089
	Iteration 8Q: 3 clusters Score -1818499 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1818874.625000 Penalty: 930.629089
	Iteration 9Q: 3 clusters Score -1818875 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1819215.250000 Penalty: 930.629089
	Iteration 10Q: 3 clusters Score -1819215 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1819520.875000 Penalty: 930.629089
	Iteration 11Q: 3 clusters Score -1819521 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1819800.625000 Penalty: 930.629089
	Iteration 12Q: 3 clusters Score -1819801 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1820061.875000 Penalty: 930.629089
	Iteration 13Q: 3 clusters Score -1820062 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1820299.875000 Penalty: 930.629089
	Iteration 14Q: 3 clusters Score -1820300 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1820470.125000 Penalty: 930.629089
	Iteration 15Q: 3 clusters Score -1820470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1820579.625000 Penalty: 930.629089
	Iteration 16Q: 3 clusters Score -1820580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1820684.625000 Penalty: 930.629089
	Iteration 17Q: 3 clusters Score -1820685 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1820775.375000 Penalty: 930.629089
	Iteration 18Q: 3 clusters Score -1820775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1820826.625000 Penalty: 930.629089
	Iteration 19Q: 3 clusters Score -1820827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1820865.750000 Penalty: 930.629089
	Iteration 20F: 3 clusters Score -1820866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1820889.125000 Penalty: 930.629089
	Iteration 21Q: 3 clusters Score -1820889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1820898.125000 Penalty: 930.629089
	Iteration 22Q: 3 clusters Score -1820898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1820908.000000 Penalty: 930.629089
	Iteration 23Q: 3 clusters Score -1820908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1820910.625000 Penalty: 930.629089
	Iteration 24Q: 3 clusters Score -1820911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1820914.375000 Penalty: 930.629089
	Iteration 25Q: 3 clusters Score -1820914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1820919.000000 Penalty: 930.629089
	Iteration 26Q: 3 clusters Score -1820919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1820927.375000 Penalty: 930.629089
	Iteration 27Q: 3 clusters Score -1820927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1820931.125000 Penalty: 930.629089
	Iteration 28Q: 3 clusters Score -1820931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1820932.125000 Penalty: 930.629089
	Iteration 29Q: 3 clusters Score -1820932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1820935.000000 Penalty: 930.629089
	Iteration 30Q: 3 clusters Score -1820935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1820934.750000 Penalty: 930.629089
	Iteration 31Q: 3 clusters Score -1820935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1820934.500000 Penalty: 930.629089
	Iteration 32Q: 3 clusters Score -1820934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1820937.000000 Penalty: 930.629089
	Iteration 33Q: 3 clusters Score -1820937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1820936.875000 Penalty: 930.629089
	Iteration 34Q: 3 clusters Score -1820937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1820939.125000 Penalty: 930.629089
	Iteration 35Q: 3 clusters Score -1820939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1820943.875000 Penalty: 930.629089
	Iteration 36Q: 3 clusters Score -1820944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1820944.750000 Penalty: 930.629089
	Iteration 37Q: 3 clusters Score -1820945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1820946.750000 Penalty: 930.629089
	Iteration 38Q: 3 clusters Score -1820947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1820946.750000 Penalty: 930.629089
	Iteration 39F: 3 clusters Score -1820947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Entering Unmasked Estep 
Score: -2521445.000000 Penalty: 480.950562
	Iteration 0F: 2 clusters Score -2521445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2495677.500000 Penalty: 961.901123
	Iteration 0F: 3 clusters Score -2495678 nChanged 18718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2508557.500000 Penalty: 961.901123
	Iteration 1F: 3 clusters Score -2508558 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2510732.750000 Penalty: 961.901123
	Iteration 2F: 3 clusters Score -2510733 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2513349.000000 Penalty: 961.901123
	Iteration 3F: 3 clusters Score -2513349 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2515499.500000 Penalty: 961.901123
	Iteration 4F: 3 clusters Score -2515500 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2516467.250000 Penalty: 961.901123
	Iteration 5F: 3 clusters Score -2516467 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2516820.500000 Penalty: 961.901123
	Iteration 6Q: 3 clusters Score -2516820 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2517033.250000 Penalty: 961.901123
	Iteration 7Q: 3 clusters Score -2517033 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2517232.250000 Penalty: 961.901123
	Iteration 8Q: 3 clusters Score -2517232 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -2517427.250000 Penalty: 961.901123
	Iteration 9Q: 3 clusters Score -2517427 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2517653.250000 Penalty: 961.901123
	Iteration 10Q: 3 clusters Score -2517653 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -2517887.750000 Penalty: 961.901123
	Iteration 11Q: 3 clusters Score -2517888 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2518156.500000 Penalty: 961.901123
	Iteration 12Q: 3 clusters Score -2518156 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2518447.750000 Penalty: 961.901123
	Iteration 13Q: 3 clusters Score -2518448 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2518702.000000 Penalty: 961.901123
	Iteration 14Q: 3 clusters Score -2518702 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -2518878.750000 Penalty: 961.901123
	Iteration 15Q: 3 clusters Score -2518879 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2519038.250000 Penalty: 961.901123
	Iteration 16Q: 3 clusters Score -2519038 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -2519164.750000 Penalty: 961.901123
	Iteration 17Q: 3 clusters Score -2519165 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -2519262.500000 Penalty: 961.901123
	Iteration 18Q: 3 clusters Score -2519262 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -2519328.000000 Penalty: 961.901123
	Iteration 19Q: 3 clusters Score -2519328 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -2519407.500000 Penalty: 961.901123
	Iteration 20F: 3 clusters Score -2519408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -2519456.250000 Penalty: 961.901123
	Iteration 21Q: 3 clusters Score -2519456 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2519499.750000 Penalty: 961.901123
	Iteration 22Q: 3 clusters Score -2519500 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -2519536.000000 Penalty: 961.901123
	Iteration 23Q: 3 clusters Score -2519536 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -2519573.000000 Penalty: 961.901123
	Iteration 24Q: 3 clusters Score -2519573 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -2519594.250000 Penalty: 961.901123
	Iteration 25Q: 3 clusters Score -2519594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -2519630.500000 Penalty: 961.901123
	Iteration 26Q: 3 clusters Score -2519630 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -2519669.250000 Penalty: 961.901123
	Iteration 27Q: 3 clusters Score -2519669 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -2519717.750000 Penalty: 961.901123
	Iteration 28Q: 3 clusters Score -2519718 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2519756.000000 Penalty: 961.901123
	Iteration 29Q: 3 clusters Score -2519756 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -2519793.250000 Penalty: 961.901123
	Iteration 30Q: 3 clusters Score -2519793 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -2519851.750000 Penalty: 961.901123
	Iteration 31Q: 3 clusters Score -2519852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -2519892.750000 Penalty: 961.901123
	Iteration 32Q: 3 clusters Score -2519893 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -2519941.250000 Penalty: 961.901123
	Iteration 33Q: 3 clusters Score -2519941 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -2519991.750000 Penalty: 961.901123
	Iteration 34Q: 3 clusters Score -2519992 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -2520028.500000 Penalty: 961.901123
	Iteration 35Q: 3 clusters Score -2520028 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -2520087.250000 Penalty: 961.901123
	Iteration 36Q: 3 clusters Score -2520087 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -2520136.500000 Penalty: 961.901123
	Iteration 37Q: 3 clusters Score -2520136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -2520188.250000 Penalty: 961.901123
	Iteration 38Q: 3 clusters Score -2520188 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -2520228.500000 Penalty: 961.901123
	Iteration 39Q: 3 clusters Score -2520228 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -2520284.750000 Penalty: 961.901123
	Iteration 40F: 3 clusters Score -2520285 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -2520333.500000 Penalty: 961.901123
	Iteration 41Q: 3 clusters Score -2520334 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -2520385.500000 Penalty: 961.901123
	Iteration 42Q: 3 clusters Score -2520386 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -2520430.000000 Penalty: 961.901123
	Iteration 43Q: 3 clusters Score -2520430 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -2520467.250000 Penalty: 961.901123
	Iteration 44Q: 3 clusters Score -2520467 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -2520516.250000 Penalty: 961.901123
	Iteration 45Q: 3 clusters Score -2520516 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -2520548.000000 Penalty: 961.901123
	Iteration 46Q: 3 clusters Score -2520548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -2520594.500000 Penalty: 961.901123
	Iteration 47Q: 3 clusters Score -2520594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -2520637.250000 Penalty: 961.901123
	Iteration 48Q: 3 clusters Score -2520637 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -2520695.750000 Penalty: 961.901123
	Iteration 49Q: 3 clusters Score -2520696 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -2520721.250000 Penalty: 961.901123
	Iteration 50Q: 3 clusters Score -2520721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -2520771.750000 Penalty: 961.901123
	Iteration 51Q: 3 clusters Score -2520772 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -2520816.250000 Penalty: 961.901123
	Iteration 52Q: 3 clusters Score -2520816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -2520853.250000 Penalty: 961.901123
	Iteration 53Q: 3 clusters Score -2520853 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -2520882.000000 Penalty: 961.901123
	Iteration 54Q: 3 clusters Score -2520882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -2520918.000000 Penalty: 961.901123
	Iteration 55Q: 3 clusters Score -2520918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -2520942.250000 Penalty: 961.901123
	Iteration 56Q: 3 clusters Score -2520942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -2520966.000000 Penalty: 961.901123
	Iteration 57Q: 3 clusters Score -2520966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -2520984.750000 Penalty: 961.901123
	Iteration 58Q: 3 clusters Score -2520985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -2521009.250000 Penalty: 961.901123
	Iteration 59Q: 3 clusters Score -2521009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -2521028.000000 Penalty: 961.901123
	Iteration 60F: 3 clusters Score -2521028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -2521055.750000 Penalty: 961.901123
	Iteration 61Q: 3 clusters Score -2521056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -2521080.500000 Penalty: 961.901123
	Iteration 62Q: 3 clusters Score -2521080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -2521099.250000 Penalty: 961.901123
	Iteration 63Q: 3 clusters Score -2521099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -2521122.000000 Penalty: 961.901123
	Iteration 64Q: 3 clusters Score -2521122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -2521141.750000 Penalty: 961.901123
	Iteration 65Q: 3 clusters Score -2521142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -2521147.750000 Penalty: 961.901123
	Iteration 66Q: 3 clusters Score -2521148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -2521156.750000 Penalty: 961.901123
	Iteration 67Q: 3 clusters Score -2521157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -2521161.750000 Penalty: 961.901123
	Iteration 68Q: 3 clusters Score -2521162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -2521162.250000 Penalty: 961.901123
	Iteration 69Q: 3 clusters Score -2521162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -2521170.000000 Penalty: 961.901123
	Iteration 70Q: 3 clusters Score -2521170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -2521170.250000 Penalty: 961.901123
	Iteration 71Q: 3 clusters Score -2521170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -2521174.500000 Penalty: 961.901123
	Iteration 72Q: 3 clusters Score -2521174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -2521180.750000 Penalty: 961.901123
	Iteration 73Q: 3 clusters Score -2521181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -2521180.250000 Penalty: 961.901123
	Iteration 74Q: 3 clusters Score -2521180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -2521181.250000 Penalty: 961.901123
	Iteration 75Q: 3 clusters Score -2521181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -2521180.250000 Penalty: 961.901123
	Iteration 76Q: 3 clusters Score -2521180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -2521180.000000 Penalty: 961.901123
	Iteration 77Q: 3 clusters Score -2521180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -2521180.000000 Penalty: 961.901123
	Iteration 78Q: 3 clusters Score -2521180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -2521185.000000 Penalty: 961.901123
	Iteration 79Q: 3 clusters Score -2521185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -2521185.000000 Penalty: 961.901123
	Iteration 80F: 3 clusters Score -2521185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -2521184.250000 Penalty: 961.901123
	Iteration 81Q: 3 clusters Score -2521184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -2521184.250000 Penalty: 961.901123
	Iteration 82F: 3 clusters Score -2521184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -297149.718750 Penalty: 383.410828
	Iteration 0F: 2 clusters Score -297149.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -294023.593750 Penalty: 766.821655
	Iteration 0F: 3 clusters Score -294023.6 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -295233.156250 Penalty: 766.821655
	Iteration 1F: 3 clusters Score -295233.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -295405.093750 Penalty: 766.821655
	Iteration 2F: 3 clusters Score -295405.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -295582.156250 Penalty: 766.821655
	Iteration 3F: 3 clusters Score -295582.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -295759.437500 Penalty: 766.821655
	Iteration 4F: 3 clusters Score -295759.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -295966.531250 Penalty: 766.821655
	Iteration 5F: 3 clusters Score -295966.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -296207.687500 Penalty: 766.821655
	Iteration 6F: 3 clusters Score -296207.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -296421.218750 Penalty: 766.821655
	Iteration 7F: 3 clusters Score -296421.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -296555.593750 Penalty: 766.821655
	Iteration 8Q: 3 clusters Score -296555.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -296628.250000 Penalty: 766.821655
	Iteration 9Q: 3 clusters Score -296628.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -296666.843750 Penalty: 766.821655
	Iteration 10Q: 3 clusters Score -296666.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -296704.468750 Penalty: 766.821655
	Iteration 11Q: 3 clusters Score -296704.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -296743.343750 Penalty: 766.821655
	Iteration 12Q: 3 clusters Score -296743.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -296780.187500 Penalty: 766.821655
	Iteration 13Q: 3 clusters Score -296780.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -296810.843750 Penalty: 766.821655
	Iteration 14Q: 3 clusters Score -296810.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -296827.593750 Penalty: 766.821655
	Iteration 15Q: 3 clusters Score -296827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -296836.656250 Penalty: 766.821655
	Iteration 16Q: 3 clusters Score -296836.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -296844.343750 Penalty: 766.821655
	Iteration 17Q: 3 clusters Score -296844.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -296849.312500 Penalty: 766.821655
	Iteration 18Q: 3 clusters Score -296849.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -296852.906250 Penalty: 766.821655
	Iteration 19Q: 3 clusters Score -296852.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -296856.375000 Penalty: 766.821655
	Iteration 20F: 3 clusters Score -296856.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -296859.875000 Penalty: 766.821655
	Iteration 21Q: 3 clusters Score -296859.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -296863.218750 Penalty: 766.821655
	Iteration 22Q: 3 clusters Score -296863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -296867.562500 Penalty: 766.821655
	Iteration 23Q: 3 clusters Score -296867.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -296869.250000 Penalty: 766.821655
	Iteration 24Q: 3 clusters Score -296869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -296871.281250 Penalty: 766.821655
	Iteration 25Q: 3 clusters Score -296871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -296873.437500 Penalty: 766.821655
	Iteration 26Q: 3 clusters Score -296873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -296874.781250 Penalty: 766.821655
	Iteration 27Q: 3 clusters Score -296874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -296874.906250 Penalty: 766.821655
	Iteration 28Q: 3 clusters Score -296874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -296875.312500 Penalty: 766.821655
	Iteration 29Q: 3 clusters Score -296875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -296876.031250 Penalty: 766.821655
	Iteration 30Q: 3 clusters Score -296876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -296877.062500 Penalty: 766.821655
	Iteration 31Q: 3 clusters Score -296877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -296877.531250 Penalty: 766.821655
	Iteration 32Q: 3 clusters Score -296877.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -296878.437500 Penalty: 766.821655
	Iteration 33Q: 3 clusters Score -296878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -296877.593750 Penalty: 766.821655
	Iteration 34Q: 3 clusters Score -296877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -296879.093750 Penalty: 766.821655
	Iteration 35Q: 3 clusters Score -296879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -296880.531250 Penalty: 766.821655
	Iteration 36Q: 3 clusters Score -296880.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -296880.687500 Penalty: 766.821655
	Iteration 37Q: 3 clusters Score -296880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -296881.000000 Penalty: 766.821655
	Iteration 38Q: 3 clusters Score -296881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -296881.187500 Penalty: 766.821655
	Iteration 39Q: 3 clusters Score -296881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -296881.718750 Penalty: 766.821655
	Iteration 40F: 3 clusters Score -296881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -296882.687500 Penalty: 766.821655
	Iteration 41Q: 3 clusters Score -296882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -296883.093750 Penalty: 766.821655
	Iteration 42Q: 3 clusters Score -296883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -296882.781250 Penalty: 766.821655
	Iteration 43Q: 3 clusters Score -296882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -296883.781250 Penalty: 766.821655
	Iteration 44Q: 3 clusters Score -296883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -296883.406250 Penalty: 766.821655
	Iteration 45Q: 3 clusters Score -296883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -296884.406250 Penalty: 766.821655
	Iteration 46Q: 3 clusters Score -296884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -296885.218750 Penalty: 766.821655
	Iteration 47Q: 3 clusters Score -296885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -296885.625000 Penalty: 766.821655
	Iteration 48Q: 3 clusters Score -296885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -296886.250000 Penalty: 766.821655
	Iteration 49Q: 3 clusters Score -296886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -296886.687500 Penalty: 766.821655
	Iteration 50Q: 3 clusters Score -296886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -296887.937500 Penalty: 766.821655
	Iteration 51Q: 3 clusters Score -296887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -296888.718750 Penalty: 766.821655
	Iteration 52Q: 3 clusters Score -296888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -296889.687500 Penalty: 766.821655
	Iteration 53Q: 3 clusters Score -296889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -296890.437500 Penalty: 766.821655
	Iteration 54Q: 3 clusters Score -296890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -296891.125000 Penalty: 766.821655
	Iteration 55Q: 3 clusters Score -296891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -296890.968750 Penalty: 766.821655
	Iteration 56Q: 3 clusters Score -296891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -296890.968750 Penalty: 766.821655
	Iteration 57F: 3 clusters Score -296891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -178994.859375 Penalty: 361.811981
	Iteration 0F: 2 clusters Score -178994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -177022.296875 Penalty: 723.623962
	Iteration 0F: 3 clusters Score -177022.3 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -177706.984375 Penalty: 723.623962
	Iteration 1F: 3 clusters Score -177707 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -177853.453125 Penalty: 723.623962
	Iteration 2F: 3 clusters Score -177853.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -178027.781250 Penalty: 723.623962
	Iteration 3F: 3 clusters Score -178027.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -178233.296875 Penalty: 723.623962
	Iteration 4F: 3 clusters Score -178233.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -178454.656250 Penalty: 723.623962
	Iteration 5F: 3 clusters Score -178454.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -178622.906250 Penalty: 723.623962
	Iteration 6F: 3 clusters Score -178622.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178725.734375 Penalty: 723.623962
	Iteration 7Q: 3 clusters Score -178725.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -178766.937500 Penalty: 723.623962
	Iteration 8Q: 3 clusters Score -178766.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178791.765625 Penalty: 723.623962
	Iteration 9Q: 3 clusters Score -178791.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178809.140625 Penalty: 723.623962
	Iteration 10Q: 3 clusters Score -178809.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178816.187500 Penalty: 723.623962
	Iteration 11Q: 3 clusters Score -178816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178822.625000 Penalty: 723.623962
	Iteration 12Q: 3 clusters Score -178822.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178830.609375 Penalty: 723.623962
	Iteration 13Q: 3 clusters Score -178830.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -178836.125000 Penalty: 723.623962
	Iteration 14Q: 3 clusters Score -178836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178839.968750 Penalty: 723.623962
	Iteration 15Q: 3 clusters Score -178840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178842.937500 Penalty: 723.623962
	Iteration 16Q: 3 clusters Score -178842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178845.328125 Penalty: 723.623962
	Iteration 17Q: 3 clusters Score -178845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178845.953125 Penalty: 723.623962
	Iteration 18Q: 3 clusters Score -178846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178845.953125 Penalty: 723.623962
	Iteration 19F: 3 clusters Score -178846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -112581.726562 Penalty: 337.880890
	Iteration 0F: 2 clusters Score -112581.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -111367.453125 Penalty: 675.761780
	Iteration 0F: 3 clusters Score -111367.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -111765.640625 Penalty: 675.761780
	Iteration 1F: 3 clusters Score -111765.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -111816.085938 Penalty: 675.761780
	Iteration 2F: 3 clusters Score -111816.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -111857.976562 Penalty: 675.761780
	Iteration 3Q: 3 clusters Score -111858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111918.289062 Penalty: 675.761780
	Iteration 4Q: 3 clusters Score -111918.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -111983.703125 Penalty: 675.761780
	Iteration 5F: 3 clusters Score -111983.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -112038.523438 Penalty: 675.761780
	Iteration 6Q: 3 clusters Score -112038.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -112082.625000 Penalty: 675.761780
	Iteration 7Q: 3 clusters Score -112082.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112103.343750 Penalty: 675.761780
	Iteration 8Q: 3 clusters Score -112103.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112110.046875 Penalty: 675.761780
	Iteration 9Q: 3 clusters Score -112110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112114.562500 Penalty: 675.761780
	Iteration 10Q: 3 clusters Score -112114.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -112120.273438 Penalty: 675.761780
	Iteration 11Q: 3 clusters Score -112120.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112123.742188 Penalty: 675.761780
	Iteration 12Q: 3 clusters Score -112123.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -112127.109375 Penalty: 675.761780
	Iteration 13Q: 3 clusters Score -112127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112128.203125 Penalty: 675.761780
	Iteration 14Q: 3 clusters Score -112128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112129.320312 Penalty: 675.761780
	Iteration 15Q: 3 clusters Score -112129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -112132.414062 Penalty: 675.761780
	Iteration 16Q: 3 clusters Score -112132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112135.304688 Penalty: 675.761780
	Iteration 17Q: 3 clusters Score -112135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112137.976562 Penalty: 675.761780
	Iteration 18Q: 3 clusters Score -112138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112143.203125 Penalty: 675.761780
	Iteration 19Q: 3 clusters Score -112143.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112148.421875 Penalty: 675.761780
	Iteration 20F: 3 clusters Score -112148.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -112153.992188 Penalty: 675.761780
	Iteration 21Q: 3 clusters Score -112154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -112160.382812 Penalty: 675.761780
	Iteration 22Q: 3 clusters Score -112160.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112166.000000 Penalty: 675.761780
	Iteration 23Q: 3 clusters Score -112166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -112171.351562 Penalty: 675.761780
	Iteration 24Q: 3 clusters Score -112171.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112174.414062 Penalty: 675.761780
	Iteration 25Q: 3 clusters Score -112174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112175.367188 Penalty: 675.761780
	Iteration 26Q: 3 clusters Score -112175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112176.789062 Penalty: 675.761780
	Iteration 27Q: 3 clusters Score -112176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112180.187500 Penalty: 675.761780
	Iteration 28Q: 3 clusters Score -112180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112183.718750 Penalty: 675.761780
	Iteration 29Q: 3 clusters Score -112183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112185.414062 Penalty: 675.761780
	Iteration 30Q: 3 clusters Score -112185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112187.359375 Penalty: 675.761780
	Iteration 31Q: 3 clusters Score -112187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112190.109375 Penalty: 675.761780
	Iteration 32Q: 3 clusters Score -112190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112191.757812 Penalty: 675.761780
	Iteration 33Q: 3 clusters Score -112191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112192.414062 Penalty: 675.761780
	Iteration 34Q: 3 clusters Score -112192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112192.414062 Penalty: 675.761780
	Iteration 35F: 3 clusters Score -112192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68961.187500 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68961.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -68099.750000 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68099.75 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68372.539062 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68372.54 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68423.585938 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68423.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68469.890625 Penalty: 637.361633
	Iteration 3Q: 3 clusters Score -68469.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68517.476562 Penalty: 637.361633
	Iteration 4Q: 3 clusters Score -68517.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -68551.203125 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -68551.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68577.664062 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68577.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68596.882812 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68596.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68609.718750 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68609.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68617.875000 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68617.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68623.531250 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68623.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68626.187500 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68626.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68628.648438 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68628.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68633.929688 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68633.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68637.968750 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -68637.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68641.031250 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -68641.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68645.281250 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -68645.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68650.914062 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -68650.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68657.351562 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -68657.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68661.812500 Penalty: 637.361633
	Iteration 19Q: 3 clusters Score -68661.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68665.781250 Penalty: 637.361633
	Iteration 20F: 3 clusters Score -68665.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68669.257812 Penalty: 637.361633
	Iteration 21Q: 3 clusters Score -68669.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68669.664062 Penalty: 637.361633
	Iteration 22Q: 3 clusters Score -68669.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68669.664062 Penalty: 637.361633
	Iteration 23F: 3 clusters Score -68669.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Entering Unmasked Estep 
Score: -5246507.000000 Penalty: 515.496948
	Iteration 0F: 2 clusters Score -5246507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5191582.000000 Penalty: 1030.993896
	Iteration 0F: 3 clusters Score -5191582 nChanged 40496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5218337.500000 Penalty: 1030.993896
	Iteration 1F: 3 clusters Score -5218338 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5221828.500000 Penalty: 1030.993896
	Iteration 2F: 3 clusters Score -5221828 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -5228513.500000 Penalty: 1030.993896
	Iteration 3F: 3 clusters Score -5228514 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5236978.500000 Penalty: 1030.993896
	Iteration 4F: 3 clusters Score -5236978 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -5241370.000000 Penalty: 1030.993896
	Iteration 5F: 3 clusters Score -5241370 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5243047.000000 Penalty: 1030.993896
	Iteration 6Q: 3 clusters Score -5243047 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5244091.000000 Penalty: 1030.993896
	Iteration 7Q: 3 clusters Score -5244091 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5244686.000000 Penalty: 1030.993896
	Iteration 8Q: 3 clusters Score -5244686 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5245053.000000 Penalty: 1030.993896
	Iteration 9Q: 3 clusters Score -5245053 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -5245235.000000 Penalty: 1030.993896
	Iteration 10Q: 3 clusters Score -5245235 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5245350.000000 Penalty: 1030.993896
	Iteration 11Q: 3 clusters Score -5245350 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5245381.500000 Penalty: 1030.993896
	Iteration 12Q: 3 clusters Score -5245382 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -5245428.500000 Penalty: 1030.993896
	Iteration 13Q: 3 clusters Score -5245428 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -5245408.000000 Penalty: 1030.993896
	Iteration 14Q: 3 clusters Score -5245408 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5245422.000000 Penalty: 1030.993896
	Iteration 15Q: 3 clusters Score -5245422 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -5245392.500000 Penalty: 1030.993896
	Iteration 16Q: 3 clusters Score -5245392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5245393.500000 Penalty: 1030.993896
	Iteration 17Q: 3 clusters Score -5245394 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -5245403.500000 Penalty: 1030.993896
	Iteration 18Q: 3 clusters Score -5245404 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5245380.500000 Penalty: 1030.993896
	Iteration 19Q: 3 clusters Score -5245380 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -5245372.500000 Penalty: 1030.993896
	Iteration 20F: 3 clusters Score -5245372 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5245388.000000 Penalty: 1030.993896
	Iteration 21Q: 3 clusters Score -5245388 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5245342.500000 Penalty: 1030.993896
	Iteration 22Q: 3 clusters Score -5245342 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5245309.000000 Penalty: 1030.993896
	Iteration 23Q: 3 clusters Score -5245309 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5245273.500000 Penalty: 1030.993896
	Iteration 24Q: 3 clusters Score -5245274 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -5245230.000000 Penalty: 1030.993896
	Iteration 25Q: 3 clusters Score -5245230 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5245226.000000 Penalty: 1030.993896
	Iteration 26Q: 3 clusters Score -5245226 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5245225 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5245200.000000 Penalty: 1030.993896
	Iteration 28Q: 3 clusters Score -5245200 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -5245166.000000 Penalty: 1030.993896
	Iteration 29Q: 3 clusters Score -5245166 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5245162.500000 Penalty: 1030.993896
	Iteration 30Q: 3 clusters Score -5245162 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5245141.500000 Penalty: 1030.993896
	Iteration 31Q: 3 clusters Score -5245142 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5245141.000000 Penalty: 1030.993896
	Iteration 32Q: 3 clusters Score -5245141 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5245136.000000 Penalty: 1030.993896
	Iteration 33Q: 3 clusters Score -5245136 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -5245124.000000 Penalty: 1030.993896
	Iteration 34Q: 3 clusters Score -5245124 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -5245115.000000 Penalty: 1030.993896
	Iteration 35Q: 3 clusters Score -5245115 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5245109.500000 Penalty: 1030.993896
	Iteration 36Q: 3 clusters Score -5245110 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5245076 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5245059.500000 Penalty: 1030.993896
	Iteration 38Q: 3 clusters Score -5245060 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5245073.500000 Penalty: 1030.993896
	Iteration 39Q: 3 clusters Score -5245074 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5245070.000000 Penalty: 1030.993896
	Iteration 40F: 3 clusters Score -5245070 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5245060 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5245029.000000 Penalty: 1030.993896
	Iteration 42Q: 3 clusters Score -5245029 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5245016.000000 Penalty: 1030.993896
	Iteration 43Q: 3 clusters Score -5245016 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5245008.500000 Penalty: 1030.993896
	Iteration 44Q: 3 clusters Score -5245008 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5244997 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5245002.500000 Penalty: 1030.993896
	Iteration 46Q: 3 clusters Score -5245002 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5245010 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5244947.500000 Penalty: 1030.993896
	Iteration 48Q: 3 clusters Score -5244948 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5244944.000000 Penalty: 1030.993896
	Iteration 49Q: 3 clusters Score -5244944 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -5244940.500000 Penalty: 1030.993896
	Iteration 50Q: 3 clusters Score -5244940 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5244959.500000 Penalty: 1030.993896
	Iteration 51Q: 3 clusters Score -5244960 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5244999.000000 Penalty: 1030.993896
	Iteration 52Q: 3 clusters Score -5244999 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -5244993.000000 Penalty: 1030.993896
	Iteration 53Q: 3 clusters Score -5244993 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5244985.500000 Penalty: 1030.993896
	Iteration 54Q: 3 clusters Score -5244986 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -5244990.500000 Penalty: 1030.993896
	Iteration 55Q: 3 clusters Score -5244990 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5244999 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5245018.500000 Penalty: 1030.993896
	Iteration 57Q: 3 clusters Score -5245018 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -5245012.500000 Penalty: 1030.993896
	Iteration 58Q: 3 clusters Score -5245012 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5244991.000000 Penalty: 1030.993896
	Iteration 59Q: 3 clusters Score -5244991 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5244985.000000 Penalty: 1030.993896
	Iteration 60F: 3 clusters Score -5244985 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5244960 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5244926.500000 Penalty: 1030.993896
	Iteration 62Q: 3 clusters Score -5244926 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5244929.000000 Penalty: 1030.993896
	Iteration 63Q: 3 clusters Score -5244929 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -5244935.500000 Penalty: 1030.993896
	Iteration 64Q: 3 clusters Score -5244936 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5244903.000000 Penalty: 1030.993896
	Iteration 65Q: 3 clusters Score -5244903 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5244868.000000 Penalty: 1030.993896
	Iteration 66Q: 3 clusters Score -5244868 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5244859.500000 Penalty: 1030.993896
	Iteration 67Q: 3 clusters Score -5244860 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5244838.500000 Penalty: 1030.993896
	Iteration 68Q: 3 clusters Score -5244838 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -5244808.000000 Penalty: 1030.993896
	Iteration 69Q: 3 clusters Score -5244808 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -5244790.000000 Penalty: 1030.993896
	Iteration 70Q: 3 clusters Score -5244790 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5244823.000000 Penalty: 1030.993896
	Iteration 71Q: 3 clusters Score -5244823 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5244836.500000 Penalty: 1030.993896
	Iteration 72Q: 3 clusters Score -5244836 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5244849.500000 Penalty: 1030.993896
	Iteration 73Q: 3 clusters Score -5244850 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5244844 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -5244834.000000 Penalty: 1030.993896
	Iteration 75Q: 3 clusters Score -5244834 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5244802.500000 Penalty: 1030.993896
	Iteration 76Q: 3 clusters Score -5244802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -5244821.500000 Penalty: 1030.993896
	Iteration 77Q: 3 clusters Score -5244822 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5244814 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5244771.000000 Penalty: 1030.993896
	Iteration 79Q: 3 clusters Score -5244771 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -5244765.500000 Penalty: 1030.993896
	Iteration 80F: 3 clusters Score -5244766 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -5245142.500000 Penalty: 1030.993896
	Iteration 81Q: 3 clusters Score -5245142 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5245359.500000 Penalty: 1030.993896
	Iteration 82Q: 3 clusters Score -5245360 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -5245503.500000 Penalty: 1030.993896
	Iteration 83Q: 3 clusters Score -5245504 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5245674 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5245820.000000 Penalty: 1030.993896
	Iteration 85Q: 3 clusters Score -5245820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -5245884.500000 Penalty: 1030.993896
	Iteration 86Q: 3 clusters Score -5245884 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5245946.500000 Penalty: 1030.993896
	Iteration 87Q: 3 clusters Score -5245946 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5245998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5246022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5246025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5246053 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -5246078.500000 Penalty: 1030.993896
	Iteration 92Q: 3 clusters Score -5246078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5246113.500000 Penalty: 1030.993896
	Iteration 93Q: 3 clusters Score -5246114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5246153.000000 Penalty: 1030.993896
	Iteration 94Q: 3 clusters Score -5246153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -5246178.500000 Penalty: 1030.993896
	Iteration 95Q: 3 clusters Score -5246178 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5246220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5246239.000000 Penalty: 1030.993896
	Iteration 97Q: 3 clusters Score -5246239 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5246248.000000 Penalty: 1030.993896
	Iteration 98Q: 3 clusters Score -5246248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -5246260.500000 Penalty: 1030.993896
	Iteration 99Q: 3 clusters Score -5246260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5246300.000000 Penalty: 1030.993896
	Iteration 100F: 3 clusters Score -5246300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5246310.500000 Penalty: 1030.993896
	Iteration 101Q: 3 clusters Score -5246310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5246317.000000 Penalty: 1030.993896
	Iteration 102Q: 3 clusters Score -5246317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -5246339.000000 Penalty: 1030.993896
	Iteration 103Q: 3 clusters Score -5246339 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5246365.000000 Penalty: 1030.993896
	Iteration 104Q: 3 clusters Score -5246365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5246379.000000 Penalty: 1030.993896
	Iteration 105Q: 3 clusters Score -5246379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5246396.500000 Penalty: 1030.993896
	Iteration 106Q: 3 clusters Score -5246396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5246402.000000 Penalty: 1030.993896
	Iteration 107Q: 3 clusters Score -5246402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5246391.500000 Penalty: 1030.993896
	Iteration 108Q: 3 clusters Score -5246392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5246403.500000 Penalty: 1030.993896
	Iteration 109Q: 3 clusters Score -5246404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5246413.500000 Penalty: 1030.993896
	Iteration 110Q: 3 clusters Score -5246414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5246434.500000 Penalty: 1030.993896
	Iteration 111Q: 3 clusters Score -5246434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5246440.000000 Penalty: 1030.993896
	Iteration 112Q: 3 clusters Score -5246440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5246442.500000 Penalty: 1030.993896
	Iteration 113Q: 3 clusters Score -5246442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5246440.500000 Penalty: 1030.993896
	Iteration 114Q: 3 clusters Score -5246440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5246444.000000 Penalty: 1030.993896
	Iteration 115Q: 3 clusters Score -5246444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5246430.000000 Penalty: 1030.993896
	Iteration 116Q: 3 clusters Score -5246430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5246433.000000 Penalty: 1030.993896
	Iteration 117Q: 3 clusters Score -5246433 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5246448.500000 Penalty: 1030.993896
	Iteration 118Q: 3 clusters Score -5246448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5246452.500000 Penalty: 1030.993896
	Iteration 119Q: 3 clusters Score -5246452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5246454.000000 Penalty: 1030.993896
	Iteration 120F: 3 clusters Score -5246454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5246444.500000 Penalty: 1030.993896
	Iteration 121Q: 3 clusters Score -5246444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5246439.000000 Penalty: 1030.993896
	Iteration 122Q: 3 clusters Score -5246439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5246457.000000 Penalty: 1030.993896
	Iteration 123Q: 3 clusters Score -5246457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5246463.000000 Penalty: 1030.993896
	Iteration 124Q: 3 clusters Score -5246463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5246464.500000 Penalty: 1030.993896
	Iteration 125Q: 3 clusters Score -5246464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5246450.500000 Penalty: 1030.993896
	Iteration 126Q: 3 clusters Score -5246450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5246451.500000 Penalty: 1030.993896
	Iteration 127Q: 3 clusters Score -5246452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5246454.500000 Penalty: 1030.993896
	Iteration 128Q: 3 clusters Score -5246454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5246460.500000 Penalty: 1030.993896
	Iteration 129Q: 3 clusters Score -5246460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5246461.500000 Penalty: 1030.993896
	Iteration 130Q: 3 clusters Score -5246462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5246462.500000 Penalty: 1030.993896
	Iteration 131Q: 3 clusters Score -5246462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5246465.000000 Penalty: 1030.993896
	Iteration 132Q: 3 clusters Score -5246465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5246469.000000 Penalty: 1030.993896
	Iteration 133Q: 3 clusters Score -5246469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5246472.000000 Penalty: 1030.993896
	Iteration 134Q: 3 clusters Score -5246472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5246464.500000 Penalty: 1030.993896
	Iteration 135Q: 3 clusters Score -5246464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5246472.500000 Penalty: 1030.993896
	Iteration 136Q: 3 clusters Score -5246472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5246470.500000 Penalty: 1030.993896
	Iteration 137Q: 3 clusters Score -5246470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5246477.500000 Penalty: 1030.993896
	Iteration 138Q: 3 clusters Score -5246478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5246471.500000 Penalty: 1030.993896
	Iteration 139Q: 3 clusters Score -5246472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5246467.000000 Penalty: 1030.993896
	Iteration 140F: 3 clusters Score -5246467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5246476.500000 Penalty: 1030.993896
	Iteration 141Q: 3 clusters Score -5246476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5246467.500000 Penalty: 1030.993896
	Iteration 142Q: 3 clusters Score -5246468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5246471.000000 Penalty: 1030.993896
	Iteration 143Q: 3 clusters Score -5246471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5246467.500000 Penalty: 1030.993896
	Iteration 144Q: 3 clusters Score -5246468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5246459.000000 Penalty: 1030.993896
	Iteration 145Q: 3 clusters Score -5246459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5246462.000000 Penalty: 1030.993896
	Iteration 146Q: 3 clusters Score -5246462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5246467.000000 Penalty: 1030.993896
	Iteration 147Q: 3 clusters Score -5246467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5246466.500000 Penalty: 1030.993896
	Iteration 148Q: 3 clusters Score -5246466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5246466.000000 Penalty: 1030.993896
	Iteration 149Q: 3 clusters Score -5246466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5246455.000000 Penalty: 1030.993896
	Iteration 150Q: 3 clusters Score -5246455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5246459.500000 Penalty: 1030.993896
	Iteration 151Q: 3 clusters Score -5246460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5246460.000000 Penalty: 1030.993896
	Iteration 152Q: 3 clusters Score -5246460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5246455.000000 Penalty: 1030.993896
	Iteration 153Q: 3 clusters Score -5246455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5246455.500000 Penalty: 1030.993896
	Iteration 154Q: 3 clusters Score -5246456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5246453.000000 Penalty: 1030.993896
	Iteration 155Q: 3 clusters Score -5246453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5246456.500000 Penalty: 1030.993896
	Iteration 156Q: 3 clusters Score -5246456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5246456.000000 Penalty: 1030.993896
	Iteration 157Q: 3 clusters Score -5246456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5246456.000000 Penalty: 1030.993896
	Iteration 158F: 3 clusters Score -5246456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -78616.960938 Penalty: 325.463867
	Iteration 0F: 2 clusters Score -78616.96 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 673 members 
Entering Unmasked Estep 
Score: -77634.335938 Penalty: 650.927734
	Iteration 0F: 3 clusters Score -77634.34 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -77935.257812 Penalty: 650.927734
	Iteration 1F: 3 clusters Score -77935.26 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -78014.742188 Penalty: 650.927734
	Iteration 2F: 3 clusters Score -78014.74 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78066.250000 Penalty: 650.927734
	Iteration 3F: 3 clusters Score -78066.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -78104.179688 Penalty: 650.927734
	Iteration 4Q: 3 clusters Score -78104.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -78135.953125 Penalty: 650.927734
	Iteration 5Q: 3 clusters Score -78135.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -78172.250000 Penalty: 650.927734
	Iteration 6Q: 3 clusters Score -78172.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -78216.101562 Penalty: 650.927734
	Iteration 7Q: 3 clusters Score -78216.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -78253.835938 Penalty: 650.927734
	Iteration 8Q: 3 clusters Score -78253.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -78280.492188 Penalty: 650.927734
	Iteration 9Q: 3 clusters Score -78280.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -78300.421875 Penalty: 650.927734
	Iteration 10Q: 3 clusters Score -78300.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -78314.726562 Penalty: 650.927734
	Iteration 11Q: 3 clusters Score -78314.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -78325.210938 Penalty: 650.927734
	Iteration 12Q: 3 clusters Score -78325.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -78335.343750 Penalty: 650.927734
	Iteration 13Q: 3 clusters Score -78335.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -78340.812500 Penalty: 650.927734
	Iteration 14Q: 3 clusters Score -78340.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -78345.492188 Penalty: 650.927734
	Iteration 15Q: 3 clusters Score -78345.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -78351.109375 Penalty: 650.927734
	Iteration 16Q: 3 clusters Score -78351.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -78353.054688 Penalty: 650.927734
	Iteration 17Q: 3 clusters Score -78353.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -78354.796875 Penalty: 650.927734
	Iteration 18Q: 3 clusters Score -78354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -78355.437500 Penalty: 650.927734
	Iteration 19Q: 3 clusters Score -78355.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -78355.945312 Penalty: 650.927734
	Iteration 20F: 3 clusters Score -78355.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Entering Unmasked Estep 
Score: -2768607.500000 Penalty: 484.174683
	Iteration 0F: 2 clusters Score -2768608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2741134.750000 Penalty: 968.349365
	Iteration 0F: 3 clusters Score -2741135 nChanged 20224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2753717.250000 Penalty: 968.349365
	Iteration 1F: 3 clusters Score -2753717 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2754751.750000 Penalty: 968.349365
	Iteration 2F: 3 clusters Score -2754752 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2756288.250000 Penalty: 968.349365
	Iteration 3F: 3 clusters Score -2756288 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2758366.250000 Penalty: 968.349365
	Iteration 4F: 3 clusters Score -2758366 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2760811.500000 Penalty: 968.349365
	Iteration 5F: 3 clusters Score -2760812 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2763167.750000 Penalty: 968.349365
	Iteration 6F: 3 clusters Score -2763168 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2764893.250000 Penalty: 968.349365
	Iteration 7Q: 3 clusters Score -2764893 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2766222.250000 Penalty: 968.349365
	Iteration 8Q: 3 clusters Score -2766222 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2766961.000000 Penalty: 968.349365
	Iteration 9Q: 3 clusters Score -2766961 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2767455.250000 Penalty: 968.349365
	Iteration 10Q: 3 clusters Score -2767455 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2767717.500000 Penalty: 968.349365
	Iteration 11Q: 3 clusters Score -2767718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2767824.000000 Penalty: 968.349365
	Iteration 12Q: 3 clusters Score -2767824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2767906.000000 Penalty: 968.349365
	Iteration 13Q: 3 clusters Score -2767906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2767974.750000 Penalty: 968.349365
	Iteration 14Q: 3 clusters Score -2767975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2768027.500000 Penalty: 968.349365
	Iteration 15Q: 3 clusters Score -2768028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2768062.000000 Penalty: 968.349365
	Iteration 16Q: 3 clusters Score -2768062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2768078.500000 Penalty: 968.349365
	Iteration 17Q: 3 clusters Score -2768078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2768087.500000 Penalty: 968.349365
	Iteration 18Q: 3 clusters Score -2768088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2768093.000000 Penalty: 968.349365
	Iteration 19Q: 3 clusters Score -2768093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2768096.750000 Penalty: 968.349365
	Iteration 20F: 3 clusters Score -2768097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2768102.250000 Penalty: 968.349365
	Iteration 21Q: 3 clusters Score -2768102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2768101.250000 Penalty: 968.349365
	Iteration 22Q: 3 clusters Score -2768101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2768101.750000 Penalty: 968.349365
	Iteration 23Q: 3 clusters Score -2768102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2768102.000000 Penalty: 968.349365
	Iteration 24Q: 3 clusters Score -2768102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2768110.500000 Penalty: 968.349365
	Iteration 25Q: 3 clusters Score -2768110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2768120.250000 Penalty: 968.349365
	Iteration 26Q: 3 clusters Score -2768120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2768129.750000 Penalty: 968.349365
	Iteration 27Q: 3 clusters Score -2768130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2768130.250000 Penalty: 968.349365
	Iteration 28Q: 3 clusters Score -2768130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2768136.000000 Penalty: 968.349365
	Iteration 29Q: 3 clusters Score -2768136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2768143.000000 Penalty: 968.349365
	Iteration 30Q: 3 clusters Score -2768143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2768152.250000 Penalty: 968.349365
	Iteration 31Q: 3 clusters Score -2768152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2768164.000000 Penalty: 968.349365
	Iteration 32Q: 3 clusters Score -2768164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2768170.250000 Penalty: 968.349365
	Iteration 33Q: 3 clusters Score -2768170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2768174.250000 Penalty: 968.349365
	Iteration 34Q: 3 clusters Score -2768174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2768173.500000 Penalty: 968.349365
	Iteration 35Q: 3 clusters Score -2768174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2768173.500000 Penalty: 968.349365
	Iteration 36F: 3 clusters Score -2768174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Entering Unmasked Estep 
Score: -2845445.750000 Penalty: 486.084625
	Iteration 0F: 2 clusters Score -2845446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2817045.500000 Penalty: 972.169250
	Iteration 0F: 3 clusters Score -2817046 nChanged 21196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2830735.750000 Penalty: 972.169250
	Iteration 1F: 3 clusters Score -2830736 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2832246.000000 Penalty: 972.169250
	Iteration 2F: 3 clusters Score -2832246 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2834412.000000 Penalty: 972.169250
	Iteration 3F: 3 clusters Score -2834412 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2837206.000000 Penalty: 972.169250
	Iteration 4F: 3 clusters Score -2837206 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2840021.750000 Penalty: 972.169250
	Iteration 5F: 3 clusters Score -2840022 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2842610.500000 Penalty: 972.169250
	Iteration 6Q: 3 clusters Score -2842610 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2843963.500000 Penalty: 972.169250
	Iteration 7Q: 3 clusters Score -2843964 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2844558.500000 Penalty: 972.169250
	Iteration 8Q: 3 clusters Score -2844558 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2844817.750000 Penalty: 972.169250
	Iteration 9Q: 3 clusters Score -2844818 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2844940.250000 Penalty: 972.169250
	Iteration 10Q: 3 clusters Score -2844940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2845005.500000 Penalty: 972.169250
	Iteration 11Q: 3 clusters Score -2845006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2845031.750000 Penalty: 972.169250
	Iteration 12Q: 3 clusters Score -2845032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2845043.250000 Penalty: 972.169250
	Iteration 13Q: 3 clusters Score -2845043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2845053.000000 Penalty: 972.169250
	Iteration 14Q: 3 clusters Score -2845053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2845057.000000 Penalty: 972.169250
	Iteration 15Q: 3 clusters Score -2845057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2845065.500000 Penalty: 972.169250
	Iteration 16Q: 3 clusters Score -2845066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2845063.500000 Penalty: 972.169250
	Iteration 17Q: 3 clusters Score -2845064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2845064.250000 Penalty: 972.169250
	Iteration 18Q: 3 clusters Score -2845064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2845063.500000 Penalty: 972.169250
	Iteration 19Q: 3 clusters Score -2845064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2845061.500000 Penalty: 972.169250
	Iteration 20F: 3 clusters Score -2845062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2845063.500000 Penalty: 972.169250
	Iteration 21Q: 3 clusters Score -2845064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2845064.250000 Penalty: 972.169250
	Iteration 22Q: 3 clusters Score -2845064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2845067.750000 Penalty: 972.169250
	Iteration 23Q: 3 clusters Score -2845068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2845068.500000 Penalty: 972.169250
	Iteration 24Q: 3 clusters Score -2845068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2845069.000000 Penalty: 972.169250
	Iteration 25Q: 3 clusters Score -2845069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2845071.250000 Penalty: 972.169250
	Iteration 26Q: 3 clusters Score -2845071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2845072.250000 Penalty: 972.169250
	Iteration 27Q: 3 clusters Score -2845072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2845072.250000 Penalty: 972.169250
	Iteration 28F: 3 clusters Score -2845072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Entering Unmasked Estep 
Score: -714412.812500 Penalty: 426.508728
	Iteration 0F: 2 clusters Score -714412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -706564.625000 Penalty: 853.017456
	Iteration 0F: 3 clusters Score -706564.6 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -709701.562500 Penalty: 853.017456
	Iteration 1F: 3 clusters Score -709701.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -709880.625000 Penalty: 853.017456
	Iteration 2Q: 3 clusters Score -709880.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -710094.750000 Penalty: 853.017456
	Iteration 3Q: 3 clusters Score -710094.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -710406.625000 Penalty: 853.017456
	Iteration 4Q: 3 clusters Score -710406.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -710885.062500 Penalty: 853.017456
	Iteration 5F: 3 clusters Score -710885.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -711524.187500 Penalty: 853.017456
	Iteration 6F: 3 clusters Score -711524.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -712065.250000 Penalty: 853.017456
	Iteration 7F: 3 clusters Score -712065.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -712328.375000 Penalty: 853.017456
	Iteration 8Q: 3 clusters Score -712328.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -712469.562500 Penalty: 853.017456
	Iteration 9Q: 3 clusters Score -712469.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -712567.937500 Penalty: 853.017456
	Iteration 10Q: 3 clusters Score -712567.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -712660.125000 Penalty: 853.017456
	Iteration 11Q: 3 clusters Score -712660.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -712764.562500 Penalty: 853.017456
	Iteration 12Q: 3 clusters Score -712764.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -712872.375000 Penalty: 853.017456
	Iteration 13Q: 3 clusters Score -712872.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -712950.812500 Penalty: 853.017456
	Iteration 14Q: 3 clusters Score -712950.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -713025.437500 Penalty: 853.017456
	Iteration 15Q: 3 clusters Score -713025.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -713084.625000 Penalty: 853.017456
	Iteration 16Q: 3 clusters Score -713084.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -713140.187500 Penalty: 853.017456
	Iteration 17Q: 3 clusters Score -713140.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -713198.250000 Penalty: 853.017456
	Iteration 18Q: 3 clusters Score -713198.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -713246.375000 Penalty: 853.017456
	Iteration 19Q: 3 clusters Score -713246.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -713294.437500 Penalty: 853.017456
	Iteration 20F: 3 clusters Score -713294.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -713340.812500 Penalty: 853.017456
	Iteration 21Q: 3 clusters Score -713340.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -713375.062500 Penalty: 853.017456
	Iteration 22Q: 3 clusters Score -713375.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -713401.000000 Penalty: 853.017456
	Iteration 23Q: 3 clusters Score -713401 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -713422.937500 Penalty: 853.017456
	Iteration 24Q: 3 clusters Score -713422.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -713440.562500 Penalty: 853.017456
	Iteration 25Q: 3 clusters Score -713440.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -713452.875000 Penalty: 853.017456
	Iteration 26Q: 3 clusters Score -713452.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -713460.562500 Penalty: 853.017456
	Iteration 27Q: 3 clusters Score -713460.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -713466.187500 Penalty: 853.017456
	Iteration 28Q: 3 clusters Score -713466.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -713469.937500 Penalty: 853.017456
	Iteration 29Q: 3 clusters Score -713469.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -713472.062500 Penalty: 853.017456
	Iteration 30Q: 3 clusters Score -713472.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -713475.812500 Penalty: 853.017456
	Iteration 31Q: 3 clusters Score -713475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -713479.625000 Penalty: 853.017456
	Iteration 32Q: 3 clusters Score -713479.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -713478.437500 Penalty: 853.017456
	Iteration 33Q: 3 clusters Score -713478.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -713480.875000 Penalty: 853.017456
	Iteration 34Q: 3 clusters Score -713480.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -713485.062500 Penalty: 853.017456
	Iteration 35Q: 3 clusters Score -713485.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -713486.062500 Penalty: 853.017456
	Iteration 36Q: 3 clusters Score -713486.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -713487.562500 Penalty: 853.017456
	Iteration 37Q: 3 clusters Score -713487.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -713488.562500 Penalty: 853.017456
	Iteration 38Q: 3 clusters Score -713488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -713488.937500 Penalty: 853.017456
	Iteration 39Q: 3 clusters Score -713488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -713489.500000 Penalty: 853.017456
	Iteration 40F: 3 clusters Score -713489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -713489.812500 Penalty: 853.017456
	Iteration 41Q: 3 clusters Score -713489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -713489.187500 Penalty: 853.017456
	Iteration 42Q: 3 clusters Score -713489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -713489.187500 Penalty: 853.017456
	Iteration 43F: 3 clusters Score -713489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -198216.515625 Penalty: 371.225494
	Iteration 0F: 2 clusters Score -198216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -195795.484375 Penalty: 742.450989
	Iteration 0F: 3 clusters Score -195795.5 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -196753.015625 Penalty: 742.450989
	Iteration 1F: 3 clusters Score -196753 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -196947.703125 Penalty: 742.450989
	Iteration 2F: 3 clusters Score -196947.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -197099.406250 Penalty: 742.450989
	Iteration 3F: 3 clusters Score -197099.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -197233.437500 Penalty: 742.450989
	Iteration 4F: 3 clusters Score -197233.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -197347.000000 Penalty: 742.450989
	Iteration 5Q: 3 clusters Score -197347 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -197452.390625 Penalty: 742.450989
	Iteration 6Q: 3 clusters Score -197452.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -197541.109375 Penalty: 742.450989
	Iteration 7Q: 3 clusters Score -197541.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -197616.234375 Penalty: 742.450989
	Iteration 8Q: 3 clusters Score -197616.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -197698.218750 Penalty: 742.450989
	Iteration 9Q: 3 clusters Score -197698.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -197753.437500 Penalty: 742.450989
	Iteration 10Q: 3 clusters Score -197753.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -197800.000000 Penalty: 742.450989
	Iteration 11Q: 3 clusters Score -197800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -197832.781250 Penalty: 742.450989
	Iteration 12Q: 3 clusters Score -197832.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -197858.906250 Penalty: 742.450989
	Iteration 13Q: 3 clusters Score -197858.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -197880.625000 Penalty: 742.450989
	Iteration 14Q: 3 clusters Score -197880.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -197896.859375 Penalty: 742.450989
	Iteration 15Q: 3 clusters Score -197896.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -197913.812500 Penalty: 742.450989
	Iteration 16Q: 3 clusters Score -197913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -197924.828125 Penalty: 742.450989
	Iteration 17Q: 3 clusters Score -197924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -197928.671875 Penalty: 742.450989
	Iteration 18Q: 3 clusters Score -197928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -197931.531250 Penalty: 742.450989
	Iteration 19Q: 3 clusters Score -197931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -197937.437500 Penalty: 742.450989
	Iteration 20F: 3 clusters Score -197937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -197940.937500 Penalty: 742.450989
	Iteration 21Q: 3 clusters Score -197940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -197945.906250 Penalty: 742.450989
	Iteration 22Q: 3 clusters Score -197945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -197949.453125 Penalty: 742.450989
	Iteration 23Q: 3 clusters Score -197949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -197950.562500 Penalty: 742.450989
	Iteration 24Q: 3 clusters Score -197950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -197952.828125 Penalty: 742.450989
	Iteration 25Q: 3 clusters Score -197952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -197955.562500 Penalty: 742.450989
	Iteration 26Q: 3 clusters Score -197955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -197956.046875 Penalty: 742.450989
	Iteration 27Q: 3 clusters Score -197956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -197956.046875 Penalty: 742.450989
	Iteration 28F: 3 clusters Score -197956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -130453.601562 Penalty: 349.887207
	Iteration 0F: 2 clusters Score -130453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128886.695312 Penalty: 699.774414
	Iteration 0F: 3 clusters Score -128886.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -129537.953125 Penalty: 699.774414
	Iteration 1F: 3 clusters Score -129538 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -129684.625000 Penalty: 699.774414
	Iteration 2F: 3 clusters Score -129684.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -129776.328125 Penalty: 699.774414
	Iteration 3F: 3 clusters Score -129776.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -129846.562500 Penalty: 699.774414
	Iteration 4Q: 3 clusters Score -129846.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -129891.242188 Penalty: 699.774414
	Iteration 5Q: 3 clusters Score -129891.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129926.500000 Penalty: 699.774414
	Iteration 6Q: 3 clusters Score -129926.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129961.132812 Penalty: 699.774414
	Iteration 7Q: 3 clusters Score -129961.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129983.765625 Penalty: 699.774414
	Iteration 8Q: 3 clusters Score -129983.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129999.312500 Penalty: 699.774414
	Iteration 9Q: 3 clusters Score -129999.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -130009.320312 Penalty: 699.774414
	Iteration 10Q: 3 clusters Score -130009.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130017.851562 Penalty: 699.774414
	Iteration 11Q: 3 clusters Score -130017.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130024.039062 Penalty: 699.774414
	Iteration 12Q: 3 clusters Score -130024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -130029.484375 Penalty: 699.774414
	Iteration 13Q: 3 clusters Score -130029.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130034.718750 Penalty: 699.774414
	Iteration 14Q: 3 clusters Score -130034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130036.820312 Penalty: 699.774414
	Iteration 15Q: 3 clusters Score -130036.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130039.710938 Penalty: 699.774414
	Iteration 16Q: 3 clusters Score -130039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130045.375000 Penalty: 699.774414
	Iteration 17Q: 3 clusters Score -130045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130048.335938 Penalty: 699.774414
	Iteration 18Q: 3 clusters Score -130048.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130052.000000 Penalty: 699.774414
	Iteration 19Q: 3 clusters Score -130052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130052.984375 Penalty: 699.774414
	Iteration 20F: 3 clusters Score -130053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130054.382812 Penalty: 699.774414
	Iteration 21Q: 3 clusters Score -130054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -130055.882812 Penalty: 699.774414
	Iteration 22Q: 3 clusters Score -130055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -130056.593750 Penalty: 699.774414
	Iteration 23Q: 3 clusters Score -130056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -130057.890625 Penalty: 699.774414
	Iteration 24Q: 3 clusters Score -130057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -130061.273438 Penalty: 699.774414
	Iteration 25Q: 3 clusters Score -130061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130062.148438 Penalty: 699.774414
	Iteration 26Q: 3 clusters Score -130062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130063.000000 Penalty: 699.774414
	Iteration 27Q: 3 clusters Score -130063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130063.796875 Penalty: 699.774414
	Iteration 28Q: 3 clusters Score -130063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130064.937500 Penalty: 699.774414
	Iteration 29Q: 3 clusters Score -130064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130065.617188 Penalty: 699.774414
	Iteration 30Q: 3 clusters Score -130065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130066.101562 Penalty: 699.774414
	Iteration 31Q: 3 clusters Score -130066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -130066.203125 Penalty: 699.774414
	Iteration 32Q: 3 clusters Score -130066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130066.406250 Penalty: 699.774414
	Iteration 33Q: 3 clusters Score -130066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130066.406250 Penalty: 699.774414
	Iteration 34F: 3 clusters Score -130066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -109042.648438 Penalty: 338.606750
	Iteration 0F: 2 clusters Score -109042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -107777.750000 Penalty: 677.213501
	Iteration 0F: 3 clusters Score -107777.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -108281.750000 Penalty: 677.213501
	Iteration 1F: 3 clusters Score -108281.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -108425.617188 Penalty: 677.213501
	Iteration 2F: 3 clusters Score -108425.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108546.414062 Penalty: 677.213501
	Iteration 3F: 3 clusters Score -108546.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108628.750000 Penalty: 677.213501
	Iteration 4F: 3 clusters Score -108628.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108670.117188 Penalty: 677.213501
	Iteration 5Q: 3 clusters Score -108670.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108698.695312 Penalty: 677.213501
	Iteration 6Q: 3 clusters Score -108698.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108721.429688 Penalty: 677.213501
	Iteration 7Q: 3 clusters Score -108721.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108739.992188 Penalty: 677.213501
	Iteration 8Q: 3 clusters Score -108740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108755.703125 Penalty: 677.213501
	Iteration 9Q: 3 clusters Score -108755.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -108769.382812 Penalty: 677.213501
	Iteration 10Q: 3 clusters Score -108769.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108778.523438 Penalty: 677.213501
	Iteration 11Q: 3 clusters Score -108778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108789.953125 Penalty: 677.213501
	Iteration 12Q: 3 clusters Score -108790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108805.156250 Penalty: 677.213501
	Iteration 13Q: 3 clusters Score -108805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -108823.031250 Penalty: 677.213501
	Iteration 14Q: 3 clusters Score -108823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -108830.078125 Penalty: 677.213501
	Iteration 15Q: 3 clusters Score -108830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -108832.765625 Penalty: 677.213501
	Iteration 16Q: 3 clusters Score -108832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -108834.289062 Penalty: 677.213501
	Iteration 17Q: 3 clusters Score -108834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -108836.710938 Penalty: 677.213501
	Iteration 18Q: 3 clusters Score -108836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -108843.453125 Penalty: 677.213501
	Iteration 19Q: 3 clusters Score -108843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -108846.664062 Penalty: 677.213501
	Iteration 20F: 3 clusters Score -108846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -108848.578125 Penalty: 677.213501
	Iteration 21Q: 3 clusters Score -108848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -108850.835938 Penalty: 677.213501
	Iteration 22Q: 3 clusters Score -108850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108855.070312 Penalty: 677.213501
	Iteration 23Q: 3 clusters Score -108855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108859.031250 Penalty: 677.213501
	Iteration 24Q: 3 clusters Score -108859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -108865.937500 Penalty: 677.213501
	Iteration 25Q: 3 clusters Score -108865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -108868.234375 Penalty: 677.213501
	Iteration 26Q: 3 clusters Score -108868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -108868.984375 Penalty: 677.213501
	Iteration 27Q: 3 clusters Score -108869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -108870.757812 Penalty: 677.213501
	Iteration 28Q: 3 clusters Score -108870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -108872.093750 Penalty: 677.213501
	Iteration 29Q: 3 clusters Score -108872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -108873.351562 Penalty: 677.213501
	Iteration 30Q: 3 clusters Score -108873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -108874.703125 Penalty: 677.213501
	Iteration 31Q: 3 clusters Score -108874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -108875.281250 Penalty: 677.213501
	Iteration 32Q: 3 clusters Score -108875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -108875.281250 Penalty: 677.213501
	Iteration 33F: 3 clusters Score -108875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -38924.750000 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -38924.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38307.433594 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -38307.43 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38474.113281 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -38474.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38518.941406 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -38518.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38547.503906 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -38547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38565.292969 Penalty: 595.364929
	Iteration 4Q: 3 clusters Score -38565.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38584.226562 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -38584.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38608.136719 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -38608.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38621.687500 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -38621.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38638.250000 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -38638.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -38659.554688 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -38659.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38672.187500 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -38672.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38685.496094 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -38685.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38707.542969 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -38707.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38735.925781 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -38735.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38760.605469 Penalty: 595.364929
	Iteration 14Q: 3 clusters Score -38760.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38776.480469 Penalty: 595.364929
	Iteration 15Q: 3 clusters Score -38776.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38786.628906 Penalty: 595.364929
	Iteration 16Q: 3 clusters Score -38786.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -38794.132812 Penalty: 595.364929
	Iteration 17Q: 3 clusters Score -38794.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38802.917969 Penalty: 595.364929
	Iteration 18Q: 3 clusters Score -38802.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -38809.300781 Penalty: 595.364929
	Iteration 19Q: 3 clusters Score -38809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38810.695312 Penalty: 595.364929
	Iteration 20F: 3 clusters Score -38810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38811.179688 Penalty: 595.364929
	Iteration 21Q: 3 clusters Score -38811.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38811.449219 Penalty: 595.364929
	Iteration 22Q: 3 clusters Score -38811.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38811.449219 Penalty: 595.364929
	Iteration 23F: 3 clusters Score -38811.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -59577.765625 Penalty: 315.470734
	Iteration 0F: 2 clusters Score -59577.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58748.980469 Penalty: 630.941467
	Iteration 0F: 3 clusters Score -58748.98 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59001.238281 Penalty: 630.941467
	Iteration 1F: 3 clusters Score -59001.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59046.988281 Penalty: 630.941467
	Iteration 2F: 3 clusters Score -59046.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59089.039062 Penalty: 630.941467
	Iteration 3F: 3 clusters Score -59089.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59116.644531 Penalty: 630.941467
	Iteration 4Q: 3 clusters Score -59116.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -59139.261719 Penalty: 630.941467
	Iteration 5Q: 3 clusters Score -59139.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59157.023438 Penalty: 630.941467
	Iteration 6Q: 3 clusters Score -59157.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -59176.441406 Penalty: 630.941467
	Iteration 7Q: 3 clusters Score -59176.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59191.769531 Penalty: 630.941467
	Iteration 8Q: 3 clusters Score -59191.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59205.824219 Penalty: 630.941467
	Iteration 9Q: 3 clusters Score -59205.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59213.878906 Penalty: 630.941467
	Iteration 10Q: 3 clusters Score -59213.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59218.964844 Penalty: 630.941467
	Iteration 11Q: 3 clusters Score -59218.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59222.718750 Penalty: 630.941467
	Iteration 12Q: 3 clusters Score -59222.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59223.804688 Penalty: 630.941467
	Iteration 13Q: 3 clusters Score -59223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59226.550781 Penalty: 630.941467
	Iteration 14Q: 3 clusters Score -59226.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59228.917969 Penalty: 630.941467
	Iteration 15Q: 3 clusters Score -59228.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59230.480469 Penalty: 630.941467
	Iteration 16Q: 3 clusters Score -59230.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59232.039062 Penalty: 630.941467
	Iteration 17Q: 3 clusters Score -59232.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59232.851562 Penalty: 630.941467
	Iteration 18Q: 3 clusters Score -59232.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59233.199219 Penalty: 630.941467
	Iteration 19Q: 3 clusters Score -59233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59234.324219 Penalty: 630.941467
	Iteration 20F: 3 clusters Score -59234.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59236.957031 Penalty: 630.941467
	Iteration 21Q: 3 clusters Score -59236.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59239.812500 Penalty: 630.941467
	Iteration 22Q: 3 clusters Score -59239.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59243.335938 Penalty: 630.941467
	Iteration 23Q: 3 clusters Score -59243.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59246.304688 Penalty: 630.941467
	Iteration 24Q: 3 clusters Score -59246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59248.835938 Penalty: 630.941467
	Iteration 25Q: 3 clusters Score -59248.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59253.601562 Penalty: 630.941467
	Iteration 26Q: 3 clusters Score -59253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59259.171875 Penalty: 630.941467
	Iteration 27Q: 3 clusters Score -59259.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59264.046875 Penalty: 630.941467
	Iteration 28Q: 3 clusters Score -59264.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59272.203125 Penalty: 630.941467
	Iteration 29Q: 3 clusters Score -59272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -59278.484375 Penalty: 630.941467
	Iteration 30Q: 3 clusters Score -59278.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59283.082031 Penalty: 630.941467
	Iteration 31Q: 3 clusters Score -59283.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59286.660156 Penalty: 630.941467
	Iteration 32Q: 3 clusters Score -59286.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -59289.773438 Penalty: 630.941467
	Iteration 33Q: 3 clusters Score -59289.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59291.867188 Penalty: 630.941467
	Iteration 34Q: 3 clusters Score -59291.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59295.269531 Penalty: 630.941467
	Iteration 35Q: 3 clusters Score -59295.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -59300.003906 Penalty: 630.941467
	Iteration 36Q: 3 clusters Score -59300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59306.335938 Penalty: 630.941467
	Iteration 37Q: 3 clusters Score -59306.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59317.585938 Penalty: 630.941467
	Iteration 38Q: 3 clusters Score -59317.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -59326.144531 Penalty: 630.941467
	Iteration 39Q: 3 clusters Score -59326.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59332.425781 Penalty: 630.941467
	Iteration 40F: 3 clusters Score -59332.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -59337.523438 Penalty: 630.941467
	Iteration 41Q: 3 clusters Score -59337.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -59339.996094 Penalty: 630.941467
	Iteration 42Q: 3 clusters Score -59340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -59341.218750 Penalty: 630.941467
	Iteration 43Q: 3 clusters Score -59341.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -59342.765625 Penalty: 630.941467
	Iteration 44Q: 3 clusters Score -59342.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -59343.464844 Penalty: 630.941467
	Iteration 45Q: 3 clusters Score -59343.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -59344.421875 Penalty: 630.941467
	Iteration 46Q: 3 clusters Score -59344.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -59345.554688 Penalty: 630.941467
	Iteration 47Q: 3 clusters Score -59345.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59348.828125 Penalty: 630.941467
	Iteration 48Q: 3 clusters Score -59348.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59352.265625 Penalty: 630.941467
	Iteration 49Q: 3 clusters Score -59352.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59354.320312 Penalty: 630.941467
	Iteration 50Q: 3 clusters Score -59354.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59354.968750 Penalty: 630.941467
	Iteration 51Q: 3 clusters Score -59354.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59355.773438 Penalty: 630.941467
	Iteration 52Q: 3 clusters Score -59355.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59356.855469 Penalty: 630.941467
	Iteration 53Q: 3 clusters Score -59356.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -59358.117188 Penalty: 630.941467
	Iteration 54Q: 3 clusters Score -59358.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -59359.632812 Penalty: 630.941467
	Iteration 55Q: 3 clusters Score -59359.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59362.132812 Penalty: 630.941467
	Iteration 56Q: 3 clusters Score -59362.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59365.027344 Penalty: 630.941467
	Iteration 57Q: 3 clusters Score -59365.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -59366.558594 Penalty: 630.941467
	Iteration 58Q: 3 clusters Score -59366.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59367.562500 Penalty: 630.941467
	Iteration 59Q: 3 clusters Score -59367.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59370.062500 Penalty: 630.941467
	Iteration 60F: 3 clusters Score -59370.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59373.164062 Penalty: 630.941467
	Iteration 61Q: 3 clusters Score -59373.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -59378.445312 Penalty: 630.941467
	Iteration 62Q: 3 clusters Score -59378.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -59383.273438 Penalty: 630.941467
	Iteration 63Q: 3 clusters Score -59383.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59384.726562 Penalty: 630.941467
	Iteration 64Q: 3 clusters Score -59384.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59385.968750 Penalty: 630.941467
	Iteration 65Q: 3 clusters Score -59385.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -59386.808594 Penalty: 630.941467
	Iteration 66Q: 3 clusters Score -59386.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -59387.312500 Penalty: 630.941467
	Iteration 67Q: 3 clusters Score -59387.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59387.753906 Penalty: 630.941467
	Iteration 68Q: 3 clusters Score -59387.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59388.488281 Penalty: 630.941467
	Iteration 69Q: 3 clusters Score -59388.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59388.613281 Penalty: 630.941467
	Iteration 70Q: 3 clusters Score -59388.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59388.613281 Penalty: 630.941467
	Iteration 71F: 3 clusters Score -59388.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -157598.859375 Penalty: 356.734253
	Iteration 0F: 2 clusters Score -157598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -155837.968750 Penalty: 713.468506
	Iteration 0F: 3 clusters Score -155838 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -156423.046875 Penalty: 713.468506
	Iteration 1F: 3 clusters Score -156423 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -156503.718750 Penalty: 713.468506
	Iteration 2F: 3 clusters Score -156503.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -156568.031250 Penalty: 713.468506
	Iteration 3F: 3 clusters Score -156568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -156632.703125 Penalty: 713.468506
	Iteration 4Q: 3 clusters Score -156632.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -156697.078125 Penalty: 713.468506
	Iteration 5Q: 3 clusters Score -156697.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -156754.875000 Penalty: 713.468506
	Iteration 6Q: 3 clusters Score -156754.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -156809.453125 Penalty: 713.468506
	Iteration 7Q: 3 clusters Score -156809.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -156872.625000 Penalty: 713.468506
	Iteration 8Q: 3 clusters Score -156872.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -156953.625000 Penalty: 713.468506
	Iteration 9Q: 3 clusters Score -156953.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -157019.578125 Penalty: 713.468506
	Iteration 10Q: 3 clusters Score -157019.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -157052.281250 Penalty: 713.468506
	Iteration 11Q: 3 clusters Score -157052.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -157072.281250 Penalty: 713.468506
	Iteration 12Q: 3 clusters Score -157072.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -157087.546875 Penalty: 713.468506
	Iteration 13Q: 3 clusters Score -157087.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -157100.734375 Penalty: 713.468506
	Iteration 14Q: 3 clusters Score -157100.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -157109.562500 Penalty: 713.468506
	Iteration 15Q: 3 clusters Score -157109.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -157119.781250 Penalty: 713.468506
	Iteration 16Q: 3 clusters Score -157119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -157125.828125 Penalty: 713.468506
	Iteration 17Q: 3 clusters Score -157125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -157130.671875 Penalty: 713.468506
	Iteration 18Q: 3 clusters Score -157130.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -157136.390625 Penalty: 713.468506
	Iteration 19Q: 3 clusters Score -157136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -157142.234375 Penalty: 713.468506
	Iteration 20F: 3 clusters Score -157142.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -157150.031250 Penalty: 713.468506
	Iteration 21Q: 3 clusters Score -157150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -157157.656250 Penalty: 713.468506
	Iteration 22Q: 3 clusters Score -157157.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -157167.390625 Penalty: 713.468506
	Iteration 23Q: 3 clusters Score -157167.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -157174.359375 Penalty: 713.468506
	Iteration 24Q: 3 clusters Score -157174.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -157178.062500 Penalty: 713.468506
	Iteration 25Q: 3 clusters Score -157178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -157180.828125 Penalty: 713.468506
	Iteration 26Q: 3 clusters Score -157180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -157183.781250 Penalty: 713.468506
	Iteration 27Q: 3 clusters Score -157183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -157188.187500 Penalty: 713.468506
	Iteration 28Q: 3 clusters Score -157188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -157193.640625 Penalty: 713.468506
	Iteration 29Q: 3 clusters Score -157193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -157200.718750 Penalty: 713.468506
	Iteration 30Q: 3 clusters Score -157200.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -157203.390625 Penalty: 713.468506
	Iteration 31Q: 3 clusters Score -157203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -157205.187500 Penalty: 713.468506
	Iteration 32Q: 3 clusters Score -157205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -157207.015625 Penalty: 713.468506
	Iteration 33Q: 3 clusters Score -157207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -157208.750000 Penalty: 713.468506
	Iteration 34Q: 3 clusters Score -157208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -157213.515625 Penalty: 713.468506
	Iteration 35Q: 3 clusters Score -157213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -157218.171875 Penalty: 713.468506
	Iteration 36Q: 3 clusters Score -157218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -157221.828125 Penalty: 713.468506
	Iteration 37Q: 3 clusters Score -157221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -157227.781250 Penalty: 713.468506
	Iteration 38Q: 3 clusters Score -157227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -157230.375000 Penalty: 713.468506
	Iteration 39Q: 3 clusters Score -157230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -157232.296875 Penalty: 713.468506
	Iteration 40F: 3 clusters Score -157232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -157234.718750 Penalty: 713.468506
	Iteration 41Q: 3 clusters Score -157234.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -157237.218750 Penalty: 713.468506
	Iteration 42Q: 3 clusters Score -157237.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -157241.640625 Penalty: 713.468506
	Iteration 43Q: 3 clusters Score -157241.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -157249.718750 Penalty: 713.468506
	Iteration 44Q: 3 clusters Score -157249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -157256.625000 Penalty: 713.468506
	Iteration 45Q: 3 clusters Score -157256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -157259.312500 Penalty: 713.468506
	Iteration 46Q: 3 clusters Score -157259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157261.843750 Penalty: 713.468506
	Iteration 47Q: 3 clusters Score -157261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157264.781250 Penalty: 713.468506
	Iteration 48Q: 3 clusters Score -157264.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -157271.078125 Penalty: 713.468506
	Iteration 49Q: 3 clusters Score -157271.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -157277.921875 Penalty: 713.468506
	Iteration 50Q: 3 clusters Score -157277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -157280.843750 Penalty: 713.468506
	Iteration 51Q: 3 clusters Score -157280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -157281.703125 Penalty: 713.468506
	Iteration 52Q: 3 clusters Score -157281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -157281.812500 Penalty: 713.468506
	Iteration 53Q: 3 clusters Score -157281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -157281.812500 Penalty: 713.468506
	Iteration 54F: 3 clusters Score -157281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Entering Unmasked Estep 
Score: -1328974.000000 Penalty: 454.546478
	Iteration 0F: 2 clusters Score -1328974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1314427.250000 Penalty: 909.092957
	Iteration 0F: 3 clusters Score -1314427 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1320332.125000 Penalty: 909.092957
	Iteration 1F: 3 clusters Score -1320332 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1320647.250000 Penalty: 909.092957
	Iteration 2Q: 3 clusters Score -1320647 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1321040.375000 Penalty: 909.092957
	Iteration 3Q: 3 clusters Score -1321040 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1321678.500000 Penalty: 909.092957
	Iteration 4F: 3 clusters Score -1321678 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1322676.500000 Penalty: 909.092957
	Iteration 5F: 3 clusters Score -1322676 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1324075.000000 Penalty: 909.092957
	Iteration 6F: 3 clusters Score -1324075 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1325686.000000 Penalty: 909.092957
	Iteration 7F: 3 clusters Score -1325686 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1327133.500000 Penalty: 909.092957
	Iteration 8F: 3 clusters Score -1327134 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1328015.000000 Penalty: 909.092957
	Iteration 9Q: 3 clusters Score -1328015 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1328360.625000 Penalty: 909.092957
	Iteration 10Q: 3 clusters Score -1328361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1328473.250000 Penalty: 909.092957
	Iteration 11Q: 3 clusters Score -1328473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1328539.250000 Penalty: 909.092957
	Iteration 12Q: 3 clusters Score -1328539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1328567.875000 Penalty: 909.092957
	Iteration 13Q: 3 clusters Score -1328568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1328579.125000 Penalty: 909.092957
	Iteration 14Q: 3 clusters Score -1328579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1328582.500000 Penalty: 909.092957
	Iteration 15Q: 3 clusters Score -1328582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1328582.500000 Penalty: 909.092957
	Iteration 16F: 3 clusters Score -1328582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Entering Unmasked Estep 
Score: -1159888.375000 Penalty: 444.475800
	Iteration 0F: 2 clusters Score -1159888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1148295.375000 Penalty: 888.951599
	Iteration 0F: 3 clusters Score -1148295 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1153212.000000 Penalty: 888.951599
	Iteration 1F: 3 clusters Score -1153212 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1153816.000000 Penalty: 888.951599
	Iteration 2F: 3 clusters Score -1153816 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1154730.000000 Penalty: 888.951599
	Iteration 3F: 3 clusters Score -1154730 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1155950.875000 Penalty: 888.951599
	Iteration 4F: 3 clusters Score -1155951 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1157234.375000 Penalty: 888.951599
	Iteration 5F: 3 clusters Score -1157234 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1158180.000000 Penalty: 888.951599
	Iteration 6F: 3 clusters Score -1158180 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1158595.375000 Penalty: 888.951599
	Iteration 7Q: 3 clusters Score -1158595 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1158756.000000 Penalty: 888.951599
	Iteration 8Q: 3 clusters Score -1158756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1158856.625000 Penalty: 888.951599
	Iteration 9Q: 3 clusters Score -1158857 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1158932.375000 Penalty: 888.951599
	Iteration 10Q: 3 clusters Score -1158932 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1159005.000000 Penalty: 888.951599
	Iteration 11Q: 3 clusters Score -1159005 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1159059.500000 Penalty: 888.951599
	Iteration 12Q: 3 clusters Score -1159060 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1159107.500000 Penalty: 888.951599
	Iteration 13Q: 3 clusters Score -1159108 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1159146.125000 Penalty: 888.951599
	Iteration 14Q: 3 clusters Score -1159146 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1159173.750000 Penalty: 888.951599
	Iteration 15Q: 3 clusters Score -1159174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1159198.500000 Penalty: 888.951599
	Iteration 16Q: 3 clusters Score -1159198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1159227.875000 Penalty: 888.951599
	Iteration 17Q: 3 clusters Score -1159228 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1159254.750000 Penalty: 888.951599
	Iteration 18Q: 3 clusters Score -1159255 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1159285.125000 Penalty: 888.951599
	Iteration 19Q: 3 clusters Score -1159285 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1159305.375000 Penalty: 888.951599
	Iteration 20F: 3 clusters Score -1159305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1159339.250000 Penalty: 888.951599
	Iteration 21Q: 3 clusters Score -1159339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1159355.750000 Penalty: 888.951599
	Iteration 22Q: 3 clusters Score -1159356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1159372.875000 Penalty: 888.951599
	Iteration 23Q: 3 clusters Score -1159373 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1159384.125000 Penalty: 888.951599
	Iteration 24Q: 3 clusters Score -1159384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1159390.250000 Penalty: 888.951599
	Iteration 25Q: 3 clusters Score -1159390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1159402.750000 Penalty: 888.951599
	Iteration 26Q: 3 clusters Score -1159403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1159410.375000 Penalty: 888.951599
	Iteration 27Q: 3 clusters Score -1159410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1159422.500000 Penalty: 888.951599
	Iteration 28Q: 3 clusters Score -1159422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1159434.875000 Penalty: 888.951599
	Iteration 29Q: 3 clusters Score -1159435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1159445.625000 Penalty: 888.951599
	Iteration 30Q: 3 clusters Score -1159446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1159459.250000 Penalty: 888.951599
	Iteration 31Q: 3 clusters Score -1159459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1159475.375000 Penalty: 888.951599
	Iteration 32Q: 3 clusters Score -1159475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1159498.000000 Penalty: 888.951599
	Iteration 33Q: 3 clusters Score -1159498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1159516.375000 Penalty: 888.951599
	Iteration 34Q: 3 clusters Score -1159516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1159535.375000 Penalty: 888.951599
	Iteration 35Q: 3 clusters Score -1159535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1159554.500000 Penalty: 888.951599
	Iteration 36Q: 3 clusters Score -1159554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1159569.250000 Penalty: 888.951599
	Iteration 37Q: 3 clusters Score -1159569 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1159584.125000 Penalty: 888.951599
	Iteration 38Q: 3 clusters Score -1159584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1159596.500000 Penalty: 888.951599
	Iteration 39Q: 3 clusters Score -1159596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1159600.375000 Penalty: 888.951599
	Iteration 40F: 3 clusters Score -1159600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1159607.250000 Penalty: 888.951599
	Iteration 41Q: 3 clusters Score -1159607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1159613.000000 Penalty: 888.951599
	Iteration 42Q: 3 clusters Score -1159613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1159617.000000 Penalty: 888.951599
	Iteration 43Q: 3 clusters Score -1159617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1159622.875000 Penalty: 888.951599
	Iteration 44Q: 3 clusters Score -1159623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1159624.375000 Penalty: 888.951599
	Iteration 45Q: 3 clusters Score -1159624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1159629.250000 Penalty: 888.951599
	Iteration 46Q: 3 clusters Score -1159629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1159630.625000 Penalty: 888.951599
	Iteration 47Q: 3 clusters Score -1159631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1159637.000000 Penalty: 888.951599
	Iteration 48Q: 3 clusters Score -1159637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1159635.625000 Penalty: 888.951599
	Iteration 49Q: 3 clusters Score -1159636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1159636.250000 Penalty: 888.951599
	Iteration 50Q: 3 clusters Score -1159636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1159639.125000 Penalty: 888.951599
	Iteration 51Q: 3 clusters Score -1159639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1159638.625000 Penalty: 888.951599
	Iteration 52Q: 3 clusters Score -1159639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1159642.125000 Penalty: 888.951599
	Iteration 53Q: 3 clusters Score -1159642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1159643.625000 Penalty: 888.951599
	Iteration 54Q: 3 clusters Score -1159644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1159647.625000 Penalty: 888.951599
	Iteration 55Q: 3 clusters Score -1159648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1159652.750000 Penalty: 888.951599
	Iteration 56Q: 3 clusters Score -1159653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1159657.000000 Penalty: 888.951599
	Iteration 57Q: 3 clusters Score -1159657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1159659.375000 Penalty: 888.951599
	Iteration 58Q: 3 clusters Score -1159659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1159663.750000 Penalty: 888.951599
	Iteration 59Q: 3 clusters Score -1159664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1159664.875000 Penalty: 888.951599
	Iteration 60F: 3 clusters Score -1159665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1159667.000000 Penalty: 888.951599
	Iteration 61Q: 3 clusters Score -1159667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1159667.625000 Penalty: 888.951599
	Iteration 62Q: 3 clusters Score -1159668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1159669.500000 Penalty: 888.951599
	Iteration 63Q: 3 clusters Score -1159670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1159671.375000 Penalty: 888.951599
	Iteration 64Q: 3 clusters Score -1159671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1159672.125000 Penalty: 888.951599
	Iteration 65Q: 3 clusters Score -1159672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1159672.375000 Penalty: 888.951599
	Iteration 66Q: 3 clusters Score -1159672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1159672.125000 Penalty: 888.951599
	Iteration 67Q: 3 clusters Score -1159672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1159672.625000 Penalty: 888.951599
	Iteration 68Q: 3 clusters Score -1159673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1159675.125000 Penalty: 888.951599
	Iteration 69Q: 3 clusters Score -1159675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1159676.875000 Penalty: 888.951599
	Iteration 70Q: 3 clusters Score -1159677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1159675.375000 Penalty: 888.951599
	Iteration 71Q: 3 clusters Score -1159675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1159678.250000 Penalty: 888.951599
	Iteration 72Q: 3 clusters Score -1159678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1159679.000000 Penalty: 888.951599
	Iteration 73Q: 3 clusters Score -1159679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1159682.125000 Penalty: 888.951599
	Iteration 74Q: 3 clusters Score -1159682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1159682.375000 Penalty: 888.951599
	Iteration 75Q: 3 clusters Score -1159682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1159684.125000 Penalty: 888.951599
	Iteration 76Q: 3 clusters Score -1159684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1159685.875000 Penalty: 888.951599
	Iteration 77Q: 3 clusters Score -1159686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1159683.875000 Penalty: 888.951599
	Iteration 78Q: 3 clusters Score -1159684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1159683.875000 Penalty: 888.951599
	Iteration 79F: 3 clusters Score -1159684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -321696.750000 Penalty: 387.831604
	Iteration 0F: 2 clusters Score -321696.8 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 2540 members 
Entering Unmasked Estep 
Score: -318293.500000 Penalty: 775.663208
	Iteration 0F: 3 clusters Score -318293.5 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -319531.437500 Penalty: 775.663208
	Iteration 1F: 3 clusters Score -319531.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -319702.906250 Penalty: 775.663208
	Iteration 2F: 3 clusters Score -319702.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -319843.906250 Penalty: 775.663208
	Iteration 3F: 3 clusters Score -319843.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -319986.656250 Penalty: 775.663208
	Iteration 4F: 3 clusters Score -319986.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -320112.718750 Penalty: 775.663208
	Iteration 5F: 3 clusters Score -320112.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -320254.281250 Penalty: 775.663208
	Iteration 6F: 3 clusters Score -320254.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -320413.031250 Penalty: 775.663208
	Iteration 7F: 3 clusters Score -320413 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -320590.500000 Penalty: 775.663208
	Iteration 8F: 3 clusters Score -320590.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -320744.156250 Penalty: 775.663208
	Iteration 9Q: 3 clusters Score -320744.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -320843.781250 Penalty: 775.663208
	Iteration 10Q: 3 clusters Score -320843.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -320908.531250 Penalty: 775.663208
	Iteration 11Q: 3 clusters Score -320908.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -320950.625000 Penalty: 775.663208
	Iteration 12Q: 3 clusters Score -320950.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -320985.093750 Penalty: 775.663208
	Iteration 13Q: 3 clusters Score -320985.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -321005.625000 Penalty: 775.663208
	Iteration 14Q: 3 clusters Score -321005.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -321024.812500 Penalty: 775.663208
	Iteration 15Q: 3 clusters Score -321024.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -321042.062500 Penalty: 775.663208
	Iteration 16Q: 3 clusters Score -321042.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -321054.875000 Penalty: 775.663208
	Iteration 17Q: 3 clusters Score -321054.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -321069.468750 Penalty: 775.663208
	Iteration 18Q: 3 clusters Score -321069.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -321082.531250 Penalty: 775.663208
	Iteration 19Q: 3 clusters Score -321082.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -321092.562500 Penalty: 775.663208
	Iteration 20F: 3 clusters Score -321092.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -321100.875000 Penalty: 775.663208
	Iteration 21Q: 3 clusters Score -321100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -321109.656250 Penalty: 775.663208
	Iteration 22Q: 3 clusters Score -321109.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -321113.875000 Penalty: 775.663208
	Iteration 23Q: 3 clusters Score -321113.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -321116.343750 Penalty: 775.663208
	Iteration 24Q: 3 clusters Score -321116.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -321117.406250 Penalty: 775.663208
	Iteration 25Q: 3 clusters Score -321117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -321117.906250 Penalty: 775.663208
	Iteration 26Q: 3 clusters Score -321117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -321118.875000 Penalty: 775.663208
	Iteration 27Q: 3 clusters Score -321118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -321119.750000 Penalty: 775.663208
	Iteration 28Q: 3 clusters Score -321119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -321121.187500 Penalty: 775.663208
	Iteration 29Q: 3 clusters Score -321121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -321121.781250 Penalty: 775.663208
	Iteration 30Q: 3 clusters Score -321121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -321122.531250 Penalty: 775.663208
	Iteration 31Q: 3 clusters Score -321122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -321122.968750 Penalty: 775.663208
	Iteration 32Q: 3 clusters Score -321123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -321124.156250 Penalty: 775.663208
	Iteration 33Q: 3 clusters Score -321124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -321124.250000 Penalty: 775.663208
	Iteration 34Q: 3 clusters Score -321124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -321124.500000 Penalty: 775.663208
	Iteration 35Q: 3 clusters Score -321124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -321125.312500 Penalty: 775.663208
	Iteration 36Q: 3 clusters Score -321125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -321125.125000 Penalty: 775.663208
	Iteration 37Q: 3 clusters Score -321125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -321125.125000 Penalty: 775.663208
	Iteration 38F: 3 clusters Score -321125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -46359.898438 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -46359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45626.750000 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -45626.75 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45843.699219 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -45843.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45899.250000 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -45899.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45950.417969 Penalty: 619.421509
	Iteration 3F: 3 clusters Score -45950.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45986.757812 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -45986.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46028.105469 Penalty: 619.421509
	Iteration 5F: 3 clusters Score -46028.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46076.660156 Penalty: 619.421509
	Iteration 6F: 3 clusters Score -46076.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46121.367188 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -46121.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46162.191406 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -46162.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46192.171875 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -46192.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46203.941406 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -46203.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46207.898438 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -46207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46209.222656 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -46209.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46209.593750 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -46209.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46209.824219 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -46209.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46209.824219 Penalty: 619.421509
	Iteration 15F: 3 clusters Score -46209.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -138723.390625 Penalty: 353.946716
	Iteration 0F: 2 clusters Score -138723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -137048.390625 Penalty: 707.893433
	Iteration 0F: 3 clusters Score -137048.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -137610.843750 Penalty: 707.893433
	Iteration 1F: 3 clusters Score -137610.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -137706.421875 Penalty: 707.893433
	Iteration 2F: 3 clusters Score -137706.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -137781.890625 Penalty: 707.893433
	Iteration 3F: 3 clusters Score -137781.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -137853.843750 Penalty: 707.893433
	Iteration 4Q: 3 clusters Score -137853.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -137922.468750 Penalty: 707.893433
	Iteration 5F: 3 clusters Score -137922.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -138008.296875 Penalty: 707.893433
	Iteration 6Q: 3 clusters Score -138008.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138081.281250 Penalty: 707.893433
	Iteration 7Q: 3 clusters Score -138081.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -138142.671875 Penalty: 707.893433
	Iteration 8Q: 3 clusters Score -138142.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138192.265625 Penalty: 707.893433
	Iteration 9Q: 3 clusters Score -138192.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138232.734375 Penalty: 707.893433
	Iteration 10Q: 3 clusters Score -138232.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138269.421875 Penalty: 707.893433
	Iteration 11Q: 3 clusters Score -138269.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138295.875000 Penalty: 707.893433
	Iteration 12Q: 3 clusters Score -138295.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -138311.515625 Penalty: 707.893433
	Iteration 13Q: 3 clusters Score -138311.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138320.390625 Penalty: 707.893433
	Iteration 14Q: 3 clusters Score -138320.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -138328.781250 Penalty: 707.893433
	Iteration 15Q: 3 clusters Score -138328.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138340.421875 Penalty: 707.893433
	Iteration 16Q: 3 clusters Score -138340.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138353.125000 Penalty: 707.893433
	Iteration 17Q: 3 clusters Score -138353.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -138364.171875 Penalty: 707.893433
	Iteration 18Q: 3 clusters Score -138364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138370.500000 Penalty: 707.893433
	Iteration 19Q: 3 clusters Score -138370.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138376.625000 Penalty: 707.893433
	Iteration 20F: 3 clusters Score -138376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -138378.484375 Penalty: 707.893433
	Iteration 21Q: 3 clusters Score -138378.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138381.093750 Penalty: 707.893433
	Iteration 22Q: 3 clusters Score -138381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -138384.546875 Penalty: 707.893433
	Iteration 23Q: 3 clusters Score -138384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -138385.625000 Penalty: 707.893433
	Iteration 24Q: 3 clusters Score -138385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -138386.484375 Penalty: 707.893433
	Iteration 25Q: 3 clusters Score -138386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -138387.406250 Penalty: 707.893433
	Iteration 26Q: 3 clusters Score -138387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -138387.625000 Penalty: 707.893433
	Iteration 27Q: 3 clusters Score -138387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -138388.171875 Penalty: 707.893433
	Iteration 28Q: 3 clusters Score -138388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -138388.109375 Penalty: 707.893433
	Iteration 29Q: 3 clusters Score -138388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138388.500000 Penalty: 707.893433
	Iteration 30Q: 3 clusters Score -138388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138388.500000 Penalty: 707.893433
	Iteration 31F: 3 clusters Score -138388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (44734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Entering Unmasked Estep 
Score: -2888038.500000 Penalty: 487.236267
	Iteration 0F: 2 clusters Score -2888038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2859961.000000 Penalty: 974.472534
	Iteration 0F: 3 clusters Score -2859961 nChanged 21412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2872536.500000 Penalty: 974.472534
	Iteration 1F: 3 clusters Score -2872536 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2872984.250000 Penalty: 974.472534
	Iteration 2Q: 3 clusters Score -2872984 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2873626.000000 Penalty: 974.472534
	Iteration 3Q: 3 clusters Score -2873626 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2874449.250000 Penalty: 974.472534
	Iteration 4Q: 3 clusters Score -2874449 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -2875657.250000 Penalty: 974.472534
	Iteration 5Q: 3 clusters Score -2875657 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -2877393.750000 Penalty: 974.472534
	Iteration 6F: 3 clusters Score -2877394 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -2879527.000000 Penalty: 974.472534
	Iteration 7F: 3 clusters Score -2879527 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -2881623.500000 Penalty: 974.472534
	Iteration 8F: 3 clusters Score -2881624 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -2883264.000000 Penalty: 974.472534
	Iteration 9F: 3 clusters Score -2883264 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -2884325.750000 Penalty: 974.472534
	Iteration 10Q: 3 clusters Score -2884326 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -2885014.000000 Penalty: 974.472534
	Iteration 11Q: 3 clusters Score -2885014 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -2885521.750000 Penalty: 974.472534
	Iteration 12Q: 3 clusters Score -2885522 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -2885938.000000 Penalty: 974.472534
	Iteration 13Q: 3 clusters Score -2885938 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -2886229.000000 Penalty: 974.472534
	Iteration 14Q: 3 clusters Score -2886229 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -2886543.750000 Penalty: 974.472534
	Iteration 15Q: 3 clusters Score -2886544 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -2886860.000000 Penalty: 974.472534
	Iteration 16Q: 3 clusters Score -2886860 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -2887009.250000 Penalty: 974.472534
	Iteration 17Q: 3 clusters Score -2887009 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -2887247.500000 Penalty: 974.472534
	Iteration 18Q: 3 clusters Score -2887248 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -2887311.250000 Penalty: 974.472534
	Iteration 19Q: 3 clusters Score -2887311 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -2887367.750000 Penalty: 974.472534
	Iteration 20F: 3 clusters Score -2887368 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -2887373.000000 Penalty: 974.472534
	Iteration 21Q: 3 clusters Score -2887373 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -2887412.750000 Penalty: 974.472534
	Iteration 22Q: 3 clusters Score -2887413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -2887432.750000 Penalty: 974.472534
	Iteration 23Q: 3 clusters Score -2887433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -2887450.000000 Penalty: 974.472534
	Iteration 24Q: 3 clusters Score -2887450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -2887445.750000 Penalty: 974.472534
	Iteration 25Q: 3 clusters Score -2887446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -2887477.250000 Penalty: 974.472534
	Iteration 26Q: 3 clusters Score -2887477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -2887487.000000 Penalty: 974.472534
	Iteration 27Q: 3 clusters Score -2887487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -2887498.000000 Penalty: 974.472534
	Iteration 28Q: 3 clusters Score -2887498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -2887511.500000 Penalty: 974.472534
	Iteration 29Q: 3 clusters Score -2887512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -2887520.750000 Penalty: 974.472534
	Iteration 30Q: 3 clusters Score -2887521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -2887531.250000 Penalty: 974.472534
	Iteration 31Q: 3 clusters Score -2887531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -2887548.750000 Penalty: 974.472534
	Iteration 32Q: 3 clusters Score -2887549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -2887551.500000 Penalty: 974.472534
	Iteration 33Q: 3 clusters Score -2887552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -2887561.750000 Penalty: 974.472534
	Iteration 34Q: 3 clusters Score -2887562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -2887566.000000 Penalty: 974.472534
	Iteration 35Q: 3 clusters Score -2887566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -2887568.500000 Penalty: 974.472534
	Iteration 36Q: 3 clusters Score -2887568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -2887571.500000 Penalty: 974.472534
	Iteration 37Q: 3 clusters Score -2887572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -2887576.500000 Penalty: 974.472534
	Iteration 38Q: 3 clusters Score -2887576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -2887580.250000 Penalty: 974.472534
	Iteration 39Q: 3 clusters Score -2887580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -2887582.500000 Penalty: 974.472534
	Iteration 40F: 3 clusters Score -2887582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -2887581.750000 Penalty: 974.472534
	Iteration 41Q: 3 clusters Score -2887582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -2887580.750000 Penalty: 974.472534
	Iteration 42Q: 3 clusters Score -2887581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -2887579.250000 Penalty: 974.472534
	Iteration 43Q: 3 clusters Score -2887579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -2887581.500000 Penalty: 974.472534
	Iteration 44Q: 3 clusters Score -2887582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -2887581.500000 Penalty: 974.472534
	Iteration 45F: 3 clusters Score -2887582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (83871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Entering Unmasked Estep 
Score: -5225528.000000 Penalty: 515.835083
	Iteration 0F: 2 clusters Score -5225528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5173892.000000 Penalty: 1031.670166
	Iteration 0F: 3 clusters Score -5173892 nChanged 41046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5199262.000000 Penalty: 1031.670166
	Iteration 1F: 3 clusters Score -5199262 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5201615.000000 Penalty: 1031.670166
	Iteration 2F: 3 clusters Score -5201615 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -5205438.000000 Penalty: 1031.670166
	Iteration 3F: 3 clusters Score -5205438 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -5210567.500000 Penalty: 1031.670166
	Iteration 4F: 3 clusters Score -5210568 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -5214823.000000 Penalty: 1031.670166
	Iteration 5F: 3 clusters Score -5214823 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -5216843.500000 Penalty: 1031.670166
	Iteration 6F: 3 clusters Score -5216844 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -5217725.500000 Penalty: 1031.670166
	Iteration 7Q: 3 clusters Score -5217726 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -5218443.500000 Penalty: 1031.670166
	Iteration 8Q: 3 clusters Score -5218444 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -5219202.500000 Penalty: 1031.670166
	Iteration 9Q: 3 clusters Score -5219202 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -5220057.000000 Penalty: 1031.670166
	Iteration 10Q: 3 clusters Score -5220057 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -5220879.000000 Penalty: 1031.670166
	Iteration 11Q: 3 clusters Score -5220879 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -5221734.000000 Penalty: 1031.670166
	Iteration 12Q: 3 clusters Score -5221734 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -5222597.500000 Penalty: 1031.670166
	Iteration 13Q: 3 clusters Score -5222598 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -5223435.000000 Penalty: 1031.670166
	Iteration 14Q: 3 clusters Score -5223435 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -5224296.500000 Penalty: 1031.670166
	Iteration 15Q: 3 clusters Score -5224296 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -5224910.000000 Penalty: 1031.670166
	Iteration 16Q: 3 clusters Score -5224910 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -5225430.000000 Penalty: 1031.670166
	Iteration 17Q: 3 clusters Score -5225430 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -5225857.000000 Penalty: 1031.670166
	Iteration 18Q: 3 clusters Score -5225857 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -5226003.500000 Penalty: 1031.670166
	Iteration 19Q: 3 clusters Score -5226004 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -5225968.500000 Penalty: 1031.670166
	Iteration 20F: 3 clusters Score -5225968 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -5225970.000000 Penalty: 1031.670166
	Iteration 21Q: 3 clusters Score -5225970 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -5225898.500000 Penalty: 1031.670166
	Iteration 22Q: 3 clusters Score -5225898 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -5225722.500000 Penalty: 1031.670166
	Iteration 23Q: 3 clusters Score -5225722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -5225614.500000 Penalty: 1031.670166
	Iteration 24Q: 3 clusters Score -5225614 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -5225520.000000 Penalty: 1031.670166
	Iteration 25Q: 3 clusters Score -5225520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -5225526.000000 Penalty: 1031.670166
	Iteration 26Q: 3 clusters Score -5225526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -5225528.500000 Penalty: 1031.670166
	Iteration 27Q: 3 clusters Score -5225528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -5225545.500000 Penalty: 1031.670166
	Iteration 28Q: 3 clusters Score -5225546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -5225507.000000 Penalty: 1031.670166
	Iteration 29Q: 3 clusters Score -5225507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -5225481.000000 Penalty: 1031.670166
	Iteration 30Q: 3 clusters Score -5225481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -5225483.500000 Penalty: 1031.670166
	Iteration 31Q: 3 clusters Score -5225484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -5225478.000000 Penalty: 1031.670166
	Iteration 32Q: 3 clusters Score -5225478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -5225464.000000 Penalty: 1031.670166
	Iteration 33Q: 3 clusters Score -5225464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -5225433.000000 Penalty: 1031.670166
	Iteration 34Q: 3 clusters Score -5225433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -5225423.500000 Penalty: 1031.670166
	Iteration 35Q: 3 clusters Score -5225424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -5225400.000000 Penalty: 1031.670166
	Iteration 36Q: 3 clusters Score -5225400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -5225388.500000 Penalty: 1031.670166
	Iteration 37Q: 3 clusters Score -5225388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -5225399.500000 Penalty: 1031.670166
	Iteration 38Q: 3 clusters Score -5225400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -5225398.000000 Penalty: 1031.670166
	Iteration 39Q: 3 clusters Score -5225398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -5225390.500000 Penalty: 1031.670166
	Iteration 40F: 3 clusters Score -5225390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -5225382.500000 Penalty: 1031.670166
	Iteration 41Q: 3 clusters Score -5225382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -5225364.500000 Penalty: 1031.670166
	Iteration 42Q: 3 clusters Score -5225364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -5225359.500000 Penalty: 1031.670166
	Iteration 43Q: 3 clusters Score -5225360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -5225357.000000 Penalty: 1031.670166
	Iteration 44Q: 3 clusters Score -5225357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -5225362.500000 Penalty: 1031.670166
	Iteration 45Q: 3 clusters Score -5225362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -5225352.500000 Penalty: 1031.670166
	Iteration 46Q: 3 clusters Score -5225352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -5225357.500000 Penalty: 1031.670166
	Iteration 47Q: 3 clusters Score -5225358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -5225358.000000 Penalty: 1031.670166
	Iteration 48Q: 3 clusters Score -5225358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -5225334.000000 Penalty: 1031.670166
	Iteration 49Q: 3 clusters Score -5225334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -5225332.000000 Penalty: 1031.670166
	Iteration 50Q: 3 clusters Score -5225332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -5225338.000000 Penalty: 1031.670166
	Iteration 51Q: 3 clusters Score -5225338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -5225343.000000 Penalty: 1031.670166
	Iteration 52Q: 3 clusters Score -5225343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -5225341.000000 Penalty: 1031.670166
	Iteration 53Q: 3 clusters Score -5225341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -5225338.500000 Penalty: 1031.670166
	Iteration 54Q: 3 clusters Score -5225338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -5225331.000000 Penalty: 1031.670166
	Iteration 55Q: 3 clusters Score -5225331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -5225327.000000 Penalty: 1031.670166
	Iteration 56Q: 3 clusters Score -5225327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -5225330.000000 Penalty: 1031.670166
	Iteration 57Q: 3 clusters Score -5225330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -5225330.000000 Penalty: 1031.670166
	Iteration 58Q: 3 clusters Score -5225330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -5225330.000000 Penalty: 1031.670166
	Iteration 59F: 3 clusters Score -5225330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Entering Unmasked Estep 
Score: -1156085.375000 Penalty: 444.748291
	Iteration 0F: 2 clusters Score -1156085 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 8744 members 
Entering Unmasked Estep 
Score: -1144256.000000 Penalty: 889.496582
	Iteration 0F: 3 clusters Score -1144256 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1149285.250000 Penalty: 889.496582
	Iteration 1F: 3 clusters Score -1149285 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1149810.375000 Penalty: 889.496582
	Iteration 2F: 3 clusters Score -1149810 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1150679.500000 Penalty: 889.496582
	Iteration 3F: 3 clusters Score -1150680 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1151920.250000 Penalty: 889.496582
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Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1154327 nChanged 239
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Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1154399 nChanged 247
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Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6731 members 
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Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 6976 members 
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Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 7282 members 
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1155167 nChanged 235
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Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1155288 nChanged 180
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Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1155315 nChanged 140
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Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8299 members 
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	Iteration 25Q: 3 clusters Score -1155328 nChanged 123
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Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8420 members 
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	Iteration 26Q: 3 clusters Score -1155345 nChanged 115
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Mstep: Class 1 contains 9050 members 
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	Iteration 27Q: 3 clusters Score -1155355 nChanged 97
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Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8630 members 
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	Iteration 28Q: 3 clusters Score -1155361 nChanged 88
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Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8718 members 
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	Iteration 29Q: 3 clusters Score -1155359 nChanged 77
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Mstep: Class 1 contains 8788 members 
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	Iteration 30Q: 3 clusters Score -1155366 nChanged 75
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Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8870 members 
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Mstep: Class 1 contains 8630 members 
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	Iteration 32Q: 3 clusters Score -1155364 nChanged 91
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Mstep: Class 1 contains 8539 members 
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	Iteration 33Q: 3 clusters Score -1155372 nChanged 99
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Mstep: Class 1 contains 8440 members 
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Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9224 members 
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	Iteration 35Q: 3 clusters Score -1155372 nChanged 92
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Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9316 members 
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	Iteration 36Q: 3 clusters Score -1155374 nChanged 106
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Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9422 members 
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Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 9526 members 
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Mstep: Class 1 contains 7962 members 
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	Iteration 39Q: 3 clusters Score -1155391 nChanged 90
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Mstep: Class 1 contains 7872 members 
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	Iteration 40F: 3 clusters Score -1155398 nChanged 116
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Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9827 members 
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	Iteration 41Q: 3 clusters Score -1155404 nChanged 136
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Mstep: Class 1 contains 7620 members 
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Mstep: Class 1 contains 7497 members 
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Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10201 members 
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Mstep: Class 1 contains 7265 members 
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Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10434 members 
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Mstep: Class 1 contains 7048 members 
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Mstep: Class 1 contains 6954 members 
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Mstep: Class 1 contains 6777 members 
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	Iteration 50Q: 3 clusters Score -1155468 nChanged 78
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Mstep: Class 1 contains 6699 members 
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	Iteration 51Q: 3 clusters Score -1155475 nChanged 87
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Mstep: Class 1 contains 6612 members 
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	Iteration 52Q: 3 clusters Score -1155480 nChanged 96
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	Iteration 53Q: 3 clusters Score -1155488 nChanged 106
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Mstep: Class 1 contains 6410 members 
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	Iteration 54Q: 3 clusters Score -1155500 nChanged 112
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Mstep: Class 1 contains 6298 members 
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	Iteration 55Q: 3 clusters Score -1155509 nChanged 111
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Mstep: Class 1 contains 6187 members 
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	Iteration 56Q: 3 clusters Score -1155524 nChanged 105
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Mstep: Class 1 contains 6082 members 
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	Iteration 57Q: 3 clusters Score -1155529 nChanged 92
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Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11593 members 
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	Iteration 58Q: 3 clusters Score -1155540 nChanged 80
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Mstep: Class 1 contains 5910 members 
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	Iteration 59Q: 3 clusters Score -1155546 nChanged 93
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Mstep: Class 1 contains 5817 members 
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	Iteration 60F: 3 clusters Score -1155557 nChanged 92
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Mstep: Class 1 contains 5725 members 
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	Iteration 61Q: 3 clusters Score -1155565 nChanged 88
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Mstep: Class 1 contains 5637 members 
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	Iteration 62Q: 3 clusters Score -1155567 nChanged 100
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Mstep: Class 1 contains 5537 members 
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	Iteration 63Q: 3 clusters Score -1155580 nChanged 76
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Mstep: Class 1 contains 5461 members 
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	Iteration 64Q: 3 clusters Score -1155582 nChanged 71
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Mstep: Class 1 contains 5390 members 
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	Iteration 65Q: 3 clusters Score -1155584 nChanged 64
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Mstep: Class 1 contains 5326 members 
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	Iteration 66Q: 3 clusters Score -1155594 nChanged 52
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Mstep: Class 1 contains 5274 members 
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	Iteration 67Q: 3 clusters Score -1155591 nChanged 46
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Mstep: Class 1 contains 5228 members 
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	Iteration 68Q: 3 clusters Score -1155596 nChanged 32
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Mstep: Class 1 contains 5196 members 
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	Iteration 69Q: 3 clusters Score -1155598 nChanged 34
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12421 members 
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	Iteration 70Q: 3 clusters Score -1155600 nChanged 36
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Mstep: Class 1 contains 5126 members 
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	Iteration 71Q: 3 clusters Score -1155603 nChanged 33
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Mstep: Class 1 contains 5093 members 
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	Iteration 72Q: 3 clusters Score -1155604 nChanged 27
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Mstep: Class 1 contains 5066 members 
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	Iteration 73Q: 3 clusters Score -1155602 nChanged 15
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Mstep: Class 1 contains 5051 members 
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	Iteration 74Q: 3 clusters Score -1155602 nChanged 18
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Mstep: Class 1 contains 5033 members 
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	Iteration 75Q: 3 clusters Score -1155604 nChanged 9
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	Iteration 76Q: 3 clusters Score -1155604 nChanged 13
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Mstep: Class 1 contains 5011 members 
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	Iteration 77Q: 3 clusters Score -1155604 nChanged 9
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	Iteration 78Q: 3 clusters Score -1155604 nChanged 14
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Mstep: Class 1 contains 4988 members 
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	Iteration 79Q: 3 clusters Score -1155602 nChanged 12
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Mstep: Class 1 contains 4976 members 
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	Iteration 80F: 3 clusters Score -1155601 nChanged 12
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Mstep: Class 1 contains 4964 members 
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	Iteration 81Q: 3 clusters Score -1155600 nChanged 11
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	Iteration 82Q: 3 clusters Score -1155598 nChanged 11
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	Iteration 83Q: 3 clusters Score -1155598 nChanged 14
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	Iteration 84Q: 3 clusters Score -1155598 nChanged 13
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	Iteration 85Q: 3 clusters Score -1155603 nChanged 8
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	Iteration 86Q: 3 clusters Score -1155604 nChanged 9
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	Iteration 87Q: 3 clusters Score -1155604 nChanged 20
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	Iteration 88Q: 3 clusters Score -1155605 nChanged 22
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Mstep: Class 1 contains 4856 members 
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	Iteration 89Q: 3 clusters Score -1155606 nChanged 26
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	Iteration 90Q: 3 clusters Score -1155604 nChanged 31
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	Iteration 91Q: 3 clusters Score -1155609 nChanged 40
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	Iteration 92Q: 3 clusters Score -1155612 nChanged 38
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	Iteration 93Q: 3 clusters Score -1155612 nChanged 33
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	Iteration 94Q: 3 clusters Score -1155610 nChanged 23
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	Iteration 95Q: 3 clusters Score -1155610 nChanged 19
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	Iteration 96Q: 3 clusters Score -1155612 nChanged 21
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Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1155612.125000 Penalty: 889.496582
	Iteration 97Q: 3 clusters Score -1155612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1155613.875000 Penalty: 889.496582
	Iteration 98Q: 3 clusters Score -1155614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1155613.250000 Penalty: 889.496582
	Iteration 99Q: 3 clusters Score -1155613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1155612.625000 Penalty: 889.496582
	Iteration 100F: 3 clusters Score -1155613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1155613.375000 Penalty: 889.496582
	Iteration 101Q: 3 clusters Score -1155613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1155612.625000 Penalty: 889.496582
	Iteration 102Q: 3 clusters Score -1155613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1155611.375000 Penalty: 889.496582
	Iteration 103Q: 3 clusters Score -1155611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1155616.125000 Penalty: 889.496582
	Iteration 104Q: 3 clusters Score -1155616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1155613.125000 Penalty: 889.496582
	Iteration 105Q: 3 clusters Score -1155613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1155614.000000 Penalty: 889.496582
	Iteration 106Q: 3 clusters Score -1155614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1155616.000000 Penalty: 889.496582
	Iteration 107Q: 3 clusters Score -1155616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1155619.000000 Penalty: 889.496582
	Iteration 108Q: 3 clusters Score -1155619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1155621.250000 Penalty: 889.496582
	Iteration 109Q: 3 clusters Score -1155621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1155619.500000 Penalty: 889.496582
	Iteration 110Q: 3 clusters Score -1155620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1155617.250000 Penalty: 889.496582
	Iteration 111Q: 3 clusters Score -1155617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1155618.875000 Penalty: 889.496582
	Iteration 112Q: 3 clusters Score -1155619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1155621.375000 Penalty: 889.496582
	Iteration 113Q: 3 clusters Score -1155621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1155621.375000 Penalty: 889.496582
	Iteration 114Q: 3 clusters Score -1155621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1155622.000000 Penalty: 889.496582
	Iteration 115Q: 3 clusters Score -1155622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1155625.500000 Penalty: 889.496582
	Iteration 116Q: 3 clusters Score -1155626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1155625.250000 Penalty: 889.496582
	Iteration 117Q: 3 clusters Score -1155625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1155627.500000 Penalty: 889.496582
	Iteration 118Q: 3 clusters Score -1155628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1155626.000000 Penalty: 889.496582
	Iteration 119Q: 3 clusters Score -1155626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1155626.875000 Penalty: 889.496582
	Iteration 120F: 3 clusters Score -1155627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1155627.625000 Penalty: 889.496582
	Iteration 121Q: 3 clusters Score -1155628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1155627.375000 Penalty: 889.496582
	Iteration 122Q: 3 clusters Score -1155627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1155626.375000 Penalty: 889.496582
	Iteration 123Q: 3 clusters Score -1155626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1155628.625000 Penalty: 889.496582
	Iteration 124Q: 3 clusters Score -1155629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1155627.875000 Penalty: 889.496582
	Iteration 125Q: 3 clusters Score -1155628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1155627.000000 Penalty: 889.496582
	Iteration 126Q: 3 clusters Score -1155627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1155628.375000 Penalty: 889.496582
	Iteration 127Q: 3 clusters Score -1155628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1155630.750000 Penalty: 889.496582
	Iteration 128Q: 3 clusters Score -1155631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1155629.000000 Penalty: 889.496582
	Iteration 129Q: 3 clusters Score -1155629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1155629.375000 Penalty: 889.496582
	Iteration 130Q: 3 clusters Score -1155629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1155630.125000 Penalty: 889.496582
	Iteration 131Q: 3 clusters Score -1155630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1155632.375000 Penalty: 889.496582
	Iteration 132Q: 3 clusters Score -1155632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1155628.625000 Penalty: 889.496582
	Iteration 133Q: 3 clusters Score -1155629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1155631.375000 Penalty: 889.496582
	Iteration 134Q: 3 clusters Score -1155631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1155632.500000 Penalty: 889.496582
	Iteration 135Q: 3 clusters Score -1155632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1155631.750000 Penalty: 889.496582
	Iteration 136Q: 3 clusters Score -1155632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1155630.250000 Penalty: 889.496582
	Iteration 137Q: 3 clusters Score -1155630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1155631.375000 Penalty: 889.496582
	Iteration 138Q: 3 clusters Score -1155631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1155628.875000 Penalty: 889.496582
	Iteration 139Q: 3 clusters Score -1155629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1155629.625000 Penalty: 889.496582
	Iteration 140F: 3 clusters Score -1155630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Entering Unmasked Estep 
Score: -1901701.875000 Penalty: 469.410889
	Iteration 0F: 2 clusters Score -1901702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1881368.000000 Penalty: 938.821777
	Iteration 0F: 3 clusters Score -1881368 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1890703.750000 Penalty: 938.821777
	Iteration 1F: 3 clusters Score -1890704 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1891458.750000 Penalty: 938.821777
	Iteration 2F: 3 clusters Score -1891459 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1892572.500000 Penalty: 938.821777
	Iteration 3F: 3 clusters Score -1892572 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1894122.000000 Penalty: 938.821777
	Iteration 4F: 3 clusters Score -1894122 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1895765.750000 Penalty: 938.821777
	Iteration 5F: 3 clusters Score -1895766 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1896692.875000 Penalty: 938.821777
	Iteration 6F: 3 clusters Score -1896693 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1897047.750000 Penalty: 938.821777
	Iteration 7Q: 3 clusters Score -1897048 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -1897248.750000 Penalty: 938.821777
	Iteration 8Q: 3 clusters Score -1897249 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1897423.000000 Penalty: 938.821777
	Iteration 9Q: 3 clusters Score -1897423 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -1897605.750000 Penalty: 938.821777
	Iteration 10Q: 3 clusters Score -1897606 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -1897781.125000 Penalty: 938.821777
	Iteration 11Q: 3 clusters Score -1897781 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1897960.125000 Penalty: 938.821777
	Iteration 12Q: 3 clusters Score -1897960 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -1898131.750000 Penalty: 938.821777
	Iteration 13Q: 3 clusters Score -1898132 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -1898329.750000 Penalty: 938.821777
	Iteration 14Q: 3 clusters Score -1898330 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -1898510.125000 Penalty: 938.821777
	Iteration 15Q: 3 clusters Score -1898510 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -1898719.000000 Penalty: 938.821777
	Iteration 16Q: 3 clusters Score -1898719 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -1898939.250000 Penalty: 938.821777
	Iteration 17Q: 3 clusters Score -1898939 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1899186.375000 Penalty: 938.821777
	Iteration 18Q: 3 clusters Score -1899186 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -1899401.500000 Penalty: 938.821777
	Iteration 19Q: 3 clusters Score -1899402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -1899643.250000 Penalty: 938.821777
	Iteration 20F: 3 clusters Score -1899643 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -1899862.625000 Penalty: 938.821777
	Iteration 21Q: 3 clusters Score -1899863 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -1900075.750000 Penalty: 938.821777
	Iteration 22Q: 3 clusters Score -1900076 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -1900265.375000 Penalty: 938.821777
	Iteration 23Q: 3 clusters Score -1900265 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -1900442.625000 Penalty: 938.821777
	Iteration 24Q: 3 clusters Score -1900443 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -1900601.625000 Penalty: 938.821777
	Iteration 25Q: 3 clusters Score -1900602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -1900728.750000 Penalty: 938.821777
	Iteration 26Q: 3 clusters Score -1900729 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -1900835.375000 Penalty: 938.821777
	Iteration 27Q: 3 clusters Score -1900835 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -1900930.500000 Penalty: 938.821777
	Iteration 28Q: 3 clusters Score -1900930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -1901009.250000 Penalty: 938.821777
	Iteration 29Q: 3 clusters Score -1901009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -1901057.375000 Penalty: 938.821777
	Iteration 30Q: 3 clusters Score -1901057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -1901110.000000 Penalty: 938.821777
	Iteration 31Q: 3 clusters Score -1901110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -1901155.375000 Penalty: 938.821777
	Iteration 32Q: 3 clusters Score -1901155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -1901199.500000 Penalty: 938.821777
	Iteration 33Q: 3 clusters Score -1901200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -1901223.125000 Penalty: 938.821777
	Iteration 34Q: 3 clusters Score -1901223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -1901241.125000 Penalty: 938.821777
	Iteration 35Q: 3 clusters Score -1901241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -1901258.500000 Penalty: 938.821777
	Iteration 36Q: 3 clusters Score -1901258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -1901269.875000 Penalty: 938.821777
	Iteration 37Q: 3 clusters Score -1901270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -1901283.500000 Penalty: 938.821777
	Iteration 38Q: 3 clusters Score -1901284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -1901293.625000 Penalty: 938.821777
	Iteration 39Q: 3 clusters Score -1901294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1901298.625000 Penalty: 938.821777
	Iteration 40F: 3 clusters Score -1901299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -1901307.125000 Penalty: 938.821777
	Iteration 41Q: 3 clusters Score -1901307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -1901308.875000 Penalty: 938.821777
	Iteration 42Q: 3 clusters Score -1901309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -1901308.625000 Penalty: 938.821777
	Iteration 43Q: 3 clusters Score -1901309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -1901309.875000 Penalty: 938.821777
	Iteration 44Q: 3 clusters Score -1901310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -1901309.875000 Penalty: 938.821777
	Iteration 45F: 3 clusters Score -1901310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Entering Unmasked Estep 
Score: -660844.312500 Penalty: 423.658752
	Iteration 0F: 2 clusters Score -660844.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -653452.750000 Penalty: 847.317505
	Iteration 0F: 3 clusters Score -653452.8 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -656564.062500 Penalty: 847.317505
	Iteration 1F: 3 clusters Score -656564.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -657119.937500 Penalty: 847.317505
	Iteration 2F: 3 clusters Score -657119.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -657888.437500 Penalty: 847.317505
	Iteration 3F: 3 clusters Score -657888.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -658706.687500 Penalty: 847.317505
	Iteration 4F: 3 clusters Score -658706.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -659280.437500 Penalty: 847.317505
	Iteration 5F: 3 clusters Score -659280.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -659589.187500 Penalty: 847.317505
	Iteration 6Q: 3 clusters Score -659589.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -659747.000000 Penalty: 847.317505
	Iteration 7Q: 3 clusters Score -659747 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -659846.437500 Penalty: 847.317505
	Iteration 8Q: 3 clusters Score -659846.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -659905.437500 Penalty: 847.317505
	Iteration 9Q: 3 clusters Score -659905.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -659942.937500 Penalty: 847.317505
	Iteration 10Q: 3 clusters Score -659942.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -659974.562500 Penalty: 847.317505
	Iteration 11Q: 3 clusters Score -659974.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -659995.562500 Penalty: 847.317505
	Iteration 12Q: 3 clusters Score -659995.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -660021.937500 Penalty: 847.317505
	Iteration 13Q: 3 clusters Score -660021.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -660043.125000 Penalty: 847.317505
	Iteration 14Q: 3 clusters Score -660043.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -660061.562500 Penalty: 847.317505
	Iteration 15Q: 3 clusters Score -660061.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -660084.625000 Penalty: 847.317505
	Iteration 16Q: 3 clusters Score -660084.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -660106.375000 Penalty: 847.317505
	Iteration 17Q: 3 clusters Score -660106.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -660129.687500 Penalty: 847.317505
	Iteration 18Q: 3 clusters Score -660129.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -660153.250000 Penalty: 847.317505
	Iteration 19Q: 3 clusters Score -660153.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -660178.937500 Penalty: 847.317505
	Iteration 20F: 3 clusters Score -660178.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -660207.250000 Penalty: 847.317505
	Iteration 21Q: 3 clusters Score -660207.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -660239.812500 Penalty: 847.317505
	Iteration 22Q: 3 clusters Score -660239.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -660279.500000 Penalty: 847.317505
	Iteration 23Q: 3 clusters Score -660279.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -660314.312500 Penalty: 847.317505
	Iteration 24Q: 3 clusters Score -660314.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -660340.125000 Penalty: 847.317505
	Iteration 25Q: 3 clusters Score -660340.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -660362.437500 Penalty: 847.317505
	Iteration 26Q: 3 clusters Score -660362.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -660389.000000 Penalty: 847.317505
	Iteration 27Q: 3 clusters Score -660389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -660412.187500 Penalty: 847.317505
	Iteration 28Q: 3 clusters Score -660412.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -660431.875000 Penalty: 847.317505
	Iteration 29Q: 3 clusters Score -660431.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -660438.937500 Penalty: 847.317505
	Iteration 30Q: 3 clusters Score -660438.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -660446.187500 Penalty: 847.317505
	Iteration 31Q: 3 clusters Score -660446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -660454.875000 Penalty: 847.317505
	Iteration 32Q: 3 clusters Score -660454.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -660459.125000 Penalty: 847.317505
	Iteration 33Q: 3 clusters Score -660459.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -660462.500000 Penalty: 847.317505
	Iteration 34Q: 3 clusters Score -660462.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -660464.250000 Penalty: 847.317505
	Iteration 35Q: 3 clusters Score -660464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -660467.250000 Penalty: 847.317505
	Iteration 36Q: 3 clusters Score -660467.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -660469.500000 Penalty: 847.317505
	Iteration 37Q: 3 clusters Score -660469.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -660469.000000 Penalty: 847.317505
	Iteration 38Q: 3 clusters Score -660469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -660469.625000 Penalty: 847.317505
	Iteration 39Q: 3 clusters Score -660469.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -660470.250000 Penalty: 847.317505
	Iteration 40F: 3 clusters Score -660470.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -660470.312500 Penalty: 847.317505
	Iteration 41Q: 3 clusters Score -660470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -660470.937500 Penalty: 847.317505
	Iteration 42Q: 3 clusters Score -660470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -660470.062500 Penalty: 847.317505
	Iteration 43Q: 3 clusters Score -660470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -660471.687500 Penalty: 847.317505
	Iteration 44Q: 3 clusters Score -660471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -660470.562500 Penalty: 847.317505
	Iteration 45Q: 3 clusters Score -660470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -660471.000000 Penalty: 847.317505
	Iteration 46Q: 3 clusters Score -660471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -660471.812500 Penalty: 847.317505
	Iteration 47Q: 3 clusters Score -660471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -660473.312500 Penalty: 847.317505
	Iteration 48Q: 3 clusters Score -660473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -660473.125000 Penalty: 847.317505
	Iteration 49Q: 3 clusters Score -660473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -660474.687500 Penalty: 847.317505
	Iteration 50Q: 3 clusters Score -660474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -660475.437500 Penalty: 847.317505
	Iteration 51Q: 3 clusters Score -660475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -660475.937500 Penalty: 847.317505
	Iteration 52Q: 3 clusters Score -660475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -660476.125000 Penalty: 847.317505
	Iteration 53Q: 3 clusters Score -660476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -660476.187500 Penalty: 847.317505
	Iteration 54Q: 3 clusters Score -660476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -660477.312500 Penalty: 847.317505
	Iteration 55Q: 3 clusters Score -660477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -660478.375000 Penalty: 847.317505
	Iteration 56Q: 3 clusters Score -660478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -660478.750000 Penalty: 847.317505
	Iteration 57Q: 3 clusters Score -660478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -660478.625000 Penalty: 847.317505
	Iteration 58Q: 3 clusters Score -660478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -660479.687500 Penalty: 847.317505
	Iteration 59Q: 3 clusters Score -660479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -660479.062500 Penalty: 847.317505
	Iteration 60F: 3 clusters Score -660479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -660479.062500 Penalty: 847.317505
	Iteration 61Q: 3 clusters Score -660479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -660477.062500 Penalty: 847.317505
	Iteration 62Q: 3 clusters Score -660477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -660478.062500 Penalty: 847.317505
	Iteration 63Q: 3 clusters Score -660478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -660479.187500 Penalty: 847.317505
	Iteration 64Q: 3 clusters Score -660479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -660479.000000 Penalty: 847.317505
	Iteration 65Q: 3 clusters Score -660479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -660477.687500 Penalty: 847.317505
	Iteration 66Q: 3 clusters Score -660477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -660477.250000 Penalty: 847.317505
	Iteration 67Q: 3 clusters Score -660477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -660477.562500 Penalty: 847.317505
	Iteration 68Q: 3 clusters Score -660477.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -660477.562500 Penalty: 847.317505
	Iteration 69F: 3 clusters Score -660477.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -179458.937500 Penalty: 364.516663
	Iteration 0F: 2 clusters Score -179458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -177412.000000 Penalty: 729.033325
	Iteration 0F: 3 clusters Score -177412 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -178143.125000 Penalty: 729.033325
	Iteration 1F: 3 clusters Score -178143.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -178307.328125 Penalty: 729.033325
	Iteration 2F: 3 clusters Score -178307.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -178532.484375 Penalty: 729.033325
	Iteration 3F: 3 clusters Score -178532.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178765.515625 Penalty: 729.033325
	Iteration 4F: 3 clusters Score -178765.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -178976.390625 Penalty: 729.033325
	Iteration 5F: 3 clusters Score -178976.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -179088.671875 Penalty: 729.033325
	Iteration 6F: 3 clusters Score -179088.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -179136.250000 Penalty: 729.033325
	Iteration 7Q: 3 clusters Score -179136.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -179153.718750 Penalty: 729.033325
	Iteration 8Q: 3 clusters Score -179153.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -179162.859375 Penalty: 729.033325
	Iteration 9Q: 3 clusters Score -179162.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179167.203125 Penalty: 729.033325
	Iteration 10Q: 3 clusters Score -179167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179170.437500 Penalty: 729.033325
	Iteration 11Q: 3 clusters Score -179170.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179174.406250 Penalty: 729.033325
	Iteration 12Q: 3 clusters Score -179174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -179178.781250 Penalty: 729.033325
	Iteration 13Q: 3 clusters Score -179178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -179182.171875 Penalty: 729.033325
	Iteration 14Q: 3 clusters Score -179182.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179188.562500 Penalty: 729.033325
	Iteration 15Q: 3 clusters Score -179188.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -179195.421875 Penalty: 729.033325
	Iteration 16Q: 3 clusters Score -179195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -179204.171875 Penalty: 729.033325
	Iteration 17Q: 3 clusters Score -179204.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -179214.187500 Penalty: 729.033325
	Iteration 18Q: 3 clusters Score -179214.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179222.421875 Penalty: 729.033325
	Iteration 19Q: 3 clusters Score -179222.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179230.312500 Penalty: 729.033325
	Iteration 20F: 3 clusters Score -179230.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179235.406250 Penalty: 729.033325
	Iteration 21Q: 3 clusters Score -179235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179242.203125 Penalty: 729.033325
	Iteration 22Q: 3 clusters Score -179242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179248.015625 Penalty: 729.033325
	Iteration 23Q: 3 clusters Score -179248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -179254.187500 Penalty: 729.033325
	Iteration 24Q: 3 clusters Score -179254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179261.218750 Penalty: 729.033325
	Iteration 25Q: 3 clusters Score -179261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179266.359375 Penalty: 729.033325
	Iteration 26Q: 3 clusters Score -179266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179271.796875 Penalty: 729.033325
	Iteration 27Q: 3 clusters Score -179271.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179277.343750 Penalty: 729.033325
	Iteration 28Q: 3 clusters Score -179277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179279.125000 Penalty: 729.033325
	Iteration 29Q: 3 clusters Score -179279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -179279.781250 Penalty: 729.033325
	Iteration 30Q: 3 clusters Score -179279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -179280.234375 Penalty: 729.033325
	Iteration 31Q: 3 clusters Score -179280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179281.218750 Penalty: 729.033325
	Iteration 32Q: 3 clusters Score -179281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -179281.390625 Penalty: 729.033325
	Iteration 33Q: 3 clusters Score -179281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -179282.187500 Penalty: 729.033325
	Iteration 34Q: 3 clusters Score -179282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179283.296875 Penalty: 729.033325
	Iteration 35Q: 3 clusters Score -179283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179283.281250 Penalty: 729.033325
	Iteration 36Q: 3 clusters Score -179283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179283.281250 Penalty: 729.033325
	Iteration 37F: 3 clusters Score -179283.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -40541.453125 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -40541.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39882.929688 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -39882.93 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40073.851562 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -40073.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40113.546875 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -40113.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -40140.058594 Penalty: 605.762085
	Iteration 3Q: 3 clusters Score -40140.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40165.937500 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -40165.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40179.886719 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -40179.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40197.089844 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -40197.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40209.417969 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -40209.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40222.519531 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -40222.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40242.808594 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -40242.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40257.632812 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -40257.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40282.390625 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -40282.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40300.042969 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -40300.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40317.187500 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -40317.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40324.781250 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -40324.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40332.113281 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -40332.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40340.566406 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -40340.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40348.828125 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -40348.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40354.949219 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -40354.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40360.441406 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -40360.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40368.429688 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -40368.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40377.003906 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -40377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40388.207031 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -40388.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40394.976562 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -40394.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40403.437500 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -40403.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40405.902344 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -40405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40408.316406 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -40408.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40410.632812 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -40410.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40411.398438 Penalty: 605.762085
	Iteration 28Q: 3 clusters Score -40411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40411.652344 Penalty: 605.762085
	Iteration 29Q: 3 clusters Score -40411.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40411.988281 Penalty: 605.762085
	Iteration 30Q: 3 clusters Score -40411.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40413.992188 Penalty: 605.762085
	Iteration 31Q: 3 clusters Score -40413.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40415.609375 Penalty: 605.762085
	Iteration 32Q: 3 clusters Score -40415.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40418.433594 Penalty: 605.762085
	Iteration 33Q: 3 clusters Score -40418.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40419.667969 Penalty: 605.762085
	Iteration 34Q: 3 clusters Score -40419.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40420.269531 Penalty: 605.762085
	Iteration 35Q: 3 clusters Score -40420.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40420.796875 Penalty: 605.762085
	Iteration 36Q: 3 clusters Score -40420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40420.796875 Penalty: 605.762085
	Iteration 37F: 3 clusters Score -40420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (79658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Entering Unmasked Estep 
Score: -4897591.500000 Penalty: 513.490173
	Iteration 0F: 2 clusters Score -4897592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -4844215.000000 Penalty: 1026.980347
	Iteration 0F: 3 clusters Score -4844215 nChanged 38703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4867833.000000 Penalty: 1026.980347
	Iteration 1F: 3 clusters Score -4867833 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4869401.000000 Penalty: 1026.980347
	Iteration 2Q: 3 clusters Score -4869401 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4872202.500000 Penalty: 1026.980347
	Iteration 3F: 3 clusters Score -4872202 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4876842.000000 Penalty: 1026.980347
	Iteration 4F: 3 clusters Score -4876842 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -4883048.000000 Penalty: 1026.980347
	Iteration 5F: 3 clusters Score -4883048 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4888900.000000 Penalty: 1026.980347
	Iteration 6F: 3 clusters Score -4888900 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4892607.500000 Penalty: 1026.980347
	Iteration 7Q: 3 clusters Score -4892608 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4894414.500000 Penalty: 1026.980347
	Iteration 8Q: 3 clusters Score -4894414 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4895393.000000 Penalty: 1026.980347
	Iteration 9Q: 3 clusters Score -4895393 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4896007.000000 Penalty: 1026.980347
	Iteration 10Q: 3 clusters Score -4896007 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4896364.500000 Penalty: 1026.980347
	Iteration 11Q: 3 clusters Score -4896364 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4896592.500000 Penalty: 1026.980347
	Iteration 12Q: 3 clusters Score -4896592 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4896807.500000 Penalty: 1026.980347
	Iteration 13Q: 3 clusters Score -4896808 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4896911.000000 Penalty: 1026.980347
	Iteration 14Q: 3 clusters Score -4896911 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4896999.000000 Penalty: 1026.980347
	Iteration 15Q: 3 clusters Score -4896999 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4897048.500000 Penalty: 1026.980347
	Iteration 16Q: 3 clusters Score -4897048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4897078.500000 Penalty: 1026.980347
	Iteration 17Q: 3 clusters Score -4897078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4897096.500000 Penalty: 1026.980347
	Iteration 18Q: 3 clusters Score -4897096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4897107.500000 Penalty: 1026.980347
	Iteration 19Q: 3 clusters Score -4897108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4897126.500000 Penalty: 1026.980347
	Iteration 20F: 3 clusters Score -4897126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4897133.500000 Penalty: 1026.980347
	Iteration 21Q: 3 clusters Score -4897134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4897146.500000 Penalty: 1026.980347
	Iteration 22Q: 3 clusters Score -4897146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4897146.000000 Penalty: 1026.980347
	Iteration 23Q: 3 clusters Score -4897146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4897151.500000 Penalty: 1026.980347
	Iteration 24Q: 3 clusters Score -4897152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4897153.000000 Penalty: 1026.980347
	Iteration 25Q: 3 clusters Score -4897153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4897163.000000 Penalty: 1026.980347
	Iteration 26Q: 3 clusters Score -4897163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4897167.500000 Penalty: 1026.980347
	Iteration 27Q: 3 clusters Score -4897168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4897167.500000 Penalty: 1026.980347
	Iteration 28Q: 3 clusters Score -4897168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4897168.000000 Penalty: 1026.980347
	Iteration 29Q: 3 clusters Score -4897168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4897170.000000 Penalty: 1026.980347
	Iteration 30Q: 3 clusters Score -4897170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4897167.500000 Penalty: 1026.980347
	Iteration 31Q: 3 clusters Score -4897168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4897172.500000 Penalty: 1026.980347
	Iteration 32Q: 3 clusters Score -4897172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4897172.000000 Penalty: 1026.980347
	Iteration 33Q: 3 clusters Score -4897172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4897172.000000 Penalty: 1026.980347
	Iteration 34Q: 3 clusters Score -4897172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4897173.000000 Penalty: 1026.980347
	Iteration 35Q: 3 clusters Score -4897173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4897174.000000 Penalty: 1026.980347
	Iteration 36Q: 3 clusters Score -4897174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4897171.000000 Penalty: 1026.980347
	Iteration 37Q: 3 clusters Score -4897171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4897171.000000 Penalty: 1026.980347
	Iteration 38F: 3 clusters Score -4897171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -49111.210938 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -49111.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48478.390625 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -48478.39 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48641.089844 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -48641.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -48670.585938 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -48670.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -48686.226562 Penalty: 601.450806
	Iteration 3Q: 3 clusters Score -48686.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48700.046875 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -48700.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48704.410156 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -48704.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48708.140625 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -48708.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48709.148438 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -48709.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48712.457031 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -48712.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48714.054688 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -48714.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48714.949219 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -48714.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48715.140625 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -48715.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48715.140625 Penalty: 601.450806
	Iteration 12F: 3 clusters Score -48715.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -243573.187500 Penalty: 374.284729
	Iteration 0F: 2 clusters Score -243573.2 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 1932 members 
Entering Unmasked Estep 
Score: -241037.093750 Penalty: 748.569458
	Iteration 0F: 3 clusters Score -241037.1 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -242066.703125 Penalty: 748.569458
	Iteration 1F: 3 clusters Score -242066.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -242259.750000 Penalty: 748.569458
	Iteration 2F: 3 clusters Score -242259.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -242422.375000 Penalty: 748.569458
	Iteration 3F: 3 clusters Score -242422.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -242556.765625 Penalty: 748.569458
	Iteration 4F: 3 clusters Score -242556.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -242699.703125 Penalty: 748.569458
	Iteration 5F: 3 clusters Score -242699.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -242853.843750 Penalty: 748.569458
	Iteration 6F: 3 clusters Score -242853.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -242998.984375 Penalty: 748.569458
	Iteration 7Q: 3 clusters Score -242999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -243100.828125 Penalty: 748.569458
	Iteration 8Q: 3 clusters Score -243100.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -243167.593750 Penalty: 748.569458
	Iteration 9Q: 3 clusters Score -243167.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -243209.875000 Penalty: 748.569458
	Iteration 10Q: 3 clusters Score -243209.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -243236.968750 Penalty: 748.569458
	Iteration 11Q: 3 clusters Score -243237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -243255.968750 Penalty: 748.569458
	Iteration 12Q: 3 clusters Score -243256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -243269.062500 Penalty: 748.569458
	Iteration 13Q: 3 clusters Score -243269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -243276.984375 Penalty: 748.569458
	Iteration 14Q: 3 clusters Score -243277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -243283.296875 Penalty: 748.569458
	Iteration 15Q: 3 clusters Score -243283.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -243290.921875 Penalty: 748.569458
	Iteration 16Q: 3 clusters Score -243290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -243299.203125 Penalty: 748.569458
	Iteration 17Q: 3 clusters Score -243299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -243305.828125 Penalty: 748.569458
	Iteration 18Q: 3 clusters Score -243305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -243310.218750 Penalty: 748.569458
	Iteration 19Q: 3 clusters Score -243310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -243311.781250 Penalty: 748.569458
	Iteration 20F: 3 clusters Score -243311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -243313.328125 Penalty: 748.569458
	Iteration 21Q: 3 clusters Score -243313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -243314.437500 Penalty: 748.569458
	Iteration 22Q: 3 clusters Score -243314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -243315.375000 Penalty: 748.569458
	Iteration 23Q: 3 clusters Score -243315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -243316.718750 Penalty: 748.569458
	Iteration 24Q: 3 clusters Score -243316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -243317.625000 Penalty: 748.569458
	Iteration 25Q: 3 clusters Score -243317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -243318.281250 Penalty: 748.569458
	Iteration 26Q: 3 clusters Score -243318.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -243318.281250 Penalty: 748.569458
	Iteration 27F: 3 clusters Score -243318.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 75306 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 27631 members 
Mstep: Class 7 contains 38962 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 83250 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 41823 members 
Mstep: Class 15 contains 43616 members 
Mstep: Class 16 contains 11776 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 21808 members 
Mstep: Class 24 contains 17478 members 
Mstep: Class 25 contains 5033 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 44734 members 
Mstep: Class 29 contains 83871 members 
Mstep: Class 30 contains 17583 members 
Mstep: Class 31 contains 30234 members 
Mstep: Class 32 contains 11061 members 
Mstep: Class 33 contains 3015 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 79658 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246908.000000 Penalty: 22650.070312
Iteration 399Q: 38 clusters Score -4.224691e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 75243 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 27419 members 
Mstep: Class 7 contains 38950 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 83635 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 41811 members 
Mstep: Class 15 contains 43629 members 
Mstep: Class 16 contains 11682 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 16967 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 44540 members 
Mstep: Class 29 contains 83759 members 
Mstep: Class 30 contains 17531 members 
Mstep: Class 31 contains 30168 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 2998 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 80644 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246564.000000 Penalty: 22650.070312
Iteration 400F: 38 clusters Score -4.224656e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75051 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 27184 members 
Mstep: Class 7 contains 38929 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 83999 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 41821 members 
Mstep: Class 15 contains 43654 members 
Mstep: Class 16 contains 11600 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 21970 members 
Mstep: Class 24 contains 16472 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 44393 members 
Mstep: Class 29 contains 83636 members 
Mstep: Class 30 contains 17484 members 
Mstep: Class 31 contains 30130 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 81702 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42246060.000000 Penalty: 22650.070312
Iteration 401Q: 38 clusters Score -4.224606e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 74799 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26367 members 
Mstep: Class 6 contains 26922 members 
Mstep: Class 7 contains 38938 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 1518 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 84286 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 41829 members 
Mstep: Class 15 contains 43684 members 
Mstep: Class 16 contains 11530 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 22064 members 
Mstep: Class 24 contains 15993 members 
Mstep: Class 25 contains 4986 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2353 members 
Mstep: Class 28 contains 44311 members 
Mstep: Class 29 contains 83458 members 
Mstep: Class 30 contains 17442 members 
Mstep: Class 31 contains 30106 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 2975 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 82810 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42245812.000000 Penalty: 22650.070312
Iteration 402Q: 38 clusters Score -4.224581e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 74460 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26335 members 
Mstep: Class 6 contains 26686 members 
Mstep: Class 7 contains 38931 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 84548 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 41819 members 
Mstep: Class 15 contains 43708 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 15509 members 
Mstep: Class 25 contains 4986 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 44267 members 
Mstep: Class 29 contains 83348 members 
Mstep: Class 30 contains 17400 members 
Mstep: Class 31 contains 30094 members 
Mstep: Class 32 contains 10998 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 796 members 
Mstep: Class 35 contains 83877 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42244928.000000 Penalty: 22650.070312
Iteration 403Q: 38 clusters Score -4.224493e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 74070 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26310 members 
Mstep: Class 6 contains 26474 members 
Mstep: Class 7 contains 38921 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 84777 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 41817 members 
Mstep: Class 15 contains 43719 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 22252 members 
Mstep: Class 24 contains 15022 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 44298 members 
Mstep: Class 29 contains 83319 members 
Mstep: Class 30 contains 17365 members 
Mstep: Class 31 contains 30107 members 
Mstep: Class 32 contains 10986 members 
Mstep: Class 33 contains 2946 members 
Mstep: Class 34 contains 806 members 
Mstep: Class 35 contains 84843 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42243800.000000 Penalty: 22650.070312
Iteration 404Q: 38 clusters Score -4.22438e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 73709 members 
Mstep: Class 3 contains 777 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26280 members 
Mstep: Class 6 contains 26284 members 
Mstep: Class 7 contains 38912 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 1379 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 84978 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 41822 members 
Mstep: Class 15 contains 43730 members 
Mstep: Class 16 contains 11332 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 22352 members 
Mstep: Class 24 contains 14545 members 
Mstep: Class 25 contains 4983 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 44352 members 
Mstep: Class 29 contains 83339 members 
Mstep: Class 30 contains 17330 members 
Mstep: Class 31 contains 30093 members 
Mstep: Class 32 contains 10970 members 
Mstep: Class 33 contains 2929 members 
Mstep: Class 34 contains 810 members 
Mstep: Class 35 contains 85724 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242848.000000 Penalty: 22650.070312
Iteration 405Q: 38 clusters Score -4.224285e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 73419 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26234 members 
Mstep: Class 6 contains 26056 members 
Mstep: Class 7 contains 38934 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 1365 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 85079 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 43731 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 22419 members 
Mstep: Class 24 contains 14073 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 44384 members 
Mstep: Class 29 contains 83385 members 
Mstep: Class 30 contains 17302 members 
Mstep: Class 31 contains 30133 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 2914 members 
Mstep: Class 34 contains 810 members 
Mstep: Class 35 contains 86551 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42242012.000000 Penalty: 22650.070312
Iteration 406Q: 38 clusters Score -4.224201e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 73183 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26194 members 
Mstep: Class 6 contains 25831 members 
Mstep: Class 7 contains 38994 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 85150 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 41870 members 
Mstep: Class 15 contains 43738 members 
Mstep: Class 16 contains 11226 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 4994 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 44440 members 
Mstep: Class 29 contains 83458 members 
Mstep: Class 30 contains 17274 members 
Mstep: Class 31 contains 30182 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 2902 members 
Mstep: Class 34 contains 817 members 
Mstep: Class 35 contains 87261 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240952.000000 Penalty: 22650.070312
Iteration 407Q: 38 clusters Score -4.224095e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 72954 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26173 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 39065 members 
Mstep: Class 8 contains 4598 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 1157 members 
Mstep: Class 12 contains 85182 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 41897 members 
Mstep: Class 15 contains 43754 members 
Mstep: Class 16 contains 11195 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 22508 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 44507 members 
Mstep: Class 29 contains 83535 members 
Mstep: Class 30 contains 17245 members 
Mstep: Class 31 contains 30224 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 2890 members 
Mstep: Class 34 contains 821 members 
Mstep: Class 35 contains 87907 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42240108.000000 Penalty: 22650.070312
Iteration 408Q: 38 clusters Score -4.224011e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 72786 members 
Mstep: Class 3 contains 781 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26155 members 
Mstep: Class 6 contains 25484 members 
Mstep: Class 7 contains 39132 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 85276 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 43771 members 
Mstep: Class 16 contains 11185 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 22591 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2264 members 
Mstep: Class 28 contains 44521 members 
Mstep: Class 29 contains 83605 members 
Mstep: Class 30 contains 17218 members 
Mstep: Class 31 contains 30286 members 
Mstep: Class 32 contains 10876 members 
Mstep: Class 33 contains 2879 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 88394 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42239312.000000 Penalty: 22650.070312
Iteration 409Q: 38 clusters Score -4.223931e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 72562 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26148 members 
Mstep: Class 6 contains 25336 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 85572 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 41954 members 
Mstep: Class 15 contains 43793 members 
Mstep: Class 16 contains 11172 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 22677 members 
Mstep: Class 24 contains 12125 members 
Mstep: Class 25 contains 5045 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2261 members 
Mstep: Class 28 contains 44455 members 
Mstep: Class 29 contains 83683 members 
Mstep: Class 30 contains 17183 members 
Mstep: Class 31 contains 30327 members 
Mstep: Class 32 contains 10836 members 
Mstep: Class 33 contains 2867 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 88776 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42238432.000000 Penalty: 22650.070312
Iteration 410Q: 38 clusters Score -4.223843e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 72322 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26137 members 
Mstep: Class 6 contains 25194 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 86024 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 41991 members 
Mstep: Class 15 contains 43821 members 
Mstep: Class 16 contains 11165 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 22762 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2254 members 
Mstep: Class 28 contains 44258 members 
Mstep: Class 29 contains 83739 members 
Mstep: Class 30 contains 17169 members 
Mstep: Class 31 contains 30348 members 
Mstep: Class 32 contains 10805 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 824 members 
Mstep: Class 35 contains 89090 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42237736.000000 Penalty: 22650.070312
Iteration 411Q: 38 clusters Score -4.223774e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 71978 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26112 members 
Mstep: Class 6 contains 25049 members 
Mstep: Class 7 contains 39312 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 86534 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 42005 members 
Mstep: Class 15 contains 43847 members 
Mstep: Class 16 contains 11163 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2274 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 22844 members 
Mstep: Class 24 contains 11264 members 
Mstep: Class 25 contains 5081 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2248 members 
Mstep: Class 28 contains 44076 members 
Mstep: Class 29 contains 83811 members 
Mstep: Class 30 contains 17155 members 
Mstep: Class 31 contains 30368 members 
Mstep: Class 32 contains 10775 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 89441 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236964.000000 Penalty: 22650.070312
Iteration 412Q: 38 clusters Score -4.223696e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 71568 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26084 members 
Mstep: Class 6 contains 24876 members 
Mstep: Class 7 contains 39419 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 87131 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 42014 members 
Mstep: Class 15 contains 43874 members 
Mstep: Class 16 contains 11167 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 22921 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 43864 members 
Mstep: Class 29 contains 83877 members 
Mstep: Class 30 contains 17153 members 
Mstep: Class 31 contains 30360 members 
Mstep: Class 32 contains 10751 members 
Mstep: Class 33 contains 2814 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 89791 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236644.000000 Penalty: 22650.070312
Iteration 413Q: 38 clusters Score -4.223664e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 71036 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 24660 members 
Mstep: Class 7 contains 39533 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 87854 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 42031 members 
Mstep: Class 15 contains 43898 members 
Mstep: Class 16 contains 11173 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2319 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 2449 members 
Mstep: Class 23 contains 22975 members 
Mstep: Class 24 contains 10469 members 
Mstep: Class 25 contains 5112 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 43600 members 
Mstep: Class 29 contains 83955 members 
Mstep: Class 30 contains 17157 members 
Mstep: Class 31 contains 30337 members 
Mstep: Class 32 contains 10724 members 
Mstep: Class 33 contains 2805 members 
Mstep: Class 34 contains 828 members 
Mstep: Class 35 contains 90181 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42236024.000000 Penalty: 22650.070312
Iteration 414Q: 38 clusters Score -4.223602e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 70357 members 
Mstep: Class 3 contains 805 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 26025 members 
Mstep: Class 6 contains 24497 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 1209 members 
Mstep: Class 12 contains 88691 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 42031 members 
Mstep: Class 15 contains 43916 members 
Mstep: Class 16 contains 11195 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 23008 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 5115 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2240 members 
Mstep: Class 28 contains 43283 members 
Mstep: Class 29 contains 84060 members 
Mstep: Class 30 contains 17159 members 
Mstep: Class 31 contains 30282 members 
Mstep: Class 32 contains 10715 members 
Mstep: Class 33 contains 2789 members 
Mstep: Class 34 contains 831 members 
Mstep: Class 35 contains 90623 members 
Mstep: Class 36 contains 741 members 
Mstep: Class 37 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42235164.000000 Penalty: 22650.070312
Iteration 415Q: 38 clusters Score -4.223516e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 69508 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25992 members 
Mstep: Class 6 contains 24348 members 
Mstep: Class 7 contains 39852 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 89709 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 42018 members 
Mstep: Class 15 contains 43933 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 23052 members 
Mstep: Class 24 contains 9705 members 
Mstep: Class 25 contains 5125 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2231 members 
Mstep: Class 28 contains 42912 members 
Mstep: Class 29 contains 84186 members 
Mstep: Class 30 contains 17159 members 
Mstep: Class 31 contains 30232 members 
Mstep: Class 32 contains 10690 members 
Mstep: Class 33 contains 2781 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 91070 members 
Mstep: Class 36 contains 741 members 
Mstep: Class 37 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233972.000000 Penalty: 22650.070312
Iteration 416Q: 38 clusters Score -4.223397e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 68484 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25966 members 
Mstep: Class 6 contains 24153 members 
Mstep: Class 7 contains 39985 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 1392 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 90816 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 41989 members 
Mstep: Class 15 contains 43944 members 
Mstep: Class 16 contains 11230 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 23078 members 
Mstep: Class 24 contains 9380 members 
Mstep: Class 25 contains 5135 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2223 members 
Mstep: Class 28 contains 42587 members 
Mstep: Class 29 contains 84318 members 
Mstep: Class 30 contains 17164 members 
Mstep: Class 31 contains 30164 members 
Mstep: Class 32 contains 10678 members 
Mstep: Class 33 contains 2773 members 
Mstep: Class 34 contains 837 members 
Mstep: Class 35 contains 91614 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232288.000000 Penalty: 22650.070312
Iteration 417Q: 38 clusters Score -4.223229e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 67316 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25939 members 
Mstep: Class 6 contains 23916 members 
Mstep: Class 7 contains 40102 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 91919 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 41964 members 
Mstep: Class 15 contains 43949 members 
Mstep: Class 16 contains 11258 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 2397 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 23102 members 
Mstep: Class 24 contains 9067 members 
Mstep: Class 25 contains 5136 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2219 members 
Mstep: Class 28 contains 42308 members 
Mstep: Class 29 contains 84496 members 
Mstep: Class 30 contains 17167 members 
Mstep: Class 31 contains 30100 members 
Mstep: Class 32 contains 10657 members 
Mstep: Class 33 contains 2767 members 
Mstep: Class 34 contains 838 members 
Mstep: Class 35 contains 92260 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230424.000000 Penalty: 22650.070312
Iteration 418Q: 38 clusters Score -4.223042e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 65923 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25920 members 
Mstep: Class 6 contains 23649 members 
Mstep: Class 7 contains 40219 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 93115 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 41939 members 
Mstep: Class 15 contains 43963 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 23126 members 
Mstep: Class 24 contains 8791 members 
Mstep: Class 25 contains 5131 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2217 members 
Mstep: Class 28 contains 41993 members 
Mstep: Class 29 contains 84661 members 
Mstep: Class 30 contains 17164 members 
Mstep: Class 31 contains 30056 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 840 members 
Mstep: Class 35 contains 93028 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228616.000000 Penalty: 22650.070312
Iteration 419Q: 38 clusters Score -4.222862e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 64591 members 
Mstep: Class 3 contains 805 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25901 members 
Mstep: Class 6 contains 23436 members 
Mstep: Class 7 contains 40280 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 94172 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 41920 members 
Mstep: Class 15 contains 43971 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 2445 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 23160 members 
Mstep: Class 24 contains 8510 members 
Mstep: Class 25 contains 5121 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 41661 members 
Mstep: Class 29 contains 84958 members 
Mstep: Class 30 contains 17163 members 
Mstep: Class 31 contains 29986 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 845 members 
Mstep: Class 35 contains 93804 members 
Mstep: Class 36 contains 735 members 
Mstep: Class 37 contains 3650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226252.000000 Penalty: 22650.070312
Iteration 420F: 38 clusters Score -4.222625e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 63257 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25884 members 
Mstep: Class 6 contains 23251 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 95217 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 41907 members 
Mstep: Class 15 contains 43967 members 
Mstep: Class 16 contains 11343 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 23174 members 
Mstep: Class 24 contains 8221 members 
Mstep: Class 25 contains 5119 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 41345 members 
Mstep: Class 29 contains 85314 members 
Mstep: Class 30 contains 17169 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 10621 members 
Mstep: Class 33 contains 2700 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 94457 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223896.000000 Penalty: 22650.070312
Iteration 421Q: 38 clusters Score -4.22239e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 62012 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25854 members 
Mstep: Class 6 contains 23090 members 
Mstep: Class 7 contains 40341 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 96153 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 43960 members 
Mstep: Class 16 contains 11386 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2498 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 23186 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 5123 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 40974 members 
Mstep: Class 29 contains 85741 members 
Mstep: Class 30 contains 17179 members 
Mstep: Class 31 contains 30001 members 
Mstep: Class 32 contains 10607 members 
Mstep: Class 33 contains 2675 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 95023 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221632.000000 Penalty: 22650.070312
Iteration 422Q: 38 clusters Score -4.222163e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 60691 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25839 members 
Mstep: Class 6 contains 22920 members 
Mstep: Class 7 contains 40334 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 1567 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 97083 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 41863 members 
Mstep: Class 15 contains 43960 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 23210 members 
Mstep: Class 24 contains 7719 members 
Mstep: Class 25 contains 5138 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 40666 members 
Mstep: Class 29 contains 86218 members 
Mstep: Class 30 contains 17180 members 
Mstep: Class 31 contains 30056 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 840 members 
Mstep: Class 35 contains 95486 members 
Mstep: Class 36 contains 731 members 
Mstep: Class 37 contains 3657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219276.000000 Penalty: 22650.070312
Iteration 423Q: 38 clusters Score -4.221928e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 59521 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25830 members 
Mstep: Class 6 contains 22741 members 
Mstep: Class 7 contains 40317 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 97751 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 41858 members 
Mstep: Class 15 contains 43960 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 2627 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 7468 members 
Mstep: Class 25 contains 5153 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 40369 members 
Mstep: Class 29 contains 86645 members 
Mstep: Class 30 contains 17185 members 
Mstep: Class 31 contains 30160 members 
Mstep: Class 32 contains 10570 members 
Mstep: Class 33 contains 2631 members 
Mstep: Class 34 contains 839 members 
Mstep: Class 35 contains 96015 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217468.000000 Penalty: 22650.070312
Iteration 424Q: 38 clusters Score -4.221747e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 58513 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25820 members 
Mstep: Class 6 contains 22520 members 
Mstep: Class 7 contains 40289 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 98099 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 43966 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 23259 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 40143 members 
Mstep: Class 29 contains 87141 members 
Mstep: Class 30 contains 17178 members 
Mstep: Class 31 contains 30316 members 
Mstep: Class 32 contains 10553 members 
Mstep: Class 33 contains 2614 members 
Mstep: Class 34 contains 837 members 
Mstep: Class 35 contains 96560 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216232.000000 Penalty: 22650.070312
Iteration 425Q: 38 clusters Score -4.221623e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 57693 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25810 members 
Mstep: Class 6 contains 22318 members 
Mstep: Class 7 contains 40237 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 1636 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 98176 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 41839 members 
Mstep: Class 15 contains 43978 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 23295 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 39960 members 
Mstep: Class 29 contains 87646 members 
Mstep: Class 30 contains 17182 members 
Mstep: Class 31 contains 30478 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 837 members 
Mstep: Class 35 contains 97064 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214480.000000 Penalty: 22650.070312
Iteration 426Q: 38 clusters Score -4.221448e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 57073 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25804 members 
Mstep: Class 6 contains 22083 members 
Mstep: Class 7 contains 40193 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 1195 members 
Mstep: Class 12 contains 98101 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 43994 members 
Mstep: Class 16 contains 11753 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 2785 members 
Mstep: Class 23 contains 23317 members 
Mstep: Class 24 contains 6827 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 2195 members 
Mstep: Class 28 contains 39806 members 
Mstep: Class 29 contains 88146 members 
Mstep: Class 30 contains 17187 members 
Mstep: Class 31 contains 30701 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 840 members 
Mstep: Class 35 contains 97455 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212660.000000 Penalty: 22650.070312
Iteration 427Q: 38 clusters Score -4.221266e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 56740 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 161 members 
Mstep: Class 5 contains 25801 members 
Mstep: Class 6 contains 21893 members 
Mstep: Class 7 contains 40152 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 97725 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 41857 members 
Mstep: Class 15 contains 44010 members 
Mstep: Class 16 contains 11832 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 23349 members 
Mstep: Class 24 contains 6620 members 
Mstep: Class 25 contains 5223 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39704 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 17194 members 
Mstep: Class 31 contains 30932 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 2568 members 
Mstep: Class 34 contains 840 members 
Mstep: Class 35 contains 97892 members 
Mstep: Class 36 contains 731 members 
Mstep: Class 37 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42211776.000000 Penalty: 22650.070312
Iteration 428Q: 38 clusters Score -4.221178e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 56582 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 21719 members 
Mstep: Class 7 contains 40105 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 97311 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 44025 members 
Mstep: Class 16 contains 11892 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 1008 members 
Mstep: Class 22 contains 2890 members 
Mstep: Class 23 contains 23397 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 39643 members 
Mstep: Class 29 contains 88795 members 
Mstep: Class 30 contains 17209 members 
Mstep: Class 31 contains 31193 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 2554 members 
Mstep: Class 34 contains 839 members 
Mstep: Class 35 contains 98229 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42211172.000000 Penalty: 22650.070312
Iteration 429Q: 38 clusters Score -4.221117e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 56594 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25799 members 
Mstep: Class 6 contains 21550 members 
Mstep: Class 7 contains 40036 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 96809 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 41828 members 
Mstep: Class 15 contains 44030 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 23449 members 
Mstep: Class 24 contains 6207 members 
Mstep: Class 25 contains 5272 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39560 members 
Mstep: Class 29 contains 89067 members 
Mstep: Class 30 contains 17211 members 
Mstep: Class 31 contains 31463 members 
Mstep: Class 32 contains 10523 members 
Mstep: Class 33 contains 2541 members 
Mstep: Class 34 contains 839 members 
Mstep: Class 35 contains 98514 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210512.000000 Penalty: 22650.070312
Iteration 430Q: 38 clusters Score -4.221051e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 56723 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 21401 members 
Mstep: Class 7 contains 39949 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 96287 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 41823 members 
Mstep: Class 15 contains 44037 members 
Mstep: Class 16 contains 11991 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 2708 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 23512 members 
Mstep: Class 24 contains 6029 members 
Mstep: Class 25 contains 5296 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39476 members 
Mstep: Class 29 contains 89299 members 
Mstep: Class 30 contains 17209 members 
Mstep: Class 31 contains 31746 members 
Mstep: Class 32 contains 10517 members 
Mstep: Class 33 contains 2528 members 
Mstep: Class 34 contains 840 members 
Mstep: Class 35 contains 98678 members 
Mstep: Class 36 contains 728 members 
Mstep: Class 37 contains 3689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210076.000000 Penalty: 22650.070312
Iteration 431Q: 38 clusters Score -4.221008e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 57011 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 21264 members 
Mstep: Class 7 contains 39867 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 95669 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 41818 members 
Mstep: Class 15 contains 44043 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 23560 members 
Mstep: Class 24 contains 5860 members 
Mstep: Class 25 contains 5324 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 39372 members 
Mstep: Class 29 contains 89516 members 
Mstep: Class 30 contains 17205 members 
Mstep: Class 31 contains 32064 members 
Mstep: Class 32 contains 10509 members 
Mstep: Class 33 contains 2512 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 98792 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 3696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209696.000000 Penalty: 22650.070312
Iteration 432Q: 38 clusters Score -4.22097e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 57370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25808 members 
Mstep: Class 6 contains 21083 members 
Mstep: Class 7 contains 39792 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 95070 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 41811 members 
Mstep: Class 15 contains 44044 members 
Mstep: Class 16 contains 12073 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 23627 members 
Mstep: Class 24 contains 5719 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 39335 members 
Mstep: Class 29 contains 89691 members 
Mstep: Class 30 contains 17203 members 
Mstep: Class 31 contains 32381 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 2499 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 98792 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209644.000000 Penalty: 22650.070312
Iteration 433Q: 38 clusters Score -4.220964e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 57817 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25813 members 
Mstep: Class 6 contains 20958 members 
Mstep: Class 7 contains 39705 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 94411 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 41792 members 
Mstep: Class 15 contains 44049 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 2750 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 23687 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 5375 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 39295 members 
Mstep: Class 29 contains 89860 members 
Mstep: Class 30 contains 17203 members 
Mstep: Class 31 contains 32707 members 
Mstep: Class 32 contains 10482 members 
Mstep: Class 33 contains 2487 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 98751 members 
Mstep: Class 36 contains 731 members 
Mstep: Class 37 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209644.000000 Penalty: 22650.070312
Iteration 434Q: 38 clusters Score -4.220964e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 58246 members 
Mstep: Class 3 contains 805 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25823 members 
Mstep: Class 6 contains 20842 members 
Mstep: Class 7 contains 39614 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 93801 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 41781 members 
Mstep: Class 15 contains 44052 members 
Mstep: Class 16 contains 12185 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 3116 members 
Mstep: Class 23 contains 23737 members 
Mstep: Class 24 contains 5462 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 39232 members 
Mstep: Class 29 contains 90021 members 
Mstep: Class 30 contains 17204 members 
Mstep: Class 31 contains 33043 members 
Mstep: Class 32 contains 10474 members 
Mstep: Class 33 contains 2478 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 98688 members 
Mstep: Class 36 contains 728 members 
Mstep: Class 37 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209952.000000 Penalty: 22650.070312
Iteration 435Q: 38 clusters Score -4.220995e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 58716 members 
Mstep: Class 3 contains 801 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25827 members 
Mstep: Class 6 contains 20731 members 
Mstep: Class 7 contains 39540 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 93286 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 41771 members 
Mstep: Class 15 contains 44049 members 
Mstep: Class 16 contains 12220 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 23765 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 5412 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 39148 members 
Mstep: Class 29 contains 90164 members 
Mstep: Class 30 contains 17214 members 
Mstep: Class 31 contains 33381 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 2468 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 98570 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210248.000000 Penalty: 22650.070312
Iteration 436Q: 38 clusters Score -4.221025e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59278 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25835 members 
Mstep: Class 6 contains 20606 members 
Mstep: Class 7 contains 39456 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 92805 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 41748 members 
Mstep: Class 15 contains 44040 members 
Mstep: Class 16 contains 12249 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 23784 members 
Mstep: Class 24 contains 5184 members 
Mstep: Class 25 contains 5422 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 39120 members 
Mstep: Class 29 contains 90293 members 
Mstep: Class 30 contains 17232 members 
Mstep: Class 31 contains 33692 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 98366 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210576.000000 Penalty: 22650.070312
Iteration 437Q: 38 clusters Score -4.221058e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59818 members 
Mstep: Class 3 contains 805 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25837 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 39388 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 92371 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 41738 members 
Mstep: Class 15 contains 44041 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 3173 members 
Mstep: Class 23 contains 23788 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 5431 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 39083 members 
Mstep: Class 29 contains 90409 members 
Mstep: Class 30 contains 17238 members 
Mstep: Class 31 contains 34029 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 98139 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210884.000000 Penalty: 22650.070312
Iteration 438Q: 38 clusters Score -4.221088e+07 nChanged 2447
Entering ConstructFrom: 
Score: -42210884.000000 Penalty: 22650.070312
Entering ConstructFrom: 
Trying to split cluster 1 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -53434.535156 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -53434.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52740.554688 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -52740.55 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52916.289062 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -52916.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52974.957031 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -52974.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53003.496094 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -53003.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53023.042969 Penalty: 611.320251
	Iteration 4Q: 3 clusters Score -53023.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -53035.742188 Penalty: 611.320251
	Iteration 5Q: 3 clusters Score -53035.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53050.640625 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -53050.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53065.871094 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -53065.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53072.417969 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -53072.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53084.425781 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -53084.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53092.371094 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -53092.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53100.371094 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -53100.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53108.496094 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -53108.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -53119.164062 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -53119.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -53130.062500 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -53130.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53145.382812 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -53145.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -53153.355469 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -53153.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53161.531250 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -53161.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -53170.644531 Penalty: 611.320251
	Iteration 18Q: 3 clusters Score -53170.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53176.750000 Penalty: 611.320251
	Iteration 19Q: 3 clusters Score -53176.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53179.691406 Penalty: 611.320251
	Iteration 20F: 3 clusters Score -53179.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53181.542969 Penalty: 611.320251
	Iteration 21Q: 3 clusters Score -53181.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53182.910156 Penalty: 611.320251
	Iteration 22Q: 3 clusters Score -53182.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -53183.652344 Penalty: 611.320251
	Iteration 23Q: 3 clusters Score -53183.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53184.164062 Penalty: 611.320251
	Iteration 24Q: 3 clusters Score -53184.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -53184.277344 Penalty: 611.320251
	Iteration 25Q: 3 clusters Score -53184.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -53184.277344 Penalty: 611.320251
	Iteration 26F: 3 clusters Score -53184.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Entering Unmasked Estep 
Score: -3866590.250000 Penalty: 500.850403
	Iteration 0F: 2 clusters Score -3866590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3827009.500000 Penalty: 1001.700806
	Iteration 0F: 3 clusters Score -3827010 nChanged 29271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3844399.000000 Penalty: 1001.700806
	Iteration 1F: 3 clusters Score -3844399 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3845342.000000 Penalty: 1001.700806
	Iteration 2Q: 3 clusters Score -3845342 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3846660.750000 Penalty: 1001.700806
	Iteration 3Q: 3 clusters Score -3846661 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3848717.250000 Penalty: 1001.700806
	Iteration 4F: 3 clusters Score -3848717 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3851915.250000 Penalty: 1001.700806
	Iteration 5F: 3 clusters Score -3851915 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3855479.250000 Penalty: 1001.700806
	Iteration 6F: 3 clusters Score -3855479 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3857723.500000 Penalty: 1001.700806
	Iteration 7F: 3 clusters Score -3857724 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3858887.500000 Penalty: 1001.700806
	Iteration 8Q: 3 clusters Score -3858888 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3859799.000000 Penalty: 1001.700806
	Iteration 9Q: 3 clusters Score -3859799 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3860778.000000 Penalty: 1001.700806
	Iteration 10Q: 3 clusters Score -3860778 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3861655.000000 Penalty: 1001.700806
	Iteration 11Q: 3 clusters Score -3861655 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3862415.500000 Penalty: 1001.700806
	Iteration 12Q: 3 clusters Score -3862416 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3863015.750000 Penalty: 1001.700806
	Iteration 13Q: 3 clusters Score -3863016 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3863494.750000 Penalty: 1001.700806
	Iteration 14Q: 3 clusters Score -3863495 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3863821.500000 Penalty: 1001.700806
	Iteration 15Q: 3 clusters Score -3863822 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3864122.750000 Penalty: 1001.700806
	Iteration 16Q: 3 clusters Score -3864123 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3864321.750000 Penalty: 1001.700806
	Iteration 17Q: 3 clusters Score -3864322 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3864475.250000 Penalty: 1001.700806
	Iteration 18Q: 3 clusters Score -3864475 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3864540.500000 Penalty: 1001.700806
	Iteration 19Q: 3 clusters Score -3864540 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3864614.500000 Penalty: 1001.700806
	Iteration 20F: 3 clusters Score -3864614 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3864678.000000 Penalty: 1001.700806
	Iteration 21Q: 3 clusters Score -3864678 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3864707.500000 Penalty: 1001.700806
	Iteration 22Q: 3 clusters Score -3864708 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3864745.500000 Penalty: 1001.700806
	Iteration 23Q: 3 clusters Score -3864746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3864774.000000 Penalty: 1001.700806
	Iteration 24Q: 3 clusters Score -3864774 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3864804.000000 Penalty: 1001.700806
	Iteration 25Q: 3 clusters Score -3864804 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3864806.000000 Penalty: 1001.700806
	Iteration 26Q: 3 clusters Score -3864806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3864807.250000 Penalty: 1001.700806
	Iteration 27Q: 3 clusters Score -3864807 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3864822.500000 Penalty: 1001.700806
	Iteration 28Q: 3 clusters Score -3864822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3864836.750000 Penalty: 1001.700806
	Iteration 29Q: 3 clusters Score -3864837 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3864838.250000 Penalty: 1001.700806
	Iteration 30Q: 3 clusters Score -3864838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3864839.500000 Penalty: 1001.700806
	Iteration 31Q: 3 clusters Score -3864840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3864843.500000 Penalty: 1001.700806
	Iteration 32Q: 3 clusters Score -3864844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3864868.250000 Penalty: 1001.700806
	Iteration 33Q: 3 clusters Score -3864868 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3864859.500000 Penalty: 1001.700806
	Iteration 34Q: 3 clusters Score -3864860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3864862.000000 Penalty: 1001.700806
	Iteration 35Q: 3 clusters Score -3864862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3864861.750000 Penalty: 1001.700806
	Iteration 36Q: 3 clusters Score -3864862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3864869.500000 Penalty: 1001.700806
	Iteration 37Q: 3 clusters Score -3864870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3864873.750000 Penalty: 1001.700806
	Iteration 38Q: 3 clusters Score -3864874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3864875.250000 Penalty: 1001.700806
	Iteration 39Q: 3 clusters Score -3864875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3864878.000000 Penalty: 1001.700806
	Iteration 40F: 3 clusters Score -3864878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3864881.250000 Penalty: 1001.700806
	Iteration 41Q: 3 clusters Score -3864881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3864879.000000 Penalty: 1001.700806
	Iteration 42Q: 3 clusters Score -3864879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3864884.500000 Penalty: 1001.700806
	Iteration 43Q: 3 clusters Score -3864884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3864890.000000 Penalty: 1001.700806
	Iteration 44Q: 3 clusters Score -3864890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3864888.250000 Penalty: 1001.700806
	Iteration 45Q: 3 clusters Score -3864888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3864884.750000 Penalty: 1001.700806
	Iteration 46Q: 3 clusters Score -3864885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3864884.750000 Penalty: 1001.700806
	Iteration 47Q: 3 clusters Score -3864885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3864886.000000 Penalty: 1001.700806
	Iteration 48Q: 3 clusters Score -3864886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3864877.500000 Penalty: 1001.700806
	Iteration 49Q: 3 clusters Score -3864878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3864881.250000 Penalty: 1001.700806
	Iteration 50Q: 3 clusters Score -3864881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3864881.250000 Penalty: 1001.700806
	Iteration 51Q: 3 clusters Score -3864881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3864879.750000 Penalty: 1001.700806
	Iteration 52Q: 3 clusters Score -3864880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3864880.750000 Penalty: 1001.700806
	Iteration 53Q: 3 clusters Score -3864881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3864882.000000 Penalty: 1001.700806
	Iteration 54Q: 3 clusters Score -3864882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3864882.250000 Penalty: 1001.700806
	Iteration 55Q: 3 clusters Score -3864882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3864883.250000 Penalty: 1001.700806
	Iteration 56Q: 3 clusters Score -3864883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3864883.250000 Penalty: 1001.700806
	Iteration 57Q: 3 clusters Score -3864883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3864884.000000 Penalty: 1001.700806
	Iteration 58Q: 3 clusters Score -3864884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3864885.250000 Penalty: 1001.700806
	Iteration 59Q: 3 clusters Score -3864885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3864887.250000 Penalty: 1001.700806
	Iteration 60F: 3 clusters Score -3864887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3864885.500000 Penalty: 1001.700806
	Iteration 61Q: 3 clusters Score -3864886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3864882.250000 Penalty: 1001.700806
	Iteration 62Q: 3 clusters Score -3864882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3864882.000000 Penalty: 1001.700806
	Iteration 63Q: 3 clusters Score -3864882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3864882.000000 Penalty: 1001.700806
	Iteration 64F: 3 clusters Score -3864882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -53319.746094 Penalty: 304.263428
	Iteration 0F: 2 clusters Score -53319.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52611.199219 Penalty: 608.526855
	Iteration 0F: 3 clusters Score -52611.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52829.199219 Penalty: 608.526855
	Iteration 1F: 3 clusters Score -52829.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52874.824219 Penalty: 608.526855
	Iteration 2F: 3 clusters Score -52874.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52898.277344 Penalty: 608.526855
	Iteration 3F: 3 clusters Score -52898.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52932.750000 Penalty: 608.526855
	Iteration 4F: 3 clusters Score -52932.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52954.457031 Penalty: 608.526855
	Iteration 5Q: 3 clusters Score -52954.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52976.343750 Penalty: 608.526855
	Iteration 6Q: 3 clusters Score -52976.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52989.890625 Penalty: 608.526855
	Iteration 7Q: 3 clusters Score -52989.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52999.644531 Penalty: 608.526855
	Iteration 8Q: 3 clusters Score -52999.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -53010.062500 Penalty: 608.526855
	Iteration 9Q: 3 clusters Score -53010.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53021.480469 Penalty: 608.526855
	Iteration 10Q: 3 clusters Score -53021.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -53030.957031 Penalty: 608.526855
	Iteration 11Q: 3 clusters Score -53030.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -53036.175781 Penalty: 608.526855
	Iteration 12Q: 3 clusters Score -53036.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -53044.023438 Penalty: 608.526855
	Iteration 13Q: 3 clusters Score -53044.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -53053.074219 Penalty: 608.526855
	Iteration 14Q: 3 clusters Score -53053.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -53058.871094 Penalty: 608.526855
	Iteration 15Q: 3 clusters Score -53058.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -53063.925781 Penalty: 608.526855
	Iteration 16Q: 3 clusters Score -53063.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -53065.410156 Penalty: 608.526855
	Iteration 17Q: 3 clusters Score -53065.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -53067.335938 Penalty: 608.526855
	Iteration 18Q: 3 clusters Score -53067.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -53072.472656 Penalty: 608.526855
	Iteration 19Q: 3 clusters Score -53072.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -53077.136719 Penalty: 608.526855
	Iteration 20F: 3 clusters Score -53077.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -5763.014160 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -5763.014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5550.875000 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -5550.875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5637.949707 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -5637.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5678.242676 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -5678.243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5686.721680 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -5686.722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5691.168945 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -5691.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5700.870605 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -5700.871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5705.154297 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -5705.154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5706.670898 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -5706.671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5708.834473 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -5708.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5709.506348 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -5709.506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5711.255859 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -5711.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5712.512207 Penalty: 461.840820
	Iteration 11Q: 3 clusters Score -5712.512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5712.512207 Penalty: 461.840820
	Iteration 12F: 3 clusters Score -5712.512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Entering Unmasked Estep 
Score: -1691668.500000 Penalty: 462.267151
	Iteration 0F: 2 clusters Score -1691668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1674546.125000 Penalty: 924.534302
	Iteration 0F: 3 clusters Score -1674546 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1681743.375000 Penalty: 924.534302
	Iteration 1F: 3 clusters Score -1681743 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1681956.125000 Penalty: 924.534302
	Iteration 2Q: 3 clusters Score -1681956 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1682165.250000 Penalty: 924.534302
	Iteration 3Q: 3 clusters Score -1682165 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1682434.250000 Penalty: 924.534302
	Iteration 4Q: 3 clusters Score -1682434 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1682842.500000 Penalty: 924.534302
	Iteration 5Q: 3 clusters Score -1682842 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1683462.875000 Penalty: 924.534302
	Iteration 6Q: 3 clusters Score -1683463 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1684392.125000 Penalty: 924.534302
	Iteration 7F: 3 clusters Score -1684392 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1685587.375000 Penalty: 924.534302
	Iteration 8F: 3 clusters Score -1685587 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1686454.875000 Penalty: 924.534302
	Iteration 9F: 3 clusters Score -1686455 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1686795.125000 Penalty: 924.534302
	Iteration 10Q: 3 clusters Score -1686795 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1686892.875000 Penalty: 924.534302
	Iteration 11Q: 3 clusters Score -1686893 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1686945.500000 Penalty: 924.534302
	Iteration 12Q: 3 clusters Score -1686946 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1686978.500000 Penalty: 924.534302
	Iteration 13Q: 3 clusters Score -1686978 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1687036.625000 Penalty: 924.534302
	Iteration 14Q: 3 clusters Score -1687037 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1687099.375000 Penalty: 924.534302
	Iteration 15Q: 3 clusters Score -1687099 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1687169.000000 Penalty: 924.534302
	Iteration 16Q: 3 clusters Score -1687169 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1687227.375000 Penalty: 924.534302
	Iteration 17Q: 3 clusters Score -1687227 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1687296.125000 Penalty: 924.534302
	Iteration 18Q: 3 clusters Score -1687296 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1687369.500000 Penalty: 924.534302
	Iteration 19Q: 3 clusters Score -1687370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1687442.000000 Penalty: 924.534302
	Iteration 20F: 3 clusters Score -1687442 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1687529.000000 Penalty: 924.534302
	Iteration 21Q: 3 clusters Score -1687529 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1687632.625000 Penalty: 924.534302
	Iteration 22Q: 3 clusters Score -1687633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1687756.625000 Penalty: 924.534302
	Iteration 23Q: 3 clusters Score -1687757 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1687914.125000 Penalty: 924.534302
	Iteration 24Q: 3 clusters Score -1687914 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1688099.250000 Penalty: 924.534302
	Iteration 25Q: 3 clusters Score -1688099 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1688330.500000 Penalty: 924.534302
	Iteration 26Q: 3 clusters Score -1688330 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1688574.625000 Penalty: 924.534302
	Iteration 27Q: 3 clusters Score -1688575 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1688877.250000 Penalty: 924.534302
	Iteration 28Q: 3 clusters Score -1688877 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1689162.375000 Penalty: 924.534302
	Iteration 29Q: 3 clusters Score -1689162 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1689469.875000 Penalty: 924.534302
	Iteration 30Q: 3 clusters Score -1689470 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1689759.250000 Penalty: 924.534302
	Iteration 31Q: 3 clusters Score -1689759 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1689978.125000 Penalty: 924.534302
	Iteration 32Q: 3 clusters Score -1689978 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1690210.500000 Penalty: 924.534302
	Iteration 33Q: 3 clusters Score -1690210 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1690422.750000 Penalty: 924.534302
	Iteration 34Q: 3 clusters Score -1690423 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1690621.625000 Penalty: 924.534302
	Iteration 35Q: 3 clusters Score -1690622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1690783.500000 Penalty: 924.534302
	Iteration 36Q: 3 clusters Score -1690784 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1690911.125000 Penalty: 924.534302
	Iteration 37Q: 3 clusters Score -1690911 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1691005.000000 Penalty: 924.534302
	Iteration 38Q: 3 clusters Score -1691005 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1691077.000000 Penalty: 924.534302
	Iteration 39Q: 3 clusters Score -1691077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1691148.875000 Penalty: 924.534302
	Iteration 40F: 3 clusters Score -1691149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1691212.000000 Penalty: 924.534302
	Iteration 41Q: 3 clusters Score -1691212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1691247.750000 Penalty: 924.534302
	Iteration 42Q: 3 clusters Score -1691248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1691270.875000 Penalty: 924.534302
	Iteration 43Q: 3 clusters Score -1691271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1691289.625000 Penalty: 924.534302
	Iteration 44Q: 3 clusters Score -1691290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1691303.875000 Penalty: 924.534302
	Iteration 45Q: 3 clusters Score -1691304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1691307.750000 Penalty: 924.534302
	Iteration 46Q: 3 clusters Score -1691308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1691316.625000 Penalty: 924.534302
	Iteration 47Q: 3 clusters Score -1691317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1691319.125000 Penalty: 924.534302
	Iteration 48Q: 3 clusters Score -1691319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1691320.500000 Penalty: 924.534302
	Iteration 49Q: 3 clusters Score -1691320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1691322.500000 Penalty: 924.534302
	Iteration 50Q: 3 clusters Score -1691322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1691329.125000 Penalty: 924.534302
	Iteration 51Q: 3 clusters Score -1691329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1691331.625000 Penalty: 924.534302
	Iteration 52Q: 3 clusters Score -1691332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1691333.875000 Penalty: 924.534302
	Iteration 53Q: 3 clusters Score -1691334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1691335.125000 Penalty: 924.534302
	Iteration 54Q: 3 clusters Score -1691335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1691336.625000 Penalty: 924.534302
	Iteration 55Q: 3 clusters Score -1691337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1691337.125000 Penalty: 924.534302
	Iteration 56Q: 3 clusters Score -1691337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1691337.250000 Penalty: 924.534302
	Iteration 57Q: 3 clusters Score -1691337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1691337.250000 Penalty: 924.534302
	Iteration 58F: 3 clusters Score -1691337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Entering Unmasked Estep 
Score: -1349250.500000 Penalty: 451.239014
	Iteration 0F: 2 clusters Score -1349250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1335789.625000 Penalty: 902.478027
	Iteration 0F: 3 clusters Score -1335790 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1342021.250000 Penalty: 902.478027
	Iteration 1F: 3 clusters Score -1342021 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1343374.375000 Penalty: 902.478027
	Iteration 2F: 3 clusters Score -1343374 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1345403.125000 Penalty: 902.478027
	Iteration 3F: 3 clusters Score -1345403 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1347309.375000 Penalty: 902.478027
	Iteration 4F: 3 clusters Score -1347309 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1348251.750000 Penalty: 902.478027
	Iteration 5Q: 3 clusters Score -1348252 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1348601.375000 Penalty: 902.478027
	Iteration 6Q: 3 clusters Score -1348601 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -1348733.750000 Penalty: 902.478027
	Iteration 7Q: 3 clusters Score -1348734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -1348792.000000 Penalty: 902.478027
	Iteration 8Q: 3 clusters Score -1348792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1348828.250000 Penalty: 902.478027
	Iteration 9Q: 3 clusters Score -1348828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1348843.625000 Penalty: 902.478027
	Iteration 10Q: 3 clusters Score -1348844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1348851.250000 Penalty: 902.478027
	Iteration 11Q: 3 clusters Score -1348851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1348858.625000 Penalty: 902.478027
	Iteration 12Q: 3 clusters Score -1348859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1348861.875000 Penalty: 902.478027
	Iteration 13Q: 3 clusters Score -1348862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1348863.125000 Penalty: 902.478027
	Iteration 14Q: 3 clusters Score -1348863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1348863.125000 Penalty: 902.478027
	Iteration 15F: 3 clusters Score -1348863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Entering Unmasked Estep 
Score: -2543295.750000 Penalty: 481.369049
	Iteration 0F: 2 clusters Score -2543296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2517337.000000 Penalty: 962.738098
	Iteration 0F: 3 clusters Score -2517337 nChanged 18870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2528310.250000 Penalty: 962.738098
	Iteration 1F: 3 clusters Score -2528310 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2529125.000000 Penalty: 962.738098
	Iteration 2F: 3 clusters Score -2529125 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2530317.500000 Penalty: 962.738098
	Iteration 3F: 3 clusters Score -2530318 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -2532068.750000 Penalty: 962.738098
	Iteration 4F: 3 clusters Score -2532069 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -2534187.500000 Penalty: 962.738098
	Iteration 5F: 3 clusters Score -2534188 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -2536499.000000 Penalty: 962.738098
	Iteration 6F: 3 clusters Score -2536499 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -2538288.500000 Penalty: 962.738098
	Iteration 7F: 3 clusters Score -2538288 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -2539235.000000 Penalty: 962.738098
	Iteration 8Q: 3 clusters Score -2539235 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -2539727.750000 Penalty: 962.738098
	Iteration 9Q: 3 clusters Score -2539728 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -2540147.750000 Penalty: 962.738098
	Iteration 10Q: 3 clusters Score -2540148 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -2540511.250000 Penalty: 962.738098
	Iteration 11Q: 3 clusters Score -2540511 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -2540860.750000 Penalty: 962.738098
	Iteration 12Q: 3 clusters Score -2540861 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -2541169.000000 Penalty: 962.738098
	Iteration 13Q: 3 clusters Score -2541169 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -2541433.750000 Penalty: 962.738098
	Iteration 14Q: 3 clusters Score -2541434 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -2541633.000000 Penalty: 962.738098
	Iteration 15Q: 3 clusters Score -2541633 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -2541833.000000 Penalty: 962.738098
	Iteration 16Q: 3 clusters Score -2541833 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -2542003.250000 Penalty: 962.738098
	Iteration 17Q: 3 clusters Score -2542003 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -2542144.500000 Penalty: 962.738098
	Iteration 18Q: 3 clusters Score -2542144 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -2542280.000000 Penalty: 962.738098
	Iteration 19Q: 3 clusters Score -2542280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -2542394.000000 Penalty: 962.738098
	Iteration 20F: 3 clusters Score -2542394 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -2542483.750000 Penalty: 962.738098
	Iteration 21Q: 3 clusters Score -2542484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -2542566.250000 Penalty: 962.738098
	Iteration 22Q: 3 clusters Score -2542566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -2542602.250000 Penalty: 962.738098
	Iteration 23Q: 3 clusters Score -2542602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -2542644.500000 Penalty: 962.738098
	Iteration 24Q: 3 clusters Score -2542644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -2542672.500000 Penalty: 962.738098
	Iteration 25Q: 3 clusters Score -2542672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -2542693.500000 Penalty: 962.738098
	Iteration 26Q: 3 clusters Score -2542694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -2542720.250000 Penalty: 962.738098
	Iteration 27Q: 3 clusters Score -2542720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -2542738.750000 Penalty: 962.738098
	Iteration 28Q: 3 clusters Score -2542739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -2542751.000000 Penalty: 962.738098
	Iteration 29Q: 3 clusters Score -2542751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -2542758.500000 Penalty: 962.738098
	Iteration 30Q: 3 clusters Score -2542758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -2542775.500000 Penalty: 962.738098
	Iteration 31Q: 3 clusters Score -2542776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -2542790.250000 Penalty: 962.738098
	Iteration 32Q: 3 clusters Score -2542790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -2542797.250000 Penalty: 962.738098
	Iteration 33Q: 3 clusters Score -2542797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -2542807.000000 Penalty: 962.738098
	Iteration 34Q: 3 clusters Score -2542807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -2542815.750000 Penalty: 962.738098
	Iteration 35Q: 3 clusters Score -2542816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -2542814.000000 Penalty: 962.738098
	Iteration 36Q: 3 clusters Score -2542814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2542815.500000 Penalty: 962.738098
	Iteration 37Q: 3 clusters Score -2542816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2542814.250000 Penalty: 962.738098
	Iteration 38Q: 3 clusters Score -2542814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -2542813.500000 Penalty: 962.738098
	Iteration 39Q: 3 clusters Score -2542814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2542813.500000 Penalty: 962.738098
	Iteration 40F: 3 clusters Score -2542814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -2542814.500000 Penalty: 962.738098
	Iteration 41Q: 3 clusters Score -2542814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -2542816.750000 Penalty: 962.738098
	Iteration 42Q: 3 clusters Score -2542817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -2542821.500000 Penalty: 962.738098
	Iteration 43Q: 3 clusters Score -2542822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -2542831.500000 Penalty: 962.738098
	Iteration 44Q: 3 clusters Score -2542832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -2542843.500000 Penalty: 962.738098
	Iteration 45Q: 3 clusters Score -2542844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -2542847.750000 Penalty: 962.738098
	Iteration 46Q: 3 clusters Score -2542848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -2542849.750000 Penalty: 962.738098
	Iteration 47Q: 3 clusters Score -2542850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -2542853.250000 Penalty: 962.738098
	Iteration 48Q: 3 clusters Score -2542853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -2542855.750000 Penalty: 962.738098
	Iteration 49Q: 3 clusters Score -2542856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -2542856.000000 Penalty: 962.738098
	Iteration 50Q: 3 clusters Score -2542856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -2542857.000000 Penalty: 962.738098
	Iteration 51Q: 3 clusters Score -2542857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -2542857.000000 Penalty: 962.738098
	Iteration 52F: 3 clusters Score -2542857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -308380.906250 Penalty: 385.073761
	Iteration 0F: 2 clusters Score -308380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -305154.562500 Penalty: 770.147522
	Iteration 0F: 3 clusters Score -305154.6 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -306343.656250 Penalty: 770.147522
	Iteration 1F: 3 clusters Score -306343.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -306510.250000 Penalty: 770.147522
	Iteration 2F: 3 clusters Score -306510.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306679.656250 Penalty: 770.147522
	Iteration 3F: 3 clusters Score -306679.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -306842.843750 Penalty: 770.147522
	Iteration 4F: 3 clusters Score -306842.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -307018.656250 Penalty: 770.147522
	Iteration 5F: 3 clusters Score -307018.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -307214.937500 Penalty: 770.147522
	Iteration 6F: 3 clusters Score -307214.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -307423.593750 Penalty: 770.147522
	Iteration 7Q: 3 clusters Score -307423.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -307588.593750 Penalty: 770.147522
	Iteration 8Q: 3 clusters Score -307588.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -307694.093750 Penalty: 770.147522
	Iteration 9Q: 3 clusters Score -307694.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -307783.750000 Penalty: 770.147522
	Iteration 10Q: 3 clusters Score -307783.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -307852.593750 Penalty: 770.147522
	Iteration 11Q: 3 clusters Score -307852.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -307902.375000 Penalty: 770.147522
	Iteration 12Q: 3 clusters Score -307902.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -307941.406250 Penalty: 770.147522
	Iteration 13Q: 3 clusters Score -307941.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -307977.437500 Penalty: 770.147522
	Iteration 14Q: 3 clusters Score -307977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -307993.593750 Penalty: 770.147522
	Iteration 15Q: 3 clusters Score -307993.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -308005.656250 Penalty: 770.147522
	Iteration 16Q: 3 clusters Score -308005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -308014.750000 Penalty: 770.147522
	Iteration 17Q: 3 clusters Score -308014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -308025.906250 Penalty: 770.147522
	Iteration 18Q: 3 clusters Score -308025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -308035.343750 Penalty: 770.147522
	Iteration 19Q: 3 clusters Score -308035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -308040.906250 Penalty: 770.147522
	Iteration 20F: 3 clusters Score -308040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -308045.906250 Penalty: 770.147522
	Iteration 21Q: 3 clusters Score -308045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -308047.125000 Penalty: 770.147522
	Iteration 22Q: 3 clusters Score -308047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -308050.718750 Penalty: 770.147522
	Iteration 23Q: 3 clusters Score -308050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -308053.750000 Penalty: 770.147522
	Iteration 24Q: 3 clusters Score -308053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -308054.687500 Penalty: 770.147522
	Iteration 25Q: 3 clusters Score -308054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -308054.687500 Penalty: 770.147522
	Iteration 26F: 3 clusters Score -308054.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -180525.125000 Penalty: 362.226471
	Iteration 0F: 2 clusters Score -180525.1 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 1407 members 
Entering Unmasked Estep 
Score: -178598.781250 Penalty: 724.452942
	Iteration 0F: 3 clusters Score -178598.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179323.031250 Penalty: 724.452942
	Iteration 1F: 3 clusters Score -179323 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179465.359375 Penalty: 724.452942
	Iteration 2F: 3 clusters Score -179465.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -179621.890625 Penalty: 724.452942
	Iteration 3F: 3 clusters Score -179621.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179810.046875 Penalty: 724.452942
	Iteration 4F: 3 clusters Score -179810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179978.515625 Penalty: 724.452942
	Iteration 5F: 3 clusters Score -179978.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180125.859375 Penalty: 724.452942
	Iteration 6F: 3 clusters Score -180125.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180218.281250 Penalty: 724.452942
	Iteration 7Q: 3 clusters Score -180218.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180263.218750 Penalty: 724.452942
	Iteration 8Q: 3 clusters Score -180263.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180289.281250 Penalty: 724.452942
	Iteration 9Q: 3 clusters Score -180289.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180310.359375 Penalty: 724.452942
	Iteration 10Q: 3 clusters Score -180310.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -180323.687500 Penalty: 724.452942
	Iteration 11Q: 3 clusters Score -180323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180333.406250 Penalty: 724.452942
	Iteration 12Q: 3 clusters Score -180333.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180342.000000 Penalty: 724.452942
	Iteration 13Q: 3 clusters Score -180342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180349.593750 Penalty: 724.452942
	Iteration 14Q: 3 clusters Score -180349.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180354.015625 Penalty: 724.452942
	Iteration 15Q: 3 clusters Score -180354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180354.921875 Penalty: 724.452942
	Iteration 16Q: 3 clusters Score -180354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180356.140625 Penalty: 724.452942
	Iteration 17Q: 3 clusters Score -180356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180357.000000 Penalty: 724.452942
	Iteration 18Q: 3 clusters Score -180357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180357.578125 Penalty: 724.452942
	Iteration 19Q: 3 clusters Score -180357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180358.218750 Penalty: 724.452942
	Iteration 20F: 3 clusters Score -180358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180359.125000 Penalty: 724.452942
	Iteration 21Q: 3 clusters Score -180359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180359.453125 Penalty: 724.452942
	Iteration 22Q: 3 clusters Score -180359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180359.468750 Penalty: 724.452942
	Iteration 23Q: 3 clusters Score -180359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180359.609375 Penalty: 724.452942
	Iteration 24Q: 3 clusters Score -180359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180359.609375 Penalty: 724.452942
	Iteration 25F: 3 clusters Score -180359.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -103598.210938 Penalty: 333.889832
	Iteration 0F: 2 clusters Score -103598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102401.664062 Penalty: 667.779663
	Iteration 0F: 3 clusters Score -102401.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -102777.757812 Penalty: 667.779663
	Iteration 1F: 3 clusters Score -102777.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102837.273438 Penalty: 667.779663
	Iteration 2F: 3 clusters Score -102837.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102879.242188 Penalty: 667.779663
	Iteration 3F: 3 clusters Score -102879.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -102905.312500 Penalty: 667.779663
	Iteration 4Q: 3 clusters Score -102905.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102936.820312 Penalty: 667.779663
	Iteration 5Q: 3 clusters Score -102936.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102961.156250 Penalty: 667.779663
	Iteration 6Q: 3 clusters Score -102961.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102985.578125 Penalty: 667.779663
	Iteration 7Q: 3 clusters Score -102985.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103018.445312 Penalty: 667.779663
	Iteration 8Q: 3 clusters Score -103018.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103060.500000 Penalty: 667.779663
	Iteration 9Q: 3 clusters Score -103060.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103096.570312 Penalty: 667.779663
	Iteration 10Q: 3 clusters Score -103096.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -103133.937500 Penalty: 667.779663
	Iteration 11Q: 3 clusters Score -103133.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -103172.125000 Penalty: 667.779663
	Iteration 12Q: 3 clusters Score -103172.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -103200.062500 Penalty: 667.779663
	Iteration 13Q: 3 clusters Score -103200.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -103218.312500 Penalty: 667.779663
	Iteration 14Q: 3 clusters Score -103218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -103236.132812 Penalty: 667.779663
	Iteration 15Q: 3 clusters Score -103236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -103251.171875 Penalty: 667.779663
	Iteration 16Q: 3 clusters Score -103251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -103258.140625 Penalty: 667.779663
	Iteration 17Q: 3 clusters Score -103258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -103266.710938 Penalty: 667.779663
	Iteration 18Q: 3 clusters Score -103266.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -103274.617188 Penalty: 667.779663
	Iteration 19Q: 3 clusters Score -103274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -103281.937500 Penalty: 667.779663
	Iteration 20F: 3 clusters Score -103281.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -103291.562500 Penalty: 667.779663
	Iteration 21Q: 3 clusters Score -103291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -103299.445312 Penalty: 667.779663
	Iteration 22Q: 3 clusters Score -103299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -103308.000000 Penalty: 667.779663
	Iteration 23Q: 3 clusters Score -103308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -103312.195312 Penalty: 667.779663
	Iteration 24Q: 3 clusters Score -103312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -103316.078125 Penalty: 667.779663
	Iteration 25Q: 3 clusters Score -103316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -103318.515625 Penalty: 667.779663
	Iteration 26Q: 3 clusters Score -103318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -103319.070312 Penalty: 667.779663
	Iteration 27Q: 3 clusters Score -103319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -103319.070312 Penalty: 667.779663
	Iteration 28F: 3 clusters Score -103319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -74939.054688 Penalty: 322.636414
	Iteration 0F: 2 clusters Score -74939.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74017.992188 Penalty: 645.272827
	Iteration 0F: 3 clusters Score -74017.99 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74357.054688 Penalty: 645.272827
	Iteration 1F: 3 clusters Score -74357.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74404.601562 Penalty: 645.272827
	Iteration 2F: 3 clusters Score -74404.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74453.671875 Penalty: 645.272827
	Iteration 3F: 3 clusters Score -74453.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -74498.039062 Penalty: 645.272827
	Iteration 4Q: 3 clusters Score -74498.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74536.265625 Penalty: 645.272827
	Iteration 5Q: 3 clusters Score -74536.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74555.617188 Penalty: 645.272827
	Iteration 6Q: 3 clusters Score -74555.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74589.601562 Penalty: 645.272827
	Iteration 7Q: 3 clusters Score -74589.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74610.937500 Penalty: 645.272827
	Iteration 8Q: 3 clusters Score -74610.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74619.820312 Penalty: 645.272827
	Iteration 9Q: 3 clusters Score -74619.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74626.312500 Penalty: 645.272827
	Iteration 10Q: 3 clusters Score -74626.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74631.453125 Penalty: 645.272827
	Iteration 11Q: 3 clusters Score -74631.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74634.929688 Penalty: 645.272827
	Iteration 12Q: 3 clusters Score -74634.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74638.898438 Penalty: 645.272827
	Iteration 13Q: 3 clusters Score -74638.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74641.085938 Penalty: 645.272827
	Iteration 14Q: 3 clusters Score -74641.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74642.632812 Penalty: 645.272827
	Iteration 15Q: 3 clusters Score -74642.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74644.148438 Penalty: 645.272827
	Iteration 16Q: 3 clusters Score -74644.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74646.773438 Penalty: 645.272827
	Iteration 17Q: 3 clusters Score -74646.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74650.453125 Penalty: 645.272827
	Iteration 18Q: 3 clusters Score -74650.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74652.281250 Penalty: 645.272827
	Iteration 19Q: 3 clusters Score -74652.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74656.062500 Penalty: 645.272827
	Iteration 20F: 3 clusters Score -74656.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74658.804688 Penalty: 645.272827
	Iteration 21Q: 3 clusters Score -74658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74660.625000 Penalty: 645.272827
	Iteration 22Q: 3 clusters Score -74660.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74661.710938 Penalty: 645.272827
	Iteration 23Q: 3 clusters Score -74661.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74662.976562 Penalty: 645.272827
	Iteration 24Q: 3 clusters Score -74662.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74663.367188 Penalty: 645.272827
	Iteration 25Q: 3 clusters Score -74663.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74663.601562 Penalty: 645.272827
	Iteration 26Q: 3 clusters Score -74663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74663.601562 Penalty: 645.272827
	Iteration 27F: 3 clusters Score -74663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Entering Unmasked Estep 
Score: -5814123.000000 Penalty: 520.025940
	Iteration 0F: 2 clusters Score -5814123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -5761420.500000 Penalty: 1040.051880
	Iteration 0F: 3 clusters Score -5761420 nChanged 44869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -5789141.000000 Penalty: 1040.051880
	Iteration 1F: 3 clusters Score -5789141 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -5791119.000000 Penalty: 1040.051880
	Iteration 2Q: 3 clusters Score -5791119 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -5794168.000000 Penalty: 1040.051880
	Iteration 3F: 3 clusters Score -5794168 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5798654.000000 Penalty: 1040.051880
	Iteration 4F: 3 clusters Score -5798654 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5804507.500000 Penalty: 1040.051880
	Iteration 5F: 3 clusters Score -5804508 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -5808345.500000 Penalty: 1040.051880
	Iteration 6F: 3 clusters Score -5808346 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5809478.500000 Penalty: 1040.051880
	Iteration 7Q: 3 clusters Score -5809478 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -5809830.500000 Penalty: 1040.051880
	Iteration 8Q: 3 clusters Score -5809830 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -5809967.500000 Penalty: 1040.051880
	Iteration 9Q: 3 clusters Score -5809968 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -5810125.500000 Penalty: 1040.051880
	Iteration 10Q: 3 clusters Score -5810126 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -5810231.000000 Penalty: 1040.051880
	Iteration 11Q: 3 clusters Score -5810231 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -5810310.000000 Penalty: 1040.051880
	Iteration 12Q: 3 clusters Score -5810310 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -5810534.500000 Penalty: 1040.051880
	Iteration 13Q: 3 clusters Score -5810534 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -5810725.500000 Penalty: 1040.051880
	Iteration 14Q: 3 clusters Score -5810726 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -5811091.500000 Penalty: 1040.051880
	Iteration 15Q: 3 clusters Score -5811092 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -5811445.500000 Penalty: 1040.051880
	Iteration 16Q: 3 clusters Score -5811446 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -5811913.000000 Penalty: 1040.051880
	Iteration 17Q: 3 clusters Score -5811913 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -5812403.000000 Penalty: 1040.051880
	Iteration 18Q: 3 clusters Score -5812403 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -5812948.000000 Penalty: 1040.051880
	Iteration 19Q: 3 clusters Score -5812948 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -5813518.000000 Penalty: 1040.051880
	Iteration 20F: 3 clusters Score -5813518 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -5814102.500000 Penalty: 1040.051880
	Iteration 21Q: 3 clusters Score -5814102 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -5815493.500000 Penalty: 1040.051880
	Iteration 22Q: 3 clusters Score -5815494 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -5816047.500000 Penalty: 1040.051880
	Iteration 23Q: 3 clusters Score -5816048 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -5816243.500000 Penalty: 1040.051880
	Iteration 24Q: 3 clusters Score -5816244 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -5816356.000000 Penalty: 1040.051880
	Iteration 25Q: 3 clusters Score -5816356 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -5816383.000000 Penalty: 1040.051880
	Iteration 26Q: 3 clusters Score -5816383 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -5816375.000000 Penalty: 1040.051880
	Iteration 27Q: 3 clusters Score -5816375 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -5816354.000000 Penalty: 1040.051880
	Iteration 28Q: 3 clusters Score -5816354 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -5816274.500000 Penalty: 1040.051880
	Iteration 29Q: 3 clusters Score -5816274 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -5816284.500000 Penalty: 1040.051880
	Iteration 30Q: 3 clusters Score -5816284 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -5816220.000000 Penalty: 1040.051880
	Iteration 31Q: 3 clusters Score -5816220 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -5816133.000000 Penalty: 1040.051880
	Iteration 32Q: 3 clusters Score -5816133 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -5816091.000000 Penalty: 1040.051880
	Iteration 33Q: 3 clusters Score -5816091 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -5816041.000000 Penalty: 1040.051880
	Iteration 34Q: 3 clusters Score -5816041 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -5816008.000000 Penalty: 1040.051880
	Iteration 35Q: 3 clusters Score -5816008 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -5815980.500000 Penalty: 1040.051880
	Iteration 36Q: 3 clusters Score -5815980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -5815936.000000 Penalty: 1040.051880
	Iteration 37Q: 3 clusters Score -5815936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -5815911.000000 Penalty: 1040.051880
	Iteration 38Q: 3 clusters Score -5815911 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -5815858.500000 Penalty: 1040.051880
	Iteration 39Q: 3 clusters Score -5815858 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -5815786.000000 Penalty: 1040.051880
	Iteration 40F: 3 clusters Score -5815786 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -5815753.500000 Penalty: 1040.051880
	Iteration 41Q: 3 clusters Score -5815754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -5815700.500000 Penalty: 1040.051880
	Iteration 42Q: 3 clusters Score -5815700 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -5815619.000000 Penalty: 1040.051880
	Iteration 43Q: 3 clusters Score -5815619 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -5815564.000000 Penalty: 1040.051880
	Iteration 44Q: 3 clusters Score -5815564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -5815525.500000 Penalty: 1040.051880
	Iteration 45Q: 3 clusters Score -5815526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -5815506.000000 Penalty: 1040.051880
	Iteration 46Q: 3 clusters Score -5815506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -5815453.000000 Penalty: 1040.051880
	Iteration 47Q: 3 clusters Score -5815453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -5815451.500000 Penalty: 1040.051880
	Iteration 48Q: 3 clusters Score -5815452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -5815426.500000 Penalty: 1040.051880
	Iteration 49Q: 3 clusters Score -5815426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -5815426.000000 Penalty: 1040.051880
	Iteration 50Q: 3 clusters Score -5815426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -5815438.500000 Penalty: 1040.051880
	Iteration 51Q: 3 clusters Score -5815438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -5815437.000000 Penalty: 1040.051880
	Iteration 52Q: 3 clusters Score -5815437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -5815418.500000 Penalty: 1040.051880
	Iteration 53Q: 3 clusters Score -5815418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -5815373.500000 Penalty: 1040.051880
	Iteration 54Q: 3 clusters Score -5815374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -5815400.500000 Penalty: 1040.051880
	Iteration 55Q: 3 clusters Score -5815400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -5815396.000000 Penalty: 1040.051880
	Iteration 56Q: 3 clusters Score -5815396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -5815386.000000 Penalty: 1040.051880
	Iteration 57Q: 3 clusters Score -5815386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -5815397.000000 Penalty: 1040.051880
	Iteration 58Q: 3 clusters Score -5815397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -5815389.500000 Penalty: 1040.051880
	Iteration 59Q: 3 clusters Score -5815390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -5815367.000000 Penalty: 1040.051880
	Iteration 60F: 3 clusters Score -5815367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -5815345.000000 Penalty: 1040.051880
	Iteration 61Q: 3 clusters Score -5815345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -5815327.500000 Penalty: 1040.051880
	Iteration 62Q: 3 clusters Score -5815328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -5815329.500000 Penalty: 1040.051880
	Iteration 63Q: 3 clusters Score -5815330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -5815318.500000 Penalty: 1040.051880
	Iteration 64Q: 3 clusters Score -5815318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -5815314.000000 Penalty: 1040.051880
	Iteration 65Q: 3 clusters Score -5815314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -5815328.000000 Penalty: 1040.051880
	Iteration 66Q: 3 clusters Score -5815328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -5815315.500000 Penalty: 1040.051880
	Iteration 67Q: 3 clusters Score -5815316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -5815307.000000 Penalty: 1040.051880
	Iteration 68Q: 3 clusters Score -5815307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -5815303.500000 Penalty: 1040.051880
	Iteration 69Q: 3 clusters Score -5815304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -5815311.500000 Penalty: 1040.051880
	Iteration 70Q: 3 clusters Score -5815312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -5815291.000000 Penalty: 1040.051880
	Iteration 71Q: 3 clusters Score -5815291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -5815305.000000 Penalty: 1040.051880
	Iteration 72Q: 3 clusters Score -5815305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -5815305.000000 Penalty: 1040.051880
	Iteration 73Q: 3 clusters Score -5815305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -5815301.500000 Penalty: 1040.051880
	Iteration 74Q: 3 clusters Score -5815302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 85848 members 
Entering Unmasked Estep 
Score: -5815299.500000 Penalty: 1040.051880
	Iteration 75Q: 3 clusters Score -5815300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -5815311.500000 Penalty: 1040.051880
	Iteration 76Q: 3 clusters Score -5815312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -5815299.500000 Penalty: 1040.051880
	Iteration 77Q: 3 clusters Score -5815300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -5815301.500000 Penalty: 1040.051880
	Iteration 78Q: 3 clusters Score -5815302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -5815297.000000 Penalty: 1040.051880
	Iteration 79Q: 3 clusters Score -5815297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -5815300.500000 Penalty: 1040.051880
	Iteration 80F: 3 clusters Score -5815300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -5815302.500000 Penalty: 1040.051880
	Iteration 81Q: 3 clusters Score -5815302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -5815299.000000 Penalty: 1040.051880
	Iteration 82Q: 3 clusters Score -5815299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -5815284.500000 Penalty: 1040.051880
	Iteration 83Q: 3 clusters Score -5815284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -5815277.500000 Penalty: 1040.051880
	Iteration 84Q: 3 clusters Score -5815278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -5815276.500000 Penalty: 1040.051880
	Iteration 85Q: 3 clusters Score -5815276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5815285.000000 Penalty: 1040.051880
	Iteration 86Q: 3 clusters Score -5815285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5815289.500000 Penalty: 1040.051880
	Iteration 87Q: 3 clusters Score -5815290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -5815284.500000 Penalty: 1040.051880
	Iteration 88Q: 3 clusters Score -5815284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -5815290.000000 Penalty: 1040.051880
	Iteration 89Q: 3 clusters Score -5815290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -5815287.500000 Penalty: 1040.051880
	Iteration 90Q: 3 clusters Score -5815288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -5815287.500000 Penalty: 1040.051880
	Iteration 91F: 3 clusters Score -5815288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 60337 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25841 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 39322 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 41728 members 
Mstep: Class 15 contains 44043 members 
Mstep: Class 16 contains 12289 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 23789 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 5439 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 39122 members 
Mstep: Class 29 contains 90497 members 
Mstep: Class 30 contains 17244 members 
Mstep: Class 31 contains 34338 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 97882 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 85944 members 
Entering Unmasked Estep 
Score: -42212140.000000 Penalty: 23262.234375
Splitting cluster 12 changes total score from -42210884.000000 to -42212140.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -77703.843750 Penalty: 324.962646
	Iteration 0F: 2 clusters Score -77703.84 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 650 members 
Entering Unmasked Estep 
Score: -76763.000000 Penalty: 649.925293
	Iteration 0F: 3 clusters Score -76763 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77043.359375 Penalty: 649.925293
	Iteration 1F: 3 clusters Score -77043.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -77103.343750 Penalty: 649.925293
	Iteration 2F: 3 clusters Score -77103.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77158.648438 Penalty: 649.925293
	Iteration 3F: 3 clusters Score -77158.65 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -77208.007812 Penalty: 649.925293
	Iteration 4F: 3 clusters Score -77208.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77230.054688 Penalty: 649.925293
	Iteration 5Q: 3 clusters Score -77230.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -77245.914062 Penalty: 649.925293
	Iteration 6Q: 3 clusters Score -77245.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77268.125000 Penalty: 649.925293
	Iteration 7Q: 3 clusters Score -77268.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77289.046875 Penalty: 649.925293
	Iteration 8Q: 3 clusters Score -77289.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -77304.289062 Penalty: 649.925293
	Iteration 9Q: 3 clusters Score -77304.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -77312.023438 Penalty: 649.925293
	Iteration 10Q: 3 clusters Score -77312.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77318.289062 Penalty: 649.925293
	Iteration 11Q: 3 clusters Score -77318.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -77326.335938 Penalty: 649.925293
	Iteration 12Q: 3 clusters Score -77326.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -77334.515625 Penalty: 649.925293
	Iteration 13Q: 3 clusters Score -77334.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77340.015625 Penalty: 649.925293
	Iteration 14Q: 3 clusters Score -77340.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77342.367188 Penalty: 649.925293
	Iteration 15Q: 3 clusters Score -77342.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -77343.968750 Penalty: 649.925293
	Iteration 16Q: 3 clusters Score -77343.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77344.992188 Penalty: 649.925293
	Iteration 17Q: 3 clusters Score -77344.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -77346.507812 Penalty: 649.925293
	Iteration 18Q: 3 clusters Score -77346.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -77350.125000 Penalty: 649.925293
	Iteration 19Q: 3 clusters Score -77350.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -77353.125000 Penalty: 649.925293
	Iteration 20F: 3 clusters Score -77353.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77355.640625 Penalty: 649.925293
	Iteration 21Q: 3 clusters Score -77355.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77357.093750 Penalty: 649.925293
	Iteration 22Q: 3 clusters Score -77357.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -77357.546875 Penalty: 649.925293
	Iteration 23Q: 3 clusters Score -77357.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -77357.789062 Penalty: 649.925293
	Iteration 24Q: 3 clusters Score -77357.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -77357.968750 Penalty: 649.925293
	Iteration 25Q: 3 clusters Score -77357.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77358.679688 Penalty: 649.925293
	Iteration 26Q: 3 clusters Score -77358.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -77358.914062 Penalty: 649.925293
	Iteration 27Q: 3 clusters Score -77358.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -77358.914062 Penalty: 649.925293
	Iteration 28F: 3 clusters Score -77358.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Entering Unmasked Estep 
Score: -2762414.000000 Penalty: 484.071198
	Iteration 0F: 2 clusters Score -2762414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2735127.000000 Penalty: 968.142395
	Iteration 0F: 3 clusters Score -2735127 nChanged 20227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2747840.250000 Penalty: 968.142395
	Iteration 1F: 3 clusters Score -2747840 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2749168.750000 Penalty: 968.142395
	Iteration 2F: 3 clusters Score -2749169 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -2751338.500000 Penalty: 968.142395
	Iteration 3F: 3 clusters Score -2751338 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -2754482.750000 Penalty: 968.142395
	Iteration 4F: 3 clusters Score -2754483 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -2757391.750000 Penalty: 968.142395
	Iteration 5F: 3 clusters Score -2757392 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -2759169.500000 Penalty: 968.142395
	Iteration 6Q: 3 clusters Score -2759170 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -2760118.000000 Penalty: 968.142395
	Iteration 7Q: 3 clusters Score -2760118 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -2760572.000000 Penalty: 968.142395
	Iteration 8Q: 3 clusters Score -2760572 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -2761004.500000 Penalty: 968.142395
	Iteration 9Q: 3 clusters Score -2761004 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -2761316.000000 Penalty: 968.142395
	Iteration 10Q: 3 clusters Score -2761316 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -2761539.000000 Penalty: 968.142395
	Iteration 11Q: 3 clusters Score -2761539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -2761699.750000 Penalty: 968.142395
	Iteration 12Q: 3 clusters Score -2761700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -2761792.000000 Penalty: 968.142395
	Iteration 13Q: 3 clusters Score -2761792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -2761868.500000 Penalty: 968.142395
	Iteration 14Q: 3 clusters Score -2761868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -2761915.750000 Penalty: 968.142395
	Iteration 15Q: 3 clusters Score -2761916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -2761947.500000 Penalty: 968.142395
	Iteration 16Q: 3 clusters Score -2761948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -2761964.000000 Penalty: 968.142395
	Iteration 17Q: 3 clusters Score -2761964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -2761977.000000 Penalty: 968.142395
	Iteration 18Q: 3 clusters Score -2761977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -2761993.750000 Penalty: 968.142395
	Iteration 19Q: 3 clusters Score -2761994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -2762004.750000 Penalty: 968.142395
	Iteration 20F: 3 clusters Score -2762005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -2762017.500000 Penalty: 968.142395
	Iteration 21Q: 3 clusters Score -2762018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -2762022.000000 Penalty: 968.142395
	Iteration 22Q: 3 clusters Score -2762022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -2762022.000000 Penalty: 968.142395
	Iteration 23Q: 3 clusters Score -2762022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -2762025.250000 Penalty: 968.142395
	Iteration 24Q: 3 clusters Score -2762025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -2762025.250000 Penalty: 968.142395
	Iteration 25F: 3 clusters Score -2762025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Entering Unmasked Estep 
Score: -2872612.250000 Penalty: 486.527924
	Iteration 0F: 2 clusters Score -2872612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2844018.500000 Penalty: 973.055847
	Iteration 0F: 3 clusters Score -2844018 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2857166.250000 Penalty: 973.055847
	Iteration 1F: 3 clusters Score -2857166 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2858991.500000 Penalty: 973.055847
	Iteration 2F: 3 clusters Score -2858992 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2861842.500000 Penalty: 973.055847
	Iteration 3F: 3 clusters Score -2861842 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2865236.500000 Penalty: 973.055847
	Iteration 4F: 3 clusters Score -2865236 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2868413.250000 Penalty: 973.055847
	Iteration 5F: 3 clusters Score -2868413 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2870589.500000 Penalty: 973.055847
	Iteration 6Q: 3 clusters Score -2870590 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2871527.500000 Penalty: 973.055847
	Iteration 7Q: 3 clusters Score -2871528 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2871973.000000 Penalty: 973.055847
	Iteration 8Q: 3 clusters Score -2871973 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2872176.250000 Penalty: 973.055847
	Iteration 9Q: 3 clusters Score -2872176 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2872227.500000 Penalty: 973.055847
	Iteration 10Q: 3 clusters Score -2872228 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2872245.750000 Penalty: 973.055847
	Iteration 11Q: 3 clusters Score -2872246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2872257.750000 Penalty: 973.055847
	Iteration 12Q: 3 clusters Score -2872258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2872262.250000 Penalty: 973.055847
	Iteration 13Q: 3 clusters Score -2872262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2872274.750000 Penalty: 973.055847
	Iteration 14Q: 3 clusters Score -2872275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2872282.000000 Penalty: 973.055847
	Iteration 15Q: 3 clusters Score -2872282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2872285.500000 Penalty: 973.055847
	Iteration 16Q: 3 clusters Score -2872286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2872296.000000 Penalty: 973.055847
	Iteration 17Q: 3 clusters Score -2872296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2872296.750000 Penalty: 973.055847
	Iteration 18Q: 3 clusters Score -2872297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2872299.750000 Penalty: 973.055847
	Iteration 19Q: 3 clusters Score -2872300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2872299.750000 Penalty: 973.055847
	Iteration 20F: 3 clusters Score -2872300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2872303.000000 Penalty: 973.055847
	Iteration 21Q: 3 clusters Score -2872303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2872306.250000 Penalty: 973.055847
	Iteration 22Q: 3 clusters Score -2872306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2872308.500000 Penalty: 973.055847
	Iteration 23Q: 3 clusters Score -2872308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2872308.750000 Penalty: 973.055847
	Iteration 24Q: 3 clusters Score -2872309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2872311.000000 Penalty: 973.055847
	Iteration 25Q: 3 clusters Score -2872311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2872311.000000 Penalty: 973.055847
	Iteration 26F: 3 clusters Score -2872311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Entering Unmasked Estep 
Score: -746446.750000 Penalty: 428.448944
	Iteration 0F: 2 clusters Score -746446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -738219.812500 Penalty: 856.897888
	Iteration 0F: 3 clusters Score -738219.8 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -741687.875000 Penalty: 856.897888
	Iteration 1F: 3 clusters Score -741687.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -742079.687500 Penalty: 856.897888
	Iteration 2F: 3 clusters Score -742079.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -742588.562500 Penalty: 856.897888
	Iteration 3F: 3 clusters Score -742588.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -743258.625000 Penalty: 856.897888
	Iteration 4F: 3 clusters Score -743258.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -743866.625000 Penalty: 856.897888
	Iteration 5F: 3 clusters Score -743866.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -744185.875000 Penalty: 856.897888
	Iteration 6Q: 3 clusters Score -744185.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -744350.312500 Penalty: 856.897888
	Iteration 7Q: 3 clusters Score -744350.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -744445.500000 Penalty: 856.897888
	Iteration 8Q: 3 clusters Score -744445.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -744523.937500 Penalty: 856.897888
	Iteration 9Q: 3 clusters Score -744523.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -744588.062500 Penalty: 856.897888
	Iteration 10Q: 3 clusters Score -744588.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -744648.312500 Penalty: 856.897888
	Iteration 11Q: 3 clusters Score -744648.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -744704.687500 Penalty: 856.897888
	Iteration 12Q: 3 clusters Score -744704.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -744765.000000 Penalty: 856.897888
	Iteration 13Q: 3 clusters Score -744765 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -744819.250000 Penalty: 856.897888
	Iteration 14Q: 3 clusters Score -744819.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -744873.750000 Penalty: 856.897888
	Iteration 15Q: 3 clusters Score -744873.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -744937.625000 Penalty: 856.897888
	Iteration 16Q: 3 clusters Score -744937.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -744991.937500 Penalty: 856.897888
	Iteration 17Q: 3 clusters Score -744991.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -745037.250000 Penalty: 856.897888
	Iteration 18Q: 3 clusters Score -745037.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -745078.937500 Penalty: 856.897888
	Iteration 19Q: 3 clusters Score -745078.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -745129.750000 Penalty: 856.897888
	Iteration 20F: 3 clusters Score -745129.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -745166.250000 Penalty: 856.897888
	Iteration 21Q: 3 clusters Score -745166.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -745203.562500 Penalty: 856.897888
	Iteration 22Q: 3 clusters Score -745203.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -745235.750000 Penalty: 856.897888
	Iteration 23Q: 3 clusters Score -745235.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -745272.562500 Penalty: 856.897888
	Iteration 24Q: 3 clusters Score -745272.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -745316.375000 Penalty: 856.897888
	Iteration 25Q: 3 clusters Score -745316.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -745357.000000 Penalty: 856.897888
	Iteration 26Q: 3 clusters Score -745357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -745395.375000 Penalty: 856.897888
	Iteration 27Q: 3 clusters Score -745395.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -745438.187500 Penalty: 856.897888
	Iteration 28Q: 3 clusters Score -745438.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -745472.687500 Penalty: 856.897888
	Iteration 29Q: 3 clusters Score -745472.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -745508.500000 Penalty: 856.897888
	Iteration 30Q: 3 clusters Score -745508.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -745544.312500 Penalty: 856.897888
	Iteration 31Q: 3 clusters Score -745544.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -745577.000000 Penalty: 856.897888
	Iteration 32Q: 3 clusters Score -745577 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -745612.187500 Penalty: 856.897888
	Iteration 33Q: 3 clusters Score -745612.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -745647.812500 Penalty: 856.897888
	Iteration 34Q: 3 clusters Score -745647.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -745682.625000 Penalty: 856.897888
	Iteration 35Q: 3 clusters Score -745682.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -745711.000000 Penalty: 856.897888
	Iteration 36Q: 3 clusters Score -745711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -745738.562500 Penalty: 856.897888
	Iteration 37Q: 3 clusters Score -745738.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -745766.125000 Penalty: 856.897888
	Iteration 38Q: 3 clusters Score -745766.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -745796.062500 Penalty: 856.897888
	Iteration 39Q: 3 clusters Score -745796.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -745826.812500 Penalty: 856.897888
	Iteration 40F: 3 clusters Score -745826.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -745851.875000 Penalty: 856.897888
	Iteration 41Q: 3 clusters Score -745851.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -745865.625000 Penalty: 856.897888
	Iteration 42Q: 3 clusters Score -745865.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -745886.937500 Penalty: 856.897888
	Iteration 43Q: 3 clusters Score -745886.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -745907.500000 Penalty: 856.897888
	Iteration 44Q: 3 clusters Score -745907.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -745929.000000 Penalty: 856.897888
	Iteration 45Q: 3 clusters Score -745929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -745952.687500 Penalty: 856.897888
	Iteration 46Q: 3 clusters Score -745952.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -745963.500000 Penalty: 856.897888
	Iteration 47Q: 3 clusters Score -745963.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -745979.437500 Penalty: 856.897888
	Iteration 48Q: 3 clusters Score -745979.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -745990.250000 Penalty: 856.897888
	Iteration 49Q: 3 clusters Score -745990.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -745999.875000 Penalty: 856.897888
	Iteration 50Q: 3 clusters Score -745999.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -746007.437500 Penalty: 856.897888
	Iteration 51Q: 3 clusters Score -746007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -746016.625000 Penalty: 856.897888
	Iteration 52Q: 3 clusters Score -746016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -746023.187500 Penalty: 856.897888
	Iteration 53Q: 3 clusters Score -746023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -746033.875000 Penalty: 856.897888
	Iteration 54Q: 3 clusters Score -746033.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -746042.437500 Penalty: 856.897888
	Iteration 55Q: 3 clusters Score -746042.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -746048.500000 Penalty: 856.897888
	Iteration 56Q: 3 clusters Score -746048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -746053.437500 Penalty: 856.897888
	Iteration 57Q: 3 clusters Score -746053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -746058.062500 Penalty: 856.897888
	Iteration 58Q: 3 clusters Score -746058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -746062.437500 Penalty: 856.897888
	Iteration 59Q: 3 clusters Score -746062.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -746071.000000 Penalty: 856.897888
	Iteration 60F: 3 clusters Score -746071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -746074.687500 Penalty: 856.897888
	Iteration 61Q: 3 clusters Score -746074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -746081.000000 Penalty: 856.897888
	Iteration 62Q: 3 clusters Score -746081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -746082.250000 Penalty: 856.897888
	Iteration 63Q: 3 clusters Score -746082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -746083.500000 Penalty: 856.897888
	Iteration 64Q: 3 clusters Score -746083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -746084.000000 Penalty: 856.897888
	Iteration 65Q: 3 clusters Score -746084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -746083.500000 Penalty: 856.897888
	Iteration 66Q: 3 clusters Score -746083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -746084.062500 Penalty: 856.897888
	Iteration 67Q: 3 clusters Score -746084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -746085.062500 Penalty: 856.897888
	Iteration 68Q: 3 clusters Score -746085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -746084.562500 Penalty: 856.897888
	Iteration 69Q: 3 clusters Score -746084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -746084.750000 Penalty: 856.897888
	Iteration 70Q: 3 clusters Score -746084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -746085.625000 Penalty: 856.897888
	Iteration 71Q: 3 clusters Score -746085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -746086.062500 Penalty: 856.897888
	Iteration 72Q: 3 clusters Score -746086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -746086.312500 Penalty: 856.897888
	Iteration 73Q: 3 clusters Score -746086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -746087.187500 Penalty: 856.897888
	Iteration 74Q: 3 clusters Score -746087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -746087.187500 Penalty: 856.897888
	Iteration 75F: 3 clusters Score -746087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -201312.046875 Penalty: 371.936157
	Iteration 0F: 2 clusters Score -201312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -198950.937500 Penalty: 743.872314
	Iteration 0F: 3 clusters Score -198950.9 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -199997.781250 Penalty: 743.872314
	Iteration 1F: 3 clusters Score -199997.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -200121.828125 Penalty: 743.872314
	Iteration 2F: 3 clusters Score -200121.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -200210.375000 Penalty: 743.872314
	Iteration 3F: 3 clusters Score -200210.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -200281.140625 Penalty: 743.872314
	Iteration 4Q: 3 clusters Score -200281.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -200356.843750 Penalty: 743.872314
	Iteration 5Q: 3 clusters Score -200356.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -200413.046875 Penalty: 743.872314
	Iteration 6Q: 3 clusters Score -200413 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -200464.140625 Penalty: 743.872314
	Iteration 7Q: 3 clusters Score -200464.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -200495.203125 Penalty: 743.872314
	Iteration 8Q: 3 clusters Score -200495.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -200516.265625 Penalty: 743.872314
	Iteration 9Q: 3 clusters Score -200516.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -200530.328125 Penalty: 743.872314
	Iteration 10Q: 3 clusters Score -200530.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -200543.953125 Penalty: 743.872314
	Iteration 11Q: 3 clusters Score -200544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -200553.296875 Penalty: 743.872314
	Iteration 12Q: 3 clusters Score -200553.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -200559.781250 Penalty: 743.872314
	Iteration 13Q: 3 clusters Score -200559.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -200565.984375 Penalty: 743.872314
	Iteration 14Q: 3 clusters Score -200566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -200572.187500 Penalty: 743.872314
	Iteration 15Q: 3 clusters Score -200572.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -200577.328125 Penalty: 743.872314
	Iteration 16Q: 3 clusters Score -200577.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -200582.156250 Penalty: 743.872314
	Iteration 17Q: 3 clusters Score -200582.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -200586.421875 Penalty: 743.872314
	Iteration 18Q: 3 clusters Score -200586.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -200592.140625 Penalty: 743.872314
	Iteration 19Q: 3 clusters Score -200592.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -200599.500000 Penalty: 743.872314
	Iteration 20F: 3 clusters Score -200599.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -200612.000000 Penalty: 743.872314
	Iteration 21Q: 3 clusters Score -200612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -200622.484375 Penalty: 743.872314
	Iteration 22Q: 3 clusters Score -200622.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -200629.421875 Penalty: 743.872314
	Iteration 23Q: 3 clusters Score -200629.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -200634.687500 Penalty: 743.872314
	Iteration 24Q: 3 clusters Score -200634.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -200638.156250 Penalty: 743.872314
	Iteration 25Q: 3 clusters Score -200638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -200642.468750 Penalty: 743.872314
	Iteration 26Q: 3 clusters Score -200642.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -200649.859375 Penalty: 743.872314
	Iteration 27Q: 3 clusters Score -200649.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -200656.859375 Penalty: 743.872314
	Iteration 28Q: 3 clusters Score -200656.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -200662.203125 Penalty: 743.872314
	Iteration 29Q: 3 clusters Score -200662.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -200667.406250 Penalty: 743.872314
	Iteration 30Q: 3 clusters Score -200667.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -200672.062500 Penalty: 743.872314
	Iteration 31Q: 3 clusters Score -200672.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -200678.078125 Penalty: 743.872314
	Iteration 32Q: 3 clusters Score -200678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -200684.093750 Penalty: 743.872314
	Iteration 33Q: 3 clusters Score -200684.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -200691.515625 Penalty: 743.872314
	Iteration 34Q: 3 clusters Score -200691.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -200698.171875 Penalty: 743.872314
	Iteration 35Q: 3 clusters Score -200698.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -200705.843750 Penalty: 743.872314
	Iteration 36Q: 3 clusters Score -200705.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -200710.921875 Penalty: 743.872314
	Iteration 37Q: 3 clusters Score -200710.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -200713.468750 Penalty: 743.872314
	Iteration 38Q: 3 clusters Score -200713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -200717.000000 Penalty: 743.872314
	Iteration 39Q: 3 clusters Score -200717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -200719.921875 Penalty: 743.872314
	Iteration 40F: 3 clusters Score -200719.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -200724.187500 Penalty: 743.872314
	Iteration 41Q: 3 clusters Score -200724.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -200730.437500 Penalty: 743.872314
	Iteration 42Q: 3 clusters Score -200730.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -200741.796875 Penalty: 743.872314
	Iteration 43Q: 3 clusters Score -200741.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -200750.812500 Penalty: 743.872314
	Iteration 44Q: 3 clusters Score -200750.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -200758.406250 Penalty: 743.872314
	Iteration 45Q: 3 clusters Score -200758.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -200765.703125 Penalty: 743.872314
	Iteration 46Q: 3 clusters Score -200765.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -200771.875000 Penalty: 743.872314
	Iteration 47Q: 3 clusters Score -200771.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -200776.375000 Penalty: 743.872314
	Iteration 48Q: 3 clusters Score -200776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -200780.687500 Penalty: 743.872314
	Iteration 49Q: 3 clusters Score -200780.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -200784.843750 Penalty: 743.872314
	Iteration 50Q: 3 clusters Score -200784.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -200791.703125 Penalty: 743.872314
	Iteration 51Q: 3 clusters Score -200791.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -200799.234375 Penalty: 743.872314
	Iteration 52Q: 3 clusters Score -200799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -200803.781250 Penalty: 743.872314
	Iteration 53Q: 3 clusters Score -200803.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -200808.687500 Penalty: 743.872314
	Iteration 54Q: 3 clusters Score -200808.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -200812.140625 Penalty: 743.872314
	Iteration 55Q: 3 clusters Score -200812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -200814.562500 Penalty: 743.872314
	Iteration 56Q: 3 clusters Score -200814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -200817.281250 Penalty: 743.872314
	Iteration 57Q: 3 clusters Score -200817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -200818.875000 Penalty: 743.872314
	Iteration 58Q: 3 clusters Score -200818.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -200820.421875 Penalty: 743.872314
	Iteration 59Q: 3 clusters Score -200820.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -200824.000000 Penalty: 743.872314
	Iteration 60F: 3 clusters Score -200824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -200828.312500 Penalty: 743.872314
	Iteration 61Q: 3 clusters Score -200828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -200833.171875 Penalty: 743.872314
	Iteration 62Q: 3 clusters Score -200833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -200841.250000 Penalty: 743.872314
	Iteration 63Q: 3 clusters Score -200841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -200848.953125 Penalty: 743.872314
	Iteration 64Q: 3 clusters Score -200849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -200857.734375 Penalty: 743.872314
	Iteration 65Q: 3 clusters Score -200857.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -200866.906250 Penalty: 743.872314
	Iteration 66Q: 3 clusters Score -200866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -200877.734375 Penalty: 743.872314
	Iteration 67Q: 3 clusters Score -200877.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -200889.859375 Penalty: 743.872314
	Iteration 68Q: 3 clusters Score -200889.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -200898.765625 Penalty: 743.872314
	Iteration 69Q: 3 clusters Score -200898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -200905.687500 Penalty: 743.872314
	Iteration 70Q: 3 clusters Score -200905.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -200912.281250 Penalty: 743.872314
	Iteration 71Q: 3 clusters Score -200912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -200919.765625 Penalty: 743.872314
	Iteration 72Q: 3 clusters Score -200919.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -200929.812500 Penalty: 743.872314
	Iteration 73Q: 3 clusters Score -200929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -200938.890625 Penalty: 743.872314
	Iteration 74Q: 3 clusters Score -200938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -200950.421875 Penalty: 743.872314
	Iteration 75Q: 3 clusters Score -200950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -200965.687500 Penalty: 743.872314
	Iteration 76Q: 3 clusters Score -200965.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -200974.703125 Penalty: 743.872314
	Iteration 77Q: 3 clusters Score -200974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -200981.000000 Penalty: 743.872314
	Iteration 78Q: 3 clusters Score -200981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -200985.890625 Penalty: 743.872314
	Iteration 79Q: 3 clusters Score -200985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -200988.796875 Penalty: 743.872314
	Iteration 80F: 3 clusters Score -200988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -200991.812500 Penalty: 743.872314
	Iteration 81Q: 3 clusters Score -200991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -200994.984375 Penalty: 743.872314
	Iteration 82Q: 3 clusters Score -200995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -200998.156250 Penalty: 743.872314
	Iteration 83Q: 3 clusters Score -200998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -201001.171875 Penalty: 743.872314
	Iteration 84Q: 3 clusters Score -201001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -201002.078125 Penalty: 743.872314
	Iteration 85Q: 3 clusters Score -201002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -201002.734375 Penalty: 743.872314
	Iteration 86Q: 3 clusters Score -201002.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -201003.109375 Penalty: 743.872314
	Iteration 87Q: 3 clusters Score -201003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -201003.109375 Penalty: 743.872314
	Iteration 88F: 3 clusters Score -201003.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -166401.859375 Penalty: 360.889801
	Iteration 0F: 2 clusters Score -166401.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -164439.328125 Penalty: 721.779602
	Iteration 0F: 3 clusters Score -164439.3 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -165205.328125 Penalty: 721.779602
	Iteration 1F: 3 clusters Score -165205.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -165370.828125 Penalty: 721.779602
	Iteration 2F: 3 clusters Score -165370.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -165552.109375 Penalty: 721.779602
	Iteration 3F: 3 clusters Score -165552.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -165702.671875 Penalty: 721.779602
	Iteration 4F: 3 clusters Score -165702.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -165803.343750 Penalty: 721.779602
	Iteration 5F: 3 clusters Score -165803.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165860.031250 Penalty: 721.779602
	Iteration 6Q: 3 clusters Score -165860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165897.890625 Penalty: 721.779602
	Iteration 7Q: 3 clusters Score -165897.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -165924.171875 Penalty: 721.779602
	Iteration 8Q: 3 clusters Score -165924.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165941.234375 Penalty: 721.779602
	Iteration 9Q: 3 clusters Score -165941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165952.781250 Penalty: 721.779602
	Iteration 10Q: 3 clusters Score -165952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165963.390625 Penalty: 721.779602
	Iteration 11Q: 3 clusters Score -165963.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165970.578125 Penalty: 721.779602
	Iteration 12Q: 3 clusters Score -165970.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165976.593750 Penalty: 721.779602
	Iteration 13Q: 3 clusters Score -165976.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165979.406250 Penalty: 721.779602
	Iteration 14Q: 3 clusters Score -165979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165982.031250 Penalty: 721.779602
	Iteration 15Q: 3 clusters Score -165982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165984.921875 Penalty: 721.779602
	Iteration 16Q: 3 clusters Score -165984.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165987.562500 Penalty: 721.779602
	Iteration 17Q: 3 clusters Score -165987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165990.093750 Penalty: 721.779602
	Iteration 18Q: 3 clusters Score -165990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165993.718750 Penalty: 721.779602
	Iteration 19Q: 3 clusters Score -165993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165996.046875 Penalty: 721.779602
	Iteration 20F: 3 clusters Score -165996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165998.531250 Penalty: 721.779602
	Iteration 21Q: 3 clusters Score -165998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -166000.296875 Penalty: 721.779602
	Iteration 22Q: 3 clusters Score -166000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166000.718750 Penalty: 721.779602
	Iteration 23Q: 3 clusters Score -166000.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166001.687500 Penalty: 721.779602
	Iteration 24Q: 3 clusters Score -166001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -166002.703125 Penalty: 721.779602
	Iteration 25Q: 3 clusters Score -166002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166003.703125 Penalty: 721.779602
	Iteration 26Q: 3 clusters Score -166003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -166005.968750 Penalty: 721.779602
	Iteration 27Q: 3 clusters Score -166006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166010.078125 Penalty: 721.779602
	Iteration 28Q: 3 clusters Score -166010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166014.421875 Penalty: 721.779602
	Iteration 29Q: 3 clusters Score -166014.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166021.031250 Penalty: 721.779602
	Iteration 30Q: 3 clusters Score -166021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -166032.125000 Penalty: 721.779602
	Iteration 31Q: 3 clusters Score -166032.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -166042.593750 Penalty: 721.779602
	Iteration 32Q: 3 clusters Score -166042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166049.375000 Penalty: 721.779602
	Iteration 33Q: 3 clusters Score -166049.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -166056.609375 Penalty: 721.779602
	Iteration 34Q: 3 clusters Score -166056.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -166067.421875 Penalty: 721.779602
	Iteration 35Q: 3 clusters Score -166067.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166073.359375 Penalty: 721.779602
	Iteration 36Q: 3 clusters Score -166073.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -166079.453125 Penalty: 721.779602
	Iteration 37Q: 3 clusters Score -166079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -166083.812500 Penalty: 721.779602
	Iteration 38Q: 3 clusters Score -166083.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166088.625000 Penalty: 721.779602
	Iteration 39Q: 3 clusters Score -166088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -166090.484375 Penalty: 721.779602
	Iteration 40F: 3 clusters Score -166090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166091.859375 Penalty: 721.779602
	Iteration 41Q: 3 clusters Score -166091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166093.531250 Penalty: 721.779602
	Iteration 42Q: 3 clusters Score -166093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -166094.937500 Penalty: 721.779602
	Iteration 43Q: 3 clusters Score -166094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166095.062500 Penalty: 721.779602
	Iteration 44Q: 3 clusters Score -166095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -166095.171875 Penalty: 721.779602
	Iteration 45Q: 3 clusters Score -166095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166096.109375 Penalty: 721.779602
	Iteration 46Q: 3 clusters Score -166096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -166096.203125 Penalty: 721.779602
	Iteration 47Q: 3 clusters Score -166096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166097.656250 Penalty: 721.779602
	Iteration 48Q: 3 clusters Score -166097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166099.031250 Penalty: 721.779602
	Iteration 49Q: 3 clusters Score -166099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166101.406250 Penalty: 721.779602
	Iteration 50Q: 3 clusters Score -166101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166102.828125 Penalty: 721.779602
	Iteration 51Q: 3 clusters Score -166102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -166104.578125 Penalty: 721.779602
	Iteration 52Q: 3 clusters Score -166104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -166106.109375 Penalty: 721.779602
	Iteration 53Q: 3 clusters Score -166106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -166107.156250 Penalty: 721.779602
	Iteration 54Q: 3 clusters Score -166107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166109.671875 Penalty: 721.779602
	Iteration 55Q: 3 clusters Score -166109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -166111.250000 Penalty: 721.779602
	Iteration 56Q: 3 clusters Score -166111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -166112.187500 Penalty: 721.779602
	Iteration 57Q: 3 clusters Score -166112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -166113.562500 Penalty: 721.779602
	Iteration 58Q: 3 clusters Score -166113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -166114.187500 Penalty: 721.779602
	Iteration 59Q: 3 clusters Score -166114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -166114.406250 Penalty: 721.779602
	Iteration 60F: 3 clusters Score -166114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -166115.312500 Penalty: 721.779602
	Iteration 61Q: 3 clusters Score -166115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -166115.718750 Penalty: 721.779602
	Iteration 62Q: 3 clusters Score -166115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -166115.718750 Penalty: 721.779602
	Iteration 63F: 3 clusters Score -166115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -108596.984375 Penalty: 338.419678
	Iteration 0F: 2 clusters Score -108597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -107366.312500 Penalty: 676.839355
	Iteration 0F: 3 clusters Score -107366.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -107769.390625 Penalty: 676.839355
	Iteration 1F: 3 clusters Score -107769.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -107867.382812 Penalty: 676.839355
	Iteration 2F: 3 clusters Score -107867.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -107965.085938 Penalty: 676.839355
	Iteration 3F: 3 clusters Score -107965.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -108053.164062 Penalty: 676.839355
	Iteration 4F: 3 clusters Score -108053.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -108154.828125 Penalty: 676.839355
	Iteration 5F: 3 clusters Score -108154.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -108232.218750 Penalty: 676.839355
	Iteration 6Q: 3 clusters Score -108232.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -108283.867188 Penalty: 676.839355
	Iteration 7Q: 3 clusters Score -108283.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -108312.000000 Penalty: 676.839355
	Iteration 8Q: 3 clusters Score -108312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -108330.335938 Penalty: 676.839355
	Iteration 9Q: 3 clusters Score -108330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -108349.343750 Penalty: 676.839355
	Iteration 10Q: 3 clusters Score -108349.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -108373.945312 Penalty: 676.839355
	Iteration 11Q: 3 clusters Score -108373.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -108386.757812 Penalty: 676.839355
	Iteration 12Q: 3 clusters Score -108386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -108389.304688 Penalty: 676.839355
	Iteration 13Q: 3 clusters Score -108389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -108391.695312 Penalty: 676.839355
	Iteration 14Q: 3 clusters Score -108391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -108394.062500 Penalty: 676.839355
	Iteration 15Q: 3 clusters Score -108394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -108395.828125 Penalty: 676.839355
	Iteration 16Q: 3 clusters Score -108395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -108396.382812 Penalty: 676.839355
	Iteration 17Q: 3 clusters Score -108396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -108398.710938 Penalty: 676.839355
	Iteration 18Q: 3 clusters Score -108398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -108402.734375 Penalty: 676.839355
	Iteration 19Q: 3 clusters Score -108402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -108408.375000 Penalty: 676.839355
	Iteration 20F: 3 clusters Score -108408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -108411.554688 Penalty: 676.839355
	Iteration 21Q: 3 clusters Score -108411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -108413.578125 Penalty: 676.839355
	Iteration 22Q: 3 clusters Score -108413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -108415.085938 Penalty: 676.839355
	Iteration 23Q: 3 clusters Score -108415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -108415.953125 Penalty: 676.839355
	Iteration 24Q: 3 clusters Score -108416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -108417.359375 Penalty: 676.839355
	Iteration 25Q: 3 clusters Score -108417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -108417.359375 Penalty: 676.839355
	Iteration 26F: 3 clusters Score -108417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -39923.632812 Penalty: 298.847565
	Iteration 0F: 2 clusters Score -39923.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39328.359375 Penalty: 597.695129
	Iteration 0F: 3 clusters Score -39328.36 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39523.343750 Penalty: 597.695129
	Iteration 1F: 3 clusters Score -39523.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39566.062500 Penalty: 597.695129
	Iteration 2F: 3 clusters Score -39566.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39585.242188 Penalty: 597.695129
	Iteration 3Q: 3 clusters Score -39585.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39594.246094 Penalty: 597.695129
	Iteration 4Q: 3 clusters Score -39594.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39600.476562 Penalty: 597.695129
	Iteration 5Q: 3 clusters Score -39600.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39614.054688 Penalty: 597.695129
	Iteration 6Q: 3 clusters Score -39614.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39620.851562 Penalty: 597.695129
	Iteration 7Q: 3 clusters Score -39620.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39626.957031 Penalty: 597.695129
	Iteration 8Q: 3 clusters Score -39626.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39632.347656 Penalty: 597.695129
	Iteration 9Q: 3 clusters Score -39632.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39638.683594 Penalty: 597.695129
	Iteration 10Q: 3 clusters Score -39638.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39648.003906 Penalty: 597.695129
	Iteration 11Q: 3 clusters Score -39648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39658.128906 Penalty: 597.695129
	Iteration 12Q: 3 clusters Score -39658.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39661.398438 Penalty: 597.695129
	Iteration 13Q: 3 clusters Score -39661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39662.273438 Penalty: 597.695129
	Iteration 14Q: 3 clusters Score -39662.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39662.804688 Penalty: 597.695129
	Iteration 15Q: 3 clusters Score -39662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39663.496094 Penalty: 597.695129
	Iteration 16Q: 3 clusters Score -39663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39665.242188 Penalty: 597.695129
	Iteration 17Q: 3 clusters Score -39665.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39665.804688 Penalty: 597.695129
	Iteration 18Q: 3 clusters Score -39665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39665.804688 Penalty: 597.695129
	Iteration 19F: 3 clusters Score -39665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -58153.214844 Penalty: 314.302856
	Iteration 0F: 2 clusters Score -58153.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57363.804688 Penalty: 628.605713
	Iteration 0F: 3 clusters Score -57363.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -57638.617188 Penalty: 628.605713
	Iteration 1F: 3 clusters Score -57638.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -57700.921875 Penalty: 628.605713
	Iteration 2F: 3 clusters Score -57700.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -57755.886719 Penalty: 628.605713
	Iteration 3F: 3 clusters Score -57755.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -57804.214844 Penalty: 628.605713
	Iteration 4F: 3 clusters Score -57804.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -57842.433594 Penalty: 628.605713
	Iteration 5Q: 3 clusters Score -57842.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -57875.007812 Penalty: 628.605713
	Iteration 6Q: 3 clusters Score -57875.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -57892.644531 Penalty: 628.605713
	Iteration 7Q: 3 clusters Score -57892.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -57908.546875 Penalty: 628.605713
	Iteration 8Q: 3 clusters Score -57908.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -57917.332031 Penalty: 628.605713
	Iteration 9Q: 3 clusters Score -57917.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -57920.074219 Penalty: 628.605713
	Iteration 10Q: 3 clusters Score -57920.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -57921.871094 Penalty: 628.605713
	Iteration 11Q: 3 clusters Score -57921.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -57924.996094 Penalty: 628.605713
	Iteration 12Q: 3 clusters Score -57925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -57926.187500 Penalty: 628.605713
	Iteration 13Q: 3 clusters Score -57926.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57926.300781 Penalty: 628.605713
	Iteration 14Q: 3 clusters Score -57926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -57926.503906 Penalty: 628.605713
	Iteration 15Q: 3 clusters Score -57926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -57926.503906 Penalty: 628.605713
	Iteration 16F: 3 clusters Score -57926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -198349.609375 Penalty: 367.098083
	Iteration 0F: 2 clusters Score -198349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -196170.812500 Penalty: 734.196167
	Iteration 0F: 3 clusters Score -196170.8 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -196949.781250 Penalty: 734.196167
	Iteration 1F: 3 clusters Score -196949.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -197074.718750 Penalty: 734.196167
	Iteration 2F: 3 clusters Score -197074.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -197169.281250 Penalty: 734.196167
	Iteration 3F: 3 clusters Score -197169.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -197261.703125 Penalty: 734.196167
	Iteration 4F: 3 clusters Score -197261.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -197347.718750 Penalty: 734.196167
	Iteration 5Q: 3 clusters Score -197347.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -197425.562500 Penalty: 734.196167
	Iteration 6Q: 3 clusters Score -197425.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -197522.500000 Penalty: 734.196167
	Iteration 7Q: 3 clusters Score -197522.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -197634.265625 Penalty: 734.196167
	Iteration 8Q: 3 clusters Score -197634.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -197748.437500 Penalty: 734.196167
	Iteration 9Q: 3 clusters Score -197748.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -197853.187500 Penalty: 734.196167
	Iteration 10Q: 3 clusters Score -197853.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -197906.578125 Penalty: 734.196167
	Iteration 11Q: 3 clusters Score -197906.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -197937.156250 Penalty: 734.196167
	Iteration 12Q: 3 clusters Score -197937.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -197958.968750 Penalty: 734.196167
	Iteration 13Q: 3 clusters Score -197959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -197972.171875 Penalty: 734.196167
	Iteration 14Q: 3 clusters Score -197972.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -197978.890625 Penalty: 734.196167
	Iteration 15Q: 3 clusters Score -197978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -197986.203125 Penalty: 734.196167
	Iteration 16Q: 3 clusters Score -197986.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -197994.281250 Penalty: 734.196167
	Iteration 17Q: 3 clusters Score -197994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -198004.359375 Penalty: 734.196167
	Iteration 18Q: 3 clusters Score -198004.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -198013.078125 Penalty: 734.196167
	Iteration 19Q: 3 clusters Score -198013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -198017.343750 Penalty: 734.196167
	Iteration 20F: 3 clusters Score -198017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -198020.359375 Penalty: 734.196167
	Iteration 21Q: 3 clusters Score -198020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -198024.390625 Penalty: 734.196167
	Iteration 22Q: 3 clusters Score -198024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -198028.562500 Penalty: 734.196167
	Iteration 23Q: 3 clusters Score -198028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -198031.578125 Penalty: 734.196167
	Iteration 24Q: 3 clusters Score -198031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -198033.343750 Penalty: 734.196167
	Iteration 25Q: 3 clusters Score -198033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -198036.750000 Penalty: 734.196167
	Iteration 26Q: 3 clusters Score -198036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -198040.265625 Penalty: 734.196167
	Iteration 27Q: 3 clusters Score -198040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -198043.328125 Penalty: 734.196167
	Iteration 28Q: 3 clusters Score -198043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -198044.593750 Penalty: 734.196167
	Iteration 29Q: 3 clusters Score -198044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -198046.750000 Penalty: 734.196167
	Iteration 30Q: 3 clusters Score -198046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -198047.484375 Penalty: 734.196167
	Iteration 31Q: 3 clusters Score -198047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -198048.562500 Penalty: 734.196167
	Iteration 32Q: 3 clusters Score -198048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -198048.968750 Penalty: 734.196167
	Iteration 33Q: 3 clusters Score -198049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -198049.171875 Penalty: 734.196167
	Iteration 34Q: 3 clusters Score -198049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -198049.171875 Penalty: 734.196167
	Iteration 35F: 3 clusters Score -198049.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1445350.875000 Penalty: 458.502533
	Iteration 0F: 2 clusters Score -1445351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1429460.875000 Penalty: 917.005066
	Iteration 0F: 3 clusters Score -1429461 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1436823.625000 Penalty: 917.005066
	Iteration 1F: 3 clusters Score -1436824 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1437488.750000 Penalty: 917.005066
	Iteration 2F: 3 clusters Score -1437489 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1438198.875000 Penalty: 917.005066
	Iteration 3F: 3 clusters Score -1438199 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1438964.875000 Penalty: 917.005066
	Iteration 4F: 3 clusters Score -1438965 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1439826.500000 Penalty: 917.005066
	Iteration 5F: 3 clusters Score -1439826 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1440658.750000 Penalty: 917.005066
	Iteration 6F: 3 clusters Score -1440659 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1441329.625000 Penalty: 917.005066
	Iteration 7Q: 3 clusters Score -1441330 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1441853.375000 Penalty: 917.005066
	Iteration 8Q: 3 clusters Score -1441853 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1442302.125000 Penalty: 917.005066
	Iteration 9Q: 3 clusters Score -1442302 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1442711.375000 Penalty: 917.005066
	Iteration 10Q: 3 clusters Score -1442711 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1443109.625000 Penalty: 917.005066
	Iteration 11Q: 3 clusters Score -1443110 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1443474.625000 Penalty: 917.005066
	Iteration 12Q: 3 clusters Score -1443475 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1443819.625000 Penalty: 917.005066
	Iteration 13Q: 3 clusters Score -1443820 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1444119.125000 Penalty: 917.005066
	Iteration 14Q: 3 clusters Score -1444119 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1444378.125000 Penalty: 917.005066
	Iteration 15Q: 3 clusters Score -1444378 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1444580.500000 Penalty: 917.005066
	Iteration 16Q: 3 clusters Score -1444580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1444743.750000 Penalty: 917.005066
	Iteration 17Q: 3 clusters Score -1444744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1444839.375000 Penalty: 917.005066
	Iteration 18Q: 3 clusters Score -1444839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1444888.625000 Penalty: 917.005066
	Iteration 19Q: 3 clusters Score -1444889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1444916.625000 Penalty: 917.005066
	Iteration 20F: 3 clusters Score -1444917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1444928.500000 Penalty: 917.005066
	Iteration 21Q: 3 clusters Score -1444928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1444936.125000 Penalty: 917.005066
	Iteration 22Q: 3 clusters Score -1444936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1444943.750000 Penalty: 917.005066
	Iteration 23Q: 3 clusters Score -1444944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1444949.250000 Penalty: 917.005066
	Iteration 24Q: 3 clusters Score -1444949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1444949.625000 Penalty: 917.005066
	Iteration 25Q: 3 clusters Score -1444950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1444952.625000 Penalty: 917.005066
	Iteration 26Q: 3 clusters Score -1444953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1444952.000000 Penalty: 917.005066
	Iteration 27Q: 3 clusters Score -1444952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1444954.125000 Penalty: 917.005066
	Iteration 28Q: 3 clusters Score -1444954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1444959.500000 Penalty: 917.005066
	Iteration 29Q: 3 clusters Score -1444960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1444963.125000 Penalty: 917.005066
	Iteration 30Q: 3 clusters Score -1444963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1444965.500000 Penalty: 917.005066
	Iteration 31Q: 3 clusters Score -1444966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1444969.750000 Penalty: 917.005066
	Iteration 32Q: 3 clusters Score -1444970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1444970.000000 Penalty: 917.005066
	Iteration 33Q: 3 clusters Score -1444970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1444972.125000 Penalty: 917.005066
	Iteration 34Q: 3 clusters Score -1444972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1444975.500000 Penalty: 917.005066
	Iteration 35Q: 3 clusters Score -1444976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1444976.375000 Penalty: 917.005066
	Iteration 36Q: 3 clusters Score -1444976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1444978.750000 Penalty: 917.005066
	Iteration 37Q: 3 clusters Score -1444979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1444979.750000 Penalty: 917.005066
	Iteration 38Q: 3 clusters Score -1444980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1444979.875000 Penalty: 917.005066
	Iteration 39Q: 3 clusters Score -1444980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1444980.375000 Penalty: 917.005066
	Iteration 40F: 3 clusters Score -1444980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1444982.750000 Penalty: 917.005066
	Iteration 41Q: 3 clusters Score -1444983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1444982.750000 Penalty: 917.005066
	Iteration 42F: 3 clusters Score -1444983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -333532.750000 Penalty: 387.504974
	Iteration 0F: 2 clusters Score -333532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -330136.562500 Penalty: 775.009949
	Iteration 0F: 3 clusters Score -330136.6 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -331558.906250 Penalty: 775.009949
	Iteration 1F: 3 clusters Score -331558.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -331838.468750 Penalty: 775.009949
	Iteration 2F: 3 clusters Score -331838.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -332130.437500 Penalty: 775.009949
	Iteration 3F: 3 clusters Score -332130.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -332362.125000 Penalty: 775.009949
	Iteration 4F: 3 clusters Score -332362.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -332582.468750 Penalty: 775.009949
	Iteration 5F: 3 clusters Score -332582.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -332751.250000 Penalty: 775.009949
	Iteration 6Q: 3 clusters Score -332751.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -332854.625000 Penalty: 775.009949
	Iteration 7Q: 3 clusters Score -332854.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -332907.312500 Penalty: 775.009949
	Iteration 8Q: 3 clusters Score -332907.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -332939.937500 Penalty: 775.009949
	Iteration 9Q: 3 clusters Score -332939.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -332965.968750 Penalty: 775.009949
	Iteration 10Q: 3 clusters Score -332966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -332988.625000 Penalty: 775.009949
	Iteration 11Q: 3 clusters Score -332988.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -333006.812500 Penalty: 775.009949
	Iteration 12Q: 3 clusters Score -333006.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -333016.437500 Penalty: 775.009949
	Iteration 13Q: 3 clusters Score -333016.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -333023.531250 Penalty: 775.009949
	Iteration 14Q: 3 clusters Score -333023.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -333026.562500 Penalty: 775.009949
	Iteration 15Q: 3 clusters Score -333026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -333029.343750 Penalty: 775.009949
	Iteration 16Q: 3 clusters Score -333029.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -333032.062500 Penalty: 775.009949
	Iteration 17Q: 3 clusters Score -333032.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -333034.468750 Penalty: 775.009949
	Iteration 18Q: 3 clusters Score -333034.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -333036.812500 Penalty: 775.009949
	Iteration 19Q: 3 clusters Score -333036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -333037.937500 Penalty: 775.009949
	Iteration 20F: 3 clusters Score -333037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -333040.062500 Penalty: 775.009949
	Iteration 21Q: 3 clusters Score -333040.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -333041.500000 Penalty: 775.009949
	Iteration 22Q: 3 clusters Score -333041.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -333043.062500 Penalty: 775.009949
	Iteration 23Q: 3 clusters Score -333043.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -333045.031250 Penalty: 775.009949
	Iteration 24Q: 3 clusters Score -333045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -333046.250000 Penalty: 775.009949
	Iteration 25Q: 3 clusters Score -333046.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -333047.312500 Penalty: 775.009949
	Iteration 26Q: 3 clusters Score -333047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -333048.843750 Penalty: 775.009949
	Iteration 27Q: 3 clusters Score -333048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -333050.750000 Penalty: 775.009949
	Iteration 28Q: 3 clusters Score -333050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -333051.250000 Penalty: 775.009949
	Iteration 29Q: 3 clusters Score -333051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -333051.125000 Penalty: 775.009949
	Iteration 30Q: 3 clusters Score -333051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -333051.187500 Penalty: 775.009949
	Iteration 31Q: 3 clusters Score -333051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -333052.656250 Penalty: 775.009949
	Iteration 32Q: 3 clusters Score -333052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -333052.750000 Penalty: 775.009949
	Iteration 33Q: 3 clusters Score -333052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -333052.062500 Penalty: 775.009949
	Iteration 34Q: 3 clusters Score -333052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -333052.281250 Penalty: 775.009949
	Iteration 35Q: 3 clusters Score -333052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -333052.468750 Penalty: 775.009949
	Iteration 36Q: 3 clusters Score -333052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -333052.343750 Penalty: 775.009949
	Iteration 37Q: 3 clusters Score -333052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -333052.687500 Penalty: 775.009949
	Iteration 38Q: 3 clusters Score -333052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -333053.218750 Penalty: 775.009949
	Iteration 39Q: 3 clusters Score -333053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -333052.937500 Penalty: 775.009949
	Iteration 40F: 3 clusters Score -333052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -333053.468750 Penalty: 775.009949
	Iteration 41Q: 3 clusters Score -333053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -333053.437500 Penalty: 775.009949
	Iteration 42Q: 3 clusters Score -333053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -333053.437500 Penalty: 775.009949
	Iteration 43F: 3 clusters Score -333053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -347306.218750 Penalty: 391.361450
	Iteration 0F: 2 clusters Score -347306.2 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 2733 members 
Entering Unmasked Estep 
Score: -343608.468750 Penalty: 782.722900
	Iteration 0F: 3 clusters Score -343608.5 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -345133.093750 Penalty: 782.722900
	Iteration 1F: 3 clusters Score -345133.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -345362.062500 Penalty: 782.722900
	Iteration 2F: 3 clusters Score -345362.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -345566.812500 Penalty: 782.722900
	Iteration 3F: 3 clusters Score -345566.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -345780.656250 Penalty: 782.722900
	Iteration 4F: 3 clusters Score -345780.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -346011.187500 Penalty: 782.722900
	Iteration 5F: 3 clusters Score -346011.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -346226.781250 Penalty: 782.722900
	Iteration 6Q: 3 clusters Score -346226.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -346399.781250 Penalty: 782.722900
	Iteration 7Q: 3 clusters Score -346399.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -346502.125000 Penalty: 782.722900
	Iteration 8Q: 3 clusters Score -346502.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -346556.625000 Penalty: 782.722900
	Iteration 9Q: 3 clusters Score -346556.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -346600.375000 Penalty: 782.722900
	Iteration 10Q: 3 clusters Score -346600.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -346637.437500 Penalty: 782.722900
	Iteration 11Q: 3 clusters Score -346637.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -346670.343750 Penalty: 782.722900
	Iteration 12Q: 3 clusters Score -346670.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -346705.312500 Penalty: 782.722900
	Iteration 13Q: 3 clusters Score -346705.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -346735.687500 Penalty: 782.722900
	Iteration 14Q: 3 clusters Score -346735.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -346759.781250 Penalty: 782.722900
	Iteration 15Q: 3 clusters Score -346759.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -346778.281250 Penalty: 782.722900
	Iteration 16Q: 3 clusters Score -346778.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -346790.593750 Penalty: 782.722900
	Iteration 17Q: 3 clusters Score -346790.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -346801.000000 Penalty: 782.722900
	Iteration 18Q: 3 clusters Score -346801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -346815.312500 Penalty: 782.722900
	Iteration 19Q: 3 clusters Score -346815.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -346826.031250 Penalty: 782.722900
	Iteration 20F: 3 clusters Score -346826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -346839.718750 Penalty: 782.722900
	Iteration 21Q: 3 clusters Score -346839.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -346851.312500 Penalty: 782.722900
	Iteration 22Q: 3 clusters Score -346851.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -346862.625000 Penalty: 782.722900
	Iteration 23Q: 3 clusters Score -346862.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -346869.875000 Penalty: 782.722900
	Iteration 24Q: 3 clusters Score -346869.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -346879.593750 Penalty: 782.722900
	Iteration 25Q: 3 clusters Score -346879.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -346885.250000 Penalty: 782.722900
	Iteration 26Q: 3 clusters Score -346885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -346894.968750 Penalty: 782.722900
	Iteration 27Q: 3 clusters Score -346895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -346910.437500 Penalty: 782.722900
	Iteration 28Q: 3 clusters Score -346910.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -346918.375000 Penalty: 782.722900
	Iteration 29Q: 3 clusters Score -346918.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -346923.343750 Penalty: 782.722900
	Iteration 30Q: 3 clusters Score -346923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -346925.937500 Penalty: 782.722900
	Iteration 31Q: 3 clusters Score -346925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -346928.781250 Penalty: 782.722900
	Iteration 32Q: 3 clusters Score -346928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -346932.968750 Penalty: 782.722900
	Iteration 33Q: 3 clusters Score -346933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -346935.437500 Penalty: 782.722900
	Iteration 34Q: 3 clusters Score -346935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -346940.343750 Penalty: 782.722900
	Iteration 35Q: 3 clusters Score -346940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -346944.000000 Penalty: 782.722900
	Iteration 36Q: 3 clusters Score -346944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -346947.531250 Penalty: 782.722900
	Iteration 37Q: 3 clusters Score -346947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -346950.500000 Penalty: 782.722900
	Iteration 38Q: 3 clusters Score -346950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -346952.468750 Penalty: 782.722900
	Iteration 39Q: 3 clusters Score -346952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -346952.968750 Penalty: 782.722900
	Iteration 40F: 3 clusters Score -346953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -346954.718750 Penalty: 782.722900
	Iteration 41Q: 3 clusters Score -346954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -346955.468750 Penalty: 782.722900
	Iteration 42Q: 3 clusters Score -346955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -346957.250000 Penalty: 782.722900
	Iteration 43Q: 3 clusters Score -346957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -346957.218750 Penalty: 782.722900
	Iteration 44Q: 3 clusters Score -346957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -346957.437500 Penalty: 782.722900
	Iteration 45Q: 3 clusters Score -346957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -346957.718750 Penalty: 782.722900
	Iteration 46Q: 3 clusters Score -346957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -346957.718750 Penalty: 782.722900
	Iteration 47F: 3 clusters Score -346957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -45799.652344 Penalty: 309.204620
	Iteration 0F: 2 clusters Score -45799.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -45083.929688 Penalty: 618.409241
	Iteration 0F: 3 clusters Score -45083.93 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45404.281250 Penalty: 618.409241
	Iteration 1F: 3 clusters Score -45404.28 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -45483.332031 Penalty: 618.409241
	Iteration 2F: 3 clusters Score -45483.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45520.421875 Penalty: 618.409241
	Iteration 3F: 3 clusters Score -45520.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45551.757812 Penalty: 618.409241
	Iteration 4Q: 3 clusters Score -45551.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45575.097656 Penalty: 618.409241
	Iteration 5Q: 3 clusters Score -45575.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45602.285156 Penalty: 618.409241
	Iteration 6Q: 3 clusters Score -45602.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45614.359375 Penalty: 618.409241
	Iteration 7Q: 3 clusters Score -45614.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45630.128906 Penalty: 618.409241
	Iteration 8Q: 3 clusters Score -45630.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -45643.632812 Penalty: 618.409241
	Iteration 9Q: 3 clusters Score -45643.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45652.867188 Penalty: 618.409241
	Iteration 10Q: 3 clusters Score -45652.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -45656.031250 Penalty: 618.409241
	Iteration 11Q: 3 clusters Score -45656.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45657.496094 Penalty: 618.409241
	Iteration 12Q: 3 clusters Score -45657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45659.343750 Penalty: 618.409241
	Iteration 13Q: 3 clusters Score -45659.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -45660.734375 Penalty: 618.409241
	Iteration 14Q: 3 clusters Score -45660.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45660.859375 Penalty: 618.409241
	Iteration 15Q: 3 clusters Score -45660.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45660.859375 Penalty: 618.409241
	Iteration 16F: 3 clusters Score -45660.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -127333.437500 Penalty: 349.887207
	Iteration 0F: 2 clusters Score -127333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -125758.179688 Penalty: 699.774414
	Iteration 0F: 3 clusters Score -125758.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -126267.218750 Penalty: 699.774414
	Iteration 1F: 3 clusters Score -126267.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126350.382812 Penalty: 699.774414
	Iteration 2F: 3 clusters Score -126350.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -126440.617188 Penalty: 699.774414
	Iteration 3F: 3 clusters Score -126440.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -126524.812500 Penalty: 699.774414
	Iteration 4F: 3 clusters Score -126524.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -126618.960938 Penalty: 699.774414
	Iteration 5F: 3 clusters Score -126619 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126700.554688 Penalty: 699.774414
	Iteration 6F: 3 clusters Score -126700.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -126779.304688 Penalty: 699.774414
	Iteration 7Q: 3 clusters Score -126779.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126858.218750 Penalty: 699.774414
	Iteration 8Q: 3 clusters Score -126858.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126916.562500 Penalty: 699.774414
	Iteration 9Q: 3 clusters Score -126916.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126960.343750 Penalty: 699.774414
	Iteration 10Q: 3 clusters Score -126960.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126991.085938 Penalty: 699.774414
	Iteration 11Q: 3 clusters Score -126991.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -127011.796875 Penalty: 699.774414
	Iteration 12Q: 3 clusters Score -127011.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -127030.843750 Penalty: 699.774414
	Iteration 13Q: 3 clusters Score -127030.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127047.265625 Penalty: 699.774414
	Iteration 14Q: 3 clusters Score -127047.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -127057.460938 Penalty: 699.774414
	Iteration 15Q: 3 clusters Score -127057.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -127071.765625 Penalty: 699.774414
	Iteration 16Q: 3 clusters Score -127071.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -127080.523438 Penalty: 699.774414
	Iteration 17Q: 3 clusters Score -127080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -127081.718750 Penalty: 699.774414
	Iteration 18Q: 3 clusters Score -127081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -127082.601562 Penalty: 699.774414
	Iteration 19Q: 3 clusters Score -127082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -127083.031250 Penalty: 699.774414
	Iteration 20F: 3 clusters Score -127083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -127083.492188 Penalty: 699.774414
	Iteration 21Q: 3 clusters Score -127083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -127083.726562 Penalty: 699.774414
	Iteration 22Q: 3 clusters Score -127083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -127083.953125 Penalty: 699.774414
	Iteration 23Q: 3 clusters Score -127084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -127083.953125 Penalty: 699.774414
	Iteration 24F: 3 clusters Score -127084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Entering Unmasked Estep 
Score: -2552893.500000 Penalty: 481.137024
	Iteration 0F: 2 clusters Score -2552894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2526903.750000 Penalty: 962.274048
	Iteration 0F: 3 clusters Score -2526904 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2538127.250000 Penalty: 962.274048
	Iteration 1F: 3 clusters Score -2538127 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2538829.750000 Penalty: 962.274048
	Iteration 2Q: 3 clusters Score -2538830 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2539859.500000 Penalty: 962.274048
	Iteration 3F: 3 clusters Score -2539860 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2541405.750000 Penalty: 962.274048
	Iteration 4F: 3 clusters Score -2541406 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2543489.750000 Penalty: 962.274048
	Iteration 5F: 3 clusters Score -2543490 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -2545872.250000 Penalty: 962.274048
	Iteration 6F: 3 clusters Score -2545872 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -2547782.000000 Penalty: 962.274048
	Iteration 7F: 3 clusters Score -2547782 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -2549072.000000 Penalty: 962.274048
	Iteration 8Q: 3 clusters Score -2549072 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -2549823.000000 Penalty: 962.274048
	Iteration 9Q: 3 clusters Score -2549823 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -2550352.000000 Penalty: 962.274048
	Iteration 10Q: 3 clusters Score -2550352 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -2550751.750000 Penalty: 962.274048
	Iteration 11Q: 3 clusters Score -2550752 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -2551100.250000 Penalty: 962.274048
	Iteration 12Q: 3 clusters Score -2551100 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -2551364.000000 Penalty: 962.274048
	Iteration 13Q: 3 clusters Score -2551364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -2551568.750000 Penalty: 962.274048
	Iteration 14Q: 3 clusters Score -2551569 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -2551734.000000 Penalty: 962.274048
	Iteration 15Q: 3 clusters Score -2551734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -2551877.500000 Penalty: 962.274048
	Iteration 16Q: 3 clusters Score -2551878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -2551996.500000 Penalty: 962.274048
	Iteration 17Q: 3 clusters Score -2551996 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -2552083.250000 Penalty: 962.274048
	Iteration 18Q: 3 clusters Score -2552083 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -2552151.250000 Penalty: 962.274048
	Iteration 19Q: 3 clusters Score -2552151 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -2552203.500000 Penalty: 962.274048
	Iteration 20F: 3 clusters Score -2552204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -2552249.500000 Penalty: 962.274048
	Iteration 21Q: 3 clusters Score -2552250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -2552282.250000 Penalty: 962.274048
	Iteration 22Q: 3 clusters Score -2552282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -2552312.000000 Penalty: 962.274048
	Iteration 23Q: 3 clusters Score -2552312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -2552340.000000 Penalty: 962.274048
	Iteration 24Q: 3 clusters Score -2552340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -2552367.000000 Penalty: 962.274048
	Iteration 25Q: 3 clusters Score -2552367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -2552385.750000 Penalty: 962.274048
	Iteration 26Q: 3 clusters Score -2552386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -2552402.250000 Penalty: 962.274048
	Iteration 27Q: 3 clusters Score -2552402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -2552412.000000 Penalty: 962.274048
	Iteration 28Q: 3 clusters Score -2552412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -2552425.250000 Penalty: 962.274048
	Iteration 29Q: 3 clusters Score -2552425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -2552435.250000 Penalty: 962.274048
	Iteration 30Q: 3 clusters Score -2552435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -2552438.250000 Penalty: 962.274048
	Iteration 31Q: 3 clusters Score -2552438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -2552445.750000 Penalty: 962.274048
	Iteration 32Q: 3 clusters Score -2552446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -2552452.750000 Penalty: 962.274048
	Iteration 33Q: 3 clusters Score -2552453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -2552461.000000 Penalty: 962.274048
	Iteration 34Q: 3 clusters Score -2552461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -2552463.250000 Penalty: 962.274048
	Iteration 35Q: 3 clusters Score -2552463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -2552463.500000 Penalty: 962.274048
	Iteration 36Q: 3 clusters Score -2552464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -2552468.250000 Penalty: 962.274048
	Iteration 37Q: 3 clusters Score -2552468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -2552468.750000 Penalty: 962.274048
	Iteration 38Q: 3 clusters Score -2552469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -2552468.750000 Penalty: 962.274048
	Iteration 39Q: 3 clusters Score -2552469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -2552471.500000 Penalty: 962.274048
	Iteration 40F: 3 clusters Score -2552472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -2552472.500000 Penalty: 962.274048
	Iteration 41Q: 3 clusters Score -2552472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2552477.250000 Penalty: 962.274048
	Iteration 42Q: 3 clusters Score -2552477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -2552479.250000 Penalty: 962.274048
	Iteration 43Q: 3 clusters Score -2552479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -2552481.750000 Penalty: 962.274048
	Iteration 44Q: 3 clusters Score -2552482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -2552480.250000 Penalty: 962.274048
	Iteration 45Q: 3 clusters Score -2552480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -2552480.250000 Penalty: 962.274048
	Iteration 46F: 3 clusters Score -2552480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (90497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Entering Unmasked Estep 
Score: -5624401.000000 Penalty: 519.294739
	Iteration 0F: 2 clusters Score -5624401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -5573418.500000 Penalty: 1038.589478
	Iteration 0F: 3 clusters Score -5573418 nChanged 44228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -5601573.500000 Penalty: 1038.589478
	Iteration 1F: 3 clusters Score -5601574 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5604952.500000 Penalty: 1038.589478
	Iteration 2F: 3 clusters Score -5604952 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -5610207.500000 Penalty: 1038.589478
	Iteration 3F: 3 clusters Score -5610208 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -5616460.000000 Penalty: 1038.589478
	Iteration 4F: 3 clusters Score -5616460 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -5621104.500000 Penalty: 1038.589478
	Iteration 5F: 3 clusters Score -5621104 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5622779.500000 Penalty: 1038.589478
	Iteration 6Q: 3 clusters Score -5622780 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5623454.000000 Penalty: 1038.589478
	Iteration 7Q: 3 clusters Score -5623454 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5623979.000000 Penalty: 1038.589478
	Iteration 8Q: 3 clusters Score -5623979 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5624497.500000 Penalty: 1038.589478
	Iteration 9Q: 3 clusters Score -5624498 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5624973.000000 Penalty: 1038.589478
	Iteration 10Q: 3 clusters Score -5624973 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5625444.500000 Penalty: 1038.589478
	Iteration 11Q: 3 clusters Score -5625444 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5625877.000000 Penalty: 1038.589478
	Iteration 12Q: 3 clusters Score -5625877 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5626260.500000 Penalty: 1038.589478
	Iteration 13Q: 3 clusters Score -5626260 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5626601.500000 Penalty: 1038.589478
	Iteration 14Q: 3 clusters Score -5626602 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5626830.500000 Penalty: 1038.589478
	Iteration 15Q: 3 clusters Score -5626830 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5627013.000000 Penalty: 1038.589478
	Iteration 16Q: 3 clusters Score -5627013 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5627172.500000 Penalty: 1038.589478
	Iteration 17Q: 3 clusters Score -5627172 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5627379.000000 Penalty: 1038.589478
	Iteration 18Q: 3 clusters Score -5627379 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5627563.000000 Penalty: 1038.589478
	Iteration 19Q: 3 clusters Score -5627563 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5627738.500000 Penalty: 1038.589478
	Iteration 20F: 3 clusters Score -5627738 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5627909.500000 Penalty: 1038.589478
	Iteration 21Q: 3 clusters Score -5627910 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5628045.000000 Penalty: 1038.589478
	Iteration 22Q: 3 clusters Score -5628045 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5628166.500000 Penalty: 1038.589478
	Iteration 23Q: 3 clusters Score -5628166 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5628241.500000 Penalty: 1038.589478
	Iteration 24Q: 3 clusters Score -5628242 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5628331.000000 Penalty: 1038.589478
	Iteration 25Q: 3 clusters Score -5628331 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5628431.500000 Penalty: 1038.589478
	Iteration 26Q: 3 clusters Score -5628432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5628534.000000 Penalty: 1038.589478
	Iteration 27Q: 3 clusters Score -5628534 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -5628647.000000 Penalty: 1038.589478
	Iteration 28Q: 3 clusters Score -5628647 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -5628751.000000 Penalty: 1038.589478
	Iteration 29Q: 3 clusters Score -5628751 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5628886.000000 Penalty: 1038.589478
	Iteration 30Q: 3 clusters Score -5628886 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -5629116.500000 Penalty: 1038.589478
	Iteration 31Q: 3 clusters Score -5629116 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5629372.000000 Penalty: 1038.589478
	Iteration 32Q: 3 clusters Score -5629372 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5629655.500000 Penalty: 1038.589478
	Iteration 33Q: 3 clusters Score -5629656 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5629924.500000 Penalty: 1038.589478
	Iteration 34Q: 3 clusters Score -5629924 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5630010.000000 Penalty: 1038.589478
	Iteration 35Q: 3 clusters Score -5630010 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5629973.500000 Penalty: 1038.589478
	Iteration 36Q: 3 clusters Score -5629974 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5629849.500000 Penalty: 1038.589478
	Iteration 37Q: 3 clusters Score -5629850 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -5629615.500000 Penalty: 1038.589478
	Iteration 38Q: 3 clusters Score -5629616 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -5629208.000000 Penalty: 1038.589478
	Iteration 39Q: 3 clusters Score -5629208 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -5628725.500000 Penalty: 1038.589478
	Iteration 40F: 3 clusters Score -5628726 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5628222.000000 Penalty: 1038.589478
	Iteration 41Q: 3 clusters Score -5628222 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -5627713.000000 Penalty: 1038.589478
	Iteration 42Q: 3 clusters Score -5627713 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5627222.500000 Penalty: 1038.589478
	Iteration 43Q: 3 clusters Score -5627222 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5626816.000000 Penalty: 1038.589478
	Iteration 44Q: 3 clusters Score -5626816 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5626488.500000 Penalty: 1038.589478
	Iteration 45Q: 3 clusters Score -5626488 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5626183.500000 Penalty: 1038.589478
	Iteration 46Q: 3 clusters Score -5626184 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5625978.000000 Penalty: 1038.589478
	Iteration 47Q: 3 clusters Score -5625978 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5625701.000000 Penalty: 1038.589478
	Iteration 48Q: 3 clusters Score -5625701 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5625466.000000 Penalty: 1038.589478
	Iteration 49Q: 3 clusters Score -5625466 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5625250.000000 Penalty: 1038.589478
	Iteration 50Q: 3 clusters Score -5625250 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5625041.500000 Penalty: 1038.589478
	Iteration 51Q: 3 clusters Score -5625042 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5624862.000000 Penalty: 1038.589478
	Iteration 52Q: 3 clusters Score -5624862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5624726.000000 Penalty: 1038.589478
	Iteration 53Q: 3 clusters Score -5624726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5624601.500000 Penalty: 1038.589478
	Iteration 54Q: 3 clusters Score -5624602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5624544.500000 Penalty: 1038.589478
	Iteration 55Q: 3 clusters Score -5624544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5624501.000000 Penalty: 1038.589478
	Iteration 56Q: 3 clusters Score -5624501 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5624429.000000 Penalty: 1038.589478
	Iteration 57Q: 3 clusters Score -5624429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5624409.500000 Penalty: 1038.589478
	Iteration 58Q: 3 clusters Score -5624410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5624343.500000 Penalty: 1038.589478
	Iteration 59Q: 3 clusters Score -5624344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5624300.000000 Penalty: 1038.589478
	Iteration 60F: 3 clusters Score -5624300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5624260.500000 Penalty: 1038.589478
	Iteration 61Q: 3 clusters Score -5624260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5624214.000000 Penalty: 1038.589478
	Iteration 62Q: 3 clusters Score -5624214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5624222.500000 Penalty: 1038.589478
	Iteration 63Q: 3 clusters Score -5624222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5624217.000000 Penalty: 1038.589478
	Iteration 64Q: 3 clusters Score -5624217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5624223.500000 Penalty: 1038.589478
	Iteration 65Q: 3 clusters Score -5624224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5624196.000000 Penalty: 1038.589478
	Iteration 66Q: 3 clusters Score -5624196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5624198.000000 Penalty: 1038.589478
	Iteration 67Q: 3 clusters Score -5624198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5624186.500000 Penalty: 1038.589478
	Iteration 68Q: 3 clusters Score -5624186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5624181.500000 Penalty: 1038.589478
	Iteration 69Q: 3 clusters Score -5624182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5624172.500000 Penalty: 1038.589478
	Iteration 70Q: 3 clusters Score -5624172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5624182.000000 Penalty: 1038.589478
	Iteration 71Q: 3 clusters Score -5624182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5624163.500000 Penalty: 1038.589478
	Iteration 72Q: 3 clusters Score -5624164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5624164.500000 Penalty: 1038.589478
	Iteration 73Q: 3 clusters Score -5624164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5624155.000000 Penalty: 1038.589478
	Iteration 74Q: 3 clusters Score -5624155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5624164.000000 Penalty: 1038.589478
	Iteration 75Q: 3 clusters Score -5624164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5624167.000000 Penalty: 1038.589478
	Iteration 76Q: 3 clusters Score -5624167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5624157.000000 Penalty: 1038.589478
	Iteration 77Q: 3 clusters Score -5624157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5624162.500000 Penalty: 1038.589478
	Iteration 78Q: 3 clusters Score -5624162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5624175.000000 Penalty: 1038.589478
	Iteration 79Q: 3 clusters Score -5624175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5624182.500000 Penalty: 1038.589478
	Iteration 80F: 3 clusters Score -5624182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5624187.000000 Penalty: 1038.589478
	Iteration 81Q: 3 clusters Score -5624187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5624199.000000 Penalty: 1038.589478
	Iteration 82Q: 3 clusters Score -5624199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5624188.000000 Penalty: 1038.589478
	Iteration 83Q: 3 clusters Score -5624188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5624193.000000 Penalty: 1038.589478
	Iteration 84Q: 3 clusters Score -5624193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5624192.000000 Penalty: 1038.589478
	Iteration 85Q: 3 clusters Score -5624192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5624187.500000 Penalty: 1038.589478
	Iteration 86Q: 3 clusters Score -5624188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5624187.500000 Penalty: 1038.589478
	Iteration 87Q: 3 clusters Score -5624188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5624197.500000 Penalty: 1038.589478
	Iteration 88Q: 3 clusters Score -5624198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5624191.000000 Penalty: 1038.589478
	Iteration 89Q: 3 clusters Score -5624191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5624193.000000 Penalty: 1038.589478
	Iteration 90Q: 3 clusters Score -5624193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5624187.000000 Penalty: 1038.589478
	Iteration 91Q: 3 clusters Score -5624187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5624186.000000 Penalty: 1038.589478
	Iteration 92Q: 3 clusters Score -5624186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5624175.000000 Penalty: 1038.589478
	Iteration 93Q: 3 clusters Score -5624175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5624189.000000 Penalty: 1038.589478
	Iteration 94Q: 3 clusters Score -5624189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5624183.000000 Penalty: 1038.589478
	Iteration 95Q: 3 clusters Score -5624183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5624194.000000 Penalty: 1038.589478
	Iteration 96Q: 3 clusters Score -5624194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5624203.500000 Penalty: 1038.589478
	Iteration 97Q: 3 clusters Score -5624204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5624193.000000 Penalty: 1038.589478
	Iteration 98Q: 3 clusters Score -5624193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5624199.500000 Penalty: 1038.589478
	Iteration 99Q: 3 clusters Score -5624200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5624191.500000 Penalty: 1038.589478
	Iteration 100F: 3 clusters Score -5624192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5624199.000000 Penalty: 1038.589478
	Iteration 101Q: 3 clusters Score -5624199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5624187.500000 Penalty: 1038.589478
	Iteration 102Q: 3 clusters Score -5624188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5624199.000000 Penalty: 1038.589478
	Iteration 103Q: 3 clusters Score -5624199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5624207.000000 Penalty: 1038.589478
	Iteration 104Q: 3 clusters Score -5624207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5624211.000000 Penalty: 1038.589478
	Iteration 105Q: 3 clusters Score -5624211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5624204.000000 Penalty: 1038.589478
	Iteration 106Q: 3 clusters Score -5624204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5624204.000000 Penalty: 1038.589478
	Iteration 107F: 3 clusters Score -5624204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Entering Unmasked Estep 
Score: -1134242.375000 Penalty: 443.862488
	Iteration 0F: 2 clusters Score -1134242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1122746.375000 Penalty: 887.724976
	Iteration 0F: 3 clusters Score -1122746 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1127562.625000 Penalty: 887.724976
	Iteration 1F: 3 clusters Score -1127563 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1127883.125000 Penalty: 887.724976
	Iteration 2Q: 3 clusters Score -1127883 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1128310.750000 Penalty: 887.724976
	Iteration 3Q: 3 clusters Score -1128311 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1128879.625000 Penalty: 887.724976
	Iteration 4F: 3 clusters Score -1128880 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1129583.250000 Penalty: 887.724976
	Iteration 5F: 3 clusters Score -1129583 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1130275.625000 Penalty: 887.724976
	Iteration 6F: 3 clusters Score -1130276 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1130721.500000 Penalty: 887.724976
	Iteration 7Q: 3 clusters Score -1130722 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1130937.875000 Penalty: 887.724976
	Iteration 8Q: 3 clusters Score -1130938 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1131053.750000 Penalty: 887.724976
	Iteration 9Q: 3 clusters Score -1131054 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1131157.875000 Penalty: 887.724976
	Iteration 10Q: 3 clusters Score -1131158 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1131288.625000 Penalty: 887.724976
	Iteration 11Q: 3 clusters Score -1131289 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1131432.000000 Penalty: 887.724976
	Iteration 12Q: 3 clusters Score -1131432 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1131585.500000 Penalty: 887.724976
	Iteration 13Q: 3 clusters Score -1131586 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1131793.250000 Penalty: 887.724976
	Iteration 14Q: 3 clusters Score -1131793 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1132011.000000 Penalty: 887.724976
	Iteration 15Q: 3 clusters Score -1132011 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1132250.250000 Penalty: 887.724976
	Iteration 16Q: 3 clusters Score -1132250 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1132546.875000 Penalty: 887.724976
	Iteration 17Q: 3 clusters Score -1132547 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1132871.250000 Penalty: 887.724976
	Iteration 18Q: 3 clusters Score -1132871 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1133167.750000 Penalty: 887.724976
	Iteration 19Q: 3 clusters Score -1133168 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1133378.000000 Penalty: 887.724976
	Iteration 20F: 3 clusters Score -1133378 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1133489.875000 Penalty: 887.724976
	Iteration 21Q: 3 clusters Score -1133490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1133558.125000 Penalty: 887.724976
	Iteration 22Q: 3 clusters Score -1133558 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1133621.500000 Penalty: 887.724976
	Iteration 23Q: 3 clusters Score -1133622 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1133667.500000 Penalty: 887.724976
	Iteration 24Q: 3 clusters Score -1133668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1133684.875000 Penalty: 887.724976
	Iteration 25Q: 3 clusters Score -1133685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1133694.500000 Penalty: 887.724976
	Iteration 26Q: 3 clusters Score -1133694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1133703.250000 Penalty: 887.724976
	Iteration 27Q: 3 clusters Score -1133703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1133711.000000 Penalty: 887.724976
	Iteration 28Q: 3 clusters Score -1133711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1133712.875000 Penalty: 887.724976
	Iteration 29Q: 3 clusters Score -1133713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1133713.750000 Penalty: 887.724976
	Iteration 30Q: 3 clusters Score -1133714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1133715.125000 Penalty: 887.724976
	Iteration 31Q: 3 clusters Score -1133715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1133716.125000 Penalty: 887.724976
	Iteration 32Q: 3 clusters Score -1133716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1133718.125000 Penalty: 887.724976
	Iteration 33Q: 3 clusters Score -1133718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1133721.125000 Penalty: 887.724976
	Iteration 34Q: 3 clusters Score -1133721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1133721.250000 Penalty: 887.724976
	Iteration 35Q: 3 clusters Score -1133721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1133720.750000 Penalty: 887.724976
	Iteration 36Q: 3 clusters Score -1133721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1133721.000000 Penalty: 887.724976
	Iteration 37Q: 3 clusters Score -1133721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1133724.125000 Penalty: 887.724976
	Iteration 38Q: 3 clusters Score -1133724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1133726.625000 Penalty: 887.724976
	Iteration 39Q: 3 clusters Score -1133727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1133727.125000 Penalty: 887.724976
	Iteration 40F: 3 clusters Score -1133727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1133724.375000 Penalty: 887.724976
	Iteration 41Q: 3 clusters Score -1133724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1133725.375000 Penalty: 887.724976
	Iteration 42Q: 3 clusters Score -1133725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1133727.500000 Penalty: 887.724976
	Iteration 43Q: 3 clusters Score -1133728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1133729.625000 Penalty: 887.724976
	Iteration 44Q: 3 clusters Score -1133730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1133731.125000 Penalty: 887.724976
	Iteration 45Q: 3 clusters Score -1133731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1133729.875000 Penalty: 887.724976
	Iteration 46Q: 3 clusters Score -1133730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1133730.500000 Penalty: 887.724976
	Iteration 47Q: 3 clusters Score -1133730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1133731.375000 Penalty: 887.724976
	Iteration 48Q: 3 clusters Score -1133731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1133730.750000 Penalty: 887.724976
	Iteration 49Q: 3 clusters Score -1133731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1133732.375000 Penalty: 887.724976
	Iteration 50Q: 3 clusters Score -1133732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1133731.250000 Penalty: 887.724976
	Iteration 51Q: 3 clusters Score -1133731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1133732.375000 Penalty: 887.724976
	Iteration 52Q: 3 clusters Score -1133732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1133732.125000 Penalty: 887.724976
	Iteration 53Q: 3 clusters Score -1133732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1133730.500000 Penalty: 887.724976
	Iteration 54Q: 3 clusters Score -1133730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1133729.250000 Penalty: 887.724976
	Iteration 55Q: 3 clusters Score -1133729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1133730.500000 Penalty: 887.724976
	Iteration 56Q: 3 clusters Score -1133730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1133730.000000 Penalty: 887.724976
	Iteration 57Q: 3 clusters Score -1133730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1133730.375000 Penalty: 887.724976
	Iteration 58Q: 3 clusters Score -1133730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1133731.750000 Penalty: 887.724976
	Iteration 59Q: 3 clusters Score -1133732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1133732.125000 Penalty: 887.724976
	Iteration 60F: 3 clusters Score -1133732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1133732.750000 Penalty: 887.724976
	Iteration 61Q: 3 clusters Score -1133733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1133732.375000 Penalty: 887.724976
	Iteration 62Q: 3 clusters Score -1133732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1133731.875000 Penalty: 887.724976
	Iteration 63Q: 3 clusters Score -1133732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1133732.250000 Penalty: 887.724976
	Iteration 64Q: 3 clusters Score -1133732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1133729.750000 Penalty: 887.724976
	Iteration 65Q: 3 clusters Score -1133730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1133730.125000 Penalty: 887.724976
	Iteration 66Q: 3 clusters Score -1133730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1133730.000000 Penalty: 887.724976
	Iteration 67Q: 3 clusters Score -1133730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1133730.625000 Penalty: 887.724976
	Iteration 68Q: 3 clusters Score -1133731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1133730.625000 Penalty: 887.724976
	Iteration 69F: 3 clusters Score -1133731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (34338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Entering Unmasked Estep 
Score: -2156903.250000 Penalty: 475.202362
	Iteration 0F: 2 clusters Score -2156903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2133761.500000 Penalty: 950.404724
	Iteration 0F: 3 clusters Score -2133762 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2143784.750000 Penalty: 950.404724
	Iteration 1F: 3 clusters Score -2143785 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2144408.750000 Penalty: 950.404724
	Iteration 2Q: 3 clusters Score -2144409 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2145185.250000 Penalty: 950.404724
	Iteration 3Q: 3 clusters Score -2145185 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2146135.750000 Penalty: 950.404724
	Iteration 4F: 3 clusters Score -2146136 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2147253.500000 Penalty: 950.404724
	Iteration 5F: 3 clusters Score -2147254 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2148468.500000 Penalty: 950.404724
	Iteration 6F: 3 clusters Score -2148468 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2149663.000000 Penalty: 950.404724
	Iteration 7F: 3 clusters Score -2149663 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2150638.000000 Penalty: 950.404724
	Iteration 8Q: 3 clusters Score -2150638 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2151230.500000 Penalty: 950.404724
	Iteration 9Q: 3 clusters Score -2151230 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2151497.000000 Penalty: 950.404724
	Iteration 10Q: 3 clusters Score -2151497 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2151630.000000 Penalty: 950.404724
	Iteration 11Q: 3 clusters Score -2151630 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2151687.000000 Penalty: 950.404724
	Iteration 12Q: 3 clusters Score -2151687 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2151731.250000 Penalty: 950.404724
	Iteration 13Q: 3 clusters Score -2151731 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2151774.250000 Penalty: 950.404724
	Iteration 14Q: 3 clusters Score -2151774 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2151794.000000 Penalty: 950.404724
	Iteration 15Q: 3 clusters Score -2151794 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2151829.250000 Penalty: 950.404724
	Iteration 16Q: 3 clusters Score -2151829 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2151853.250000 Penalty: 950.404724
	Iteration 17Q: 3 clusters Score -2151853 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2151870.250000 Penalty: 950.404724
	Iteration 18Q: 3 clusters Score -2151870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2151885.000000 Penalty: 950.404724
	Iteration 19Q: 3 clusters Score -2151885 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2151902.000000 Penalty: 950.404724
	Iteration 20F: 3 clusters Score -2151902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2151921.250000 Penalty: 950.404724
	Iteration 21Q: 3 clusters Score -2151921 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2151929.500000 Penalty: 950.404724
	Iteration 22Q: 3 clusters Score -2151930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2151945.250000 Penalty: 950.404724
	Iteration 23Q: 3 clusters Score -2151945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2151968.000000 Penalty: 950.404724
	Iteration 24Q: 3 clusters Score -2151968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2151992.750000 Penalty: 950.404724
	Iteration 25Q: 3 clusters Score -2151993 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2152017.250000 Penalty: 950.404724
	Iteration 26Q: 3 clusters Score -2152017 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2152038.500000 Penalty: 950.404724
	Iteration 27Q: 3 clusters Score -2152038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2152063.250000 Penalty: 950.404724
	Iteration 28Q: 3 clusters Score -2152063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2152088.250000 Penalty: 950.404724
	Iteration 29Q: 3 clusters Score -2152088 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2152103.500000 Penalty: 950.404724
	Iteration 30Q: 3 clusters Score -2152104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2152124.750000 Penalty: 950.404724
	Iteration 31Q: 3 clusters Score -2152125 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2152141.000000 Penalty: 950.404724
	Iteration 32Q: 3 clusters Score -2152141 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2152152.250000 Penalty: 950.404724
	Iteration 33Q: 3 clusters Score -2152152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2152172.500000 Penalty: 950.404724
	Iteration 34Q: 3 clusters Score -2152172 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2152196.000000 Penalty: 950.404724
	Iteration 35Q: 3 clusters Score -2152196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2152201.500000 Penalty: 950.404724
	Iteration 36Q: 3 clusters Score -2152202 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2152223.750000 Penalty: 950.404724
	Iteration 37Q: 3 clusters Score -2152224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2152255.750000 Penalty: 950.404724
	Iteration 38Q: 3 clusters Score -2152256 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2152282.250000 Penalty: 950.404724
	Iteration 39Q: 3 clusters Score -2152282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2152315.000000 Penalty: 950.404724
	Iteration 40F: 3 clusters Score -2152315 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2152320.250000 Penalty: 950.404724
	Iteration 41Q: 3 clusters Score -2152320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2152340.000000 Penalty: 950.404724
	Iteration 42Q: 3 clusters Score -2152340 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2152357.000000 Penalty: 950.404724
	Iteration 43Q: 3 clusters Score -2152357 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2152383.000000 Penalty: 950.404724
	Iteration 44Q: 3 clusters Score -2152383 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2152412.750000 Penalty: 950.404724
	Iteration 45Q: 3 clusters Score -2152413 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2152458.750000 Penalty: 950.404724
	Iteration 46Q: 3 clusters Score -2152459 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2152491.250000 Penalty: 950.404724
	Iteration 47Q: 3 clusters Score -2152491 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2152543.500000 Penalty: 950.404724
	Iteration 48Q: 3 clusters Score -2152544 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2152594.000000 Penalty: 950.404724
	Iteration 49Q: 3 clusters Score -2152594 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2152650.250000 Penalty: 950.404724
	Iteration 50Q: 3 clusters Score -2152650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2152732.250000 Penalty: 950.404724
	Iteration 51Q: 3 clusters Score -2152732 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2152817.000000 Penalty: 950.404724
	Iteration 52Q: 3 clusters Score -2152817 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2152931.750000 Penalty: 950.404724
	Iteration 53Q: 3 clusters Score -2152932 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2153039.000000 Penalty: 950.404724
	Iteration 54Q: 3 clusters Score -2153039 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -2153163.500000 Penalty: 950.404724
	Iteration 55Q: 3 clusters Score -2153164 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2153334.250000 Penalty: 950.404724
	Iteration 56Q: 3 clusters Score -2153334 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2153504.250000 Penalty: 950.404724
	Iteration 57Q: 3 clusters Score -2153504 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2153684.500000 Penalty: 950.404724
	Iteration 58Q: 3 clusters Score -2153684 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2153875.750000 Penalty: 950.404724
	Iteration 59Q: 3 clusters Score -2153876 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2154071.250000 Penalty: 950.404724
	Iteration 60F: 3 clusters Score -2154071 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -2154275.750000 Penalty: 950.404724
	Iteration 61Q: 3 clusters Score -2154276 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2154464.500000 Penalty: 950.404724
	Iteration 62Q: 3 clusters Score -2154464 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -2154639.250000 Penalty: 950.404724
	Iteration 63Q: 3 clusters Score -2154639 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -2154809.750000 Penalty: 950.404724
	Iteration 64Q: 3 clusters Score -2154810 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -2154956.500000 Penalty: 950.404724
	Iteration 65Q: 3 clusters Score -2154956 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -2155141.500000 Penalty: 950.404724
	Iteration 66Q: 3 clusters Score -2155142 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -2155294.750000 Penalty: 950.404724
	Iteration 67Q: 3 clusters Score -2155295 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -2155454.250000 Penalty: 950.404724
	Iteration 68Q: 3 clusters Score -2155454 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -2155598.500000 Penalty: 950.404724
	Iteration 69Q: 3 clusters Score -2155598 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -2155718.500000 Penalty: 950.404724
	Iteration 70Q: 3 clusters Score -2155718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -2155821.000000 Penalty: 950.404724
	Iteration 71Q: 3 clusters Score -2155821 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -2155927.000000 Penalty: 950.404724
	Iteration 72Q: 3 clusters Score -2155927 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -2156027.000000 Penalty: 950.404724
	Iteration 73Q: 3 clusters Score -2156027 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -2156124.000000 Penalty: 950.404724
	Iteration 74Q: 3 clusters Score -2156124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -2156186.500000 Penalty: 950.404724
	Iteration 75Q: 3 clusters Score -2156186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -2156240.500000 Penalty: 950.404724
	Iteration 76Q: 3 clusters Score -2156240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -2156297.500000 Penalty: 950.404724
	Iteration 77Q: 3 clusters Score -2156298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -2156343.250000 Penalty: 950.404724
	Iteration 78Q: 3 clusters Score -2156343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -2156377.250000 Penalty: 950.404724
	Iteration 79Q: 3 clusters Score -2156377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -2156411.750000 Penalty: 950.404724
	Iteration 80F: 3 clusters Score -2156412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -2156429.500000 Penalty: 950.404724
	Iteration 81Q: 3 clusters Score -2156430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -2156449.250000 Penalty: 950.404724
	Iteration 82Q: 3 clusters Score -2156449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -2156464.500000 Penalty: 950.404724
	Iteration 83Q: 3 clusters Score -2156464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -2156473.000000 Penalty: 950.404724
	Iteration 84Q: 3 clusters Score -2156473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -2156475.000000 Penalty: 950.404724
	Iteration 85Q: 3 clusters Score -2156475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -2156478.000000 Penalty: 950.404724
	Iteration 86Q: 3 clusters Score -2156478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2156482.000000 Penalty: 950.404724
	Iteration 87Q: 3 clusters Score -2156482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -2156483.000000 Penalty: 950.404724
	Iteration 88Q: 3 clusters Score -2156483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -2156483.000000 Penalty: 950.404724
	Iteration 89F: 3 clusters Score -2156483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Entering Unmasked Estep 
Score: -623624.250000 Penalty: 421.064545
	Iteration 0F: 2 clusters Score -623624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -616596.750000 Penalty: 842.129089
	Iteration 0F: 3 clusters Score -616596.8 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -619535.562500 Penalty: 842.129089
	Iteration 1F: 3 clusters Score -619535.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -619802.062500 Penalty: 842.129089
	Iteration 2F: 3 clusters Score -619802.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -620131.875000 Penalty: 842.129089
	Iteration 3F: 3 clusters Score -620131.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -620574.562500 Penalty: 842.129089
	Iteration 4F: 3 clusters Score -620574.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -621149.062500 Penalty: 842.129089
	Iteration 5F: 3 clusters Score -621149.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -621681.062500 Penalty: 842.129089
	Iteration 6F: 3 clusters Score -621681.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -622132.562500 Penalty: 842.129089
	Iteration 7Q: 3 clusters Score -622132.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -622444.750000 Penalty: 842.129089
	Iteration 8Q: 3 clusters Score -622444.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -622628.937500 Penalty: 842.129089
	Iteration 9Q: 3 clusters Score -622628.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -622765.250000 Penalty: 842.129089
	Iteration 10Q: 3 clusters Score -622765.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -622856.687500 Penalty: 842.129089
	Iteration 11Q: 3 clusters Score -622856.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -622951.125000 Penalty: 842.129089
	Iteration 12Q: 3 clusters Score -622951.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -623021.437500 Penalty: 842.129089
	Iteration 13Q: 3 clusters Score -623021.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -623076.750000 Penalty: 842.129089
	Iteration 14Q: 3 clusters Score -623076.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -623121.562500 Penalty: 842.129089
	Iteration 15Q: 3 clusters Score -623121.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -623158.187500 Penalty: 842.129089
	Iteration 16Q: 3 clusters Score -623158.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -623191.187500 Penalty: 842.129089
	Iteration 17Q: 3 clusters Score -623191.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -623209.375000 Penalty: 842.129089
	Iteration 18Q: 3 clusters Score -623209.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -623226.937500 Penalty: 842.129089
	Iteration 19Q: 3 clusters Score -623226.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -623246.937500 Penalty: 842.129089
	Iteration 20F: 3 clusters Score -623246.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -623260.375000 Penalty: 842.129089
	Iteration 21Q: 3 clusters Score -623260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -623266.875000 Penalty: 842.129089
	Iteration 22Q: 3 clusters Score -623266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -623273.875000 Penalty: 842.129089
	Iteration 23Q: 3 clusters Score -623273.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -623278.312500 Penalty: 842.129089
	Iteration 24Q: 3 clusters Score -623278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -623281.125000 Penalty: 842.129089
	Iteration 25Q: 3 clusters Score -623281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -623281.750000 Penalty: 842.129089
	Iteration 26Q: 3 clusters Score -623281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -623282.062500 Penalty: 842.129089
	Iteration 27Q: 3 clusters Score -623282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -623282.062500 Penalty: 842.129089
	Iteration 28F: 3 clusters Score -623282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -146077.109375 Penalty: 355.204681
	Iteration 0F: 2 clusters Score -146077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -144351.140625 Penalty: 710.409363
	Iteration 0F: 3 clusters Score -144351.1 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -144895.437500 Penalty: 710.409363
	Iteration 1F: 3 clusters Score -144895.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -144956.625000 Penalty: 710.409363
	Iteration 2F: 3 clusters Score -144956.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145002.375000 Penalty: 710.409363
	Iteration 3Q: 3 clusters Score -145002.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -145044.531250 Penalty: 710.409363
	Iteration 4Q: 3 clusters Score -145044.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -145085.375000 Penalty: 710.409363
	Iteration 5Q: 3 clusters Score -145085.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -145134.046875 Penalty: 710.409363
	Iteration 6Q: 3 clusters Score -145134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -145180.390625 Penalty: 710.409363
	Iteration 7Q: 3 clusters Score -145180.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -145224.312500 Penalty: 710.409363
	Iteration 8Q: 3 clusters Score -145224.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -145291.781250 Penalty: 710.409363
	Iteration 9Q: 3 clusters Score -145291.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -145384.062500 Penalty: 710.409363
	Iteration 10Q: 3 clusters Score -145384.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -145453.265625 Penalty: 710.409363
	Iteration 11Q: 3 clusters Score -145453.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -145512.312500 Penalty: 710.409363
	Iteration 12Q: 3 clusters Score -145512.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -145565.187500 Penalty: 710.409363
	Iteration 13Q: 3 clusters Score -145565.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -145605.921875 Penalty: 710.409363
	Iteration 14Q: 3 clusters Score -145605.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -145644.281250 Penalty: 710.409363
	Iteration 15Q: 3 clusters Score -145644.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -145668.203125 Penalty: 710.409363
	Iteration 16Q: 3 clusters Score -145668.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -145684.468750 Penalty: 710.409363
	Iteration 17Q: 3 clusters Score -145684.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -145698.406250 Penalty: 710.409363
	Iteration 18Q: 3 clusters Score -145698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -145708.515625 Penalty: 710.409363
	Iteration 19Q: 3 clusters Score -145708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -145715.328125 Penalty: 710.409363
	Iteration 20F: 3 clusters Score -145715.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -145717.406250 Penalty: 710.409363
	Iteration 21Q: 3 clusters Score -145717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -145718.687500 Penalty: 710.409363
	Iteration 22Q: 3 clusters Score -145718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -145718.968750 Penalty: 710.409363
	Iteration 23Q: 3 clusters Score -145719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -145718.968750 Penalty: 710.409363
	Iteration 24F: 3 clusters Score -145719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -44290.781250 Penalty: 306.693634
	Iteration 0F: 2 clusters Score -44290.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43610.160156 Penalty: 613.387268
	Iteration 0F: 3 clusters Score -43610.16 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43827.183594 Penalty: 613.387268
	Iteration 1F: 3 clusters Score -43827.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43895.175781 Penalty: 613.387268
	Iteration 2F: 3 clusters Score -43895.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43942.117188 Penalty: 613.387268
	Iteration 3F: 3 clusters Score -43942.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43989.246094 Penalty: 613.387268
	Iteration 4F: 3 clusters Score -43989.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44043.148438 Penalty: 613.387268
	Iteration 5F: 3 clusters Score -44043.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44079.605469 Penalty: 613.387268
	Iteration 6Q: 3 clusters Score -44079.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44106.453125 Penalty: 613.387268
	Iteration 7Q: 3 clusters Score -44106.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44124.250000 Penalty: 613.387268
	Iteration 8Q: 3 clusters Score -44124.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44139.523438 Penalty: 613.387268
	Iteration 9Q: 3 clusters Score -44139.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44153.097656 Penalty: 613.387268
	Iteration 10Q: 3 clusters Score -44153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44162.003906 Penalty: 613.387268
	Iteration 11Q: 3 clusters Score -44162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44164.320312 Penalty: 613.387268
	Iteration 12Q: 3 clusters Score -44164.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44166.292969 Penalty: 613.387268
	Iteration 13Q: 3 clusters Score -44166.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44166.777344 Penalty: 613.387268
	Iteration 14Q: 3 clusters Score -44166.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44167.078125 Penalty: 613.387268
	Iteration 15Q: 3 clusters Score -44167.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44167.078125 Penalty: 613.387268
	Iteration 16F: 3 clusters Score -44167.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (97882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Entering Unmasked Estep 
Score: -6008019.500000 Penalty: 522.864075
	Iteration 0F: 2 clusters Score -6008020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -5953643.500000 Penalty: 1045.728149
	Iteration 0F: 3 clusters Score -5953644 nChanged 48260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -5983624.000000 Penalty: 1045.728149
	Iteration 1F: 3 clusters Score -5983624 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -5985373.000000 Penalty: 1045.728149
	Iteration 2Q: 3 clusters Score -5985373 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -5988215.500000 Penalty: 1045.728149
	Iteration 3F: 3 clusters Score -5988216 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -5992673.500000 Penalty: 1045.728149
	Iteration 4F: 3 clusters Score -5992674 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -5998053.000000 Penalty: 1045.728149
	Iteration 5F: 3 clusters Score -5998053 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -6003126.500000 Penalty: 1045.728149
	Iteration 6F: 3 clusters Score -6003126 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -6006812.000000 Penalty: 1045.728149
	Iteration 7F: 3 clusters Score -6006812 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -6009066.500000 Penalty: 1045.728149
	Iteration 8Q: 3 clusters Score -6009066 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -6010075.000000 Penalty: 1045.728149
	Iteration 9Q: 3 clusters Score -6010075 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -6010411.000000 Penalty: 1045.728149
	Iteration 10Q: 3 clusters Score -6010411 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -6010424.000000 Penalty: 1045.728149
	Iteration 11Q: 3 clusters Score -6010424 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -6010192.500000 Penalty: 1045.728149
	Iteration 12Q: 3 clusters Score -6010192 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -6009992.000000 Penalty: 1045.728149
	Iteration 13Q: 3 clusters Score -6009992 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -6009528.000000 Penalty: 1045.728149
	Iteration 14Q: 3 clusters Score -6009528 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -6009086.000000 Penalty: 1045.728149
	Iteration 15Q: 3 clusters Score -6009086 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -6008607.000000 Penalty: 1045.728149
	Iteration 16Q: 3 clusters Score -6008607 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -6008474.000000 Penalty: 1045.728149
	Iteration 17Q: 3 clusters Score -6008474 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -6008425.000000 Penalty: 1045.728149
	Iteration 18Q: 3 clusters Score -6008425 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -6008354.000000 Penalty: 1045.728149
	Iteration 19Q: 3 clusters Score -6008354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -6008289.500000 Penalty: 1045.728149
	Iteration 20F: 3 clusters Score -6008290 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -6008186.000000 Penalty: 1045.728149
	Iteration 21Q: 3 clusters Score -6008186 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -6008107.500000 Penalty: 1045.728149
	Iteration 22Q: 3 clusters Score -6008108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -6008058.500000 Penalty: 1045.728149
	Iteration 23Q: 3 clusters Score -6008058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -6008097.000000 Penalty: 1045.728149
	Iteration 24Q: 3 clusters Score -6008097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -6008083.500000 Penalty: 1045.728149
	Iteration 25Q: 3 clusters Score -6008084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -6008043.500000 Penalty: 1045.728149
	Iteration 26Q: 3 clusters Score -6008044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -6007986.500000 Penalty: 1045.728149
	Iteration 27Q: 3 clusters Score -6007986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -6007932.000000 Penalty: 1045.728149
	Iteration 28Q: 3 clusters Score -6007932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -6007923.500000 Penalty: 1045.728149
	Iteration 29Q: 3 clusters Score -6007924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -6007921.500000 Penalty: 1045.728149
	Iteration 30Q: 3 clusters Score -6007922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -6007938.000000 Penalty: 1045.728149
	Iteration 31Q: 3 clusters Score -6007938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -6007928.000000 Penalty: 1045.728149
	Iteration 32Q: 3 clusters Score -6007928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -6007923.000000 Penalty: 1045.728149
	Iteration 33Q: 3 clusters Score -6007923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -6007933.000000 Penalty: 1045.728149
	Iteration 34Q: 3 clusters Score -6007933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -6007926.000000 Penalty: 1045.728149
	Iteration 35Q: 3 clusters Score -6007926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 97517 members 
Entering Unmasked Estep 
Score: -6007920.000000 Penalty: 1045.728149
	Iteration 36Q: 3 clusters Score -6007920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -6007902.000000 Penalty: 1045.728149
	Iteration 37Q: 3 clusters Score -6007902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -6007899.500000 Penalty: 1045.728149
	Iteration 38Q: 3 clusters Score -6007900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -6007896.500000 Penalty: 1045.728149
	Iteration 39Q: 3 clusters Score -6007896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -6007887.000000 Penalty: 1045.728149
	Iteration 40F: 3 clusters Score -6007887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -48089.664062 Penalty: 299.733521
	Iteration 0F: 2 clusters Score -48089.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47446.187500 Penalty: 599.467041
	Iteration 0F: 3 clusters Score -47446.19 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47589.011719 Penalty: 599.467041
	Iteration 1F: 3 clusters Score -47589.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47627.859375 Penalty: 599.467041
	Iteration 2F: 3 clusters Score -47627.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47650.589844 Penalty: 599.467041
	Iteration 3Q: 3 clusters Score -47650.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47668.949219 Penalty: 599.467041
	Iteration 4Q: 3 clusters Score -47668.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47681.527344 Penalty: 599.467041
	Iteration 5Q: 3 clusters Score -47681.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47690.105469 Penalty: 599.467041
	Iteration 6Q: 3 clusters Score -47690.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47698.058594 Penalty: 599.467041
	Iteration 7Q: 3 clusters Score -47698.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47704.757812 Penalty: 599.467041
	Iteration 8Q: 3 clusters Score -47704.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47709.597656 Penalty: 599.467041
	Iteration 9Q: 3 clusters Score -47709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47715.222656 Penalty: 599.467041
	Iteration 10Q: 3 clusters Score -47715.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47720.417969 Penalty: 599.467041
	Iteration 11Q: 3 clusters Score -47720.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47723.367188 Penalty: 599.467041
	Iteration 12Q: 3 clusters Score -47723.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47724.847656 Penalty: 599.467041
	Iteration 13Q: 3 clusters Score -47724.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47725.453125 Penalty: 599.467041
	Iteration 14Q: 3 clusters Score -47725.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47725.453125 Penalty: 599.467041
	Iteration 15F: 3 clusters Score -47725.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -241320.671875 Penalty: 373.893463
	Iteration 0F: 2 clusters Score -241320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -238790.734375 Penalty: 747.786926
	Iteration 0F: 3 clusters Score -238790.7 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -239721.515625 Penalty: 747.786926
	Iteration 1F: 3 clusters Score -239721.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -239861.953125 Penalty: 747.786926
	Iteration 2F: 3 clusters Score -239862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -240032.078125 Penalty: 747.786926
	Iteration 3F: 3 clusters Score -240032.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -240225.187500 Penalty: 747.786926
	Iteration 4F: 3 clusters Score -240225.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -240450.125000 Penalty: 747.786926
	Iteration 5F: 3 clusters Score -240450.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -240629.890625 Penalty: 747.786926
	Iteration 6F: 3 clusters Score -240629.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -240716.328125 Penalty: 747.786926
	Iteration 7Q: 3 clusters Score -240716.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240771.375000 Penalty: 747.786926
	Iteration 8Q: 3 clusters Score -240771.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240796.515625 Penalty: 747.786926
	Iteration 9Q: 3 clusters Score -240796.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240810.734375 Penalty: 747.786926
	Iteration 10Q: 3 clusters Score -240810.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -240818.765625 Penalty: 747.786926
	Iteration 11Q: 3 clusters Score -240818.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -240826.734375 Penalty: 747.786926
	Iteration 12Q: 3 clusters Score -240826.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -240832.468750 Penalty: 747.786926
	Iteration 13Q: 3 clusters Score -240832.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -240838.718750 Penalty: 747.786926
	Iteration 14Q: 3 clusters Score -240838.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -240844.640625 Penalty: 747.786926
	Iteration 15Q: 3 clusters Score -240844.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -240855.906250 Penalty: 747.786926
	Iteration 16Q: 3 clusters Score -240855.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -240868.187500 Penalty: 747.786926
	Iteration 17Q: 3 clusters Score -240868.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -240878.484375 Penalty: 747.786926
	Iteration 18Q: 3 clusters Score -240878.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -240888.078125 Penalty: 747.786926
	Iteration 19Q: 3 clusters Score -240888.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -240896.062500 Penalty: 747.786926
	Iteration 20F: 3 clusters Score -240896.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -240905.375000 Penalty: 747.786926
	Iteration 21Q: 3 clusters Score -240905.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -240915.593750 Penalty: 747.786926
	Iteration 22Q: 3 clusters Score -240915.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -240928.437500 Penalty: 747.786926
	Iteration 23Q: 3 clusters Score -240928.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -240938.359375 Penalty: 747.786926
	Iteration 24Q: 3 clusters Score -240938.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -240943.640625 Penalty: 747.786926
	Iteration 25Q: 3 clusters Score -240943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -240950.906250 Penalty: 747.786926
	Iteration 26Q: 3 clusters Score -240950.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -240957.000000 Penalty: 747.786926
	Iteration 27Q: 3 clusters Score -240957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -240959.718750 Penalty: 747.786926
	Iteration 28Q: 3 clusters Score -240959.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -240961.531250 Penalty: 747.786926
	Iteration 29Q: 3 clusters Score -240961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -240963.734375 Penalty: 747.786926
	Iteration 30Q: 3 clusters Score -240963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -240965.468750 Penalty: 747.786926
	Iteration 31Q: 3 clusters Score -240965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -240968.531250 Penalty: 747.786926
	Iteration 32Q: 3 clusters Score -240968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -240972.390625 Penalty: 747.786926
	Iteration 33Q: 3 clusters Score -240972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -240979.015625 Penalty: 747.786926
	Iteration 34Q: 3 clusters Score -240979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -240983.671875 Penalty: 747.786926
	Iteration 35Q: 3 clusters Score -240983.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -240987.093750 Penalty: 747.786926
	Iteration 36Q: 3 clusters Score -240987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -240988.546875 Penalty: 747.786926
	Iteration 37Q: 3 clusters Score -240988.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -240991.093750 Penalty: 747.786926
	Iteration 38Q: 3 clusters Score -240991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -240995.046875 Penalty: 747.786926
	Iteration 39Q: 3 clusters Score -240995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -240997.968750 Penalty: 747.786926
	Iteration 40F: 3 clusters Score -240998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -241000.187500 Penalty: 747.786926
	Iteration 41Q: 3 clusters Score -241000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -241002.578125 Penalty: 747.786926
	Iteration 42Q: 3 clusters Score -241002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -241004.281250 Penalty: 747.786926
	Iteration 43Q: 3 clusters Score -241004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -241005.484375 Penalty: 747.786926
	Iteration 44Q: 3 clusters Score -241005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -241006.140625 Penalty: 747.786926
	Iteration 45Q: 3 clusters Score -241006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -241007.000000 Penalty: 747.786926
	Iteration 46Q: 3 clusters Score -241007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -241008.015625 Penalty: 747.786926
	Iteration 47Q: 3 clusters Score -241008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -241008.781250 Penalty: 747.786926
	Iteration 48Q: 3 clusters Score -241008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -241010.218750 Penalty: 747.786926
	Iteration 49Q: 3 clusters Score -241010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -241013.031250 Penalty: 747.786926
	Iteration 50Q: 3 clusters Score -241013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -241014.515625 Penalty: 747.786926
	Iteration 51Q: 3 clusters Score -241014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -241017.671875 Penalty: 747.786926
	Iteration 52Q: 3 clusters Score -241017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -241019.046875 Penalty: 747.786926
	Iteration 53Q: 3 clusters Score -241019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -241020.140625 Penalty: 747.786926
	Iteration 54Q: 3 clusters Score -241020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -241021.890625 Penalty: 747.786926
	Iteration 55Q: 3 clusters Score -241021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -241023.796875 Penalty: 747.786926
	Iteration 56Q: 3 clusters Score -241023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -241025.312500 Penalty: 747.786926
	Iteration 57Q: 3 clusters Score -241025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -241028.218750 Penalty: 747.786926
	Iteration 58Q: 3 clusters Score -241028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -241030.328125 Penalty: 747.786926
	Iteration 59Q: 3 clusters Score -241030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -241031.093750 Penalty: 747.786926
	Iteration 60F: 3 clusters Score -241031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -241031.390625 Penalty: 747.786926
	Iteration 61Q: 3 clusters Score -241031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -241031.390625 Penalty: 747.786926
	Iteration 62F: 3 clusters Score -241031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 60337 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25841 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 39322 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 41728 members 
Mstep: Class 15 contains 44043 members 
Mstep: Class 16 contains 12289 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 23789 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 5439 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 39122 members 
Mstep: Class 29 contains 90497 members 
Mstep: Class 30 contains 17244 members 
Mstep: Class 31 contains 34338 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 97882 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213044.000000 Penalty: 23262.234375
Iteration 439Q: 39 clusters Score -4.221304e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 61450 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25838 members 
Mstep: Class 6 contains 20121 members 
Mstep: Class 7 contains 39268 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 41750 members 
Mstep: Class 15 contains 44055 members 
Mstep: Class 16 contains 12311 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 3193 members 
Mstep: Class 23 contains 23797 members 
Mstep: Class 24 contains 4915 members 
Mstep: Class 25 contains 5492 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 39133 members 
Mstep: Class 29 contains 90737 members 
Mstep: Class 30 contains 17254 members 
Mstep: Class 31 contains 34691 members 
Mstep: Class 32 contains 10437 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 98128 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 83699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214716.000000 Penalty: 23262.234375
Iteration 440F: 39 clusters Score -4.221472e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 62457 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25847 members 
Mstep: Class 6 contains 19947 members 
Mstep: Class 7 contains 39189 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 1503 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 41744 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 12329 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 3189 members 
Mstep: Class 23 contains 23838 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 39134 members 
Mstep: Class 29 contains 90526 members 
Mstep: Class 30 contains 17275 members 
Mstep: Class 31 contains 34964 members 
Mstep: Class 32 contains 10429 members 
Mstep: Class 33 contains 2441 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 96784 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 84079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215576.000000 Penalty: 23262.234375
Iteration 441Q: 39 clusters Score -4.221558e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 63315 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25860 members 
Mstep: Class 6 contains 19776 members 
Mstep: Class 7 contains 39125 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6845 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 41734 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 23821 members 
Mstep: Class 24 contains 4809 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 39176 members 
Mstep: Class 29 contains 90291 members 
Mstep: Class 30 contains 17294 members 
Mstep: Class 31 contains 35202 members 
Mstep: Class 32 contains 10421 members 
Mstep: Class 33 contains 2435 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 95598 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 3703 members 
Mstep: Class 38 contains 84524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216532.000000 Penalty: 23262.234375
Iteration 442Q: 39 clusters Score -4.221653e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 64117 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25865 members 
Mstep: Class 6 contains 19621 members 
Mstep: Class 7 contains 39067 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 41717 members 
Mstep: Class 15 contains 44044 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 23743 members 
Mstep: Class 24 contains 4758 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 39238 members 
Mstep: Class 29 contains 90086 members 
Mstep: Class 30 contains 17310 members 
Mstep: Class 31 contains 35431 members 
Mstep: Class 32 contains 10423 members 
Mstep: Class 33 contains 2429 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 94649 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 84845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216948.000000 Penalty: 23262.234375
Iteration 443Q: 39 clusters Score -4.221695e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 64826 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25864 members 
Mstep: Class 6 contains 19497 members 
Mstep: Class 7 contains 39008 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 41710 members 
Mstep: Class 15 contains 44039 members 
Mstep: Class 16 contains 12283 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 3169 members 
Mstep: Class 23 contains 23633 members 
Mstep: Class 24 contains 4705 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 39301 members 
Mstep: Class 29 contains 89927 members 
Mstep: Class 30 contains 17330 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 10432 members 
Mstep: Class 33 contains 2422 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 93843 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 85079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217512.000000 Penalty: 23262.234375
Iteration 444Q: 39 clusters Score -4.221751e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 65400 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25863 members 
Mstep: Class 6 contains 19372 members 
Mstep: Class 7 contains 38943 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 7326 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41689 members 
Mstep: Class 15 contains 44032 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 23507 members 
Mstep: Class 24 contains 4656 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 39378 members 
Mstep: Class 29 contains 89789 members 
Mstep: Class 30 contains 17341 members 
Mstep: Class 31 contains 35810 members 
Mstep: Class 32 contains 10432 members 
Mstep: Class 33 contains 2415 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 93184 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 85308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218248.000000 Penalty: 23262.234375
Iteration 445Q: 39 clusters Score -4.221825e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 65911 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25865 members 
Mstep: Class 6 contains 19231 members 
Mstep: Class 7 contains 38881 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41672 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 23356 members 
Mstep: Class 24 contains 4611 members 
Mstep: Class 25 contains 5459 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39454 members 
Mstep: Class 29 contains 89640 members 
Mstep: Class 30 contains 17349 members 
Mstep: Class 31 contains 36011 members 
Mstep: Class 32 contains 10428 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 92814 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 85376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218844.000000 Penalty: 23262.234375
Iteration 446Q: 39 clusters Score -4.221884e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 66379 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25867 members 
Mstep: Class 6 contains 19097 members 
Mstep: Class 7 contains 38814 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 7625 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 41652 members 
Mstep: Class 15 contains 44025 members 
Mstep: Class 16 contains 12229 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 23222 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 5447 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39517 members 
Mstep: Class 29 contains 89518 members 
Mstep: Class 30 contains 17353 members 
Mstep: Class 31 contains 36214 members 
Mstep: Class 32 contains 10428 members 
Mstep: Class 33 contains 2410 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 92514 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 85399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219228.000000 Penalty: 23262.234375
Iteration 447Q: 39 clusters Score -4.221923e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 66774 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25864 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 38760 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41645 members 
Mstep: Class 15 contains 44023 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 4555 members 
Mstep: Class 25 contains 5429 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39598 members 
Mstep: Class 29 contains 89421 members 
Mstep: Class 30 contains 17362 members 
Mstep: Class 31 contains 36404 members 
Mstep: Class 32 contains 10431 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 92259 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 85378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219400.000000 Penalty: 23262.234375
Iteration 448Q: 39 clusters Score -4.22194e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67145 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25867 members 
Mstep: Class 6 contains 18838 members 
Mstep: Class 7 contains 38717 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 1381 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41644 members 
Mstep: Class 15 contains 44024 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2696 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 22955 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 5421 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39710 members 
Mstep: Class 29 contains 89368 members 
Mstep: Class 30 contains 17369 members 
Mstep: Class 31 contains 36585 members 
Mstep: Class 32 contains 10421 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 92013 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 85280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219680.000000 Penalty: 23262.234375
Iteration 449Q: 39 clusters Score -4.221968e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 67524 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25871 members 
Mstep: Class 6 contains 18746 members 
Mstep: Class 7 contains 38690 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 8042 members 
Mstep: Class 13 contains 1255 members 
Mstep: Class 14 contains 41647 members 
Mstep: Class 15 contains 44029 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2681 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 22806 members 
Mstep: Class 24 contains 4513 members 
Mstep: Class 25 contains 5404 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 39778 members 
Mstep: Class 29 contains 89330 members 
Mstep: Class 30 contains 17373 members 
Mstep: Class 31 contains 36748 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 91792 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3700 members 
Mstep: Class 38 contains 85195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220024.000000 Penalty: 23262.234375
Iteration 450Q: 39 clusters Score -4.222002e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67868 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25870 members 
Mstep: Class 6 contains 18670 members 
Mstep: Class 7 contains 38666 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 8136 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41662 members 
Mstep: Class 15 contains 44029 members 
Mstep: Class 16 contains 12070 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 22683 members 
Mstep: Class 24 contains 4489 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 39848 members 
Mstep: Class 29 contains 89269 members 
Mstep: Class 30 contains 17380 members 
Mstep: Class 31 contains 36915 members 
Mstep: Class 32 contains 10401 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 91601 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 85091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220388.000000 Penalty: 23262.234375
Iteration 451Q: 39 clusters Score -4.222039e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 68231 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25862 members 
Mstep: Class 6 contains 18647 members 
Mstep: Class 7 contains 38641 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 1357 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 8244 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41664 members 
Mstep: Class 15 contains 44024 members 
Mstep: Class 16 contains 12033 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3115 members 
Mstep: Class 23 contains 22537 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 5381 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2195 members 
Mstep: Class 28 contains 39889 members 
Mstep: Class 29 contains 89223 members 
Mstep: Class 30 contains 17384 members 
Mstep: Class 31 contains 37069 members 
Mstep: Class 32 contains 10392 members 
Mstep: Class 33 contains 2379 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 91386 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 85000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220956.000000 Penalty: 23262.234375
Iteration 452Q: 39 clusters Score -4.222096e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 68614 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25862 members 
Mstep: Class 6 contains 18645 members 
Mstep: Class 7 contains 38639 members 
Mstep: Class 8 contains 4743 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 1353 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41663 members 
Mstep: Class 15 contains 44013 members 
Mstep: Class 16 contains 11998 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 22395 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 5372 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 39906 members 
Mstep: Class 29 contains 89140 members 
Mstep: Class 30 contains 17391 members 
Mstep: Class 31 contains 37203 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 91184 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 84942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221588.000000 Penalty: 23262.234375
Iteration 453Q: 39 clusters Score -4.222159e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69029 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25863 members 
Mstep: Class 6 contains 18632 members 
Mstep: Class 7 contains 38635 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 1349 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 8352 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41669 members 
Mstep: Class 15 contains 43998 members 
Mstep: Class 16 contains 11966 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 717 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 3091 members 
Mstep: Class 23 contains 22244 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 5365 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 39925 members 
Mstep: Class 29 contains 89063 members 
Mstep: Class 30 contains 17396 members 
Mstep: Class 31 contains 37340 members 
Mstep: Class 32 contains 10359 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 90997 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 84887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221996.000000 Penalty: 23262.234375
Iteration 454Q: 39 clusters Score -4.2222e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69443 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25864 members 
Mstep: Class 6 contains 18662 members 
Mstep: Class 7 contains 38618 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 1085 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 41670 members 
Mstep: Class 15 contains 43982 members 
Mstep: Class 16 contains 11925 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 22065 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 39938 members 
Mstep: Class 29 contains 89018 members 
Mstep: Class 30 contains 17395 members 
Mstep: Class 31 contains 37474 members 
Mstep: Class 32 contains 10347 members 
Mstep: Class 33 contains 2359 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 90825 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 84823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222544.000000 Penalty: 23262.234375
Iteration 455Q: 39 clusters Score -4.222254e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 69835 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25864 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 38607 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 41672 members 
Mstep: Class 15 contains 43968 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 21858 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 39959 members 
Mstep: Class 29 contains 88987 members 
Mstep: Class 30 contains 17393 members 
Mstep: Class 31 contains 37593 members 
Mstep: Class 32 contains 10345 members 
Mstep: Class 33 contains 2355 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 90700 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 84744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222680.000000 Penalty: 23262.234375
Iteration 456Q: 39 clusters Score -4.222268e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 70226 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25861 members 
Mstep: Class 6 contains 18711 members 
Mstep: Class 7 contains 38596 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 1321 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41674 members 
Mstep: Class 15 contains 43954 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 21649 members 
Mstep: Class 24 contains 4300 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 39988 members 
Mstep: Class 29 contains 88950 members 
Mstep: Class 30 contains 17390 members 
Mstep: Class 31 contains 37707 members 
Mstep: Class 32 contains 10345 members 
Mstep: Class 33 contains 2341 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 90564 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 84678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223120.000000 Penalty: 23262.234375
Iteration 457Q: 39 clusters Score -4.222312e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 70609 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25859 members 
Mstep: Class 6 contains 18732 members 
Mstep: Class 7 contains 38597 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 8446 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41681 members 
Mstep: Class 15 contains 43941 members 
Mstep: Class 16 contains 11841 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 23 contains 21422 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2218 members 
Mstep: Class 28 contains 40045 members 
Mstep: Class 29 contains 88910 members 
Mstep: Class 30 contains 17391 members 
Mstep: Class 31 contains 37804 members 
Mstep: Class 32 contains 10341 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 90428 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 84624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223448.000000 Penalty: 23262.234375
Iteration 458Q: 39 clusters Score -4.222345e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 71007 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25853 members 
Mstep: Class 6 contains 18752 members 
Mstep: Class 7 contains 38600 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 12 contains 8452 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41689 members 
Mstep: Class 15 contains 43923 members 
Mstep: Class 16 contains 11807 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3096 members 
Mstep: Class 23 contains 21200 members 
Mstep: Class 24 contains 4232 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2222 members 
Mstep: Class 28 contains 40099 members 
Mstep: Class 29 contains 88904 members 
Mstep: Class 30 contains 17391 members 
Mstep: Class 31 contains 37898 members 
Mstep: Class 32 contains 10334 members 
Mstep: Class 33 contains 2317 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 90269 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 84566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224036.000000 Penalty: 23262.234375
Iteration 459Q: 39 clusters Score -4.222404e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 71425 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25840 members 
Mstep: Class 6 contains 18768 members 
Mstep: Class 7 contains 38628 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 41693 members 
Mstep: Class 15 contains 43893 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 3094 members 
Mstep: Class 23 contains 20963 members 
Mstep: Class 24 contains 4197 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2223 members 
Mstep: Class 28 contains 40181 members 
Mstep: Class 29 contains 88912 members 
Mstep: Class 30 contains 17393 members 
Mstep: Class 31 contains 37981 members 
Mstep: Class 32 contains 10324 members 
Mstep: Class 33 contains 2309 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 90158 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 84430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224328.000000 Penalty: 23262.234375
Iteration 460F: 39 clusters Score -4.222433e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 71829 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25831 members 
Mstep: Class 6 contains 18804 members 
Mstep: Class 7 contains 38656 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 1255 members 
Mstep: Class 14 contains 41688 members 
Mstep: Class 15 contains 43877 members 
Mstep: Class 16 contains 11732 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 20757 members 
Mstep: Class 24 contains 4171 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2224 members 
Mstep: Class 28 contains 40260 members 
Mstep: Class 29 contains 88905 members 
Mstep: Class 30 contains 17391 members 
Mstep: Class 31 contains 38073 members 
Mstep: Class 32 contains 10311 members 
Mstep: Class 33 contains 2305 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 90024 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 84320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225000.000000 Penalty: 23262.234375
Iteration 461Q: 39 clusters Score -4.2225e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 72230 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25824 members 
Mstep: Class 6 contains 18838 members 
Mstep: Class 7 contains 38690 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 41696 members 
Mstep: Class 15 contains 43869 members 
Mstep: Class 16 contains 11687 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 20581 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2225 members 
Mstep: Class 28 contains 40332 members 
Mstep: Class 29 contains 88929 members 
Mstep: Class 30 contains 17387 members 
Mstep: Class 31 contains 38149 members 
Mstep: Class 32 contains 10290 members 
Mstep: Class 33 contains 2297 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 89853 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 84206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225564.000000 Penalty: 23262.234375
Iteration 462Q: 39 clusters Score -4.222556e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 72640 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25820 members 
Mstep: Class 6 contains 18883 members 
Mstep: Class 7 contains 38722 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 41700 members 
Mstep: Class 15 contains 43858 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 20382 members 
Mstep: Class 24 contains 4105 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 2226 members 
Mstep: Class 28 contains 40425 members 
Mstep: Class 29 contains 88929 members 
Mstep: Class 30 contains 17386 members 
Mstep: Class 31 contains 38221 members 
Mstep: Class 32 contains 10272 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 89708 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 84099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225980.000000 Penalty: 23262.234375
Iteration 463Q: 39 clusters Score -4.222598e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 73075 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25817 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 38750 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 8176 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 41698 members 
Mstep: Class 15 contains 43836 members 
Mstep: Class 16 contains 11610 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 3090 members 
Mstep: Class 23 contains 20153 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2229 members 
Mstep: Class 28 contains 40532 members 
Mstep: Class 29 contains 88926 members 
Mstep: Class 30 contains 17394 members 
Mstep: Class 31 contains 38260 members 
Mstep: Class 32 contains 10251 members 
Mstep: Class 33 contains 2279 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 89564 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 83980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226696.000000 Penalty: 23262.234375
Iteration 464Q: 39 clusters Score -4.22267e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 73494 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25816 members 
Mstep: Class 6 contains 19044 members 
Mstep: Class 7 contains 38770 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 8095 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 41698 members 
Mstep: Class 15 contains 43830 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 3088 members 
Mstep: Class 23 contains 19944 members 
Mstep: Class 24 contains 4047 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2231 members 
Mstep: Class 28 contains 40646 members 
Mstep: Class 29 contains 88919 members 
Mstep: Class 30 contains 17386 members 
Mstep: Class 31 contains 38297 members 
Mstep: Class 32 contains 10232 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 89413 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 83852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227040.000000 Penalty: 23262.234375
Iteration 465Q: 39 clusters Score -4.222704e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 73830 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25818 members 
Mstep: Class 6 contains 19151 members 
Mstep: Class 7 contains 38789 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 8044 members 
Mstep: Class 13 contains 1251 members 
Mstep: Class 14 contains 41702 members 
Mstep: Class 15 contains 43815 members 
Mstep: Class 16 contains 11543 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 720 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 19742 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2233 members 
Mstep: Class 28 contains 40733 members 
Mstep: Class 29 contains 88896 members 
Mstep: Class 30 contains 17390 members 
Mstep: Class 31 contains 38321 members 
Mstep: Class 32 contains 10216 members 
Mstep: Class 33 contains 2269 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 89160 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 83896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227420.000000 Penalty: 23262.234375
Iteration 466Q: 39 clusters Score -4.222742e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 74068 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25820 members 
Mstep: Class 6 contains 19284 members 
Mstep: Class 7 contains 38816 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 41708 members 
Mstep: Class 15 contains 43809 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 3093 members 
Mstep: Class 23 contains 19525 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2233 members 
Mstep: Class 28 contains 40810 members 
Mstep: Class 29 contains 88853 members 
Mstep: Class 30 contains 17392 members 
Mstep: Class 31 contains 38349 members 
Mstep: Class 32 contains 10209 members 
Mstep: Class 33 contains 2265 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 88964 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 83953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227440.000000 Penalty: 23262.234375
Iteration 467Q: 39 clusters Score -4.222744e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74231 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25823 members 
Mstep: Class 6 contains 19424 members 
Mstep: Class 7 contains 38855 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 7953 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 41716 members 
Mstep: Class 15 contains 43806 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 3965 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2236 members 
Mstep: Class 28 contains 40867 members 
Mstep: Class 29 contains 88814 members 
Mstep: Class 30 contains 17387 members 
Mstep: Class 31 contains 38399 members 
Mstep: Class 32 contains 10198 members 
Mstep: Class 33 contains 2258 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 88849 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 84046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227672.000000 Penalty: 23262.234375
Iteration 468Q: 39 clusters Score -4.222767e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74361 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25833 members 
Mstep: Class 6 contains 19561 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 41725 members 
Mstep: Class 15 contains 43795 members 
Mstep: Class 16 contains 11468 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 22 contains 3084 members 
Mstep: Class 23 contains 19067 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2238 members 
Mstep: Class 28 contains 40919 members 
Mstep: Class 29 contains 88800 members 
Mstep: Class 30 contains 17384 members 
Mstep: Class 31 contains 38423 members 
Mstep: Class 32 contains 10178 members 
Mstep: Class 33 contains 2253 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88753 members 
Mstep: Class 36 contains 701 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 84162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227856.000000 Penalty: 23262.234375
Iteration 469Q: 39 clusters Score -4.222786e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74515 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25839 members 
Mstep: Class 6 contains 19696 members 
Mstep: Class 7 contains 38905 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 7819 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 41735 members 
Mstep: Class 15 contains 43786 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 18856 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 40958 members 
Mstep: Class 29 contains 88783 members 
Mstep: Class 30 contains 17390 members 
Mstep: Class 31 contains 38440 members 
Mstep: Class 32 contains 10155 members 
Mstep: Class 33 contains 2244 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 88663 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 84277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227944.000000 Penalty: 23262.234375
Iteration 470Q: 39 clusters Score -4.222794e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 74630 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25841 members 
Mstep: Class 6 contains 19850 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 4827 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 41741 members 
Mstep: Class 15 contains 43786 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 18643 members 
Mstep: Class 24 contains 3869 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2257 members 
Mstep: Class 28 contains 40964 members 
Mstep: Class 29 contains 88786 members 
Mstep: Class 30 contains 17386 members 
Mstep: Class 31 contains 38447 members 
Mstep: Class 32 contains 10129 members 
Mstep: Class 33 contains 2234 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 88549 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 84455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228264.000000 Penalty: 23262.234375
Iteration 471Q: 39 clusters Score -4.222826e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74708 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25839 members 
Mstep: Class 6 contains 20010 members 
Mstep: Class 7 contains 38956 members 
Mstep: Class 8 contains 4832 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 41750 members 
Mstep: Class 15 contains 43782 members 
Mstep: Class 16 contains 11402 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 18432 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 5303 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 40980 members 
Mstep: Class 29 contains 88769 members 
Mstep: Class 30 contains 17388 members 
Mstep: Class 31 contains 38453 members 
Mstep: Class 32 contains 10100 members 
Mstep: Class 33 contains 2226 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 88528 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 84603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228400.000000 Penalty: 23262.234375
Iteration 472Q: 39 clusters Score -4.22284e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74746 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25836 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 38995 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 7556 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 41760 members 
Mstep: Class 15 contains 43778 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2279 members 
Mstep: Class 28 contains 40971 members 
Mstep: Class 29 contains 88780 members 
Mstep: Class 30 contains 17390 members 
Mstep: Class 31 contains 38463 members 
Mstep: Class 32 contains 10087 members 
Mstep: Class 33 contains 2220 members 
Mstep: Class 34 contains 851 members 
Mstep: Class 35 contains 88492 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 84763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228416.000000 Penalty: 23262.234375
Iteration 473Q: 39 clusters Score -4.222842e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74777 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25832 members 
Mstep: Class 6 contains 20386 members 
Mstep: Class 7 contains 39050 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 41759 members 
Mstep: Class 15 contains 43784 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 17965 members 
Mstep: Class 24 contains 3767 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 40922 members 
Mstep: Class 29 contains 88804 members 
Mstep: Class 30 contains 17388 members 
Mstep: Class 31 contains 38467 members 
Mstep: Class 32 contains 10084 members 
Mstep: Class 33 contains 2216 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 88507 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 84893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228096.000000 Penalty: 23262.234375
Iteration 474Q: 39 clusters Score -4.22281e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 74737 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25829 members 
Mstep: Class 6 contains 20590 members 
Mstep: Class 7 contains 39109 members 
Mstep: Class 8 contains 4844 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 7412 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 41756 members 
Mstep: Class 15 contains 43793 members 
Mstep: Class 16 contains 11332 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3069 members 
Mstep: Class 23 contains 17741 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 40859 members 
Mstep: Class 29 contains 88842 members 
Mstep: Class 30 contains 17378 members 
Mstep: Class 31 contains 38474 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 33 contains 2214 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 88506 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 85047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228380.000000 Penalty: 23262.234375
Iteration 475Q: 39 clusters Score -4.222838e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 74713 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25830 members 
Mstep: Class 6 contains 20772 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 4848 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 41751 members 
Mstep: Class 15 contains 43789 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 17515 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 5285 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 40834 members 
Mstep: Class 29 contains 88889 members 
Mstep: Class 30 contains 17379 members 
Mstep: Class 31 contains 38468 members 
Mstep: Class 32 contains 10066 members 
Mstep: Class 33 contains 2215 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88535 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 85139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228240.000000 Penalty: 23262.234375
Iteration 476Q: 39 clusters Score -4.222824e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 74671 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25827 members 
Mstep: Class 6 contains 20928 members 
Mstep: Class 7 contains 39205 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 7293 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 41755 members 
Mstep: Class 15 contains 43785 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 17303 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 40840 members 
Mstep: Class 29 contains 88929 members 
Mstep: Class 30 contains 17384 members 
Mstep: Class 31 contains 38468 members 
Mstep: Class 32 contains 10060 members 
Mstep: Class 33 contains 2213 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88522 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 85255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228288.000000 Penalty: 23262.234375
Iteration 477Q: 39 clusters Score -4.222829e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 74628 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25824 members 
Mstep: Class 6 contains 21092 members 
Mstep: Class 7 contains 39240 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 1383 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 7241 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 41757 members 
Mstep: Class 15 contains 43787 members 
Mstep: Class 16 contains 11289 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 17080 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 5258 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 40851 members 
Mstep: Class 29 contains 88973 members 
Mstep: Class 30 contains 17384 members 
Mstep: Class 31 contains 38467 members 
Mstep: Class 32 contains 10045 members 
Mstep: Class 33 contains 2213 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88551 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 85337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228380.000000 Penalty: 23262.234375
Iteration 478Q: 39 clusters Score -4.222838e+07 nChanged 1442
Entering ConstructFrom: 
Score: -42228380.000000 Penalty: 23262.234375
Entering ConstructFrom: 
Trying to split cluster 1 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -54062.917969 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -54062.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53384.945312 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -53384.95 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53593.601562 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -53593.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53630.777344 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -53630.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53658.468750 Penalty: 612.414001
	Iteration 3Q: 3 clusters Score -53658.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53688.898438 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -53688.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53718.417969 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -53718.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53745.128906 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -53745.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53772.527344 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -53772.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53799.199219 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -53799.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53818.808594 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -53818.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53835.148438 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -53835.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53855.937500 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -53855.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53867.574219 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -53867.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53874.167969 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -53874.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53879.910156 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -53879.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53884.414062 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -53884.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53886.136719 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -53886.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53887.058594 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -53887.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53887.058594 Penalty: 612.414001
	Iteration 18F: 3 clusters Score -53887.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Entering Unmasked Estep 
Score: -4765895.500000 Penalty: 510.529663
	Iteration 0F: 2 clusters Score -4765896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4716384.000000 Penalty: 1021.059326
	Iteration 0F: 3 clusters Score -4716384 nChanged 36631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4738293.000000 Penalty: 1021.059326
	Iteration 1F: 3 clusters Score -4738293 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4738827.500000 Penalty: 1021.059326
	Iteration 2Q: 3 clusters Score -4738828 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4739412.000000 Penalty: 1021.059326
	Iteration 3Q: 3 clusters Score -4739412 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -4740056.500000 Penalty: 1021.059326
	Iteration 4Q: 3 clusters Score -4740056 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4740994.000000 Penalty: 1021.059326
	Iteration 5Q: 3 clusters Score -4740994 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4742453.000000 Penalty: 1021.059326
	Iteration 6Q: 3 clusters Score -4742453 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -4744646.000000 Penalty: 1021.059326
	Iteration 7F: 3 clusters Score -4744646 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -4748030.500000 Penalty: 1021.059326
	Iteration 8F: 3 clusters Score -4748030 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -4751552.500000 Penalty: 1021.059326
	Iteration 9F: 3 clusters Score -4751552 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -4753555.500000 Penalty: 1021.059326
	Iteration 10F: 3 clusters Score -4753556 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -4754290.500000 Penalty: 1021.059326
	Iteration 11Q: 3 clusters Score -4754290 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -4754498.500000 Penalty: 1021.059326
	Iteration 12Q: 3 clusters Score -4754498 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -4754630.500000 Penalty: 1021.059326
	Iteration 13Q: 3 clusters Score -4754630 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -4754750.000000 Penalty: 1021.059326
	Iteration 14Q: 3 clusters Score -4754750 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -4754861.500000 Penalty: 1021.059326
	Iteration 15Q: 3 clusters Score -4754862 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -4754998.500000 Penalty: 1021.059326
	Iteration 16Q: 3 clusters Score -4754998 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -4755129.500000 Penalty: 1021.059326
	Iteration 17Q: 3 clusters Score -4755130 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -4755241.500000 Penalty: 1021.059326
	Iteration 18Q: 3 clusters Score -4755242 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -4755373.500000 Penalty: 1021.059326
	Iteration 19Q: 3 clusters Score -4755374 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -4755540.500000 Penalty: 1021.059326
	Iteration 20F: 3 clusters Score -4755540 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -4755742.000000 Penalty: 1021.059326
	Iteration 21Q: 3 clusters Score -4755742 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -4755943.500000 Penalty: 1021.059326
	Iteration 22Q: 3 clusters Score -4755944 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -4756185.000000 Penalty: 1021.059326
	Iteration 23Q: 3 clusters Score -4756185 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -4756415.500000 Penalty: 1021.059326
	Iteration 24Q: 3 clusters Score -4756416 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -4756653.000000 Penalty: 1021.059326
	Iteration 25Q: 3 clusters Score -4756653 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -4756911.500000 Penalty: 1021.059326
	Iteration 26Q: 3 clusters Score -4756912 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -4757214.000000 Penalty: 1021.059326
	Iteration 27Q: 3 clusters Score -4757214 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -4757511.000000 Penalty: 1021.059326
	Iteration 28Q: 3 clusters Score -4757511 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -4757810.000000 Penalty: 1021.059326
	Iteration 29Q: 3 clusters Score -4757810 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -4758141.000000 Penalty: 1021.059326
	Iteration 30Q: 3 clusters Score -4758141 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -4758582.500000 Penalty: 1021.059326
	Iteration 31Q: 3 clusters Score -4758582 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -4759032.000000 Penalty: 1021.059326
	Iteration 32Q: 3 clusters Score -4759032 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -4759506.500000 Penalty: 1021.059326
	Iteration 33Q: 3 clusters Score -4759506 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -4759964.000000 Penalty: 1021.059326
	Iteration 34Q: 3 clusters Score -4759964 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -4760517.000000 Penalty: 1021.059326
	Iteration 35Q: 3 clusters Score -4760517 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -4761122.000000 Penalty: 1021.059326
	Iteration 36Q: 3 clusters Score -4761122 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -4761716.000000 Penalty: 1021.059326
	Iteration 37Q: 3 clusters Score -4761716 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -4762266.000000 Penalty: 1021.059326
	Iteration 38Q: 3 clusters Score -4762266 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -4762840.500000 Penalty: 1021.059326
	Iteration 39Q: 3 clusters Score -4762840 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -4763365.000000 Penalty: 1021.059326
	Iteration 40F: 3 clusters Score -4763365 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -4763872.500000 Penalty: 1021.059326
	Iteration 41Q: 3 clusters Score -4763872 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -4764325.000000 Penalty: 1021.059326
	Iteration 42Q: 3 clusters Score -4764325 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -4764648.500000 Penalty: 1021.059326
	Iteration 43Q: 3 clusters Score -4764648 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -4764968.000000 Penalty: 1021.059326
	Iteration 44Q: 3 clusters Score -4764968 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -4765187.000000 Penalty: 1021.059326
	Iteration 45Q: 3 clusters Score -4765187 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -4765360.000000 Penalty: 1021.059326
	Iteration 46Q: 3 clusters Score -4765360 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -4765474.000000 Penalty: 1021.059326
	Iteration 47Q: 3 clusters Score -4765474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -4765521.500000 Penalty: 1021.059326
	Iteration 48Q: 3 clusters Score -4765522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -4765589.500000 Penalty: 1021.059326
	Iteration 49Q: 3 clusters Score -4765590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -4765618.000000 Penalty: 1021.059326
	Iteration 50Q: 3 clusters Score -4765618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -4765629.500000 Penalty: 1021.059326
	Iteration 51Q: 3 clusters Score -4765630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -4765659.000000 Penalty: 1021.059326
	Iteration 52Q: 3 clusters Score -4765659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -4765665.000000 Penalty: 1021.059326
	Iteration 53Q: 3 clusters Score -4765665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -4765672.500000 Penalty: 1021.059326
	Iteration 54Q: 3 clusters Score -4765672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -4765671.500000 Penalty: 1021.059326
	Iteration 55Q: 3 clusters Score -4765672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -4765661.000000 Penalty: 1021.059326
	Iteration 56Q: 3 clusters Score -4765661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -4765652.500000 Penalty: 1021.059326
	Iteration 57Q: 3 clusters Score -4765652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -4765654.500000 Penalty: 1021.059326
	Iteration 58Q: 3 clusters Score -4765654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -4765647.500000 Penalty: 1021.059326
	Iteration 59Q: 3 clusters Score -4765648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -4765652.000000 Penalty: 1021.059326
	Iteration 60F: 3 clusters Score -4765652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -4765646.500000 Penalty: 1021.059326
	Iteration 61Q: 3 clusters Score -4765646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -4765646.000000 Penalty: 1021.059326
	Iteration 62Q: 3 clusters Score -4765646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -4765642.000000 Penalty: 1021.059326
	Iteration 63Q: 3 clusters Score -4765642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -4765645.000000 Penalty: 1021.059326
	Iteration 64Q: 3 clusters Score -4765645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -4765644.500000 Penalty: 1021.059326
	Iteration 65Q: 3 clusters Score -4765644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -4765645.000000 Penalty: 1021.059326
	Iteration 66Q: 3 clusters Score -4765645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -4765645.500000 Penalty: 1021.059326
	Iteration 67Q: 3 clusters Score -4765646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -4765645.500000 Penalty: 1021.059326
	Iteration 68F: 3 clusters Score -4765646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -49764.105469 Penalty: 301.030945
	Iteration 0F: 2 clusters Score -49764.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49103.945312 Penalty: 602.061890
	Iteration 0F: 3 clusters Score -49103.95 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49263.394531 Penalty: 602.061890
	Iteration 1F: 3 clusters Score -49263.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49306.726562 Penalty: 602.061890
	Iteration 2F: 3 clusters Score -49306.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49325.921875 Penalty: 602.061890
	Iteration 3F: 3 clusters Score -49325.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49345.187500 Penalty: 602.061890
	Iteration 4Q: 3 clusters Score -49345.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49364.253906 Penalty: 602.061890
	Iteration 5Q: 3 clusters Score -49364.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49377.828125 Penalty: 602.061890
	Iteration 6Q: 3 clusters Score -49377.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49398.812500 Penalty: 602.061890
	Iteration 7Q: 3 clusters Score -49398.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49414.546875 Penalty: 602.061890
	Iteration 8Q: 3 clusters Score -49414.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49424.328125 Penalty: 602.061890
	Iteration 9Q: 3 clusters Score -49424.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49431.957031 Penalty: 602.061890
	Iteration 10Q: 3 clusters Score -49431.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49437.875000 Penalty: 602.061890
	Iteration 11Q: 3 clusters Score -49437.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49442.492188 Penalty: 602.061890
	Iteration 12Q: 3 clusters Score -49442.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49445.562500 Penalty: 602.061890
	Iteration 13Q: 3 clusters Score -49445.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49446.562500 Penalty: 602.061890
	Iteration 14Q: 3 clusters Score -49446.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49447.050781 Penalty: 602.061890
	Iteration 15Q: 3 clusters Score -49447.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49447.597656 Penalty: 602.061890
	Iteration 16Q: 3 clusters Score -49447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49448.042969 Penalty: 602.061890
	Iteration 17Q: 3 clusters Score -49448.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49449.339844 Penalty: 602.061890
	Iteration 18Q: 3 clusters Score -49449.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49449.898438 Penalty: 602.061890
	Iteration 19Q: 3 clusters Score -49449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49449.898438 Penalty: 602.061890
	Iteration 20F: 3 clusters Score -49449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -5763.014160 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -5763.014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5544.018555 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -5544.019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5645.213867 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -5645.214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5745.258789 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -5745.259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5761.475586 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -5761.476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5763.499023 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -5763.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5776.130371 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -5776.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5787.914551 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -5787.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5789.533691 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -5789.534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5796.090820 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -5796.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5796.090820 Penalty: 461.840820
	Iteration 9F: 3 clusters Score -5796.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74640 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 51 members 
Mstep: Class 5 contains 25821 members 
Mstep: Class 6 contains 21276 members 
Mstep: Class 7 contains 39260 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 41751 members 
Mstep: Class 15 contains 43789 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 16841 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 89007 members 
Mstep: Class 30 contains 17379 members 
Mstep: Class 31 contains 38493 members 
Mstep: Class 32 contains 10034 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88573 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 85412 members 
Mstep: Class 39 contains 109 members 
Entering Unmasked Estep 
Score: -42228184.000000 Penalty: 23874.398438
Splitting cluster 4 changes total score from -42228380.000000 to -42228184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (25821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Entering Unmasked Estep 
Score: -1690432.750000 Penalty: 462.231903
	Iteration 0F: 2 clusters Score -1690433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1673367.250000 Penalty: 924.463806
	Iteration 0F: 3 clusters Score -1673367 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1680593.750000 Penalty: 924.463806
	Iteration 1F: 3 clusters Score -1680594 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1680895.750000 Penalty: 924.463806
	Iteration 2Q: 3 clusters Score -1680896 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1681225.375000 Penalty: 924.463806
	Iteration 3Q: 3 clusters Score -1681225 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1681645.875000 Penalty: 924.463806
	Iteration 4Q: 3 clusters Score -1681646 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1682115.375000 Penalty: 924.463806
	Iteration 5Q: 3 clusters Score -1682115 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1682687.500000 Penalty: 924.463806
	Iteration 6Q: 3 clusters Score -1682688 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1683388.875000 Penalty: 924.463806
	Iteration 7Q: 3 clusters Score -1683389 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1684278.000000 Penalty: 924.463806
	Iteration 8Q: 3 clusters Score -1684278 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1685251.375000 Penalty: 924.463806
	Iteration 9Q: 3 clusters Score -1685251 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1685939.750000 Penalty: 924.463806
	Iteration 10Q: 3 clusters Score -1685940 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1686267.625000 Penalty: 924.463806
	Iteration 11Q: 3 clusters Score -1686268 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1686434.875000 Penalty: 924.463806
	Iteration 12Q: 3 clusters Score -1686435 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1686562.375000 Penalty: 924.463806
	Iteration 13Q: 3 clusters Score -1686562 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1686676.750000 Penalty: 924.463806
	Iteration 14Q: 3 clusters Score -1686677 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1686822.750000 Penalty: 924.463806
	Iteration 15Q: 3 clusters Score -1686823 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1686974.250000 Penalty: 924.463806
	Iteration 16Q: 3 clusters Score -1686974 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1687135.500000 Penalty: 924.463806
	Iteration 17Q: 3 clusters Score -1687136 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1687343.750000 Penalty: 924.463806
	Iteration 18Q: 3 clusters Score -1687344 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1687571.125000 Penalty: 924.463806
	Iteration 19Q: 3 clusters Score -1687571 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1687805.250000 Penalty: 924.463806
	Iteration 20F: 3 clusters Score -1687805 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1688049.500000 Penalty: 924.463806
	Iteration 21Q: 3 clusters Score -1688050 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1688315.250000 Penalty: 924.463806
	Iteration 22Q: 3 clusters Score -1688315 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1688573.750000 Penalty: 924.463806
	Iteration 23Q: 3 clusters Score -1688574 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1688822.875000 Penalty: 924.463806
	Iteration 24Q: 3 clusters Score -1688823 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1689080.625000 Penalty: 924.463806
	Iteration 25Q: 3 clusters Score -1689081 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1689324.250000 Penalty: 924.463806
	Iteration 26Q: 3 clusters Score -1689324 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1689535.250000 Penalty: 924.463806
	Iteration 27Q: 3 clusters Score -1689535 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1689696.500000 Penalty: 924.463806
	Iteration 28Q: 3 clusters Score -1689696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1689822.000000 Penalty: 924.463806
	Iteration 29Q: 3 clusters Score -1689822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1689912.750000 Penalty: 924.463806
	Iteration 30Q: 3 clusters Score -1689913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1689957.125000 Penalty: 924.463806
	Iteration 31Q: 3 clusters Score -1689957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1689977.125000 Penalty: 924.463806
	Iteration 32Q: 3 clusters Score -1689977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1690003.375000 Penalty: 924.463806
	Iteration 33Q: 3 clusters Score -1690003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1690018.000000 Penalty: 924.463806
	Iteration 34Q: 3 clusters Score -1690018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1690020.000000 Penalty: 924.463806
	Iteration 35Q: 3 clusters Score -1690020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1690023.000000 Penalty: 924.463806
	Iteration 36Q: 3 clusters Score -1690023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1690029.375000 Penalty: 924.463806
	Iteration 37Q: 3 clusters Score -1690029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1690033.250000 Penalty: 924.463806
	Iteration 38Q: 3 clusters Score -1690033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1690036.875000 Penalty: 924.463806
	Iteration 39Q: 3 clusters Score -1690037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1690038.875000 Penalty: 924.463806
	Iteration 40F: 3 clusters Score -1690039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1690044.750000 Penalty: 924.463806
	Iteration 41Q: 3 clusters Score -1690045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1690046.375000 Penalty: 924.463806
	Iteration 42Q: 3 clusters Score -1690046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1690048.000000 Penalty: 924.463806
	Iteration 43Q: 3 clusters Score -1690048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1690048.000000 Penalty: 924.463806
	Iteration 44F: 3 clusters Score -1690048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Entering Unmasked Estep 
Score: -1413679.000000 Penalty: 453.422729
	Iteration 0F: 2 clusters Score -1413679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1399488.750000 Penalty: 906.845459
	Iteration 0F: 3 clusters Score -1399489 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1406294.000000 Penalty: 906.845459
	Iteration 1F: 3 clusters Score -1406294 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1407229.500000 Penalty: 906.845459
	Iteration 2F: 3 clusters Score -1407230 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1408346.750000 Penalty: 906.845459
	Iteration 3F: 3 clusters Score -1408347 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1409579.125000 Penalty: 906.845459
	Iteration 4F: 3 clusters Score -1409579 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1410675.875000 Penalty: 906.845459
	Iteration 5F: 3 clusters Score -1410676 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1411405.750000 Penalty: 906.845459
	Iteration 6Q: 3 clusters Score -1411406 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1411777.625000 Penalty: 906.845459
	Iteration 7Q: 3 clusters Score -1411778 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1411981.750000 Penalty: 906.845459
	Iteration 8Q: 3 clusters Score -1411982 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1412148.500000 Penalty: 906.845459
	Iteration 9Q: 3 clusters Score -1412148 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1412303.625000 Penalty: 906.845459
	Iteration 10Q: 3 clusters Score -1412304 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1412441.375000 Penalty: 906.845459
	Iteration 11Q: 3 clusters Score -1412441 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1412568.625000 Penalty: 906.845459
	Iteration 12Q: 3 clusters Score -1412569 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1412676.125000 Penalty: 906.845459
	Iteration 13Q: 3 clusters Score -1412676 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1412780.750000 Penalty: 906.845459
	Iteration 14Q: 3 clusters Score -1412781 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1412867.125000 Penalty: 906.845459
	Iteration 15Q: 3 clusters Score -1412867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1412949.500000 Penalty: 906.845459
	Iteration 16Q: 3 clusters Score -1412950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1413033.875000 Penalty: 906.845459
	Iteration 17Q: 3 clusters Score -1413034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -1413084.625000 Penalty: 906.845459
	Iteration 18Q: 3 clusters Score -1413085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1413119.500000 Penalty: 906.845459
	Iteration 19Q: 3 clusters Score -1413120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1413158.625000 Penalty: 906.845459
	Iteration 20F: 3 clusters Score -1413159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1413188.625000 Penalty: 906.845459
	Iteration 21Q: 3 clusters Score -1413189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1413212.125000 Penalty: 906.845459
	Iteration 22Q: 3 clusters Score -1413212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -1413226.750000 Penalty: 906.845459
	Iteration 23Q: 3 clusters Score -1413227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -1413239.125000 Penalty: 906.845459
	Iteration 24Q: 3 clusters Score -1413239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1413249.000000 Penalty: 906.845459
	Iteration 25Q: 3 clusters Score -1413249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1413259.250000 Penalty: 906.845459
	Iteration 26Q: 3 clusters Score -1413259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1413259.625000 Penalty: 906.845459
	Iteration 27Q: 3 clusters Score -1413260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -1413263.125000 Penalty: 906.845459
	Iteration 28Q: 3 clusters Score -1413263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1413267.875000 Penalty: 906.845459
	Iteration 29Q: 3 clusters Score -1413268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1413272.250000 Penalty: 906.845459
	Iteration 30Q: 3 clusters Score -1413272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1413276.000000 Penalty: 906.845459
	Iteration 31Q: 3 clusters Score -1413276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1413282.125000 Penalty: 906.845459
	Iteration 32Q: 3 clusters Score -1413282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1413286.250000 Penalty: 906.845459
	Iteration 33Q: 3 clusters Score -1413286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1413286.875000 Penalty: 906.845459
	Iteration 34Q: 3 clusters Score -1413287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1413287.125000 Penalty: 906.845459
	Iteration 35Q: 3 clusters Score -1413287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1413287.125000 Penalty: 906.845459
	Iteration 36F: 3 clusters Score -1413287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Entering Unmasked Estep 
Score: -2539488.250000 Penalty: 481.297272
	Iteration 0F: 2 clusters Score -2539488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2513475.750000 Penalty: 962.594543
	Iteration 0F: 3 clusters Score -2513476 nChanged 19003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2525317.750000 Penalty: 962.594543
	Iteration 1F: 3 clusters Score -2525318 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2526445.750000 Penalty: 962.594543
	Iteration 2F: 3 clusters Score -2526446 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2528034.500000 Penalty: 962.594543
	Iteration 3F: 3 clusters Score -2528034 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2530110.500000 Penalty: 962.594543
	Iteration 4F: 3 clusters Score -2530110 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2532461.000000 Penalty: 962.594543
	Iteration 5F: 3 clusters Score -2532461 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2534402.250000 Penalty: 962.594543
	Iteration 6F: 3 clusters Score -2534402 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2535531.000000 Penalty: 962.594543
	Iteration 7Q: 3 clusters Score -2535531 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2536132.500000 Penalty: 962.594543
	Iteration 8Q: 3 clusters Score -2536132 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2536527.750000 Penalty: 962.594543
	Iteration 9Q: 3 clusters Score -2536528 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2536844.250000 Penalty: 962.594543
	Iteration 10Q: 3 clusters Score -2536844 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2537107.500000 Penalty: 962.594543
	Iteration 11Q: 3 clusters Score -2537108 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2537382.500000 Penalty: 962.594543
	Iteration 12Q: 3 clusters Score -2537382 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2537639.500000 Penalty: 962.594543
	Iteration 13Q: 3 clusters Score -2537640 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2537883.500000 Penalty: 962.594543
	Iteration 14Q: 3 clusters Score -2537884 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2538086.250000 Penalty: 962.594543
	Iteration 15Q: 3 clusters Score -2538086 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2538239.000000 Penalty: 962.594543
	Iteration 16Q: 3 clusters Score -2538239 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2538350.000000 Penalty: 962.594543
	Iteration 17Q: 3 clusters Score -2538350 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2538445.500000 Penalty: 962.594543
	Iteration 18Q: 3 clusters Score -2538446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2538547.000000 Penalty: 962.594543
	Iteration 19Q: 3 clusters Score -2538547 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2538628.250000 Penalty: 962.594543
	Iteration 20F: 3 clusters Score -2538628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2538674.250000 Penalty: 962.594543
	Iteration 21Q: 3 clusters Score -2538674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2538726.750000 Penalty: 962.594543
	Iteration 22Q: 3 clusters Score -2538727 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2538761.000000 Penalty: 962.594543
	Iteration 23Q: 3 clusters Score -2538761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2538780.000000 Penalty: 962.594543
	Iteration 24Q: 3 clusters Score -2538780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2538806.250000 Penalty: 962.594543
	Iteration 25Q: 3 clusters Score -2538806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2538824.250000 Penalty: 962.594543
	Iteration 26Q: 3 clusters Score -2538824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2538847.250000 Penalty: 962.594543
	Iteration 27Q: 3 clusters Score -2538847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2538866.500000 Penalty: 962.594543
	Iteration 28Q: 3 clusters Score -2538866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2538894.500000 Penalty: 962.594543
	Iteration 29Q: 3 clusters Score -2538894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2538920.000000 Penalty: 962.594543
	Iteration 30Q: 3 clusters Score -2538920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2538940.250000 Penalty: 962.594543
	Iteration 31Q: 3 clusters Score -2538940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2538958.250000 Penalty: 962.594543
	Iteration 32Q: 3 clusters Score -2538958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2538969.750000 Penalty: 962.594543
	Iteration 33Q: 3 clusters Score -2538970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2538982.750000 Penalty: 962.594543
	Iteration 34Q: 3 clusters Score -2538983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2538997.500000 Penalty: 962.594543
	Iteration 35Q: 3 clusters Score -2538998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2539015.500000 Penalty: 962.594543
	Iteration 36Q: 3 clusters Score -2539016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2539027.000000 Penalty: 962.594543
	Iteration 37Q: 3 clusters Score -2539027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2539036.500000 Penalty: 962.594543
	Iteration 38Q: 3 clusters Score -2539036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2539042.750000 Penalty: 962.594543
	Iteration 39Q: 3 clusters Score -2539043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2539049.000000 Penalty: 962.594543
	Iteration 40F: 3 clusters Score -2539049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2539052.750000 Penalty: 962.594543
	Iteration 41Q: 3 clusters Score -2539053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2539054.000000 Penalty: 962.594543
	Iteration 42Q: 3 clusters Score -2539054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2539053.500000 Penalty: 962.594543
	Iteration 43Q: 3 clusters Score -2539054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2539053.000000 Penalty: 962.594543
	Iteration 44Q: 3 clusters Score -2539053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2539053.750000 Penalty: 962.594543
	Iteration 45Q: 3 clusters Score -2539054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2539052.500000 Penalty: 962.594543
	Iteration 46Q: 3 clusters Score -2539052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2539053.250000 Penalty: 962.594543
	Iteration 47Q: 3 clusters Score -2539053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2539053.250000 Penalty: 962.594543
	Iteration 48F: 3 clusters Score -2539053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -316555.812500 Penalty: 386.249481
	Iteration 0F: 2 clusters Score -316555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -313242.593750 Penalty: 772.498962
	Iteration 0F: 3 clusters Score -313242.6 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -314528.968750 Penalty: 772.498962
	Iteration 1F: 3 clusters Score -314529 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -314679.656250 Penalty: 772.498962
	Iteration 2F: 3 clusters Score -314679.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -314822.687500 Penalty: 772.498962
	Iteration 3F: 3 clusters Score -314822.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -314969.437500 Penalty: 772.498962
	Iteration 4F: 3 clusters Score -314969.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -315151.250000 Penalty: 772.498962
	Iteration 5F: 3 clusters Score -315151.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -315351.062500 Penalty: 772.498962
	Iteration 6F: 3 clusters Score -315351.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -315555.500000 Penalty: 772.498962
	Iteration 7F: 3 clusters Score -315555.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -315718.750000 Penalty: 772.498962
	Iteration 8Q: 3 clusters Score -315718.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -315826.906250 Penalty: 772.498962
	Iteration 9Q: 3 clusters Score -315826.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -315903.468750 Penalty: 772.498962
	Iteration 10Q: 3 clusters Score -315903.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -315961.906250 Penalty: 772.498962
	Iteration 11Q: 3 clusters Score -315961.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -316001.937500 Penalty: 772.498962
	Iteration 12Q: 3 clusters Score -316001.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -316051.906250 Penalty: 772.498962
	Iteration 13Q: 3 clusters Score -316051.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -316092.156250 Penalty: 772.498962
	Iteration 14Q: 3 clusters Score -316092.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -316117.906250 Penalty: 772.498962
	Iteration 15Q: 3 clusters Score -316117.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -316138.125000 Penalty: 772.498962
	Iteration 16Q: 3 clusters Score -316138.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316160.437500 Penalty: 772.498962
	Iteration 17Q: 3 clusters Score -316160.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -316180.593750 Penalty: 772.498962
	Iteration 18Q: 3 clusters Score -316180.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316200.843750 Penalty: 772.498962
	Iteration 19Q: 3 clusters Score -316200.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -316218.281250 Penalty: 772.498962
	Iteration 20F: 3 clusters Score -316218.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -316234.843750 Penalty: 772.498962
	Iteration 21Q: 3 clusters Score -316234.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -316245.843750 Penalty: 772.498962
	Iteration 22Q: 3 clusters Score -316245.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -316254.031250 Penalty: 772.498962
	Iteration 23Q: 3 clusters Score -316254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -316262.531250 Penalty: 772.498962
	Iteration 24Q: 3 clusters Score -316262.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -316269.812500 Penalty: 772.498962
	Iteration 25Q: 3 clusters Score -316269.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -316279.375000 Penalty: 772.498962
	Iteration 26Q: 3 clusters Score -316279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -316285.625000 Penalty: 772.498962
	Iteration 27Q: 3 clusters Score -316285.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -316294.750000 Penalty: 772.498962
	Iteration 28Q: 3 clusters Score -316294.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -316301.687500 Penalty: 772.498962
	Iteration 29Q: 3 clusters Score -316301.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -316308.531250 Penalty: 772.498962
	Iteration 30Q: 3 clusters Score -316308.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -316310.250000 Penalty: 772.498962
	Iteration 31Q: 3 clusters Score -316310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -316311.656250 Penalty: 772.498962
	Iteration 32Q: 3 clusters Score -316311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -316311.843750 Penalty: 772.498962
	Iteration 33Q: 3 clusters Score -316311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -316312.656250 Penalty: 772.498962
	Iteration 34Q: 3 clusters Score -316312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -316313.250000 Penalty: 772.498962
	Iteration 35Q: 3 clusters Score -316313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -316313.968750 Penalty: 772.498962
	Iteration 36Q: 3 clusters Score -316314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -316314.500000 Penalty: 772.498962
	Iteration 37Q: 3 clusters Score -316314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -316315.593750 Penalty: 772.498962
	Iteration 38Q: 3 clusters Score -316315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -316316.093750 Penalty: 772.498962
	Iteration 39Q: 3 clusters Score -316316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -316316.500000 Penalty: 772.498962
	Iteration 40F: 3 clusters Score -316316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -316318.125000 Penalty: 772.498962
	Iteration 41Q: 3 clusters Score -316318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -316318.531250 Penalty: 772.498962
	Iteration 42Q: 3 clusters Score -316318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -316319.625000 Penalty: 772.498962
	Iteration 43Q: 3 clusters Score -316319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -316319.718750 Penalty: 772.498962
	Iteration 44Q: 3 clusters Score -316319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -316319.968750 Penalty: 772.498962
	Iteration 45Q: 3 clusters Score -316320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -316320.281250 Penalty: 772.498962
	Iteration 46Q: 3 clusters Score -316320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -316320.750000 Penalty: 772.498962
	Iteration 47Q: 3 clusters Score -316320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -316321.531250 Penalty: 772.498962
	Iteration 48Q: 3 clusters Score -316321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -316321.968750 Penalty: 772.498962
	Iteration 49Q: 3 clusters Score -316322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -316322.531250 Penalty: 772.498962
	Iteration 50Q: 3 clusters Score -316322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -316323.031250 Penalty: 772.498962
	Iteration 51Q: 3 clusters Score -316323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -316322.718750 Penalty: 772.498962
	Iteration 52Q: 3 clusters Score -316322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -316322.937500 Penalty: 772.498962
	Iteration 53Q: 3 clusters Score -316322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -316322.937500 Penalty: 772.498962
	Iteration 54F: 3 clusters Score -316322.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -184599.515625 Penalty: 363.246521
	Iteration 0F: 2 clusters Score -184599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -182562.015625 Penalty: 726.493042
	Iteration 0F: 3 clusters Score -182562 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -183262.437500 Penalty: 726.493042
	Iteration 1F: 3 clusters Score -183262.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -183378.968750 Penalty: 726.493042
	Iteration 2F: 3 clusters Score -183379 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -183493.718750 Penalty: 726.493042
	Iteration 3F: 3 clusters Score -183493.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -183636.062500 Penalty: 726.493042
	Iteration 4F: 3 clusters Score -183636.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -183793.000000 Penalty: 726.493042
	Iteration 5F: 3 clusters Score -183793 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183952.453125 Penalty: 726.493042
	Iteration 6F: 3 clusters Score -183952.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -184089.812500 Penalty: 726.493042
	Iteration 7F: 3 clusters Score -184089.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184195.703125 Penalty: 726.493042
	Iteration 8Q: 3 clusters Score -184195.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -184300.625000 Penalty: 726.493042
	Iteration 9Q: 3 clusters Score -184300.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -184369.437500 Penalty: 726.493042
	Iteration 10Q: 3 clusters Score -184369.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -184399.812500 Penalty: 726.493042
	Iteration 11Q: 3 clusters Score -184399.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -184414.625000 Penalty: 726.493042
	Iteration 12Q: 3 clusters Score -184414.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -184422.781250 Penalty: 726.493042
	Iteration 13Q: 3 clusters Score -184422.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -184427.281250 Penalty: 726.493042
	Iteration 14Q: 3 clusters Score -184427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -184431.187500 Penalty: 726.493042
	Iteration 15Q: 3 clusters Score -184431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184432.828125 Penalty: 726.493042
	Iteration 16Q: 3 clusters Score -184432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184433.781250 Penalty: 726.493042
	Iteration 17Q: 3 clusters Score -184433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184433.921875 Penalty: 726.493042
	Iteration 18Q: 3 clusters Score -184433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184434.234375 Penalty: 726.493042
	Iteration 19Q: 3 clusters Score -184434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184435.000000 Penalty: 726.493042
	Iteration 20F: 3 clusters Score -184435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184435.718750 Penalty: 726.493042
	Iteration 21Q: 3 clusters Score -184435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184435.703125 Penalty: 726.493042
	Iteration 22Q: 3 clusters Score -184435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -184435.781250 Penalty: 726.493042
	Iteration 23Q: 3 clusters Score -184435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -184435.781250 Penalty: 726.493042
	Iteration 24F: 3 clusters Score -184435.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -94428.773438 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -94428.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -93336.703125 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -93336.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -93649.242188 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -93649.24 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93702.789062 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -93702.79 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -93740.203125 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -93740.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -93764.218750 Penalty: 658.768555
	Iteration 4Q: 3 clusters Score -93764.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -93779.843750 Penalty: 658.768555
	Iteration 5Q: 3 clusters Score -93779.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93790.320312 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -93790.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -93797.492188 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -93797.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -93808.882812 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -93808.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -93820.445312 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -93820.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -93828.492188 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -93828.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -93837.695312 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -93837.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93849.242188 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -93849.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -93862.171875 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -93862.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -93873.070312 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -93873.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -93881.234375 Penalty: 658.768555
	Iteration 15Q: 3 clusters Score -93881.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -93891.773438 Penalty: 658.768555
	Iteration 16Q: 3 clusters Score -93891.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -93902.476562 Penalty: 658.768555
	Iteration 17Q: 3 clusters Score -93902.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -93912.476562 Penalty: 658.768555
	Iteration 18Q: 3 clusters Score -93912.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -93927.500000 Penalty: 658.768555
	Iteration 19Q: 3 clusters Score -93927.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -93943.390625 Penalty: 658.768555
	Iteration 20F: 3 clusters Score -93943.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -93958.875000 Penalty: 658.768555
	Iteration 21Q: 3 clusters Score -93958.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -93976.609375 Penalty: 658.768555
	Iteration 22Q: 3 clusters Score -93976.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -93992.273438 Penalty: 658.768555
	Iteration 23Q: 3 clusters Score -93992.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -94004.757812 Penalty: 658.768555
	Iteration 24Q: 3 clusters Score -94004.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -94017.015625 Penalty: 658.768555
	Iteration 25Q: 3 clusters Score -94017.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -94034.500000 Penalty: 658.768555
	Iteration 26Q: 3 clusters Score -94034.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -94054.867188 Penalty: 658.768555
	Iteration 27Q: 3 clusters Score -94054.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -94071.031250 Penalty: 658.768555
	Iteration 28Q: 3 clusters Score -94071.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -94079.023438 Penalty: 658.768555
	Iteration 29Q: 3 clusters Score -94079.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -94085.015625 Penalty: 658.768555
	Iteration 30Q: 3 clusters Score -94085.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -94091.812500 Penalty: 658.768555
	Iteration 31Q: 3 clusters Score -94091.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -94102.648438 Penalty: 658.768555
	Iteration 32Q: 3 clusters Score -94102.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -94107.734375 Penalty: 658.768555
	Iteration 33Q: 3 clusters Score -94107.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -94109.867188 Penalty: 658.768555
	Iteration 34Q: 3 clusters Score -94109.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -94111.179688 Penalty: 658.768555
	Iteration 35Q: 3 clusters Score -94111.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -94113.539062 Penalty: 658.768555
	Iteration 36Q: 3 clusters Score -94113.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -94115.007812 Penalty: 658.768555
	Iteration 37Q: 3 clusters Score -94115.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -94115.007812 Penalty: 658.768555
	Iteration 38F: 3 clusters Score -94115.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -55538.136719 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -55538.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54793.835938 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -54793.84 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54981.707031 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -54981.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55022.589844 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -55022.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55062.207031 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -55062.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55088.750000 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -55088.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55099.906250 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -55099.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55109.015625 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -55109.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55123.199219 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -55123.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55133.152344 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -55133.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55140.507812 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -55140.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55148.140625 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -55148.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55160.824219 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -55160.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55180.574219 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -55180.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55196.261719 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -55196.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55209.246094 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -55209.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55217.417969 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -55217.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55222.007812 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -55222.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55227.089844 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -55227.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55240.230469 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -55240.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55252.601562 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -55252.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55265.613281 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -55265.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55272.523438 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -55272.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55280.691406 Penalty: 618.307373
	Iteration 22Q: 3 clusters Score -55280.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -55285.425781 Penalty: 618.307373
	Iteration 23Q: 3 clusters Score -55285.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -55288.070312 Penalty: 618.307373
	Iteration 24Q: 3 clusters Score -55288.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55291.125000 Penalty: 618.307373
	Iteration 25Q: 3 clusters Score -55291.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -55295.679688 Penalty: 618.307373
	Iteration 26Q: 3 clusters Score -55295.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -55297.765625 Penalty: 618.307373
	Iteration 27Q: 3 clusters Score -55297.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -55298.832031 Penalty: 618.307373
	Iteration 28Q: 3 clusters Score -55298.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55300.941406 Penalty: 618.307373
	Iteration 29Q: 3 clusters Score -55300.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -55303.156250 Penalty: 618.307373
	Iteration 30Q: 3 clusters Score -55303.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -55304.972656 Penalty: 618.307373
	Iteration 31Q: 3 clusters Score -55304.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -55307.621094 Penalty: 618.307373
	Iteration 32Q: 3 clusters Score -55307.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -55309.507812 Penalty: 618.307373
	Iteration 33Q: 3 clusters Score -55309.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -55311.574219 Penalty: 618.307373
	Iteration 34Q: 3 clusters Score -55311.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -55313.035156 Penalty: 618.307373
	Iteration 35Q: 3 clusters Score -55313.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -55313.035156 Penalty: 618.307373
	Iteration 36F: 3 clusters Score -55313.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Entering Unmasked Estep 
Score: -468602.875000 Penalty: 404.091949
	Iteration 0F: 2 clusters Score -468602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -463808.437500 Penalty: 808.183899
	Iteration 0F: 3 clusters Score -463808.4 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -465784.375000 Penalty: 808.183899
	Iteration 1F: 3 clusters Score -465784.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -466071.500000 Penalty: 808.183899
	Iteration 2F: 3 clusters Score -466071.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -466421.937500 Penalty: 808.183899
	Iteration 3F: 3 clusters Score -466421.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -466805.125000 Penalty: 808.183899
	Iteration 4F: 3 clusters Score -466805.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -467211.343750 Penalty: 808.183899
	Iteration 5F: 3 clusters Score -467211.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -467533.687500 Penalty: 808.183899
	Iteration 6Q: 3 clusters Score -467533.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -467741.281250 Penalty: 808.183899
	Iteration 7Q: 3 clusters Score -467741.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -467866.343750 Penalty: 808.183899
	Iteration 8Q: 3 clusters Score -467866.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -467941.406250 Penalty: 808.183899
	Iteration 9Q: 3 clusters Score -467941.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -468002.312500 Penalty: 808.183899
	Iteration 10Q: 3 clusters Score -468002.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -468047.062500 Penalty: 808.183899
	Iteration 11Q: 3 clusters Score -468047.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -468065.656250 Penalty: 808.183899
	Iteration 12Q: 3 clusters Score -468065.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -468080.718750 Penalty: 808.183899
	Iteration 13Q: 3 clusters Score -468080.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -468096.437500 Penalty: 808.183899
	Iteration 14Q: 3 clusters Score -468096.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -468108.031250 Penalty: 808.183899
	Iteration 15Q: 3 clusters Score -468108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -468121.468750 Penalty: 808.183899
	Iteration 16Q: 3 clusters Score -468121.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -468138.937500 Penalty: 808.183899
	Iteration 17Q: 3 clusters Score -468138.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -468150.562500 Penalty: 808.183899
	Iteration 18Q: 3 clusters Score -468150.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -468164.218750 Penalty: 808.183899
	Iteration 19Q: 3 clusters Score -468164.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -468177.093750 Penalty: 808.183899
	Iteration 20F: 3 clusters Score -468177.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -468191.937500 Penalty: 808.183899
	Iteration 21Q: 3 clusters Score -468191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -468207.000000 Penalty: 808.183899
	Iteration 22Q: 3 clusters Score -468207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -468215.343750 Penalty: 808.183899
	Iteration 23Q: 3 clusters Score -468215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -468219.625000 Penalty: 808.183899
	Iteration 24Q: 3 clusters Score -468219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -468221.531250 Penalty: 808.183899
	Iteration 25Q: 3 clusters Score -468221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -468223.218750 Penalty: 808.183899
	Iteration 26Q: 3 clusters Score -468223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -468223.968750 Penalty: 808.183899
	Iteration 27Q: 3 clusters Score -468224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -468225.656250 Penalty: 808.183899
	Iteration 28Q: 3 clusters Score -468225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -468228.687500 Penalty: 808.183899
	Iteration 29Q: 3 clusters Score -468228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -468232.312500 Penalty: 808.183899
	Iteration 30Q: 3 clusters Score -468232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -468233.218750 Penalty: 808.183899
	Iteration 31Q: 3 clusters Score -468233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -468234.937500 Penalty: 808.183899
	Iteration 32Q: 3 clusters Score -468234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -468236.968750 Penalty: 808.183899
	Iteration 33Q: 3 clusters Score -468237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -468238.656250 Penalty: 808.183899
	Iteration 34Q: 3 clusters Score -468238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -468239.437500 Penalty: 808.183899
	Iteration 35Q: 3 clusters Score -468239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -468239.437500 Penalty: 808.183899
	Iteration 36F: 3 clusters Score -468239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -76812.070312 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -76812.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75841.140625 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -75841.14 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76126.156250 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -76126.16 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76196.945312 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -76196.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76244.335938 Penalty: 648.911804
	Iteration 3F: 3 clusters Score -76244.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76268.820312 Penalty: 648.911804
	Iteration 4Q: 3 clusters Score -76268.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -76285.617188 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -76285.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -76297.390625 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -76297.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76306.148438 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -76306.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76317.835938 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -76317.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76326.507812 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -76326.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76333.382812 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -76333.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76342.757812 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -76342.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76355.250000 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -76355.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76362.585938 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -76362.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76372.757812 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -76372.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -76379.953125 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -76379.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76386.828125 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -76386.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76391.171875 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -76391.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76396.500000 Penalty: 648.911804
	Iteration 18Q: 3 clusters Score -76396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76398.226562 Penalty: 648.911804
	Iteration 19Q: 3 clusters Score -76398.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76400.679688 Penalty: 648.911804
	Iteration 20F: 3 clusters Score -76400.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76402.703125 Penalty: 648.911804
	Iteration 21Q: 3 clusters Score -76402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -76403.460938 Penalty: 648.911804
	Iteration 22Q: 3 clusters Score -76403.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76403.882812 Penalty: 648.911804
	Iteration 23Q: 3 clusters Score -76403.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -76404.523438 Penalty: 648.911804
	Iteration 24Q: 3 clusters Score -76404.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -76404.914062 Penalty: 648.911804
	Iteration 25Q: 3 clusters Score -76404.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76405.804688 Penalty: 648.911804
	Iteration 26Q: 3 clusters Score -76405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76406.789062 Penalty: 648.911804
	Iteration 27Q: 3 clusters Score -76406.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76407.460938 Penalty: 648.911804
	Iteration 28Q: 3 clusters Score -76407.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76408.195312 Penalty: 648.911804
	Iteration 29Q: 3 clusters Score -76408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76408.531250 Penalty: 648.911804
	Iteration 30Q: 3 clusters Score -76408.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76408.765625 Penalty: 648.911804
	Iteration 31Q: 3 clusters Score -76408.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76408.828125 Penalty: 648.911804
	Iteration 32Q: 3 clusters Score -76408.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76408.828125 Penalty: 648.911804
	Iteration 33F: 3 clusters Score -76408.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Entering Unmasked Estep 
Score: -2763636.500000 Penalty: 484.096283
	Iteration 0F: 2 clusters Score -2763636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2736288.000000 Penalty: 968.192566
	Iteration 0F: 3 clusters Score -2736288 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2748850.250000 Penalty: 968.192566
	Iteration 1F: 3 clusters Score -2748850 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2749850.500000 Penalty: 968.192566
	Iteration 2F: 3 clusters Score -2749850 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2750953.250000 Penalty: 968.192566
	Iteration 3F: 3 clusters Score -2750953 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2752276.500000 Penalty: 968.192566
	Iteration 4F: 3 clusters Score -2752276 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2753863.000000 Penalty: 968.192566
	Iteration 5F: 3 clusters Score -2753863 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2755609.750000 Penalty: 968.192566
	Iteration 6F: 3 clusters Score -2755610 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2757663.000000 Penalty: 968.192566
	Iteration 7F: 3 clusters Score -2757663 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2759533.000000 Penalty: 968.192566
	Iteration 8F: 3 clusters Score -2759533 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2760915.750000 Penalty: 968.192566
	Iteration 9Q: 3 clusters Score -2760916 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2761841.000000 Penalty: 968.192566
	Iteration 10Q: 3 clusters Score -2761841 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2762429.000000 Penalty: 968.192566
	Iteration 11Q: 3 clusters Score -2762429 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2762753.750000 Penalty: 968.192566
	Iteration 12Q: 3 clusters Score -2762754 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2762929.750000 Penalty: 968.192566
	Iteration 13Q: 3 clusters Score -2762930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2763033.500000 Penalty: 968.192566
	Iteration 14Q: 3 clusters Score -2763034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2763071.000000 Penalty: 968.192566
	Iteration 15Q: 3 clusters Score -2763071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2763091.000000 Penalty: 968.192566
	Iteration 16Q: 3 clusters Score -2763091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2763110.750000 Penalty: 968.192566
	Iteration 17Q: 3 clusters Score -2763111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2763134.000000 Penalty: 968.192566
	Iteration 18Q: 3 clusters Score -2763134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2763154.250000 Penalty: 968.192566
	Iteration 19Q: 3 clusters Score -2763154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2763156.750000 Penalty: 968.192566
	Iteration 20F: 3 clusters Score -2763157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2763170.250000 Penalty: 968.192566
	Iteration 21Q: 3 clusters Score -2763170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2763172.750000 Penalty: 968.192566
	Iteration 22Q: 3 clusters Score -2763173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2763173.500000 Penalty: 968.192566
	Iteration 23Q: 3 clusters Score -2763174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2763176.000000 Penalty: 968.192566
	Iteration 24Q: 3 clusters Score -2763176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2763175.750000 Penalty: 968.192566
	Iteration 25Q: 3 clusters Score -2763176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2763177.000000 Penalty: 968.192566
	Iteration 26Q: 3 clusters Score -2763177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2763180.000000 Penalty: 968.192566
	Iteration 27Q: 3 clusters Score -2763180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2763182.000000 Penalty: 968.192566
	Iteration 28Q: 3 clusters Score -2763182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2763185.250000 Penalty: 968.192566
	Iteration 29Q: 3 clusters Score -2763185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2763197.750000 Penalty: 968.192566
	Iteration 30Q: 3 clusters Score -2763198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2763204.000000 Penalty: 968.192566
	Iteration 31Q: 3 clusters Score -2763204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2763208.250000 Penalty: 968.192566
	Iteration 32Q: 3 clusters Score -2763208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2763210.500000 Penalty: 968.192566
	Iteration 33Q: 3 clusters Score -2763210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2763220.250000 Penalty: 968.192566
	Iteration 34Q: 3 clusters Score -2763220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2763223.250000 Penalty: 968.192566
	Iteration 35Q: 3 clusters Score -2763223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2763226.250000 Penalty: 968.192566
	Iteration 36Q: 3 clusters Score -2763226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2763225.000000 Penalty: 968.192566
	Iteration 37Q: 3 clusters Score -2763225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2763230.500000 Penalty: 968.192566
	Iteration 38Q: 3 clusters Score -2763230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2763231.750000 Penalty: 968.192566
	Iteration 39Q: 3 clusters Score -2763232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2763240.500000 Penalty: 968.192566
	Iteration 40F: 3 clusters Score -2763240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2763246.500000 Penalty: 968.192566
	Iteration 41Q: 3 clusters Score -2763246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2763252.750000 Penalty: 968.192566
	Iteration 42Q: 3 clusters Score -2763253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2763257.500000 Penalty: 968.192566
	Iteration 43Q: 3 clusters Score -2763258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2763255.750000 Penalty: 968.192566
	Iteration 44Q: 3 clusters Score -2763256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2763259.750000 Penalty: 968.192566
	Iteration 45Q: 3 clusters Score -2763260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2763259.750000 Penalty: 968.192566
	Iteration 46F: 3 clusters Score -2763260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Entering Unmasked Estep 
Score: -2856194.000000 Penalty: 486.264771
	Iteration 0F: 2 clusters Score -2856194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2827747.000000 Penalty: 972.529541
	Iteration 0F: 3 clusters Score -2827747 nChanged 21210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2841264.000000 Penalty: 972.529541
	Iteration 1F: 3 clusters Score -2841264 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2842590.000000 Penalty: 972.529541
	Iteration 2F: 3 clusters Score -2842590 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2844715.750000 Penalty: 972.529541
	Iteration 3F: 3 clusters Score -2844716 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2847660.000000 Penalty: 972.529541
	Iteration 4F: 3 clusters Score -2847660 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2850407.250000 Penalty: 972.529541
	Iteration 5F: 3 clusters Score -2850407 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2851874.500000 Penalty: 972.529541
	Iteration 6F: 3 clusters Score -2851874 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2852434.250000 Penalty: 972.529541
	Iteration 7Q: 3 clusters Score -2852434 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2852739.750000 Penalty: 972.529541
	Iteration 8Q: 3 clusters Score -2852740 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2852953.750000 Penalty: 972.529541
	Iteration 9Q: 3 clusters Score -2852954 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2853068.750000 Penalty: 972.529541
	Iteration 10Q: 3 clusters Score -2853069 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2853152.000000 Penalty: 972.529541
	Iteration 11Q: 3 clusters Score -2853152 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2853209.250000 Penalty: 972.529541
	Iteration 12Q: 3 clusters Score -2853209 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2853272.250000 Penalty: 972.529541
	Iteration 13Q: 3 clusters Score -2853272 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2853329.000000 Penalty: 972.529541
	Iteration 14Q: 3 clusters Score -2853329 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2853358.250000 Penalty: 972.529541
	Iteration 15Q: 3 clusters Score -2853358 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2853375.750000 Penalty: 972.529541
	Iteration 16Q: 3 clusters Score -2853376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2853378.500000 Penalty: 972.529541
	Iteration 17Q: 3 clusters Score -2853378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2853377.000000 Penalty: 972.529541
	Iteration 18Q: 3 clusters Score -2853377 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2853381.000000 Penalty: 972.529541
	Iteration 19Q: 3 clusters Score -2853381 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2853387.250000 Penalty: 972.529541
	Iteration 20F: 3 clusters Score -2853387 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2853379.750000 Penalty: 972.529541
	Iteration 21Q: 3 clusters Score -2853380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2853380.250000 Penalty: 972.529541
	Iteration 22Q: 3 clusters Score -2853380 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2853383.750000 Penalty: 972.529541
	Iteration 23Q: 3 clusters Score -2853384 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2853371.000000 Penalty: 972.529541
	Iteration 24Q: 3 clusters Score -2853371 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2853377.250000 Penalty: 972.529541
	Iteration 25Q: 3 clusters Score -2853377 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2853380.750000 Penalty: 972.529541
	Iteration 26Q: 3 clusters Score -2853381 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2853384.500000 Penalty: 972.529541
	Iteration 27Q: 3 clusters Score -2853384 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2853392.000000 Penalty: 972.529541
	Iteration 28Q: 3 clusters Score -2853392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2853419.750000 Penalty: 972.529541
	Iteration 29Q: 3 clusters Score -2853420 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2853421.250000 Penalty: 972.529541
	Iteration 30Q: 3 clusters Score -2853421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2853420.250000 Penalty: 972.529541
	Iteration 31Q: 3 clusters Score -2853420 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2853429.750000 Penalty: 972.529541
	Iteration 32Q: 3 clusters Score -2853430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2853428.750000 Penalty: 972.529541
	Iteration 33Q: 3 clusters Score -2853429 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2853431.750000 Penalty: 972.529541
	Iteration 34Q: 3 clusters Score -2853432 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2853432.750000 Penalty: 972.529541
	Iteration 35Q: 3 clusters Score -2853433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2853434.000000 Penalty: 972.529541
	Iteration 36Q: 3 clusters Score -2853434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2853447.000000 Penalty: 972.529541
	Iteration 37Q: 3 clusters Score -2853447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2853452.500000 Penalty: 972.529541
	Iteration 38Q: 3 clusters Score -2853452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2853448.500000 Penalty: 972.529541
	Iteration 39Q: 3 clusters Score -2853448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2853456.500000 Penalty: 972.529541
	Iteration 40F: 3 clusters Score -2853456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2853453.250000 Penalty: 972.529541
	Iteration 41Q: 3 clusters Score -2853453 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2853450.500000 Penalty: 972.529541
	Iteration 42Q: 3 clusters Score -2853450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2853449.000000 Penalty: 972.529541
	Iteration 43Q: 3 clusters Score -2853449 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2853449.500000 Penalty: 972.529541
	Iteration 44Q: 3 clusters Score -2853450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2853464.000000 Penalty: 972.529541
	Iteration 45Q: 3 clusters Score -2853464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2853469.250000 Penalty: 972.529541
	Iteration 46Q: 3 clusters Score -2853469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2853463.750000 Penalty: 972.529541
	Iteration 47Q: 3 clusters Score -2853464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2853465.000000 Penalty: 972.529541
	Iteration 48Q: 3 clusters Score -2853465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2853461.750000 Penalty: 972.529541
	Iteration 49Q: 3 clusters Score -2853462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2853464.000000 Penalty: 972.529541
	Iteration 50Q: 3 clusters Score -2853464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2853475.750000 Penalty: 972.529541
	Iteration 51Q: 3 clusters Score -2853476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2853485.500000 Penalty: 972.529541
	Iteration 52Q: 3 clusters Score -2853486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2853490.500000 Penalty: 972.529541
	Iteration 53Q: 3 clusters Score -2853490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2853487.250000 Penalty: 972.529541
	Iteration 54Q: 3 clusters Score -2853487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2853484.000000 Penalty: 972.529541
	Iteration 55Q: 3 clusters Score -2853484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2853479.250000 Penalty: 972.529541
	Iteration 56Q: 3 clusters Score -2853479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2853483.750000 Penalty: 972.529541
	Iteration 57Q: 3 clusters Score -2853484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2853484.750000 Penalty: 972.529541
	Iteration 58Q: 3 clusters Score -2853485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2853488.500000 Penalty: 972.529541
	Iteration 59Q: 3 clusters Score -2853488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2853495.750000 Penalty: 972.529541
	Iteration 60F: 3 clusters Score -2853496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2853504.500000 Penalty: 972.529541
	Iteration 61Q: 3 clusters Score -2853504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2853504.750000 Penalty: 972.529541
	Iteration 62Q: 3 clusters Score -2853505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2853496.250000 Penalty: 972.529541
	Iteration 63Q: 3 clusters Score -2853496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2853499.500000 Penalty: 972.529541
	Iteration 64Q: 3 clusters Score -2853500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2853507.000000 Penalty: 972.529541
	Iteration 65Q: 3 clusters Score -2853507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2853505.000000 Penalty: 972.529541
	Iteration 66Q: 3 clusters Score -2853505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2853493.750000 Penalty: 972.529541
	Iteration 67Q: 3 clusters Score -2853494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2853493.500000 Penalty: 972.529541
	Iteration 68Q: 3 clusters Score -2853494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2853499.750000 Penalty: 972.529541
	Iteration 69Q: 3 clusters Score -2853500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2853497.750000 Penalty: 972.529541
	Iteration 70Q: 3 clusters Score -2853498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2853500.750000 Penalty: 972.529541
	Iteration 71Q: 3 clusters Score -2853501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2853495.750000 Penalty: 972.529541
	Iteration 72Q: 3 clusters Score -2853496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2853508.500000 Penalty: 972.529541
	Iteration 73Q: 3 clusters Score -2853508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2853512.750000 Penalty: 972.529541
	Iteration 74Q: 3 clusters Score -2853513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2853516.250000 Penalty: 972.529541
	Iteration 75Q: 3 clusters Score -2853516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2853514.500000 Penalty: 972.529541
	Iteration 76Q: 3 clusters Score -2853514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2853517.750000 Penalty: 972.529541
	Iteration 77Q: 3 clusters Score -2853518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2853521.500000 Penalty: 972.529541
	Iteration 78Q: 3 clusters Score -2853522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2853520.250000 Penalty: 972.529541
	Iteration 79Q: 3 clusters Score -2853520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2853522.000000 Penalty: 972.529541
	Iteration 80F: 3 clusters Score -2853522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2853515.250000 Penalty: 972.529541
	Iteration 81Q: 3 clusters Score -2853515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2853519.500000 Penalty: 972.529541
	Iteration 82Q: 3 clusters Score -2853520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2853514.250000 Penalty: 972.529541
	Iteration 83Q: 3 clusters Score -2853514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2853520.250000 Penalty: 972.529541
	Iteration 84Q: 3 clusters Score -2853520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2853517.000000 Penalty: 972.529541
	Iteration 85Q: 3 clusters Score -2853517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2853514.500000 Penalty: 972.529541
	Iteration 86Q: 3 clusters Score -2853514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2853521.750000 Penalty: 972.529541
	Iteration 87Q: 3 clusters Score -2853522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2853523.500000 Penalty: 972.529541
	Iteration 88Q: 3 clusters Score -2853524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2853522.250000 Penalty: 972.529541
	Iteration 89Q: 3 clusters Score -2853522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2853522.250000 Penalty: 972.529541
	Iteration 90Q: 3 clusters Score -2853522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2853521.750000 Penalty: 972.529541
	Iteration 91Q: 3 clusters Score -2853522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2853524.000000 Penalty: 972.529541
	Iteration 92Q: 3 clusters Score -2853524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2853523.750000 Penalty: 972.529541
	Iteration 93Q: 3 clusters Score -2853524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2853526.000000 Penalty: 972.529541
	Iteration 94Q: 3 clusters Score -2853526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2853524.500000 Penalty: 972.529541
	Iteration 95Q: 3 clusters Score -2853524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2853526.500000 Penalty: 972.529541
	Iteration 96Q: 3 clusters Score -2853526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2853523.750000 Penalty: 972.529541
	Iteration 97Q: 3 clusters Score -2853524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2853521.500000 Penalty: 972.529541
	Iteration 98Q: 3 clusters Score -2853522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2853521.250000 Penalty: 972.529541
	Iteration 99Q: 3 clusters Score -2853521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2853524.000000 Penalty: 972.529541
	Iteration 100F: 3 clusters Score -2853524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2853523.000000 Penalty: 972.529541
	Iteration 101Q: 3 clusters Score -2853523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2853522.000000 Penalty: 972.529541
	Iteration 102Q: 3 clusters Score -2853522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2853521.500000 Penalty: 972.529541
	Iteration 103Q: 3 clusters Score -2853522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2853520.750000 Penalty: 972.529541
	Iteration 104Q: 3 clusters Score -2853521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2853522.750000 Penalty: 972.529541
	Iteration 105Q: 3 clusters Score -2853523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2853522.750000 Penalty: 972.529541
	Iteration 106F: 3 clusters Score -2853523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -685607.500000 Penalty: 424.591095
	Iteration 0F: 2 clusters Score -685607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -678149.062500 Penalty: 849.182190
	Iteration 0F: 3 clusters Score -678149.1 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -681094.812500 Penalty: 849.182190
	Iteration 1F: 3 clusters Score -681094.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -681277.812500 Penalty: 849.182190
	Iteration 2Q: 3 clusters Score -681277.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -681464.375000 Penalty: 849.182190
	Iteration 3Q: 3 clusters Score -681464.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -681634.250000 Penalty: 849.182190
	Iteration 4Q: 3 clusters Score -681634.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -681762.625000 Penalty: 849.182190
	Iteration 5Q: 3 clusters Score -681762.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -681864.687500 Penalty: 849.182190
	Iteration 6Q: 3 clusters Score -681864.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -681978.062500 Penalty: 849.182190
	Iteration 7Q: 3 clusters Score -681978.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -682120.562500 Penalty: 849.182190
	Iteration 8Q: 3 clusters Score -682120.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -682322.750000 Penalty: 849.182190
	Iteration 9Q: 3 clusters Score -682322.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -682635.875000 Penalty: 849.182190
	Iteration 10Q: 3 clusters Score -682635.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -683021.187500 Penalty: 849.182190
	Iteration 11Q: 3 clusters Score -683021.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -683415.437500 Penalty: 849.182190
	Iteration 12Q: 3 clusters Score -683415.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -683710.312500 Penalty: 849.182190
	Iteration 13Q: 3 clusters Score -683710.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -683862.500000 Penalty: 849.182190
	Iteration 14Q: 3 clusters Score -683862.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -683959.937500 Penalty: 849.182190
	Iteration 15Q: 3 clusters Score -683959.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -684055.500000 Penalty: 849.182190
	Iteration 16Q: 3 clusters Score -684055.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -684150.750000 Penalty: 849.182190
	Iteration 17Q: 3 clusters Score -684150.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -684230.625000 Penalty: 849.182190
	Iteration 18Q: 3 clusters Score -684230.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -684297.062500 Penalty: 849.182190
	Iteration 19Q: 3 clusters Score -684297.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -684350.000000 Penalty: 849.182190
	Iteration 20F: 3 clusters Score -684350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -684403.125000 Penalty: 849.182190
	Iteration 21Q: 3 clusters Score -684403.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -684444.375000 Penalty: 849.182190
	Iteration 22Q: 3 clusters Score -684444.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -684475.312500 Penalty: 849.182190
	Iteration 23Q: 3 clusters Score -684475.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -684495.250000 Penalty: 849.182190
	Iteration 24Q: 3 clusters Score -684495.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -684510.750000 Penalty: 849.182190
	Iteration 25Q: 3 clusters Score -684510.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -684523.062500 Penalty: 849.182190
	Iteration 26Q: 3 clusters Score -684523.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -684534.937500 Penalty: 849.182190
	Iteration 27Q: 3 clusters Score -684534.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -684545.750000 Penalty: 849.182190
	Iteration 28Q: 3 clusters Score -684545.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -684558.250000 Penalty: 849.182190
	Iteration 29Q: 3 clusters Score -684558.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -684569.187500 Penalty: 849.182190
	Iteration 30Q: 3 clusters Score -684569.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -684577.875000 Penalty: 849.182190
	Iteration 31Q: 3 clusters Score -684577.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -684595.375000 Penalty: 849.182190
	Iteration 32Q: 3 clusters Score -684595.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -684616.750000 Penalty: 849.182190
	Iteration 33Q: 3 clusters Score -684616.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -684640.125000 Penalty: 849.182190
	Iteration 34Q: 3 clusters Score -684640.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -684665.562500 Penalty: 849.182190
	Iteration 35Q: 3 clusters Score -684665.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -684687.000000 Penalty: 849.182190
	Iteration 36Q: 3 clusters Score -684687 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -684708.312500 Penalty: 849.182190
	Iteration 37Q: 3 clusters Score -684708.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -684736.562500 Penalty: 849.182190
	Iteration 38Q: 3 clusters Score -684736.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -684759.937500 Penalty: 849.182190
	Iteration 39Q: 3 clusters Score -684759.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -684782.812500 Penalty: 849.182190
	Iteration 40F: 3 clusters Score -684782.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -684807.500000 Penalty: 849.182190
	Iteration 41Q: 3 clusters Score -684807.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -684831.687500 Penalty: 849.182190
	Iteration 42Q: 3 clusters Score -684831.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -684849.812500 Penalty: 849.182190
	Iteration 43Q: 3 clusters Score -684849.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -684872.687500 Penalty: 849.182190
	Iteration 44Q: 3 clusters Score -684872.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -684891.062500 Penalty: 849.182190
	Iteration 45Q: 3 clusters Score -684891.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -684908.062500 Penalty: 849.182190
	Iteration 46Q: 3 clusters Score -684908.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -684929.187500 Penalty: 849.182190
	Iteration 47Q: 3 clusters Score -684929.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -684951.812500 Penalty: 849.182190
	Iteration 48Q: 3 clusters Score -684951.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -684973.562500 Penalty: 849.182190
	Iteration 49Q: 3 clusters Score -684973.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -684993.562500 Penalty: 849.182190
	Iteration 50Q: 3 clusters Score -684993.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -685010.062500 Penalty: 849.182190
	Iteration 51Q: 3 clusters Score -685010.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -685027.625000 Penalty: 849.182190
	Iteration 52Q: 3 clusters Score -685027.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -685040.875000 Penalty: 849.182190
	Iteration 53Q: 3 clusters Score -685040.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -685048.625000 Penalty: 849.182190
	Iteration 54Q: 3 clusters Score -685048.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -685058.812500 Penalty: 849.182190
	Iteration 55Q: 3 clusters Score -685058.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -685067.812500 Penalty: 849.182190
	Iteration 56Q: 3 clusters Score -685067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -685073.062500 Penalty: 849.182190
	Iteration 57Q: 3 clusters Score -685073.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -685081.125000 Penalty: 849.182190
	Iteration 58Q: 3 clusters Score -685081.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -685087.812500 Penalty: 849.182190
	Iteration 59Q: 3 clusters Score -685087.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -685094.250000 Penalty: 849.182190
	Iteration 60F: 3 clusters Score -685094.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -685103.312500 Penalty: 849.182190
	Iteration 61Q: 3 clusters Score -685103.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -685113.687500 Penalty: 849.182190
	Iteration 62Q: 3 clusters Score -685113.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -685123.250000 Penalty: 849.182190
	Iteration 63Q: 3 clusters Score -685123.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -685129.687500 Penalty: 849.182190
	Iteration 64Q: 3 clusters Score -685129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -685137.250000 Penalty: 849.182190
	Iteration 65Q: 3 clusters Score -685137.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -685145.250000 Penalty: 849.182190
	Iteration 66Q: 3 clusters Score -685145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -685149.625000 Penalty: 849.182190
	Iteration 67Q: 3 clusters Score -685149.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -685154.375000 Penalty: 849.182190
	Iteration 68Q: 3 clusters Score -685154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -685156.625000 Penalty: 849.182190
	Iteration 69Q: 3 clusters Score -685156.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -685160.625000 Penalty: 849.182190
	Iteration 70Q: 3 clusters Score -685160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -685163.812500 Penalty: 849.182190
	Iteration 71Q: 3 clusters Score -685163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -685166.500000 Penalty: 849.182190
	Iteration 72Q: 3 clusters Score -685166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -685167.750000 Penalty: 849.182190
	Iteration 73Q: 3 clusters Score -685167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -685170.312500 Penalty: 849.182190
	Iteration 74Q: 3 clusters Score -685170.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -685170.875000 Penalty: 849.182190
	Iteration 75Q: 3 clusters Score -685170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -685172.500000 Penalty: 849.182190
	Iteration 76Q: 3 clusters Score -685172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -685172.437500 Penalty: 849.182190
	Iteration 77Q: 3 clusters Score -685172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -685174.250000 Penalty: 849.182190
	Iteration 78Q: 3 clusters Score -685174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -685173.812500 Penalty: 849.182190
	Iteration 79Q: 3 clusters Score -685173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -685172.562500 Penalty: 849.182190
	Iteration 80F: 3 clusters Score -685172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -685173.625000 Penalty: 849.182190
	Iteration 81Q: 3 clusters Score -685173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -685174.187500 Penalty: 849.182190
	Iteration 82Q: 3 clusters Score -685174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -685173.937500 Penalty: 849.182190
	Iteration 83Q: 3 clusters Score -685173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -685175.625000 Penalty: 849.182190
	Iteration 84Q: 3 clusters Score -685175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -685175.500000 Penalty: 849.182190
	Iteration 85Q: 3 clusters Score -685175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -685175.375000 Penalty: 849.182190
	Iteration 86Q: 3 clusters Score -685175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -685175.375000 Penalty: 849.182190
	Iteration 87F: 3 clusters Score -685175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -200152.515625 Penalty: 371.679016
	Iteration 0F: 2 clusters Score -200152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -197732.125000 Penalty: 743.358032
	Iteration 0F: 3 clusters Score -197732.1 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -198772.828125 Penalty: 743.358032
	Iteration 1F: 3 clusters Score -198772.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -198963.421875 Penalty: 743.358032
	Iteration 2F: 3 clusters Score -198963.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -199129.359375 Penalty: 743.358032
	Iteration 3F: 3 clusters Score -199129.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -199281.281250 Penalty: 743.358032
	Iteration 4F: 3 clusters Score -199281.3 nChanged 156
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: -199398.343750 Penalty: 743.358032
	Iteration 5Q: 3 clusters Score -199398.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -199494.890625 Penalty: 743.358032
	Iteration 6Q: 3 clusters Score -199494.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -199549.609375 Penalty: 743.358032
	Iteration 7Q: 3 clusters Score -199549.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -199579.343750 Penalty: 743.358032
	Iteration 8Q: 3 clusters Score -199579.3 nChanged 54
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: -199600.781250 Penalty: 743.358032
	Iteration 9Q: 3 clusters Score -199600.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -199612.031250 Penalty: 743.358032
	Iteration 10Q: 3 clusters Score -199612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -199619.625000 Penalty: 743.358032
	Iteration 11Q: 3 clusters Score -199619.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -199629.812500 Penalty: 743.358032
	Iteration 12Q: 3 clusters Score -199629.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -199635.671875 Penalty: 743.358032
	Iteration 13Q: 3 clusters Score -199635.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199643.296875 Penalty: 743.358032
	Iteration 14Q: 3 clusters Score -199643.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -199649.328125 Penalty: 743.358032
	Iteration 15Q: 3 clusters Score -199649.3 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: -199655.578125 Penalty: 743.358032
	Iteration 16Q: 3 clusters Score -199655.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -199664.859375 Penalty: 743.358032
	Iteration 17Q: 3 clusters Score -199664.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -199672.406250 Penalty: 743.358032
	Iteration 18Q: 3 clusters Score -199672.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -199674.859375 Penalty: 743.358032
	Iteration 19Q: 3 clusters Score -199674.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -199678.203125 Penalty: 743.358032
	Iteration 20F: 3 clusters Score -199678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -199680.031250 Penalty: 743.358032
	Iteration 21Q: 3 clusters Score -199680 nChanged 14
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: -199683.156250 Penalty: 743.358032
	Iteration 22Q: 3 clusters Score -199683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -199688.312500 Penalty: 743.358032
	Iteration 23Q: 3 clusters Score -199688.3 nChanged 19
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: -199692.906250 Penalty: 743.358032
	Iteration 24Q: 3 clusters Score -199692.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -199698.500000 Penalty: 743.358032
	Iteration 25Q: 3 clusters Score -199698.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -199703.703125 Penalty: 743.358032
	Iteration 26Q: 3 clusters Score -199703.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -199711.359375 Penalty: 743.358032
	Iteration 27Q: 3 clusters Score -199711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -199719.281250 Penalty: 743.358032
	Iteration 28Q: 3 clusters Score -199719.3 nChanged 20
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: -199725.093750 Penalty: 743.358032
	Iteration 29Q: 3 clusters Score -199725.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -199730.312500 Penalty: 743.358032
	Iteration 30Q: 3 clusters Score -199730.3 nChanged 19
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: -199733.968750 Penalty: 743.358032
	Iteration 31Q: 3 clusters Score -199734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -199736.484375 Penalty: 743.358032
	Iteration 32Q: 3 clusters Score -199736.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -199739.343750 Penalty: 743.358032
	Iteration 33Q: 3 clusters Score -199739.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -199740.140625 Penalty: 743.358032
	Iteration 34Q: 3 clusters Score -199740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -199741.281250 Penalty: 743.358032
	Iteration 35Q: 3 clusters Score -199741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -199742.515625 Penalty: 743.358032
	Iteration 36Q: 3 clusters Score -199742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -199743.328125 Penalty: 743.358032
	Iteration 37Q: 3 clusters Score -199743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -199743.609375 Penalty: 743.358032
	Iteration 38Q: 3 clusters Score -199743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -199744.218750 Penalty: 743.358032
	Iteration 39Q: 3 clusters Score -199744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -199746.250000 Penalty: 743.358032
	Iteration 40F: 3 clusters Score -199746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -199747.687500 Penalty: 743.358032
	Iteration 41Q: 3 clusters Score -199747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -199748.062500 Penalty: 743.358032
	Iteration 42Q: 3 clusters Score -199748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -199748.812500 Penalty: 743.358032
	Iteration 43Q: 3 clusters Score -199748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -199748.906250 Penalty: 743.358032
	Iteration 44Q: 3 clusters Score -199748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -199749.171875 Penalty: 743.358032
	Iteration 45Q: 3 clusters Score -199749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -199749.171875 Penalty: 743.358032
	Iteration 46F: 3 clusters Score -199749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -149550.484375 Penalty: 356.157593
	Iteration 0F: 2 clusters Score -149550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -147802.375000 Penalty: 712.315186
	Iteration 0F: 3 clusters Score -147802.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -148388.921875 Penalty: 712.315186
	Iteration 1F: 3 clusters Score -148388.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -148487.578125 Penalty: 712.315186
	Iteration 2F: 3 clusters Score -148487.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -148573.265625 Penalty: 712.315186
	Iteration 3F: 3 clusters Score -148573.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -148653.828125 Penalty: 712.315186
	Iteration 4F: 3 clusters Score -148653.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -148724.250000 Penalty: 712.315186
	Iteration 5F: 3 clusters Score -148724.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -148791.781250 Penalty: 712.315186
	Iteration 6Q: 3 clusters Score -148791.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -148835.796875 Penalty: 712.315186
	Iteration 7Q: 3 clusters Score -148835.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -148878.328125 Penalty: 712.315186
	Iteration 8Q: 3 clusters Score -148878.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -148912.812500 Penalty: 712.315186
	Iteration 9Q: 3 clusters Score -148912.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -148935.093750 Penalty: 712.315186
	Iteration 10Q: 3 clusters Score -148935.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -148950.312500 Penalty: 712.315186
	Iteration 11Q: 3 clusters Score -148950.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -148957.953125 Penalty: 712.315186
	Iteration 12Q: 3 clusters Score -148958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -148964.140625 Penalty: 712.315186
	Iteration 13Q: 3 clusters Score -148964.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -148969.234375 Penalty: 712.315186
	Iteration 14Q: 3 clusters Score -148969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -148974.593750 Penalty: 712.315186
	Iteration 15Q: 3 clusters Score -148974.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -148978.906250 Penalty: 712.315186
	Iteration 16Q: 3 clusters Score -148978.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -148982.703125 Penalty: 712.315186
	Iteration 17Q: 3 clusters Score -148982.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -148985.562500 Penalty: 712.315186
	Iteration 18Q: 3 clusters Score -148985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -148986.640625 Penalty: 712.315186
	Iteration 19Q: 3 clusters Score -148986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -148987.062500 Penalty: 712.315186
	Iteration 20F: 3 clusters Score -148987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -148987.687500 Penalty: 712.315186
	Iteration 21Q: 3 clusters Score -148987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -148988.421875 Penalty: 712.315186
	Iteration 22Q: 3 clusters Score -148988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -148989.234375 Penalty: 712.315186
	Iteration 23Q: 3 clusters Score -148989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -148990.390625 Penalty: 712.315186
	Iteration 24Q: 3 clusters Score -148990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -148991.078125 Penalty: 712.315186
	Iteration 25Q: 3 clusters Score -148991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -148991.984375 Penalty: 712.315186
	Iteration 26Q: 3 clusters Score -148992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -148992.656250 Penalty: 712.315186
	Iteration 27Q: 3 clusters Score -148992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -148993.156250 Penalty: 712.315186
	Iteration 28Q: 3 clusters Score -148993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -148993.062500 Penalty: 712.315186
	Iteration 29Q: 3 clusters Score -148993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -148993.062500 Penalty: 712.315186
	Iteration 30Q: 3 clusters Score -148993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -148993.687500 Penalty: 712.315186
	Iteration 31Q: 3 clusters Score -148993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -148994.406250 Penalty: 712.315186
	Iteration 32Q: 3 clusters Score -148994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -148994.640625 Penalty: 712.315186
	Iteration 33Q: 3 clusters Score -148994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -148994.625000 Penalty: 712.315186
	Iteration 34Q: 3 clusters Score -148994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -148994.859375 Penalty: 712.315186
	Iteration 35Q: 3 clusters Score -148994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -148994.921875 Penalty: 712.315186
	Iteration 36Q: 3 clusters Score -148994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -148995.140625 Penalty: 712.315186
	Iteration 37Q: 3 clusters Score -148995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -148995.062500 Penalty: 712.315186
	Iteration 38Q: 3 clusters Score -148995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -148995.062500 Penalty: 712.315186
	Iteration 39F: 3 clusters Score -148995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -108797.570312 Penalty: 338.499969
	Iteration 0F: 2 clusters Score -108797.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -107549.125000 Penalty: 676.999939
	Iteration 0F: 3 clusters Score -107549.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107994.320312 Penalty: 676.999939
	Iteration 1F: 3 clusters Score -107994.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108070.664062 Penalty: 676.999939
	Iteration 2F: 3 clusters Score -108070.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -108146.421875 Penalty: 676.999939
	Iteration 3F: 3 clusters Score -108146.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -108208.218750 Penalty: 676.999939
	Iteration 4F: 3 clusters Score -108208.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108247.085938 Penalty: 676.999939
	Iteration 5Q: 3 clusters Score -108247.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -108293.757812 Penalty: 676.999939
	Iteration 6Q: 3 clusters Score -108293.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -108343.882812 Penalty: 676.999939
	Iteration 7Q: 3 clusters Score -108343.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -108394.609375 Penalty: 676.999939
	Iteration 8Q: 3 clusters Score -108394.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -108442.718750 Penalty: 676.999939
	Iteration 9Q: 3 clusters Score -108442.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -108480.187500 Penalty: 676.999939
	Iteration 10Q: 3 clusters Score -108480.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -108507.546875 Penalty: 676.999939
	Iteration 11Q: 3 clusters Score -108507.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -108523.734375 Penalty: 676.999939
	Iteration 12Q: 3 clusters Score -108523.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -108533.156250 Penalty: 676.999939
	Iteration 13Q: 3 clusters Score -108533.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -108541.015625 Penalty: 676.999939
	Iteration 14Q: 3 clusters Score -108541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -108546.023438 Penalty: 676.999939
	Iteration 15Q: 3 clusters Score -108546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -108549.343750 Penalty: 676.999939
	Iteration 16Q: 3 clusters Score -108549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -108553.976562 Penalty: 676.999939
	Iteration 17Q: 3 clusters Score -108554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -108556.898438 Penalty: 676.999939
	Iteration 18Q: 3 clusters Score -108556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -108558.585938 Penalty: 676.999939
	Iteration 19Q: 3 clusters Score -108558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -108558.992188 Penalty: 676.999939
	Iteration 20F: 3 clusters Score -108559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -108559.445312 Penalty: 676.999939
	Iteration 21Q: 3 clusters Score -108559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -108561.398438 Penalty: 676.999939
	Iteration 22Q: 3 clusters Score -108561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -108562.781250 Penalty: 676.999939
	Iteration 23Q: 3 clusters Score -108562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -108564.750000 Penalty: 676.999939
	Iteration 24Q: 3 clusters Score -108564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -108567.359375 Penalty: 676.999939
	Iteration 25Q: 3 clusters Score -108567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -108567.906250 Penalty: 676.999939
	Iteration 26Q: 3 clusters Score -108567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -108568.812500 Penalty: 676.999939
	Iteration 27Q: 3 clusters Score -108568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -108570.796875 Penalty: 676.999939
	Iteration 28Q: 3 clusters Score -108570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -108573.398438 Penalty: 676.999939
	Iteration 29Q: 3 clusters Score -108573.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -108576.437500 Penalty: 676.999939
	Iteration 30Q: 3 clusters Score -108576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -108580.609375 Penalty: 676.999939
	Iteration 31Q: 3 clusters Score -108580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -108583.117188 Penalty: 676.999939
	Iteration 32Q: 3 clusters Score -108583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -108583.609375 Penalty: 676.999939
	Iteration 33Q: 3 clusters Score -108583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -108585.953125 Penalty: 676.999939
	Iteration 34Q: 3 clusters Score -108586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -108587.546875 Penalty: 676.999939
	Iteration 35Q: 3 clusters Score -108587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -108588.804688 Penalty: 676.999939
	Iteration 36Q: 3 clusters Score -108588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -108589.625000 Penalty: 676.999939
	Iteration 37Q: 3 clusters Score -108589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -108590.125000 Penalty: 676.999939
	Iteration 38Q: 3 clusters Score -108590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -108591.710938 Penalty: 676.999939
	Iteration 39Q: 3 clusters Score -108591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -108592.273438 Penalty: 676.999939
	Iteration 40F: 3 clusters Score -108592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -108592.773438 Penalty: 676.999939
	Iteration 41Q: 3 clusters Score -108592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -108592.773438 Penalty: 676.999939
	Iteration 42F: 3 clusters Score -108592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -40253.843750 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -40253.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39612.214844 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -39612.21 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39786.058594 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -39786.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39835.015625 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -39835.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39869.226562 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -39869.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39891.593750 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -39891.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39910.445312 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -39910.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39929.113281 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -39929.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39951.300781 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -39951.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39969.824219 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -39969.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39991.468750 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -39991.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40026.992188 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -40026.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -40069.761719 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -40069.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -40090.390625 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -40090.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40106.289062 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -40106.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40119.332031 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -40119.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -40125.589844 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -40125.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40129.777344 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -40129.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40130.734375 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -40130.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -40131.628906 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -40131.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -40132.351562 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -40132.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -40132.597656 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -40132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -56462.390625 Penalty: 312.963867
	Iteration 0F: 2 clusters Score -56462.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55716.062500 Penalty: 625.927734
	Iteration 0F: 3 clusters Score -55716.06 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55925.187500 Penalty: 625.927734
	Iteration 1F: 3 clusters Score -55925.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55970.449219 Penalty: 625.927734
	Iteration 2F: 3 clusters Score -55970.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56009.605469 Penalty: 625.927734
	Iteration 3F: 3 clusters Score -56009.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -56039.921875 Penalty: 625.927734
	Iteration 4Q: 3 clusters Score -56039.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -56065.960938 Penalty: 625.927734
	Iteration 5Q: 3 clusters Score -56065.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56080.468750 Penalty: 625.927734
	Iteration 6Q: 3 clusters Score -56080.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -56086.480469 Penalty: 625.927734
	Iteration 7Q: 3 clusters Score -56086.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56095.058594 Penalty: 625.927734
	Iteration 8Q: 3 clusters Score -56095.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56107.742188 Penalty: 625.927734
	Iteration 9Q: 3 clusters Score -56107.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56120.488281 Penalty: 625.927734
	Iteration 10Q: 3 clusters Score -56120.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56137.089844 Penalty: 625.927734
	Iteration 11Q: 3 clusters Score -56137.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56149.187500 Penalty: 625.927734
	Iteration 12Q: 3 clusters Score -56149.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56161.191406 Penalty: 625.927734
	Iteration 13Q: 3 clusters Score -56161.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56176.000000 Penalty: 625.927734
	Iteration 14Q: 3 clusters Score -56176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56188.886719 Penalty: 625.927734
	Iteration 15Q: 3 clusters Score -56188.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56206.011719 Penalty: 625.927734
	Iteration 16Q: 3 clusters Score -56206.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56219.085938 Penalty: 625.927734
	Iteration 17Q: 3 clusters Score -56219.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56224.765625 Penalty: 625.927734
	Iteration 18Q: 3 clusters Score -56224.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56225.945312 Penalty: 625.927734
	Iteration 19Q: 3 clusters Score -56225.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56230.539062 Penalty: 625.927734
	Iteration 20F: 3 clusters Score -56230.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56231.800781 Penalty: 625.927734
	Iteration 21Q: 3 clusters Score -56231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56234.496094 Penalty: 625.927734
	Iteration 22Q: 3 clusters Score -56234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56235.714844 Penalty: 625.927734
	Iteration 23Q: 3 clusters Score -56235.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56236.050781 Penalty: 625.927734
	Iteration 24Q: 3 clusters Score -56236.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56236.050781 Penalty: 625.927734
	Iteration 25F: 3 clusters Score -56236.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -189294.640625 Penalty: 365.071625
	Iteration 0F: 2 clusters Score -189294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -187166.421875 Penalty: 730.143250
	Iteration 0F: 3 clusters Score -187166.4 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -188053.125000 Penalty: 730.143250
	Iteration 1F: 3 clusters Score -188053.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -188205.765625 Penalty: 730.143250
	Iteration 2F: 3 clusters Score -188205.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -188330.625000 Penalty: 730.143250
	Iteration 3F: 3 clusters Score -188330.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -188457.140625 Penalty: 730.143250
	Iteration 4F: 3 clusters Score -188457.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -188537.187500 Penalty: 730.143250
	Iteration 5Q: 3 clusters Score -188537.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -188575.625000 Penalty: 730.143250
	Iteration 6Q: 3 clusters Score -188575.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -188612.281250 Penalty: 730.143250
	Iteration 7Q: 3 clusters Score -188612.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -188639.984375 Penalty: 730.143250
	Iteration 8Q: 3 clusters Score -188640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -188664.187500 Penalty: 730.143250
	Iteration 9Q: 3 clusters Score -188664.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -188681.187500 Penalty: 730.143250
	Iteration 10Q: 3 clusters Score -188681.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -188693.375000 Penalty: 730.143250
	Iteration 11Q: 3 clusters Score -188693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -188702.640625 Penalty: 730.143250
	Iteration 12Q: 3 clusters Score -188702.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -188708.109375 Penalty: 730.143250
	Iteration 13Q: 3 clusters Score -188708.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -188714.093750 Penalty: 730.143250
	Iteration 14Q: 3 clusters Score -188714.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -188719.984375 Penalty: 730.143250
	Iteration 15Q: 3 clusters Score -188720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -188726.359375 Penalty: 730.143250
	Iteration 16Q: 3 clusters Score -188726.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -188735.109375 Penalty: 730.143250
	Iteration 17Q: 3 clusters Score -188735.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -188745.078125 Penalty: 730.143250
	Iteration 18Q: 3 clusters Score -188745.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -188755.546875 Penalty: 730.143250
	Iteration 19Q: 3 clusters Score -188755.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -188760.187500 Penalty: 730.143250
	Iteration 20F: 3 clusters Score -188760.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -188764.093750 Penalty: 730.143250
	Iteration 21Q: 3 clusters Score -188764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -188768.500000 Penalty: 730.143250
	Iteration 22Q: 3 clusters Score -188768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -188772.000000 Penalty: 730.143250
	Iteration 23Q: 3 clusters Score -188772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -188775.796875 Penalty: 730.143250
	Iteration 24Q: 3 clusters Score -188775.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -188778.765625 Penalty: 730.143250
	Iteration 25Q: 3 clusters Score -188778.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -188782.046875 Penalty: 730.143250
	Iteration 26Q: 3 clusters Score -188782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -188788.078125 Penalty: 730.143250
	Iteration 27Q: 3 clusters Score -188788.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -188794.609375 Penalty: 730.143250
	Iteration 28Q: 3 clusters Score -188794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -188799.796875 Penalty: 730.143250
	Iteration 29Q: 3 clusters Score -188799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -188802.453125 Penalty: 730.143250
	Iteration 30Q: 3 clusters Score -188802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -188804.296875 Penalty: 730.143250
	Iteration 31Q: 3 clusters Score -188804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -188805.703125 Penalty: 730.143250
	Iteration 32Q: 3 clusters Score -188805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -188807.234375 Penalty: 730.143250
	Iteration 33Q: 3 clusters Score -188807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -188809.046875 Penalty: 730.143250
	Iteration 34Q: 3 clusters Score -188809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -188813.703125 Penalty: 730.143250
	Iteration 35Q: 3 clusters Score -188813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -188818.578125 Penalty: 730.143250
	Iteration 36Q: 3 clusters Score -188818.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -188827.843750 Penalty: 730.143250
	Iteration 37Q: 3 clusters Score -188827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -188837.000000 Penalty: 730.143250
	Iteration 38Q: 3 clusters Score -188837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -188844.140625 Penalty: 730.143250
	Iteration 39Q: 3 clusters Score -188844.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -188854.109375 Penalty: 730.143250
	Iteration 40F: 3 clusters Score -188854.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -188862.890625 Penalty: 730.143250
	Iteration 41Q: 3 clusters Score -188862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -188869.703125 Penalty: 730.143250
	Iteration 42Q: 3 clusters Score -188869.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -188877.031250 Penalty: 730.143250
	Iteration 43Q: 3 clusters Score -188877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -188882.109375 Penalty: 730.143250
	Iteration 44Q: 3 clusters Score -188882.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -188887.859375 Penalty: 730.143250
	Iteration 45Q: 3 clusters Score -188887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -188892.953125 Penalty: 730.143250
	Iteration 46Q: 3 clusters Score -188893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -188898.406250 Penalty: 730.143250
	Iteration 47Q: 3 clusters Score -188898.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -188910.500000 Penalty: 730.143250
	Iteration 48Q: 3 clusters Score -188910.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -188921.921875 Penalty: 730.143250
	Iteration 49Q: 3 clusters Score -188921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -188929.625000 Penalty: 730.143250
	Iteration 50Q: 3 clusters Score -188929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -188934.078125 Penalty: 730.143250
	Iteration 51Q: 3 clusters Score -188934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -188937.921875 Penalty: 730.143250
	Iteration 52Q: 3 clusters Score -188937.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -188942.453125 Penalty: 730.143250
	Iteration 53Q: 3 clusters Score -188942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -188944.546875 Penalty: 730.143250
	Iteration 54Q: 3 clusters Score -188944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -188944.796875 Penalty: 730.143250
	Iteration 55Q: 3 clusters Score -188944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -188945.140625 Penalty: 730.143250
	Iteration 56Q: 3 clusters Score -188945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -188947.875000 Penalty: 730.143250
	Iteration 57Q: 3 clusters Score -188947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -188948.750000 Penalty: 730.143250
	Iteration 58Q: 3 clusters Score -188948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -188948.968750 Penalty: 730.143250
	Iteration 59Q: 3 clusters Score -188949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -188949.140625 Penalty: 730.143250
	Iteration 60F: 3 clusters Score -188949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Entering Unmasked Estep 
Score: -1024730.812500 Penalty: 442.786499
	Iteration 0F: 2 clusters Score -1024731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1013510.375000 Penalty: 885.572998
	Iteration 0F: 3 clusters Score -1013510 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1018122.000000 Penalty: 885.572998
	Iteration 1F: 3 clusters Score -1018122 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1018530.500000 Penalty: 885.572998
	Iteration 2Q: 3 clusters Score -1018530 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1019191.937500 Penalty: 885.572998
	Iteration 3F: 3 clusters Score -1019192 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1020163.125000 Penalty: 885.572998
	Iteration 4F: 3 clusters Score -1020163 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1021359.312500 Penalty: 885.572998
	Iteration 5F: 3 clusters Score -1021359 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1022420.937500 Penalty: 885.572998
	Iteration 6F: 3 clusters Score -1022421 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1023087.750000 Penalty: 885.572998
	Iteration 7Q: 3 clusters Score -1023088 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1023526.500000 Penalty: 885.572998
	Iteration 8Q: 3 clusters Score -1023526 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1023823.250000 Penalty: 885.572998
	Iteration 9Q: 3 clusters Score -1023823 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1024021.812500 Penalty: 885.572998
	Iteration 10Q: 3 clusters Score -1024022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1024156.375000 Penalty: 885.572998
	Iteration 11Q: 3 clusters Score -1024156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1024231.000000 Penalty: 885.572998
	Iteration 12Q: 3 clusters Score -1024231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1024271.062500 Penalty: 885.572998
	Iteration 13Q: 3 clusters Score -1024271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1024296.562500 Penalty: 885.572998
	Iteration 14Q: 3 clusters Score -1024297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1024316.875000 Penalty: 885.572998
	Iteration 15Q: 3 clusters Score -1024317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1024326.875000 Penalty: 885.572998
	Iteration 16Q: 3 clusters Score -1024327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1024334.937500 Penalty: 885.572998
	Iteration 17Q: 3 clusters Score -1024335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1024343.187500 Penalty: 885.572998
	Iteration 18Q: 3 clusters Score -1024343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1024349.937500 Penalty: 885.572998
	Iteration 19Q: 3 clusters Score -1024350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1024359.812500 Penalty: 885.572998
	Iteration 20F: 3 clusters Score -1024360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1024366.312500 Penalty: 885.572998
	Iteration 21Q: 3 clusters Score -1024366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1024372.812500 Penalty: 885.572998
	Iteration 22Q: 3 clusters Score -1024373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1024373.437500 Penalty: 885.572998
	Iteration 23Q: 3 clusters Score -1024373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1024373.625000 Penalty: 885.572998
	Iteration 24Q: 3 clusters Score -1024374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1024374.250000 Penalty: 885.572998
	Iteration 25Q: 3 clusters Score -1024374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1024374.250000 Penalty: 885.572998
	Iteration 26F: 3 clusters Score -1024374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -245615.640625 Penalty: 373.511139
	Iteration 0F: 2 clusters Score -245615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -243088.125000 Penalty: 747.022278
	Iteration 0F: 3 clusters Score -243088.1 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -243997.578125 Penalty: 747.022278
	Iteration 1F: 3 clusters Score -243997.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -244132.453125 Penalty: 747.022278
	Iteration 2F: 3 clusters Score -244132.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244259.593750 Penalty: 747.022278
	Iteration 3F: 3 clusters Score -244259.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -244370.718750 Penalty: 747.022278
	Iteration 4F: 3 clusters Score -244370.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -244505.468750 Penalty: 747.022278
	Iteration 5F: 3 clusters Score -244505.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -244665.125000 Penalty: 747.022278
	Iteration 6F: 3 clusters Score -244665.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -244784.437500 Penalty: 747.022278
	Iteration 7Q: 3 clusters Score -244784.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244886.484375 Penalty: 747.022278
	Iteration 8Q: 3 clusters Score -244886.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244971.937500 Penalty: 747.022278
	Iteration 9Q: 3 clusters Score -244971.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -245026.468750 Penalty: 747.022278
	Iteration 10Q: 3 clusters Score -245026.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -245056.953125 Penalty: 747.022278
	Iteration 11Q: 3 clusters Score -245057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -245082.703125 Penalty: 747.022278
	Iteration 12Q: 3 clusters Score -245082.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -245099.453125 Penalty: 747.022278
	Iteration 13Q: 3 clusters Score -245099.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245111.484375 Penalty: 747.022278
	Iteration 14Q: 3 clusters Score -245111.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -245124.937500 Penalty: 747.022278
	Iteration 15Q: 3 clusters Score -245124.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -245136.484375 Penalty: 747.022278
	Iteration 16Q: 3 clusters Score -245136.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -245142.359375 Penalty: 747.022278
	Iteration 17Q: 3 clusters Score -245142.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -245148.546875 Penalty: 747.022278
	Iteration 18Q: 3 clusters Score -245148.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -245152.218750 Penalty: 747.022278
	Iteration 19Q: 3 clusters Score -245152.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -245157.531250 Penalty: 747.022278
	Iteration 20F: 3 clusters Score -245157.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -245163.187500 Penalty: 747.022278
	Iteration 21Q: 3 clusters Score -245163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -245169.281250 Penalty: 747.022278
	Iteration 22Q: 3 clusters Score -245169.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -245175.812500 Penalty: 747.022278
	Iteration 23Q: 3 clusters Score -245175.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -245182.890625 Penalty: 747.022278
	Iteration 24Q: 3 clusters Score -245182.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -245192.437500 Penalty: 747.022278
	Iteration 25Q: 3 clusters Score -245192.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -245199.000000 Penalty: 747.022278
	Iteration 26Q: 3 clusters Score -245199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -245207.750000 Penalty: 747.022278
	Iteration 27Q: 3 clusters Score -245207.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -245215.078125 Penalty: 747.022278
	Iteration 28Q: 3 clusters Score -245215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -245219.015625 Penalty: 747.022278
	Iteration 29Q: 3 clusters Score -245219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -245220.781250 Penalty: 747.022278
	Iteration 30Q: 3 clusters Score -245220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -245221.875000 Penalty: 747.022278
	Iteration 31Q: 3 clusters Score -245221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -245222.750000 Penalty: 747.022278
	Iteration 32Q: 3 clusters Score -245222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -245223.515625 Penalty: 747.022278
	Iteration 33Q: 3 clusters Score -245223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245224.421875 Penalty: 747.022278
	Iteration 34Q: 3 clusters Score -245224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -245224.328125 Penalty: 747.022278
	Iteration 35Q: 3 clusters Score -245224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -245225.234375 Penalty: 747.022278
	Iteration 36Q: 3 clusters Score -245225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -245226.578125 Penalty: 747.022278
	Iteration 37Q: 3 clusters Score -245226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -245228.875000 Penalty: 747.022278
	Iteration 38Q: 3 clusters Score -245228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -245230.156250 Penalty: 747.022278
	Iteration 39Q: 3 clusters Score -245230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -245232.640625 Penalty: 747.022278
	Iteration 40F: 3 clusters Score -245232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -245234.250000 Penalty: 747.022278
	Iteration 41Q: 3 clusters Score -245234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -245237.328125 Penalty: 747.022278
	Iteration 42Q: 3 clusters Score -245237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -245239.500000 Penalty: 747.022278
	Iteration 43Q: 3 clusters Score -245239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -245240.390625 Penalty: 747.022278
	Iteration 44Q: 3 clusters Score -245240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -245240.500000 Penalty: 747.022278
	Iteration 45Q: 3 clusters Score -245240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -245240.531250 Penalty: 747.022278
	Iteration 46Q: 3 clusters Score -245240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -245241.359375 Penalty: 747.022278
	Iteration 47Q: 3 clusters Score -245241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -245241.781250 Penalty: 747.022278
	Iteration 48Q: 3 clusters Score -245241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -245241.703125 Penalty: 747.022278
	Iteration 49Q: 3 clusters Score -245241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -245241.953125 Penalty: 747.022278
	Iteration 50Q: 3 clusters Score -245242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -245242.921875 Penalty: 747.022278
	Iteration 51Q: 3 clusters Score -245242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -245243.203125 Penalty: 747.022278
	Iteration 52Q: 3 clusters Score -245243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -245243.421875 Penalty: 747.022278
	Iteration 53Q: 3 clusters Score -245243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -245243.421875 Penalty: 747.022278
	Iteration 54F: 3 clusters Score -245243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -335749.593750 Penalty: 389.786896
	Iteration 0F: 2 clusters Score -335749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -332262.593750 Penalty: 779.573792
	Iteration 0F: 3 clusters Score -332262.6 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -333544.062500 Penalty: 779.573792
	Iteration 1F: 3 clusters Score -333544.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -333677.218750 Penalty: 779.573792
	Iteration 2F: 3 clusters Score -333677.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -333858.343750 Penalty: 779.573792
	Iteration 3F: 3 clusters Score -333858.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -334097.312500 Penalty: 779.573792
	Iteration 4F: 3 clusters Score -334097.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -334389.468750 Penalty: 779.573792
	Iteration 5F: 3 clusters Score -334389.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -334686.812500 Penalty: 779.573792
	Iteration 6F: 3 clusters Score -334686.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -334973.281250 Penalty: 779.573792
	Iteration 7F: 3 clusters Score -334973.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -335171.125000 Penalty: 779.573792
	Iteration 8Q: 3 clusters Score -335171.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -335284.531250 Penalty: 779.573792
	Iteration 9Q: 3 clusters Score -335284.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -335345.875000 Penalty: 779.573792
	Iteration 10Q: 3 clusters Score -335345.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -335395.312500 Penalty: 779.573792
	Iteration 11Q: 3 clusters Score -335395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -335418.500000 Penalty: 779.573792
	Iteration 12Q: 3 clusters Score -335418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -335430.843750 Penalty: 779.573792
	Iteration 13Q: 3 clusters Score -335430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -335437.687500 Penalty: 779.573792
	Iteration 14Q: 3 clusters Score -335437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -335439.250000 Penalty: 779.573792
	Iteration 15Q: 3 clusters Score -335439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -335441.750000 Penalty: 779.573792
	Iteration 16Q: 3 clusters Score -335441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -335441.843750 Penalty: 779.573792
	Iteration 17Q: 3 clusters Score -335441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -335442.500000 Penalty: 779.573792
	Iteration 18Q: 3 clusters Score -335442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -335442.968750 Penalty: 779.573792
	Iteration 19Q: 3 clusters Score -335443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -335442.968750 Penalty: 779.573792
	Iteration 20F: 3 clusters Score -335443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -45744.585938 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -45744.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45012.867188 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -45012.87 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -45284.851562 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -45284.85 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -45356.281250 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -45356.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45390.570312 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -45390.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -45407.593750 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -45407.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45419.800781 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -45419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45427.242188 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -45427.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45436.804688 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -45436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45444.601562 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -45444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -45452.488281 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -45452.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -45457.640625 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -45457.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45467.484375 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -45467.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45476.484375 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -45476.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45486.417969 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -45486.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45493.804688 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -45493.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -45503.007812 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -45503.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45506.554688 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -45506.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -45508.371094 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -45508.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -45509.437500 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -45509.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -45512.210938 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -45512.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -45519.824219 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -45519.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -45527.773438 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -45527.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -45533.035156 Penalty: 618.307373
	Iteration 22Q: 3 clusters Score -45533.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -45537.277344 Penalty: 618.307373
	Iteration 23Q: 3 clusters Score -45537.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -45538.179688 Penalty: 618.307373
	Iteration 24Q: 3 clusters Score -45538.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -45540.230469 Penalty: 618.307373
	Iteration 25Q: 3 clusters Score -45540.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -45544.382812 Penalty: 618.307373
	Iteration 26Q: 3 clusters Score -45544.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -45547.566406 Penalty: 618.307373
	Iteration 27Q: 3 clusters Score -45547.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -45549.332031 Penalty: 618.307373
	Iteration 28Q: 3 clusters Score -45549.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -45552.062500 Penalty: 618.307373
	Iteration 29Q: 3 clusters Score -45552.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -45559.953125 Penalty: 618.307373
	Iteration 30Q: 3 clusters Score -45559.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -45570.562500 Penalty: 618.307373
	Iteration 31Q: 3 clusters Score -45570.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -45577.367188 Penalty: 618.307373
	Iteration 32Q: 3 clusters Score -45577.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -45585.785156 Penalty: 618.307373
	Iteration 33Q: 3 clusters Score -45585.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -45590.535156 Penalty: 618.307373
	Iteration 34Q: 3 clusters Score -45590.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -45594.113281 Penalty: 618.307373
	Iteration 35Q: 3 clusters Score -45594.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45595.320312 Penalty: 618.307373
	Iteration 36Q: 3 clusters Score -45595.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -45598.902344 Penalty: 618.307373
	Iteration 37Q: 3 clusters Score -45598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -45601.042969 Penalty: 618.307373
	Iteration 38Q: 3 clusters Score -45601.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -45605.117188 Penalty: 618.307373
	Iteration 39Q: 3 clusters Score -45605.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45608.609375 Penalty: 618.307373
	Iteration 40F: 3 clusters Score -45608.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -45610.160156 Penalty: 618.307373
	Iteration 41Q: 3 clusters Score -45610.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45610.937500 Penalty: 618.307373
	Iteration 42Q: 3 clusters Score -45610.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -45613.414062 Penalty: 618.307373
	Iteration 43Q: 3 clusters Score -45613.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -45617.792969 Penalty: 618.307373
	Iteration 44Q: 3 clusters Score -45617.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -45620.210938 Penalty: 618.307373
	Iteration 45Q: 3 clusters Score -45620.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -45625.136719 Penalty: 618.307373
	Iteration 46Q: 3 clusters Score -45625.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -45631.179688 Penalty: 618.307373
	Iteration 47Q: 3 clusters Score -45631.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -45631.878906 Penalty: 618.307373
	Iteration 48Q: 3 clusters Score -45631.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -45633.589844 Penalty: 618.307373
	Iteration 49Q: 3 clusters Score -45633.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -45634.539062 Penalty: 618.307373
	Iteration 50Q: 3 clusters Score -45634.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -45635.007812 Penalty: 618.307373
	Iteration 51Q: 3 clusters Score -45635.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -45635.007812 Penalty: 618.307373
	Iteration 52F: 3 clusters Score -45635.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -134702.937500 Penalty: 352.397614
	Iteration 0F: 2 clusters Score -134702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -133039.062500 Penalty: 704.795227
	Iteration 0F: 3 clusters Score -133039.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -133598.343750 Penalty: 704.795227
	Iteration 1F: 3 clusters Score -133598.3 nChanged 155
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: -133681.718750 Penalty: 704.795227
	Iteration 2F: 3 clusters Score -133681.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -133759.171875 Penalty: 704.795227
	Iteration 3F: 3 clusters Score -133759.2 nChanged 123
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: -133852.062500 Penalty: 704.795227
	Iteration 4F: 3 clusters Score -133852.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -133965.171875 Penalty: 704.795227
	Iteration 5Q: 3 clusters Score -133965.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -134097.687500 Penalty: 704.795227
	Iteration 6F: 3 clusters Score -134097.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -134195.171875 Penalty: 704.795227
	Iteration 7F: 3 clusters Score -134195.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -134250.062500 Penalty: 704.795227
	Iteration 8Q: 3 clusters Score -134250.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -134285.906250 Penalty: 704.795227
	Iteration 9Q: 3 clusters Score -134285.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -134306.812500 Penalty: 704.795227
	Iteration 10Q: 3 clusters Score -134306.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -134318.109375 Penalty: 704.795227
	Iteration 11Q: 3 clusters Score -134318.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -134331.406250 Penalty: 704.795227
	Iteration 12Q: 3 clusters Score -134331.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -134344.812500 Penalty: 704.795227
	Iteration 13Q: 3 clusters Score -134344.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -134353.375000 Penalty: 704.795227
	Iteration 14Q: 3 clusters Score -134353.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -134365.156250 Penalty: 704.795227
	Iteration 15Q: 3 clusters Score -134365.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -134379.156250 Penalty: 704.795227
	Iteration 16Q: 3 clusters Score -134379.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -134390.421875 Penalty: 704.795227
	Iteration 17Q: 3 clusters Score -134390.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -134400.546875 Penalty: 704.795227
	Iteration 18Q: 3 clusters Score -134400.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -134406.609375 Penalty: 704.795227
	Iteration 19Q: 3 clusters Score -134406.6 nChanged 20
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: -134415.250000 Penalty: 704.795227
	Iteration 20F: 3 clusters Score -134415.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -134424.187500 Penalty: 704.795227
	Iteration 21Q: 3 clusters Score -134424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -134433.406250 Penalty: 704.795227
	Iteration 22Q: 3 clusters Score -134433.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -134442.390625 Penalty: 704.795227
	Iteration 23Q: 3 clusters Score -134442.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -134452.421875 Penalty: 704.795227
	Iteration 24Q: 3 clusters Score -134452.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -134462.390625 Penalty: 704.795227
	Iteration 25Q: 3 clusters Score -134462.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -134468.875000 Penalty: 704.795227
	Iteration 26Q: 3 clusters Score -134468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -134472.218750 Penalty: 704.795227
	Iteration 27Q: 3 clusters Score -134472.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -134477.218750 Penalty: 704.795227
	Iteration 28Q: 3 clusters Score -134477.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -134483.062500 Penalty: 704.795227
	Iteration 29Q: 3 clusters Score -134483.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -134486.578125 Penalty: 704.795227
	Iteration 30Q: 3 clusters Score -134486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -134488.421875 Penalty: 704.795227
	Iteration 31Q: 3 clusters Score -134488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -134492.859375 Penalty: 704.795227
	Iteration 32Q: 3 clusters Score -134492.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -134494.734375 Penalty: 704.795227
	Iteration 33Q: 3 clusters Score -134494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -134495.187500 Penalty: 704.795227
	Iteration 34Q: 3 clusters Score -134495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -134496.218750 Penalty: 704.795227
	Iteration 35Q: 3 clusters Score -134496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134496.546875 Penalty: 704.795227
	Iteration 36Q: 3 clusters Score -134496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -134496.765625 Penalty: 704.795227
	Iteration 37Q: 3 clusters Score -134496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -134497.781250 Penalty: 704.795227
	Iteration 38Q: 3 clusters Score -134497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -134498.437500 Penalty: 704.795227
	Iteration 39Q: 3 clusters Score -134498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -134499.593750 Penalty: 704.795227
	Iteration 40F: 3 clusters Score -134499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -134501.859375 Penalty: 704.795227
	Iteration 41Q: 3 clusters Score -134501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -134503.843750 Penalty: 704.795227
	Iteration 42Q: 3 clusters Score -134503.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134505.500000 Penalty: 704.795227
	Iteration 43Q: 3 clusters Score -134505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134508.281250 Penalty: 704.795227
	Iteration 44Q: 3 clusters Score -134508.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -134509.656250 Penalty: 704.795227
	Iteration 45Q: 3 clusters Score -134509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -134510.890625 Penalty: 704.795227
	Iteration 46Q: 3 clusters Score -134510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -134512.109375 Penalty: 704.795227
	Iteration 47Q: 3 clusters Score -134512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -134512.703125 Penalty: 704.795227
	Iteration 48Q: 3 clusters Score -134512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134513.265625 Penalty: 704.795227
	Iteration 49Q: 3 clusters Score -134513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -134513.828125 Penalty: 704.795227
	Iteration 50Q: 3 clusters Score -134513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -134514.171875 Penalty: 704.795227
	Iteration 51Q: 3 clusters Score -134514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -134514.531250 Penalty: 704.795227
	Iteration 52Q: 3 clusters Score -134514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -134514.656250 Penalty: 704.795227
	Iteration 53Q: 3 clusters Score -134514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -134515.078125 Penalty: 704.795227
	Iteration 54Q: 3 clusters Score -134515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -134515.312500 Penalty: 704.795227
	Iteration 55Q: 3 clusters Score -134515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -134515.468750 Penalty: 704.795227
	Iteration 56Q: 3 clusters Score -134515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -134515.468750 Penalty: 704.795227
	Iteration 57F: 3 clusters Score -134515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Entering Unmasked Estep 
Score: -2663323.000000 Penalty: 483.045654
	Iteration 0F: 2 clusters Score -2663323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2636530.750000 Penalty: 966.091309
	Iteration 0F: 3 clusters Score -2636531 nChanged 19793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2648728.750000 Penalty: 966.091309
	Iteration 1F: 3 clusters Score -2648729 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2649837.250000 Penalty: 966.091309
	Iteration 2F: 3 clusters Score -2649837 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2651624.000000 Penalty: 966.091309
	Iteration 3F: 3 clusters Score -2651624 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2653983.250000 Penalty: 966.091309
	Iteration 4F: 3 clusters Score -2653983 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2656277.250000 Penalty: 966.091309
	Iteration 5F: 3 clusters Score -2656277 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -2657605.000000 Penalty: 966.091309
	Iteration 6Q: 3 clusters Score -2657605 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2658250.000000 Penalty: 966.091309
	Iteration 7Q: 3 clusters Score -2658250 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -2658739.500000 Penalty: 966.091309
	Iteration 8Q: 3 clusters Score -2658740 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -2659233.000000 Penalty: 966.091309
	Iteration 9Q: 3 clusters Score -2659233 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -2659686.500000 Penalty: 966.091309
	Iteration 10Q: 3 clusters Score -2659686 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -2660092.500000 Penalty: 966.091309
	Iteration 11Q: 3 clusters Score -2660092 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -2660444.500000 Penalty: 966.091309
	Iteration 12Q: 3 clusters Score -2660444 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -2660759.250000 Penalty: 966.091309
	Iteration 13Q: 3 clusters Score -2660759 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2661012.500000 Penalty: 966.091309
	Iteration 14Q: 3 clusters Score -2661012 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -2661205.000000 Penalty: 966.091309
	Iteration 15Q: 3 clusters Score -2661205 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2661386.500000 Penalty: 966.091309
	Iteration 16Q: 3 clusters Score -2661386 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -2661527.750000 Penalty: 966.091309
	Iteration 17Q: 3 clusters Score -2661528 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -2661659.750000 Penalty: 966.091309
	Iteration 18Q: 3 clusters Score -2661660 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -2661768.250000 Penalty: 966.091309
	Iteration 19Q: 3 clusters Score -2661768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -2661891.250000 Penalty: 966.091309
	Iteration 20F: 3 clusters Score -2661891 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -2662019.500000 Penalty: 966.091309
	Iteration 21Q: 3 clusters Score -2662020 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -2662158.000000 Penalty: 966.091309
	Iteration 22Q: 3 clusters Score -2662158 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -2662293.250000 Penalty: 966.091309
	Iteration 23Q: 3 clusters Score -2662293 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -2662423.750000 Penalty: 966.091309
	Iteration 24Q: 3 clusters Score -2662424 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -2662577.500000 Penalty: 966.091309
	Iteration 25Q: 3 clusters Score -2662578 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -2662705.250000 Penalty: 966.091309
	Iteration 26Q: 3 clusters Score -2662705 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -2662797.250000 Penalty: 966.091309
	Iteration 27Q: 3 clusters Score -2662797 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -2662859.500000 Penalty: 966.091309
	Iteration 28Q: 3 clusters Score -2662860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -2662914.000000 Penalty: 966.091309
	Iteration 29Q: 3 clusters Score -2662914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -2662940.000000 Penalty: 966.091309
	Iteration 30Q: 3 clusters Score -2662940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -2662952.750000 Penalty: 966.091309
	Iteration 31Q: 3 clusters Score -2662953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -2662962.250000 Penalty: 966.091309
	Iteration 32Q: 3 clusters Score -2662962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -2662963.750000 Penalty: 966.091309
	Iteration 33Q: 3 clusters Score -2662964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2662971.750000 Penalty: 966.091309
	Iteration 34Q: 3 clusters Score -2662972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -2662969.250000 Penalty: 966.091309
	Iteration 35Q: 3 clusters Score -2662969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -2662969.500000 Penalty: 966.091309
	Iteration 36Q: 3 clusters Score -2662970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -2662970.750000 Penalty: 966.091309
	Iteration 37Q: 3 clusters Score -2662971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -2662973.250000 Penalty: 966.091309
	Iteration 38Q: 3 clusters Score -2662973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -2662969.500000 Penalty: 966.091309
	Iteration 39Q: 3 clusters Score -2662970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -2662968.250000 Penalty: 966.091309
	Iteration 40F: 3 clusters Score -2662968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -2662971.500000 Penalty: 966.091309
	Iteration 41Q: 3 clusters Score -2662972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -2662972.500000 Penalty: 966.091309
	Iteration 42Q: 3 clusters Score -2662972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -2662974.500000 Penalty: 966.091309
	Iteration 43Q: 3 clusters Score -2662974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -2662976.000000 Penalty: 966.091309
	Iteration 44Q: 3 clusters Score -2662976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2662979.000000 Penalty: 966.091309
	Iteration 45Q: 3 clusters Score -2662979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -2662979.750000 Penalty: 966.091309
	Iteration 46Q: 3 clusters Score -2662980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -2662979.750000 Penalty: 966.091309
	Iteration 47F: 3 clusters Score -2662980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (89007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Entering Unmasked Estep 
Score: -5533243.500000 Penalty: 518.539368
	Iteration 0F: 2 clusters Score -5533244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5482205.000000 Penalty: 1037.078735
	Iteration 0F: 3 clusters Score -5482205 nChanged 43427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5510729.000000 Penalty: 1037.078735
	Iteration 1F: 3 clusters Score -5510729 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5513629.000000 Penalty: 1037.078735
	Iteration 2F: 3 clusters Score -5513629 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5517648.000000 Penalty: 1037.078735
	Iteration 3F: 3 clusters Score -5517648 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -5521896.000000 Penalty: 1037.078735
	Iteration 4F: 3 clusters Score -5521896 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -5524990.000000 Penalty: 1037.078735
	Iteration 5F: 3 clusters Score -5524990 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -5526306.000000 Penalty: 1037.078735
	Iteration 6Q: 3 clusters Score -5526306 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5526665.000000 Penalty: 1037.078735
	Iteration 7Q: 3 clusters Score -5526665 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5526716.500000 Penalty: 1037.078735
	Iteration 8Q: 3 clusters Score -5526716 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5526735.500000 Penalty: 1037.078735
	Iteration 9Q: 3 clusters Score -5526736 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5526771.000000 Penalty: 1037.078735
	Iteration 10Q: 3 clusters Score -5526771 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5526767.000000 Penalty: 1037.078735
	Iteration 11Q: 3 clusters Score -5526767 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5526914.000000 Penalty: 1037.078735
	Iteration 12Q: 3 clusters Score -5526914 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5527001.000000 Penalty: 1037.078735
	Iteration 13Q: 3 clusters Score -5527001 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5527099.000000 Penalty: 1037.078735
	Iteration 14Q: 3 clusters Score -5527099 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -5527285.500000 Penalty: 1037.078735
	Iteration 15Q: 3 clusters Score -5527286 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -5527467.500000 Penalty: 1037.078735
	Iteration 16Q: 3 clusters Score -5527468 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -5527756.000000 Penalty: 1037.078735
	Iteration 17Q: 3 clusters Score -5527756 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -5527907.500000 Penalty: 1037.078735
	Iteration 18Q: 3 clusters Score -5527908 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -5528088.000000 Penalty: 1037.078735
	Iteration 19Q: 3 clusters Score -5528088 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -5528249.500000 Penalty: 1037.078735
	Iteration 20F: 3 clusters Score -5528250 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -5528398.500000 Penalty: 1037.078735
	Iteration 21Q: 3 clusters Score -5528398 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -5528532.500000 Penalty: 1037.078735
	Iteration 22Q: 3 clusters Score -5528532 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -5528724.000000 Penalty: 1037.078735
	Iteration 23Q: 3 clusters Score -5528724 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -5528907.500000 Penalty: 1037.078735
	Iteration 24Q: 3 clusters Score -5528908 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -5529156.500000 Penalty: 1037.078735
	Iteration 25Q: 3 clusters Score -5529156 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -5529469.500000 Penalty: 1037.078735
	Iteration 26Q: 3 clusters Score -5529470 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -5529819.500000 Penalty: 1037.078735
	Iteration 27Q: 3 clusters Score -5529820 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -5530234.500000 Penalty: 1037.078735
	Iteration 28Q: 3 clusters Score -5530234 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -5530666.000000 Penalty: 1037.078735
	Iteration 29Q: 3 clusters Score -5530666 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -5531069.000000 Penalty: 1037.078735
	Iteration 30Q: 3 clusters Score -5531069 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -5531513.500000 Penalty: 1037.078735
	Iteration 31Q: 3 clusters Score -5531514 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -5531877.500000 Penalty: 1037.078735
	Iteration 32Q: 3 clusters Score -5531878 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -5532239.000000 Penalty: 1037.078735
	Iteration 33Q: 3 clusters Score -5532239 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -5532593.500000 Penalty: 1037.078735
	Iteration 34Q: 3 clusters Score -5532594 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -5532938.000000 Penalty: 1037.078735
	Iteration 35Q: 3 clusters Score -5532938 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -5533284.500000 Penalty: 1037.078735
	Iteration 36Q: 3 clusters Score -5533284 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -5533514.500000 Penalty: 1037.078735
	Iteration 37Q: 3 clusters Score -5533514 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -5533725.000000 Penalty: 1037.078735
	Iteration 38Q: 3 clusters Score -5533725 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -5533836.000000 Penalty: 1037.078735
	Iteration 39Q: 3 clusters Score -5533836 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -5533940.500000 Penalty: 1037.078735
	Iteration 40F: 3 clusters Score -5533940 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -5534012.500000 Penalty: 1037.078735
	Iteration 41Q: 3 clusters Score -5534012 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -5534120.500000 Penalty: 1037.078735
	Iteration 42Q: 3 clusters Score -5534120 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -5534165.000000 Penalty: 1037.078735
	Iteration 43Q: 3 clusters Score -5534165 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -5534219.000000 Penalty: 1037.078735
	Iteration 44Q: 3 clusters Score -5534219 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -5534264.500000 Penalty: 1037.078735
	Iteration 45Q: 3 clusters Score -5534264 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -5534308.000000 Penalty: 1037.078735
	Iteration 46Q: 3 clusters Score -5534308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -5534346.500000 Penalty: 1037.078735
	Iteration 47Q: 3 clusters Score -5534346 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -5534374.000000 Penalty: 1037.078735
	Iteration 48Q: 3 clusters Score -5534374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -5534398.000000 Penalty: 1037.078735
	Iteration 49Q: 3 clusters Score -5534398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -5534426.500000 Penalty: 1037.078735
	Iteration 50Q: 3 clusters Score -5534426 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -5534436.500000 Penalty: 1037.078735
	Iteration 51Q: 3 clusters Score -5534436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -5534446.000000 Penalty: 1037.078735
	Iteration 52Q: 3 clusters Score -5534446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -5534452.500000 Penalty: 1037.078735
	Iteration 53Q: 3 clusters Score -5534452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -5534469.500000 Penalty: 1037.078735
	Iteration 54Q: 3 clusters Score -5534470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -5534492.000000 Penalty: 1037.078735
	Iteration 55Q: 3 clusters Score -5534492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -5534508.000000 Penalty: 1037.078735
	Iteration 56Q: 3 clusters Score -5534508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -5534513.500000 Penalty: 1037.078735
	Iteration 57Q: 3 clusters Score -5534514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -5534524.000000 Penalty: 1037.078735
	Iteration 58Q: 3 clusters Score -5534524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -5534539.500000 Penalty: 1037.078735
	Iteration 59Q: 3 clusters Score -5534540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -5534544.500000 Penalty: 1037.078735
	Iteration 60F: 3 clusters Score -5534544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -5534547.000000 Penalty: 1037.078735
	Iteration 61Q: 3 clusters Score -5534547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -5534548.000000 Penalty: 1037.078735
	Iteration 62Q: 3 clusters Score -5534548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -5534558.500000 Penalty: 1037.078735
	Iteration 63Q: 3 clusters Score -5534558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5534556.500000 Penalty: 1037.078735
	Iteration 64Q: 3 clusters Score -5534556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -5534567.000000 Penalty: 1037.078735
	Iteration 65Q: 3 clusters Score -5534567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -5534575.000000 Penalty: 1037.078735
	Iteration 66Q: 3 clusters Score -5534575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -5534590.500000 Penalty: 1037.078735
	Iteration 67Q: 3 clusters Score -5534590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -5534584.000000 Penalty: 1037.078735
	Iteration 68Q: 3 clusters Score -5534584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -5534579.000000 Penalty: 1037.078735
	Iteration 69Q: 3 clusters Score -5534579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -5534583.000000 Penalty: 1037.078735
	Iteration 70Q: 3 clusters Score -5534583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -5534587.500000 Penalty: 1037.078735
	Iteration 71Q: 3 clusters Score -5534588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -5534590.500000 Penalty: 1037.078735
	Iteration 72Q: 3 clusters Score -5534590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -5534593.000000 Penalty: 1037.078735
	Iteration 73Q: 3 clusters Score -5534593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -5534595.000000 Penalty: 1037.078735
	Iteration 74Q: 3 clusters Score -5534595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -5534613.000000 Penalty: 1037.078735
	Iteration 75Q: 3 clusters Score -5534613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -5534612.500000 Penalty: 1037.078735
	Iteration 76Q: 3 clusters Score -5534612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -5534617.000000 Penalty: 1037.078735
	Iteration 77Q: 3 clusters Score -5534617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -5534609.500000 Penalty: 1037.078735
	Iteration 78Q: 3 clusters Score -5534610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -5534614.000000 Penalty: 1037.078735
	Iteration 79Q: 3 clusters Score -5534614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -5534628.000000 Penalty: 1037.078735
	Iteration 80F: 3 clusters Score -5534628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -5534629.000000 Penalty: 1037.078735
	Iteration 81Q: 3 clusters Score -5534629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -5534654.500000 Penalty: 1037.078735
	Iteration 82Q: 3 clusters Score -5534654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -5534655.000000 Penalty: 1037.078735
	Iteration 83Q: 3 clusters Score -5534655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -5534658.000000 Penalty: 1037.078735
	Iteration 84Q: 3 clusters Score -5534658 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -5534663.500000 Penalty: 1037.078735
	Iteration 85Q: 3 clusters Score -5534664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5534666 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5534679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5534678 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5534680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5534680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5534685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5534704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5534704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -5534712.500000 Penalty: 1037.078735
	Iteration 94Q: 3 clusters Score -5534712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5534708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -5534711.500000 Penalty: 1037.078735
	Iteration 96Q: 3 clusters Score -5534712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5534706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5534704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5534707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5534710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5534708 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5534709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -5534717.500000 Penalty: 1037.078735
	Iteration 103Q: 3 clusters Score -5534718 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5534720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5534718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -5534722.500000 Penalty: 1037.078735
	Iteration 106Q: 3 clusters Score -5534722 nChanged 29
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Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5534726 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5534743 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5534746 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5534744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5534743 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5534758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5534764 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5534774 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5534775 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5534797 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30637 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5534788 nChanged 104
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Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5534813 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5534812 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -5534829.500000 Penalty: 1037.078735
	Iteration 120F: 3 clusters Score -5534830 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5534844 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5534856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5534875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5534876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5534896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -5534918.000000 Penalty: 1037.078735
	Iteration 126Q: 3 clusters Score -5534918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5534934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -5534960.000000 Penalty: 1037.078735
	Iteration 128Q: 3 clusters Score -5534960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -5534969.000000 Penalty: 1037.078735
	Iteration 129Q: 3 clusters Score -5534969 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5534975 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -5534982.500000 Penalty: 1037.078735
	Iteration 131Q: 3 clusters Score -5534982 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -5535006.000000 Penalty: 1037.078735
	Iteration 132Q: 3 clusters Score -5535006 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -5535044.000000 Penalty: 1037.078735
	Iteration 133Q: 3 clusters Score -5535044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -5535053.500000 Penalty: 1037.078735
	Iteration 134Q: 3 clusters Score -5535054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5535078 nChanged 122
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Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5535088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5535080 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -5535100.500000 Penalty: 1037.078735
	Iteration 138Q: 3 clusters Score -5535100 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -5535103.500000 Penalty: 1037.078735
	Iteration 139Q: 3 clusters Score -5535104 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -5535110.500000 Penalty: 1037.078735
	Iteration 140F: 3 clusters Score -5535110 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5535110 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -5535130.000000 Penalty: 1037.078735
	Iteration 142Q: 3 clusters Score -5535130 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -5535137.500000 Penalty: 1037.078735
	Iteration 143Q: 3 clusters Score -5535138 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -5535142.500000 Penalty: 1037.078735
	Iteration 144Q: 3 clusters Score -5535142 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5535138 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -5535143.000000 Penalty: 1037.078735
	Iteration 146Q: 3 clusters Score -5535143 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -5535149.500000 Penalty: 1037.078735
	Iteration 147Q: 3 clusters Score -5535150 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -5535173.000000 Penalty: 1037.078735
	Iteration 148Q: 3 clusters Score -5535173 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26780 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5535180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -5535188.000000 Penalty: 1037.078735
	Iteration 150Q: 3 clusters Score -5535188 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5535188 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -5535184.500000 Penalty: 1037.078735
	Iteration 152Q: 3 clusters Score -5535184 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26324 members 
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Entering Unmasked Estep 
Score: -5535207.500000 Penalty: 1037.078735
	Iteration 153Q: 3 clusters Score -5535208 nChanged 124
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Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5535210 nChanged 107
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Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5535238 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5535258 nChanged 113
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Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -5535274.500000 Penalty: 1037.078735
	Iteration 157Q: 3 clusters Score -5535274 nChanged 109
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -5535290.500000 Penalty: 1037.078735
	Iteration 158Q: 3 clusters Score -5535290 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -5535329.500000 Penalty: 1037.078735
	Iteration 159Q: 3 clusters Score -5535330 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -5535348.500000 Penalty: 1037.078735
	Iteration 160F: 3 clusters Score -5535348 nChanged 131
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Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5535374 nChanged 121
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Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -5535423.000000 Penalty: 1037.078735
	Iteration 162Q: 3 clusters Score -5535423 nChanged 133
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Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5535438 nChanged 161
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Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5535450 nChanged 178
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Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5535490 nChanged 189
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Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -5535502.000000 Penalty: 1037.078735
	Iteration 166Q: 3 clusters Score -5535502 nChanged 196
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Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -5535551.500000 Penalty: 1037.078735
	Iteration 167Q: 3 clusters Score -5535552 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -5535592.500000 Penalty: 1037.078735
	Iteration 168Q: 3 clusters Score -5535592 nChanged 207
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Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5535637 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5535657 nChanged 243
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Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -5535731.000000 Penalty: 1037.078735
	Iteration 171Q: 3 clusters Score -5535731 nChanged 269
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Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5535801 nChanged 279
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Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -5535866.500000 Penalty: 1037.078735
	Iteration 173Q: 3 clusters Score -5535866 nChanged 284
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Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -5535903.000000 Penalty: 1037.078735
	Iteration 174Q: 3 clusters Score -5535903 nChanged 306
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Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5535966 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -5536011.500000 Penalty: 1037.078735
	Iteration 176Q: 3 clusters Score -5536012 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5536092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5536160 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5536230 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5536289 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -5536339.500000 Penalty: 1037.078735
	Iteration 181Q: 3 clusters Score -5536340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5536428 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5536546 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5536660 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5536766 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5536892 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5537022 nChanged 495
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Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5537120 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5537210 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5537318 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5537430 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5537670 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5537877 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -5538028.000000 Penalty: 1037.078735
	Iteration 194Q: 3 clusters Score -5538028 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -5538127.500000 Penalty: 1037.078735
	Iteration 195Q: 3 clusters Score -5538128 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5538142 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -5538026.500000 Penalty: 1037.078735
	Iteration 197Q: 3 clusters Score -5538026 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -5537844.000000 Penalty: 1037.078735
	Iteration 198Q: 3 clusters Score -5537844 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -5537500.500000 Penalty: 1037.078735
	Iteration 199Q: 3 clusters Score -5537500 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -5537176.500000 Penalty: 1037.078735
	Iteration 200F: 3 clusters Score -5537176 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -5536812.000000 Penalty: 1037.078735
	Iteration 201Q: 3 clusters Score -5536812 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -5536304.000000 Penalty: 1037.078735
	Iteration 202Q: 3 clusters Score -5536304 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -5535905.000000 Penalty: 1037.078735
	Iteration 203Q: 3 clusters Score -5535905 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5535532 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5535178 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5534938 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5534640 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5534434 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5534277 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -5534122.000000 Penalty: 1037.078735
	Iteration 210Q: 3 clusters Score -5534122 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5534038 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5533914 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5533767 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5533676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -5533616.500000 Penalty: 1037.078735
	Iteration 215Q: 3 clusters Score -5533616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -5533532.000000 Penalty: 1037.078735
	Iteration 216Q: 3 clusters Score -5533532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -5533469.500000 Penalty: 1037.078735
	Iteration 217Q: 3 clusters Score -5533470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -5533392.000000 Penalty: 1037.078735
	Iteration 218Q: 3 clusters Score -5533392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -5533326.500000 Penalty: 1037.078735
	Iteration 219Q: 3 clusters Score -5533326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -5533297.000000 Penalty: 1037.078735
	Iteration 220F: 3 clusters Score -5533297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -5533278.500000 Penalty: 1037.078735
	Iteration 221Q: 3 clusters Score -5533278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -5533263.500000 Penalty: 1037.078735
	Iteration 222Q: 3 clusters Score -5533264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 88201 members 
Entering Unmasked Estep 
Score: -5533222.500000 Penalty: 1037.078735
	Iteration 223Q: 3 clusters Score -5533222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -5533240.500000 Penalty: 1037.078735
	Iteration 224Q: 3 clusters Score -5533240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -5533233.500000 Penalty: 1037.078735
	Iteration 225Q: 3 clusters Score -5533234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -5533217.500000 Penalty: 1037.078735
	Iteration 226Q: 3 clusters Score -5533218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -5533192.500000 Penalty: 1037.078735
	Iteration 227Q: 3 clusters Score -5533192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -5533187.000000 Penalty: 1037.078735
	Iteration 228Q: 3 clusters Score -5533187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -5533184.500000 Penalty: 1037.078735
	Iteration 229Q: 3 clusters Score -5533184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -5533175.000000 Penalty: 1037.078735
	Iteration 230Q: 3 clusters Score -5533175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -5533154.500000 Penalty: 1037.078735
	Iteration 231Q: 3 clusters Score -5533154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -5533159.500000 Penalty: 1037.078735
	Iteration 232Q: 3 clusters Score -5533160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -5533144.500000 Penalty: 1037.078735
	Iteration 233Q: 3 clusters Score -5533144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -5533172.500000 Penalty: 1037.078735
	Iteration 234Q: 3 clusters Score -5533172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -5533168.500000 Penalty: 1037.078735
	Iteration 235Q: 3 clusters Score -5533168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -5533184.000000 Penalty: 1037.078735
	Iteration 236Q: 3 clusters Score -5533184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -5533184.500000 Penalty: 1037.078735
	Iteration 237Q: 3 clusters Score -5533184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -5533187.000000 Penalty: 1037.078735
	Iteration 238Q: 3 clusters Score -5533187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -5533183.000000 Penalty: 1037.078735
	Iteration 239Q: 3 clusters Score -5533183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -5533174.500000 Penalty: 1037.078735
	Iteration 240F: 3 clusters Score -5533174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -5533153.000000 Penalty: 1037.078735
	Iteration 241Q: 3 clusters Score -5533153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -5533138.000000 Penalty: 1037.078735
	Iteration 242Q: 3 clusters Score -5533138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -5533131.000000 Penalty: 1037.078735
	Iteration 243Q: 3 clusters Score -5533131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -5533119.000000 Penalty: 1037.078735
	Iteration 244Q: 3 clusters Score -5533119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -5533103.500000 Penalty: 1037.078735
	Iteration 245Q: 3 clusters Score -5533104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -5533076.500000 Penalty: 1037.078735
	Iteration 246Q: 3 clusters Score -5533076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -5533066.500000 Penalty: 1037.078735
	Iteration 247Q: 3 clusters Score -5533066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -5533062.500000 Penalty: 1037.078735
	Iteration 248Q: 3 clusters Score -5533062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -5533077.500000 Penalty: 1037.078735
	Iteration 249Q: 3 clusters Score -5533078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -5533070.500000 Penalty: 1037.078735
	Iteration 250Q: 3 clusters Score -5533070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -5533077.000000 Penalty: 1037.078735
	Iteration 251Q: 3 clusters Score -5533077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -5533070.000000 Penalty: 1037.078735
	Iteration 252Q: 3 clusters Score -5533070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -5533075.000000 Penalty: 1037.078735
	Iteration 253Q: 3 clusters Score -5533075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -5533075.500000 Penalty: 1037.078735
	Iteration 254Q: 3 clusters Score -5533076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -5533079.500000 Penalty: 1037.078735
	Iteration 255Q: 3 clusters Score -5533080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -5533091.500000 Penalty: 1037.078735
	Iteration 256Q: 3 clusters Score -5533092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -5533082.000000 Penalty: 1037.078735
	Iteration 257Q: 3 clusters Score -5533082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -5533083.000000 Penalty: 1037.078735
	Iteration 258Q: 3 clusters Score -5533083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -5533079.000000 Penalty: 1037.078735
	Iteration 259Q: 3 clusters Score -5533079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -5533069.000000 Penalty: 1037.078735
	Iteration 260F: 3 clusters Score -5533069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -5533067.500000 Penalty: 1037.078735
	Iteration 261Q: 3 clusters Score -5533068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -5533068.000000 Penalty: 1037.078735
	Iteration 262Q: 3 clusters Score -5533068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -5533070.500000 Penalty: 1037.078735
	Iteration 263Q: 3 clusters Score -5533070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -5533065.000000 Penalty: 1037.078735
	Iteration 264Q: 3 clusters Score -5533065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -5533074.000000 Penalty: 1037.078735
	Iteration 265Q: 3 clusters Score -5533074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -5533078.500000 Penalty: 1037.078735
	Iteration 266Q: 3 clusters Score -5533078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -5533078.500000 Penalty: 1037.078735
	Iteration 267F: 3 clusters Score -5533078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Entering Unmasked Estep 
Score: -1143260.500000 Penalty: 444.217316
	Iteration 0F: 2 clusters Score -1143260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1131579.750000 Penalty: 888.434631
	Iteration 0F: 3 clusters Score -1131580 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1136282.375000 Penalty: 888.434631
	Iteration 1F: 3 clusters Score -1136282 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1136539.000000 Penalty: 888.434631
	Iteration 2Q: 3 clusters Score -1136539 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1136876.625000 Penalty: 888.434631
	Iteration 3Q: 3 clusters Score -1136877 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1137364.000000 Penalty: 888.434631
	Iteration 4F: 3 clusters Score -1137364 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1138091.125000 Penalty: 888.434631
	Iteration 5F: 3 clusters Score -1138091 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1139109.250000 Penalty: 888.434631
	Iteration 6F: 3 clusters Score -1139109 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1140202.500000 Penalty: 888.434631
	Iteration 7F: 3 clusters Score -1140202 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1141104.000000 Penalty: 888.434631
	Iteration 8F: 3 clusters Score -1141104 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1141710.125000 Penalty: 888.434631
	Iteration 9Q: 3 clusters Score -1141710 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1142130.625000 Penalty: 888.434631
	Iteration 10Q: 3 clusters Score -1142131 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1142425.875000 Penalty: 888.434631
	Iteration 11Q: 3 clusters Score -1142426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1142601.500000 Penalty: 888.434631
	Iteration 12Q: 3 clusters Score -1142602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1142718.250000 Penalty: 888.434631
	Iteration 13Q: 3 clusters Score -1142718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1142770.000000 Penalty: 888.434631
	Iteration 14Q: 3 clusters Score -1142770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1142797.500000 Penalty: 888.434631
	Iteration 15Q: 3 clusters Score -1142798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1142821.250000 Penalty: 888.434631
	Iteration 16Q: 3 clusters Score -1142821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1142839.125000 Penalty: 888.434631
	Iteration 17Q: 3 clusters Score -1142839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1142850.375000 Penalty: 888.434631
	Iteration 18Q: 3 clusters Score -1142850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1142858.750000 Penalty: 888.434631
	Iteration 19Q: 3 clusters Score -1142859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1142859.000000 Penalty: 888.434631
	Iteration 20F: 3 clusters Score -1142859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1142860.500000 Penalty: 888.434631
	Iteration 21Q: 3 clusters Score -1142860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1142860.500000 Penalty: 888.434631
	Iteration 22F: 3 clusters Score -1142860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Entering Unmasked Estep 
Score: -2415100.500000 Penalty: 480.399536
	Iteration 0F: 2 clusters Score -2415100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2389322.500000 Penalty: 960.799072
	Iteration 0F: 3 clusters Score -2389322 nChanged 18533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2401319.000000 Penalty: 960.799072
	Iteration 1F: 3 clusters Score -2401319 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -2403481.000000 Penalty: 960.799072
	Iteration 2F: 3 clusters Score -2403481 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -2406989.500000 Penalty: 960.799072
	Iteration 3F: 3 clusters Score -2406990 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -2410884.500000 Penalty: 960.799072
	Iteration 4F: 3 clusters Score -2410884 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -2413351.750000 Penalty: 960.799072
	Iteration 5F: 3 clusters Score -2413352 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -2414328.500000 Penalty: 960.799072
	Iteration 6Q: 3 clusters Score -2414328 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -2414581.000000 Penalty: 960.799072
	Iteration 7Q: 3 clusters Score -2414581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -2414650.500000 Penalty: 960.799072
	Iteration 8Q: 3 clusters Score -2414650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -2414681.500000 Penalty: 960.799072
	Iteration 9Q: 3 clusters Score -2414682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -2414702.750000 Penalty: 960.799072
	Iteration 10Q: 3 clusters Score -2414703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -2414711.000000 Penalty: 960.799072
	Iteration 11Q: 3 clusters Score -2414711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -2414717.500000 Penalty: 960.799072
	Iteration 12Q: 3 clusters Score -2414718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -2414717.500000 Penalty: 960.799072
	Iteration 13Q: 3 clusters Score -2414718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -2414717.500000 Penalty: 960.799072
	Iteration 14F: 3 clusters Score -2414718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -599169.187500 Penalty: 419.224915
	Iteration 0F: 2 clusters Score -599169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -592436.625000 Penalty: 838.449829
	Iteration 0F: 3 clusters Score -592436.6 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -595196.750000 Penalty: 838.449829
	Iteration 1F: 3 clusters Score -595196.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -595408.750000 Penalty: 838.449829
	Iteration 2Q: 3 clusters Score -595408.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -595702.625000 Penalty: 838.449829
	Iteration 3F: 3 clusters Score -595702.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -596079.125000 Penalty: 838.449829
	Iteration 4F: 3 clusters Score -596079.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -596556.687500 Penalty: 838.449829
	Iteration 5F: 3 clusters Score -596556.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -597026.687500 Penalty: 838.449829
	Iteration 6F: 3 clusters Score -597026.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -597358.812500 Penalty: 838.449829
	Iteration 7F: 3 clusters Score -597358.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -597525.312500 Penalty: 838.449829
	Iteration 8Q: 3 clusters Score -597525.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -597628.125000 Penalty: 838.449829
	Iteration 9Q: 3 clusters Score -597628.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -597728.437500 Penalty: 838.449829
	Iteration 10Q: 3 clusters Score -597728.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -597846.000000 Penalty: 838.449829
	Iteration 11Q: 3 clusters Score -597846 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -597966.062500 Penalty: 838.449829
	Iteration 12Q: 3 clusters Score -597966.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -598093.750000 Penalty: 838.449829
	Iteration 13Q: 3 clusters Score -598093.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -598211.437500 Penalty: 838.449829
	Iteration 14Q: 3 clusters Score -598211.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -598358.187500 Penalty: 838.449829
	Iteration 15Q: 3 clusters Score -598358.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -598506.500000 Penalty: 838.449829
	Iteration 16Q: 3 clusters Score -598506.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -598628.375000 Penalty: 838.449829
	Iteration 17Q: 3 clusters Score -598628.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -598707.062500 Penalty: 838.449829
	Iteration 18Q: 3 clusters Score -598707.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -598760.250000 Penalty: 838.449829
	Iteration 19Q: 3 clusters Score -598760.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -598795.187500 Penalty: 838.449829
	Iteration 20F: 3 clusters Score -598795.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -598817.625000 Penalty: 838.449829
	Iteration 21Q: 3 clusters Score -598817.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -598832.375000 Penalty: 838.449829
	Iteration 22Q: 3 clusters Score -598832.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -598844.312500 Penalty: 838.449829
	Iteration 23Q: 3 clusters Score -598844.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -598847.437500 Penalty: 838.449829
	Iteration 24Q: 3 clusters Score -598847.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -598849.375000 Penalty: 838.449829
	Iteration 25Q: 3 clusters Score -598849.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -598852.437500 Penalty: 838.449829
	Iteration 26Q: 3 clusters Score -598852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -598852.187500 Penalty: 838.449829
	Iteration 27Q: 3 clusters Score -598852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -598854.000000 Penalty: 838.449829
	Iteration 28Q: 3 clusters Score -598854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -598853.750000 Penalty: 838.449829
	Iteration 29Q: 3 clusters Score -598853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -598853.625000 Penalty: 838.449829
	Iteration 30Q: 3 clusters Score -598853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -598853.625000 Penalty: 838.449829
	Iteration 31F: 3 clusters Score -598853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -131458.281250 Penalty: 350.404602
	Iteration 0F: 2 clusters Score -131458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -129898.703125 Penalty: 700.809204
	Iteration 0F: 3 clusters Score -129898.7 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -130411.039062 Penalty: 700.809204
	Iteration 1F: 3 clusters Score -130411 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -130486.343750 Penalty: 700.809204
	Iteration 2F: 3 clusters Score -130486.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -130556.210938 Penalty: 700.809204
	Iteration 3F: 3 clusters Score -130556.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -130629.242188 Penalty: 700.809204
	Iteration 4F: 3 clusters Score -130629.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -130724.171875 Penalty: 700.809204
	Iteration 5F: 3 clusters Score -130724.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -130819.640625 Penalty: 700.809204
	Iteration 6F: 3 clusters Score -130819.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -130914.460938 Penalty: 700.809204
	Iteration 7F: 3 clusters Score -130914.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -130984.210938 Penalty: 700.809204
	Iteration 8Q: 3 clusters Score -130984.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -131040.281250 Penalty: 700.809204
	Iteration 9Q: 3 clusters Score -131040.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -131072.375000 Penalty: 700.809204
	Iteration 10Q: 3 clusters Score -131072.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -131104.796875 Penalty: 700.809204
	Iteration 11Q: 3 clusters Score -131104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -131129.171875 Penalty: 700.809204
	Iteration 12Q: 3 clusters Score -131129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -131146.515625 Penalty: 700.809204
	Iteration 13Q: 3 clusters Score -131146.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -131154.328125 Penalty: 700.809204
	Iteration 14Q: 3 clusters Score -131154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -131168.265625 Penalty: 700.809204
	Iteration 15Q: 3 clusters Score -131168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -131183.937500 Penalty: 700.809204
	Iteration 16Q: 3 clusters Score -131183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -131195.781250 Penalty: 700.809204
	Iteration 17Q: 3 clusters Score -131195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -131202.937500 Penalty: 700.809204
	Iteration 18Q: 3 clusters Score -131202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -131203.656250 Penalty: 700.809204
	Iteration 19Q: 3 clusters Score -131203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -131203.656250 Penalty: 700.809204
	Iteration 20F: 3 clusters Score -131203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -44816.687500 Penalty: 307.228302
	Iteration 0F: 2 clusters Score -44816.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44089.269531 Penalty: 614.456604
	Iteration 0F: 3 clusters Score -44089.27 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -44342.960938 Penalty: 614.456604
	Iteration 1F: 3 clusters Score -44342.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44401.687500 Penalty: 614.456604
	Iteration 2F: 3 clusters Score -44401.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -44427.746094 Penalty: 614.456604
	Iteration 3F: 3 clusters Score -44427.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44457.230469 Penalty: 614.456604
	Iteration 4Q: 3 clusters Score -44457.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44477.195312 Penalty: 614.456604
	Iteration 5Q: 3 clusters Score -44477.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44486.050781 Penalty: 614.456604
	Iteration 6Q: 3 clusters Score -44486.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44491.273438 Penalty: 614.456604
	Iteration 7Q: 3 clusters Score -44491.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -44495.687500 Penalty: 614.456604
	Iteration 8Q: 3 clusters Score -44495.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -44498.535156 Penalty: 614.456604
	Iteration 9Q: 3 clusters Score -44498.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44499.796875 Penalty: 614.456604
	Iteration 10Q: 3 clusters Score -44499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -44501.324219 Penalty: 614.456604
	Iteration 11Q: 3 clusters Score -44501.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -44502.667969 Penalty: 614.456604
	Iteration 12Q: 3 clusters Score -44502.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44503.277344 Penalty: 614.456604
	Iteration 13Q: 3 clusters Score -44503.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44505.261719 Penalty: 614.456604
	Iteration 14Q: 3 clusters Score -44505.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44508.070312 Penalty: 614.456604
	Iteration 15Q: 3 clusters Score -44508.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -44515.308594 Penalty: 614.456604
	Iteration 16Q: 3 clusters Score -44515.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -44521.078125 Penalty: 614.456604
	Iteration 17Q: 3 clusters Score -44521.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -44534.683594 Penalty: 614.456604
	Iteration 18Q: 3 clusters Score -44534.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -44550.230469 Penalty: 614.456604
	Iteration 19Q: 3 clusters Score -44550.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44556.722656 Penalty: 614.456604
	Iteration 20F: 3 clusters Score -44556.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -44560.753906 Penalty: 614.456604
	Iteration 21Q: 3 clusters Score -44560.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -44562.996094 Penalty: 614.456604
	Iteration 22Q: 3 clusters Score -44563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44565.140625 Penalty: 614.456604
	Iteration 23Q: 3 clusters Score -44565.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44566.121094 Penalty: 614.456604
	Iteration 24Q: 3 clusters Score -44566.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44567.210938 Penalty: 614.456604
	Iteration 25Q: 3 clusters Score -44567.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -44567.625000 Penalty: 614.456604
	Iteration 26Q: 3 clusters Score -44567.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44567.968750 Penalty: 614.456604
	Iteration 27Q: 3 clusters Score -44567.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44567.968750 Penalty: 614.456604
	Iteration 28F: 3 clusters Score -44567.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (88573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Entering Unmasked Estep 
Score: -5421959.000000 Penalty: 518.317017
	Iteration 0F: 2 clusters Score -5421959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5367012.000000 Penalty: 1036.634033
	Iteration 0F: 3 clusters Score -5367012 nChanged 43198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5392178.000000 Penalty: 1036.634033
	Iteration 1F: 3 clusters Score -5392178 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -5392526.500000 Penalty: 1036.634033
	Iteration 2Q: 3 clusters Score -5392526 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -5392923.500000 Penalty: 1036.634033
	Iteration 3Q: 3 clusters Score -5392924 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5393516.000000 Penalty: 1036.634033
	Iteration 4Q: 3 clusters Score -5393516 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5394532.000000 Penalty: 1036.634033
	Iteration 5Q: 3 clusters Score -5394532 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -5396799.500000 Penalty: 1036.634033
	Iteration 6F: 3 clusters Score -5396800 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5401009.000000 Penalty: 1036.634033
	Iteration 7F: 3 clusters Score -5401009 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5407747.500000 Penalty: 1036.634033
	Iteration 8F: 3 clusters Score -5407748 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5415534.500000 Penalty: 1036.634033
	Iteration 9F: 3 clusters Score -5415534 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -5420628.000000 Penalty: 1036.634033
	Iteration 10F: 3 clusters Score -5420628 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5422255.500000 Penalty: 1036.634033
	Iteration 11Q: 3 clusters Score -5422256 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5422499.500000 Penalty: 1036.634033
	Iteration 12Q: 3 clusters Score -5422500 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5422283.000000 Penalty: 1036.634033
	Iteration 13Q: 3 clusters Score -5422283 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5421997.000000 Penalty: 1036.634033
	Iteration 14Q: 3 clusters Score -5421997 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5421915.500000 Penalty: 1036.634033
	Iteration 15Q: 3 clusters Score -5421916 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5421745.000000 Penalty: 1036.634033
	Iteration 16Q: 3 clusters Score -5421745 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5421686.000000 Penalty: 1036.634033
	Iteration 17Q: 3 clusters Score -5421686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5421691.500000 Penalty: 1036.634033
	Iteration 18Q: 3 clusters Score -5421692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5421663.500000 Penalty: 1036.634033
	Iteration 19Q: 3 clusters Score -5421664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5421622.500000 Penalty: 1036.634033
	Iteration 20F: 3 clusters Score -5421622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5421618.500000 Penalty: 1036.634033
	Iteration 21Q: 3 clusters Score -5421618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5421624.500000 Penalty: 1036.634033
	Iteration 22Q: 3 clusters Score -5421624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5421610.000000 Penalty: 1036.634033
	Iteration 23Q: 3 clusters Score -5421610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5421621.500000 Penalty: 1036.634033
	Iteration 24Q: 3 clusters Score -5421622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5421604.000000 Penalty: 1036.634033
	Iteration 25Q: 3 clusters Score -5421604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5421613.000000 Penalty: 1036.634033
	Iteration 26Q: 3 clusters Score -5421613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5421608.000000 Penalty: 1036.634033
	Iteration 27Q: 3 clusters Score -5421608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5421607.000000 Penalty: 1036.634033
	Iteration 28Q: 3 clusters Score -5421607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5421605.500000 Penalty: 1036.634033
	Iteration 29Q: 3 clusters Score -5421606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5421610.500000 Penalty: 1036.634033
	Iteration 30Q: 3 clusters Score -5421610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5421606.000000 Penalty: 1036.634033
	Iteration 31Q: 3 clusters Score -5421606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5421607.500000 Penalty: 1036.634033
	Iteration 32Q: 3 clusters Score -5421608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5421610.000000 Penalty: 1036.634033
	Iteration 33Q: 3 clusters Score -5421610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5421611.500000 Penalty: 1036.634033
	Iteration 34Q: 3 clusters Score -5421612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5421620.500000 Penalty: 1036.634033
	Iteration 35Q: 3 clusters Score -5421620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5421620.500000 Penalty: 1036.634033
	Iteration 36F: 3 clusters Score -5421620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -46316.531250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -46316.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45687.335938 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -45687.34 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45843.902344 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -45843.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45865.804688 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -45865.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45882.609375 Penalty: 596.018188
	Iteration 3Q: 3 clusters Score -45882.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45892.320312 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -45892.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45900.035156 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -45900.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45907.843750 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -45907.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45918.027344 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -45918.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45927.910156 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -45927.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45938.828125 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -45938.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45951.445312 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -45951.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45958.332031 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -45958.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45959.613281 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -45959.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45960.140625 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -45960.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45961.996094 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -45962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45963.707031 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -45963.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45968.027344 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -45968.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45971.394531 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -45971.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45974.332031 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -45974.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45976.234375 Penalty: 596.018188
	Iteration 19Q: 3 clusters Score -45976.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45977.117188 Penalty: 596.018188
	Iteration 20F: 3 clusters Score -45977.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45978.257812 Penalty: 596.018188
	Iteration 21Q: 3 clusters Score -45978.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45979.246094 Penalty: 596.018188
	Iteration 22Q: 3 clusters Score -45979.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45980.722656 Penalty: 596.018188
	Iteration 23Q: 3 clusters Score -45980.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45982.062500 Penalty: 596.018188
	Iteration 24Q: 3 clusters Score -45982.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45983.941406 Penalty: 596.018188
	Iteration 25Q: 3 clusters Score -45983.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45985.632812 Penalty: 596.018188
	Iteration 26Q: 3 clusters Score -45985.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45987.398438 Penalty: 596.018188
	Iteration 27Q: 3 clusters Score -45987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45988.925781 Penalty: 596.018188
	Iteration 28Q: 3 clusters Score -45988.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45989.558594 Penalty: 596.018188
	Iteration 29Q: 3 clusters Score -45989.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45989.933594 Penalty: 596.018188
	Iteration 30Q: 3 clusters Score -45989.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45990.066406 Penalty: 596.018188
	Iteration 31Q: 3 clusters Score -45990.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45990.066406 Penalty: 596.018188
	Iteration 32F: 3 clusters Score -45990.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -240439.812500 Penalty: 373.745850
	Iteration 0F: 2 clusters Score -240439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -237853.609375 Penalty: 747.491699
	Iteration 0F: 3 clusters Score -237853.6 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -238799.046875 Penalty: 747.491699
	Iteration 1F: 3 clusters Score -238799 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -238932.031250 Penalty: 747.491699
	Iteration 2F: 3 clusters Score -238932 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -239091.203125 Penalty: 747.491699
	Iteration 3F: 3 clusters Score -239091.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -239278.328125 Penalty: 747.491699
	Iteration 4F: 3 clusters Score -239278.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -239455.937500 Penalty: 747.491699
	Iteration 5F: 3 clusters Score -239455.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -239596.281250 Penalty: 747.491699
	Iteration 6F: 3 clusters Score -239596.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -239681.281250 Penalty: 747.491699
	Iteration 7Q: 3 clusters Score -239681.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -239717.296875 Penalty: 747.491699
	Iteration 8Q: 3 clusters Score -239717.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -239737.437500 Penalty: 747.491699
	Iteration 9Q: 3 clusters Score -239737.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -239761.468750 Penalty: 747.491699
	Iteration 10Q: 3 clusters Score -239761.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -239790.015625 Penalty: 747.491699
	Iteration 11Q: 3 clusters Score -239790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -239823.406250 Penalty: 747.491699
	Iteration 12Q: 3 clusters Score -239823.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -239847.359375 Penalty: 747.491699
	Iteration 13Q: 3 clusters Score -239847.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -239862.640625 Penalty: 747.491699
	Iteration 14Q: 3 clusters Score -239862.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -239883.453125 Penalty: 747.491699
	Iteration 15Q: 3 clusters Score -239883.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -239900.937500 Penalty: 747.491699
	Iteration 16Q: 3 clusters Score -239900.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -239914.890625 Penalty: 747.491699
	Iteration 17Q: 3 clusters Score -239914.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -239925.890625 Penalty: 747.491699
	Iteration 18Q: 3 clusters Score -239925.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -239935.343750 Penalty: 747.491699
	Iteration 19Q: 3 clusters Score -239935.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -239946.781250 Penalty: 747.491699
	Iteration 20F: 3 clusters Score -239946.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -239955.328125 Penalty: 747.491699
	Iteration 21Q: 3 clusters Score -239955.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -239962.734375 Penalty: 747.491699
	Iteration 22Q: 3 clusters Score -239962.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -239973.281250 Penalty: 747.491699
	Iteration 23Q: 3 clusters Score -239973.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -239984.375000 Penalty: 747.491699
	Iteration 24Q: 3 clusters Score -239984.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -239996.671875 Penalty: 747.491699
	Iteration 25Q: 3 clusters Score -239996.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -240008.156250 Penalty: 747.491699
	Iteration 26Q: 3 clusters Score -240008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -240015.890625 Penalty: 747.491699
	Iteration 27Q: 3 clusters Score -240015.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -240025.234375 Penalty: 747.491699
	Iteration 28Q: 3 clusters Score -240025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -240034.640625 Penalty: 747.491699
	Iteration 29Q: 3 clusters Score -240034.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -240042.828125 Penalty: 747.491699
	Iteration 30Q: 3 clusters Score -240042.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -240053.640625 Penalty: 747.491699
	Iteration 31Q: 3 clusters Score -240053.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -240068.984375 Penalty: 747.491699
	Iteration 32Q: 3 clusters Score -240069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -240081.015625 Penalty: 747.491699
	Iteration 33Q: 3 clusters Score -240081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -240094.421875 Penalty: 747.491699
	Iteration 34Q: 3 clusters Score -240094.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -240102.093750 Penalty: 747.491699
	Iteration 35Q: 3 clusters Score -240102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -240108.343750 Penalty: 747.491699
	Iteration 36Q: 3 clusters Score -240108.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -240116.312500 Penalty: 747.491699
	Iteration 37Q: 3 clusters Score -240116.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -240121.390625 Penalty: 747.491699
	Iteration 38Q: 3 clusters Score -240121.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -240124.453125 Penalty: 747.491699
	Iteration 39Q: 3 clusters Score -240124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -240128.468750 Penalty: 747.491699
	Iteration 40F: 3 clusters Score -240128.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -240131.375000 Penalty: 747.491699
	Iteration 41Q: 3 clusters Score -240131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -240133.531250 Penalty: 747.491699
	Iteration 42Q: 3 clusters Score -240133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -240137.328125 Penalty: 747.491699
	Iteration 43Q: 3 clusters Score -240137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -240143.812500 Penalty: 747.491699
	Iteration 44Q: 3 clusters Score -240143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -240151.703125 Penalty: 747.491699
	Iteration 45Q: 3 clusters Score -240151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -240156.609375 Penalty: 747.491699
	Iteration 46Q: 3 clusters Score -240156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -240158.046875 Penalty: 747.491699
	Iteration 47Q: 3 clusters Score -240158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -240159.546875 Penalty: 747.491699
	Iteration 48Q: 3 clusters Score -240159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -240160.921875 Penalty: 747.491699
	Iteration 49Q: 3 clusters Score -240160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -240163.062500 Penalty: 747.491699
	Iteration 50Q: 3 clusters Score -240163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -240165.328125 Penalty: 747.491699
	Iteration 51Q: 3 clusters Score -240165.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -240167.562500 Penalty: 747.491699
	Iteration 52Q: 3 clusters Score -240167.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -240169.875000 Penalty: 747.491699
	Iteration 53Q: 3 clusters Score -240169.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -240171.078125 Penalty: 747.491699
	Iteration 54Q: 3 clusters Score -240171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -240171.656250 Penalty: 747.491699
	Iteration 55Q: 3 clusters Score -240171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -240172.359375 Penalty: 747.491699
	Iteration 56Q: 3 clusters Score -240172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -240172.343750 Penalty: 747.491699
	Iteration 57Q: 3 clusters Score -240172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -240172.343750 Penalty: 747.491699
	Iteration 58F: 3 clusters Score -240172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Entering Unmasked Estep 
Score: -5396435.500000 Penalty: 516.663513
	Iteration 0F: 2 clusters Score -5396436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5342069.000000 Penalty: 1033.327026
	Iteration 0F: 3 clusters Score -5342069 nChanged 41529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5366248.500000 Penalty: 1033.327026
	Iteration 1F: 3 clusters Score -5366248 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -5367309.000000 Penalty: 1033.327026
	Iteration 2Q: 3 clusters Score -5367309 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5369176.500000 Penalty: 1033.327026
	Iteration 3F: 3 clusters Score -5369176 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5372401.000000 Penalty: 1033.327026
	Iteration 4F: 3 clusters Score -5372401 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -5377691.500000 Penalty: 1033.327026
	Iteration 5F: 3 clusters Score -5377692 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -5384190.000000 Penalty: 1033.327026
	Iteration 6F: 3 clusters Score -5384190 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5388292.000000 Penalty: 1033.327026
	Iteration 7F: 3 clusters Score -5388292 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -5389291.500000 Penalty: 1033.327026
	Iteration 8Q: 3 clusters Score -5389292 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5389622.000000 Penalty: 1033.327026
	Iteration 9Q: 3 clusters Score -5389622 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5389768.000000 Penalty: 1033.327026
	Iteration 10Q: 3 clusters Score -5389768 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5389820.500000 Penalty: 1033.327026
	Iteration 11Q: 3 clusters Score -5389820 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -5389928.500000 Penalty: 1033.327026
	Iteration 12Q: 3 clusters Score -5389928 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5389991.000000 Penalty: 1033.327026
	Iteration 13Q: 3 clusters Score -5389991 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -5390035.000000 Penalty: 1033.327026
	Iteration 14Q: 3 clusters Score -5390035 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -5390038.500000 Penalty: 1033.327026
	Iteration 15Q: 3 clusters Score -5390038 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5390137.000000 Penalty: 1033.327026
	Iteration 16Q: 3 clusters Score -5390137 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -5390162.000000 Penalty: 1033.327026
	Iteration 17Q: 3 clusters Score -5390162 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -5390171.500000 Penalty: 1033.327026
	Iteration 18Q: 3 clusters Score -5390172 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5390160.500000 Penalty: 1033.327026
	Iteration 19Q: 3 clusters Score -5390160 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5390181 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5390186.500000 Penalty: 1033.327026
	Iteration 21Q: 3 clusters Score -5390186 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -5390134.500000 Penalty: 1033.327026
	Iteration 22Q: 3 clusters Score -5390134 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5390138.000000 Penalty: 1033.327026
	Iteration 23Q: 3 clusters Score -5390138 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5390160.000000 Penalty: 1033.327026
	Iteration 24Q: 3 clusters Score -5390160 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5390214.000000 Penalty: 1033.327026
	Iteration 25Q: 3 clusters Score -5390214 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5390354.000000 Penalty: 1033.327026
	Iteration 26Q: 3 clusters Score -5390354 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5390345.000000 Penalty: 1033.327026
	Iteration 27Q: 3 clusters Score -5390345 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5390421.000000 Penalty: 1033.327026
	Iteration 28Q: 3 clusters Score -5390421 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -5390462.500000 Penalty: 1033.327026
	Iteration 29Q: 3 clusters Score -5390462 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5390537.000000 Penalty: 1033.327026
	Iteration 30Q: 3 clusters Score -5390537 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5390651.000000 Penalty: 1033.327026
	Iteration 31Q: 3 clusters Score -5390651 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5390733.000000 Penalty: 1033.327026
	Iteration 32Q: 3 clusters Score -5390733 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5390835.000000 Penalty: 1033.327026
	Iteration 33Q: 3 clusters Score -5390835 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5390881.500000 Penalty: 1033.327026
	Iteration 34Q: 3 clusters Score -5390882 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5390930.000000 Penalty: 1033.327026
	Iteration 35Q: 3 clusters Score -5390930 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5391012.500000 Penalty: 1033.327026
	Iteration 36Q: 3 clusters Score -5391012 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -5391005.000000 Penalty: 1033.327026
	Iteration 37Q: 3 clusters Score -5391005 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -5391021.500000 Penalty: 1033.327026
	Iteration 38Q: 3 clusters Score -5391022 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5391048.000000 Penalty: 1033.327026
	Iteration 39Q: 3 clusters Score -5391048 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5391084.500000 Penalty: 1033.327026
	Iteration 40F: 3 clusters Score -5391084 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5391101.500000 Penalty: 1033.327026
	Iteration 41Q: 3 clusters Score -5391102 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -5391104.000000 Penalty: 1033.327026
	Iteration 42Q: 3 clusters Score -5391104 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5391082.500000 Penalty: 1033.327026
	Iteration 43Q: 3 clusters Score -5391082 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -5391098.000000 Penalty: 1033.327026
	Iteration 44Q: 3 clusters Score -5391098 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -5391108.500000 Penalty: 1033.327026
	Iteration 45Q: 3 clusters Score -5391108 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -5391098.500000 Penalty: 1033.327026
	Iteration 46Q: 3 clusters Score -5391098 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -5391106.500000 Penalty: 1033.327026
	Iteration 47Q: 3 clusters Score -5391106 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -5391134.000000 Penalty: 1033.327026
	Iteration 48Q: 3 clusters Score -5391134 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -5391139.500000 Penalty: 1033.327026
	Iteration 49Q: 3 clusters Score -5391140 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -5391156.000000 Penalty: 1033.327026
	Iteration 50Q: 3 clusters Score -5391156 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -5391158.500000 Penalty: 1033.327026
	Iteration 51Q: 3 clusters Score -5391158 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -5391200.000000 Penalty: 1033.327026
	Iteration 52Q: 3 clusters Score -5391200 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -5391183.000000 Penalty: 1033.327026
	Iteration 53Q: 3 clusters Score -5391183 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -5391205.500000 Penalty: 1033.327026
	Iteration 54Q: 3 clusters Score -5391206 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -5391212.500000 Penalty: 1033.327026
	Iteration 55Q: 3 clusters Score -5391212 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -5391242.500000 Penalty: 1033.327026
	Iteration 56Q: 3 clusters Score -5391242 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -5391308.000000 Penalty: 1033.327026
	Iteration 57Q: 3 clusters Score -5391308 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5391276 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5391282 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -5391315.000000 Penalty: 1033.327026
	Iteration 60F: 3 clusters Score -5391315 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -5391330.500000 Penalty: 1033.327026
	Iteration 61Q: 3 clusters Score -5391330 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5391371 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -5391397.500000 Penalty: 1033.327026
	Iteration 63Q: 3 clusters Score -5391398 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -5391383.500000 Penalty: 1033.327026
	Iteration 64Q: 3 clusters Score -5391384 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -5391423.500000 Penalty: 1033.327026
	Iteration 65Q: 3 clusters Score -5391424 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5391477 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -5391547.500000 Penalty: 1033.327026
	Iteration 67Q: 3 clusters Score -5391548 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5391598 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -5391663.500000 Penalty: 1033.327026
	Iteration 69Q: 3 clusters Score -5391664 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -5391714.000000 Penalty: 1033.327026
	Iteration 70Q: 3 clusters Score -5391714 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -5391849.000000 Penalty: 1033.327026
	Iteration 71Q: 3 clusters Score -5391849 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -5392001.500000 Penalty: 1033.327026
	Iteration 72Q: 3 clusters Score -5392002 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -5392197.000000 Penalty: 1033.327026
	Iteration 73Q: 3 clusters Score -5392197 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -5392436.500000 Penalty: 1033.327026
	Iteration 74Q: 3 clusters Score -5392436 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -5392645.500000 Penalty: 1033.327026
	Iteration 75Q: 3 clusters Score -5392646 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -5392904.500000 Penalty: 1033.327026
	Iteration 76Q: 3 clusters Score -5392904 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5394110 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5394776 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5395210 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -5395453.500000 Penalty: 1033.327026
	Iteration 80F: 3 clusters Score -5395454 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -5395633.000000 Penalty: 1033.327026
	Iteration 81Q: 3 clusters Score -5395633 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5395733 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5395806 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -5395762.000000 Penalty: 1033.327026
	Iteration 84Q: 3 clusters Score -5395762 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -5395843.500000 Penalty: 1033.327026
	Iteration 85Q: 3 clusters Score -5395844 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -5395917.000000 Penalty: 1033.327026
	Iteration 86Q: 3 clusters Score -5395917 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -5395972.000000 Penalty: 1033.327026
	Iteration 87Q: 3 clusters Score -5395972 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -5396045.500000 Penalty: 1033.327026
	Iteration 88Q: 3 clusters Score -5396046 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -5396010.500000 Penalty: 1033.327026
	Iteration 89Q: 3 clusters Score -5396010 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -5396081.500000 Penalty: 1033.327026
	Iteration 90Q: 3 clusters Score -5396082 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5396071 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -5396075.000000 Penalty: 1033.327026
	Iteration 92Q: 3 clusters Score -5396075 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -5396074.500000 Penalty: 1033.327026
	Iteration 93Q: 3 clusters Score -5396074 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -5396116.500000 Penalty: 1033.327026
	Iteration 94Q: 3 clusters Score -5396116 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5396122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -5396121.500000 Penalty: 1033.327026
	Iteration 96Q: 3 clusters Score -5396122 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -5396176.500000 Penalty: 1033.327026
	Iteration 97Q: 3 clusters Score -5396176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -5396188.500000 Penalty: 1033.327026
	Iteration 98Q: 3 clusters Score -5396188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -5396179.000000 Penalty: 1033.327026
	Iteration 99Q: 3 clusters Score -5396179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -5396162.000000 Penalty: 1033.327026
	Iteration 100F: 3 clusters Score -5396162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -5396164.500000 Penalty: 1033.327026
	Iteration 101Q: 3 clusters Score -5396164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -5396150.000000 Penalty: 1033.327026
	Iteration 102Q: 3 clusters Score -5396150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -5396154.500000 Penalty: 1033.327026
	Iteration 103Q: 3 clusters Score -5396154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -5396160.500000 Penalty: 1033.327026
	Iteration 104Q: 3 clusters Score -5396160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -5396180.000000 Penalty: 1033.327026
	Iteration 105Q: 3 clusters Score -5396180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -5396171.000000 Penalty: 1033.327026
	Iteration 106Q: 3 clusters Score -5396171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -5396165.000000 Penalty: 1033.327026
	Iteration 107Q: 3 clusters Score -5396165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -5396151.500000 Penalty: 1033.327026
	Iteration 108Q: 3 clusters Score -5396152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
Score: -5396144.500000 Penalty: 1033.327026
	Iteration 109Q: 3 clusters Score -5396144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -5396149.000000 Penalty: 1033.327026
	Iteration 110Q: 3 clusters Score -5396149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -5396138.500000 Penalty: 1033.327026
	Iteration 111Q: 3 clusters Score -5396138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -5396137.500000 Penalty: 1033.327026
	Iteration 112Q: 3 clusters Score -5396138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -5396132.500000 Penalty: 1033.327026
	Iteration 113Q: 3 clusters Score -5396132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -5396132.500000 Penalty: 1033.327026
	Iteration 114F: 3 clusters Score -5396132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74640 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25821 members 
Mstep: Class 6 contains 21276 members 
Mstep: Class 7 contains 39260 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 41751 members 
Mstep: Class 15 contains 43789 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 16841 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 89007 members 
Mstep: Class 30 contains 17379 members 
Mstep: Class 31 contains 38493 members 
Mstep: Class 32 contains 10034 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88573 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 85412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228552.000000 Penalty: 23262.234375
Iteration 479Q: 39 clusters Score -4.222855e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 74659 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25816 members 
Mstep: Class 6 contains 21446 members 
Mstep: Class 7 contains 39285 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 41748 members 
Mstep: Class 15 contains 43789 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 2503 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 16612 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 40754 members 
Mstep: Class 29 contains 89033 members 
Mstep: Class 30 contains 17380 members 
Mstep: Class 31 contains 38520 members 
Mstep: Class 32 contains 10026 members 
Mstep: Class 33 contains 2207 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88593 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 85497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228696.000000 Penalty: 23262.234375
Iteration 480F: 39 clusters Score -4.22287e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 74703 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25811 members 
Mstep: Class 6 contains 21592 members 
Mstep: Class 7 contains 39307 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 7088 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 41750 members 
Mstep: Class 15 contains 43795 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 16379 members 
Mstep: Class 24 contains 3657 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2314 members 
Mstep: Class 28 contains 40721 members 
Mstep: Class 29 contains 89076 members 
Mstep: Class 30 contains 17381 members 
Mstep: Class 31 contains 38536 members 
Mstep: Class 32 contains 10017 members 
Mstep: Class 33 contains 2199 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88607 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 85569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228656.000000 Penalty: 23262.234375
Iteration 481Q: 39 clusters Score -4.222866e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74732 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25808 members 
Mstep: Class 6 contains 21741 members 
Mstep: Class 7 contains 39329 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 873 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 41751 members 
Mstep: Class 15 contains 43796 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 16157 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 5240 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2315 members 
Mstep: Class 28 contains 40685 members 
Mstep: Class 29 contains 89113 members 
Mstep: Class 30 contains 17381 members 
Mstep: Class 31 contains 38553 members 
Mstep: Class 32 contains 10003 members 
Mstep: Class 33 contains 2195 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88608 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 85676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228592.000000 Penalty: 23262.234375
Iteration 482Q: 39 clusters Score -4.222859e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74739 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 21900 members 
Mstep: Class 7 contains 39356 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 41749 members 
Mstep: Class 15 contains 43791 members 
Mstep: Class 16 contains 11261 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 717 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 15930 members 
Mstep: Class 24 contains 3633 members 
Mstep: Class 25 contains 5230 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2316 members 
Mstep: Class 28 contains 40646 members 
Mstep: Class 29 contains 89143 members 
Mstep: Class 30 contains 17380 members 
Mstep: Class 31 contains 38566 members 
Mstep: Class 32 contains 9987 members 
Mstep: Class 33 contains 2187 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88650 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 85741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228484.000000 Penalty: 23262.234375
Iteration 483Q: 39 clusters Score -4.222848e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74735 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25799 members 
Mstep: Class 6 contains 22043 members 
Mstep: Class 7 contains 39374 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 41746 members 
Mstep: Class 15 contains 43784 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 15741 members 
Mstep: Class 24 contains 3618 members 
Mstep: Class 25 contains 5226 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 89192 members 
Mstep: Class 30 contains 17380 members 
Mstep: Class 31 contains 38593 members 
Mstep: Class 32 contains 9976 members 
Mstep: Class 33 contains 2183 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88629 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 85835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228540.000000 Penalty: 23262.234375
Iteration 484Q: 39 clusters Score -4.222854e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74722 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 22199 members 
Mstep: Class 7 contains 39382 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 1427 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 1243 members 
Mstep: Class 14 contains 41741 members 
Mstep: Class 15 contains 43778 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 5219 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 40586 members 
Mstep: Class 29 contains 89249 members 
Mstep: Class 30 contains 17374 members 
Mstep: Class 31 contains 38599 members 
Mstep: Class 32 contains 9965 members 
Mstep: Class 33 contains 2180 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88631 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 3700 members 
Mstep: Class 38 contains 85914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228472.000000 Penalty: 23262.234375
Iteration 485Q: 39 clusters Score -4.222847e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74712 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 22355 members 
Mstep: Class 7 contains 39398 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6945 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41734 members 
Mstep: Class 15 contains 43774 members 
Mstep: Class 16 contains 11219 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 15349 members 
Mstep: Class 24 contains 3598 members 
Mstep: Class 25 contains 5210 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 40538 members 
Mstep: Class 29 contains 89308 members 
Mstep: Class 30 contains 17376 members 
Mstep: Class 31 contains 38609 members 
Mstep: Class 32 contains 9951 members 
Mstep: Class 33 contains 2173 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88592 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 86047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228608.000000 Penalty: 23262.234375
Iteration 486Q: 39 clusters Score -4.222861e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74696 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 22491 members 
Mstep: Class 7 contains 39414 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6928 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41735 members 
Mstep: Class 15 contains 43773 members 
Mstep: Class 16 contains 11200 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3040 members 
Mstep: Class 23 contains 15166 members 
Mstep: Class 24 contains 3588 members 
Mstep: Class 25 contains 5202 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 40508 members 
Mstep: Class 29 contains 89349 members 
Mstep: Class 30 contains 17372 members 
Mstep: Class 31 contains 38614 members 
Mstep: Class 32 contains 9934 members 
Mstep: Class 33 contains 2168 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 88589 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 86156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228472.000000 Penalty: 23262.234375
Iteration 487Q: 39 clusters Score -4.222847e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74670 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 22627 members 
Mstep: Class 7 contains 39414 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6914 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41739 members 
Mstep: Class 15 contains 43775 members 
Mstep: Class 16 contains 11174 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3037 members 
Mstep: Class 23 contains 14992 members 
Mstep: Class 24 contains 3581 members 
Mstep: Class 25 contains 5185 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 40484 members 
Mstep: Class 29 contains 89398 members 
Mstep: Class 30 contains 17365 members 
Mstep: Class 31 contains 38634 members 
Mstep: Class 32 contains 9920 members 
Mstep: Class 33 contains 2165 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 88571 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 86260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228564.000000 Penalty: 23262.234375
Iteration 488Q: 39 clusters Score -4.222856e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74688 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 22770 members 
Mstep: Class 7 contains 39414 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6908 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41739 members 
Mstep: Class 15 contains 43777 members 
Mstep: Class 16 contains 11157 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 14820 members 
Mstep: Class 24 contains 3572 members 
Mstep: Class 25 contains 5174 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2321 members 
Mstep: Class 28 contains 40451 members 
Mstep: Class 29 contains 89452 members 
Mstep: Class 30 contains 17362 members 
Mstep: Class 31 contains 38643 members 
Mstep: Class 32 contains 9904 members 
Mstep: Class 33 contains 2158 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 88566 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3700 members 
Mstep: Class 38 contains 86303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228580.000000 Penalty: 23262.234375
Iteration 489Q: 39 clusters Score -4.222858e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74702 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 22895 members 
Mstep: Class 7 contains 39402 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6903 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41741 members 
Mstep: Class 15 contains 43774 members 
Mstep: Class 16 contains 11138 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 3561 members 
Mstep: Class 25 contains 5167 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2323 members 
Mstep: Class 28 contains 40438 members 
Mstep: Class 29 contains 89497 members 
Mstep: Class 30 contains 17359 members 
Mstep: Class 31 contains 38669 members 
Mstep: Class 32 contains 9886 members 
Mstep: Class 33 contains 2154 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 88548 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3700 members 
Mstep: Class 38 contains 86333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228320.000000 Penalty: 23262.234375
Iteration 490Q: 39 clusters Score -4.222832e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74709 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25804 members 
Mstep: Class 6 contains 23016 members 
Mstep: Class 7 contains 39398 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 12 contains 6888 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41744 members 
Mstep: Class 15 contains 43770 members 
Mstep: Class 16 contains 11111 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3004 members 
Mstep: Class 23 contains 14555 members 
Mstep: Class 24 contains 3553 members 
Mstep: Class 25 contains 5155 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 40413 members 
Mstep: Class 29 contains 89539 members 
Mstep: Class 30 contains 17354 members 
Mstep: Class 31 contains 38707 members 
Mstep: Class 32 contains 9868 members 
Mstep: Class 33 contains 2153 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 88525 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 86375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228176.000000 Penalty: 23262.234375
Iteration 491Q: 39 clusters Score -4.222818e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74727 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25804 members 
Mstep: Class 6 contains 23145 members 
Mstep: Class 7 contains 39402 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 6878 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41744 members 
Mstep: Class 15 contains 43772 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 14441 members 
Mstep: Class 24 contains 3550 members 
Mstep: Class 25 contains 5137 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 40393 members 
Mstep: Class 29 contains 89562 members 
Mstep: Class 30 contains 17346 members 
Mstep: Class 31 contains 38723 members 
Mstep: Class 32 contains 9846 members 
Mstep: Class 33 contains 2151 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 88522 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 86402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228120.000000 Penalty: 23262.234375
Iteration 492Q: 39 clusters Score -4.222812e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74758 members 
Mstep: Class 3 contains 733 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 23278 members 
Mstep: Class 7 contains 39400 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 1243 members 
Mstep: Class 14 contains 41741 members 
Mstep: Class 15 contains 43777 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 14309 members 
Mstep: Class 24 contains 3544 members 
Mstep: Class 25 contains 5124 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 40380 members 
Mstep: Class 29 contains 89595 members 
Mstep: Class 30 contains 17341 members 
Mstep: Class 31 contains 38736 members 
Mstep: Class 32 contains 9825 members 
Mstep: Class 33 contains 2150 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 88508 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 86428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228064.000000 Penalty: 23262.234375
Iteration 493Q: 39 clusters Score -4.222806e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74803 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 23393 members 
Mstep: Class 7 contains 39404 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 13 contains 1243 members 
Mstep: Class 14 contains 41735 members 
Mstep: Class 15 contains 43778 members 
Mstep: Class 16 contains 11082 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 14185 members 
Mstep: Class 24 contains 3539 members 
Mstep: Class 25 contains 5114 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 40361 members 
Mstep: Class 29 contains 89631 members 
Mstep: Class 30 contains 17337 members 
Mstep: Class 31 contains 38739 members 
Mstep: Class 32 contains 9795 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 88511 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 86419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228152.000000 Penalty: 23262.234375
Iteration 494Q: 39 clusters Score -4.222815e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74858 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 23503 members 
Mstep: Class 7 contains 39407 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41728 members 
Mstep: Class 15 contains 43774 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 14053 members 
Mstep: Class 24 contains 3535 members 
Mstep: Class 25 contains 5104 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2342 members 
Mstep: Class 28 contains 40343 members 
Mstep: Class 29 contains 89665 members 
Mstep: Class 30 contains 17329 members 
Mstep: Class 31 contains 38742 members 
Mstep: Class 32 contains 9774 members 
Mstep: Class 33 contains 2145 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 88506 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 86419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228120.000000 Penalty: 23262.234375
Iteration 495Q: 39 clusters Score -4.222812e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 74923 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25801 members 
Mstep: Class 6 contains 23601 members 
Mstep: Class 7 contains 39412 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 1508 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 6874 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41731 members 
Mstep: Class 15 contains 43769 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 13945 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 5096 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 40347 members 
Mstep: Class 29 contains 89701 members 
Mstep: Class 30 contains 17322 members 
Mstep: Class 31 contains 38740 members 
Mstep: Class 32 contains 9758 members 
Mstep: Class 33 contains 2142 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 88463 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 86388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228264.000000 Penalty: 23262.234375
Iteration 496Q: 39 clusters Score -4.222826e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 74996 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 23694 members 
Mstep: Class 7 contains 39414 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 6878 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41734 members 
Mstep: Class 15 contains 43769 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 13823 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 5090 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 40347 members 
Mstep: Class 29 contains 89729 members 
Mstep: Class 30 contains 17317 members 
Mstep: Class 31 contains 38742 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 33 contains 2141 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 88439 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 86352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228152.000000 Penalty: 23262.234375
Iteration 497Q: 39 clusters Score -4.222815e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 75068 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 23786 members 
Mstep: Class 7 contains 39423 members 
Mstep: Class 8 contains 4958 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41736 members 
Mstep: Class 15 contains 43768 members 
Mstep: Class 16 contains 11079 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 13714 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 5085 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 40344 members 
Mstep: Class 29 contains 89741 members 
Mstep: Class 30 contains 17307 members 
Mstep: Class 31 contains 38744 members 
Mstep: Class 32 contains 9735 members 
Mstep: Class 33 contains 2141 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 88393 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 86353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228216.000000 Penalty: 23262.234375
Iteration 498Q: 39 clusters Score -4.222822e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 75120 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25789 members 
Mstep: Class 6 contains 23882 members 
Mstep: Class 7 contains 39428 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 1245 members 
Mstep: Class 14 contains 41738 members 
Mstep: Class 15 contains 43758 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 13624 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 5080 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 40357 members 
Mstep: Class 29 contains 89752 members 
Mstep: Class 30 contains 17305 members 
Mstep: Class 31 contains 38762 members 
Mstep: Class 32 contains 9714 members 
Mstep: Class 33 contains 2139 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 88339 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 86339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228116.000000 Penalty: 23262.234375
Iteration 499Q: 39 clusters Score -4.222812e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 75135 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 25787 members 
Mstep: Class 6 contains 23990 members 
Mstep: Class 7 contains 39423 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 6892 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 41739 members 
Mstep: Class 15 contains 43753 members 
Mstep: Class 16 contains 11068 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 13519 members 
Mstep: Class 24 contains 3500 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 40378 members 
Mstep: Class 29 contains 89764 members 
Mstep: Class 30 contains 17305 members 
Mstep: Class 31 contains 38792 members 
Mstep: Class 32 contains 9704 members 
Mstep: Class 33 contains 2139 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 88306 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 86323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228052.000000 Penalty: 23262.234375
Iteration 500F: 39 clusters Score -4.222805e+07 nChanged 892
Maximum iterations exceeded
23->39 Clusters: Score -42228052.000000, best is -42242092.000000

Starting from 24 clusters...
--- Clustering full data set of 696731 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 30381 members 
Mstep: Class 3 contains 30663 members 
Mstep: Class 4 contains 30121 members 
Mstep: Class 5 contains 30334 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 30180 members 
Mstep: Class 8 contains 30284 members 
Mstep: Class 9 contains 30431 members 
Mstep: Class 10 contains 29987 members 
Mstep: Class 11 contains 30338 members 
Mstep: Class 12 contains 30220 members 
Mstep: Class 13 contains 30624 members 
Mstep: Class 14 contains 30444 members 
Mstep: Class 15 contains 30326 members 
Mstep: Class 16 contains 30382 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 30204 members 
Mstep: Class 19 contains 30295 members 
Mstep: Class 20 contains 30122 members 
Mstep: Class 21 contains 30430 members 
Mstep: Class 22 contains 30336 members 
Mstep: Class 23 contains 30149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 130.577286 but Gain 612.164062
Score: -39563396.000000 Penalty: 13467.609375
Iteration 0F: 23 clusters Score -3.95634e+07 nChanged 665965
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 18897 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 9 contains 23018 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 312598 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 50527 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 10653 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 100421 members 
Mstep: Class 20 contains 35291 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 24859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 142.943619 but Gain 612.164062
Score: -40972776.000000 Penalty: 12855.445312
Iteration 1F: 22 clusters Score -4.097278e+07 nChanged 245135
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 14358 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 9 contains 20656 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 1351 members 
Mstep: Class 12 contains 274499 members 
Mstep: Class 13 contains 73940 members 
Mstep: Class 14 contains 16663 members 
Mstep: Class 15 contains 54134 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 5063 members 
Mstep: Class 19 contains 149028 members 
Mstep: Class 20 contains 29557 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 3376 members 
Mstep: Class 23 contains 22552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41176628.000000 Penalty: 12855.445312
Iteration 2F: 22 clusters Score -4.117663e+07 nChanged 184065
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11945 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 9 contains 22788 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 187200 members 
Mstep: Class 13 contains 122339 members 
Mstep: Class 14 contains 21175 members 
Mstep: Class 15 contains 68379 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 19 contains 160453 members 
Mstep: Class 20 contains 37158 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 25631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41549036.000000 Penalty: 12855.445312
Iteration 3F: 22 clusters Score -4.154904e+07 nChanged 138765
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8767 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 9 contains 22844 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 342 members 
Mstep: Class 12 contains 187585 members 
Mstep: Class 13 contains 149493 members 
Mstep: Class 14 contains 19908 members 
Mstep: Class 15 contains 68626 members 
Mstep: Class 16 contains 10176 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 19 contains 130672 members 
Mstep: Class 20 contains 46909 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 4855 members 
Mstep: Class 23 contains 20960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 581.720398 but Gain 612.164062
Score: -41640604.000000 Penalty: 12243.281250
Iteration 4F: 21 clusters Score -4.16406e+07 nChanged 117768
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7225 members 
Mstep: Class 3 contains 343 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 12 contains 177257 members 
Mstep: Class 13 contains 172348 members 
Mstep: Class 14 contains 19774 members 
Mstep: Class 15 contains 68013 members 
Mstep: Class 16 contains 11868 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 19 contains 103098 members 
Mstep: Class 20 contains 60004 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 19471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674060.000000 Penalty: 12243.281250
Iteration 5F: 21 clusters Score -4.167406e+07 nChanged 102995
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 9 contains 32627 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 12 contains 188306 members 
Mstep: Class 13 contains 156462 members 
Mstep: Class 14 contains 21230 members 
Mstep: Class 15 contains 65209 members 
Mstep: Class 16 contains 13671 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 19 contains 86814 members 
Mstep: Class 20 contains 68903 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 6449 members 
Mstep: Class 23 contains 19428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777832.000000 Penalty: 12243.281250
Iteration 6F: 21 clusters Score -4.177783e+07 nChanged 72142
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 326 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 5427 members 
Mstep: Class 9 contains 40231 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 12 contains 174500 members 
Mstep: Class 13 contains 158808 members 
Mstep: Class 14 contains 21924 members 
Mstep: Class 15 contains 63416 members 
Mstep: Class 16 contains 14423 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 19 contains 85148 members 
Mstep: Class 20 contains 72864 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 18906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41847876.000000 Penalty: 12243.281250
Iteration 7F: 21 clusters Score -4.184788e+07 nChanged 65142
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 7864 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 9 contains 49585 members 
Mstep: Class 10 contains 11520 members 
Mstep: Class 12 contains 169622 members 
Mstep: Class 13 contains 154378 members 
Mstep: Class 14 contains 21194 members 
Mstep: Class 15 contains 61000 members 
Mstep: Class 16 contains 15263 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 19 contains 84479 members 
Mstep: Class 20 contains 74635 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 8242 members 
Mstep: Class 23 contains 18034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41900236.000000 Penalty: 12243.281250
Iteration 8F: 21 clusters Score -4.190024e+07 nChanged 56081
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7491 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 5518 members 
Mstep: Class 9 contains 59498 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 12 contains 160629 members 
Mstep: Class 13 contains 153420 members 
Mstep: Class 14 contains 20137 members 
Mstep: Class 15 contains 59192 members 
Mstep: Class 16 contains 15915 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 19 contains 85752 members 
Mstep: Class 20 contains 74895 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 9143 members 
Mstep: Class 23 contains 17119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41921964.000000 Penalty: 12243.281250
Iteration 9F: 21 clusters Score -4.192196e+07 nChanged 53613
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1272 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 5324 members 
Mstep: Class 9 contains 70614 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 12 contains 148849 members 
Mstep: Class 13 contains 153518 members 
Mstep: Class 14 contains 19859 members 
Mstep: Class 15 contains 58068 members 
Mstep: Class 16 contains 16433 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 19 contains 85999 members 
Mstep: Class 20 contains 74814 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 9957 members 
Mstep: Class 23 contains 16488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41922080.000000 Penalty: 12243.281250
Iteration 10F: 21 clusters Score -4.192208e+07 nChanged 54559
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9021 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 11176 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 9 contains 82921 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 12 contains 130333 members 
Mstep: Class 13 contains 154865 members 
Mstep: Class 14 contains 20802 members 
Mstep: Class 15 contains 59114 members 
Mstep: Class 16 contains 16907 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 19 contains 86067 members 
Mstep: Class 20 contains 74607 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 16327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41951508.000000 Penalty: 12243.281250
Iteration 11F: 21 clusters Score -4.195151e+07 nChanged 48725
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9920 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 12880 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 9 contains 95986 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 12 contains 112962 members 
Mstep: Class 13 contains 153192 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 61853 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 19 contains 86387 members 
Mstep: Class 20 contains 73858 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 10919 members 
Mstep: Class 23 contains 15943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41971432.000000 Penalty: 12243.281250
Iteration 12F: 21 clusters Score -4.197143e+07 nChanged 45858
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 14856 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 9 contains 110602 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 12 contains 99885 members 
Mstep: Class 13 contains 145661 members 
Mstep: Class 14 contains 23351 members 
Mstep: Class 15 contains 65045 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 19 contains 86492 members 
Mstep: Class 20 contains 72812 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 10987 members 
Mstep: Class 23 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41957356.000000 Penalty: 12243.281250
Iteration 13F: 21 clusters Score -4.195736e+07 nChanged 47373
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 17081 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 9 contains 127762 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 12 contains 94031 members 
Mstep: Class 13 contains 126076 members 
Mstep: Class 14 contains 26444 members 
Mstep: Class 15 contains 67580 members 
Mstep: Class 16 contains 17647 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 19 contains 87288 members 
Mstep: Class 20 contains 71772 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 15381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41980864.000000 Penalty: 12243.281250
Iteration 14F: 21 clusters Score -4.198086e+07 nChanged 41648
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11942 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 19309 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 9 contains 144129 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 89557 members 
Mstep: Class 13 contains 107226 members 
Mstep: Class 14 contains 30075 members 
Mstep: Class 15 contains 69191 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 19 contains 87313 members 
Mstep: Class 20 contains 70745 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 10865 members 
Mstep: Class 23 contains 15372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42006872.000000 Penalty: 12243.281250
Iteration 15F: 21 clusters Score -4.200687e+07 nChanged 37539
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12202 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 21482 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 9 contains 159049 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 12 contains 84836 members 
Mstep: Class 13 contains 92182 members 
Mstep: Class 14 contains 33948 members 
Mstep: Class 15 contains 69973 members 
Mstep: Class 16 contains 18312 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 19 contains 85482 members 
Mstep: Class 20 contains 69980 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 10834 members 
Mstep: Class 23 contains 15516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41993288.000000 Penalty: 12243.281250
Iteration 16F: 21 clusters Score -4.199329e+07 nChanged 30347
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12771 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 24209 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 9 contains 155486 members 
Mstep: Class 10 contains 6770 members 
Mstep: Class 12 contains 81607 members 
Mstep: Class 13 contains 84704 members 
Mstep: Class 14 contains 40198 members 
Mstep: Class 15 contains 69940 members 
Mstep: Class 16 contains 19635 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 19 contains 87735 members 
Mstep: Class 20 contains 69514 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 11197 members 
Mstep: Class 23 contains 16714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 609.786011 but Gain 612.164062
Score: -42024000.000000 Penalty: 11631.117188
Iteration 17Q: 20 clusters Score -4.2024e+07 nChanged 26475
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13030 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 26735 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 9 contains 153605 members 
Mstep: Class 10 contains 6486 members 
Mstep: Class 12 contains 78572 members 
Mstep: Class 13 contains 78030 members 
Mstep: Class 14 contains 47353 members 
Mstep: Class 15 contains 69432 members 
Mstep: Class 16 contains 20692 members 
Mstep: Class 19 contains 88335 members 
Mstep: Class 20 contains 69192 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 11473 members 
Mstep: Class 23 contains 17702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42048864.000000 Penalty: 11631.117188
Iteration 18Q: 20 clusters Score -4.204886e+07 nChanged 27712
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 29226 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 9 contains 149003 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 12 contains 76795 members 
Mstep: Class 13 contains 72150 members 
Mstep: Class 14 contains 56419 members 
Mstep: Class 15 contains 68361 members 
Mstep: Class 16 contains 21606 members 
Mstep: Class 19 contains 88571 members 
Mstep: Class 20 contains 68903 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 18651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42072548.000000 Penalty: 11631.117188
Iteration 19Q: 20 clusters Score -4.207255e+07 nChanged 28774
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12277 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 32026 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 4932 members 
Mstep: Class 9 contains 146696 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 12 contains 75120 members 
Mstep: Class 13 contains 67140 members 
Mstep: Class 14 contains 64599 members 
Mstep: Class 15 contains 67139 members 
Mstep: Class 16 contains 22170 members 
Mstep: Class 19 contains 87010 members 
Mstep: Class 20 contains 68653 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 19488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42081748.000000 Penalty: 11631.117188
Iteration 20F: 20 clusters Score -4.208175e+07 nChanged 28309
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12069 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 35359 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 9 contains 145956 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 12 contains 74103 members 
Mstep: Class 13 contains 62278 members 
Mstep: Class 14 contains 70900 members 
Mstep: Class 15 contains 65850 members 
Mstep: Class 16 contains 22476 members 
Mstep: Class 19 contains 84449 members 
Mstep: Class 20 contains 68466 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 12094 members 
Mstep: Class 23 contains 20414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42087696.000000 Penalty: 11631.117188
Iteration 21Q: 20 clusters Score -4.20877e+07 nChanged 25391
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 184 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 38988 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 9 contains 145173 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 12 contains 73509 members 
Mstep: Class 13 contains 57759 members 
Mstep: Class 14 contains 75609 members 
Mstep: Class 15 contains 64525 members 
Mstep: Class 16 contains 22639 members 
Mstep: Class 19 contains 82070 members 
Mstep: Class 20 contains 68328 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 12292 members 
Mstep: Class 23 contains 21641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42101108.000000 Penalty: 11631.117188
Iteration 22Q: 20 clusters Score -4.210111e+07 nChanged 22394
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12161 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 9 contains 144202 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 12 contains 72365 members 
Mstep: Class 13 contains 53562 members 
Mstep: Class 14 contains 81048 members 
Mstep: Class 15 contains 63143 members 
Mstep: Class 16 contains 22747 members 
Mstep: Class 19 contains 79931 members 
Mstep: Class 20 contains 68129 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 12502 members 
Mstep: Class 23 contains 22916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119452.000000 Penalty: 11631.117188
Iteration 23Q: 20 clusters Score -4.211945e+07 nChanged 25194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12104 members 
Mstep: Class 3 contains 177 members 
Mstep: Class 4 contains 4170 members 
Mstep: Class 5 contains 44197 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 9 contains 142442 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 12 contains 69415 members 
Mstep: Class 13 contains 49997 members 
Mstep: Class 14 contains 89683 members 
Mstep: Class 15 contains 61566 members 
Mstep: Class 16 contains 22904 members 
Mstep: Class 19 contains 78199 members 
Mstep: Class 20 contains 67919 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 23969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42133600.000000 Penalty: 11631.117188
Iteration 24Q: 20 clusters Score -4.21336e+07 nChanged 30188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 44932 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 4369 members 
Mstep: Class 9 contains 142700 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 12 contains 64158 members 
Mstep: Class 13 contains 47666 members 
Mstep: Class 14 contains 98706 members 
Mstep: Class 15 contains 59856 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 19 contains 76722 members 
Mstep: Class 20 contains 67755 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 12840 members 
Mstep: Class 23 contains 24841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129696.000000 Penalty: 11631.117188
Iteration 25Q: 20 clusters Score -4.21297e+07 nChanged 27105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 45890 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 9 contains 145634 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 12 contains 59897 members 
Mstep: Class 13 contains 46557 members 
Mstep: Class 14 contains 100331 members 
Mstep: Class 15 contains 58001 members 
Mstep: Class 16 contains 23355 members 
Mstep: Class 19 contains 76939 members 
Mstep: Class 20 contains 67663 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 13043 members 
Mstep: Class 23 contains 26132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42127220.000000 Penalty: 11631.117188
Iteration 26Q: 20 clusters Score -4.212722e+07 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 47337 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 9 contains 148644 members 
Mstep: Class 10 contains 3865 members 
Mstep: Class 12 contains 58075 members 
Mstep: Class 13 contains 46070 members 
Mstep: Class 14 contains 97294 members 
Mstep: Class 15 contains 56108 members 
Mstep: Class 16 contains 23706 members 
Mstep: Class 19 contains 77975 members 
Mstep: Class 20 contains 67545 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 13279 members 
Mstep: Class 23 contains 27634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125992.000000 Penalty: 11631.117188
Iteration 27Q: 20 clusters Score -4.212599e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 49108 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 9 contains 148138 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 12 contains 57110 members 
Mstep: Class 13 contains 45820 members 
Mstep: Class 14 contains 95009 members 
Mstep: Class 15 contains 54352 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 19 contains 79901 members 
Mstep: Class 20 contains 67466 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 13559 members 
Mstep: Class 23 contains 29253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129376.000000 Penalty: 11631.117188
Iteration 28Q: 20 clusters Score -4.212938e+07 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 10933 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 50981 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 9 contains 148665 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 12 contains 56599 members 
Mstep: Class 13 contains 45625 members 
Mstep: Class 14 contains 91989 members 
Mstep: Class 15 contains 52696 members 
Mstep: Class 16 contains 24835 members 
Mstep: Class 19 contains 80854 members 
Mstep: Class 20 contains 67488 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 30899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42133888.000000 Penalty: 11631.117188
Iteration 29Q: 20 clusters Score -4.213389e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 52732 members 
Mstep: Class 6 contains 4159 members 
Mstep: Class 7 contains 4144 members 
Mstep: Class 9 contains 148499 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 12 contains 56199 members 
Mstep: Class 13 contains 45397 members 
Mstep: Class 14 contains 89860 members 
Mstep: Class 15 contains 51127 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 19 contains 81555 members 
Mstep: Class 20 contains 67528 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 32492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42138908.000000 Penalty: 11631.117188
Iteration 30Q: 20 clusters Score -4.213891e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10041 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 54391 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 4119 members 
Mstep: Class 9 contains 148512 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 12 contains 55892 members 
Mstep: Class 13 contains 45134 members 
Mstep: Class 14 contains 87884 members 
Mstep: Class 15 contains 49652 members 
Mstep: Class 16 contains 25870 members 
Mstep: Class 19 contains 81839 members 
Mstep: Class 20 contains 67572 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 14349 members 
Mstep: Class 23 contains 34126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42143656.000000 Penalty: 11631.117188
Iteration 31Q: 20 clusters Score -4.214366e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 56026 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 9 contains 148431 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 12 contains 55641 members 
Mstep: Class 13 contains 44888 members 
Mstep: Class 14 contains 86010 members 
Mstep: Class 15 contains 48255 members 
Mstep: Class 16 contains 26401 members 
Mstep: Class 19 contains 82051 members 
Mstep: Class 20 contains 67622 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 14598 members 
Mstep: Class 23 contains 35736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148744.000000 Penalty: 11631.117188
Iteration 32Q: 20 clusters Score -4.214874e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9016 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 57658 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 4124 members 
Mstep: Class 9 contains 148140 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 12 contains 55264 members 
Mstep: Class 13 contains 44653 members 
Mstep: Class 14 contains 84672 members 
Mstep: Class 15 contains 47046 members 
Mstep: Class 16 contains 26929 members 
Mstep: Class 19 contains 82176 members 
Mstep: Class 20 contains 67623 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 14842 members 
Mstep: Class 23 contains 37098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153516.000000 Penalty: 11631.117188
Iteration 33Q: 20 clusters Score -4.215352e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 59292 members 
Mstep: Class 6 contains 4159 members 
Mstep: Class 7 contains 4128 members 
Mstep: Class 9 contains 148214 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 12 contains 54852 members 
Mstep: Class 13 contains 44382 members 
Mstep: Class 14 contains 83358 members 
Mstep: Class 15 contains 46031 members 
Mstep: Class 16 contains 27406 members 
Mstep: Class 19 contains 82048 members 
Mstep: Class 20 contains 67624 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 38227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157288.000000 Penalty: 11631.117188
Iteration 34Q: 20 clusters Score -4.215729e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 60926 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 9 contains 148028 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 12 contains 54353 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 82398 members 
Mstep: Class 15 contains 45192 members 
Mstep: Class 16 contains 27880 members 
Mstep: Class 19 contains 82032 members 
Mstep: Class 20 contains 67578 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 15297 members 
Mstep: Class 23 contains 39092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160628.000000 Penalty: 11631.117188
Iteration 35Q: 20 clusters Score -4.216063e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 62381 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 9 contains 148142 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 12 contains 53760 members 
Mstep: Class 13 contains 43966 members 
Mstep: Class 14 contains 81446 members 
Mstep: Class 15 contains 44539 members 
Mstep: Class 16 contains 28321 members 
Mstep: Class 19 contains 81922 members 
Mstep: Class 20 contains 67528 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 15495 members 
Mstep: Class 23 contains 39757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163832.000000 Penalty: 11631.117188
Iteration 36Q: 20 clusters Score -4.216383e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 63749 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 9 contains 147880 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 12 contains 53144 members 
Mstep: Class 13 contains 43795 members 
Mstep: Class 14 contains 80893 members 
Mstep: Class 15 contains 43966 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 19 contains 81906 members 
Mstep: Class 20 contains 67482 members 
Mstep: Class 21 contains 1055 members 
Mstep: Class 22 contains 15661 members 
Mstep: Class 23 contains 40242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166508.000000 Penalty: 11631.117188
Iteration 37Q: 20 clusters Score -4.216651e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6873 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 4584 members 
Mstep: Class 5 contains 65068 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 4169 members 
Mstep: Class 9 contains 147821 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 12 contains 52584 members 
Mstep: Class 13 contains 43607 members 
Mstep: Class 14 contains 80277 members 
Mstep: Class 15 contains 43441 members 
Mstep: Class 16 contains 29177 members 
Mstep: Class 19 contains 81860 members 
Mstep: Class 20 contains 67448 members 
Mstep: Class 21 contains 1054 members 
Mstep: Class 22 contains 15875 members 
Mstep: Class 23 contains 40562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168504.000000 Penalty: 11631.117188
Iteration 38Q: 20 clusters Score -4.21685e+07 nChanged 8273
Entering ConstructFrom: 
Score: -42168504.000000 Penalty: 11631.117188
Entering ConstructFrom: 
Trying to split cluster 1 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -283359.437500 Penalty: 384.823334
	Iteration 0F: 2 clusters Score -283359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -280201.562500 Penalty: 769.646667
	Iteration 0F: 3 clusters Score -280201.6 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -281339.500000 Penalty: 769.646667
	Iteration 1F: 3 clusters Score -281339.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -281510.312500 Penalty: 769.646667
	Iteration 2F: 3 clusters Score -281510.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -281662.812500 Penalty: 769.646667
	Iteration 3F: 3 clusters Score -281662.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -281827.500000 Penalty: 769.646667
	Iteration 4F: 3 clusters Score -281827.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -281978.343750 Penalty: 769.646667
	Iteration 5Q: 3 clusters Score -281978.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -282122.843750 Penalty: 769.646667
	Iteration 6Q: 3 clusters Score -282122.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -282241.250000 Penalty: 769.646667
	Iteration 7Q: 3 clusters Score -282241.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -282325.375000 Penalty: 769.646667
	Iteration 8Q: 3 clusters Score -282325.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -282390.812500 Penalty: 769.646667
	Iteration 9Q: 3 clusters Score -282390.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -282437.906250 Penalty: 769.646667
	Iteration 10Q: 3 clusters Score -282437.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -282470.437500 Penalty: 769.646667
	Iteration 11Q: 3 clusters Score -282470.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -282494.468750 Penalty: 769.646667
	Iteration 12Q: 3 clusters Score -282494.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -282512.875000 Penalty: 769.646667
	Iteration 13Q: 3 clusters Score -282512.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -282536.906250 Penalty: 769.646667
	Iteration 14Q: 3 clusters Score -282536.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -282566.562500 Penalty: 769.646667
	Iteration 15Q: 3 clusters Score -282566.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -282594.343750 Penalty: 769.646667
	Iteration 16Q: 3 clusters Score -282594.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -282618.375000 Penalty: 769.646667
	Iteration 17Q: 3 clusters Score -282618.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -282648.156250 Penalty: 769.646667
	Iteration 18Q: 3 clusters Score -282648.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -282676.156250 Penalty: 769.646667
	Iteration 19Q: 3 clusters Score -282676.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -282712.750000 Penalty: 769.646667
	Iteration 20F: 3 clusters Score -282712.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -282742.750000 Penalty: 769.646667
	Iteration 21Q: 3 clusters Score -282742.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -282775.250000 Penalty: 769.646667
	Iteration 22Q: 3 clusters Score -282775.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -282817.250000 Penalty: 769.646667
	Iteration 23Q: 3 clusters Score -282817.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -282853.218750 Penalty: 769.646667
	Iteration 24Q: 3 clusters Score -282853.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -282888.062500 Penalty: 769.646667
	Iteration 25Q: 3 clusters Score -282888.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -282921.062500 Penalty: 769.646667
	Iteration 26Q: 3 clusters Score -282921.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -282939.531250 Penalty: 769.646667
	Iteration 27Q: 3 clusters Score -282939.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -282950.156250 Penalty: 769.646667
	Iteration 28Q: 3 clusters Score -282950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -282958.500000 Penalty: 769.646667
	Iteration 29Q: 3 clusters Score -282958.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -282970.156250 Penalty: 769.646667
	Iteration 30Q: 3 clusters Score -282970.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -282982.250000 Penalty: 769.646667
	Iteration 31Q: 3 clusters Score -282982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -282992.468750 Penalty: 769.646667
	Iteration 32Q: 3 clusters Score -282992.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -283000.031250 Penalty: 769.646667
	Iteration 33Q: 3 clusters Score -283000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -283015.718750 Penalty: 769.646667
	Iteration 34Q: 3 clusters Score -283015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -283033.531250 Penalty: 769.646667
	Iteration 35Q: 3 clusters Score -283033.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -283047.000000 Penalty: 769.646667
	Iteration 36Q: 3 clusters Score -283047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -283061.906250 Penalty: 769.646667
	Iteration 37Q: 3 clusters Score -283061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -283069.000000 Penalty: 769.646667
	Iteration 38Q: 3 clusters Score -283069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -283073.125000 Penalty: 769.646667
	Iteration 39Q: 3 clusters Score -283073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -283074.656250 Penalty: 769.646667
	Iteration 40F: 3 clusters Score -283074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -283075.062500 Penalty: 769.646667
	Iteration 41Q: 3 clusters Score -283075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -283075.062500 Penalty: 769.646667
	Iteration 42F: 3 clusters Score -283075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -422041.187500 Penalty: 399.783783
	Iteration 0F: 2 clusters Score -422041.2 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 3224 members 
Entering Unmasked Estep 
Score: -417679.281250 Penalty: 799.567566
	Iteration 0F: 3 clusters Score -417679.3 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -419347.093750 Penalty: 799.567566
	Iteration 1F: 3 clusters Score -419347.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -419446.187500 Penalty: 799.567566
	Iteration 2Q: 3 clusters Score -419446.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -419560.031250 Penalty: 799.567566
	Iteration 3Q: 3 clusters Score -419560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -419716.031250 Penalty: 799.567566
	Iteration 4Q: 3 clusters Score -419716 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -419916.562500 Penalty: 799.567566
	Iteration 5Q: 3 clusters Score -419916.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -420187.812500 Penalty: 799.567566
	Iteration 6F: 3 clusters Score -420187.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -420507.562500 Penalty: 799.567566
	Iteration 7F: 3 clusters Score -420507.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -420786.937500 Penalty: 799.567566
	Iteration 8Q: 3 clusters Score -420786.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -420997.937500 Penalty: 799.567566
	Iteration 9Q: 3 clusters Score -420997.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -421149.500000 Penalty: 799.567566
	Iteration 10Q: 3 clusters Score -421149.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -421244.062500 Penalty: 799.567566
	Iteration 11Q: 3 clusters Score -421244.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -421301.843750 Penalty: 799.567566
	Iteration 12Q: 3 clusters Score -421301.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -421349.125000 Penalty: 799.567566
	Iteration 13Q: 3 clusters Score -421349.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -421391.125000 Penalty: 799.567566
	Iteration 14Q: 3 clusters Score -421391.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -421432.062500 Penalty: 799.567566
	Iteration 15Q: 3 clusters Score -421432.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -421475.406250 Penalty: 799.567566
	Iteration 16Q: 3 clusters Score -421475.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -421509.343750 Penalty: 799.567566
	Iteration 17Q: 3 clusters Score -421509.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -421538.343750 Penalty: 799.567566
	Iteration 18Q: 3 clusters Score -421538.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -421559.906250 Penalty: 799.567566
	Iteration 19Q: 3 clusters Score -421559.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -421580.437500 Penalty: 799.567566
	Iteration 20F: 3 clusters Score -421580.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -421594.062500 Penalty: 799.567566
	Iteration 21Q: 3 clusters Score -421594.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -421601.812500 Penalty: 799.567566
	Iteration 22Q: 3 clusters Score -421601.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -421607.500000 Penalty: 799.567566
	Iteration 23Q: 3 clusters Score -421607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -421611.781250 Penalty: 799.567566
	Iteration 24Q: 3 clusters Score -421611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -421619.312500 Penalty: 799.567566
	Iteration 25Q: 3 clusters Score -421619.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -421626.937500 Penalty: 799.567566
	Iteration 26Q: 3 clusters Score -421626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -421632.062500 Penalty: 799.567566
	Iteration 27Q: 3 clusters Score -421632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -421641.125000 Penalty: 799.567566
	Iteration 28Q: 3 clusters Score -421641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -421647.968750 Penalty: 799.567566
	Iteration 29Q: 3 clusters Score -421648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -421652.062500 Penalty: 799.567566
	Iteration 30Q: 3 clusters Score -421652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -421656.281250 Penalty: 799.567566
	Iteration 31Q: 3 clusters Score -421656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -421657.812500 Penalty: 799.567566
	Iteration 32Q: 3 clusters Score -421657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -421659.343750 Penalty: 799.567566
	Iteration 33Q: 3 clusters Score -421659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -421661.562500 Penalty: 799.567566
	Iteration 34Q: 3 clusters Score -421661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -421663.375000 Penalty: 799.567566
	Iteration 35Q: 3 clusters Score -421663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -421664.375000 Penalty: 799.567566
	Iteration 36Q: 3 clusters Score -421664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -421665.281250 Penalty: 799.567566
	Iteration 37Q: 3 clusters Score -421665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -421665.625000 Penalty: 799.567566
	Iteration 38Q: 3 clusters Score -421665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -421665.625000 Penalty: 799.567566
	Iteration 39F: 3 clusters Score -421665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -6206.974121 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -6206.974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6046.073242 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -6046.073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6203.539062 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -6203.539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6280.381348 Penalty: 469.995514
	Iteration 2Q: 3 clusters Score -6280.381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6300.359375 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -6300.359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6319.208008 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -6319.208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6325.111816 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -6325.112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6327.250977 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -6327.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6327.250977 Penalty: 469.995514
	Iteration 7F: 3 clusters Score -6327.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 12 contains 52006 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 42941 members 
Mstep: Class 16 contains 29525 members 
Mstep: Class 19 contains 81849 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Entering Unmasked Estep 
Score: -42169104.000000 Penalty: 12243.281250
Splitting cluster 3 changes total score from -42168504.000000 to -42169104.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -300645.218750 Penalty: 383.827362
	Iteration 0F: 2 clusters Score -300645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -297515.562500 Penalty: 767.654724
	Iteration 0F: 3 clusters Score -297515.6 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -298830.343750 Penalty: 767.654724
	Iteration 1F: 3 clusters Score -298830.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -299033.656250 Penalty: 767.654724
	Iteration 2F: 3 clusters Score -299033.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -299245.812500 Penalty: 767.654724
	Iteration 3F: 3 clusters Score -299245.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -299487.281250 Penalty: 767.654724
	Iteration 4F: 3 clusters Score -299487.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -299680.625000 Penalty: 767.654724
	Iteration 5Q: 3 clusters Score -299680.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -299871.343750 Penalty: 767.654724
	Iteration 6Q: 3 clusters Score -299871.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -300014.031250 Penalty: 767.654724
	Iteration 7Q: 3 clusters Score -300014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -300084.281250 Penalty: 767.654724
	Iteration 8Q: 3 clusters Score -300084.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -300125.531250 Penalty: 767.654724
	Iteration 9Q: 3 clusters Score -300125.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -300149.718750 Penalty: 767.654724
	Iteration 10Q: 3 clusters Score -300149.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -300164.250000 Penalty: 767.654724
	Iteration 11Q: 3 clusters Score -300164.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -300174.531250 Penalty: 767.654724
	Iteration 12Q: 3 clusters Score -300174.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -300182.656250 Penalty: 767.654724
	Iteration 13Q: 3 clusters Score -300182.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -300189.718750 Penalty: 767.654724
	Iteration 14Q: 3 clusters Score -300189.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -300194.062500 Penalty: 767.654724
	Iteration 15Q: 3 clusters Score -300194.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -300198.468750 Penalty: 767.654724
	Iteration 16Q: 3 clusters Score -300198.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -300201.593750 Penalty: 767.654724
	Iteration 17Q: 3 clusters Score -300201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -300203.250000 Penalty: 767.654724
	Iteration 18Q: 3 clusters Score -300203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -300205.562500 Penalty: 767.654724
	Iteration 19Q: 3 clusters Score -300205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -300208.468750 Penalty: 767.654724
	Iteration 20F: 3 clusters Score -300208.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -300209.968750 Penalty: 767.654724
	Iteration 21Q: 3 clusters Score -300210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -300210.593750 Penalty: 767.654724
	Iteration 22Q: 3 clusters Score -300210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -300214.000000 Penalty: 767.654724
	Iteration 23Q: 3 clusters Score -300214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -300218.437500 Penalty: 767.654724
	Iteration 24Q: 3 clusters Score -300218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -300223.843750 Penalty: 767.654724
	Iteration 25Q: 3 clusters Score -300223.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -300231.468750 Penalty: 767.654724
	Iteration 26Q: 3 clusters Score -300231.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -300237.000000 Penalty: 767.654724
	Iteration 27Q: 3 clusters Score -300237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -300242.625000 Penalty: 767.654724
	Iteration 28Q: 3 clusters Score -300242.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -300249.812500 Penalty: 767.654724
	Iteration 29Q: 3 clusters Score -300249.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -300253.875000 Penalty: 767.654724
	Iteration 30Q: 3 clusters Score -300253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -300256.312500 Penalty: 767.654724
	Iteration 31Q: 3 clusters Score -300256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -300258.531250 Penalty: 767.654724
	Iteration 32Q: 3 clusters Score -300258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -300259.656250 Penalty: 767.654724
	Iteration 33Q: 3 clusters Score -300259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -300261.562500 Penalty: 767.654724
	Iteration 34Q: 3 clusters Score -300261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -300262.312500 Penalty: 767.654724
	Iteration 35Q: 3 clusters Score -300262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -300263.406250 Penalty: 767.654724
	Iteration 36Q: 3 clusters Score -300263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -300264.531250 Penalty: 767.654724
	Iteration 37Q: 3 clusters Score -300264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -300266.125000 Penalty: 767.654724
	Iteration 38Q: 3 clusters Score -300266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -300268.500000 Penalty: 767.654724
	Iteration 39Q: 3 clusters Score -300268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -300269.625000 Penalty: 767.654724
	Iteration 40F: 3 clusters Score -300269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -300272.093750 Penalty: 767.654724
	Iteration 41Q: 3 clusters Score -300272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -300272.843750 Penalty: 767.654724
	Iteration 42Q: 3 clusters Score -300272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -300274.062500 Penalty: 767.654724
	Iteration 43Q: 3 clusters Score -300274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -300274.906250 Penalty: 767.654724
	Iteration 44Q: 3 clusters Score -300274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -300275.062500 Penalty: 767.654724
	Iteration 45Q: 3 clusters Score -300275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -300275.156250 Penalty: 767.654724
	Iteration 46Q: 3 clusters Score -300275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -300275.156250 Penalty: 767.654724
	Iteration 47F: 3 clusters Score -300275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Entering Unmasked Estep 
Score: -4140842.250000 Penalty: 505.175537
	Iteration 0F: 2 clusters Score -4140842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4096209.000000 Penalty: 1010.351074
	Iteration 0F: 3 clusters Score -4096209 nChanged 32314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4115583.000000 Penalty: 1010.351074
	Iteration 1F: 3 clusters Score -4115583 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4116683.250000 Penalty: 1010.351074
	Iteration 2Q: 3 clusters Score -4116683 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -4118615.250000 Penalty: 1010.351074
	Iteration 3F: 3 clusters Score -4118615 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4122026.250000 Penalty: 1010.351074
	Iteration 4F: 3 clusters Score -4122026 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -4126936.750000 Penalty: 1010.351074
	Iteration 5F: 3 clusters Score -4126937 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4131939.750000 Penalty: 1010.351074
	Iteration 6F: 3 clusters Score -4131940 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4135538.000000 Penalty: 1010.351074
	Iteration 7F: 3 clusters Score -4135538 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4137543.750000 Penalty: 1010.351074
	Iteration 8Q: 3 clusters Score -4137544 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4138799.750000 Penalty: 1010.351074
	Iteration 9Q: 3 clusters Score -4138800 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4139458.500000 Penalty: 1010.351074
	Iteration 10Q: 3 clusters Score -4139458 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4139831.250000 Penalty: 1010.351074
	Iteration 11Q: 3 clusters Score -4139831 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4140056.500000 Penalty: 1010.351074
	Iteration 12Q: 3 clusters Score -4140056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4140173.750000 Penalty: 1010.351074
	Iteration 13Q: 3 clusters Score -4140174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4140245.500000 Penalty: 1010.351074
	Iteration 14Q: 3 clusters Score -4140246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4140289.250000 Penalty: 1010.351074
	Iteration 15Q: 3 clusters Score -4140289 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4140328.500000 Penalty: 1010.351074
	Iteration 16Q: 3 clusters Score -4140328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4140356.500000 Penalty: 1010.351074
	Iteration 17Q: 3 clusters Score -4140356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4140373.000000 Penalty: 1010.351074
	Iteration 18Q: 3 clusters Score -4140373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4140385.250000 Penalty: 1010.351074
	Iteration 19Q: 3 clusters Score -4140385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4140389.000000 Penalty: 1010.351074
	Iteration 20F: 3 clusters Score -4140389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4140395.000000 Penalty: 1010.351074
	Iteration 21Q: 3 clusters Score -4140395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4140401.250000 Penalty: 1010.351074
	Iteration 22Q: 3 clusters Score -4140401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4140407.000000 Penalty: 1010.351074
	Iteration 23Q: 3 clusters Score -4140407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4140413.000000 Penalty: 1010.351074
	Iteration 24Q: 3 clusters Score -4140413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4140416.500000 Penalty: 1010.351074
	Iteration 25Q: 3 clusters Score -4140416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4140426.000000 Penalty: 1010.351074
	Iteration 26Q: 3 clusters Score -4140426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4140431.250000 Penalty: 1010.351074
	Iteration 27Q: 3 clusters Score -4140431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4140431.000000 Penalty: 1010.351074
	Iteration 28Q: 3 clusters Score -4140431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4140436.750000 Penalty: 1010.351074
	Iteration 29Q: 3 clusters Score -4140437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4140440.500000 Penalty: 1010.351074
	Iteration 30Q: 3 clusters Score -4140440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4140441.750000 Penalty: 1010.351074
	Iteration 31Q: 3 clusters Score -4140442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4140441.750000 Penalty: 1010.351074
	Iteration 32F: 3 clusters Score -4140442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -234269.906250 Penalty: 379.120056
	Iteration 0F: 2 clusters Score -234269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -231466.031250 Penalty: 758.240112
	Iteration 0F: 3 clusters Score -231466 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -232684.375000 Penalty: 758.240112
	Iteration 1F: 3 clusters Score -232684.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -232873.031250 Penalty: 758.240112
	Iteration 2F: 3 clusters Score -232873 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -233111.296875 Penalty: 758.240112
	Iteration 3F: 3 clusters Score -233111.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -233392.453125 Penalty: 758.240112
	Iteration 4F: 3 clusters Score -233392.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -233662.750000 Penalty: 758.240112
	Iteration 5F: 3 clusters Score -233662.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233852.531250 Penalty: 758.240112
	Iteration 6Q: 3 clusters Score -233852.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -233968.140625 Penalty: 758.240112
	Iteration 7Q: 3 clusters Score -233968.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -234048.000000 Penalty: 758.240112
	Iteration 8Q: 3 clusters Score -234048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -234101.234375 Penalty: 758.240112
	Iteration 9Q: 3 clusters Score -234101.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -234144.421875 Penalty: 758.240112
	Iteration 10Q: 3 clusters Score -234144.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -234175.125000 Penalty: 758.240112
	Iteration 11Q: 3 clusters Score -234175.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234200.078125 Penalty: 758.240112
	Iteration 12Q: 3 clusters Score -234200.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -234216.531250 Penalty: 758.240112
	Iteration 13Q: 3 clusters Score -234216.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234231.296875 Penalty: 758.240112
	Iteration 14Q: 3 clusters Score -234231.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -234241.625000 Penalty: 758.240112
	Iteration 15Q: 3 clusters Score -234241.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -234248.515625 Penalty: 758.240112
	Iteration 16Q: 3 clusters Score -234248.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -234256.812500 Penalty: 758.240112
	Iteration 17Q: 3 clusters Score -234256.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -234262.609375 Penalty: 758.240112
	Iteration 18Q: 3 clusters Score -234262.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -234267.625000 Penalty: 758.240112
	Iteration 19Q: 3 clusters Score -234267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -234275.875000 Penalty: 758.240112
	Iteration 20F: 3 clusters Score -234275.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -234281.328125 Penalty: 758.240112
	Iteration 21Q: 3 clusters Score -234281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -234282.703125 Penalty: 758.240112
	Iteration 22Q: 3 clusters Score -234282.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -234283.406250 Penalty: 758.240112
	Iteration 23Q: 3 clusters Score -234283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -234283.671875 Penalty: 758.240112
	Iteration 24Q: 3 clusters Score -234283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -234283.562500 Penalty: 758.240112
	Iteration 25Q: 3 clusters Score -234283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234283.671875 Penalty: 758.240112
	Iteration 26Q: 3 clusters Score -234283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -234284.015625 Penalty: 758.240112
	Iteration 27Q: 3 clusters Score -234284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -234284.015625 Penalty: 758.240112
	Iteration 28F: 3 clusters Score -234284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 52006 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 42941 members 
Mstep: Class 16 contains 29525 members 
Mstep: Class 19 contains 81849 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Entering Unmasked Estep 
Score: -42168832.000000 Penalty: 12855.445312
Splitting cluster 6 changes total score from -42168504.000000 to -42168832.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 7 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -231216.671875 Penalty: 379.436432
	Iteration 0F: 2 clusters Score -231216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -228393.000000 Penalty: 758.872864
	Iteration 0F: 3 clusters Score -228393 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -229583.625000 Penalty: 758.872864
	Iteration 1F: 3 clusters Score -229583.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -229767.453125 Penalty: 758.872864
	Iteration 2F: 3 clusters Score -229767.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -229963.562500 Penalty: 758.872864
	Iteration 3F: 3 clusters Score -229963.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -230136.765625 Penalty: 758.872864
	Iteration 4F: 3 clusters Score -230136.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -230340.468750 Penalty: 758.872864
	Iteration 5F: 3 clusters Score -230340.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -230543.203125 Penalty: 758.872864
	Iteration 6F: 3 clusters Score -230543.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -230685.593750 Penalty: 758.872864
	Iteration 7Q: 3 clusters Score -230685.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -230770.453125 Penalty: 758.872864
	Iteration 8Q: 3 clusters Score -230770.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -230848.171875 Penalty: 758.872864
	Iteration 9Q: 3 clusters Score -230848.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -230900.484375 Penalty: 758.872864
	Iteration 10Q: 3 clusters Score -230900.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -230931.125000 Penalty: 758.872864
	Iteration 11Q: 3 clusters Score -230931.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -230944.734375 Penalty: 758.872864
	Iteration 12Q: 3 clusters Score -230944.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -230952.625000 Penalty: 758.872864
	Iteration 13Q: 3 clusters Score -230952.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -230962.312500 Penalty: 758.872864
	Iteration 14Q: 3 clusters Score -230962.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -230981.015625 Penalty: 758.872864
	Iteration 15Q: 3 clusters Score -230981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -230997.078125 Penalty: 758.872864
	Iteration 16Q: 3 clusters Score -230997.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -231008.734375 Penalty: 758.872864
	Iteration 17Q: 3 clusters Score -231008.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -231019.687500 Penalty: 758.872864
	Iteration 18Q: 3 clusters Score -231019.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -231027.421875 Penalty: 758.872864
	Iteration 19Q: 3 clusters Score -231027.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -231033.046875 Penalty: 758.872864
	Iteration 20F: 3 clusters Score -231033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -231037.781250 Penalty: 758.872864
	Iteration 21Q: 3 clusters Score -231037.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -231041.265625 Penalty: 758.872864
	Iteration 22Q: 3 clusters Score -231041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -231045.015625 Penalty: 758.872864
	Iteration 23Q: 3 clusters Score -231045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -231051.046875 Penalty: 758.872864
	Iteration 24Q: 3 clusters Score -231051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -231059.921875 Penalty: 758.872864
	Iteration 25Q: 3 clusters Score -231059.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -231070.859375 Penalty: 758.872864
	Iteration 26Q: 3 clusters Score -231070.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -231086.015625 Penalty: 758.872864
	Iteration 27Q: 3 clusters Score -231086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -231108.484375 Penalty: 758.872864
	Iteration 28Q: 3 clusters Score -231108.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -231131.500000 Penalty: 758.872864
	Iteration 29Q: 3 clusters Score -231131.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -231158.484375 Penalty: 758.872864
	Iteration 30Q: 3 clusters Score -231158.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -231188.671875 Penalty: 758.872864
	Iteration 31Q: 3 clusters Score -231188.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -231215.718750 Penalty: 758.872864
	Iteration 32Q: 3 clusters Score -231215.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -231237.031250 Penalty: 758.872864
	Iteration 33Q: 3 clusters Score -231237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -231257.500000 Penalty: 758.872864
	Iteration 34Q: 3 clusters Score -231257.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -231277.187500 Penalty: 758.872864
	Iteration 35Q: 3 clusters Score -231277.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -231302.421875 Penalty: 758.872864
	Iteration 36Q: 3 clusters Score -231302.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -231319.140625 Penalty: 758.872864
	Iteration 37Q: 3 clusters Score -231319.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -231333.812500 Penalty: 758.872864
	Iteration 38Q: 3 clusters Score -231333.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -231343.203125 Penalty: 758.872864
	Iteration 39Q: 3 clusters Score -231343.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -231352.703125 Penalty: 758.872864
	Iteration 40F: 3 clusters Score -231352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -231356.156250 Penalty: 758.872864
	Iteration 41Q: 3 clusters Score -231356.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -231358.109375 Penalty: 758.872864
	Iteration 42Q: 3 clusters Score -231358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -231359.078125 Penalty: 758.872864
	Iteration 43Q: 3 clusters Score -231359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -231359.156250 Penalty: 758.872864
	Iteration 44Q: 3 clusters Score -231359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -231359.828125 Penalty: 758.872864
	Iteration 45Q: 3 clusters Score -231359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -231360.546875 Penalty: 758.872864
	Iteration 46Q: 3 clusters Score -231360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -231360.343750 Penalty: 758.872864
	Iteration 47Q: 3 clusters Score -231360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -231361.250000 Penalty: 758.872864
	Iteration 48Q: 3 clusters Score -231361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -231361.500000 Penalty: 758.872864
	Iteration 49Q: 3 clusters Score -231361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -231361.265625 Penalty: 758.872864
	Iteration 50Q: 3 clusters Score -231361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -231361.578125 Penalty: 758.872864
	Iteration 51Q: 3 clusters Score -231361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -231362.046875 Penalty: 758.872864
	Iteration 52Q: 3 clusters Score -231362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -231361.562500 Penalty: 758.872864
	Iteration 53Q: 3 clusters Score -231361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -231361.562500 Penalty: 758.872864
	Iteration 54F: 3 clusters Score -231361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 52006 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 42941 members 
Mstep: Class 16 contains 29525 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 19 contains 81849 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Entering Unmasked Estep 
Score: -42168676.000000 Penalty: 13467.609375
Splitting cluster 7 changes total score from -42168504.000000 to -42168676.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (147710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Entering Unmasked Estep 
Score: -9064160.000000 Penalty: 541.586792
	Iteration 0F: 2 clusters Score -9064160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -8980459.000000 Penalty: 1083.173584
	Iteration 0F: 3 clusters Score -8980459 nChanged 72523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -9026788.000000 Penalty: 1083.173584
	Iteration 1F: 3 clusters Score -9026788 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -9031210.000000 Penalty: 1083.173584
	Iteration 2F: 3 clusters Score -9031210 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -9037957.000000 Penalty: 1083.173584
	Iteration 3F: 3 clusters Score -9037957 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -9046668.000000 Penalty: 1083.173584
	Iteration 4F: 3 clusters Score -9046668 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -9053868.000000 Penalty: 1083.173584
	Iteration 5F: 3 clusters Score -9053868 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -9057431.000000 Penalty: 1083.173584
	Iteration 6F: 3 clusters Score -9057431 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -9058528.000000 Penalty: 1083.173584
	Iteration 7Q: 3 clusters Score -9058528 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -9058909.000000 Penalty: 1083.173584
	Iteration 8Q: 3 clusters Score -9058909 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -9059120.000000 Penalty: 1083.173584
	Iteration 9Q: 3 clusters Score -9059120 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -9059182.000000 Penalty: 1083.173584
	Iteration 10Q: 3 clusters Score -9059182 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -9059176.000000 Penalty: 1083.173584
	Iteration 11Q: 3 clusters Score -9059176 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -9059165.000000 Penalty: 1083.173584
	Iteration 12Q: 3 clusters Score -9059165 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -9059084.000000 Penalty: 1083.173584
	Iteration 13Q: 3 clusters Score -9059084 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -9059132.000000 Penalty: 1083.173584
	Iteration 14Q: 3 clusters Score -9059132 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -9058921.000000 Penalty: 1083.173584
	Iteration 15Q: 3 clusters Score -9058921 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -9058423.000000 Penalty: 1083.173584
	Iteration 16Q: 3 clusters Score -9058423 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -9057967.000000 Penalty: 1083.173584
	Iteration 17Q: 3 clusters Score -9057967 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -9057379.000000 Penalty: 1083.173584
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Mstep: Class 1 contains 75392 members 
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Entering Unmasked Estep 
Score: -9060732.000000 Penalty: 1083.173584
	Iteration 110Q: 3 clusters Score -9060732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -9060720.000000 Penalty: 1083.173584
	Iteration 111Q: 3 clusters Score -9060720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -9060719.000000 Penalty: 1083.173584
	Iteration 112Q: 3 clusters Score -9060719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -9060699.000000 Penalty: 1083.173584
	Iteration 113Q: 3 clusters Score -9060699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -9060693.000000 Penalty: 1083.173584
	Iteration 114Q: 3 clusters Score -9060693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -9060666.000000 Penalty: 1083.173584
	Iteration 115Q: 3 clusters Score -9060666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -9060664.000000 Penalty: 1083.173584
	Iteration 116Q: 3 clusters Score -9060664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -9060654.000000 Penalty: 1083.173584
	Iteration 117Q: 3 clusters Score -9060654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -9060646.000000 Penalty: 1083.173584
	Iteration 118Q: 3 clusters Score -9060646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -9060642.000000 Penalty: 1083.173584
	Iteration 119Q: 3 clusters Score -9060642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -9060653.000000 Penalty: 1083.173584
	Iteration 120F: 3 clusters Score -9060653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -9060637.000000 Penalty: 1083.173584
	Iteration 121Q: 3 clusters Score -9060637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -9060624.000000 Penalty: 1083.173584
	Iteration 122Q: 3 clusters Score -9060624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -9060615.000000 Penalty: 1083.173584
	Iteration 123Q: 3 clusters Score -9060615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -9060610.000000 Penalty: 1083.173584
	Iteration 124Q: 3 clusters Score -9060610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -9060599.000000 Penalty: 1083.173584
	Iteration 125Q: 3 clusters Score -9060599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -9060581.000000 Penalty: 1083.173584
	Iteration 126Q: 3 clusters Score -9060581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -9060576.000000 Penalty: 1083.173584
	Iteration 127Q: 3 clusters Score -9060576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -9060567.000000 Penalty: 1083.173584
	Iteration 128Q: 3 clusters Score -9060567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -9060561.000000 Penalty: 1083.173584
	Iteration 129Q: 3 clusters Score -9060561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -9060540.000000 Penalty: 1083.173584
	Iteration 130Q: 3 clusters Score -9060540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -9060540.000000 Penalty: 1083.173584
	Iteration 131Q: 3 clusters Score -9060540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -9060515.000000 Penalty: 1083.173584
	Iteration 132Q: 3 clusters Score -9060515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -9060532.000000 Penalty: 1083.173584
	Iteration 133Q: 3 clusters Score -9060532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -9060519.000000 Penalty: 1083.173584
	Iteration 134Q: 3 clusters Score -9060519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -9060524.000000 Penalty: 1083.173584
	Iteration 135Q: 3 clusters Score -9060524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -9060527.000000 Penalty: 1083.173584
	Iteration 136Q: 3 clusters Score -9060527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -9060542.000000 Penalty: 1083.173584
	Iteration 137Q: 3 clusters Score -9060542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -9060536.000000 Penalty: 1083.173584
	Iteration 138Q: 3 clusters Score -9060536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -9060538.000000 Penalty: 1083.173584
	Iteration 139Q: 3 clusters Score -9060538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -9060528.000000 Penalty: 1083.173584
	Iteration 140F: 3 clusters Score -9060528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -9060526.000000 Penalty: 1083.173584
	Iteration 141Q: 3 clusters Score -9060526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -9060509.000000 Penalty: 1083.173584
	Iteration 142Q: 3 clusters Score -9060509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -9060508.000000 Penalty: 1083.173584
	Iteration 143Q: 3 clusters Score -9060508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -9060496.000000 Penalty: 1083.173584
	Iteration 144Q: 3 clusters Score -9060496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -9060495.000000 Penalty: 1083.173584
	Iteration 145Q: 3 clusters Score -9060495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -9060488.000000 Penalty: 1083.173584
	Iteration 146Q: 3 clusters Score -9060488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -9060484.000000 Penalty: 1083.173584
	Iteration 147Q: 3 clusters Score -9060484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -9060492.000000 Penalty: 1083.173584
	Iteration 148Q: 3 clusters Score -9060492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -9060488.000000 Penalty: 1083.173584
	Iteration 149Q: 3 clusters Score -9060488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -9060494.000000 Penalty: 1083.173584
	Iteration 150Q: 3 clusters Score -9060494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -9060483.000000 Penalty: 1083.173584
	Iteration 151Q: 3 clusters Score -9060483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -9060483.000000 Penalty: 1083.173584
	Iteration 152Q: 3 clusters Score -9060483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -9060485.000000 Penalty: 1083.173584
	Iteration 153Q: 3 clusters Score -9060485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -9060476.000000 Penalty: 1083.173584
	Iteration 154Q: 3 clusters Score -9060476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 1083.173584
	Iteration 155Q: 3 clusters Score -9060468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -9060456.000000 Penalty: 1083.173584
	Iteration 156Q: 3 clusters Score -9060456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -9060467.000000 Penalty: 1083.173584
	Iteration 157Q: 3 clusters Score -9060467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -9060459.000000 Penalty: 1083.173584
	Iteration 158Q: 3 clusters Score -9060459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -9060463.000000 Penalty: 1083.173584
	Iteration 159Q: 3 clusters Score -9060463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -9060466.000000 Penalty: 1083.173584
	Iteration 160F: 3 clusters Score -9060466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -9060474.000000 Penalty: 1083.173584
	Iteration 161Q: 3 clusters Score -9060474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 1083.173584
	Iteration 162Q: 3 clusters Score -9060468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -9060474.000000 Penalty: 1083.173584
	Iteration 163Q: 3 clusters Score -9060474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -9060467.000000 Penalty: 1083.173584
	Iteration 164Q: 3 clusters Score -9060467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -9060471.000000 Penalty: 1083.173584
	Iteration 165Q: 3 clusters Score -9060471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -9060471.000000 Penalty: 1083.173584
	Iteration 166Q: 3 clusters Score -9060471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -9060464.000000 Penalty: 1083.173584
	Iteration 167Q: 3 clusters Score -9060464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 1083.173584
	Iteration 168Q: 3 clusters Score -9060468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 1083.173584
	Iteration 169Q: 3 clusters Score -9060468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 1083.173584
	Iteration 170F: 3 clusters Score -9060468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Entering Unmasked Estep 
Score: -209060.328125 Penalty: 369.296967
	Iteration 0F: 2 clusters Score -209060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -206731.640625 Penalty: 738.593933
	Iteration 0F: 3 clusters Score -206731.6 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -207535.281250 Penalty: 738.593933
	Iteration 1F: 3 clusters Score -207535.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -207694.015625 Penalty: 738.593933
	Iteration 2F: 3 clusters Score -207694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -207828.921875 Penalty: 738.593933
	Iteration 3F: 3 clusters Score -207828.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -207942.937500 Penalty: 738.593933
	Iteration 4F: 3 clusters Score -207942.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -208058.078125 Penalty: 738.593933
	Iteration 5Q: 3 clusters Score -208058.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -208167.296875 Penalty: 738.593933
	Iteration 6Q: 3 clusters Score -208167.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -208261.406250 Penalty: 738.593933
	Iteration 7Q: 3 clusters Score -208261.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -208325.796875 Penalty: 738.593933
	Iteration 8Q: 3 clusters Score -208325.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -208366.437500 Penalty: 738.593933
	Iteration 9Q: 3 clusters Score -208366.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -208391.671875 Penalty: 738.593933
	Iteration 10Q: 3 clusters Score -208391.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -208412.281250 Penalty: 738.593933
	Iteration 11Q: 3 clusters Score -208412.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -208428.406250 Penalty: 738.593933
	Iteration 12Q: 3 clusters Score -208428.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -208442.359375 Penalty: 738.593933
	Iteration 13Q: 3 clusters Score -208442.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -208455.187500 Penalty: 738.593933
	Iteration 14Q: 3 clusters Score -208455.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -208463.734375 Penalty: 738.593933
	Iteration 15Q: 3 clusters Score -208463.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -208472.328125 Penalty: 738.593933
	Iteration 16Q: 3 clusters Score -208472.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -208481.312500 Penalty: 738.593933
	Iteration 17Q: 3 clusters Score -208481.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -208489.750000 Penalty: 738.593933
	Iteration 18Q: 3 clusters Score -208489.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -208496.218750 Penalty: 738.593933
	Iteration 19Q: 3 clusters Score -208496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -208501.343750 Penalty: 738.593933
	Iteration 20F: 3 clusters Score -208501.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -208506.609375 Penalty: 738.593933
	Iteration 21Q: 3 clusters Score -208506.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -208511.656250 Penalty: 738.593933
	Iteration 22Q: 3 clusters Score -208511.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -208515.453125 Penalty: 738.593933
	Iteration 23Q: 3 clusters Score -208515.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -208517.437500 Penalty: 738.593933
	Iteration 24Q: 3 clusters Score -208517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -208519.312500 Penalty: 738.593933
	Iteration 25Q: 3 clusters Score -208519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -208520.875000 Penalty: 738.593933
	Iteration 26Q: 3 clusters Score -208520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -208521.984375 Penalty: 738.593933
	Iteration 27Q: 3 clusters Score -208522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -208522.671875 Penalty: 738.593933
	Iteration 28Q: 3 clusters Score -208522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208523.406250 Penalty: 738.593933
	Iteration 29Q: 3 clusters Score -208523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -208524.250000 Penalty: 738.593933
	Iteration 30Q: 3 clusters Score -208524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208524.734375 Penalty: 738.593933
	Iteration 31Q: 3 clusters Score -208524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -208525.437500 Penalty: 738.593933
	Iteration 32Q: 3 clusters Score -208525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -208525.140625 Penalty: 738.593933
	Iteration 33Q: 3 clusters Score -208525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -208525.265625 Penalty: 738.593933
	Iteration 34Q: 3 clusters Score -208525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -208525.515625 Penalty: 738.593933
	Iteration 35Q: 3 clusters Score -208525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -208525.734375 Penalty: 738.593933
	Iteration 36Q: 3 clusters Score -208525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -208525.875000 Penalty: 738.593933
	Iteration 37Q: 3 clusters Score -208525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -208525.875000 Penalty: 738.593933
	Iteration 38F: 3 clusters Score -208525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Entering Unmasked Estep 
Score: -3395852.750000 Penalty: 494.089722
	Iteration 0F: 2 clusters Score -3395853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3365029.000000 Penalty: 988.179443
	Iteration 0F: 3 clusters Score -3365029 nChanged 25089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3380055.250000 Penalty: 988.179443
	Iteration 1F: 3 clusters Score -3380055 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3381014.500000 Penalty: 988.179443
	Iteration 2Q: 3 clusters Score -3381014 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3382488.250000 Penalty: 988.179443
	Iteration 3F: 3 clusters Score -3382488 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3384624.000000 Penalty: 988.179443
	Iteration 4F: 3 clusters Score -3384624 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3387418.250000 Penalty: 988.179443
	Iteration 5F: 3 clusters Score -3387418 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -3390209.000000 Penalty: 988.179443
	Iteration 6F: 3 clusters Score -3390209 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3392049.500000 Penalty: 988.179443
	Iteration 7F: 3 clusters Score -3392050 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -3392926.250000 Penalty: 988.179443
	Iteration 8Q: 3 clusters Score -3392926 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -3393239.250000 Penalty: 988.179443
	Iteration 9Q: 3 clusters Score -3393239 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3393404.500000 Penalty: 988.179443
	Iteration 10Q: 3 clusters Score -3393404 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -3393538.750000 Penalty: 988.179443
	Iteration 11Q: 3 clusters Score -3393539 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -3393640.000000 Penalty: 988.179443
	Iteration 12Q: 3 clusters Score -3393640 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3393756.750000 Penalty: 988.179443
	Iteration 13Q: 3 clusters Score -3393757 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -3393859.250000 Penalty: 988.179443
	Iteration 14Q: 3 clusters Score -3393859 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3393965.500000 Penalty: 988.179443
	Iteration 15Q: 3 clusters Score -3393966 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -3394013.250000 Penalty: 988.179443
	Iteration 16Q: 3 clusters Score -3394013 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -3394051.000000 Penalty: 988.179443
	Iteration 17Q: 3 clusters Score -3394051 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -3394140.500000 Penalty: 988.179443
	Iteration 18Q: 3 clusters Score -3394140 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3394214.750000 Penalty: 988.179443
	Iteration 19Q: 3 clusters Score -3394215 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -3394295.250000 Penalty: 988.179443
	Iteration 20F: 3 clusters Score -3394295 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -3394316.000000 Penalty: 988.179443
	Iteration 21Q: 3 clusters Score -3394316 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -3394337.250000 Penalty: 988.179443
	Iteration 22Q: 3 clusters Score -3394337 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -3394344.500000 Penalty: 988.179443
	Iteration 23Q: 3 clusters Score -3394344 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -3394331.250000 Penalty: 988.179443
	Iteration 24Q: 3 clusters Score -3394331 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -3394328.000000 Penalty: 988.179443
	Iteration 25Q: 3 clusters Score -3394328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -3394341.000000 Penalty: 988.179443
	Iteration 26Q: 3 clusters Score -3394341 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3394320.000000 Penalty: 988.179443
	Iteration 27Q: 3 clusters Score -3394320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -3394344.500000 Penalty: 988.179443
	Iteration 28Q: 3 clusters Score -3394344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -3394356.250000 Penalty: 988.179443
	Iteration 29Q: 3 clusters Score -3394356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -3394366.500000 Penalty: 988.179443
	Iteration 30Q: 3 clusters Score -3394366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -3394380.250000 Penalty: 988.179443
	Iteration 31Q: 3 clusters Score -3394380 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -3394395.750000 Penalty: 988.179443
	Iteration 32Q: 3 clusters Score -3394396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -3394397.500000 Penalty: 988.179443
	Iteration 33Q: 3 clusters Score -3394398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3394402.000000 Penalty: 988.179443
	Iteration 34Q: 3 clusters Score -3394402 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -3394418.000000 Penalty: 988.179443
	Iteration 35Q: 3 clusters Score -3394418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -3394429.500000 Penalty: 988.179443
	Iteration 36Q: 3 clusters Score -3394430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -3394429.500000 Penalty: 988.179443
	Iteration 37Q: 3 clusters Score -3394430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -3394416.750000 Penalty: 988.179443
	Iteration 38Q: 3 clusters Score -3394417 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -3394435.750000 Penalty: 988.179443
	Iteration 39Q: 3 clusters Score -3394436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -3394440.750000 Penalty: 988.179443
	Iteration 40F: 3 clusters Score -3394441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -3394435.000000 Penalty: 988.179443
	Iteration 41Q: 3 clusters Score -3394435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -3394441.250000 Penalty: 988.179443
	Iteration 42Q: 3 clusters Score -3394441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -3394442.500000 Penalty: 988.179443
	Iteration 43Q: 3 clusters Score -3394442 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -3394441.500000 Penalty: 988.179443
	Iteration 44Q: 3 clusters Score -3394442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -3394437.750000 Penalty: 988.179443
	Iteration 45Q: 3 clusters Score -3394438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -3394456.500000 Penalty: 988.179443
	Iteration 46Q: 3 clusters Score -3394456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -3394475.250000 Penalty: 988.179443
	Iteration 47Q: 3 clusters Score -3394475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -3394490.500000 Penalty: 988.179443
	Iteration 48Q: 3 clusters Score -3394490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -3394518.250000 Penalty: 988.179443
	Iteration 49Q: 3 clusters Score -3394518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -3394510.000000 Penalty: 988.179443
	Iteration 50Q: 3 clusters Score -3394510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -3394525.500000 Penalty: 988.179443
	Iteration 51Q: 3 clusters Score -3394526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -3394525.000000 Penalty: 988.179443
	Iteration 52Q: 3 clusters Score -3394525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -3394551.000000 Penalty: 988.179443
	Iteration 53Q: 3 clusters Score -3394551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -3394547.000000 Penalty: 988.179443
	Iteration 54Q: 3 clusters Score -3394547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -3394541.250000 Penalty: 988.179443
	Iteration 55Q: 3 clusters Score -3394541 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -3394544.000000 Penalty: 988.179443
	Iteration 56Q: 3 clusters Score -3394544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -3394543.500000 Penalty: 988.179443
	Iteration 57Q: 3 clusters Score -3394544 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -3394559.750000 Penalty: 988.179443
	Iteration 58Q: 3 clusters Score -3394560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -3394589.250000 Penalty: 988.179443
	Iteration 59Q: 3 clusters Score -3394589 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -3394609.000000 Penalty: 988.179443
	Iteration 60F: 3 clusters Score -3394609 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -3394656.500000 Penalty: 988.179443
	Iteration 61Q: 3 clusters Score -3394656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -3394638.250000 Penalty: 988.179443
	Iteration 62Q: 3 clusters Score -3394638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -3394670.750000 Penalty: 988.179443
	Iteration 63Q: 3 clusters Score -3394671 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -3394683.250000 Penalty: 988.179443
	Iteration 64Q: 3 clusters Score -3394683 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -3394718.000000 Penalty: 988.179443
	Iteration 65Q: 3 clusters Score -3394718 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -3394771.750000 Penalty: 988.179443
	Iteration 66Q: 3 clusters Score -3394772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -3394827.500000 Penalty: 988.179443
	Iteration 67Q: 3 clusters Score -3394828 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -3394882.000000 Penalty: 988.179443
	Iteration 68Q: 3 clusters Score -3394882 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -3394938.500000 Penalty: 988.179443
	Iteration 69Q: 3 clusters Score -3394938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -3395020.250000 Penalty: 988.179443
	Iteration 70Q: 3 clusters Score -3395020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -3395075.500000 Penalty: 988.179443
	Iteration 71Q: 3 clusters Score -3395076 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -3395124.250000 Penalty: 988.179443
	Iteration 72Q: 3 clusters Score -3395124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -3395166.250000 Penalty: 988.179443
	Iteration 73Q: 3 clusters Score -3395166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -3395185.000000 Penalty: 988.179443
	Iteration 74Q: 3 clusters Score -3395185 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -3395173.000000 Penalty: 988.179443
	Iteration 75Q: 3 clusters Score -3395173 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -3395192.250000 Penalty: 988.179443
	Iteration 76Q: 3 clusters Score -3395192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -3395207.000000 Penalty: 988.179443
	Iteration 77Q: 3 clusters Score -3395207 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -3395207.500000 Penalty: 988.179443
	Iteration 78Q: 3 clusters Score -3395208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -3395220.500000 Penalty: 988.179443
	Iteration 79Q: 3 clusters Score -3395220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -3395248.500000 Penalty: 988.179443
	Iteration 80F: 3 clusters Score -3395248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -3395245.500000 Penalty: 988.179443
	Iteration 81Q: 3 clusters Score -3395246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -3395301.750000 Penalty: 988.179443
	Iteration 82Q: 3 clusters Score -3395302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -3395310.000000 Penalty: 988.179443
	Iteration 83Q: 3 clusters Score -3395310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -3395278.000000 Penalty: 988.179443
	Iteration 84Q: 3 clusters Score -3395278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -3395277.000000 Penalty: 988.179443
	Iteration 85Q: 3 clusters Score -3395277 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -3395262.000000 Penalty: 988.179443
	Iteration 86Q: 3 clusters Score -3395262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -3395271.750000 Penalty: 988.179443
	Iteration 87Q: 3 clusters Score -3395272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -3395280.500000 Penalty: 988.179443
	Iteration 88Q: 3 clusters Score -3395280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -3395311.250000 Penalty: 988.179443
	Iteration 89Q: 3 clusters Score -3395311 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -3395343.000000 Penalty: 988.179443
	Iteration 90Q: 3 clusters Score -3395343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -3395383.250000 Penalty: 988.179443
	Iteration 91Q: 3 clusters Score -3395383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -3395408.750000 Penalty: 988.179443
	Iteration 92Q: 3 clusters Score -3395409 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -3395454.000000 Penalty: 988.179443
	Iteration 93Q: 3 clusters Score -3395454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -3395496.250000 Penalty: 988.179443
	Iteration 94Q: 3 clusters Score -3395496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -3395520.750000 Penalty: 988.179443
	Iteration 95Q: 3 clusters Score -3395521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -3395565.250000 Penalty: 988.179443
	Iteration 96Q: 3 clusters Score -3395565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -3395578.250000 Penalty: 988.179443
	Iteration 97Q: 3 clusters Score -3395578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -3395594.750000 Penalty: 988.179443
	Iteration 98Q: 3 clusters Score -3395595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -3395602.750000 Penalty: 988.179443
	Iteration 99Q: 3 clusters Score -3395603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -3395613.000000 Penalty: 988.179443
	Iteration 100F: 3 clusters Score -3395613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -3395609.500000 Penalty: 988.179443
	Iteration 101Q: 3 clusters Score -3395610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -3395659.250000 Penalty: 988.179443
	Iteration 102Q: 3 clusters Score -3395659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -3395678.750000 Penalty: 988.179443
	Iteration 103Q: 3 clusters Score -3395679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -3395726.500000 Penalty: 988.179443
	Iteration 104Q: 3 clusters Score -3395726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -3395756.500000 Penalty: 988.179443
	Iteration 105Q: 3 clusters Score -3395756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -3395787.500000 Penalty: 988.179443
	Iteration 106Q: 3 clusters Score -3395788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -3395810.750000 Penalty: 988.179443
	Iteration 107Q: 3 clusters Score -3395811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -3395841.500000 Penalty: 988.179443
	Iteration 108Q: 3 clusters Score -3395842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -3395887.500000 Penalty: 988.179443
	Iteration 109Q: 3 clusters Score -3395888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -3395891.500000 Penalty: 988.179443
	Iteration 110Q: 3 clusters Score -3395892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -3395917.750000 Penalty: 988.179443
	Iteration 111Q: 3 clusters Score -3395918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -3395938.500000 Penalty: 988.179443
	Iteration 112Q: 3 clusters Score -3395938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -3395950.250000 Penalty: 988.179443
	Iteration 113Q: 3 clusters Score -3395950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -3395965.750000 Penalty: 988.179443
	Iteration 114Q: 3 clusters Score -3395966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -3395964.000000 Penalty: 988.179443
	Iteration 115Q: 3 clusters Score -3395964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -3395957.750000 Penalty: 988.179443
	Iteration 116Q: 3 clusters Score -3395958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -3395953.750000 Penalty: 988.179443
	Iteration 117Q: 3 clusters Score -3395954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -3395961.750000 Penalty: 988.179443
	Iteration 118Q: 3 clusters Score -3395962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -3395967.000000 Penalty: 988.179443
	Iteration 119Q: 3 clusters Score -3395967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -3395968.500000 Penalty: 988.179443
	Iteration 120F: 3 clusters Score -3395968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -3395961.000000 Penalty: 988.179443
	Iteration 121Q: 3 clusters Score -3395961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -3395963.750000 Penalty: 988.179443
	Iteration 122Q: 3 clusters Score -3395964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -3395965.750000 Penalty: 988.179443
	Iteration 123Q: 3 clusters Score -3395966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -3395967.000000 Penalty: 988.179443
	Iteration 124Q: 3 clusters Score -3395967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -3395971.000000 Penalty: 988.179443
	Iteration 125Q: 3 clusters Score -3395971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -3395972.750000 Penalty: 988.179443
	Iteration 126Q: 3 clusters Score -3395973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -3395974.750000 Penalty: 988.179443
	Iteration 127Q: 3 clusters Score -3395975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -3395981.000000 Penalty: 988.179443
	Iteration 128Q: 3 clusters Score -3395981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -3395982.250000 Penalty: 988.179443
	Iteration 129Q: 3 clusters Score -3395982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -3395980.250000 Penalty: 988.179443
	Iteration 130Q: 3 clusters Score -3395980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -3395980.000000 Penalty: 988.179443
	Iteration 131Q: 3 clusters Score -3395980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -3395982.250000 Penalty: 988.179443
	Iteration 132Q: 3 clusters Score -3395982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -3395979.000000 Penalty: 988.179443
	Iteration 133Q: 3 clusters Score -3395979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -3395987.750000 Penalty: 988.179443
	Iteration 134Q: 3 clusters Score -3395988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -3395990.000000 Penalty: 988.179443
	Iteration 135Q: 3 clusters Score -3395990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -3395993.500000 Penalty: 988.179443
	Iteration 136Q: 3 clusters Score -3395994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -3395995.250000 Penalty: 988.179443
	Iteration 137Q: 3 clusters Score -3395995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -3396005.000000 Penalty: 988.179443
	Iteration 138Q: 3 clusters Score -3396005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -3396007.750000 Penalty: 988.179443
	Iteration 139Q: 3 clusters Score -3396008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -3396002.000000 Penalty: 988.179443
	Iteration 140F: 3 clusters Score -3396002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -3396013.000000 Penalty: 988.179443
	Iteration 141Q: 3 clusters Score -3396013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -3396013.500000 Penalty: 988.179443
	Iteration 142Q: 3 clusters Score -3396014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -3396016.250000 Penalty: 988.179443
	Iteration 143Q: 3 clusters Score -3396016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -3396015.250000 Penalty: 988.179443
	Iteration 144Q: 3 clusters Score -3396015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -3396009.750000 Penalty: 988.179443
	Iteration 145Q: 3 clusters Score -3396010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -3396009.250000 Penalty: 988.179443
	Iteration 146Q: 3 clusters Score -3396009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -3396003.500000 Penalty: 988.179443
	Iteration 147Q: 3 clusters Score -3396004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -3395997.500000 Penalty: 988.179443
	Iteration 148Q: 3 clusters Score -3395998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -3395995.000000 Penalty: 988.179443
	Iteration 149Q: 3 clusters Score -3395995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -3396003.500000 Penalty: 988.179443
	Iteration 150Q: 3 clusters Score -3396004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -3396002.000000 Penalty: 988.179443
	Iteration 151Q: 3 clusters Score -3396002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -3396002.000000 Penalty: 988.179443
	Iteration 152F: 3 clusters Score -3396002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 42941 members 
Mstep: Class 16 contains 29525 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 50718 members 
Mstep: Class 19 contains 81849 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Entering Unmasked Estep 
Score: -42168656.000000 Penalty: 14079.773438
Splitting cluster 12 changes total score from -42168504.000000 to -42168656.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (43475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Entering Unmasked Estep 
Score: -2875166.250000 Penalty: 485.937317
	Iteration 0F: 2 clusters Score -2875166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2846823.250000 Penalty: 971.874634
	Iteration 0F: 3 clusters Score -2846823 nChanged 21050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2859764.250000 Penalty: 971.874634
	Iteration 1F: 3 clusters Score -2859764 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2861089.250000 Penalty: 971.874634
	Iteration 2F: 3 clusters Score -2861089 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2863157.750000 Penalty: 971.874634
	Iteration 3F: 3 clusters Score -2863158 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2866122.000000 Penalty: 971.874634
	Iteration 4F: 3 clusters Score -2866122 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2869657.750000 Penalty: 971.874634
	Iteration 5F: 3 clusters Score -2869658 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2872094.250000 Penalty: 971.874634
	Iteration 6F: 3 clusters Score -2872094 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2873573.250000 Penalty: 971.874634
	Iteration 7Q: 3 clusters Score -2873573 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2874220.250000 Penalty: 971.874634
	Iteration 8Q: 3 clusters Score -2874220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2874480.000000 Penalty: 971.874634
	Iteration 9Q: 3 clusters Score -2874480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2874584.250000 Penalty: 971.874634
	Iteration 10Q: 3 clusters Score -2874584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2874651.250000 Penalty: 971.874634
	Iteration 11Q: 3 clusters Score -2874651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2874695.000000 Penalty: 971.874634
	Iteration 12Q: 3 clusters Score -2874695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2874713.500000 Penalty: 971.874634
	Iteration 13Q: 3 clusters Score -2874714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2874720.000000 Penalty: 971.874634
	Iteration 14Q: 3 clusters Score -2874720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2874742.750000 Penalty: 971.874634
	Iteration 15Q: 3 clusters Score -2874743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2874751.000000 Penalty: 971.874634
	Iteration 16Q: 3 clusters Score -2874751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2874755.750000 Penalty: 971.874634
	Iteration 17Q: 3 clusters Score -2874756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2874765.750000 Penalty: 971.874634
	Iteration 18Q: 3 clusters Score -2874766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2874776.250000 Penalty: 971.874634
	Iteration 19Q: 3 clusters Score -2874776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2874779.500000 Penalty: 971.874634
	Iteration 20F: 3 clusters Score -2874780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2874783.500000 Penalty: 971.874634
	Iteration 21Q: 3 clusters Score -2874784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2874783.750000 Penalty: 971.874634
	Iteration 22Q: 3 clusters Score -2874784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2874784.750000 Penalty: 971.874634
	Iteration 23Q: 3 clusters Score -2874785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2874787.750000 Penalty: 971.874634
	Iteration 24Q: 3 clusters Score -2874788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2874786.500000 Penalty: 971.874634
	Iteration 25Q: 3 clusters Score -2874786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2874786.500000 Penalty: 971.874634
	Iteration 26F: 3 clusters Score -2874786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Entering Unmasked Estep 
Score: -5099811.000000 Penalty: 513.524963
	Iteration 0F: 2 clusters Score -5099811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5049905.500000 Penalty: 1027.049927
	Iteration 0F: 3 clusters Score -5049906 nChanged 38717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5073770.000000 Penalty: 1027.049927
	Iteration 1F: 3 clusters Score -5073770 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5075485.500000 Penalty: 1027.049927
	Iteration 2F: 3 clusters Score -5075486 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5078582.500000 Penalty: 1027.049927
	Iteration 3F: 3 clusters Score -5078582 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5083304.000000 Penalty: 1027.049927
	Iteration 4F: 3 clusters Score -5083304 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5089022.500000 Penalty: 1027.049927
	Iteration 5F: 3 clusters Score -5089022 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5092499.000000 Penalty: 1027.049927
	Iteration 6F: 3 clusters Score -5092499 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -5093592.500000 Penalty: 1027.049927
	Iteration 7Q: 3 clusters Score -5093592 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5093774.500000 Penalty: 1027.049927
	Iteration 8Q: 3 clusters Score -5093774 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5093959.000000 Penalty: 1027.049927
	Iteration 9Q: 3 clusters Score -5093959 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5094178.500000 Penalty: 1027.049927
	Iteration 10Q: 3 clusters Score -5094178 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5094237.000000 Penalty: 1027.049927
	Iteration 11Q: 3 clusters Score -5094237 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5094436.000000 Penalty: 1027.049927
	Iteration 12Q: 3 clusters Score -5094436 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5094569.500000 Penalty: 1027.049927
	Iteration 13Q: 3 clusters Score -5094570 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5094651.000000 Penalty: 1027.049927
	Iteration 14Q: 3 clusters Score -5094651 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5094803.000000 Penalty: 1027.049927
	Iteration 15Q: 3 clusters Score -5094803 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5094915.000000 Penalty: 1027.049927
	Iteration 16Q: 3 clusters Score -5094915 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -5094968.500000 Penalty: 1027.049927
	Iteration 17Q: 3 clusters Score -5094968 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5095078.500000 Penalty: 1027.049927
	Iteration 18Q: 3 clusters Score -5095078 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5095213.500000 Penalty: 1027.049927
	Iteration 19Q: 3 clusters Score -5095214 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5095191.000000 Penalty: 1027.049927
	Iteration 20F: 3 clusters Score -5095191 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5095335.500000 Penalty: 1027.049927
	Iteration 21Q: 3 clusters Score -5095336 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5095401.500000 Penalty: 1027.049927
	Iteration 22Q: 3 clusters Score -5095402 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -5095543.500000 Penalty: 1027.049927
	Iteration 23Q: 3 clusters Score -5095544 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -5095678.500000 Penalty: 1027.049927
	Iteration 24Q: 3 clusters Score -5095678 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -5095791.500000 Penalty: 1027.049927
	Iteration 25Q: 3 clusters Score -5095792 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5095771.500000 Penalty: 1027.049927
	Iteration 26Q: 3 clusters Score -5095772 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5095821.000000 Penalty: 1027.049927
	Iteration 27Q: 3 clusters Score -5095821 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5095803.500000 Penalty: 1027.049927
	Iteration 28Q: 3 clusters Score -5095804 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -5095872.500000 Penalty: 1027.049927
	Iteration 29Q: 3 clusters Score -5095872 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5095987.500000 Penalty: 1027.049927
	Iteration 30Q: 3 clusters Score -5095988 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5096020.000000 Penalty: 1027.049927
	Iteration 31Q: 3 clusters Score -5096020 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -5096097.500000 Penalty: 1027.049927
	Iteration 32Q: 3 clusters Score -5096098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5096129.000000 Penalty: 1027.049927
	Iteration 33Q: 3 clusters Score -5096129 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -5096145.500000 Penalty: 1027.049927
	Iteration 34Q: 3 clusters Score -5096146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -5096128.000000 Penalty: 1027.049927
	Iteration 35Q: 3 clusters Score -5096128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5096121.500000 Penalty: 1027.049927
	Iteration 36Q: 3 clusters Score -5096122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5096136.500000 Penalty: 1027.049927
	Iteration 37Q: 3 clusters Score -5096136 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5096168.000000 Penalty: 1027.049927
	Iteration 38Q: 3 clusters Score -5096168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -5096171.500000 Penalty: 1027.049927
	Iteration 39Q: 3 clusters Score -5096172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 1027.049927
	Iteration 40F: 3 clusters Score -5096168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -5096169.500000 Penalty: 1027.049927
	Iteration 41Q: 3 clusters Score -5096170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5096188.500000 Penalty: 1027.049927
	Iteration 42Q: 3 clusters Score -5096188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -5096178.500000 Penalty: 1027.049927
	Iteration 43Q: 3 clusters Score -5096178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -5096188.500000 Penalty: 1027.049927
	Iteration 44Q: 3 clusters Score -5096188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -5096189.500000 Penalty: 1027.049927
	Iteration 45Q: 3 clusters Score -5096190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5096192.000000 Penalty: 1027.049927
	Iteration 46Q: 3 clusters Score -5096192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -5096186.000000 Penalty: 1027.049927
	Iteration 47Q: 3 clusters Score -5096186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -5096185.500000 Penalty: 1027.049927
	Iteration 48Q: 3 clusters Score -5096186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -5096180.000000 Penalty: 1027.049927
	Iteration 49Q: 3 clusters Score -5096180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5096174.500000 Penalty: 1027.049927
	Iteration 50Q: 3 clusters Score -5096174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -5096186.500000 Penalty: 1027.049927
	Iteration 51Q: 3 clusters Score -5096186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -5096186.500000 Penalty: 1027.049927
	Iteration 52Q: 3 clusters Score -5096186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -5096186.500000 Penalty: 1027.049927
	Iteration 53Q: 3 clusters Score -5096186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5096204.500000 Penalty: 1027.049927
	Iteration 54Q: 3 clusters Score -5096204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5096207.000000 Penalty: 1027.049927
	Iteration 55Q: 3 clusters Score -5096207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5096214.500000 Penalty: 1027.049927
	Iteration 56Q: 3 clusters Score -5096214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -5096213.500000 Penalty: 1027.049927
	Iteration 57Q: 3 clusters Score -5096214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5096211.500000 Penalty: 1027.049927
	Iteration 58Q: 3 clusters Score -5096212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5096213.500000 Penalty: 1027.049927
	Iteration 59Q: 3 clusters Score -5096214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5096216.500000 Penalty: 1027.049927
	Iteration 60F: 3 clusters Score -5096216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5096219.000000 Penalty: 1027.049927
	Iteration 61Q: 3 clusters Score -5096219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5096230.000000 Penalty: 1027.049927
	Iteration 62Q: 3 clusters Score -5096230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -5096228.000000 Penalty: 1027.049927
	Iteration 63Q: 3 clusters Score -5096228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5096224.500000 Penalty: 1027.049927
	Iteration 64Q: 3 clusters Score -5096224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5096223.000000 Penalty: 1027.049927
	Iteration 65Q: 3 clusters Score -5096223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5096221.000000 Penalty: 1027.049927
	Iteration 66Q: 3 clusters Score -5096221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5096219.000000 Penalty: 1027.049927
	Iteration 67Q: 3 clusters Score -5096219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5096208.000000 Penalty: 1027.049927
	Iteration 68Q: 3 clusters Score -5096208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5096213.000000 Penalty: 1027.049927
	Iteration 69Q: 3 clusters Score -5096213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -5096217.000000 Penalty: 1027.049927
	Iteration 70Q: 3 clusters Score -5096217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5096214.500000 Penalty: 1027.049927
	Iteration 71Q: 3 clusters Score -5096214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5096226.500000 Penalty: 1027.049927
	Iteration 72Q: 3 clusters Score -5096226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5096230.000000 Penalty: 1027.049927
	Iteration 73Q: 3 clusters Score -5096230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5096218.000000 Penalty: 1027.049927
	Iteration 74Q: 3 clusters Score -5096218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -5096216.500000 Penalty: 1027.049927
	Iteration 75Q: 3 clusters Score -5096216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5096223.000000 Penalty: 1027.049927
	Iteration 76Q: 3 clusters Score -5096223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5096215.500000 Penalty: 1027.049927
	Iteration 77Q: 3 clusters Score -5096216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5096212.500000 Penalty: 1027.049927
	Iteration 78Q: 3 clusters Score -5096212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5096221.000000 Penalty: 1027.049927
	Iteration 79Q: 3 clusters Score -5096221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5096218.500000 Penalty: 1027.049927
	Iteration 80F: 3 clusters Score -5096218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5096217.500000 Penalty: 1027.049927
	Iteration 81Q: 3 clusters Score -5096218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5096217.500000 Penalty: 1027.049927
	Iteration 82F: 3 clusters Score -5096218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Entering Unmasked Estep 
Score: -2780068.750000 Penalty: 485.375000
	Iteration 0F: 2 clusters Score -2780069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2751239.000000 Penalty: 970.750000
	Iteration 0F: 3 clusters Score -2751239 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2764996.000000 Penalty: 970.750000
	Iteration 1F: 3 clusters Score -2764996 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2767438.500000 Penalty: 970.750000
	Iteration 2F: 3 clusters Score -2767438 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2770804.500000 Penalty: 970.750000
	Iteration 3F: 3 clusters Score -2770804 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2774431.000000 Penalty: 970.750000
	Iteration 4F: 3 clusters Score -2774431 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2777058.000000 Penalty: 970.750000
	Iteration 5F: 3 clusters Score -2777058 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2778366.500000 Penalty: 970.750000
	Iteration 6Q: 3 clusters Score -2778366 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2779102.250000 Penalty: 970.750000
	Iteration 7Q: 3 clusters Score -2779102 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2779656.500000 Penalty: 970.750000
	Iteration 8Q: 3 clusters Score -2779656 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2779994.250000 Penalty: 970.750000
	Iteration 9Q: 3 clusters Score -2779994 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2780222.250000 Penalty: 970.750000
	Iteration 10Q: 3 clusters Score -2780222 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2780385.000000 Penalty: 970.750000
	Iteration 11Q: 3 clusters Score -2780385 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2780504.750000 Penalty: 970.750000
	Iteration 12Q: 3 clusters Score -2780505 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2780610.000000 Penalty: 970.750000
	Iteration 13Q: 3 clusters Score -2780610 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2780689.750000 Penalty: 970.750000
	Iteration 14Q: 3 clusters Score -2780690 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2780733.500000 Penalty: 970.750000
	Iteration 15Q: 3 clusters Score -2780734 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2780785.000000 Penalty: 970.750000
	Iteration 16Q: 3 clusters Score -2780785 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2780815.000000 Penalty: 970.750000
	Iteration 17Q: 3 clusters Score -2780815 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2780833.500000 Penalty: 970.750000
	Iteration 18Q: 3 clusters Score -2780834 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2780841.250000 Penalty: 970.750000
	Iteration 19Q: 3 clusters Score -2780841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2780844.250000 Penalty: 970.750000
	Iteration 20F: 3 clusters Score -2780844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2780861.500000 Penalty: 970.750000
	Iteration 21Q: 3 clusters Score -2780862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2780871.750000 Penalty: 970.750000
	Iteration 22Q: 3 clusters Score -2780872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2780875.250000 Penalty: 970.750000
	Iteration 23Q: 3 clusters Score -2780875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2780876.750000 Penalty: 970.750000
	Iteration 24Q: 3 clusters Score -2780877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2780877.750000 Penalty: 970.750000
	Iteration 25Q: 3 clusters Score -2780878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2780890.500000 Penalty: 970.750000
	Iteration 26Q: 3 clusters Score -2780890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2780888.000000 Penalty: 970.750000
	Iteration 27Q: 3 clusters Score -2780888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2780884.750000 Penalty: 970.750000
	Iteration 28Q: 3 clusters Score -2780885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2780880.000000 Penalty: 970.750000
	Iteration 29Q: 3 clusters Score -2780880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2780878.500000 Penalty: 970.750000
	Iteration 30Q: 3 clusters Score -2780878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2780878.000000 Penalty: 970.750000
	Iteration 31Q: 3 clusters Score -2780878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2780872.250000 Penalty: 970.750000
	Iteration 32Q: 3 clusters Score -2780872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2780872.500000 Penalty: 970.750000
	Iteration 33Q: 3 clusters Score -2780872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2780869.750000 Penalty: 970.750000
	Iteration 34Q: 3 clusters Score -2780870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2780874.500000 Penalty: 970.750000
	Iteration 35Q: 3 clusters Score -2780874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2780874.500000 Penalty: 970.750000
	Iteration 36F: 3 clusters Score -2780874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 30326 members 
Mstep: Class 16 contains 29525 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 50718 members 
Mstep: Class 19 contains 81849 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Mstep: Class 24 contains 12615 members 
Entering Unmasked Estep 
Score: -42169468.000000 Penalty: 14691.937500
Splitting cluster 15 changes total score from -42168504.000000 to -42169468.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (29525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Entering Unmasked Estep 
Score: -1758608.625000 Penalty: 468.331177
	Iteration 0F: 2 clusters Score -1758609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1738895.250000 Penalty: 936.662354
	Iteration 0F: 3 clusters Score -1738895 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1748785.625000 Penalty: 936.662354
	Iteration 1F: 3 clusters Score -1748786 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1750738.750000 Penalty: 936.662354
	Iteration 2F: 3 clusters Score -1750739 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1752843.500000 Penalty: 936.662354
	Iteration 3F: 3 clusters Score -1752844 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1754577.000000 Penalty: 936.662354
	Iteration 4F: 3 clusters Score -1754577 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1755600.750000 Penalty: 936.662354
	Iteration 5F: 3 clusters Score -1755601 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1756209.000000 Penalty: 936.662354
	Iteration 6Q: 3 clusters Score -1756209 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1756748.750000 Penalty: 936.662354
	Iteration 7Q: 3 clusters Score -1756749 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1757285.000000 Penalty: 936.662354
	Iteration 8Q: 3 clusters Score -1757285 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1757714.000000 Penalty: 936.662354
	Iteration 9Q: 3 clusters Score -1757714 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1758005.250000 Penalty: 936.662354
	Iteration 10Q: 3 clusters Score -1758005 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1758177.250000 Penalty: 936.662354
	Iteration 11Q: 3 clusters Score -1758177 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1758282.375000 Penalty: 936.662354
	Iteration 12Q: 3 clusters Score -1758282 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1758339.250000 Penalty: 936.662354
	Iteration 13Q: 3 clusters Score -1758339 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1758390.750000 Penalty: 936.662354
	Iteration 14Q: 3 clusters Score -1758391 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1758435.375000 Penalty: 936.662354
	Iteration 15Q: 3 clusters Score -1758435 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1758466.875000 Penalty: 936.662354
	Iteration 16Q: 3 clusters Score -1758467 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1758500.125000 Penalty: 936.662354
	Iteration 17Q: 3 clusters Score -1758500 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1758525.375000 Penalty: 936.662354
	Iteration 18Q: 3 clusters Score -1758525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1758560.875000 Penalty: 936.662354
	Iteration 19Q: 3 clusters Score -1758561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1758593.875000 Penalty: 936.662354
	Iteration 20F: 3 clusters Score -1758594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1758617.875000 Penalty: 936.662354
	Iteration 21Q: 3 clusters Score -1758618 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1758642.750000 Penalty: 936.662354
	Iteration 22Q: 3 clusters Score -1758643 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1758659.750000 Penalty: 936.662354
	Iteration 23Q: 3 clusters Score -1758660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1758675.000000 Penalty: 936.662354
	Iteration 24Q: 3 clusters Score -1758675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1758682.625000 Penalty: 936.662354
	Iteration 25Q: 3 clusters Score -1758683 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1758692.875000 Penalty: 936.662354
	Iteration 26Q: 3 clusters Score -1758693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1758699.250000 Penalty: 936.662354
	Iteration 27Q: 3 clusters Score -1758699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1758709.875000 Penalty: 936.662354
	Iteration 28Q: 3 clusters Score -1758710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1758715.750000 Penalty: 936.662354
	Iteration 29Q: 3 clusters Score -1758716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1758720.625000 Penalty: 936.662354
	Iteration 30Q: 3 clusters Score -1758721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1758723.875000 Penalty: 936.662354
	Iteration 31Q: 3 clusters Score -1758724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1758730.000000 Penalty: 936.662354
	Iteration 32Q: 3 clusters Score -1758730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1758735.250000 Penalty: 936.662354
	Iteration 33Q: 3 clusters Score -1758735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1758736.000000 Penalty: 936.662354
	Iteration 34Q: 3 clusters Score -1758736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1758740.875000 Penalty: 936.662354
	Iteration 35Q: 3 clusters Score -1758741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1758747.000000 Penalty: 936.662354
	Iteration 36Q: 3 clusters Score -1758747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1758745.250000 Penalty: 936.662354
	Iteration 37Q: 3 clusters Score -1758745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1758747.000000 Penalty: 936.662354
	Iteration 38Q: 3 clusters Score -1758747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1758751.500000 Penalty: 936.662354
	Iteration 39Q: 3 clusters Score -1758752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1758752.625000 Penalty: 936.662354
	Iteration 40F: 3 clusters Score -1758753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1758751.000000 Penalty: 936.662354
	Iteration 41Q: 3 clusters Score -1758751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1758749.500000 Penalty: 936.662354
	Iteration 42Q: 3 clusters Score -1758750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1758749.875000 Penalty: 936.662354
	Iteration 43Q: 3 clusters Score -1758750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1758749.875000 Penalty: 936.662354
	Iteration 44Q: 3 clusters Score -1758750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1758749.875000 Penalty: 936.662354
	Iteration 45Q: 3 clusters Score -1758750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1758749.500000 Penalty: 936.662354
	Iteration 46Q: 3 clusters Score -1758750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1758750.625000 Penalty: 936.662354
	Iteration 47Q: 3 clusters Score -1758751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1758750.750000 Penalty: 936.662354
	Iteration 48Q: 3 clusters Score -1758751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1758752.125000 Penalty: 936.662354
	Iteration 49Q: 3 clusters Score -1758752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1758754.500000 Penalty: 936.662354
	Iteration 50Q: 3 clusters Score -1758754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1758755.625000 Penalty: 936.662354
	Iteration 51Q: 3 clusters Score -1758756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1758756.750000 Penalty: 936.662354
	Iteration 52Q: 3 clusters Score -1758757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1758754.750000 Penalty: 936.662354
	Iteration 53Q: 3 clusters Score -1758755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1758756.625000 Penalty: 936.662354
	Iteration 54Q: 3 clusters Score -1758757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1758756.375000 Penalty: 936.662354
	Iteration 55Q: 3 clusters Score -1758756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1758756.625000 Penalty: 936.662354
	Iteration 56Q: 3 clusters Score -1758757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1758755.875000 Penalty: 936.662354
	Iteration 57Q: 3 clusters Score -1758756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1758756.375000 Penalty: 936.662354
	Iteration 58Q: 3 clusters Score -1758756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1758756.375000 Penalty: 936.662354
	Iteration 59F: 3 clusters Score -1758756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 30326 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 50718 members 
Mstep: Class 19 contains 81849 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 2802 members 
Entering Unmasked Estep 
Score: -42169732.000000 Penalty: 15304.101562
Splitting cluster 16 changes total score from -42168504.000000 to -42169732.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (81849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Entering Unmasked Estep 
Score: -5084344.500000 Penalty: 514.724731
	Iteration 0F: 2 clusters Score -5084344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5032813.500000 Penalty: 1029.449463
	Iteration 0F: 3 clusters Score -5032814 nChanged 39992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5057135.000000 Penalty: 1029.449463
	Iteration 1F: 3 clusters Score -5057135 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5058476.000000 Penalty: 1029.449463
	Iteration 2Q: 3 clusters Score -5058476 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5060760.500000 Penalty: 1029.449463
	Iteration 3F: 3 clusters Score -5060760 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5064571.500000 Penalty: 1029.449463
	Iteration 4F: 3 clusters Score -5064572 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5069360.500000 Penalty: 1029.449463
	Iteration 5F: 3 clusters Score -5069360 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5072532.000000 Penalty: 1029.449463
	Iteration 6F: 3 clusters Score -5072532 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5073621.500000 Penalty: 1029.449463
	Iteration 7Q: 3 clusters Score -5073622 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -5073965.500000 Penalty: 1029.449463
	Iteration 8Q: 3 clusters Score -5073966 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -5074182.000000 Penalty: 1029.449463
	Iteration 9Q: 3 clusters Score -5074182 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -5074466.000000 Penalty: 1029.449463
	Iteration 10Q: 3 clusters Score -5074466 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -5074708.000000 Penalty: 1029.449463
	Iteration 11Q: 3 clusters Score -5074708 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5074967.000000 Penalty: 1029.449463
	Iteration 12Q: 3 clusters Score -5074967 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5075301.000000 Penalty: 1029.449463
	Iteration 13Q: 3 clusters Score -5075301 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5075548.500000 Penalty: 1029.449463
	Iteration 14Q: 3 clusters Score -5075548 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5075846.500000 Penalty: 1029.449463
	Iteration 15Q: 3 clusters Score -5075846 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5076144.500000 Penalty: 1029.449463
	Iteration 16Q: 3 clusters Score -5076144 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5076492.000000 Penalty: 1029.449463
	Iteration 17Q: 3 clusters Score -5076492 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5076918.500000 Penalty: 1029.449463
	Iteration 18Q: 3 clusters Score -5076918 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -5077363.000000 Penalty: 1029.449463
	Iteration 19Q: 3 clusters Score -5077363 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -5077886.500000 Penalty: 1029.449463
	Iteration 20F: 3 clusters Score -5077886 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5078500.000000 Penalty: 1029.449463
	Iteration 21Q: 3 clusters Score -5078500 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5079098.000000 Penalty: 1029.449463
	Iteration 22Q: 3 clusters Score -5079098 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -5079700.500000 Penalty: 1029.449463
	Iteration 23Q: 3 clusters Score -5079700 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -5080207.500000 Penalty: 1029.449463
	Iteration 24Q: 3 clusters Score -5080208 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -5080798.500000 Penalty: 1029.449463
	Iteration 25Q: 3 clusters Score -5080798 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5081372.500000 Penalty: 1029.449463
	Iteration 26Q: 3 clusters Score -5081372 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -5081817.000000 Penalty: 1029.449463
	Iteration 27Q: 3 clusters Score -5081817 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -5082196.500000 Penalty: 1029.449463
	Iteration 28Q: 3 clusters Score -5082196 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -5082581.000000 Penalty: 1029.449463
	Iteration 29Q: 3 clusters Score -5082581 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -5082870.000000 Penalty: 1029.449463
	Iteration 30Q: 3 clusters Score -5082870 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -5083130.500000 Penalty: 1029.449463
	Iteration 31Q: 3 clusters Score -5083130 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -5083373.500000 Penalty: 1029.449463
	Iteration 32Q: 3 clusters Score -5083374 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -5083579.000000 Penalty: 1029.449463
	Iteration 33Q: 3 clusters Score -5083579 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -5083781.500000 Penalty: 1029.449463
	Iteration 34Q: 3 clusters Score -5083782 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -5083974.000000 Penalty: 1029.449463
	Iteration 35Q: 3 clusters Score -5083974 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -5084185.500000 Penalty: 1029.449463
	Iteration 36Q: 3 clusters Score -5084186 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -5084370.500000 Penalty: 1029.449463
	Iteration 37Q: 3 clusters Score -5084370 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -5084565.000000 Penalty: 1029.449463
	Iteration 38Q: 3 clusters Score -5084565 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -5084728.500000 Penalty: 1029.449463
	Iteration 39Q: 3 clusters Score -5084728 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -5084994.000000 Penalty: 1029.449463
	Iteration 40F: 3 clusters Score -5084994 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -5085222.000000 Penalty: 1029.449463
	Iteration 41Q: 3 clusters Score -5085222 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -5085481.000000 Penalty: 1029.449463
	Iteration 42Q: 3 clusters Score -5085481 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -5085701.000000 Penalty: 1029.449463
	Iteration 43Q: 3 clusters Score -5085701 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -5085935.500000 Penalty: 1029.449463
	Iteration 44Q: 3 clusters Score -5085936 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -5086140.000000 Penalty: 1029.449463
	Iteration 45Q: 3 clusters Score -5086140 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -5086421.000000 Penalty: 1029.449463
	Iteration 46Q: 3 clusters Score -5086421 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -5086643.500000 Penalty: 1029.449463
	Iteration 47Q: 3 clusters Score -5086644 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -5086830.500000 Penalty: 1029.449463
	Iteration 48Q: 3 clusters Score -5086830 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -5086994.000000 Penalty: 1029.449463
	Iteration 49Q: 3 clusters Score -5086994 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -5087076.500000 Penalty: 1029.449463
	Iteration 50Q: 3 clusters Score -5087076 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -5087123.500000 Penalty: 1029.449463
	Iteration 51Q: 3 clusters Score -5087124 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -5087140.500000 Penalty: 1029.449463
	Iteration 52Q: 3 clusters Score -5087140 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -5087036.000000 Penalty: 1029.449463
	Iteration 53Q: 3 clusters Score -5087036 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -5086940.500000 Penalty: 1029.449463
	Iteration 54Q: 3 clusters Score -5086940 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -5086772.000000 Penalty: 1029.449463
	Iteration 55Q: 3 clusters Score -5086772 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -5086602.000000 Penalty: 1029.449463
	Iteration 56Q: 3 clusters Score -5086602 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -5086437.500000 Penalty: 1029.449463
	Iteration 57Q: 3 clusters Score -5086438 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -5086291.500000 Penalty: 1029.449463
	Iteration 58Q: 3 clusters Score -5086292 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -5086035.500000 Penalty: 1029.449463
	Iteration 59Q: 3 clusters Score -5086036 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -5085883.000000 Penalty: 1029.449463
	Iteration 60F: 3 clusters Score -5085883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -5085725.500000 Penalty: 1029.449463
	Iteration 61Q: 3 clusters Score -5085726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -5085592.000000 Penalty: 1029.449463
	Iteration 62Q: 3 clusters Score -5085592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -5085478.000000 Penalty: 1029.449463
	Iteration 63Q: 3 clusters Score -5085478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -5085417.500000 Penalty: 1029.449463
	Iteration 64Q: 3 clusters Score -5085418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -5085371.000000 Penalty: 1029.449463
	Iteration 65Q: 3 clusters Score -5085371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -5085274.500000 Penalty: 1029.449463
	Iteration 66Q: 3 clusters Score -5085274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -5085208.500000 Penalty: 1029.449463
	Iteration 67Q: 3 clusters Score -5085208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -5085165.000000 Penalty: 1029.449463
	Iteration 68Q: 3 clusters Score -5085165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -5085143.000000 Penalty: 1029.449463
	Iteration 69Q: 3 clusters Score -5085143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -5085080.500000 Penalty: 1029.449463
	Iteration 70Q: 3 clusters Score -5085080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -5085060.500000 Penalty: 1029.449463
	Iteration 71Q: 3 clusters Score -5085060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -5085035.500000 Penalty: 1029.449463
	Iteration 72Q: 3 clusters Score -5085036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -5085018.000000 Penalty: 1029.449463
	Iteration 73Q: 3 clusters Score -5085018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -5084998.500000 Penalty: 1029.449463
	Iteration 74Q: 3 clusters Score -5084998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -5084981.000000 Penalty: 1029.449463
	Iteration 75Q: 3 clusters Score -5084981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -5084978.000000 Penalty: 1029.449463
	Iteration 76Q: 3 clusters Score -5084978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -5084968.000000 Penalty: 1029.449463
	Iteration 77Q: 3 clusters Score -5084968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -5084980.500000 Penalty: 1029.449463
	Iteration 78Q: 3 clusters Score -5084980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -5084955.000000 Penalty: 1029.449463
	Iteration 79Q: 3 clusters Score -5084955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -5084962.000000 Penalty: 1029.449463
	Iteration 80F: 3 clusters Score -5084962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -5084944.500000 Penalty: 1029.449463
	Iteration 81Q: 3 clusters Score -5084944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -5084937.500000 Penalty: 1029.449463
	Iteration 82Q: 3 clusters Score -5084938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -5084937.500000 Penalty: 1029.449463
	Iteration 83F: 3 clusters Score -5084938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 30326 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 50718 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 67415 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 81115 members 
Entering Unmasked Estep 
Score: -42170376.000000 Penalty: 15916.265625
Splitting cluster 19 changes total score from -42168504.000000 to -42170376.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (67415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Entering Unmasked Estep 
Score: -4333418.000000 Penalty: 505.897339
	Iteration 0F: 2 clusters Score -4333418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4303213.000000 Penalty: 1011.794678
	Iteration 0F: 3 clusters Score -4303213 nChanged 32903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4322666.500000 Penalty: 1011.794678
	Iteration 1F: 3 clusters Score -4322666 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4323621.500000 Penalty: 1011.794678
	Iteration 2Q: 3 clusters Score -4323622 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4325020.500000 Penalty: 1011.794678
	Iteration 3Q: 3 clusters Score -4325020 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -4327074.000000 Penalty: 1011.794678
	Iteration 4F: 3 clusters Score -4327074 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4329660.500000 Penalty: 1011.794678
	Iteration 5F: 3 clusters Score -4329660 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4332269.500000 Penalty: 1011.794678
	Iteration 6F: 3 clusters Score -4332270 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4334148.000000 Penalty: 1011.794678
	Iteration 7F: 3 clusters Score -4334148 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4335183.500000 Penalty: 1011.794678
	Iteration 8Q: 3 clusters Score -4335184 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4335754.500000 Penalty: 1011.794678
	Iteration 9Q: 3 clusters Score -4335754 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4336148.000000 Penalty: 1011.794678
	Iteration 10Q: 3 clusters Score -4336148 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4336457.000000 Penalty: 1011.794678
	Iteration 11Q: 3 clusters Score -4336457 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4336688.500000 Penalty: 1011.794678
	Iteration 12Q: 3 clusters Score -4336688 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4336972.000000 Penalty: 1011.794678
	Iteration 13Q: 3 clusters Score -4336972 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -4337201.000000 Penalty: 1011.794678
	Iteration 14Q: 3 clusters Score -4337201 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4337445.000000 Penalty: 1011.794678
	Iteration 15Q: 3 clusters Score -4337445 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4337612.500000 Penalty: 1011.794678
	Iteration 16Q: 3 clusters Score -4337612 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -4337791.500000 Penalty: 1011.794678
	Iteration 17Q: 3 clusters Score -4337792 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -4337938.500000 Penalty: 1011.794678
	Iteration 18Q: 3 clusters Score -4337938 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4338051.000000 Penalty: 1011.794678
	Iteration 19Q: 3 clusters Score -4338051 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -4338137.000000 Penalty: 1011.794678
	Iteration 20F: 3 clusters Score -4338137 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4338219.500000 Penalty: 1011.794678
	Iteration 21Q: 3 clusters Score -4338220 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -4338343.000000 Penalty: 1011.794678
	Iteration 22Q: 3 clusters Score -4338343 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -4338413.000000 Penalty: 1011.794678
	Iteration 23Q: 3 clusters Score -4338413 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -4338471.000000 Penalty: 1011.794678
	Iteration 24Q: 3 clusters Score -4338471 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -4338557.500000 Penalty: 1011.794678
	Iteration 25Q: 3 clusters Score -4338558 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -4338611.000000 Penalty: 1011.794678
	Iteration 26Q: 3 clusters Score -4338611 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -4338653.500000 Penalty: 1011.794678
	Iteration 27Q: 3 clusters Score -4338654 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -4338687.500000 Penalty: 1011.794678
	Iteration 28Q: 3 clusters Score -4338688 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -4338743.500000 Penalty: 1011.794678
	Iteration 29Q: 3 clusters Score -4338744 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -4338785.000000 Penalty: 1011.794678
	Iteration 30Q: 3 clusters Score -4338785 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -4338812.500000 Penalty: 1011.794678
	Iteration 31Q: 3 clusters Score -4338812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -4338829.000000 Penalty: 1011.794678
	Iteration 32Q: 3 clusters Score -4338829 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -4338846.000000 Penalty: 1011.794678
	Iteration 33Q: 3 clusters Score -4338846 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -4338862.500000 Penalty: 1011.794678
	Iteration 34Q: 3 clusters Score -4338862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4338869.500000 Penalty: 1011.794678
	Iteration 35Q: 3 clusters Score -4338870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -4338895.500000 Penalty: 1011.794678
	Iteration 36Q: 3 clusters Score -4338896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -4338917.000000 Penalty: 1011.794678
	Iteration 37Q: 3 clusters Score -4338917 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -4338916.500000 Penalty: 1011.794678
	Iteration 38Q: 3 clusters Score -4338916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4338919.500000 Penalty: 1011.794678
	Iteration 39Q: 3 clusters Score -4338920 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -4338941.500000 Penalty: 1011.794678
	Iteration 40F: 3 clusters Score -4338942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -4338956.000000 Penalty: 1011.794678
	Iteration 41Q: 3 clusters Score -4338956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -4338962.000000 Penalty: 1011.794678
	Iteration 42Q: 3 clusters Score -4338962 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -4338974.500000 Penalty: 1011.794678
	Iteration 43Q: 3 clusters Score -4338974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -4338990.500000 Penalty: 1011.794678
	Iteration 44Q: 3 clusters Score -4338990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -4339000.000000 Penalty: 1011.794678
	Iteration 45Q: 3 clusters Score -4339000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -4339012.500000 Penalty: 1011.794678
	Iteration 46Q: 3 clusters Score -4339012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -4339016.000000 Penalty: 1011.794678
	Iteration 47Q: 3 clusters Score -4339016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -4339002.500000 Penalty: 1011.794678
	Iteration 48Q: 3 clusters Score -4339002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -4339001.000000 Penalty: 1011.794678
	Iteration 49Q: 3 clusters Score -4339001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -4339002.500000 Penalty: 1011.794678
	Iteration 50Q: 3 clusters Score -4339002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -4339006.500000 Penalty: 1011.794678
	Iteration 51Q: 3 clusters Score -4339006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -4339013.500000 Penalty: 1011.794678
	Iteration 52Q: 3 clusters Score -4339014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -4339006.000000 Penalty: 1011.794678
	Iteration 53Q: 3 clusters Score -4339006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -4338995.000000 Penalty: 1011.794678
	Iteration 54Q: 3 clusters Score -4338995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -4338998.000000 Penalty: 1011.794678
	Iteration 55Q: 3 clusters Score -4338998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4339004.000000 Penalty: 1011.794678
	Iteration 56Q: 3 clusters Score -4339004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -4339006.500000 Penalty: 1011.794678
	Iteration 57Q: 3 clusters Score -4339006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -4339006.000000 Penalty: 1011.794678
	Iteration 58Q: 3 clusters Score -4339006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4339002.500000 Penalty: 1011.794678
	Iteration 59Q: 3 clusters Score -4339002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -4338996.500000 Penalty: 1011.794678
	Iteration 60F: 3 clusters Score -4338996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -4338990.000000 Penalty: 1011.794678
	Iteration 61Q: 3 clusters Score -4338990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -4338982.500000 Penalty: 1011.794678
	Iteration 62Q: 3 clusters Score -4338982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -4338989.000000 Penalty: 1011.794678
	Iteration 63Q: 3 clusters Score -4338989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -4338986.500000 Penalty: 1011.794678
	Iteration 64Q: 3 clusters Score -4338986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4339001.000000 Penalty: 1011.794678
	Iteration 65Q: 3 clusters Score -4339001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -4339002.000000 Penalty: 1011.794678
	Iteration 66Q: 3 clusters Score -4339002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -4339011.500000 Penalty: 1011.794678
	Iteration 67Q: 3 clusters Score -4339012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4339010.000000 Penalty: 1011.794678
	Iteration 68Q: 3 clusters Score -4339010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -4339009.500000 Penalty: 1011.794678
	Iteration 69Q: 3 clusters Score -4339010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -4339013.000000 Penalty: 1011.794678
	Iteration 70Q: 3 clusters Score -4339013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -4339016.000000 Penalty: 1011.794678
	Iteration 71Q: 3 clusters Score -4339016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -4339025.000000 Penalty: 1011.794678
	Iteration 72Q: 3 clusters Score -4339025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -4339024.500000 Penalty: 1011.794678
	Iteration 73Q: 3 clusters Score -4339024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -4339027.500000 Penalty: 1011.794678
	Iteration 74Q: 3 clusters Score -4339028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -4339028.000000 Penalty: 1011.794678
	Iteration 75Q: 3 clusters Score -4339028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -4339024.500000 Penalty: 1011.794678
	Iteration 76Q: 3 clusters Score -4339024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -4339025.000000 Penalty: 1011.794678
	Iteration 77Q: 3 clusters Score -4339025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -4339024.000000 Penalty: 1011.794678
	Iteration 78Q: 3 clusters Score -4339024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -4339020.500000 Penalty: 1011.794678
	Iteration 79Q: 3 clusters Score -4339020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -4339023.000000 Penalty: 1011.794678
	Iteration 80F: 3 clusters Score -4339023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -4339024.000000 Penalty: 1011.794678
	Iteration 81Q: 3 clusters Score -4339024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -4339026.000000 Penalty: 1011.794678
	Iteration 82Q: 3 clusters Score -4339026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -4339024.000000 Penalty: 1011.794678
	Iteration 83Q: 3 clusters Score -4339024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -4339023.000000 Penalty: 1011.794678
	Iteration 84Q: 3 clusters Score -4339023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -4339025.000000 Penalty: 1011.794678
	Iteration 85Q: 3 clusters Score -4339025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -4339026.000000 Penalty: 1011.794678
	Iteration 86Q: 3 clusters Score -4339026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4339028.500000 Penalty: 1011.794678
	Iteration 87Q: 3 clusters Score -4339028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -4339022.000000 Penalty: 1011.794678
	Iteration 88Q: 3 clusters Score -4339022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -4339027.000000 Penalty: 1011.794678
	Iteration 89Q: 3 clusters Score -4339027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -4339031.000000 Penalty: 1011.794678
	Iteration 90Q: 3 clusters Score -4339031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -4339025.500000 Penalty: 1011.794678
	Iteration 91Q: 3 clusters Score -4339026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -4339026.500000 Penalty: 1011.794678
	Iteration 92Q: 3 clusters Score -4339026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -4339034.000000 Penalty: 1011.794678
	Iteration 93Q: 3 clusters Score -4339034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -4339038.500000 Penalty: 1011.794678
	Iteration 94Q: 3 clusters Score -4339038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -4339029.500000 Penalty: 1011.794678
	Iteration 95Q: 3 clusters Score -4339030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -4339028.500000 Penalty: 1011.794678
	Iteration 96Q: 3 clusters Score -4339028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -4339032.500000 Penalty: 1011.794678
	Iteration 97Q: 3 clusters Score -4339032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -4339032.000000 Penalty: 1011.794678
	Iteration 98Q: 3 clusters Score -4339032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -4339038.000000 Penalty: 1011.794678
	Iteration 99Q: 3 clusters Score -4339038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -4339045.000000 Penalty: 1011.794678
	Iteration 100F: 3 clusters Score -4339045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -4339047.500000 Penalty: 1011.794678
	Iteration 101Q: 3 clusters Score -4339048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -4339044.500000 Penalty: 1011.794678
	Iteration 102Q: 3 clusters Score -4339044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -4339038.500000 Penalty: 1011.794678
	Iteration 103Q: 3 clusters Score -4339038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -4339041.000000 Penalty: 1011.794678
	Iteration 104Q: 3 clusters Score -4339041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -4339040.000000 Penalty: 1011.794678
	Iteration 105Q: 3 clusters Score -4339040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -4339040.000000 Penalty: 1011.794678
	Iteration 106Q: 3 clusters Score -4339040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -4339036.500000 Penalty: 1011.794678
	Iteration 107Q: 3 clusters Score -4339036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -4339028.500000 Penalty: 1011.794678
	Iteration 108Q: 3 clusters Score -4339028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -4339023.500000 Penalty: 1011.794678
	Iteration 109Q: 3 clusters Score -4339024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -4339029.000000 Penalty: 1011.794678
	Iteration 110Q: 3 clusters Score -4339029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -4339025.500000 Penalty: 1011.794678
	Iteration 111Q: 3 clusters Score -4339026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -4339032.500000 Penalty: 1011.794678
	Iteration 112Q: 3 clusters Score -4339032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -4339033.000000 Penalty: 1011.794678
	Iteration 113Q: 3 clusters Score -4339033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -4339029.500000 Penalty: 1011.794678
	Iteration 114Q: 3 clusters Score -4339030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -4339025.000000 Penalty: 1011.794678
	Iteration 115Q: 3 clusters Score -4339025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4339027.000000 Penalty: 1011.794678
	Iteration 116Q: 3 clusters Score -4339027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -4339027.500000 Penalty: 1011.794678
	Iteration 117Q: 3 clusters Score -4339028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -4339022.000000 Penalty: 1011.794678
	Iteration 118Q: 3 clusters Score -4339022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4339026.000000 Penalty: 1011.794678
	Iteration 119Q: 3 clusters Score -4339026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -4339023.500000 Penalty: 1011.794678
	Iteration 120F: 3 clusters Score -4339024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -4339024.000000 Penalty: 1011.794678
	Iteration 121Q: 3 clusters Score -4339024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4339025.500000 Penalty: 1011.794678
	Iteration 122Q: 3 clusters Score -4339026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4339025.500000 Penalty: 1011.794678
	Iteration 123F: 3 clusters Score -4339026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 30326 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 50718 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 23840 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 81115 members 
Mstep: Class 27 contains 43575 members 
Entering Unmasked Estep 
Score: -42175544.000000 Penalty: 16528.429688
Splitting cluster 20 changes total score from -42168504.000000 to -42175544.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -53452.050781 Penalty: 316.609406
	Iteration 0F: 2 clusters Score -53452.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -52630.976562 Penalty: 633.218811
	Iteration 0F: 3 clusters Score -52630.98 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -52953.539062 Penalty: 633.218811
	Iteration 1F: 3 clusters Score -52953.54 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -53081.089844 Penalty: 633.218811
	Iteration 2F: 3 clusters Score -53081.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53170.269531 Penalty: 633.218811
	Iteration 3F: 3 clusters Score -53170.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -53213.667969 Penalty: 633.218811
	Iteration 4F: 3 clusters Score -53213.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -53231.371094 Penalty: 633.218811
	Iteration 5Q: 3 clusters Score -53231.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -53244.980469 Penalty: 633.218811
	Iteration 6Q: 3 clusters Score -53244.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -53254.550781 Penalty: 633.218811
	Iteration 7Q: 3 clusters Score -53254.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -53260.070312 Penalty: 633.218811
	Iteration 8Q: 3 clusters Score -53260.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -53266.464844 Penalty: 633.218811
	Iteration 9Q: 3 clusters Score -53266.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -53270.042969 Penalty: 633.218811
	Iteration 10Q: 3 clusters Score -53270.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -53271.976562 Penalty: 633.218811
	Iteration 11Q: 3 clusters Score -53271.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -53272.183594 Penalty: 633.218811
	Iteration 12Q: 3 clusters Score -53272.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -53272.183594 Penalty: 633.218811
	Iteration 13F: 3 clusters Score -53272.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Entering Unmasked Estep 
Score: -967031.062500 Penalty: 440.730652
	Iteration 0F: 2 clusters Score -967031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -956224.312500 Penalty: 881.461304
	Iteration 0F: 3 clusters Score -956224.3 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -960728.875000 Penalty: 881.461304
	Iteration 1F: 3 clusters Score -960728.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -961171.625000 Penalty: 881.461304
	Iteration 2F: 3 clusters Score -961171.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -961688.437500 Penalty: 881.461304
	Iteration 3F: 3 clusters Score -961688.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -962378.062500 Penalty: 881.461304
	Iteration 4F: 3 clusters Score -962378.1 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -963111.062500 Penalty: 881.461304
	Iteration 5F: 3 clusters Score -963111.1 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -963768.687500 Penalty: 881.461304
	Iteration 6F: 3 clusters Score -963768.7 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -964227.812500 Penalty: 881.461304
	Iteration 7F: 3 clusters Score -964227.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -964525.687500 Penalty: 881.461304
	Iteration 8Q: 3 clusters Score -964525.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -964700.687500 Penalty: 881.461304
	Iteration 9Q: 3 clusters Score -964700.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -964799.187500 Penalty: 881.461304
	Iteration 10Q: 3 clusters Score -964799.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -964882.812500 Penalty: 881.461304
	Iteration 11Q: 3 clusters Score -964882.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -964953.437500 Penalty: 881.461304
	Iteration 12Q: 3 clusters Score -964953.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -965018.562500 Penalty: 881.461304
	Iteration 13Q: 3 clusters Score -965018.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -965080.187500 Penalty: 881.461304
	Iteration 14Q: 3 clusters Score -965080.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -965136.250000 Penalty: 881.461304
	Iteration 15Q: 3 clusters Score -965136.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -965187.687500 Penalty: 881.461304
	Iteration 16Q: 3 clusters Score -965187.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -965251.187500 Penalty: 881.461304
	Iteration 17Q: 3 clusters Score -965251.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -965320.062500 Penalty: 881.461304
	Iteration 18Q: 3 clusters Score -965320.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -965390.187500 Penalty: 881.461304
	Iteration 19Q: 3 clusters Score -965390.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -965470.187500 Penalty: 881.461304
	Iteration 20F: 3 clusters Score -965470.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -965566.187500 Penalty: 881.461304
	Iteration 21Q: 3 clusters Score -965566.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -965668.125000 Penalty: 881.461304
	Iteration 22Q: 3 clusters Score -965668.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -965796.562500 Penalty: 881.461304
	Iteration 23Q: 3 clusters Score -965796.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -965898.000000 Penalty: 881.461304
	Iteration 24Q: 3 clusters Score -965898 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -965994.687500 Penalty: 881.461304
	Iteration 25Q: 3 clusters Score -965994.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -966080.312500 Penalty: 881.461304
	Iteration 26Q: 3 clusters Score -966080.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -966149.312500 Penalty: 881.461304
	Iteration 27Q: 3 clusters Score -966149.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -966213.437500 Penalty: 881.461304
	Iteration 28Q: 3 clusters Score -966213.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -966270.937500 Penalty: 881.461304
	Iteration 29Q: 3 clusters Score -966270.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -966323.000000 Penalty: 881.461304
	Iteration 30Q: 3 clusters Score -966323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -966378.437500 Penalty: 881.461304
	Iteration 31Q: 3 clusters Score -966378.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -966412.062500 Penalty: 881.461304
	Iteration 32Q: 3 clusters Score -966412.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -966440.437500 Penalty: 881.461304
	Iteration 33Q: 3 clusters Score -966440.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -966465.187500 Penalty: 881.461304
	Iteration 34Q: 3 clusters Score -966465.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -966488.625000 Penalty: 881.461304
	Iteration 35Q: 3 clusters Score -966488.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -966511.312500 Penalty: 881.461304
	Iteration 36Q: 3 clusters Score -966511.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -966529.625000 Penalty: 881.461304
	Iteration 37Q: 3 clusters Score -966529.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -966541.750000 Penalty: 881.461304
	Iteration 38Q: 3 clusters Score -966541.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -966555.437500 Penalty: 881.461304
	Iteration 39Q: 3 clusters Score -966555.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -966566.812500 Penalty: 881.461304
	Iteration 40F: 3 clusters Score -966566.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -966576.000000 Penalty: 881.461304
	Iteration 41Q: 3 clusters Score -966576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -966582.312500 Penalty: 881.461304
	Iteration 42Q: 3 clusters Score -966582.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -966588.000000 Penalty: 881.461304
	Iteration 43Q: 3 clusters Score -966588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -966593.312500 Penalty: 881.461304
	Iteration 44Q: 3 clusters Score -966593.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -966598.937500 Penalty: 881.461304
	Iteration 45Q: 3 clusters Score -966598.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -966610.625000 Penalty: 881.461304
	Iteration 46Q: 3 clusters Score -966610.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -966615.562500 Penalty: 881.461304
	Iteration 47Q: 3 clusters Score -966615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -966620.312500 Penalty: 881.461304
	Iteration 48Q: 3 clusters Score -966620.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -966626.062500 Penalty: 881.461304
	Iteration 49Q: 3 clusters Score -966626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -966630.750000 Penalty: 881.461304
	Iteration 50Q: 3 clusters Score -966630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -966634.812500 Penalty: 881.461304
	Iteration 51Q: 3 clusters Score -966634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -966638.562500 Penalty: 881.461304
	Iteration 52Q: 3 clusters Score -966638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -966642.250000 Penalty: 881.461304
	Iteration 53Q: 3 clusters Score -966642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -966647.250000 Penalty: 881.461304
	Iteration 54Q: 3 clusters Score -966647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -966651.187500 Penalty: 881.461304
	Iteration 55Q: 3 clusters Score -966651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -966655.000000 Penalty: 881.461304
	Iteration 56Q: 3 clusters Score -966655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -966658.562500 Penalty: 881.461304
	Iteration 57Q: 3 clusters Score -966658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -966662.562500 Penalty: 881.461304
	Iteration 58Q: 3 clusters Score -966662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -966665.375000 Penalty: 881.461304
	Iteration 59Q: 3 clusters Score -966665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -966665.250000 Penalty: 881.461304
	Iteration 60F: 3 clusters Score -966665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -966667.750000 Penalty: 881.461304
	Iteration 61Q: 3 clusters Score -966667.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -966670.937500 Penalty: 881.461304
	Iteration 62Q: 3 clusters Score -966670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -966674.687500 Penalty: 881.461304
	Iteration 63Q: 3 clusters Score -966674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -966676.875000 Penalty: 881.461304
	Iteration 64Q: 3 clusters Score -966676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -966676.812500 Penalty: 881.461304
	Iteration 65Q: 3 clusters Score -966676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -966678.375000 Penalty: 881.461304
	Iteration 66Q: 3 clusters Score -966678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -966679.562500 Penalty: 881.461304
	Iteration 67Q: 3 clusters Score -966679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -966680.312500 Penalty: 881.461304
	Iteration 68Q: 3 clusters Score -966680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -966680.437500 Penalty: 881.461304
	Iteration 69Q: 3 clusters Score -966680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -966681.500000 Penalty: 881.461304
	Iteration 70Q: 3 clusters Score -966681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -966681.500000 Penalty: 881.461304
	Iteration 71F: 3 clusters Score -966681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Entering Unmasked Estep 
Score: -2614986.250000 Penalty: 483.081329
	Iteration 0F: 2 clusters Score -2614986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2587682.000000 Penalty: 966.162659
	Iteration 0F: 3 clusters Score -2587682 nChanged 19720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2600022.750000 Penalty: 966.162659
	Iteration 1F: 3 clusters Score -2600023 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2600850.000000 Penalty: 966.162659
	Iteration 2Q: 3 clusters Score -2600850 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2602023.750000 Penalty: 966.162659
	Iteration 3F: 3 clusters Score -2602024 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2603923.250000 Penalty: 966.162659
	Iteration 4F: 3 clusters Score -2603923 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2606198.500000 Penalty: 966.162659
	Iteration 5F: 3 clusters Score -2606198 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2607716.750000 Penalty: 966.162659
	Iteration 6F: 3 clusters Score -2607717 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2608404.250000 Penalty: 966.162659
	Iteration 7Q: 3 clusters Score -2608404 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -2608741.250000 Penalty: 966.162659
	Iteration 8Q: 3 clusters Score -2608741 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2608940.250000 Penalty: 966.162659
	Iteration 9Q: 3 clusters Score -2608940 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2609134.750000 Penalty: 966.162659
	Iteration 10Q: 3 clusters Score -2609135 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -2609344.000000 Penalty: 966.162659
	Iteration 11Q: 3 clusters Score -2609344 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -2609567.750000 Penalty: 966.162659
	Iteration 12Q: 3 clusters Score -2609568 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -2609817.250000 Penalty: 966.162659
	Iteration 13Q: 3 clusters Score -2609817 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -2610079.000000 Penalty: 966.162659
	Iteration 14Q: 3 clusters Score -2610079 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -2610378.750000 Penalty: 966.162659
	Iteration 15Q: 3 clusters Score -2610379 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -2610683.750000 Penalty: 966.162659
	Iteration 16Q: 3 clusters Score -2610684 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -2611003.500000 Penalty: 966.162659
	Iteration 17Q: 3 clusters Score -2611004 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -2611335.750000 Penalty: 966.162659
	Iteration 18Q: 3 clusters Score -2611336 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -2611638.250000 Penalty: 966.162659
	Iteration 19Q: 3 clusters Score -2611638 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -2611881.250000 Penalty: 966.162659
	Iteration 20F: 3 clusters Score -2611881 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -2612148.000000 Penalty: 966.162659
	Iteration 21Q: 3 clusters Score -2612148 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -2612355.250000 Penalty: 966.162659
	Iteration 22Q: 3 clusters Score -2612355 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -2612560.750000 Penalty: 966.162659
	Iteration 23Q: 3 clusters Score -2612561 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -2612711.000000 Penalty: 966.162659
	Iteration 24Q: 3 clusters Score -2612711 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -2612806.750000 Penalty: 966.162659
	Iteration 25Q: 3 clusters Score -2612807 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -2612891.250000 Penalty: 966.162659
	Iteration 26Q: 3 clusters Score -2612891 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -2612974.250000 Penalty: 966.162659
	Iteration 27Q: 3 clusters Score -2612974 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -2613025.500000 Penalty: 966.162659
	Iteration 28Q: 3 clusters Score -2613026 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -2613073.250000 Penalty: 966.162659
	Iteration 29Q: 3 clusters Score -2613073 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -2613119.250000 Penalty: 966.162659
	Iteration 30Q: 3 clusters Score -2613119 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -2613151.250000 Penalty: 966.162659
	Iteration 31Q: 3 clusters Score -2613151 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -2613196.000000 Penalty: 966.162659
	Iteration 32Q: 3 clusters Score -2613196 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -2613238.250000 Penalty: 966.162659
	Iteration 33Q: 3 clusters Score -2613238 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -2613282.000000 Penalty: 966.162659
	Iteration 34Q: 3 clusters Score -2613282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -2613330.000000 Penalty: 966.162659
	Iteration 35Q: 3 clusters Score -2613330 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -2613374.250000 Penalty: 966.162659
	Iteration 36Q: 3 clusters Score -2613374 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -2613414.750000 Penalty: 966.162659
	Iteration 37Q: 3 clusters Score -2613415 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -2613457.000000 Penalty: 966.162659
	Iteration 38Q: 3 clusters Score -2613457 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -2613514.000000 Penalty: 966.162659
	Iteration 39Q: 3 clusters Score -2613514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -2613566.250000 Penalty: 966.162659
	Iteration 40F: 3 clusters Score -2613566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -2613602.250000 Penalty: 966.162659
	Iteration 41Q: 3 clusters Score -2613602 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -2613650.500000 Penalty: 966.162659
	Iteration 42Q: 3 clusters Score -2613650 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -2613708.500000 Penalty: 966.162659
	Iteration 43Q: 3 clusters Score -2613708 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -2613751.250000 Penalty: 966.162659
	Iteration 44Q: 3 clusters Score -2613751 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -2613793.750000 Penalty: 966.162659
	Iteration 45Q: 3 clusters Score -2613794 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -2613839.500000 Penalty: 966.162659
	Iteration 46Q: 3 clusters Score -2613840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -2613880.250000 Penalty: 966.162659
	Iteration 47Q: 3 clusters Score -2613880 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -2613922.250000 Penalty: 966.162659
	Iteration 48Q: 3 clusters Score -2613922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -2613979.500000 Penalty: 966.162659
	Iteration 49Q: 3 clusters Score -2613980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -2614022.750000 Penalty: 966.162659
	Iteration 50Q: 3 clusters Score -2614023 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -2614075.250000 Penalty: 966.162659
	Iteration 51Q: 3 clusters Score -2614075 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -2614110.500000 Penalty: 966.162659
	Iteration 52Q: 3 clusters Score -2614110 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -2614162.500000 Penalty: 966.162659
	Iteration 53Q: 3 clusters Score -2614162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -2614209.250000 Penalty: 966.162659
	Iteration 54Q: 3 clusters Score -2614209 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -2614239.500000 Penalty: 966.162659
	Iteration 55Q: 3 clusters Score -2614240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -2614291.250000 Penalty: 966.162659
	Iteration 56Q: 3 clusters Score -2614291 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -2614306.500000 Penalty: 966.162659
	Iteration 57Q: 3 clusters Score -2614306 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -2614333.000000 Penalty: 966.162659
	Iteration 58Q: 3 clusters Score -2614333 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -2614364.500000 Penalty: 966.162659
	Iteration 59Q: 3 clusters Score -2614364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -2614391.250000 Penalty: 966.162659
	Iteration 60F: 3 clusters Score -2614391 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -2614419.000000 Penalty: 966.162659
	Iteration 61Q: 3 clusters Score -2614419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -2614464.750000 Penalty: 966.162659
	Iteration 62Q: 3 clusters Score -2614465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -2614501.750000 Penalty: 966.162659
	Iteration 63Q: 3 clusters Score -2614502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -2614519.750000 Penalty: 966.162659
	Iteration 64Q: 3 clusters Score -2614520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -2614539.750000 Penalty: 966.162659
	Iteration 65Q: 3 clusters Score -2614540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -2614552.750000 Penalty: 966.162659
	Iteration 66Q: 3 clusters Score -2614553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -2614571.750000 Penalty: 966.162659
	Iteration 67Q: 3 clusters Score -2614572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -2614571.500000 Penalty: 966.162659
	Iteration 68Q: 3 clusters Score -2614572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -2614574.500000 Penalty: 966.162659
	Iteration 69Q: 3 clusters Score -2614574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -2614581.000000 Penalty: 966.162659
	Iteration 70Q: 3 clusters Score -2614581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -2614588.750000 Penalty: 966.162659
	Iteration 71Q: 3 clusters Score -2614589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -2614591.750000 Penalty: 966.162659
	Iteration 72Q: 3 clusters Score -2614592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -2614593.250000 Penalty: 966.162659
	Iteration 73Q: 3 clusters Score -2614593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -2614595.750000 Penalty: 966.162659
	Iteration 74Q: 3 clusters Score -2614596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -2614597.750000 Penalty: 966.162659
	Iteration 75Q: 3 clusters Score -2614598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -2614601.250000 Penalty: 966.162659
	Iteration 76Q: 3 clusters Score -2614601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -2614602.500000 Penalty: 966.162659
	Iteration 77Q: 3 clusters Score -2614602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -2614605.500000 Penalty: 966.162659
	Iteration 78Q: 3 clusters Score -2614606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -2614607.500000 Penalty: 966.162659
	Iteration 79Q: 3 clusters Score -2614608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -2614609.750000 Penalty: 966.162659
	Iteration 80F: 3 clusters Score -2614610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -2614612.500000 Penalty: 966.162659
	Iteration 81Q: 3 clusters Score -2614612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -2614610.500000 Penalty: 966.162659
	Iteration 82Q: 3 clusters Score -2614610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -2614612.250000 Penalty: 966.162659
	Iteration 83Q: 3 clusters Score -2614612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -2614612.500000 Penalty: 966.162659
	Iteration 84Q: 3 clusters Score -2614612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -2614613.750000 Penalty: 966.162659
	Iteration 85Q: 3 clusters Score -2614614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -2614612.250000 Penalty: 966.162659
	Iteration 86Q: 3 clusters Score -2614612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -2614612.250000 Penalty: 966.162659
	Iteration 87Q: 3 clusters Score -2614612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -2614617.000000 Penalty: 966.162659
	Iteration 88Q: 3 clusters Score -2614617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -2614612.250000 Penalty: 966.162659
	Iteration 89Q: 3 clusters Score -2614612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -2614609.750000 Penalty: 966.162659
	Iteration 90Q: 3 clusters Score -2614610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -2614614.750000 Penalty: 966.162659
	Iteration 91Q: 3 clusters Score -2614615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -2614612.750000 Penalty: 966.162659
	Iteration 92Q: 3 clusters Score -2614613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -2614614.750000 Penalty: 966.162659
	Iteration 93Q: 3 clusters Score -2614615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -2614615.000000 Penalty: 966.162659
	Iteration 94Q: 3 clusters Score -2614615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -2614613.000000 Penalty: 966.162659
	Iteration 95Q: 3 clusters Score -2614613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -2614613.000000 Penalty: 966.162659
	Iteration 96Q: 3 clusters Score -2614613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -2614611.250000 Penalty: 966.162659
	Iteration 97Q: 3 clusters Score -2614611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -2614616.000000 Penalty: 966.162659
	Iteration 98Q: 3 clusters Score -2614616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -2614615.250000 Penalty: 966.162659
	Iteration 99Q: 3 clusters Score -2614615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -2614614.500000 Penalty: 966.162659
	Iteration 100F: 3 clusters Score -2614614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -2614618.000000 Penalty: 966.162659
	Iteration 101Q: 3 clusters Score -2614618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -2614615.750000 Penalty: 966.162659
	Iteration 102Q: 3 clusters Score -2614616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -2614619.500000 Penalty: 966.162659
	Iteration 103Q: 3 clusters Score -2614620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -2614619.500000 Penalty: 966.162659
	Iteration 104F: 3 clusters Score -2614620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 9 contains 147710 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 79719 members 
Mstep: Class 15 contains 30326 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 23840 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 40830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180740.000000 Penalty: 16528.429688
Iteration 39Q: 28 clusters Score -4.218074e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6222 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 67381 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 147848 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 872 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 43461 members 
Mstep: Class 14 contains 80024 members 
Mstep: Class 15 contains 30517 members 
Mstep: Class 16 contains 27514 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 49336 members 
Mstep: Class 19 contains 875 members 
Mstep: Class 20 contains 24383 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 16351 members 
Mstep: Class 23 contains 41120 members 
Mstep: Class 24 contains 12118 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 80240 members 
Mstep: Class 27 contains 42856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184012.000000 Penalty: 16528.429688
Iteration 40F: 28 clusters Score -4.218401e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5948 members 
Mstep: Class 3 contains 59 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 68612 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 147204 members 
Mstep: Class 10 contains 3418 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 43303 members 
Mstep: Class 14 contains 79532 members 
Mstep: Class 15 contains 30498 members 
Mstep: Class 16 contains 27959 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 18 contains 48370 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 24243 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 16485 members 
Mstep: Class 23 contains 41105 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 80947 members 
Mstep: Class 27 contains 42684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184552.000000 Penalty: 16528.429688
Iteration 41Q: 28 clusters Score -4.218455e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 5 contains 69992 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 146774 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 43203 members 
Mstep: Class 14 contains 78693 members 
Mstep: Class 15 contains 30481 members 
Mstep: Class 16 contains 28390 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 957 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 16627 members 
Mstep: Class 23 contains 41179 members 
Mstep: Class 24 contains 11875 members 
Mstep: Class 25 contains 3087 members 
Mstep: Class 26 contains 81205 members 
Mstep: Class 27 contains 42617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185128.000000 Penalty: 16528.429688
Iteration 42Q: 28 clusters Score -4.218513e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 57 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 71403 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 145857 members 
Mstep: Class 10 contains 3533 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 43134 members 
Mstep: Class 14 contains 78013 members 
Mstep: Class 15 contains 30475 members 
Mstep: Class 16 contains 28869 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 46838 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 16738 members 
Mstep: Class 23 contains 41247 members 
Mstep: Class 24 contains 11748 members 
Mstep: Class 25 contains 3215 members 
Mstep: Class 26 contains 81461 members 
Mstep: Class 27 contains 42609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185584.000000 Penalty: 16528.429688
Iteration 43Q: 28 clusters Score -4.218558e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 4333 members 
Mstep: Class 5 contains 72930 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 144163 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 43067 members 
Mstep: Class 14 contains 77735 members 
Mstep: Class 15 contains 30471 members 
Mstep: Class 16 contains 29349 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 46252 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 23809 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 16870 members 
Mstep: Class 23 contains 41317 members 
Mstep: Class 24 contains 11593 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 81881 members 
Mstep: Class 27 contains 42665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187576.000000 Penalty: 16528.429688
Iteration 44Q: 28 clusters Score -4.218758e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 57 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 74503 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 141325 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 43023 members 
Mstep: Class 14 contains 78154 members 
Mstep: Class 15 contains 30480 members 
Mstep: Class 16 contains 29778 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 45619 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 23659 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 16996 members 
Mstep: Class 23 contains 41401 members 
Mstep: Class 24 contains 11472 members 
Mstep: Class 25 contains 3410 members 
Mstep: Class 26 contains 82708 members 
Mstep: Class 27 contains 42727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188928.000000 Penalty: 16528.429688
Iteration 45Q: 28 clusters Score -4.218893e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 56 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 76165 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 138285 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 43019 members 
Mstep: Class 14 contains 78460 members 
Mstep: Class 15 contains 30491 members 
Mstep: Class 16 contains 30202 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 45015 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 23575 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 17184 members 
Mstep: Class 23 contains 41569 members 
Mstep: Class 24 contains 11331 members 
Mstep: Class 25 contains 3489 members 
Mstep: Class 26 contains 83599 members 
Mstep: Class 27 contains 42787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190384.000000 Penalty: 16528.429688
Iteration 46Q: 28 clusters Score -4.219038e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 56 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 77924 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 134993 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 43017 members 
Mstep: Class 14 contains 78670 members 
Mstep: Class 15 contains 30485 members 
Mstep: Class 16 contains 30594 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 44392 members 
Mstep: Class 19 contains 1071 members 
Mstep: Class 20 contains 23492 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 17415 members 
Mstep: Class 23 contains 41811 members 
Mstep: Class 24 contains 11198 members 
Mstep: Class 25 contains 3563 members 
Mstep: Class 26 contains 84659 members 
Mstep: Class 27 contains 42868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191856.000000 Penalty: 16528.429688
Iteration 47Q: 28 clusters Score -4.219186e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 79681 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 131433 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 43019 members 
Mstep: Class 14 contains 78828 members 
Mstep: Class 15 contains 30470 members 
Mstep: Class 16 contains 30923 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 43853 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 23419 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 17613 members 
Mstep: Class 23 contains 42175 members 
Mstep: Class 24 contains 11061 members 
Mstep: Class 25 contains 3639 members 
Mstep: Class 26 contains 85889 members 
Mstep: Class 27 contains 42918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194604.000000 Penalty: 16528.429688
Iteration 48Q: 28 clusters Score -4.21946e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 82012 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 127368 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 43015 members 
Mstep: Class 14 contains 78784 members 
Mstep: Class 15 contains 30452 members 
Mstep: Class 16 contains 31250 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 43356 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 23345 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 17820 members 
Mstep: Class 23 contains 42461 members 
Mstep: Class 24 contains 10980 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 87309 members 
Mstep: Class 27 contains 42967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196672.000000 Penalty: 16528.429688
Iteration 49Q: 28 clusters Score -4.219667e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 85511 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 1185 members 
Mstep: Class 8 contains 124 members 
Mstep: Class 9 contains 122584 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 43004 members 
Mstep: Class 14 contains 78271 members 
Mstep: Class 15 contains 30442 members 
Mstep: Class 16 contains 31544 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 42936 members 
Mstep: Class 19 contains 1127 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 18111 members 
Mstep: Class 23 contains 42686 members 
Mstep: Class 24 contains 10885 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 88800 members 
Mstep: Class 27 contains 42998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198808.000000 Penalty: 16528.429688
Iteration 50Q: 28 clusters Score -4.219881e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 90027 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 117176 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 42998 members 
Mstep: Class 14 contains 77278 members 
Mstep: Class 15 contains 30397 members 
Mstep: Class 16 contains 31915 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 42585 members 
Mstep: Class 19 contains 1140 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 23 contains 42810 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 3857 members 
Mstep: Class 26 contains 90297 members 
Mstep: Class 27 contains 43055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200284.000000 Penalty: 16528.429688
Iteration 51Q: 28 clusters Score -4.220028e+07 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 95204 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 111238 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 42999 members 
Mstep: Class 14 contains 76056 members 
Mstep: Class 15 contains 30368 members 
Mstep: Class 16 contains 32367 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 42243 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 23108 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 18905 members 
Mstep: Class 23 contains 42803 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 91728 members 
Mstep: Class 27 contains 43109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200640.000000 Penalty: 16528.429688
Iteration 52Q: 28 clusters Score -4.220064e+07 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 99626 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 105168 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 43023 members 
Mstep: Class 14 contains 75160 members 
Mstep: Class 15 contains 30347 members 
Mstep: Class 16 contains 32925 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 41936 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 23020 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 19426 members 
Mstep: Class 23 contains 42709 members 
Mstep: Class 24 contains 10703 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 93402 members 
Mstep: Class 27 contains 43121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200428.000000 Penalty: 16528.429688
Iteration 53Q: 28 clusters Score -4.220043e+07 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 5 contains 103116 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 99718 members 
Mstep: Class 10 contains 6189 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 43056 members 
Mstep: Class 14 contains 74341 members 
Mstep: Class 15 contains 30335 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 41713 members 
Mstep: Class 19 contains 1239 members 
Mstep: Class 20 contains 22914 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 19995 members 
Mstep: Class 23 contains 42534 members 
Mstep: Class 24 contains 10684 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 94994 members 
Mstep: Class 27 contains 43159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200156.000000 Penalty: 16528.429688
Iteration 54Q: 28 clusters Score -4.220016e+07 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 105177 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 95209 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 43116 members 
Mstep: Class 14 contains 74068 members 
Mstep: Class 15 contains 30341 members 
Mstep: Class 16 contains 34234 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 41544 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 22828 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 20505 members 
Mstep: Class 23 contains 42326 members 
Mstep: Class 24 contains 10669 members 
Mstep: Class 25 contains 4128 members 
Mstep: Class 26 contains 96447 members 
Mstep: Class 27 contains 43190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 548.124573 but Gain 612.164062
Score: -42200700.000000 Penalty: 15916.265625
Iteration 55Q: 27 clusters Score -4.22007e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 106646 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 91252 members 
Mstep: Class 10 contains 7049 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 43166 members 
Mstep: Class 14 contains 74362 members 
Mstep: Class 15 contains 30343 members 
Mstep: Class 16 contains 34892 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 41326 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 22761 members 
Mstep: Class 21 contains 950 members 
Mstep: Class 22 contains 21067 members 
Mstep: Class 23 contains 42226 members 
Mstep: Class 24 contains 10662 members 
Mstep: Class 25 contains 4199 members 
Mstep: Class 26 contains 97766 members 
Mstep: Class 27 contains 43233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201984.000000 Penalty: 15916.265625
Iteration 56Q: 27 clusters Score -4.220198e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 107671 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 87711 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 43194 members 
Mstep: Class 14 contains 74828 members 
Mstep: Class 15 contains 30354 members 
Mstep: Class 16 contains 35504 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 41036 members 
Mstep: Class 19 contains 1261 members 
Mstep: Class 20 contains 22760 members 
Mstep: Class 21 contains 950 members 
Mstep: Class 22 contains 21486 members 
Mstep: Class 23 contains 42141 members 
Mstep: Class 24 contains 10653 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 98720 members 
Mstep: Class 27 contains 43278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202948.000000 Penalty: 15916.265625
Iteration 57Q: 27 clusters Score -4.220295e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 108827 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 1071 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 84639 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 43226 members 
Mstep: Class 14 contains 75225 members 
Mstep: Class 15 contains 30372 members 
Mstep: Class 16 contains 36134 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 40659 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 22736 members 
Mstep: Class 21 contains 950 members 
Mstep: Class 22 contains 21845 members 
Mstep: Class 23 contains 42075 members 
Mstep: Class 24 contains 10650 members 
Mstep: Class 25 contains 4343 members 
Mstep: Class 26 contains 99347 members 
Mstep: Class 27 contains 43339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203628.000000 Penalty: 15916.265625
Iteration 58Q: 27 clusters Score -4.220363e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 110387 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 82005 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 43234 members 
Mstep: Class 14 contains 75235 members 
Mstep: Class 15 contains 30390 members 
Mstep: Class 16 contains 36677 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 40206 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 22729 members 
Mstep: Class 21 contains 950 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 41993 members 
Mstep: Class 24 contains 10632 members 
Mstep: Class 25 contains 4416 members 
Mstep: Class 26 contains 99801 members 
Mstep: Class 27 contains 43386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204276.000000 Penalty: 15916.265625
Iteration 59Q: 27 clusters Score -4.220428e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 112244 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79950 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 1027 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 43259 members 
Mstep: Class 14 contains 74592 members 
Mstep: Class 15 contains 30405 members 
Mstep: Class 16 contains 37130 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 39851 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 20 contains 22710 members 
Mstep: Class 21 contains 949 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 41787 members 
Mstep: Class 24 contains 10629 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 100125 members 
Mstep: Class 27 contains 43441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207588.000000 Penalty: 15916.265625
Iteration 60F: 27 clusters Score -4.220759e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 115425 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 77212 members 
Mstep: Class 10 contains 8831 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 43249 members 
Mstep: Class 14 contains 73462 members 
Mstep: Class 15 contains 30400 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 39512 members 
Mstep: Class 19 contains 1287 members 
Mstep: Class 20 contains 22688 members 
Mstep: Class 21 contains 950 members 
Mstep: Class 22 contains 22726 members 
Mstep: Class 23 contains 41366 members 
Mstep: Class 24 contains 10617 members 
Mstep: Class 25 contains 4551 members 
Mstep: Class 26 contains 100228 members 
Mstep: Class 27 contains 43472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207424.000000 Penalty: 15916.265625
Iteration 61Q: 27 clusters Score -4.220742e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 117572 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 75240 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 43260 members 
Mstep: Class 14 contains 72495 members 
Mstep: Class 15 contains 30405 members 
Mstep: Class 16 contains 38027 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 39367 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 22661 members 
Mstep: Class 21 contains 949 members 
Mstep: Class 22 contains 22892 members 
Mstep: Class 23 contains 40917 members 
Mstep: Class 24 contains 10592 members 
Mstep: Class 25 contains 4632 members 
Mstep: Class 26 contains 100370 members 
Mstep: Class 27 contains 43496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207308.000000 Penalty: 15916.265625
Iteration 62Q: 27 clusters Score -4.220731e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 119552 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 73859 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 13 contains 43255 members 
Mstep: Class 14 contains 71341 members 
Mstep: Class 15 contains 30420 members 
Mstep: Class 16 contains 38545 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 39310 members 
Mstep: Class 19 contains 1340 members 
Mstep: Class 20 contains 22649 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 22983 members 
Mstep: Class 23 contains 40362 members 
Mstep: Class 24 contains 10563 members 
Mstep: Class 25 contains 4703 members 
Mstep: Class 26 contains 100407 members 
Mstep: Class 27 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207184.000000 Penalty: 15916.265625
Iteration 63Q: 27 clusters Score -4.220718e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 121671 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 72752 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 43274 members 
Mstep: Class 14 contains 69917 members 
Mstep: Class 15 contains 30420 members 
Mstep: Class 16 contains 39165 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 39306 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 22638 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 23052 members 
Mstep: Class 23 contains 39763 members 
Mstep: Class 24 contains 10521 members 
Mstep: Class 25 contains 4773 members 
Mstep: Class 26 contains 100280 members 
Mstep: Class 27 contains 43548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207032.000000 Penalty: 15916.265625
Iteration 64Q: 27 clusters Score -4.220703e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 123997 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 71893 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 43299 members 
Mstep: Class 14 contains 68106 members 
Mstep: Class 15 contains 30405 members 
Mstep: Class 16 contains 39783 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 39308 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 22611 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 23043 members 
Mstep: Class 23 contains 39151 members 
Mstep: Class 24 contains 10490 members 
Mstep: Class 25 contains 4852 members 
Mstep: Class 26 contains 100183 members 
Mstep: Class 27 contains 43564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42206300.000000 Penalty: 15916.265625
Iteration 65Q: 27 clusters Score -4.22063e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 126262 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 120 members 
Mstep: Class 9 contains 71046 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 1038 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 43326 members 
Mstep: Class 14 contains 66265 members 
Mstep: Class 15 contains 30395 members 
Mstep: Class 16 contains 40447 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 39353 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 22582 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 23042 members 
Mstep: Class 23 contains 38472 members 
Mstep: Class 24 contains 10463 members 
Mstep: Class 25 contains 4933 members 
Mstep: Class 26 contains 100111 members 
Mstep: Class 27 contains 43572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42205420.000000 Penalty: 15916.265625
Iteration 66Q: 27 clusters Score -4.220542e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 128225 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 120 members 
Mstep: Class 9 contains 70184 members 
Mstep: Class 10 contains 11588 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 2693 members 
Mstep: Class 13 contains 43336 members 
Mstep: Class 14 contains 64606 members 
Mstep: Class 15 contains 30377 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 39390 members 
Mstep: Class 19 contains 1385 members 
Mstep: Class 20 contains 22573 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 23023 members 
Mstep: Class 23 contains 37863 members 
Mstep: Class 24 contains 10421 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 100092 members 
Mstep: Class 27 contains 43569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203892.000000 Penalty: 15916.265625
Iteration 67Q: 27 clusters Score -4.220389e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 129692 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 120 members 
Mstep: Class 9 contains 69354 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 2750 members 
Mstep: Class 13 contains 43352 members 
Mstep: Class 14 contains 63068 members 
Mstep: Class 15 contains 30339 members 
Mstep: Class 16 contains 41885 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 39491 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 22552 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 23025 members 
Mstep: Class 23 contains 37327 members 
Mstep: Class 24 contains 10393 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 100138 members 
Mstep: Class 27 contains 43554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202452.000000 Penalty: 15916.265625
Iteration 68Q: 27 clusters Score -4.220245e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 5 contains 130365 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 120 members 
Mstep: Class 9 contains 68547 members 
Mstep: Class 10 contains 12661 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 2814 members 
Mstep: Class 13 contains 43400 members 
Mstep: Class 14 contains 61810 members 
Mstep: Class 15 contains 30309 members 
Mstep: Class 16 contains 42733 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 22526 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 23004 members 
Mstep: Class 23 contains 36848 members 
Mstep: Class 24 contains 10361 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 100313 members 
Mstep: Class 27 contains 43527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200408.000000 Penalty: 15916.265625
Iteration 69Q: 27 clusters Score -4.220041e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5148 members 
Mstep: Class 5 contains 130275 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 67801 members 
Mstep: Class 10 contains 13148 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 2871 members 
Mstep: Class 13 contains 43456 members 
Mstep: Class 14 contains 61004 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 43629 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 40109 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 22478 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 22976 members 
Mstep: Class 23 contains 36426 members 
Mstep: Class 24 contains 10316 members 
Mstep: Class 25 contains 5305 members 
Mstep: Class 26 contains 100563 members 
Mstep: Class 27 contains 43506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198872.000000 Penalty: 15916.265625
Iteration 70Q: 27 clusters Score -4.219887e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 129434 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 67198 members 
Mstep: Class 10 contains 13592 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 43511 members 
Mstep: Class 14 contains 60734 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 44546 members 
Mstep: Class 17 contains 3151 members 
Mstep: Class 18 contains 40578 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 22442 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 22900 members 
Mstep: Class 23 contains 36067 members 
Mstep: Class 24 contains 10273 members 
Mstep: Class 25 contains 5424 members 
Mstep: Class 26 contains 100778 members 
Mstep: Class 27 contains 43481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198144.000000 Penalty: 15916.265625
Iteration 71Q: 27 clusters Score -4.219814e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5304 members 
Mstep: Class 5 contains 127993 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 66722 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 43574 members 
Mstep: Class 14 contains 60946 members 
Mstep: Class 15 contains 30179 members 
Mstep: Class 16 contains 45409 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 41116 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 22387 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 22782 members 
Mstep: Class 23 contains 35791 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 5563 members 
Mstep: Class 26 contains 100998 members 
Mstep: Class 27 contains 43462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197928.000000 Penalty: 15916.265625
Iteration 72Q: 27 clusters Score -4.219793e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 126257 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 66273 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 43621 members 
Mstep: Class 14 contains 61411 members 
Mstep: Class 15 contains 30119 members 
Mstep: Class 16 contains 46237 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 41798 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 22363 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 22623 members 
Mstep: Class 23 contains 35546 members 
Mstep: Class 24 contains 10200 members 
Mstep: Class 25 contains 5726 members 
Mstep: Class 26 contains 101178 members 
Mstep: Class 27 contains 43418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198244.000000 Penalty: 15916.265625
Iteration 73Q: 27 clusters Score -4.219824e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 124232 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 65886 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 43682 members 
Mstep: Class 14 contains 62134 members 
Mstep: Class 15 contains 30068 members 
Mstep: Class 16 contains 47124 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 42582 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 22352 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 22408 members 
Mstep: Class 23 contains 35313 members 
Mstep: Class 24 contains 10166 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 101254 members 
Mstep: Class 27 contains 43368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198748.000000 Penalty: 15916.265625
Iteration 74Q: 27 clusters Score -4.219875e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5552 members 
Mstep: Class 5 contains 122128 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 65521 members 
Mstep: Class 10 contains 14861 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 43755 members 
Mstep: Class 14 contains 63063 members 
Mstep: Class 15 contains 30003 members 
Mstep: Class 16 contains 48005 members 
Mstep: Class 17 contains 3151 members 
Mstep: Class 18 contains 43392 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 22324 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 35119 members 
Mstep: Class 24 contains 10128 members 
Mstep: Class 25 contains 6009 members 
Mstep: Class 26 contains 101196 members 
Mstep: Class 27 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198776.000000 Penalty: 15916.265625
Iteration 75Q: 27 clusters Score -4.219878e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 119962 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 915 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 65086 members 
Mstep: Class 10 contains 15031 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 43794 members 
Mstep: Class 14 contains 64237 members 
Mstep: Class 15 contains 29944 members 
Mstep: Class 16 contains 48905 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 44194 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 22277 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 21948 members 
Mstep: Class 23 contains 34941 members 
Mstep: Class 24 contains 10093 members 
Mstep: Class 25 contains 6157 members 
Mstep: Class 26 contains 101085 members 
Mstep: Class 27 contains 43267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199412.000000 Penalty: 15916.265625
Iteration 76Q: 27 clusters Score -4.219941e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 117766 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 915 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 64640 members 
Mstep: Class 10 contains 15133 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 43833 members 
Mstep: Class 14 contains 65685 members 
Mstep: Class 15 contains 29896 members 
Mstep: Class 16 contains 49751 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 44877 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 22213 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 21687 members 
Mstep: Class 23 contains 34817 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 6323 members 
Mstep: Class 26 contains 100931 members 
Mstep: Class 27 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200072.000000 Penalty: 15916.265625
Iteration 77Q: 27 clusters Score -4.220007e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 115629 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 64195 members 
Mstep: Class 10 contains 15191 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 43864 members 
Mstep: Class 14 contains 67257 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 50625 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 45437 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 21400 members 
Mstep: Class 23 contains 34708 members 
Mstep: Class 24 contains 10019 members 
Mstep: Class 25 contains 6492 members 
Mstep: Class 26 contains 100738 members 
Mstep: Class 27 contains 43189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42201044.000000 Penalty: 15916.265625
Iteration 78Q: 27 clusters Score -4.220104e+07 nChanged 5975
Entering ConstructFrom: 
Score: -42201044.000000 Penalty: 15916.265625
Entering ConstructFrom: 
Trying to split cluster 1 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -381159.593750 Penalty: 397.231720
	Iteration 0F: 2 clusters Score -381159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -377041.593750 Penalty: 794.463440
	Iteration 0F: 3 clusters Score -377041.6 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -378822.968750 Penalty: 794.463440
	Iteration 1F: 3 clusters Score -378823 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -379219.843750 Penalty: 794.463440
	Iteration 2F: 3 clusters Score -379219.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -379637.093750 Penalty: 794.463440
	Iteration 3F: 3 clusters Score -379637.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -379980.406250 Penalty: 794.463440
	Iteration 4F: 3 clusters Score -379980.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -380196.031250 Penalty: 794.463440
	Iteration 5F: 3 clusters Score -380196 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -380315.093750 Penalty: 794.463440
	Iteration 6Q: 3 clusters Score -380315.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -380388.343750 Penalty: 794.463440
	Iteration 7Q: 3 clusters Score -380388.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -380440.906250 Penalty: 794.463440
	Iteration 8Q: 3 clusters Score -380440.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -380473.312500 Penalty: 794.463440
	Iteration 9Q: 3 clusters Score -380473.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -380498.562500 Penalty: 794.463440
	Iteration 10Q: 3 clusters Score -380498.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -380521.406250 Penalty: 794.463440
	Iteration 11Q: 3 clusters Score -380521.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -380542.343750 Penalty: 794.463440
	Iteration 12Q: 3 clusters Score -380542.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -380560.156250 Penalty: 794.463440
	Iteration 13Q: 3 clusters Score -380560.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -380577.250000 Penalty: 794.463440
	Iteration 14Q: 3 clusters Score -380577.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -380597.687500 Penalty: 794.463440
	Iteration 15Q: 3 clusters Score -380597.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -380620.125000 Penalty: 794.463440
	Iteration 16Q: 3 clusters Score -380620.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -380640.750000 Penalty: 794.463440
	Iteration 17Q: 3 clusters Score -380640.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -380663.562500 Penalty: 794.463440
	Iteration 18Q: 3 clusters Score -380663.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -380680.531250 Penalty: 794.463440
	Iteration 19Q: 3 clusters Score -380680.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -380693.281250 Penalty: 794.463440
	Iteration 20F: 3 clusters Score -380693.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -380710.156250 Penalty: 794.463440
	Iteration 21Q: 3 clusters Score -380710.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -380728.937500 Penalty: 794.463440
	Iteration 22Q: 3 clusters Score -380728.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -380745.781250 Penalty: 794.463440
	Iteration 23Q: 3 clusters Score -380745.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -380762.031250 Penalty: 794.463440
	Iteration 24Q: 3 clusters Score -380762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -380776.687500 Penalty: 794.463440
	Iteration 25Q: 3 clusters Score -380776.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -380787.062500 Penalty: 794.463440
	Iteration 26Q: 3 clusters Score -380787.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -380795.437500 Penalty: 794.463440
	Iteration 27Q: 3 clusters Score -380795.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -380803.812500 Penalty: 794.463440
	Iteration 28Q: 3 clusters Score -380803.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -380809.906250 Penalty: 794.463440
	Iteration 29Q: 3 clusters Score -380809.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -380816.906250 Penalty: 794.463440
	Iteration 30Q: 3 clusters Score -380816.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -380822.843750 Penalty: 794.463440
	Iteration 31Q: 3 clusters Score -380822.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -380831.468750 Penalty: 794.463440
	Iteration 32Q: 3 clusters Score -380831.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -380840.218750 Penalty: 794.463440
	Iteration 33Q: 3 clusters Score -380840.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -380849.312500 Penalty: 794.463440
	Iteration 34Q: 3 clusters Score -380849.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -380857.656250 Penalty: 794.463440
	Iteration 35Q: 3 clusters Score -380857.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -380864.437500 Penalty: 794.463440
	Iteration 36Q: 3 clusters Score -380864.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -380871.343750 Penalty: 794.463440
	Iteration 37Q: 3 clusters Score -380871.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -380875.843750 Penalty: 794.463440
	Iteration 38Q: 3 clusters Score -380875.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -380879.187500 Penalty: 794.463440
	Iteration 39Q: 3 clusters Score -380879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -380882.875000 Penalty: 794.463440
	Iteration 40F: 3 clusters Score -380882.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -380884.843750 Penalty: 794.463440
	Iteration 41Q: 3 clusters Score -380884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -380888.281250 Penalty: 794.463440
	Iteration 42Q: 3 clusters Score -380888.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -380889.593750 Penalty: 794.463440
	Iteration 43Q: 3 clusters Score -380889.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -380891.906250 Penalty: 794.463440
	Iteration 44Q: 3 clusters Score -380891.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -380894.625000 Penalty: 794.463440
	Iteration 45Q: 3 clusters Score -380894.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -380895.281250 Penalty: 794.463440
	Iteration 46Q: 3 clusters Score -380895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -380896.406250 Penalty: 794.463440
	Iteration 47Q: 3 clusters Score -380896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -380897.343750 Penalty: 794.463440
	Iteration 48Q: 3 clusters Score -380897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -380898.812500 Penalty: 794.463440
	Iteration 49Q: 3 clusters Score -380898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -380899.156250 Penalty: 794.463440
	Iteration 50Q: 3 clusters Score -380899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -380901.031250 Penalty: 794.463440
	Iteration 51Q: 3 clusters Score -380901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -380902.125000 Penalty: 794.463440
	Iteration 52Q: 3 clusters Score -380902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -380903.000000 Penalty: 794.463440
	Iteration 53Q: 3 clusters Score -380903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -380903.125000 Penalty: 794.463440
	Iteration 54Q: 3 clusters Score -380903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -380902.656250 Penalty: 794.463440
	Iteration 55Q: 3 clusters Score -380902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -380903.218750 Penalty: 794.463440
	Iteration 56Q: 3 clusters Score -380903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -380903.875000 Penalty: 794.463440
	Iteration 57Q: 3 clusters Score -380903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -380903.937500 Penalty: 794.463440
	Iteration 58Q: 3 clusters Score -380903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -380905.187500 Penalty: 794.463440
	Iteration 59Q: 3 clusters Score -380905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -380905.687500 Penalty: 794.463440
	Iteration 60F: 3 clusters Score -380905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -380905.968750 Penalty: 794.463440
	Iteration 61Q: 3 clusters Score -380906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -380906.125000 Penalty: 794.463440
	Iteration 62Q: 3 clusters Score -380906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -380906.125000 Penalty: 794.463440
	Iteration 63Q: 3 clusters Score -380906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -380906.000000 Penalty: 794.463440
	Iteration 64Q: 3 clusters Score -380906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -380906.000000 Penalty: 794.463440
	Iteration 65F: 3 clusters Score -380906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1761.547729 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1761.548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1800.370117 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1800.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1804.502930 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1804.503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1804.502930 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1804.503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -381804.406250 Penalty: 395.055481
	Iteration 0F: 2 clusters Score -381804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -377835.781250 Penalty: 790.110962
	Iteration 0F: 3 clusters Score -377835.8 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -379491.937500 Penalty: 790.110962
	Iteration 1F: 3 clusters Score -379491.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -379773.906250 Penalty: 790.110962
	Iteration 2F: 3 clusters Score -379773.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -380199.812500 Penalty: 790.110962
	Iteration 3F: 3 clusters Score -380199.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -380644.562500 Penalty: 790.110962
	Iteration 4F: 3 clusters Score -380644.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -381038.937500 Penalty: 790.110962
	Iteration 5F: 3 clusters Score -381038.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -381267.375000 Penalty: 790.110962
	Iteration 6Q: 3 clusters Score -381267.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -381403.343750 Penalty: 790.110962
	Iteration 7Q: 3 clusters Score -381403.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -381466.656250 Penalty: 790.110962
	Iteration 8Q: 3 clusters Score -381466.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -381507.437500 Penalty: 790.110962
	Iteration 9Q: 3 clusters Score -381507.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -381546.625000 Penalty: 790.110962
	Iteration 10Q: 3 clusters Score -381546.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -381566.687500 Penalty: 790.110962
	Iteration 11Q: 3 clusters Score -381566.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -381574.500000 Penalty: 790.110962
	Iteration 12Q: 3 clusters Score -381574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -381579.562500 Penalty: 790.110962
	Iteration 13Q: 3 clusters Score -381579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -381585.187500 Penalty: 790.110962
	Iteration 14Q: 3 clusters Score -381585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -381589.093750 Penalty: 790.110962
	Iteration 15Q: 3 clusters Score -381589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -381593.468750 Penalty: 790.110962
	Iteration 16Q: 3 clusters Score -381593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -381595.093750 Penalty: 790.110962
	Iteration 17Q: 3 clusters Score -381595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -381595.593750 Penalty: 790.110962
	Iteration 18Q: 3 clusters Score -381595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -381600.500000 Penalty: 790.110962
	Iteration 19Q: 3 clusters Score -381600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -381606.531250 Penalty: 790.110962
	Iteration 20F: 3 clusters Score -381606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -381610.218750 Penalty: 790.110962
	Iteration 21Q: 3 clusters Score -381610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -381610.718750 Penalty: 790.110962
	Iteration 22Q: 3 clusters Score -381610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -381611.218750 Penalty: 790.110962
	Iteration 23Q: 3 clusters Score -381611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -381611.406250 Penalty: 790.110962
	Iteration 24Q: 3 clusters Score -381611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -381611.562500 Penalty: 790.110962
	Iteration 25Q: 3 clusters Score -381611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -381613.406250 Penalty: 790.110962
	Iteration 26Q: 3 clusters Score -381613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -381613.312500 Penalty: 790.110962
	Iteration 27Q: 3 clusters Score -381613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -381613.312500 Penalty: 790.110962
	Iteration 28F: 3 clusters Score -381613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (113539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Entering Unmasked Estep 
Score: -7112213.000000 Penalty: 529.615540
	Iteration 0F: 2 clusters Score -7112213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -7057590.000000 Penalty: 1059.231079
	Iteration 0F: 3 clusters Score -7057590 nChanged 55817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -7096710.500000 Penalty: 1059.231079
	Iteration 1F: 3 clusters Score -7096710 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -7102784.500000 Penalty: 1059.231079
	Iteration 2F: 3 clusters Score -7102784 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -7111652.500000 Penalty: 1059.231079
	Iteration 3F: 3 clusters Score -7111652 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -7118006.500000 Penalty: 1059.231079
	Iteration 4F: 3 clusters Score -7118006 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -7120284.000000 Penalty: 1059.231079
	Iteration 5F: 3 clusters Score -7120284 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -7120468.500000 Penalty: 1059.231079
	Iteration 6Q: 3 clusters Score -7120468 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -7119884.500000 Penalty: 1059.231079
	Iteration 7Q: 3 clusters Score -7119884 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -7119188.000000 Penalty: 1059.231079
	Iteration 8Q: 3 clusters Score -7119188 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -7118347.500000 Penalty: 1059.231079
	Iteration 9Q: 3 clusters Score -7118348 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -7117570.500000 Penalty: 1059.231079
	Iteration 10Q: 3 clusters Score -7117570 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -7116924.500000 Penalty: 1059.231079
	Iteration 11Q: 3 clusters Score -7116924 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -7116351.500000 Penalty: 1059.231079
	Iteration 12Q: 3 clusters Score -7116352 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -7115773.000000 Penalty: 1059.231079
	Iteration 13Q: 3 clusters Score -7115773 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -7115432.500000 Penalty: 1059.231079
	Iteration 14Q: 3 clusters Score -7115432 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -7115096.000000 Penalty: 1059.231079
	Iteration 15Q: 3 clusters Score -7115096 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -7114782.000000 Penalty: 1059.231079
	Iteration 16Q: 3 clusters Score -7114782 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -7114542.500000 Penalty: 1059.231079
	Iteration 17Q: 3 clusters Score -7114542 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -7114255.000000 Penalty: 1059.231079
	Iteration 18Q: 3 clusters Score -7114255 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -7113989.500000 Penalty: 1059.231079
	Iteration 19Q: 3 clusters Score -7113990 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 109285 members 
Entering Unmasked Estep 
Score: -7113820.500000 Penalty: 1059.231079
	Iteration 20F: 3 clusters Score -7113820 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 109691 members 
Entering Unmasked Estep 
Score: -7113706.000000 Penalty: 1059.231079
	Iteration 21Q: 3 clusters Score -7113706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -7113656.500000 Penalty: 1059.231079
	Iteration 22Q: 3 clusters Score -7113656 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -7113581.500000 Penalty: 1059.231079
	Iteration 23Q: 3 clusters Score -7113582 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -7113451.000000 Penalty: 1059.231079
	Iteration 24Q: 3 clusters Score -7113451 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -7113397.000000 Penalty: 1059.231079
	Iteration 25Q: 3 clusters Score -7113397 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -7113296.500000 Penalty: 1059.231079
	Iteration 26Q: 3 clusters Score -7113296 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 111334 members 
Entering Unmasked Estep 
Score: -7113107.000000 Penalty: 1059.231079
	Iteration 27Q: 3 clusters Score -7113107 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -7113085.500000 Penalty: 1059.231079
	Iteration 28Q: 3 clusters Score -7113086 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 111686 members 
Entering Unmasked Estep 
Score: -7112984.000000 Penalty: 1059.231079
	Iteration 29Q: 3 clusters Score -7112984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -7112920.000000 Penalty: 1059.231079
	Iteration 30Q: 3 clusters Score -7112920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -7112869.500000 Penalty: 1059.231079
	Iteration 31Q: 3 clusters Score -7112870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -7112813.000000 Penalty: 1059.231079
	Iteration 32Q: 3 clusters Score -7112813 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -7112744.500000 Penalty: 1059.231079
	Iteration 33Q: 3 clusters Score -7112744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -7112675.000000 Penalty: 1059.231079
	Iteration 34Q: 3 clusters Score -7112675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -7112651.500000 Penalty: 1059.231079
	Iteration 35Q: 3 clusters Score -7112652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 112422 members 
Entering Unmasked Estep 
Score: -7112673.000000 Penalty: 1059.231079
	Iteration 36Q: 3 clusters Score -7112673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -7112666.000000 Penalty: 1059.231079
	Iteration 37Q: 3 clusters Score -7112666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -7112652.000000 Penalty: 1059.231079
	Iteration 38Q: 3 clusters Score -7112652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -7112606.000000 Penalty: 1059.231079
	Iteration 39Q: 3 clusters Score -7112606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 112658 members 
Entering Unmasked Estep 
Score: -7112584.000000 Penalty: 1059.231079
	Iteration 40F: 3 clusters Score -7112584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 112689 members 
Entering Unmasked Estep 
Score: -7112568.500000 Penalty: 1059.231079
	Iteration 41Q: 3 clusters Score -7112568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 112713 members 
Entering Unmasked Estep 
Score: -7112542.500000 Penalty: 1059.231079
	Iteration 42Q: 3 clusters Score -7112542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -7112519.000000 Penalty: 1059.231079
	Iteration 43Q: 3 clusters Score -7112519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -7112514.500000 Penalty: 1059.231079
	Iteration 44Q: 3 clusters Score -7112514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 112765 members 
Entering Unmasked Estep 
Score: -7112499.500000 Penalty: 1059.231079
	Iteration 45Q: 3 clusters Score -7112500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
Score: -7112483.500000 Penalty: 1059.231079
	Iteration 46Q: 3 clusters Score -7112484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -7112488.000000 Penalty: 1059.231079
	Iteration 47Q: 3 clusters Score -7112488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 112812 members 
Entering Unmasked Estep 
Score: -7112476.500000 Penalty: 1059.231079
	Iteration 48Q: 3 clusters Score -7112476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 112821 members 
Entering Unmasked Estep 
Score: -7112474.000000 Penalty: 1059.231079
	Iteration 49Q: 3 clusters Score -7112474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -7112474.500000 Penalty: 1059.231079
	Iteration 50Q: 3 clusters Score -7112474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -7112459.500000 Penalty: 1059.231079
	Iteration 51Q: 3 clusters Score -7112460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 112849 members 
Entering Unmasked Estep 
Score: -7112464.000000 Penalty: 1059.231079
	Iteration 52Q: 3 clusters Score -7112464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 112851 members 
Entering Unmasked Estep 
Score: -7112458.500000 Penalty: 1059.231079
	Iteration 53Q: 3 clusters Score -7112458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -7112462.000000 Penalty: 1059.231079
	Iteration 54Q: 3 clusters Score -7112462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -7112462.500000 Penalty: 1059.231079
	Iteration 55Q: 3 clusters Score -7112462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -7112458.000000 Penalty: 1059.231079
	Iteration 56Q: 3 clusters Score -7112458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -7112445.000000 Penalty: 1059.231079
	Iteration 57Q: 3 clusters Score -7112445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -7112431.000000 Penalty: 1059.231079
	Iteration 58Q: 3 clusters Score -7112431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -7112440.000000 Penalty: 1059.231079
	Iteration 59Q: 3 clusters Score -7112440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -7112429.000000 Penalty: 1059.231079
	Iteration 60F: 3 clusters Score -7112429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -7112437.500000 Penalty: 1059.231079
	Iteration 61Q: 3 clusters Score -7112438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -7112432.500000 Penalty: 1059.231079
	Iteration 62Q: 3 clusters Score -7112432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -7112435.000000 Penalty: 1059.231079
	Iteration 63Q: 3 clusters Score -7112435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -7112432.000000 Penalty: 1059.231079
	Iteration 64Q: 3 clusters Score -7112432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -7112422.500000 Penalty: 1059.231079
	Iteration 65Q: 3 clusters Score -7112422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -7112428.000000 Penalty: 1059.231079
	Iteration 66Q: 3 clusters Score -7112428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 112903 members 
Entering Unmasked Estep 
Score: -7112437.500000 Penalty: 1059.231079
	Iteration 67Q: 3 clusters Score -7112438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -7112449.000000 Penalty: 1059.231079
	Iteration 68Q: 3 clusters Score -7112449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -7112450.000000 Penalty: 1059.231079
	Iteration 69Q: 3 clusters Score -7112450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 112912 members 
Entering Unmasked Estep 
Score: -7112440.000000 Penalty: 1059.231079
	Iteration 70Q: 3 clusters Score -7112440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -7112447.000000 Penalty: 1059.231079
	Iteration 71Q: 3 clusters Score -7112447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -7112439.000000 Penalty: 1059.231079
	Iteration 72Q: 3 clusters Score -7112439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -7112447.000000 Penalty: 1059.231079
	Iteration 73Q: 3 clusters Score -7112447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -7112445.000000 Penalty: 1059.231079
	Iteration 74Q: 3 clusters Score -7112445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -7112451.000000 Penalty: 1059.231079
	Iteration 75Q: 3 clusters Score -7112451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -7112451.000000 Penalty: 1059.231079
	Iteration 76F: 3 clusters Score -7112451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 112920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 915 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63855 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 68927 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 22134 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 21081 members 
Mstep: Class 23 contains 34611 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 100403 members 
Mstep: Class 27 contains 43152 members 
Entering Unmasked Estep 
Score: -42201456.000000 Penalty: 16528.429688
Splitting cluster 5 changes total score from -42201044.000000 to -42201456.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -180306.140625 Penalty: 366.840698
	Iteration 0F: 2 clusters Score -180306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -178099.984375 Penalty: 733.681396
	Iteration 0F: 3 clusters Score -178100 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -178837.484375 Penalty: 733.681396
	Iteration 1F: 3 clusters Score -178837.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -178917.890625 Penalty: 733.681396
	Iteration 2F: 3 clusters Score -178917.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -178988.015625 Penalty: 733.681396
	Iteration 3Q: 3 clusters Score -178988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -179062.281250 Penalty: 733.681396
	Iteration 4Q: 3 clusters Score -179062.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -179152.593750 Penalty: 733.681396
	Iteration 5Q: 3 clusters Score -179152.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -179254.828125 Penalty: 733.681396
	Iteration 6F: 3 clusters Score -179254.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -179353.468750 Penalty: 733.681396
	Iteration 7F: 3 clusters Score -179353.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -179469.062500 Penalty: 733.681396
	Iteration 8F: 3 clusters Score -179469.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -179584.093750 Penalty: 733.681396
	Iteration 9Q: 3 clusters Score -179584.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -179683.421875 Penalty: 733.681396
	Iteration 10Q: 3 clusters Score -179683.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -179749.875000 Penalty: 733.681396
	Iteration 11Q: 3 clusters Score -179749.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -179791.812500 Penalty: 733.681396
	Iteration 12Q: 3 clusters Score -179791.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -179829.593750 Penalty: 733.681396
	Iteration 13Q: 3 clusters Score -179829.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -179850.953125 Penalty: 733.681396
	Iteration 14Q: 3 clusters Score -179851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -179865.796875 Penalty: 733.681396
	Iteration 15Q: 3 clusters Score -179865.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -179880.468750 Penalty: 733.681396
	Iteration 16Q: 3 clusters Score -179880.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -179899.921875 Penalty: 733.681396
	Iteration 17Q: 3 clusters Score -179899.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -179923.359375 Penalty: 733.681396
	Iteration 18Q: 3 clusters Score -179923.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -179939.718750 Penalty: 733.681396
	Iteration 19Q: 3 clusters Score -179939.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -179955.718750 Penalty: 733.681396
	Iteration 20F: 3 clusters Score -179955.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -179965.156250 Penalty: 733.681396
	Iteration 21Q: 3 clusters Score -179965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -179973.218750 Penalty: 733.681396
	Iteration 22Q: 3 clusters Score -179973.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -179979.921875 Penalty: 733.681396
	Iteration 23Q: 3 clusters Score -179979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -179985.500000 Penalty: 733.681396
	Iteration 24Q: 3 clusters Score -179985.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -179989.296875 Penalty: 733.681396
	Iteration 25Q: 3 clusters Score -179989.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -179992.609375 Penalty: 733.681396
	Iteration 26Q: 3 clusters Score -179992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -179996.187500 Penalty: 733.681396
	Iteration 27Q: 3 clusters Score -179996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -179999.625000 Penalty: 733.681396
	Iteration 28Q: 3 clusters Score -179999.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -180002.796875 Penalty: 733.681396
	Iteration 29Q: 3 clusters Score -180002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -180004.531250 Penalty: 733.681396
	Iteration 30Q: 3 clusters Score -180004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -180005.968750 Penalty: 733.681396
	Iteration 31Q: 3 clusters Score -180006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -180007.140625 Penalty: 733.681396
	Iteration 32Q: 3 clusters Score -180007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -180007.640625 Penalty: 733.681396
	Iteration 33Q: 3 clusters Score -180007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -180008.609375 Penalty: 733.681396
	Iteration 34Q: 3 clusters Score -180008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -180009.312500 Penalty: 733.681396
	Iteration 35Q: 3 clusters Score -180009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -180009.781250 Penalty: 733.681396
	Iteration 36Q: 3 clusters Score -180009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -180009.937500 Penalty: 733.681396
	Iteration 37Q: 3 clusters Score -180009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -180009.937500 Penalty: 733.681396
	Iteration 38F: 3 clusters Score -180009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -51746.660156 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -51746.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -50971.753906 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -50971.75 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -51192.257812 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -51192.26 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -51252.328125 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -51252.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -51320.644531 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -51320.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -51389.324219 Penalty: 620.522095
	Iteration 4F: 3 clusters Score -51389.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -51438.332031 Penalty: 620.522095
	Iteration 5F: 3 clusters Score -51438.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -51469.929688 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -51469.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -51487.113281 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -51487.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -51501.910156 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -51501.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -51518.242188 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -51518.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -51535.667969 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -51535.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -51557.273438 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -51557.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -51589.519531 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -51589.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -51623.636719 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -51623.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -51655.773438 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -51655.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -51692.578125 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -51692.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -51730.949219 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -51730.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -51774.250000 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -51774.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -51825.195312 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -51825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -51861.019531 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -51861.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -51884.515625 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -51884.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -51897.972656 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -51897.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -51901.425781 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -51901.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -51903.453125 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -51903.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -51905.261719 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -51905.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -51910.550781 Penalty: 620.522095
	Iteration 25Q: 3 clusters Score -51910.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -51913.308594 Penalty: 620.522095
	Iteration 26Q: 3 clusters Score -51913.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -51914.507812 Penalty: 620.522095
	Iteration 27Q: 3 clusters Score -51914.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -51914.507812 Penalty: 620.522095
	Iteration 28F: 3 clusters Score -51914.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 112920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 205 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63855 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 68927 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 22134 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 21081 members 
Mstep: Class 23 contains 34611 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 100403 members 
Mstep: Class 27 contains 43152 members 
Mstep: Class 28 contains 710 members 
Entering Unmasked Estep 
Score: -42201320.000000 Penalty: 17140.593750
Splitting cluster 7 changes total score from -42201044.000000 to -42201320.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4707.160645 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4707.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4501.455566 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4501.456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4573.868652 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4573.869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4603.697266 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4603.697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4623.125977 Penalty: 437.165894
	Iteration 3F: 3 clusters Score -4623.126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4636.336426 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4636.336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4642.747070 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4642.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4654.905762 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4654.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4661.384277 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -4661.384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4666.564453 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -4666.564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4666.564453 Penalty: 437.165894
	Iteration 9F: 3 clusters Score -4666.564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Entering Unmasked Estep 
Score: -3983782.500000 Penalty: 503.428833
	Iteration 0F: 2 clusters Score -3983782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3940806.750000 Penalty: 1006.857666
	Iteration 0F: 3 clusters Score -3940807 nChanged 31068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3959414.500000 Penalty: 1006.857666
	Iteration 1F: 3 clusters Score -3959414 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3960233.000000 Penalty: 1006.857666
	Iteration 2Q: 3 clusters Score -3960233 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -3961530.000000 Penalty: 1006.857666
	Iteration 3Q: 3 clusters Score -3961530 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -3963310.000000 Penalty: 1006.857666
	Iteration 4F: 3 clusters Score -3963310 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3965878.500000 Penalty: 1006.857666
	Iteration 5F: 3 clusters Score -3965878 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -3969409.500000 Penalty: 1006.857666
	Iteration 6F: 3 clusters Score -3969410 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -3972945.250000 Penalty: 1006.857666
	Iteration 7F: 3 clusters Score -3972945 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -3974648.500000 Penalty: 1006.857666
	Iteration 8Q: 3 clusters Score -3974648 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -3975287.000000 Penalty: 1006.857666
	Iteration 9Q: 3 clusters Score -3975287 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -3975661.250000 Penalty: 1006.857666
	Iteration 10Q: 3 clusters Score -3975661 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -3975903.750000 Penalty: 1006.857666
	Iteration 11Q: 3 clusters Score -3975904 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -3976118.750000 Penalty: 1006.857666
	Iteration 12Q: 3 clusters Score -3976119 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -3976346.000000 Penalty: 1006.857666
	Iteration 13Q: 3 clusters Score -3976346 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -3976528.000000 Penalty: 1006.857666
	Iteration 14Q: 3 clusters Score -3976528 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -3976663.250000 Penalty: 1006.857666
	Iteration 15Q: 3 clusters Score -3976663 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -3976783.500000 Penalty: 1006.857666
	Iteration 16Q: 3 clusters Score -3976784 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -3976872.250000 Penalty: 1006.857666
	Iteration 17Q: 3 clusters Score -3976872 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -3977009.000000 Penalty: 1006.857666
	Iteration 18Q: 3 clusters Score -3977009 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -3977129.750000 Penalty: 1006.857666
	Iteration 19Q: 3 clusters Score -3977130 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -3977288.750000 Penalty: 1006.857666
	Iteration 20F: 3 clusters Score -3977289 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -3977430.750000 Penalty: 1006.857666
	Iteration 21Q: 3 clusters Score -3977431 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -3977567.750000 Penalty: 1006.857666
	Iteration 22Q: 3 clusters Score -3977568 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -3977762.500000 Penalty: 1006.857666
	Iteration 23Q: 3 clusters Score -3977762 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -3977991.000000 Penalty: 1006.857666
	Iteration 24Q: 3 clusters Score -3977991 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -3978221.500000 Penalty: 1006.857666
	Iteration 25Q: 3 clusters Score -3978222 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -3978424.500000 Penalty: 1006.857666
	Iteration 26Q: 3 clusters Score -3978424 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -3978661.000000 Penalty: 1006.857666
	Iteration 27Q: 3 clusters Score -3978661 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -3978901.000000 Penalty: 1006.857666
	Iteration 28Q: 3 clusters Score -3978901 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -3979153.750000 Penalty: 1006.857666
	Iteration 29Q: 3 clusters Score -3979154 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -3979403.500000 Penalty: 1006.857666
	Iteration 30Q: 3 clusters Score -3979404 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -3979639.000000 Penalty: 1006.857666
	Iteration 31Q: 3 clusters Score -3979639 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -3979868.250000 Penalty: 1006.857666
	Iteration 32Q: 3 clusters Score -3979868 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -3980129.250000 Penalty: 1006.857666
	Iteration 33Q: 3 clusters Score -3980129 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -3980388.000000 Penalty: 1006.857666
	Iteration 34Q: 3 clusters Score -3980388 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -3980657.500000 Penalty: 1006.857666
	Iteration 35Q: 3 clusters Score -3980658 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -3980910.250000 Penalty: 1006.857666
	Iteration 36Q: 3 clusters Score -3980910 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -3981170.750000 Penalty: 1006.857666
	Iteration 37Q: 3 clusters Score -3981171 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -3981423.000000 Penalty: 1006.857666
	Iteration 38Q: 3 clusters Score -3981423 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -3981650.750000 Penalty: 1006.857666
	Iteration 39Q: 3 clusters Score -3981651 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -3981888.750000 Penalty: 1006.857666
	Iteration 40F: 3 clusters Score -3981889 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -3982099.000000 Penalty: 1006.857666
	Iteration 41Q: 3 clusters Score -3982099 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -3982293.000000 Penalty: 1006.857666
	Iteration 42Q: 3 clusters Score -3982293 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -3982448.500000 Penalty: 1006.857666
	Iteration 43Q: 3 clusters Score -3982448 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -3982583.250000 Penalty: 1006.857666
	Iteration 44Q: 3 clusters Score -3982583 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -3982698.750000 Penalty: 1006.857666
	Iteration 45Q: 3 clusters Score -3982699 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -3982805.750000 Penalty: 1006.857666
	Iteration 46Q: 3 clusters Score -3982806 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -3982882.250000 Penalty: 1006.857666
	Iteration 47Q: 3 clusters Score -3982882 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -3982958.750000 Penalty: 1006.857666
	Iteration 48Q: 3 clusters Score -3982959 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -3983028.000000 Penalty: 1006.857666
	Iteration 49Q: 3 clusters Score -3983028 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -3983077.000000 Penalty: 1006.857666
	Iteration 50Q: 3 clusters Score -3983077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -3983120.750000 Penalty: 1006.857666
	Iteration 51Q: 3 clusters Score -3983121 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -3983154.500000 Penalty: 1006.857666
	Iteration 52Q: 3 clusters Score -3983154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -3983178.500000 Penalty: 1006.857666
	Iteration 53Q: 3 clusters Score -3983178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -3983206.500000 Penalty: 1006.857666
	Iteration 54Q: 3 clusters Score -3983206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -3983224.250000 Penalty: 1006.857666
	Iteration 55Q: 3 clusters Score -3983224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -3983240.250000 Penalty: 1006.857666
	Iteration 56Q: 3 clusters Score -3983240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -3983262.000000 Penalty: 1006.857666
	Iteration 57Q: 3 clusters Score -3983262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -3983258.250000 Penalty: 1006.857666
	Iteration 58Q: 3 clusters Score -3983258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -3983271.250000 Penalty: 1006.857666
	Iteration 59Q: 3 clusters Score -3983271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -3983287.250000 Penalty: 1006.857666
	Iteration 60F: 3 clusters Score -3983287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -3983296.250000 Penalty: 1006.857666
	Iteration 61Q: 3 clusters Score -3983296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -3983315.000000 Penalty: 1006.857666
	Iteration 62Q: 3 clusters Score -3983315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -3983314.500000 Penalty: 1006.857666
	Iteration 63Q: 3 clusters Score -3983314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -3983320.000000 Penalty: 1006.857666
	Iteration 64Q: 3 clusters Score -3983320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -3983325.000000 Penalty: 1006.857666
	Iteration 65Q: 3 clusters Score -3983325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -3983332.750000 Penalty: 1006.857666
	Iteration 66Q: 3 clusters Score -3983333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -3983332.000000 Penalty: 1006.857666
	Iteration 67Q: 3 clusters Score -3983332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -3983335.250000 Penalty: 1006.857666
	Iteration 68Q: 3 clusters Score -3983335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -3983346.750000 Penalty: 1006.857666
	Iteration 69Q: 3 clusters Score -3983347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -3983351.250000 Penalty: 1006.857666
	Iteration 70Q: 3 clusters Score -3983351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -3983357.750000 Penalty: 1006.857666
	Iteration 71Q: 3 clusters Score -3983358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -3983364.750000 Penalty: 1006.857666
	Iteration 72Q: 3 clusters Score -3983365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -3983370.000000 Penalty: 1006.857666
	Iteration 73Q: 3 clusters Score -3983370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -3983371.250000 Penalty: 1006.857666
	Iteration 74Q: 3 clusters Score -3983371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -3983376.500000 Penalty: 1006.857666
	Iteration 75Q: 3 clusters Score -3983376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -3983374.750000 Penalty: 1006.857666
	Iteration 76Q: 3 clusters Score -3983375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -3983370.500000 Penalty: 1006.857666
	Iteration 77Q: 3 clusters Score -3983370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -3983378.000000 Penalty: 1006.857666
	Iteration 78Q: 3 clusters Score -3983378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -3983380.750000 Penalty: 1006.857666
	Iteration 79Q: 3 clusters Score -3983381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -3983380.500000 Penalty: 1006.857666
	Iteration 80F: 3 clusters Score -3983380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -3983378.000000 Penalty: 1006.857666
	Iteration 81Q: 3 clusters Score -3983378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -3983377.250000 Penalty: 1006.857666
	Iteration 82Q: 3 clusters Score -3983377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -3983377.250000 Penalty: 1006.857666
	Iteration 83F: 3 clusters Score -3983377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Entering Unmasked Estep 
Score: -957443.062500 Penalty: 438.118805
	Iteration 0F: 2 clusters Score -957443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -947404.062500 Penalty: 876.237610
	Iteration 0F: 3 clusters Score -947404.1 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -951781.187500 Penalty: 876.237610
	Iteration 1F: 3 clusters Score -951781.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -952361.000000 Penalty: 876.237610
	Iteration 2F: 3 clusters Score -952361 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -953154.875000 Penalty: 876.237610
	Iteration 3F: 3 clusters Score -953154.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -954165.000000 Penalty: 876.237610
	Iteration 4F: 3 clusters Score -954165 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -955119.125000 Penalty: 876.237610
	Iteration 5F: 3 clusters Score -955119.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -955767.375000 Penalty: 876.237610
	Iteration 6Q: 3 clusters Score -955767.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -956102.312500 Penalty: 876.237610
	Iteration 7Q: 3 clusters Score -956102.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -956306.875000 Penalty: 876.237610
	Iteration 8Q: 3 clusters Score -956306.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -956449.375000 Penalty: 876.237610
	Iteration 9Q: 3 clusters Score -956449.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -956557.187500 Penalty: 876.237610
	Iteration 10Q: 3 clusters Score -956557.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -956659.937500 Penalty: 876.237610
	Iteration 11Q: 3 clusters Score -956659.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -956755.875000 Penalty: 876.237610
	Iteration 12Q: 3 clusters Score -956755.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -956828.312500 Penalty: 876.237610
	Iteration 13Q: 3 clusters Score -956828.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -956881.000000 Penalty: 876.237610
	Iteration 14Q: 3 clusters Score -956881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -956932.187500 Penalty: 876.237610
	Iteration 15Q: 3 clusters Score -956932.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -956975.250000 Penalty: 876.237610
	Iteration 16Q: 3 clusters Score -956975.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -957006.312500 Penalty: 876.237610
	Iteration 17Q: 3 clusters Score -957006.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -957030.187500 Penalty: 876.237610
	Iteration 18Q: 3 clusters Score -957030.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -957048.000000 Penalty: 876.237610
	Iteration 19Q: 3 clusters Score -957048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -957062.000000 Penalty: 876.237610
	Iteration 20F: 3 clusters Score -957062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -957074.812500 Penalty: 876.237610
	Iteration 21Q: 3 clusters Score -957074.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -957082.437500 Penalty: 876.237610
	Iteration 22Q: 3 clusters Score -957082.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -957089.500000 Penalty: 876.237610
	Iteration 23Q: 3 clusters Score -957089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -957095.437500 Penalty: 876.237610
	Iteration 24Q: 3 clusters Score -957095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -957096.312500 Penalty: 876.237610
	Iteration 25Q: 3 clusters Score -957096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -957097.250000 Penalty: 876.237610
	Iteration 26Q: 3 clusters Score -957097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -957097.250000 Penalty: 876.237610
	Iteration 27Q: 3 clusters Score -957097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -957099.250000 Penalty: 876.237610
	Iteration 28Q: 3 clusters Score -957099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -957101.687500 Penalty: 876.237610
	Iteration 29Q: 3 clusters Score -957101.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -957104.000000 Penalty: 876.237610
	Iteration 30Q: 3 clusters Score -957104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -957106.500000 Penalty: 876.237610
	Iteration 31Q: 3 clusters Score -957106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -957108.312500 Penalty: 876.237610
	Iteration 32Q: 3 clusters Score -957108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -957109.937500 Penalty: 876.237610
	Iteration 33Q: 3 clusters Score -957109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -957111.562500 Penalty: 876.237610
	Iteration 34Q: 3 clusters Score -957111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -957112.375000 Penalty: 876.237610
	Iteration 35Q: 3 clusters Score -957112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -957112.562500 Penalty: 876.237610
	Iteration 36Q: 3 clusters Score -957112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -957112.312500 Penalty: 876.237610
	Iteration 37Q: 3 clusters Score -957112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -957112.312500 Penalty: 876.237610
	Iteration 38F: 3 clusters Score -957112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -59287.816406 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -59287.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -58447.984375 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -58447.98 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -58702.460938 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -58702.46 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58759.589844 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -58759.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58798.394531 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -58798.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58851.195312 Penalty: 632.872131
	Iteration 4F: 3 clusters Score -58851.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58906.843750 Penalty: 632.872131
	Iteration 5F: 3 clusters Score -58906.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58961.312500 Penalty: 632.872131
	Iteration 6F: 3 clusters Score -58961.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59005.140625 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -59005.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59020.546875 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -59020.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59035.347656 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -59035.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59048.921875 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -59048.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59052.265625 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -59052.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59060.753906 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -59060.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59076.468750 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -59076.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59093.917969 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -59093.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59108.542969 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -59108.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59122.871094 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -59122.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59137.050781 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -59137.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59148.039062 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -59148.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59155.414062 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -59155.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59158.285156 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -59158.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59158.832031 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -59158.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59159.539062 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -59159.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59161.843750 Penalty: 632.872131
	Iteration 23Q: 3 clusters Score -59161.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59163.542969 Penalty: 632.872131
	Iteration 24Q: 3 clusters Score -59163.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59164.562500 Penalty: 632.872131
	Iteration 25Q: 3 clusters Score -59164.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59164.832031 Penalty: 632.872131
	Iteration 26Q: 3 clusters Score -59164.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59165.050781 Penalty: 632.872131
	Iteration 27Q: 3 clusters Score -59165.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59165.050781 Penalty: 632.872131
	Iteration 28F: 3 clusters Score -59165.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -202087.609375 Penalty: 364.229034
	Iteration 0F: 2 clusters Score -202087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -199992.625000 Penalty: 728.458069
	Iteration 0F: 3 clusters Score -199992.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -200746.937500 Penalty: 728.458069
	Iteration 1F: 3 clusters Score -200746.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -200858.203125 Penalty: 728.458069
	Iteration 2F: 3 clusters Score -200858.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -200962.781250 Penalty: 728.458069
	Iteration 3F: 3 clusters Score -200962.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -201093.156250 Penalty: 728.458069
	Iteration 4F: 3 clusters Score -201093.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -201240.421875 Penalty: 728.458069
	Iteration 5F: 3 clusters Score -201240.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -201362.187500 Penalty: 728.458069
	Iteration 6Q: 3 clusters Score -201362.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -201450.968750 Penalty: 728.458069
	Iteration 7Q: 3 clusters Score -201451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -201529.015625 Penalty: 728.458069
	Iteration 8Q: 3 clusters Score -201529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -201593.328125 Penalty: 728.458069
	Iteration 9Q: 3 clusters Score -201593.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -201631.968750 Penalty: 728.458069
	Iteration 10Q: 3 clusters Score -201632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -201652.625000 Penalty: 728.458069
	Iteration 11Q: 3 clusters Score -201652.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -201663.718750 Penalty: 728.458069
	Iteration 12Q: 3 clusters Score -201663.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -201668.875000 Penalty: 728.458069
	Iteration 13Q: 3 clusters Score -201668.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -201672.734375 Penalty: 728.458069
	Iteration 14Q: 3 clusters Score -201672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -201674.468750 Penalty: 728.458069
	Iteration 15Q: 3 clusters Score -201674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -201676.015625 Penalty: 728.458069
	Iteration 16Q: 3 clusters Score -201676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -201678.015625 Penalty: 728.458069
	Iteration 17Q: 3 clusters Score -201678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -201678.812500 Penalty: 728.458069
	Iteration 18Q: 3 clusters Score -201678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -201679.359375 Penalty: 728.458069
	Iteration 19Q: 3 clusters Score -201679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -201680.421875 Penalty: 728.458069
	Iteration 20F: 3 clusters Score -201680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -201682.578125 Penalty: 728.458069
	Iteration 21Q: 3 clusters Score -201682.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -201687.562500 Penalty: 728.458069
	Iteration 22Q: 3 clusters Score -201687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -201689.671875 Penalty: 728.458069
	Iteration 23Q: 3 clusters Score -201689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -201690.218750 Penalty: 728.458069
	Iteration 24Q: 3 clusters Score -201690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -201690.687500 Penalty: 728.458069
	Iteration 25Q: 3 clusters Score -201690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -201691.187500 Penalty: 728.458069
	Iteration 26Q: 3 clusters Score -201691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -201691.406250 Penalty: 728.458069
	Iteration 27Q: 3 clusters Score -201691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -201691.468750 Penalty: 728.458069
	Iteration 28Q: 3 clusters Score -201691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -201691.468750 Penalty: 728.458069
	Iteration 29F: 3 clusters Score -201691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Entering Unmasked Estep 
Score: -2900224.500000 Penalty: 486.349884
	Iteration 0F: 2 clusters Score -2900224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2871784.500000 Penalty: 972.699768
	Iteration 0F: 3 clusters Score -2871784 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2884415.250000 Penalty: 972.699768
	Iteration 1F: 3 clusters Score -2884415 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2885154.750000 Penalty: 972.699768
	Iteration 2Q: 3 clusters Score -2885155 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2886129.500000 Penalty: 972.699768
	Iteration 3F: 3 clusters Score -2886130 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2887528.250000 Penalty: 972.699768
	Iteration 4F: 3 clusters Score -2887528 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2889388.750000 Penalty: 972.699768
	Iteration 5F: 3 clusters Score -2889389 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2891356.250000 Penalty: 972.699768
	Iteration 6F: 3 clusters Score -2891356 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2892717.500000 Penalty: 972.699768
	Iteration 7F: 3 clusters Score -2892718 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2893254.250000 Penalty: 972.699768
	Iteration 8Q: 3 clusters Score -2893254 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2893416.750000 Penalty: 972.699768
	Iteration 9Q: 3 clusters Score -2893417 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2893479.250000 Penalty: 972.699768
	Iteration 10Q: 3 clusters Score -2893479 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2893574.500000 Penalty: 972.699768
	Iteration 11Q: 3 clusters Score -2893574 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2893642.250000 Penalty: 972.699768
	Iteration 12Q: 3 clusters Score -2893642 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2893719.750000 Penalty: 972.699768
	Iteration 13Q: 3 clusters Score -2893720 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2893774.500000 Penalty: 972.699768
	Iteration 14Q: 3 clusters Score -2893774 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2893839.500000 Penalty: 972.699768
	Iteration 15Q: 3 clusters Score -2893840 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2893934.000000 Penalty: 972.699768
	Iteration 16Q: 3 clusters Score -2893934 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2894029.250000 Penalty: 972.699768
	Iteration 17Q: 3 clusters Score -2894029 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2894113.250000 Penalty: 972.699768
	Iteration 18Q: 3 clusters Score -2894113 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2894227.250000 Penalty: 972.699768
	Iteration 19Q: 3 clusters Score -2894227 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2894335.000000 Penalty: 972.699768
	Iteration 20F: 3 clusters Score -2894335 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2894470.750000 Penalty: 972.699768
	Iteration 21Q: 3 clusters Score -2894471 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2894606.500000 Penalty: 972.699768
	Iteration 22Q: 3 clusters Score -2894606 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2894778.250000 Penalty: 972.699768
	Iteration 23Q: 3 clusters Score -2894778 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2894904.500000 Penalty: 972.699768
	Iteration 24Q: 3 clusters Score -2894904 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2895041.000000 Penalty: 972.699768
	Iteration 25Q: 3 clusters Score -2895041 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2895137.500000 Penalty: 972.699768
	Iteration 26Q: 3 clusters Score -2895138 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2895266.000000 Penalty: 972.699768
	Iteration 27Q: 3 clusters Score -2895266 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2895381.000000 Penalty: 972.699768
	Iteration 28Q: 3 clusters Score -2895381 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2895522.000000 Penalty: 972.699768
	Iteration 29Q: 3 clusters Score -2895522 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2895629.500000 Penalty: 972.699768
	Iteration 30Q: 3 clusters Score -2895630 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2895732.250000 Penalty: 972.699768
	Iteration 31Q: 3 clusters Score -2895732 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -2895824.000000 Penalty: 972.699768
	Iteration 32Q: 3 clusters Score -2895824 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2895892.750000 Penalty: 972.699768
	Iteration 33Q: 3 clusters Score -2895893 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2895955.000000 Penalty: 972.699768
	Iteration 34Q: 3 clusters Score -2895955 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -2896045.000000 Penalty: 972.699768
	Iteration 35Q: 3 clusters Score -2896045 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2896127.000000 Penalty: 972.699768
	Iteration 36Q: 3 clusters Score -2896127 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -2896227.250000 Penalty: 972.699768
	Iteration 37Q: 3 clusters Score -2896227 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -2896299.500000 Penalty: 972.699768
	Iteration 38Q: 3 clusters Score -2896300 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2896398.250000 Penalty: 972.699768
	Iteration 39Q: 3 clusters Score -2896398 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -2896502.500000 Penalty: 972.699768
	Iteration 40F: 3 clusters Score -2896502 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -2896592.750000 Penalty: 972.699768
	Iteration 41Q: 3 clusters Score -2896593 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -2896706.000000 Penalty: 972.699768
	Iteration 42Q: 3 clusters Score -2896706 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -2896831.750000 Penalty: 972.699768
	Iteration 43Q: 3 clusters Score -2896832 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -2897002.000000 Penalty: 972.699768
	Iteration 44Q: 3 clusters Score -2897002 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2897111.000000 Penalty: 972.699768
	Iteration 45Q: 3 clusters Score -2897111 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -2897239.250000 Penalty: 972.699768
	Iteration 46Q: 3 clusters Score -2897239 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -2897406.750000 Penalty: 972.699768
	Iteration 47Q: 3 clusters Score -2897407 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -2897550.750000 Penalty: 972.699768
	Iteration 48Q: 3 clusters Score -2897551 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -2897707.000000 Penalty: 972.699768
	Iteration 49Q: 3 clusters Score -2897707 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -2897848.250000 Penalty: 972.699768
	Iteration 50Q: 3 clusters Score -2897848 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -2898029.500000 Penalty: 972.699768
	Iteration 51Q: 3 clusters Score -2898030 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -2898180.250000 Penalty: 972.699768
	Iteration 52Q: 3 clusters Score -2898180 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -2898288.750000 Penalty: 972.699768
	Iteration 53Q: 3 clusters Score -2898289 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2898405.750000 Penalty: 972.699768
	Iteration 54Q: 3 clusters Score -2898406 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -2898529.500000 Penalty: 972.699768
	Iteration 55Q: 3 clusters Score -2898530 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -2898604.000000 Penalty: 972.699768
	Iteration 56Q: 3 clusters Score -2898604 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -2898676.000000 Penalty: 972.699768
	Iteration 57Q: 3 clusters Score -2898676 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -2898730.250000 Penalty: 972.699768
	Iteration 58Q: 3 clusters Score -2898730 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -2898762.500000 Penalty: 972.699768
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2898818 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2898902 nChanged 220
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Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2898964 nChanged 202
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2898975 nChanged 222
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Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2898978 nChanged 217
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Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2899016 nChanged 195
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Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2898987 nChanged 179
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Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2898986 nChanged 169
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Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2898956 nChanged 173
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Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2898936 nChanged 165
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Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2898955 nChanged 170
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2898986 nChanged 159
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Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2898996 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2899014 nChanged 138
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Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2899021 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2899005 nChanged 108
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2899006 nChanged 95
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Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2898984 nChanged 99
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Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2899018 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2899050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2899099 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2899119 nChanged 58
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Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2899128 nChanged 45
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2899142 nChanged 39
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Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2899152 nChanged 35
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Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2899153 nChanged 49
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Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2899177 nChanged 45
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Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41744 members 
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	Iteration 88Q: 3 clusters Score -2899205 nChanged 46
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Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 41790 members 
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	Iteration 89Q: 3 clusters Score -2899215 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2899222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -2899229.000000 Penalty: 972.699768
	Iteration 91Q: 3 clusters Score -2899229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2899253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -2899249.250000 Penalty: 972.699768
	Iteration 93Q: 3 clusters Score -2899249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2899246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -2899258.750000 Penalty: 972.699768
	Iteration 95Q: 3 clusters Score -2899259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2899261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -2899263.000000 Penalty: 972.699768
	Iteration 97Q: 3 clusters Score -2899263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -2899261.500000 Penalty: 972.699768
	Iteration 98Q: 3 clusters Score -2899262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2899260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -2899266.750000 Penalty: 972.699768
	Iteration 100F: 3 clusters Score -2899267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2899265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2899272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -2899278.000000 Penalty: 972.699768
	Iteration 103Q: 3 clusters Score -2899278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2899290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -2899295.000000 Penalty: 972.699768
	Iteration 105Q: 3 clusters Score -2899295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -2899300.750000 Penalty: 972.699768
	Iteration 106Q: 3 clusters Score -2899301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -2899314.750000 Penalty: 972.699768
	Iteration 107Q: 3 clusters Score -2899315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -2899321.500000 Penalty: 972.699768
	Iteration 108Q: 3 clusters Score -2899322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -2899333.500000 Penalty: 972.699768
	Iteration 109Q: 3 clusters Score -2899334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -2899339.000000 Penalty: 972.699768
	Iteration 110Q: 3 clusters Score -2899339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -2899348.250000 Penalty: 972.699768
	Iteration 111Q: 3 clusters Score -2899348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -2899355.000000 Penalty: 972.699768
	Iteration 112Q: 3 clusters Score -2899355 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2899365 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2899368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -2899370.500000 Penalty: 972.699768
	Iteration 115Q: 3 clusters Score -2899370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -2899376.250000 Penalty: 972.699768
	Iteration 116Q: 3 clusters Score -2899376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2899389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -2899390.500000 Penalty: 972.699768
	Iteration 118Q: 3 clusters Score -2899390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -2899410.750000 Penalty: 972.699768
	Iteration 119Q: 3 clusters Score -2899411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -2899433.250000 Penalty: 972.699768
	Iteration 120F: 3 clusters Score -2899433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -2899441.500000 Penalty: 972.699768
	Iteration 121Q: 3 clusters Score -2899442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -2899444.500000 Penalty: 972.699768
	Iteration 122Q: 3 clusters Score -2899444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -2899454.500000 Penalty: 972.699768
	Iteration 123Q: 3 clusters Score -2899454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -2899467.500000 Penalty: 972.699768
	Iteration 124Q: 3 clusters Score -2899468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -2899482.750000 Penalty: 972.699768
	Iteration 125Q: 3 clusters Score -2899483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -2899495.000000 Penalty: 972.699768
	Iteration 126Q: 3 clusters Score -2899495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -2899504.500000 Penalty: 972.699768
	Iteration 127Q: 3 clusters Score -2899504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -2899513.750000 Penalty: 972.699768
	Iteration 128Q: 3 clusters Score -2899514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -2899522.000000 Penalty: 972.699768
	Iteration 129Q: 3 clusters Score -2899522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -2899521.750000 Penalty: 972.699768
	Iteration 130Q: 3 clusters Score -2899522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -2899520.000000 Penalty: 972.699768
	Iteration 131Q: 3 clusters Score -2899520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -2899522.250000 Penalty: 972.699768
	Iteration 132Q: 3 clusters Score -2899522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -2899526.500000 Penalty: 972.699768
	Iteration 133Q: 3 clusters Score -2899526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -2899530.500000 Penalty: 972.699768
	Iteration 134Q: 3 clusters Score -2899530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -2899535.000000 Penalty: 972.699768
	Iteration 135Q: 3 clusters Score -2899535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -2899535.750000 Penalty: 972.699768
	Iteration 136Q: 3 clusters Score -2899536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -2899536.750000 Penalty: 972.699768
	Iteration 137Q: 3 clusters Score -2899537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -2899543.500000 Penalty: 972.699768
	Iteration 138Q: 3 clusters Score -2899544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -2899541.250000 Penalty: 972.699768
	Iteration 139Q: 3 clusters Score -2899541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -2899543.000000 Penalty: 972.699768
	Iteration 140F: 3 clusters Score -2899543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68927 members 
Entering Unmasked Estep 
Score: -4399009.000000 Penalty: 506.906555
	Iteration 0F: 2 clusters Score -4399009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4353479.000000 Penalty: 1013.813110
	Iteration 0F: 3 clusters Score -4353479 nChanged 33385
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4374234.500000 Penalty: 1013.813110
	Iteration 1F: 3 clusters Score -4374234 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -4375961.500000 Penalty: 1013.813110
	Iteration 2Q: 3 clusters Score -4375962 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -4378998.500000 Penalty: 1013.813110
	Iteration 3F: 3 clusters Score -4378998 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -4383192.000000 Penalty: 1013.813110
	Iteration 4F: 3 clusters Score -4383192 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -4387176.500000 Penalty: 1013.813110
	Iteration 5F: 3 clusters Score -4387176 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -4389671.000000 Penalty: 1013.813110
	Iteration 6F: 3 clusters Score -4389671 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -4390923.000000 Penalty: 1013.813110
	Iteration 7Q: 3 clusters Score -4390923 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -4391622.000000 Penalty: 1013.813110
	Iteration 8Q: 3 clusters Score -4391622 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -4392113.500000 Penalty: 1013.813110
	Iteration 9Q: 3 clusters Score -4392114 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -4392619.000000 Penalty: 1013.813110
	Iteration 10Q: 3 clusters Score -4392619 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -4393134.500000 Penalty: 1013.813110
	Iteration 11Q: 3 clusters Score -4393134 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -4393601.500000 Penalty: 1013.813110
	Iteration 12Q: 3 clusters Score -4393602 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -4394007.000000 Penalty: 1013.813110
	Iteration 13Q: 3 clusters Score -4394007 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -4394450.000000 Penalty: 1013.813110
	Iteration 14Q: 3 clusters Score -4394450 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -4394889.500000 Penalty: 1013.813110
	Iteration 15Q: 3 clusters Score -4394890 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -4395307.500000 Penalty: 1013.813110
	Iteration 16Q: 3 clusters Score -4395308 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -4395710.500000 Penalty: 1013.813110
	Iteration 17Q: 3 clusters Score -4395710 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -4396025.000000 Penalty: 1013.813110
	Iteration 18Q: 3 clusters Score -4396025 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -4396383.500000 Penalty: 1013.813110
	Iteration 19Q: 3 clusters Score -4396384 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -4396682.500000 Penalty: 1013.813110
	Iteration 20F: 3 clusters Score -4396682 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -4396981.500000 Penalty: 1013.813110
	Iteration 21Q: 3 clusters Score -4396982 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -4397228.500000 Penalty: 1013.813110
	Iteration 22Q: 3 clusters Score -4397228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -4397479.500000 Penalty: 1013.813110
	Iteration 23Q: 3 clusters Score -4397480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -4397698.500000 Penalty: 1013.813110
	Iteration 24Q: 3 clusters Score -4397698 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -4397845.000000 Penalty: 1013.813110
	Iteration 25Q: 3 clusters Score -4397845 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -4397998.500000 Penalty: 1013.813110
	Iteration 26Q: 3 clusters Score -4397998 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -4398138.000000 Penalty: 1013.813110
	Iteration 27Q: 3 clusters Score -4398138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -4398238.500000 Penalty: 1013.813110
	Iteration 28Q: 3 clusters Score -4398238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -4398305.000000 Penalty: 1013.813110
	Iteration 29Q: 3 clusters Score -4398305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -4398362.500000 Penalty: 1013.813110
	Iteration 30Q: 3 clusters Score -4398362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -4398389.000000 Penalty: 1013.813110
	Iteration 31Q: 3 clusters Score -4398389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -4398415.500000 Penalty: 1013.813110
	Iteration 32Q: 3 clusters Score -4398416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -4398424.000000 Penalty: 1013.813110
	Iteration 33Q: 3 clusters Score -4398424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -4398449.500000 Penalty: 1013.813110
	Iteration 34Q: 3 clusters Score -4398450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -4398468.500000 Penalty: 1013.813110
	Iteration 35Q: 3 clusters Score -4398468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -4398470.000000 Penalty: 1013.813110
	Iteration 36Q: 3 clusters Score -4398470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -4398472.500000 Penalty: 1013.813110
	Iteration 37Q: 3 clusters Score -4398472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -4398478.500000 Penalty: 1013.813110
	Iteration 38Q: 3 clusters Score -4398478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -4398478.500000 Penalty: 1013.813110
	Iteration 39Q: 3 clusters Score -4398478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -4398485.500000 Penalty: 1013.813110
	Iteration 40F: 3 clusters Score -4398486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -4398488.500000 Penalty: 1013.813110
	Iteration 41Q: 3 clusters Score -4398488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -4398493.000000 Penalty: 1013.813110
	Iteration 42Q: 3 clusters Score -4398493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -4398496.500000 Penalty: 1013.813110
	Iteration 43Q: 3 clusters Score -4398496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -4398502.000000 Penalty: 1013.813110
	Iteration 44Q: 3 clusters Score -4398502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -4398506.500000 Penalty: 1013.813110
	Iteration 45Q: 3 clusters Score -4398506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -4398514.000000 Penalty: 1013.813110
	Iteration 46Q: 3 clusters Score -4398514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -4398522.000000 Penalty: 1013.813110
	Iteration 47Q: 3 clusters Score -4398522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -4398534.500000 Penalty: 1013.813110
	Iteration 48Q: 3 clusters Score -4398534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -4398537.500000 Penalty: 1013.813110
	Iteration 49Q: 3 clusters Score -4398538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -4398537.500000 Penalty: 1013.813110
	Iteration 50Q: 3 clusters Score -4398538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -4398547.000000 Penalty: 1013.813110
	Iteration 51Q: 3 clusters Score -4398547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -4398544.500000 Penalty: 1013.813110
	Iteration 52Q: 3 clusters Score -4398544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -4398545.000000 Penalty: 1013.813110
	Iteration 53Q: 3 clusters Score -4398545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -4398542.000000 Penalty: 1013.813110
	Iteration 54Q: 3 clusters Score -4398542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -4398546.000000 Penalty: 1013.813110
	Iteration 55Q: 3 clusters Score -4398546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -4398554.000000 Penalty: 1013.813110
	Iteration 56Q: 3 clusters Score -4398554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -4398555.000000 Penalty: 1013.813110
	Iteration 57Q: 3 clusters Score -4398555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -4398559.500000 Penalty: 1013.813110
	Iteration 58Q: 3 clusters Score -4398560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -4398559.500000 Penalty: 1013.813110
	Iteration 59F: 3 clusters Score -4398560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Entering Unmasked Estep 
Score: -1945354.625000 Penalty: 468.780487
	Iteration 0F: 2 clusters Score -1945355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1925747.000000 Penalty: 937.560974
	Iteration 0F: 3 clusters Score -1925747 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1934376.625000 Penalty: 937.560974
	Iteration 1F: 3 clusters Score -1934377 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1935932.250000 Penalty: 937.560974
	Iteration 2F: 3 clusters Score -1935932 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -1938424.750000 Penalty: 937.560974
	Iteration 3F: 3 clusters Score -1938425 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -1941397.375000 Penalty: 937.560974
	Iteration 4F: 3 clusters Score -1941397 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -1943593.500000 Penalty: 937.560974
	Iteration 5F: 3 clusters Score -1943594 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -1944532.625000 Penalty: 937.560974
	Iteration 6Q: 3 clusters Score -1944533 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -1944796.875000 Penalty: 937.560974
	Iteration 7Q: 3 clusters Score -1944797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -1944895.875000 Penalty: 937.560974
	Iteration 8Q: 3 clusters Score -1944896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -1944953.500000 Penalty: 937.560974
	Iteration 9Q: 3 clusters Score -1944954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -1944989.750000 Penalty: 937.560974
	Iteration 10Q: 3 clusters Score -1944990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -1945011.625000 Penalty: 937.560974
	Iteration 11Q: 3 clusters Score -1945012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -1945038.750000 Penalty: 937.560974
	Iteration 12Q: 3 clusters Score -1945039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1945041.500000 Penalty: 937.560974
	Iteration 13Q: 3 clusters Score -1945042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1945043.875000 Penalty: 937.560974
	Iteration 14Q: 3 clusters Score -1945044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1945043.875000 Penalty: 937.560974
	Iteration 15F: 3 clusters Score -1945044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Entering Unmasked Estep 
Score: -3101147.750000 Penalty: 493.647522
	Iteration 0F: 2 clusters Score -3101148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3066822.500000 Penalty: 987.295044
	Iteration 0F: 3 clusters Score -3066822 nChanged 24912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -3083342.750000 Penalty: 987.295044
	Iteration 1F: 3 clusters Score -3083343 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -3085110.250000 Penalty: 987.295044
	Iteration 2F: 3 clusters Score -3085110 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3087689.500000 Penalty: 987.295044
	Iteration 3F: 3 clusters Score -3087690 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -3090894.000000 Penalty: 987.295044
	Iteration 4F: 3 clusters Score -3090894 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -3094158.750000 Penalty: 987.295044
	Iteration 5F: 3 clusters Score -3094159 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -3096786.500000 Penalty: 987.295044
	Iteration 6Q: 3 clusters Score -3096786 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -3098493.000000 Penalty: 987.295044
	Iteration 7Q: 3 clusters Score -3098493 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -3099408.250000 Penalty: 987.295044
	Iteration 8Q: 3 clusters Score -3099408 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -3099892.500000 Penalty: 987.295044
	Iteration 9Q: 3 clusters Score -3099892 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -3100242.750000 Penalty: 987.295044
	Iteration 10Q: 3 clusters Score -3100243 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -3100496.250000 Penalty: 987.295044
	Iteration 11Q: 3 clusters Score -3100496 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -3100685.250000 Penalty: 987.295044
	Iteration 12Q: 3 clusters Score -3100685 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -3100816.250000 Penalty: 987.295044
	Iteration 13Q: 3 clusters Score -3100816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -3100885.250000 Penalty: 987.295044
	Iteration 14Q: 3 clusters Score -3100885 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -3100941.500000 Penalty: 987.295044
	Iteration 15Q: 3 clusters Score -3100942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -3100950.250000 Penalty: 987.295044
	Iteration 16Q: 3 clusters Score -3100950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -3100962.250000 Penalty: 987.295044
	Iteration 17Q: 3 clusters Score -3100962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -3100959.750000 Penalty: 987.295044
	Iteration 18Q: 3 clusters Score -3100960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -3100960.250000 Penalty: 987.295044
	Iteration 19Q: 3 clusters Score -3100960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -3100968.000000 Penalty: 987.295044
	Iteration 20F: 3 clusters Score -3100968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -3100969.750000 Penalty: 987.295044
	Iteration 21Q: 3 clusters Score -3100970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -3100971.250000 Penalty: 987.295044
	Iteration 22Q: 3 clusters Score -3100971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -3100979.500000 Penalty: 987.295044
	Iteration 23Q: 3 clusters Score -3100980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -3100980.000000 Penalty: 987.295044
	Iteration 24Q: 3 clusters Score -3100980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -3100978.250000 Penalty: 987.295044
	Iteration 25Q: 3 clusters Score -3100978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -3100978.750000 Penalty: 987.295044
	Iteration 26Q: 3 clusters Score -3100979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -3100979.750000 Penalty: 987.295044
	Iteration 27Q: 3 clusters Score -3100980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -3100979.250000 Penalty: 987.295044
	Iteration 28Q: 3 clusters Score -3100979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -3100980.500000 Penalty: 987.295044
	Iteration 29Q: 3 clusters Score -3100980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -3100979.250000 Penalty: 987.295044
	Iteration 30Q: 3 clusters Score -3100979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -3100977.250000 Penalty: 987.295044
	Iteration 31Q: 3 clusters Score -3100977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -3100973.750000 Penalty: 987.295044
	Iteration 32Q: 3 clusters Score -3100974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -3100973.250000 Penalty: 987.295044
	Iteration 33Q: 3 clusters Score -3100973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -3100975.750000 Penalty: 987.295044
	Iteration 34Q: 3 clusters Score -3100976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -3100974.750000 Penalty: 987.295044
	Iteration 35Q: 3 clusters Score -3100975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -3100978.000000 Penalty: 987.295044
	Iteration 36Q: 3 clusters Score -3100978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -3100979.500000 Penalty: 987.295044
	Iteration 37Q: 3 clusters Score -3100980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -3100984.000000 Penalty: 987.295044
	Iteration 38Q: 3 clusters Score -3100984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -3100983.000000 Penalty: 987.295044
	Iteration 39Q: 3 clusters Score -3100983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -3100982.250000 Penalty: 987.295044
	Iteration 40F: 3 clusters Score -3100982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -3100980.750000 Penalty: 987.295044
	Iteration 41Q: 3 clusters Score -3100981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -3100980.750000 Penalty: 987.295044
	Iteration 42Q: 3 clusters Score -3100981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -3100980.500000 Penalty: 987.295044
	Iteration 43Q: 3 clusters Score -3100980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -3100980.250000 Penalty: 987.295044
	Iteration 44Q: 3 clusters Score -3100980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -3100980.250000 Penalty: 987.295044
	Iteration 45F: 3 clusters Score -3100980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -172737.281250 Penalty: 366.030487
	Iteration 0F: 2 clusters Score -172737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -170647.218750 Penalty: 732.060974
	Iteration 0F: 3 clusters Score -170647.2 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -171644.234375 Penalty: 732.060974
	Iteration 1F: 3 clusters Score -171644.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -171947.671875 Penalty: 732.060974
	Iteration 2F: 3 clusters Score -171947.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -172144.531250 Penalty: 732.060974
	Iteration 3F: 3 clusters Score -172144.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -172253.250000 Penalty: 732.060974
	Iteration 4F: 3 clusters Score -172253.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -172333.328125 Penalty: 732.060974
	Iteration 5Q: 3 clusters Score -172333.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172392.421875 Penalty: 732.060974
	Iteration 6Q: 3 clusters Score -172392.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -172439.312500 Penalty: 732.060974
	Iteration 7Q: 3 clusters Score -172439.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -172469.296875 Penalty: 732.060974
	Iteration 8Q: 3 clusters Score -172469.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -172492.593750 Penalty: 732.060974
	Iteration 9Q: 3 clusters Score -172492.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -172517.296875 Penalty: 732.060974
	Iteration 10Q: 3 clusters Score -172517.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -172544.859375 Penalty: 732.060974
	Iteration 11Q: 3 clusters Score -172544.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -172565.671875 Penalty: 732.060974
	Iteration 12Q: 3 clusters Score -172565.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -172583.062500 Penalty: 732.060974
	Iteration 13Q: 3 clusters Score -172583.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -172610.265625 Penalty: 732.060974
	Iteration 14Q: 3 clusters Score -172610.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -172627.890625 Penalty: 732.060974
	Iteration 15Q: 3 clusters Score -172627.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -172635.625000 Penalty: 732.060974
	Iteration 16Q: 3 clusters Score -172635.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -172643.031250 Penalty: 732.060974
	Iteration 17Q: 3 clusters Score -172643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -172647.859375 Penalty: 732.060974
	Iteration 18Q: 3 clusters Score -172647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -172652.890625 Penalty: 732.060974
	Iteration 19Q: 3 clusters Score -172652.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -172659.218750 Penalty: 732.060974
	Iteration 20F: 3 clusters Score -172659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -172666.937500 Penalty: 732.060974
	Iteration 21Q: 3 clusters Score -172666.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -172671.734375 Penalty: 732.060974
	Iteration 22Q: 3 clusters Score -172671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -172673.062500 Penalty: 732.060974
	Iteration 23Q: 3 clusters Score -172673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -172674.015625 Penalty: 732.060974
	Iteration 24Q: 3 clusters Score -172674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -172673.875000 Penalty: 732.060974
	Iteration 25Q: 3 clusters Score -172673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -172673.875000 Penalty: 732.060974
	Iteration 26F: 3 clusters Score -172673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Entering Unmasked Estep 
Score: -3022212.750000 Penalty: 488.470428
	Iteration 0F: 2 clusters Score -3022213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2993431.750000 Penalty: 976.940857
	Iteration 0F: 3 clusters Score -2993432 nChanged 22307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3007111.250000 Penalty: 976.940857
	Iteration 1F: 3 clusters Score -3007111 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3008230.000000 Penalty: 976.940857
	Iteration 2F: 3 clusters Score -3008230 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3009827.000000 Penalty: 976.940857
	Iteration 3F: 3 clusters Score -3009827 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3011970.250000 Penalty: 976.940857
	Iteration 4F: 3 clusters Score -3011970 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3014201.750000 Penalty: 976.940857
	Iteration 5F: 3 clusters Score -3014202 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3015779.000000 Penalty: 976.940857
	Iteration 6F: 3 clusters Score -3015779 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3016538.250000 Penalty: 976.940857
	Iteration 7Q: 3 clusters Score -3016538 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3016912.250000 Penalty: 976.940857
	Iteration 8Q: 3 clusters Score -3016912 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3017178.750000 Penalty: 976.940857
	Iteration 9Q: 3 clusters Score -3017179 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3017389.000000 Penalty: 976.940857
	Iteration 10Q: 3 clusters Score -3017389 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3017610.000000 Penalty: 976.940857
	Iteration 11Q: 3 clusters Score -3017610 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3017879.000000 Penalty: 976.940857
	Iteration 12Q: 3 clusters Score -3017879 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3018236.500000 Penalty: 976.940857
	Iteration 13Q: 3 clusters Score -3018236 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -3018585.500000 Penalty: 976.940857
	Iteration 14Q: 3 clusters Score -3018586 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -3018979.750000 Penalty: 976.940857
	Iteration 15Q: 3 clusters Score -3018980 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3019323.750000 Penalty: 976.940857
	Iteration 16Q: 3 clusters Score -3019324 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -3019671.250000 Penalty: 976.940857
	Iteration 17Q: 3 clusters Score -3019671 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -3019930.750000 Penalty: 976.940857
	Iteration 18Q: 3 clusters Score -3019931 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -3020170.500000 Penalty: 976.940857
	Iteration 19Q: 3 clusters Score -3020170 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -3020347.000000 Penalty: 976.940857
	Iteration 20F: 3 clusters Score -3020347 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -3020562.000000 Penalty: 976.940857
	Iteration 21Q: 3 clusters Score -3020562 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -3020804.500000 Penalty: 976.940857
	Iteration 22Q: 3 clusters Score -3020804 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -3021016.750000 Penalty: 976.940857
	Iteration 23Q: 3 clusters Score -3021017 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -3021191.000000 Penalty: 976.940857
	Iteration 24Q: 3 clusters Score -3021191 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -3021382.000000 Penalty: 976.940857
	Iteration 25Q: 3 clusters Score -3021382 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -3021523.500000 Penalty: 976.940857
	Iteration 26Q: 3 clusters Score -3021524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -3021606.250000 Penalty: 976.940857
	Iteration 27Q: 3 clusters Score -3021606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -3021660.250000 Penalty: 976.940857
	Iteration 28Q: 3 clusters Score -3021660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -3021708.000000 Penalty: 976.940857
	Iteration 29Q: 3 clusters Score -3021708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -3021734.000000 Penalty: 976.940857
	Iteration 30Q: 3 clusters Score -3021734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -3021758.750000 Penalty: 976.940857
	Iteration 31Q: 3 clusters Score -3021759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -3021782.500000 Penalty: 976.940857
	Iteration 32Q: 3 clusters Score -3021782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -3021802.000000 Penalty: 976.940857
	Iteration 33Q: 3 clusters Score -3021802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -3021813.500000 Penalty: 976.940857
	Iteration 34Q: 3 clusters Score -3021814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -3021811.500000 Penalty: 976.940857
	Iteration 35Q: 3 clusters Score -3021812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -3021812.750000 Penalty: 976.940857
	Iteration 36Q: 3 clusters Score -3021813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -3021817.000000 Penalty: 976.940857
	Iteration 37Q: 3 clusters Score -3021817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -3021817.250000 Penalty: 976.940857
	Iteration 38Q: 3 clusters Score -3021817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -3021823.000000 Penalty: 976.940857
	Iteration 39Q: 3 clusters Score -3021823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -3021818.750000 Penalty: 976.940857
	Iteration 40F: 3 clusters Score -3021819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -3021825.250000 Penalty: 976.940857
	Iteration 41Q: 3 clusters Score -3021825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -3021826.250000 Penalty: 976.940857
	Iteration 42Q: 3 clusters Score -3021826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -3021826.500000 Penalty: 976.940857
	Iteration 43Q: 3 clusters Score -3021826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -3021825.500000 Penalty: 976.940857
	Iteration 44Q: 3 clusters Score -3021826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -3021824.250000 Penalty: 976.940857
	Iteration 45Q: 3 clusters Score -3021824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -3021826.750000 Penalty: 976.940857
	Iteration 46Q: 3 clusters Score -3021827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -3021829.250000 Penalty: 976.940857
	Iteration 47Q: 3 clusters Score -3021829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -3021831.250000 Penalty: 976.940857
	Iteration 48Q: 3 clusters Score -3021831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -3021831.250000 Penalty: 976.940857
	Iteration 49F: 3 clusters Score -3021831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -96055.164062 Penalty: 333.919403
	Iteration 0F: 2 clusters Score -96055.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -94911.046875 Penalty: 667.838806
	Iteration 0F: 3 clusters Score -94911.05 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95292.171875 Penalty: 667.838806
	Iteration 1F: 3 clusters Score -95292.17 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -95400.203125 Penalty: 667.838806
	Iteration 2F: 3 clusters Score -95400.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -95488.476562 Penalty: 667.838806
	Iteration 3F: 3 clusters Score -95488.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -95570.171875 Penalty: 667.838806
	Iteration 4F: 3 clusters Score -95570.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -95651.257812 Penalty: 667.838806
	Iteration 5Q: 3 clusters Score -95651.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -95697.375000 Penalty: 667.838806
	Iteration 6Q: 3 clusters Score -95697.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -95721.242188 Penalty: 667.838806
	Iteration 7Q: 3 clusters Score -95721.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -95739.632812 Penalty: 667.838806
	Iteration 8Q: 3 clusters Score -95739.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -95751.679688 Penalty: 667.838806
	Iteration 9Q: 3 clusters Score -95751.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -95758.671875 Penalty: 667.838806
	Iteration 10Q: 3 clusters Score -95758.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -95763.859375 Penalty: 667.838806
	Iteration 11Q: 3 clusters Score -95763.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -95767.164062 Penalty: 667.838806
	Iteration 12Q: 3 clusters Score -95767.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -95770.117188 Penalty: 667.838806
	Iteration 13Q: 3 clusters Score -95770.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -95771.421875 Penalty: 667.838806
	Iteration 14Q: 3 clusters Score -95771.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -95772.070312 Penalty: 667.838806
	Iteration 15Q: 3 clusters Score -95772.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -95773.007812 Penalty: 667.838806
	Iteration 16Q: 3 clusters Score -95773.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -95773.007812 Penalty: 667.838806
	Iteration 17F: 3 clusters Score -95773.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Entering Unmasked Estep 
Score: -1456409.500000 Penalty: 455.221619
	Iteration 0F: 2 clusters Score -1456410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1441566.375000 Penalty: 910.443237
	Iteration 0F: 3 clusters Score -1441566 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1447804.500000 Penalty: 910.443237
	Iteration 1F: 3 clusters Score -1447804 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1448231.000000 Penalty: 910.443237
	Iteration 2Q: 3 clusters Score -1448231 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1448886.500000 Penalty: 910.443237
	Iteration 3F: 3 clusters Score -1448886 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1449886.375000 Penalty: 910.443237
	Iteration 4F: 3 clusters Score -1449886 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1451067.125000 Penalty: 910.443237
	Iteration 5F: 3 clusters Score -1451067 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1452157.625000 Penalty: 910.443237
	Iteration 6F: 3 clusters Score -1452158 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1453033.875000 Penalty: 910.443237
	Iteration 7F: 3 clusters Score -1453034 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1453603.125000 Penalty: 910.443237
	Iteration 8Q: 3 clusters Score -1453603 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1454004.375000 Penalty: 910.443237
	Iteration 9Q: 3 clusters Score -1454004 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1454313.375000 Penalty: 910.443237
	Iteration 10Q: 3 clusters Score -1454313 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1454617.125000 Penalty: 910.443237
	Iteration 11Q: 3 clusters Score -1454617 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1454895.375000 Penalty: 910.443237
	Iteration 12Q: 3 clusters Score -1454895 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1455148.000000 Penalty: 910.443237
	Iteration 13Q: 3 clusters Score -1455148 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1455391.750000 Penalty: 910.443237
	Iteration 14Q: 3 clusters Score -1455392 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1455568.500000 Penalty: 910.443237
	Iteration 15Q: 3 clusters Score -1455568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1455734.500000 Penalty: 910.443237
	Iteration 16Q: 3 clusters Score -1455734 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1455849.750000 Penalty: 910.443237
	Iteration 17Q: 3 clusters Score -1455850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1455919.000000 Penalty: 910.443237
	Iteration 18Q: 3 clusters Score -1455919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1455955.000000 Penalty: 910.443237
	Iteration 19Q: 3 clusters Score -1455955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1455987.750000 Penalty: 910.443237
	Iteration 20F: 3 clusters Score -1455988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1455997.250000 Penalty: 910.443237
	Iteration 21Q: 3 clusters Score -1455997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1456002.250000 Penalty: 910.443237
	Iteration 22Q: 3 clusters Score -1456002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1456010.375000 Penalty: 910.443237
	Iteration 23Q: 3 clusters Score -1456010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1456011.875000 Penalty: 910.443237
	Iteration 24Q: 3 clusters Score -1456012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1456014.000000 Penalty: 910.443237
	Iteration 25Q: 3 clusters Score -1456014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1456013.375000 Penalty: 910.443237
	Iteration 26Q: 3 clusters Score -1456013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1456013.375000 Penalty: 910.443237
	Iteration 27F: 3 clusters Score -1456013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -48077.175781 Penalty: 311.728912
	Iteration 0F: 2 clusters Score -48077.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -47292.015625 Penalty: 623.457825
	Iteration 0F: 3 clusters Score -47292.02 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -47577.667969 Penalty: 623.457825
	Iteration 1F: 3 clusters Score -47577.67 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47697.050781 Penalty: 623.457825
	Iteration 2F: 3 clusters Score -47697.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47762.253906 Penalty: 623.457825
	Iteration 3F: 3 clusters Score -47762.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47813.937500 Penalty: 623.457825
	Iteration 4F: 3 clusters Score -47813.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -47848.667969 Penalty: 623.457825
	Iteration 5Q: 3 clusters Score -47848.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47868.078125 Penalty: 623.457825
	Iteration 6Q: 3 clusters Score -47868.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47888.886719 Penalty: 623.457825
	Iteration 7Q: 3 clusters Score -47888.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47903.019531 Penalty: 623.457825
	Iteration 8Q: 3 clusters Score -47903.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -47912.343750 Penalty: 623.457825
	Iteration 9Q: 3 clusters Score -47912.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47921.574219 Penalty: 623.457825
	Iteration 10Q: 3 clusters Score -47921.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47931.742188 Penalty: 623.457825
	Iteration 11Q: 3 clusters Score -47931.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47935.867188 Penalty: 623.457825
	Iteration 12Q: 3 clusters Score -47935.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -47938.671875 Penalty: 623.457825
	Iteration 13Q: 3 clusters Score -47938.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47939.652344 Penalty: 623.457825
	Iteration 14Q: 3 clusters Score -47939.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -47940.097656 Penalty: 623.457825
	Iteration 15Q: 3 clusters Score -47940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -47940.097656 Penalty: 623.457825
	Iteration 16F: 3 clusters Score -47940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Entering Unmasked Estep 
Score: -1268047.750000 Penalty: 453.003784
	Iteration 0F: 2 clusters Score -1268048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1254024.125000 Penalty: 906.007568
	Iteration 0F: 3 clusters Score -1254024 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1260077.250000 Penalty: 906.007568
	Iteration 1F: 3 clusters Score -1260077 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1260737.750000 Penalty: 906.007568
	Iteration 2F: 3 clusters Score -1260738 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1261729.000000 Penalty: 906.007568
	Iteration 3F: 3 clusters Score -1261729 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1262961.000000 Penalty: 906.007568
	Iteration 4F: 3 clusters Score -1262961 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1264213.750000 Penalty: 906.007568
	Iteration 5F: 3 clusters Score -1264214 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1265142.125000 Penalty: 906.007568
	Iteration 6F: 3 clusters Score -1265142 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1265666.375000 Penalty: 906.007568
	Iteration 7Q: 3 clusters Score -1265666 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1265984.125000 Penalty: 906.007568
	Iteration 8Q: 3 clusters Score -1265984 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1266218.250000 Penalty: 906.007568
	Iteration 9Q: 3 clusters Score -1266218 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1266447.750000 Penalty: 906.007568
	Iteration 10Q: 3 clusters Score -1266448 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1266658.750000 Penalty: 906.007568
	Iteration 11Q: 3 clusters Score -1266659 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1266833.750000 Penalty: 906.007568
	Iteration 12Q: 3 clusters Score -1266834 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1267002.125000 Penalty: 906.007568
	Iteration 13Q: 3 clusters Score -1267002 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1267150.625000 Penalty: 906.007568
	Iteration 14Q: 3 clusters Score -1267151 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1267250.875000 Penalty: 906.007568
	Iteration 15Q: 3 clusters Score -1267251 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1267330.875000 Penalty: 906.007568
	Iteration 16Q: 3 clusters Score -1267331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1267391.625000 Penalty: 906.007568
	Iteration 17Q: 3 clusters Score -1267392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1267441.250000 Penalty: 906.007568
	Iteration 18Q: 3 clusters Score -1267441 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1267489.000000 Penalty: 906.007568
	Iteration 19Q: 3 clusters Score -1267489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1267510.750000 Penalty: 906.007568
	Iteration 20F: 3 clusters Score -1267511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1267527.125000 Penalty: 906.007568
	Iteration 21Q: 3 clusters Score -1267527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1267543.500000 Penalty: 906.007568
	Iteration 22Q: 3 clusters Score -1267544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1267562.000000 Penalty: 906.007568
	Iteration 23Q: 3 clusters Score -1267562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1267575.000000 Penalty: 906.007568
	Iteration 24Q: 3 clusters Score -1267575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1267589.125000 Penalty: 906.007568
	Iteration 25Q: 3 clusters Score -1267589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1267597.375000 Penalty: 906.007568
	Iteration 26Q: 3 clusters Score -1267597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1267613.625000 Penalty: 906.007568
	Iteration 27Q: 3 clusters Score -1267614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1267625.125000 Penalty: 906.007568
	Iteration 28Q: 3 clusters Score -1267625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1267635.750000 Penalty: 906.007568
	Iteration 29Q: 3 clusters Score -1267636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1267642.500000 Penalty: 906.007568
	Iteration 30Q: 3 clusters Score -1267642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1267651.250000 Penalty: 906.007568
	Iteration 31Q: 3 clusters Score -1267651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1267657.500000 Penalty: 906.007568
	Iteration 32Q: 3 clusters Score -1267658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1267663.625000 Penalty: 906.007568
	Iteration 33Q: 3 clusters Score -1267664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1267667.875000 Penalty: 906.007568
	Iteration 34Q: 3 clusters Score -1267668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1267668.375000 Penalty: 906.007568
	Iteration 35Q: 3 clusters Score -1267668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1267670.000000 Penalty: 906.007568
	Iteration 36Q: 3 clusters Score -1267670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1267671.000000 Penalty: 906.007568
	Iteration 37Q: 3 clusters Score -1267671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1267671.000000 Penalty: 906.007568
	Iteration 38F: 3 clusters Score -1267671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Entering Unmasked Estep 
Score: -2239492.500000 Penalty: 475.562683
	Iteration 0F: 2 clusters Score -2239492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2216524.250000 Penalty: 951.125366
	Iteration 0F: 3 clusters Score -2216524 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2226234.000000 Penalty: 951.125366
	Iteration 1F: 3 clusters Score -2226234 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2226903.750000 Penalty: 951.125366
	Iteration 2Q: 3 clusters Score -2226904 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2227805.250000 Penalty: 951.125366
	Iteration 3F: 3 clusters Score -2227805 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2229038.500000 Penalty: 951.125366
	Iteration 4F: 3 clusters Score -2229038 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2230701.000000 Penalty: 951.125366
	Iteration 5F: 3 clusters Score -2230701 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2232263.500000 Penalty: 951.125366
	Iteration 6F: 3 clusters Score -2232264 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2233165.500000 Penalty: 951.125366
	Iteration 7F: 3 clusters Score -2233166 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2233552.750000 Penalty: 951.125366
	Iteration 8Q: 3 clusters Score -2233553 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2233787.000000 Penalty: 951.125366
	Iteration 9Q: 3 clusters Score -2233787 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2233979.250000 Penalty: 951.125366
	Iteration 10Q: 3 clusters Score -2233979 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2234209.750000 Penalty: 951.125366
	Iteration 11Q: 3 clusters Score -2234210 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2234460.500000 Penalty: 951.125366
	Iteration 12Q: 3 clusters Score -2234460 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2234764.000000 Penalty: 951.125366
	Iteration 13Q: 3 clusters Score -2234764 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -2235124.500000 Penalty: 951.125366
	Iteration 14Q: 3 clusters Score -2235124 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -2235464.500000 Penalty: 951.125366
	Iteration 15Q: 3 clusters Score -2235464 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2235863.000000 Penalty: 951.125366
	Iteration 16Q: 3 clusters Score -2235863 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -2236243.750000 Penalty: 951.125366
	Iteration 17Q: 3 clusters Score -2236244 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -2236549.000000 Penalty: 951.125366
	Iteration 18Q: 3 clusters Score -2236549 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -2236772.250000 Penalty: 951.125366
	Iteration 19Q: 3 clusters Score -2236772 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -2236949.750000 Penalty: 951.125366
	Iteration 20F: 3 clusters Score -2236950 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -2237118.000000 Penalty: 951.125366
	Iteration 21Q: 3 clusters Score -2237118 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -2237259.000000 Penalty: 951.125366
	Iteration 22Q: 3 clusters Score -2237259 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -2237413.000000 Penalty: 951.125366
	Iteration 23Q: 3 clusters Score -2237413 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -2237521.500000 Penalty: 951.125366
	Iteration 24Q: 3 clusters Score -2237522 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -2237668.250000 Penalty: 951.125366
	Iteration 25Q: 3 clusters Score -2237668 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -2237815.250000 Penalty: 951.125366
	Iteration 26Q: 3 clusters Score -2237815 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -2237956.250000 Penalty: 951.125366
	Iteration 27Q: 3 clusters Score -2237956 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -2238094.500000 Penalty: 951.125366
	Iteration 28Q: 3 clusters Score -2238094 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -2238219.750000 Penalty: 951.125366
	Iteration 29Q: 3 clusters Score -2238220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -2238353.750000 Penalty: 951.125366
	Iteration 30Q: 3 clusters Score -2238354 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2238475.750000 Penalty: 951.125366
	Iteration 31Q: 3 clusters Score -2238476 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -2238607.250000 Penalty: 951.125366
	Iteration 32Q: 3 clusters Score -2238607 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -2238705.250000 Penalty: 951.125366
	Iteration 33Q: 3 clusters Score -2238705 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -2238783.000000 Penalty: 951.125366
	Iteration 34Q: 3 clusters Score -2238783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -2238850.000000 Penalty: 951.125366
	Iteration 35Q: 3 clusters Score -2238850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -2238898.250000 Penalty: 951.125366
	Iteration 36Q: 3 clusters Score -2238898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -2238956.500000 Penalty: 951.125366
	Iteration 37Q: 3 clusters Score -2238956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -2238983.250000 Penalty: 951.125366
	Iteration 38Q: 3 clusters Score -2238983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2239004.500000 Penalty: 951.125366
	Iteration 39Q: 3 clusters Score -2239004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -2239020.750000 Penalty: 951.125366
	Iteration 40F: 3 clusters Score -2239021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -2239032.000000 Penalty: 951.125366
	Iteration 41Q: 3 clusters Score -2239032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -2239045.750000 Penalty: 951.125366
	Iteration 42Q: 3 clusters Score -2239046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -2239050.250000 Penalty: 951.125366
	Iteration 43Q: 3 clusters Score -2239050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -2239052.750000 Penalty: 951.125366
	Iteration 44Q: 3 clusters Score -2239053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -2239054.750000 Penalty: 951.125366
	Iteration 45Q: 3 clusters Score -2239055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -2239061.250000 Penalty: 951.125366
	Iteration 46Q: 3 clusters Score -2239061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2239065.000000 Penalty: 951.125366
	Iteration 47Q: 3 clusters Score -2239065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -2239075.000000 Penalty: 951.125366
	Iteration 48Q: 3 clusters Score -2239075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -2239078.500000 Penalty: 951.125366
	Iteration 49Q: 3 clusters Score -2239078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -2239077.250000 Penalty: 951.125366
	Iteration 50Q: 3 clusters Score -2239077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -2239084.000000 Penalty: 951.125366
	Iteration 51Q: 3 clusters Score -2239084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -2239092.000000 Penalty: 951.125366
	Iteration 52Q: 3 clusters Score -2239092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -2239097.000000 Penalty: 951.125366
	Iteration 53Q: 3 clusters Score -2239097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -2239104.250000 Penalty: 951.125366
	Iteration 54Q: 3 clusters Score -2239104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -2239108.000000 Penalty: 951.125366
	Iteration 55Q: 3 clusters Score -2239108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -2239114.000000 Penalty: 951.125366
	Iteration 56Q: 3 clusters Score -2239114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -2239116.500000 Penalty: 951.125366
	Iteration 57Q: 3 clusters Score -2239116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -2239123.500000 Penalty: 951.125366
	Iteration 58Q: 3 clusters Score -2239124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -2239125.500000 Penalty: 951.125366
	Iteration 59Q: 3 clusters Score -2239126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -2239127.750000 Penalty: 951.125366
	Iteration 60F: 3 clusters Score -2239128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -2239133.500000 Penalty: 951.125366
	Iteration 61Q: 3 clusters Score -2239134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -2239138.000000 Penalty: 951.125366
	Iteration 62Q: 3 clusters Score -2239138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -2239136.750000 Penalty: 951.125366
	Iteration 63Q: 3 clusters Score -2239137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -2239137.000000 Penalty: 951.125366
	Iteration 64Q: 3 clusters Score -2239137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -2239136.750000 Penalty: 951.125366
	Iteration 65Q: 3 clusters Score -2239137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -2239137.750000 Penalty: 951.125366
	Iteration 66Q: 3 clusters Score -2239138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -2239138.000000 Penalty: 951.125366
	Iteration 67Q: 3 clusters Score -2239138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -2239137.250000 Penalty: 951.125366
	Iteration 68Q: 3 clusters Score -2239137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -2239139.250000 Penalty: 951.125366
	Iteration 69Q: 3 clusters Score -2239139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -2239139.000000 Penalty: 951.125366
	Iteration 70Q: 3 clusters Score -2239139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -2239141.500000 Penalty: 951.125366
	Iteration 71Q: 3 clusters Score -2239142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -2239141.500000 Penalty: 951.125366
	Iteration 72Q: 3 clusters Score -2239142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -2239139.000000 Penalty: 951.125366
	Iteration 73Q: 3 clusters Score -2239139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -2239140.000000 Penalty: 951.125366
	Iteration 74Q: 3 clusters Score -2239140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -2239140.000000 Penalty: 951.125366
	Iteration 75F: 3 clusters Score -2239140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -652514.437500 Penalty: 418.997650
	Iteration 0F: 2 clusters Score -652514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -645827.500000 Penalty: 837.995300
	Iteration 0F: 3 clusters Score -645827.5 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -649164.312500 Penalty: 837.995300
	Iteration 1F: 3 clusters Score -649164.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -649799.937500 Penalty: 837.995300
	Iteration 2F: 3 clusters Score -649799.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -650393.937500 Penalty: 837.995300
	Iteration 3F: 3 clusters Score -650393.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -650806.062500 Penalty: 837.995300
	Iteration 4F: 3 clusters Score -650806.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -651044.875000 Penalty: 837.995300
	Iteration 5Q: 3 clusters Score -651044.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -651183.812500 Penalty: 837.995300
	Iteration 6Q: 3 clusters Score -651183.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -651268.437500 Penalty: 837.995300
	Iteration 7Q: 3 clusters Score -651268.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -651325.437500 Penalty: 837.995300
	Iteration 8Q: 3 clusters Score -651325.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -651371.687500 Penalty: 837.995300
	Iteration 9Q: 3 clusters Score -651371.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -651416.500000 Penalty: 837.995300
	Iteration 10Q: 3 clusters Score -651416.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -651458.187500 Penalty: 837.995300
	Iteration 11Q: 3 clusters Score -651458.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -651485.812500 Penalty: 837.995300
	Iteration 12Q: 3 clusters Score -651485.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -651507.750000 Penalty: 837.995300
	Iteration 13Q: 3 clusters Score -651507.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -651524.375000 Penalty: 837.995300
	Iteration 14Q: 3 clusters Score -651524.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -651539.562500 Penalty: 837.995300
	Iteration 15Q: 3 clusters Score -651539.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -651554.375000 Penalty: 837.995300
	Iteration 16Q: 3 clusters Score -651554.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -651564.687500 Penalty: 837.995300
	Iteration 17Q: 3 clusters Score -651564.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -651572.312500 Penalty: 837.995300
	Iteration 18Q: 3 clusters Score -651572.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -651575.250000 Penalty: 837.995300
	Iteration 19Q: 3 clusters Score -651575.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -651576.250000 Penalty: 837.995300
	Iteration 20F: 3 clusters Score -651576.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -651577.812500 Penalty: 837.995300
	Iteration 21Q: 3 clusters Score -651577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -651578.562500 Penalty: 837.995300
	Iteration 22Q: 3 clusters Score -651578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -651580.437500 Penalty: 837.995300
	Iteration 23Q: 3 clusters Score -651580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -651581.000000 Penalty: 837.995300
	Iteration 24Q: 3 clusters Score -651581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -651580.562500 Penalty: 837.995300
	Iteration 25Q: 3 clusters Score -651580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -651583.187500 Penalty: 837.995300
	Iteration 26Q: 3 clusters Score -651583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -651583.250000 Penalty: 837.995300
	Iteration 27Q: 3 clusters Score -651583.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -651584.187500 Penalty: 837.995300
	Iteration 28Q: 3 clusters Score -651584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -651586.062500 Penalty: 837.995300
	Iteration 29Q: 3 clusters Score -651586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -651586.437500 Penalty: 837.995300
	Iteration 30Q: 3 clusters Score -651586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -651587.000000 Penalty: 837.995300
	Iteration 31Q: 3 clusters Score -651587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -651588.687500 Penalty: 837.995300
	Iteration 32Q: 3 clusters Score -651588.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -651588.437500 Penalty: 837.995300
	Iteration 33Q: 3 clusters Score -651588.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -651591.000000 Penalty: 837.995300
	Iteration 34Q: 3 clusters Score -651591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -651590.437500 Penalty: 837.995300
	Iteration 35Q: 3 clusters Score -651590.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -651592.875000 Penalty: 837.995300
	Iteration 36Q: 3 clusters Score -651592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -651595.437500 Penalty: 837.995300
	Iteration 37Q: 3 clusters Score -651595.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -651597.625000 Penalty: 837.995300
	Iteration 38Q: 3 clusters Score -651597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -651597.062500 Penalty: 837.995300
	Iteration 39Q: 3 clusters Score -651597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -651597.375000 Penalty: 837.995300
	Iteration 40F: 3 clusters Score -651597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -651597.000000 Penalty: 837.995300
	Iteration 41Q: 3 clusters Score -651597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -651597.750000 Penalty: 837.995300
	Iteration 42Q: 3 clusters Score -651597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -651597.875000 Penalty: 837.995300
	Iteration 43Q: 3 clusters Score -651597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -651598.562500 Penalty: 837.995300
	Iteration 44Q: 3 clusters Score -651598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -651597.625000 Penalty: 837.995300
	Iteration 45Q: 3 clusters Score -651597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -651599.062500 Penalty: 837.995300
	Iteration 46Q: 3 clusters Score -651599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -651599.062500 Penalty: 837.995300
	Iteration 47Q: 3 clusters Score -651599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -651598.687500 Penalty: 837.995300
	Iteration 48Q: 3 clusters Score -651598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -651598.437500 Penalty: 837.995300
	Iteration 49Q: 3 clusters Score -651598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -651597.375000 Penalty: 837.995300
	Iteration 50Q: 3 clusters Score -651597.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -651599.000000 Penalty: 837.995300
	Iteration 51Q: 3 clusters Score -651599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -651598.062500 Penalty: 837.995300
	Iteration 52Q: 3 clusters Score -651598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -651600.312500 Penalty: 837.995300
	Iteration 53Q: 3 clusters Score -651600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -651600.062500 Penalty: 837.995300
	Iteration 54Q: 3 clusters Score -651600.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -651600.500000 Penalty: 837.995300
	Iteration 55Q: 3 clusters Score -651600.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -651602.562500 Penalty: 837.995300
	Iteration 56Q: 3 clusters Score -651602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -651602.250000 Penalty: 837.995300
	Iteration 57Q: 3 clusters Score -651602.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -651605.500000 Penalty: 837.995300
	Iteration 58Q: 3 clusters Score -651605.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -651607.562500 Penalty: 837.995300
	Iteration 59Q: 3 clusters Score -651607.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -651609.375000 Penalty: 837.995300
	Iteration 60F: 3 clusters Score -651609.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -651610.500000 Penalty: 837.995300
	Iteration 61Q: 3 clusters Score -651610.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -651611.875000 Penalty: 837.995300
	Iteration 62Q: 3 clusters Score -651611.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -651612.375000 Penalty: 837.995300
	Iteration 63Q: 3 clusters Score -651612.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -651613.562500 Penalty: 837.995300
	Iteration 64Q: 3 clusters Score -651613.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -651615.750000 Penalty: 837.995300
	Iteration 65Q: 3 clusters Score -651615.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -651617.437500 Penalty: 837.995300
	Iteration 66Q: 3 clusters Score -651617.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -651620.687500 Penalty: 837.995300
	Iteration 67Q: 3 clusters Score -651620.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -651624.625000 Penalty: 837.995300
	Iteration 68Q: 3 clusters Score -651624.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -651632.500000 Penalty: 837.995300
	Iteration 69Q: 3 clusters Score -651632.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -651641.375000 Penalty: 837.995300
	Iteration 70Q: 3 clusters Score -651641.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -651650.937500 Penalty: 837.995300
	Iteration 71Q: 3 clusters Score -651650.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -651668.187500 Penalty: 837.995300
	Iteration 72Q: 3 clusters Score -651668.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -651687.437500 Penalty: 837.995300
	Iteration 73Q: 3 clusters Score -651687.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -651710.500000 Penalty: 837.995300
	Iteration 74Q: 3 clusters Score -651710.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -651732.250000 Penalty: 837.995300
	Iteration 75Q: 3 clusters Score -651732.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -651755.500000 Penalty: 837.995300
	Iteration 76Q: 3 clusters Score -651755.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -651782.125000 Penalty: 837.995300
	Iteration 77Q: 3 clusters Score -651782.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -651810.500000 Penalty: 837.995300
	Iteration 78Q: 3 clusters Score -651810.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -651833.062500 Penalty: 837.995300
	Iteration 79Q: 3 clusters Score -651833.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -651857.062500 Penalty: 837.995300
	Iteration 80F: 3 clusters Score -651857.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -651877.687500 Penalty: 837.995300
	Iteration 81Q: 3 clusters Score -651877.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -651901.937500 Penalty: 837.995300
	Iteration 82Q: 3 clusters Score -651901.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -651927.312500 Penalty: 837.995300
	Iteration 83Q: 3 clusters Score -651927.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -651949.687500 Penalty: 837.995300
	Iteration 84Q: 3 clusters Score -651949.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -651967.125000 Penalty: 837.995300
	Iteration 85Q: 3 clusters Score -651967.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -651983.125000 Penalty: 837.995300
	Iteration 86Q: 3 clusters Score -651983.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -652002.000000 Penalty: 837.995300
	Iteration 87Q: 3 clusters Score -652002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -652022.000000 Penalty: 837.995300
	Iteration 88Q: 3 clusters Score -652022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -652040.500000 Penalty: 837.995300
	Iteration 89Q: 3 clusters Score -652040.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -652056.312500 Penalty: 837.995300
	Iteration 90Q: 3 clusters Score -652056.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -652071.937500 Penalty: 837.995300
	Iteration 91Q: 3 clusters Score -652071.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -652093.937500 Penalty: 837.995300
	Iteration 92Q: 3 clusters Score -652093.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -652110.437500 Penalty: 837.995300
	Iteration 93Q: 3 clusters Score -652110.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -652121.000000 Penalty: 837.995300
	Iteration 94Q: 3 clusters Score -652121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -652137.000000 Penalty: 837.995300
	Iteration 95Q: 3 clusters Score -652137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -652150.437500 Penalty: 837.995300
	Iteration 96Q: 3 clusters Score -652150.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -652162.687500 Penalty: 837.995300
	Iteration 97Q: 3 clusters Score -652162.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -652172.875000 Penalty: 837.995300
	Iteration 98Q: 3 clusters Score -652172.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -652183.750000 Penalty: 837.995300
	Iteration 99Q: 3 clusters Score -652183.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -652190.812500 Penalty: 837.995300
	Iteration 100F: 3 clusters Score -652190.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -652196.062500 Penalty: 837.995300
	Iteration 101Q: 3 clusters Score -652196.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -652200.937500 Penalty: 837.995300
	Iteration 102Q: 3 clusters Score -652200.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -652204.437500 Penalty: 837.995300
	Iteration 103Q: 3 clusters Score -652204.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -652208.187500 Penalty: 837.995300
	Iteration 104Q: 3 clusters Score -652208.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -652213.375000 Penalty: 837.995300
	Iteration 105Q: 3 clusters Score -652213.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -652216.125000 Penalty: 837.995300
	Iteration 106Q: 3 clusters Score -652216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -652221.312500 Penalty: 837.995300
	Iteration 107Q: 3 clusters Score -652221.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -652227.000000 Penalty: 837.995300
	Iteration 108Q: 3 clusters Score -652227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -652230.125000 Penalty: 837.995300
	Iteration 109Q: 3 clusters Score -652230.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -652232.000000 Penalty: 837.995300
	Iteration 110Q: 3 clusters Score -652232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -652236.000000 Penalty: 837.995300
	Iteration 111Q: 3 clusters Score -652236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -652239.437500 Penalty: 837.995300
	Iteration 112Q: 3 clusters Score -652239.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -652242.812500 Penalty: 837.995300
	Iteration 113Q: 3 clusters Score -652242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -652251.125000 Penalty: 837.995300
	Iteration 114Q: 3 clusters Score -652251.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -652262.375000 Penalty: 837.995300
	Iteration 115Q: 3 clusters Score -652262.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -652269.000000 Penalty: 837.995300
	Iteration 116Q: 3 clusters Score -652269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -652275.187500 Penalty: 837.995300
	Iteration 117Q: 3 clusters Score -652275.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -652277.500000 Penalty: 837.995300
	Iteration 118Q: 3 clusters Score -652277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -652281.187500 Penalty: 837.995300
	Iteration 119Q: 3 clusters Score -652281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -652282.687500 Penalty: 837.995300
	Iteration 120F: 3 clusters Score -652282.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -652285.250000 Penalty: 837.995300
	Iteration 121Q: 3 clusters Score -652285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -652286.500000 Penalty: 837.995300
	Iteration 122Q: 3 clusters Score -652286.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -652290.312500 Penalty: 837.995300
	Iteration 123Q: 3 clusters Score -652290.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -652292.937500 Penalty: 837.995300
	Iteration 124Q: 3 clusters Score -652292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -652294.625000 Penalty: 837.995300
	Iteration 125Q: 3 clusters Score -652294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -652296.937500 Penalty: 837.995300
	Iteration 126Q: 3 clusters Score -652296.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -652297.625000 Penalty: 837.995300
	Iteration 127Q: 3 clusters Score -652297.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -652300.500000 Penalty: 837.995300
	Iteration 128Q: 3 clusters Score -652300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -652301.250000 Penalty: 837.995300
	Iteration 129Q: 3 clusters Score -652301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -652302.750000 Penalty: 837.995300
	Iteration 130Q: 3 clusters Score -652302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -652302.625000 Penalty: 837.995300
	Iteration 131Q: 3 clusters Score -652302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -652304.000000 Penalty: 837.995300
	Iteration 132Q: 3 clusters Score -652304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -652304.187500 Penalty: 837.995300
	Iteration 133Q: 3 clusters Score -652304.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -652307.125000 Penalty: 837.995300
	Iteration 134Q: 3 clusters Score -652307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -652311.250000 Penalty: 837.995300
	Iteration 135Q: 3 clusters Score -652311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -652313.750000 Penalty: 837.995300
	Iteration 136Q: 3 clusters Score -652313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -652314.562500 Penalty: 837.995300
	Iteration 137Q: 3 clusters Score -652314.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -652316.500000 Penalty: 837.995300
	Iteration 138Q: 3 clusters Score -652316.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -652316.687500 Penalty: 837.995300
	Iteration 139Q: 3 clusters Score -652316.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -652320.937500 Penalty: 837.995300
	Iteration 140F: 3 clusters Score -652320.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -652327.187500 Penalty: 837.995300
	Iteration 141Q: 3 clusters Score -652327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -652326.062500 Penalty: 837.995300
	Iteration 142Q: 3 clusters Score -652326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -652328.812500 Penalty: 837.995300
	Iteration 143Q: 3 clusters Score -652328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -652330.187500 Penalty: 837.995300
	Iteration 144Q: 3 clusters Score -652330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -652329.750000 Penalty: 837.995300
	Iteration 145Q: 3 clusters Score -652329.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -652333.062500 Penalty: 837.995300
	Iteration 146Q: 3 clusters Score -652333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -652336.875000 Penalty: 837.995300
	Iteration 147Q: 3 clusters Score -652336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -652339.375000 Penalty: 837.995300
	Iteration 148Q: 3 clusters Score -652339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -652340.625000 Penalty: 837.995300
	Iteration 149Q: 3 clusters Score -652340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -652344.562500 Penalty: 837.995300
	Iteration 150Q: 3 clusters Score -652344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -652347.437500 Penalty: 837.995300
	Iteration 151Q: 3 clusters Score -652347.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -652351.000000 Penalty: 837.995300
	Iteration 152Q: 3 clusters Score -652351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -652352.687500 Penalty: 837.995300
	Iteration 153Q: 3 clusters Score -652352.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -652354.937500 Penalty: 837.995300
	Iteration 154Q: 3 clusters Score -652354.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -652357.187500 Penalty: 837.995300
	Iteration 155Q: 3 clusters Score -652357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -652358.312500 Penalty: 837.995300
	Iteration 156Q: 3 clusters Score -652358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -652360.000000 Penalty: 837.995300
	Iteration 157Q: 3 clusters Score -652360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -652361.062500 Penalty: 837.995300
	Iteration 158Q: 3 clusters Score -652361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -652361.250000 Penalty: 837.995300
	Iteration 159Q: 3 clusters Score -652361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -652362.062500 Penalty: 837.995300
	Iteration 160F: 3 clusters Score -652362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -652363.437500 Penalty: 837.995300
	Iteration 161Q: 3 clusters Score -652363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -652365.250000 Penalty: 837.995300
	Iteration 162Q: 3 clusters Score -652365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -652364.312500 Penalty: 837.995300
	Iteration 163Q: 3 clusters Score -652364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -652364.500000 Penalty: 837.995300
	Iteration 164Q: 3 clusters Score -652364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -652364.437500 Penalty: 837.995300
	Iteration 165Q: 3 clusters Score -652364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -652364.687500 Penalty: 837.995300
	Iteration 166Q: 3 clusters Score -652364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -652364.687500 Penalty: 837.995300
	Iteration 167F: 3 clusters Score -652364.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -395916.656250 Penalty: 400.630951
	Iteration 0F: 2 clusters Score -395916.7 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 3331 members 
Entering Unmasked Estep 
Score: -391426.312500 Penalty: 801.261902
	Iteration 0F: 3 clusters Score -391426.3 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -393166.625000 Penalty: 801.261902
	Iteration 1F: 3 clusters Score -393166.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -393407.718750 Penalty: 801.261902
	Iteration 2F: 3 clusters Score -393407.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -393728.375000 Penalty: 801.261902
	Iteration 3F: 3 clusters Score -393728.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -394137.312500 Penalty: 801.261902
	Iteration 4F: 3 clusters Score -394137.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -394601.937500 Penalty: 801.261902
	Iteration 5F: 3 clusters Score -394601.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -394968.062500 Penalty: 801.261902
	Iteration 6F: 3 clusters Score -394968.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -395149.875000 Penalty: 801.261902
	Iteration 7Q: 3 clusters Score -395149.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -395237.187500 Penalty: 801.261902
	Iteration 8Q: 3 clusters Score -395237.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -395313.656250 Penalty: 801.261902
	Iteration 9Q: 3 clusters Score -395313.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -395380.437500 Penalty: 801.261902
	Iteration 10Q: 3 clusters Score -395380.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -395439.593750 Penalty: 801.261902
	Iteration 11Q: 3 clusters Score -395439.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -395478.968750 Penalty: 801.261902
	Iteration 12Q: 3 clusters Score -395479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -395504.468750 Penalty: 801.261902
	Iteration 13Q: 3 clusters Score -395504.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -395528.875000 Penalty: 801.261902
	Iteration 14Q: 3 clusters Score -395528.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -395552.687500 Penalty: 801.261902
	Iteration 15Q: 3 clusters Score -395552.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -395576.281250 Penalty: 801.261902
	Iteration 16Q: 3 clusters Score -395576.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -395587.312500 Penalty: 801.261902
	Iteration 17Q: 3 clusters Score -395587.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -395591.843750 Penalty: 801.261902
	Iteration 18Q: 3 clusters Score -395591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -395594.562500 Penalty: 801.261902
	Iteration 19Q: 3 clusters Score -395594.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -395598.687500 Penalty: 801.261902
	Iteration 20F: 3 clusters Score -395598.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -395603.218750 Penalty: 801.261902
	Iteration 21Q: 3 clusters Score -395603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -395603.250000 Penalty: 801.261902
	Iteration 22Q: 3 clusters Score -395603.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -395604.968750 Penalty: 801.261902
	Iteration 23Q: 3 clusters Score -395605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -395606.718750 Penalty: 801.261902
	Iteration 24Q: 3 clusters Score -395606.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -395606.937500 Penalty: 801.261902
	Iteration 25Q: 3 clusters Score -395606.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -395607.593750 Penalty: 801.261902
	Iteration 26Q: 3 clusters Score -395607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -395608.593750 Penalty: 801.261902
	Iteration 27Q: 3 clusters Score -395608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -395609.093750 Penalty: 801.261902
	Iteration 28Q: 3 clusters Score -395609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -395609.250000 Penalty: 801.261902
	Iteration 29Q: 3 clusters Score -395609.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -395610.531250 Penalty: 801.261902
	Iteration 30Q: 3 clusters Score -395610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -395611.281250 Penalty: 801.261902
	Iteration 31Q: 3 clusters Score -395611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -395611.218750 Penalty: 801.261902
	Iteration 32Q: 3 clusters Score -395611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -395611.593750 Penalty: 801.261902
	Iteration 33Q: 3 clusters Score -395611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -395610.687500 Penalty: 801.261902
	Iteration 34Q: 3 clusters Score -395610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -395612.031250 Penalty: 801.261902
	Iteration 35Q: 3 clusters Score -395612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -395612.125000 Penalty: 801.261902
	Iteration 36Q: 3 clusters Score -395612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -395611.500000 Penalty: 801.261902
	Iteration 37Q: 3 clusters Score -395611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -395611.500000 Penalty: 801.261902
	Iteration 38F: 3 clusters Score -395611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (100403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Entering Unmasked Estep 
Score: -6226613.000000 Penalty: 524.021118
	Iteration 0F: 2 clusters Score -6226613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -6174096.500000 Penalty: 1048.042236
	Iteration 0F: 3 clusters Score -6174096 nChanged 49108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6205215.500000 Penalty: 1048.042236
	Iteration 1F: 3 clusters Score -6205216 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -6207897.500000 Penalty: 1048.042236
	Iteration 2F: 3 clusters Score -6207898 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -6212202.500000 Penalty: 1048.042236
	Iteration 3F: 3 clusters Score -6212202 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -6217823.500000 Penalty: 1048.042236
	Iteration 4F: 3 clusters Score -6217824 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -6222455.500000 Penalty: 1048.042236
	Iteration 5F: 3 clusters Score -6222456 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -6224298.500000 Penalty: 1048.042236
	Iteration 6Q: 3 clusters Score -6224298 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -6224821.000000 Penalty: 1048.042236
	Iteration 7Q: 3 clusters Score -6224821 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -6225133.000000 Penalty: 1048.042236
	Iteration 8Q: 3 clusters Score -6225133 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -6225372.000000 Penalty: 1048.042236
	Iteration 9Q: 3 clusters Score -6225372 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -6225581.000000 Penalty: 1048.042236
	Iteration 10Q: 3 clusters Score -6225581 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -6225795.500000 Penalty: 1048.042236
	Iteration 11Q: 3 clusters Score -6225796 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -6225990.000000 Penalty: 1048.042236
	Iteration 12Q: 3 clusters Score -6225990 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -6226296.000000 Penalty: 1048.042236
	Iteration 13Q: 3 clusters Score -6226296 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6226587.000000 Penalty: 1048.042236
	Iteration 14Q: 3 clusters Score -6226587 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6226803.500000 Penalty: 1048.042236
	Iteration 15Q: 3 clusters Score -6226804 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -6227010.500000 Penalty: 1048.042236
	Iteration 16Q: 3 clusters Score -6227010 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -6227266.000000 Penalty: 1048.042236
	Iteration 17Q: 3 clusters Score -6227266 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -6227487.500000 Penalty: 1048.042236
	Iteration 18Q: 3 clusters Score -6227488 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -6227701.500000 Penalty: 1048.042236
	Iteration 19Q: 3 clusters Score -6227702 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -6227887.000000 Penalty: 1048.042236
	Iteration 20F: 3 clusters Score -6227887 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -6228056.000000 Penalty: 1048.042236
	Iteration 21Q: 3 clusters Score -6228056 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -6228207.000000 Penalty: 1048.042236
	Iteration 22Q: 3 clusters Score -6228207 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -6228357.500000 Penalty: 1048.042236
	Iteration 23Q: 3 clusters Score -6228358 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6228547.500000 Penalty: 1048.042236
	Iteration 24Q: 3 clusters Score -6228548 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -6228756.000000 Penalty: 1048.042236
	Iteration 25Q: 3 clusters Score -6228756 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -6228926.500000 Penalty: 1048.042236
	Iteration 26Q: 3 clusters Score -6228926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -6229022.500000 Penalty: 1048.042236
	Iteration 27Q: 3 clusters Score -6229022 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -6229182.000000 Penalty: 1048.042236
	Iteration 28Q: 3 clusters Score -6229182 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -6229359.500000 Penalty: 1048.042236
	Iteration 29Q: 3 clusters Score -6229360 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -6229461.000000 Penalty: 1048.042236
	Iteration 30Q: 3 clusters Score -6229461 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -6229556.500000 Penalty: 1048.042236
	Iteration 31Q: 3 clusters Score -6229556 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -6229630.500000 Penalty: 1048.042236
	Iteration 32Q: 3 clusters Score -6229630 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -6229659.000000 Penalty: 1048.042236
	Iteration 33Q: 3 clusters Score -6229659 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -6229732.500000 Penalty: 1048.042236
	Iteration 34Q: 3 clusters Score -6229732 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -6229743.500000 Penalty: 1048.042236
	Iteration 35Q: 3 clusters Score -6229744 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -6229759.500000 Penalty: 1048.042236
	Iteration 36Q: 3 clusters Score -6229760 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -6229817.500000 Penalty: 1048.042236
	Iteration 37Q: 3 clusters Score -6229818 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -6229870.500000 Penalty: 1048.042236
	Iteration 38Q: 3 clusters Score -6229870 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -6229901.500000 Penalty: 1048.042236
	Iteration 39Q: 3 clusters Score -6229902 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -6229971.000000 Penalty: 1048.042236
	Iteration 40F: 3 clusters Score -6229971 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -6230028.000000 Penalty: 1048.042236
	Iteration 41Q: 3 clusters Score -6230028 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -6230061.000000 Penalty: 1048.042236
	Iteration 42Q: 3 clusters Score -6230061 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -6230047.000000 Penalty: 1048.042236
	Iteration 43Q: 3 clusters Score -6230047 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6230085.000000 Penalty: 1048.042236
	Iteration 44Q: 3 clusters Score -6230085 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -6230101.500000 Penalty: 1048.042236
	Iteration 45Q: 3 clusters Score -6230102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -6230125.000000 Penalty: 1048.042236
	Iteration 46Q: 3 clusters Score -6230125 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -6230134.500000 Penalty: 1048.042236
	Iteration 47Q: 3 clusters Score -6230134 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -6230114.500000 Penalty: 1048.042236
	Iteration 48Q: 3 clusters Score -6230114 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -6230136.000000 Penalty: 1048.042236
	Iteration 49Q: 3 clusters Score -6230136 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -6230151.500000 Penalty: 1048.042236
	Iteration 50Q: 3 clusters Score -6230152 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6230152.500000 Penalty: 1048.042236
	Iteration 51Q: 3 clusters Score -6230152 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -6230167.000000 Penalty: 1048.042236
	Iteration 52Q: 3 clusters Score -6230167 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -6230187.000000 Penalty: 1048.042236
	Iteration 53Q: 3 clusters Score -6230187 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6230166.000000 Penalty: 1048.042236
	Iteration 54Q: 3 clusters Score -6230166 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -6230167.000000 Penalty: 1048.042236
	Iteration 55Q: 3 clusters Score -6230167 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -6230169.000000 Penalty: 1048.042236
	Iteration 56Q: 3 clusters Score -6230169 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -6230162.500000 Penalty: 1048.042236
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Entering Unmasked Estep 
Score: -6226955.500000 Penalty: 1048.042236
	Iteration 241Q: 3 clusters Score -6226956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6226958.500000 Penalty: 1048.042236
	Iteration 242Q: 3 clusters Score -6226958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6226951.000000 Penalty: 1048.042236
	Iteration 243Q: 3 clusters Score -6226951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6226950.500000 Penalty: 1048.042236
	Iteration 244Q: 3 clusters Score -6226950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6226944.000000 Penalty: 1048.042236
	Iteration 245Q: 3 clusters Score -6226944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6226948.000000 Penalty: 1048.042236
	Iteration 246Q: 3 clusters Score -6226948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6226939.500000 Penalty: 1048.042236
	Iteration 247Q: 3 clusters Score -6226940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6226939.500000 Penalty: 1048.042236
	Iteration 248Q: 3 clusters Score -6226940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6226934.000000 Penalty: 1048.042236
	Iteration 249Q: 3 clusters Score -6226934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6226930.000000 Penalty: 1048.042236
	Iteration 250Q: 3 clusters Score -6226930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6226930.000000 Penalty: 1048.042236
	Iteration 251F: 3 clusters Score -6226930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 112920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 205 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63855 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 68927 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 22134 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 21081 members 
Mstep: Class 23 contains 34611 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 99521 members 
Mstep: Class 27 contains 43152 members 
Mstep: Class 28 contains 710 members 
Mstep: Class 29 contains 882 members 
Entering Unmasked Estep 
Score: -42201304.000000 Penalty: 17752.757812
Splitting cluster 26 changes total score from -42201044.000000 to -42201304.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (43152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Entering Unmasked Estep 
Score: -2796652.250000 Penalty: 485.598053
	Iteration 0F: 2 clusters Score -2796652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2768020.000000 Penalty: 971.196106
	Iteration 0F: 3 clusters Score -2768020 nChanged 20793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2780190.500000 Penalty: 971.196106
	Iteration 1F: 3 clusters Score -2780190 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2780691.000000 Penalty: 971.196106
	Iteration 2Q: 3 clusters Score -2780691 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2781587.000000 Penalty: 971.196106
	Iteration 3F: 3 clusters Score -2781587 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2783260.500000 Penalty: 971.196106
	Iteration 4F: 3 clusters Score -2783260 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2786150.250000 Penalty: 971.196106
	Iteration 5F: 3 clusters Score -2786150 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2789665.750000 Penalty: 971.196106
	Iteration 6F: 3 clusters Score -2789666 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2792752.750000 Penalty: 971.196106
	Iteration 7F: 3 clusters Score -2792753 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2794914.000000 Penalty: 971.196106
	Iteration 8Q: 3 clusters Score -2794914 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2795963.250000 Penalty: 971.196106
	Iteration 9Q: 3 clusters Score -2795963 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2796346.000000 Penalty: 971.196106
	Iteration 10Q: 3 clusters Score -2796346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2796520.500000 Penalty: 971.196106
	Iteration 11Q: 3 clusters Score -2796520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2796628.000000 Penalty: 971.196106
	Iteration 12Q: 3 clusters Score -2796628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2796812.000000 Penalty: 971.196106
	Iteration 13Q: 3 clusters Score -2796812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2797039.750000 Penalty: 971.196106
	Iteration 14Q: 3 clusters Score -2797040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2797081.750000 Penalty: 971.196106
	Iteration 15Q: 3 clusters Score -2797082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2797098.500000 Penalty: 971.196106
	Iteration 16Q: 3 clusters Score -2797098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2797109.000000 Penalty: 971.196106
	Iteration 17Q: 3 clusters Score -2797109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2797122.500000 Penalty: 971.196106
	Iteration 18Q: 3 clusters Score -2797122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2797128.500000 Penalty: 971.196106
	Iteration 19Q: 3 clusters Score -2797128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2797130.750000 Penalty: 971.196106
	Iteration 20F: 3 clusters Score -2797131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2797136.750000 Penalty: 971.196106
	Iteration 21Q: 3 clusters Score -2797137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2797141.500000 Penalty: 971.196106
	Iteration 22Q: 3 clusters Score -2797142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2797141.750000 Penalty: 971.196106
	Iteration 23Q: 3 clusters Score -2797142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2797145.000000 Penalty: 971.196106
	Iteration 24Q: 3 clusters Score -2797145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2797142.750000 Penalty: 971.196106
	Iteration 25Q: 3 clusters Score -2797143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2797144.000000 Penalty: 971.196106
	Iteration 26Q: 3 clusters Score -2797144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2797144.750000 Penalty: 971.196106
	Iteration 27Q: 3 clusters Score -2797145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2797144.750000 Penalty: 971.196106
	Iteration 28F: 3 clusters Score -2797145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 112920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 205 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63855 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 68927 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 22134 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 21081 members 
Mstep: Class 23 contains 34611 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 99521 members 
Mstep: Class 27 contains 42526 members 
Mstep: Class 28 contains 710 members 
Mstep: Class 29 contains 882 members 
Mstep: Class 30 contains 626 members 
Entering Unmasked Estep 
Score: -42201616.000000 Penalty: 18364.921875
Splitting cluster 27 changes total score from -42201044.000000 to -42201616.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 205 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63855 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 68927 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 22134 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 21081 members 
Mstep: Class 23 contains 34611 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 99521 members 
Mstep: Class 27 contains 42526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202544.000000 Penalty: 18364.921875
Iteration 79Q: 31 clusters Score -4.220254e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 110306 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 5965 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63422 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2994 members 
Mstep: Class 13 contains 43869 members 
Mstep: Class 14 contains 71033 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 52353 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 46429 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 22034 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 20735 members 
Mstep: Class 23 contains 34543 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 99139 members 
Mstep: Class 27 contains 42528 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204256.000000 Penalty: 18364.921875
Iteration 80F: 31 clusters Score -4.220426e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 107968 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 62665 members 
Mstep: Class 10 contains 15440 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 43855 members 
Mstep: Class 14 contains 73459 members 
Mstep: Class 15 contains 29746 members 
Mstep: Class 16 contains 53227 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 46765 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 21953 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 20308 members 
Mstep: Class 23 contains 34472 members 
Mstep: Class 24 contains 9939 members 
Mstep: Class 25 contains 7062 members 
Mstep: Class 26 contains 98807 members 
Mstep: Class 27 contains 42509 members 
Mstep: Class 28 contains 666 members 
Mstep: Class 29 contains 1049 members 
Mstep: Class 30 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42205500.000000 Penalty: 18364.921875
Iteration 81Q: 31 clusters Score -4.22055e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 105512 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6051 members 
Mstep: Class 5 contains 688 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 61974 members 
Mstep: Class 10 contains 15454 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 43854 members 
Mstep: Class 14 contains 76050 members 
Mstep: Class 15 contains 29716 members 
Mstep: Class 16 contains 54027 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 47079 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 21868 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 19892 members 
Mstep: Class 23 contains 34433 members 
Mstep: Class 24 contains 9915 members 
Mstep: Class 25 contains 7280 members 
Mstep: Class 26 contains 98501 members 
Mstep: Class 27 contains 42506 members 
Mstep: Class 28 contains 667 members 
Mstep: Class 29 contains 1086 members 
Mstep: Class 30 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42207012.000000 Penalty: 18364.921875
Iteration 82Q: 31 clusters Score -4.220701e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 102897 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 61386 members 
Mstep: Class 10 contains 15425 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 43835 members 
Mstep: Class 14 contains 78814 members 
Mstep: Class 15 contains 29692 members 
Mstep: Class 16 contains 54825 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 47233 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 21787 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 19528 members 
Mstep: Class 23 contains 34438 members 
Mstep: Class 24 contains 9893 members 
Mstep: Class 25 contains 7507 members 
Mstep: Class 26 contains 98208 members 
Mstep: Class 27 contains 42477 members 
Mstep: Class 28 contains 664 members 
Mstep: Class 29 contains 1117 members 
Mstep: Class 30 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42208412.000000 Penalty: 18364.921875
Iteration 83Q: 31 clusters Score -4.220841e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 100373 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6104 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 61074 members 
Mstep: Class 10 contains 15345 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 43806 members 
Mstep: Class 14 contains 81303 members 
Mstep: Class 15 contains 29673 members 
Mstep: Class 16 contains 55602 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 47318 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 21681 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 19196 members 
Mstep: Class 23 contains 34430 members 
Mstep: Class 24 contains 9882 members 
Mstep: Class 25 contains 7747 members 
Mstep: Class 26 contains 97909 members 
Mstep: Class 27 contains 42488 members 
Mstep: Class 28 contains 666 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209836.000000 Penalty: 18364.921875
Iteration 84Q: 31 clusters Score -4.220984e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 98094 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 61292 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 3132 members 
Mstep: Class 13 contains 43778 members 
Mstep: Class 14 contains 83077 members 
Mstep: Class 15 contains 29642 members 
Mstep: Class 16 contains 56333 members 
Mstep: Class 17 contains 3030 members 
Mstep: Class 18 contains 47290 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 21567 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 18864 members 
Mstep: Class 23 contains 34407 members 
Mstep: Class 24 contains 9861 members 
Mstep: Class 25 contains 7962 members 
Mstep: Class 26 contains 97700 members 
Mstep: Class 27 contains 42547 members 
Mstep: Class 28 contains 665 members 
Mstep: Class 29 contains 1168 members 
Mstep: Class 30 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210756.000000 Penalty: 18364.921875
Iteration 85Q: 31 clusters Score -4.221076e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 96120 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 61908 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 43745 members 
Mstep: Class 14 contains 84093 members 
Mstep: Class 15 contains 29619 members 
Mstep: Class 16 contains 56993 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 47250 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 21510 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 18542 members 
Mstep: Class 23 contains 34396 members 
Mstep: Class 24 contains 9833 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 97530 members 
Mstep: Class 27 contains 42595 members 
Mstep: Class 28 contains 660 members 
Mstep: Class 29 contains 1190 members 
Mstep: Class 30 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212092.000000 Penalty: 18364.921875
Iteration 86Q: 31 clusters Score -4.221209e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 94337 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6157 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 62768 members 
Mstep: Class 10 contains 15025 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 43720 members 
Mstep: Class 14 contains 84710 members 
Mstep: Class 15 contains 29603 members 
Mstep: Class 16 contains 57602 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 47187 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 18255 members 
Mstep: Class 23 contains 34348 members 
Mstep: Class 24 contains 9819 members 
Mstep: Class 25 contains 8411 members 
Mstep: Class 26 contains 97391 members 
Mstep: Class 27 contains 42649 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 1210 members 
Mstep: Class 30 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42213492.000000 Penalty: 18364.921875
Iteration 87Q: 31 clusters Score -4.221349e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 92689 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 63714 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 3402 members 
Mstep: Class 13 contains 43720 members 
Mstep: Class 14 contains 85220 members 
Mstep: Class 15 contains 29586 members 
Mstep: Class 16 contains 58149 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 47046 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 21393 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 17967 members 
Mstep: Class 23 contains 34312 members 
Mstep: Class 24 contains 9785 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 97264 members 
Mstep: Class 27 contains 42703 members 
Mstep: Class 28 contains 666 members 
Mstep: Class 29 contains 1229 members 
Mstep: Class 30 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214264.000000 Penalty: 18364.921875
Iteration 88Q: 31 clusters Score -4.221426e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 91181 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 64715 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 43713 members 
Mstep: Class 14 contains 85679 members 
Mstep: Class 15 contains 29570 members 
Mstep: Class 16 contains 58603 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 46874 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 17718 members 
Mstep: Class 23 contains 34233 members 
Mstep: Class 24 contains 9764 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 97130 members 
Mstep: Class 27 contains 42746 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1240 members 
Mstep: Class 30 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215328.000000 Penalty: 18364.921875
Iteration 89Q: 31 clusters Score -4.221533e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 89928 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6148 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 65789 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 43702 members 
Mstep: Class 14 contains 85897 members 
Mstep: Class 15 contains 29561 members 
Mstep: Class 16 contains 59064 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 46691 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 17488 members 
Mstep: Class 23 contains 34152 members 
Mstep: Class 24 contains 9741 members 
Mstep: Class 25 contains 8978 members 
Mstep: Class 26 contains 97000 members 
Mstep: Class 27 contains 42792 members 
Mstep: Class 28 contains 683 members 
Mstep: Class 29 contains 1245 members 
Mstep: Class 30 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216020.000000 Penalty: 18364.921875
Iteration 90Q: 31 clusters Score -4.221602e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 88771 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6138 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 66947 members 
Mstep: Class 10 contains 14305 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 43700 members 
Mstep: Class 14 contains 86139 members 
Mstep: Class 15 contains 29561 members 
Mstep: Class 16 contains 59461 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 46464 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 21270 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 17244 members 
Mstep: Class 23 contains 34036 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 9137 members 
Mstep: Class 26 contains 96833 members 
Mstep: Class 27 contains 42829 members 
Mstep: Class 28 contains 692 members 
Mstep: Class 29 contains 1253 members 
Mstep: Class 30 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216732.000000 Penalty: 18364.921875
Iteration 91Q: 31 clusters Score -4.221673e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 87824 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6143 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 68219 members 
Mstep: Class 10 contains 14089 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 3840 members 
Mstep: Class 13 contains 43689 members 
Mstep: Class 14 contains 86163 members 
Mstep: Class 15 contains 29571 members 
Mstep: Class 16 contains 59822 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 46250 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 33878 members 
Mstep: Class 24 contains 9711 members 
Mstep: Class 25 contains 9286 members 
Mstep: Class 26 contains 96658 members 
Mstep: Class 27 contains 42838 members 
Mstep: Class 28 contains 698 members 
Mstep: Class 29 contains 1262 members 
Mstep: Class 30 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217716.000000 Penalty: 18364.921875
Iteration 92Q: 31 clusters Score -4.221772e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 86944 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6145 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 69540 members 
Mstep: Class 10 contains 13865 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 43683 members 
Mstep: Class 14 contains 86044 members 
Mstep: Class 15 contains 29576 members 
Mstep: Class 16 contains 60185 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 46073 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 21218 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 33733 members 
Mstep: Class 24 contains 9701 members 
Mstep: Class 25 contains 9420 members 
Mstep: Class 26 contains 96488 members 
Mstep: Class 27 contains 42839 members 
Mstep: Class 28 contains 701 members 
Mstep: Class 29 contains 1272 members 
Mstep: Class 30 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218584.000000 Penalty: 18364.921875
Iteration 93Q: 31 clusters Score -4.221858e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 86182 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 70989 members 
Mstep: Class 10 contains 13635 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 43691 members 
Mstep: Class 14 contains 85722 members 
Mstep: Class 15 contains 29590 members 
Mstep: Class 16 contains 60444 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 45933 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 21184 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 16453 members 
Mstep: Class 23 contains 33599 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 9572 members 
Mstep: Class 26 contains 96338 members 
Mstep: Class 27 contains 42866 members 
Mstep: Class 28 contains 707 members 
Mstep: Class 29 contains 1281 members 
Mstep: Class 30 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219644.000000 Penalty: 18364.921875
Iteration 94Q: 31 clusters Score -4.221964e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 85470 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 72393 members 
Mstep: Class 10 contains 13425 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 43693 members 
Mstep: Class 14 contains 85408 members 
Mstep: Class 15 contains 29596 members 
Mstep: Class 16 contains 60606 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 45853 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 21153 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 33448 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 96171 members 
Mstep: Class 27 contains 42885 members 
Mstep: Class 28 contains 710 members 
Mstep: Class 29 contains 1288 members 
Mstep: Class 30 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220904.000000 Penalty: 18364.921875
Iteration 95Q: 31 clusters Score -4.22209e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 84799 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6150 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 73775 members 
Mstep: Class 10 contains 13222 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 43697 members 
Mstep: Class 14 contains 85060 members 
Mstep: Class 15 contains 29596 members 
Mstep: Class 16 contains 60731 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 45777 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 21144 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 15914 members 
Mstep: Class 23 contains 33300 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 9903 members 
Mstep: Class 26 contains 96057 members 
Mstep: Class 27 contains 42880 members 
Mstep: Class 28 contains 715 members 
Mstep: Class 29 contains 1291 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42221752.000000 Penalty: 18364.921875
Iteration 96Q: 31 clusters Score -4.222175e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 84197 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 75112 members 
Mstep: Class 10 contains 13017 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 84660 members 
Mstep: Class 15 contains 29611 members 
Mstep: Class 16 contains 60820 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 45710 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 21143 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 15691 members 
Mstep: Class 23 contains 33154 members 
Mstep: Class 24 contains 9646 members 
Mstep: Class 25 contains 10063 members 
Mstep: Class 26 contains 95931 members 
Mstep: Class 27 contains 42878 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 1296 members 
Mstep: Class 30 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42222784.000000 Penalty: 18364.921875
Iteration 97Q: 31 clusters Score -4.222278e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 83691 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 76401 members 
Mstep: Class 10 contains 12791 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 43718 members 
Mstep: Class 14 contains 84153 members 
Mstep: Class 15 contains 29640 members 
Mstep: Class 16 contains 60906 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 45654 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 21132 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 15491 members 
Mstep: Class 23 contains 32995 members 
Mstep: Class 24 contains 9636 members 
Mstep: Class 25 contains 10218 members 
Mstep: Class 26 contains 95814 members 
Mstep: Class 27 contains 42869 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 1296 members 
Mstep: Class 30 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223328.000000 Penalty: 18364.921875
Iteration 98Q: 31 clusters Score -4.222333e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 83323 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6167 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 77535 members 
Mstep: Class 10 contains 12565 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 43736 members 
Mstep: Class 14 contains 83628 members 
Mstep: Class 15 contains 29682 members 
Mstep: Class 16 contains 60973 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 45582 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 21131 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 15319 members 
Mstep: Class 23 contains 32844 members 
Mstep: Class 24 contains 9622 members 
Mstep: Class 25 contains 10368 members 
Mstep: Class 26 contains 95696 members 
Mstep: Class 27 contains 42855 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 1301 members 
Mstep: Class 30 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223764.000000 Penalty: 18364.921875
Iteration 99Q: 31 clusters Score -4.222376e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 82939 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6170 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 78465 members 
Mstep: Class 10 contains 12326 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 4427 members 
Mstep: Class 13 contains 43755 members 
Mstep: Class 14 contains 83294 members 
Mstep: Class 15 contains 29716 members 
Mstep: Class 16 contains 61043 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 45473 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 21147 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 15182 members 
Mstep: Class 23 contains 32708 members 
Mstep: Class 24 contains 9619 members 
Mstep: Class 25 contains 10501 members 
Mstep: Class 26 contains 95597 members 
Mstep: Class 27 contains 42819 members 
Mstep: Class 28 contains 749 members 
Mstep: Class 29 contains 1302 members 
Mstep: Class 30 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42223980.000000 Penalty: 18364.921875
Iteration 100F: 31 clusters Score -4.222398e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 82601 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 79140 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 43785 members 
Mstep: Class 14 contains 83043 members 
Mstep: Class 15 contains 29741 members 
Mstep: Class 16 contains 61125 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 45387 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 21165 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 15061 members 
Mstep: Class 23 contains 32596 members 
Mstep: Class 24 contains 9614 members 
Mstep: Class 25 contains 10655 members 
Mstep: Class 26 contains 95526 members 
Mstep: Class 27 contains 42786 members 
Mstep: Class 28 contains 751 members 
Mstep: Class 29 contains 1306 members 
Mstep: Class 30 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224532.000000 Penalty: 18364.921875
Iteration 101Q: 31 clusters Score -4.222453e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 582 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 79660 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 4514 members 
Mstep: Class 13 contains 43819 members 
Mstep: Class 14 contains 82789 members 
Mstep: Class 15 contains 29767 members 
Mstep: Class 16 contains 61194 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 45261 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 21198 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 14945 members 
Mstep: Class 23 contains 32502 members 
Mstep: Class 24 contains 9618 members 
Mstep: Class 25 contains 10816 members 
Mstep: Class 26 contains 95510 members 
Mstep: Class 27 contains 42740 members 
Mstep: Class 28 contains 753 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42224792.000000 Penalty: 18364.921875
Iteration 102Q: 31 clusters Score -4.222479e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 82266 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 80095 members 
Mstep: Class 10 contains 11562 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 43856 members 
Mstep: Class 14 contains 82493 members 
Mstep: Class 15 contains 29785 members 
Mstep: Class 16 contains 61301 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 45156 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 21212 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 14828 members 
Mstep: Class 23 contains 32397 members 
Mstep: Class 24 contains 9626 members 
Mstep: Class 25 contains 10990 members 
Mstep: Class 26 contains 95535 members 
Mstep: Class 27 contains 42706 members 
Mstep: Class 28 contains 755 members 
Mstep: Class 29 contains 1313 members 
Mstep: Class 30 contains 1051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225016.000000 Penalty: 18364.921875
Iteration 103Q: 31 clusters Score -4.222502e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 82272 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 80268 members 
Mstep: Class 10 contains 11257 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 4582 members 
Mstep: Class 13 contains 43877 members 
Mstep: Class 14 contains 82266 members 
Mstep: Class 15 contains 29803 members 
Mstep: Class 16 contains 61446 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 45078 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 14738 members 
Mstep: Class 23 contains 32304 members 
Mstep: Class 24 contains 9628 members 
Mstep: Class 25 contains 11138 members 
Mstep: Class 26 contains 95582 members 
Mstep: Class 27 contains 42675 members 
Mstep: Class 28 contains 756 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225104.000000 Penalty: 18364.921875
Iteration 104Q: 31 clusters Score -4.22251e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 82297 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6187 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 80383 members 
Mstep: Class 10 contains 10987 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 4602 members 
Mstep: Class 13 contains 43890 members 
Mstep: Class 14 contains 82069 members 
Mstep: Class 15 contains 29812 members 
Mstep: Class 16 contains 61598 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 45008 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 21252 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 14641 members 
Mstep: Class 23 contains 32253 members 
Mstep: Class 24 contains 9622 members 
Mstep: Class 25 contains 11287 members 
Mstep: Class 26 contains 95605 members 
Mstep: Class 27 contains 42655 members 
Mstep: Class 28 contains 759 members 
Mstep: Class 29 contains 1318 members 
Mstep: Class 30 contains 1053 members 
Entering Unmasked Estep 
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Iteration 105Q: 31 clusters Score -4.222506e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 82343 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 80349 members 
Mstep: Class 10 contains 10709 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 43888 members 
Mstep: Class 14 contains 81990 members 
Mstep: Class 15 contains 29824 members 
Mstep: Class 16 contains 61761 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 44959 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 21251 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 14546 members 
Mstep: Class 23 contains 32213 members 
Mstep: Class 24 contains 9612 members 
Mstep: Class 25 contains 11449 members 
Mstep: Class 26 contains 95616 members 
Mstep: Class 27 contains 42651 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 1320 members 
Mstep: Class 30 contains 1052 members 
Entering Unmasked Estep 
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Iteration 106Q: 31 clusters Score -4.222532e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 82394 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 80275 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 4660 members 
Mstep: Class 13 contains 43878 members 
Mstep: Class 14 contains 81950 members 
Mstep: Class 15 contains 29842 members 
Mstep: Class 16 contains 61970 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 44937 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 21245 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 14443 members 
Mstep: Class 23 contains 32175 members 
Mstep: Class 24 contains 9592 members 
Mstep: Class 25 contains 11597 members 
Mstep: Class 26 contains 95643 members 
Mstep: Class 27 contains 42646 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 1321 members 
Mstep: Class 30 contains 1056 members 
Entering Unmasked Estep 
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Iteration 107Q: 31 clusters Score -4.22255e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 82469 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 80145 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 43876 members 
Mstep: Class 14 contains 81926 members 
Mstep: Class 15 contains 29863 members 
Mstep: Class 16 contains 62159 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 44909 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 21232 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 14338 members 
Mstep: Class 23 contains 32133 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 11744 members 
Mstep: Class 26 contains 95650 members 
Mstep: Class 27 contains 42647 members 
Mstep: Class 28 contains 763 members 
Mstep: Class 29 contains 1326 members 
Mstep: Class 30 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225868.000000 Penalty: 18364.921875
Iteration 108Q: 31 clusters Score -4.222587e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 82513 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6193 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79998 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 4746 members 
Mstep: Class 13 contains 43873 members 
Mstep: Class 14 contains 81979 members 
Mstep: Class 15 contains 29875 members 
Mstep: Class 16 contains 62324 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 44858 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 21222 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 14240 members 
Mstep: Class 23 contains 32108 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 11878 members 
Mstep: Class 26 contains 95659 members 
Mstep: Class 27 contains 42647 members 
Mstep: Class 28 contains 768 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42225904.000000 Penalty: 18364.921875
Iteration 109Q: 31 clusters Score -4.22259e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 82533 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79833 members 
Mstep: Class 10 contains 9749 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 43872 members 
Mstep: Class 14 contains 82074 members 
Mstep: Class 15 contains 29884 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 44810 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 21213 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 14162 members 
Mstep: Class 23 contains 32085 members 
Mstep: Class 24 contains 9557 members 
Mstep: Class 25 contains 11996 members 
Mstep: Class 26 contains 95606 members 
Mstep: Class 27 contains 42653 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 1336 members 
Mstep: Class 30 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226124.000000 Penalty: 18364.921875
Iteration 110Q: 31 clusters Score -4.222612e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 82512 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6214 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 381 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79684 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 43870 members 
Mstep: Class 14 contains 82212 members 
Mstep: Class 15 contains 29894 members 
Mstep: Class 16 contains 62650 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 44749 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 21193 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 32053 members 
Mstep: Class 24 contains 9545 members 
Mstep: Class 25 contains 12115 members 
Mstep: Class 26 contains 95588 members 
Mstep: Class 27 contains 42674 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226156.000000 Penalty: 18364.921875
Iteration 111Q: 31 clusters Score -4.222616e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 82467 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79569 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 43870 members 
Mstep: Class 14 contains 82354 members 
Mstep: Class 15 contains 29898 members 
Mstep: Class 16 contains 62842 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 44707 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 21184 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 32022 members 
Mstep: Class 24 contains 9537 members 
Mstep: Class 25 contains 12223 members 
Mstep: Class 26 contains 95563 members 
Mstep: Class 27 contains 42682 members 
Mstep: Class 28 contains 783 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226436.000000 Penalty: 18364.921875
Iteration 112Q: 31 clusters Score -4.222644e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 82400 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6233 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 387 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79464 members 
Mstep: Class 10 contains 9177 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 43870 members 
Mstep: Class 14 contains 82470 members 
Mstep: Class 15 contains 29908 members 
Mstep: Class 16 contains 63038 members 
Mstep: Class 17 contains 2840 members 
Mstep: Class 18 contains 44664 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 21170 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 13941 members 
Mstep: Class 23 contains 32014 members 
Mstep: Class 24 contains 9515 members 
Mstep: Class 25 contains 12345 members 
Mstep: Class 26 contains 95556 members 
Mstep: Class 27 contains 42694 members 
Mstep: Class 28 contains 786 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226412.000000 Penalty: 18364.921875
Iteration 113Q: 31 clusters Score -4.222641e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 82361 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 387 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79413 members 
Mstep: Class 10 contains 9005 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 43866 members 
Mstep: Class 14 contains 82539 members 
Mstep: Class 15 contains 29916 members 
Mstep: Class 16 contains 63213 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 21170 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 13864 members 
Mstep: Class 23 contains 32011 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 12473 members 
Mstep: Class 26 contains 95515 members 
Mstep: Class 27 contains 42703 members 
Mstep: Class 28 contains 791 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226484.000000 Penalty: 18364.921875
Iteration 114Q: 31 clusters Score -4.222648e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 82264 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6249 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79392 members 
Mstep: Class 10 contains 8845 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 43870 members 
Mstep: Class 14 contains 82606 members 
Mstep: Class 15 contains 29925 members 
Mstep: Class 16 contains 63394 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 44598 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 21159 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 13811 members 
Mstep: Class 23 contains 32015 members 
Mstep: Class 24 contains 9440 members 
Mstep: Class 25 contains 12586 members 
Mstep: Class 26 contains 95477 members 
Mstep: Class 27 contains 42720 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226520.000000 Penalty: 18364.921875
Iteration 115Q: 31 clusters Score -4.222652e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 82152 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6262 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79395 members 
Mstep: Class 10 contains 8741 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 43873 members 
Mstep: Class 14 contains 82653 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 63551 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 44548 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 21141 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 13751 members 
Mstep: Class 23 contains 32001 members 
Mstep: Class 24 contains 9415 members 
Mstep: Class 25 contains 12697 members 
Mstep: Class 26 contains 95443 members 
Mstep: Class 27 contains 42737 members 
Mstep: Class 28 contains 797 members 
Mstep: Class 29 contains 1374 members 
Mstep: Class 30 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42226632.000000 Penalty: 18364.921875
Iteration 116Q: 31 clusters Score -4.222663e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 82032 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79384 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 5036 members 
Mstep: Class 13 contains 43872 members 
Mstep: Class 14 contains 82688 members 
Mstep: Class 15 contains 29938 members 
Mstep: Class 16 contains 63720 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 44499 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 21126 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 13689 members 
Mstep: Class 23 contains 31988 members 
Mstep: Class 24 contains 9387 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 95404 members 
Mstep: Class 27 contains 42741 members 
Mstep: Class 28 contains 801 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 604.389648 but Gain 612.164062
Score: -42226612.000000 Penalty: 17752.757812
Iteration 117Q: 30 clusters Score -4.222661e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 82125 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6287 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79395 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 43873 members 
Mstep: Class 14 contains 82705 members 
Mstep: Class 15 contains 29947 members 
Mstep: Class 16 contains 63904 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 44444 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 21101 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13629 members 
Mstep: Class 23 contains 31967 members 
Mstep: Class 24 contains 9362 members 
Mstep: Class 25 contains 12898 members 
Mstep: Class 26 contains 95357 members 
Mstep: Class 27 contains 42750 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42227032.000000 Penalty: 17752.757812
Iteration 118Q: 30 clusters Score -4.222703e+07 nChanged 1627
Entering ConstructFrom: 
Score: -42227032.000000 Penalty: 17752.757812
Entering ConstructFrom: 
Trying to split cluster 1 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -601651.312500 Penalty: 417.632965
	Iteration 0F: 2 clusters Score -601651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -595234.250000 Penalty: 835.265930
	Iteration 0F: 3 clusters Score -595234.2 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -597667.375000 Penalty: 835.265930
	Iteration 1F: 3 clusters Score -597667.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -597824.312500 Penalty: 835.265930
	Iteration 2Q: 3 clusters Score -597824.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -598061.562500 Penalty: 835.265930
	Iteration 3Q: 3 clusters Score -598061.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -598474.625000 Penalty: 835.265930
	Iteration 4F: 3 clusters Score -598474.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -599135.312500 Penalty: 835.265930
	Iteration 5F: 3 clusters Score -599135.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -599919.312500 Penalty: 835.265930
	Iteration 6F: 3 clusters Score -599919.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -600616.062500 Penalty: 835.265930
	Iteration 7F: 3 clusters Score -600616.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -601067.312500 Penalty: 835.265930
	Iteration 8Q: 3 clusters Score -601067.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -601260.187500 Penalty: 835.265930
	Iteration 9Q: 3 clusters Score -601260.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -601352.937500 Penalty: 835.265930
	Iteration 10Q: 3 clusters Score -601352.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -601407.562500 Penalty: 835.265930
	Iteration 11Q: 3 clusters Score -601407.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -601438.812500 Penalty: 835.265930
	Iteration 12Q: 3 clusters Score -601438.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -601456.312500 Penalty: 835.265930
	Iteration 13Q: 3 clusters Score -601456.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -601470.062500 Penalty: 835.265930
	Iteration 14Q: 3 clusters Score -601470.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -601477.187500 Penalty: 835.265930
	Iteration 15Q: 3 clusters Score -601477.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -601482.750000 Penalty: 835.265930
	Iteration 16Q: 3 clusters Score -601482.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -601486.812500 Penalty: 835.265930
	Iteration 17Q: 3 clusters Score -601486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -601490.062500 Penalty: 835.265930
	Iteration 18Q: 3 clusters Score -601490.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -601494.937500 Penalty: 835.265930
	Iteration 19Q: 3 clusters Score -601494.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -601496.062500 Penalty: 835.265930
	Iteration 20F: 3 clusters Score -601496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -601498.375000 Penalty: 835.265930
	Iteration 21Q: 3 clusters Score -601498.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -601502.250000 Penalty: 835.265930
	Iteration 22Q: 3 clusters Score -601502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -601504.062500 Penalty: 835.265930
	Iteration 23Q: 3 clusters Score -601504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -601503.562500 Penalty: 835.265930
	Iteration 24Q: 3 clusters Score -601503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -601502.562500 Penalty: 835.265930
	Iteration 25Q: 3 clusters Score -601502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -601504.250000 Penalty: 835.265930
	Iteration 26Q: 3 clusters Score -601504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -601505.687500 Penalty: 835.265930
	Iteration 27Q: 3 clusters Score -601505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -601506.500000 Penalty: 835.265930
	Iteration 28Q: 3 clusters Score -601506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -601507.625000 Penalty: 835.265930
	Iteration 29Q: 3 clusters Score -601507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -601507.250000 Penalty: 835.265930
	Iteration 30Q: 3 clusters Score -601507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -601507.812500 Penalty: 835.265930
	Iteration 31Q: 3 clusters Score -601507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -601506.687500 Penalty: 835.265930
	Iteration 32Q: 3 clusters Score -601506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -601507.562500 Penalty: 835.265930
	Iteration 33Q: 3 clusters Score -601507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -601507.562500 Penalty: 835.265930
	Iteration 34F: 3 clusters Score -601507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Entering Unmasked Estep 
Score: -5164844.000000 Penalty: 514.780823
	Iteration 0F: 2 clusters Score -5164844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5111334.500000 Penalty: 1029.561646
	Iteration 0F: 3 clusters Score -5111334 nChanged 40190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5136524.000000 Penalty: 1029.561646
	Iteration 1F: 3 clusters Score -5136524 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -5138124.000000 Penalty: 1029.561646
	Iteration 2Q: 3 clusters Score -5138124 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -5140554.000000 Penalty: 1029.561646
	Iteration 3F: 3 clusters Score -5140554 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5144055.000000 Penalty: 1029.561646
	Iteration 4F: 3 clusters Score -5144055 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -5148754.500000 Penalty: 1029.561646
	Iteration 5F: 3 clusters Score -5148754 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -5152728.500000 Penalty: 1029.561646
	Iteration 6F: 3 clusters Score -5152728 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -5154489.500000 Penalty: 1029.561646
	Iteration 7Q: 3 clusters Score -5154490 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5155248.000000 Penalty: 1029.561646
	Iteration 8Q: 3 clusters Score -5155248 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5155797.500000 Penalty: 1029.561646
	Iteration 9Q: 3 clusters Score -5155798 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -5156304.000000 Penalty: 1029.561646
	Iteration 10Q: 3 clusters Score -5156304 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5156842.000000 Penalty: 1029.561646
	Iteration 11Q: 3 clusters Score -5156842 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5157427.000000 Penalty: 1029.561646
	Iteration 12Q: 3 clusters Score -5157427 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5158082.000000 Penalty: 1029.561646
	Iteration 13Q: 3 clusters Score -5158082 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5158781.500000 Penalty: 1029.561646
	Iteration 14Q: 3 clusters Score -5158782 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5159516.000000 Penalty: 1029.561646
	Iteration 15Q: 3 clusters Score -5159516 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5160097.500000 Penalty: 1029.561646
	Iteration 16Q: 3 clusters Score -5160098 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5160644.500000 Penalty: 1029.561646
	Iteration 17Q: 3 clusters Score -5160644 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5161111.000000 Penalty: 1029.561646
	Iteration 18Q: 3 clusters Score -5161111 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5161452.500000 Penalty: 1029.561646
	Iteration 19Q: 3 clusters Score -5161452 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5161699.000000 Penalty: 1029.561646
	Iteration 20F: 3 clusters Score -5161699 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5161884.000000 Penalty: 1029.561646
	Iteration 21Q: 3 clusters Score -5161884 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5162043.000000 Penalty: 1029.561646
	Iteration 22Q: 3 clusters Score -5162043 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5162204.000000 Penalty: 1029.561646
	Iteration 23Q: 3 clusters Score -5162204 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -5162341.500000 Penalty: 1029.561646
	Iteration 24Q: 3 clusters Score -5162342 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5162472.500000 Penalty: 1029.561646
	Iteration 25Q: 3 clusters Score -5162472 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -5162556.000000 Penalty: 1029.561646
	Iteration 26Q: 3 clusters Score -5162556 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5162660.000000 Penalty: 1029.561646
	Iteration 27Q: 3 clusters Score -5162660 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5162714.500000 Penalty: 1029.561646
	Iteration 28Q: 3 clusters Score -5162714 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5162827.000000 Penalty: 1029.561646
	Iteration 29Q: 3 clusters Score -5162827 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5162902.000000 Penalty: 1029.561646
	Iteration 30Q: 3 clusters Score -5162902 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -5162952.000000 Penalty: 1029.561646
	Iteration 31Q: 3 clusters Score -5162952 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5163019.500000 Penalty: 1029.561646
	Iteration 32Q: 3 clusters Score -5163020 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5163084.500000 Penalty: 1029.561646
	Iteration 33Q: 3 clusters Score -5163084 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5163106.000000 Penalty: 1029.561646
	Iteration 34Q: 3 clusters Score -5163106 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5163199.500000 Penalty: 1029.561646
	Iteration 35Q: 3 clusters Score -5163200 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5163275.000000 Penalty: 1029.561646
	Iteration 36Q: 3 clusters Score -5163275 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5163330.000000 Penalty: 1029.561646
	Iteration 37Q: 3 clusters Score -5163330 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -5163359.000000 Penalty: 1029.561646
	Iteration 38Q: 3 clusters Score -5163359 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -5163410.500000 Penalty: 1029.561646
	Iteration 39Q: 3 clusters Score -5163410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5163453.500000 Penalty: 1029.561646
	Iteration 40F: 3 clusters Score -5163454 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5163485.500000 Penalty: 1029.561646
	Iteration 41Q: 3 clusters Score -5163486 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5163555.500000 Penalty: 1029.561646
	Iteration 42Q: 3 clusters Score -5163556 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -5163612.000000 Penalty: 1029.561646
	Iteration 43Q: 3 clusters Score -5163612 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -5163641.000000 Penalty: 1029.561646
	Iteration 44Q: 3 clusters Score -5163641 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -5163681.000000 Penalty: 1029.561646
	Iteration 45Q: 3 clusters Score -5163681 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5163704.500000 Penalty: 1029.561646
	Iteration 46Q: 3 clusters Score -5163704 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5163748.000000 Penalty: 1029.561646
	Iteration 47Q: 3 clusters Score -5163748 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5163772.000000 Penalty: 1029.561646
	Iteration 48Q: 3 clusters Score -5163772 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5163825.500000 Penalty: 1029.561646
	Iteration 49Q: 3 clusters Score -5163826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5163854.500000 Penalty: 1029.561646
	Iteration 50Q: 3 clusters Score -5163854 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5163864.000000 Penalty: 1029.561646
	Iteration 51Q: 3 clusters Score -5163864 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -5163891.000000 Penalty: 1029.561646
	Iteration 52Q: 3 clusters Score -5163891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5163971.500000 Penalty: 1029.561646
	Iteration 53Q: 3 clusters Score -5163972 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -5164002.000000 Penalty: 1029.561646
	Iteration 54Q: 3 clusters Score -5164002 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -5164056.500000 Penalty: 1029.561646
	Iteration 55Q: 3 clusters Score -5164056 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5164103.500000 Penalty: 1029.561646
	Iteration 56Q: 3 clusters Score -5164104 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -5164168.000000 Penalty: 1029.561646
	Iteration 57Q: 3 clusters Score -5164168 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -5164251.000000 Penalty: 1029.561646
	Iteration 58Q: 3 clusters Score -5164251 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5164339.500000 Penalty: 1029.561646
	Iteration 59Q: 3 clusters Score -5164340 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -5164428.000000 Penalty: 1029.561646
	Iteration 60F: 3 clusters Score -5164428 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5164508.000000 Penalty: 1029.561646
	Iteration 61Q: 3 clusters Score -5164508 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5164555.500000 Penalty: 1029.561646
	Iteration 62Q: 3 clusters Score -5164556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -5164600.000000 Penalty: 1029.561646
	Iteration 63Q: 3 clusters Score -5164600 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5164645.500000 Penalty: 1029.561646
	Iteration 64Q: 3 clusters Score -5164646 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -5164698.500000 Penalty: 1029.561646
	Iteration 65Q: 3 clusters Score -5164698 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5164739.500000 Penalty: 1029.561646
	Iteration 66Q: 3 clusters Score -5164740 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -5164780.500000 Penalty: 1029.561646
	Iteration 67Q: 3 clusters Score -5164780 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -5164841.000000 Penalty: 1029.561646
	Iteration 68Q: 3 clusters Score -5164841 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5164902.000000 Penalty: 1029.561646
	Iteration 69Q: 3 clusters Score -5164902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -5164958.000000 Penalty: 1029.561646
	Iteration 70Q: 3 clusters Score -5164958 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5165007.500000 Penalty: 1029.561646
	Iteration 71Q: 3 clusters Score -5165008 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5165040.000000 Penalty: 1029.561646
	Iteration 72Q: 3 clusters Score -5165040 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -5165074.500000 Penalty: 1029.561646
	Iteration 73Q: 3 clusters Score -5165074 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -5165167.500000 Penalty: 1029.561646
	Iteration 74Q: 3 clusters Score -5165168 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5165240.500000 Penalty: 1029.561646
	Iteration 75Q: 3 clusters Score -5165240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5165273.500000 Penalty: 1029.561646
	Iteration 76Q: 3 clusters Score -5165274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -5165330.000000 Penalty: 1029.561646
	Iteration 77Q: 3 clusters Score -5165330 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -5165374.000000 Penalty: 1029.561646
	Iteration 78Q: 3 clusters Score -5165374 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -5165398.500000 Penalty: 1029.561646
	Iteration 79Q: 3 clusters Score -5165398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5165452.500000 Penalty: 1029.561646
	Iteration 80F: 3 clusters Score -5165452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5165493.000000 Penalty: 1029.561646
	Iteration 81Q: 3 clusters Score -5165493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -5165506.500000 Penalty: 1029.561646
	Iteration 82Q: 3 clusters Score -5165506 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -5165510.500000 Penalty: 1029.561646
	Iteration 83Q: 3 clusters Score -5165510 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5165554.000000 Penalty: 1029.561646
	Iteration 84Q: 3 clusters Score -5165554 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5165555.000000 Penalty: 1029.561646
	Iteration 85Q: 3 clusters Score -5165555 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -5165570.000000 Penalty: 1029.561646
	Iteration 86Q: 3 clusters Score -5165570 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5165566.500000 Penalty: 1029.561646
	Iteration 87Q: 3 clusters Score -5165566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5165547.000000 Penalty: 1029.561646
	Iteration 88Q: 3 clusters Score -5165547 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -5165563.000000 Penalty: 1029.561646
	Iteration 89Q: 3 clusters Score -5165563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5165557.500000 Penalty: 1029.561646
	Iteration 90Q: 3 clusters Score -5165558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5165566.000000 Penalty: 1029.561646
	Iteration 91Q: 3 clusters Score -5165566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5165560.000000 Penalty: 1029.561646
	Iteration 92Q: 3 clusters Score -5165560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -5165559.500000 Penalty: 1029.561646
	Iteration 93Q: 3 clusters Score -5165560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5165553.500000 Penalty: 1029.561646
	Iteration 94Q: 3 clusters Score -5165554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -5165548.000000 Penalty: 1029.561646
	Iteration 95Q: 3 clusters Score -5165548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -5165530.000000 Penalty: 1029.561646
	Iteration 96Q: 3 clusters Score -5165530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -5165536.000000 Penalty: 1029.561646
	Iteration 97Q: 3 clusters Score -5165536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -5165528.500000 Penalty: 1029.561646
	Iteration 98Q: 3 clusters Score -5165528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5165532.000000 Penalty: 1029.561646
	Iteration 99Q: 3 clusters Score -5165532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -5165513.500000 Penalty: 1029.561646
	Iteration 100F: 3 clusters Score -5165514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -5165525.500000 Penalty: 1029.561646
	Iteration 101Q: 3 clusters Score -5165526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5165501.000000 Penalty: 1029.561646
	Iteration 102Q: 3 clusters Score -5165501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -5165485.000000 Penalty: 1029.561646
	Iteration 103Q: 3 clusters Score -5165485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5165499.500000 Penalty: 1029.561646
	Iteration 104Q: 3 clusters Score -5165500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5165491.000000 Penalty: 1029.561646
	Iteration 105Q: 3 clusters Score -5165491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5165498.000000 Penalty: 1029.561646
	Iteration 106Q: 3 clusters Score -5165498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -5165499.500000 Penalty: 1029.561646
	Iteration 107Q: 3 clusters Score -5165500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5165496.500000 Penalty: 1029.561646
	Iteration 108Q: 3 clusters Score -5165496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5165488.500000 Penalty: 1029.561646
	Iteration 109Q: 3 clusters Score -5165488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5165485.000000 Penalty: 1029.561646
	Iteration 110Q: 3 clusters Score -5165485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5165471.500000 Penalty: 1029.561646
	Iteration 111Q: 3 clusters Score -5165472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5165476.500000 Penalty: 1029.561646
	Iteration 112Q: 3 clusters Score -5165476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5165459.500000 Penalty: 1029.561646
	Iteration 113Q: 3 clusters Score -5165460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5165453.500000 Penalty: 1029.561646
	Iteration 114Q: 3 clusters Score -5165454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5165452.000000 Penalty: 1029.561646
	Iteration 115Q: 3 clusters Score -5165452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5165430.500000 Penalty: 1029.561646
	Iteration 116Q: 3 clusters Score -5165430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5165438.500000 Penalty: 1029.561646
	Iteration 117Q: 3 clusters Score -5165438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5165438.000000 Penalty: 1029.561646
	Iteration 118Q: 3 clusters Score -5165438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5165439.500000 Penalty: 1029.561646
	Iteration 119Q: 3 clusters Score -5165440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5165438.500000 Penalty: 1029.561646
	Iteration 120F: 3 clusters Score -5165438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5165441.000000 Penalty: 1029.561646
	Iteration 121Q: 3 clusters Score -5165441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5165436.500000 Penalty: 1029.561646
	Iteration 122Q: 3 clusters Score -5165436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5165434.500000 Penalty: 1029.561646
	Iteration 123Q: 3 clusters Score -5165434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -5165433.000000 Penalty: 1029.561646
	Iteration 124Q: 3 clusters Score -5165433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5165444.000000 Penalty: 1029.561646
	Iteration 125Q: 3 clusters Score -5165444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5165438.500000 Penalty: 1029.561646
	Iteration 126Q: 3 clusters Score -5165438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5165436.500000 Penalty: 1029.561646
	Iteration 127Q: 3 clusters Score -5165436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5165436.000000 Penalty: 1029.561646
	Iteration 128Q: 3 clusters Score -5165436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5165444.000000 Penalty: 1029.561646
	Iteration 129Q: 3 clusters Score -5165444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5165440.000000 Penalty: 1029.561646
	Iteration 130Q: 3 clusters Score -5165440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5165437.500000 Penalty: 1029.561646
	Iteration 131Q: 3 clusters Score -5165438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5165434.000000 Penalty: 1029.561646
	Iteration 132Q: 3 clusters Score -5165434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5165437.000000 Penalty: 1029.561646
	Iteration 133Q: 3 clusters Score -5165437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5165432.500000 Penalty: 1029.561646
	Iteration 134Q: 3 clusters Score -5165432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5165420.000000 Penalty: 1029.561646
	Iteration 135Q: 3 clusters Score -5165420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5165420.500000 Penalty: 1029.561646
	Iteration 136Q: 3 clusters Score -5165420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5165411.000000 Penalty: 1029.561646
	Iteration 137Q: 3 clusters Score -5165411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -5165407.000000 Penalty: 1029.561646
	Iteration 138Q: 3 clusters Score -5165407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5165401.000000 Penalty: 1029.561646
	Iteration 139Q: 3 clusters Score -5165401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5165399.500000 Penalty: 1029.561646
	Iteration 140F: 3 clusters Score -5165400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5165395.500000 Penalty: 1029.561646
	Iteration 141Q: 3 clusters Score -5165396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5165394.500000 Penalty: 1029.561646
	Iteration 142Q: 3 clusters Score -5165394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5165394.500000 Penalty: 1029.561646
	Iteration 143F: 3 clusters Score -5165394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 77431 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 82644 members 
Mstep: Class 15 contains 29945 members 
Mstep: Class 16 contains 64042 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13568 members 
Mstep: Class 23 contains 31960 members 
Mstep: Class 24 contains 9343 members 
Mstep: Class 25 contains 12992 members 
Mstep: Class 26 contains 95326 members 
Mstep: Class 27 contains 42749 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 1404 members 
Mstep: Class 30 contains 1078 members 
Entering Unmasked Estep 
Score: -42227528.000000 Penalty: 18364.921875
Splitting cluster 2 changes total score from -42227032.000000 to -42227528.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1760.033569 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1760.034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1793.021118 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1793.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1796.759277 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1796.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1796.759277 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1796.759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -410042.843750 Penalty: 398.076752
	Iteration 0F: 2 clusters Score -410042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -405843.125000 Penalty: 796.153503
	Iteration 0F: 3 clusters Score -405843.1 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -407366.281250 Penalty: 796.153503
	Iteration 1F: 3 clusters Score -407366.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -407506.281250 Penalty: 796.153503
	Iteration 2F: 3 clusters Score -407506.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -407682.156250 Penalty: 796.153503
	Iteration 3Q: 3 clusters Score -407682.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -407926.781250 Penalty: 796.153503
	Iteration 4F: 3 clusters Score -407926.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -408227.906250 Penalty: 796.153503
	Iteration 5F: 3 clusters Score -408227.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -408533.000000 Penalty: 796.153503
	Iteration 6F: 3 clusters Score -408533 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -408782.000000 Penalty: 796.153503
	Iteration 7F: 3 clusters Score -408782 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -408965.343750 Penalty: 796.153503
	Iteration 8F: 3 clusters Score -408965.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -409092.125000 Penalty: 796.153503
	Iteration 9Q: 3 clusters Score -409092.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -409181.281250 Penalty: 796.153503
	Iteration 10Q: 3 clusters Score -409181.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -409257.531250 Penalty: 796.153503
	Iteration 11Q: 3 clusters Score -409257.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -409346.875000 Penalty: 796.153503
	Iteration 12Q: 3 clusters Score -409346.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -409427.656250 Penalty: 796.153503
	Iteration 13Q: 3 clusters Score -409427.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -409481.781250 Penalty: 796.153503
	Iteration 14Q: 3 clusters Score -409481.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -409533.125000 Penalty: 796.153503
	Iteration 15Q: 3 clusters Score -409533.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -409578.437500 Penalty: 796.153503
	Iteration 16Q: 3 clusters Score -409578.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -409611.468750 Penalty: 796.153503
	Iteration 17Q: 3 clusters Score -409611.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -409636.968750 Penalty: 796.153503
	Iteration 18Q: 3 clusters Score -409637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -409669.000000 Penalty: 796.153503
	Iteration 19Q: 3 clusters Score -409669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -409701.031250 Penalty: 796.153503
	Iteration 20F: 3 clusters Score -409701 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -409721.812500 Penalty: 796.153503
	Iteration 21Q: 3 clusters Score -409721.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -409730.906250 Penalty: 796.153503
	Iteration 22Q: 3 clusters Score -409730.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -409736.031250 Penalty: 796.153503
	Iteration 23Q: 3 clusters Score -409736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -409738.843750 Penalty: 796.153503
	Iteration 24Q: 3 clusters Score -409738.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -409740.750000 Penalty: 796.153503
	Iteration 25Q: 3 clusters Score -409740.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -409742.593750 Penalty: 796.153503
	Iteration 26Q: 3 clusters Score -409742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -409742.531250 Penalty: 796.153503
	Iteration 27Q: 3 clusters Score -409742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -409742.656250 Penalty: 796.153503
	Iteration 28Q: 3 clusters Score -409742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -409743.031250 Penalty: 796.153503
	Iteration 29Q: 3 clusters Score -409743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -409743.343750 Penalty: 796.153503
	Iteration 30Q: 3 clusters Score -409743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -409743.343750 Penalty: 796.153503
	Iteration 31F: 3 clusters Score -409743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -179117.968750 Penalty: 366.509674
	Iteration 0F: 2 clusters Score -179118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -176921.296875 Penalty: 733.019348
	Iteration 0F: 3 clusters Score -176921.3 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -177928.375000 Penalty: 733.019348
	Iteration 1F: 3 clusters Score -177928.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -178098.843750 Penalty: 733.019348
	Iteration 2F: 3 clusters Score -178098.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -178210.984375 Penalty: 733.019348
	Iteration 3F: 3 clusters Score -178211 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -178301.062500 Penalty: 733.019348
	Iteration 4Q: 3 clusters Score -178301.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -178367.359375 Penalty: 733.019348
	Iteration 5Q: 3 clusters Score -178367.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -178405.390625 Penalty: 733.019348
	Iteration 6Q: 3 clusters Score -178405.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -178433.343750 Penalty: 733.019348
	Iteration 7Q: 3 clusters Score -178433.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -178452.609375 Penalty: 733.019348
	Iteration 8Q: 3 clusters Score -178452.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -178466.890625 Penalty: 733.019348
	Iteration 9Q: 3 clusters Score -178466.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -178472.937500 Penalty: 733.019348
	Iteration 10Q: 3 clusters Score -178472.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -178476.843750 Penalty: 733.019348
	Iteration 11Q: 3 clusters Score -178476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -178479.140625 Penalty: 733.019348
	Iteration 12Q: 3 clusters Score -178479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -178481.671875 Penalty: 733.019348
	Iteration 13Q: 3 clusters Score -178481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -178483.703125 Penalty: 733.019348
	Iteration 14Q: 3 clusters Score -178483.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -178484.890625 Penalty: 733.019348
	Iteration 15Q: 3 clusters Score -178484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -178486.000000 Penalty: 733.019348
	Iteration 16Q: 3 clusters Score -178486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -178487.343750 Penalty: 733.019348
	Iteration 17Q: 3 clusters Score -178487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -178487.968750 Penalty: 733.019348
	Iteration 18Q: 3 clusters Score -178488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -178489.156250 Penalty: 733.019348
	Iteration 19Q: 3 clusters Score -178489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -178491.015625 Penalty: 733.019348
	Iteration 20F: 3 clusters Score -178491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -178491.875000 Penalty: 733.019348
	Iteration 21Q: 3 clusters Score -178491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -178494.000000 Penalty: 733.019348
	Iteration 22Q: 3 clusters Score -178494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -178496.625000 Penalty: 733.019348
	Iteration 23Q: 3 clusters Score -178496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -178498.281250 Penalty: 733.019348
	Iteration 24Q: 3 clusters Score -178498.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -178499.531250 Penalty: 733.019348
	Iteration 25Q: 3 clusters Score -178499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -178501.437500 Penalty: 733.019348
	Iteration 26Q: 3 clusters Score -178501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -178502.781250 Penalty: 733.019348
	Iteration 27Q: 3 clusters Score -178502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -178504.625000 Penalty: 733.019348
	Iteration 28Q: 3 clusters Score -178504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -178506.406250 Penalty: 733.019348
	Iteration 29Q: 3 clusters Score -178506.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -178509.531250 Penalty: 733.019348
	Iteration 30Q: 3 clusters Score -178509.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -178513.906250 Penalty: 733.019348
	Iteration 31Q: 3 clusters Score -178513.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -178519.750000 Penalty: 733.019348
	Iteration 32Q: 3 clusters Score -178519.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -178523.218750 Penalty: 733.019348
	Iteration 33Q: 3 clusters Score -178523.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -178527.281250 Penalty: 733.019348
	Iteration 34Q: 3 clusters Score -178527.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -178532.078125 Penalty: 733.019348
	Iteration 35Q: 3 clusters Score -178532.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -178537.046875 Penalty: 733.019348
	Iteration 36Q: 3 clusters Score -178537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -178539.750000 Penalty: 733.019348
	Iteration 37Q: 3 clusters Score -178539.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -178542.890625 Penalty: 733.019348
	Iteration 38Q: 3 clusters Score -178542.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178546.000000 Penalty: 733.019348
	Iteration 39Q: 3 clusters Score -178546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178551.625000 Penalty: 733.019348
	Iteration 40F: 3 clusters Score -178551.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -178557.078125 Penalty: 733.019348
	Iteration 41Q: 3 clusters Score -178557.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178561.671875 Penalty: 733.019348
	Iteration 42Q: 3 clusters Score -178561.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -178567.125000 Penalty: 733.019348
	Iteration 43Q: 3 clusters Score -178567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -178572.968750 Penalty: 733.019348
	Iteration 44Q: 3 clusters Score -178573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178576.203125 Penalty: 733.019348
	Iteration 45Q: 3 clusters Score -178576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -178578.375000 Penalty: 733.019348
	Iteration 46Q: 3 clusters Score -178578.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -178583.343750 Penalty: 733.019348
	Iteration 47Q: 3 clusters Score -178583.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -178589.421875 Penalty: 733.019348
	Iteration 48Q: 3 clusters Score -178589.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178595.546875 Penalty: 733.019348
	Iteration 49Q: 3 clusters Score -178595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -178601.031250 Penalty: 733.019348
	Iteration 50Q: 3 clusters Score -178601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -178607.062500 Penalty: 733.019348
	Iteration 51Q: 3 clusters Score -178607.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -178613.203125 Penalty: 733.019348
	Iteration 52Q: 3 clusters Score -178613.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178619.046875 Penalty: 733.019348
	Iteration 53Q: 3 clusters Score -178619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178626.812500 Penalty: 733.019348
	Iteration 54Q: 3 clusters Score -178626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178640.281250 Penalty: 733.019348
	Iteration 55Q: 3 clusters Score -178640.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178650.093750 Penalty: 733.019348
	Iteration 56Q: 3 clusters Score -178650.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178658.953125 Penalty: 733.019348
	Iteration 57Q: 3 clusters Score -178659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178665.703125 Penalty: 733.019348
	Iteration 58Q: 3 clusters Score -178665.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178670.687500 Penalty: 733.019348
	Iteration 59Q: 3 clusters Score -178670.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178678.390625 Penalty: 733.019348
	Iteration 60F: 3 clusters Score -178678.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -178687.515625 Penalty: 733.019348
	Iteration 61Q: 3 clusters Score -178687.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178694.375000 Penalty: 733.019348
	Iteration 62Q: 3 clusters Score -178694.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178700.421875 Penalty: 733.019348
	Iteration 63Q: 3 clusters Score -178700.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -178708.453125 Penalty: 733.019348
	Iteration 64Q: 3 clusters Score -178708.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -178714.703125 Penalty: 733.019348
	Iteration 65Q: 3 clusters Score -178714.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -178722.078125 Penalty: 733.019348
	Iteration 66Q: 3 clusters Score -178722.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178727.562500 Penalty: 733.019348
	Iteration 67Q: 3 clusters Score -178727.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -178733.375000 Penalty: 733.019348
	Iteration 68Q: 3 clusters Score -178733.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -178737.078125 Penalty: 733.019348
	Iteration 69Q: 3 clusters Score -178737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178739.984375 Penalty: 733.019348
	Iteration 70Q: 3 clusters Score -178740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -178743.921875 Penalty: 733.019348
	Iteration 71Q: 3 clusters Score -178743.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -178749.921875 Penalty: 733.019348
	Iteration 72Q: 3 clusters Score -178749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -178753.546875 Penalty: 733.019348
	Iteration 73Q: 3 clusters Score -178753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -178759.687500 Penalty: 733.019348
	Iteration 74Q: 3 clusters Score -178759.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -178766.390625 Penalty: 733.019348
	Iteration 75Q: 3 clusters Score -178766.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -178773.546875 Penalty: 733.019348
	Iteration 76Q: 3 clusters Score -178773.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -178779.875000 Penalty: 733.019348
	Iteration 77Q: 3 clusters Score -178779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -178784.421875 Penalty: 733.019348
	Iteration 78Q: 3 clusters Score -178784.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -178790.312500 Penalty: 733.019348
	Iteration 79Q: 3 clusters Score -178790.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -178795.734375 Penalty: 733.019348
	Iteration 80F: 3 clusters Score -178795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -178802.390625 Penalty: 733.019348
	Iteration 81Q: 3 clusters Score -178802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -178806.578125 Penalty: 733.019348
	Iteration 82Q: 3 clusters Score -178806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -178811.406250 Penalty: 733.019348
	Iteration 83Q: 3 clusters Score -178811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -178817.359375 Penalty: 733.019348
	Iteration 84Q: 3 clusters Score -178817.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -178819.812500 Penalty: 733.019348
	Iteration 85Q: 3 clusters Score -178819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -178821.546875 Penalty: 733.019348
	Iteration 86Q: 3 clusters Score -178821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -178824.078125 Penalty: 733.019348
	Iteration 87Q: 3 clusters Score -178824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -178824.906250 Penalty: 733.019348
	Iteration 88Q: 3 clusters Score -178824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -178827.109375 Penalty: 733.019348
	Iteration 89Q: 3 clusters Score -178827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -178828.031250 Penalty: 733.019348
	Iteration 90Q: 3 clusters Score -178828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -178828.468750 Penalty: 733.019348
	Iteration 91Q: 3 clusters Score -178828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -178829.140625 Penalty: 733.019348
	Iteration 92Q: 3 clusters Score -178829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -178830.562500 Penalty: 733.019348
	Iteration 93Q: 3 clusters Score -178830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -178832.187500 Penalty: 733.019348
	Iteration 94Q: 3 clusters Score -178832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -178835.375000 Penalty: 733.019348
	Iteration 95Q: 3 clusters Score -178835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -178838.984375 Penalty: 733.019348
	Iteration 96Q: 3 clusters Score -178839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -178843.015625 Penalty: 733.019348
	Iteration 97Q: 3 clusters Score -178843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -178844.984375 Penalty: 733.019348
	Iteration 98Q: 3 clusters Score -178845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -178844.968750 Penalty: 733.019348
	Iteration 99Q: 3 clusters Score -178845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -178844.953125 Penalty: 733.019348
	Iteration 100F: 3 clusters Score -178845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23167.488281 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23167.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22755.564453 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -22755.56 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22825.302734 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -22825.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22854.332031 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -22854.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22874.066406 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -22874.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22889.371094 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -22889.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22900.095703 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -22900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22905.166016 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -22905.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22909.318359 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -22909.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22912.255859 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -22912.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22913.353516 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -22913.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22913.943359 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -22913.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22913.943359 Penalty: 542.919373
	Iteration 11F: 3 clusters Score -22913.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4568.660156 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4568.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4662.200684 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4662.201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4670.088379 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4670.088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (79455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Entering Unmasked Estep 
Score: -4970228.500000 Penalty: 513.374023
	Iteration 0F: 2 clusters Score -4970228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4919107.000000 Penalty: 1026.748047
	Iteration 0F: 3 clusters Score -4919107 nChanged 38746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4944427.000000 Penalty: 1026.748047
	Iteration 1F: 3 clusters Score -4944427 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -4947517.500000 Penalty: 1026.748047
	Iteration 2F: 3 clusters Score -4947518 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4952373.500000 Penalty: 1026.748047
	Iteration 3F: 3 clusters Score -4952374 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4958837.500000 Penalty: 1026.748047
	Iteration 4F: 3 clusters Score -4958838 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4964851.000000 Penalty: 1026.748047
	Iteration 5F: 3 clusters Score -4964851 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4968126.500000 Penalty: 1026.748047
	Iteration 6Q: 3 clusters Score -4968126 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4969223.000000 Penalty: 1026.748047
	Iteration 7Q: 3 clusters Score -4969223 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4969617.000000 Penalty: 1026.748047
	Iteration 8Q: 3 clusters Score -4969617 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4969704.500000 Penalty: 1026.748047
	Iteration 9Q: 3 clusters Score -4969704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4969759.500000 Penalty: 1026.748047
	Iteration 10Q: 3 clusters Score -4969760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4969811.500000 Penalty: 1026.748047
	Iteration 11Q: 3 clusters Score -4969812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4969833.000000 Penalty: 1026.748047
	Iteration 12Q: 3 clusters Score -4969833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4969854.500000 Penalty: 1026.748047
	Iteration 13Q: 3 clusters Score -4969854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4969860.500000 Penalty: 1026.748047
	Iteration 14Q: 3 clusters Score -4969860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4969862.500000 Penalty: 1026.748047
	Iteration 15Q: 3 clusters Score -4969862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4969861.500000 Penalty: 1026.748047
	Iteration 16Q: 3 clusters Score -4969862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4969860.500000 Penalty: 1026.748047
	Iteration 17Q: 3 clusters Score -4969860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4969864.000000 Penalty: 1026.748047
	Iteration 18Q: 3 clusters Score -4969864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4969866.500000 Penalty: 1026.748047
	Iteration 19Q: 3 clusters Score -4969866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4969870.000000 Penalty: 1026.748047
	Iteration 20F: 3 clusters Score -4969870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -548724.000000 Penalty: 412.707886
	Iteration 0F: 2 clusters Score -548724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -542863.250000 Penalty: 825.415771
	Iteration 0F: 3 clusters Score -542863.2 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -545138.750000 Penalty: 825.415771
	Iteration 1F: 3 clusters Score -545138.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -545502.750000 Penalty: 825.415771
	Iteration 2F: 3 clusters Score -545502.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -546104.250000 Penalty: 825.415771
	Iteration 3F: 3 clusters Score -546104.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -546923.500000 Penalty: 825.415771
	Iteration 4F: 3 clusters Score -546923.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -547737.062500 Penalty: 825.415771
	Iteration 5F: 3 clusters Score -547737.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -548156.562500 Penalty: 825.415771
	Iteration 6F: 3 clusters Score -548156.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -548297.437500 Penalty: 825.415771
	Iteration 7Q: 3 clusters Score -548297.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -548381.937500 Penalty: 825.415771
	Iteration 8Q: 3 clusters Score -548381.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -548449.125000 Penalty: 825.415771
	Iteration 9Q: 3 clusters Score -548449.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -548499.812500 Penalty: 825.415771
	Iteration 10Q: 3 clusters Score -548499.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -548535.125000 Penalty: 825.415771
	Iteration 11Q: 3 clusters Score -548535.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -548558.125000 Penalty: 825.415771
	Iteration 12Q: 3 clusters Score -548558.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -548577.062500 Penalty: 825.415771
	Iteration 13Q: 3 clusters Score -548577.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -548594.187500 Penalty: 825.415771
	Iteration 14Q: 3 clusters Score -548594.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -548608.812500 Penalty: 825.415771
	Iteration 15Q: 3 clusters Score -548608.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -548617.312500 Penalty: 825.415771
	Iteration 16Q: 3 clusters Score -548617.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -548623.937500 Penalty: 825.415771
	Iteration 17Q: 3 clusters Score -548623.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -548628.812500 Penalty: 825.415771
	Iteration 18Q: 3 clusters Score -548628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -548637.500000 Penalty: 825.415771
	Iteration 19Q: 3 clusters Score -548637.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -548643.875000 Penalty: 825.415771
	Iteration 20F: 3 clusters Score -548643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -548647.312500 Penalty: 825.415771
	Iteration 21Q: 3 clusters Score -548647.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -548648.062500 Penalty: 825.415771
	Iteration 22Q: 3 clusters Score -548648.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -548648.937500 Penalty: 825.415771
	Iteration 23Q: 3 clusters Score -548648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -548651.875000 Penalty: 825.415771
	Iteration 24Q: 3 clusters Score -548651.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -548653.937500 Penalty: 825.415771
	Iteration 25Q: 3 clusters Score -548653.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -548658.062500 Penalty: 825.415771
	Iteration 26Q: 3 clusters Score -548658.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -548661.375000 Penalty: 825.415771
	Iteration 27Q: 3 clusters Score -548661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -548665.812500 Penalty: 825.415771
	Iteration 28Q: 3 clusters Score -548665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -548670.687500 Penalty: 825.415771
	Iteration 29Q: 3 clusters Score -548670.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -548671.312500 Penalty: 825.415771
	Iteration 30Q: 3 clusters Score -548671.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -548672.437500 Penalty: 825.415771
	Iteration 31Q: 3 clusters Score -548672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -548672.187500 Penalty: 825.415771
	Iteration 32Q: 3 clusters Score -548672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -548673.187500 Penalty: 825.415771
	Iteration 33Q: 3 clusters Score -548673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -548673.562500 Penalty: 825.415771
	Iteration 34Q: 3 clusters Score -548673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -548673.125000 Penalty: 825.415771
	Iteration 35Q: 3 clusters Score -548673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -548673.062500 Penalty: 825.415771
	Iteration 36Q: 3 clusters Score -548673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -548673.375000 Penalty: 825.415771
	Iteration 37Q: 3 clusters Score -548673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -548674.187500 Penalty: 825.415771
	Iteration 38Q: 3 clusters Score -548674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -548675.125000 Penalty: 825.415771
	Iteration 39Q: 3 clusters Score -548675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -548674.562500 Penalty: 825.415771
	Iteration 40F: 3 clusters Score -548674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -548674.937500 Penalty: 825.415771
	Iteration 41Q: 3 clusters Score -548674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -548675.875000 Penalty: 825.415771
	Iteration 42Q: 3 clusters Score -548675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -548675.125000 Penalty: 825.415771
	Iteration 43Q: 3 clusters Score -548675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -548675.187500 Penalty: 825.415771
	Iteration 44Q: 3 clusters Score -548675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -548675.812500 Penalty: 825.415771
	Iteration 45Q: 3 clusters Score -548675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -548675.875000 Penalty: 825.415771
	Iteration 46Q: 3 clusters Score -548675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -548676.125000 Penalty: 825.415771
	Iteration 47Q: 3 clusters Score -548676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -548675.875000 Penalty: 825.415771
	Iteration 48Q: 3 clusters Score -548675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -548677.000000 Penalty: 825.415771
	Iteration 49Q: 3 clusters Score -548677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -548675.500000 Penalty: 825.415771
	Iteration 50Q: 3 clusters Score -548675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -548676.625000 Penalty: 825.415771
	Iteration 51Q: 3 clusters Score -548676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -548676.875000 Penalty: 825.415771
	Iteration 52Q: 3 clusters Score -548676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -548677.437500 Penalty: 825.415771
	Iteration 53Q: 3 clusters Score -548677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -548677.500000 Penalty: 825.415771
	Iteration 54Q: 3 clusters Score -548677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -548678.812500 Penalty: 825.415771
	Iteration 55Q: 3 clusters Score -548678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -548678.312500 Penalty: 825.415771
	Iteration 56Q: 3 clusters Score -548678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -548679.687500 Penalty: 825.415771
	Iteration 57Q: 3 clusters Score -548679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -548678.937500 Penalty: 825.415771
	Iteration 58Q: 3 clusters Score -548678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -548679.250000 Penalty: 825.415771
	Iteration 59Q: 3 clusters Score -548679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -548680.187500 Penalty: 825.415771
	Iteration 60F: 3 clusters Score -548680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -548681.875000 Penalty: 825.415771
	Iteration 61Q: 3 clusters Score -548681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -548682.125000 Penalty: 825.415771
	Iteration 62Q: 3 clusters Score -548682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -548682.312500 Penalty: 825.415771
	Iteration 63Q: 3 clusters Score -548682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -548682.375000 Penalty: 825.415771
	Iteration 64Q: 3 clusters Score -548682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -548682.375000 Penalty: 825.415771
	Iteration 65F: 3 clusters Score -548682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -62044.281250 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -62044.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61217.089844 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -61217.09 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -61597.320312 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -61597.32 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61668.796875 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -61668.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61714.964844 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -61714.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61745.062500 Penalty: 637.361633
	Iteration 4Q: 3 clusters Score -61745.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61778.421875 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -61778.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61795.859375 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -61795.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61802.718750 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -61802.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61805.453125 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -61805.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61806.894531 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -61806.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61807.714844 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -61807.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61808.855469 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -61808.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61809.117188 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -61809.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61809.765625 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -61809.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61810.148438 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -61810.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61810.453125 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -61810.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61810.812500 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -61810.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61811.425781 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -61811.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61812.121094 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -61812.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61812.343750 Penalty: 637.361633
	Iteration 19Q: 3 clusters Score -61812.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61812.343750 Penalty: 637.361633
	Iteration 20F: 3 clusters Score -61812.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -342797.406250 Penalty: 388.620300
	Iteration 0F: 2 clusters Score -342797.4 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 2502 members 
Entering Unmasked Estep 
Score: -339353.250000 Penalty: 777.240601
	Iteration 0F: 3 clusters Score -339353.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -340809.718750 Penalty: 777.240601
	Iteration 1F: 3 clusters Score -340809.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -341058.625000 Penalty: 777.240601
	Iteration 2F: 3 clusters Score -341058.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -341301.968750 Penalty: 777.240601
	Iteration 3F: 3 clusters Score -341302 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -341544.968750 Penalty: 777.240601
	Iteration 4F: 3 clusters Score -341545 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -341817.781250 Penalty: 777.240601
	Iteration 5F: 3 clusters Score -341817.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -342028.875000 Penalty: 777.240601
	Iteration 6Q: 3 clusters Score -342028.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -342159.937500 Penalty: 777.240601
	Iteration 7Q: 3 clusters Score -342159.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -342209.687500 Penalty: 777.240601
	Iteration 8Q: 3 clusters Score -342209.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -342236.562500 Penalty: 777.240601
	Iteration 9Q: 3 clusters Score -342236.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -342250.468750 Penalty: 777.240601
	Iteration 10Q: 3 clusters Score -342250.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -342260.500000 Penalty: 777.240601
	Iteration 11Q: 3 clusters Score -342260.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -342269.625000 Penalty: 777.240601
	Iteration 12Q: 3 clusters Score -342269.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -342277.906250 Penalty: 777.240601
	Iteration 13Q: 3 clusters Score -342277.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -342286.093750 Penalty: 777.240601
	Iteration 14Q: 3 clusters Score -342286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -342289.937500 Penalty: 777.240601
	Iteration 15Q: 3 clusters Score -342289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -342293.406250 Penalty: 777.240601
	Iteration 16Q: 3 clusters Score -342293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -342296.000000 Penalty: 777.240601
	Iteration 17Q: 3 clusters Score -342296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -342299.875000 Penalty: 777.240601
	Iteration 18Q: 3 clusters Score -342299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -342302.250000 Penalty: 777.240601
	Iteration 19Q: 3 clusters Score -342302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -342303.250000 Penalty: 777.240601
	Iteration 20F: 3 clusters Score -342303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -342303.906250 Penalty: 777.240601
	Iteration 21Q: 3 clusters Score -342303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -342304.718750 Penalty: 777.240601
	Iteration 22Q: 3 clusters Score -342304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -342306.375000 Penalty: 777.240601
	Iteration 23Q: 3 clusters Score -342306.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -342310.187500 Penalty: 777.240601
	Iteration 24Q: 3 clusters Score -342310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -342317.156250 Penalty: 777.240601
	Iteration 25Q: 3 clusters Score -342317.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -342320.968750 Penalty: 777.240601
	Iteration 26Q: 3 clusters Score -342321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -342325.000000 Penalty: 777.240601
	Iteration 27Q: 3 clusters Score -342325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -342331.250000 Penalty: 777.240601
	Iteration 28Q: 3 clusters Score -342331.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -342339.125000 Penalty: 777.240601
	Iteration 29Q: 3 clusters Score -342339.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -342352.531250 Penalty: 777.240601
	Iteration 30Q: 3 clusters Score -342352.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -342366.468750 Penalty: 777.240601
	Iteration 31Q: 3 clusters Score -342366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -342371.343750 Penalty: 777.240601
	Iteration 32Q: 3 clusters Score -342371.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -342375.843750 Penalty: 777.240601
	Iteration 33Q: 3 clusters Score -342375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -342378.687500 Penalty: 777.240601
	Iteration 34Q: 3 clusters Score -342378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -342381.968750 Penalty: 777.240601
	Iteration 35Q: 3 clusters Score -342382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -342383.718750 Penalty: 777.240601
	Iteration 36Q: 3 clusters Score -342383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -342385.718750 Penalty: 777.240601
	Iteration 37Q: 3 clusters Score -342385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -342386.500000 Penalty: 777.240601
	Iteration 38Q: 3 clusters Score -342386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -342389.187500 Penalty: 777.240601
	Iteration 39Q: 3 clusters Score -342389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -342391.093750 Penalty: 777.240601
	Iteration 40F: 3 clusters Score -342391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -342391.656250 Penalty: 777.240601
	Iteration 41Q: 3 clusters Score -342391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -342393.781250 Penalty: 777.240601
	Iteration 42Q: 3 clusters Score -342393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -342395.062500 Penalty: 777.240601
	Iteration 43Q: 3 clusters Score -342395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -342395.937500 Penalty: 777.240601
	Iteration 44Q: 3 clusters Score -342395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -342397.281250 Penalty: 777.240601
	Iteration 45Q: 3 clusters Score -342397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -342400.312500 Penalty: 777.240601
	Iteration 46Q: 3 clusters Score -342400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -342404.312500 Penalty: 777.240601
	Iteration 47Q: 3 clusters Score -342404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -342405.375000 Penalty: 777.240601
	Iteration 48Q: 3 clusters Score -342405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -342407.812500 Penalty: 777.240601
	Iteration 49Q: 3 clusters Score -342407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -342407.937500 Penalty: 777.240601
	Iteration 50Q: 3 clusters Score -342407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -342408.812500 Penalty: 777.240601
	Iteration 51Q: 3 clusters Score -342408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -342409.343750 Penalty: 777.240601
	Iteration 52Q: 3 clusters Score -342409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -342410.312500 Penalty: 777.240601
	Iteration 53Q: 3 clusters Score -342410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -342413.093750 Penalty: 777.240601
	Iteration 54Q: 3 clusters Score -342413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -342415.375000 Penalty: 777.240601
	Iteration 55Q: 3 clusters Score -342415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -342419.625000 Penalty: 777.240601
	Iteration 56Q: 3 clusters Score -342419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -342425.437500 Penalty: 777.240601
	Iteration 57Q: 3 clusters Score -342425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -342430.031250 Penalty: 777.240601
	Iteration 58Q: 3 clusters Score -342430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -342434.281250 Penalty: 777.240601
	Iteration 59Q: 3 clusters Score -342434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -342439.312500 Penalty: 777.240601
	Iteration 60F: 3 clusters Score -342439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -342443.968750 Penalty: 777.240601
	Iteration 61Q: 3 clusters Score -342444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -342450.375000 Penalty: 777.240601
	Iteration 62Q: 3 clusters Score -342450.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -342453.781250 Penalty: 777.240601
	Iteration 63Q: 3 clusters Score -342453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -342455.031250 Penalty: 777.240601
	Iteration 64Q: 3 clusters Score -342455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -342455.687500 Penalty: 777.240601
	Iteration 65Q: 3 clusters Score -342455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -342455.687500 Penalty: 777.240601
	Iteration 66F: 3 clusters Score -342455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Entering Unmasked Estep 
Score: -2900221.500000 Penalty: 486.349884
	Iteration 0F: 2 clusters Score -2900222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2871432.750000 Penalty: 972.699768
	Iteration 0F: 3 clusters Score -2871433 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2884105.500000 Penalty: 972.699768
	Iteration 1F: 3 clusters Score -2884106 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2884755.250000 Penalty: 972.699768
	Iteration 2Q: 3 clusters Score -2884755 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2885813.250000 Penalty: 972.699768
	Iteration 3Q: 3 clusters Score -2885813 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2887412.500000 Penalty: 972.699768
	Iteration 4F: 3 clusters Score -2887412 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2889652.750000 Penalty: 972.699768
	Iteration 5F: 3 clusters Score -2889653 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2891822.500000 Penalty: 972.699768
	Iteration 6F: 3 clusters Score -2891822 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -2893244.750000 Penalty: 972.699768
	Iteration 7F: 3 clusters Score -2893245 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2894079.000000 Penalty: 972.699768
	Iteration 8Q: 3 clusters Score -2894079 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -2894506.750000 Penalty: 972.699768
	Iteration 9Q: 3 clusters Score -2894507 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -2894836.500000 Penalty: 972.699768
	Iteration 10Q: 3 clusters Score -2894836 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2895127.000000 Penalty: 972.699768
	Iteration 11Q: 3 clusters Score -2895127 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -2895368.250000 Penalty: 972.699768
	Iteration 12Q: 3 clusters Score -2895368 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -2895558.500000 Penalty: 972.699768
	Iteration 13Q: 3 clusters Score -2895558 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -2895735.750000 Penalty: 972.699768
	Iteration 14Q: 3 clusters Score -2895736 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -2895919.500000 Penalty: 972.699768
	Iteration 15Q: 3 clusters Score -2895920 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -2896068.750000 Penalty: 972.699768
	Iteration 16Q: 3 clusters Score -2896069 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -2896260.500000 Penalty: 972.699768
	Iteration 17Q: 3 clusters Score -2896260 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -2896465.000000 Penalty: 972.699768
	Iteration 18Q: 3 clusters Score -2896465 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -2896649.250000 Penalty: 972.699768
	Iteration 19Q: 3 clusters Score -2896649 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -2896792.000000 Penalty: 972.699768
	Iteration 20F: 3 clusters Score -2896792 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -2897029.500000 Penalty: 972.699768
	Iteration 21Q: 3 clusters Score -2897030 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -2897142.500000 Penalty: 972.699768
	Iteration 22Q: 3 clusters Score -2897142 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -2897311.500000 Penalty: 972.699768
	Iteration 23Q: 3 clusters Score -2897312 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -2897589.250000 Penalty: 972.699768
	Iteration 24Q: 3 clusters Score -2897589 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -2897889.250000 Penalty: 972.699768
	Iteration 25Q: 3 clusters Score -2897889 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -2898218.750000 Penalty: 972.699768
	Iteration 26Q: 3 clusters Score -2898219 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -2898431.750000 Penalty: 972.699768
	Iteration 27Q: 3 clusters Score -2898432 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -2898749.750000 Penalty: 972.699768
	Iteration 28Q: 3 clusters Score -2898750 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -2899001.000000 Penalty: 972.699768
	Iteration 29Q: 3 clusters Score -2899001 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -2899225.750000 Penalty: 972.699768
	Iteration 30Q: 3 clusters Score -2899226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -2899408.500000 Penalty: 972.699768
	Iteration 31Q: 3 clusters Score -2899408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -2899513.000000 Penalty: 972.699768
	Iteration 32Q: 3 clusters Score -2899513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -2899576.750000 Penalty: 972.699768
	Iteration 33Q: 3 clusters Score -2899577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -2899633.750000 Penalty: 972.699768
	Iteration 34Q: 3 clusters Score -2899634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -2899663.250000 Penalty: 972.699768
	Iteration 35Q: 3 clusters Score -2899663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -2899692.500000 Penalty: 972.699768
	Iteration 36Q: 3 clusters Score -2899692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -2899724.250000 Penalty: 972.699768
	Iteration 37Q: 3 clusters Score -2899724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -2899747.750000 Penalty: 972.699768
	Iteration 38Q: 3 clusters Score -2899748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -2899755.500000 Penalty: 972.699768
	Iteration 39Q: 3 clusters Score -2899756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -2899761.500000 Penalty: 972.699768
	Iteration 40F: 3 clusters Score -2899762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -2899762.000000 Penalty: 972.699768
	Iteration 41Q: 3 clusters Score -2899762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -2899763.500000 Penalty: 972.699768
	Iteration 42Q: 3 clusters Score -2899764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -2899766.250000 Penalty: 972.699768
	Iteration 43Q: 3 clusters Score -2899766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -2899766.500000 Penalty: 972.699768
	Iteration 44Q: 3 clusters Score -2899766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -2899766.500000 Penalty: 972.699768
	Iteration 45F: 3 clusters Score -2899766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (82644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Entering Unmasked Estep 
Score: -5259795.000000 Penalty: 515.164490
	Iteration 0F: 2 clusters Score -5259795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5208534.500000 Penalty: 1030.328979
	Iteration 0F: 3 clusters Score -5208534 nChanged 40178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5234134.000000 Penalty: 1030.328979
	Iteration 1F: 3 clusters Score -5234134 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -5236966.000000 Penalty: 1030.328979
	Iteration 2F: 3 clusters Score -5236966 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -5241413.500000 Penalty: 1030.328979
	Iteration 3F: 3 clusters Score -5241414 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5246815.500000 Penalty: 1030.328979
	Iteration 4F: 3 clusters Score -5246816 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -5250324.000000 Penalty: 1030.328979
	Iteration 5F: 3 clusters Score -5250324 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5251707.000000 Penalty: 1030.328979
	Iteration 6Q: 3 clusters Score -5251707 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5252483.500000 Penalty: 1030.328979
	Iteration 7Q: 3 clusters Score -5252484 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -5253220.500000 Penalty: 1030.328979
	Iteration 8Q: 3 clusters Score -5253220 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5253973.000000 Penalty: 1030.328979
	Iteration 9Q: 3 clusters Score -5253973 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5254792.500000 Penalty: 1030.328979
	Iteration 10Q: 3 clusters Score -5254792 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -5255597.500000 Penalty: 1030.328979
	Iteration 11Q: 3 clusters Score -5255598 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5256355.500000 Penalty: 1030.328979
	Iteration 12Q: 3 clusters Score -5256356 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5257152.000000 Penalty: 1030.328979
	Iteration 13Q: 3 clusters Score -5257152 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5257922.000000 Penalty: 1030.328979
	Iteration 14Q: 3 clusters Score -5257922 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5258557.500000 Penalty: 1030.328979
	Iteration 15Q: 3 clusters Score -5258558 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5259067.500000 Penalty: 1030.328979
	Iteration 16Q: 3 clusters Score -5259068 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5259453.000000 Penalty: 1030.328979
	Iteration 17Q: 3 clusters Score -5259453 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5259736.500000 Penalty: 1030.328979
	Iteration 18Q: 3 clusters Score -5259736 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5259899.000000 Penalty: 1030.328979
	Iteration 19Q: 3 clusters Score -5259899 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5260008.000000 Penalty: 1030.328979
	Iteration 20F: 3 clusters Score -5260008 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -5260133.000000 Penalty: 1030.328979
	Iteration 21Q: 3 clusters Score -5260133 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5260186.000000 Penalty: 1030.328979
	Iteration 22Q: 3 clusters Score -5260186 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5260220.000000 Penalty: 1030.328979
	Iteration 23Q: 3 clusters Score -5260220 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -5260223.500000 Penalty: 1030.328979
	Iteration 24Q: 3 clusters Score -5260224 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5260224.500000 Penalty: 1030.328979
	Iteration 25Q: 3 clusters Score -5260224 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5260238 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5260234 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5260221 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5260186 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5260184 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5260186 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -5260223.500000 Penalty: 1030.328979
	Iteration 32Q: 3 clusters Score -5260224 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5260223 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5260198 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5260178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5260192 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5260201 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5260212 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5260212 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5260212 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -5260204.500000 Penalty: 1030.328979
	Iteration 41Q: 3 clusters Score -5260204 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5260195 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5260188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5260184 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5260167 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5260184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5260206 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -5260216.500000 Penalty: 1030.328979
	Iteration 48Q: 3 clusters Score -5260216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5260220 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -5260249.500000 Penalty: 1030.328979
	Iteration 50Q: 3 clusters Score -5260250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -5260235.500000 Penalty: 1030.328979
	Iteration 51Q: 3 clusters Score -5260236 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5260242 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5260246 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5260259 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5260294 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5260295 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5260314 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5260354 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5260353 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5260359 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5260344 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5260368 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5260346 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -5260331.000000 Penalty: 1030.328979
	Iteration 64Q: 3 clusters Score -5260331 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5260334 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -5260310.000000 Penalty: 1030.328979
	Iteration 66Q: 3 clusters Score -5260310 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5260342 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5260338 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5260350 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -5260324.500000 Penalty: 1030.328979
	Iteration 70Q: 3 clusters Score -5260324 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5260342 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -5260357.500000 Penalty: 1030.328979
	Iteration 72Q: 3 clusters Score -5260358 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5260370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5260352 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5260368 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5260344 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -5260348.500000 Penalty: 1030.328979
	Iteration 77Q: 3 clusters Score -5260348 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5260348 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5260334 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -5260326.000000 Penalty: 1030.328979
	Iteration 80F: 3 clusters Score -5260326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5260342 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5260336 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5260357 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5260362 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5260360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5260354 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5260338 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5260296 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -5260309.000000 Penalty: 1030.328979
	Iteration 89Q: 3 clusters Score -5260309 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5260314 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5260329 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5260327 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5260350 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5260326 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5260350 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5260360 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5260367 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5260380 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5260380 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5260381 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5260370 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -5260378.500000 Penalty: 1030.328979
	Iteration 102Q: 3 clusters Score -5260378 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5260382 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5260376 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -5260397.000000 Penalty: 1030.328979
	Iteration 105Q: 3 clusters Score -5260397 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5260348 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5260346 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5260374 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5260367 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5260372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5260376 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5260356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5260332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -5260318.000000 Penalty: 1030.328979
	Iteration 114Q: 3 clusters Score -5260318 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -5260335.000000 Penalty: 1030.328979
	Iteration 115Q: 3 clusters Score -5260335 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5260350 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5260348 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5260352 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 72640 members 
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Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5260338 nChanged 107
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Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5260361 nChanged 119
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Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5260508 nChanged 112
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Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5260598 nChanged 151
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Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5260629 nChanged 133
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Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5260706 nChanged 184
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Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5260830 nChanged 183
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Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5260865 nChanged 170
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Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5260916 nChanged 177
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Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5260898 nChanged 192
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5260880 nChanged 192
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Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5260846 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 77661 members 
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	Iteration 154Q: 3 clusters Score -5260808 nChanged 172
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5260725 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5260625 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5260562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5260510 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5260432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5260396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5260364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5260322 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5260296 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5260266 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5260261 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5260206 nChanged 140
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Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5260148 nChanged 148
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Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5260118 nChanged 133
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Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5260102 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5260092 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 80732 members 
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	Iteration 175Q: 3 clusters Score -5260060 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5260048 nChanged 104
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5260026 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5260000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5259994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 81158 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5259968 nChanged 76
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Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5259938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5259916 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5259912 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5259916 nChanged 41
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Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5259908 nChanged 39
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Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 81445 members 
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	Iteration 186Q: 3 clusters Score -5259898 nChanged 38
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Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5259895 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5259891 nChanged 36
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Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 81541 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5259885 nChanged 31
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5259880 nChanged 38
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Mstep: Class 1 contains 1046 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5259876 nChanged 32
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Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5259868 nChanged 35
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Mstep: Class 1 contains 989 members 
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	Iteration 193Q: 3 clusters Score -5259866 nChanged 33
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Mstep: Class 1 contains 960 members 
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	Iteration 194Q: 3 clusters Score -5259845 nChanged 39
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Mstep: Class 1 contains 923 members 
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	Iteration 195Q: 3 clusters Score -5259834 nChanged 28
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Mstep: Class 1 contains 899 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5259832 nChanged 17
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Mstep: Class 1 contains 884 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5259826 nChanged 17
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Mstep: Class 1 contains 869 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5259824 nChanged 15
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Mstep: Class 1 contains 858 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5259821 nChanged 21
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Mstep: Class 1 contains 847 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5259800 nChanged 19
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Mstep: Class 1 contains 834 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5259808 nChanged 24
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Mstep: Class 1 contains 816 members 
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	Iteration 202Q: 3 clusters Score -5259798 nChanged 21
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Mstep: Class 1 contains 799 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5259804 nChanged 24
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Mstep: Class 1 contains 779 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5259804 nChanged 19
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Mstep: Class 1 contains 762 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5259788 nChanged 17
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Mstep: Class 1 contains 749 members 
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	Iteration 206Q: 3 clusters Score -5259769 nChanged 18
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Mstep: Class 1 contains 733 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5259754 nChanged 26
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Mstep: Class 1 contains 717 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5259750 nChanged 17
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Mstep: Class 1 contains 708 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5259746 nChanged 20
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Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5259740 nChanged 15
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Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5259742 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -5259747.500000 Penalty: 1030.328979
	Iteration 212Q: 3 clusters Score -5259748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -5259744.000000 Penalty: 1030.328979
	Iteration 213Q: 3 clusters Score -5259744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -5259738.000000 Penalty: 1030.328979
	Iteration 214Q: 3 clusters Score -5259738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -5259737.000000 Penalty: 1030.328979
	Iteration 215Q: 3 clusters Score -5259737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -5259740.000000 Penalty: 1030.328979
	Iteration 216Q: 3 clusters Score -5259740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -5259742.500000 Penalty: 1030.328979
	Iteration 217Q: 3 clusters Score -5259742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -5259738.500000 Penalty: 1030.328979
	Iteration 218Q: 3 clusters Score -5259738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -5259731.000000 Penalty: 1030.328979
	Iteration 219Q: 3 clusters Score -5259731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -5259731.000000 Penalty: 1030.328979
	Iteration 220F: 3 clusters Score -5259731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Entering Unmasked Estep 
Score: -1953376.125000 Penalty: 468.973846
	Iteration 0F: 2 clusters Score -1953376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1933537.375000 Penalty: 937.947693
	Iteration 0F: 3 clusters Score -1933537 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1941794.625000 Penalty: 937.947693
	Iteration 1F: 3 clusters Score -1941795 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1942071.125000 Penalty: 937.947693
	Iteration 2Q: 3 clusters Score -1942071 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1942489.000000 Penalty: 937.947693
	Iteration 3Q: 3 clusters Score -1942489 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1943139.875000 Penalty: 937.947693
	Iteration 4Q: 3 clusters Score -1943140 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1944142.500000 Penalty: 937.947693
	Iteration 5F: 3 clusters Score -1944142 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1945610.625000 Penalty: 937.947693
	Iteration 6F: 3 clusters Score -1945611 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1947449.250000 Penalty: 937.947693
	Iteration 7F: 3 clusters Score -1947449 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1948999.000000 Penalty: 937.947693
	Iteration 8F: 3 clusters Score -1948999 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1950005.250000 Penalty: 937.947693
	Iteration 9Q: 3 clusters Score -1950005 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1950583.750000 Penalty: 937.947693
	Iteration 10Q: 3 clusters Score -1950584 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -1950955.500000 Penalty: 937.947693
	Iteration 11Q: 3 clusters Score -1950956 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -1951246.125000 Penalty: 937.947693
	Iteration 12Q: 3 clusters Score -1951246 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -1951446.750000 Penalty: 937.947693
	Iteration 13Q: 3 clusters Score -1951447 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -1951620.375000 Penalty: 937.947693
	Iteration 14Q: 3 clusters Score -1951620 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1951766.750000 Penalty: 937.947693
	Iteration 15Q: 3 clusters Score -1951767 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -1951889.000000 Penalty: 937.947693
	Iteration 16Q: 3 clusters Score -1951889 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1952024.375000 Penalty: 937.947693
	Iteration 17Q: 3 clusters Score -1952024 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -1952115.375000 Penalty: 937.947693
	Iteration 18Q: 3 clusters Score -1952115 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -1952199.875000 Penalty: 937.947693
	Iteration 19Q: 3 clusters Score -1952200 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1952279.875000 Penalty: 937.947693
	Iteration 20F: 3 clusters Score -1952280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -1952338.000000 Penalty: 937.947693
	Iteration 21Q: 3 clusters Score -1952338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -1952372.750000 Penalty: 937.947693
	Iteration 22Q: 3 clusters Score -1952373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -1952415.250000 Penalty: 937.947693
	Iteration 23Q: 3 clusters Score -1952415 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1952442.750000 Penalty: 937.947693
	Iteration 24Q: 3 clusters Score -1952443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -1952471.250000 Penalty: 937.947693
	Iteration 25Q: 3 clusters Score -1952471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -1952498.625000 Penalty: 937.947693
	Iteration 26Q: 3 clusters Score -1952499 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -1952516.500000 Penalty: 937.947693
	Iteration 27Q: 3 clusters Score -1952516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -1952536.500000 Penalty: 937.947693
	Iteration 28Q: 3 clusters Score -1952536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1952556.375000 Penalty: 937.947693
	Iteration 29Q: 3 clusters Score -1952556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -1952574.500000 Penalty: 937.947693
	Iteration 30Q: 3 clusters Score -1952574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -1952579.875000 Penalty: 937.947693
	Iteration 31Q: 3 clusters Score -1952580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -1952588.000000 Penalty: 937.947693
	Iteration 32Q: 3 clusters Score -1952588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -1952597.000000 Penalty: 937.947693
	Iteration 33Q: 3 clusters Score -1952597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -1952603.500000 Penalty: 937.947693
	Iteration 34Q: 3 clusters Score -1952604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -1952608.875000 Penalty: 937.947693
	Iteration 35Q: 3 clusters Score -1952609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -1952605.000000 Penalty: 937.947693
	Iteration 36Q: 3 clusters Score -1952605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -1952602.250000 Penalty: 937.947693
	Iteration 37Q: 3 clusters Score -1952602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -1952606.000000 Penalty: 937.947693
	Iteration 38Q: 3 clusters Score -1952606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -1952610.750000 Penalty: 937.947693
	Iteration 39Q: 3 clusters Score -1952611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -1952618.375000 Penalty: 937.947693
	Iteration 40F: 3 clusters Score -1952618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -1952625.625000 Penalty: 937.947693
	Iteration 41Q: 3 clusters Score -1952626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -1952626.875000 Penalty: 937.947693
	Iteration 42Q: 3 clusters Score -1952627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -1952628.750000 Penalty: 937.947693
	Iteration 43Q: 3 clusters Score -1952629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -1952639.125000 Penalty: 937.947693
	Iteration 44Q: 3 clusters Score -1952639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -1952645.625000 Penalty: 937.947693
	Iteration 45Q: 3 clusters Score -1952646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -1952645.125000 Penalty: 937.947693
	Iteration 46Q: 3 clusters Score -1952645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -1952650.625000 Penalty: 937.947693
	Iteration 47Q: 3 clusters Score -1952651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -1952652.750000 Penalty: 937.947693
	Iteration 48Q: 3 clusters Score -1952653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1952656.250000 Penalty: 937.947693
	Iteration 49Q: 3 clusters Score -1952656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -1952665.000000 Penalty: 937.947693
	Iteration 50Q: 3 clusters Score -1952665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -1952669.500000 Penalty: 937.947693
	Iteration 51Q: 3 clusters Score -1952670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -1952668.625000 Penalty: 937.947693
	Iteration 52Q: 3 clusters Score -1952669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -1952677.375000 Penalty: 937.947693
	Iteration 53Q: 3 clusters Score -1952677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1952684.625000 Penalty: 937.947693
	Iteration 54Q: 3 clusters Score -1952685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1952680.375000 Penalty: 937.947693
	Iteration 55Q: 3 clusters Score -1952680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -1952686.750000 Penalty: 937.947693
	Iteration 56Q: 3 clusters Score -1952687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -1952691.750000 Penalty: 937.947693
	Iteration 57Q: 3 clusters Score -1952692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -1952690.625000 Penalty: 937.947693
	Iteration 58Q: 3 clusters Score -1952691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -1952697.500000 Penalty: 937.947693
	Iteration 59Q: 3 clusters Score -1952698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -1952699.750000 Penalty: 937.947693
	Iteration 60F: 3 clusters Score -1952700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -1952704.500000 Penalty: 937.947693
	Iteration 61Q: 3 clusters Score -1952704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -1952706.375000 Penalty: 937.947693
	Iteration 62Q: 3 clusters Score -1952706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -1952702.625000 Penalty: 937.947693
	Iteration 63Q: 3 clusters Score -1952703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -1952708.125000 Penalty: 937.947693
	Iteration 64Q: 3 clusters Score -1952708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -1952712.500000 Penalty: 937.947693
	Iteration 65Q: 3 clusters Score -1952712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -1952716.500000 Penalty: 937.947693
	Iteration 66Q: 3 clusters Score -1952716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -1952722.750000 Penalty: 937.947693
	Iteration 67Q: 3 clusters Score -1952723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -1952725.750000 Penalty: 937.947693
	Iteration 68Q: 3 clusters Score -1952726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -1952734.375000 Penalty: 937.947693
	Iteration 69Q: 3 clusters Score -1952734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -1952733.250000 Penalty: 937.947693
	Iteration 70Q: 3 clusters Score -1952733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -1952741.875000 Penalty: 937.947693
	Iteration 71Q: 3 clusters Score -1952742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -1952749.625000 Penalty: 937.947693
	Iteration 72Q: 3 clusters Score -1952750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -1952752.875000 Penalty: 937.947693
	Iteration 73Q: 3 clusters Score -1952753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -1952760.625000 Penalty: 937.947693
	Iteration 74Q: 3 clusters Score -1952761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -1952763.375000 Penalty: 937.947693
	Iteration 75Q: 3 clusters Score -1952763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -1952764.250000 Penalty: 937.947693
	Iteration 76Q: 3 clusters Score -1952764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -1952769.000000 Penalty: 937.947693
	Iteration 77Q: 3 clusters Score -1952769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -1952780.625000 Penalty: 937.947693
	Iteration 78Q: 3 clusters Score -1952781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1952787.125000 Penalty: 937.947693
	Iteration 79Q: 3 clusters Score -1952787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -1952801.500000 Penalty: 937.947693
	Iteration 80F: 3 clusters Score -1952802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -1952820.250000 Penalty: 937.947693
	Iteration 81Q: 3 clusters Score -1952820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -1952829.125000 Penalty: 937.947693
	Iteration 82Q: 3 clusters Score -1952829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -1952844.000000 Penalty: 937.947693
	Iteration 83Q: 3 clusters Score -1952844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -1952849.625000 Penalty: 937.947693
	Iteration 84Q: 3 clusters Score -1952850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -1952864.000000 Penalty: 937.947693
	Iteration 85Q: 3 clusters Score -1952864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1952883.000000 Penalty: 937.947693
	Iteration 86Q: 3 clusters Score -1952883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -1952892.500000 Penalty: 937.947693
	Iteration 87Q: 3 clusters Score -1952892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -1952899.500000 Penalty: 937.947693
	Iteration 88Q: 3 clusters Score -1952900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -1952899.500000 Penalty: 937.947693
	Iteration 89Q: 3 clusters Score -1952900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -1952903.125000 Penalty: 937.947693
	Iteration 90Q: 3 clusters Score -1952903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1952903.500000 Penalty: 937.947693
	Iteration 91Q: 3 clusters Score -1952904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -1952904.375000 Penalty: 937.947693
	Iteration 92Q: 3 clusters Score -1952904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -1952912.250000 Penalty: 937.947693
	Iteration 93Q: 3 clusters Score -1952912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -1952910.750000 Penalty: 937.947693
	Iteration 94Q: 3 clusters Score -1952911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -1952910.375000 Penalty: 937.947693
	Iteration 95Q: 3 clusters Score -1952910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -1952910.875000 Penalty: 937.947693
	Iteration 96Q: 3 clusters Score -1952911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -1952917.625000 Penalty: 937.947693
	Iteration 97Q: 3 clusters Score -1952918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -1952917.125000 Penalty: 937.947693
	Iteration 98Q: 3 clusters Score -1952917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -1952921.875000 Penalty: 937.947693
	Iteration 99Q: 3 clusters Score -1952922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -1952921.500000 Penalty: 937.947693
	Iteration 100F: 3 clusters Score -1952922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -1952921.750000 Penalty: 937.947693
	Iteration 101Q: 3 clusters Score -1952922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -1952925.750000 Penalty: 937.947693
	Iteration 102Q: 3 clusters Score -1952926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -1952927.000000 Penalty: 937.947693
	Iteration 103Q: 3 clusters Score -1952927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -1952922.500000 Penalty: 937.947693
	Iteration 104Q: 3 clusters Score -1952922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -1952928.625000 Penalty: 937.947693
	Iteration 105Q: 3 clusters Score -1952929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -1952927.750000 Penalty: 937.947693
	Iteration 106Q: 3 clusters Score -1952928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -1952929.500000 Penalty: 937.947693
	Iteration 107Q: 3 clusters Score -1952930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -1952929.375000 Penalty: 937.947693
	Iteration 108Q: 3 clusters Score -1952929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -1952930.125000 Penalty: 937.947693
	Iteration 109Q: 3 clusters Score -1952930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -1952932.625000 Penalty: 937.947693
	Iteration 110Q: 3 clusters Score -1952933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -1952932.250000 Penalty: 937.947693
	Iteration 111Q: 3 clusters Score -1952932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -1952931.125000 Penalty: 937.947693
	Iteration 112Q: 3 clusters Score -1952931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1952931.250000 Penalty: 937.947693
	Iteration 113Q: 3 clusters Score -1952931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -1952932.500000 Penalty: 937.947693
	Iteration 114Q: 3 clusters Score -1952932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1952934.250000 Penalty: 937.947693
	Iteration 115Q: 3 clusters Score -1952934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1952934.250000 Penalty: 937.947693
	Iteration 116F: 3 clusters Score -1952934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Entering Unmasked Estep 
Score: -3870232.250000 Penalty: 503.561890
	Iteration 0F: 2 clusters Score -3870232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3827897.250000 Penalty: 1007.123779
	Iteration 0F: 3 clusters Score -3827897 nChanged 31075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -3846666.500000 Penalty: 1007.123779
	Iteration 1F: 3 clusters Score -3846666 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -3847392.250000 Penalty: 1007.123779
	Iteration 2Q: 3 clusters Score -3847392 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3848476.500000 Penalty: 1007.123779
	Iteration 3Q: 3 clusters Score -3848476 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -3850287.250000 Penalty: 1007.123779
	Iteration 4F: 3 clusters Score -3850287 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -3853001.250000 Penalty: 1007.123779
	Iteration 5F: 3 clusters Score -3853001 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -3856474.500000 Penalty: 1007.123779
	Iteration 6F: 3 clusters Score -3856474 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -3859403.000000 Penalty: 1007.123779
	Iteration 7F: 3 clusters Score -3859403 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -3861032.750000 Penalty: 1007.123779
	Iteration 8Q: 3 clusters Score -3861033 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -3861849.250000 Penalty: 1007.123779
	Iteration 9Q: 3 clusters Score -3861849 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -3862468.500000 Penalty: 1007.123779
	Iteration 10Q: 3 clusters Score -3862468 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -3863054.000000 Penalty: 1007.123779
	Iteration 11Q: 3 clusters Score -3863054 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -3863693.000000 Penalty: 1007.123779
	Iteration 12Q: 3 clusters Score -3863693 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -3864373.250000 Penalty: 1007.123779
	Iteration 13Q: 3 clusters Score -3864373 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -3865041.250000 Penalty: 1007.123779
	Iteration 14Q: 3 clusters Score -3865041 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -3865712.500000 Penalty: 1007.123779
	Iteration 15Q: 3 clusters Score -3865712 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -3866288.500000 Penalty: 1007.123779
	Iteration 16Q: 3 clusters Score -3866288 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -3866866.500000 Penalty: 1007.123779
	Iteration 17Q: 3 clusters Score -3866866 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -3867385.250000 Penalty: 1007.123779
	Iteration 18Q: 3 clusters Score -3867385 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -3867863.000000 Penalty: 1007.123779
	Iteration 19Q: 3 clusters Score -3867863 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -3868318.750000 Penalty: 1007.123779
	Iteration 20F: 3 clusters Score -3868319 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -3868668.000000 Penalty: 1007.123779
	Iteration 21Q: 3 clusters Score -3868668 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -3869006.000000 Penalty: 1007.123779
	Iteration 22Q: 3 clusters Score -3869006 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -3869232.000000 Penalty: 1007.123779
	Iteration 23Q: 3 clusters Score -3869232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -3869433.000000 Penalty: 1007.123779
	Iteration 24Q: 3 clusters Score -3869433 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -3869547.750000 Penalty: 1007.123779
	Iteration 25Q: 3 clusters Score -3869548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -3869606.000000 Penalty: 1007.123779
	Iteration 26Q: 3 clusters Score -3869606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -3869676.250000 Penalty: 1007.123779
	Iteration 27Q: 3 clusters Score -3869676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -3869700.000000 Penalty: 1007.123779
	Iteration 28Q: 3 clusters Score -3869700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -3869738.250000 Penalty: 1007.123779
	Iteration 29Q: 3 clusters Score -3869738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -3869752.000000 Penalty: 1007.123779
	Iteration 30Q: 3 clusters Score -3869752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -3869763.250000 Penalty: 1007.123779
	Iteration 31Q: 3 clusters Score -3869763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -3869765.500000 Penalty: 1007.123779
	Iteration 32Q: 3 clusters Score -3869766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -3869774.500000 Penalty: 1007.123779
	Iteration 33Q: 3 clusters Score -3869774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -3869773.500000 Penalty: 1007.123779
	Iteration 34Q: 3 clusters Score -3869774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -3869773.500000 Penalty: 1007.123779
	Iteration 35F: 3 clusters Score -3869774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -154741.531250 Penalty: 361.183044
	Iteration 0F: 2 clusters Score -154741.5 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 1342 members 
Entering Unmasked Estep 
Score: -152796.250000 Penalty: 722.366089
	Iteration 0F: 3 clusters Score -152796.2 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -153701.671875 Penalty: 722.366089
	Iteration 1F: 3 clusters Score -153701.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153976.859375 Penalty: 722.366089
	Iteration 2F: 3 clusters Score -153976.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154190.171875 Penalty: 722.366089
	Iteration 3F: 3 clusters Score -154190.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -154354.796875 Penalty: 722.366089
	Iteration 4F: 3 clusters Score -154354.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -154461.437500 Penalty: 722.366089
	Iteration 5F: 3 clusters Score -154461.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -154519.187500 Penalty: 722.366089
	Iteration 6Q: 3 clusters Score -154519.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -154549.062500 Penalty: 722.366089
	Iteration 7Q: 3 clusters Score -154549.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -154563.171875 Penalty: 722.366089
	Iteration 8Q: 3 clusters Score -154563.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -154573.937500 Penalty: 722.366089
	Iteration 9Q: 3 clusters Score -154573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -154578.640625 Penalty: 722.366089
	Iteration 10Q: 3 clusters Score -154578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -154584.156250 Penalty: 722.366089
	Iteration 11Q: 3 clusters Score -154584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -154591.781250 Penalty: 722.366089
	Iteration 12Q: 3 clusters Score -154591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -154600.234375 Penalty: 722.366089
	Iteration 13Q: 3 clusters Score -154600.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -154605.640625 Penalty: 722.366089
	Iteration 14Q: 3 clusters Score -154605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -154608.203125 Penalty: 722.366089
	Iteration 15Q: 3 clusters Score -154608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -154609.531250 Penalty: 722.366089
	Iteration 16Q: 3 clusters Score -154609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -154609.953125 Penalty: 722.366089
	Iteration 17Q: 3 clusters Score -154610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -154610.031250 Penalty: 722.366089
	Iteration 18Q: 3 clusters Score -154610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -154610.796875 Penalty: 722.366089
	Iteration 19F: 3 clusters Score -154610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -154611.656250 Penalty: 722.366089
	Iteration 20F: 3 clusters Score -154611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -154613.406250 Penalty: 722.366089
	Iteration 21Q: 3 clusters Score -154613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -154615.359375 Penalty: 722.366089
	Iteration 22Q: 3 clusters Score -154615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -154618.968750 Penalty: 722.366089
	Iteration 23Q: 3 clusters Score -154619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -154620.375000 Penalty: 722.366089
	Iteration 24Q: 3 clusters Score -154620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -154621.093750 Penalty: 722.366089
	Iteration 25Q: 3 clusters Score -154621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -154621.093750 Penalty: 722.366089
	Iteration 26F: 3 clusters Score -154621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Entering Unmasked Estep 
Score: -2920505.500000 Penalty: 486.902466
	Iteration 0F: 2 clusters Score -2920506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2892458.000000 Penalty: 973.804932
	Iteration 0F: 3 clusters Score -2892458 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2905146.000000 Penalty: 973.804932
	Iteration 1F: 3 clusters Score -2905146 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2905666.500000 Penalty: 973.804932
	Iteration 2Q: 3 clusters Score -2905666 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2906510.500000 Penalty: 973.804932
	Iteration 3Q: 3 clusters Score -2906510 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2908005.500000 Penalty: 973.804932
	Iteration 4F: 3 clusters Score -2908006 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2910356.750000 Penalty: 973.804932
	Iteration 5F: 3 clusters Score -2910357 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2912723.250000 Penalty: 973.804932
	Iteration 6F: 3 clusters Score -2912723 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2913993.000000 Penalty: 973.804932
	Iteration 7F: 3 clusters Score -2913993 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2914349.750000 Penalty: 973.804932
	Iteration 8Q: 3 clusters Score -2914350 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2914458.250000 Penalty: 973.804932
	Iteration 9Q: 3 clusters Score -2914458 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2914511.500000 Penalty: 973.804932
	Iteration 10Q: 3 clusters Score -2914512 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2914570.750000 Penalty: 973.804932
	Iteration 11Q: 3 clusters Score -2914571 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2914623.500000 Penalty: 973.804932
	Iteration 12Q: 3 clusters Score -2914624 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2914679.000000 Penalty: 973.804932
	Iteration 13Q: 3 clusters Score -2914679 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2914737.500000 Penalty: 973.804932
	Iteration 14Q: 3 clusters Score -2914738 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2914795.750000 Penalty: 973.804932
	Iteration 15Q: 3 clusters Score -2914796 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2914857.000000 Penalty: 973.804932
	Iteration 16Q: 3 clusters Score -2914857 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2914947.750000 Penalty: 973.804932
	Iteration 17Q: 3 clusters Score -2914948 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2915064.750000 Penalty: 973.804932
	Iteration 18Q: 3 clusters Score -2915065 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2915206.500000 Penalty: 973.804932
	Iteration 19Q: 3 clusters Score -2915206 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2915358.750000 Penalty: 973.804932
	Iteration 20F: 3 clusters Score -2915359 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -2915519.250000 Penalty: 973.804932
	Iteration 21Q: 3 clusters Score -2915519 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2915686.250000 Penalty: 973.804932
	Iteration 22Q: 3 clusters Score -2915686 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -2915868.500000 Penalty: 973.804932
	Iteration 23Q: 3 clusters Score -2915868 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2916077.750000 Penalty: 973.804932
	Iteration 24Q: 3 clusters Score -2916078 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -2916299.500000 Penalty: 973.804932
	Iteration 25Q: 3 clusters Score -2916300 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -2916532.750000 Penalty: 973.804932
	Iteration 26Q: 3 clusters Score -2916533 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -2916824.250000 Penalty: 973.804932
	Iteration 27Q: 3 clusters Score -2916824 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -2917055.500000 Penalty: 973.804932
	Iteration 28Q: 3 clusters Score -2917056 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -2917322.500000 Penalty: 973.804932
	Iteration 29Q: 3 clusters Score -2917322 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -2917530.500000 Penalty: 973.804932
	Iteration 30Q: 3 clusters Score -2917530 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -2917736.500000 Penalty: 973.804932
	Iteration 31Q: 3 clusters Score -2917736 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -2917933.750000 Penalty: 973.804932
	Iteration 32Q: 3 clusters Score -2917934 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -2918135.500000 Penalty: 973.804932
	Iteration 33Q: 3 clusters Score -2918136 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -2918371.750000 Penalty: 973.804932
	Iteration 34Q: 3 clusters Score -2918372 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -2918586.250000 Penalty: 973.804932
	Iteration 35Q: 3 clusters Score -2918586 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -2918788.250000 Penalty: 973.804932
	Iteration 36Q: 3 clusters Score -2918788 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -2918956.500000 Penalty: 973.804932
	Iteration 37Q: 3 clusters Score -2918956 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -2919111.000000 Penalty: 973.804932
	Iteration 38Q: 3 clusters Score -2919111 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -2919253.000000 Penalty: 973.804932
	Iteration 39Q: 3 clusters Score -2919253 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -2919382.500000 Penalty: 973.804932
	Iteration 40F: 3 clusters Score -2919382 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -2919461.750000 Penalty: 973.804932
	Iteration 41Q: 3 clusters Score -2919462 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -2919530.250000 Penalty: 973.804932
	Iteration 42Q: 3 clusters Score -2919530 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -2919610.750000 Penalty: 973.804932
	Iteration 43Q: 3 clusters Score -2919611 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -2919660.000000 Penalty: 973.804932
	Iteration 44Q: 3 clusters Score -2919660 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -2919698.000000 Penalty: 973.804932
	Iteration 45Q: 3 clusters Score -2919698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -2919728.000000 Penalty: 973.804932
	Iteration 46Q: 3 clusters Score -2919728 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -2919720.500000 Penalty: 973.804932
	Iteration 47Q: 3 clusters Score -2919720 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -2919714.250000 Penalty: 973.804932
	Iteration 48Q: 3 clusters Score -2919714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -2919713.000000 Penalty: 973.804932
	Iteration 49Q: 3 clusters Score -2919713 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -2919716.750000 Penalty: 973.804932
	Iteration 50Q: 3 clusters Score -2919717 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -2919735.500000 Penalty: 973.804932
	Iteration 51Q: 3 clusters Score -2919736 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -2919758.500000 Penalty: 973.804932
	Iteration 52Q: 3 clusters Score -2919758 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -2919788.500000 Penalty: 973.804932
	Iteration 53Q: 3 clusters Score -2919788 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -2919824.000000 Penalty: 973.804932
	Iteration 54Q: 3 clusters Score -2919824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -2919844.250000 Penalty: 973.804932
	Iteration 55Q: 3 clusters Score -2919844 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -2919833.750000 Penalty: 973.804932
	Iteration 56Q: 3 clusters Score -2919834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -2919860.500000 Penalty: 973.804932
	Iteration 57Q: 3 clusters Score -2919860 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -2919856.500000 Penalty: 973.804932
	Iteration 58Q: 3 clusters Score -2919856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -2919858.250000 Penalty: 973.804932
	Iteration 59Q: 3 clusters Score -2919858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -2919866.000000 Penalty: 973.804932
	Iteration 60F: 3 clusters Score -2919866 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -2919885.750000 Penalty: 973.804932
	Iteration 61Q: 3 clusters Score -2919886 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -2919880.750000 Penalty: 973.804932
	Iteration 62Q: 3 clusters Score -2919881 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -2919888.250000 Penalty: 973.804932
	Iteration 63Q: 3 clusters Score -2919888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -2919906.750000 Penalty: 973.804932
	Iteration 64Q: 3 clusters Score -2919907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -2919924.750000 Penalty: 973.804932
	Iteration 65Q: 3 clusters Score -2919925 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -2919927.250000 Penalty: 973.804932
	Iteration 66Q: 3 clusters Score -2919927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -2919961.250000 Penalty: 973.804932
	Iteration 67Q: 3 clusters Score -2919961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -2919983.250000 Penalty: 973.804932
	Iteration 68Q: 3 clusters Score -2919983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -2920021.750000 Penalty: 973.804932
	Iteration 69Q: 3 clusters Score -2920022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -2920038.000000 Penalty: 973.804932
	Iteration 70Q: 3 clusters Score -2920038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -2920045.750000 Penalty: 973.804932
	Iteration 71Q: 3 clusters Score -2920046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -2920061.750000 Penalty: 973.804932
	Iteration 72Q: 3 clusters Score -2920062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -2920064.250000 Penalty: 973.804932
	Iteration 73Q: 3 clusters Score -2920064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -2920069.750000 Penalty: 973.804932
	Iteration 74Q: 3 clusters Score -2920070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -2920083.250000 Penalty: 973.804932
	Iteration 75Q: 3 clusters Score -2920083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -2920084.500000 Penalty: 973.804932
	Iteration 76Q: 3 clusters Score -2920084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2920083.000000 Penalty: 973.804932
	Iteration 77Q: 3 clusters Score -2920083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -2920087.750000 Penalty: 973.804932
	Iteration 78Q: 3 clusters Score -2920088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -2920099.000000 Penalty: 973.804932
	Iteration 79Q: 3 clusters Score -2920099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -2920098.000000 Penalty: 973.804932
	Iteration 80F: 3 clusters Score -2920098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -2920102.000000 Penalty: 973.804932
	Iteration 81Q: 3 clusters Score -2920102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -2920104.000000 Penalty: 973.804932
	Iteration 82Q: 3 clusters Score -2920104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -2920101.250000 Penalty: 973.804932
	Iteration 83Q: 3 clusters Score -2920101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -2920102.250000 Penalty: 973.804932
	Iteration 84Q: 3 clusters Score -2920102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -2920103.250000 Penalty: 973.804932
	Iteration 85Q: 3 clusters Score -2920103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -2920103.000000 Penalty: 973.804932
	Iteration 86Q: 3 clusters Score -2920103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -2920102.000000 Penalty: 973.804932
	Iteration 87Q: 3 clusters Score -2920102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -2920104.250000 Penalty: 973.804932
	Iteration 88Q: 3 clusters Score -2920104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -2920101.000000 Penalty: 973.804932
	Iteration 89Q: 3 clusters Score -2920101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2920099.000000 Penalty: 973.804932
	Iteration 90Q: 3 clusters Score -2920099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2920099.000000 Penalty: 973.804932
	Iteration 91F: 3 clusters Score -2920099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -107628.390625 Penalty: 339.084320
	Iteration 0F: 2 clusters Score -107628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -106386.890625 Penalty: 678.168640
	Iteration 0F: 3 clusters Score -106386.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -106773.789062 Penalty: 678.168640
	Iteration 1F: 3 clusters Score -106773.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -106842.234375 Penalty: 678.168640
	Iteration 2F: 3 clusters Score -106842.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -106893.335938 Penalty: 678.168640
	Iteration 3F: 3 clusters Score -106893.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -106942.960938 Penalty: 678.168640
	Iteration 4Q: 3 clusters Score -106943 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106983.140625 Penalty: 678.168640
	Iteration 5Q: 3 clusters Score -106983.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107010.296875 Penalty: 678.168640
	Iteration 6Q: 3 clusters Score -107010.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -107028.109375 Penalty: 678.168640
	Iteration 7Q: 3 clusters Score -107028.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -107049.351562 Penalty: 678.168640
	Iteration 8Q: 3 clusters Score -107049.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -107074.148438 Penalty: 678.168640
	Iteration 9Q: 3 clusters Score -107074.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -107092.132812 Penalty: 678.168640
	Iteration 10Q: 3 clusters Score -107092.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -107107.546875 Penalty: 678.168640
	Iteration 11Q: 3 clusters Score -107107.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -107122.421875 Penalty: 678.168640
	Iteration 12Q: 3 clusters Score -107122.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -107144.593750 Penalty: 678.168640
	Iteration 13Q: 3 clusters Score -107144.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107164.914062 Penalty: 678.168640
	Iteration 14Q: 3 clusters Score -107164.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107197.726562 Penalty: 678.168640
	Iteration 15Q: 3 clusters Score -107197.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107221.906250 Penalty: 678.168640
	Iteration 16Q: 3 clusters Score -107221.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -107240.890625 Penalty: 678.168640
	Iteration 17Q: 3 clusters Score -107240.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -107252.601562 Penalty: 678.168640
	Iteration 18Q: 3 clusters Score -107252.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107258.218750 Penalty: 678.168640
	Iteration 19Q: 3 clusters Score -107258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107260.351562 Penalty: 678.168640
	Iteration 20F: 3 clusters Score -107260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -107264.500000 Penalty: 678.168640
	Iteration 21Q: 3 clusters Score -107264.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107267.554688 Penalty: 678.168640
	Iteration 22Q: 3 clusters Score -107267.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -107270.835938 Penalty: 678.168640
	Iteration 23Q: 3 clusters Score -107270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107272.453125 Penalty: 678.168640
	Iteration 24Q: 3 clusters Score -107272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107274.101562 Penalty: 678.168640
	Iteration 25Q: 3 clusters Score -107274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107275.789062 Penalty: 678.168640
	Iteration 26Q: 3 clusters Score -107275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107276.757812 Penalty: 678.168640
	Iteration 27Q: 3 clusters Score -107276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107276.929688 Penalty: 678.168640
	Iteration 28Q: 3 clusters Score -107276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107276.914062 Penalty: 678.168640
	Iteration 29Q: 3 clusters Score -107276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107276.914062 Penalty: 678.168640
	Iteration 30F: 3 clusters Score -107276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Entering Unmasked Estep 
Score: -1388330.875000 Penalty: 453.003784
	Iteration 0F: 2 clusters Score -1388331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1374285.875000 Penalty: 906.007568
	Iteration 0F: 3 clusters Score -1374286 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1380399.625000 Penalty: 906.007568
	Iteration 1F: 3 clusters Score -1380400 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1380945.875000 Penalty: 906.007568
	Iteration 2F: 3 clusters Score -1380946 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1381855.500000 Penalty: 906.007568
	Iteration 3F: 3 clusters Score -1381856 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1383243.000000 Penalty: 906.007568
	Iteration 4F: 3 clusters Score -1383243 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1384870.375000 Penalty: 906.007568
	Iteration 5F: 3 clusters Score -1384870 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1386052.250000 Penalty: 906.007568
	Iteration 6F: 3 clusters Score -1386052 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1386739.750000 Penalty: 906.007568
	Iteration 7Q: 3 clusters Score -1386740 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1387126.750000 Penalty: 906.007568
	Iteration 8Q: 3 clusters Score -1387127 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1387394.625000 Penalty: 906.007568
	Iteration 9Q: 3 clusters Score -1387395 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1387548.250000 Penalty: 906.007568
	Iteration 10Q: 3 clusters Score -1387548 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1387651.250000 Penalty: 906.007568
	Iteration 11Q: 3 clusters Score -1387651 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1387732.875000 Penalty: 906.007568
	Iteration 12Q: 3 clusters Score -1387733 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1387801.875000 Penalty: 906.007568
	Iteration 13Q: 3 clusters Score -1387802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -1387843.250000 Penalty: 906.007568
	Iteration 14Q: 3 clusters Score -1387843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1387873.750000 Penalty: 906.007568
	Iteration 15Q: 3 clusters Score -1387874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -1387913.125000 Penalty: 906.007568
	Iteration 16Q: 3 clusters Score -1387913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -1387938.250000 Penalty: 906.007568
	Iteration 17Q: 3 clusters Score -1387938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -1387956.375000 Penalty: 906.007568
	Iteration 18Q: 3 clusters Score -1387956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -1387973.500000 Penalty: 906.007568
	Iteration 19Q: 3 clusters Score -1387974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -1387978.750000 Penalty: 906.007568
	Iteration 20F: 3 clusters Score -1387979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1387978.000000 Penalty: 906.007568
	Iteration 21Q: 3 clusters Score -1387978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1387983.250000 Penalty: 906.007568
	Iteration 22Q: 3 clusters Score -1387983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1387983.500000 Penalty: 906.007568
	Iteration 23Q: 3 clusters Score -1387984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1387987.250000 Penalty: 906.007568
	Iteration 24Q: 3 clusters Score -1387987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1387988.625000 Penalty: 906.007568
	Iteration 25Q: 3 clusters Score -1387989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1387989.875000 Penalty: 906.007568
	Iteration 26Q: 3 clusters Score -1387990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -1387992.625000 Penalty: 906.007568
	Iteration 27Q: 3 clusters Score -1387993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -1387993.125000 Penalty: 906.007568
	Iteration 28Q: 3 clusters Score -1387993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1387994.375000 Penalty: 906.007568
	Iteration 29Q: 3 clusters Score -1387994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -1387996.625000 Penalty: 906.007568
	Iteration 30Q: 3 clusters Score -1387997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1387998.375000 Penalty: 906.007568
	Iteration 31Q: 3 clusters Score -1387998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1388000.625000 Penalty: 906.007568
	Iteration 32Q: 3 clusters Score -1388001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1388001.875000 Penalty: 906.007568
	Iteration 33Q: 3 clusters Score -1388002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -1388001.750000 Penalty: 906.007568
	Iteration 34Q: 3 clusters Score -1388002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1388002.250000 Penalty: 906.007568
	Iteration 35Q: 3 clusters Score -1388002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1388002.500000 Penalty: 906.007568
	Iteration 36Q: 3 clusters Score -1388002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1388003.250000 Penalty: 906.007568
	Iteration 37Q: 3 clusters Score -1388003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1388003.875000 Penalty: 906.007568
	Iteration 38Q: 3 clusters Score -1388004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1388003.375000 Penalty: 906.007568
	Iteration 39Q: 3 clusters Score -1388003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1388005.000000 Penalty: 906.007568
	Iteration 40F: 3 clusters Score -1388005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -47454.542969 Penalty: 311.098633
	Iteration 0F: 2 clusters Score -47454.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -46733.679688 Penalty: 622.197266
	Iteration 0F: 3 clusters Score -46733.68 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47073.042969 Penalty: 622.197266
	Iteration 1F: 3 clusters Score -47073.04 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47193.925781 Penalty: 622.197266
	Iteration 2F: 3 clusters Score -47193.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47259.218750 Penalty: 622.197266
	Iteration 3F: 3 clusters Score -47259.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47285.113281 Penalty: 622.197266
	Iteration 4Q: 3 clusters Score -47285.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47301.808594 Penalty: 622.197266
	Iteration 5Q: 3 clusters Score -47301.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47310.957031 Penalty: 622.197266
	Iteration 6Q: 3 clusters Score -47310.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47317.875000 Penalty: 622.197266
	Iteration 7Q: 3 clusters Score -47317.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47326.613281 Penalty: 622.197266
	Iteration 8Q: 3 clusters Score -47326.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47333.878906 Penalty: 622.197266
	Iteration 9Q: 3 clusters Score -47333.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47338.421875 Penalty: 622.197266
	Iteration 10Q: 3 clusters Score -47338.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47340.945312 Penalty: 622.197266
	Iteration 11Q: 3 clusters Score -47340.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47343.062500 Penalty: 622.197266
	Iteration 12Q: 3 clusters Score -47343.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47345.871094 Penalty: 622.197266
	Iteration 13Q: 3 clusters Score -47345.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47347.906250 Penalty: 622.197266
	Iteration 14Q: 3 clusters Score -47347.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47348.703125 Penalty: 622.197266
	Iteration 15Q: 3 clusters Score -47348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47348.917969 Penalty: 622.197266
	Iteration 16Q: 3 clusters Score -47348.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47349.242188 Penalty: 622.197266
	Iteration 17Q: 3 clusters Score -47349.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47349.597656 Penalty: 622.197266
	Iteration 18Q: 3 clusters Score -47349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47350.070312 Penalty: 622.197266
	Iteration 19Q: 3 clusters Score -47350.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47350.382812 Penalty: 622.197266
	Iteration 20F: 3 clusters Score -47350.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Entering Unmasked Estep 
Score: -815069.375000 Penalty: 432.953857
	Iteration 0F: 2 clusters Score -815069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -805999.125000 Penalty: 865.907715
	Iteration 0F: 3 clusters Score -805999.1 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -809834.687500 Penalty: 865.907715
	Iteration 1F: 3 clusters Score -809834.7 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -810290.875000 Penalty: 865.907715
	Iteration 2F: 3 clusters Score -810290.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -810807.375000 Penalty: 865.907715
	Iteration 3F: 3 clusters Score -810807.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -811361.875000 Penalty: 865.907715
	Iteration 4F: 3 clusters Score -811361.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -811936.250000 Penalty: 865.907715
	Iteration 5F: 3 clusters Score -811936.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -812553.562500 Penalty: 865.907715
	Iteration 6F: 3 clusters Score -812553.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -813094.937500 Penalty: 865.907715
	Iteration 7Q: 3 clusters Score -813094.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -813548.937500 Penalty: 865.907715
	Iteration 8Q: 3 clusters Score -813548.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -813909.437500 Penalty: 865.907715
	Iteration 9Q: 3 clusters Score -813909.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -814190.500000 Penalty: 865.907715
	Iteration 10Q: 3 clusters Score -814190.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -814405.812500 Penalty: 865.907715
	Iteration 11Q: 3 clusters Score -814405.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -814534.687500 Penalty: 865.907715
	Iteration 12Q: 3 clusters Score -814534.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -814616.937500 Penalty: 865.907715
	Iteration 13Q: 3 clusters Score -814616.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -814662.187500 Penalty: 865.907715
	Iteration 14Q: 3 clusters Score -814662.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -814683.437500 Penalty: 865.907715
	Iteration 15Q: 3 clusters Score -814683.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -814701.750000 Penalty: 865.907715
	Iteration 16Q: 3 clusters Score -814701.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -814721.750000 Penalty: 865.907715
	Iteration 17Q: 3 clusters Score -814721.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -814744.500000 Penalty: 865.907715
	Iteration 18Q: 3 clusters Score -814744.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -814761.250000 Penalty: 865.907715
	Iteration 19Q: 3 clusters Score -814761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -814770.812500 Penalty: 865.907715
	Iteration 20F: 3 clusters Score -814770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -814774.312500 Penalty: 865.907715
	Iteration 21Q: 3 clusters Score -814774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -814775.437500 Penalty: 865.907715
	Iteration 22Q: 3 clusters Score -814775.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -814777.812500 Penalty: 865.907715
	Iteration 23Q: 3 clusters Score -814777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -814780.375000 Penalty: 865.907715
	Iteration 24Q: 3 clusters Score -814780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -814781.375000 Penalty: 865.907715
	Iteration 25Q: 3 clusters Score -814781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -814781.875000 Penalty: 865.907715
	Iteration 26Q: 3 clusters Score -814781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -814783.125000 Penalty: 865.907715
	Iteration 27Q: 3 clusters Score -814783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -814782.500000 Penalty: 865.907715
	Iteration 28Q: 3 clusters Score -814782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -814783.187500 Penalty: 865.907715
	Iteration 29Q: 3 clusters Score -814783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -814783.187500 Penalty: 865.907715
	Iteration 30F: 3 clusters Score -814783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Entering Unmasked Estep 
Score: -2073922.250000 Penalty: 471.936920
	Iteration 0F: 2 clusters Score -2073922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2052730.125000 Penalty: 943.873840
	Iteration 0F: 3 clusters Score -2052730 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2061613.250000 Penalty: 943.873840
	Iteration 1F: 3 clusters Score -2061613 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2062300.250000 Penalty: 943.873840
	Iteration 2F: 3 clusters Score -2062300 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2063579.125000 Penalty: 943.873840
	Iteration 3F: 3 clusters Score -2063579 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2065788.875000 Penalty: 943.873840
	Iteration 4F: 3 clusters Score -2065789 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2068906.875000 Penalty: 943.873840
	Iteration 5F: 3 clusters Score -2068907 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -2071806.125000 Penalty: 943.873840
	Iteration 6F: 3 clusters Score -2071806 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -2073264.625000 Penalty: 943.873840
	Iteration 7Q: 3 clusters Score -2073265 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -2073742.625000 Penalty: 943.873840
	Iteration 8Q: 3 clusters Score -2073743 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -2073952.625000 Penalty: 943.873840
	Iteration 9Q: 3 clusters Score -2073953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -2074101.500000 Penalty: 943.873840
	Iteration 10Q: 3 clusters Score -2074102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -2074138.500000 Penalty: 943.873840
	Iteration 11Q: 3 clusters Score -2074138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2074147.750000 Penalty: 943.873840
	Iteration 12Q: 3 clusters Score -2074148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -2074155.000000 Penalty: 943.873840
	Iteration 13Q: 3 clusters Score -2074155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -2074154.125000 Penalty: 943.873840
	Iteration 14Q: 3 clusters Score -2074154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -2074154.125000 Penalty: 943.873840
	Iteration 15Q: 3 clusters Score -2074154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -2074154.625000 Penalty: 943.873840
	Iteration 16F: 3 clusters Score -2074155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -2074159.250000 Penalty: 943.873840
	Iteration 17Q: 3 clusters Score -2074159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -2074158.625000 Penalty: 943.873840
	Iteration 18Q: 3 clusters Score -2074159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -2074158.625000 Penalty: 943.873840
	Iteration 19F: 3 clusters Score -2074159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 77431 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 82644 members 
Mstep: Class 15 contains 29945 members 
Mstep: Class 16 contains 64042 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13568 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 9343 members 
Mstep: Class 25 contains 12992 members 
Mstep: Class 26 contains 95326 members 
Mstep: Class 27 contains 42749 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 1404 members 
Mstep: Class 30 contains 1078 members 
Mstep: Class 31 contains 31454 members 
Entering Unmasked Estep 
Score: -42227608.000000 Penalty: 18977.085938
Splitting cluster 23 changes total score from -42227032.000000 to -42227608.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -612081.187500 Penalty: 415.978424
	Iteration 0F: 2 clusters Score -612081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -605831.875000 Penalty: 831.956848
	Iteration 0F: 3 clusters Score -605831.9 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -608216.000000 Penalty: 831.956848
	Iteration 1F: 3 clusters Score -608216 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -608464.875000 Penalty: 831.956848
	Iteration 2F: 3 clusters Score -608464.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -608786.875000 Penalty: 831.956848
	Iteration 3F: 3 clusters Score -608786.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -609213.625000 Penalty: 831.956848
	Iteration 4F: 3 clusters Score -609213.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -609755.250000 Penalty: 831.956848
	Iteration 5F: 3 clusters Score -609755.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -610270.187500 Penalty: 831.956848
	Iteration 6F: 3 clusters Score -610270.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -610652.937500 Penalty: 831.956848
	Iteration 7F: 3 clusters Score -610652.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -610931.500000 Penalty: 831.956848
	Iteration 8Q: 3 clusters Score -610931.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -611088.250000 Penalty: 831.956848
	Iteration 9Q: 3 clusters Score -611088.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -611183.562500 Penalty: 831.956848
	Iteration 10Q: 3 clusters Score -611183.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -611251.500000 Penalty: 831.956848
	Iteration 11Q: 3 clusters Score -611251.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -611318.562500 Penalty: 831.956848
	Iteration 12Q: 3 clusters Score -611318.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -611367.750000 Penalty: 831.956848
	Iteration 13Q: 3 clusters Score -611367.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -611404.000000 Penalty: 831.956848
	Iteration 14Q: 3 clusters Score -611404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -611446.125000 Penalty: 831.956848
	Iteration 15Q: 3 clusters Score -611446.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -611479.875000 Penalty: 831.956848
	Iteration 16Q: 3 clusters Score -611479.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -611514.000000 Penalty: 831.956848
	Iteration 17Q: 3 clusters Score -611514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -611540.437500 Penalty: 831.956848
	Iteration 18Q: 3 clusters Score -611540.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -611557.125000 Penalty: 831.956848
	Iteration 19Q: 3 clusters Score -611557.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -611573.500000 Penalty: 831.956848
	Iteration 20F: 3 clusters Score -611573.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -611585.875000 Penalty: 831.956848
	Iteration 21Q: 3 clusters Score -611585.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -611597.937500 Penalty: 831.956848
	Iteration 22Q: 3 clusters Score -611597.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -611615.500000 Penalty: 831.956848
	Iteration 23Q: 3 clusters Score -611615.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -611627.500000 Penalty: 831.956848
	Iteration 24Q: 3 clusters Score -611627.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -611635.875000 Penalty: 831.956848
	Iteration 25Q: 3 clusters Score -611635.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -611642.500000 Penalty: 831.956848
	Iteration 26Q: 3 clusters Score -611642.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -611647.937500 Penalty: 831.956848
	Iteration 27Q: 3 clusters Score -611647.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -611654.437500 Penalty: 831.956848
	Iteration 28Q: 3 clusters Score -611654.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -611660.187500 Penalty: 831.956848
	Iteration 29Q: 3 clusters Score -611660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -611667.687500 Penalty: 831.956848
	Iteration 30Q: 3 clusters Score -611667.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -611676.250000 Penalty: 831.956848
	Iteration 31Q: 3 clusters Score -611676.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -611683.562500 Penalty: 831.956848
	Iteration 32Q: 3 clusters Score -611683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -611687.875000 Penalty: 831.956848
	Iteration 33Q: 3 clusters Score -611687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -611691.125000 Penalty: 831.956848
	Iteration 34Q: 3 clusters Score -611691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -611692.312500 Penalty: 831.956848
	Iteration 35Q: 3 clusters Score -611692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -611695.187500 Penalty: 831.956848
	Iteration 36Q: 3 clusters Score -611695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -611696.562500 Penalty: 831.956848
	Iteration 37Q: 3 clusters Score -611696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -611697.437500 Penalty: 831.956848
	Iteration 38Q: 3 clusters Score -611697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -611698.062500 Penalty: 831.956848
	Iteration 39Q: 3 clusters Score -611698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -611702.125000 Penalty: 831.956848
	Iteration 40F: 3 clusters Score -611702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -611703.500000 Penalty: 831.956848
	Iteration 41Q: 3 clusters Score -611703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -611705.687500 Penalty: 831.956848
	Iteration 42Q: 3 clusters Score -611705.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -611706.875000 Penalty: 831.956848
	Iteration 43Q: 3 clusters Score -611706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -611712.375000 Penalty: 831.956848
	Iteration 44Q: 3 clusters Score -611712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -611715.375000 Penalty: 831.956848
	Iteration 45Q: 3 clusters Score -611715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -611715.937500 Penalty: 831.956848
	Iteration 46Q: 3 clusters Score -611715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -611717.562500 Penalty: 831.956848
	Iteration 47Q: 3 clusters Score -611717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -611719.250000 Penalty: 831.956848
	Iteration 48Q: 3 clusters Score -611719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -611722.125000 Penalty: 831.956848
	Iteration 49Q: 3 clusters Score -611722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -611724.937500 Penalty: 831.956848
	Iteration 50Q: 3 clusters Score -611724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -611727.750000 Penalty: 831.956848
	Iteration 51Q: 3 clusters Score -611727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -611729.000000 Penalty: 831.956848
	Iteration 52Q: 3 clusters Score -611729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -611732.187500 Penalty: 831.956848
	Iteration 53Q: 3 clusters Score -611732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -611734.875000 Penalty: 831.956848
	Iteration 54Q: 3 clusters Score -611734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -611736.437500 Penalty: 831.956848
	Iteration 55Q: 3 clusters Score -611736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -611738.375000 Penalty: 831.956848
	Iteration 56Q: 3 clusters Score -611738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -611740.437500 Penalty: 831.956848
	Iteration 57Q: 3 clusters Score -611740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -611741.375000 Penalty: 831.956848
	Iteration 58Q: 3 clusters Score -611741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -611741.875000 Penalty: 831.956848
	Iteration 59Q: 3 clusters Score -611741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -611743.562500 Penalty: 831.956848
	Iteration 60F: 3 clusters Score -611743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -611744.000000 Penalty: 831.956848
	Iteration 61Q: 3 clusters Score -611744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -611745.125000 Penalty: 831.956848
	Iteration 62Q: 3 clusters Score -611745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -611745.125000 Penalty: 831.956848
	Iteration 63F: 3 clusters Score -611745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -771378.437500 Penalty: 430.980042
	Iteration 0F: 2 clusters Score -771378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -762764.875000 Penalty: 861.960083
	Iteration 0F: 3 clusters Score -762764.9 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -766706.000000 Penalty: 861.960083
	Iteration 1F: 3 clusters Score -766706 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -767471.625000 Penalty: 861.960083
	Iteration 2F: 3 clusters Score -767471.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -768496.312500 Penalty: 861.960083
	Iteration 3F: 3 clusters Score -768496.3 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -769498.937500 Penalty: 861.960083
	Iteration 4F: 3 clusters Score -769498.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -770028.375000 Penalty: 861.960083
	Iteration 5F: 3 clusters Score -770028.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -770285.937500 Penalty: 861.960083
	Iteration 6Q: 3 clusters Score -770285.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -770455.000000 Penalty: 861.960083
	Iteration 7Q: 3 clusters Score -770455 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -770602.875000 Penalty: 861.960083
	Iteration 8Q: 3 clusters Score -770602.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -770726.000000 Penalty: 861.960083
	Iteration 9Q: 3 clusters Score -770726 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -770854.250000 Penalty: 861.960083
	Iteration 10Q: 3 clusters Score -770854.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -770980.937500 Penalty: 861.960083
	Iteration 11Q: 3 clusters Score -770980.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -771099.062500 Penalty: 861.960083
	Iteration 12Q: 3 clusters Score -771099.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -771207.000000 Penalty: 861.960083
	Iteration 13Q: 3 clusters Score -771207 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -771285.687500 Penalty: 861.960083
	Iteration 14Q: 3 clusters Score -771285.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -771324.875000 Penalty: 861.960083
	Iteration 15Q: 3 clusters Score -771324.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -771344.125000 Penalty: 861.960083
	Iteration 16Q: 3 clusters Score -771344.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -771354.562500 Penalty: 861.960083
	Iteration 17Q: 3 clusters Score -771354.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -771362.375000 Penalty: 861.960083
	Iteration 18Q: 3 clusters Score -771362.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -771362.250000 Penalty: 861.960083
	Iteration 19Q: 3 clusters Score -771362.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -771367.250000 Penalty: 861.960083
	Iteration 20F: 3 clusters Score -771367.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -771369.062500 Penalty: 861.960083
	Iteration 21Q: 3 clusters Score -771369.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -771371.250000 Penalty: 861.960083
	Iteration 22Q: 3 clusters Score -771371.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -771375.250000 Penalty: 861.960083
	Iteration 23Q: 3 clusters Score -771375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -771373.625000 Penalty: 861.960083
	Iteration 24Q: 3 clusters Score -771373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -771377.625000 Penalty: 861.960083
	Iteration 25Q: 3 clusters Score -771377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -771376.000000 Penalty: 861.960083
	Iteration 26Q: 3 clusters Score -771376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -771376.500000 Penalty: 861.960083
	Iteration 27Q: 3 clusters Score -771376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -771375.687500 Penalty: 861.960083
	Iteration 28Q: 3 clusters Score -771375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -771378.375000 Penalty: 861.960083
	Iteration 29Q: 3 clusters Score -771378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -771379.250000 Penalty: 861.960083
	Iteration 30Q: 3 clusters Score -771379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -771379.312500 Penalty: 861.960083
	Iteration 31Q: 3 clusters Score -771379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -771378.625000 Penalty: 861.960083
	Iteration 32Q: 3 clusters Score -771378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -771377.750000 Penalty: 861.960083
	Iteration 33Q: 3 clusters Score -771377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -771377.750000 Penalty: 861.960083
	Iteration 34F: 3 clusters Score -771377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (95326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Entering Unmasked Estep 
Score: -5923363.000000 Penalty: 521.660156
	Iteration 0F: 2 clusters Score -5923363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -5870378.000000 Penalty: 1043.320312
	Iteration 0F: 3 clusters Score -5870378 nChanged 46657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5899768.000000 Penalty: 1043.320312
	Iteration 1F: 3 clusters Score -5899768 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5902111.500000 Penalty: 1043.320312
	Iteration 2F: 3 clusters Score -5902112 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5905570.000000 Penalty: 1043.320312
	Iteration 3F: 3 clusters Score -5905570 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5910176.500000 Penalty: 1043.320312
	Iteration 4F: 3 clusters Score -5910176 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5914739.000000 Penalty: 1043.320312
	Iteration 5F: 3 clusters Score -5914739 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5917024.000000 Penalty: 1043.320312
	Iteration 6F: 3 clusters Score -5917024 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5917615.000000 Penalty: 1043.320312
	Iteration 7Q: 3 clusters Score -5917615 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5917791.000000 Penalty: 1043.320312
	Iteration 8Q: 3 clusters Score -5917791 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5917873.000000 Penalty: 1043.320312
	Iteration 9Q: 3 clusters Score -5917873 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5917910 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5917948 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5918017 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5918071 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5918076 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5918108 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5918127 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5918157 nChanged 937
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5918208 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5918262 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5918282.500000 Penalty: 1043.320312
	Iteration 20F: 3 clusters Score -5918282 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5918313 nChanged 845
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -5918335.500000 Penalty: 1043.320312
	Iteration 22Q: 3 clusters Score -5918336 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5918302 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -5918279.500000 Penalty: 1043.320312
	Iteration 24Q: 3 clusters Score -5918280 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5918226.500000 Penalty: 1043.320312
	Iteration 25Q: 3 clusters Score -5918226 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -5918212.500000 Penalty: 1043.320312
	Iteration 26Q: 3 clusters Score -5918212 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5918284 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5918246 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5918201.000000 Penalty: 1043.320312
	Iteration 29Q: 3 clusters Score -5918201 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -5918247.500000 Penalty: 1043.320312
	Iteration 30Q: 3 clusters Score -5918248 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -5918230.000000 Penalty: 1043.320312
	Iteration 31Q: 3 clusters Score -5918230 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5918210.500000 Penalty: 1043.320312
	Iteration 32Q: 3 clusters Score -5918210 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5918142.500000 Penalty: 1043.320312
	Iteration 33Q: 3 clusters Score -5918142 nChanged 647
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5918039.500000 Penalty: 1043.320312
	Iteration 34Q: 3 clusters Score -5918040 nChanged 618
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5918016.500000 Penalty: 1043.320312
	Iteration 35Q: 3 clusters Score -5918016 nChanged 650
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Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5917909 nChanged 652
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5917856 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5917758 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5917676 nChanged 750
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5917646 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5917564 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5917479 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5917500 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5917470 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5917444 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5917342 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5917247.500000 Penalty: 1043.320312
	Iteration 47Q: 3 clusters Score -5917248 nChanged 780
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5917269.000000 Penalty: 1043.320312
	Iteration 48Q: 3 clusters Score -5917269 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5917246 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5917223.000000 Penalty: 1043.320312
	Iteration 50Q: 3 clusters Score -5917223 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5917246 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5917256.000000 Penalty: 1043.320312
	Iteration 52Q: 3 clusters Score -5917256 nChanged 550
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5917295 nChanged 529
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5917326.000000 Penalty: 1043.320312
	Iteration 54Q: 3 clusters Score -5917326 nChanged 507
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Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5917356 nChanged 520
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Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5917437.000000 Penalty: 1043.320312
	Iteration 56Q: 3 clusters Score -5917437 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5917488 nChanged 527
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Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5917541.000000 Penalty: 1043.320312
	Iteration 58Q: 3 clusters Score -5917541 nChanged 498
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5917609.000000 Penalty: 1043.320312
	Iteration 59Q: 3 clusters Score -5917609 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5917587.000000 Penalty: 1043.320312
	Iteration 60F: 3 clusters Score -5917587 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5917659 nChanged 409
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Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5917695 nChanged 402
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Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5917720.000000 Penalty: 1043.320312
	Iteration 63Q: 3 clusters Score -5917720 nChanged 369
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Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5917818.000000 Penalty: 1043.320312
	Iteration 64Q: 3 clusters Score -5917818 nChanged 326
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Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5917868 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51488 members 
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Entering Unmasked Estep 
Score: -5917905.500000 Penalty: 1043.320312
	Iteration 66Q: 3 clusters Score -5917906 nChanged 299
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Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5917902 nChanged 268
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Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5917947 nChanged 281
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Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5917941.000000 Penalty: 1043.320312
	Iteration 69Q: 3 clusters Score -5917941 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5917960 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5917996 nChanged 255
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Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -5917992.000000 Penalty: 1043.320312
	Iteration 72Q: 3 clusters Score -5917992 nChanged 262
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Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5918036.500000 Penalty: 1043.320312
	Iteration 73Q: 3 clusters Score -5918036 nChanged 253
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Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5918063.000000 Penalty: 1043.320312
	Iteration 74Q: 3 clusters Score -5918063 nChanged 259
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Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5918118.000000 Penalty: 1043.320312
	Iteration 75Q: 3 clusters Score -5918118 nChanged 231
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Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5918158.000000 Penalty: 1043.320312
	Iteration 76Q: 3 clusters Score -5918158 nChanged 218
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Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5918178 nChanged 196
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Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5918218 nChanged 188
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Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5918262 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -5918316.500000 Penalty: 1043.320312
	Iteration 80F: 3 clusters Score -5918316 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5918338.000000 Penalty: 1043.320312
	Iteration 81Q: 3 clusters Score -5918338 nChanged 154
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Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5918346 nChanged 145
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Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5918364 nChanged 146
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Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5918421 nChanged 171
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Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5918444 nChanged 182
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Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5918466 nChanged 163
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Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5918498 nChanged 158
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Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5918582 nChanged 155
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5918632 nChanged 163
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Mstep: Class 1 contains 49554 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5918666 nChanged 168
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Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5918703 nChanged 175
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Mstep: Class 1 contains 49461 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5918768 nChanged 159
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Mstep: Class 1 contains 49456 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5918796 nChanged 153
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Mstep: Class 1 contains 49449 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5918862 nChanged 143
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5918890 nChanged 166
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Mstep: Class 1 contains 49438 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5918916 nChanged 170
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5918968 nChanged 154
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5919002 nChanged 166
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5919050 nChanged 203
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5919130 nChanged 218
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5919166 nChanged 240
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5919250 nChanged 259
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	Iteration 259Q: 3 clusters Score -5924710 nChanged 78
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	Iteration 260F: 3 clusters Score -5924720 nChanged 86
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	Iteration 264Q: 3 clusters Score -5924748 nChanged 84
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	Iteration 268Q: 3 clusters Score -5924730 nChanged 85
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	Iteration 269Q: 3 clusters Score -5924742 nChanged 70
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	Iteration 280F: 3 clusters Score -5924766 nChanged 65
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	Iteration 281Q: 3 clusters Score -5924760 nChanged 64
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	Iteration 287Q: 3 clusters Score -5924754 nChanged 35
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5923383.500000 Penalty: 1043.320312
	Iteration 475Q: 3 clusters Score -5923384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5923362.000000 Penalty: 1043.320312
	Iteration 476Q: 3 clusters Score -5923362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5923359.500000 Penalty: 1043.320312
	Iteration 477Q: 3 clusters Score -5923360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5923350.500000 Penalty: 1043.320312
	Iteration 478Q: 3 clusters Score -5923350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5923333.500000 Penalty: 1043.320312
	Iteration 479Q: 3 clusters Score -5923334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5923317.000000 Penalty: 1043.320312
	Iteration 480F: 3 clusters Score -5923317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5923299.000000 Penalty: 1043.320312
	Iteration 481Q: 3 clusters Score -5923299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5923289.000000 Penalty: 1043.320312
	Iteration 482Q: 3 clusters Score -5923289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5923299.000000 Penalty: 1043.320312
	Iteration 483Q: 3 clusters Score -5923299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5923291.000000 Penalty: 1043.320312
	Iteration 484Q: 3 clusters Score -5923291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5923277.500000 Penalty: 1043.320312
	Iteration 485Q: 3 clusters Score -5923278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5923279.000000 Penalty: 1043.320312
	Iteration 486Q: 3 clusters Score -5923279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5923287.500000 Penalty: 1043.320312
	Iteration 487Q: 3 clusters Score -5923288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5923277.000000 Penalty: 1043.320312
	Iteration 488Q: 3 clusters Score -5923277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5923276.000000 Penalty: 1043.320312
	Iteration 489Q: 3 clusters Score -5923276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5923273.500000 Penalty: 1043.320312
	Iteration 490Q: 3 clusters Score -5923274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5923272.500000 Penalty: 1043.320312
	Iteration 491Q: 3 clusters Score -5923272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5923269.000000 Penalty: 1043.320312
	Iteration 492Q: 3 clusters Score -5923269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5923267.500000 Penalty: 1043.320312
	Iteration 493Q: 3 clusters Score -5923268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5923259.000000 Penalty: 1043.320312
	Iteration 494Q: 3 clusters Score -5923259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5923253.000000 Penalty: 1043.320312
	Iteration 495Q: 3 clusters Score -5923253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5923249.000000 Penalty: 1043.320312
	Iteration 496Q: 3 clusters Score -5923249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5923251.500000 Penalty: 1043.320312
	Iteration 497Q: 3 clusters Score -5923252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5923261.000000 Penalty: 1043.320312
	Iteration 498Q: 3 clusters Score -5923261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94958 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5923257.000000 Penalty: 1043.320312
	Iteration 499Q: 3 clusters Score -5923257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5923259.000000 Penalty: 1043.320312
	Iteration 500F: 3 clusters Score -5923259 nChanged 5
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 27 (42749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Entering Unmasked Estep 
Score: -2775884.500000 Penalty: 485.171112
	Iteration 0F: 2 clusters Score -2775884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2747468.250000 Penalty: 970.342224
	Iteration 0F: 3 clusters Score -2747468 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2760837.750000 Penalty: 970.342224
	Iteration 1F: 3 clusters Score -2760838 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2762979.250000 Penalty: 970.342224
	Iteration 2F: 3 clusters Score -2762979 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2766018.500000 Penalty: 970.342224
	Iteration 3F: 3 clusters Score -2766018 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2769174.000000 Penalty: 970.342224
	Iteration 4F: 3 clusters Score -2769174 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2771540.250000 Penalty: 970.342224
	Iteration 5F: 3 clusters Score -2771540 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2773269.750000 Penalty: 970.342224
	Iteration 6Q: 3 clusters Score -2773270 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2774412.750000 Penalty: 970.342224
	Iteration 7Q: 3 clusters Score -2774413 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2775107.750000 Penalty: 970.342224
	Iteration 8Q: 3 clusters Score -2775108 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2775449.000000 Penalty: 970.342224
	Iteration 9Q: 3 clusters Score -2775449 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2775608.250000 Penalty: 970.342224
	Iteration 10Q: 3 clusters Score -2775608 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2775708.750000 Penalty: 970.342224
	Iteration 11Q: 3 clusters Score -2775709 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2775793.250000 Penalty: 970.342224
	Iteration 12Q: 3 clusters Score -2775793 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2775854.250000 Penalty: 970.342224
	Iteration 13Q: 3 clusters Score -2775854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2775909.500000 Penalty: 970.342224
	Iteration 14Q: 3 clusters Score -2775910 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2775939.000000 Penalty: 970.342224
	Iteration 15Q: 3 clusters Score -2775939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2775971.000000 Penalty: 970.342224
	Iteration 16Q: 3 clusters Score -2775971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2776005.000000 Penalty: 970.342224
	Iteration 17Q: 3 clusters Score -2776005 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2776038.250000 Penalty: 970.342224
	Iteration 18Q: 3 clusters Score -2776038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2776065.000000 Penalty: 970.342224
	Iteration 19Q: 3 clusters Score -2776065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2776099.000000 Penalty: 970.342224
	Iteration 20F: 3 clusters Score -2776099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2776147.250000 Penalty: 970.342224
	Iteration 21Q: 3 clusters Score -2776147 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2776187.000000 Penalty: 970.342224
	Iteration 22Q: 3 clusters Score -2776187 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2776203.000000 Penalty: 970.342224
	Iteration 23Q: 3 clusters Score -2776203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2776230.000000 Penalty: 970.342224
	Iteration 24Q: 3 clusters Score -2776230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2776234.500000 Penalty: 970.342224
	Iteration 25Q: 3 clusters Score -2776234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2776234.250000 Penalty: 970.342224
	Iteration 26Q: 3 clusters Score -2776234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2776239.250000 Penalty: 970.342224
	Iteration 27Q: 3 clusters Score -2776239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2776246.000000 Penalty: 970.342224
	Iteration 28Q: 3 clusters Score -2776246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2776245.000000 Penalty: 970.342224
	Iteration 29Q: 3 clusters Score -2776245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2776246.000000 Penalty: 970.342224
	Iteration 30Q: 3 clusters Score -2776246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2776242.750000 Penalty: 970.342224
	Iteration 31Q: 3 clusters Score -2776243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2776242.500000 Penalty: 970.342224
	Iteration 32Q: 3 clusters Score -2776242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2776236.500000 Penalty: 970.342224
	Iteration 33Q: 3 clusters Score -2776236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2776242.250000 Penalty: 970.342224
	Iteration 34Q: 3 clusters Score -2776242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2776238.750000 Penalty: 970.342224
	Iteration 35Q: 3 clusters Score -2776239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2776236.000000 Penalty: 970.342224
	Iteration 36Q: 3 clusters Score -2776236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2776238.250000 Penalty: 970.342224
	Iteration 37Q: 3 clusters Score -2776238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2776239.000000 Penalty: 970.342224
	Iteration 38Q: 3 clusters Score -2776239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2776239.750000 Penalty: 970.342224
	Iteration 39Q: 3 clusters Score -2776240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2776238.500000 Penalty: 970.342224
	Iteration 40F: 3 clusters Score -2776238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2776237.500000 Penalty: 970.342224
	Iteration 41Q: 3 clusters Score -2776238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2776239.250000 Penalty: 970.342224
	Iteration 42Q: 3 clusters Score -2776239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2776238.250000 Penalty: 970.342224
	Iteration 43Q: 3 clusters Score -2776238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2776236.000000 Penalty: 970.342224
	Iteration 44Q: 3 clusters Score -2776236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2776236.000000 Penalty: 970.342224
	Iteration 45F: 3 clusters Score -2776236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 77431 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 82644 members 
Mstep: Class 15 contains 29945 members 
Mstep: Class 16 contains 64042 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13568 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 9343 members 
Mstep: Class 25 contains 12992 members 
Mstep: Class 26 contains 95326 members 
Mstep: Class 27 contains 41359 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 1404 members 
Mstep: Class 30 contains 1078 members 
Mstep: Class 31 contains 31454 members 
Mstep: Class 32 contains 1390 members 
Entering Unmasked Estep 
Score: -42227696.000000 Penalty: 19589.250000
Splitting cluster 27 changes total score from -42227032.000000 to -42227696.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 28 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -46431.753906 Penalty: 304.489807
	Iteration 0F: 2 clusters Score -46431.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -45740.300781 Penalty: 608.979614
	Iteration 0F: 3 clusters Score -45740.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45963.585938 Penalty: 608.979614
	Iteration 1F: 3 clusters Score -45963.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46041.386719 Penalty: 608.979614
	Iteration 2F: 3 clusters Score -46041.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46129.933594 Penalty: 608.979614
	Iteration 3F: 3 clusters Score -46129.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -46186.363281 Penalty: 608.979614
	Iteration 4F: 3 clusters Score -46186.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46228.929688 Penalty: 608.979614
	Iteration 5F: 3 clusters Score -46228.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46267.585938 Penalty: 608.979614
	Iteration 6Q: 3 clusters Score -46267.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -46286.804688 Penalty: 608.979614
	Iteration 7Q: 3 clusters Score -46286.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -46305.347656 Penalty: 608.979614
	Iteration 8Q: 3 clusters Score -46305.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -46315.320312 Penalty: 608.979614
	Iteration 9Q: 3 clusters Score -46315.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46320.445312 Penalty: 608.979614
	Iteration 10Q: 3 clusters Score -46320.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -46324.687500 Penalty: 608.979614
	Iteration 11Q: 3 clusters Score -46324.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -46329.058594 Penalty: 608.979614
	Iteration 12Q: 3 clusters Score -46329.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -46336.128906 Penalty: 608.979614
	Iteration 13Q: 3 clusters Score -46336.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -46340.183594 Penalty: 608.979614
	Iteration 14Q: 3 clusters Score -46340.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -46345.296875 Penalty: 608.979614
	Iteration 15Q: 3 clusters Score -46345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -46346.460938 Penalty: 608.979614
	Iteration 16Q: 3 clusters Score -46346.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -46346.675781 Penalty: 608.979614
	Iteration 17Q: 3 clusters Score -46346.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -46347.160156 Penalty: 608.979614
	Iteration 18Q: 3 clusters Score -46347.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -46347.160156 Penalty: 608.979614
	Iteration 19F: 3 clusters Score -46347.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -91417.046875 Penalty: 329.742188
	Iteration 0F: 2 clusters Score -91417.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90325.265625 Penalty: 659.484375
	Iteration 0F: 3 clusters Score -90325.27 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -90639.312500 Penalty: 659.484375
	Iteration 1F: 3 clusters Score -90639.31 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -90687.781250 Penalty: 659.484375
	Iteration 2F: 3 clusters Score -90687.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90716.179688 Penalty: 659.484375
	Iteration 3Q: 3 clusters Score -90716.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -90738.046875 Penalty: 659.484375
	Iteration 4Q: 3 clusters Score -90738.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -90753.695312 Penalty: 659.484375
	Iteration 5Q: 3 clusters Score -90753.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -90773.937500 Penalty: 659.484375
	Iteration 6Q: 3 clusters Score -90773.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90792.406250 Penalty: 659.484375
	Iteration 7Q: 3 clusters Score -90792.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90816.562500 Penalty: 659.484375
	Iteration 8Q: 3 clusters Score -90816.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90843.062500 Penalty: 659.484375
	Iteration 9Q: 3 clusters Score -90843.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90874.984375 Penalty: 659.484375
	Iteration 10Q: 3 clusters Score -90874.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90913.796875 Penalty: 659.484375
	Iteration 11Q: 3 clusters Score -90913.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90962.226562 Penalty: 659.484375
	Iteration 12Q: 3 clusters Score -90962.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91013.406250 Penalty: 659.484375
	Iteration 13Q: 3 clusters Score -91013.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91041.437500 Penalty: 659.484375
	Iteration 14Q: 3 clusters Score -91041.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -91061.304688 Penalty: 659.484375
	Iteration 15Q: 3 clusters Score -91061.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91076.921875 Penalty: 659.484375
	Iteration 16Q: 3 clusters Score -91076.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91090.820312 Penalty: 659.484375
	Iteration 17Q: 3 clusters Score -91090.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -91102.500000 Penalty: 659.484375
	Iteration 18Q: 3 clusters Score -91102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -91105.664062 Penalty: 659.484375
	Iteration 19Q: 3 clusters Score -91105.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -91107.687500 Penalty: 659.484375
	Iteration 20F: 3 clusters Score -91107.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -91109.500000 Penalty: 659.484375
	Iteration 21Q: 3 clusters Score -91109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -91110.132812 Penalty: 659.484375
	Iteration 22Q: 3 clusters Score -91110.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91110.968750 Penalty: 659.484375
	Iteration 23Q: 3 clusters Score -91110.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -91111.890625 Penalty: 659.484375
	Iteration 24Q: 3 clusters Score -91111.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -91112.875000 Penalty: 659.484375
	Iteration 25Q: 3 clusters Score -91112.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -91114.226562 Penalty: 659.484375
	Iteration 26Q: 3 clusters Score -91114.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91115.023438 Penalty: 659.484375
	Iteration 27Q: 3 clusters Score -91115.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -91119.671875 Penalty: 659.484375
	Iteration 28Q: 3 clusters Score -91119.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -91123.039062 Penalty: 659.484375
	Iteration 29Q: 3 clusters Score -91123.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -91125.726562 Penalty: 659.484375
	Iteration 30Q: 3 clusters Score -91125.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -91126.914062 Penalty: 659.484375
	Iteration 31Q: 3 clusters Score -91126.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -91128.226562 Penalty: 659.484375
	Iteration 32Q: 3 clusters Score -91128.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -91129.640625 Penalty: 659.484375
	Iteration 33Q: 3 clusters Score -91129.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -91129.781250 Penalty: 659.484375
	Iteration 34Q: 3 clusters Score -91129.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -91129.781250 Penalty: 659.484375
	Iteration 35F: 3 clusters Score -91129.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -69550.289062 Penalty: 317.720276
	Iteration 0F: 2 clusters Score -69550.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68682.281250 Penalty: 635.440552
	Iteration 0F: 3 clusters Score -68682.28 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -68949.570312 Penalty: 635.440552
	Iteration 1F: 3 clusters Score -68949.57 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69035.437500 Penalty: 635.440552
	Iteration 2F: 3 clusters Score -69035.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69073.523438 Penalty: 635.440552
	Iteration 3F: 3 clusters Score -69073.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -69106.054688 Penalty: 635.440552
	Iteration 4Q: 3 clusters Score -69106.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -69142.304688 Penalty: 635.440552
	Iteration 5Q: 3 clusters Score -69142.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -69178.351562 Penalty: 635.440552
	Iteration 6Q: 3 clusters Score -69178.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -69212.085938 Penalty: 635.440552
	Iteration 7Q: 3 clusters Score -69212.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -69231.593750 Penalty: 635.440552
	Iteration 8Q: 3 clusters Score -69231.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -69241.445312 Penalty: 635.440552
	Iteration 9Q: 3 clusters Score -69241.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -69247.031250 Penalty: 635.440552
	Iteration 10Q: 3 clusters Score -69247.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69250.742188 Penalty: 635.440552
	Iteration 11Q: 3 clusters Score -69250.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -69253.890625 Penalty: 635.440552
	Iteration 12Q: 3 clusters Score -69253.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -69255.281250 Penalty: 635.440552
	Iteration 13Q: 3 clusters Score -69255.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -69256.687500 Penalty: 635.440552
	Iteration 14Q: 3 clusters Score -69256.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -69257.351562 Penalty: 635.440552
	Iteration 15Q: 3 clusters Score -69257.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -69257.476562 Penalty: 635.440552
	Iteration 16Q: 3 clusters Score -69257.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -69257.476562 Penalty: 635.440552
	Iteration 17F: 3 clusters Score -69257.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 77431 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 82644 members 
Mstep: Class 15 contains 29945 members 
Mstep: Class 16 contains 64042 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13568 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 9343 members 
Mstep: Class 25 contains 12992 members 
Mstep: Class 26 contains 95326 members 
Mstep: Class 27 contains 41359 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 1404 members 
Mstep: Class 30 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228416.000000 Penalty: 19589.250000
Iteration 119Q: 33 clusters Score -4.222842e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 77611 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 4450 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79518 members 
Mstep: Class 10 contains 8766 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 43870 members 
Mstep: Class 14 contains 82337 members 
Mstep: Class 15 contains 30013 members 
Mstep: Class 16 contains 64158 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 44365 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 20824 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13456 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 9317 members 
Mstep: Class 25 contains 13089 members 
Mstep: Class 26 contains 95638 members 
Mstep: Class 27 contains 41229 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 1128 members 
Mstep: Class 31 contains 31150 members 
Mstep: Class 32 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228472.000000 Penalty: 19589.250000
Iteration 120F: 33 clusters Score -4.222847e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 77995 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79566 members 
Mstep: Class 10 contains 8724 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 43891 members 
Mstep: Class 14 contains 81851 members 
Mstep: Class 15 contains 30038 members 
Mstep: Class 16 contains 64139 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 44340 members 
Mstep: Class 19 contains 1752 members 
Mstep: Class 20 contains 20558 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13363 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 9267 members 
Mstep: Class 25 contains 13169 members 
Mstep: Class 26 contains 95568 members 
Mstep: Class 27 contains 41224 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 1435 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 31000 members 
Mstep: Class 32 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42228844.000000 Penalty: 19589.250000
Iteration 121Q: 33 clusters Score -4.222884e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 78514 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79486 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 43913 members 
Mstep: Class 14 contains 81390 members 
Mstep: Class 15 contains 30059 members 
Mstep: Class 16 contains 64125 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 44354 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 20260 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 13286 members 
Mstep: Class 23 contains 686 members 
Mstep: Class 24 contains 9231 members 
Mstep: Class 25 contains 13243 members 
Mstep: Class 26 contains 95439 members 
Mstep: Class 27 contains 41349 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 1200 members 
Mstep: Class 31 contains 30867 members 
Mstep: Class 32 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229224.000000 Penalty: 19589.250000
Iteration 122Q: 33 clusters Score -4.222922e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 79084 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79317 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 43940 members 
Mstep: Class 14 contains 80942 members 
Mstep: Class 15 contains 30075 members 
Mstep: Class 16 contains 64106 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 44377 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 19996 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 13208 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 9200 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 95261 members 
Mstep: Class 27 contains 41511 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 1449 members 
Mstep: Class 30 contains 1225 members 
Mstep: Class 31 contains 30734 members 
Mstep: Class 32 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42229552.000000 Penalty: 19589.250000
Iteration 123Q: 33 clusters Score -4.222955e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 79635 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 79069 members 
Mstep: Class 10 contains 8592 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 43966 members 
Mstep: Class 14 contains 80566 members 
Mstep: Class 15 contains 30094 members 
Mstep: Class 16 contains 64117 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 44398 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19757 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 13169 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 9173 members 
Mstep: Class 25 contains 13368 members 
Mstep: Class 26 contains 95089 members 
Mstep: Class 27 contains 41673 members 
Mstep: Class 28 contains 827 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 1242 members 
Mstep: Class 31 contains 30575 members 
Mstep: Class 32 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230072.000000 Penalty: 19589.250000
Iteration 124Q: 33 clusters Score -4.223007e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 80110 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6423 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 78809 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 43993 members 
Mstep: Class 14 contains 80284 members 
Mstep: Class 15 contains 30116 members 
Mstep: Class 16 contains 64120 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 44434 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19528 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 13103 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 9151 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 94951 members 
Mstep: Class 27 contains 41857 members 
Mstep: Class 28 contains 828 members 
Mstep: Class 29 contains 1477 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 30412 members 
Mstep: Class 32 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230252.000000 Penalty: 19589.250000
Iteration 125Q: 33 clusters Score -4.223025e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 80510 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 5268 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 78509 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 5463 members 
Mstep: Class 13 contains 44024 members 
Mstep: Class 14 contains 80067 members 
Mstep: Class 15 contains 30140 members 
Mstep: Class 16 contains 64112 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 18 contains 44484 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 19308 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 13040 members 
Mstep: Class 23 contains 792 members 
Mstep: Class 24 contains 9132 members 
Mstep: Class 25 contains 13494 members 
Mstep: Class 26 contains 94839 members 
Mstep: Class 27 contains 42039 members 
Mstep: Class 28 contains 829 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 30261 members 
Mstep: Class 32 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230332.000000 Penalty: 19589.250000
Iteration 126Q: 33 clusters Score -4.223033e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 80846 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 78216 members 
Mstep: Class 10 contains 8431 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 44052 members 
Mstep: Class 14 contains 79932 members 
Mstep: Class 15 contains 30163 members 
Mstep: Class 16 contains 64130 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 44515 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19082 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12972 members 
Mstep: Class 23 contains 816 members 
Mstep: Class 24 contains 9120 members 
Mstep: Class 25 contains 13554 members 
Mstep: Class 26 contains 94735 members 
Mstep: Class 27 contains 42209 members 
Mstep: Class 28 contains 831 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 30124 members 
Mstep: Class 32 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 33 clusters Score -4.223075e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 81092 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6526 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77944 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 5564 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 79848 members 
Mstep: Class 15 contains 30176 members 
Mstep: Class 16 contains 64211 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 44532 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 18832 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12892 members 
Mstep: Class 23 contains 833 members 
Mstep: Class 24 contains 9101 members 
Mstep: Class 25 contains 13601 members 
Mstep: Class 26 contains 94650 members 
Mstep: Class 27 contains 42384 members 
Mstep: Class 28 contains 832 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 29998 members 
Mstep: Class 32 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42230900.000000 Penalty: 19589.250000
Iteration 128Q: 33 clusters Score -4.22309e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 81262 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 5587 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77713 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 44085 members 
Mstep: Class 14 contains 79842 members 
Mstep: Class 15 contains 30195 members 
Mstep: Class 16 contains 64283 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 44546 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 18602 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 12814 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 9086 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 94545 members 
Mstep: Class 27 contains 42558 members 
Mstep: Class 28 contains 833 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 29882 members 
Mstep: Class 32 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 33 clusters Score -4.223101e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 81367 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6578 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77525 members 
Mstep: Class 10 contains 8235 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5641 members 
Mstep: Class 13 contains 44095 members 
Mstep: Class 14 contains 79863 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 64412 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 44548 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 18353 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 12739 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 13690 members 
Mstep: Class 26 contains 94426 members 
Mstep: Class 27 contains 42771 members 
Mstep: Class 28 contains 835 members 
Mstep: Class 29 contains 1585 members 
Mstep: Class 30 contains 1257 members 
Mstep: Class 31 contains 29781 members 
Mstep: Class 32 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 33 clusters Score -4.223104e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 81409 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77395 members 
Mstep: Class 10 contains 8177 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 14 contains 79904 members 
Mstep: Class 15 contains 30217 members 
Mstep: Class 16 contains 64569 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 44537 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 18110 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12665 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 9061 members 
Mstep: Class 25 contains 13725 members 
Mstep: Class 26 contains 94296 members 
Mstep: Class 27 contains 42977 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 29695 members 
Mstep: Class 32 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 33 clusters Score -4.22314e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 81408 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77280 members 
Mstep: Class 10 contains 8119 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 5709 members 
Mstep: Class 13 contains 44104 members 
Mstep: Class 14 contains 79978 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 64704 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 44516 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 17890 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 883 members 
Mstep: Class 24 contains 9054 members 
Mstep: Class 25 contains 13753 members 
Mstep: Class 26 contains 94180 members 
Mstep: Class 27 contains 43206 members 
Mstep: Class 28 contains 842 members 
Mstep: Class 29 contains 1616 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 29610 members 
Mstep: Class 32 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 33 clusters Score -4.223164e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 81382 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77194 members 
Mstep: Class 10 contains 8066 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 13 contains 44095 members 
Mstep: Class 14 contains 80063 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 64816 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 44493 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 17713 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12492 members 
Mstep: Class 23 contains 887 members 
Mstep: Class 24 contains 9047 members 
Mstep: Class 25 contains 13787 members 
Mstep: Class 26 contains 94074 members 
Mstep: Class 27 contains 43397 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1628 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 29556 members 
Mstep: Class 32 contains 2905 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 33 clusters Score -4.223185e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 81320 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77152 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 5778 members 
Mstep: Class 13 contains 44084 members 
Mstep: Class 14 contains 80133 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 64893 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 44472 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12401 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 9044 members 
Mstep: Class 25 contains 13831 members 
Mstep: Class 26 contains 94025 members 
Mstep: Class 27 contains 43564 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1633 members 
Mstep: Class 30 contains 1277 members 
Mstep: Class 31 contains 29498 members 
Mstep: Class 32 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 33 clusters Score -4.223211e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 81242 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77142 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 44084 members 
Mstep: Class 14 contains 80161 members 
Mstep: Class 15 contains 30238 members 
Mstep: Class 16 contains 64978 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12305 members 
Mstep: Class 23 contains 892 members 
Mstep: Class 24 contains 9043 members 
Mstep: Class 25 contains 13873 members 
Mstep: Class 26 contains 93986 members 
Mstep: Class 27 contains 43719 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1641 members 
Mstep: Class 30 contains 1285 members 
Mstep: Class 31 contains 29457 members 
Mstep: Class 32 contains 2994 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 33 clusters Score -4.223199e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 81175 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 6108 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 7924 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 44080 members 
Mstep: Class 14 contains 80171 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 65067 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 44431 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 17245 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12212 members 
Mstep: Class 23 contains 894 members 
Mstep: Class 24 contains 9041 members 
Mstep: Class 25 contains 13898 members 
Mstep: Class 26 contains 93965 members 
Mstep: Class 27 contains 43849 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1648 members 
Mstep: Class 30 contains 1292 members 
Mstep: Class 31 contains 29408 members 
Mstep: Class 32 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42231984.000000 Penalty: 19589.250000
Iteration 136Q: 33 clusters Score -4.223198e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 81103 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6645 members 
Mstep: Class 5 contains 6185 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 482 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77258 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5864 members 
Mstep: Class 13 contains 44083 members 
Mstep: Class 14 contains 80135 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 65140 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 44419 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12140 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 9039 members 
Mstep: Class 25 contains 13922 members 
Mstep: Class 26 contains 93936 members 
Mstep: Class 27 contains 43936 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 29362 members 
Mstep: Class 32 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 33 clusters Score -4.223202e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 81029 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 6254 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77311 members 
Mstep: Class 10 contains 7840 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 44086 members 
Mstep: Class 14 contains 80112 members 
Mstep: Class 15 contains 30224 members 
Mstep: Class 16 contains 65191 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 44417 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 12063 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 9030 members 
Mstep: Class 25 contains 13950 members 
Mstep: Class 26 contains 93906 members 
Mstep: Class 27 contains 44013 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1680 members 
Mstep: Class 30 contains 1307 members 
Mstep: Class 31 contains 29327 members 
Mstep: Class 32 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232048.000000 Penalty: 19589.250000
Iteration 138Q: 33 clusters Score -4.223205e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 80952 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6642 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77334 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 14 contains 80130 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 65228 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 44395 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 16953 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11995 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 13989 members 
Mstep: Class 26 contains 93871 members 
Mstep: Class 27 contains 44090 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1698 members 
Mstep: Class 30 contains 1316 members 
Mstep: Class 31 contains 29296 members 
Mstep: Class 32 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232100.000000 Penalty: 19589.250000
Iteration 139Q: 33 clusters Score -4.22321e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 80894 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77360 members 
Mstep: Class 10 contains 7775 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 44094 members 
Mstep: Class 14 contains 80135 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 65270 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 16867 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 14024 members 
Mstep: Class 26 contains 93825 members 
Mstep: Class 27 contains 44154 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1713 members 
Mstep: Class 30 contains 1328 members 
Mstep: Class 31 contains 29265 members 
Mstep: Class 32 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 33 clusters Score -4.223207e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 80849 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77408 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 5929 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 14 contains 80101 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 65295 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 44362 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11877 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 14061 members 
Mstep: Class 26 contains 93745 members 
Mstep: Class 27 contains 44225 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 1340 members 
Mstep: Class 31 contains 29245 members 
Mstep: Class 32 contains 3245 members 
Entering Unmasked Estep 
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Iteration 141Q: 33 clusters Score -4.223224e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 80801 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77456 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 44094 members 
Mstep: Class 14 contains 80052 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 65339 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 44360 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 16696 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11817 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 14101 members 
Mstep: Class 26 contains 93700 members 
Mstep: Class 27 contains 44295 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 29222 members 
Mstep: Class 32 contains 3286 members 
Entering Unmasked Estep 
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Iteration 142Q: 33 clusters Score -4.22323e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 80746 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 6568 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77484 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 44100 members 
Mstep: Class 14 contains 80015 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 65394 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 44353 members 
Mstep: Class 19 contains 1770 members 
Mstep: Class 20 contains 16621 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11768 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 9017 members 
Mstep: Class 25 contains 14138 members 
Mstep: Class 26 contains 93663 members 
Mstep: Class 27 contains 44350 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 29198 members 
Mstep: Class 32 contains 3319 members 
Entering Unmasked Estep 
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Iteration 143Q: 33 clusters Score -4.223233e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 80697 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6643 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77537 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 44107 members 
Mstep: Class 14 contains 80002 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 65425 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 44340 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 16560 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 906 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 14177 members 
Mstep: Class 26 contains 93609 members 
Mstep: Class 27 contains 44401 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 29180 members 
Mstep: Class 32 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232404.000000 Penalty: 19589.250000
Iteration 144Q: 33 clusters Score -4.22324e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 80659 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6643 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77594 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 44112 members 
Mstep: Class 14 contains 79972 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 65446 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 44323 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 16494 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11667 members 
Mstep: Class 23 contains 908 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 14209 members 
Mstep: Class 26 contains 93572 members 
Mstep: Class 27 contains 44446 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 29159 members 
Mstep: Class 32 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232376.000000 Penalty: 19589.250000
Iteration 145Q: 33 clusters Score -4.223238e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 80610 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77624 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 44107 members 
Mstep: Class 14 contains 79937 members 
Mstep: Class 15 contains 30242 members 
Mstep: Class 16 contains 65480 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 44315 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 16438 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11625 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 14245 members 
Mstep: Class 26 contains 93548 members 
Mstep: Class 27 contains 44479 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 29146 members 
Mstep: Class 32 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232336.000000 Penalty: 19589.250000
Iteration 146Q: 33 clusters Score -4.223234e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 80549 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77676 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 44102 members 
Mstep: Class 14 contains 79920 members 
Mstep: Class 15 contains 30243 members 
Mstep: Class 16 contains 65525 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 44305 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 16396 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11568 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8998 members 
Mstep: Class 25 contains 14275 members 
Mstep: Class 26 contains 93506 members 
Mstep: Class 27 contains 44506 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 1763 members 
Mstep: Class 30 contains 1355 members 
Mstep: Class 31 contains 29125 members 
Mstep: Class 32 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232428.000000 Penalty: 19589.250000
Iteration 147Q: 33 clusters Score -4.223243e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 80482 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 6792 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77715 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 14 contains 79899 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 65573 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 16353 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11509 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 93484 members 
Mstep: Class 27 contains 44523 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 1355 members 
Mstep: Class 31 contains 29119 members 
Mstep: Class 32 contains 3507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232380.000000 Penalty: 19589.250000
Iteration 148Q: 33 clusters Score -4.223238e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 80416 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6652 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77721 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 44094 members 
Mstep: Class 14 contains 79884 members 
Mstep: Class 15 contains 30238 members 
Mstep: Class 16 contains 65619 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 44276 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 20 contains 16321 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11457 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8987 members 
Mstep: Class 25 contains 14331 members 
Mstep: Class 26 contains 93449 members 
Mstep: Class 27 contains 44548 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 1354 members 
Mstep: Class 31 contains 29114 members 
Mstep: Class 32 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232468.000000 Penalty: 19589.250000
Iteration 149Q: 33 clusters Score -4.223247e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 80355 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77721 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 6036 members 
Mstep: Class 13 contains 44090 members 
Mstep: Class 14 contains 79878 members 
Mstep: Class 15 contains 30234 members 
Mstep: Class 16 contains 65646 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 44260 members 
Mstep: Class 19 contains 1793 members 
Mstep: Class 20 contains 16288 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11408 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8982 members 
Mstep: Class 25 contains 14363 members 
Mstep: Class 26 contains 93426 members 
Mstep: Class 27 contains 44568 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 1786 members 
Mstep: Class 30 contains 1357 members 
Mstep: Class 31 contains 29112 members 
Mstep: Class 32 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232420.000000 Penalty: 19589.250000
Iteration 150Q: 33 clusters Score -4.223242e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 80294 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6652 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77744 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 44088 members 
Mstep: Class 14 contains 79870 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 65670 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 44233 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 16247 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11348 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8977 members 
Mstep: Class 25 contains 14408 members 
Mstep: Class 26 contains 93406 members 
Mstep: Class 27 contains 44598 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 1359 members 
Mstep: Class 31 contains 29110 members 
Mstep: Class 32 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232452.000000 Penalty: 19589.250000
Iteration 151Q: 33 clusters Score -4.223245e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 80237 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 549 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77735 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 44090 members 
Mstep: Class 14 contains 79876 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 65698 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 44203 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11290 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8969 members 
Mstep: Class 25 contains 14454 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44632 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 29106 members 
Mstep: Class 32 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232388.000000 Penalty: 19589.250000
Iteration 152Q: 33 clusters Score -4.223239e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 80189 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 7134 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77747 members 
Mstep: Class 10 contains 7434 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 6094 members 
Mstep: Class 13 contains 44089 members 
Mstep: Class 14 contains 79852 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 65721 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 44195 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 16174 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11246 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8963 members 
Mstep: Class 25 contains 14497 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44658 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 1361 members 
Mstep: Class 31 contains 29098 members 
Mstep: Class 32 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232340.000000 Penalty: 19589.250000
Iteration 153Q: 33 clusters Score -4.223234e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 80157 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 7201 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77760 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 6109 members 
Mstep: Class 13 contains 44083 members 
Mstep: Class 14 contains 79837 members 
Mstep: Class 15 contains 30231 members 
Mstep: Class 16 contains 65724 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 44180 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 16149 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11199 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8950 members 
Mstep: Class 25 contains 14545 members 
Mstep: Class 26 contains 93350 members 
Mstep: Class 27 contains 44680 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 29094 members 
Mstep: Class 32 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232492.000000 Penalty: 19589.250000
Iteration 154Q: 33 clusters Score -4.223249e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 80128 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77798 members 
Mstep: Class 10 contains 7395 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 44083 members 
Mstep: Class 14 contains 79795 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 65748 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 44169 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11139 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8937 members 
Mstep: Class 25 contains 14589 members 
Mstep: Class 26 contains 93342 members 
Mstep: Class 27 contains 44713 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 29085 members 
Mstep: Class 32 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232316.000000 Penalty: 19589.250000
Iteration 155Q: 33 clusters Score -4.223232e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 80097 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77831 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 13 contains 44089 members 
Mstep: Class 14 contains 79754 members 
Mstep: Class 15 contains 30231 members 
Mstep: Class 16 contains 65776 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 44161 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 16072 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11087 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 8930 members 
Mstep: Class 25 contains 14629 members 
Mstep: Class 26 contains 93327 members 
Mstep: Class 27 contains 44752 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 1370 members 
Mstep: Class 31 contains 29066 members 
Mstep: Class 32 contains 3652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232312.000000 Penalty: 19589.250000
Iteration 156Q: 33 clusters Score -4.223231e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 80086 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6637 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77852 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 14 contains 79682 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 65803 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 44162 members 
Mstep: Class 19 contains 1793 members 
Mstep: Class 20 contains 16027 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 11041 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8921 members 
Mstep: Class 25 contains 14658 members 
Mstep: Class 26 contains 93326 members 
Mstep: Class 27 contains 44790 members 
Mstep: Class 28 contains 873 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29061 members 
Mstep: Class 32 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232420.000000 Penalty: 19589.250000
Iteration 157Q: 33 clusters Score -4.223242e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 80067 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6635 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77846 members 
Mstep: Class 10 contains 7311 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 6153 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 14 contains 79647 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 65843 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 44158 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 15996 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10979 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8914 members 
Mstep: Class 25 contains 14691 members 
Mstep: Class 26 contains 93299 members 
Mstep: Class 27 contains 44822 members 
Mstep: Class 28 contains 878 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29068 members 
Mstep: Class 32 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42232500.000000 Penalty: 19589.250000
Iteration 158Q: 33 clusters Score -4.22325e+07 nChanged 718
Entering ConstructFrom: 
Score: -42232500.000000 Penalty: 19589.250000
Entering ConstructFrom: 
Trying to split cluster 1 (10683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Entering Unmasked Estep 
Score: -665502.062500 Penalty: 422.076630
	Iteration 0F: 2 clusters Score -665502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -658336.687500 Penalty: 844.153259
	Iteration 0F: 3 clusters Score -658336.7 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -661236.562500 Penalty: 844.153259
	Iteration 1F: 3 clusters Score -661236.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -661526.375000 Penalty: 844.153259
	Iteration 2F: 3 clusters Score -661526.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -661946.250000 Penalty: 844.153259
	Iteration 3F: 3 clusters Score -661946.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -662576.750000 Penalty: 844.153259
	Iteration 4F: 3 clusters Score -662576.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -663375.562500 Penalty: 844.153259
	Iteration 5F: 3 clusters Score -663375.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -664205.250000 Penalty: 844.153259
	Iteration 6F: 3 clusters Score -664205.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -664760.062500 Penalty: 844.153259
	Iteration 7F: 3 clusters Score -664760.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -664939.187500 Penalty: 844.153259
	Iteration 8Q: 3 clusters Score -664939.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -665022.250000 Penalty: 844.153259
	Iteration 9Q: 3 clusters Score -665022.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -665072.625000 Penalty: 844.153259
	Iteration 10Q: 3 clusters Score -665072.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -665104.062500 Penalty: 844.153259
	Iteration 11Q: 3 clusters Score -665104.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -665121.187500 Penalty: 844.153259
	Iteration 12Q: 3 clusters Score -665121.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -665134.812500 Penalty: 844.153259
	Iteration 13Q: 3 clusters Score -665134.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -665142.312500 Penalty: 844.153259
	Iteration 14Q: 3 clusters Score -665142.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -665150.062500 Penalty: 844.153259
	Iteration 15Q: 3 clusters Score -665150.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -665156.500000 Penalty: 844.153259
	Iteration 16Q: 3 clusters Score -665156.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -665159.312500 Penalty: 844.153259
	Iteration 17Q: 3 clusters Score -665159.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -665164.000000 Penalty: 844.153259
	Iteration 18Q: 3 clusters Score -665164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -665164.625000 Penalty: 844.153259
	Iteration 19Q: 3 clusters Score -665164.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -665165.812500 Penalty: 844.153259
	Iteration 20F: 3 clusters Score -665165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -665166.500000 Penalty: 844.153259
	Iteration 21Q: 3 clusters Score -665166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -665167.625000 Penalty: 844.153259
	Iteration 22Q: 3 clusters Score -665167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -665169.875000 Penalty: 844.153259
	Iteration 23Q: 3 clusters Score -665169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -665170.937500 Penalty: 844.153259
	Iteration 24Q: 3 clusters Score -665170.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -665173.625000 Penalty: 844.153259
	Iteration 25Q: 3 clusters Score -665173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -665177.500000 Penalty: 844.153259
	Iteration 26Q: 3 clusters Score -665177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -665176.750000 Penalty: 844.153259
	Iteration 27Q: 3 clusters Score -665176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -665177.937500 Penalty: 844.153259
	Iteration 28Q: 3 clusters Score -665177.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -665179.062500 Penalty: 844.153259
	Iteration 29Q: 3 clusters Score -665179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -665180.687500 Penalty: 844.153259
	Iteration 30Q: 3 clusters Score -665180.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -665182.375000 Penalty: 844.153259
	Iteration 31Q: 3 clusters Score -665182.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -665186.250000 Penalty: 844.153259
	Iteration 32Q: 3 clusters Score -665186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -665190.375000 Penalty: 844.153259
	Iteration 33Q: 3 clusters Score -665190.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -665194.000000 Penalty: 844.153259
	Iteration 34Q: 3 clusters Score -665194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -665197.500000 Penalty: 844.153259
	Iteration 35Q: 3 clusters Score -665197.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -665202.062500 Penalty: 844.153259
	Iteration 36Q: 3 clusters Score -665202.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -665203.375000 Penalty: 844.153259
	Iteration 37Q: 3 clusters Score -665203.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -665205.875000 Penalty: 844.153259
	Iteration 38Q: 3 clusters Score -665205.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -665209.687500 Penalty: 844.153259
	Iteration 39Q: 3 clusters Score -665209.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -665211.937500 Penalty: 844.153259
	Iteration 40F: 3 clusters Score -665211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -665212.000000 Penalty: 844.153259
	Iteration 41Q: 3 clusters Score -665212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -665214.187500 Penalty: 844.153259
	Iteration 42Q: 3 clusters Score -665214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -665213.500000 Penalty: 844.153259
	Iteration 43Q: 3 clusters Score -665213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -665217.062500 Penalty: 844.153259
	Iteration 44Q: 3 clusters Score -665217.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -665217.500000 Penalty: 844.153259
	Iteration 45Q: 3 clusters Score -665217.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -665217.687500 Penalty: 844.153259
	Iteration 46Q: 3 clusters Score -665217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -665221.125000 Penalty: 844.153259
	Iteration 47Q: 3 clusters Score -665221.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -665222.125000 Penalty: 844.153259
	Iteration 48Q: 3 clusters Score -665222.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -665223.562500 Penalty: 844.153259
	Iteration 49Q: 3 clusters Score -665223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -665226.375000 Penalty: 844.153259
	Iteration 50Q: 3 clusters Score -665226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -665227.750000 Penalty: 844.153259
	Iteration 51Q: 3 clusters Score -665227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -665228.875000 Penalty: 844.153259
	Iteration 52Q: 3 clusters Score -665228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -665229.875000 Penalty: 844.153259
	Iteration 53Q: 3 clusters Score -665229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -665230.562500 Penalty: 844.153259
	Iteration 54Q: 3 clusters Score -665230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -665231.375000 Penalty: 844.153259
	Iteration 55Q: 3 clusters Score -665231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -665231.750000 Penalty: 844.153259
	Iteration 56Q: 3 clusters Score -665231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -665231.500000 Penalty: 844.153259
	Iteration 57Q: 3 clusters Score -665231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -665232.875000 Penalty: 844.153259
	Iteration 58Q: 3 clusters Score -665232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -665231.812500 Penalty: 844.153259
	Iteration 59Q: 3 clusters Score -665231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -665231.312500 Penalty: 844.153259
	Iteration 60F: 3 clusters Score -665231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -665232.500000 Penalty: 844.153259
	Iteration 61Q: 3 clusters Score -665232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -665231.437500 Penalty: 844.153259
	Iteration 62Q: 3 clusters Score -665231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -665232.562500 Penalty: 844.153259
	Iteration 63Q: 3 clusters Score -665232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -665232.562500 Penalty: 844.153259
	Iteration 64F: 3 clusters Score -665232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Entering Unmasked Estep 
Score: -5055952.500000 Penalty: 513.729431
	Iteration 0F: 2 clusters Score -5055952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5003431.500000 Penalty: 1027.458862
	Iteration 0F: 3 clusters Score -5003432 nChanged 38899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5025737.000000 Penalty: 1027.458862
	Iteration 1F: 3 clusters Score -5025737 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5026256.000000 Penalty: 1027.458862
	Iteration 2Q: 3 clusters Score -5026256 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5026967.500000 Penalty: 1027.458862
	Iteration 3Q: 3 clusters Score -5026968 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -5028123.000000 Penalty: 1027.458862
	Iteration 4Q: 3 clusters Score -5028123 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -5030277.500000 Penalty: 1027.458862
	Iteration 5F: 3 clusters Score -5030278 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -5034195.500000 Penalty: 1027.458862
	Iteration 6F: 3 clusters Score -5034196 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -5039823.000000 Penalty: 1027.458862
	Iteration 7F: 3 clusters Score -5039823 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -5046362.500000 Penalty: 1027.458862
	Iteration 8F: 3 clusters Score -5046362 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -5052148.000000 Penalty: 1027.458862
	Iteration 9F: 3 clusters Score -5052148 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -5054796.000000 Penalty: 1027.458862
	Iteration 10Q: 3 clusters Score -5054796 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -5055361.500000 Penalty: 1027.458862
	Iteration 11Q: 3 clusters Score -5055362 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -5055461.000000 Penalty: 1027.458862
	Iteration 12Q: 3 clusters Score -5055461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -5055491.000000 Penalty: 1027.458862
	Iteration 13Q: 3 clusters Score -5055491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -5055515.500000 Penalty: 1027.458862
	Iteration 14Q: 3 clusters Score -5055516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -5055537.500000 Penalty: 1027.458862
	Iteration 15Q: 3 clusters Score -5055538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -5055554.000000 Penalty: 1027.458862
	Iteration 16Q: 3 clusters Score -5055554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -5055561.500000 Penalty: 1027.458862
	Iteration 17Q: 3 clusters Score -5055562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -5055569.500000 Penalty: 1027.458862
	Iteration 18Q: 3 clusters Score -5055570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -5055575.500000 Penalty: 1027.458862
	Iteration 19Q: 3 clusters Score -5055576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -5055574.000000 Penalty: 1027.458862
	Iteration 20F: 3 clusters Score -5055574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -5055575.500000 Penalty: 1027.458862
	Iteration 21Q: 3 clusters Score -5055576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -5055579.500000 Penalty: 1027.458862
	Iteration 22Q: 3 clusters Score -5055580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -5055581.500000 Penalty: 1027.458862
	Iteration 23Q: 3 clusters Score -5055582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -5055584.500000 Penalty: 1027.458862
	Iteration 24Q: 3 clusters Score -5055584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -5055588.500000 Penalty: 1027.458862
	Iteration 25Q: 3 clusters Score -5055588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -5055591.500000 Penalty: 1027.458862
	Iteration 26Q: 3 clusters Score -5055592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -5055591.500000 Penalty: 1027.458862
	Iteration 27F: 3 clusters Score -5055592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1743.284668 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1743.285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1785.526733 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1785.527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -431715.656250 Penalty: 400.370880
	Iteration 0F: 2 clusters Score -431715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -427279.593750 Penalty: 800.741760
	Iteration 0F: 3 clusters Score -427279.6 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -429093.937500 Penalty: 800.741760
	Iteration 1F: 3 clusters Score -429093.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -429499.406250 Penalty: 800.741760
	Iteration 2F: 3 clusters Score -429499.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -430067.375000 Penalty: 800.741760
	Iteration 3F: 3 clusters Score -430067.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -430626.781250 Penalty: 800.741760
	Iteration 4F: 3 clusters Score -430626.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -430961.625000 Penalty: 800.741760
	Iteration 5F: 3 clusters Score -430961.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -431131.468750 Penalty: 800.741760
	Iteration 6Q: 3 clusters Score -431131.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -431225.875000 Penalty: 800.741760
	Iteration 7Q: 3 clusters Score -431225.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -431286.375000 Penalty: 800.741760
	Iteration 8Q: 3 clusters Score -431286.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -431337.031250 Penalty: 800.741760
	Iteration 9Q: 3 clusters Score -431337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -431362.531250 Penalty: 800.741760
	Iteration 10Q: 3 clusters Score -431362.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -431377.500000 Penalty: 800.741760
	Iteration 11Q: 3 clusters Score -431377.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -431387.781250 Penalty: 800.741760
	Iteration 12Q: 3 clusters Score -431387.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -431395.843750 Penalty: 800.741760
	Iteration 13Q: 3 clusters Score -431395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -431401.125000 Penalty: 800.741760
	Iteration 14Q: 3 clusters Score -431401.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -431408.093750 Penalty: 800.741760
	Iteration 15Q: 3 clusters Score -431408.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -431413.218750 Penalty: 800.741760
	Iteration 16Q: 3 clusters Score -431413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -431417.156250 Penalty: 800.741760
	Iteration 17Q: 3 clusters Score -431417.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -431422.093750 Penalty: 800.741760
	Iteration 18Q: 3 clusters Score -431422.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -431426.781250 Penalty: 800.741760
	Iteration 19Q: 3 clusters Score -431426.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -431431.718750 Penalty: 800.741760
	Iteration 20F: 3 clusters Score -431431.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -431436.437500 Penalty: 800.741760
	Iteration 21Q: 3 clusters Score -431436.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -431439.062500 Penalty: 800.741760
	Iteration 22Q: 3 clusters Score -431439.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -431440.281250 Penalty: 800.741760
	Iteration 23Q: 3 clusters Score -431440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -431443.468750 Penalty: 800.741760
	Iteration 24Q: 3 clusters Score -431443.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -431445.031250 Penalty: 800.741760
	Iteration 25Q: 3 clusters Score -431445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -431446.875000 Penalty: 800.741760
	Iteration 26Q: 3 clusters Score -431446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -431447.906250 Penalty: 800.741760
	Iteration 27Q: 3 clusters Score -431447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -431447.812500 Penalty: 800.741760
	Iteration 28Q: 3 clusters Score -431447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -431449.187500 Penalty: 800.741760
	Iteration 29Q: 3 clusters Score -431449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -431449.125000 Penalty: 800.741760
	Iteration 30Q: 3 clusters Score -431449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -431449.718750 Penalty: 800.741760
	Iteration 31Q: 3 clusters Score -431449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -431450.406250 Penalty: 800.741760
	Iteration 32Q: 3 clusters Score -431450.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -431452.000000 Penalty: 800.741760
	Iteration 33Q: 3 clusters Score -431452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -431454.656250 Penalty: 800.741760
	Iteration 34Q: 3 clusters Score -431454.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -431457.562500 Penalty: 800.741760
	Iteration 35Q: 3 clusters Score -431457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -431460.843750 Penalty: 800.741760
	Iteration 36Q: 3 clusters Score -431460.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -431462.812500 Penalty: 800.741760
	Iteration 37Q: 3 clusters Score -431462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -431463.718750 Penalty: 800.741760
	Iteration 38Q: 3 clusters Score -431463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -431464.343750 Penalty: 800.741760
	Iteration 39Q: 3 clusters Score -431464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -431464.312500 Penalty: 800.741760
	Iteration 40F: 3 clusters Score -431464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -431465.156250 Penalty: 800.741760
	Iteration 41Q: 3 clusters Score -431465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -431464.593750 Penalty: 800.741760
	Iteration 42Q: 3 clusters Score -431464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -431464.968750 Penalty: 800.741760
	Iteration 43Q: 3 clusters Score -431465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -431467.343750 Penalty: 800.741760
	Iteration 44Q: 3 clusters Score -431467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -431468.812500 Penalty: 800.741760
	Iteration 45Q: 3 clusters Score -431468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -431469.218750 Penalty: 800.741760
	Iteration 46Q: 3 clusters Score -431469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -431468.843750 Penalty: 800.741760
	Iteration 47Q: 3 clusters Score -431468.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -431469.218750 Penalty: 800.741760
	Iteration 48Q: 3 clusters Score -431469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -431471.218750 Penalty: 800.741760
	Iteration 49Q: 3 clusters Score -431471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -431472.125000 Penalty: 800.741760
	Iteration 50Q: 3 clusters Score -431472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -431472.125000 Penalty: 800.741760
	Iteration 51Q: 3 clusters Score -431472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -431472.000000 Penalty: 800.741760
	Iteration 52Q: 3 clusters Score -431472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -431472.625000 Penalty: 800.741760
	Iteration 53Q: 3 clusters Score -431472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -431472.593750 Penalty: 800.741760
	Iteration 54Q: 3 clusters Score -431472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -431472.812500 Penalty: 800.741760
	Iteration 55Q: 3 clusters Score -431472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -431474.156250 Penalty: 800.741760
	Iteration 56Q: 3 clusters Score -431474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -431475.468750 Penalty: 800.741760
	Iteration 57Q: 3 clusters Score -431475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -431475.406250 Penalty: 800.741760
	Iteration 58Q: 3 clusters Score -431475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -431476.218750 Penalty: 800.741760
	Iteration 59Q: 3 clusters Score -431476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -431477.312500 Penalty: 800.741760
	Iteration 60F: 3 clusters Score -431477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -431477.093750 Penalty: 800.741760
	Iteration 61Q: 3 clusters Score -431477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -431476.500000 Penalty: 800.741760
	Iteration 62Q: 3 clusters Score -431476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -431476.781250 Penalty: 800.741760
	Iteration 63Q: 3 clusters Score -431476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -431477.593750 Penalty: 800.741760
	Iteration 64Q: 3 clusters Score -431477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -431477.406250 Penalty: 800.741760
	Iteration 65Q: 3 clusters Score -431477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -431477.437500 Penalty: 800.741760
	Iteration 66Q: 3 clusters Score -431477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -431477.593750 Penalty: 800.741760
	Iteration 67Q: 3 clusters Score -431477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -431478.000000 Penalty: 800.741760
	Iteration 68Q: 3 clusters Score -431478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -431478.156250 Penalty: 800.741760
	Iteration 69Q: 3 clusters Score -431478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -431478.156250 Penalty: 800.741760
	Iteration 70F: 3 clusters Score -431478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -480662.031250 Penalty: 405.804688
	Iteration 0F: 2 clusters Score -480662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -475670.312500 Penalty: 811.609375
	Iteration 0F: 3 clusters Score -475670.3 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -477566.000000 Penalty: 811.609375
	Iteration 1F: 3 clusters Score -477566 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -477667.625000 Penalty: 811.609375
	Iteration 2Q: 3 clusters Score -477667.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -477751.812500 Penalty: 811.609375
	Iteration 3Q: 3 clusters Score -477751.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -477808.375000 Penalty: 811.609375
	Iteration 4Q: 3 clusters Score -477808.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -477861.000000 Penalty: 811.609375
	Iteration 5Q: 3 clusters Score -477861 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -477914.625000 Penalty: 811.609375
	Iteration 6Q: 3 clusters Score -477914.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -477983.125000 Penalty: 811.609375
	Iteration 7Q: 3 clusters Score -477983.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -478087.531250 Penalty: 811.609375
	Iteration 8Q: 3 clusters Score -478087.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -478240.093750 Penalty: 811.609375
	Iteration 9Q: 3 clusters Score -478240.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -478438.625000 Penalty: 811.609375
	Iteration 10Q: 3 clusters Score -478438.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -478679.000000 Penalty: 811.609375
	Iteration 11Q: 3 clusters Score -478679 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -478979.156250 Penalty: 811.609375
	Iteration 12Q: 3 clusters Score -478979.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -479224.406250 Penalty: 811.609375
	Iteration 13F: 3 clusters Score -479224.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -479384.187500 Penalty: 811.609375
	Iteration 14Q: 3 clusters Score -479384.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -479481.968750 Penalty: 811.609375
	Iteration 15Q: 3 clusters Score -479482 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -479576.093750 Penalty: 811.609375
	Iteration 16Q: 3 clusters Score -479576.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -479665.593750 Penalty: 811.609375
	Iteration 17Q: 3 clusters Score -479665.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -479751.687500 Penalty: 811.609375
	Iteration 18Q: 3 clusters Score -479751.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -479833.843750 Penalty: 811.609375
	Iteration 19Q: 3 clusters Score -479833.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -479907.406250 Penalty: 811.609375
	Iteration 20F: 3 clusters Score -479907.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -479973.093750 Penalty: 811.609375
	Iteration 21Q: 3 clusters Score -479973.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -480038.843750 Penalty: 811.609375
	Iteration 22Q: 3 clusters Score -480038.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -480094.062500 Penalty: 811.609375
	Iteration 23Q: 3 clusters Score -480094.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -480124.562500 Penalty: 811.609375
	Iteration 24Q: 3 clusters Score -480124.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -480146.500000 Penalty: 811.609375
	Iteration 25Q: 3 clusters Score -480146.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -480161.593750 Penalty: 811.609375
	Iteration 26Q: 3 clusters Score -480161.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -480171.312500 Penalty: 811.609375
	Iteration 27Q: 3 clusters Score -480171.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -480176.656250 Penalty: 811.609375
	Iteration 28Q: 3 clusters Score -480176.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -480178.875000 Penalty: 811.609375
	Iteration 29Q: 3 clusters Score -480178.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -480179.531250 Penalty: 811.609375
	Iteration 30Q: 3 clusters Score -480179.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -480182.375000 Penalty: 811.609375
	Iteration 31Q: 3 clusters Score -480182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -480182.375000 Penalty: 811.609375
	Iteration 32Q: 3 clusters Score -480182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -480182.812500 Penalty: 811.609375
	Iteration 33Q: 3 clusters Score -480182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -480182.687500 Penalty: 811.609375
	Iteration 34Q: 3 clusters Score -480182.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -480183.093750 Penalty: 811.609375
	Iteration 35Q: 3 clusters Score -480183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -480183.875000 Penalty: 811.609375
	Iteration 36Q: 3 clusters Score -480183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -480183.593750 Penalty: 811.609375
	Iteration 37Q: 3 clusters Score -480183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -480183.062500 Penalty: 811.609375
	Iteration 38Q: 3 clusters Score -480183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -480183.718750 Penalty: 811.609375
	Iteration 39Q: 3 clusters Score -480183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -480183.718750 Penalty: 811.609375
	Iteration 40F: 3 clusters Score -480183.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -179454.296875 Penalty: 366.596252
	Iteration 0F: 2 clusters Score -179454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -177225.156250 Penalty: 733.192505
	Iteration 0F: 3 clusters Score -177225.2 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -178105.656250 Penalty: 733.192505
	Iteration 1F: 3 clusters Score -178105.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -178276.843750 Penalty: 733.192505
	Iteration 2F: 3 clusters Score -178276.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -178425.812500 Penalty: 733.192505
	Iteration 3F: 3 clusters Score -178425.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -178558.734375 Penalty: 733.192505
	Iteration 4F: 3 clusters Score -178558.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -178693.265625 Penalty: 733.192505
	Iteration 5F: 3 clusters Score -178693.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -178808.812500 Penalty: 733.192505
	Iteration 6Q: 3 clusters Score -178808.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -178905.140625 Penalty: 733.192505
	Iteration 7Q: 3 clusters Score -178905.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -178952.093750 Penalty: 733.192505
	Iteration 8Q: 3 clusters Score -178952.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -179000.609375 Penalty: 733.192505
	Iteration 9Q: 3 clusters Score -179000.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -179057.718750 Penalty: 733.192505
	Iteration 10Q: 3 clusters Score -179057.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -179087.031250 Penalty: 733.192505
	Iteration 11Q: 3 clusters Score -179087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -179107.890625 Penalty: 733.192505
	Iteration 12Q: 3 clusters Score -179107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -179118.078125 Penalty: 733.192505
	Iteration 13Q: 3 clusters Score -179118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -179124.578125 Penalty: 733.192505
	Iteration 14Q: 3 clusters Score -179124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -179126.906250 Penalty: 733.192505
	Iteration 15Q: 3 clusters Score -179126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -179128.390625 Penalty: 733.192505
	Iteration 16Q: 3 clusters Score -179128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -179130.390625 Penalty: 733.192505
	Iteration 17Q: 3 clusters Score -179130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -179131.000000 Penalty: 733.192505
	Iteration 18Q: 3 clusters Score -179131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -179131.000000 Penalty: 733.192505
	Iteration 19F: 3 clusters Score -179131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -36520.046875 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -36520.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35967.437500 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -35967.44 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36086.722656 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -36086.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36116.886719 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -36116.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36140.304688 Penalty: 584.219543
	Iteration 3Q: 3 clusters Score -36140.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36161.812500 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -36161.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36191.746094 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -36191.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36209.050781 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -36209.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36219.007812 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -36219.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36225.210938 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -36225.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36230.308594 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -36230.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36236.488281 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -36236.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36244.976562 Penalty: 584.219543
	Iteration 11Q: 3 clusters Score -36244.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36249.480469 Penalty: 584.219543
	Iteration 12Q: 3 clusters Score -36249.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36255.332031 Penalty: 584.219543
	Iteration 13Q: 3 clusters Score -36255.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36259.300781 Penalty: 584.219543
	Iteration 14Q: 3 clusters Score -36259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36260.468750 Penalty: 584.219543
	Iteration 15Q: 3 clusters Score -36260.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36261.246094 Penalty: 584.219543
	Iteration 16Q: 3 clusters Score -36261.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36262.218750 Penalty: 584.219543
	Iteration 17Q: 3 clusters Score -36262.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36263.632812 Penalty: 584.219543
	Iteration 18Q: 3 clusters Score -36263.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36264.023438 Penalty: 584.219543
	Iteration 19Q: 3 clusters Score -36264.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36264.457031 Penalty: 584.219543
	Iteration 20F: 3 clusters Score -36264.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4549.959473 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4549.959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4643.330566 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4643.331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4680.319824 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4680.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4690.273926 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4690.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4697.840332 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4697.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4697.840332 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -4697.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Entering Unmasked Estep 
Score: -4874217.000000 Penalty: 512.434998
	Iteration 0F: 2 clusters Score -4874217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -4823506.000000 Penalty: 1024.869995
	Iteration 0F: 3 clusters Score -4823506 nChanged 37966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -4845654.000000 Penalty: 1024.869995
	Iteration 1F: 3 clusters Score -4845654 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -4846352.000000 Penalty: 1024.869995
	Iteration 2Q: 3 clusters Score -4846352 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -4847445.500000 Penalty: 1024.869995
	Iteration 3Q: 3 clusters Score -4847446 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -4849418.000000 Penalty: 1024.869995
	Iteration 4Q: 3 clusters Score -4849418 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -4852884.500000 Penalty: 1024.869995
	Iteration 5F: 3 clusters Score -4852884 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -4858048.000000 Penalty: 1024.869995
	Iteration 6F: 3 clusters Score -4858048 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -4863532.000000 Penalty: 1024.869995
	Iteration 7F: 3 clusters Score -4863532 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -4867614.500000 Penalty: 1024.869995
	Iteration 8F: 3 clusters Score -4867614 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -4869742.000000 Penalty: 1024.869995
	Iteration 9Q: 3 clusters Score -4869742 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -4870796.500000 Penalty: 1024.869995
	Iteration 10Q: 3 clusters Score -4870796 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -4871421.500000 Penalty: 1024.869995
	Iteration 11Q: 3 clusters Score -4871422 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -4871991.000000 Penalty: 1024.869995
	Iteration 12Q: 3 clusters Score -4871991 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -4872527.500000 Penalty: 1024.869995
	Iteration 13Q: 3 clusters Score -4872528 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -4873004.500000 Penalty: 1024.869995
	Iteration 14Q: 3 clusters Score -4873004 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -4873419.000000 Penalty: 1024.869995
	Iteration 15Q: 3 clusters Score -4873419 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -4873713.500000 Penalty: 1024.869995
	Iteration 16Q: 3 clusters Score -4873714 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -4873901.500000 Penalty: 1024.869995
	Iteration 17Q: 3 clusters Score -4873902 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -4874057.500000 Penalty: 1024.869995
	Iteration 18Q: 3 clusters Score -4874058 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -4874106.500000 Penalty: 1024.869995
	Iteration 19Q: 3 clusters Score -4874106 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -4874094.500000 Penalty: 1024.869995
	Iteration 20F: 3 clusters Score -4874094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -4874084.000000 Penalty: 1024.869995
	Iteration 21Q: 3 clusters Score -4874084 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -4874070.500000 Penalty: 1024.869995
	Iteration 22Q: 3 clusters Score -4874070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -4874073.500000 Penalty: 1024.869995
	Iteration 23Q: 3 clusters Score -4874074 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -4874046.000000 Penalty: 1024.869995
	Iteration 24Q: 3 clusters Score -4874046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -4874063.000000 Penalty: 1024.869995
	Iteration 25Q: 3 clusters Score -4874063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -4874066.500000 Penalty: 1024.869995
	Iteration 26Q: 3 clusters Score -4874066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -4874067.000000 Penalty: 1024.869995
	Iteration 27Q: 3 clusters Score -4874067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -4874054.500000 Penalty: 1024.869995
	Iteration 28Q: 3 clusters Score -4874054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -4874054.000000 Penalty: 1024.869995
	Iteration 29Q: 3 clusters Score -4874054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -4874047.500000 Penalty: 1024.869995
	Iteration 30Q: 3 clusters Score -4874048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -4874030.500000 Penalty: 1024.869995
	Iteration 31Q: 3 clusters Score -4874030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -4874027.000000 Penalty: 1024.869995
	Iteration 32Q: 3 clusters Score -4874027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -4874021.000000 Penalty: 1024.869995
	Iteration 33Q: 3 clusters Score -4874021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -4874028.500000 Penalty: 1024.869995
	Iteration 34Q: 3 clusters Score -4874028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -4874033.000000 Penalty: 1024.869995
	Iteration 35Q: 3 clusters Score -4874033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -4874033.000000 Penalty: 1024.869995
	Iteration 36Q: 3 clusters Score -4874033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -4874033.500000 Penalty: 1024.869995
	Iteration 37Q: 3 clusters Score -4874034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -4874027.500000 Penalty: 1024.869995
	Iteration 38Q: 3 clusters Score -4874028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -4874025.000000 Penalty: 1024.869995
	Iteration 39Q: 3 clusters Score -4874025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -4874032.500000 Penalty: 1024.869995
	Iteration 40F: 3 clusters Score -4874032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -4874035.500000 Penalty: 1024.869995
	Iteration 41Q: 3 clusters Score -4874036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -4874041.000000 Penalty: 1024.869995
	Iteration 42Q: 3 clusters Score -4874041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -4874041.500000 Penalty: 1024.869995
	Iteration 43Q: 3 clusters Score -4874042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -4874046.500000 Penalty: 1024.869995
	Iteration 44Q: 3 clusters Score -4874046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -4874042.500000 Penalty: 1024.869995
	Iteration 45Q: 3 clusters Score -4874042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -4874042.500000 Penalty: 1024.869995
	Iteration 46Q: 3 clusters Score -4874042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -4874045.500000 Penalty: 1024.869995
	Iteration 47Q: 3 clusters Score -4874046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -4874049.000000 Penalty: 1024.869995
	Iteration 48Q: 3 clusters Score -4874049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -4874048.500000 Penalty: 1024.869995
	Iteration 49Q: 3 clusters Score -4874048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -4874048.500000 Penalty: 1024.869995
	Iteration 50F: 3 clusters Score -4874048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -458646.062500 Penalty: 404.576294
	Iteration 0F: 2 clusters Score -458646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -453794.593750 Penalty: 809.152588
	Iteration 0F: 3 clusters Score -453794.6 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -455647.156250 Penalty: 809.152588
	Iteration 1F: 3 clusters Score -455647.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -455895.187500 Penalty: 809.152588
	Iteration 2F: 3 clusters Score -455895.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -456205.312500 Penalty: 809.152588
	Iteration 3F: 3 clusters Score -456205.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -456573.968750 Penalty: 809.152588
	Iteration 4F: 3 clusters Score -456574 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -456932.750000 Penalty: 809.152588
	Iteration 5F: 3 clusters Score -456932.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -457203.687500 Penalty: 809.152588
	Iteration 6Q: 3 clusters Score -457203.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -457366.718750 Penalty: 809.152588
	Iteration 7Q: 3 clusters Score -457366.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -457450.125000 Penalty: 809.152588
	Iteration 8Q: 3 clusters Score -457450.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -457505.031250 Penalty: 809.152588
	Iteration 9Q: 3 clusters Score -457505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457558.593750 Penalty: 809.152588
	Iteration 10Q: 3 clusters Score -457558.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -457622.406250 Penalty: 809.152588
	Iteration 11Q: 3 clusters Score -457622.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -457684.687500 Penalty: 809.152588
	Iteration 12Q: 3 clusters Score -457684.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -457743.843750 Penalty: 809.152588
	Iteration 13Q: 3 clusters Score -457743.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -457803.812500 Penalty: 809.152588
	Iteration 14Q: 3 clusters Score -457803.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -457890.156250 Penalty: 809.152588
	Iteration 15Q: 3 clusters Score -457890.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -457963.000000 Penalty: 809.152588
	Iteration 16Q: 3 clusters Score -457963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -458003.562500 Penalty: 809.152588
	Iteration 17Q: 3 clusters Score -458003.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -458042.531250 Penalty: 809.152588
	Iteration 18Q: 3 clusters Score -458042.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -458077.625000 Penalty: 809.152588
	Iteration 19Q: 3 clusters Score -458077.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -458102.875000 Penalty: 809.152588
	Iteration 20F: 3 clusters Score -458102.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -458123.062500 Penalty: 809.152588
	Iteration 21Q: 3 clusters Score -458123.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -458138.156250 Penalty: 809.152588
	Iteration 22Q: 3 clusters Score -458138.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -458149.562500 Penalty: 809.152588
	Iteration 23Q: 3 clusters Score -458149.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -458158.968750 Penalty: 809.152588
	Iteration 24Q: 3 clusters Score -458159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -458167.687500 Penalty: 809.152588
	Iteration 25Q: 3 clusters Score -458167.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -458176.250000 Penalty: 809.152588
	Iteration 26Q: 3 clusters Score -458176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -458183.312500 Penalty: 809.152588
	Iteration 27Q: 3 clusters Score -458183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -458189.687500 Penalty: 809.152588
	Iteration 28Q: 3 clusters Score -458189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -458192.843750 Penalty: 809.152588
	Iteration 29Q: 3 clusters Score -458192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -458200.343750 Penalty: 809.152588
	Iteration 30Q: 3 clusters Score -458200.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -458202.593750 Penalty: 809.152588
	Iteration 31Q: 3 clusters Score -458202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -458207.250000 Penalty: 809.152588
	Iteration 32Q: 3 clusters Score -458207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -458211.656250 Penalty: 809.152588
	Iteration 33Q: 3 clusters Score -458211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -458213.656250 Penalty: 809.152588
	Iteration 34Q: 3 clusters Score -458213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -458217.812500 Penalty: 809.152588
	Iteration 35Q: 3 clusters Score -458217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -458222.218750 Penalty: 809.152588
	Iteration 36Q: 3 clusters Score -458222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -458230.437500 Penalty: 809.152588
	Iteration 37Q: 3 clusters Score -458230.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -458238.375000 Penalty: 809.152588
	Iteration 38Q: 3 clusters Score -458238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -458243.156250 Penalty: 809.152588
	Iteration 39Q: 3 clusters Score -458243.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -458246.375000 Penalty: 809.152588
	Iteration 40F: 3 clusters Score -458246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -458249.218750 Penalty: 809.152588
	Iteration 41Q: 3 clusters Score -458249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -458251.843750 Penalty: 809.152588
	Iteration 42Q: 3 clusters Score -458251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -458255.031250 Penalty: 809.152588
	Iteration 43Q: 3 clusters Score -458255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -458257.125000 Penalty: 809.152588
	Iteration 44Q: 3 clusters Score -458257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -458260.218750 Penalty: 809.152588
	Iteration 45Q: 3 clusters Score -458260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -458261.093750 Penalty: 809.152588
	Iteration 46Q: 3 clusters Score -458261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -458261.343750 Penalty: 809.152588
	Iteration 47Q: 3 clusters Score -458261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -458262.750000 Penalty: 809.152588
	Iteration 48Q: 3 clusters Score -458262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -458262.906250 Penalty: 809.152588
	Iteration 49Q: 3 clusters Score -458262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -458263.156250 Penalty: 809.152588
	Iteration 50Q: 3 clusters Score -458263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -458263.343750 Penalty: 809.152588
	Iteration 51Q: 3 clusters Score -458263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -458263.781250 Penalty: 809.152588
	Iteration 52Q: 3 clusters Score -458263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -458265.343750 Penalty: 809.152588
	Iteration 53Q: 3 clusters Score -458265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -458268.312500 Penalty: 809.152588
	Iteration 54Q: 3 clusters Score -458268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -458270.218750 Penalty: 809.152588
	Iteration 55Q: 3 clusters Score -458270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -458273.468750 Penalty: 809.152588
	Iteration 56Q: 3 clusters Score -458273.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -458277.000000 Penalty: 809.152588
	Iteration 57Q: 3 clusters Score -458277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -458281.593750 Penalty: 809.152588
	Iteration 58Q: 3 clusters Score -458281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -458284.375000 Penalty: 809.152588
	Iteration 59Q: 3 clusters Score -458284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -458286.343750 Penalty: 809.152588
	Iteration 60F: 3 clusters Score -458286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -458286.687500 Penalty: 809.152588
	Iteration 61Q: 3 clusters Score -458286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -458287.937500 Penalty: 809.152588
	Iteration 62Q: 3 clusters Score -458287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -458289.250000 Penalty: 809.152588
	Iteration 63Q: 3 clusters Score -458289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -458291.093750 Penalty: 809.152588
	Iteration 64Q: 3 clusters Score -458291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -458293.468750 Penalty: 809.152588
	Iteration 65Q: 3 clusters Score -458293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -458295.250000 Penalty: 809.152588
	Iteration 66Q: 3 clusters Score -458295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -458297.968750 Penalty: 809.152588
	Iteration 67Q: 3 clusters Score -458298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -458299.531250 Penalty: 809.152588
	Iteration 68Q: 3 clusters Score -458299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -458301.781250 Penalty: 809.152588
	Iteration 69Q: 3 clusters Score -458301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -458303.281250 Penalty: 809.152588
	Iteration 70Q: 3 clusters Score -458303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -458306.656250 Penalty: 809.152588
	Iteration 71Q: 3 clusters Score -458306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -458307.468750 Penalty: 809.152588
	Iteration 72Q: 3 clusters Score -458307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -458308.250000 Penalty: 809.152588
	Iteration 73Q: 3 clusters Score -458308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -458308.250000 Penalty: 809.152588
	Iteration 74F: 3 clusters Score -458308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -62639.878906 Penalty: 319.133148
	Iteration 0F: 2 clusters Score -62639.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61782.578125 Penalty: 638.266296
	Iteration 0F: 3 clusters Score -61782.58 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -62081.730469 Penalty: 638.266296
	Iteration 1F: 3 clusters Score -62081.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -62165.097656 Penalty: 638.266296
	Iteration 2F: 3 clusters Score -62165.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -62242.300781 Penalty: 638.266296
	Iteration 3F: 3 clusters Score -62242.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62295.390625 Penalty: 638.266296
	Iteration 4F: 3 clusters Score -62295.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62331.695312 Penalty: 638.266296
	Iteration 5Q: 3 clusters Score -62331.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62362.492188 Penalty: 638.266296
	Iteration 6Q: 3 clusters Score -62362.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62389.476562 Penalty: 638.266296
	Iteration 7Q: 3 clusters Score -62389.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62415.015625 Penalty: 638.266296
	Iteration 8Q: 3 clusters Score -62415.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62425.281250 Penalty: 638.266296
	Iteration 9Q: 3 clusters Score -62425.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62431.144531 Penalty: 638.266296
	Iteration 10Q: 3 clusters Score -62431.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62439.207031 Penalty: 638.266296
	Iteration 11Q: 3 clusters Score -62439.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62445.800781 Penalty: 638.266296
	Iteration 12Q: 3 clusters Score -62445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62451.464844 Penalty: 638.266296
	Iteration 13Q: 3 clusters Score -62451.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62456.609375 Penalty: 638.266296
	Iteration 14Q: 3 clusters Score -62456.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62469.058594 Penalty: 638.266296
	Iteration 15Q: 3 clusters Score -62469.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62479.082031 Penalty: 638.266296
	Iteration 16Q: 3 clusters Score -62479.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62492.230469 Penalty: 638.266296
	Iteration 17Q: 3 clusters Score -62492.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62509.339844 Penalty: 638.266296
	Iteration 18Q: 3 clusters Score -62509.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62525.914062 Penalty: 638.266296
	Iteration 19Q: 3 clusters Score -62525.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62546.535156 Penalty: 638.266296
	Iteration 20F: 3 clusters Score -62546.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62560.621094 Penalty: 638.266296
	Iteration 21Q: 3 clusters Score -62560.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62564.296875 Penalty: 638.266296
	Iteration 22Q: 3 clusters Score -62564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62565.765625 Penalty: 638.266296
	Iteration 23Q: 3 clusters Score -62565.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62567.132812 Penalty: 638.266296
	Iteration 24Q: 3 clusters Score -62567.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62568.457031 Penalty: 638.266296
	Iteration 25Q: 3 clusters Score -62568.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62571.761719 Penalty: 638.266296
	Iteration 26Q: 3 clusters Score -62571.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62573.351562 Penalty: 638.266296
	Iteration 27Q: 3 clusters Score -62573.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62574.550781 Penalty: 638.266296
	Iteration 28Q: 3 clusters Score -62574.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62575.347656 Penalty: 638.266296
	Iteration 29Q: 3 clusters Score -62575.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62575.683594 Penalty: 638.266296
	Iteration 30Q: 3 clusters Score -62575.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62575.925781 Penalty: 638.266296
	Iteration 31Q: 3 clusters Score -62575.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62575.925781 Penalty: 638.266296
	Iteration 32F: 3 clusters Score -62575.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -411612.156250 Penalty: 397.069672
	Iteration 0F: 2 clusters Score -411612.2 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 3040 members 
Entering Unmasked Estep 
Score: -407427.781250 Penalty: 794.139343
	Iteration 0F: 3 clusters Score -407427.8 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -409020.187500 Penalty: 794.139343
	Iteration 1F: 3 clusters Score -409020.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -409202.406250 Penalty: 794.139343
	Iteration 2F: 3 clusters Score -409202.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -409394.250000 Penalty: 794.139343
	Iteration 3F: 3 clusters Score -409394.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -409663.250000 Penalty: 794.139343
	Iteration 4F: 3 clusters Score -409663.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -410008.312500 Penalty: 794.139343
	Iteration 5F: 3 clusters Score -410008.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -410349.250000 Penalty: 794.139343
	Iteration 6F: 3 clusters Score -410349.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -410672.625000 Penalty: 794.139343
	Iteration 7F: 3 clusters Score -410672.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -410918.281250 Penalty: 794.139343
	Iteration 8Q: 3 clusters Score -410918.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -411079.375000 Penalty: 794.139343
	Iteration 9Q: 3 clusters Score -411079.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -411156.750000 Penalty: 794.139343
	Iteration 10Q: 3 clusters Score -411156.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -411189.937500 Penalty: 794.139343
	Iteration 11Q: 3 clusters Score -411189.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -411204.687500 Penalty: 794.139343
	Iteration 12Q: 3 clusters Score -411204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -411217.187500 Penalty: 794.139343
	Iteration 13Q: 3 clusters Score -411217.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -411233.156250 Penalty: 794.139343
	Iteration 14Q: 3 clusters Score -411233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -411244.062500 Penalty: 794.139343
	Iteration 15Q: 3 clusters Score -411244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -411252.187500 Penalty: 794.139343
	Iteration 16Q: 3 clusters Score -411252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -411260.906250 Penalty: 794.139343
	Iteration 17Q: 3 clusters Score -411260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -411265.718750 Penalty: 794.139343
	Iteration 18Q: 3 clusters Score -411265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -411267.343750 Penalty: 794.139343
	Iteration 19Q: 3 clusters Score -411267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -411269.781250 Penalty: 794.139343
	Iteration 20F: 3 clusters Score -411269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -411273.062500 Penalty: 794.139343
	Iteration 21Q: 3 clusters Score -411273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -411275.125000 Penalty: 794.139343
	Iteration 22Q: 3 clusters Score -411275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -411276.187500 Penalty: 794.139343
	Iteration 23Q: 3 clusters Score -411276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -411277.500000 Penalty: 794.139343
	Iteration 24Q: 3 clusters Score -411277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -411279.125000 Penalty: 794.139343
	Iteration 25Q: 3 clusters Score -411279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -411281.000000 Penalty: 794.139343
	Iteration 26Q: 3 clusters Score -411281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -411282.187500 Penalty: 794.139343
	Iteration 27Q: 3 clusters Score -411282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -411285.093750 Penalty: 794.139343
	Iteration 28Q: 3 clusters Score -411285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -411286.000000 Penalty: 794.139343
	Iteration 29Q: 3 clusters Score -411286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -411287.250000 Penalty: 794.139343
	Iteration 30Q: 3 clusters Score -411287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -411287.250000 Penalty: 794.139343
	Iteration 31F: 3 clusters Score -411287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Entering Unmasked Estep 
Score: -2915126.750000 Penalty: 486.591949
	Iteration 0F: 2 clusters Score -2915127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2886361.250000 Penalty: 973.183899
	Iteration 0F: 3 clusters Score -2886361 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2898106.500000 Penalty: 973.183899
	Iteration 1F: 3 clusters Score -2898106 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2898417.250000 Penalty: 973.183899
	Iteration 2Q: 3 clusters Score -2898417 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2898874.500000 Penalty: 973.183899
	Iteration 3Q: 3 clusters Score -2898874 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2899803.750000 Penalty: 973.183899
	Iteration 4Q: 3 clusters Score -2899804 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2901409.500000 Penalty: 973.183899
	Iteration 5F: 3 clusters Score -2901410 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2904207.250000 Penalty: 973.183899
	Iteration 6F: 3 clusters Score -2904207 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2907773.000000 Penalty: 973.183899
	Iteration 7F: 3 clusters Score -2907773 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2910487.500000 Penalty: 973.183899
	Iteration 8F: 3 clusters Score -2910488 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2911814.500000 Penalty: 973.183899
	Iteration 9Q: 3 clusters Score -2911814 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2912663.750000 Penalty: 973.183899
	Iteration 10Q: 3 clusters Score -2912664 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2913413.000000 Penalty: 973.183899
	Iteration 11Q: 3 clusters Score -2913413 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2913977.500000 Penalty: 973.183899
	Iteration 12Q: 3 clusters Score -2913978 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2914286.000000 Penalty: 973.183899
	Iteration 13Q: 3 clusters Score -2914286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2914420.750000 Penalty: 973.183899
	Iteration 14Q: 3 clusters Score -2914421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2914498.000000 Penalty: 973.183899
	Iteration 15Q: 3 clusters Score -2914498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2914547.000000 Penalty: 973.183899
	Iteration 16Q: 3 clusters Score -2914547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2914589.500000 Penalty: 973.183899
	Iteration 17Q: 3 clusters Score -2914590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2914600.000000 Penalty: 973.183899
	Iteration 18Q: 3 clusters Score -2914600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2914606.750000 Penalty: 973.183899
	Iteration 19Q: 3 clusters Score -2914607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2914622.250000 Penalty: 973.183899
	Iteration 20F: 3 clusters Score -2914622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2914634.750000 Penalty: 973.183899
	Iteration 21Q: 3 clusters Score -2914635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2914642.000000 Penalty: 973.183899
	Iteration 22Q: 3 clusters Score -2914642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2914653.250000 Penalty: 973.183899
	Iteration 23Q: 3 clusters Score -2914653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2914669.000000 Penalty: 973.183899
	Iteration 24Q: 3 clusters Score -2914669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2914685.000000 Penalty: 973.183899
	Iteration 25Q: 3 clusters Score -2914685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2914693.000000 Penalty: 973.183899
	Iteration 26Q: 3 clusters Score -2914693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2914694.250000 Penalty: 973.183899
	Iteration 27Q: 3 clusters Score -2914694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2914697.500000 Penalty: 973.183899
	Iteration 28Q: 3 clusters Score -2914698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2914697.250000 Penalty: 973.183899
	Iteration 29Q: 3 clusters Score -2914697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2914704.750000 Penalty: 973.183899
	Iteration 30Q: 3 clusters Score -2914705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2914704.750000 Penalty: 973.183899
	Iteration 31Q: 3 clusters Score -2914705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2914707.250000 Penalty: 973.183899
	Iteration 32Q: 3 clusters Score -2914707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2914706.750000 Penalty: 973.183899
	Iteration 33Q: 3 clusters Score -2914707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2914706.750000 Penalty: 973.183899
	Iteration 34F: 3 clusters Score -2914707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Entering Unmasked Estep 
Score: -5070003.000000 Penalty: 513.460999
	Iteration 0F: 2 clusters Score -5070003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5019542.500000 Penalty: 1026.921997
	Iteration 0F: 3 clusters Score -5019542 nChanged 38731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5042419.000000 Penalty: 1026.921997
	Iteration 1F: 3 clusters Score -5042419 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5043306.500000 Penalty: 1026.921997
	Iteration 2Q: 3 clusters Score -5043306 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -5044842.500000 Penalty: 1026.921997
	Iteration 3Q: 3 clusters Score -5044842 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -5047464.500000 Penalty: 1026.921997
	Iteration 4F: 3 clusters Score -5047464 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -5051273.000000 Penalty: 1026.921997
	Iteration 5F: 3 clusters Score -5051273 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -5055840.000000 Penalty: 1026.921997
	Iteration 6F: 3 clusters Score -5055840 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -5060714.000000 Penalty: 1026.921997
	Iteration 7F: 3 clusters Score -5060714 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -5064431.000000 Penalty: 1026.921997
	Iteration 8F: 3 clusters Score -5064431 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -5067494.500000 Penalty: 1026.921997
	Iteration 9Q: 3 clusters Score -5067494 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -5068991.500000 Penalty: 1026.921997
	Iteration 10Q: 3 clusters Score -5068992 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -5069551.500000 Penalty: 1026.921997
	Iteration 11Q: 3 clusters Score -5069552 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -5069698.500000 Penalty: 1026.921997
	Iteration 12Q: 3 clusters Score -5069698 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -5069676.500000 Penalty: 1026.921997
	Iteration 13Q: 3 clusters Score -5069676 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -5069696.500000 Penalty: 1026.921997
	Iteration 14Q: 3 clusters Score -5069696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -5069682.000000 Penalty: 1026.921997
	Iteration 15Q: 3 clusters Score -5069682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -5069680.000000 Penalty: 1026.921997
	Iteration 16Q: 3 clusters Score -5069680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -5069684.000000 Penalty: 1026.921997
	Iteration 17Q: 3 clusters Score -5069684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -5069687.500000 Penalty: 1026.921997
	Iteration 18Q: 3 clusters Score -5069688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -5069680.500000 Penalty: 1026.921997
	Iteration 19Q: 3 clusters Score -5069680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -5069679.500000 Penalty: 1026.921997
	Iteration 20F: 3 clusters Score -5069680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -5069671.500000 Penalty: 1026.921997
	Iteration 21Q: 3 clusters Score -5069672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -5069666.500000 Penalty: 1026.921997
	Iteration 22Q: 3 clusters Score -5069666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -5069667.500000 Penalty: 1026.921997
	Iteration 23Q: 3 clusters Score -5069668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -5069675.000000 Penalty: 1026.921997
	Iteration 24Q: 3 clusters Score -5069675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -5069674.500000 Penalty: 1026.921997
	Iteration 25Q: 3 clusters Score -5069674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -5069674.000000 Penalty: 1026.921997
	Iteration 26Q: 3 clusters Score -5069674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -5069676.500000 Penalty: 1026.921997
	Iteration 27Q: 3 clusters Score -5069676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -5069671.500000 Penalty: 1026.921997
	Iteration 28Q: 3 clusters Score -5069672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -5069677.000000 Penalty: 1026.921997
	Iteration 29Q: 3 clusters Score -5069677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -5069678.500000 Penalty: 1026.921997
	Iteration 30Q: 3 clusters Score -5069678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -5069678.000000 Penalty: 1026.921997
	Iteration 31Q: 3 clusters Score -5069678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -5069683.500000 Penalty: 1026.921997
	Iteration 32Q: 3 clusters Score -5069684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -5069685.500000 Penalty: 1026.921997
	Iteration 33Q: 3 clusters Score -5069686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -5069697.000000 Penalty: 1026.921997
	Iteration 34Q: 3 clusters Score -5069697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -5069693.000000 Penalty: 1026.921997
	Iteration 35Q: 3 clusters Score -5069693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -5069695.000000 Penalty: 1026.921997
	Iteration 36Q: 3 clusters Score -5069695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -5069697.000000 Penalty: 1026.921997
	Iteration 37Q: 3 clusters Score -5069697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -5069702.000000 Penalty: 1026.921997
	Iteration 38Q: 3 clusters Score -5069702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -5069703.500000 Penalty: 1026.921997
	Iteration 39Q: 3 clusters Score -5069704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -5069701.500000 Penalty: 1026.921997
	Iteration 40F: 3 clusters Score -5069702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -5069705.500000 Penalty: 1026.921997
	Iteration 41Q: 3 clusters Score -5069706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -5069713.000000 Penalty: 1026.921997
	Iteration 42Q: 3 clusters Score -5069713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -5069714.500000 Penalty: 1026.921997
	Iteration 43Q: 3 clusters Score -5069714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -5069714.500000 Penalty: 1026.921997
	Iteration 44F: 3 clusters Score -5069714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Entering Unmasked Estep 
Score: -1970755.500000 Penalty: 469.392792
	Iteration 0F: 2 clusters Score -1970756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1950899.375000 Penalty: 938.785583
	Iteration 0F: 3 clusters Score -1950899 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1960263.125000 Penalty: 938.785583
	Iteration 1F: 3 clusters Score -1960263 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1961821.375000 Penalty: 938.785583
	Iteration 2F: 3 clusters Score -1961821 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1963842.875000 Penalty: 938.785583
	Iteration 3F: 3 clusters Score -1963843 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1966003.250000 Penalty: 938.785583
	Iteration 4F: 3 clusters Score -1966003 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1967759.375000 Penalty: 938.785583
	Iteration 5F: 3 clusters Score -1967759 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1968862.750000 Penalty: 938.785583
	Iteration 6Q: 3 clusters Score -1968863 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1969521.750000 Penalty: 938.785583
	Iteration 7Q: 3 clusters Score -1969522 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1969865.375000 Penalty: 938.785583
	Iteration 8Q: 3 clusters Score -1969865 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1970048.375000 Penalty: 938.785583
	Iteration 9Q: 3 clusters Score -1970048 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1970153.750000 Penalty: 938.785583
	Iteration 10Q: 3 clusters Score -1970154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1970238.125000 Penalty: 938.785583
	Iteration 11Q: 3 clusters Score -1970238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1970284.250000 Penalty: 938.785583
	Iteration 12Q: 3 clusters Score -1970284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1970310.125000 Penalty: 938.785583
	Iteration 13Q: 3 clusters Score -1970310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1970321.625000 Penalty: 938.785583
	Iteration 14Q: 3 clusters Score -1970322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1970326.750000 Penalty: 938.785583
	Iteration 15Q: 3 clusters Score -1970327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1970332.875000 Penalty: 938.785583
	Iteration 16Q: 3 clusters Score -1970333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1970347.875000 Penalty: 938.785583
	Iteration 17Q: 3 clusters Score -1970348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1970355.125000 Penalty: 938.785583
	Iteration 18Q: 3 clusters Score -1970355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1970363.000000 Penalty: 938.785583
	Iteration 19Q: 3 clusters Score -1970363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1970370.750000 Penalty: 938.785583
	Iteration 20F: 3 clusters Score -1970371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1970374.000000 Penalty: 938.785583
	Iteration 21Q: 3 clusters Score -1970374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1970378.750000 Penalty: 938.785583
	Iteration 22Q: 3 clusters Score -1970379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1970380.875000 Penalty: 938.785583
	Iteration 23Q: 3 clusters Score -1970381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1970382.500000 Penalty: 938.785583
	Iteration 24Q: 3 clusters Score -1970382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1970381.250000 Penalty: 938.785583
	Iteration 25Q: 3 clusters Score -1970381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1970383.750000 Penalty: 938.785583
	Iteration 26Q: 3 clusters Score -1970384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1970383.500000 Penalty: 938.785583
	Iteration 27Q: 3 clusters Score -1970384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1970384.500000 Penalty: 938.785583
	Iteration 28Q: 3 clusters Score -1970384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1970386.000000 Penalty: 938.785583
	Iteration 29Q: 3 clusters Score -1970386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1970386.000000 Penalty: 938.785583
	Iteration 30F: 3 clusters Score -1970386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Entering Unmasked Estep 
Score: -3981158.500000 Penalty: 504.842438
	Iteration 0F: 2 clusters Score -3981158 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 32876 members 
Entering Unmasked Estep 
Score: -3937979.750000 Penalty: 1009.684875
	Iteration 0F: 3 clusters Score -3937980 nChanged 31896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3957394.750000 Penalty: 1009.684875
	Iteration 1F: 3 clusters Score -3957395 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3958362.250000 Penalty: 1009.684875
	Iteration 2Q: 3 clusters Score -3958362 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3959977.250000 Penalty: 1009.684875
	Iteration 3Q: 3 clusters Score -3959977 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3962695.000000 Penalty: 1009.684875
	Iteration 4F: 3 clusters Score -3962695 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3966378.500000 Penalty: 1009.684875
	Iteration 5F: 3 clusters Score -3966378 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3969483.000000 Penalty: 1009.684875
	Iteration 6F: 3 clusters Score -3969483 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3970989.250000 Penalty: 1009.684875
	Iteration 7Q: 3 clusters Score -3970989 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3971542.750000 Penalty: 1009.684875
	Iteration 8Q: 3 clusters Score -3971543 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3971882.250000 Penalty: 1009.684875
	Iteration 9Q: 3 clusters Score -3971882 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3972131.500000 Penalty: 1009.684875
	Iteration 10Q: 3 clusters Score -3972132 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3972407.500000 Penalty: 1009.684875
	Iteration 11Q: 3 clusters Score -3972408 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3972629.750000 Penalty: 1009.684875
	Iteration 12Q: 3 clusters Score -3972630 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3972868.000000 Penalty: 1009.684875
	Iteration 13Q: 3 clusters Score -3972868 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3973046.250000 Penalty: 1009.684875
	Iteration 14Q: 3 clusters Score -3973046 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3973204.000000 Penalty: 1009.684875
	Iteration 15Q: 3 clusters Score -3973204 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3973364.750000 Penalty: 1009.684875
	Iteration 16Q: 3 clusters Score -3973365 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3973532.500000 Penalty: 1009.684875
	Iteration 17Q: 3 clusters Score -3973532 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3973684.250000 Penalty: 1009.684875
	Iteration 18Q: 3 clusters Score -3973684 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3973882.000000 Penalty: 1009.684875
	Iteration 19Q: 3 clusters Score -3973882 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3974069.000000 Penalty: 1009.684875
	Iteration 20F: 3 clusters Score -3974069 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3974277.750000 Penalty: 1009.684875
	Iteration 21Q: 3 clusters Score -3974278 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3974505.250000 Penalty: 1009.684875
	Iteration 22Q: 3 clusters Score -3974505 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3974800.500000 Penalty: 1009.684875
	Iteration 23Q: 3 clusters Score -3974800 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3975078.250000 Penalty: 1009.684875
	Iteration 24Q: 3 clusters Score -3975078 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3975417.250000 Penalty: 1009.684875
	Iteration 25Q: 3 clusters Score -3975417 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3975835.500000 Penalty: 1009.684875
	Iteration 26Q: 3 clusters Score -3975836 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3976252.750000 Penalty: 1009.684875
	Iteration 27Q: 3 clusters Score -3976253 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3976758.250000 Penalty: 1009.684875
	Iteration 28Q: 3 clusters Score -3976758 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3977267.750000 Penalty: 1009.684875
	Iteration 29Q: 3 clusters Score -3977268 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3977768.500000 Penalty: 1009.684875
	Iteration 30Q: 3 clusters Score -3977768 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3978205.500000 Penalty: 1009.684875
	Iteration 31Q: 3 clusters Score -3978206 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3978655.750000 Penalty: 1009.684875
	Iteration 32Q: 3 clusters Score -3978656 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3979022.000000 Penalty: 1009.684875
	Iteration 33Q: 3 clusters Score -3979022 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3979378.000000 Penalty: 1009.684875
	Iteration 34Q: 3 clusters Score -3979378 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3979680.250000 Penalty: 1009.684875
	Iteration 35Q: 3 clusters Score -3979680 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3979903.750000 Penalty: 1009.684875
	Iteration 36Q: 3 clusters Score -3979904 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3980109.250000 Penalty: 1009.684875
	Iteration 37Q: 3 clusters Score -3980109 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3980250.000000 Penalty: 1009.684875
	Iteration 38Q: 3 clusters Score -3980250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3980352.250000 Penalty: 1009.684875
	Iteration 39Q: 3 clusters Score -3980352 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3980447.000000 Penalty: 1009.684875
	Iteration 40F: 3 clusters Score -3980447 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3980508.500000 Penalty: 1009.684875
	Iteration 41Q: 3 clusters Score -3980508 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3980556.500000 Penalty: 1009.684875
	Iteration 42Q: 3 clusters Score -3980556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3980571.750000 Penalty: 1009.684875
	Iteration 43Q: 3 clusters Score -3980572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3980592.250000 Penalty: 1009.684875
	Iteration 44Q: 3 clusters Score -3980592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3980619.750000 Penalty: 1009.684875
	Iteration 45Q: 3 clusters Score -3980620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3980637.000000 Penalty: 1009.684875
	Iteration 46Q: 3 clusters Score -3980637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3980653.250000 Penalty: 1009.684875
	Iteration 47Q: 3 clusters Score -3980653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3980663.500000 Penalty: 1009.684875
	Iteration 48Q: 3 clusters Score -3980664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3980668.000000 Penalty: 1009.684875
	Iteration 49Q: 3 clusters Score -3980668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3980677.750000 Penalty: 1009.684875
	Iteration 50Q: 3 clusters Score -3980678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3980684.000000 Penalty: 1009.684875
	Iteration 51Q: 3 clusters Score -3980684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3980694.250000 Penalty: 1009.684875
	Iteration 52Q: 3 clusters Score -3980694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3980717.250000 Penalty: 1009.684875
	Iteration 53Q: 3 clusters Score -3980717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3980724.500000 Penalty: 1009.684875
	Iteration 54Q: 3 clusters Score -3980724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3980728.500000 Penalty: 1009.684875
	Iteration 55Q: 3 clusters Score -3980728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3980729.000000 Penalty: 1009.684875
	Iteration 56Q: 3 clusters Score -3980729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3980728.750000 Penalty: 1009.684875
	Iteration 57Q: 3 clusters Score -3980729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3980729.250000 Penalty: 1009.684875
	Iteration 58Q: 3 clusters Score -3980729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3980729.000000 Penalty: 1009.684875
	Iteration 59Q: 3 clusters Score -3980729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3980730.500000 Penalty: 1009.684875
	Iteration 60F: 3 clusters Score -3980730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3980731.000000 Penalty: 1009.684875
	Iteration 61Q: 3 clusters Score -3980731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3980731.000000 Penalty: 1009.684875
	Iteration 62F: 3 clusters Score -3980731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -134330.671875 Penalty: 354.795441
	Iteration 0F: 2 clusters Score -134330.7 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 1198 members 
Entering Unmasked Estep 
Score: -132617.062500 Penalty: 709.590881
	Iteration 0F: 3 clusters Score -132617.1 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -133308.406250 Penalty: 709.590881
	Iteration 1F: 3 clusters Score -133308.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -133434.453125 Penalty: 709.590881
	Iteration 2F: 3 clusters Score -133434.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -133550.421875 Penalty: 709.590881
	Iteration 3F: 3 clusters Score -133550.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -133654.953125 Penalty: 709.590881
	Iteration 4F: 3 clusters Score -133655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -133781.890625 Penalty: 709.590881
	Iteration 5F: 3 clusters Score -133781.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -133855.546875 Penalty: 709.590881
	Iteration 6Q: 3 clusters Score -133855.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -133900.203125 Penalty: 709.590881
	Iteration 7Q: 3 clusters Score -133900.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -133926.203125 Penalty: 709.590881
	Iteration 8Q: 3 clusters Score -133926.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133952.609375 Penalty: 709.590881
	Iteration 9Q: 3 clusters Score -133952.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -133967.593750 Penalty: 709.590881
	Iteration 10Q: 3 clusters Score -133967.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -133979.937500 Penalty: 709.590881
	Iteration 11Q: 3 clusters Score -133979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -133989.296875 Penalty: 709.590881
	Iteration 12Q: 3 clusters Score -133989.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -134002.828125 Penalty: 709.590881
	Iteration 13Q: 3 clusters Score -134002.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134008.484375 Penalty: 709.590881
	Iteration 14Q: 3 clusters Score -134008.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -134010.843750 Penalty: 709.590881
	Iteration 15Q: 3 clusters Score -134010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -134013.921875 Penalty: 709.590881
	Iteration 16Q: 3 clusters Score -134013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -134016.750000 Penalty: 709.590881
	Iteration 17Q: 3 clusters Score -134016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134019.609375 Penalty: 709.590881
	Iteration 18Q: 3 clusters Score -134019.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134021.046875 Penalty: 709.590881
	Iteration 19Q: 3 clusters Score -134021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -134022.593750 Penalty: 709.590881
	Iteration 20F: 3 clusters Score -134022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -134025.812500 Penalty: 709.590881
	Iteration 21Q: 3 clusters Score -134025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -134026.890625 Penalty: 709.590881
	Iteration 22Q: 3 clusters Score -134026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -134027.453125 Penalty: 709.590881
	Iteration 23Q: 3 clusters Score -134027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -134027.578125 Penalty: 709.590881
	Iteration 24Q: 3 clusters Score -134027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -134027.843750 Penalty: 709.590881
	Iteration 25Q: 3 clusters Score -134027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -134028.156250 Penalty: 709.590881
	Iteration 26Q: 3 clusters Score -134028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134028.781250 Penalty: 709.590881
	Iteration 27Q: 3 clusters Score -134028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134029.093750 Penalty: 709.590881
	Iteration 28Q: 3 clusters Score -134029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134029.406250 Penalty: 709.590881
	Iteration 29Q: 3 clusters Score -134029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134029.406250 Penalty: 709.590881
	Iteration 30F: 3 clusters Score -134029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Entering Unmasked Estep 
Score: -2903847.000000 Penalty: 486.640411
	Iteration 0F: 2 clusters Score -2903847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2876135.250000 Penalty: 973.280823
	Iteration 0F: 3 clusters Score -2876135 nChanged 21226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2889140.750000 Penalty: 973.280823
	Iteration 1F: 3 clusters Score -2889141 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2890605.250000 Penalty: 973.280823
	Iteration 2F: 3 clusters Score -2890605 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -2892658.000000 Penalty: 973.280823
	Iteration 3F: 3 clusters Score -2892658 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -2895000.250000 Penalty: 973.280823
	Iteration 4F: 3 clusters Score -2895000 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -2896998.250000 Penalty: 973.280823
	Iteration 5F: 3 clusters Score -2896998 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2898405.500000 Penalty: 973.280823
	Iteration 6F: 3 clusters Score -2898406 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -2899060.250000 Penalty: 973.280823
	Iteration 7Q: 3 clusters Score -2899060 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -2899270.750000 Penalty: 973.280823
	Iteration 8Q: 3 clusters Score -2899271 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -2899357.500000 Penalty: 973.280823
	Iteration 9Q: 3 clusters Score -2899358 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -2899395.250000 Penalty: 973.280823
	Iteration 10Q: 3 clusters Score -2899395 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -2899427.750000 Penalty: 973.280823
	Iteration 11Q: 3 clusters Score -2899428 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -2899465.500000 Penalty: 973.280823
	Iteration 12Q: 3 clusters Score -2899466 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -2899473.250000 Penalty: 973.280823
	Iteration 13Q: 3 clusters Score -2899473 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -2899510.750000 Penalty: 973.280823
	Iteration 14Q: 3 clusters Score -2899511 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -2899528.500000 Penalty: 973.280823
	Iteration 15Q: 3 clusters Score -2899528 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -2899560.250000 Penalty: 973.280823
	Iteration 16Q: 3 clusters Score -2899560 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -2899575.750000 Penalty: 973.280823
	Iteration 17Q: 3 clusters Score -2899576 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -2899583.750000 Penalty: 973.280823
	Iteration 18Q: 3 clusters Score -2899584 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -2899576.000000 Penalty: 973.280823
	Iteration 19Q: 3 clusters Score -2899576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -2899581.500000 Penalty: 973.280823
	Iteration 20F: 3 clusters Score -2899582 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -2899598.500000 Penalty: 973.280823
	Iteration 21Q: 3 clusters Score -2899598 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -2899594.750000 Penalty: 973.280823
	Iteration 22Q: 3 clusters Score -2899595 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -2899607.000000 Penalty: 973.280823
	Iteration 23Q: 3 clusters Score -2899607 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -2899600.250000 Penalty: 973.280823
	Iteration 24Q: 3 clusters Score -2899600 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -2899622.250000 Penalty: 973.280823
	Iteration 25Q: 3 clusters Score -2899622 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -2899606.250000 Penalty: 973.280823
	Iteration 26Q: 3 clusters Score -2899606 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -2899625.000000 Penalty: 973.280823
	Iteration 27Q: 3 clusters Score -2899625 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -2899640.250000 Penalty: 973.280823
	Iteration 28Q: 3 clusters Score -2899640 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -2899616.750000 Penalty: 973.280823
	Iteration 29Q: 3 clusters Score -2899617 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -2899636.500000 Penalty: 973.280823
	Iteration 30Q: 3 clusters Score -2899636 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -2899634.750000 Penalty: 973.280823
	Iteration 31Q: 3 clusters Score -2899635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2899613.000000 Penalty: 973.280823
	Iteration 32Q: 3 clusters Score -2899613 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -2899606.500000 Penalty: 973.280823
	Iteration 33Q: 3 clusters Score -2899606 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2899604.750000 Penalty: 973.280823
	Iteration 34Q: 3 clusters Score -2899605 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -2899612.500000 Penalty: 973.280823
	Iteration 35Q: 3 clusters Score -2899612 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -2899591.500000 Penalty: 973.280823
	Iteration 36Q: 3 clusters Score -2899592 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -2899588.250000 Penalty: 973.280823
	Iteration 37Q: 3 clusters Score -2899588 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -2899596.250000 Penalty: 973.280823
	Iteration 38Q: 3 clusters Score -2899596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -2899595.000000 Penalty: 973.280823
	Iteration 39Q: 3 clusters Score -2899595 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -2899586.000000 Penalty: 973.280823
	Iteration 40F: 3 clusters Score -2899586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -2899601.750000 Penalty: 973.280823
	Iteration 41Q: 3 clusters Score -2899602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2899595.250000 Penalty: 973.280823
	Iteration 42Q: 3 clusters Score -2899595 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -2899575.750000 Penalty: 973.280823
	Iteration 43Q: 3 clusters Score -2899576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2899569.750000 Penalty: 973.280823
	Iteration 44Q: 3 clusters Score -2899570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2899564.500000 Penalty: 973.280823
	Iteration 45Q: 3 clusters Score -2899564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2899546.000000 Penalty: 973.280823
	Iteration 46Q: 3 clusters Score -2899546 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2899546.500000 Penalty: 973.280823
	Iteration 47Q: 3 clusters Score -2899546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2899542.500000 Penalty: 973.280823
	Iteration 48Q: 3 clusters Score -2899542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -2899532.750000 Penalty: 973.280823
	Iteration 49Q: 3 clusters Score -2899533 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -2899524.250000 Penalty: 973.280823
	Iteration 50Q: 3 clusters Score -2899524 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -2899501.500000 Penalty: 973.280823
	Iteration 51Q: 3 clusters Score -2899502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -2899511.000000 Penalty: 973.280823
	Iteration 52Q: 3 clusters Score -2899511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2899508.750000 Penalty: 973.280823
	Iteration 53Q: 3 clusters Score -2899509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2899506.250000 Penalty: 973.280823
	Iteration 54Q: 3 clusters Score -2899506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2899495.500000 Penalty: 973.280823
	Iteration 55Q: 3 clusters Score -2899496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2899492.250000 Penalty: 973.280823
	Iteration 56Q: 3 clusters Score -2899492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -2899478.000000 Penalty: 973.280823
	Iteration 57Q: 3 clusters Score -2899478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2899463.750000 Penalty: 973.280823
	Iteration 58Q: 3 clusters Score -2899464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2899476.250000 Penalty: 973.280823
	Iteration 59Q: 3 clusters Score -2899476 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -2899464.750000 Penalty: 973.280823
	Iteration 60F: 3 clusters Score -2899465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -2899463.500000 Penalty: 973.280823
	Iteration 61Q: 3 clusters Score -2899464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -2899469.750000 Penalty: 973.280823
	Iteration 62Q: 3 clusters Score -2899470 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2899472.000000 Penalty: 973.280823
	Iteration 63Q: 3 clusters Score -2899472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2899462.750000 Penalty: 973.280823
	Iteration 64Q: 3 clusters Score -2899463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2899458.250000 Penalty: 973.280823
	Iteration 65Q: 3 clusters Score -2899458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2899456.500000 Penalty: 973.280823
	Iteration 66Q: 3 clusters Score -2899456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2899469.250000 Penalty: 973.280823
	Iteration 67Q: 3 clusters Score -2899469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2899477.750000 Penalty: 973.280823
	Iteration 68Q: 3 clusters Score -2899478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2899480.750000 Penalty: 973.280823
	Iteration 69Q: 3 clusters Score -2899481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2899466.500000 Penalty: 973.280823
	Iteration 70Q: 3 clusters Score -2899466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -2899463.000000 Penalty: 973.280823
	Iteration 71Q: 3 clusters Score -2899463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2899459.750000 Penalty: 973.280823
	Iteration 72Q: 3 clusters Score -2899460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2899460.000000 Penalty: 973.280823
	Iteration 73Q: 3 clusters Score -2899460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2899472.500000 Penalty: 973.280823
	Iteration 74Q: 3 clusters Score -2899472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -2899467.750000 Penalty: 973.280823
	Iteration 75Q: 3 clusters Score -2899468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2899474.750000 Penalty: 973.280823
	Iteration 76Q: 3 clusters Score -2899475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2899476.500000 Penalty: 973.280823
	Iteration 77Q: 3 clusters Score -2899476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2899482.500000 Penalty: 973.280823
	Iteration 78Q: 3 clusters Score -2899482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -2899487.750000 Penalty: 973.280823
	Iteration 79Q: 3 clusters Score -2899488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -2899482.000000 Penalty: 973.280823
	Iteration 80F: 3 clusters Score -2899482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -2899467.000000 Penalty: 973.280823
	Iteration 81Q: 3 clusters Score -2899467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2899467.000000 Penalty: 973.280823
	Iteration 82Q: 3 clusters Score -2899467 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2899471.500000 Penalty: 973.280823
	Iteration 83Q: 3 clusters Score -2899472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2899469.750000 Penalty: 973.280823
	Iteration 84Q: 3 clusters Score -2899470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2899464.000000 Penalty: 973.280823
	Iteration 85Q: 3 clusters Score -2899464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2899461.500000 Penalty: 973.280823
	Iteration 86Q: 3 clusters Score -2899462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2899453.000000 Penalty: 973.280823
	Iteration 87Q: 3 clusters Score -2899453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2899459.750000 Penalty: 973.280823
	Iteration 88Q: 3 clusters Score -2899460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2899458.000000 Penalty: 973.280823
	Iteration 89Q: 3 clusters Score -2899458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2899459.000000 Penalty: 973.280823
	Iteration 90Q: 3 clusters Score -2899459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2899455.750000 Penalty: 973.280823
	Iteration 91Q: 3 clusters Score -2899456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2899462.500000 Penalty: 973.280823
	Iteration 92Q: 3 clusters Score -2899462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2899463.250000 Penalty: 973.280823
	Iteration 93Q: 3 clusters Score -2899463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2899453.250000 Penalty: 973.280823
	Iteration 94Q: 3 clusters Score -2899453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2899453.750000 Penalty: 973.280823
	Iteration 95Q: 3 clusters Score -2899454 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2899466.250000 Penalty: 973.280823
	Iteration 96Q: 3 clusters Score -2899466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2899455.750000 Penalty: 973.280823
	Iteration 97Q: 3 clusters Score -2899456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2899451.750000 Penalty: 973.280823
	Iteration 98Q: 3 clusters Score -2899452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2899457.750000 Penalty: 973.280823
	Iteration 99Q: 3 clusters Score -2899458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2899454.750000 Penalty: 973.280823
	Iteration 100F: 3 clusters Score -2899455 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2899452.750000 Penalty: 973.280823
	Iteration 101Q: 3 clusters Score -2899453 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2899441.500000 Penalty: 973.280823
	Iteration 102Q: 3 clusters Score -2899442 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2899455.750000 Penalty: 973.280823
	Iteration 103Q: 3 clusters Score -2899456 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2899449.750000 Penalty: 973.280823
	Iteration 104Q: 3 clusters Score -2899450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2899468.500000 Penalty: 973.280823
	Iteration 105Q: 3 clusters Score -2899468 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2899473.750000 Penalty: 973.280823
	Iteration 106Q: 3 clusters Score -2899474 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2899502.000000 Penalty: 973.280823
	Iteration 107Q: 3 clusters Score -2899502 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2899513.250000 Penalty: 973.280823
	Iteration 108Q: 3 clusters Score -2899513 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2899506.500000 Penalty: 973.280823
	Iteration 109Q: 3 clusters Score -2899506 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2899511.250000 Penalty: 973.280823
	Iteration 110Q: 3 clusters Score -2899511 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2899527.000000 Penalty: 973.280823
	Iteration 111Q: 3 clusters Score -2899527 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2899534.500000 Penalty: 973.280823
	Iteration 112Q: 3 clusters Score -2899534 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2899583.000000 Penalty: 973.280823
	Iteration 113Q: 3 clusters Score -2899583 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2899636.500000 Penalty: 973.280823
	Iteration 114Q: 3 clusters Score -2899636 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2899730.250000 Penalty: 973.280823
	Iteration 115Q: 3 clusters Score -2899730 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2899824.750000 Penalty: 973.280823
	Iteration 116Q: 3 clusters Score -2899825 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2899939.000000 Penalty: 973.280823
	Iteration 117Q: 3 clusters Score -2899939 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2900093.500000 Penalty: 973.280823
	Iteration 118Q: 3 clusters Score -2900094 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2900277.000000 Penalty: 973.280823
	Iteration 119Q: 3 clusters Score -2900277 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2900587.750000 Penalty: 973.280823
	Iteration 120F: 3 clusters Score -2900588 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2900899.000000 Penalty: 973.280823
	Iteration 121Q: 3 clusters Score -2900899 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2901316.500000 Penalty: 973.280823
	Iteration 122Q: 3 clusters Score -2901316 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2901680.500000 Penalty: 973.280823
	Iteration 123Q: 3 clusters Score -2901680 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2902054.000000 Penalty: 973.280823
	Iteration 124Q: 3 clusters Score -2902054 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2902319.500000 Penalty: 973.280823
	Iteration 125Q: 3 clusters Score -2902320 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2902532.500000 Penalty: 973.280823
	Iteration 126Q: 3 clusters Score -2902532 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2902801.750000 Penalty: 973.280823
	Iteration 127Q: 3 clusters Score -2902802 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2903024.500000 Penalty: 973.280823
	Iteration 128Q: 3 clusters Score -2903024 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2903195.000000 Penalty: 973.280823
	Iteration 129Q: 3 clusters Score -2903195 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2903283.750000 Penalty: 973.280823
	Iteration 130Q: 3 clusters Score -2903284 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2903390.750000 Penalty: 973.280823
	Iteration 131Q: 3 clusters Score -2903391 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2903456.250000 Penalty: 973.280823
	Iteration 132Q: 3 clusters Score -2903456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2903510.000000 Penalty: 973.280823
	Iteration 133Q: 3 clusters Score -2903510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2903537.000000 Penalty: 973.280823
	Iteration 134Q: 3 clusters Score -2903537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2903548.000000 Penalty: 973.280823
	Iteration 135Q: 3 clusters Score -2903548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2903555.000000 Penalty: 973.280823
	Iteration 136Q: 3 clusters Score -2903555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2903557.500000 Penalty: 973.280823
	Iteration 137Q: 3 clusters Score -2903558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2903558.750000 Penalty: 973.280823
	Iteration 138Q: 3 clusters Score -2903559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2903561.250000 Penalty: 973.280823
	Iteration 139Q: 3 clusters Score -2903561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2903575.250000 Penalty: 973.280823
	Iteration 140F: 3 clusters Score -2903575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2903578.000000 Penalty: 973.280823
	Iteration 141Q: 3 clusters Score -2903578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2903582.750000 Penalty: 973.280823
	Iteration 142Q: 3 clusters Score -2903583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2903594.500000 Penalty: 973.280823
	Iteration 143Q: 3 clusters Score -2903594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2903594.250000 Penalty: 973.280823
	Iteration 144Q: 3 clusters Score -2903594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2903593.000000 Penalty: 973.280823
	Iteration 145Q: 3 clusters Score -2903593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2903588.500000 Penalty: 973.280823
	Iteration 146Q: 3 clusters Score -2903588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2903592.750000 Penalty: 973.280823
	Iteration 147Q: 3 clusters Score -2903593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2903593.000000 Penalty: 973.280823
	Iteration 148Q: 3 clusters Score -2903593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2903593.000000 Penalty: 973.280823
	Iteration 149F: 3 clusters Score -2903593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -112269.843750 Penalty: 341.021851
	Iteration 0F: 2 clusters Score -112269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110961.023438 Penalty: 682.043701
	Iteration 0F: 3 clusters Score -110961 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -111349.734375 Penalty: 682.043701
	Iteration 1F: 3 clusters Score -111349.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -111404.375000 Penalty: 682.043701
	Iteration 2F: 3 clusters Score -111404.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -111447.851562 Penalty: 682.043701
	Iteration 3F: 3 clusters Score -111447.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -111482.992188 Penalty: 682.043701
	Iteration 4Q: 3 clusters Score -111483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -111514.007812 Penalty: 682.043701
	Iteration 5Q: 3 clusters Score -111514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -111530.148438 Penalty: 682.043701
	Iteration 6Q: 3 clusters Score -111530.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -111547.710938 Penalty: 682.043701
	Iteration 7Q: 3 clusters Score -111547.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -111572.945312 Penalty: 682.043701
	Iteration 8Q: 3 clusters Score -111572.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -111607.984375 Penalty: 682.043701
	Iteration 9Q: 3 clusters Score -111608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -111637.906250 Penalty: 682.043701
	Iteration 10Q: 3 clusters Score -111637.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -111669.203125 Penalty: 682.043701
	Iteration 11Q: 3 clusters Score -111669.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -111694.609375 Penalty: 682.043701
	Iteration 12Q: 3 clusters Score -111694.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -111721.289062 Penalty: 682.043701
	Iteration 13Q: 3 clusters Score -111721.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -111741.328125 Penalty: 682.043701
	Iteration 14Q: 3 clusters Score -111741.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -111763.984375 Penalty: 682.043701
	Iteration 15Q: 3 clusters Score -111764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -111782.398438 Penalty: 682.043701
	Iteration 16Q: 3 clusters Score -111782.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -111804.820312 Penalty: 682.043701
	Iteration 17Q: 3 clusters Score -111804.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -111829.273438 Penalty: 682.043701
	Iteration 18Q: 3 clusters Score -111829.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -111850.984375 Penalty: 682.043701
	Iteration 19Q: 3 clusters Score -111851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -111872.367188 Penalty: 682.043701
	Iteration 20F: 3 clusters Score -111872.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -111891.757812 Penalty: 682.043701
	Iteration 21Q: 3 clusters Score -111891.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -111907.523438 Penalty: 682.043701
	Iteration 22Q: 3 clusters Score -111907.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -111919.210938 Penalty: 682.043701
	Iteration 23Q: 3 clusters Score -111919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -111924.460938 Penalty: 682.043701
	Iteration 24Q: 3 clusters Score -111924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -111928.031250 Penalty: 682.043701
	Iteration 25Q: 3 clusters Score -111928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -111934.609375 Penalty: 682.043701
	Iteration 26Q: 3 clusters Score -111934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -111941.906250 Penalty: 682.043701
	Iteration 27Q: 3 clusters Score -111941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -111954.578125 Penalty: 682.043701
	Iteration 28Q: 3 clusters Score -111954.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -111972.898438 Penalty: 682.043701
	Iteration 29Q: 3 clusters Score -111972.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -111984.617188 Penalty: 682.043701
	Iteration 30Q: 3 clusters Score -111984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -111988.875000 Penalty: 682.043701
	Iteration 31Q: 3 clusters Score -111988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -111991.734375 Penalty: 682.043701
	Iteration 32Q: 3 clusters Score -111991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -111992.218750 Penalty: 682.043701
	Iteration 33Q: 3 clusters Score -111992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -111993.554688 Penalty: 682.043701
	Iteration 34Q: 3 clusters Score -111993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -111995.406250 Penalty: 682.043701
	Iteration 35Q: 3 clusters Score -111995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -111996.882812 Penalty: 682.043701
	Iteration 36Q: 3 clusters Score -111996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -111998.476562 Penalty: 682.043701
	Iteration 37Q: 3 clusters Score -111998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -111999.632812 Penalty: 682.043701
	Iteration 38Q: 3 clusters Score -111999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -112000.054688 Penalty: 682.043701
	Iteration 39Q: 3 clusters Score -112000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -112000.171875 Penalty: 682.043701
	Iteration 40F: 3 clusters Score -112000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -112001.054688 Penalty: 682.043701
	Iteration 41Q: 3 clusters Score -112001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -112001.617188 Penalty: 682.043701
	Iteration 42Q: 3 clusters Score -112001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -112002.382812 Penalty: 682.043701
	Iteration 43Q: 3 clusters Score -112002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -112002.382812 Penalty: 682.043701
	Iteration 44F: 3 clusters Score -112002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -1053118.500000 Penalty: 440.370239
	Iteration 0F: 2 clusters Score -1053118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1042463.875000 Penalty: 880.740479
	Iteration 0F: 3 clusters Score -1042464 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1046890.625000 Penalty: 880.740479
	Iteration 1F: 3 clusters Score -1046891 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1047132.562500 Penalty: 880.740479
	Iteration 2Q: 3 clusters Score -1047133 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1047535.437500 Penalty: 880.740479
	Iteration 3Q: 3 clusters Score -1047535 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1048134.937500 Penalty: 880.740479
	Iteration 4F: 3 clusters Score -1048135 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1048945.875000 Penalty: 880.740479
	Iteration 5F: 3 clusters Score -1048946 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1049673.375000 Penalty: 880.740479
	Iteration 6F: 3 clusters Score -1049673 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1050063.000000 Penalty: 880.740479
	Iteration 7F: 3 clusters Score -1050063 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1050187.125000 Penalty: 880.740479
	Iteration 8Q: 3 clusters Score -1050187 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1050264.000000 Penalty: 880.740479
	Iteration 9Q: 3 clusters Score -1050264 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1050325.625000 Penalty: 880.740479
	Iteration 10Q: 3 clusters Score -1050326 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1050397.500000 Penalty: 880.740479
	Iteration 11Q: 3 clusters Score -1050398 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1050457.375000 Penalty: 880.740479
	Iteration 12Q: 3 clusters Score -1050457 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1050525.750000 Penalty: 880.740479
	Iteration 13Q: 3 clusters Score -1050526 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1050591.500000 Penalty: 880.740479
	Iteration 14Q: 3 clusters Score -1050592 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1050670.375000 Penalty: 880.740479
	Iteration 15Q: 3 clusters Score -1050670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1050754.000000 Penalty: 880.740479
	Iteration 16Q: 3 clusters Score -1050754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1050826.250000 Penalty: 880.740479
	Iteration 17Q: 3 clusters Score -1050826 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1050910.750000 Penalty: 880.740479
	Iteration 18Q: 3 clusters Score -1050911 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1050985.500000 Penalty: 880.740479
	Iteration 19Q: 3 clusters Score -1050986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1051068.250000 Penalty: 880.740479
	Iteration 20F: 3 clusters Score -1051068 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1051164.500000 Penalty: 880.740479
	Iteration 21Q: 3 clusters Score -1051164 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1051268.125000 Penalty: 880.740479
	Iteration 22Q: 3 clusters Score -1051268 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1051388.875000 Penalty: 880.740479
	Iteration 23Q: 3 clusters Score -1051389 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1051513.375000 Penalty: 880.740479
	Iteration 24Q: 3 clusters Score -1051513 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1051646.125000 Penalty: 880.740479
	Iteration 25Q: 3 clusters Score -1051646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1051768.375000 Penalty: 880.740479
	Iteration 26Q: 3 clusters Score -1051768 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1051892.750000 Penalty: 880.740479
	Iteration 27Q: 3 clusters Score -1051893 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1051996.500000 Penalty: 880.740479
	Iteration 28Q: 3 clusters Score -1051996 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1052091.750000 Penalty: 880.740479
	Iteration 29Q: 3 clusters Score -1052092 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1052170.250000 Penalty: 880.740479
	Iteration 30Q: 3 clusters Score -1052170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1052227.375000 Penalty: 880.740479
	Iteration 31Q: 3 clusters Score -1052227 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1052283.375000 Penalty: 880.740479
	Iteration 32Q: 3 clusters Score -1052283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1052342.125000 Penalty: 880.740479
	Iteration 33Q: 3 clusters Score -1052342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1052391.250000 Penalty: 880.740479
	Iteration 34Q: 3 clusters Score -1052391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1052432.000000 Penalty: 880.740479
	Iteration 35Q: 3 clusters Score -1052432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1052459.500000 Penalty: 880.740479
	Iteration 36Q: 3 clusters Score -1052460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1052499.000000 Penalty: 880.740479
	Iteration 37Q: 3 clusters Score -1052499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1052529.375000 Penalty: 880.740479
	Iteration 38Q: 3 clusters Score -1052529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1052548.625000 Penalty: 880.740479
	Iteration 39Q: 3 clusters Score -1052549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1052571.125000 Penalty: 880.740479
	Iteration 40F: 3 clusters Score -1052571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1052592.125000 Penalty: 880.740479
	Iteration 41Q: 3 clusters Score -1052592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1052603.625000 Penalty: 880.740479
	Iteration 42Q: 3 clusters Score -1052604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1052615.125000 Penalty: 880.740479
	Iteration 43Q: 3 clusters Score -1052615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1052630.250000 Penalty: 880.740479
	Iteration 44Q: 3 clusters Score -1052630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1052648.625000 Penalty: 880.740479
	Iteration 45Q: 3 clusters Score -1052649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1052661.625000 Penalty: 880.740479
	Iteration 46Q: 3 clusters Score -1052662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1052677.500000 Penalty: 880.740479
	Iteration 47Q: 3 clusters Score -1052678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1052686.375000 Penalty: 880.740479
	Iteration 48Q: 3 clusters Score -1052686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1052696.125000 Penalty: 880.740479
	Iteration 49Q: 3 clusters Score -1052696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1052701.375000 Penalty: 880.740479
	Iteration 50Q: 3 clusters Score -1052701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1052704.750000 Penalty: 880.740479
	Iteration 51Q: 3 clusters Score -1052705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1052707.750000 Penalty: 880.740479
	Iteration 52Q: 3 clusters Score -1052708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1052710.625000 Penalty: 880.740479
	Iteration 53Q: 3 clusters Score -1052711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1052718.875000 Penalty: 880.740479
	Iteration 54Q: 3 clusters Score -1052719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1052721.375000 Penalty: 880.740479
	Iteration 55Q: 3 clusters Score -1052721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1052722.750000 Penalty: 880.740479
	Iteration 56Q: 3 clusters Score -1052723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1052724.375000 Penalty: 880.740479
	Iteration 57Q: 3 clusters Score -1052724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1052725.000000 Penalty: 880.740479
	Iteration 58Q: 3 clusters Score -1052725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1052726.000000 Penalty: 880.740479
	Iteration 59Q: 3 clusters Score -1052726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1052727.000000 Penalty: 880.740479
	Iteration 60F: 3 clusters Score -1052727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1052727.375000 Penalty: 880.740479
	Iteration 61Q: 3 clusters Score -1052727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1052727.250000 Penalty: 880.740479
	Iteration 62Q: 3 clusters Score -1052727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1052727.250000 Penalty: 880.740479
	Iteration 63F: 3 clusters Score -1052727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -47357.648438 Penalty: 311.000885
	Iteration 0F: 2 clusters Score -47357.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46623.222656 Penalty: 622.001770
	Iteration 0F: 3 clusters Score -46623.22 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46988.625000 Penalty: 622.001770
	Iteration 1F: 3 clusters Score -46988.62 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47109.914062 Penalty: 622.001770
	Iteration 2F: 3 clusters Score -47109.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -47156.953125 Penalty: 622.001770
	Iteration 3F: 3 clusters Score -47156.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -47182.246094 Penalty: 622.001770
	Iteration 4Q: 3 clusters Score -47182.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47198.898438 Penalty: 622.001770
	Iteration 5Q: 3 clusters Score -47198.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -47217.644531 Penalty: 622.001770
	Iteration 6Q: 3 clusters Score -47217.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -47233.199219 Penalty: 622.001770
	Iteration 7Q: 3 clusters Score -47233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -47237.296875 Penalty: 622.001770
	Iteration 8Q: 3 clusters Score -47237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47239.324219 Penalty: 622.001770
	Iteration 9Q: 3 clusters Score -47239.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47242.207031 Penalty: 622.001770
	Iteration 10Q: 3 clusters Score -47242.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47244.519531 Penalty: 622.001770
	Iteration 11Q: 3 clusters Score -47244.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47246.316406 Penalty: 622.001770
	Iteration 12Q: 3 clusters Score -47246.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -47246.429688 Penalty: 622.001770
	Iteration 13Q: 3 clusters Score -47246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -47246.429688 Penalty: 622.001770
	Iteration 14F: 3 clusters Score -47246.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Entering Unmasked Estep 
Score: -653983.375000 Penalty: 423.062500
	Iteration 0F: 2 clusters Score -653983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -646825.562500 Penalty: 846.125000
	Iteration 0F: 3 clusters Score -646825.6 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -650078.375000 Penalty: 846.125000
	Iteration 1F: 3 clusters Score -650078.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -650548.125000 Penalty: 846.125000
	Iteration 2F: 3 clusters Score -650548.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -651101.750000 Penalty: 846.125000
	Iteration 3F: 3 clusters Score -651101.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -651668.812500 Penalty: 846.125000
	Iteration 4F: 3 clusters Score -651668.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -652132.312500 Penalty: 846.125000
	Iteration 5F: 3 clusters Score -652132.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -652442.875000 Penalty: 846.125000
	Iteration 6F: 3 clusters Score -652442.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -652593.312500 Penalty: 846.125000
	Iteration 7Q: 3 clusters Score -652593.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -652658.250000 Penalty: 846.125000
	Iteration 8Q: 3 clusters Score -652658.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -652699.312500 Penalty: 846.125000
	Iteration 9Q: 3 clusters Score -652699.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -652735.687500 Penalty: 846.125000
	Iteration 10Q: 3 clusters Score -652735.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -652767.500000 Penalty: 846.125000
	Iteration 11Q: 3 clusters Score -652767.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -652793.750000 Penalty: 846.125000
	Iteration 12Q: 3 clusters Score -652793.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -652816.375000 Penalty: 846.125000
	Iteration 13Q: 3 clusters Score -652816.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -652836.875000 Penalty: 846.125000
	Iteration 14Q: 3 clusters Score -652836.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -652857.875000 Penalty: 846.125000
	Iteration 15Q: 3 clusters Score -652857.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -652877.687500 Penalty: 846.125000
	Iteration 16Q: 3 clusters Score -652877.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -652898.562500 Penalty: 846.125000
	Iteration 17Q: 3 clusters Score -652898.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -652915.375000 Penalty: 846.125000
	Iteration 18Q: 3 clusters Score -652915.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -652926.875000 Penalty: 846.125000
	Iteration 19Q: 3 clusters Score -652926.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -652935.375000 Penalty: 846.125000
	Iteration 20F: 3 clusters Score -652935.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -652942.812500 Penalty: 846.125000
	Iteration 21Q: 3 clusters Score -652942.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -652945.187500 Penalty: 846.125000
	Iteration 22Q: 3 clusters Score -652945.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -652953.312500 Penalty: 846.125000
	Iteration 23Q: 3 clusters Score -652953.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -652957.625000 Penalty: 846.125000
	Iteration 24Q: 3 clusters Score -652957.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -652966.937500 Penalty: 846.125000
	Iteration 25Q: 3 clusters Score -652966.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -652974.562500 Penalty: 846.125000
	Iteration 26Q: 3 clusters Score -652974.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -652980.812500 Penalty: 846.125000
	Iteration 27Q: 3 clusters Score -652980.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -652992.500000 Penalty: 846.125000
	Iteration 28Q: 3 clusters Score -652992.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -653001.437500 Penalty: 846.125000
	Iteration 29Q: 3 clusters Score -653001.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -653008.875000 Penalty: 846.125000
	Iteration 30Q: 3 clusters Score -653008.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -653016.750000 Penalty: 846.125000
	Iteration 31Q: 3 clusters Score -653016.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -653021.812500 Penalty: 846.125000
	Iteration 32Q: 3 clusters Score -653021.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -653029.562500 Penalty: 846.125000
	Iteration 33Q: 3 clusters Score -653029.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -653042.250000 Penalty: 846.125000
	Iteration 34Q: 3 clusters Score -653042.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -653055.312500 Penalty: 846.125000
	Iteration 35Q: 3 clusters Score -653055.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -653065.812500 Penalty: 846.125000
	Iteration 36Q: 3 clusters Score -653065.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -653074.375000 Penalty: 846.125000
	Iteration 37Q: 3 clusters Score -653074.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -653086.437500 Penalty: 846.125000
	Iteration 38Q: 3 clusters Score -653086.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -653095.937500 Penalty: 846.125000
	Iteration 39Q: 3 clusters Score -653095.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -653104.187500 Penalty: 846.125000
	Iteration 40F: 3 clusters Score -653104.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -653116.250000 Penalty: 846.125000
	Iteration 41Q: 3 clusters Score -653116.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -653126.437500 Penalty: 846.125000
	Iteration 42Q: 3 clusters Score -653126.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -653135.562500 Penalty: 846.125000
	Iteration 43Q: 3 clusters Score -653135.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -653145.625000 Penalty: 846.125000
	Iteration 44Q: 3 clusters Score -653145.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -653156.562500 Penalty: 846.125000
	Iteration 45Q: 3 clusters Score -653156.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -653172.125000 Penalty: 846.125000
	Iteration 46Q: 3 clusters Score -653172.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -653196.250000 Penalty: 846.125000
	Iteration 47Q: 3 clusters Score -653196.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -653227.875000 Penalty: 846.125000
	Iteration 48Q: 3 clusters Score -653227.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -653268.437500 Penalty: 846.125000
	Iteration 49Q: 3 clusters Score -653268.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -653300.625000 Penalty: 846.125000
	Iteration 50Q: 3 clusters Score -653300.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -653339.000000 Penalty: 846.125000
	Iteration 51Q: 3 clusters Score -653339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -653386.625000 Penalty: 846.125000
	Iteration 52Q: 3 clusters Score -653386.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -653430.375000 Penalty: 846.125000
	Iteration 53Q: 3 clusters Score -653430.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -653482.312500 Penalty: 846.125000
	Iteration 54Q: 3 clusters Score -653482.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -653535.437500 Penalty: 846.125000
	Iteration 55Q: 3 clusters Score -653535.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -653579.437500 Penalty: 846.125000
	Iteration 56Q: 3 clusters Score -653579.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -653616.000000 Penalty: 846.125000
	Iteration 57Q: 3 clusters Score -653616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -653633.937500 Penalty: 846.125000
	Iteration 58Q: 3 clusters Score -653633.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -653652.437500 Penalty: 846.125000
	Iteration 59Q: 3 clusters Score -653652.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -653665.500000 Penalty: 846.125000
	Iteration 60F: 3 clusters Score -653665.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -653672.875000 Penalty: 846.125000
	Iteration 61Q: 3 clusters Score -653672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -653675.187500 Penalty: 846.125000
	Iteration 62Q: 3 clusters Score -653675.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -653677.687500 Penalty: 846.125000
	Iteration 63Q: 3 clusters Score -653677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -653677.625000 Penalty: 846.125000
	Iteration 64Q: 3 clusters Score -653677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -653679.312500 Penalty: 846.125000
	Iteration 65Q: 3 clusters Score -653679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -653681.187500 Penalty: 846.125000
	Iteration 66Q: 3 clusters Score -653681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -653682.375000 Penalty: 846.125000
	Iteration 67Q: 3 clusters Score -653682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -653684.312500 Penalty: 846.125000
	Iteration 68Q: 3 clusters Score -653684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -653684.937500 Penalty: 846.125000
	Iteration 69Q: 3 clusters Score -653684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -653683.687500 Penalty: 846.125000
	Iteration 70Q: 3 clusters Score -653683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -653685.125000 Penalty: 846.125000
	Iteration 71Q: 3 clusters Score -653685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -653685.562500 Penalty: 846.125000
	Iteration 72Q: 3 clusters Score -653685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -653685.875000 Penalty: 846.125000
	Iteration 73Q: 3 clusters Score -653685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -653686.375000 Penalty: 846.125000
	Iteration 74Q: 3 clusters Score -653686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -653686.375000 Penalty: 846.125000
	Iteration 75F: 3 clusters Score -653686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -58620.210938 Penalty: 310.111633
	Iteration 0F: 2 clusters Score -58620.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57874.359375 Penalty: 620.223267
	Iteration 0F: 3 clusters Score -57874.36 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -58134.531250 Penalty: 620.223267
	Iteration 1F: 3 clusters Score -58134.53 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -58197.890625 Penalty: 620.223267
	Iteration 2F: 3 clusters Score -58197.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58241.144531 Penalty: 620.223267
	Iteration 3F: 3 clusters Score -58241.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58275.484375 Penalty: 620.223267
	Iteration 4F: 3 clusters Score -58275.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58307.382812 Penalty: 620.223267
	Iteration 5Q: 3 clusters Score -58307.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58352.816406 Penalty: 620.223267
	Iteration 6Q: 3 clusters Score -58352.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58385.910156 Penalty: 620.223267
	Iteration 7Q: 3 clusters Score -58385.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58420.050781 Penalty: 620.223267
	Iteration 8Q: 3 clusters Score -58420.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58452.031250 Penalty: 620.223267
	Iteration 9Q: 3 clusters Score -58452.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58468.562500 Penalty: 620.223267
	Iteration 10Q: 3 clusters Score -58468.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58485.757812 Penalty: 620.223267
	Iteration 11Q: 3 clusters Score -58485.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58497.390625 Penalty: 620.223267
	Iteration 12Q: 3 clusters Score -58497.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58503.347656 Penalty: 620.223267
	Iteration 13Q: 3 clusters Score -58503.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58505.968750 Penalty: 620.223267
	Iteration 14Q: 3 clusters Score -58505.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58506.527344 Penalty: 620.223267
	Iteration 15Q: 3 clusters Score -58506.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58508.289062 Penalty: 620.223267
	Iteration 16Q: 3 clusters Score -58508.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58509.828125 Penalty: 620.223267
	Iteration 17Q: 3 clusters Score -58509.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58511.011719 Penalty: 620.223267
	Iteration 18Q: 3 clusters Score -58511.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58513.437500 Penalty: 620.223267
	Iteration 19Q: 3 clusters Score -58513.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58514.671875 Penalty: 620.223267
	Iteration 20F: 3 clusters Score -58514.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58515.605469 Penalty: 620.223267
	Iteration 21Q: 3 clusters Score -58515.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58515.605469 Penalty: 620.223267
	Iteration 22F: 3 clusters Score -58515.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -583132.125000 Penalty: 413.757996
	Iteration 0F: 2 clusters Score -583132.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -577230.000000 Penalty: 827.515991
	Iteration 0F: 3 clusters Score -577230 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -579543.250000 Penalty: 827.515991
	Iteration 1F: 3 clusters Score -579543.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -579734.312500 Penalty: 827.515991
	Iteration 2F: 3 clusters Score -579734.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -579943.750000 Penalty: 827.515991
	Iteration 3Q: 3 clusters Score -579943.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -580263.062500 Penalty: 827.515991
	Iteration 4F: 3 clusters Score -580263.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -580767.312500 Penalty: 827.515991
	Iteration 5F: 3 clusters Score -580767.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -581329.625000 Penalty: 827.515991
	Iteration 6F: 3 clusters Score -581329.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -581807.125000 Penalty: 827.515991
	Iteration 7F: 3 clusters Score -581807.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -582071.500000 Penalty: 827.515991
	Iteration 8Q: 3 clusters Score -582071.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -582178.687500 Penalty: 827.515991
	Iteration 9Q: 3 clusters Score -582178.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -582241.000000 Penalty: 827.515991
	Iteration 10Q: 3 clusters Score -582241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -582283.000000 Penalty: 827.515991
	Iteration 11Q: 3 clusters Score -582283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -582316.312500 Penalty: 827.515991
	Iteration 12Q: 3 clusters Score -582316.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -582350.625000 Penalty: 827.515991
	Iteration 13Q: 3 clusters Score -582350.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -582385.250000 Penalty: 827.515991
	Iteration 14Q: 3 clusters Score -582385.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -582417.812500 Penalty: 827.515991
	Iteration 15Q: 3 clusters Score -582417.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -582456.500000 Penalty: 827.515991
	Iteration 16Q: 3 clusters Score -582456.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -582498.187500 Penalty: 827.515991
	Iteration 17Q: 3 clusters Score -582498.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -582539.062500 Penalty: 827.515991
	Iteration 18Q: 3 clusters Score -582539.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -582594.875000 Penalty: 827.515991
	Iteration 19Q: 3 clusters Score -582594.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -582634.937500 Penalty: 827.515991
	Iteration 20F: 3 clusters Score -582634.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -582663.875000 Penalty: 827.515991
	Iteration 21Q: 3 clusters Score -582663.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -582696.375000 Penalty: 827.515991
	Iteration 22Q: 3 clusters Score -582696.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -582724.625000 Penalty: 827.515991
	Iteration 23Q: 3 clusters Score -582724.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -582761.312500 Penalty: 827.515991
	Iteration 24Q: 3 clusters Score -582761.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -582792.562500 Penalty: 827.515991
	Iteration 25Q: 3 clusters Score -582792.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -582801.562500 Penalty: 827.515991
	Iteration 26Q: 3 clusters Score -582801.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -582809.625000 Penalty: 827.515991
	Iteration 27Q: 3 clusters Score -582809.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -582814.062500 Penalty: 827.515991
	Iteration 28Q: 3 clusters Score -582814.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -582817.750000 Penalty: 827.515991
	Iteration 29Q: 3 clusters Score -582817.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -582818.625000 Penalty: 827.515991
	Iteration 30Q: 3 clusters Score -582818.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -582819.812500 Penalty: 827.515991
	Iteration 31Q: 3 clusters Score -582819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -582822.562500 Penalty: 827.515991
	Iteration 32Q: 3 clusters Score -582822.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -582823.000000 Penalty: 827.515991
	Iteration 33Q: 3 clusters Score -582823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -582824.375000 Penalty: 827.515991
	Iteration 34Q: 3 clusters Score -582824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -582824.375000 Penalty: 827.515991
	Iteration 35F: 3 clusters Score -582824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Entering Unmasked Estep 
Score: -873300.312500 Penalty: 436.689575
	Iteration 0F: 2 clusters Score -873300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -863452.000000 Penalty: 873.379150
	Iteration 0F: 3 clusters Score -863452 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -867785.437500 Penalty: 873.379150
	Iteration 1F: 3 clusters Score -867785.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -868235.750000 Penalty: 873.379150
	Iteration 2F: 3 clusters Score -868235.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -868906.937500 Penalty: 873.379150
	Iteration 3F: 3 clusters Score -868906.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -869771.312500 Penalty: 873.379150
	Iteration 4F: 3 clusters Score -869771.3 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -870808.875000 Penalty: 873.379150
	Iteration 5F: 3 clusters Score -870808.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -871657.250000 Penalty: 873.379150
	Iteration 6F: 3 clusters Score -871657.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -872175.375000 Penalty: 873.379150
	Iteration 7F: 3 clusters Score -872175.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -872421.875000 Penalty: 873.379150
	Iteration 8Q: 3 clusters Score -872421.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -872532.062500 Penalty: 873.379150
	Iteration 9Q: 3 clusters Score -872532.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -872585.812500 Penalty: 873.379150
	Iteration 10Q: 3 clusters Score -872585.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -872629.125000 Penalty: 873.379150
	Iteration 11Q: 3 clusters Score -872629.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -872657.625000 Penalty: 873.379150
	Iteration 12Q: 3 clusters Score -872657.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -872678.562500 Penalty: 873.379150
	Iteration 13Q: 3 clusters Score -872678.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -872698.937500 Penalty: 873.379150
	Iteration 14Q: 3 clusters Score -872698.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -872719.437500 Penalty: 873.379150
	Iteration 15Q: 3 clusters Score -872719.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -872737.687500 Penalty: 873.379150
	Iteration 16Q: 3 clusters Score -872737.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -872759.000000 Penalty: 873.379150
	Iteration 17Q: 3 clusters Score -872759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -872782.625000 Penalty: 873.379150
	Iteration 18Q: 3 clusters Score -872782.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -872801.500000 Penalty: 873.379150
	Iteration 19Q: 3 clusters Score -872801.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -872822.062500 Penalty: 873.379150
	Iteration 20F: 3 clusters Score -872822.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -872839.562500 Penalty: 873.379150
	Iteration 21Q: 3 clusters Score -872839.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -872853.750000 Penalty: 873.379150
	Iteration 22Q: 3 clusters Score -872853.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -872867.062500 Penalty: 873.379150
	Iteration 23Q: 3 clusters Score -872867.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -872889.437500 Penalty: 873.379150
	Iteration 24Q: 3 clusters Score -872889.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -872915.812500 Penalty: 873.379150
	Iteration 25Q: 3 clusters Score -872915.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -872941.437500 Penalty: 873.379150
	Iteration 26Q: 3 clusters Score -872941.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -872970.125000 Penalty: 873.379150
	Iteration 27Q: 3 clusters Score -872970.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -873002.500000 Penalty: 873.379150
	Iteration 28Q: 3 clusters Score -873002.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -873042.687500 Penalty: 873.379150
	Iteration 29Q: 3 clusters Score -873042.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -873078.062500 Penalty: 873.379150
	Iteration 30Q: 3 clusters Score -873078.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -873111.187500 Penalty: 873.379150
	Iteration 31Q: 3 clusters Score -873111.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -873137.375000 Penalty: 873.379150
	Iteration 32Q: 3 clusters Score -873137.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -873157.312500 Penalty: 873.379150
	Iteration 33Q: 3 clusters Score -873157.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -873170.062500 Penalty: 873.379150
	Iteration 34Q: 3 clusters Score -873170.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -873185.625000 Penalty: 873.379150
	Iteration 35Q: 3 clusters Score -873185.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -873193.562500 Penalty: 873.379150
	Iteration 36Q: 3 clusters Score -873193.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -873205.937500 Penalty: 873.379150
	Iteration 37Q: 3 clusters Score -873205.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -873217.750000 Penalty: 873.379150
	Iteration 38Q: 3 clusters Score -873217.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -873230.562500 Penalty: 873.379150
	Iteration 39Q: 3 clusters Score -873230.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -873247.937500 Penalty: 873.379150
	Iteration 40F: 3 clusters Score -873247.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -873258.125000 Penalty: 873.379150
	Iteration 41Q: 3 clusters Score -873258.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -873270.437500 Penalty: 873.379150
	Iteration 42Q: 3 clusters Score -873270.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -873282.375000 Penalty: 873.379150
	Iteration 43Q: 3 clusters Score -873282.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -873287.062500 Penalty: 873.379150
	Iteration 44Q: 3 clusters Score -873287.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -873292.062500 Penalty: 873.379150
	Iteration 45Q: 3 clusters Score -873292.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -873294.875000 Penalty: 873.379150
	Iteration 46Q: 3 clusters Score -873294.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -873300.562500 Penalty: 873.379150
	Iteration 47Q: 3 clusters Score -873300.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -873304.125000 Penalty: 873.379150
	Iteration 48Q: 3 clusters Score -873304.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -873308.625000 Penalty: 873.379150
	Iteration 49Q: 3 clusters Score -873308.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -873309.250000 Penalty: 873.379150
	Iteration 50Q: 3 clusters Score -873309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -873309.687500 Penalty: 873.379150
	Iteration 51Q: 3 clusters Score -873309.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -873310.250000 Penalty: 873.379150
	Iteration 52Q: 3 clusters Score -873310.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -873313.125000 Penalty: 873.379150
	Iteration 53Q: 3 clusters Score -873313.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -873314.312500 Penalty: 873.379150
	Iteration 54Q: 3 clusters Score -873314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -873313.312500 Penalty: 873.379150
	Iteration 55Q: 3 clusters Score -873313.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -873313.875000 Penalty: 873.379150
	Iteration 56Q: 3 clusters Score -873313.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -873312.125000 Penalty: 873.379150
	Iteration 57Q: 3 clusters Score -873312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -873316.125000 Penalty: 873.379150
	Iteration 58Q: 3 clusters Score -873316.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -873316.625000 Penalty: 873.379150
	Iteration 59Q: 3 clusters Score -873316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -873316.250000 Penalty: 873.379150
	Iteration 60F: 3 clusters Score -873316.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -873318.375000 Penalty: 873.379150
	Iteration 61Q: 3 clusters Score -873318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -873320.062500 Penalty: 873.379150
	Iteration 62Q: 3 clusters Score -873320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -873320.937500 Penalty: 873.379150
	Iteration 63Q: 3 clusters Score -873320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -873322.000000 Penalty: 873.379150
	Iteration 64Q: 3 clusters Score -873322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -873321.062500 Penalty: 873.379150
	Iteration 65Q: 3 clusters Score -873321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -873323.375000 Penalty: 873.379150
	Iteration 66Q: 3 clusters Score -873323.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -873323.187500 Penalty: 873.379150
	Iteration 67Q: 3 clusters Score -873323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -873324.000000 Penalty: 873.379150
	Iteration 68Q: 3 clusters Score -873324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -873322.875000 Penalty: 873.379150
	Iteration 69Q: 3 clusters Score -873322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -873324.437500 Penalty: 873.379150
	Iteration 70Q: 3 clusters Score -873324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -873324.562500 Penalty: 873.379150
	Iteration 71Q: 3 clusters Score -873324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -873323.812500 Penalty: 873.379150
	Iteration 72Q: 3 clusters Score -873323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -873324.687500 Penalty: 873.379150
	Iteration 73Q: 3 clusters Score -873324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -873324.937500 Penalty: 873.379150
	Iteration 74Q: 3 clusters Score -873324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -873325.187500 Penalty: 873.379150
	Iteration 75Q: 3 clusters Score -873325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -873325.375000 Penalty: 873.379150
	Iteration 76Q: 3 clusters Score -873325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -873326.687500 Penalty: 873.379150
	Iteration 77Q: 3 clusters Score -873326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -873327.625000 Penalty: 873.379150
	Iteration 78Q: 3 clusters Score -873327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -873328.812500 Penalty: 873.379150
	Iteration 79Q: 3 clusters Score -873328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -873332.375000 Penalty: 873.379150
	Iteration 80F: 3 clusters Score -873332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -873329.437500 Penalty: 873.379150
	Iteration 81Q: 3 clusters Score -873329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -873329.625000 Penalty: 873.379150
	Iteration 82Q: 3 clusters Score -873329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -873329.250000 Penalty: 873.379150
	Iteration 83Q: 3 clusters Score -873329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -873327.062500 Penalty: 873.379150
	Iteration 84Q: 3 clusters Score -873327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -873327.375000 Penalty: 873.379150
	Iteration 85Q: 3 clusters Score -873327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -873327.375000 Penalty: 873.379150
	Iteration 86F: 3 clusters Score -873327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 80078 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77832 members 
Mstep: Class 10 contains 7272 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 6166 members 
Mstep: Class 13 contains 44105 members 
Mstep: Class 14 contains 79607 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 65870 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 44152 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8898 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 93285 members 
Mstep: Class 27 contains 44840 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29075 members 
Mstep: Class 32 contains 3721 members 
Mstep: Class 33 contains 9286 members 
Entering Unmasked Estep 
Score: -42232504.000000 Penalty: 20201.414062
Splitting cluster 25 changes total score from -42232500.000000 to -42232504.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (93285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Entering Unmasked Estep 
Score: -5802589.000000 Penalty: 520.675354
	Iteration 0F: 2 clusters Score -5802589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5749431.500000 Penalty: 1041.350708
	Iteration 0F: 3 clusters Score -5749432 nChanged 45619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5777273.500000 Penalty: 1041.350708
	Iteration 1F: 3 clusters Score -5777274 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5778492.500000 Penalty: 1041.350708
	Iteration 2Q: 3 clusters Score -5778492 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5780482.500000 Penalty: 1041.350708
	Iteration 3Q: 3 clusters Score -5780482 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5783862.000000 Penalty: 1041.350708
	Iteration 4F: 3 clusters Score -5783862 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5788757.000000 Penalty: 1041.350708
	Iteration 5F: 3 clusters Score -5788757 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5793890.000000 Penalty: 1041.350708
	Iteration 6F: 3 clusters Score -5793890 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5796441.500000 Penalty: 1041.350708
	Iteration 7F: 3 clusters Score -5796442 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5797279.500000 Penalty: 1041.350708
	Iteration 8Q: 3 clusters Score -5797280 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5797620.000000 Penalty: 1041.350708
	Iteration 9Q: 3 clusters Score -5797620 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5797930.000000 Penalty: 1041.350708
	Iteration 10Q: 3 clusters Score -5797930 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5798149.500000 Penalty: 1041.350708
	Iteration 11Q: 3 clusters Score -5798150 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5798506.500000 Penalty: 1041.350708
	Iteration 12Q: 3 clusters Score -5798506 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5798896.000000 Penalty: 1041.350708
	Iteration 13Q: 3 clusters Score -5798896 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -5799363.500000 Penalty: 1041.350708
	Iteration 14Q: 3 clusters Score -5799364 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5799836.000000 Penalty: 1041.350708
	Iteration 15Q: 3 clusters Score -5799836 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5800283.500000 Penalty: 1041.350708
	Iteration 16Q: 3 clusters Score -5800284 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -5800979.500000 Penalty: 1041.350708
	Iteration 17Q: 3 clusters Score -5800980 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5801998.000000 Penalty: 1041.350708
	Iteration 18Q: 3 clusters Score -5801998 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5802961.000000 Penalty: 1041.350708
	Iteration 19Q: 3 clusters Score -5802961 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5803761.500000 Penalty: 1041.350708
	Iteration 20F: 3 clusters Score -5803762 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -5804153.000000 Penalty: 1041.350708
	Iteration 21Q: 3 clusters Score -5804153 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5804048.000000 Penalty: 1041.350708
	Iteration 22Q: 3 clusters Score -5804048 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -5803926.500000 Penalty: 1041.350708
	Iteration 23Q: 3 clusters Score -5803926 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5803420.000000 Penalty: 1041.350708
	Iteration 24Q: 3 clusters Score -5803420 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5803147.000000 Penalty: 1041.350708
	Iteration 25Q: 3 clusters Score -5803147 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5802987.000000 Penalty: 1041.350708
	Iteration 26Q: 3 clusters Score -5802987 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5802879.000000 Penalty: 1041.350708
	Iteration 27Q: 3 clusters Score -5802879 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5802839.000000 Penalty: 1041.350708
	Iteration 28Q: 3 clusters Score -5802839 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5802700.000000 Penalty: 1041.350708
	Iteration 29Q: 3 clusters Score -5802700 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5802519.500000 Penalty: 1041.350708
	Iteration 30Q: 3 clusters Score -5802520 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5802440.500000 Penalty: 1041.350708
	Iteration 31Q: 3 clusters Score -5802440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5802382.500000 Penalty: 1041.350708
	Iteration 32Q: 3 clusters Score -5802382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5802331.500000 Penalty: 1041.350708
	Iteration 33Q: 3 clusters Score -5802332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5802340.000000 Penalty: 1041.350708
	Iteration 34Q: 3 clusters Score -5802340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5802292.000000 Penalty: 1041.350708
	Iteration 35Q: 3 clusters Score -5802292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5802291.000000 Penalty: 1041.350708
	Iteration 36Q: 3 clusters Score -5802291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5802271.500000 Penalty: 1041.350708
	Iteration 37Q: 3 clusters Score -5802272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5802271.000000 Penalty: 1041.350708
	Iteration 38Q: 3 clusters Score -5802271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5802264.500000 Penalty: 1041.350708
	Iteration 39Q: 3 clusters Score -5802264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5802268.000000 Penalty: 1041.350708
	Iteration 40F: 3 clusters Score -5802268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5802266.500000 Penalty: 1041.350708
	Iteration 41Q: 3 clusters Score -5802266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5802279.500000 Penalty: 1041.350708
	Iteration 42Q: 3 clusters Score -5802280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5802277.000000 Penalty: 1041.350708
	Iteration 43Q: 3 clusters Score -5802277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5802278.000000 Penalty: 1041.350708
	Iteration 44Q: 3 clusters Score -5802278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5802278.000000 Penalty: 1041.350708
	Iteration 45Q: 3 clusters Score -5802278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5802294.000000 Penalty: 1041.350708
	Iteration 46Q: 3 clusters Score -5802294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5802300.000000 Penalty: 1041.350708
	Iteration 47Q: 3 clusters Score -5802300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5802294.000000 Penalty: 1041.350708
	Iteration 48Q: 3 clusters Score -5802294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5802280.000000 Penalty: 1041.350708
	Iteration 49Q: 3 clusters Score -5802280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5802291.500000 Penalty: 1041.350708
	Iteration 50Q: 3 clusters Score -5802292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5802290.500000 Penalty: 1041.350708
	Iteration 51Q: 3 clusters Score -5802290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5802293.500000 Penalty: 1041.350708
	Iteration 52Q: 3 clusters Score -5802294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5802301.500000 Penalty: 1041.350708
	Iteration 53Q: 3 clusters Score -5802302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5802298.500000 Penalty: 1041.350708
	Iteration 54Q: 3 clusters Score -5802298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5802296.500000 Penalty: 1041.350708
	Iteration 55Q: 3 clusters Score -5802296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5802298.500000 Penalty: 1041.350708
	Iteration 56Q: 3 clusters Score -5802298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5802292.000000 Penalty: 1041.350708
	Iteration 57Q: 3 clusters Score -5802292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5802298.000000 Penalty: 1041.350708
	Iteration 58Q: 3 clusters Score -5802298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5802298.000000 Penalty: 1041.350708
	Iteration 59F: 3 clusters Score -5802298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Entering Unmasked Estep 
Score: -2921098.000000 Penalty: 487.343933
	Iteration 0F: 2 clusters Score -2921098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2892126.500000 Penalty: 974.687866
	Iteration 0F: 3 clusters Score -2892126 nChanged 21780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2906355.250000 Penalty: 974.687866
	Iteration 1F: 3 clusters Score -2906355 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2907914.500000 Penalty: 974.687866
	Iteration 2F: 3 clusters Score -2907914 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2910265.750000 Penalty: 974.687866
	Iteration 3F: 3 clusters Score -2910266 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2912740.750000 Penalty: 974.687866
	Iteration 4F: 3 clusters Score -2912741 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2914134.500000 Penalty: 974.687866
	Iteration 5F: 3 clusters Score -2914134 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2914602.250000 Penalty: 974.687866
	Iteration 6Q: 3 clusters Score -2914602 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2914820.750000 Penalty: 974.687866
	Iteration 7Q: 3 clusters Score -2914821 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2914994.000000 Penalty: 974.687866
	Iteration 8Q: 3 clusters Score -2914994 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2915155.500000 Penalty: 974.687866
	Iteration 9Q: 3 clusters Score -2915156 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2915332.500000 Penalty: 974.687866
	Iteration 10Q: 3 clusters Score -2915332 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2915553.750000 Penalty: 974.687866
	Iteration 11Q: 3 clusters Score -2915554 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -2915770.250000 Penalty: 974.687866
	Iteration 12Q: 3 clusters Score -2915770 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2915980.750000 Penalty: 974.687866
	Iteration 13Q: 3 clusters Score -2915981 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -2916171.250000 Penalty: 974.687866
	Iteration 14Q: 3 clusters Score -2916171 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2916365.750000 Penalty: 974.687866
	Iteration 15Q: 3 clusters Score -2916366 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2916551.000000 Penalty: 974.687866
	Iteration 16Q: 3 clusters Score -2916551 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -2916762.750000 Penalty: 974.687866
	Iteration 17Q: 3 clusters Score -2916763 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2916978.750000 Penalty: 974.687866
	Iteration 18Q: 3 clusters Score -2916979 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2917183.000000 Penalty: 974.687866
	Iteration 19Q: 3 clusters Score -2917183 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -2917358.000000 Penalty: 974.687866
	Iteration 20F: 3 clusters Score -2917358 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -2917524.000000 Penalty: 974.687866
	Iteration 21Q: 3 clusters Score -2917524 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2917660.250000 Penalty: 974.687866
	Iteration 22Q: 3 clusters Score -2917660 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -2917772.750000 Penalty: 974.687866
	Iteration 23Q: 3 clusters Score -2917773 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2917914.000000 Penalty: 974.687866
	Iteration 24Q: 3 clusters Score -2917914 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2918013.250000 Penalty: 974.687866
	Iteration 25Q: 3 clusters Score -2918013 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2918106.250000 Penalty: 974.687866
	Iteration 26Q: 3 clusters Score -2918106 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2918172.500000 Penalty: 974.687866
	Iteration 27Q: 3 clusters Score -2918172 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2918253.750000 Penalty: 974.687866
	Iteration 28Q: 3 clusters Score -2918254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2918310.500000 Penalty: 974.687866
	Iteration 29Q: 3 clusters Score -2918310 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2918371.250000 Penalty: 974.687866
	Iteration 30Q: 3 clusters Score -2918371 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -2918418.250000 Penalty: 974.687866
	Iteration 31Q: 3 clusters Score -2918418 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2918458.000000 Penalty: 974.687866
	Iteration 32Q: 3 clusters Score -2918458 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2918478.500000 Penalty: 974.687866
	Iteration 33Q: 3 clusters Score -2918478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -2918497.250000 Penalty: 974.687866
	Iteration 34Q: 3 clusters Score -2918497 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2918519.250000 Penalty: 974.687866
	Iteration 35Q: 3 clusters Score -2918519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -2918531.500000 Penalty: 974.687866
	Iteration 36Q: 3 clusters Score -2918532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2918541.500000 Penalty: 974.687866
	Iteration 37Q: 3 clusters Score -2918542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2918543.000000 Penalty: 974.687866
	Iteration 38Q: 3 clusters Score -2918543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -2918540.750000 Penalty: 974.687866
	Iteration 39Q: 3 clusters Score -2918541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -2918542.750000 Penalty: 974.687866
	Iteration 40F: 3 clusters Score -2918543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -2918547.250000 Penalty: 974.687866
	Iteration 41Q: 3 clusters Score -2918547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -2918548.250000 Penalty: 974.687866
	Iteration 42Q: 3 clusters Score -2918548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -2918549.000000 Penalty: 974.687866
	Iteration 43Q: 3 clusters Score -2918549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -2918550.500000 Penalty: 974.687866
	Iteration 44Q: 3 clusters Score -2918550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2918550.250000 Penalty: 974.687866
	Iteration 45Q: 3 clusters Score -2918550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -2918549.750000 Penalty: 974.687866
	Iteration 46Q: 3 clusters Score -2918550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -2918551.750000 Penalty: 974.687866
	Iteration 47Q: 3 clusters Score -2918552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -2918553.250000 Penalty: 974.687866
	Iteration 48Q: 3 clusters Score -2918553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2918553.500000 Penalty: 974.687866
	Iteration 49Q: 3 clusters Score -2918554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2918548.500000 Penalty: 974.687866
	Iteration 50Q: 3 clusters Score -2918548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2918553.750000 Penalty: 974.687866
	Iteration 51Q: 3 clusters Score -2918554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -2918556.000000 Penalty: 974.687866
	Iteration 52Q: 3 clusters Score -2918556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2918558.500000 Penalty: 974.687866
	Iteration 53Q: 3 clusters Score -2918558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -2918559.500000 Penalty: 974.687866
	Iteration 54Q: 3 clusters Score -2918560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2918560.750000 Penalty: 974.687866
	Iteration 55Q: 3 clusters Score -2918561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -2918559.250000 Penalty: 974.687866
	Iteration 56Q: 3 clusters Score -2918559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -2918558.500000 Penalty: 974.687866
	Iteration 57Q: 3 clusters Score -2918558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -2918557.750000 Penalty: 974.687866
	Iteration 58Q: 3 clusters Score -2918558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -2918559.000000 Penalty: 974.687866
	Iteration 59Q: 3 clusters Score -2918559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -2918560.000000 Penalty: 974.687866
	Iteration 60F: 3 clusters Score -2918560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -51058.957031 Penalty: 308.744232
	Iteration 0F: 2 clusters Score -51058.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50292.218750 Penalty: 617.488464
	Iteration 0F: 3 clusters Score -50292.22 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50489.710938 Penalty: 617.488464
	Iteration 1F: 3 clusters Score -50489.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50532.800781 Penalty: 617.488464
	Iteration 2F: 3 clusters Score -50532.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50556.941406 Penalty: 617.488464
	Iteration 3F: 3 clusters Score -50556.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50579.367188 Penalty: 617.488464
	Iteration 4Q: 3 clusters Score -50579.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50595.398438 Penalty: 617.488464
	Iteration 5Q: 3 clusters Score -50595.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50601.757812 Penalty: 617.488464
	Iteration 6Q: 3 clusters Score -50601.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50606.312500 Penalty: 617.488464
	Iteration 7Q: 3 clusters Score -50606.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50612.328125 Penalty: 617.488464
	Iteration 8Q: 3 clusters Score -50612.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50618.921875 Penalty: 617.488464
	Iteration 9Q: 3 clusters Score -50618.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50621.738281 Penalty: 617.488464
	Iteration 10Q: 3 clusters Score -50621.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50623.410156 Penalty: 617.488464
	Iteration 11Q: 3 clusters Score -50623.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50624.933594 Penalty: 617.488464
	Iteration 12Q: 3 clusters Score -50624.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50625.285156 Penalty: 617.488464
	Iteration 13Q: 3 clusters Score -50625.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50625.285156 Penalty: 617.488464
	Iteration 14F: 3 clusters Score -50625.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -117102.703125 Penalty: 340.844482
	Iteration 0F: 2 clusters Score -117102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -115787.125000 Penalty: 681.688965
	Iteration 0F: 3 clusters Score -115787.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -116183.164062 Penalty: 681.688965
	Iteration 1F: 3 clusters Score -116183.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -116278.703125 Penalty: 681.688965
	Iteration 2F: 3 clusters Score -116278.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -116393.953125 Penalty: 681.688965
	Iteration 3F: 3 clusters Score -116394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -116529.468750 Penalty: 681.688965
	Iteration 4F: 3 clusters Score -116529.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -116617.843750 Penalty: 681.688965
	Iteration 5F: 3 clusters Score -116617.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -116684.289062 Penalty: 681.688965
	Iteration 6Q: 3 clusters Score -116684.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -116719.976562 Penalty: 681.688965
	Iteration 7Q: 3 clusters Score -116720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -116745.453125 Penalty: 681.688965
	Iteration 8Q: 3 clusters Score -116745.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -116764.046875 Penalty: 681.688965
	Iteration 9Q: 3 clusters Score -116764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -116772.429688 Penalty: 681.688965
	Iteration 10Q: 3 clusters Score -116772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -116777.703125 Penalty: 681.688965
	Iteration 11Q: 3 clusters Score -116777.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -116782.367188 Penalty: 681.688965
	Iteration 12Q: 3 clusters Score -116782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -116792.476562 Penalty: 681.688965
	Iteration 13Q: 3 clusters Score -116792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -116799.132812 Penalty: 681.688965
	Iteration 14Q: 3 clusters Score -116799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -116803.984375 Penalty: 681.688965
	Iteration 15Q: 3 clusters Score -116804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -116806.812500 Penalty: 681.688965
	Iteration 16Q: 3 clusters Score -116806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -116809.828125 Penalty: 681.688965
	Iteration 17Q: 3 clusters Score -116809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -116812.203125 Penalty: 681.688965
	Iteration 18Q: 3 clusters Score -116812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -116812.203125 Penalty: 681.688965
	Iteration 19F: 3 clusters Score -116812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -88275.718750 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -88275.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87223.765625 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -87223.77 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87588.187500 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -87588.19 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87658.992188 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -87658.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -87698.468750 Penalty: 657.319885
	Iteration 3Q: 3 clusters Score -87698.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -87733.640625 Penalty: 657.319885
	Iteration 4F: 3 clusters Score -87733.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87767.906250 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -87767.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87816.203125 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -87816.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87844.867188 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -87844.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -87862.734375 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -87862.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -87883.828125 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -87883.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -87902.578125 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -87902.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -87912.195312 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -87912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87919.789062 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -87919.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -87924.921875 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -87924.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -87932.601562 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -87932.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -87936.359375 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -87936.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -87937.867188 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -87937.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -87938.523438 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -87938.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -87938.945312 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -87938.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -87939.242188 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -87939.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -87939.335938 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -87939.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -87939.570312 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -87939.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -87939.734375 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -87939.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -87939.734375 Penalty: 657.319885
	Iteration 23F: 3 clusters Score -87939.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Entering Unmasked Estep 
Score: -1895855.500000 Penalty: 467.632324
	Iteration 0F: 2 clusters Score -1895856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1876583.875000 Penalty: 935.264648
	Iteration 0F: 3 clusters Score -1876584 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1884713.500000 Penalty: 935.264648
	Iteration 1F: 3 clusters Score -1884714 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1885012.625000 Penalty: 935.264648
	Iteration 2Q: 3 clusters Score -1885013 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1885366.125000 Penalty: 935.264648
	Iteration 3Q: 3 clusters Score -1885366 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1885896.625000 Penalty: 935.264648
	Iteration 4Q: 3 clusters Score -1885897 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1886680.000000 Penalty: 935.264648
	Iteration 5F: 3 clusters Score -1886680 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1887866.875000 Penalty: 935.264648
	Iteration 6F: 3 clusters Score -1887867 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1889438.750000 Penalty: 935.264648
	Iteration 7F: 3 clusters Score -1889439 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1891269.500000 Penalty: 935.264648
	Iteration 8F: 3 clusters Score -1891270 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1892834.750000 Penalty: 935.264648
	Iteration 9F: 3 clusters Score -1892835 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -1893924.750000 Penalty: 935.264648
	Iteration 10Q: 3 clusters Score -1893925 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -1894607.250000 Penalty: 935.264648
	Iteration 11Q: 3 clusters Score -1894607 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -1895011.750000 Penalty: 935.264648
	Iteration 12Q: 3 clusters Score -1895012 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -1895270.625000 Penalty: 935.264648
	Iteration 13Q: 3 clusters Score -1895271 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -1895412.375000 Penalty: 935.264648
	Iteration 14Q: 3 clusters Score -1895412 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -1895508.250000 Penalty: 935.264648
	Iteration 15Q: 3 clusters Score -1895508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -1895558.375000 Penalty: 935.264648
	Iteration 16Q: 3 clusters Score -1895558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -1895586.875000 Penalty: 935.264648
	Iteration 17Q: 3 clusters Score -1895587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -1895609.000000 Penalty: 935.264648
	Iteration 18Q: 3 clusters Score -1895609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -1895613.625000 Penalty: 935.264648
	Iteration 19Q: 3 clusters Score -1895614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -1895616.625000 Penalty: 935.264648
	Iteration 20F: 3 clusters Score -1895617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -1895617.625000 Penalty: 935.264648
	Iteration 21Q: 3 clusters Score -1895618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -1895620.500000 Penalty: 935.264648
	Iteration 22Q: 3 clusters Score -1895620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -1895620.625000 Penalty: 935.264648
	Iteration 23Q: 3 clusters Score -1895621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -1895621.125000 Penalty: 935.264648
	Iteration 24Q: 3 clusters Score -1895621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -1895621.125000 Penalty: 935.264648
	Iteration 25F: 3 clusters Score -1895621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -240610.968750 Penalty: 374.089508
	Iteration 0F: 2 clusters Score -240611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -238071.953125 Penalty: 748.179016
	Iteration 0F: 3 clusters Score -238072 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -239010.093750 Penalty: 748.179016
	Iteration 1F: 3 clusters Score -239010.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -239178.546875 Penalty: 748.179016
	Iteration 2F: 3 clusters Score -239178.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -239372.203125 Penalty: 748.179016
	Iteration 3F: 3 clusters Score -239372.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -239560.171875 Penalty: 748.179016
	Iteration 4F: 3 clusters Score -239560.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -239754.203125 Penalty: 748.179016
	Iteration 5F: 3 clusters Score -239754.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -239890.296875 Penalty: 748.179016
	Iteration 6F: 3 clusters Score -239890.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -239972.921875 Penalty: 748.179016
	Iteration 7Q: 3 clusters Score -239972.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -240008.234375 Penalty: 748.179016
	Iteration 8Q: 3 clusters Score -240008.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -240029.062500 Penalty: 748.179016
	Iteration 9Q: 3 clusters Score -240029.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -240046.140625 Penalty: 748.179016
	Iteration 10Q: 3 clusters Score -240046.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -240061.078125 Penalty: 748.179016
	Iteration 11Q: 3 clusters Score -240061.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -240076.609375 Penalty: 748.179016
	Iteration 12Q: 3 clusters Score -240076.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -240090.203125 Penalty: 748.179016
	Iteration 13Q: 3 clusters Score -240090.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -240106.015625 Penalty: 748.179016
	Iteration 14Q: 3 clusters Score -240106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -240119.171875 Penalty: 748.179016
	Iteration 15Q: 3 clusters Score -240119.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -240131.578125 Penalty: 748.179016
	Iteration 16Q: 3 clusters Score -240131.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -240146.718750 Penalty: 748.179016
	Iteration 17Q: 3 clusters Score -240146.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -240161.312500 Penalty: 748.179016
	Iteration 18Q: 3 clusters Score -240161.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -240179.515625 Penalty: 748.179016
	Iteration 19Q: 3 clusters Score -240179.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -240193.015625 Penalty: 748.179016
	Iteration 20F: 3 clusters Score -240193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -240202.281250 Penalty: 748.179016
	Iteration 21Q: 3 clusters Score -240202.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -240209.734375 Penalty: 748.179016
	Iteration 22Q: 3 clusters Score -240209.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -240212.437500 Penalty: 748.179016
	Iteration 23Q: 3 clusters Score -240212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -240215.703125 Penalty: 748.179016
	Iteration 24Q: 3 clusters Score -240215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -240217.484375 Penalty: 748.179016
	Iteration 25Q: 3 clusters Score -240217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -240218.359375 Penalty: 748.179016
	Iteration 26Q: 3 clusters Score -240218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -240220.328125 Penalty: 748.179016
	Iteration 27Q: 3 clusters Score -240220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -240221.765625 Penalty: 748.179016
	Iteration 28Q: 3 clusters Score -240221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -240222.328125 Penalty: 748.179016
	Iteration 29Q: 3 clusters Score -240222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -240223.578125 Penalty: 748.179016
	Iteration 30Q: 3 clusters Score -240223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -240224.328125 Penalty: 748.179016
	Iteration 31Q: 3 clusters Score -240224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -240225.171875 Penalty: 748.179016
	Iteration 32Q: 3 clusters Score -240225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -240225.109375 Penalty: 748.179016
	Iteration 33Q: 3 clusters Score -240225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -240226.828125 Penalty: 748.179016
	Iteration 34Q: 3 clusters Score -240226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -240229.687500 Penalty: 748.179016
	Iteration 35Q: 3 clusters Score -240229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -240233.328125 Penalty: 748.179016
	Iteration 36Q: 3 clusters Score -240233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -240239.921875 Penalty: 748.179016
	Iteration 37Q: 3 clusters Score -240239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -240243.031250 Penalty: 748.179016
	Iteration 38Q: 3 clusters Score -240243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -240244.781250 Penalty: 748.179016
	Iteration 39Q: 3 clusters Score -240244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -240247.718750 Penalty: 748.179016
	Iteration 40F: 3 clusters Score -240247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -240249.218750 Penalty: 748.179016
	Iteration 41Q: 3 clusters Score -240249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -240249.437500 Penalty: 748.179016
	Iteration 42Q: 3 clusters Score -240249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -240249.421875 Penalty: 748.179016
	Iteration 43Q: 3 clusters Score -240249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -240249.421875 Penalty: 748.179016
	Iteration 44F: 3 clusters Score -240249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 80078 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77832 members 
Mstep: Class 10 contains 7272 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 6166 members 
Mstep: Class 13 contains 44105 members 
Mstep: Class 14 contains 79607 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 65870 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 44152 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8898 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 93285 members 
Mstep: Class 27 contains 44840 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29075 members 
Mstep: Class 32 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 34 clusters Score -4.223273e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 80078 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6624 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77807 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 6177 members 
Mstep: Class 13 contains 44104 members 
Mstep: Class 14 contains 79587 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 65992 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 44156 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 15952 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10888 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8897 members 
Mstep: Class 25 contains 5474 members 
Mstep: Class 26 contains 93289 members 
Mstep: Class 27 contains 44856 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29064 members 
Mstep: Class 32 contains 3746 members 
Mstep: Class 33 contains 9194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233068.000000 Penalty: 20201.414062
Iteration 160F: 34 clusters Score -4.223307e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 80079 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77805 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 14 contains 79563 members 
Mstep: Class 15 contains 30220 members 
Mstep: Class 16 contains 65816 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 44156 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 15934 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10819 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8891 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 93291 members 
Mstep: Class 27 contains 44875 members 
Mstep: Class 28 contains 841 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29063 members 
Mstep: Class 32 contains 3760 members 
Mstep: Class 33 contains 9421 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 34 clusters Score -4.223316e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 80073 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 7621 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 632 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77797 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 44107 members 
Mstep: Class 14 contains 79544 members 
Mstep: Class 15 contains 30221 members 
Mstep: Class 16 contains 65717 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 44149 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 15911 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10745 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8878 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 93297 members 
Mstep: Class 27 contains 44894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 1370 members 
Mstep: Class 31 contains 29065 members 
Mstep: Class 32 contains 3772 members 
Mstep: Class 33 contains 9558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233268.000000 Penalty: 20201.414062
Iteration 162Q: 34 clusters Score -4.223327e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 80064 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77759 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 6215 members 
Mstep: Class 13 contains 44107 members 
Mstep: Class 14 contains 79546 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 65658 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 44141 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10664 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8867 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 93301 members 
Mstep: Class 27 contains 44914 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 1370 members 
Mstep: Class 31 contains 29066 members 
Mstep: Class 32 contains 3782 members 
Mstep: Class 33 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233360.000000 Penalty: 20201.414062
Iteration 163Q: 34 clusters Score -4.223336e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 80057 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77714 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 79540 members 
Mstep: Class 15 contains 30221 members 
Mstep: Class 16 contains 65593 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 44136 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10591 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8859 members 
Mstep: Class 25 contains 5624 members 
Mstep: Class 26 contains 93307 members 
Mstep: Class 27 contains 44925 members 
Mstep: Class 28 contains 789 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 29059 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 9823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233360.000000 Penalty: 20201.414062
Iteration 164Q: 34 clusters Score -4.223336e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 80047 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77673 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 79545 members 
Mstep: Class 15 contains 30224 members 
Mstep: Class 16 contains 65542 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 44131 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8848 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 93300 members 
Mstep: Class 27 contains 44939 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 1800 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29056 members 
Mstep: Class 32 contains 3795 members 
Mstep: Class 33 contains 9944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233348.000000 Penalty: 20201.414062
Iteration 165Q: 34 clusters Score -4.223335e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 80035 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77650 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 79549 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 44123 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15857 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8838 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 93303 members 
Mstep: Class 27 contains 44948 members 
Mstep: Class 28 contains 766 members 
Mstep: Class 29 contains 1802 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29044 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 10057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233356.000000 Penalty: 20201.414062
Iteration 166Q: 34 clusters Score -4.223336e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 80029 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77619 members 
Mstep: Class 10 contains 7087 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 44111 members 
Mstep: Class 14 contains 79542 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 44116 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15853 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10380 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 8831 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 93303 members 
Mstep: Class 27 contains 44955 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29032 members 
Mstep: Class 32 contains 3803 members 
Mstep: Class 33 contains 10145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233416.000000 Penalty: 20201.414062
Iteration 167Q: 34 clusters Score -4.223342e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 80023 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6602 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77608 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6292 members 
Mstep: Class 13 contains 44112 members 
Mstep: Class 14 contains 79507 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 65493 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 44114 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15843 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10306 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8824 members 
Mstep: Class 25 contains 5730 members 
Mstep: Class 26 contains 93282 members 
Mstep: Class 27 contains 44973 members 
Mstep: Class 28 contains 753 members 
Mstep: Class 29 contains 1800 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29023 members 
Mstep: Class 32 contains 3806 members 
Mstep: Class 33 contains 10236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233612.000000 Penalty: 20201.414062
Iteration 168Q: 34 clusters Score -4.223361e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 80029 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6602 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77605 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6302 members 
Mstep: Class 13 contains 44112 members 
Mstep: Class 14 contains 79470 members 
Mstep: Class 15 contains 30236 members 
Mstep: Class 16 contains 65486 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44109 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10235 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8821 members 
Mstep: Class 25 contains 5747 members 
Mstep: Class 26 contains 93279 members 
Mstep: Class 27 contains 44982 members 
Mstep: Class 28 contains 748 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29012 members 
Mstep: Class 32 contains 3810 members 
Mstep: Class 33 contains 10326 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 34 clusters Score -4.223364e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 80046 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77609 members 
Mstep: Class 10 contains 7025 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6308 members 
Mstep: Class 13 contains 44111 members 
Mstep: Class 14 contains 79406 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 65473 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44107 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10170 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 93287 members 
Mstep: Class 27 contains 44986 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29013 members 
Mstep: Class 32 contains 3813 members 
Mstep: Class 33 contains 10412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 34 clusters Score -4.223363e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 80070 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 7991 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77617 members 
Mstep: Class 10 contains 7001 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6318 members 
Mstep: Class 13 contains 44108 members 
Mstep: Class 14 contains 79341 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 65453 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 44102 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 15834 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 8814 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 93291 members 
Mstep: Class 27 contains 44990 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 29016 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 10500 members 
Entering Unmasked Estep 
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Score: -42233660.000000 Penalty: 20201.414062
Iteration 171Q: 34 clusters Score -4.223366e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 80061 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77617 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 6326 members 
Mstep: Class 13 contains 44108 members 
Mstep: Class 14 contains 79304 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 65443 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 44102 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 15825 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8812 members 
Mstep: Class 25 contains 5772 members 
Mstep: Class 26 contains 93291 members 
Mstep: Class 27 contains 44988 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1373 members 
Mstep: Class 31 contains 29017 members 
Mstep: Class 32 contains 3825 members 
Mstep: Class 33 contains 10584 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 34 clusters Score -4.223366e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 80086 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6602 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77606 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 79248 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 65433 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 44101 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15815 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9969 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8808 members 
Mstep: Class 25 contains 5774 members 
Mstep: Class 26 contains 93275 members 
Mstep: Class 27 contains 44998 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1373 members 
Mstep: Class 31 contains 29017 members 
Mstep: Class 32 contains 3829 members 
Mstep: Class 33 contains 10667 members 
Entering Unmasked Estep 
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Iteration 173Q: 34 clusters Score -4.223354e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 80111 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 8147 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77607 members 
Mstep: Class 10 contains 6906 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 44110 members 
Mstep: Class 14 contains 79196 members 
Mstep: Class 15 contains 30231 members 
Mstep: Class 16 contains 65430 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44091 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9915 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8803 members 
Mstep: Class 25 contains 5772 members 
Mstep: Class 26 contains 93254 members 
Mstep: Class 27 contains 44995 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1374 members 
Mstep: Class 31 contains 29016 members 
Mstep: Class 32 contains 3831 members 
Mstep: Class 33 contains 10739 members 
Entering Unmasked Estep 
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Iteration 174Q: 34 clusters Score -4.223354e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 80118 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77608 members 
Mstep: Class 10 contains 6879 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6362 members 
Mstep: Class 13 contains 44108 members 
Mstep: Class 14 contains 79130 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 65431 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44095 members 
Mstep: Class 19 contains 1804 members 
Mstep: Class 20 contains 15820 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9870 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8801 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 93248 members 
Mstep: Class 27 contains 44985 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 1797 members 
Mstep: Class 30 contains 1375 members 
Mstep: Class 31 contains 29011 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 10806 members 
Entering Unmasked Estep 
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Iteration 175Q: 34 clusters Score -4.223354e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 80122 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77614 members 
Mstep: Class 10 contains 6857 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 79083 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 65404 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 44086 members 
Mstep: Class 19 contains 1804 members 
Mstep: Class 20 contains 15814 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9834 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8798 members 
Mstep: Class 25 contains 5767 members 
Mstep: Class 26 contains 93254 members 
Mstep: Class 27 contains 44980 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 29010 members 
Mstep: Class 32 contains 3841 members 
Mstep: Class 33 contains 10863 members 
Entering Unmasked Estep 
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Iteration 176Q: 34 clusters Score -4.223348e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 80146 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 669 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77602 members 
Mstep: Class 10 contains 6830 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 6387 members 
Mstep: Class 13 contains 44111 members 
Mstep: Class 14 contains 79024 members 
Mstep: Class 15 contains 30234 members 
Mstep: Class 16 contains 65379 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 44096 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 15814 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9797 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8797 members 
Mstep: Class 25 contains 5774 members 
Mstep: Class 26 contains 93237 members 
Mstep: Class 27 contains 44984 members 
Mstep: Class 28 contains 740 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 29001 members 
Mstep: Class 32 contains 3846 members 
Mstep: Class 33 contains 10911 members 
Entering Unmasked Estep 
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Iteration 177Q: 34 clusters Score -4.223357e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 80166 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77594 members 
Mstep: Class 10 contains 6803 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 78980 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 65351 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 44100 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15821 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9766 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 8793 members 
Mstep: Class 25 contains 5776 members 
Mstep: Class 26 contains 93228 members 
Mstep: Class 27 contains 44985 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 28993 members 
Mstep: Class 32 contains 3847 members 
Mstep: Class 33 contains 10965 members 
Entering Unmasked Estep 
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Iteration 178Q: 34 clusters Score -4.223355e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 80171 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 8387 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77589 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 44116 members 
Mstep: Class 14 contains 78959 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 65335 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44107 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 15826 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9733 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 5783 members 
Mstep: Class 26 contains 93225 members 
Mstep: Class 27 contains 44976 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 28986 members 
Mstep: Class 32 contains 3848 members 
Mstep: Class 33 contains 11010 members 
Entering Unmasked Estep 
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Iteration 179Q: 34 clusters Score -4.223362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 80178 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 8446 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77608 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 78916 members 
Mstep: Class 15 contains 30231 members 
Mstep: Class 16 contains 65315 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 44112 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 15824 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 93226 members 
Mstep: Class 27 contains 44973 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 1377 members 
Mstep: Class 31 contains 28980 members 
Mstep: Class 32 contains 3848 members 
Mstep: Class 33 contains 11054 members 
Entering Unmasked Estep 
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Iteration 180F: 34 clusters Score -4.223355e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 80189 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 8515 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77616 members 
Mstep: Class 10 contains 6682 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 78863 members 
Mstep: Class 15 contains 30231 members 
Mstep: Class 16 contains 65292 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44124 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 15820 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 8793 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 93226 members 
Mstep: Class 27 contains 44968 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1800 members 
Mstep: Class 30 contains 1377 members 
Mstep: Class 31 contains 28977 members 
Mstep: Class 32 contains 3848 members 
Mstep: Class 33 contains 11093 members 
Entering Unmasked Estep 
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Iteration 181Q: 34 clusters Score -4.223362e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 80208 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 8587 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77603 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 44111 members 
Mstep: Class 14 contains 78826 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 65263 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44136 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 15819 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9619 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 8790 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 93231 members 
Mstep: Class 27 contains 44964 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 1378 members 
Mstep: Class 31 contains 28972 members 
Mstep: Class 32 contains 3849 members 
Mstep: Class 33 contains 11129 members 
Entering Unmasked Estep 
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Iteration 182Q: 34 clusters Score -4.223366e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 80217 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 8666 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77598 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6429 members 
Mstep: Class 13 contains 44108 members 
Mstep: Class 14 contains 78797 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 65235 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44133 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 15813 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9597 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8788 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 93229 members 
Mstep: Class 27 contains 44960 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1804 members 
Mstep: Class 30 contains 1380 members 
Mstep: Class 31 contains 28969 members 
Mstep: Class 32 contains 3850 members 
Mstep: Class 33 contains 11159 members 
Entering Unmasked Estep 
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Iteration 183Q: 34 clusters Score -4.223378e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 80225 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77589 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 14 contains 78786 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 65240 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 44129 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 15820 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9560 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 93217 members 
Mstep: Class 27 contains 44951 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1806 members 
Mstep: Class 30 contains 1381 members 
Mstep: Class 31 contains 28964 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 11193 members 
Entering Unmasked Estep 
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Iteration 184Q: 34 clusters Score -4.22338e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 80227 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77561 members 
Mstep: Class 10 contains 6500 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 14 contains 78779 members 
Mstep: Class 15 contains 30236 members 
Mstep: Class 16 contains 65235 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 44132 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 15818 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9525 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8780 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 93214 members 
Mstep: Class 27 contains 44947 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 28966 members 
Mstep: Class 32 contains 3857 members 
Mstep: Class 33 contains 11237 members 
Entering Unmasked Estep 
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Iteration 185Q: 34 clusters Score -4.22339e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 80205 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77536 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 6443 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 14 contains 78774 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 65227 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 44138 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15813 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9495 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8777 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 93221 members 
Mstep: Class 27 contains 44946 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 28965 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 11280 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -4.223395e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 80191 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77530 members 
Mstep: Class 10 contains 6403 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 44102 members 
Mstep: Class 14 contains 78768 members 
Mstep: Class 15 contains 30242 members 
Mstep: Class 16 contains 65209 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 44146 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 15815 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9475 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 8773 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 93218 members 
Mstep: Class 27 contains 44946 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28965 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 11322 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -4.223394e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 80190 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77536 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 6440 members 
Mstep: Class 13 contains 44098 members 
Mstep: Class 14 contains 78758 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 65187 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 44152 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 15820 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9443 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8770 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 93218 members 
Mstep: Class 27 contains 44947 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28964 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 11360 members 
Entering Unmasked Estep 
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Iteration 188Q: 34 clusters Score -4.223394e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 80193 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6596 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77533 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 6443 members 
Mstep: Class 13 contains 44097 members 
Mstep: Class 14 contains 78742 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 65187 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 44159 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 15829 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8769 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 93206 members 
Mstep: Class 27 contains 44940 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28965 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 11390 members 
Entering Unmasked Estep 
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Iteration 189Q: 34 clusters Score -4.2234e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 80200 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9117 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77526 members 
Mstep: Class 10 contains 6264 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 44097 members 
Mstep: Class 14 contains 78727 members 
Mstep: Class 15 contains 30238 members 
Mstep: Class 16 contains 65178 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 44155 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 15833 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9372 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 93209 members 
Mstep: Class 27 contains 44934 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28964 members 
Mstep: Class 32 contains 3861 members 
Mstep: Class 33 contains 11419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233956.000000 Penalty: 20201.414062
Iteration 190Q: 34 clusters Score -4.223396e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 80208 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77513 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 14 contains 78734 members 
Mstep: Class 15 contains 30236 members 
Mstep: Class 16 contains 65182 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 44156 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9329 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 93200 members 
Mstep: Class 27 contains 44931 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28967 members 
Mstep: Class 32 contains 3864 members 
Mstep: Class 33 contains 11442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233964.000000 Penalty: 20201.414062
Iteration 191Q: 34 clusters Score -4.223396e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 80220 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 9210 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77506 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 14 contains 78735 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 65174 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 44158 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 15838 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9303 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 93196 members 
Mstep: Class 27 contains 44929 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28965 members 
Mstep: Class 32 contains 3866 members 
Mstep: Class 33 contains 11468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233984.000000 Penalty: 20201.414062
Iteration 192Q: 34 clusters Score -4.223398e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 80226 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 9250 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 744 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77493 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 14 contains 78727 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 65166 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 44167 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8759 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 93204 members 
Mstep: Class 27 contains 44932 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28965 members 
Mstep: Class 32 contains 3866 members 
Mstep: Class 33 contains 11501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234044.000000 Penalty: 20201.414062
Iteration 193Q: 34 clusters Score -4.223404e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 80227 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 9294 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 747 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77491 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 44087 members 
Mstep: Class 14 contains 78731 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 65177 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 44177 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8759 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 93195 members 
Mstep: Class 27 contains 44930 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28962 members 
Mstep: Class 32 contains 3871 members 
Mstep: Class 33 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 194Q: 34 clusters Score -4.223408e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 80218 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9351 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77491 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 44088 members 
Mstep: Class 14 contains 78731 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 65192 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 44181 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9132 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 93196 members 
Mstep: Class 27 contains 44930 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28955 members 
Mstep: Class 32 contains 3875 members 
Mstep: Class 33 contains 11572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 195Q: 34 clusters Score -4.223408e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 80210 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9408 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77505 members 
Mstep: Class 10 contains 5997 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6485 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 14 contains 78721 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 65200 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 44191 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 15830 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 9067 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 93192 members 
Mstep: Class 27 contains 44932 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28945 members 
Mstep: Class 32 contains 3875 members 
Mstep: Class 33 contains 11606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 196Q: 34 clusters Score -4.223406e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 80204 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77510 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 44088 members 
Mstep: Class 14 contains 78727 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 65210 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 44200 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 15828 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 93188 members 
Mstep: Class 27 contains 44934 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28939 members 
Mstep: Class 32 contains 3876 members 
Mstep: Class 33 contains 11644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234004.000000 Penalty: 20201.414062
Iteration 197Q: 34 clusters Score -4.2234e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 80190 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9499 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77528 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 44090 members 
Mstep: Class 14 contains 78740 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 65194 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 44202 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15829 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 8928 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 8745 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 93193 members 
Mstep: Class 27 contains 44934 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28935 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 11677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234036.000000 Penalty: 20201.414062
Iteration 198Q: 34 clusters Score -4.223404e+07 nChanged 490
Entering ConstructFrom: 
Score: -42234036.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Entering Unmasked Estep 
Score: -680818.312500 Penalty: 423.066650
	Iteration 0F: 2 clusters Score -680818.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -673569.625000 Penalty: 846.133301
	Iteration 0F: 3 clusters Score -673569.6 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -676465.187500 Penalty: 846.133301
	Iteration 1F: 3 clusters Score -676465.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -676674.375000 Penalty: 846.133301
	Iteration 2F: 3 clusters Score -676674.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -676895.250000 Penalty: 846.133301
	Iteration 3F: 3 clusters Score -676895.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -677155.687500 Penalty: 846.133301
	Iteration 4F: 3 clusters Score -677155.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -677442.875000 Penalty: 846.133301
	Iteration 5F: 3 clusters Score -677442.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -677807.687500 Penalty: 846.133301
	Iteration 6F: 3 clusters Score -677807.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -678169.375000 Penalty: 846.133301
	Iteration 7Q: 3 clusters Score -678169.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -678532.562500 Penalty: 846.133301
	Iteration 8Q: 3 clusters Score -678532.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -678767.125000 Penalty: 846.133301
	Iteration 9Q: 3 clusters Score -678767.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -678896.062500 Penalty: 846.133301
	Iteration 10Q: 3 clusters Score -678896.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -679005.875000 Penalty: 846.133301
	Iteration 11Q: 3 clusters Score -679005.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -679129.687500 Penalty: 846.133301
	Iteration 12Q: 3 clusters Score -679129.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -679256.062500 Penalty: 846.133301
	Iteration 13Q: 3 clusters Score -679256.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -679369.187500 Penalty: 846.133301
	Iteration 14Q: 3 clusters Score -679369.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -679475.125000 Penalty: 846.133301
	Iteration 15Q: 3 clusters Score -679475.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -679576.000000 Penalty: 846.133301
	Iteration 16Q: 3 clusters Score -679576 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -679696.125000 Penalty: 846.133301
	Iteration 17Q: 3 clusters Score -679696.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -679795.187500 Penalty: 846.133301
	Iteration 18Q: 3 clusters Score -679795.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -679879.812500 Penalty: 846.133301
	Iteration 19Q: 3 clusters Score -679879.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -679960.687500 Penalty: 846.133301
	Iteration 20F: 3 clusters Score -679960.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -680033.562500 Penalty: 846.133301
	Iteration 21Q: 3 clusters Score -680033.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -680104.000000 Penalty: 846.133301
	Iteration 22Q: 3 clusters Score -680104 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -680183.187500 Penalty: 846.133301
	Iteration 23Q: 3 clusters Score -680183.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -680252.937500 Penalty: 846.133301
	Iteration 24Q: 3 clusters Score -680252.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -680297.500000 Penalty: 846.133301
	Iteration 25Q: 3 clusters Score -680297.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -680333.187500 Penalty: 846.133301
	Iteration 26Q: 3 clusters Score -680333.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -680351.312500 Penalty: 846.133301
	Iteration 27Q: 3 clusters Score -680351.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -680368.437500 Penalty: 846.133301
	Iteration 28Q: 3 clusters Score -680368.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -680384.875000 Penalty: 846.133301
	Iteration 29Q: 3 clusters Score -680384.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -680401.937500 Penalty: 846.133301
	Iteration 30Q: 3 clusters Score -680401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -680413.312500 Penalty: 846.133301
	Iteration 31Q: 3 clusters Score -680413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -680421.750000 Penalty: 846.133301
	Iteration 32Q: 3 clusters Score -680421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -680424.000000 Penalty: 846.133301
	Iteration 33Q: 3 clusters Score -680424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -680426.437500 Penalty: 846.133301
	Iteration 34Q: 3 clusters Score -680426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -680427.812500 Penalty: 846.133301
	Iteration 35Q: 3 clusters Score -680427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -680432.000000 Penalty: 846.133301
	Iteration 36Q: 3 clusters Score -680432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -680434.625000 Penalty: 846.133301
	Iteration 37Q: 3 clusters Score -680434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -680436.125000 Penalty: 846.133301
	Iteration 38Q: 3 clusters Score -680436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -680439.812500 Penalty: 846.133301
	Iteration 39Q: 3 clusters Score -680439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -680440.500000 Penalty: 846.133301
	Iteration 40F: 3 clusters Score -680440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -680440.500000 Penalty: 846.133301
	Iteration 41Q: 3 clusters Score -680440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -680441.937500 Penalty: 846.133301
	Iteration 42Q: 3 clusters Score -680441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -680443.062500 Penalty: 846.133301
	Iteration 43Q: 3 clusters Score -680443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -680442.937500 Penalty: 846.133301
	Iteration 44Q: 3 clusters Score -680442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -680446.500000 Penalty: 846.133301
	Iteration 45Q: 3 clusters Score -680446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -680446.875000 Penalty: 846.133301
	Iteration 46Q: 3 clusters Score -680446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -680446.562500 Penalty: 846.133301
	Iteration 47Q: 3 clusters Score -680446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -680447.375000 Penalty: 846.133301
	Iteration 48Q: 3 clusters Score -680447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -680447.875000 Penalty: 846.133301
	Iteration 49Q: 3 clusters Score -680447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -680447.875000 Penalty: 846.133301
	Iteration 50F: 3 clusters Score -680447.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Entering Unmasked Estep 
Score: -5063226.500000 Penalty: 513.798096
	Iteration 0F: 2 clusters Score -5063226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5010659.000000 Penalty: 1027.596191
	Iteration 0F: 3 clusters Score -5010659 nChanged 38971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -5034303.500000 Penalty: 1027.596191
	Iteration 1F: 3 clusters Score -5034304 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5035234.000000 Penalty: 1027.596191
	Iteration 2Q: 3 clusters Score -5035234 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5036636.500000 Penalty: 1027.596191
	Iteration 3Q: 3 clusters Score -5036636 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -5038876.500000 Penalty: 1027.596191
	Iteration 4F: 3 clusters Score -5038876 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -5042707.000000 Penalty: 1027.596191
	Iteration 5F: 3 clusters Score -5042707 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5047159.000000 Penalty: 1027.596191
	Iteration 6F: 3 clusters Score -5047159 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5049463.500000 Penalty: 1027.596191
	Iteration 7F: 3 clusters Score -5049464 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5050114.500000 Penalty: 1027.596191
	Iteration 8Q: 3 clusters Score -5050114 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -5050269.500000 Penalty: 1027.596191
	Iteration 9Q: 3 clusters Score -5050270 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -5050503.000000 Penalty: 1027.596191
	Iteration 10Q: 3 clusters Score -5050503 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5050685.000000 Penalty: 1027.596191
	Iteration 11Q: 3 clusters Score -5050685 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -5050892.000000 Penalty: 1027.596191
	Iteration 12Q: 3 clusters Score -5050892 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5051065.000000 Penalty: 1027.596191
	Iteration 13Q: 3 clusters Score -5051065 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5051292.500000 Penalty: 1027.596191
	Iteration 14Q: 3 clusters Score -5051292 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -5051522.500000 Penalty: 1027.596191
	Iteration 15Q: 3 clusters Score -5051522 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5051789.000000 Penalty: 1027.596191
	Iteration 16Q: 3 clusters Score -5051789 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5052120.000000 Penalty: 1027.596191
	Iteration 17Q: 3 clusters Score -5052120 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -5052448.000000 Penalty: 1027.596191
	Iteration 18Q: 3 clusters Score -5052448 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5052781.500000 Penalty: 1027.596191
	Iteration 19Q: 3 clusters Score -5052782 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5053194.000000 Penalty: 1027.596191
	Iteration 20F: 3 clusters Score -5053194 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5053691.000000 Penalty: 1027.596191
	Iteration 21Q: 3 clusters Score -5053691 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5054199.000000 Penalty: 1027.596191
	Iteration 22Q: 3 clusters Score -5054199 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5054806.500000 Penalty: 1027.596191
	Iteration 23Q: 3 clusters Score -5054806 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -5055496.500000 Penalty: 1027.596191
	Iteration 24Q: 3 clusters Score -5055496 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -5056273.000000 Penalty: 1027.596191
	Iteration 25Q: 3 clusters Score -5056273 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -5057099.000000 Penalty: 1027.596191
	Iteration 26Q: 3 clusters Score -5057099 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5057862.500000 Penalty: 1027.596191
	Iteration 27Q: 3 clusters Score -5057862 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -5058681.500000 Penalty: 1027.596191
	Iteration 28Q: 3 clusters Score -5058682 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5059447.500000 Penalty: 1027.596191
	Iteration 29Q: 3 clusters Score -5059448 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -5060328.500000 Penalty: 1027.596191
	Iteration 30Q: 3 clusters Score -5060328 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5060946.000000 Penalty: 1027.596191
	Iteration 31Q: 3 clusters Score -5060946 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5061449.000000 Penalty: 1027.596191
	Iteration 32Q: 3 clusters Score -5061449 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5061869.000000 Penalty: 1027.596191
	Iteration 33Q: 3 clusters Score -5061869 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5062194.000000 Penalty: 1027.596191
	Iteration 34Q: 3 clusters Score -5062194 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5062371.500000 Penalty: 1027.596191
	Iteration 35Q: 3 clusters Score -5062372 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5062527.000000 Penalty: 1027.596191
	Iteration 36Q: 3 clusters Score -5062527 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5062623.500000 Penalty: 1027.596191
	Iteration 37Q: 3 clusters Score -5062624 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5062711.500000 Penalty: 1027.596191
	Iteration 38Q: 3 clusters Score -5062712 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5062764.500000 Penalty: 1027.596191
	Iteration 39Q: 3 clusters Score -5062764 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5062800.000000 Penalty: 1027.596191
	Iteration 40F: 3 clusters Score -5062800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5062846.500000 Penalty: 1027.596191
	Iteration 41Q: 3 clusters Score -5062846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5062856.000000 Penalty: 1027.596191
	Iteration 42Q: 3 clusters Score -5062856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5062882.500000 Penalty: 1027.596191
	Iteration 43Q: 3 clusters Score -5062882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5062875.500000 Penalty: 1027.596191
	Iteration 44Q: 3 clusters Score -5062876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5062845.500000 Penalty: 1027.596191
	Iteration 45Q: 3 clusters Score -5062846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5062869.000000 Penalty: 1027.596191
	Iteration 46Q: 3 clusters Score -5062869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5062861.000000 Penalty: 1027.596191
	Iteration 47Q: 3 clusters Score -5062861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5062861.000000 Penalty: 1027.596191
	Iteration 48Q: 3 clusters Score -5062861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5062871.000000 Penalty: 1027.596191
	Iteration 49Q: 3 clusters Score -5062871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5062869.500000 Penalty: 1027.596191
	Iteration 50Q: 3 clusters Score -5062870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5062870.500000 Penalty: 1027.596191
	Iteration 51Q: 3 clusters Score -5062870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5062872.500000 Penalty: 1027.596191
	Iteration 52Q: 3 clusters Score -5062872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5062887.500000 Penalty: 1027.596191
	Iteration 53Q: 3 clusters Score -5062888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5062891.000000 Penalty: 1027.596191
	Iteration 54Q: 3 clusters Score -5062891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5062886.000000 Penalty: 1027.596191
	Iteration 55Q: 3 clusters Score -5062886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5062878.500000 Penalty: 1027.596191
	Iteration 56Q: 3 clusters Score -5062878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5062881.500000 Penalty: 1027.596191
	Iteration 57Q: 3 clusters Score -5062882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5062883.500000 Penalty: 1027.596191
	Iteration 58Q: 3 clusters Score -5062884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5062883.000000 Penalty: 1027.596191
	Iteration 59Q: 3 clusters Score -5062883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5062880.500000 Penalty: 1027.596191
	Iteration 60F: 3 clusters Score -5062880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5062883.500000 Penalty: 1027.596191
	Iteration 61Q: 3 clusters Score -5062884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5062890.000000 Penalty: 1027.596191
	Iteration 62Q: 3 clusters Score -5062890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5062884.000000 Penalty: 1027.596191
	Iteration 63Q: 3 clusters Score -5062884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5062871.000000 Penalty: 1027.596191
	Iteration 64Q: 3 clusters Score -5062871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5062876.500000 Penalty: 1027.596191
	Iteration 65Q: 3 clusters Score -5062876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5062880.000000 Penalty: 1027.596191
	Iteration 66Q: 3 clusters Score -5062880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5062876.500000 Penalty: 1027.596191
	Iteration 67Q: 3 clusters Score -5062876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5062877.000000 Penalty: 1027.596191
	Iteration 68Q: 3 clusters Score -5062877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5062877.000000 Penalty: 1027.596191
	Iteration 69Q: 3 clusters Score -5062877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5062874.500000 Penalty: 1027.596191
	Iteration 70Q: 3 clusters Score -5062874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5062876.000000 Penalty: 1027.596191
	Iteration 71Q: 3 clusters Score -5062876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5062874.000000 Penalty: 1027.596191
	Iteration 72Q: 3 clusters Score -5062874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5062873.500000 Penalty: 1027.596191
	Iteration 73Q: 3 clusters Score -5062874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5062874.000000 Penalty: 1027.596191
	Iteration 74Q: 3 clusters Score -5062874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5062877.000000 Penalty: 1027.596191
	Iteration 75Q: 3 clusters Score -5062877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5062890.500000 Penalty: 1027.596191
	Iteration 76Q: 3 clusters Score -5062890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5062895.500000 Penalty: 1027.596191
	Iteration 77Q: 3 clusters Score -5062896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5062885.000000 Penalty: 1027.596191
	Iteration 78Q: 3 clusters Score -5062885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5062885.000000 Penalty: 1027.596191
	Iteration 79F: 3 clusters Score -5062885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1743.632935 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1743.633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1813.118164 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1813.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1818.876587 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1818.877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1818.876587 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1818.877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -429339.687500 Penalty: 400.130066
	Iteration 0F: 2 clusters Score -429339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -424952.281250 Penalty: 800.260132
	Iteration 0F: 3 clusters Score -424952.3 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -426728.937500 Penalty: 800.260132
	Iteration 1F: 3 clusters Score -426728.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -427006.750000 Penalty: 800.260132
	Iteration 2F: 3 clusters Score -427006.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -427346.343750 Penalty: 800.260132
	Iteration 3F: 3 clusters Score -427346.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -427748.375000 Penalty: 800.260132
	Iteration 4F: 3 clusters Score -427748.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -428165.531250 Penalty: 800.260132
	Iteration 5F: 3 clusters Score -428165.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -428596.500000 Penalty: 800.260132
	Iteration 6F: 3 clusters Score -428596.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -428891.406250 Penalty: 800.260132
	Iteration 7Q: 3 clusters Score -428891.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -428990.500000 Penalty: 800.260132
	Iteration 8Q: 3 clusters Score -428990.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -429013.625000 Penalty: 800.260132
	Iteration 9Q: 3 clusters Score -429013.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -429031.656250 Penalty: 800.260132
	Iteration 10Q: 3 clusters Score -429031.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -429039.468750 Penalty: 800.260132
	Iteration 11Q: 3 clusters Score -429039.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -429046.281250 Penalty: 800.260132
	Iteration 12Q: 3 clusters Score -429046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -429051.000000 Penalty: 800.260132
	Iteration 13Q: 3 clusters Score -429051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -429056.125000 Penalty: 800.260132
	Iteration 14Q: 3 clusters Score -429056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -429061.156250 Penalty: 800.260132
	Iteration 15Q: 3 clusters Score -429061.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -429064.250000 Penalty: 800.260132
	Iteration 16Q: 3 clusters Score -429064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -429065.937500 Penalty: 800.260132
	Iteration 17Q: 3 clusters Score -429065.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -429065.687500 Penalty: 800.260132
	Iteration 18Q: 3 clusters Score -429065.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -429067.062500 Penalty: 800.260132
	Iteration 19Q: 3 clusters Score -429067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -429069.562500 Penalty: 800.260132
	Iteration 20F: 3 clusters Score -429069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -429069.093750 Penalty: 800.260132
	Iteration 21Q: 3 clusters Score -429069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -429070.031250 Penalty: 800.260132
	Iteration 22Q: 3 clusters Score -429070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -429071.562500 Penalty: 800.260132
	Iteration 23Q: 3 clusters Score -429071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -429073.750000 Penalty: 800.260132
	Iteration 24Q: 3 clusters Score -429073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -429076.250000 Penalty: 800.260132
	Iteration 25Q: 3 clusters Score -429076.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -429076.812500 Penalty: 800.260132
	Iteration 26Q: 3 clusters Score -429076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -429077.250000 Penalty: 800.260132
	Iteration 27Q: 3 clusters Score -429077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -429078.406250 Penalty: 800.260132
	Iteration 28Q: 3 clusters Score -429078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -429078.593750 Penalty: 800.260132
	Iteration 29Q: 3 clusters Score -429078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -429077.906250 Penalty: 800.260132
	Iteration 30Q: 3 clusters Score -429077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -429078.031250 Penalty: 800.260132
	Iteration 31Q: 3 clusters Score -429078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -429078.031250 Penalty: 800.260132
	Iteration 32Q: 3 clusters Score -429078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -429078.281250 Penalty: 800.260132
	Iteration 33Q: 3 clusters Score -429078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -429078.843750 Penalty: 800.260132
	Iteration 34Q: 3 clusters Score -429078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -429078.156250 Penalty: 800.260132
	Iteration 35Q: 3 clusters Score -429078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -429078.156250 Penalty: 800.260132
	Iteration 36F: 3 clusters Score -429078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Entering Unmasked Estep 
Score: -610353.812500 Penalty: 416.903961
	Iteration 0F: 2 clusters Score -610353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -604006.250000 Penalty: 833.807922
	Iteration 0F: 3 clusters Score -604006.2 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -606513.375000 Penalty: 833.807922
	Iteration 1F: 3 clusters Score -606513.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -606651.312500 Penalty: 833.807922
	Iteration 2Q: 3 clusters Score -606651.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -606811.312500 Penalty: 833.807922
	Iteration 3Q: 3 clusters Score -606811.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -607013.375000 Penalty: 833.807922
	Iteration 4Q: 3 clusters Score -607013.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -607304.187500 Penalty: 833.807922
	Iteration 5F: 3 clusters Score -607304.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -607708.000000 Penalty: 833.807922
	Iteration 6F: 3 clusters Score -607708 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -608203.500000 Penalty: 833.807922
	Iteration 7F: 3 clusters Score -608203.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -608719.187500 Penalty: 833.807922
	Iteration 8F: 3 clusters Score -608719.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -609084.062500 Penalty: 833.807922
	Iteration 9Q: 3 clusters Score -609084.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -609268.562500 Penalty: 833.807922
	Iteration 10Q: 3 clusters Score -609268.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -609412.875000 Penalty: 833.807922
	Iteration 11Q: 3 clusters Score -609412.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -609527.187500 Penalty: 833.807922
	Iteration 12Q: 3 clusters Score -609527.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -609609.750000 Penalty: 833.807922
	Iteration 13Q: 3 clusters Score -609609.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -609676.125000 Penalty: 833.807922
	Iteration 14Q: 3 clusters Score -609676.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -609724.562500 Penalty: 833.807922
	Iteration 15Q: 3 clusters Score -609724.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -609767.875000 Penalty: 833.807922
	Iteration 16Q: 3 clusters Score -609767.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -609806.375000 Penalty: 833.807922
	Iteration 17Q: 3 clusters Score -609806.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -609839.000000 Penalty: 833.807922
	Iteration 18Q: 3 clusters Score -609839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -609864.000000 Penalty: 833.807922
	Iteration 19Q: 3 clusters Score -609864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -609882.000000 Penalty: 833.807922
	Iteration 20F: 3 clusters Score -609882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -609902.687500 Penalty: 833.807922
	Iteration 21Q: 3 clusters Score -609902.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -609920.250000 Penalty: 833.807922
	Iteration 22Q: 3 clusters Score -609920.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -609933.000000 Penalty: 833.807922
	Iteration 23Q: 3 clusters Score -609933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -609937.625000 Penalty: 833.807922
	Iteration 24Q: 3 clusters Score -609937.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -609940.750000 Penalty: 833.807922
	Iteration 25Q: 3 clusters Score -609940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -609945.687500 Penalty: 833.807922
	Iteration 26Q: 3 clusters Score -609945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -609949.312500 Penalty: 833.807922
	Iteration 27Q: 3 clusters Score -609949.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -609951.812500 Penalty: 833.807922
	Iteration 28Q: 3 clusters Score -609951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -609956.312500 Penalty: 833.807922
	Iteration 29Q: 3 clusters Score -609956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -609959.812500 Penalty: 833.807922
	Iteration 30Q: 3 clusters Score -609959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -609960.562500 Penalty: 833.807922
	Iteration 31Q: 3 clusters Score -609960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -609964.437500 Penalty: 833.807922
	Iteration 32Q: 3 clusters Score -609964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -609966.187500 Penalty: 833.807922
	Iteration 33Q: 3 clusters Score -609966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -609967.562500 Penalty: 833.807922
	Iteration 34Q: 3 clusters Score -609967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -609970.000000 Penalty: 833.807922
	Iteration 35Q: 3 clusters Score -609970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -609971.437500 Penalty: 833.807922
	Iteration 36Q: 3 clusters Score -609971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -609972.500000 Penalty: 833.807922
	Iteration 37Q: 3 clusters Score -609972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -609972.500000 Penalty: 833.807922
	Iteration 38F: 3 clusters Score -609972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -180745.921875 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -180745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -178556.531250 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -178556.5 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -179429.890625 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -179429.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -179580.406250 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -179580.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179671.359375 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -179671.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179752.562500 Penalty: 733.824707
	Iteration 4Q: 3 clusters Score -179752.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -179847.437500 Penalty: 733.824707
	Iteration 5Q: 3 clusters Score -179847.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -179935.359375 Penalty: 733.824707
	Iteration 6Q: 3 clusters Score -179935.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -180004.375000 Penalty: 733.824707
	Iteration 7Q: 3 clusters Score -180004.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180067.328125 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -180067.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -180135.718750 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -180135.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180180.562500 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -180180.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -180213.078125 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -180213.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -180246.875000 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -180246.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -180267.578125 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -180267.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -180291.281250 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -180291.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -180306.437500 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -180306.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -180321.312500 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -180321.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -180341.031250 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -180341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -180357.921875 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -180357.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -180370.312500 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -180370.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -180384.812500 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -180384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -180397.109375 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -180397.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -180409.968750 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -180410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -180422.093750 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -180422.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -180428.781250 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -180428.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -180431.812500 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -180431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -180432.703125 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -180432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -180434.671875 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -180434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -180435.843750 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -180435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -180436.453125 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -180436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180436.953125 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -180437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180436.953125 Penalty: 733.824707
	Iteration 31F: 3 clusters Score -180437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -47097.726562 Penalty: 303.635040
	Iteration 0F: 2 clusters Score -47097.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46418.722656 Penalty: 607.270081
	Iteration 0F: 3 clusters Score -46418.72 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46579.933594 Penalty: 607.270081
	Iteration 1F: 3 clusters Score -46579.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46607.042969 Penalty: 607.270081
	Iteration 2F: 3 clusters Score -46607.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46624.867188 Penalty: 607.270081
	Iteration 3Q: 3 clusters Score -46624.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46634.960938 Penalty: 607.270081
	Iteration 4Q: 3 clusters Score -46634.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46647.742188 Penalty: 607.270081
	Iteration 5Q: 3 clusters Score -46647.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46667.609375 Penalty: 607.270081
	Iteration 6Q: 3 clusters Score -46667.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46689.660156 Penalty: 607.270081
	Iteration 7Q: 3 clusters Score -46689.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46706.136719 Penalty: 607.270081
	Iteration 8Q: 3 clusters Score -46706.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46730.281250 Penalty: 607.270081
	Iteration 9Q: 3 clusters Score -46730.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46754.859375 Penalty: 607.270081
	Iteration 10Q: 3 clusters Score -46754.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -46775.449219 Penalty: 607.270081
	Iteration 11Q: 3 clusters Score -46775.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46783.667969 Penalty: 607.270081
	Iteration 12Q: 3 clusters Score -46783.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46789.351562 Penalty: 607.270081
	Iteration 13Q: 3 clusters Score -46789.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46794.945312 Penalty: 607.270081
	Iteration 14Q: 3 clusters Score -46794.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46800.210938 Penalty: 607.270081
	Iteration 15Q: 3 clusters Score -46800.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46808.777344 Penalty: 607.270081
	Iteration 16Q: 3 clusters Score -46808.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46818.402344 Penalty: 607.270081
	Iteration 17Q: 3 clusters Score -46818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -46822.132812 Penalty: 607.270081
	Iteration 18Q: 3 clusters Score -46822.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -46826.003906 Penalty: 607.270081
	Iteration 19Q: 3 clusters Score -46826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -46830.156250 Penalty: 607.270081
	Iteration 20F: 3 clusters Score -46830.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -46836.070312 Penalty: 607.270081
	Iteration 21Q: 3 clusters Score -46836.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46839.726562 Penalty: 607.270081
	Iteration 22Q: 3 clusters Score -46839.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -46844.488281 Penalty: 607.270081
	Iteration 23Q: 3 clusters Score -46844.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -46852.664062 Penalty: 607.270081
	Iteration 24Q: 3 clusters Score -46852.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -46858.089844 Penalty: 607.270081
	Iteration 25Q: 3 clusters Score -46858.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -46870.281250 Penalty: 607.270081
	Iteration 26Q: 3 clusters Score -46870.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -46873.050781 Penalty: 607.270081
	Iteration 27Q: 3 clusters Score -46873.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -46879.015625 Penalty: 607.270081
	Iteration 28Q: 3 clusters Score -46879.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46880.515625 Penalty: 607.270081
	Iteration 29Q: 3 clusters Score -46880.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -46880.582031 Penalty: 607.270081
	Iteration 30Q: 3 clusters Score -46880.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -46880.582031 Penalty: 607.270081
	Iteration 31F: 3 clusters Score -46880.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4530.121094 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4530.121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4628.812012 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4628.812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4649.116211 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4649.116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4668.704102 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4668.704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4680.560059 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4680.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4689.671387 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4689.671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4693.610840 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4693.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4694.549316 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -4694.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4694.549316 Penalty: 437.165894
	Iteration 8F: 3 clusters Score -4694.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Entering Unmasked Estep 
Score: -4856752.500000 Penalty: 512.255737
	Iteration 0F: 2 clusters Score -4856752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -4806109.000000 Penalty: 1024.511475
	Iteration 0F: 3 clusters Score -4806109 nChanged 37988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -4828657.000000 Penalty: 1024.511475
	Iteration 1F: 3 clusters Score -4828657 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4829501.000000 Penalty: 1024.511475
	Iteration 2Q: 3 clusters Score -4829501 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -4830675.000000 Penalty: 1024.511475
	Iteration 3Q: 3 clusters Score -4830675 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -4832401.500000 Penalty: 1024.511475
	Iteration 4Q: 3 clusters Score -4832402 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4834877.000000 Penalty: 1024.511475
	Iteration 5F: 3 clusters Score -4834877 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -4838446.000000 Penalty: 1024.511475
	Iteration 6F: 3 clusters Score -4838446 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -4842148.500000 Penalty: 1024.511475
	Iteration 7F: 3 clusters Score -4842148 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -4844419.000000 Penalty: 1024.511475
	Iteration 8F: 3 clusters Score -4844419 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -4845194.500000 Penalty: 1024.511475
	Iteration 9Q: 3 clusters Score -4845194 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -4845468.500000 Penalty: 1024.511475
	Iteration 10Q: 3 clusters Score -4845468 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -4845717.500000 Penalty: 1024.511475
	Iteration 11Q: 3 clusters Score -4845718 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -4845866.000000 Penalty: 1024.511475
	Iteration 12Q: 3 clusters Score -4845866 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -4846043.500000 Penalty: 1024.511475
	Iteration 13Q: 3 clusters Score -4846044 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -4846270.000000 Penalty: 1024.511475
	Iteration 14Q: 3 clusters Score -4846270 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -4846515.500000 Penalty: 1024.511475
	Iteration 15Q: 3 clusters Score -4846516 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -4846702.500000 Penalty: 1024.511475
	Iteration 16Q: 3 clusters Score -4846702 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -4846957.000000 Penalty: 1024.511475
	Iteration 17Q: 3 clusters Score -4846957 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -4847234.000000 Penalty: 1024.511475
	Iteration 18Q: 3 clusters Score -4847234 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -4847478.000000 Penalty: 1024.511475
	Iteration 19Q: 3 clusters Score -4847478 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -4847787.500000 Penalty: 1024.511475
	Iteration 20F: 3 clusters Score -4847788 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -4848157.500000 Penalty: 1024.511475
	Iteration 21Q: 3 clusters Score -4848158 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -4848542.500000 Penalty: 1024.511475
	Iteration 22Q: 3 clusters Score -4848542 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -4848996.500000 Penalty: 1024.511475
	Iteration 23Q: 3 clusters Score -4848996 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -4849545.500000 Penalty: 1024.511475
	Iteration 24Q: 3 clusters Score -4849546 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -4850081.500000 Penalty: 1024.511475
	Iteration 25Q: 3 clusters Score -4850082 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -4850629.500000 Penalty: 1024.511475
	Iteration 26Q: 3 clusters Score -4850630 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -4851111.500000 Penalty: 1024.511475
	Iteration 27Q: 3 clusters Score -4851112 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -4851653.500000 Penalty: 1024.511475
	Iteration 28Q: 3 clusters Score -4851654 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -4852250.500000 Penalty: 1024.511475
	Iteration 29Q: 3 clusters Score -4852250 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -4852747.500000 Penalty: 1024.511475
	Iteration 30Q: 3 clusters Score -4852748 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -4853281.500000 Penalty: 1024.511475
	Iteration 31Q: 3 clusters Score -4853282 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -4853768.500000 Penalty: 1024.511475
	Iteration 32Q: 3 clusters Score -4853768 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -4854208.000000 Penalty: 1024.511475
	Iteration 33Q: 3 clusters Score -4854208 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -4854576.500000 Penalty: 1024.511475
	Iteration 34Q: 3 clusters Score -4854576 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -4854930.500000 Penalty: 1024.511475
	Iteration 35Q: 3 clusters Score -4854930 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -4855260.000000 Penalty: 1024.511475
	Iteration 36Q: 3 clusters Score -4855260 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -4855521.500000 Penalty: 1024.511475
	Iteration 37Q: 3 clusters Score -4855522 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -4855750.000000 Penalty: 1024.511475
	Iteration 38Q: 3 clusters Score -4855750 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -4855883.500000 Penalty: 1024.511475
	Iteration 39Q: 3 clusters Score -4855884 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -4855972.500000 Penalty: 1024.511475
	Iteration 40F: 3 clusters Score -4855972 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -4856091.000000 Penalty: 1024.511475
	Iteration 41Q: 3 clusters Score -4856091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -4856170.500000 Penalty: 1024.511475
	Iteration 42Q: 3 clusters Score -4856170 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -4856260.500000 Penalty: 1024.511475
	Iteration 43Q: 3 clusters Score -4856260 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -4856303.500000 Penalty: 1024.511475
	Iteration 44Q: 3 clusters Score -4856304 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
Score: -4856331.000000 Penalty: 1024.511475
	Iteration 45Q: 3 clusters Score -4856331 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -4856335.500000 Penalty: 1024.511475
	Iteration 46Q: 3 clusters Score -4856336 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -4856340.000000 Penalty: 1024.511475
	Iteration 47Q: 3 clusters Score -4856340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -4856365.000000 Penalty: 1024.511475
	Iteration 48Q: 3 clusters Score -4856365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -4856380.000000 Penalty: 1024.511475
	Iteration 49Q: 3 clusters Score -4856380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -4856429.000000 Penalty: 1024.511475
	Iteration 50Q: 3 clusters Score -4856429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -4856406.500000 Penalty: 1024.511475
	Iteration 51Q: 3 clusters Score -4856406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -4856401.000000 Penalty: 1024.511475
	Iteration 52Q: 3 clusters Score -4856401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -4856410.500000 Penalty: 1024.511475
	Iteration 53Q: 3 clusters Score -4856410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -4856411.000000 Penalty: 1024.511475
	Iteration 54Q: 3 clusters Score -4856411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -4856397.500000 Penalty: 1024.511475
	Iteration 55Q: 3 clusters Score -4856398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -4856404.000000 Penalty: 1024.511475
	Iteration 56Q: 3 clusters Score -4856404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4856407.500000 Penalty: 1024.511475
	Iteration 57Q: 3 clusters Score -4856408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -4856405.500000 Penalty: 1024.511475
	Iteration 58Q: 3 clusters Score -4856406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -4856406.500000 Penalty: 1024.511475
	Iteration 59Q: 3 clusters Score -4856406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -4856407.000000 Penalty: 1024.511475
	Iteration 60F: 3 clusters Score -4856407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -4856415.500000 Penalty: 1024.511475
	Iteration 61Q: 3 clusters Score -4856416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -4856416.500000 Penalty: 1024.511475
	Iteration 62Q: 3 clusters Score -4856416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -4856424.500000 Penalty: 1024.511475
	Iteration 63Q: 3 clusters Score -4856424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -4856422.500000 Penalty: 1024.511475
	Iteration 64Q: 3 clusters Score -4856422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -4856421.500000 Penalty: 1024.511475
	Iteration 65Q: 3 clusters Score -4856422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -4856424.000000 Penalty: 1024.511475
	Iteration 66Q: 3 clusters Score -4856424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -4856427.000000 Penalty: 1024.511475
	Iteration 67Q: 3 clusters Score -4856427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -4856424.000000 Penalty: 1024.511475
	Iteration 68Q: 3 clusters Score -4856424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -4856418.000000 Penalty: 1024.511475
	Iteration 69Q: 3 clusters Score -4856418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -4856422.500000 Penalty: 1024.511475
	Iteration 70Q: 3 clusters Score -4856422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -4856422.000000 Penalty: 1024.511475
	Iteration 71Q: 3 clusters Score -4856422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -4856420.000000 Penalty: 1024.511475
	Iteration 72Q: 3 clusters Score -4856420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -4856420.000000 Penalty: 1024.511475
	Iteration 73Q: 3 clusters Score -4856420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -4856420.000000 Penalty: 1024.511475
	Iteration 74F: 3 clusters Score -4856420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Entering Unmasked Estep 
Score: -369596.875000 Penalty: 394.800262
	Iteration 0F: 2 clusters Score -369596.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -365637.125000 Penalty: 789.600525
	Iteration 0F: 3 clusters Score -365637.1 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -367136.156250 Penalty: 789.600525
	Iteration 1F: 3 clusters Score -367136.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -367295.468750 Penalty: 789.600525
	Iteration 2F: 3 clusters Score -367295.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -367552.437500 Penalty: 789.600525
	Iteration 3F: 3 clusters Score -367552.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -367982.031250 Penalty: 789.600525
	Iteration 4F: 3 clusters Score -367982 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -368512.781250 Penalty: 789.600525
	Iteration 5F: 3 clusters Score -368512.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -368976.093750 Penalty: 789.600525
	Iteration 6F: 3 clusters Score -368976.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -369257.812500 Penalty: 789.600525
	Iteration 7Q: 3 clusters Score -369257.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -369410.500000 Penalty: 789.600525
	Iteration 8Q: 3 clusters Score -369410.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -369496.000000 Penalty: 789.600525
	Iteration 9Q: 3 clusters Score -369496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -369525.156250 Penalty: 789.600525
	Iteration 10Q: 3 clusters Score -369525.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -369544.687500 Penalty: 789.600525
	Iteration 11Q: 3 clusters Score -369544.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -369555.343750 Penalty: 789.600525
	Iteration 12Q: 3 clusters Score -369555.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -369560.593750 Penalty: 789.600525
	Iteration 13Q: 3 clusters Score -369560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -369562.781250 Penalty: 789.600525
	Iteration 14Q: 3 clusters Score -369562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -369565.093750 Penalty: 789.600525
	Iteration 15Q: 3 clusters Score -369565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -369568.500000 Penalty: 789.600525
	Iteration 16Q: 3 clusters Score -369568.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -369570.062500 Penalty: 789.600525
	Iteration 17Q: 3 clusters Score -369570.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -369571.312500 Penalty: 789.600525
	Iteration 18Q: 3 clusters Score -369571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -369571.468750 Penalty: 789.600525
	Iteration 19Q: 3 clusters Score -369571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -369571.875000 Penalty: 789.600525
	Iteration 20F: 3 clusters Score -369571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -369572.125000 Penalty: 789.600525
	Iteration 21Q: 3 clusters Score -369572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -369572.125000 Penalty: 789.600525
	Iteration 22F: 3 clusters Score -369572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -63013.656250 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -63013.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -62146.531250 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -62146.53 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62394.402344 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -62394.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62469.007812 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -62469.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -62534.332031 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -62534.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -62581.542969 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -62581.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62609.417969 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -62609.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62626.140625 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -62626.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62639.421875 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -62639.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -62645.425781 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -62645.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -62648.445312 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -62648.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -62650.472656 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -62650.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -62652.046875 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -62652.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -62653.191406 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -62653.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62653.550781 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -62653.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62654.140625 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -62654.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62654.542969 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -62654.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -62654.921875 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -62654.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62655.296875 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -62655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62655.472656 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -62655.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62655.550781 Penalty: 638.837341
	Iteration 19Q: 3 clusters Score -62655.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62655.550781 Penalty: 638.837341
	Iteration 20F: 3 clusters Score -62655.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -434005.250000 Penalty: 399.525818
	Iteration 0F: 2 clusters Score -434005.2 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 3281 members 
Entering Unmasked Estep 
Score: -429633.437500 Penalty: 799.051636
	Iteration 0F: 3 clusters Score -429633.4 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -431266.031250 Penalty: 799.051636
	Iteration 1F: 3 clusters Score -431266 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -431463.187500 Penalty: 799.051636
	Iteration 2F: 3 clusters Score -431463.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -431709.562500 Penalty: 799.051636
	Iteration 3F: 3 clusters Score -431709.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -432003.718750 Penalty: 799.051636
	Iteration 4F: 3 clusters Score -432003.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -432349.625000 Penalty: 799.051636
	Iteration 5F: 3 clusters Score -432349.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -432722.468750 Penalty: 799.051636
	Iteration 6F: 3 clusters Score -432722.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -432987.312500 Penalty: 799.051636
	Iteration 7Q: 3 clusters Score -432987.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -433175.906250 Penalty: 799.051636
	Iteration 8Q: 3 clusters Score -433175.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -433267.531250 Penalty: 799.051636
	Iteration 9Q: 3 clusters Score -433267.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -433325.843750 Penalty: 799.051636
	Iteration 10Q: 3 clusters Score -433325.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -433361.937500 Penalty: 799.051636
	Iteration 11Q: 3 clusters Score -433361.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -433390.593750 Penalty: 799.051636
	Iteration 12Q: 3 clusters Score -433390.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -433413.125000 Penalty: 799.051636
	Iteration 13Q: 3 clusters Score -433413.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -433425.500000 Penalty: 799.051636
	Iteration 14Q: 3 clusters Score -433425.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -433439.187500 Penalty: 799.051636
	Iteration 15Q: 3 clusters Score -433439.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -433451.062500 Penalty: 799.051636
	Iteration 16Q: 3 clusters Score -433451.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -433462.250000 Penalty: 799.051636
	Iteration 17Q: 3 clusters Score -433462.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -433478.062500 Penalty: 799.051636
	Iteration 18Q: 3 clusters Score -433478.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -433495.000000 Penalty: 799.051636
	Iteration 19Q: 3 clusters Score -433495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -433510.875000 Penalty: 799.051636
	Iteration 20F: 3 clusters Score -433510.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -433522.250000 Penalty: 799.051636
	Iteration 21Q: 3 clusters Score -433522.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -433533.000000 Penalty: 799.051636
	Iteration 22Q: 3 clusters Score -433533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -433538.187500 Penalty: 799.051636
	Iteration 23Q: 3 clusters Score -433538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -433544.750000 Penalty: 799.051636
	Iteration 24Q: 3 clusters Score -433544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -433549.218750 Penalty: 799.051636
	Iteration 25Q: 3 clusters Score -433549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -433554.281250 Penalty: 799.051636
	Iteration 26Q: 3 clusters Score -433554.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -433559.687500 Penalty: 799.051636
	Iteration 27Q: 3 clusters Score -433559.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -433564.250000 Penalty: 799.051636
	Iteration 28Q: 3 clusters Score -433564.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -433569.718750 Penalty: 799.051636
	Iteration 29Q: 3 clusters Score -433569.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -433572.281250 Penalty: 799.051636
	Iteration 30Q: 3 clusters Score -433572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -433573.468750 Penalty: 799.051636
	Iteration 31Q: 3 clusters Score -433573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -433574.500000 Penalty: 799.051636
	Iteration 32Q: 3 clusters Score -433574.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -433578.125000 Penalty: 799.051636
	Iteration 33Q: 3 clusters Score -433578.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -433581.000000 Penalty: 799.051636
	Iteration 34Q: 3 clusters Score -433581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -433585.718750 Penalty: 799.051636
	Iteration 35Q: 3 clusters Score -433585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -433592.906250 Penalty: 799.051636
	Iteration 36Q: 3 clusters Score -433592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -433596.312500 Penalty: 799.051636
	Iteration 37Q: 3 clusters Score -433596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -433599.031250 Penalty: 799.051636
	Iteration 38Q: 3 clusters Score -433599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -433600.312500 Penalty: 799.051636
	Iteration 39Q: 3 clusters Score -433600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -433601.281250 Penalty: 799.051636
	Iteration 40F: 3 clusters Score -433601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -433603.250000 Penalty: 799.051636
	Iteration 41Q: 3 clusters Score -433603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -433604.250000 Penalty: 799.051636
	Iteration 42Q: 3 clusters Score -433604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -433604.250000 Penalty: 799.051636
	Iteration 43F: 3 clusters Score -433604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Entering Unmasked Estep 
Score: -2914470.250000 Penalty: 486.581604
	Iteration 0F: 2 clusters Score -2914470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2885515.500000 Penalty: 973.163208
	Iteration 0F: 3 clusters Score -2885516 nChanged 21321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2898197.500000 Penalty: 973.163208
	Iteration 1F: 3 clusters Score -2898198 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2898683.750000 Penalty: 973.163208
	Iteration 2Q: 3 clusters Score -2898684 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2899298.750000 Penalty: 973.163208
	Iteration 3Q: 3 clusters Score -2899299 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2900248.000000 Penalty: 973.163208
	Iteration 4Q: 3 clusters Score -2900248 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2901747.250000 Penalty: 973.163208
	Iteration 5F: 3 clusters Score -2901747 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2903865.500000 Penalty: 973.163208
	Iteration 6F: 3 clusters Score -2903866 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2905879.250000 Penalty: 973.163208
	Iteration 7F: 3 clusters Score -2905879 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2906985.750000 Penalty: 973.163208
	Iteration 8F: 3 clusters Score -2906986 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2907407.000000 Penalty: 973.163208
	Iteration 9Q: 3 clusters Score -2907407 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2907627.000000 Penalty: 973.163208
	Iteration 10Q: 3 clusters Score -2907627 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2907793.000000 Penalty: 973.163208
	Iteration 11Q: 3 clusters Score -2907793 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2907961.000000 Penalty: 973.163208
	Iteration 12Q: 3 clusters Score -2907961 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2908104.250000 Penalty: 973.163208
	Iteration 13Q: 3 clusters Score -2908104 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2908248.500000 Penalty: 973.163208
	Iteration 14Q: 3 clusters Score -2908248 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2908419.750000 Penalty: 973.163208
	Iteration 15Q: 3 clusters Score -2908420 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2908611.750000 Penalty: 973.163208
	Iteration 16Q: 3 clusters Score -2908612 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2908886.000000 Penalty: 973.163208
	Iteration 17Q: 3 clusters Score -2908886 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2909171.750000 Penalty: 973.163208
	Iteration 18Q: 3 clusters Score -2909172 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2909468.500000 Penalty: 973.163208
	Iteration 19Q: 3 clusters Score -2909468 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2909756.250000 Penalty: 973.163208
	Iteration 20F: 3 clusters Score -2909756 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2910027.500000 Penalty: 973.163208
	Iteration 21Q: 3 clusters Score -2910028 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2910373.750000 Penalty: 973.163208
	Iteration 22Q: 3 clusters Score -2910374 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2910698.000000 Penalty: 973.163208
	Iteration 23Q: 3 clusters Score -2910698 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2911098.250000 Penalty: 973.163208
	Iteration 24Q: 3 clusters Score -2911098 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2911365.250000 Penalty: 973.163208
	Iteration 25Q: 3 clusters Score -2911365 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2911800.250000 Penalty: 973.163208
	Iteration 26Q: 3 clusters Score -2911800 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2912254.000000 Penalty: 973.163208
	Iteration 27Q: 3 clusters Score -2912254 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2912650.750000 Penalty: 973.163208
	Iteration 28Q: 3 clusters Score -2912651 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2913109.500000 Penalty: 973.163208
	Iteration 29Q: 3 clusters Score -2913110 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2913520.250000 Penalty: 973.163208
	Iteration 30Q: 3 clusters Score -2913520 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2913713.750000 Penalty: 973.163208
	Iteration 31Q: 3 clusters Score -2913714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2913819.750000 Penalty: 973.163208
	Iteration 32Q: 3 clusters Score -2913820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2913885.750000 Penalty: 973.163208
	Iteration 33Q: 3 clusters Score -2913886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2913923.500000 Penalty: 973.163208
	Iteration 34Q: 3 clusters Score -2913924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2913945.000000 Penalty: 973.163208
	Iteration 35Q: 3 clusters Score -2913945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2913953.500000 Penalty: 973.163208
	Iteration 36Q: 3 clusters Score -2913954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2913960.000000 Penalty: 973.163208
	Iteration 37Q: 3 clusters Score -2913960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2913975.750000 Penalty: 973.163208
	Iteration 38Q: 3 clusters Score -2913976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2913985.500000 Penalty: 973.163208
	Iteration 39Q: 3 clusters Score -2913986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2913990.500000 Penalty: 973.163208
	Iteration 40F: 3 clusters Score -2913990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2913996.500000 Penalty: 973.163208
	Iteration 41Q: 3 clusters Score -2913996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2914002.000000 Penalty: 973.163208
	Iteration 42Q: 3 clusters Score -2914002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2914003.500000 Penalty: 973.163208
	Iteration 43Q: 3 clusters Score -2914004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2914006.250000 Penalty: 973.163208
	Iteration 44Q: 3 clusters Score -2914006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2914010.750000 Penalty: 973.163208
	Iteration 45Q: 3 clusters Score -2914011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2914013.250000 Penalty: 973.163208
	Iteration 46Q: 3 clusters Score -2914013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2914013.250000 Penalty: 973.163208
	Iteration 47Q: 3 clusters Score -2914013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2914013.250000 Penalty: 973.163208
	Iteration 48F: 3 clusters Score -2914013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Entering Unmasked Estep 
Score: -5016677.500000 Penalty: 512.977783
	Iteration 0F: 2 clusters Score -5016678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4966237.000000 Penalty: 1025.955566
	Iteration 0F: 3 clusters Score -4966237 nChanged 38464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -4989345.000000 Penalty: 1025.955566
	Iteration 1F: 3 clusters Score -4989345 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -4990604.000000 Penalty: 1025.955566
	Iteration 2Q: 3 clusters Score -4990604 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -4992902.000000 Penalty: 1025.955566
	Iteration 3F: 3 clusters Score -4992902 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -4996516.500000 Penalty: 1025.955566
	Iteration 4F: 3 clusters Score -4996516 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -5001175.500000 Penalty: 1025.955566
	Iteration 5F: 3 clusters Score -5001176 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -5005661.000000 Penalty: 1025.955566
	Iteration 6F: 3 clusters Score -5005661 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -5008952.000000 Penalty: 1025.955566
	Iteration 7Q: 3 clusters Score -5008952 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -5010865.000000 Penalty: 1025.955566
	Iteration 8Q: 3 clusters Score -5010865 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -5012072.000000 Penalty: 1025.955566
	Iteration 9Q: 3 clusters Score -5012072 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -5013029.000000 Penalty: 1025.955566
	Iteration 10Q: 3 clusters Score -5013029 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -5013676.000000 Penalty: 1025.955566
	Iteration 11Q: 3 clusters Score -5013676 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -5014219.000000 Penalty: 1025.955566
	Iteration 12Q: 3 clusters Score -5014219 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -5014627.500000 Penalty: 1025.955566
	Iteration 13Q: 3 clusters Score -5014628 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -5014925.500000 Penalty: 1025.955566
	Iteration 14Q: 3 clusters Score -5014926 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -5015216.000000 Penalty: 1025.955566
	Iteration 15Q: 3 clusters Score -5015216 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -5015431.500000 Penalty: 1025.955566
	Iteration 16Q: 3 clusters Score -5015432 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -5015615.500000 Penalty: 1025.955566
	Iteration 17Q: 3 clusters Score -5015616 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -5015733.000000 Penalty: 1025.955566
	Iteration 18Q: 3 clusters Score -5015733 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -5015830.000000 Penalty: 1025.955566
	Iteration 19Q: 3 clusters Score -5015830 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -5015926.000000 Penalty: 1025.955566
	Iteration 20F: 3 clusters Score -5015926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -5015989.500000 Penalty: 1025.955566
	Iteration 21Q: 3 clusters Score -5015990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -5016046.500000 Penalty: 1025.955566
	Iteration 22Q: 3 clusters Score -5016046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -5016096.000000 Penalty: 1025.955566
	Iteration 23Q: 3 clusters Score -5016096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -5016124.000000 Penalty: 1025.955566
	Iteration 24Q: 3 clusters Score -5016124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -5016156.500000 Penalty: 1025.955566
	Iteration 25Q: 3 clusters Score -5016156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -5016165.000000 Penalty: 1025.955566
	Iteration 26Q: 3 clusters Score -5016165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -5016198.000000 Penalty: 1025.955566
	Iteration 27Q: 3 clusters Score -5016198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -5016196.000000 Penalty: 1025.955566
	Iteration 28Q: 3 clusters Score -5016196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -5016212.500000 Penalty: 1025.955566
	Iteration 29Q: 3 clusters Score -5016212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -5016247.500000 Penalty: 1025.955566
	Iteration 30Q: 3 clusters Score -5016248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -5016254.500000 Penalty: 1025.955566
	Iteration 31Q: 3 clusters Score -5016254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -5016264.500000 Penalty: 1025.955566
	Iteration 32Q: 3 clusters Score -5016264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -5016271.500000 Penalty: 1025.955566
	Iteration 33Q: 3 clusters Score -5016272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -5016269.500000 Penalty: 1025.955566
	Iteration 34Q: 3 clusters Score -5016270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -5016280.500000 Penalty: 1025.955566
	Iteration 35Q: 3 clusters Score -5016280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -5016287.500000 Penalty: 1025.955566
	Iteration 36Q: 3 clusters Score -5016288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -5016287.500000 Penalty: 1025.955566
	Iteration 37Q: 3 clusters Score -5016288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -5016286.500000 Penalty: 1025.955566
	Iteration 38Q: 3 clusters Score -5016286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -5016287.500000 Penalty: 1025.955566
	Iteration 39Q: 3 clusters Score -5016288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -5016285.500000 Penalty: 1025.955566
	Iteration 40F: 3 clusters Score -5016286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Entering Unmasked Estep 
Score: -1970948.250000 Penalty: 469.398834
	Iteration 0F: 2 clusters Score -1970948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1951154.125000 Penalty: 938.797668
	Iteration 0F: 3 clusters Score -1951154 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1961230.375000 Penalty: 938.797668
	Iteration 1F: 3 clusters Score -1961230 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1962770.875000 Penalty: 938.797668
	Iteration 2F: 3 clusters Score -1962771 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1964379.625000 Penalty: 938.797668
	Iteration 3F: 3 clusters Score -1964380 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1965773.875000 Penalty: 938.797668
	Iteration 4F: 3 clusters Score -1965774 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1966837.250000 Penalty: 938.797668
	Iteration 5Q: 3 clusters Score -1966837 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1967559.375000 Penalty: 938.797668
	Iteration 6Q: 3 clusters Score -1967559 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1968060.125000 Penalty: 938.797668
	Iteration 7Q: 3 clusters Score -1968060 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1968373.125000 Penalty: 938.797668
	Iteration 8Q: 3 clusters Score -1968373 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1968641.500000 Penalty: 938.797668
	Iteration 9Q: 3 clusters Score -1968642 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1968922.750000 Penalty: 938.797668
	Iteration 10Q: 3 clusters Score -1968923 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1969157.125000 Penalty: 938.797668
	Iteration 11Q: 3 clusters Score -1969157 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1969355.750000 Penalty: 938.797668
	Iteration 12Q: 3 clusters Score -1969356 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1969545.125000 Penalty: 938.797668
	Iteration 13Q: 3 clusters Score -1969545 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1969741.250000 Penalty: 938.797668
	Iteration 14Q: 3 clusters Score -1969741 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1969898.000000 Penalty: 938.797668
	Iteration 15Q: 3 clusters Score -1969898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1970002.875000 Penalty: 938.797668
	Iteration 16Q: 3 clusters Score -1970003 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1970068.000000 Penalty: 938.797668
	Iteration 17Q: 3 clusters Score -1970068 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1970110.125000 Penalty: 938.797668
	Iteration 18Q: 3 clusters Score -1970110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1970134.875000 Penalty: 938.797668
	Iteration 19Q: 3 clusters Score -1970135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1970156.500000 Penalty: 938.797668
	Iteration 20F: 3 clusters Score -1970156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1970177.000000 Penalty: 938.797668
	Iteration 21Q: 3 clusters Score -1970177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1970196.875000 Penalty: 938.797668
	Iteration 22Q: 3 clusters Score -1970197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1970210.500000 Penalty: 938.797668
	Iteration 23Q: 3 clusters Score -1970210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1970223.750000 Penalty: 938.797668
	Iteration 24Q: 3 clusters Score -1970224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1970230.750000 Penalty: 938.797668
	Iteration 25Q: 3 clusters Score -1970231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1970249.000000 Penalty: 938.797668
	Iteration 26Q: 3 clusters Score -1970249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1970259.125000 Penalty: 938.797668
	Iteration 27Q: 3 clusters Score -1970259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1970265.875000 Penalty: 938.797668
	Iteration 28Q: 3 clusters Score -1970266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1970270.750000 Penalty: 938.797668
	Iteration 29Q: 3 clusters Score -1970271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1970285.500000 Penalty: 938.797668
	Iteration 30Q: 3 clusters Score -1970286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1970299.375000 Penalty: 938.797668
	Iteration 31Q: 3 clusters Score -1970299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1970309.125000 Penalty: 938.797668
	Iteration 32Q: 3 clusters Score -1970309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1970317.875000 Penalty: 938.797668
	Iteration 33Q: 3 clusters Score -1970318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1970325.625000 Penalty: 938.797668
	Iteration 34Q: 3 clusters Score -1970326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1970327.000000 Penalty: 938.797668
	Iteration 35Q: 3 clusters Score -1970327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1970332.625000 Penalty: 938.797668
	Iteration 36Q: 3 clusters Score -1970333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1970340.500000 Penalty: 938.797668
	Iteration 37Q: 3 clusters Score -1970340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1970358.375000 Penalty: 938.797668
	Iteration 38Q: 3 clusters Score -1970358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1970371.500000 Penalty: 938.797668
	Iteration 39Q: 3 clusters Score -1970372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1970370.500000 Penalty: 938.797668
	Iteration 40F: 3 clusters Score -1970370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1970378.375000 Penalty: 938.797668
	Iteration 41Q: 3 clusters Score -1970378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1970382.250000 Penalty: 938.797668
	Iteration 42Q: 3 clusters Score -1970382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1970393.250000 Penalty: 938.797668
	Iteration 43Q: 3 clusters Score -1970393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1970410.500000 Penalty: 938.797668
	Iteration 44Q: 3 clusters Score -1970410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1970423.375000 Penalty: 938.797668
	Iteration 45Q: 3 clusters Score -1970423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1970428.750000 Penalty: 938.797668
	Iteration 46Q: 3 clusters Score -1970429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1970441.000000 Penalty: 938.797668
	Iteration 47Q: 3 clusters Score -1970441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1970444.250000 Penalty: 938.797668
	Iteration 48Q: 3 clusters Score -1970444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1970454.125000 Penalty: 938.797668
	Iteration 49Q: 3 clusters Score -1970454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1970464.125000 Penalty: 938.797668
	Iteration 50Q: 3 clusters Score -1970464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1970466.000000 Penalty: 938.797668
	Iteration 51Q: 3 clusters Score -1970466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1970472.125000 Penalty: 938.797668
	Iteration 52Q: 3 clusters Score -1970472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1970484.625000 Penalty: 938.797668
	Iteration 53Q: 3 clusters Score -1970485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1970485.375000 Penalty: 938.797668
	Iteration 54Q: 3 clusters Score -1970485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1970487.750000 Penalty: 938.797668
	Iteration 55Q: 3 clusters Score -1970488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1970490.250000 Penalty: 938.797668
	Iteration 56Q: 3 clusters Score -1970490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1970490.250000 Penalty: 938.797668
	Iteration 57Q: 3 clusters Score -1970490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1970498.875000 Penalty: 938.797668
	Iteration 58Q: 3 clusters Score -1970499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1970501.875000 Penalty: 938.797668
	Iteration 59Q: 3 clusters Score -1970502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1970504.000000 Penalty: 938.797668
	Iteration 60F: 3 clusters Score -1970504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1970508.750000 Penalty: 938.797668
	Iteration 61Q: 3 clusters Score -1970509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1970507.375000 Penalty: 938.797668
	Iteration 62Q: 3 clusters Score -1970507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1970507.125000 Penalty: 938.797668
	Iteration 63Q: 3 clusters Score -1970507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1970508.125000 Penalty: 938.797668
	Iteration 64Q: 3 clusters Score -1970508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1970508.875000 Penalty: 938.797668
	Iteration 65Q: 3 clusters Score -1970509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1970507.625000 Penalty: 938.797668
	Iteration 66Q: 3 clusters Score -1970508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1970507.500000 Penalty: 938.797668
	Iteration 67Q: 3 clusters Score -1970508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1970506.375000 Penalty: 938.797668
	Iteration 68Q: 3 clusters Score -1970506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1970506.625000 Penalty: 938.797668
	Iteration 69Q: 3 clusters Score -1970507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1970506.625000 Penalty: 938.797668
	Iteration 70F: 3 clusters Score -1970507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Entering Unmasked Estep 
Score: -3941160.000000 Penalty: 504.354919
	Iteration 0F: 2 clusters Score -3941160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3898361.750000 Penalty: 1008.709839
	Iteration 0F: 3 clusters Score -3898362 nChanged 31787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3918326.250000 Penalty: 1008.709839
	Iteration 1F: 3 clusters Score -3918326 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3919609.000000 Penalty: 1008.709839
	Iteration 2Q: 3 clusters Score -3919609 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3921126.750000 Penalty: 1008.709839
	Iteration 3F: 3 clusters Score -3921127 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3922989.000000 Penalty: 1008.709839
	Iteration 4F: 3 clusters Score -3922989 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3925463.250000 Penalty: 1008.709839
	Iteration 5F: 3 clusters Score -3925463 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3928453.250000 Penalty: 1008.709839
	Iteration 6F: 3 clusters Score -3928453 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3930888.500000 Penalty: 1008.709839
	Iteration 7F: 3 clusters Score -3930888 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3932072.000000 Penalty: 1008.709839
	Iteration 8Q: 3 clusters Score -3932072 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3932509.000000 Penalty: 1008.709839
	Iteration 9Q: 3 clusters Score -3932509 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3932853.500000 Penalty: 1008.709839
	Iteration 10Q: 3 clusters Score -3932854 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3933171.250000 Penalty: 1008.709839
	Iteration 11Q: 3 clusters Score -3933171 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3933455.500000 Penalty: 1008.709839
	Iteration 12Q: 3 clusters Score -3933456 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3933830.750000 Penalty: 1008.709839
	Iteration 13Q: 3 clusters Score -3933831 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3934221.000000 Penalty: 1008.709839
	Iteration 14Q: 3 clusters Score -3934221 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3934628.250000 Penalty: 1008.709839
	Iteration 15Q: 3 clusters Score -3934628 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3935029.500000 Penalty: 1008.709839
	Iteration 16Q: 3 clusters Score -3935030 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3935454.500000 Penalty: 1008.709839
	Iteration 17Q: 3 clusters Score -3935454 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3935862.500000 Penalty: 1008.709839
	Iteration 18Q: 3 clusters Score -3935862 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3936225.750000 Penalty: 1008.709839
	Iteration 19Q: 3 clusters Score -3936226 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3936580.000000 Penalty: 1008.709839
	Iteration 20F: 3 clusters Score -3936580 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3936912.000000 Penalty: 1008.709839
	Iteration 21Q: 3 clusters Score -3936912 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3937201.750000 Penalty: 1008.709839
	Iteration 22Q: 3 clusters Score -3937202 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3937462.750000 Penalty: 1008.709839
	Iteration 23Q: 3 clusters Score -3937463 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3937696.750000 Penalty: 1008.709839
	Iteration 24Q: 3 clusters Score -3937697 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3937915.250000 Penalty: 1008.709839
	Iteration 25Q: 3 clusters Score -3937915 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3938139.500000 Penalty: 1008.709839
	Iteration 26Q: 3 clusters Score -3938140 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3938346.250000 Penalty: 1008.709839
	Iteration 27Q: 3 clusters Score -3938346 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3938572.250000 Penalty: 1008.709839
	Iteration 28Q: 3 clusters Score -3938572 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3938784.750000 Penalty: 1008.709839
	Iteration 29Q: 3 clusters Score -3938785 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3939002.250000 Penalty: 1008.709839
	Iteration 30Q: 3 clusters Score -3939002 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3939198.250000 Penalty: 1008.709839
	Iteration 31Q: 3 clusters Score -3939198 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3939359.000000 Penalty: 1008.709839
	Iteration 32Q: 3 clusters Score -3939359 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3939548.750000 Penalty: 1008.709839
	Iteration 33Q: 3 clusters Score -3939549 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3939762.500000 Penalty: 1008.709839
	Iteration 34Q: 3 clusters Score -3939762 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3939931.000000 Penalty: 1008.709839
	Iteration 35Q: 3 clusters Score -3939931 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3940084.000000 Penalty: 1008.709839
	Iteration 36Q: 3 clusters Score -3940084 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3940230.500000 Penalty: 1008.709839
	Iteration 37Q: 3 clusters Score -3940230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3940359.500000 Penalty: 1008.709839
	Iteration 38Q: 3 clusters Score -3940360 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3940457.750000 Penalty: 1008.709839
	Iteration 39Q: 3 clusters Score -3940458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3940526.000000 Penalty: 1008.709839
	Iteration 40F: 3 clusters Score -3940526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3940565.750000 Penalty: 1008.709839
	Iteration 41Q: 3 clusters Score -3940566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3940593.000000 Penalty: 1008.709839
	Iteration 42Q: 3 clusters Score -3940593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3940609.250000 Penalty: 1008.709839
	Iteration 43Q: 3 clusters Score -3940609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3940615.750000 Penalty: 1008.709839
	Iteration 44Q: 3 clusters Score -3940616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3940621.000000 Penalty: 1008.709839
	Iteration 45Q: 3 clusters Score -3940621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3940624.000000 Penalty: 1008.709839
	Iteration 46Q: 3 clusters Score -3940624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3940630.250000 Penalty: 1008.709839
	Iteration 47Q: 3 clusters Score -3940630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3940636.750000 Penalty: 1008.709839
	Iteration 48Q: 3 clusters Score -3940637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3940643.000000 Penalty: 1008.709839
	Iteration 49Q: 3 clusters Score -3940643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3940656.000000 Penalty: 1008.709839
	Iteration 50Q: 3 clusters Score -3940656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3940667.000000 Penalty: 1008.709839
	Iteration 51Q: 3 clusters Score -3940667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3940674.500000 Penalty: 1008.709839
	Iteration 52Q: 3 clusters Score -3940674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3940685.250000 Penalty: 1008.709839
	Iteration 53Q: 3 clusters Score -3940685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3940692.500000 Penalty: 1008.709839
	Iteration 54Q: 3 clusters Score -3940692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3940694.500000 Penalty: 1008.709839
	Iteration 55Q: 3 clusters Score -3940694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3940691.250000 Penalty: 1008.709839
	Iteration 56Q: 3 clusters Score -3940691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3940693.500000 Penalty: 1008.709839
	Iteration 57Q: 3 clusters Score -3940694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3940695.250000 Penalty: 1008.709839
	Iteration 58Q: 3 clusters Score -3940695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3940697.500000 Penalty: 1008.709839
	Iteration 59Q: 3 clusters Score -3940698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3940697.250000 Penalty: 1008.709839
	Iteration 60F: 3 clusters Score -3940697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3940697.250000 Penalty: 1008.709839
	Iteration 61Q: 3 clusters Score -3940697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3940701.000000 Penalty: 1008.709839
	Iteration 62Q: 3 clusters Score -3940701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3940710.500000 Penalty: 1008.709839
	Iteration 63Q: 3 clusters Score -3940710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3940715.000000 Penalty: 1008.709839
	Iteration 64Q: 3 clusters Score -3940715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3940716.500000 Penalty: 1008.709839
	Iteration 65Q: 3 clusters Score -3940716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3940714.500000 Penalty: 1008.709839
	Iteration 66Q: 3 clusters Score -3940714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3940714.500000 Penalty: 1008.709839
	Iteration 67F: 3 clusters Score -3940714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -130191.445312 Penalty: 353.410492
	Iteration 0F: 2 clusters Score -130191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -128525.781250 Penalty: 706.820984
	Iteration 0F: 3 clusters Score -128525.8 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -129160.812500 Penalty: 706.820984
	Iteration 1F: 3 clusters Score -129160.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129284.671875 Penalty: 706.820984
	Iteration 2F: 3 clusters Score -129284.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -129410.585938 Penalty: 706.820984
	Iteration 3F: 3 clusters Score -129410.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -129511.703125 Penalty: 706.820984
	Iteration 4F: 3 clusters Score -129511.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -129590.593750 Penalty: 706.820984
	Iteration 5F: 3 clusters Score -129590.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129638.171875 Penalty: 706.820984
	Iteration 6Q: 3 clusters Score -129638.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -129677.968750 Penalty: 706.820984
	Iteration 7Q: 3 clusters Score -129678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -129711.578125 Penalty: 706.820984
	Iteration 8Q: 3 clusters Score -129711.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -129731.812500 Penalty: 706.820984
	Iteration 9Q: 3 clusters Score -129731.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -129751.437500 Penalty: 706.820984
	Iteration 10Q: 3 clusters Score -129751.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -129773.140625 Penalty: 706.820984
	Iteration 11Q: 3 clusters Score -129773.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -129784.570312 Penalty: 706.820984
	Iteration 12Q: 3 clusters Score -129784.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -129794.656250 Penalty: 706.820984
	Iteration 13Q: 3 clusters Score -129794.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -129805.312500 Penalty: 706.820984
	Iteration 14Q: 3 clusters Score -129805.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129816.281250 Penalty: 706.820984
	Iteration 15Q: 3 clusters Score -129816.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -129832.539062 Penalty: 706.820984
	Iteration 16Q: 3 clusters Score -129832.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129843.843750 Penalty: 706.820984
	Iteration 17Q: 3 clusters Score -129843.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129849.773438 Penalty: 706.820984
	Iteration 18Q: 3 clusters Score -129849.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129853.992188 Penalty: 706.820984
	Iteration 19Q: 3 clusters Score -129854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -129857.750000 Penalty: 706.820984
	Iteration 20F: 3 clusters Score -129857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129858.804688 Penalty: 706.820984
	Iteration 21Q: 3 clusters Score -129858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129859.320312 Penalty: 706.820984
	Iteration 22Q: 3 clusters Score -129859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129859.523438 Penalty: 706.820984
	Iteration 23Q: 3 clusters Score -129859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129859.523438 Penalty: 706.820984
	Iteration 24F: 3 clusters Score -129859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Entering Unmasked Estep 
Score: -2906952.750000 Penalty: 486.691925
	Iteration 0F: 2 clusters Score -2906953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2879000.250000 Penalty: 973.383850
	Iteration 0F: 3 clusters Score -2879000 nChanged 21409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2892438.000000 Penalty: 973.383850
	Iteration 1F: 3 clusters Score -2892438 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -2893515.250000 Penalty: 973.383850
	Iteration 2F: 3 clusters Score -2893515 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2895051.500000 Penalty: 973.383850
	Iteration 3F: 3 clusters Score -2895052 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -2897300.250000 Penalty: 973.383850
	Iteration 4F: 3 clusters Score -2897300 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -2899880.250000 Penalty: 973.383850
	Iteration 5F: 3 clusters Score -2899880 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -2901512.750000 Penalty: 973.383850
	Iteration 6F: 3 clusters Score -2901513 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -2902055.500000 Penalty: 973.383850
	Iteration 7Q: 3 clusters Score -2902056 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -2902263.750000 Penalty: 973.383850
	Iteration 8Q: 3 clusters Score -2902264 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -2902419.000000 Penalty: 973.383850
	Iteration 9Q: 3 clusters Score -2902419 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -2902599.000000 Penalty: 973.383850
	Iteration 10Q: 3 clusters Score -2902599 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -2902784.750000 Penalty: 973.383850
	Iteration 11Q: 3 clusters Score -2902785 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -2902988.000000 Penalty: 973.383850
	Iteration 12Q: 3 clusters Score -2902988 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -2903144.750000 Penalty: 973.383850
	Iteration 13Q: 3 clusters Score -2903145 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -2903347.750000 Penalty: 973.383850
	Iteration 14Q: 3 clusters Score -2903348 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2903536.750000 Penalty: 973.383850
	Iteration 15Q: 3 clusters Score -2903537 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -2903727.250000 Penalty: 973.383850
	Iteration 16Q: 3 clusters Score -2903727 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -2903950.500000 Penalty: 973.383850
	Iteration 17Q: 3 clusters Score -2903950 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -2904237.500000 Penalty: 973.383850
	Iteration 18Q: 3 clusters Score -2904238 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -2904480.500000 Penalty: 973.383850
	Iteration 19Q: 3 clusters Score -2904480 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -2904742.750000 Penalty: 973.383850
	Iteration 20F: 3 clusters Score -2904743 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -2904946.250000 Penalty: 973.383850
	Iteration 21Q: 3 clusters Score -2904946 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -2905190.250000 Penalty: 973.383850
	Iteration 22Q: 3 clusters Score -2905190 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -2905446.250000 Penalty: 973.383850
	Iteration 23Q: 3 clusters Score -2905446 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -2905695.000000 Penalty: 973.383850
	Iteration 24Q: 3 clusters Score -2905695 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -2905824.250000 Penalty: 973.383850
	Iteration 25Q: 3 clusters Score -2905824 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -2905945.250000 Penalty: 973.383850
	Iteration 26Q: 3 clusters Score -2905945 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -2906068.500000 Penalty: 973.383850
	Iteration 27Q: 3 clusters Score -2906068 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -2906160.500000 Penalty: 973.383850
	Iteration 28Q: 3 clusters Score -2906160 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2906248.250000 Penalty: 973.383850
	Iteration 29Q: 3 clusters Score -2906248 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -2906323.500000 Penalty: 973.383850
	Iteration 30Q: 3 clusters Score -2906324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -2906385.500000 Penalty: 973.383850
	Iteration 31Q: 3 clusters Score -2906386 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -2906412.000000 Penalty: 973.383850
	Iteration 32Q: 3 clusters Score -2906412 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -2906413.250000 Penalty: 973.383850
	Iteration 33Q: 3 clusters Score -2906413 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -2906447.750000 Penalty: 973.383850
	Iteration 34Q: 3 clusters Score -2906448 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -2906483.250000 Penalty: 973.383850
	Iteration 35Q: 3 clusters Score -2906483 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -2906480.500000 Penalty: 973.383850
	Iteration 36Q: 3 clusters Score -2906480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -2906493.500000 Penalty: 973.383850
	Iteration 37Q: 3 clusters Score -2906494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -2906524.250000 Penalty: 973.383850
	Iteration 38Q: 3 clusters Score -2906524 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -2906549.000000 Penalty: 973.383850
	Iteration 39Q: 3 clusters Score -2906549 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -2906556.250000 Penalty: 973.383850
	Iteration 40F: 3 clusters Score -2906556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -2906561.000000 Penalty: 973.383850
	Iteration 41Q: 3 clusters Score -2906561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -2906565.500000 Penalty: 973.383850
	Iteration 42Q: 3 clusters Score -2906566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -2906563.000000 Penalty: 973.383850
	Iteration 43Q: 3 clusters Score -2906563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -2906555.250000 Penalty: 973.383850
	Iteration 44Q: 3 clusters Score -2906555 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -2906581.250000 Penalty: 973.383850
	Iteration 45Q: 3 clusters Score -2906581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -2906588.000000 Penalty: 973.383850
	Iteration 46Q: 3 clusters Score -2906588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -2906586.000000 Penalty: 973.383850
	Iteration 47Q: 3 clusters Score -2906586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -2906582.000000 Penalty: 973.383850
	Iteration 48Q: 3 clusters Score -2906582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -2906592.750000 Penalty: 973.383850
	Iteration 49Q: 3 clusters Score -2906593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -2906603.750000 Penalty: 973.383850
	Iteration 50Q: 3 clusters Score -2906604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -2906616.500000 Penalty: 973.383850
	Iteration 51Q: 3 clusters Score -2906616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -2906617.250000 Penalty: 973.383850
	Iteration 52Q: 3 clusters Score -2906617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -2906630.750000 Penalty: 973.383850
	Iteration 53Q: 3 clusters Score -2906631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -2906638.500000 Penalty: 973.383850
	Iteration 54Q: 3 clusters Score -2906638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -2906651.750000 Penalty: 973.383850
	Iteration 55Q: 3 clusters Score -2906652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -2906646.500000 Penalty: 973.383850
	Iteration 56Q: 3 clusters Score -2906646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -2906651.500000 Penalty: 973.383850
	Iteration 57Q: 3 clusters Score -2906652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -2906649.500000 Penalty: 973.383850
	Iteration 58Q: 3 clusters Score -2906650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -2906659.000000 Penalty: 973.383850
	Iteration 59Q: 3 clusters Score -2906659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -2906660.250000 Penalty: 973.383850
	Iteration 60F: 3 clusters Score -2906660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -2906662.000000 Penalty: 973.383850
	Iteration 61Q: 3 clusters Score -2906662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -2906660.750000 Penalty: 973.383850
	Iteration 62Q: 3 clusters Score -2906661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -2906664.250000 Penalty: 973.383850
	Iteration 63Q: 3 clusters Score -2906664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -2906664.500000 Penalty: 973.383850
	Iteration 64Q: 3 clusters Score -2906664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -2906665.000000 Penalty: 973.383850
	Iteration 65Q: 3 clusters Score -2906665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -2906665.000000 Penalty: 973.383850
	Iteration 66Q: 3 clusters Score -2906665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -2906664.000000 Penalty: 973.383850
	Iteration 67Q: 3 clusters Score -2906664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -2906665.750000 Penalty: 973.383850
	Iteration 68Q: 3 clusters Score -2906666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -2906667.500000 Penalty: 973.383850
	Iteration 69Q: 3 clusters Score -2906668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -2906666.500000 Penalty: 973.383850
	Iteration 70Q: 3 clusters Score -2906666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -2906664.500000 Penalty: 973.383850
	Iteration 71Q: 3 clusters Score -2906664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -2906665.500000 Penalty: 973.383850
	Iteration 72Q: 3 clusters Score -2906666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -2906665.250000 Penalty: 973.383850
	Iteration 73Q: 3 clusters Score -2906665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -2906664.500000 Penalty: 973.383850
	Iteration 74Q: 3 clusters Score -2906664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -2906666.250000 Penalty: 973.383850
	Iteration 75Q: 3 clusters Score -2906666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -2906665.750000 Penalty: 973.383850
	Iteration 76Q: 3 clusters Score -2906666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -2906667.750000 Penalty: 973.383850
	Iteration 77Q: 3 clusters Score -2906668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -2906667.750000 Penalty: 973.383850
	Iteration 78F: 3 clusters Score -2906668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -113745.000000 Penalty: 341.649811
	Iteration 0F: 2 clusters Score -113745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -112445.570312 Penalty: 683.299622
	Iteration 0F: 3 clusters Score -112445.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112909.687500 Penalty: 683.299622
	Iteration 1F: 3 clusters Score -112909.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112986.843750 Penalty: 683.299622
	Iteration 2F: 3 clusters Score -112986.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -113057.414062 Penalty: 683.299622
	Iteration 3F: 3 clusters Score -113057.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113129.960938 Penalty: 683.299622
	Iteration 4F: 3 clusters Score -113130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -113188.437500 Penalty: 683.299622
	Iteration 5Q: 3 clusters Score -113188.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113227.320312 Penalty: 683.299622
	Iteration 6Q: 3 clusters Score -113227.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113260.164062 Penalty: 683.299622
	Iteration 7Q: 3 clusters Score -113260.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113295.804688 Penalty: 683.299622
	Iteration 8Q: 3 clusters Score -113295.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113321.742188 Penalty: 683.299622
	Iteration 9Q: 3 clusters Score -113321.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113348.593750 Penalty: 683.299622
	Iteration 10Q: 3 clusters Score -113348.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113378.289062 Penalty: 683.299622
	Iteration 11Q: 3 clusters Score -113378.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -113405.476562 Penalty: 683.299622
	Iteration 12Q: 3 clusters Score -113405.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -113433.109375 Penalty: 683.299622
	Iteration 13Q: 3 clusters Score -113433.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113452.890625 Penalty: 683.299622
	Iteration 14Q: 3 clusters Score -113452.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113465.078125 Penalty: 683.299622
	Iteration 15Q: 3 clusters Score -113465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -113471.351562 Penalty: 683.299622
	Iteration 16Q: 3 clusters Score -113471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -113476.179688 Penalty: 683.299622
	Iteration 17Q: 3 clusters Score -113476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113478.539062 Penalty: 683.299622
	Iteration 18Q: 3 clusters Score -113478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -113479.296875 Penalty: 683.299622
	Iteration 19Q: 3 clusters Score -113479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -113479.976562 Penalty: 683.299622
	Iteration 20F: 3 clusters Score -113480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -113483.054688 Penalty: 683.299622
	Iteration 21Q: 3 clusters Score -113483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -113485.734375 Penalty: 683.299622
	Iteration 22Q: 3 clusters Score -113485.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -113488.671875 Penalty: 683.299622
	Iteration 23Q: 3 clusters Score -113488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -113490.367188 Penalty: 683.299622
	Iteration 24Q: 3 clusters Score -113490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -113490.632812 Penalty: 683.299622
	Iteration 25Q: 3 clusters Score -113490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -113490.632812 Penalty: 683.299622
	Iteration 26F: 3 clusters Score -113490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Entering Unmasked Estep 
Score: -1044171.750000 Penalty: 439.960999
	Iteration 0F: 2 clusters Score -1044172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1033695.125000 Penalty: 879.921997
	Iteration 0F: 3 clusters Score -1033695 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1038432.250000 Penalty: 879.921997
	Iteration 1F: 3 clusters Score -1038432 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1038969.750000 Penalty: 879.921997
	Iteration 2F: 3 clusters Score -1038970 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1039683.312500 Penalty: 879.921997
	Iteration 3F: 3 clusters Score -1039683 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1040510.500000 Penalty: 879.921997
	Iteration 4F: 3 clusters Score -1040510 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1041247.812500 Penalty: 879.921997
	Iteration 5F: 3 clusters Score -1041248 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1041714.562500 Penalty: 879.921997
	Iteration 6Q: 3 clusters Score -1041715 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1042018.187500 Penalty: 879.921997
	Iteration 7Q: 3 clusters Score -1042018 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1042251.687500 Penalty: 879.921997
	Iteration 8Q: 3 clusters Score -1042252 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1042468.000000 Penalty: 879.921997
	Iteration 9Q: 3 clusters Score -1042468 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1042700.375000 Penalty: 879.921997
	Iteration 10Q: 3 clusters Score -1042700 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1042940.875000 Penalty: 879.921997
	Iteration 11Q: 3 clusters Score -1042941 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1043145.312500 Penalty: 879.921997
	Iteration 12Q: 3 clusters Score -1043145 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1043286.687500 Penalty: 879.921997
	Iteration 13Q: 3 clusters Score -1043287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1043386.125000 Penalty: 879.921997
	Iteration 14Q: 3 clusters Score -1043386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1043489.187500 Penalty: 879.921997
	Iteration 15Q: 3 clusters Score -1043489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1043557.937500 Penalty: 879.921997
	Iteration 16Q: 3 clusters Score -1043558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1043621.000000 Penalty: 879.921997
	Iteration 17Q: 3 clusters Score -1043621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1043672.312500 Penalty: 879.921997
	Iteration 18Q: 3 clusters Score -1043672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1043703.937500 Penalty: 879.921997
	Iteration 19Q: 3 clusters Score -1043704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1043725.437500 Penalty: 879.921997
	Iteration 20F: 3 clusters Score -1043725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1043745.125000 Penalty: 879.921997
	Iteration 21Q: 3 clusters Score -1043745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1043756.312500 Penalty: 879.921997
	Iteration 22Q: 3 clusters Score -1043756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1043767.125000 Penalty: 879.921997
	Iteration 23Q: 3 clusters Score -1043767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1043771.937500 Penalty: 879.921997
	Iteration 24Q: 3 clusters Score -1043772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1043774.250000 Penalty: 879.921997
	Iteration 25Q: 3 clusters Score -1043774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1043777.937500 Penalty: 879.921997
	Iteration 26Q: 3 clusters Score -1043778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1043781.687500 Penalty: 879.921997
	Iteration 27Q: 3 clusters Score -1043782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1043782.937500 Penalty: 879.921997
	Iteration 28Q: 3 clusters Score -1043783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1043787.187500 Penalty: 879.921997
	Iteration 29Q: 3 clusters Score -1043787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1043791.312500 Penalty: 879.921997
	Iteration 30Q: 3 clusters Score -1043791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1043795.312500 Penalty: 879.921997
	Iteration 31Q: 3 clusters Score -1043795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1043803.000000 Penalty: 879.921997
	Iteration 32Q: 3 clusters Score -1043803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1043812.000000 Penalty: 879.921997
	Iteration 33Q: 3 clusters Score -1043812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1043814.062500 Penalty: 879.921997
	Iteration 34Q: 3 clusters Score -1043814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1043817.375000 Penalty: 879.921997
	Iteration 35Q: 3 clusters Score -1043817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1043818.375000 Penalty: 879.921997
	Iteration 36Q: 3 clusters Score -1043818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1043818.812500 Penalty: 879.921997
	Iteration 37Q: 3 clusters Score -1043819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1043819.062500 Penalty: 879.921997
	Iteration 38Q: 3 clusters Score -1043819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1043819.125000 Penalty: 879.921997
	Iteration 39Q: 3 clusters Score -1043819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1043819.125000 Penalty: 879.921997
	Iteration 40F: 3 clusters Score -1043819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -47357.648438 Penalty: 311.000885
	Iteration 0F: 2 clusters Score -47357.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46587.164062 Penalty: 622.001770
	Iteration 0F: 3 clusters Score -46587.16 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46907.691406 Penalty: 622.001770
	Iteration 1F: 3 clusters Score -46907.69 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47010.425781 Penalty: 622.001770
	Iteration 2F: 3 clusters Score -47010.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47090.949219 Penalty: 622.001770
	Iteration 3F: 3 clusters Score -47090.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47130.027344 Penalty: 622.001770
	Iteration 4Q: 3 clusters Score -47130.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47150.304688 Penalty: 622.001770
	Iteration 5Q: 3 clusters Score -47150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47163.695312 Penalty: 622.001770
	Iteration 6Q: 3 clusters Score -47163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47181.480469 Penalty: 622.001770
	Iteration 7Q: 3 clusters Score -47181.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47196.628906 Penalty: 622.001770
	Iteration 8Q: 3 clusters Score -47196.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47212.843750 Penalty: 622.001770
	Iteration 9Q: 3 clusters Score -47212.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47235.886719 Penalty: 622.001770
	Iteration 10Q: 3 clusters Score -47235.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47246.285156 Penalty: 622.001770
	Iteration 11Q: 3 clusters Score -47246.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47247.734375 Penalty: 622.001770
	Iteration 12Q: 3 clusters Score -47247.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47249.812500 Penalty: 622.001770
	Iteration 13Q: 3 clusters Score -47249.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47251.816406 Penalty: 622.001770
	Iteration 14Q: 3 clusters Score -47251.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47251.824219 Penalty: 622.001770
	Iteration 15Q: 3 clusters Score -47251.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47251.824219 Penalty: 622.001770
	Iteration 16F: 3 clusters Score -47251.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Entering Unmasked Estep 
Score: -531089.062500 Penalty: 413.573517
	Iteration 0F: 2 clusters Score -531089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -525156.812500 Penalty: 827.147034
	Iteration 0F: 3 clusters Score -525156.8 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -527614.437500 Penalty: 827.147034
	Iteration 1F: 3 clusters Score -527614.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -527864.437500 Penalty: 827.147034
	Iteration 2F: 3 clusters Score -527864.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -528226.562500 Penalty: 827.147034
	Iteration 3F: 3 clusters Score -528226.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -528660.750000 Penalty: 827.147034
	Iteration 4F: 3 clusters Score -528660.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -529043.000000 Penalty: 827.147034
	Iteration 5F: 3 clusters Score -529043 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -529327.125000 Penalty: 827.147034
	Iteration 6F: 3 clusters Score -529327.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -529506.437500 Penalty: 827.147034
	Iteration 7Q: 3 clusters Score -529506.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -529615.812500 Penalty: 827.147034
	Iteration 8Q: 3 clusters Score -529615.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -529684.937500 Penalty: 827.147034
	Iteration 9Q: 3 clusters Score -529684.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -529730.187500 Penalty: 827.147034
	Iteration 10Q: 3 clusters Score -529730.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -529766.250000 Penalty: 827.147034
	Iteration 11Q: 3 clusters Score -529766.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -529802.375000 Penalty: 827.147034
	Iteration 12Q: 3 clusters Score -529802.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -529836.375000 Penalty: 827.147034
	Iteration 13Q: 3 clusters Score -529836.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -529873.437500 Penalty: 827.147034
	Iteration 14Q: 3 clusters Score -529873.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -529908.000000 Penalty: 827.147034
	Iteration 15Q: 3 clusters Score -529908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -529942.812500 Penalty: 827.147034
	Iteration 16Q: 3 clusters Score -529942.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -529966.500000 Penalty: 827.147034
	Iteration 17Q: 3 clusters Score -529966.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -529991.250000 Penalty: 827.147034
	Iteration 18Q: 3 clusters Score -529991.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -530012.812500 Penalty: 827.147034
	Iteration 19Q: 3 clusters Score -530012.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -530031.375000 Penalty: 827.147034
	Iteration 20F: 3 clusters Score -530031.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -530050.687500 Penalty: 827.147034
	Iteration 21Q: 3 clusters Score -530050.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -530072.062500 Penalty: 827.147034
	Iteration 22Q: 3 clusters Score -530072.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -530083.375000 Penalty: 827.147034
	Iteration 23Q: 3 clusters Score -530083.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -530090.812500 Penalty: 827.147034
	Iteration 24Q: 3 clusters Score -530090.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -530095.875000 Penalty: 827.147034
	Iteration 25Q: 3 clusters Score -530095.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -530103.562500 Penalty: 827.147034
	Iteration 26Q: 3 clusters Score -530103.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -530108.312500 Penalty: 827.147034
	Iteration 27Q: 3 clusters Score -530108.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -530113.375000 Penalty: 827.147034
	Iteration 28Q: 3 clusters Score -530113.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -530118.250000 Penalty: 827.147034
	Iteration 29Q: 3 clusters Score -530118.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -530122.937500 Penalty: 827.147034
	Iteration 30Q: 3 clusters Score -530122.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -530127.937500 Penalty: 827.147034
	Iteration 31Q: 3 clusters Score -530127.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -530133.750000 Penalty: 827.147034
	Iteration 32Q: 3 clusters Score -530133.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -530138.562500 Penalty: 827.147034
	Iteration 33Q: 3 clusters Score -530138.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -530144.500000 Penalty: 827.147034
	Iteration 34Q: 3 clusters Score -530144.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -530150.062500 Penalty: 827.147034
	Iteration 35Q: 3 clusters Score -530150.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -530154.562500 Penalty: 827.147034
	Iteration 36Q: 3 clusters Score -530154.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -530160.062500 Penalty: 827.147034
	Iteration 37Q: 3 clusters Score -530160.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -530167.437500 Penalty: 827.147034
	Iteration 38Q: 3 clusters Score -530167.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -530173.000000 Penalty: 827.147034
	Iteration 39Q: 3 clusters Score -530173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -530183.437500 Penalty: 827.147034
	Iteration 40F: 3 clusters Score -530183.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -530198.312500 Penalty: 827.147034
	Iteration 41Q: 3 clusters Score -530198.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -530214.437500 Penalty: 827.147034
	Iteration 42Q: 3 clusters Score -530214.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -530233.750000 Penalty: 827.147034
	Iteration 43Q: 3 clusters Score -530233.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -530252.375000 Penalty: 827.147034
	Iteration 44Q: 3 clusters Score -530252.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -530265.937500 Penalty: 827.147034
	Iteration 45Q: 3 clusters Score -530265.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -530278.500000 Penalty: 827.147034
	Iteration 46Q: 3 clusters Score -530278.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -530294.937500 Penalty: 827.147034
	Iteration 47Q: 3 clusters Score -530294.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -530310.437500 Penalty: 827.147034
	Iteration 48Q: 3 clusters Score -530310.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -530324.312500 Penalty: 827.147034
	Iteration 49Q: 3 clusters Score -530324.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -530347.937500 Penalty: 827.147034
	Iteration 50Q: 3 clusters Score -530347.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -530378.500000 Penalty: 827.147034
	Iteration 51Q: 3 clusters Score -530378.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -530411.375000 Penalty: 827.147034
	Iteration 52Q: 3 clusters Score -530411.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -530438.812500 Penalty: 827.147034
	Iteration 53Q: 3 clusters Score -530438.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -530464.500000 Penalty: 827.147034
	Iteration 54Q: 3 clusters Score -530464.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -530489.625000 Penalty: 827.147034
	Iteration 55Q: 3 clusters Score -530489.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -530522.875000 Penalty: 827.147034
	Iteration 56Q: 3 clusters Score -530522.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -530548.375000 Penalty: 827.147034
	Iteration 57Q: 3 clusters Score -530548.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -530565.437500 Penalty: 827.147034
	Iteration 58Q: 3 clusters Score -530565.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -530586.687500 Penalty: 827.147034
	Iteration 59Q: 3 clusters Score -530586.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -530606.750000 Penalty: 827.147034
	Iteration 60F: 3 clusters Score -530606.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -530631.625000 Penalty: 827.147034
	Iteration 61Q: 3 clusters Score -530631.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -530644.437500 Penalty: 827.147034
	Iteration 62Q: 3 clusters Score -530644.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -530658.375000 Penalty: 827.147034
	Iteration 63Q: 3 clusters Score -530658.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -530668.312500 Penalty: 827.147034
	Iteration 64Q: 3 clusters Score -530668.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -530677.375000 Penalty: 827.147034
	Iteration 65Q: 3 clusters Score -530677.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -530686.250000 Penalty: 827.147034
	Iteration 66Q: 3 clusters Score -530686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -530695.312500 Penalty: 827.147034
	Iteration 67Q: 3 clusters Score -530695.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -530700.000000 Penalty: 827.147034
	Iteration 68Q: 3 clusters Score -530700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -530705.000000 Penalty: 827.147034
	Iteration 69Q: 3 clusters Score -530705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -530714.812500 Penalty: 827.147034
	Iteration 70Q: 3 clusters Score -530714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -530729.125000 Penalty: 827.147034
	Iteration 71Q: 3 clusters Score -530729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -530744.625000 Penalty: 827.147034
	Iteration 72Q: 3 clusters Score -530744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -530754.500000 Penalty: 827.147034
	Iteration 73Q: 3 clusters Score -530754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -530762.750000 Penalty: 827.147034
	Iteration 74Q: 3 clusters Score -530762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -530773.437500 Penalty: 827.147034
	Iteration 75Q: 3 clusters Score -530773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -530781.312500 Penalty: 827.147034
	Iteration 76Q: 3 clusters Score -530781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -530784.437500 Penalty: 827.147034
	Iteration 77Q: 3 clusters Score -530784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -530785.437500 Penalty: 827.147034
	Iteration 78Q: 3 clusters Score -530785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -530790.812500 Penalty: 827.147034
	Iteration 79Q: 3 clusters Score -530790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -530793.625000 Penalty: 827.147034
	Iteration 80F: 3 clusters Score -530793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -530797.312500 Penalty: 827.147034
	Iteration 81Q: 3 clusters Score -530797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -530800.750000 Penalty: 827.147034
	Iteration 82Q: 3 clusters Score -530800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -530802.000000 Penalty: 827.147034
	Iteration 83Q: 3 clusters Score -530802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -530804.375000 Penalty: 827.147034
	Iteration 84Q: 3 clusters Score -530804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -530804.000000 Penalty: 827.147034
	Iteration 85Q: 3 clusters Score -530804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -530804.000000 Penalty: 827.147034
	Iteration 86F: 3 clusters Score -530804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -58607.207031 Penalty: 310.111633
	Iteration 0F: 2 clusters Score -58607.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -57829.476562 Penalty: 620.223267
	Iteration 0F: 3 clusters Score -57829.48 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58119.847656 Penalty: 620.223267
	Iteration 1F: 3 clusters Score -58119.85 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58199.972656 Penalty: 620.223267
	Iteration 2F: 3 clusters Score -58199.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58268.789062 Penalty: 620.223267
	Iteration 3F: 3 clusters Score -58268.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58325.695312 Penalty: 620.223267
	Iteration 4F: 3 clusters Score -58325.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58390.992188 Penalty: 620.223267
	Iteration 5F: 3 clusters Score -58390.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58449.863281 Penalty: 620.223267
	Iteration 6Q: 3 clusters Score -58449.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -58478.886719 Penalty: 620.223267
	Iteration 7Q: 3 clusters Score -58478.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58491.843750 Penalty: 620.223267
	Iteration 8Q: 3 clusters Score -58491.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58504.062500 Penalty: 620.223267
	Iteration 9Q: 3 clusters Score -58504.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58508.269531 Penalty: 620.223267
	Iteration 10Q: 3 clusters Score -58508.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58509.656250 Penalty: 620.223267
	Iteration 11Q: 3 clusters Score -58509.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58514.507812 Penalty: 620.223267
	Iteration 12Q: 3 clusters Score -58514.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58516.710938 Penalty: 620.223267
	Iteration 13Q: 3 clusters Score -58516.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58517.949219 Penalty: 620.223267
	Iteration 14Q: 3 clusters Score -58517.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -58520.066406 Penalty: 620.223267
	Iteration 15Q: 3 clusters Score -58520.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -58520.066406 Penalty: 620.223267
	Iteration 16F: 3 clusters Score -58520.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -572784.375000 Penalty: 412.932373
	Iteration 0F: 2 clusters Score -572784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -566923.312500 Penalty: 825.864746
	Iteration 0F: 3 clusters Score -566923.3 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -569290.125000 Penalty: 825.864746
	Iteration 1F: 3 clusters Score -569290.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -569607.375000 Penalty: 825.864746
	Iteration 2F: 3 clusters Score -569607.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -569995.000000 Penalty: 825.864746
	Iteration 3F: 3 clusters Score -569995 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -570436.500000 Penalty: 825.864746
	Iteration 4F: 3 clusters Score -570436.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -570862.125000 Penalty: 825.864746
	Iteration 5F: 3 clusters Score -570862.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -571200.312500 Penalty: 825.864746
	Iteration 6F: 3 clusters Score -571200.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -571428.562500 Penalty: 825.864746
	Iteration 7Q: 3 clusters Score -571428.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -571588.187500 Penalty: 825.864746
	Iteration 8Q: 3 clusters Score -571588.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -571708.812500 Penalty: 825.864746
	Iteration 9Q: 3 clusters Score -571708.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -571782.437500 Penalty: 825.864746
	Iteration 10Q: 3 clusters Score -571782.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -571852.375000 Penalty: 825.864746
	Iteration 11Q: 3 clusters Score -571852.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -571907.437500 Penalty: 825.864746
	Iteration 12Q: 3 clusters Score -571907.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -571952.000000 Penalty: 825.864746
	Iteration 13Q: 3 clusters Score -571952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -571985.875000 Penalty: 825.864746
	Iteration 14Q: 3 clusters Score -571985.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -572020.812500 Penalty: 825.864746
	Iteration 15Q: 3 clusters Score -572020.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -572053.250000 Penalty: 825.864746
	Iteration 16Q: 3 clusters Score -572053.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -572086.750000 Penalty: 825.864746
	Iteration 17Q: 3 clusters Score -572086.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -572125.875000 Penalty: 825.864746
	Iteration 18Q: 3 clusters Score -572125.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -572161.500000 Penalty: 825.864746
	Iteration 19Q: 3 clusters Score -572161.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -572203.750000 Penalty: 825.864746
	Iteration 20F: 3 clusters Score -572203.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -572244.187500 Penalty: 825.864746
	Iteration 21Q: 3 clusters Score -572244.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -572283.625000 Penalty: 825.864746
	Iteration 22Q: 3 clusters Score -572283.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -572317.375000 Penalty: 825.864746
	Iteration 23Q: 3 clusters Score -572317.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -572342.062500 Penalty: 825.864746
	Iteration 24Q: 3 clusters Score -572342.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -572370.437500 Penalty: 825.864746
	Iteration 25Q: 3 clusters Score -572370.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -572390.937500 Penalty: 825.864746
	Iteration 26Q: 3 clusters Score -572390.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -572414.875000 Penalty: 825.864746
	Iteration 27Q: 3 clusters Score -572414.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -572435.000000 Penalty: 825.864746
	Iteration 28Q: 3 clusters Score -572435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -572453.937500 Penalty: 825.864746
	Iteration 29Q: 3 clusters Score -572453.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -572467.000000 Penalty: 825.864746
	Iteration 30Q: 3 clusters Score -572467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -572477.500000 Penalty: 825.864746
	Iteration 31Q: 3 clusters Score -572477.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -572485.250000 Penalty: 825.864746
	Iteration 32Q: 3 clusters Score -572485.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -572490.625000 Penalty: 825.864746
	Iteration 33Q: 3 clusters Score -572490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -572493.812500 Penalty: 825.864746
	Iteration 34Q: 3 clusters Score -572493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -572497.000000 Penalty: 825.864746
	Iteration 35Q: 3 clusters Score -572497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -572498.125000 Penalty: 825.864746
	Iteration 36Q: 3 clusters Score -572498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -572500.562500 Penalty: 825.864746
	Iteration 37Q: 3 clusters Score -572500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -572505.187500 Penalty: 825.864746
	Iteration 38Q: 3 clusters Score -572505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -572504.500000 Penalty: 825.864746
	Iteration 39Q: 3 clusters Score -572504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -572504.625000 Penalty: 825.864746
	Iteration 40F: 3 clusters Score -572504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -572505.437500 Penalty: 825.864746
	Iteration 41Q: 3 clusters Score -572505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -572506.000000 Penalty: 825.864746
	Iteration 42Q: 3 clusters Score -572506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -572507.437500 Penalty: 825.864746
	Iteration 43Q: 3 clusters Score -572507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -572508.500000 Penalty: 825.864746
	Iteration 44Q: 3 clusters Score -572508.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -572512.937500 Penalty: 825.864746
	Iteration 45Q: 3 clusters Score -572512.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -572513.375000 Penalty: 825.864746
	Iteration 46Q: 3 clusters Score -572513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -572515.312500 Penalty: 825.864746
	Iteration 47Q: 3 clusters Score -572515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -572517.125000 Penalty: 825.864746
	Iteration 48Q: 3 clusters Score -572517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -572517.937500 Penalty: 825.864746
	Iteration 49Q: 3 clusters Score -572517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -572519.375000 Penalty: 825.864746
	Iteration 50Q: 3 clusters Score -572519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -572520.687500 Penalty: 825.864746
	Iteration 51Q: 3 clusters Score -572520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -572520.750000 Penalty: 825.864746
	Iteration 52Q: 3 clusters Score -572520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -572522.125000 Penalty: 825.864746
	Iteration 53Q: 3 clusters Score -572522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -572522.500000 Penalty: 825.864746
	Iteration 54Q: 3 clusters Score -572522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -572522.187500 Penalty: 825.864746
	Iteration 55Q: 3 clusters Score -572522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -572522.125000 Penalty: 825.864746
	Iteration 56Q: 3 clusters Score -572522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -572523.250000 Penalty: 825.864746
	Iteration 57Q: 3 clusters Score -572523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -572523.125000 Penalty: 825.864746
	Iteration 58Q: 3 clusters Score -572523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -572524.375000 Penalty: 825.864746
	Iteration 59Q: 3 clusters Score -572524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -572524.500000 Penalty: 825.864746
	Iteration 60F: 3 clusters Score -572524.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -344847.187500 Penalty: 394.277557
	Iteration 0F: 2 clusters Score -344847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -340900.156250 Penalty: 788.555115
	Iteration 0F: 3 clusters Score -340900.2 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -342394.906250 Penalty: 788.555115
	Iteration 1F: 3 clusters Score -342394.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -342539.187500 Penalty: 788.555115
	Iteration 2F: 3 clusters Score -342539.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -342709.468750 Penalty: 788.555115
	Iteration 3F: 3 clusters Score -342709.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -342951.656250 Penalty: 788.555115
	Iteration 4F: 3 clusters Score -342951.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -343252.625000 Penalty: 788.555115
	Iteration 5F: 3 clusters Score -343252.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -343643.312500 Penalty: 788.555115
	Iteration 6F: 3 clusters Score -343643.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -344037.906250 Penalty: 788.555115
	Iteration 7F: 3 clusters Score -344037.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -344297.437500 Penalty: 788.555115
	Iteration 8Q: 3 clusters Score -344297.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -344415.406250 Penalty: 788.555115
	Iteration 9Q: 3 clusters Score -344415.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -344498.343750 Penalty: 788.555115
	Iteration 10Q: 3 clusters Score -344498.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -344547.093750 Penalty: 788.555115
	Iteration 11Q: 3 clusters Score -344547.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -344585.000000 Penalty: 788.555115
	Iteration 12Q: 3 clusters Score -344585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -344601.531250 Penalty: 788.555115
	Iteration 13Q: 3 clusters Score -344601.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -344613.062500 Penalty: 788.555115
	Iteration 14Q: 3 clusters Score -344613.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -344618.781250 Penalty: 788.555115
	Iteration 15Q: 3 clusters Score -344618.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -344624.843750 Penalty: 788.555115
	Iteration 16Q: 3 clusters Score -344624.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -344628.718750 Penalty: 788.555115
	Iteration 17Q: 3 clusters Score -344628.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -344632.093750 Penalty: 788.555115
	Iteration 18Q: 3 clusters Score -344632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -344634.312500 Penalty: 788.555115
	Iteration 19Q: 3 clusters Score -344634.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -344638.093750 Penalty: 788.555115
	Iteration 20F: 3 clusters Score -344638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -344639.250000 Penalty: 788.555115
	Iteration 21Q: 3 clusters Score -344639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -344641.031250 Penalty: 788.555115
	Iteration 22Q: 3 clusters Score -344641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -344644.125000 Penalty: 788.555115
	Iteration 23Q: 3 clusters Score -344644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -344647.093750 Penalty: 788.555115
	Iteration 24Q: 3 clusters Score -344647.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -344648.968750 Penalty: 788.555115
	Iteration 25Q: 3 clusters Score -344649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -344650.000000 Penalty: 788.555115
	Iteration 26Q: 3 clusters Score -344650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -344651.437500 Penalty: 788.555115
	Iteration 27Q: 3 clusters Score -344651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -344651.687500 Penalty: 788.555115
	Iteration 28Q: 3 clusters Score -344651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -344652.937500 Penalty: 788.555115
	Iteration 29Q: 3 clusters Score -344652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -344652.875000 Penalty: 788.555115
	Iteration 30Q: 3 clusters Score -344652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -344653.281250 Penalty: 788.555115
	Iteration 31Q: 3 clusters Score -344653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -344654.187500 Penalty: 788.555115
	Iteration 32Q: 3 clusters Score -344654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -344654.093750 Penalty: 788.555115
	Iteration 33Q: 3 clusters Score -344654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -344654.156250 Penalty: 788.555115
	Iteration 34Q: 3 clusters Score -344654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -344654.375000 Penalty: 788.555115
	Iteration 35Q: 3 clusters Score -344654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -344655.281250 Penalty: 788.555115
	Iteration 36Q: 3 clusters Score -344655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -344654.781250 Penalty: 788.555115
	Iteration 37Q: 3 clusters Score -344654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -344654.781250 Penalty: 788.555115
	Iteration 38F: 3 clusters Score -344654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Entering Unmasked Estep 
Score: -5797238.000000 Penalty: 520.634338
	Iteration 0F: 2 clusters Score -5797238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -5743710.500000 Penalty: 1041.268677
	Iteration 0F: 3 clusters Score -5743710 nChanged 45665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5772162.500000 Penalty: 1041.268677
	Iteration 1F: 3 clusters Score -5772162 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5773917.500000 Penalty: 1041.268677
	Iteration 2Q: 3 clusters Score -5773918 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -5776858.500000 Penalty: 1041.268677
	Iteration 3F: 3 clusters Score -5776858 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5781860.000000 Penalty: 1041.268677
	Iteration 4F: 3 clusters Score -5781860 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5788568.000000 Penalty: 1041.268677
	Iteration 5F: 3 clusters Score -5788568 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5794947.500000 Penalty: 1041.268677
	Iteration 6F: 3 clusters Score -5794948 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -5797063.500000 Penalty: 1041.268677
	Iteration 7F: 3 clusters Score -5797064 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5797147.000000 Penalty: 1041.268677
	Iteration 8Q: 3 clusters Score -5797147 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5797046.000000 Penalty: 1041.268677
	Iteration 9Q: 3 clusters Score -5797046 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5797088.000000 Penalty: 1041.268677
	Iteration 10Q: 3 clusters Score -5797088 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5796976.000000 Penalty: 1041.268677
	Iteration 11Q: 3 clusters Score -5796976 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5796997.000000 Penalty: 1041.268677
	Iteration 12Q: 3 clusters Score -5796997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5796968.000000 Penalty: 1041.268677
	Iteration 13Q: 3 clusters Score -5796968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5796935.000000 Penalty: 1041.268677
	Iteration 14Q: 3 clusters Score -5796935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5796900.500000 Penalty: 1041.268677
	Iteration 15Q: 3 clusters Score -5796900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5796892.000000 Penalty: 1041.268677
	Iteration 16Q: 3 clusters Score -5796892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5796884.000000 Penalty: 1041.268677
	Iteration 17Q: 3 clusters Score -5796884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5796882.000000 Penalty: 1041.268677
	Iteration 18Q: 3 clusters Score -5796882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5796890.500000 Penalty: 1041.268677
	Iteration 19Q: 3 clusters Score -5796890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5796890.000000 Penalty: 1041.268677
	Iteration 20F: 3 clusters Score -5796890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5796905.500000 Penalty: 1041.268677
	Iteration 21Q: 3 clusters Score -5796906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5796908.000000 Penalty: 1041.268677
	Iteration 22Q: 3 clusters Score -5796908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5796920.000000 Penalty: 1041.268677
	Iteration 23Q: 3 clusters Score -5796920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5796909.500000 Penalty: 1041.268677
	Iteration 24Q: 3 clusters Score -5796910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5796916.000000 Penalty: 1041.268677
	Iteration 25Q: 3 clusters Score -5796916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5796923.500000 Penalty: 1041.268677
	Iteration 26Q: 3 clusters Score -5796924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5796922.500000 Penalty: 1041.268677
	Iteration 27Q: 3 clusters Score -5796922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5796927.500000 Penalty: 1041.268677
	Iteration 28Q: 3 clusters Score -5796928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5796927.500000 Penalty: 1041.268677
	Iteration 29Q: 3 clusters Score -5796928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5796921.000000 Penalty: 1041.268677
	Iteration 30Q: 3 clusters Score -5796921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5796918.000000 Penalty: 1041.268677
	Iteration 31Q: 3 clusters Score -5796918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5796925.000000 Penalty: 1041.268677
	Iteration 32Q: 3 clusters Score -5796925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5796921.500000 Penalty: 1041.268677
	Iteration 33Q: 3 clusters Score -5796922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5796915.000000 Penalty: 1041.268677
	Iteration 34Q: 3 clusters Score -5796915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5796917.500000 Penalty: 1041.268677
	Iteration 35Q: 3 clusters Score -5796918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5796928.000000 Penalty: 1041.268677
	Iteration 36Q: 3 clusters Score -5796928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5796928.500000 Penalty: 1041.268677
	Iteration 37Q: 3 clusters Score -5796928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5796926.500000 Penalty: 1041.268677
	Iteration 38Q: 3 clusters Score -5796926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5796926.500000 Penalty: 1041.268677
	Iteration 39F: 3 clusters Score -5796926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Entering Unmasked Estep 
Score: -2926879.750000 Penalty: 487.439209
	Iteration 0F: 2 clusters Score -2926880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2897868.250000 Penalty: 974.878418
	Iteration 0F: 3 clusters Score -2897868 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2910253.500000 Penalty: 974.878418
	Iteration 1F: 3 clusters Score -2910254 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2910606.000000 Penalty: 974.878418
	Iteration 2Q: 3 clusters Score -2910606 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2910999.250000 Penalty: 974.878418
	Iteration 3Q: 3 clusters Score -2910999 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2911418.750000 Penalty: 974.878418
	Iteration 4Q: 3 clusters Score -2911419 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2912001.750000 Penalty: 974.878418
	Iteration 5Q: 3 clusters Score -2912002 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2912839.250000 Penalty: 974.878418
	Iteration 6Q: 3 clusters Score -2912839 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -2914164.750000 Penalty: 974.878418
	Iteration 7F: 3 clusters Score -2914165 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -2916208.000000 Penalty: 974.878418
	Iteration 8F: 3 clusters Score -2916208 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -2918982.750000 Penalty: 974.878418
	Iteration 9F: 3 clusters Score -2918983 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -2921899.500000 Penalty: 974.878418
	Iteration 10F: 3 clusters Score -2921900 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -2924304.250000 Penalty: 974.878418
	Iteration 11F: 3 clusters Score -2924304 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -2925646.750000 Penalty: 974.878418
	Iteration 12Q: 3 clusters Score -2925647 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -2926192.500000 Penalty: 974.878418
	Iteration 13Q: 3 clusters Score -2926192 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -2926345.000000 Penalty: 974.878418
	Iteration 14Q: 3 clusters Score -2926345 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -2926411.250000 Penalty: 974.878418
	Iteration 15Q: 3 clusters Score -2926411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -2926442.750000 Penalty: 974.878418
	Iteration 16Q: 3 clusters Score -2926443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -2926469.250000 Penalty: 974.878418
	Iteration 17Q: 3 clusters Score -2926469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -2926487.000000 Penalty: 974.878418
	Iteration 18Q: 3 clusters Score -2926487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -2926509.500000 Penalty: 974.878418
	Iteration 19Q: 3 clusters Score -2926510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -2926519.000000 Penalty: 974.878418
	Iteration 20F: 3 clusters Score -2926519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -2926518.000000 Penalty: 974.878418
	Iteration 21Q: 3 clusters Score -2926518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -2926522.750000 Penalty: 974.878418
	Iteration 22Q: 3 clusters Score -2926523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -2926524.750000 Penalty: 974.878418
	Iteration 23Q: 3 clusters Score -2926525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -2926524.750000 Penalty: 974.878418
	Iteration 24F: 3 clusters Score -2926525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -42402.195312 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -42402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41768.890625 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -41768.89 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41941.628906 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -41941.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41985.906250 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -41985.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42013.000000 Penalty: 600.835510
	Iteration 3F: 3 clusters Score -42013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42053.640625 Penalty: 600.835510
	Iteration 4Q: 3 clusters Score -42053.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42092.988281 Penalty: 600.835510
	Iteration 5F: 3 clusters Score -42092.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42124.097656 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -42124.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42143.632812 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -42143.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42158.503906 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -42158.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42177.023438 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -42177.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42194.078125 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -42194.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42201.601562 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -42201.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42211.082031 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -42211.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42225.605469 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -42225.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42244.429688 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -42244.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42260.945312 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -42260.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42271.761719 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -42271.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42277.921875 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -42277.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42282.742188 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -42282.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42286.972656 Penalty: 600.835510
	Iteration 19Q: 3 clusters Score -42286.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42290.542969 Penalty: 600.835510
	Iteration 20F: 3 clusters Score -42290.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42294.937500 Penalty: 600.835510
	Iteration 21Q: 3 clusters Score -42294.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42298.265625 Penalty: 600.835510
	Iteration 22Q: 3 clusters Score -42298.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42304.414062 Penalty: 600.835510
	Iteration 23Q: 3 clusters Score -42304.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42306.621094 Penalty: 600.835510
	Iteration 24Q: 3 clusters Score -42306.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42307.082031 Penalty: 600.835510
	Iteration 25Q: 3 clusters Score -42307.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42307.335938 Penalty: 600.835510
	Iteration 26Q: 3 clusters Score -42307.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42307.679688 Penalty: 600.835510
	Iteration 27Q: 3 clusters Score -42307.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42308.148438 Penalty: 600.835510
	Iteration 28Q: 3 clusters Score -42308.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42308.148438 Penalty: 600.835510
	Iteration 29F: 3 clusters Score -42308.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -118222.781250 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -118222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -116897.234375 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -116897.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -117338.734375 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -117338.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117408.062500 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -117408.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117465.843750 Penalty: 682.497864
	Iteration 3Q: 3 clusters Score -117465.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117523.859375 Penalty: 682.497864
	Iteration 4Q: 3 clusters Score -117523.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117589.976562 Penalty: 682.497864
	Iteration 5Q: 3 clusters Score -117590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117656.937500 Penalty: 682.497864
	Iteration 6Q: 3 clusters Score -117656.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -117703.546875 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -117703.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -117734.726562 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -117734.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117764.320312 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -117764.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117786.390625 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -117786.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117798.390625 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -117798.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117808.460938 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -117808.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117817.648438 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -117817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117826.203125 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -117826.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -117835.757812 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -117835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117841.007812 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -117841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117843.328125 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -117843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117844.273438 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -117844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -117845.078125 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -117845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117845.953125 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -117846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117846.515625 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -117846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117847.171875 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -117847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117848.015625 Penalty: 682.497864
	Iteration 23Q: 3 clusters Score -117848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117848.335938 Penalty: 682.497864
	Iteration 24Q: 3 clusters Score -117848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117849.117188 Penalty: 682.497864
	Iteration 25Q: 3 clusters Score -117849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117850.609375 Penalty: 682.497864
	Iteration 26Q: 3 clusters Score -117850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117852.289062 Penalty: 682.497864
	Iteration 27Q: 3 clusters Score -117852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117855.023438 Penalty: 682.497864
	Iteration 28Q: 3 clusters Score -117855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117857.195312 Penalty: 682.497864
	Iteration 29Q: 3 clusters Score -117857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117858.609375 Penalty: 682.497864
	Iteration 30Q: 3 clusters Score -117858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117859.578125 Penalty: 682.497864
	Iteration 31Q: 3 clusters Score -117859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117859.890625 Penalty: 682.497864
	Iteration 32Q: 3 clusters Score -117859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117860.265625 Penalty: 682.497864
	Iteration 33Q: 3 clusters Score -117860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -117860.593750 Penalty: 682.497864
	Iteration 34Q: 3 clusters Score -117860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117860.828125 Penalty: 682.497864
	Iteration 35Q: 3 clusters Score -117860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117860.828125 Penalty: 682.497864
	Iteration 36F: 3 clusters Score -117860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -89353.835938 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -89353.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -88260.578125 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -88260.58 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -88590.523438 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -88590.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -88657.617188 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -88657.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88726.851562 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -88726.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -88790.367188 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -88790.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -88866.062500 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -88866.06 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -88944.179688 Penalty: 658.441345
	Iteration 6F: 3 clusters Score -88944.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89000.984375 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -89000.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -89031.390625 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -89031.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -89051.406250 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -89051.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -89077.015625 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -89077.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -89098.500000 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -89098.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -89109.234375 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -89109.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -89115.546875 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -89115.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -89118.968750 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -89118.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -89124.203125 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -89124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -89128.656250 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -89128.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -89131.023438 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -89131.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -89133.851562 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -89133.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -89134.804688 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -89134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -89136.179688 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -89136.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -89137.640625 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -89137.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -89139.140625 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -89139.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -89140.531250 Penalty: 658.441345
	Iteration 23Q: 3 clusters Score -89140.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -89142.062500 Penalty: 658.441345
	Iteration 24Q: 3 clusters Score -89142.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -89143.757812 Penalty: 658.441345
	Iteration 25Q: 3 clusters Score -89143.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -89145.351562 Penalty: 658.441345
	Iteration 26Q: 3 clusters Score -89145.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -89146.843750 Penalty: 658.441345
	Iteration 27Q: 3 clusters Score -89146.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -89148.984375 Penalty: 658.441345
	Iteration 28Q: 3 clusters Score -89148.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -89149.539062 Penalty: 658.441345
	Iteration 29Q: 3 clusters Score -89149.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -89150.335938 Penalty: 658.441345
	Iteration 30Q: 3 clusters Score -89150.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -89151.453125 Penalty: 658.441345
	Iteration 31Q: 3 clusters Score -89151.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -89152.718750 Penalty: 658.441345
	Iteration 32Q: 3 clusters Score -89152.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -89154.000000 Penalty: 658.441345
	Iteration 33Q: 3 clusters Score -89154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -89154.000000 Penalty: 658.441345
	Iteration 34F: 3 clusters Score -89154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Entering Unmasked Estep 
Score: -1886862.500000 Penalty: 467.406433
	Iteration 0F: 2 clusters Score -1886862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1867907.375000 Penalty: 934.812866
	Iteration 0F: 3 clusters Score -1867907 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1876301.000000 Penalty: 934.812866
	Iteration 1F: 3 clusters Score -1876301 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1877282.125000 Penalty: 934.812866
	Iteration 2F: 3 clusters Score -1877282 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1878718.875000 Penalty: 934.812866
	Iteration 3F: 3 clusters Score -1878719 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1880441.625000 Penalty: 934.812866
	Iteration 4F: 3 clusters Score -1880442 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1881643.625000 Penalty: 934.812866
	Iteration 5F: 3 clusters Score -1881644 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1882170.875000 Penalty: 934.812866
	Iteration 6Q: 3 clusters Score -1882171 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1882390.250000 Penalty: 934.812866
	Iteration 7Q: 3 clusters Score -1882390 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1882552.500000 Penalty: 934.812866
	Iteration 8Q: 3 clusters Score -1882552 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1882709.750000 Penalty: 934.812866
	Iteration 9Q: 3 clusters Score -1882710 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1882859.000000 Penalty: 934.812866
	Iteration 10Q: 3 clusters Score -1882859 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1883013.625000 Penalty: 934.812866
	Iteration 11Q: 3 clusters Score -1883014 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1883186.250000 Penalty: 934.812866
	Iteration 12Q: 3 clusters Score -1883186 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1883378.750000 Penalty: 934.812866
	Iteration 13Q: 3 clusters Score -1883379 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1883614.250000 Penalty: 934.812866
	Iteration 14Q: 3 clusters Score -1883614 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1883860.000000 Penalty: 934.812866
	Iteration 15Q: 3 clusters Score -1883860 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1884090.875000 Penalty: 934.812866
	Iteration 16Q: 3 clusters Score -1884091 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1884359.750000 Penalty: 934.812866
	Iteration 17Q: 3 clusters Score -1884360 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1884626.375000 Penalty: 934.812866
	Iteration 18Q: 3 clusters Score -1884626 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1884889.250000 Penalty: 934.812866
	Iteration 19Q: 3 clusters Score -1884889 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1885155.250000 Penalty: 934.812866
	Iteration 20F: 3 clusters Score -1885155 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1885401.500000 Penalty: 934.812866
	Iteration 21Q: 3 clusters Score -1885402 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1885624.625000 Penalty: 934.812866
	Iteration 22Q: 3 clusters Score -1885625 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1885789.125000 Penalty: 934.812866
	Iteration 23Q: 3 clusters Score -1885789 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1885971.375000 Penalty: 934.812866
	Iteration 24Q: 3 clusters Score -1885971 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1886122.000000 Penalty: 934.812866
	Iteration 25Q: 3 clusters Score -1886122 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1886253.875000 Penalty: 934.812866
	Iteration 26Q: 3 clusters Score -1886254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1886368.500000 Penalty: 934.812866
	Iteration 27Q: 3 clusters Score -1886368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1886436.000000 Penalty: 934.812866
	Iteration 28Q: 3 clusters Score -1886436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1886475.875000 Penalty: 934.812866
	Iteration 29Q: 3 clusters Score -1886476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1886508.375000 Penalty: 934.812866
	Iteration 30Q: 3 clusters Score -1886508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1886542.625000 Penalty: 934.812866
	Iteration 31Q: 3 clusters Score -1886543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1886560.250000 Penalty: 934.812866
	Iteration 32Q: 3 clusters Score -1886560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1886575.000000 Penalty: 934.812866
	Iteration 33Q: 3 clusters Score -1886575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1886577.750000 Penalty: 934.812866
	Iteration 34Q: 3 clusters Score -1886578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1886580.625000 Penalty: 934.812866
	Iteration 35Q: 3 clusters Score -1886581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1886580.750000 Penalty: 934.812866
	Iteration 36Q: 3 clusters Score -1886581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1886582.875000 Penalty: 934.812866
	Iteration 37Q: 3 clusters Score -1886583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1886584.500000 Penalty: 934.812866
	Iteration 38Q: 3 clusters Score -1886584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1886588.000000 Penalty: 934.812866
	Iteration 39Q: 3 clusters Score -1886588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1886590.000000 Penalty: 934.812866
	Iteration 40F: 3 clusters Score -1886590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1886590.375000 Penalty: 934.812866
	Iteration 41Q: 3 clusters Score -1886590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1886589.750000 Penalty: 934.812866
	Iteration 42Q: 3 clusters Score -1886590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1886589.750000 Penalty: 934.812866
	Iteration 43F: 3 clusters Score -1886590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -250697.218750 Penalty: 375.969910
	Iteration 0F: 2 clusters Score -250697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -248048.750000 Penalty: 751.939819
	Iteration 0F: 3 clusters Score -248048.8 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -249087.078125 Penalty: 751.939819
	Iteration 1F: 3 clusters Score -249087.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -249310.484375 Penalty: 751.939819
	Iteration 2F: 3 clusters Score -249310.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -249506.531250 Penalty: 751.939819
	Iteration 3F: 3 clusters Score -249506.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -249652.312500 Penalty: 751.939819
	Iteration 4F: 3 clusters Score -249652.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -249792.203125 Penalty: 751.939819
	Iteration 5Q: 3 clusters Score -249792.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -249930.875000 Penalty: 751.939819
	Iteration 6Q: 3 clusters Score -249930.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -250020.703125 Penalty: 751.939819
	Iteration 7Q: 3 clusters Score -250020.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -250076.578125 Penalty: 751.939819
	Iteration 8Q: 3 clusters Score -250076.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -250116.468750 Penalty: 751.939819
	Iteration 9Q: 3 clusters Score -250116.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -250145.828125 Penalty: 751.939819
	Iteration 10Q: 3 clusters Score -250145.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -250171.531250 Penalty: 751.939819
	Iteration 11Q: 3 clusters Score -250171.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -250189.093750 Penalty: 751.939819
	Iteration 12Q: 3 clusters Score -250189.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -250207.140625 Penalty: 751.939819
	Iteration 13Q: 3 clusters Score -250207.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -250221.718750 Penalty: 751.939819
	Iteration 14Q: 3 clusters Score -250221.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -250234.375000 Penalty: 751.939819
	Iteration 15Q: 3 clusters Score -250234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -250253.125000 Penalty: 751.939819
	Iteration 16Q: 3 clusters Score -250253.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -250264.328125 Penalty: 751.939819
	Iteration 17Q: 3 clusters Score -250264.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -250274.968750 Penalty: 751.939819
	Iteration 18Q: 3 clusters Score -250275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -250284.015625 Penalty: 751.939819
	Iteration 19Q: 3 clusters Score -250284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -250293.468750 Penalty: 751.939819
	Iteration 20F: 3 clusters Score -250293.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -250302.343750 Penalty: 751.939819
	Iteration 21Q: 3 clusters Score -250302.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -250309.921875 Penalty: 751.939819
	Iteration 22Q: 3 clusters Score -250309.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -250315.546875 Penalty: 751.939819
	Iteration 23Q: 3 clusters Score -250315.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -250323.687500 Penalty: 751.939819
	Iteration 24Q: 3 clusters Score -250323.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -250332.734375 Penalty: 751.939819
	Iteration 25Q: 3 clusters Score -250332.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -250337.968750 Penalty: 751.939819
	Iteration 26Q: 3 clusters Score -250338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -250340.156250 Penalty: 751.939819
	Iteration 27Q: 3 clusters Score -250340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -250342.234375 Penalty: 751.939819
	Iteration 28Q: 3 clusters Score -250342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -250343.000000 Penalty: 751.939819
	Iteration 29Q: 3 clusters Score -250343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -250345.312500 Penalty: 751.939819
	Iteration 30Q: 3 clusters Score -250345.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -250348.546875 Penalty: 751.939819
	Iteration 31Q: 3 clusters Score -250348.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -250353.703125 Penalty: 751.939819
	Iteration 32Q: 3 clusters Score -250353.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -250357.125000 Penalty: 751.939819
	Iteration 33Q: 3 clusters Score -250357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -250358.640625 Penalty: 751.939819
	Iteration 34Q: 3 clusters Score -250358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -250359.453125 Penalty: 751.939819
	Iteration 35Q: 3 clusters Score -250359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -250360.609375 Penalty: 751.939819
	Iteration 36Q: 3 clusters Score -250360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -250361.421875 Penalty: 751.939819
	Iteration 37Q: 3 clusters Score -250361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -250362.234375 Penalty: 751.939819
	Iteration 38Q: 3 clusters Score -250362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -250362.906250 Penalty: 751.939819
	Iteration 39Q: 3 clusters Score -250362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -250364.234375 Penalty: 751.939819
	Iteration 40F: 3 clusters Score -250364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -250367.234375 Penalty: 751.939819
	Iteration 41Q: 3 clusters Score -250367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -250369.656250 Penalty: 751.939819
	Iteration 42Q: 3 clusters Score -250369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -250370.375000 Penalty: 751.939819
	Iteration 43Q: 3 clusters Score -250370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -250370.734375 Penalty: 751.939819
	Iteration 44Q: 3 clusters Score -250370.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -250372.000000 Penalty: 751.939819
	Iteration 45Q: 3 clusters Score -250372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -250373.406250 Penalty: 751.939819
	Iteration 46Q: 3 clusters Score -250373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -250374.875000 Penalty: 751.939819
	Iteration 47Q: 3 clusters Score -250374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -250375.453125 Penalty: 751.939819
	Iteration 48Q: 3 clusters Score -250375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -250376.781250 Penalty: 751.939819
	Iteration 49Q: 3 clusters Score -250376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -250378.078125 Penalty: 751.939819
	Iteration 50Q: 3 clusters Score -250378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -250379.140625 Penalty: 751.939819
	Iteration 51Q: 3 clusters Score -250379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -250379.906250 Penalty: 751.939819
	Iteration 52Q: 3 clusters Score -250379.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -250381.140625 Penalty: 751.939819
	Iteration 53Q: 3 clusters Score -250381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -250381.234375 Penalty: 751.939819
	Iteration 54Q: 3 clusters Score -250381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -250382.328125 Penalty: 751.939819
	Iteration 55Q: 3 clusters Score -250382.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -250382.593750 Penalty: 751.939819
	Iteration 56Q: 3 clusters Score -250382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -250382.593750 Penalty: 751.939819
	Iteration 57F: 3 clusters Score -250382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -705390.562500 Penalty: 426.237488
	Iteration 0F: 2 clusters Score -705390.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -697561.375000 Penalty: 852.474976
	Iteration 0F: 3 clusters Score -697561.4 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -700670.562500 Penalty: 852.474976
	Iteration 1F: 3 clusters Score -700670.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -700866.062500 Penalty: 852.474976
	Iteration 2Q: 3 clusters Score -700866.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -701096.125000 Penalty: 852.474976
	Iteration 3F: 3 clusters Score -701096.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -701404.937500 Penalty: 852.474976
	Iteration 4F: 3 clusters Score -701404.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -701884.187500 Penalty: 852.474976
	Iteration 5F: 3 clusters Score -701884.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -702608.187500 Penalty: 852.474976
	Iteration 6F: 3 clusters Score -702608.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -703520.812500 Penalty: 852.474976
	Iteration 7F: 3 clusters Score -703520.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -704305.562500 Penalty: 852.474976
	Iteration 8F: 3 clusters Score -704305.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -704727.000000 Penalty: 852.474976
	Iteration 9Q: 3 clusters Score -704727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -704893.500000 Penalty: 852.474976
	Iteration 10Q: 3 clusters Score -704893.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -704965.687500 Penalty: 852.474976
	Iteration 11Q: 3 clusters Score -704965.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -705006.812500 Penalty: 852.474976
	Iteration 12Q: 3 clusters Score -705006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -705026.062500 Penalty: 852.474976
	Iteration 13Q: 3 clusters Score -705026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -705038.500000 Penalty: 852.474976
	Iteration 14Q: 3 clusters Score -705038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -705049.375000 Penalty: 852.474976
	Iteration 15Q: 3 clusters Score -705049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -705056.937500 Penalty: 852.474976
	Iteration 16Q: 3 clusters Score -705056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -705060.000000 Penalty: 852.474976
	Iteration 17Q: 3 clusters Score -705060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -705062.750000 Penalty: 852.474976
	Iteration 18Q: 3 clusters Score -705062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -705062.937500 Penalty: 852.474976
	Iteration 19Q: 3 clusters Score -705062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -705067.875000 Penalty: 852.474976
	Iteration 20F: 3 clusters Score -705067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -705074.625000 Penalty: 852.474976
	Iteration 21Q: 3 clusters Score -705074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -705079.812500 Penalty: 852.474976
	Iteration 22Q: 3 clusters Score -705079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -705087.625000 Penalty: 852.474976
	Iteration 23Q: 3 clusters Score -705087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -705089.500000 Penalty: 852.474976
	Iteration 24Q: 3 clusters Score -705089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -705089.500000 Penalty: 852.474976
	Iteration 25F: 3 clusters Score -705089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 80199 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77526 members 
Mstep: Class 10 contains 5866 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 44095 members 
Mstep: Class 14 contains 78766 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 65168 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 44202 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 15827 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 8862 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 93201 members 
Mstep: Class 27 contains 44934 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28931 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 11706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234008.000000 Penalty: 20201.414062
Iteration 199Q: 34 clusters Score -4.223401e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 80188 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9563 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77551 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 44098 members 
Mstep: Class 14 contains 78783 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65152 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 44204 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15827 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 8802 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 93206 members 
Mstep: Class 27 contains 44933 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 28923 members 
Mstep: Class 32 contains 3879 members 
Mstep: Class 33 contains 11730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234044.000000 Penalty: 20201.414062
Iteration 200F: 34 clusters Score -4.223404e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 80177 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77560 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 44094 members 
Mstep: Class 14 contains 78798 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65161 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 44217 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15826 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 93202 members 
Mstep: Class 27 contains 44931 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 11751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234020.000000 Penalty: 20201.414062
Iteration 201Q: 34 clusters Score -4.223402e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 80149 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 814 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77557 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 44097 members 
Mstep: Class 14 contains 78824 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65150 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 44222 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 15825 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 8695 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 8731 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 93207 members 
Mstep: Class 27 contains 44928 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3879 members 
Mstep: Class 33 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234008.000000 Penalty: 20201.414062
Iteration 202Q: 34 clusters Score -4.223401e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 80119 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 9652 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77559 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 14 contains 78844 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 65142 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 44224 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15825 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 8628 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 93212 members 
Mstep: Class 27 contains 44929 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3879 members 
Mstep: Class 33 contains 11818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 203Q: 34 clusters Score -4.223404e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 80089 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 9687 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77553 members 
Mstep: Class 10 contains 5727 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 14 contains 78864 members 
Mstep: Class 15 contains 30224 members 
Mstep: Class 16 contains 65136 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44233 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15826 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 8574 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 93208 members 
Mstep: Class 27 contains 44928 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 1805 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 28907 members 
Mstep: Class 32 contains 3880 members 
Mstep: Class 33 contains 11845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 204Q: 34 clusters Score -4.223409e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 80057 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 9713 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77559 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 14 contains 78861 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65124 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 44248 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 15830 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 8515 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 93208 members 
Mstep: Class 27 contains 44930 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 1802 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 11879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234176.000000 Penalty: 20201.414062
Iteration 205Q: 34 clusters Score -4.223418e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 80035 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 6 contains 3198 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77566 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 14 contains 78854 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65105 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44263 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 15829 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 8483 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 5819 members 
Mstep: Class 26 contains 93209 members 
Mstep: Class 27 contains 44931 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 1797 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 28906 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 11925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234132.000000 Penalty: 20201.414062
Iteration 206Q: 34 clusters Score -4.223413e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 80012 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 9758 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77577 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 44085 members 
Mstep: Class 14 contains 78853 members 
Mstep: Class 15 contains 30224 members 
Mstep: Class 16 contains 65087 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 44268 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 15824 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 8446 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 93217 members 
Mstep: Class 27 contains 44934 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 1392 members 
Mstep: Class 31 contains 28903 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234180.000000 Penalty: 20201.414062
Iteration 207Q: 34 clusters Score -4.223418e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 79982 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 9783 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77593 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 44081 members 
Mstep: Class 14 contains 78862 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 65072 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 44273 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 15824 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8409 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93207 members 
Mstep: Class 27 contains 44935 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 12001 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 34 clusters Score -4.223422e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 79968 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 9803 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 852 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77611 members 
Mstep: Class 10 contains 5634 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78848 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65052 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 15822 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8379 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93209 members 
Mstep: Class 27 contains 44935 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28903 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 12037 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 34 clusters Score -4.223421e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 79952 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 9810 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77624 members 
Mstep: Class 10 contains 5612 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6582 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 78838 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65054 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 44306 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15818 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8343 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 93217 members 
Mstep: Class 27 contains 44936 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28904 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 12067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234224.000000 Penalty: 20201.414062
Iteration 210Q: 34 clusters Score -4.223422e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 79938 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 9820 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 858 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77626 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78836 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 65045 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 44317 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15818 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 93212 members 
Mstep: Class 27 contains 44935 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28907 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 12103 members 
Entering Unmasked Estep 
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Iteration 211Q: 34 clusters Score -4.223427e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 79911 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77627 members 
Mstep: Class 10 contains 5569 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6589 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78828 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 65041 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 44330 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15818 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 93210 members 
Mstep: Class 27 contains 44932 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 3883 members 
Mstep: Class 33 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 34 clusters Score -4.223424e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 79890 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77627 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 44060 members 
Mstep: Class 14 contains 78826 members 
Mstep: Class 15 contains 30220 members 
Mstep: Class 16 contains 65023 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 44337 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15823 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8227 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 5881 members 
Mstep: Class 26 contains 93210 members 
Mstep: Class 27 contains 44927 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28921 members 
Mstep: Class 32 contains 3884 members 
Mstep: Class 33 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 34 clusters Score -4.223417e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 79871 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6588 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77612 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 44060 members 
Mstep: Class 14 contains 78824 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 65028 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44354 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15826 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8200 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 5880 members 
Mstep: Class 26 contains 93212 members 
Mstep: Class 27 contains 44922 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28923 members 
Mstep: Class 32 contains 3888 members 
Mstep: Class 33 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 34 clusters Score -4.223422e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 79872 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6588 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77606 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78827 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 65021 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 44368 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15827 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8168 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 93200 members 
Mstep: Class 27 contains 44921 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28921 members 
Mstep: Class 32 contains 3891 members 
Mstep: Class 33 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234232.000000 Penalty: 20201.414062
Iteration 215Q: 34 clusters Score -4.223423e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 79879 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6588 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77605 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78828 members 
Mstep: Class 15 contains 30217 members 
Mstep: Class 16 contains 65012 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8134 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 93179 members 
Mstep: Class 27 contains 44918 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28919 members 
Mstep: Class 32 contains 3892 members 
Mstep: Class 33 contains 12266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 34 clusters Score -4.223426e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 79875 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77593 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78846 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 65021 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 44386 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8104 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 93167 members 
Mstep: Class 27 contains 44914 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28918 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 34 clusters Score -4.223416e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 79850 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77580 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78880 members 
Mstep: Class 15 contains 30216 members 
Mstep: Class 16 contains 65018 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 19 contains 1829 members 
Mstep: Class 20 contains 15839 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8073 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 93172 members 
Mstep: Class 27 contains 44910 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28918 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12320 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 34 clusters Score -4.223422e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 79836 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77568 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78896 members 
Mstep: Class 15 contains 30218 members 
Mstep: Class 16 contains 65025 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 44397 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15842 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 93182 members 
Mstep: Class 27 contains 44908 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12349 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 34 clusters Score -4.223417e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 79817 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77559 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78916 members 
Mstep: Class 15 contains 30217 members 
Mstep: Class 16 contains 65029 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44401 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 7982 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 93191 members 
Mstep: Class 27 contains 44906 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28923 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 34 clusters Score -4.223414e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 79828 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 10012 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77544 members 
Mstep: Class 10 contains 5393 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78920 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 65024 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44413 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 15848 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 93194 members 
Mstep: Class 27 contains 44903 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28919 members 
Mstep: Class 32 contains 3892 members 
Mstep: Class 33 contains 12405 members 
Entering Unmasked Estep 
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Iteration 221Q: 34 clusters Score -4.223416e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 79819 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77531 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78926 members 
Mstep: Class 15 contains 30208 members 
Mstep: Class 16 contains 65020 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44428 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15852 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 7920 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 93201 members 
Mstep: Class 27 contains 44898 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28914 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12429 members 
Entering Unmasked Estep 
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Iteration 222Q: 34 clusters Score -4.22342e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 79788 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 10055 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77509 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78946 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 44447 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15857 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 7893 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 93214 members 
Mstep: Class 27 contains 44893 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28908 members 
Mstep: Class 32 contains 3892 members 
Mstep: Class 33 contains 12444 members 
Entering Unmasked Estep 
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Iteration 223Q: 34 clusters Score -4.223419e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 79758 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 10072 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77492 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78970 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 65026 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44456 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15861 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8710 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93221 members 
Mstep: Class 27 contains 44891 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 28906 members 
Mstep: Class 32 contains 3892 members 
Mstep: Class 33 contains 12459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234200.000000 Penalty: 20201.414062
Iteration 224Q: 34 clusters Score -4.22342e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 79739 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77478 members 
Mstep: Class 10 contains 5350 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 79001 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 65026 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44456 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7849 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93237 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28898 members 
Mstep: Class 32 contains 3892 members 
Mstep: Class 33 contains 12474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234124.000000 Penalty: 20201.414062
Iteration 225Q: 34 clusters Score -4.223412e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 79719 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6571 members 
Mstep: Class 5 contains 10109 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77464 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 79018 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 65034 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 44457 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8703 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93249 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3892 members 
Mstep: Class 33 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234164.000000 Penalty: 20201.414062
Iteration 226Q: 34 clusters Score -4.223416e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 79701 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 10126 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77454 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 79028 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 65041 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 44453 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7811 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8700 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 93263 members 
Mstep: Class 27 contains 44885 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28895 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234108.000000 Penalty: 20201.414062
Iteration 227Q: 34 clusters Score -4.223411e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 79689 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77453 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 79035 members 
Mstep: Class 15 contains 30202 members 
Mstep: Class 16 contains 65050 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 44438 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15883 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7795 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8697 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 93278 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28897 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234172.000000 Penalty: 20201.414062
Iteration 228Q: 34 clusters Score -4.223417e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 79671 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77455 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6608 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 79039 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 65071 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 44430 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7766 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8696 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 93285 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234164.000000 Penalty: 20201.414062
Iteration 229Q: 34 clusters Score -4.223416e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 79657 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 10181 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77461 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6613 members 
Mstep: Class 13 contains 44050 members 
Mstep: Class 14 contains 79037 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 65087 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 15906 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8696 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 93286 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 729 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28897 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234256.000000 Penalty: 20201.414062
Iteration 230Q: 34 clusters Score -4.223426e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 79659 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6530 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77472 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 44049 members 
Mstep: Class 14 contains 79007 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 44424 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 7729 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8696 members 
Mstep: Class 25 contains 5865 members 
Mstep: Class 26 contains 93290 members 
Mstep: Class 27 contains 44884 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234208.000000 Penalty: 20201.414062
Iteration 231Q: 34 clusters Score -4.223421e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 79651 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 10216 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77482 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 44051 members 
Mstep: Class 14 contains 78986 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 65090 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44429 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 7714 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8694 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 93310 members 
Mstep: Class 27 contains 44885 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234156.000000 Penalty: 20201.414062
Iteration 232Q: 34 clusters Score -4.223416e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 79666 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 10224 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77488 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 44052 members 
Mstep: Class 14 contains 78961 members 
Mstep: Class 15 contains 30202 members 
Mstep: Class 16 contains 65080 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44437 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7699 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8691 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 93321 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234124.000000 Penalty: 20201.414062
Iteration 233Q: 34 clusters Score -4.223412e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 79676 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77492 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 44053 members 
Mstep: Class 14 contains 78935 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 65069 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44450 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 15950 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 93330 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234100.000000 Penalty: 20201.414062
Iteration 234Q: 34 clusters Score -4.22341e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 79680 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77503 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 44053 members 
Mstep: Class 14 contains 78901 members 
Mstep: Class 15 contains 30200 members 
Mstep: Class 16 contains 65055 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44459 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 15957 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 93341 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234032.000000 Penalty: 20201.414062
Iteration 235Q: 34 clusters Score -4.223403e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 79696 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77507 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6642 members 
Mstep: Class 13 contains 44053 members 
Mstep: Class 14 contains 78866 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 65052 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44462 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15959 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8690 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 93351 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 236Q: 34 clusters Score -4.223414e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 79709 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6480 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77503 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78836 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 65039 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44468 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 15966 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1805 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234104.000000 Penalty: 20201.414062
Iteration 237Q: 34 clusters Score -4.22341e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79719 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77498 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78812 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 65040 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44474 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 15969 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44885 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1810 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234120.000000 Penalty: 20201.414062
Iteration 238Q: 34 clusters Score -4.223412e+07 nChanged 178
Entering ConstructFrom: 
Score: -42234120.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Entering Unmasked Estep 
Score: -694731.000000 Penalty: 423.966217
	Iteration 0F: 2 clusters Score -694731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -687187.687500 Penalty: 847.932434
	Iteration 0F: 3 clusters Score -687187.7 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -690250.500000 Penalty: 847.932434
	Iteration 1F: 3 clusters Score -690250.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -690562.875000 Penalty: 847.932434
	Iteration 2F: 3 clusters Score -690562.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -690904.750000 Penalty: 847.932434
	Iteration 3F: 3 clusters Score -690904.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -691425.250000 Penalty: 847.932434
	Iteration 4F: 3 clusters Score -691425.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -692172.812500 Penalty: 847.932434
	Iteration 5F: 3 clusters Score -692172.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -692822.687500 Penalty: 847.932434
	Iteration 6F: 3 clusters Score -692822.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -693212.312500 Penalty: 847.932434
	Iteration 7F: 3 clusters Score -693212.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -693399.375000 Penalty: 847.932434
	Iteration 8Q: 3 clusters Score -693399.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -693489.375000 Penalty: 847.932434
	Iteration 9Q: 3 clusters Score -693489.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -693543.750000 Penalty: 847.932434
	Iteration 10Q: 3 clusters Score -693543.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -693584.187500 Penalty: 847.932434
	Iteration 11Q: 3 clusters Score -693584.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -693627.812500 Penalty: 847.932434
	Iteration 12Q: 3 clusters Score -693627.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -693667.625000 Penalty: 847.932434
	Iteration 13Q: 3 clusters Score -693667.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -693694.437500 Penalty: 847.932434
	Iteration 14Q: 3 clusters Score -693694.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -693719.437500 Penalty: 847.932434
	Iteration 15Q: 3 clusters Score -693719.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -693749.187500 Penalty: 847.932434
	Iteration 16Q: 3 clusters Score -693749.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -693771.250000 Penalty: 847.932434
	Iteration 17Q: 3 clusters Score -693771.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -693789.562500 Penalty: 847.932434
	Iteration 18Q: 3 clusters Score -693789.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -693813.125000 Penalty: 847.932434
	Iteration 19Q: 3 clusters Score -693813.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -693842.062500 Penalty: 847.932434
	Iteration 20F: 3 clusters Score -693842.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -693872.875000 Penalty: 847.932434
	Iteration 21Q: 3 clusters Score -693872.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -693903.625000 Penalty: 847.932434
	Iteration 22Q: 3 clusters Score -693903.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -693931.937500 Penalty: 847.932434
	Iteration 23Q: 3 clusters Score -693931.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -693958.937500 Penalty: 847.932434
	Iteration 24Q: 3 clusters Score -693958.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -693984.375000 Penalty: 847.932434
	Iteration 25Q: 3 clusters Score -693984.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -694008.437500 Penalty: 847.932434
	Iteration 26Q: 3 clusters Score -694008.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -694024.187500 Penalty: 847.932434
	Iteration 27Q: 3 clusters Score -694024.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -694042.750000 Penalty: 847.932434
	Iteration 28Q: 3 clusters Score -694042.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -694062.062500 Penalty: 847.932434
	Iteration 29Q: 3 clusters Score -694062.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -694086.062500 Penalty: 847.932434
	Iteration 30Q: 3 clusters Score -694086.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -694110.687500 Penalty: 847.932434
	Iteration 31Q: 3 clusters Score -694110.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -694138.750000 Penalty: 847.932434
	Iteration 32Q: 3 clusters Score -694138.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -694164.125000 Penalty: 847.932434
	Iteration 33Q: 3 clusters Score -694164.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -694184.812500 Penalty: 847.932434
	Iteration 34Q: 3 clusters Score -694184.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -694203.125000 Penalty: 847.932434
	Iteration 35Q: 3 clusters Score -694203.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -694216.625000 Penalty: 847.932434
	Iteration 36Q: 3 clusters Score -694216.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -694239.625000 Penalty: 847.932434
	Iteration 37Q: 3 clusters Score -694239.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -694256.187500 Penalty: 847.932434
	Iteration 38Q: 3 clusters Score -694256.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -694276.750000 Penalty: 847.932434
	Iteration 39Q: 3 clusters Score -694276.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -694291.687500 Penalty: 847.932434
	Iteration 40F: 3 clusters Score -694291.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -694305.812500 Penalty: 847.932434
	Iteration 41Q: 3 clusters Score -694305.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -694318.937500 Penalty: 847.932434
	Iteration 42Q: 3 clusters Score -694318.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -694333.187500 Penalty: 847.932434
	Iteration 43Q: 3 clusters Score -694333.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -694341.250000 Penalty: 847.932434
	Iteration 44Q: 3 clusters Score -694341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -694346.250000 Penalty: 847.932434
	Iteration 45Q: 3 clusters Score -694346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -694354.500000 Penalty: 847.932434
	Iteration 46Q: 3 clusters Score -694354.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -694363.812500 Penalty: 847.932434
	Iteration 47Q: 3 clusters Score -694363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -694371.187500 Penalty: 847.932434
	Iteration 48Q: 3 clusters Score -694371.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -694380.875000 Penalty: 847.932434
	Iteration 49Q: 3 clusters Score -694380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -694385.312500 Penalty: 847.932434
	Iteration 50Q: 3 clusters Score -694385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -694387.312500 Penalty: 847.932434
	Iteration 51Q: 3 clusters Score -694387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -694391.062500 Penalty: 847.932434
	Iteration 52Q: 3 clusters Score -694391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -694391.375000 Penalty: 847.932434
	Iteration 53Q: 3 clusters Score -694391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -694392.750000 Penalty: 847.932434
	Iteration 54Q: 3 clusters Score -694392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -694392.125000 Penalty: 847.932434
	Iteration 55Q: 3 clusters Score -694392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -694393.062500 Penalty: 847.932434
	Iteration 56Q: 3 clusters Score -694393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -694393.937500 Penalty: 847.932434
	Iteration 57Q: 3 clusters Score -694393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -694394.875000 Penalty: 847.932434
	Iteration 58Q: 3 clusters Score -694394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -694394.875000 Penalty: 847.932434
	Iteration 59F: 3 clusters Score -694394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Entering Unmasked Estep 
Score: -5034140.000000 Penalty: 513.534668
	Iteration 0F: 2 clusters Score -5034140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4981555.500000 Penalty: 1027.069336
	Iteration 0F: 3 clusters Score -4981556 nChanged 38876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5005892.500000 Penalty: 1027.069336
	Iteration 1F: 3 clusters Score -5005892 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5008334.500000 Penalty: 1027.069336
	Iteration 2F: 3 clusters Score -5008334 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5012350.500000 Penalty: 1027.069336
	Iteration 3F: 3 clusters Score -5012350 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5017760.500000 Penalty: 1027.069336
	Iteration 4F: 3 clusters Score -5017760 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -5021892.000000 Penalty: 1027.069336
	Iteration 5F: 3 clusters Score -5021892 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -5023468.500000 Penalty: 1027.069336
	Iteration 6Q: 3 clusters Score -5023468 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5024182.500000 Penalty: 1027.069336
	Iteration 7Q: 3 clusters Score -5024182 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -5024783.000000 Penalty: 1027.069336
	Iteration 8Q: 3 clusters Score -5024783 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -5025469.000000 Penalty: 1027.069336
	Iteration 9Q: 3 clusters Score -5025469 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -5026021.000000 Penalty: 1027.069336
	Iteration 10Q: 3 clusters Score -5026021 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5026586.000000 Penalty: 1027.069336
	Iteration 11Q: 3 clusters Score -5026586 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -5027063.500000 Penalty: 1027.069336
	Iteration 12Q: 3 clusters Score -5027064 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5027527.500000 Penalty: 1027.069336
	Iteration 13Q: 3 clusters Score -5027528 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5027906.500000 Penalty: 1027.069336
	Iteration 14Q: 3 clusters Score -5027906 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5028187.500000 Penalty: 1027.069336
	Iteration 15Q: 3 clusters Score -5028188 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -5028452.000000 Penalty: 1027.069336
	Iteration 16Q: 3 clusters Score -5028452 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5028773.500000 Penalty: 1027.069336
	Iteration 17Q: 3 clusters Score -5028774 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5029079.000000 Penalty: 1027.069336
	Iteration 18Q: 3 clusters Score -5029079 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -5029400.000000 Penalty: 1027.069336
	Iteration 19Q: 3 clusters Score -5029400 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5029737.000000 Penalty: 1027.069336
	Iteration 20F: 3 clusters Score -5029737 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5029997.500000 Penalty: 1027.069336
	Iteration 21Q: 3 clusters Score -5029998 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5030266.500000 Penalty: 1027.069336
	Iteration 22Q: 3 clusters Score -5030266 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5030490.500000 Penalty: 1027.069336
	Iteration 23Q: 3 clusters Score -5030490 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5030687.500000 Penalty: 1027.069336
	Iteration 24Q: 3 clusters Score -5030688 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5030872.000000 Penalty: 1027.069336
	Iteration 25Q: 3 clusters Score -5030872 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -5031045.000000 Penalty: 1027.069336
	Iteration 26Q: 3 clusters Score -5031045 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5031140.000000 Penalty: 1027.069336
	Iteration 27Q: 3 clusters Score -5031140 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -5031223.500000 Penalty: 1027.069336
	Iteration 28Q: 3 clusters Score -5031224 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5031255.500000 Penalty: 1027.069336
	Iteration 29Q: 3 clusters Score -5031256 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -5031290.500000 Penalty: 1027.069336
	Iteration 30Q: 3 clusters Score -5031290 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -5031335.000000 Penalty: 1027.069336
	Iteration 31Q: 3 clusters Score -5031335 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5031354.000000 Penalty: 1027.069336
	Iteration 32Q: 3 clusters Score -5031354 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -5031379.000000 Penalty: 1027.069336
	Iteration 33Q: 3 clusters Score -5031379 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5031396.000000 Penalty: 1027.069336
	Iteration 34Q: 3 clusters Score -5031396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -5031404.000000 Penalty: 1027.069336
	Iteration 35Q: 3 clusters Score -5031404 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -5031391.000000 Penalty: 1027.069336
	Iteration 36Q: 3 clusters Score -5031391 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5031391.500000 Penalty: 1027.069336
	Iteration 37Q: 3 clusters Score -5031392 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -5031425.500000 Penalty: 1027.069336
	Iteration 38Q: 3 clusters Score -5031426 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5031449.000000 Penalty: 1027.069336
	Iteration 39Q: 3 clusters Score -5031449 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5031463.000000 Penalty: 1027.069336
	Iteration 40F: 3 clusters Score -5031463 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5031445.500000 Penalty: 1027.069336
	Iteration 41Q: 3 clusters Score -5031446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5031436.500000 Penalty: 1027.069336
	Iteration 42Q: 3 clusters Score -5031436 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5031461.500000 Penalty: 1027.069336
	Iteration 43Q: 3 clusters Score -5031462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5031447.500000 Penalty: 1027.069336
	Iteration 44Q: 3 clusters Score -5031448 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5031445.500000 Penalty: 1027.069336
	Iteration 45Q: 3 clusters Score -5031446 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5031438.500000 Penalty: 1027.069336
	Iteration 46Q: 3 clusters Score -5031438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5031442.000000 Penalty: 1027.069336
	Iteration 47Q: 3 clusters Score -5031442 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5031442.000000 Penalty: 1027.069336
	Iteration 48Q: 3 clusters Score -5031442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5031432.000000 Penalty: 1027.069336
	Iteration 49Q: 3 clusters Score -5031432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5031419.500000 Penalty: 1027.069336
	Iteration 50Q: 3 clusters Score -5031420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5031431.500000 Penalty: 1027.069336
	Iteration 51Q: 3 clusters Score -5031432 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5031436.500000 Penalty: 1027.069336
	Iteration 52Q: 3 clusters Score -5031436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -5031438.500000 Penalty: 1027.069336
	Iteration 53Q: 3 clusters Score -5031438 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5031444.000000 Penalty: 1027.069336
	Iteration 54Q: 3 clusters Score -5031444 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5031449.500000 Penalty: 1027.069336
	Iteration 55Q: 3 clusters Score -5031450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5031460.500000 Penalty: 1027.069336
	Iteration 56Q: 3 clusters Score -5031460 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5031455.500000 Penalty: 1027.069336
	Iteration 57Q: 3 clusters Score -5031456 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5031456.500000 Penalty: 1027.069336
	Iteration 58Q: 3 clusters Score -5031456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5031453.000000 Penalty: 1027.069336
	Iteration 59Q: 3 clusters Score -5031453 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5031443.000000 Penalty: 1027.069336
	Iteration 60F: 3 clusters Score -5031443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5031437.500000 Penalty: 1027.069336
	Iteration 61Q: 3 clusters Score -5031438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5031457.500000 Penalty: 1027.069336
	Iteration 62Q: 3 clusters Score -5031458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5031468.000000 Penalty: 1027.069336
	Iteration 63Q: 3 clusters Score -5031468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5031481.500000 Penalty: 1027.069336
	Iteration 64Q: 3 clusters Score -5031482 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5031486.000000 Penalty: 1027.069336
	Iteration 65Q: 3 clusters Score -5031486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5031505.500000 Penalty: 1027.069336
	Iteration 66Q: 3 clusters Score -5031506 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5031519.000000 Penalty: 1027.069336
	Iteration 67Q: 3 clusters Score -5031519 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -5031524.500000 Penalty: 1027.069336
	Iteration 68Q: 3 clusters Score -5031524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5031549 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5031568 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5031562.000000 Penalty: 1027.069336
	Iteration 71Q: 3 clusters Score -5031562 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -5031603.500000 Penalty: 1027.069336
	Iteration 72Q: 3 clusters Score -5031604 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5031624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -5031613.000000 Penalty: 1027.069336
	Iteration 74Q: 3 clusters Score -5031613 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -5031671.000000 Penalty: 1027.069336
	Iteration 75Q: 3 clusters Score -5031671 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5031707.500000 Penalty: 1027.069336
	Iteration 76Q: 3 clusters Score -5031708 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5031745 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5031817 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5031844 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -5031883.500000 Penalty: 1027.069336
	Iteration 80F: 3 clusters Score -5031884 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5031912.000000 Penalty: 1027.069336
	Iteration 81Q: 3 clusters Score -5031912 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5031992 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5032070.000000 Penalty: 1027.069336
	Iteration 83Q: 3 clusters Score -5032070 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5032118.500000 Penalty: 1027.069336
	Iteration 84Q: 3 clusters Score -5032118 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -5032149.000000 Penalty: 1027.069336
	Iteration 85Q: 3 clusters Score -5032149 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5032145.500000 Penalty: 1027.069336
	Iteration 86Q: 3 clusters Score -5032146 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5032171.000000 Penalty: 1027.069336
	Iteration 87Q: 3 clusters Score -5032171 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -5032201.000000 Penalty: 1027.069336
	Iteration 88Q: 3 clusters Score -5032201 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5032240.000000 Penalty: 1027.069336
	Iteration 89Q: 3 clusters Score -5032240 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5032296.500000 Penalty: 1027.069336
	Iteration 90Q: 3 clusters Score -5032296 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -5032358.500000 Penalty: 1027.069336
	Iteration 91Q: 3 clusters Score -5032358 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -5032420.500000 Penalty: 1027.069336
	Iteration 92Q: 3 clusters Score -5032420 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -5032474.500000 Penalty: 1027.069336
	Iteration 93Q: 3 clusters Score -5032474 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5032536.000000 Penalty: 1027.069336
	Iteration 94Q: 3 clusters Score -5032536 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5032628.000000 Penalty: 1027.069336
	Iteration 95Q: 3 clusters Score -5032628 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -5032705.500000 Penalty: 1027.069336
	Iteration 96Q: 3 clusters Score -5032706 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70989 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5032808.500000 Penalty: 1027.069336
	Iteration 97Q: 3 clusters Score -5032808 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -5032886.500000 Penalty: 1027.069336
	Iteration 98Q: 3 clusters Score -5032886 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5032982 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -5033059.500000 Penalty: 1027.069336
	Iteration 100F: 3 clusters Score -5033060 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5033119.000000 Penalty: 1027.069336
	Iteration 101Q: 3 clusters Score -5033119 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5033190.000000 Penalty: 1027.069336
	Iteration 102Q: 3 clusters Score -5033190 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5033332.000000 Penalty: 1027.069336
	Iteration 103Q: 3 clusters Score -5033332 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5033428 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5033529.000000 Penalty: 1027.069336
	Iteration 105Q: 3 clusters Score -5033529 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5033629 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5033719 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5033797.000000 Penalty: 1027.069336
	Iteration 108Q: 3 clusters Score -5033797 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5033853.000000 Penalty: 1027.069336
	Iteration 109Q: 3 clusters Score -5033853 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5033888.500000 Penalty: 1027.069336
	Iteration 110Q: 3 clusters Score -5033888 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5033922.500000 Penalty: 1027.069336
	Iteration 111Q: 3 clusters Score -5033922 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5033961.000000 Penalty: 1027.069336
	Iteration 112Q: 3 clusters Score -5033961 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5033970.500000 Penalty: 1027.069336
	Iteration 113Q: 3 clusters Score -5033970 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5034002.000000 Penalty: 1027.069336
	Iteration 114Q: 3 clusters Score -5034002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5034047.500000 Penalty: 1027.069336
	Iteration 115Q: 3 clusters Score -5034048 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5034073.500000 Penalty: 1027.069336
	Iteration 116Q: 3 clusters Score -5034074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5034096.500000 Penalty: 1027.069336
	Iteration 117Q: 3 clusters Score -5034096 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5034124.000000 Penalty: 1027.069336
	Iteration 118Q: 3 clusters Score -5034124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5034140.500000 Penalty: 1027.069336
	Iteration 119Q: 3 clusters Score -5034140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5034128.000000 Penalty: 1027.069336
	Iteration 120F: 3 clusters Score -5034128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5034131.000000 Penalty: 1027.069336
	Iteration 121Q: 3 clusters Score -5034131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5034143.000000 Penalty: 1027.069336
	Iteration 122Q: 3 clusters Score -5034143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5034139.500000 Penalty: 1027.069336
	Iteration 123Q: 3 clusters Score -5034140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5034146.500000 Penalty: 1027.069336
	Iteration 124Q: 3 clusters Score -5034146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5034147 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5034133.500000 Penalty: 1027.069336
	Iteration 126Q: 3 clusters Score -5034134 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5034132.500000 Penalty: 1027.069336
	Iteration 127Q: 3 clusters Score -5034132 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5034123.500000 Penalty: 1027.069336
	Iteration 128Q: 3 clusters Score -5034124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5034126.500000 Penalty: 1027.069336
	Iteration 129Q: 3 clusters Score -5034126 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5034122.500000 Penalty: 1027.069336
	Iteration 130Q: 3 clusters Score -5034122 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5034126 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5034129.000000 Penalty: 1027.069336
	Iteration 132Q: 3 clusters Score -5034129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5034131.000000 Penalty: 1027.069336
	Iteration 133Q: 3 clusters Score -5034131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5034138.000000 Penalty: 1027.069336
	Iteration 134Q: 3 clusters Score -5034138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5034126.500000 Penalty: 1027.069336
	Iteration 135Q: 3 clusters Score -5034126 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5034138 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5034146 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5034141.000000 Penalty: 1027.069336
	Iteration 138Q: 3 clusters Score -5034141 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5034138 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5034145.500000 Penalty: 1027.069336
	Iteration 140F: 3 clusters Score -5034146 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5034140 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5034147 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5034142.000000 Penalty: 1027.069336
	Iteration 143Q: 3 clusters Score -5034142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5034150.000000 Penalty: 1027.069336
	Iteration 144Q: 3 clusters Score -5034150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5034150.500000 Penalty: 1027.069336
	Iteration 145Q: 3 clusters Score -5034150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5034153.500000 Penalty: 1027.069336
	Iteration 146Q: 3 clusters Score -5034154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5034153.500000 Penalty: 1027.069336
	Iteration 147Q: 3 clusters Score -5034154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5034144.000000 Penalty: 1027.069336
	Iteration 148Q: 3 clusters Score -5034144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5034152.000000 Penalty: 1027.069336
	Iteration 149Q: 3 clusters Score -5034152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5034152.500000 Penalty: 1027.069336
	Iteration 150Q: 3 clusters Score -5034152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5034152.500000 Penalty: 1027.069336
	Iteration 151Q: 3 clusters Score -5034152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5034153.500000 Penalty: 1027.069336
	Iteration 152Q: 3 clusters Score -5034154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5034145.500000 Penalty: 1027.069336
	Iteration 153Q: 3 clusters Score -5034146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5034143.500000 Penalty: 1027.069336
	Iteration 154Q: 3 clusters Score -5034144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5034142.000000 Penalty: 1027.069336
	Iteration 155Q: 3 clusters Score -5034142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5034137.500000 Penalty: 1027.069336
	Iteration 156Q: 3 clusters Score -5034138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5034133.500000 Penalty: 1027.069336
	Iteration 157Q: 3 clusters Score -5034134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5034136.000000 Penalty: 1027.069336
	Iteration 158Q: 3 clusters Score -5034136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5034133.000000 Penalty: 1027.069336
	Iteration 159Q: 3 clusters Score -5034133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5034139.000000 Penalty: 1027.069336
	Iteration 160F: 3 clusters Score -5034139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5034138.000000 Penalty: 1027.069336
	Iteration 161Q: 3 clusters Score -5034138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5034138.000000 Penalty: 1027.069336
	Iteration 162Q: 3 clusters Score -5034138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5034141.000000 Penalty: 1027.069336
	Iteration 163Q: 3 clusters Score -5034141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5034143.000000 Penalty: 1027.069336
	Iteration 164Q: 3 clusters Score -5034143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5034142.500000 Penalty: 1027.069336
	Iteration 165Q: 3 clusters Score -5034142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5034145.000000 Penalty: 1027.069336
	Iteration 166Q: 3 clusters Score -5034145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5034143.000000 Penalty: 1027.069336
	Iteration 167Q: 3 clusters Score -5034143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5034145.500000 Penalty: 1027.069336
	Iteration 168Q: 3 clusters Score -5034146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5034147.500000 Penalty: 1027.069336
	Iteration 169Q: 3 clusters Score -5034148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5034145.500000 Penalty: 1027.069336
	Iteration 170Q: 3 clusters Score -5034146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5034140.500000 Penalty: 1027.069336
	Iteration 171Q: 3 clusters Score -5034140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5034144.000000 Penalty: 1027.069336
	Iteration 172Q: 3 clusters Score -5034144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5034137.500000 Penalty: 1027.069336
	Iteration 173Q: 3 clusters Score -5034138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5034135.000000 Penalty: 1027.069336
	Iteration 174Q: 3 clusters Score -5034135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5034132.000000 Penalty: 1027.069336
	Iteration 175Q: 3 clusters Score -5034132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5034133.500000 Penalty: 1027.069336
	Iteration 176Q: 3 clusters Score -5034134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5034134.000000 Penalty: 1027.069336
	Iteration 177Q: 3 clusters Score -5034134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5034128.500000 Penalty: 1027.069336
	Iteration 178Q: 3 clusters Score -5034128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5034128.500000 Penalty: 1027.069336
	Iteration 179F: 3 clusters Score -5034128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1763.567749 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1763.568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1793.774414 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1793.774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1811.882324 Penalty: 364.667328
	Iteration 2F: 3 clusters Score -1811.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1817.021729 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -1817.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1817.021729 Penalty: 364.667328
	Iteration 4F: 3 clusters Score -1817.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -421393.031250 Penalty: 399.280487
	Iteration 0F: 2 clusters Score -421393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -417005.875000 Penalty: 798.560974
	Iteration 0F: 3 clusters Score -417005.9 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -418780.156250 Penalty: 798.560974
	Iteration 1F: 3 clusters Score -418780.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -418950.031250 Penalty: 798.560974
	Iteration 2F: 3 clusters Score -418950 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -419159.406250 Penalty: 798.560974
	Iteration 3F: 3 clusters Score -419159.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -419485.750000 Penalty: 798.560974
	Iteration 4F: 3 clusters Score -419485.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -419927.500000 Penalty: 798.560974
	Iteration 5F: 3 clusters Score -419927.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -420381.000000 Penalty: 798.560974
	Iteration 6F: 3 clusters Score -420381 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -420702.906250 Penalty: 798.560974
	Iteration 7F: 3 clusters Score -420702.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -420865.906250 Penalty: 798.560974
	Iteration 8Q: 3 clusters Score -420865.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -420938.968750 Penalty: 798.560974
	Iteration 9Q: 3 clusters Score -420939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -420977.937500 Penalty: 798.560974
	Iteration 10Q: 3 clusters Score -420977.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -420991.906250 Penalty: 798.560974
	Iteration 11Q: 3 clusters Score -420991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -421002.312500 Penalty: 798.560974
	Iteration 12Q: 3 clusters Score -421002.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -421017.906250 Penalty: 798.560974
	Iteration 13Q: 3 clusters Score -421017.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -421025.937500 Penalty: 798.560974
	Iteration 14Q: 3 clusters Score -421025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -421033.062500 Penalty: 798.560974
	Iteration 15Q: 3 clusters Score -421033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -421042.468750 Penalty: 798.560974
	Iteration 16Q: 3 clusters Score -421042.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -421054.843750 Penalty: 798.560974
	Iteration 17Q: 3 clusters Score -421054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -421059.656250 Penalty: 798.560974
	Iteration 18Q: 3 clusters Score -421059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -421065.000000 Penalty: 798.560974
	Iteration 19Q: 3 clusters Score -421065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -421068.093750 Penalty: 798.560974
	Iteration 20F: 3 clusters Score -421068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -421073.781250 Penalty: 798.560974
	Iteration 21Q: 3 clusters Score -421073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -421077.718750 Penalty: 798.560974
	Iteration 22Q: 3 clusters Score -421077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -421078.125000 Penalty: 798.560974
	Iteration 23Q: 3 clusters Score -421078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -421078.125000 Penalty: 798.560974
	Iteration 24F: 3 clusters Score -421078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Entering Unmasked Estep 
Score: -652717.625000 Penalty: 420.082886
	Iteration 0F: 2 clusters Score -652717.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -645893.187500 Penalty: 840.165771
	Iteration 0F: 3 clusters Score -645893.2 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -648655.625000 Penalty: 840.165771
	Iteration 1F: 3 clusters Score -648655.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -648854.187500 Penalty: 840.165771
	Iteration 2Q: 3 clusters Score -648854.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -649104.687500 Penalty: 840.165771
	Iteration 3Q: 3 clusters Score -649104.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -649434.000000 Penalty: 840.165771
	Iteration 4F: 3 clusters Score -649434 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -649856.687500 Penalty: 840.165771
	Iteration 5F: 3 clusters Score -649856.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -650225.812500 Penalty: 840.165771
	Iteration 6F: 3 clusters Score -650225.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -650400.437500 Penalty: 840.165771
	Iteration 7Q: 3 clusters Score -650400.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -650474.937500 Penalty: 840.165771
	Iteration 8Q: 3 clusters Score -650474.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -650499.125000 Penalty: 840.165771
	Iteration 9Q: 3 clusters Score -650499.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -650513.500000 Penalty: 840.165771
	Iteration 10Q: 3 clusters Score -650513.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -650529.687500 Penalty: 840.165771
	Iteration 11Q: 3 clusters Score -650529.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -650544.687500 Penalty: 840.165771
	Iteration 12Q: 3 clusters Score -650544.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -650559.875000 Penalty: 840.165771
	Iteration 13Q: 3 clusters Score -650559.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -650566.375000 Penalty: 840.165771
	Iteration 14Q: 3 clusters Score -650566.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -650574.000000 Penalty: 840.165771
	Iteration 15Q: 3 clusters Score -650574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -650584.250000 Penalty: 840.165771
	Iteration 16Q: 3 clusters Score -650584.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -650598.562500 Penalty: 840.165771
	Iteration 17Q: 3 clusters Score -650598.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -650617.625000 Penalty: 840.165771
	Iteration 18Q: 3 clusters Score -650617.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -650640.750000 Penalty: 840.165771
	Iteration 19Q: 3 clusters Score -650640.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -650664.125000 Penalty: 840.165771
	Iteration 20F: 3 clusters Score -650664.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -650685.875000 Penalty: 840.165771
	Iteration 21Q: 3 clusters Score -650685.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -650707.437500 Penalty: 840.165771
	Iteration 22Q: 3 clusters Score -650707.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -650727.750000 Penalty: 840.165771
	Iteration 23Q: 3 clusters Score -650727.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -650745.562500 Penalty: 840.165771
	Iteration 24Q: 3 clusters Score -650745.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -650761.500000 Penalty: 840.165771
	Iteration 25Q: 3 clusters Score -650761.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -650783.437500 Penalty: 840.165771
	Iteration 26Q: 3 clusters Score -650783.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -650805.000000 Penalty: 840.165771
	Iteration 27Q: 3 clusters Score -650805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -650826.562500 Penalty: 840.165771
	Iteration 28Q: 3 clusters Score -650826.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -650841.375000 Penalty: 840.165771
	Iteration 29Q: 3 clusters Score -650841.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -650851.625000 Penalty: 840.165771
	Iteration 30Q: 3 clusters Score -650851.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -650861.250000 Penalty: 840.165771
	Iteration 31Q: 3 clusters Score -650861.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -650876.687500 Penalty: 840.165771
	Iteration 32Q: 3 clusters Score -650876.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -650891.187500 Penalty: 840.165771
	Iteration 33Q: 3 clusters Score -650891.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -650907.500000 Penalty: 840.165771
	Iteration 34Q: 3 clusters Score -650907.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -650928.312500 Penalty: 840.165771
	Iteration 35Q: 3 clusters Score -650928.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -650958.125000 Penalty: 840.165771
	Iteration 36Q: 3 clusters Score -650958.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -650989.812500 Penalty: 840.165771
	Iteration 37Q: 3 clusters Score -650989.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -651022.062500 Penalty: 840.165771
	Iteration 38Q: 3 clusters Score -651022.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -651050.500000 Penalty: 840.165771
	Iteration 39Q: 3 clusters Score -651050.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -651085.562500 Penalty: 840.165771
	Iteration 40F: 3 clusters Score -651085.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -651128.625000 Penalty: 840.165771
	Iteration 41Q: 3 clusters Score -651128.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -651171.437500 Penalty: 840.165771
	Iteration 42Q: 3 clusters Score -651171.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -651215.125000 Penalty: 840.165771
	Iteration 43Q: 3 clusters Score -651215.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -651255.500000 Penalty: 840.165771
	Iteration 44Q: 3 clusters Score -651255.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -651299.812500 Penalty: 840.165771
	Iteration 45Q: 3 clusters Score -651299.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -651350.437500 Penalty: 840.165771
	Iteration 46Q: 3 clusters Score -651350.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -651401.000000 Penalty: 840.165771
	Iteration 47Q: 3 clusters Score -651401 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -651477.250000 Penalty: 840.165771
	Iteration 48Q: 3 clusters Score -651477.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -651553.375000 Penalty: 840.165771
	Iteration 49Q: 3 clusters Score -651553.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -651630.437500 Penalty: 840.165771
	Iteration 50Q: 3 clusters Score -651630.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -651703.187500 Penalty: 840.165771
	Iteration 51Q: 3 clusters Score -651703.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -651759.375000 Penalty: 840.165771
	Iteration 52Q: 3 clusters Score -651759.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -651817.875000 Penalty: 840.165771
	Iteration 53Q: 3 clusters Score -651817.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -651877.250000 Penalty: 840.165771
	Iteration 54Q: 3 clusters Score -651877.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -651937.687500 Penalty: 840.165771
	Iteration 55Q: 3 clusters Score -651937.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -652002.125000 Penalty: 840.165771
	Iteration 56Q: 3 clusters Score -652002.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -652059.187500 Penalty: 840.165771
	Iteration 57Q: 3 clusters Score -652059.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -652098.625000 Penalty: 840.165771
	Iteration 58Q: 3 clusters Score -652098.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -652127.750000 Penalty: 840.165771
	Iteration 59Q: 3 clusters Score -652127.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -652166.875000 Penalty: 840.165771
	Iteration 60F: 3 clusters Score -652166.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -652201.875000 Penalty: 840.165771
	Iteration 61Q: 3 clusters Score -652201.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -652223.125000 Penalty: 840.165771
	Iteration 62Q: 3 clusters Score -652223.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -652236.250000 Penalty: 840.165771
	Iteration 63Q: 3 clusters Score -652236.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -652246.687500 Penalty: 840.165771
	Iteration 64Q: 3 clusters Score -652246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -652250.750000 Penalty: 840.165771
	Iteration 65Q: 3 clusters Score -652250.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -652257.125000 Penalty: 840.165771
	Iteration 66Q: 3 clusters Score -652257.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -652260.312500 Penalty: 840.165771
	Iteration 67Q: 3 clusters Score -652260.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -652259.937500 Penalty: 840.165771
	Iteration 68Q: 3 clusters Score -652259.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -652263.625000 Penalty: 840.165771
	Iteration 69Q: 3 clusters Score -652263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -652268.312500 Penalty: 840.165771
	Iteration 70Q: 3 clusters Score -652268.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -652266.875000 Penalty: 840.165771
	Iteration 71Q: 3 clusters Score -652266.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -652268.000000 Penalty: 840.165771
	Iteration 72Q: 3 clusters Score -652268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -652270.312500 Penalty: 840.165771
	Iteration 73Q: 3 clusters Score -652270.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -652272.625000 Penalty: 840.165771
	Iteration 74Q: 3 clusters Score -652272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -652271.750000 Penalty: 840.165771
	Iteration 75Q: 3 clusters Score -652271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -652271.812500 Penalty: 840.165771
	Iteration 76Q: 3 clusters Score -652271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -652272.125000 Penalty: 840.165771
	Iteration 77Q: 3 clusters Score -652272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -652271.812500 Penalty: 840.165771
	Iteration 78Q: 3 clusters Score -652271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -652271.625000 Penalty: 840.165771
	Iteration 79Q: 3 clusters Score -652271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -652272.062500 Penalty: 840.165771
	Iteration 80F: 3 clusters Score -652272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -652271.500000 Penalty: 840.165771
	Iteration 81Q: 3 clusters Score -652271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -652273.375000 Penalty: 840.165771
	Iteration 82Q: 3 clusters Score -652273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -652271.875000 Penalty: 840.165771
	Iteration 83Q: 3 clusters Score -652271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -652271.875000 Penalty: 840.165771
	Iteration 84Q: 3 clusters Score -652271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -652273.062500 Penalty: 840.165771
	Iteration 85Q: 3 clusters Score -652273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -652273.437500 Penalty: 840.165771
	Iteration 86Q: 3 clusters Score -652273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -652273.187500 Penalty: 840.165771
	Iteration 87Q: 3 clusters Score -652273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -652271.812500 Penalty: 840.165771
	Iteration 88Q: 3 clusters Score -652271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -652271.187500 Penalty: 840.165771
	Iteration 89Q: 3 clusters Score -652271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -652271.187500 Penalty: 840.165771
	Iteration 90F: 3 clusters Score -652271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -183033.328125 Penalty: 367.467285
	Iteration 0F: 2 clusters Score -183033.3 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 1664 members 
Entering Unmasked Estep 
Score: -180809.671875 Penalty: 734.934570
	Iteration 0F: 3 clusters Score -180809.7 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -181693.375000 Penalty: 734.934570
	Iteration 1F: 3 clusters Score -181693.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -181834.015625 Penalty: 734.934570
	Iteration 2F: 3 clusters Score -181834 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -181973.125000 Penalty: 734.934570
	Iteration 3F: 3 clusters Score -181973.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -182088.187500 Penalty: 734.934570
	Iteration 4F: 3 clusters Score -182088.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -182184.890625 Penalty: 734.934570
	Iteration 5Q: 3 clusters Score -182184.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -182286.687500 Penalty: 734.934570
	Iteration 6Q: 3 clusters Score -182286.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -182350.171875 Penalty: 734.934570
	Iteration 7Q: 3 clusters Score -182350.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -182396.421875 Penalty: 734.934570
	Iteration 8Q: 3 clusters Score -182396.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -182437.937500 Penalty: 734.934570
	Iteration 9Q: 3 clusters Score -182437.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -182464.421875 Penalty: 734.934570
	Iteration 10Q: 3 clusters Score -182464.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -182484.000000 Penalty: 734.934570
	Iteration 11Q: 3 clusters Score -182484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -182513.125000 Penalty: 734.934570
	Iteration 12Q: 3 clusters Score -182513.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -182542.453125 Penalty: 734.934570
	Iteration 13Q: 3 clusters Score -182542.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -182562.593750 Penalty: 734.934570
	Iteration 14Q: 3 clusters Score -182562.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -182577.593750 Penalty: 734.934570
	Iteration 15Q: 3 clusters Score -182577.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -182598.171875 Penalty: 734.934570
	Iteration 16Q: 3 clusters Score -182598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -182610.687500 Penalty: 734.934570
	Iteration 17Q: 3 clusters Score -182610.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -182619.703125 Penalty: 734.934570
	Iteration 18Q: 3 clusters Score -182619.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -182627.781250 Penalty: 734.934570
	Iteration 19Q: 3 clusters Score -182627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -182637.000000 Penalty: 734.934570
	Iteration 20F: 3 clusters Score -182637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -182646.593750 Penalty: 734.934570
	Iteration 21Q: 3 clusters Score -182646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -182656.984375 Penalty: 734.934570
	Iteration 22Q: 3 clusters Score -182657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -182671.515625 Penalty: 734.934570
	Iteration 23Q: 3 clusters Score -182671.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -182682.187500 Penalty: 734.934570
	Iteration 24Q: 3 clusters Score -182682.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -182692.281250 Penalty: 734.934570
	Iteration 25Q: 3 clusters Score -182692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -182699.890625 Penalty: 734.934570
	Iteration 26Q: 3 clusters Score -182699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -182706.796875 Penalty: 734.934570
	Iteration 27Q: 3 clusters Score -182706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -182712.031250 Penalty: 734.934570
	Iteration 28Q: 3 clusters Score -182712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -182713.156250 Penalty: 734.934570
	Iteration 29Q: 3 clusters Score -182713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -182713.156250 Penalty: 734.934570
	Iteration 30F: 3 clusters Score -182713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -53056.789062 Penalty: 309.000580
	Iteration 0F: 2 clusters Score -53056.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -52340.609375 Penalty: 618.001160
	Iteration 0F: 3 clusters Score -52340.61 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52523.683594 Penalty: 618.001160
	Iteration 1F: 3 clusters Score -52523.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -52589.574219 Penalty: 618.001160
	Iteration 2F: 3 clusters Score -52589.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -52632.203125 Penalty: 618.001160
	Iteration 3F: 3 clusters Score -52632.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52654.644531 Penalty: 618.001160
	Iteration 4Q: 3 clusters Score -52654.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -52676.203125 Penalty: 618.001160
	Iteration 5Q: 3 clusters Score -52676.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -52691.660156 Penalty: 618.001160
	Iteration 6Q: 3 clusters Score -52691.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -52705.820312 Penalty: 618.001160
	Iteration 7Q: 3 clusters Score -52705.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -52720.191406 Penalty: 618.001160
	Iteration 8Q: 3 clusters Score -52720.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -52726.765625 Penalty: 618.001160
	Iteration 9Q: 3 clusters Score -52726.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52732.265625 Penalty: 618.001160
	Iteration 10Q: 3 clusters Score -52732.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -52736.804688 Penalty: 618.001160
	Iteration 11Q: 3 clusters Score -52736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -52741.789062 Penalty: 618.001160
	Iteration 12Q: 3 clusters Score -52741.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52744.335938 Penalty: 618.001160
	Iteration 13Q: 3 clusters Score -52744.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52745.281250 Penalty: 618.001160
	Iteration 14Q: 3 clusters Score -52745.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -52747.910156 Penalty: 618.001160
	Iteration 15Q: 3 clusters Score -52747.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -52749.933594 Penalty: 618.001160
	Iteration 16Q: 3 clusters Score -52749.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -52751.261719 Penalty: 618.001160
	Iteration 17Q: 3 clusters Score -52751.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -52752.230469 Penalty: 618.001160
	Iteration 18Q: 3 clusters Score -52752.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -52752.539062 Penalty: 618.001160
	Iteration 19Q: 3 clusters Score -52752.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -52753.445312 Penalty: 618.001160
	Iteration 20F: 3 clusters Score -52753.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -52755.042969 Penalty: 618.001160
	Iteration 21Q: 3 clusters Score -52755.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -52755.480469 Penalty: 618.001160
	Iteration 22Q: 3 clusters Score -52755.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -52756.843750 Penalty: 618.001160
	Iteration 23Q: 3 clusters Score -52756.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -52757.078125 Penalty: 618.001160
	Iteration 24Q: 3 clusters Score -52757.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -52757.078125 Penalty: 618.001160
	Iteration 25F: 3 clusters Score -52757.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4540.599609 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4540.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4605.352539 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4605.353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4639.491211 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4639.491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4645.001465 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4645.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4647.942871 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4647.943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4649.437012 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4649.437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4649.437012 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -4649.437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Entering Unmasked Estep 
Score: -4855473.500000 Penalty: 512.239929
	Iteration 0F: 2 clusters Score -4855474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4804642.500000 Penalty: 1024.479858
	Iteration 0F: 3 clusters Score -4804642 nChanged 37796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4828799.000000 Penalty: 1024.479858
	Iteration 1F: 3 clusters Score -4828799 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4831158.500000 Penalty: 1024.479858
	Iteration 2F: 3 clusters Score -4831158 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4835037.500000 Penalty: 1024.479858
	Iteration 3F: 3 clusters Score -4835038 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4841064.500000 Penalty: 1024.479858
	Iteration 4F: 3 clusters Score -4841064 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4848062.000000 Penalty: 1024.479858
	Iteration 5F: 3 clusters Score -4848062 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4853091.500000 Penalty: 1024.479858
	Iteration 6F: 3 clusters Score -4853092 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4854670.500000 Penalty: 1024.479858
	Iteration 7Q: 3 clusters Score -4854670 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4854944.000000 Penalty: 1024.479858
	Iteration 8Q: 3 clusters Score -4854944 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4854997.000000 Penalty: 1024.479858
	Iteration 9Q: 3 clusters Score -4854997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4855012.500000 Penalty: 1024.479858
	Iteration 10Q: 3 clusters Score -4855012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4855039.500000 Penalty: 1024.479858
	Iteration 11Q: 3 clusters Score -4855040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4855041.500000 Penalty: 1024.479858
	Iteration 12Q: 3 clusters Score -4855042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4855047.500000 Penalty: 1024.479858
	Iteration 13Q: 3 clusters Score -4855048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4855047.000000 Penalty: 1024.479858
	Iteration 14Q: 3 clusters Score -4855047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4855059.000000 Penalty: 1024.479858
	Iteration 15Q: 3 clusters Score -4855059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4855059.000000 Penalty: 1024.479858
	Iteration 16Q: 3 clusters Score -4855059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4855059.000000 Penalty: 1024.479858
	Iteration 17F: 3 clusters Score -4855059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -328229.750000 Penalty: 389.412964
	Iteration 0F: 2 clusters Score -328229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -324680.468750 Penalty: 778.825928
	Iteration 0F: 3 clusters Score -324680.5 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -326018.781250 Penalty: 778.825928
	Iteration 1F: 3 clusters Score -326018.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -326324.843750 Penalty: 778.825928
	Iteration 2F: 3 clusters Score -326324.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -326659.343750 Penalty: 778.825928
	Iteration 3F: 3 clusters Score -326659.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327127.000000 Penalty: 778.825928
	Iteration 4F: 3 clusters Score -327127 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -327531.687500 Penalty: 778.825928
	Iteration 5F: 3 clusters Score -327531.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -327725.562500 Penalty: 778.825928
	Iteration 6Q: 3 clusters Score -327725.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -327781.781250 Penalty: 778.825928
	Iteration 7Q: 3 clusters Score -327781.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -327808.781250 Penalty: 778.825928
	Iteration 8Q: 3 clusters Score -327808.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -327828.218750 Penalty: 778.825928
	Iteration 9Q: 3 clusters Score -327828.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -327842.562500 Penalty: 778.825928
	Iteration 10Q: 3 clusters Score -327842.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -327853.343750 Penalty: 778.825928
	Iteration 11Q: 3 clusters Score -327853.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -327863.875000 Penalty: 778.825928
	Iteration 12Q: 3 clusters Score -327863.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -327876.187500 Penalty: 778.825928
	Iteration 13Q: 3 clusters Score -327876.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -327894.125000 Penalty: 778.825928
	Iteration 14Q: 3 clusters Score -327894.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -327911.406250 Penalty: 778.825928
	Iteration 15Q: 3 clusters Score -327911.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -327932.093750 Penalty: 778.825928
	Iteration 16Q: 3 clusters Score -327932.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -327946.093750 Penalty: 778.825928
	Iteration 17Q: 3 clusters Score -327946.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -327959.625000 Penalty: 778.825928
	Iteration 18Q: 3 clusters Score -327959.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -327971.500000 Penalty: 778.825928
	Iteration 19Q: 3 clusters Score -327971.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -327980.062500 Penalty: 778.825928
	Iteration 20F: 3 clusters Score -327980.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -327987.218750 Penalty: 778.825928
	Iteration 21Q: 3 clusters Score -327987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -327991.500000 Penalty: 778.825928
	Iteration 22Q: 3 clusters Score -327991.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -327994.625000 Penalty: 778.825928
	Iteration 23Q: 3 clusters Score -327994.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -327996.562500 Penalty: 778.825928
	Iteration 24Q: 3 clusters Score -327996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -327997.937500 Penalty: 778.825928
	Iteration 25Q: 3 clusters Score -327997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -327999.437500 Penalty: 778.825928
	Iteration 26Q: 3 clusters Score -327999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -328001.250000 Penalty: 778.825928
	Iteration 27Q: 3 clusters Score -328001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -328003.562500 Penalty: 778.825928
	Iteration 28Q: 3 clusters Score -328003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -328005.218750 Penalty: 778.825928
	Iteration 29Q: 3 clusters Score -328005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -328005.843750 Penalty: 778.825928
	Iteration 30Q: 3 clusters Score -328005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -328007.437500 Penalty: 778.825928
	Iteration 31Q: 3 clusters Score -328007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -328008.625000 Penalty: 778.825928
	Iteration 32Q: 3 clusters Score -328008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -328010.875000 Penalty: 778.825928
	Iteration 33Q: 3 clusters Score -328010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -328014.093750 Penalty: 778.825928
	Iteration 34Q: 3 clusters Score -328014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -328016.437500 Penalty: 778.825928
	Iteration 35Q: 3 clusters Score -328016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -328018.750000 Penalty: 778.825928
	Iteration 36Q: 3 clusters Score -328018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -328022.093750 Penalty: 778.825928
	Iteration 37Q: 3 clusters Score -328022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -328025.625000 Penalty: 778.825928
	Iteration 38Q: 3 clusters Score -328025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -328031.500000 Penalty: 778.825928
	Iteration 39Q: 3 clusters Score -328031.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -328043.281250 Penalty: 778.825928
	Iteration 40F: 3 clusters Score -328043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -328057.000000 Penalty: 778.825928
	Iteration 41Q: 3 clusters Score -328057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -328070.156250 Penalty: 778.825928
	Iteration 42Q: 3 clusters Score -328070.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -328086.781250 Penalty: 778.825928
	Iteration 43Q: 3 clusters Score -328086.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -328100.281250 Penalty: 778.825928
	Iteration 44Q: 3 clusters Score -328100.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -328115.968750 Penalty: 778.825928
	Iteration 45Q: 3 clusters Score -328116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -328129.031250 Penalty: 778.825928
	Iteration 46Q: 3 clusters Score -328129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -328138.843750 Penalty: 778.825928
	Iteration 47Q: 3 clusters Score -328138.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -328146.093750 Penalty: 778.825928
	Iteration 48Q: 3 clusters Score -328146.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -328151.781250 Penalty: 778.825928
	Iteration 49Q: 3 clusters Score -328151.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -328158.093750 Penalty: 778.825928
	Iteration 50Q: 3 clusters Score -328158.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -328163.937500 Penalty: 778.825928
	Iteration 51Q: 3 clusters Score -328163.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -328169.875000 Penalty: 778.825928
	Iteration 52Q: 3 clusters Score -328169.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -328172.875000 Penalty: 778.825928
	Iteration 53Q: 3 clusters Score -328172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -328179.062500 Penalty: 778.825928
	Iteration 54Q: 3 clusters Score -328179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -328182.156250 Penalty: 778.825928
	Iteration 55Q: 3 clusters Score -328182.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -328186.281250 Penalty: 778.825928
	Iteration 56Q: 3 clusters Score -328186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -328187.250000 Penalty: 778.825928
	Iteration 57Q: 3 clusters Score -328187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -328187.468750 Penalty: 778.825928
	Iteration 58Q: 3 clusters Score -328187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -328187.531250 Penalty: 778.825928
	Iteration 59Q: 3 clusters Score -328187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -328188.687500 Penalty: 778.825928
	Iteration 60F: 3 clusters Score -328188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -328189.125000 Penalty: 778.825928
	Iteration 61Q: 3 clusters Score -328189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -328191.156250 Penalty: 778.825928
	Iteration 62Q: 3 clusters Score -328191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -328192.593750 Penalty: 778.825928
	Iteration 63Q: 3 clusters Score -328192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -328193.437500 Penalty: 778.825928
	Iteration 64Q: 3 clusters Score -328193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -328194.250000 Penalty: 778.825928
	Iteration 65Q: 3 clusters Score -328194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -328193.843750 Penalty: 778.825928
	Iteration 66Q: 3 clusters Score -328193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -328193.843750 Penalty: 778.825928
	Iteration 67F: 3 clusters Score -328193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -63093.703125 Penalty: 319.459320
	Iteration 0F: 2 clusters Score -63093.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62223.812500 Penalty: 638.918640
	Iteration 0F: 3 clusters Score -62223.81 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62581.734375 Penalty: 638.918640
	Iteration 1F: 3 clusters Score -62581.73 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62719.703125 Penalty: 638.918640
	Iteration 2F: 3 clusters Score -62719.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -62793.132812 Penalty: 638.918640
	Iteration 3F: 3 clusters Score -62793.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -62825.707031 Penalty: 638.918640
	Iteration 4Q: 3 clusters Score -62825.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -62843.964844 Penalty: 638.918640
	Iteration 5Q: 3 clusters Score -62843.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -62855.441406 Penalty: 638.918640
	Iteration 6Q: 3 clusters Score -62855.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -62863.937500 Penalty: 638.918640
	Iteration 7Q: 3 clusters Score -62863.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -62875.664062 Penalty: 638.918640
	Iteration 8Q: 3 clusters Score -62875.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -62885.300781 Penalty: 638.918640
	Iteration 9Q: 3 clusters Score -62885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62895.519531 Penalty: 638.918640
	Iteration 10Q: 3 clusters Score -62895.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -62906.222656 Penalty: 638.918640
	Iteration 11Q: 3 clusters Score -62906.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -62920.191406 Penalty: 638.918640
	Iteration 12Q: 3 clusters Score -62920.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -62932.667969 Penalty: 638.918640
	Iteration 13Q: 3 clusters Score -62932.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -62938.027344 Penalty: 638.918640
	Iteration 14Q: 3 clusters Score -62938.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -62947.328125 Penalty: 638.918640
	Iteration 15Q: 3 clusters Score -62947.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62959.433594 Penalty: 638.918640
	Iteration 16Q: 3 clusters Score -62959.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -62974.316406 Penalty: 638.918640
	Iteration 17Q: 3 clusters Score -62974.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -62992.179688 Penalty: 638.918640
	Iteration 18Q: 3 clusters Score -62992.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63003.210938 Penalty: 638.918640
	Iteration 19Q: 3 clusters Score -63003.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -63010.851562 Penalty: 638.918640
	Iteration 20F: 3 clusters Score -63010.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -63015.613281 Penalty: 638.918640
	Iteration 21Q: 3 clusters Score -63015.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -63018.976562 Penalty: 638.918640
	Iteration 22Q: 3 clusters Score -63018.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -63021.101562 Penalty: 638.918640
	Iteration 23Q: 3 clusters Score -63021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -63024.617188 Penalty: 638.918640
	Iteration 24Q: 3 clusters Score -63024.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -63025.382812 Penalty: 638.918640
	Iteration 25Q: 3 clusters Score -63025.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -63025.710938 Penalty: 638.918640
	Iteration 26Q: 3 clusters Score -63025.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -63027.082031 Penalty: 638.918640
	Iteration 27Q: 3 clusters Score -63027.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -63027.238281 Penalty: 638.918640
	Iteration 28Q: 3 clusters Score -63027.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -63027.238281 Penalty: 638.918640
	Iteration 29F: 3 clusters Score -63027.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -443705.218750 Penalty: 400.548981
	Iteration 0F: 2 clusters Score -443705.2 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 3361 members 
Entering Unmasked Estep 
Score: -439200.593750 Penalty: 801.097961
	Iteration 0F: 3 clusters Score -439200.6 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -440908.687500 Penalty: 801.097961
	Iteration 1F: 3 clusters Score -440908.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -441037.906250 Penalty: 801.097961
	Iteration 2F: 3 clusters Score -441037.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -441204.093750 Penalty: 801.097961
	Iteration 3F: 3 clusters Score -441204.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -441404.125000 Penalty: 801.097961
	Iteration 4F: 3 clusters Score -441404.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -441668.906250 Penalty: 801.097961
	Iteration 5F: 3 clusters Score -441668.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -441961.312500 Penalty: 801.097961
	Iteration 6F: 3 clusters Score -441961.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -442226.968750 Penalty: 801.097961
	Iteration 7F: 3 clusters Score -442227 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -442384.656250 Penalty: 801.097961
	Iteration 8Q: 3 clusters Score -442384.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -442466.531250 Penalty: 801.097961
	Iteration 9Q: 3 clusters Score -442466.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -442512.593750 Penalty: 801.097961
	Iteration 10Q: 3 clusters Score -442512.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -442553.812500 Penalty: 801.097961
	Iteration 11Q: 3 clusters Score -442553.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -442585.468750 Penalty: 801.097961
	Iteration 12Q: 3 clusters Score -442585.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -442611.843750 Penalty: 801.097961
	Iteration 13Q: 3 clusters Score -442611.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -442640.218750 Penalty: 801.097961
	Iteration 14Q: 3 clusters Score -442640.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -442671.843750 Penalty: 801.097961
	Iteration 15Q: 3 clusters Score -442671.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -442714.343750 Penalty: 801.097961
	Iteration 16Q: 3 clusters Score -442714.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -442768.500000 Penalty: 801.097961
	Iteration 17Q: 3 clusters Score -442768.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -442819.250000 Penalty: 801.097961
	Iteration 18Q: 3 clusters Score -442819.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -442857.625000 Penalty: 801.097961
	Iteration 19Q: 3 clusters Score -442857.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -442903.218750 Penalty: 801.097961
	Iteration 20F: 3 clusters Score -442903.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -442951.531250 Penalty: 801.097961
	Iteration 21Q: 3 clusters Score -442951.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -443002.781250 Penalty: 801.097961
	Iteration 22Q: 3 clusters Score -443002.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -443039.062500 Penalty: 801.097961
	Iteration 23Q: 3 clusters Score -443039.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -443067.781250 Penalty: 801.097961
	Iteration 24Q: 3 clusters Score -443067.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -443089.468750 Penalty: 801.097961
	Iteration 25Q: 3 clusters Score -443089.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -443113.875000 Penalty: 801.097961
	Iteration 26Q: 3 clusters Score -443113.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -443138.906250 Penalty: 801.097961
	Iteration 27Q: 3 clusters Score -443138.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -443155.625000 Penalty: 801.097961
	Iteration 28Q: 3 clusters Score -443155.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -443170.500000 Penalty: 801.097961
	Iteration 29Q: 3 clusters Score -443170.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -443184.812500 Penalty: 801.097961
	Iteration 30Q: 3 clusters Score -443184.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -443203.468750 Penalty: 801.097961
	Iteration 31Q: 3 clusters Score -443203.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -443214.000000 Penalty: 801.097961
	Iteration 32Q: 3 clusters Score -443214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -443227.312500 Penalty: 801.097961
	Iteration 33Q: 3 clusters Score -443227.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -443235.812500 Penalty: 801.097961
	Iteration 34Q: 3 clusters Score -443235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -443241.093750 Penalty: 801.097961
	Iteration 35Q: 3 clusters Score -443241.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -443246.187500 Penalty: 801.097961
	Iteration 36Q: 3 clusters Score -443246.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -443253.593750 Penalty: 801.097961
	Iteration 37Q: 3 clusters Score -443253.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -443259.625000 Penalty: 801.097961
	Iteration 38Q: 3 clusters Score -443259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -443264.968750 Penalty: 801.097961
	Iteration 39Q: 3 clusters Score -443265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -443271.625000 Penalty: 801.097961
	Iteration 40F: 3 clusters Score -443271.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -443281.593750 Penalty: 801.097961
	Iteration 41Q: 3 clusters Score -443281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -443290.937500 Penalty: 801.097961
	Iteration 42Q: 3 clusters Score -443290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -443299.718750 Penalty: 801.097961
	Iteration 43Q: 3 clusters Score -443299.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -443302.281250 Penalty: 801.097961
	Iteration 44Q: 3 clusters Score -443302.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -443310.281250 Penalty: 801.097961
	Iteration 45Q: 3 clusters Score -443310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -443316.281250 Penalty: 801.097961
	Iteration 46Q: 3 clusters Score -443316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -443322.125000 Penalty: 801.097961
	Iteration 47Q: 3 clusters Score -443322.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -443327.031250 Penalty: 801.097961
	Iteration 48Q: 3 clusters Score -443327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -443333.000000 Penalty: 801.097961
	Iteration 49Q: 3 clusters Score -443333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -443338.125000 Penalty: 801.097961
	Iteration 50Q: 3 clusters Score -443338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -443341.656250 Penalty: 801.097961
	Iteration 51Q: 3 clusters Score -443341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -443344.593750 Penalty: 801.097961
	Iteration 52Q: 3 clusters Score -443344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -443346.156250 Penalty: 801.097961
	Iteration 53Q: 3 clusters Score -443346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -443347.156250 Penalty: 801.097961
	Iteration 54Q: 3 clusters Score -443347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -443348.937500 Penalty: 801.097961
	Iteration 55Q: 3 clusters Score -443348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -443351.656250 Penalty: 801.097961
	Iteration 56Q: 3 clusters Score -443351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -443354.062500 Penalty: 801.097961
	Iteration 57Q: 3 clusters Score -443354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -443357.937500 Penalty: 801.097961
	Iteration 58Q: 3 clusters Score -443357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -443361.375000 Penalty: 801.097961
	Iteration 59Q: 3 clusters Score -443361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -443369.687500 Penalty: 801.097961
	Iteration 60F: 3 clusters Score -443369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -443373.718750 Penalty: 801.097961
	Iteration 61Q: 3 clusters Score -443373.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -443377.343750 Penalty: 801.097961
	Iteration 62Q: 3 clusters Score -443377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -443380.781250 Penalty: 801.097961
	Iteration 63Q: 3 clusters Score -443380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -443383.000000 Penalty: 801.097961
	Iteration 64Q: 3 clusters Score -443383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -443382.875000 Penalty: 801.097961
	Iteration 65Q: 3 clusters Score -443382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -443384.218750 Penalty: 801.097961
	Iteration 66Q: 3 clusters Score -443384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -443384.218750 Penalty: 801.097961
	Iteration 67F: 3 clusters Score -443384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Entering Unmasked Estep 
Score: -2911887.750000 Penalty: 486.540344
	Iteration 0F: 2 clusters Score -2911888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2883045.000000 Penalty: 973.080688
	Iteration 0F: 3 clusters Score -2883045 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2895534.750000 Penalty: 973.080688
	Iteration 1F: 3 clusters Score -2895535 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2896462.500000 Penalty: 973.080688
	Iteration 2F: 3 clusters Score -2896462 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2897760.000000 Penalty: 973.080688
	Iteration 3F: 3 clusters Score -2897760 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2899446.500000 Penalty: 973.080688
	Iteration 4F: 3 clusters Score -2899446 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2901588.000000 Penalty: 973.080688
	Iteration 5F: 3 clusters Score -2901588 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2904114.250000 Penalty: 973.080688
	Iteration 6F: 3 clusters Score -2904114 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2906313.500000 Penalty: 973.080688
	Iteration 7F: 3 clusters Score -2906314 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2907742.750000 Penalty: 973.080688
	Iteration 8Q: 3 clusters Score -2907743 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2908591.000000 Penalty: 973.080688
	Iteration 9Q: 3 clusters Score -2908591 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2909272.000000 Penalty: 973.080688
	Iteration 10Q: 3 clusters Score -2909272 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2909816.500000 Penalty: 973.080688
	Iteration 11Q: 3 clusters Score -2909816 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2910138.750000 Penalty: 973.080688
	Iteration 12Q: 3 clusters Score -2910139 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2910338.000000 Penalty: 973.080688
	Iteration 13Q: 3 clusters Score -2910338 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2910615.250000 Penalty: 973.080688
	Iteration 14Q: 3 clusters Score -2910615 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2910860.750000 Penalty: 973.080688
	Iteration 15Q: 3 clusters Score -2910861 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2911007.500000 Penalty: 973.080688
	Iteration 16Q: 3 clusters Score -2911008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2911100.500000 Penalty: 973.080688
	Iteration 17Q: 3 clusters Score -2911100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2911182.250000 Penalty: 973.080688
	Iteration 18Q: 3 clusters Score -2911182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2911225.750000 Penalty: 973.080688
	Iteration 19Q: 3 clusters Score -2911226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2911264.250000 Penalty: 973.080688
	Iteration 20F: 3 clusters Score -2911264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2911289.750000 Penalty: 973.080688
	Iteration 21Q: 3 clusters Score -2911290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2911319.750000 Penalty: 973.080688
	Iteration 22Q: 3 clusters Score -2911320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2911336.000000 Penalty: 973.080688
	Iteration 23Q: 3 clusters Score -2911336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2911352.750000 Penalty: 973.080688
	Iteration 24Q: 3 clusters Score -2911353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2911368.250000 Penalty: 973.080688
	Iteration 25Q: 3 clusters Score -2911368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2911379.500000 Penalty: 973.080688
	Iteration 26Q: 3 clusters Score -2911380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2911390.500000 Penalty: 973.080688
	Iteration 27Q: 3 clusters Score -2911390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2911395.500000 Penalty: 973.080688
	Iteration 28Q: 3 clusters Score -2911396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2911395.500000 Penalty: 973.080688
	Iteration 29Q: 3 clusters Score -2911396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2911394.750000 Penalty: 973.080688
	Iteration 30Q: 3 clusters Score -2911395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2911394.500000 Penalty: 973.080688
	Iteration 31Q: 3 clusters Score -2911394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2911398.750000 Penalty: 973.080688
	Iteration 32Q: 3 clusters Score -2911399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2911399.500000 Penalty: 973.080688
	Iteration 33Q: 3 clusters Score -2911400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2911400.500000 Penalty: 973.080688
	Iteration 34Q: 3 clusters Score -2911400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2911405.250000 Penalty: 973.080688
	Iteration 35Q: 3 clusters Score -2911405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2911402.000000 Penalty: 973.080688
	Iteration 36Q: 3 clusters Score -2911402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2911406.250000 Penalty: 973.080688
	Iteration 37Q: 3 clusters Score -2911406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2911414.500000 Penalty: 973.080688
	Iteration 38Q: 3 clusters Score -2911414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2911415.500000 Penalty: 973.080688
	Iteration 39Q: 3 clusters Score -2911416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2911416.750000 Penalty: 973.080688
	Iteration 40F: 3 clusters Score -2911417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2911416.750000 Penalty: 973.080688
	Iteration 41Q: 3 clusters Score -2911417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2911417.750000 Penalty: 973.080688
	Iteration 42Q: 3 clusters Score -2911418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2911418.500000 Penalty: 973.080688
	Iteration 43Q: 3 clusters Score -2911418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2911419.250000 Penalty: 973.080688
	Iteration 44Q: 3 clusters Score -2911419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2911421.500000 Penalty: 973.080688
	Iteration 45Q: 3 clusters Score -2911422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2911424.000000 Penalty: 973.080688
	Iteration 46Q: 3 clusters Score -2911424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2911425.000000 Penalty: 973.080688
	Iteration 47Q: 3 clusters Score -2911425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2911427.000000 Penalty: 973.080688
	Iteration 48Q: 3 clusters Score -2911427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2911429.000000 Penalty: 973.080688
	Iteration 49Q: 3 clusters Score -2911429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2911430.000000 Penalty: 973.080688
	Iteration 50Q: 3 clusters Score -2911430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2911428.000000 Penalty: 973.080688
	Iteration 51Q: 3 clusters Score -2911428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2911430.500000 Penalty: 973.080688
	Iteration 52Q: 3 clusters Score -2911430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2911432.000000 Penalty: 973.080688
	Iteration 53Q: 3 clusters Score -2911432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2911436.750000 Penalty: 973.080688
	Iteration 54Q: 3 clusters Score -2911437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2911438.250000 Penalty: 973.080688
	Iteration 55Q: 3 clusters Score -2911438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2911439.750000 Penalty: 973.080688
	Iteration 56Q: 3 clusters Score -2911440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2911441.000000 Penalty: 973.080688
	Iteration 57Q: 3 clusters Score -2911441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2911441.000000 Penalty: 973.080688
	Iteration 58F: 3 clusters Score -2911441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Entering Unmasked Estep 
Score: -5017871.500000 Penalty: 512.992249
	Iteration 0F: 2 clusters Score -5017872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4967944.500000 Penalty: 1025.984497
	Iteration 0F: 3 clusters Score -4967944 nChanged 38319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4994059.500000 Penalty: 1025.984497
	Iteration 1F: 3 clusters Score -4994060 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4998670.000000 Penalty: 1025.984497
	Iteration 2F: 3 clusters Score -4998670 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5005432.000000 Penalty: 1025.984497
	Iteration 3F: 3 clusters Score -5005432 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -5011006.000000 Penalty: 1025.984497
	Iteration 4F: 3 clusters Score -5011006 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -5013603.500000 Penalty: 1025.984497
	Iteration 5F: 3 clusters Score -5013604 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5014628.000000 Penalty: 1025.984497
	Iteration 6Q: 3 clusters Score -5014628 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -5015334.500000 Penalty: 1025.984497
	Iteration 7Q: 3 clusters Score -5015334 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5015856.000000 Penalty: 1025.984497
	Iteration 8Q: 3 clusters Score -5015856 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5016231.000000 Penalty: 1025.984497
	Iteration 9Q: 3 clusters Score -5016231 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5016452.500000 Penalty: 1025.984497
	Iteration 10Q: 3 clusters Score -5016452 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -5016647.000000 Penalty: 1025.984497
	Iteration 11Q: 3 clusters Score -5016647 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5016783.000000 Penalty: 1025.984497
	Iteration 12Q: 3 clusters Score -5016783 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -5016889.000000 Penalty: 1025.984497
	Iteration 13Q: 3 clusters Score -5016889 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -5016988.000000 Penalty: 1025.984497
	Iteration 14Q: 3 clusters Score -5016988 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5017040.000000 Penalty: 1025.984497
	Iteration 15Q: 3 clusters Score -5017040 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5017068.500000 Penalty: 1025.984497
	Iteration 16Q: 3 clusters Score -5017068 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -5017071.500000 Penalty: 1025.984497
	Iteration 17Q: 3 clusters Score -5017072 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -5017084.000000 Penalty: 1025.984497
	Iteration 18Q: 3 clusters Score -5017084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -5017110.000000 Penalty: 1025.984497
	Iteration 19Q: 3 clusters Score -5017110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5017115.000000 Penalty: 1025.984497
	Iteration 20F: 3 clusters Score -5017115 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5017120.000000 Penalty: 1025.984497
	Iteration 21Q: 3 clusters Score -5017120 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5017133.000000 Penalty: 1025.984497
	Iteration 22Q: 3 clusters Score -5017133 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -5017117.000000 Penalty: 1025.984497
	Iteration 23Q: 3 clusters Score -5017117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5017123.000000 Penalty: 1025.984497
	Iteration 24Q: 3 clusters Score -5017123 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5017137.500000 Penalty: 1025.984497
	Iteration 25Q: 3 clusters Score -5017138 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5017125.000000 Penalty: 1025.984497
	Iteration 26Q: 3 clusters Score -5017125 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -5017154.000000 Penalty: 1025.984497
	Iteration 27Q: 3 clusters Score -5017154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5017132.000000 Penalty: 1025.984497
	Iteration 28Q: 3 clusters Score -5017132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -5017137.500000 Penalty: 1025.984497
	Iteration 29Q: 3 clusters Score -5017138 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -5017146.000000 Penalty: 1025.984497
	Iteration 30Q: 3 clusters Score -5017146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -5017153.500000 Penalty: 1025.984497
	Iteration 31Q: 3 clusters Score -5017154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -5017147.500000 Penalty: 1025.984497
	Iteration 32Q: 3 clusters Score -5017148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5017132.500000 Penalty: 1025.984497
	Iteration 33Q: 3 clusters Score -5017132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5017121.500000 Penalty: 1025.984497
	Iteration 34Q: 3 clusters Score -5017122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -5017118.000000 Penalty: 1025.984497
	Iteration 35Q: 3 clusters Score -5017118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5017120.000000 Penalty: 1025.984497
	Iteration 36Q: 3 clusters Score -5017120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5017108.500000 Penalty: 1025.984497
	Iteration 37Q: 3 clusters Score -5017108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5017112.000000 Penalty: 1025.984497
	Iteration 38Q: 3 clusters Score -5017112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5017114.000000 Penalty: 1025.984497
	Iteration 39Q: 3 clusters Score -5017114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5017113.000000 Penalty: 1025.984497
	Iteration 40F: 3 clusters Score -5017113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5017117.500000 Penalty: 1025.984497
	Iteration 41Q: 3 clusters Score -5017118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5017117.500000 Penalty: 1025.984497
	Iteration 42Q: 3 clusters Score -5017118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -5017120.500000 Penalty: 1025.984497
	Iteration 43Q: 3 clusters Score -5017120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5017120.500000 Penalty: 1025.984497
	Iteration 44Q: 3 clusters Score -5017120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -5017117.000000 Penalty: 1025.984497
	Iteration 45Q: 3 clusters Score -5017117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5017120.500000 Penalty: 1025.984497
	Iteration 46Q: 3 clusters Score -5017120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -5017119.500000 Penalty: 1025.984497
	Iteration 47Q: 3 clusters Score -5017120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -5017121.000000 Penalty: 1025.984497
	Iteration 48Q: 3 clusters Score -5017121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -5017117.500000 Penalty: 1025.984497
	Iteration 49Q: 3 clusters Score -5017118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -5017117.000000 Penalty: 1025.984497
	Iteration 50Q: 3 clusters Score -5017117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -5017119.500000 Penalty: 1025.984497
	Iteration 51Q: 3 clusters Score -5017120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -5017116.500000 Penalty: 1025.984497
	Iteration 52Q: 3 clusters Score -5017116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -5017113.000000 Penalty: 1025.984497
	Iteration 53Q: 3 clusters Score -5017113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -5017112.000000 Penalty: 1025.984497
	Iteration 54Q: 3 clusters Score -5017112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5017110.500000 Penalty: 1025.984497
	Iteration 55Q: 3 clusters Score -5017110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5017103.500000 Penalty: 1025.984497
	Iteration 56Q: 3 clusters Score -5017104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5017113.500000 Penalty: 1025.984497
	Iteration 57Q: 3 clusters Score -5017114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5017115.000000 Penalty: 1025.984497
	Iteration 58Q: 3 clusters Score -5017115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5017119.000000 Penalty: 1025.984497
	Iteration 59Q: 3 clusters Score -5017119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5017112.000000 Penalty: 1025.984497
	Iteration 60F: 3 clusters Score -5017112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -5017115.500000 Penalty: 1025.984497
	Iteration 61Q: 3 clusters Score -5017116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5017114.000000 Penalty: 1025.984497
	Iteration 62Q: 3 clusters Score -5017114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -5017112.000000 Penalty: 1025.984497
	Iteration 63Q: 3 clusters Score -5017112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5017117.000000 Penalty: 1025.984497
	Iteration 64Q: 3 clusters Score -5017117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -5017110.500000 Penalty: 1025.984497
	Iteration 65Q: 3 clusters Score -5017110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5017111.000000 Penalty: 1025.984497
	Iteration 66Q: 3 clusters Score -5017111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5017113.000000 Penalty: 1025.984497
	Iteration 67Q: 3 clusters Score -5017113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5017109.000000 Penalty: 1025.984497
	Iteration 68Q: 3 clusters Score -5017109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5017114.500000 Penalty: 1025.984497
	Iteration 69Q: 3 clusters Score -5017114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5017116.000000 Penalty: 1025.984497
	Iteration 70Q: 3 clusters Score -5017116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5017116.000000 Penalty: 1025.984497
	Iteration 71Q: 3 clusters Score -5017116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -5017110.000000 Penalty: 1025.984497
	Iteration 72Q: 3 clusters Score -5017110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5017110.500000 Penalty: 1025.984497
	Iteration 73Q: 3 clusters Score -5017110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5017107.500000 Penalty: 1025.984497
	Iteration 74Q: 3 clusters Score -5017108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -5017114.500000 Penalty: 1025.984497
	Iteration 75Q: 3 clusters Score -5017114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -5017112.500000 Penalty: 1025.984497
	Iteration 76Q: 3 clusters Score -5017112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -5017112.000000 Penalty: 1025.984497
	Iteration 77Q: 3 clusters Score -5017112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 33779 members 
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Mstep: Class 2 contains 33787 members 
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Mstep: Class 2 contains 33796 members 
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Mstep: Class 2 contains 33810 members 
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Mstep: Class 2 contains 33831 members 
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Mstep: Class 2 contains 33852 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 33867 members 
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Mstep: Class 2 contains 33875 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 42342 members 
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Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 42560 members 
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	Iteration 176Q: 3 clusters Score -5016849 nChanged 203
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Mstep: Class 1 contains 36028 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35599 members 
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Mstep: Class 1 contains 35399 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5016764 nChanged 206
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 43803 members 
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Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 43985 members 
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Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 44136 members 
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Mstep: Class 1 contains 34496 members 
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Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 44583 members 
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Mstep: Class 1 contains 34038 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33843 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 45352 members 
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Mstep: Class 1 contains 33231 members 
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Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 45775 members 
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Mstep: Class 1 contains 32801 members 
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Mstep: Class 1 contains 32569 members 
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Mstep: Class 1 contains 32091 members 
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Mstep: Class 1 contains 31284 members 
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	Iteration 200F: 3 clusters Score -5016728 nChanged 265
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Mstep: Class 1 contains 31019 members 
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Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 50973 members 
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Mstep: Class 2 contains 51333 members 
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Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 51697 members 
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Mstep: Class 1 contains 26714 members 
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Mstep: Class 1 contains 26325 members 
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Mstep: Class 1 contains 25953 members 
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Mstep: Class 1 contains 25577 members 
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Mstep: Class 1 contains 22749 members 
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	Iteration 226Q: 3 clusters Score -5016884 nChanged 358
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Mstep: Class 1 contains 22035 members 
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	Iteration 227Q: 3 clusters Score -5016868 nChanged 377
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Mstep: Class 1 contains 20867 members 
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	Iteration 230Q: 3 clusters Score -5016828 nChanged 355
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	Iteration 231Q: 3 clusters Score -5016839 nChanged 363
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	Iteration 232Q: 3 clusters Score -5016816 nChanged 347
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Mstep: Class 1 contains 19802 members 
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	Iteration 233Q: 3 clusters Score -5016832 nChanged 343
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Mstep: Class 1 contains 19459 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5016820 nChanged 340
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Mstep: Class 1 contains 19121 members 
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Mstep: Class 1 contains 18806 members 
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	Iteration 236Q: 3 clusters Score -5016814 nChanged 289
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	Iteration 238Q: 3 clusters Score -5016780 nChanged 253
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5016778 nChanged 236
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Mstep: Class 2 contains 61647 members 
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	Iteration 246Q: 3 clusters Score -5016690 nChanged 157
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	Iteration 247Q: 3 clusters Score -5016663 nChanged 168
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Mstep: Class 1 contains 16176 members 
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	Iteration 249Q: 3 clusters Score -5016676 nChanged 182
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	Iteration 252Q: 3 clusters Score -5016702 nChanged 231
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Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5016693 nChanged 236
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Mstep: Class 2 contains 63657 members 
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	Iteration 254Q: 3 clusters Score -5016712 nChanged 228
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Mstep: Class 1 contains 14906 members 
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	Iteration 255Q: 3 clusters Score -5016692 nChanged 237
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Mstep: Class 1 contains 14669 members 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5016696 nChanged 221
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5016646 nChanged 217
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Mstep: Class 2 contains 64560 members 
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	Iteration 258Q: 3 clusters Score -5016618 nChanged 215
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Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5016628 nChanged 204
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Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5016600 nChanged 192
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Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5016576 nChanged 191
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Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5016572 nChanged 190
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5016553 nChanged 184
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Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 65891 members 
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Mstep: Class 2 contains 66037 members 
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Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 66376 members 
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Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 66571 members 
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Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 66781 members 
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Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 66999 members 
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Mstep: Class 1 contains 11577 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 67666 members 
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Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 67905 members 
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Mstep: Class 1 contains 10622 members 
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Mstep: Class 2 contains 68429 members 
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Mstep: Class 2 contains 68644 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9148 members 
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Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 69837 members 
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Mstep: Class 1 contains 8571 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7144 members 
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Mstep: Class 1 contains 7072 members 
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Mstep: Class 1 contains 6914 members 
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Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 71950 members 
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 72031 members 
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Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 72118 members 
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Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 72206 members 
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Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 72293 members 
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 72387 members 
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Mstep: Class 1 contains 6307 members 
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Mstep: Class 1 contains 6187 members 
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Mstep: Class 1 contains 5942 members 
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Mstep: Class 1 contains 5837 members 
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Mstep: Class 1 contains 5731 members 
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Mstep: Class 1 contains 5160 members 
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Mstep: Class 1 contains 4913 members 
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Mstep: Class 1 contains 4708 members 
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Mstep: Class 1 contains 4592 members 
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Mstep: Class 1 contains 4471 members 
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Mstep: Class 1 contains 4325 members 
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Mstep: Class 1 contains 4170 members 
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Mstep: Class 1 contains 3554 members 
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Mstep: Class 2 contains 77347 members 
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Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -5017701.000000 Penalty: 1025.984497
	Iteration 357Q: 3 clusters Score -5017701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -5017701.500000 Penalty: 1025.984497
	Iteration 358Q: 3 clusters Score -5017702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -5017699.500000 Penalty: 1025.984497
	Iteration 359Q: 3 clusters Score -5017700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -5017696.000000 Penalty: 1025.984497
	Iteration 360F: 3 clusters Score -5017696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -5017695.000000 Penalty: 1025.984497
	Iteration 361Q: 3 clusters Score -5017695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -5017699.500000 Penalty: 1025.984497
	Iteration 362Q: 3 clusters Score -5017700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -5017697.500000 Penalty: 1025.984497
	Iteration 363Q: 3 clusters Score -5017698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -5017691.500000 Penalty: 1025.984497
	Iteration 364Q: 3 clusters Score -5017692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -5017693.000000 Penalty: 1025.984497
	Iteration 365Q: 3 clusters Score -5017693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -5017688.500000 Penalty: 1025.984497
	Iteration 366Q: 3 clusters Score -5017688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -5017684.500000 Penalty: 1025.984497
	Iteration 367Q: 3 clusters Score -5017684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -5017684.000000 Penalty: 1025.984497
	Iteration 368Q: 3 clusters Score -5017684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -5017679.000000 Penalty: 1025.984497
	Iteration 369Q: 3 clusters Score -5017679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -5017694.000000 Penalty: 1025.984497
	Iteration 370Q: 3 clusters Score -5017694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -5017689.500000 Penalty: 1025.984497
	Iteration 371Q: 3 clusters Score -5017690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -5017687.000000 Penalty: 1025.984497
	Iteration 372Q: 3 clusters Score -5017687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -5017682.000000 Penalty: 1025.984497
	Iteration 373Q: 3 clusters Score -5017682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -5017685.000000 Penalty: 1025.984497
	Iteration 374Q: 3 clusters Score -5017685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -5017674.000000 Penalty: 1025.984497
	Iteration 375Q: 3 clusters Score -5017674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -5017679.500000 Penalty: 1025.984497
	Iteration 376Q: 3 clusters Score -5017680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -5017668.000000 Penalty: 1025.984497
	Iteration 377Q: 3 clusters Score -5017668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -5017667.500000 Penalty: 1025.984497
	Iteration 378Q: 3 clusters Score -5017668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -5017666.500000 Penalty: 1025.984497
	Iteration 379Q: 3 clusters Score -5017666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -5017669.500000 Penalty: 1025.984497
	Iteration 380F: 3 clusters Score -5017670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -5017664.000000 Penalty: 1025.984497
	Iteration 381Q: 3 clusters Score -5017664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -5017663.000000 Penalty: 1025.984497
	Iteration 382Q: 3 clusters Score -5017663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -5017653.000000 Penalty: 1025.984497
	Iteration 383Q: 3 clusters Score -5017653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -5017656.500000 Penalty: 1025.984497
	Iteration 384Q: 3 clusters Score -5017656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -5017656.500000 Penalty: 1025.984497
	Iteration 385F: 3 clusters Score -5017656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Entering Unmasked Estep 
Score: -1969547.250000 Penalty: 469.367188
	Iteration 0F: 2 clusters Score -1969547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1949631.250000 Penalty: 938.734375
	Iteration 0F: 3 clusters Score -1949631 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1958989.000000 Penalty: 938.734375
	Iteration 1F: 3 clusters Score -1958989 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1960126.375000 Penalty: 938.734375
	Iteration 2F: 3 clusters Score -1960126 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1961758.750000 Penalty: 938.734375
	Iteration 3F: 3 clusters Score -1961759 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1963497.750000 Penalty: 938.734375
	Iteration 4F: 3 clusters Score -1963498 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1964538.000000 Penalty: 938.734375
	Iteration 5F: 3 clusters Score -1964538 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1964925.750000 Penalty: 938.734375
	Iteration 6Q: 3 clusters Score -1964926 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1965073.750000 Penalty: 938.734375
	Iteration 7Q: 3 clusters Score -1965074 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1965193.250000 Penalty: 938.734375
	Iteration 8Q: 3 clusters Score -1965193 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1965295.625000 Penalty: 938.734375
	Iteration 9Q: 3 clusters Score -1965296 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1965415.375000 Penalty: 938.734375
	Iteration 10Q: 3 clusters Score -1965415 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1965550.125000 Penalty: 938.734375
	Iteration 11Q: 3 clusters Score -1965550 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1965740.250000 Penalty: 938.734375
	Iteration 12Q: 3 clusters Score -1965740 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1965941.000000 Penalty: 938.734375
	Iteration 13Q: 3 clusters Score -1965941 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1966153.875000 Penalty: 938.734375
	Iteration 14Q: 3 clusters Score -1966154 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -1966376.500000 Penalty: 938.734375
	Iteration 15Q: 3 clusters Score -1966376 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1966613.000000 Penalty: 938.734375
	Iteration 16Q: 3 clusters Score -1966613 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -1966878.375000 Penalty: 938.734375
	Iteration 17Q: 3 clusters Score -1966878 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -1967125.500000 Penalty: 938.734375
	Iteration 18Q: 3 clusters Score -1967126 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -1967346.750000 Penalty: 938.734375
	Iteration 19Q: 3 clusters Score -1967347 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1967547.500000 Penalty: 938.734375
	Iteration 20F: 3 clusters Score -1967548 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -1967749.250000 Penalty: 938.734375
	Iteration 21Q: 3 clusters Score -1967749 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1967946.000000 Penalty: 938.734375
	Iteration 22Q: 3 clusters Score -1967946 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -1968100.625000 Penalty: 938.734375
	Iteration 23Q: 3 clusters Score -1968101 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -1968218.875000 Penalty: 938.734375
	Iteration 24Q: 3 clusters Score -1968219 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -1968299.375000 Penalty: 938.734375
	Iteration 25Q: 3 clusters Score -1968299 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1968347.625000 Penalty: 938.734375
	Iteration 26Q: 3 clusters Score -1968348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -1968388.625000 Penalty: 938.734375
	Iteration 27Q: 3 clusters Score -1968389 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -1968431.750000 Penalty: 938.734375
	Iteration 28Q: 3 clusters Score -1968432 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -1968466.000000 Penalty: 938.734375
	Iteration 29Q: 3 clusters Score -1968466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -1968500.125000 Penalty: 938.734375
	Iteration 30Q: 3 clusters Score -1968500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -1968521.875000 Penalty: 938.734375
	Iteration 31Q: 3 clusters Score -1968522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -1968540.500000 Penalty: 938.734375
	Iteration 32Q: 3 clusters Score -1968540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -1968566.625000 Penalty: 938.734375
	Iteration 33Q: 3 clusters Score -1968567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -1968595.250000 Penalty: 938.734375
	Iteration 34Q: 3 clusters Score -1968595 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -1968616.250000 Penalty: 938.734375
	Iteration 35Q: 3 clusters Score -1968616 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -1968642.750000 Penalty: 938.734375
	Iteration 36Q: 3 clusters Score -1968643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -1968649.250000 Penalty: 938.734375
	Iteration 37Q: 3 clusters Score -1968649 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1968675.125000 Penalty: 938.734375
	Iteration 38Q: 3 clusters Score -1968675 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -1968695.250000 Penalty: 938.734375
	Iteration 39Q: 3 clusters Score -1968695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -1968714.250000 Penalty: 938.734375
	Iteration 40F: 3 clusters Score -1968714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -1968724.500000 Penalty: 938.734375
	Iteration 41Q: 3 clusters Score -1968724 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -1968748.750000 Penalty: 938.734375
	Iteration 42Q: 3 clusters Score -1968749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -1968758.875000 Penalty: 938.734375
	Iteration 43Q: 3 clusters Score -1968759 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -1968767.250000 Penalty: 938.734375
	Iteration 44Q: 3 clusters Score -1968767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -1968771.875000 Penalty: 938.734375
	Iteration 45Q: 3 clusters Score -1968772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -1968772.375000 Penalty: 938.734375
	Iteration 46Q: 3 clusters Score -1968772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -1968781.625000 Penalty: 938.734375
	Iteration 47Q: 3 clusters Score -1968782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1968783.125000 Penalty: 938.734375
	Iteration 48Q: 3 clusters Score -1968783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -1968784.000000 Penalty: 938.734375
	Iteration 49Q: 3 clusters Score -1968784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1968783.000000 Penalty: 938.734375
	Iteration 50Q: 3 clusters Score -1968783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1968788.000000 Penalty: 938.734375
	Iteration 51Q: 3 clusters Score -1968788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -1968798.125000 Penalty: 938.734375
	Iteration 52Q: 3 clusters Score -1968798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -1968799.125000 Penalty: 938.734375
	Iteration 53Q: 3 clusters Score -1968799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -1968799.250000 Penalty: 938.734375
	Iteration 54Q: 3 clusters Score -1968799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1968808.125000 Penalty: 938.734375
	Iteration 55Q: 3 clusters Score -1968808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -1968818.000000 Penalty: 938.734375
	Iteration 56Q: 3 clusters Score -1968818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -1968826.000000 Penalty: 938.734375
	Iteration 57Q: 3 clusters Score -1968826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -1968821.000000 Penalty: 938.734375
	Iteration 58Q: 3 clusters Score -1968821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -1968821.125000 Penalty: 938.734375
	Iteration 59Q: 3 clusters Score -1968821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1968830.875000 Penalty: 938.734375
	Iteration 60F: 3 clusters Score -1968831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -1968833.125000 Penalty: 938.734375
	Iteration 61Q: 3 clusters Score -1968833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -1968829.500000 Penalty: 938.734375
	Iteration 62Q: 3 clusters Score -1968830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -1968834.625000 Penalty: 938.734375
	Iteration 63Q: 3 clusters Score -1968835 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27624 members 
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27677 members 
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	Iteration 65Q: 3 clusters Score -1968848 nChanged 42
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Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 27719 members 
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Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 27756 members 
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Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27832 members 
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Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1968866 nChanged 38
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Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1968868 nChanged 36
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Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 28065 members 
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Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1820 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1721 members 
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Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28865 members 
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Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 28910 members 
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Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 28972 members 
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 29021 members 
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29068 members 
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Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 29114 members 
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Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29159 members 
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Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29207 members 
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Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29248 members 
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Mstep: Class 1 contains 919 members 
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Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29324 members 
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	Iteration 100F: 3 clusters Score -1969075 nChanged 28
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Mstep: Class 1 contains 853 members 
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Mstep: Class 1 contains 831 members 
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Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29455 members 
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Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29470 members 
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Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29485 members 
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Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29499 members 
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Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 29520 members 
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Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29525 members 
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Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29530 members 
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Mstep: Class 1 contains 670 members 
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Mstep: Class 1 contains 662 members 
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Mstep: Class 1 contains 649 members 
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Mstep: Class 1 contains 645 members 
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Mstep: Class 1 contains 642 members 
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Mstep: Class 1 contains 640 members 
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Mstep: Class 1 contains 638 members 
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Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29569 members 
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Mstep: Class 1 contains 633 members 
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Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 29580 members 
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Mstep: Class 1 contains 617 members 
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Mstep: Class 1 contains 613 members 
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Mstep: Class 1 contains 610 members 
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Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29599 members 
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	Iteration 127Q: 3 clusters Score -1969112 nChanged 4
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	Iteration 129Q: 3 clusters Score -1969113 nChanged 4
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Mstep: Class 1 contains 597 members 
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Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 579 members 
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	Iteration 134Q: 3 clusters Score -1969117 nChanged 7
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	Iteration 136Q: 3 clusters Score -1969121 nChanged 6
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	Iteration 139Q: 3 clusters Score -1969126 nChanged 9
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Mstep: Class 2 contains 29676 members 
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Score: -1969128.000000 Penalty: 938.734375
	Iteration 140F: 3 clusters Score -1969128 nChanged 7
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Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29681 members 
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Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29689 members 
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	Iteration 142Q: 3 clusters Score -1969132 nChanged 6
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Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29695 members 
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	Iteration 143Q: 3 clusters Score -1969134 nChanged 3
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Mstep: Class 2 contains 29700 members 
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	Iteration 145Q: 3 clusters Score -1969134 nChanged 8
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	Iteration 147Q: 3 clusters Score -1969140 nChanged 10
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Mstep: Class 2 contains 29726 members 
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	Iteration 148Q: 3 clusters Score -1969142 nChanged 5
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Mstep: Class 2 contains 29731 members 
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	Iteration 149Q: 3 clusters Score -1969141 nChanged 3
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Mstep: Class 2 contains 29734 members 
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	Iteration 150Q: 3 clusters Score -1969142 nChanged 6
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	Iteration 151Q: 3 clusters Score -1969145 nChanged 3
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	Iteration 154Q: 3 clusters Score -1969150 nChanged 5
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Mstep: Class 2 contains 29751 members 
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	Iteration 155Q: 3 clusters Score -1969151 nChanged 1
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	Iteration 156Q: 3 clusters Score -1969154 nChanged 5
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	Iteration 157Q: 3 clusters Score -1969152 nChanged 4
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	Iteration 158Q: 3 clusters Score -1969155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -1969154.375000 Penalty: 938.734375
	Iteration 159Q: 3 clusters Score -1969154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -1969155.125000 Penalty: 938.734375
	Iteration 160F: 3 clusters Score -1969155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -1969157.625000 Penalty: 938.734375
	Iteration 161Q: 3 clusters Score -1969158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -1969155.250000 Penalty: 938.734375
	Iteration 162Q: 3 clusters Score -1969155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -1969156.750000 Penalty: 938.734375
	Iteration 163Q: 3 clusters Score -1969157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -1969158.500000 Penalty: 938.734375
	Iteration 164Q: 3 clusters Score -1969158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1969158.500000 Penalty: 938.734375
	Iteration 165Q: 3 clusters Score -1969158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1969160.000000 Penalty: 938.734375
	Iteration 166Q: 3 clusters Score -1969160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -1969161.250000 Penalty: 938.734375
	Iteration 167Q: 3 clusters Score -1969161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -1969159.875000 Penalty: 938.734375
	Iteration 168Q: 3 clusters Score -1969160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -1969161.750000 Penalty: 938.734375
	Iteration 169Q: 3 clusters Score -1969162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -1969160.625000 Penalty: 938.734375
	Iteration 170Q: 3 clusters Score -1969161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -1969161.500000 Penalty: 938.734375
	Iteration 171Q: 3 clusters Score -1969162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -1969161.125000 Penalty: 938.734375
	Iteration 172Q: 3 clusters Score -1969161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -1969161.625000 Penalty: 938.734375
	Iteration 173Q: 3 clusters Score -1969162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -1969161.625000 Penalty: 938.734375
	Iteration 174F: 3 clusters Score -1969162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Entering Unmasked Estep 
Score: -3934094.000000 Penalty: 504.259186
	Iteration 0F: 2 clusters Score -3934094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -3891831.250000 Penalty: 1008.518372
	Iteration 0F: 3 clusters Score -3891831 nChanged 31453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -3912886.250000 Penalty: 1008.518372
	Iteration 1F: 3 clusters Score -3912886 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -3915972.000000 Penalty: 1008.518372
	Iteration 2F: 3 clusters Score -3915972 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -3920295.750000 Penalty: 1008.518372
	Iteration 3F: 3 clusters Score -3920296 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -3924717.250000 Penalty: 1008.518372
	Iteration 4F: 3 clusters Score -3924717 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -3927840.500000 Penalty: 1008.518372
	Iteration 5F: 3 clusters Score -3927840 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -3929598.500000 Penalty: 1008.518372
	Iteration 6Q: 3 clusters Score -3929598 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -3930525.750000 Penalty: 1008.518372
	Iteration 7Q: 3 clusters Score -3930526 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -3931167.000000 Penalty: 1008.518372
	Iteration 8Q: 3 clusters Score -3931167 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -3931602.000000 Penalty: 1008.518372
	Iteration 9Q: 3 clusters Score -3931602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -3931993.000000 Penalty: 1008.518372
	Iteration 10Q: 3 clusters Score -3931993 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -3932360.250000 Penalty: 1008.518372
	Iteration 11Q: 3 clusters Score -3932360 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -3932608.000000 Penalty: 1008.518372
	Iteration 12Q: 3 clusters Score -3932608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -3932835.750000 Penalty: 1008.518372
	Iteration 13Q: 3 clusters Score -3932836 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -3933039.500000 Penalty: 1008.518372
	Iteration 14Q: 3 clusters Score -3933040 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -3933197.500000 Penalty: 1008.518372
	Iteration 15Q: 3 clusters Score -3933198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -3933298.250000 Penalty: 1008.518372
	Iteration 16Q: 3 clusters Score -3933298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -3933384.750000 Penalty: 1008.518372
	Iteration 17Q: 3 clusters Score -3933385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -3933441.500000 Penalty: 1008.518372
	Iteration 18Q: 3 clusters Score -3933442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -3933483.250000 Penalty: 1008.518372
	Iteration 19Q: 3 clusters Score -3933483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -3933521.500000 Penalty: 1008.518372
	Iteration 20F: 3 clusters Score -3933522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -3933558.250000 Penalty: 1008.518372
	Iteration 21Q: 3 clusters Score -3933558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -3933567.750000 Penalty: 1008.518372
	Iteration 22Q: 3 clusters Score -3933568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -3933585.750000 Penalty: 1008.518372
	Iteration 23Q: 3 clusters Score -3933586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -3933599.500000 Penalty: 1008.518372
	Iteration 24Q: 3 clusters Score -3933600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -3933612.000000 Penalty: 1008.518372
	Iteration 25Q: 3 clusters Score -3933612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -3933617.250000 Penalty: 1008.518372
	Iteration 26Q: 3 clusters Score -3933617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -3933615.000000 Penalty: 1008.518372
	Iteration 27Q: 3 clusters Score -3933615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -3933612.000000 Penalty: 1008.518372
	Iteration 28Q: 3 clusters Score -3933612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -3933616.250000 Penalty: 1008.518372
	Iteration 29Q: 3 clusters Score -3933616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -3933616.250000 Penalty: 1008.518372
	Iteration 30F: 3 clusters Score -3933616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -130754.882812 Penalty: 353.621918
	Iteration 0F: 2 clusters Score -130754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -129065.539062 Penalty: 707.243835
	Iteration 0F: 3 clusters Score -129065.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -129789.835938 Penalty: 707.243835
	Iteration 1F: 3 clusters Score -129789.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -130061.898438 Penalty: 707.243835
	Iteration 2F: 3 clusters Score -130061.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -130241.226562 Penalty: 707.243835
	Iteration 3F: 3 clusters Score -130241.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -130345.000000 Penalty: 707.243835
	Iteration 4F: 3 clusters Score -130345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -130393.992188 Penalty: 707.243835
	Iteration 5Q: 3 clusters Score -130394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -130427.375000 Penalty: 707.243835
	Iteration 6Q: 3 clusters Score -130427.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -130456.601562 Penalty: 707.243835
	Iteration 7Q: 3 clusters Score -130456.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -130478.554688 Penalty: 707.243835
	Iteration 8Q: 3 clusters Score -130478.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -130502.093750 Penalty: 707.243835
	Iteration 9Q: 3 clusters Score -130502.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -130519.765625 Penalty: 707.243835
	Iteration 10Q: 3 clusters Score -130519.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -130538.609375 Penalty: 707.243835
	Iteration 11Q: 3 clusters Score -130538.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -130553.421875 Penalty: 707.243835
	Iteration 12Q: 3 clusters Score -130553.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -130565.546875 Penalty: 707.243835
	Iteration 13Q: 3 clusters Score -130565.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -130572.992188 Penalty: 707.243835
	Iteration 14Q: 3 clusters Score -130573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -130579.132812 Penalty: 707.243835
	Iteration 15Q: 3 clusters Score -130579.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -130584.562500 Penalty: 707.243835
	Iteration 16Q: 3 clusters Score -130584.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -130590.671875 Penalty: 707.243835
	Iteration 17Q: 3 clusters Score -130590.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -130599.125000 Penalty: 707.243835
	Iteration 18Q: 3 clusters Score -130599.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -130607.648438 Penalty: 707.243835
	Iteration 19Q: 3 clusters Score -130607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -130614.828125 Penalty: 707.243835
	Iteration 20F: 3 clusters Score -130614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -130621.992188 Penalty: 707.243835
	Iteration 21Q: 3 clusters Score -130622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -130625.984375 Penalty: 707.243835
	Iteration 22Q: 3 clusters Score -130626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -130628.398438 Penalty: 707.243835
	Iteration 23Q: 3 clusters Score -130628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -130629.921875 Penalty: 707.243835
	Iteration 24Q: 3 clusters Score -130629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -130631.921875 Penalty: 707.243835
	Iteration 25Q: 3 clusters Score -130631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -130633.687500 Penalty: 707.243835
	Iteration 26Q: 3 clusters Score -130633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -130635.046875 Penalty: 707.243835
	Iteration 27Q: 3 clusters Score -130635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -130635.179688 Penalty: 707.243835
	Iteration 28Q: 3 clusters Score -130635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -130635.179688 Penalty: 707.243835
	Iteration 29F: 3 clusters Score -130635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Entering Unmasked Estep 
Score: -2923849.250000 Penalty: 486.970001
	Iteration 0F: 2 clusters Score -2923849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2895913.750000 Penalty: 973.940002
	Iteration 0F: 3 clusters Score -2895914 nChanged 21519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2909188.250000 Penalty: 973.940002
	Iteration 1F: 3 clusters Score -2909188 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2910117.000000 Penalty: 973.940002
	Iteration 2Q: 3 clusters Score -2910117 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2911426.250000 Penalty: 973.940002
	Iteration 3F: 3 clusters Score -2911426 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -2913529.750000 Penalty: 973.940002
	Iteration 4F: 3 clusters Score -2913530 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -2916301.500000 Penalty: 973.940002
	Iteration 5F: 3 clusters Score -2916302 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -2918125.500000 Penalty: 973.940002
	Iteration 6F: 3 clusters Score -2918126 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2918688.000000 Penalty: 973.940002
	Iteration 7Q: 3 clusters Score -2918688 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -2918904.750000 Penalty: 973.940002
	Iteration 8Q: 3 clusters Score -2918905 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -2919098.000000 Penalty: 973.940002
	Iteration 9Q: 3 clusters Score -2919098 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -2919296.500000 Penalty: 973.940002
	Iteration 10Q: 3 clusters Score -2919296 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -2919527.250000 Penalty: 973.940002
	Iteration 11Q: 3 clusters Score -2919527 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -2919787.500000 Penalty: 973.940002
	Iteration 12Q: 3 clusters Score -2919788 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -2920110.750000 Penalty: 973.940002
	Iteration 13Q: 3 clusters Score -2920111 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -2920456.000000 Penalty: 973.940002
	Iteration 14Q: 3 clusters Score -2920456 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -2920789.000000 Penalty: 973.940002
	Iteration 15Q: 3 clusters Score -2920789 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -2921134.500000 Penalty: 973.940002
	Iteration 16Q: 3 clusters Score -2921134 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -2921447.250000 Penalty: 973.940002
	Iteration 17Q: 3 clusters Score -2921447 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -2921758.250000 Penalty: 973.940002
	Iteration 18Q: 3 clusters Score -2921758 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -2921985.500000 Penalty: 973.940002
	Iteration 19Q: 3 clusters Score -2921986 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -2922140.250000 Penalty: 973.940002
	Iteration 20F: 3 clusters Score -2922140 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -2922336.250000 Penalty: 973.940002
	Iteration 21Q: 3 clusters Score -2922336 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -2922514.250000 Penalty: 973.940002
	Iteration 22Q: 3 clusters Score -2922514 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -2922677.500000 Penalty: 973.940002
	Iteration 23Q: 3 clusters Score -2922678 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -2922821.750000 Penalty: 973.940002
	Iteration 24Q: 3 clusters Score -2922822 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -2922934.750000 Penalty: 973.940002
	Iteration 25Q: 3 clusters Score -2922935 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -2923023.250000 Penalty: 973.940002
	Iteration 26Q: 3 clusters Score -2923023 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -2923112.250000 Penalty: 973.940002
	Iteration 27Q: 3 clusters Score -2923112 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -2923249.250000 Penalty: 973.940002
	Iteration 28Q: 3 clusters Score -2923249 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -2923342.250000 Penalty: 973.940002
	Iteration 29Q: 3 clusters Score -2923342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -2923383.750000 Penalty: 973.940002
	Iteration 30Q: 3 clusters Score -2923384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -2923404.750000 Penalty: 973.940002
	Iteration 31Q: 3 clusters Score -2923405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -2923426.500000 Penalty: 973.940002
	Iteration 32Q: 3 clusters Score -2923426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -2923445.750000 Penalty: 973.940002
	Iteration 33Q: 3 clusters Score -2923446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -2923466.500000 Penalty: 973.940002
	Iteration 34Q: 3 clusters Score -2923466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -2923473.500000 Penalty: 973.940002
	Iteration 35Q: 3 clusters Score -2923474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -2923480.250000 Penalty: 973.940002
	Iteration 36Q: 3 clusters Score -2923480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -2923485.750000 Penalty: 973.940002
	Iteration 37Q: 3 clusters Score -2923486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -2923490.750000 Penalty: 973.940002
	Iteration 38Q: 3 clusters Score -2923491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -2923498.250000 Penalty: 973.940002
	Iteration 39Q: 3 clusters Score -2923498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -2923504.250000 Penalty: 973.940002
	Iteration 40F: 3 clusters Score -2923504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -2923508.000000 Penalty: 973.940002
	Iteration 41Q: 3 clusters Score -2923508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -2923514.500000 Penalty: 973.940002
	Iteration 42Q: 3 clusters Score -2923514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -2923517.250000 Penalty: 973.940002
	Iteration 43Q: 3 clusters Score -2923517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -2923518.000000 Penalty: 973.940002
	Iteration 44Q: 3 clusters Score -2923518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -2923515.750000 Penalty: 973.940002
	Iteration 45Q: 3 clusters Score -2923516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -2923515.000000 Penalty: 973.940002
	Iteration 46Q: 3 clusters Score -2923515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -2923516.500000 Penalty: 973.940002
	Iteration 47Q: 3 clusters Score -2923516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -2923520.250000 Penalty: 973.940002
	Iteration 48Q: 3 clusters Score -2923520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -2923520.250000 Penalty: 973.940002
	Iteration 49F: 3 clusters Score -2923520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -113749.937500 Penalty: 341.674744
	Iteration 0F: 2 clusters Score -113749.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112418.734375 Penalty: 683.349487
	Iteration 0F: 3 clusters Score -112418.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112852.804688 Penalty: 683.349487
	Iteration 1F: 3 clusters Score -112852.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -112907.953125 Penalty: 683.349487
	Iteration 2F: 3 clusters Score -112908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112953.453125 Penalty: 683.349487
	Iteration 3F: 3 clusters Score -112953.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -112982.601562 Penalty: 683.349487
	Iteration 4Q: 3 clusters Score -112982.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113020.726562 Penalty: 683.349487
	Iteration 5Q: 3 clusters Score -113020.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113070.906250 Penalty: 683.349487
	Iteration 6Q: 3 clusters Score -113070.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113114.750000 Penalty: 683.349487
	Iteration 7Q: 3 clusters Score -113114.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113158.695312 Penalty: 683.349487
	Iteration 8Q: 3 clusters Score -113158.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -113196.195312 Penalty: 683.349487
	Iteration 9Q: 3 clusters Score -113196.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -113249.695312 Penalty: 683.349487
	Iteration 10Q: 3 clusters Score -113249.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -113303.718750 Penalty: 683.349487
	Iteration 11Q: 3 clusters Score -113303.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -113344.281250 Penalty: 683.349487
	Iteration 12Q: 3 clusters Score -113344.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -113384.593750 Penalty: 683.349487
	Iteration 13Q: 3 clusters Score -113384.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -113407.257812 Penalty: 683.349487
	Iteration 14Q: 3 clusters Score -113407.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -113421.078125 Penalty: 683.349487
	Iteration 15Q: 3 clusters Score -113421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -113433.960938 Penalty: 683.349487
	Iteration 16Q: 3 clusters Score -113434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -113436.015625 Penalty: 683.349487
	Iteration 17Q: 3 clusters Score -113436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -113441.906250 Penalty: 683.349487
	Iteration 18Q: 3 clusters Score -113441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -113441.906250 Penalty: 683.349487
	Iteration 19F: 3 clusters Score -113441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -1053346.000000 Penalty: 440.370239
	Iteration 0F: 2 clusters Score -1053346 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 7931 members 
Entering Unmasked Estep 
Score: -1042745.937500 Penalty: 880.740479
	Iteration 0F: 3 clusters Score -1042746 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1047134.687500 Penalty: 880.740479
	Iteration 1F: 3 clusters Score -1047135 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1047409.625000 Penalty: 880.740479
	Iteration 2Q: 3 clusters Score -1047410 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1047751.625000 Penalty: 880.740479
	Iteration 3Q: 3 clusters Score -1047752 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1048259.937500 Penalty: 880.740479
	Iteration 4F: 3 clusters Score -1048260 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1049038.500000 Penalty: 880.740479
	Iteration 5F: 3 clusters Score -1049038 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1050047.750000 Penalty: 880.740479
	Iteration 6F: 3 clusters Score -1050048 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1051051.250000 Penalty: 880.740479
	Iteration 7F: 3 clusters Score -1051051 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1051809.125000 Penalty: 880.740479
	Iteration 8F: 3 clusters Score -1051809 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1052244.125000 Penalty: 880.740479
	Iteration 9Q: 3 clusters Score -1052244 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1052517.750000 Penalty: 880.740479
	Iteration 10Q: 3 clusters Score -1052518 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1052690.500000 Penalty: 880.740479
	Iteration 11Q: 3 clusters Score -1052690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1052784.500000 Penalty: 880.740479
	Iteration 12Q: 3 clusters Score -1052784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1052843.375000 Penalty: 880.740479
	Iteration 13Q: 3 clusters Score -1052843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1052871.375000 Penalty: 880.740479
	Iteration 14Q: 3 clusters Score -1052871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1052884.750000 Penalty: 880.740479
	Iteration 15Q: 3 clusters Score -1052885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1052891.125000 Penalty: 880.740479
	Iteration 16Q: 3 clusters Score -1052891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1052903.875000 Penalty: 880.740479
	Iteration 17Q: 3 clusters Score -1052904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1052917.625000 Penalty: 880.740479
	Iteration 18Q: 3 clusters Score -1052918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1052926.500000 Penalty: 880.740479
	Iteration 19Q: 3 clusters Score -1052926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1052938.875000 Penalty: 880.740479
	Iteration 20F: 3 clusters Score -1052939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1052944.250000 Penalty: 880.740479
	Iteration 21Q: 3 clusters Score -1052944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1052946.875000 Penalty: 880.740479
	Iteration 22Q: 3 clusters Score -1052947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1052947.500000 Penalty: 880.740479
	Iteration 23Q: 3 clusters Score -1052948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1052949.375000 Penalty: 880.740479
	Iteration 24Q: 3 clusters Score -1052949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1052949.375000 Penalty: 880.740479
	Iteration 25F: 3 clusters Score -1052949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47056.738281 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47056.74 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47315.023438 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47315.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47409.359375 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47409.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -47491.742188 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47491.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -47559.441406 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -47559.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -47617.203125 Penalty: 622.781250
	Iteration 5F: 3 clusters Score -47617.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -47647.277344 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47647.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -47659.996094 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -47668.664062 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47668.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -47678.539062 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47678.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -47686.703125 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -47689.898438 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -47692.929688 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47692.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -47695.089844 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47695.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -47695.960938 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47695.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -47696.367188 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -47696.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -47697.437500 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -47697.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -47699.621094 Penalty: 622.781250
	Iteration 17Q: 3 clusters Score -47699.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -47700.312500 Penalty: 622.781250
	Iteration 18Q: 3 clusters Score -47700.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -47701.027344 Penalty: 622.781250
	Iteration 19Q: 3 clusters Score -47701.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -47701.027344 Penalty: 622.781250
	Iteration 20F: 3 clusters Score -47701.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -459194.593750 Penalty: 406.899811
	Iteration 0F: 2 clusters Score -459194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -454066.750000 Penalty: 813.799622
	Iteration 0F: 3 clusters Score -454066.8 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -456060.312500 Penalty: 813.799622
	Iteration 1F: 3 clusters Score -456060.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -456420.062500 Penalty: 813.799622
	Iteration 2F: 3 clusters Score -456420.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -456847.812500 Penalty: 813.799622
	Iteration 3F: 3 clusters Score -456847.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -457263.812500 Penalty: 813.799622
	Iteration 4F: 3 clusters Score -457263.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -457603.031250 Penalty: 813.799622
	Iteration 5F: 3 clusters Score -457603 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -457842.062500 Penalty: 813.799622
	Iteration 6Q: 3 clusters Score -457842.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -457968.093750 Penalty: 813.799622
	Iteration 7Q: 3 clusters Score -457968.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -458044.062500 Penalty: 813.799622
	Iteration 8Q: 3 clusters Score -458044.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -458103.156250 Penalty: 813.799622
	Iteration 9Q: 3 clusters Score -458103.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -458169.843750 Penalty: 813.799622
	Iteration 10Q: 3 clusters Score -458169.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -458245.437500 Penalty: 813.799622
	Iteration 11Q: 3 clusters Score -458245.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -458319.062500 Penalty: 813.799622
	Iteration 12Q: 3 clusters Score -458319.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -458399.156250 Penalty: 813.799622
	Iteration 13Q: 3 clusters Score -458399.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -458471.062500 Penalty: 813.799622
	Iteration 14Q: 3 clusters Score -458471.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -458531.875000 Penalty: 813.799622
	Iteration 15Q: 3 clusters Score -458531.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -458568.500000 Penalty: 813.799622
	Iteration 16Q: 3 clusters Score -458568.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -458608.656250 Penalty: 813.799622
	Iteration 17Q: 3 clusters Score -458608.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -458634.593750 Penalty: 813.799622
	Iteration 18Q: 3 clusters Score -458634.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -458653.562500 Penalty: 813.799622
	Iteration 19Q: 3 clusters Score -458653.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -458669.281250 Penalty: 813.799622
	Iteration 20F: 3 clusters Score -458669.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -458687.343750 Penalty: 813.799622
	Iteration 21Q: 3 clusters Score -458687.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -458704.781250 Penalty: 813.799622
	Iteration 22Q: 3 clusters Score -458704.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -458724.281250 Penalty: 813.799622
	Iteration 23Q: 3 clusters Score -458724.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -458744.000000 Penalty: 813.799622
	Iteration 24Q: 3 clusters Score -458744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -458761.156250 Penalty: 813.799622
	Iteration 25Q: 3 clusters Score -458761.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -458776.906250 Penalty: 813.799622
	Iteration 26Q: 3 clusters Score -458776.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -458785.000000 Penalty: 813.799622
	Iteration 27Q: 3 clusters Score -458785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -458795.437500 Penalty: 813.799622
	Iteration 28Q: 3 clusters Score -458795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -458800.062500 Penalty: 813.799622
	Iteration 29Q: 3 clusters Score -458800.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -458804.656250 Penalty: 813.799622
	Iteration 30Q: 3 clusters Score -458804.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -458808.281250 Penalty: 813.799622
	Iteration 31Q: 3 clusters Score -458808.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -458812.687500 Penalty: 813.799622
	Iteration 32Q: 3 clusters Score -458812.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -458818.781250 Penalty: 813.799622
	Iteration 33Q: 3 clusters Score -458818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -458829.031250 Penalty: 813.799622
	Iteration 34Q: 3 clusters Score -458829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -458837.312500 Penalty: 813.799622
	Iteration 35Q: 3 clusters Score -458837.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -458845.062500 Penalty: 813.799622
	Iteration 36Q: 3 clusters Score -458845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -458853.656250 Penalty: 813.799622
	Iteration 37Q: 3 clusters Score -458853.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -458859.343750 Penalty: 813.799622
	Iteration 38Q: 3 clusters Score -458859.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -458864.156250 Penalty: 813.799622
	Iteration 39Q: 3 clusters Score -458864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -458867.062500 Penalty: 813.799622
	Iteration 40F: 3 clusters Score -458867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -458871.812500 Penalty: 813.799622
	Iteration 41Q: 3 clusters Score -458871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -458875.906250 Penalty: 813.799622
	Iteration 42Q: 3 clusters Score -458875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -458878.156250 Penalty: 813.799622
	Iteration 43Q: 3 clusters Score -458878.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -458884.937500 Penalty: 813.799622
	Iteration 44Q: 3 clusters Score -458884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -458889.843750 Penalty: 813.799622
	Iteration 45Q: 3 clusters Score -458889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -458892.000000 Penalty: 813.799622
	Iteration 46Q: 3 clusters Score -458892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -458892.718750 Penalty: 813.799622
	Iteration 47Q: 3 clusters Score -458892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -458892.531250 Penalty: 813.799622
	Iteration 48Q: 3 clusters Score -458892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -458892.781250 Penalty: 813.799622
	Iteration 49Q: 3 clusters Score -458892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -458892.781250 Penalty: 813.799622
	Iteration 50F: 3 clusters Score -458892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -58795.957031 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -58795.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58053.531250 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -58053.53 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58259.875000 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -58259.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58296.832031 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -58296.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58343.339844 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -58343.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58394.824219 Penalty: 620.522095
	Iteration 4F: 3 clusters Score -58394.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58428.078125 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -58428.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -58455.082031 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -58455.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -58483.289062 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -58483.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -58501.488281 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -58501.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -58525.582031 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -58525.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -58554.292969 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -58554.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -58587.875000 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -58587.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58620.160156 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -58620.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58648.121094 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -58648.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -58668.437500 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -58668.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58677.867188 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -58677.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -58679.902344 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -58679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58682.925781 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -58682.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -58684.542969 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -58684.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58685.656250 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -58685.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58686.335938 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -58686.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58686.925781 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -58686.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -58687.937500 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -58687.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -58689.324219 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -58689.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -58689.578125 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -58689.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -58690.343750 Penalty: 620.522095
	Iteration 25Q: 3 clusters Score -58690.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -58690.343750 Penalty: 620.522095
	Iteration 26F: 3 clusters Score -58690.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -569656.562500 Penalty: 412.671265
	Iteration 0F: 2 clusters Score -569656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -563818.187500 Penalty: 825.342529
	Iteration 0F: 3 clusters Score -563818.2 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -566265.687500 Penalty: 825.342529
	Iteration 1F: 3 clusters Score -566265.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -566690.000000 Penalty: 825.342529
	Iteration 2F: 3 clusters Score -566690 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -567130.250000 Penalty: 825.342529
	Iteration 3F: 3 clusters Score -567130.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -567631.937500 Penalty: 825.342529
	Iteration 4F: 3 clusters Score -567631.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -568085.437500 Penalty: 825.342529
	Iteration 5F: 3 clusters Score -568085.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -568364.187500 Penalty: 825.342529
	Iteration 6Q: 3 clusters Score -568364.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -568541.750000 Penalty: 825.342529
	Iteration 7Q: 3 clusters Score -568541.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -568669.812500 Penalty: 825.342529
	Iteration 8Q: 3 clusters Score -568669.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -568780.250000 Penalty: 825.342529
	Iteration 9Q: 3 clusters Score -568780.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -568860.125000 Penalty: 825.342529
	Iteration 10Q: 3 clusters Score -568860.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -568922.375000 Penalty: 825.342529
	Iteration 11Q: 3 clusters Score -568922.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -568963.500000 Penalty: 825.342529
	Iteration 12Q: 3 clusters Score -568963.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -568994.812500 Penalty: 825.342529
	Iteration 13Q: 3 clusters Score -568994.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -569025.125000 Penalty: 825.342529
	Iteration 14Q: 3 clusters Score -569025.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -569056.125000 Penalty: 825.342529
	Iteration 15Q: 3 clusters Score -569056.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -569086.000000 Penalty: 825.342529
	Iteration 16Q: 3 clusters Score -569086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -569108.500000 Penalty: 825.342529
	Iteration 17Q: 3 clusters Score -569108.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -569121.562500 Penalty: 825.342529
	Iteration 18Q: 3 clusters Score -569121.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -569128.000000 Penalty: 825.342529
	Iteration 19Q: 3 clusters Score -569128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -569136.437500 Penalty: 825.342529
	Iteration 20F: 3 clusters Score -569136.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -569149.375000 Penalty: 825.342529
	Iteration 21Q: 3 clusters Score -569149.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -569163.312500 Penalty: 825.342529
	Iteration 22Q: 3 clusters Score -569163.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -569183.250000 Penalty: 825.342529
	Iteration 23Q: 3 clusters Score -569183.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -569197.125000 Penalty: 825.342529
	Iteration 24Q: 3 clusters Score -569197.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -569211.937500 Penalty: 825.342529
	Iteration 25Q: 3 clusters Score -569211.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -569220.125000 Penalty: 825.342529
	Iteration 26Q: 3 clusters Score -569220.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -569228.312500 Penalty: 825.342529
	Iteration 27Q: 3 clusters Score -569228.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -569236.312500 Penalty: 825.342529
	Iteration 28Q: 3 clusters Score -569236.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -569246.250000 Penalty: 825.342529
	Iteration 29Q: 3 clusters Score -569246.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -569254.937500 Penalty: 825.342529
	Iteration 30Q: 3 clusters Score -569254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -569263.750000 Penalty: 825.342529
	Iteration 31Q: 3 clusters Score -569263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -569267.062500 Penalty: 825.342529
	Iteration 32Q: 3 clusters Score -569267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -569271.750000 Penalty: 825.342529
	Iteration 33Q: 3 clusters Score -569271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -569273.625000 Penalty: 825.342529
	Iteration 34Q: 3 clusters Score -569273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -569276.812500 Penalty: 825.342529
	Iteration 35Q: 3 clusters Score -569276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -569277.375000 Penalty: 825.342529
	Iteration 36Q: 3 clusters Score -569277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -569278.437500 Penalty: 825.342529
	Iteration 37Q: 3 clusters Score -569278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -569278.500000 Penalty: 825.342529
	Iteration 38Q: 3 clusters Score -569278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -569278.625000 Penalty: 825.342529
	Iteration 39Q: 3 clusters Score -569278.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -569280.375000 Penalty: 825.342529
	Iteration 40F: 3 clusters Score -569280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -569281.625000 Penalty: 825.342529
	Iteration 41Q: 3 clusters Score -569281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -569282.937500 Penalty: 825.342529
	Iteration 42Q: 3 clusters Score -569282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -569282.187500 Penalty: 825.342529
	Iteration 43Q: 3 clusters Score -569282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -569283.750000 Penalty: 825.342529
	Iteration 44Q: 3 clusters Score -569283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -569283.937500 Penalty: 825.342529
	Iteration 45Q: 3 clusters Score -569283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -569283.625000 Penalty: 825.342529
	Iteration 46Q: 3 clusters Score -569283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -569283.625000 Penalty: 825.342529
	Iteration 47F: 3 clusters Score -569283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -348150.718750 Penalty: 394.730377
	Iteration 0F: 2 clusters Score -348150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -344218.343750 Penalty: 789.460754
	Iteration 0F: 3 clusters Score -344218.3 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -345750.218750 Penalty: 789.460754
	Iteration 1F: 3 clusters Score -345750.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -345885.562500 Penalty: 789.460754
	Iteration 2F: 3 clusters Score -345885.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -346028.093750 Penalty: 789.460754
	Iteration 3F: 3 clusters Score -346028.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -346190.843750 Penalty: 789.460754
	Iteration 4Q: 3 clusters Score -346190.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -346378.718750 Penalty: 789.460754
	Iteration 5F: 3 clusters Score -346378.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -346559.968750 Penalty: 789.460754
	Iteration 6F: 3 clusters Score -346560 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -346731.906250 Penalty: 789.460754
	Iteration 7Q: 3 clusters Score -346731.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -346913.906250 Penalty: 789.460754
	Iteration 8Q: 3 clusters Score -346913.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -347036.375000 Penalty: 789.460754
	Iteration 9Q: 3 clusters Score -347036.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -347118.187500 Penalty: 789.460754
	Iteration 10Q: 3 clusters Score -347118.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -347176.625000 Penalty: 789.460754
	Iteration 11Q: 3 clusters Score -347176.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -347221.968750 Penalty: 789.460754
	Iteration 12Q: 3 clusters Score -347222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -347259.843750 Penalty: 789.460754
	Iteration 13Q: 3 clusters Score -347259.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -347305.281250 Penalty: 789.460754
	Iteration 14Q: 3 clusters Score -347305.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -347338.718750 Penalty: 789.460754
	Iteration 15Q: 3 clusters Score -347338.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -347369.281250 Penalty: 789.460754
	Iteration 16Q: 3 clusters Score -347369.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -347395.468750 Penalty: 789.460754
	Iteration 17Q: 3 clusters Score -347395.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347414.000000 Penalty: 789.460754
	Iteration 18Q: 3 clusters Score -347414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -347436.718750 Penalty: 789.460754
	Iteration 19Q: 3 clusters Score -347436.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -347453.187500 Penalty: 789.460754
	Iteration 20F: 3 clusters Score -347453.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -347468.437500 Penalty: 789.460754
	Iteration 21Q: 3 clusters Score -347468.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347486.468750 Penalty: 789.460754
	Iteration 22Q: 3 clusters Score -347486.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -347499.968750 Penalty: 789.460754
	Iteration 23Q: 3 clusters Score -347500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -347512.812500 Penalty: 789.460754
	Iteration 24Q: 3 clusters Score -347512.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -347524.906250 Penalty: 789.460754
	Iteration 25Q: 3 clusters Score -347524.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -347537.593750 Penalty: 789.460754
	Iteration 26Q: 3 clusters Score -347537.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -347554.781250 Penalty: 789.460754
	Iteration 27Q: 3 clusters Score -347554.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -347574.187500 Penalty: 789.460754
	Iteration 28Q: 3 clusters Score -347574.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -347593.812500 Penalty: 789.460754
	Iteration 29Q: 3 clusters Score -347593.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -347616.468750 Penalty: 789.460754
	Iteration 30Q: 3 clusters Score -347616.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -347641.562500 Penalty: 789.460754
	Iteration 31Q: 3 clusters Score -347641.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -347667.312500 Penalty: 789.460754
	Iteration 32Q: 3 clusters Score -347667.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -347684.875000 Penalty: 789.460754
	Iteration 33Q: 3 clusters Score -347684.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -347698.437500 Penalty: 789.460754
	Iteration 34Q: 3 clusters Score -347698.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -347712.500000 Penalty: 789.460754
	Iteration 35Q: 3 clusters Score -347712.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -347722.031250 Penalty: 789.460754
	Iteration 36Q: 3 clusters Score -347722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -347733.312500 Penalty: 789.460754
	Iteration 37Q: 3 clusters Score -347733.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -347739.437500 Penalty: 789.460754
	Iteration 38Q: 3 clusters Score -347739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -347745.218750 Penalty: 789.460754
	Iteration 39Q: 3 clusters Score -347745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -347747.406250 Penalty: 789.460754
	Iteration 40F: 3 clusters Score -347747.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -347754.281250 Penalty: 789.460754
	Iteration 41Q: 3 clusters Score -347754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -347758.875000 Penalty: 789.460754
	Iteration 42Q: 3 clusters Score -347758.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -347764.000000 Penalty: 789.460754
	Iteration 43Q: 3 clusters Score -347764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -347768.062500 Penalty: 789.460754
	Iteration 44Q: 3 clusters Score -347768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -347770.750000 Penalty: 789.460754
	Iteration 45Q: 3 clusters Score -347770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -347772.968750 Penalty: 789.460754
	Iteration 46Q: 3 clusters Score -347773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -347774.093750 Penalty: 789.460754
	Iteration 47Q: 3 clusters Score -347774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -347776.312500 Penalty: 789.460754
	Iteration 48Q: 3 clusters Score -347776.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -347778.500000 Penalty: 789.460754
	Iteration 49Q: 3 clusters Score -347778.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -347780.625000 Penalty: 789.460754
	Iteration 50Q: 3 clusters Score -347780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -347783.218750 Penalty: 789.460754
	Iteration 51Q: 3 clusters Score -347783.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -347788.187500 Penalty: 789.460754
	Iteration 52Q: 3 clusters Score -347788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -347793.218750 Penalty: 789.460754
	Iteration 53Q: 3 clusters Score -347793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -347796.937500 Penalty: 789.460754
	Iteration 54Q: 3 clusters Score -347796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -347799.750000 Penalty: 789.460754
	Iteration 55Q: 3 clusters Score -347799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -347802.906250 Penalty: 789.460754
	Iteration 56Q: 3 clusters Score -347802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -347805.437500 Penalty: 789.460754
	Iteration 57Q: 3 clusters Score -347805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -347806.812500 Penalty: 789.460754
	Iteration 58Q: 3 clusters Score -347806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -347807.781250 Penalty: 789.460754
	Iteration 59Q: 3 clusters Score -347807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -347808.187500 Penalty: 789.460754
	Iteration 60F: 3 clusters Score -347808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -347808.031250 Penalty: 789.460754
	Iteration 61Q: 3 clusters Score -347808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -347809.375000 Penalty: 789.460754
	Iteration 62Q: 3 clusters Score -347809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -347809.312500 Penalty: 789.460754
	Iteration 63Q: 3 clusters Score -347809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -347810.343750 Penalty: 789.460754
	Iteration 64Q: 3 clusters Score -347810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -347810.375000 Penalty: 789.460754
	Iteration 65Q: 3 clusters Score -347810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -347810.437500 Penalty: 789.460754
	Iteration 66Q: 3 clusters Score -347810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -347810.437500 Penalty: 789.460754
	Iteration 67F: 3 clusters Score -347810.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Entering Unmasked Estep 
Score: -5806784.000000 Penalty: 520.712891
	Iteration 0F: 2 clusters Score -5806784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5753312.000000 Penalty: 1041.425781
	Iteration 0F: 3 clusters Score -5753312 nChanged 45666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -5782071.500000 Penalty: 1041.425781
	Iteration 1F: 3 clusters Score -5782072 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -5785523.000000 Penalty: 1041.425781
	Iteration 2F: 3 clusters Score -5785523 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -5790946.000000 Penalty: 1041.425781
	Iteration 3F: 3 clusters Score -5790946 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -5797267.500000 Penalty: 1041.425781
	Iteration 4F: 3 clusters Score -5797268 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -5803233.000000 Penalty: 1041.425781
	Iteration 5F: 3 clusters Score -5803233 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -5806165.000000 Penalty: 1041.425781
	Iteration 6Q: 3 clusters Score -5806165 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -5807123.000000 Penalty: 1041.425781
	Iteration 7Q: 3 clusters Score -5807123 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -5807276.000000 Penalty: 1041.425781
	Iteration 8Q: 3 clusters Score -5807276 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -5806989.000000 Penalty: 1041.425781
	Iteration 9Q: 3 clusters Score -5806989 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -5806780.500000 Penalty: 1041.425781
	Iteration 10Q: 3 clusters Score -5806780 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -5806652.000000 Penalty: 1041.425781
	Iteration 11Q: 3 clusters Score -5806652 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -5806503.000000 Penalty: 1041.425781
	Iteration 12Q: 3 clusters Score -5806503 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -5806389.000000 Penalty: 1041.425781
	Iteration 13Q: 3 clusters Score -5806389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -5806394.500000 Penalty: 1041.425781
	Iteration 14Q: 3 clusters Score -5806394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -5806392.500000 Penalty: 1041.425781
	Iteration 15Q: 3 clusters Score -5806392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -5806404.500000 Penalty: 1041.425781
	Iteration 16Q: 3 clusters Score -5806404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -5806407.000000 Penalty: 1041.425781
	Iteration 17Q: 3 clusters Score -5806407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -5806422.000000 Penalty: 1041.425781
	Iteration 18Q: 3 clusters Score -5806422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -5806420.000000 Penalty: 1041.425781
	Iteration 19Q: 3 clusters Score -5806420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -5806416.000000 Penalty: 1041.425781
	Iteration 20F: 3 clusters Score -5806416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -5806418.500000 Penalty: 1041.425781
	Iteration 21Q: 3 clusters Score -5806418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -5806417.500000 Penalty: 1041.425781
	Iteration 22Q: 3 clusters Score -5806418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -5806416.000000 Penalty: 1041.425781
	Iteration 23Q: 3 clusters Score -5806416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -5806422.000000 Penalty: 1041.425781
	Iteration 24Q: 3 clusters Score -5806422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -5806427.000000 Penalty: 1041.425781
	Iteration 25Q: 3 clusters Score -5806427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -5806425.000000 Penalty: 1041.425781
	Iteration 26Q: 3 clusters Score -5806425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -5806425.000000 Penalty: 1041.425781
	Iteration 27F: 3 clusters Score -5806425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Entering Unmasked Estep 
Score: -2923774.250000 Penalty: 487.389587
	Iteration 0F: 2 clusters Score -2923774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2894961.500000 Penalty: 974.779175
	Iteration 0F: 3 clusters Score -2894962 nChanged 21666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2907845.000000 Penalty: 974.779175
	Iteration 1F: 3 clusters Score -2907845 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2908801.250000 Penalty: 974.779175
	Iteration 2Q: 3 clusters Score -2908801 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2910367.000000 Penalty: 974.779175
	Iteration 3F: 3 clusters Score -2910367 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -2912878.500000 Penalty: 974.779175
	Iteration 4F: 3 clusters Score -2912878 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2915436.500000 Penalty: 974.779175
	Iteration 5F: 3 clusters Score -2915436 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -2916831.750000 Penalty: 974.779175
	Iteration 6F: 3 clusters Score -2916832 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2917243.750000 Penalty: 974.779175
	Iteration 7Q: 3 clusters Score -2917244 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2917412.000000 Penalty: 974.779175
	Iteration 8Q: 3 clusters Score -2917412 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -2917499.250000 Penalty: 974.779175
	Iteration 9Q: 3 clusters Score -2917499 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -2917551.000000 Penalty: 974.779175
	Iteration 10Q: 3 clusters Score -2917551 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -2917627.250000 Penalty: 974.779175
	Iteration 11Q: 3 clusters Score -2917627 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -2917687.500000 Penalty: 974.779175
	Iteration 12Q: 3 clusters Score -2917688 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -2917752.500000 Penalty: 974.779175
	Iteration 13Q: 3 clusters Score -2917752 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -2917830.750000 Penalty: 974.779175
	Iteration 14Q: 3 clusters Score -2917831 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -2917898.500000 Penalty: 974.779175
	Iteration 15Q: 3 clusters Score -2917898 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -2917958.000000 Penalty: 974.779175
	Iteration 16Q: 3 clusters Score -2917958 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -2918045.250000 Penalty: 974.779175
	Iteration 17Q: 3 clusters Score -2918045 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -2918147.750000 Penalty: 974.779175
	Iteration 18Q: 3 clusters Score -2918148 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -2918221.750000 Penalty: 974.779175
	Iteration 19Q: 3 clusters Score -2918222 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -2918302.250000 Penalty: 974.779175
	Iteration 20F: 3 clusters Score -2918302 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -2918366.500000 Penalty: 974.779175
	Iteration 21Q: 3 clusters Score -2918366 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -2918441.000000 Penalty: 974.779175
	Iteration 22Q: 3 clusters Score -2918441 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -2918492.500000 Penalty: 974.779175
	Iteration 23Q: 3 clusters Score -2918492 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -2918528.000000 Penalty: 974.779175
	Iteration 24Q: 3 clusters Score -2918528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -2918560.500000 Penalty: 974.779175
	Iteration 25Q: 3 clusters Score -2918560 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -2918600.500000 Penalty: 974.779175
	Iteration 26Q: 3 clusters Score -2918600 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -2918648.500000 Penalty: 974.779175
	Iteration 27Q: 3 clusters Score -2918648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -2918666.250000 Penalty: 974.779175
	Iteration 28Q: 3 clusters Score -2918666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -2918688.750000 Penalty: 974.779175
	Iteration 29Q: 3 clusters Score -2918689 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -2918714.500000 Penalty: 974.779175
	Iteration 30Q: 3 clusters Score -2918714 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2918749.500000 Penalty: 974.779175
	Iteration 31Q: 3 clusters Score -2918750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2918800.000000 Penalty: 974.779175
	Iteration 32Q: 3 clusters Score -2918800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2918831 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2918854 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -2918891.250000 Penalty: 974.779175
	Iteration 35Q: 3 clusters Score -2918891 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -2918918.000000 Penalty: 974.779175
	Iteration 36Q: 3 clusters Score -2918918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -2918953.500000 Penalty: 974.779175
	Iteration 37Q: 3 clusters Score -2918954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -2918990.500000 Penalty: 974.779175
	Iteration 38Q: 3 clusters Score -2918990 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -2919022.250000 Penalty: 974.779175
	Iteration 39Q: 3 clusters Score -2919022 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -2919055.000000 Penalty: 974.779175
	Iteration 40F: 3 clusters Score -2919055 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2919080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2919090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2919105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2919116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -2919132.500000 Penalty: 974.779175
	Iteration 45Q: 3 clusters Score -2919132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -2919140.750000 Penalty: 974.779175
	Iteration 46Q: 3 clusters Score -2919141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2919149.500000 Penalty: 974.779175
	Iteration 47Q: 3 clusters Score -2919150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -2919167.500000 Penalty: 974.779175
	Iteration 48Q: 3 clusters Score -2919168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -2919164.500000 Penalty: 974.779175
	Iteration 49Q: 3 clusters Score -2919164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -2919190.250000 Penalty: 974.779175
	Iteration 50Q: 3 clusters Score -2919190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -2919209.500000 Penalty: 974.779175
	Iteration 51Q: 3 clusters Score -2919210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -2919213.250000 Penalty: 974.779175
	Iteration 52Q: 3 clusters Score -2919213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -2919240.250000 Penalty: 974.779175
	Iteration 53Q: 3 clusters Score -2919240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -2919265.250000 Penalty: 974.779175
	Iteration 54Q: 3 clusters Score -2919265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -2919293.500000 Penalty: 974.779175
	Iteration 55Q: 3 clusters Score -2919294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -2919308.250000 Penalty: 974.779175
	Iteration 56Q: 3 clusters Score -2919308 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -2919331.750000 Penalty: 974.779175
	Iteration 57Q: 3 clusters Score -2919332 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -2919361.250000 Penalty: 974.779175
	Iteration 58Q: 3 clusters Score -2919361 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2919377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -2919397.500000 Penalty: 974.779175
	Iteration 60F: 3 clusters Score -2919398 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -2919409.750000 Penalty: 974.779175
	Iteration 61Q: 3 clusters Score -2919410 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2919426 nChanged 78
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2919453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2919455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -2919473.500000 Penalty: 974.779175
	Iteration 65Q: 3 clusters Score -2919474 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2919494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2919523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2919566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -2919592.500000 Penalty: 974.779175
	Iteration 69Q: 3 clusters Score -2919592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2919606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -2919642.750000 Penalty: 974.779175
	Iteration 71Q: 3 clusters Score -2919643 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -2919662.500000 Penalty: 974.779175
	Iteration 72Q: 3 clusters Score -2919662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2919692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2919749 nChanged 77
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2919784 nChanged 82
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2919804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2919830 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2919864 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2919898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2919938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2919974 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7625 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2920003 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2920039 nChanged 74
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2920080 nChanged 75
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Mstep: Class 1 contains 7414 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2920108 nChanged 77
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Mstep: Class 1 contains 7343 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2920145 nChanged 90
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Mstep: Class 1 contains 7257 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2920189 nChanged 92
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Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2920228 nChanged 93
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Mstep: Class 1 contains 7080 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2920266 nChanged 102
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Mstep: Class 1 contains 6984 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2920307 nChanged 109
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Mstep: Class 1 contains 6877 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2920348 nChanged 123
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Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2920390 nChanged 138
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Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2920453 nChanged 132
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Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -2920515.500000 Penalty: 974.779175
	Iteration 94Q: 3 clusters Score -2920516 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2920588 nChanged 137
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Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2920668 nChanged 150
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Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2920762 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2920934 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2921100 nChanged 185
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Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -2921280.750000 Penalty: 974.779175
	Iteration 100F: 3 clusters Score -2921281 nChanged 199
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2921442 nChanged 200
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Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2921589 nChanged 209
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Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2921765 nChanged 252
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Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2921971 nChanged 278
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Mstep: Class 1 contains 4432 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2922172 nChanged 264
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Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2922358 nChanged 274
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Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2922485 nChanged 286
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -2922629.250000 Penalty: 974.779175
	Iteration 108Q: 3 clusters Score -2922629 nChanged 290
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2922745 nChanged 311
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Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2922864 nChanged 333
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Mstep: Class 1 contains 2674 members 
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Entering Unmasked Estep 
Score: -2923001.250000 Penalty: 974.779175
	Iteration 111Q: 3 clusters Score -2923001 nChanged 339
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2923073 nChanged 337
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Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2923186 nChanged 311
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Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2923273 nChanged 270
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Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -2923326.500000 Penalty: 974.779175
	Iteration 115Q: 3 clusters Score -2923326 nChanged 228
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Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2923370 nChanged 190
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Mstep: Class 1 contains 1001 members 
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Entering Unmasked Estep 
Score: -2923408.750000 Penalty: 974.779175
	Iteration 117Q: 3 clusters Score -2923409 nChanged 174
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Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -2923428.750000 Penalty: 974.779175
	Iteration 118Q: 3 clusters Score -2923429 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -2923432.250000 Penalty: 974.779175
	Iteration 119Q: 3 clusters Score -2923432 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -2923409.500000 Penalty: 974.779175
	Iteration 120F: 3 clusters Score -2923410 nChanged 86
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Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -2923420.250000 Penalty: 974.779175
	Iteration 121Q: 3 clusters Score -2923420 nChanged 76
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Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2923420 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -2923426.500000 Penalty: 974.779175
	Iteration 123Q: 3 clusters Score -2923426 nChanged 49
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Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -2923419.250000 Penalty: 974.779175
	Iteration 124Q: 3 clusters Score -2923419 nChanged 43
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Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -2923411.250000 Penalty: 974.779175
	Iteration 125Q: 3 clusters Score -2923411 nChanged 22
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Mstep: Class 1 contains 262 members 
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Entering Unmasked Estep 
Score: -2923407.750000 Penalty: 974.779175
	Iteration 126Q: 3 clusters Score -2923408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -2923409.000000 Penalty: 974.779175
	Iteration 127Q: 3 clusters Score -2923409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -2923420.250000 Penalty: 974.779175
	Iteration 128Q: 3 clusters Score -2923420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -2923417.000000 Penalty: 974.779175
	Iteration 129Q: 3 clusters Score -2923417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -2923417.750000 Penalty: 974.779175
	Iteration 130Q: 3 clusters Score -2923418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -2923416.500000 Penalty: 974.779175
	Iteration 131Q: 3 clusters Score -2923416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -2923414.750000 Penalty: 974.779175
	Iteration 132Q: 3 clusters Score -2923415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -2923421.000000 Penalty: 974.779175
	Iteration 133Q: 3 clusters Score -2923421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -2923420.250000 Penalty: 974.779175
	Iteration 134Q: 3 clusters Score -2923420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -2923421.250000 Penalty: 974.779175
	Iteration 135Q: 3 clusters Score -2923421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -2923419.750000 Penalty: 974.779175
	Iteration 136Q: 3 clusters Score -2923420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -2923419.500000 Penalty: 974.779175
	Iteration 137Q: 3 clusters Score -2923420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -2923419.500000 Penalty: 974.779175
	Iteration 138F: 3 clusters Score -2923420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -41841.746094 Penalty: 299.796143
	Iteration 0F: 2 clusters Score -41841.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41198.894531 Penalty: 599.592285
	Iteration 0F: 3 clusters Score -41198.89 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41376.238281 Penalty: 599.592285
	Iteration 1F: 3 clusters Score -41376.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -41424.289062 Penalty: 599.592285
	Iteration 2F: 3 clusters Score -41424.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -41442.746094 Penalty: 599.592285
	Iteration 3Q: 3 clusters Score -41442.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41455.433594 Penalty: 599.592285
	Iteration 4Q: 3 clusters Score -41455.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41462.355469 Penalty: 599.592285
	Iteration 5Q: 3 clusters Score -41462.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41466.839844 Penalty: 599.592285
	Iteration 6Q: 3 clusters Score -41466.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41471.308594 Penalty: 599.592285
	Iteration 7Q: 3 clusters Score -41471.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41475.953125 Penalty: 599.592285
	Iteration 8Q: 3 clusters Score -41475.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41478.410156 Penalty: 599.592285
	Iteration 9Q: 3 clusters Score -41478.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41480.679688 Penalty: 599.592285
	Iteration 10Q: 3 clusters Score -41480.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41481.015625 Penalty: 599.592285
	Iteration 11Q: 3 clusters Score -41481.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41481.218750 Penalty: 599.592285
	Iteration 12Q: 3 clusters Score -41481.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41481.746094 Penalty: 599.592285
	Iteration 13Q: 3 clusters Score -41481.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -41482.542969 Penalty: 599.592285
	Iteration 14Q: 3 clusters Score -41482.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41483.339844 Penalty: 599.592285
	Iteration 15Q: 3 clusters Score -41483.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41484.601562 Penalty: 599.592285
	Iteration 16Q: 3 clusters Score -41484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41485.683594 Penalty: 599.592285
	Iteration 17Q: 3 clusters Score -41485.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41485.683594 Penalty: 599.592285
	Iteration 18F: 3 clusters Score -41485.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -118695.976562 Penalty: 341.399689
	Iteration 0F: 2 clusters Score -118696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -117388.539062 Penalty: 682.799377
	Iteration 0F: 3 clusters Score -117388.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -117835.015625 Penalty: 682.799377
	Iteration 1F: 3 clusters Score -117835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -117921.703125 Penalty: 682.799377
	Iteration 2F: 3 clusters Score -117921.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -117988.140625 Penalty: 682.799377
	Iteration 3F: 3 clusters Score -117988.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -118059.460938 Penalty: 682.799377
	Iteration 4Q: 3 clusters Score -118059.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -118120.296875 Penalty: 682.799377
	Iteration 5Q: 3 clusters Score -118120.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -118177.234375 Penalty: 682.799377
	Iteration 6Q: 3 clusters Score -118177.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -118225.460938 Penalty: 682.799377
	Iteration 7Q: 3 clusters Score -118225.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -118277.765625 Penalty: 682.799377
	Iteration 8Q: 3 clusters Score -118277.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -118311.695312 Penalty: 682.799377
	Iteration 9Q: 3 clusters Score -118311.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -118332.359375 Penalty: 682.799377
	Iteration 10Q: 3 clusters Score -118332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -118345.742188 Penalty: 682.799377
	Iteration 11Q: 3 clusters Score -118345.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -118358.023438 Penalty: 682.799377
	Iteration 12Q: 3 clusters Score -118358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -118368.132812 Penalty: 682.799377
	Iteration 13Q: 3 clusters Score -118368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -118372.882812 Penalty: 682.799377
	Iteration 14Q: 3 clusters Score -118372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -118377.593750 Penalty: 682.799377
	Iteration 15Q: 3 clusters Score -118377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -118380.546875 Penalty: 682.799377
	Iteration 16Q: 3 clusters Score -118380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -118383.992188 Penalty: 682.799377
	Iteration 17Q: 3 clusters Score -118384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -118384.164062 Penalty: 682.799377
	Iteration 18Q: 3 clusters Score -118384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -118384.164062 Penalty: 682.799377
	Iteration 19F: 3 clusters Score -118384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -89692.031250 Penalty: 329.416931
	Iteration 0F: 2 clusters Score -89692.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -88616.117188 Penalty: 658.833862
	Iteration 0F: 3 clusters Score -88616.12 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -88997.210938 Penalty: 658.833862
	Iteration 1F: 3 clusters Score -88997.21 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89071.875000 Penalty: 658.833862
	Iteration 2F: 3 clusters Score -89071.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -89128.734375 Penalty: 658.833862
	Iteration 3F: 3 clusters Score -89128.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89183.234375 Penalty: 658.833862
	Iteration 4F: 3 clusters Score -89183.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89226.578125 Penalty: 658.833862
	Iteration 5F: 3 clusters Score -89226.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -89262.210938 Penalty: 658.833862
	Iteration 6Q: 3 clusters Score -89262.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89288.234375 Penalty: 658.833862
	Iteration 7Q: 3 clusters Score -89288.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -89303.210938 Penalty: 658.833862
	Iteration 8Q: 3 clusters Score -89303.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89309.546875 Penalty: 658.833862
	Iteration 9Q: 3 clusters Score -89309.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -89314.164062 Penalty: 658.833862
	Iteration 10Q: 3 clusters Score -89314.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -89320.921875 Penalty: 658.833862
	Iteration 11Q: 3 clusters Score -89320.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89324.703125 Penalty: 658.833862
	Iteration 12Q: 3 clusters Score -89324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89327.117188 Penalty: 658.833862
	Iteration 13Q: 3 clusters Score -89327.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89329.851562 Penalty: 658.833862
	Iteration 14Q: 3 clusters Score -89329.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89332.382812 Penalty: 658.833862
	Iteration 15Q: 3 clusters Score -89332.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -89334.234375 Penalty: 658.833862
	Iteration 16Q: 3 clusters Score -89334.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -89335.992188 Penalty: 658.833862
	Iteration 17Q: 3 clusters Score -89335.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89338.875000 Penalty: 658.833862
	Iteration 18Q: 3 clusters Score -89338.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89340.679688 Penalty: 658.833862
	Iteration 19Q: 3 clusters Score -89340.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -89342.195312 Penalty: 658.833862
	Iteration 20F: 3 clusters Score -89342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89342.804688 Penalty: 658.833862
	Iteration 21Q: 3 clusters Score -89342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -89343.296875 Penalty: 658.833862
	Iteration 22Q: 3 clusters Score -89343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89343.468750 Penalty: 658.833862
	Iteration 23Q: 3 clusters Score -89343.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89343.781250 Penalty: 658.833862
	Iteration 24Q: 3 clusters Score -89343.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89344.445312 Penalty: 658.833862
	Iteration 25Q: 3 clusters Score -89344.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -89344.515625 Penalty: 658.833862
	Iteration 26Q: 3 clusters Score -89344.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89344.812500 Penalty: 658.833862
	Iteration 27Q: 3 clusters Score -89344.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89344.929688 Penalty: 658.833862
	Iteration 28Q: 3 clusters Score -89344.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89345.054688 Penalty: 658.833862
	Iteration 29Q: 3 clusters Score -89345.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89345.054688 Penalty: 658.833862
	Iteration 30F: 3 clusters Score -89345.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Entering Unmasked Estep 
Score: -1884434.000000 Penalty: 467.345062
	Iteration 0F: 2 clusters Score -1884434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1865315.375000 Penalty: 934.690125
	Iteration 0F: 3 clusters Score -1865315 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1874389.750000 Penalty: 934.690125
	Iteration 1F: 3 clusters Score -1874390 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -1875823.750000 Penalty: 934.690125
	Iteration 2F: 3 clusters Score -1875824 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1877689.125000 Penalty: 934.690125
	Iteration 3F: 3 clusters Score -1877689 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -1879668.125000 Penalty: 934.690125
	Iteration 4F: 3 clusters Score -1879668 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -1881216.125000 Penalty: 934.690125
	Iteration 5F: 3 clusters Score -1881216 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -1882288.625000 Penalty: 934.690125
	Iteration 6Q: 3 clusters Score -1882289 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1883027.250000 Penalty: 934.690125
	Iteration 7Q: 3 clusters Score -1883027 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -1883514.250000 Penalty: 934.690125
	Iteration 8Q: 3 clusters Score -1883514 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -1883814.375000 Penalty: 934.690125
	Iteration 9Q: 3 clusters Score -1883814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -1883968.500000 Penalty: 934.690125
	Iteration 10Q: 3 clusters Score -1883968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -1884050.875000 Penalty: 934.690125
	Iteration 11Q: 3 clusters Score -1884051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -1884095.500000 Penalty: 934.690125
	Iteration 12Q: 3 clusters Score -1884096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -1884117.375000 Penalty: 934.690125
	Iteration 13Q: 3 clusters Score -1884117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -1884134.125000 Penalty: 934.690125
	Iteration 14Q: 3 clusters Score -1884134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -1884146.000000 Penalty: 934.690125
	Iteration 15Q: 3 clusters Score -1884146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -1884152.250000 Penalty: 934.690125
	Iteration 16Q: 3 clusters Score -1884152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -1884157.125000 Penalty: 934.690125
	Iteration 17Q: 3 clusters Score -1884157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -1884159.250000 Penalty: 934.690125
	Iteration 18Q: 3 clusters Score -1884159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -1884159.750000 Penalty: 934.690125
	Iteration 19Q: 3 clusters Score -1884160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -1884164.250000 Penalty: 934.690125
	Iteration 20F: 3 clusters Score -1884164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -1884171.125000 Penalty: 934.690125
	Iteration 21Q: 3 clusters Score -1884171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -1884171.250000 Penalty: 934.690125
	Iteration 22Q: 3 clusters Score -1884171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -1884172.625000 Penalty: 934.690125
	Iteration 23Q: 3 clusters Score -1884173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -1884175.250000 Penalty: 934.690125
	Iteration 24Q: 3 clusters Score -1884175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -1884177.125000 Penalty: 934.690125
	Iteration 25Q: 3 clusters Score -1884177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -1884181.000000 Penalty: 934.690125
	Iteration 26Q: 3 clusters Score -1884181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -1884183.250000 Penalty: 934.690125
	Iteration 27Q: 3 clusters Score -1884183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -1884180.500000 Penalty: 934.690125
	Iteration 28Q: 3 clusters Score -1884180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -1884180.625000 Penalty: 934.690125
	Iteration 29Q: 3 clusters Score -1884181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -1884181.875000 Penalty: 934.690125
	Iteration 30Q: 3 clusters Score -1884182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -1884182.250000 Penalty: 934.690125
	Iteration 31Q: 3 clusters Score -1884182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -1884183.375000 Penalty: 934.690125
	Iteration 32Q: 3 clusters Score -1884183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -1884183.375000 Penalty: 934.690125
	Iteration 33F: 3 clusters Score -1884183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -251681.937500 Penalty: 376.157227
	Iteration 0F: 2 clusters Score -251681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -249006.250000 Penalty: 752.314453
	Iteration 0F: 3 clusters Score -249006.2 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -250081.968750 Penalty: 752.314453
	Iteration 1F: 3 clusters Score -250082 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -250239.781250 Penalty: 752.314453
	Iteration 2F: 3 clusters Score -250239.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -250381.140625 Penalty: 752.314453
	Iteration 3F: 3 clusters Score -250381.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -250559.812500 Penalty: 752.314453
	Iteration 4F: 3 clusters Score -250559.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -250728.046875 Penalty: 752.314453
	Iteration 5F: 3 clusters Score -250728 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -250897.906250 Penalty: 752.314453
	Iteration 6F: 3 clusters Score -250897.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -251021.031250 Penalty: 752.314453
	Iteration 7Q: 3 clusters Score -251021 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -251099.125000 Penalty: 752.314453
	Iteration 8Q: 3 clusters Score -251099.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -251135.140625 Penalty: 752.314453
	Iteration 9Q: 3 clusters Score -251135.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -251154.593750 Penalty: 752.314453
	Iteration 10Q: 3 clusters Score -251154.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -251170.203125 Penalty: 752.314453
	Iteration 11Q: 3 clusters Score -251170.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -251180.250000 Penalty: 752.314453
	Iteration 12Q: 3 clusters Score -251180.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -251188.468750 Penalty: 752.314453
	Iteration 13Q: 3 clusters Score -251188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -251194.453125 Penalty: 752.314453
	Iteration 14Q: 3 clusters Score -251194.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -251200.687500 Penalty: 752.314453
	Iteration 15Q: 3 clusters Score -251200.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -251206.062500 Penalty: 752.314453
	Iteration 16Q: 3 clusters Score -251206.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -251210.500000 Penalty: 752.314453
	Iteration 17Q: 3 clusters Score -251210.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -251214.375000 Penalty: 752.314453
	Iteration 18Q: 3 clusters Score -251214.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -251217.375000 Penalty: 752.314453
	Iteration 19Q: 3 clusters Score -251217.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -251219.156250 Penalty: 752.314453
	Iteration 20F: 3 clusters Score -251219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -251220.390625 Penalty: 752.314453
	Iteration 21Q: 3 clusters Score -251220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -251220.875000 Penalty: 752.314453
	Iteration 22Q: 3 clusters Score -251220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -251221.375000 Penalty: 752.314453
	Iteration 23Q: 3 clusters Score -251221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -251222.828125 Penalty: 752.314453
	Iteration 24Q: 3 clusters Score -251222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -251223.546875 Penalty: 752.314453
	Iteration 25Q: 3 clusters Score -251223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -251223.796875 Penalty: 752.314453
	Iteration 26Q: 3 clusters Score -251223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -251225.156250 Penalty: 752.314453
	Iteration 27Q: 3 clusters Score -251225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -251225.625000 Penalty: 752.314453
	Iteration 28Q: 3 clusters Score -251225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -251226.171875 Penalty: 752.314453
	Iteration 29Q: 3 clusters Score -251226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -251226.171875 Penalty: 752.314453
	Iteration 30F: 3 clusters Score -251226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Entering Unmasked Estep 
Score: -760236.500000 Penalty: 429.672638
	Iteration 0F: 2 clusters Score -760236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -751803.125000 Penalty: 859.345276
	Iteration 0F: 3 clusters Score -751803.1 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -755235.687500 Penalty: 859.345276
	Iteration 1F: 3 clusters Score -755235.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -755677.062500 Penalty: 859.345276
	Iteration 2F: 3 clusters Score -755677.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -756323.875000 Penalty: 859.345276
	Iteration 3F: 3 clusters Score -756323.9 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -757211.750000 Penalty: 859.345276
	Iteration 4F: 3 clusters Score -757211.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -758150.375000 Penalty: 859.345276
	Iteration 5F: 3 clusters Score -758150.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -758789.500000 Penalty: 859.345276
	Iteration 6F: 3 clusters Score -758789.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -759175.000000 Penalty: 859.345276
	Iteration 7Q: 3 clusters Score -759175 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -759394.312500 Penalty: 859.345276
	Iteration 8Q: 3 clusters Score -759394.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -759535.937500 Penalty: 859.345276
	Iteration 9Q: 3 clusters Score -759535.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -759639.062500 Penalty: 859.345276
	Iteration 10Q: 3 clusters Score -759639.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -759706.875000 Penalty: 859.345276
	Iteration 11Q: 3 clusters Score -759706.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -759761.187500 Penalty: 859.345276
	Iteration 12Q: 3 clusters Score -759761.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -759797.687500 Penalty: 859.345276
	Iteration 13Q: 3 clusters Score -759797.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -759819.750000 Penalty: 859.345276
	Iteration 14Q: 3 clusters Score -759819.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -759837.812500 Penalty: 859.345276
	Iteration 15Q: 3 clusters Score -759837.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -759850.875000 Penalty: 859.345276
	Iteration 16Q: 3 clusters Score -759850.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -759861.312500 Penalty: 859.345276
	Iteration 17Q: 3 clusters Score -759861.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -759866.437500 Penalty: 859.345276
	Iteration 18Q: 3 clusters Score -759866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -759877.687500 Penalty: 859.345276
	Iteration 19Q: 3 clusters Score -759877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -759883.625000 Penalty: 859.345276
	Iteration 20F: 3 clusters Score -759883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -759888.187500 Penalty: 859.345276
	Iteration 21Q: 3 clusters Score -759888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -759889.000000 Penalty: 859.345276
	Iteration 22Q: 3 clusters Score -759889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -759888.875000 Penalty: 859.345276
	Iteration 23Q: 3 clusters Score -759888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -759888.875000 Penalty: 859.345276
	Iteration 24F: 3 clusters Score -759888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 79736 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 10225 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77499 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 78791 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 65031 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44473 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 93362 members 
Mstep: Class 27 contains 44885 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1814 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234088.000000 Penalty: 20201.414062
Iteration 239Q: 34 clusters Score -4.223409e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 79753 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 10224 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77493 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 78782 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 65015 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44476 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7652 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 93362 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 727 members 
Mstep: Class 29 contains 1819 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234024.000000 Penalty: 20201.414062
Iteration 240F: 34 clusters Score -4.223402e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79752 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77484 members 
Mstep: Class 10 contains 5203 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6661 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 78784 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 65015 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44481 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7650 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93357 members 
Mstep: Class 27 contains 44889 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1823 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 241Q: 34 clusters Score -4.223408e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79761 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77478 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 78791 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 65011 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44484 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 15970 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7647 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44889 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1827 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234096.000000 Penalty: 20201.414062
Iteration 242Q: 34 clusters Score -4.22341e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79753 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77470 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44052 members 
Mstep: Class 14 contains 78807 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 65006 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44488 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93337 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1831 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234148.000000 Penalty: 20201.414062
Iteration 243Q: 34 clusters Score -4.223415e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 79747 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 10242 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 903 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77474 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44052 members 
Mstep: Class 14 contains 78814 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 65004 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44493 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 15975 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7637 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93338 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1832 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 244Q: 34 clusters Score -4.223408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 79750 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77474 members 
Mstep: Class 10 contains 5176 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6662 members 
Mstep: Class 13 contains 44051 members 
Mstep: Class 14 contains 78807 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 65005 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44499 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7631 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93335 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1832 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234120.000000 Penalty: 20201.414062
Iteration 245Q: 34 clusters Score -4.223412e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 79757 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77474 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44052 members 
Mstep: Class 14 contains 78801 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 65005 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7626 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93330 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 246Q: 34 clusters Score -4.223407e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79765 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77476 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 44053 members 
Mstep: Class 14 contains 78789 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 65002 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44502 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7617 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93334 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234128.000000 Penalty: 20201.414062
Iteration 247Q: 34 clusters Score -4.223413e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79770 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77484 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78775 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 65000 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15975 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7611 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93338 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234128.000000 Penalty: 20201.414062
Iteration 248Q: 34 clusters Score -4.223413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79776 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77492 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78768 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64994 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44503 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15979 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7605 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93335 members 
Mstep: Class 27 contains 44884 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234160.000000 Penalty: 20201.414062
Iteration 249Q: 34 clusters Score -4.223416e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79786 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77494 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78757 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64994 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44508 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15982 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7602 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93335 members 
Mstep: Class 27 contains 44882 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234200.000000 Penalty: 20201.414062
Iteration 250Q: 34 clusters Score -4.22342e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79788 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77495 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 78750 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64994 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44515 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15983 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7602 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93338 members 
Mstep: Class 27 contains 44882 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234184.000000 Penalty: 20201.414062
Iteration 251Q: 34 clusters Score -4.223418e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79804 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77493 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78750 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64996 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44509 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 15987 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7599 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93338 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234160.000000 Penalty: 20201.414062
Iteration 252Q: 34 clusters Score -4.223416e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79803 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77501 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 78750 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44508 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 15993 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7597 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93336 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234108.000000 Penalty: 20201.414062
Iteration 253Q: 34 clusters Score -4.223411e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79800 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77506 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78750 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 64987 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44510 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 15996 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7596 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93338 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 254Q: 34 clusters Score -4.223408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79791 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77511 members 
Mstep: Class 10 contains 5102 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78760 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64982 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16001 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93333 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234136.000000 Penalty: 20201.414062
Iteration 255Q: 34 clusters Score -4.223414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79779 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77514 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78763 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64983 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16005 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93333 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12703 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 34 clusters Score -4.223415e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 79771 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77517 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78765 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64981 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44514 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16003 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93337 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234136.000000 Penalty: 20201.414062
Iteration 257Q: 34 clusters Score -4.223414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79756 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77522 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78773 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64976 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44516 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16004 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 258Q: 34 clusters Score -4.223408e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79747 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77527 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78778 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64974 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44516 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16004 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93350 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234104.000000 Penalty: 20201.414062
Iteration 259Q: 34 clusters Score -4.22341e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 79730 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77528 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64972 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44516 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16005 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7593 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93356 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3895 members 
Mstep: Class 33 contains 12716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 260F: 34 clusters Score -4.223409e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 79724 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77527 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78803 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64969 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44514 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 16005 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7592 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93357 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 12721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234160.000000 Penalty: 20201.414062
Iteration 261Q: 34 clusters Score -4.223416e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 79720 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77528 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78811 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64963 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 16006 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7590 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234216.000000 Penalty: 20201.414062
Iteration 262Q: 34 clusters Score -4.223422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 79728 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77535 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78810 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64950 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 16007 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7587 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93349 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234156.000000 Penalty: 20201.414062
Iteration 263Q: 34 clusters Score -4.223416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79730 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6465 members 
Mstep: Class 5 contains 10256 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77535 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78811 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64933 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7587 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93349 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 264Q: 34 clusters Score -4.223414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79728 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77537 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78813 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64917 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7586 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93346 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234104.000000 Penalty: 20201.414062
Iteration 265Q: 34 clusters Score -4.22341e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79727 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77536 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78812 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64903 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16012 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7583 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93347 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234116.000000 Penalty: 20201.414062
Iteration 266Q: 34 clusters Score -4.223412e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79725 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77533 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78811 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64894 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7580 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 267Q: 34 clusters Score -4.223408e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79731 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77532 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78811 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64888 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7578 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234068.000000 Penalty: 20201.414062
Iteration 268Q: 34 clusters Score -4.223407e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 79740 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10244 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77535 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78806 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64880 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7576 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93347 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234088.000000 Penalty: 20201.414062
Iteration 269Q: 34 clusters Score -4.223409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79751 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10234 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77535 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78802 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64873 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44514 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7574 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93347 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 270Q: 34 clusters Score -4.223405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79758 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77538 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78801 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64866 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7569 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 271Q: 34 clusters Score -4.223406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79765 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10221 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77539 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78799 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64865 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7568 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93344 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 272Q: 34 clusters Score -4.223408e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79774 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10214 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77540 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78799 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 64865 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7567 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93341 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234044.000000 Penalty: 20201.414062
Iteration 273Q: 34 clusters Score -4.223404e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79782 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10210 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77540 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78797 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 64864 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7564 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93340 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234088.000000 Penalty: 20201.414062
Iteration 274Q: 34 clusters Score -4.223409e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 79796 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10211 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77539 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78784 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64862 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7562 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93340 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 275Q: 34 clusters Score -4.223405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79805 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10210 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77533 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78777 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64860 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7560 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93346 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234108.000000 Penalty: 20201.414062
Iteration 276Q: 34 clusters Score -4.223411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79811 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10209 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77530 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78775 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64860 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44510 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7558 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93351 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234104.000000 Penalty: 20201.414062
Iteration 277Q: 34 clusters Score -4.22341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79822 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10207 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77527 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 78773 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64858 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7558 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93352 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234108.000000 Penalty: 20201.414062
Iteration 278Q: 34 clusters Score -4.223411e+07 nChanged 49
Entering ConstructFrom: 
Score: -42234108.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Entering Unmasked Estep 
Score: -694985.312500 Penalty: 423.978455
	Iteration 0F: 2 clusters Score -694985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -687596.062500 Penalty: 847.956909
	Iteration 0F: 3 clusters Score -687596.1 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -690453.750000 Penalty: 847.956909
	Iteration 1F: 3 clusters Score -690453.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -690650.437500 Penalty: 847.956909
	Iteration 2Q: 3 clusters Score -690650.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -690914.937500 Penalty: 847.956909
	Iteration 3F: 3 clusters Score -690914.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -691322.375000 Penalty: 847.956909
	Iteration 4F: 3 clusters Score -691322.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -691811.750000 Penalty: 847.956909
	Iteration 5F: 3 clusters Score -691811.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -692399.562500 Penalty: 847.956909
	Iteration 6F: 3 clusters Score -692399.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -693048.937500 Penalty: 847.956909
	Iteration 7F: 3 clusters Score -693048.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -693719.312500 Penalty: 847.956909
	Iteration 8F: 3 clusters Score -693719.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -694202.437500 Penalty: 847.956909
	Iteration 9Q: 3 clusters Score -694202.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -694407.625000 Penalty: 847.956909
	Iteration 10Q: 3 clusters Score -694407.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -694469.437500 Penalty: 847.956909
	Iteration 11Q: 3 clusters Score -694469.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -694491.812500 Penalty: 847.956909
	Iteration 12Q: 3 clusters Score -694491.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -694508.750000 Penalty: 847.956909
	Iteration 13Q: 3 clusters Score -694508.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -694516.250000 Penalty: 847.956909
	Iteration 14Q: 3 clusters Score -694516.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -694522.750000 Penalty: 847.956909
	Iteration 15Q: 3 clusters Score -694522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -694525.625000 Penalty: 847.956909
	Iteration 16Q: 3 clusters Score -694525.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -694529.000000 Penalty: 847.956909
	Iteration 17Q: 3 clusters Score -694529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -694529.562500 Penalty: 847.956909
	Iteration 18Q: 3 clusters Score -694529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -694531.062500 Penalty: 847.956909
	Iteration 19Q: 3 clusters Score -694531.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -694532.687500 Penalty: 847.956909
	Iteration 20F: 3 clusters Score -694532.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -694531.937500 Penalty: 847.956909
	Iteration 21Q: 3 clusters Score -694531.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -694532.250000 Penalty: 847.956909
	Iteration 22Q: 3 clusters Score -694532.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -694536.625000 Penalty: 847.956909
	Iteration 23Q: 3 clusters Score -694536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -694536.125000 Penalty: 847.956909
	Iteration 24Q: 3 clusters Score -694536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -694538.250000 Penalty: 847.956909
	Iteration 25Q: 3 clusters Score -694538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -694538.125000 Penalty: 847.956909
	Iteration 26Q: 3 clusters Score -694538.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -694539.187500 Penalty: 847.956909
	Iteration 27Q: 3 clusters Score -694539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -694541.312500 Penalty: 847.956909
	Iteration 28Q: 3 clusters Score -694541.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -694542.437500 Penalty: 847.956909
	Iteration 29Q: 3 clusters Score -694542.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -694542.375000 Penalty: 847.956909
	Iteration 30Q: 3 clusters Score -694542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -694542.875000 Penalty: 847.956909
	Iteration 31Q: 3 clusters Score -694542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -694544.250000 Penalty: 847.956909
	Iteration 32Q: 3 clusters Score -694544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -694544.625000 Penalty: 847.956909
	Iteration 33Q: 3 clusters Score -694544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -694544.812500 Penalty: 847.956909
	Iteration 34Q: 3 clusters Score -694544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -694544.375000 Penalty: 847.956909
	Iteration 35Q: 3 clusters Score -694544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -694545.000000 Penalty: 847.956909
	Iteration 36Q: 3 clusters Score -694545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -694548.437500 Penalty: 847.956909
	Iteration 37Q: 3 clusters Score -694548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -694548.062500 Penalty: 847.956909
	Iteration 38Q: 3 clusters Score -694548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -694546.687500 Penalty: 847.956909
	Iteration 39Q: 3 clusters Score -694546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -694547.937500 Penalty: 847.956909
	Iteration 40F: 3 clusters Score -694547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -694547.562500 Penalty: 847.956909
	Iteration 41Q: 3 clusters Score -694547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -694546.875000 Penalty: 847.956909
	Iteration 42Q: 3 clusters Score -694546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -694546.875000 Penalty: 847.956909
	Iteration 43F: 3 clusters Score -694546.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Entering Unmasked Estep 
Score: -5040270.000000 Penalty: 513.593445
	Iteration 0F: 2 clusters Score -5040270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4987584.000000 Penalty: 1027.186890
	Iteration 0F: 3 clusters Score -4987584 nChanged 38890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -5011895.500000 Penalty: 1027.186890
	Iteration 1F: 3 clusters Score -5011896 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5013940.500000 Penalty: 1027.186890
	Iteration 2F: 3 clusters Score -5013940 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5017130.000000 Penalty: 1027.186890
	Iteration 3F: 3 clusters Score -5017130 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -5021342.500000 Penalty: 1027.186890
	Iteration 4F: 3 clusters Score -5021342 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -5025022.000000 Penalty: 1027.186890
	Iteration 5F: 3 clusters Score -5025022 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -5026589.000000 Penalty: 1027.186890
	Iteration 6Q: 3 clusters Score -5026589 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -5027030.500000 Penalty: 1027.186890
	Iteration 7Q: 3 clusters Score -5027030 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -5027274.000000 Penalty: 1027.186890
	Iteration 8Q: 3 clusters Score -5027274 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -5027507.000000 Penalty: 1027.186890
	Iteration 9Q: 3 clusters Score -5027507 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -5027854.000000 Penalty: 1027.186890
	Iteration 10Q: 3 clusters Score -5027854 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -5028121.500000 Penalty: 1027.186890
	Iteration 11Q: 3 clusters Score -5028122 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -5028539.500000 Penalty: 1027.186890
	Iteration 12Q: 3 clusters Score -5028540 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -5028929.500000 Penalty: 1027.186890
	Iteration 13Q: 3 clusters Score -5028930 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -5029364.000000 Penalty: 1027.186890
	Iteration 14Q: 3 clusters Score -5029364 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -5029887.500000 Penalty: 1027.186890
	Iteration 15Q: 3 clusters Score -5029888 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -5030481.000000 Penalty: 1027.186890
	Iteration 16Q: 3 clusters Score -5030481 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -5031164.000000 Penalty: 1027.186890
	Iteration 17Q: 3 clusters Score -5031164 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -5031888.000000 Penalty: 1027.186890
	Iteration 18Q: 3 clusters Score -5031888 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -5032596.000000 Penalty: 1027.186890
	Iteration 19Q: 3 clusters Score -5032596 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -5033316.500000 Penalty: 1027.186890
	Iteration 20F: 3 clusters Score -5033316 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -5033989.000000 Penalty: 1027.186890
	Iteration 21Q: 3 clusters Score -5033989 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -5034792.500000 Penalty: 1027.186890
	Iteration 22Q: 3 clusters Score -5034792 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -5035679.500000 Penalty: 1027.186890
	Iteration 23Q: 3 clusters Score -5035680 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -5036792.500000 Penalty: 1027.186890
	Iteration 24Q: 3 clusters Score -5036792 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -5037834.000000 Penalty: 1027.186890
	Iteration 25Q: 3 clusters Score -5037834 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -5038592.500000 Penalty: 1027.186890
	Iteration 26Q: 3 clusters Score -5038592 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -5039143.000000 Penalty: 1027.186890
	Iteration 27Q: 3 clusters Score -5039143 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -5039483.000000 Penalty: 1027.186890
	Iteration 28Q: 3 clusters Score -5039483 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -5039687.000000 Penalty: 1027.186890
	Iteration 29Q: 3 clusters Score -5039687 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -5039833.000000 Penalty: 1027.186890
	Iteration 30Q: 3 clusters Score -5039833 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -5039873.500000 Penalty: 1027.186890
	Iteration 31Q: 3 clusters Score -5039874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -5039879.000000 Penalty: 1027.186890
	Iteration 32Q: 3 clusters Score -5039879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -5039898.000000 Penalty: 1027.186890
	Iteration 33Q: 3 clusters Score -5039898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -5039895.000000 Penalty: 1027.186890
	Iteration 34Q: 3 clusters Score -5039895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -5039898.000000 Penalty: 1027.186890
	Iteration 35Q: 3 clusters Score -5039898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -5039896.000000 Penalty: 1027.186890
	Iteration 36Q: 3 clusters Score -5039896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -5039906.500000 Penalty: 1027.186890
	Iteration 37Q: 3 clusters Score -5039906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -5039907.000000 Penalty: 1027.186890
	Iteration 38Q: 3 clusters Score -5039907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -5039910.000000 Penalty: 1027.186890
	Iteration 39Q: 3 clusters Score -5039910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -5039905.000000 Penalty: 1027.186890
	Iteration 40F: 3 clusters Score -5039905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -5039903.000000 Penalty: 1027.186890
	Iteration 41Q: 3 clusters Score -5039903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -5039901.500000 Penalty: 1027.186890
	Iteration 42Q: 3 clusters Score -5039902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -5039894.500000 Penalty: 1027.186890
	Iteration 43Q: 3 clusters Score -5039894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -5039893.000000 Penalty: 1027.186890
	Iteration 44Q: 3 clusters Score -5039893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -5039892.000000 Penalty: 1027.186890
	Iteration 45Q: 3 clusters Score -5039892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -5039894.000000 Penalty: 1027.186890
	Iteration 46Q: 3 clusters Score -5039894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -5039895.500000 Penalty: 1027.186890
	Iteration 47Q: 3 clusters Score -5039896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -5039896.500000 Penalty: 1027.186890
	Iteration 48Q: 3 clusters Score -5039896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -5039896.500000 Penalty: 1027.186890
	Iteration 49F: 3 clusters Score -5039896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1742.615112 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1742.615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1767.057251 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1767.057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1784.509033 Penalty: 364.667328
	Iteration 2F: 3 clusters Score -1784.509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1793.573486 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -1793.573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1793.573486 Penalty: 364.667328
	Iteration 4F: 3 clusters Score -1793.573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -420656.156250 Penalty: 399.203064
	Iteration 0F: 2 clusters Score -420656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -416295.781250 Penalty: 798.406128
	Iteration 0F: 3 clusters Score -416295.8 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -418143.687500 Penalty: 798.406128
	Iteration 1F: 3 clusters Score -418143.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -418452.281250 Penalty: 798.406128
	Iteration 2F: 3 clusters Score -418452.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -418818.687500 Penalty: 798.406128
	Iteration 3F: 3 clusters Score -418818.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -419254.156250 Penalty: 798.406128
	Iteration 4F: 3 clusters Score -419254.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -419683.312500 Penalty: 798.406128
	Iteration 5F: 3 clusters Score -419683.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -419977.125000 Penalty: 798.406128
	Iteration 6F: 3 clusters Score -419977.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -420114.656250 Penalty: 798.406128
	Iteration 7Q: 3 clusters Score -420114.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -420176.812500 Penalty: 798.406128
	Iteration 8Q: 3 clusters Score -420176.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -420218.937500 Penalty: 798.406128
	Iteration 9Q: 3 clusters Score -420218.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -420263.250000 Penalty: 798.406128
	Iteration 10Q: 3 clusters Score -420263.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -420299.812500 Penalty: 798.406128
	Iteration 11Q: 3 clusters Score -420299.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -420324.687500 Penalty: 798.406128
	Iteration 12Q: 3 clusters Score -420324.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -420347.437500 Penalty: 798.406128
	Iteration 13Q: 3 clusters Score -420347.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -420359.468750 Penalty: 798.406128
	Iteration 14Q: 3 clusters Score -420359.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -420367.531250 Penalty: 798.406128
	Iteration 15Q: 3 clusters Score -420367.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -420374.937500 Penalty: 798.406128
	Iteration 16Q: 3 clusters Score -420374.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -420379.906250 Penalty: 798.406128
	Iteration 17Q: 3 clusters Score -420379.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -420384.687500 Penalty: 798.406128
	Iteration 18Q: 3 clusters Score -420384.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -420388.843750 Penalty: 798.406128
	Iteration 19Q: 3 clusters Score -420388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -420392.875000 Penalty: 798.406128
	Iteration 20F: 3 clusters Score -420392.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -420395.218750 Penalty: 798.406128
	Iteration 21Q: 3 clusters Score -420395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -420395.562500 Penalty: 798.406128
	Iteration 22Q: 3 clusters Score -420395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -420396.187500 Penalty: 798.406128
	Iteration 23Q: 3 clusters Score -420396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -420397.500000 Penalty: 798.406128
	Iteration 24Q: 3 clusters Score -420397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -420396.937500 Penalty: 798.406128
	Iteration 25Q: 3 clusters Score -420396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -420397.500000 Penalty: 798.406128
	Iteration 26Q: 3 clusters Score -420397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420397.062500 Penalty: 798.406128
	Iteration 27Q: 3 clusters Score -420397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -420397.187500 Penalty: 798.406128
	Iteration 28Q: 3 clusters Score -420397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -420397.187500 Penalty: 798.406128
	Iteration 29F: 3 clusters Score -420397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Entering Unmasked Estep 
Score: -650812.125000 Penalty: 419.971497
	Iteration 0F: 2 clusters Score -650812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -644066.000000 Penalty: 839.942993
	Iteration 0F: 3 clusters Score -644066 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -646712.437500 Penalty: 839.942993
	Iteration 1F: 3 clusters Score -646712.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -646864.125000 Penalty: 839.942993
	Iteration 2Q: 3 clusters Score -646864.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -647079.312500 Penalty: 839.942993
	Iteration 3Q: 3 clusters Score -647079.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -647448.125000 Penalty: 839.942993
	Iteration 4F: 3 clusters Score -647448.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -648121.687500 Penalty: 839.942993
	Iteration 5F: 3 clusters Score -648121.7 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -649037.000000 Penalty: 839.942993
	Iteration 6F: 3 clusters Score -649037 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -649852.375000 Penalty: 839.942993
	Iteration 7F: 3 clusters Score -649852.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -650251.312500 Penalty: 839.942993
	Iteration 8Q: 3 clusters Score -650251.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -650386.375000 Penalty: 839.942993
	Iteration 9Q: 3 clusters Score -650386.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -650432.812500 Penalty: 839.942993
	Iteration 10Q: 3 clusters Score -650432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -650447.812500 Penalty: 839.942993
	Iteration 11Q: 3 clusters Score -650447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -650451.312500 Penalty: 839.942993
	Iteration 12Q: 3 clusters Score -650451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -650451.312500 Penalty: 839.942993
	Iteration 13F: 3 clusters Score -650451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -182816.562500 Penalty: 367.410706
	Iteration 0F: 2 clusters Score -182816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -180615.765625 Penalty: 734.821411
	Iteration 0F: 3 clusters Score -180615.8 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -181505.515625 Penalty: 734.821411
	Iteration 1F: 3 clusters Score -181505.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -181711.093750 Penalty: 734.821411
	Iteration 2F: 3 clusters Score -181711.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -181890.828125 Penalty: 734.821411
	Iteration 3F: 3 clusters Score -181890.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -182017.390625 Penalty: 734.821411
	Iteration 4F: 3 clusters Score -182017.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -182072.093750 Penalty: 734.821411
	Iteration 5Q: 3 clusters Score -182072.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -182102.062500 Penalty: 734.821411
	Iteration 6Q: 3 clusters Score -182102.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -182129.468750 Penalty: 734.821411
	Iteration 7Q: 3 clusters Score -182129.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -182148.671875 Penalty: 734.821411
	Iteration 8Q: 3 clusters Score -182148.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -182160.843750 Penalty: 734.821411
	Iteration 9Q: 3 clusters Score -182160.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -182170.203125 Penalty: 734.821411
	Iteration 10Q: 3 clusters Score -182170.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -182175.812500 Penalty: 734.821411
	Iteration 11Q: 3 clusters Score -182175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -182179.500000 Penalty: 734.821411
	Iteration 12Q: 3 clusters Score -182179.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -182181.265625 Penalty: 734.821411
	Iteration 13Q: 3 clusters Score -182181.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -182183.687500 Penalty: 734.821411
	Iteration 14Q: 3 clusters Score -182183.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -182185.906250 Penalty: 734.821411
	Iteration 15Q: 3 clusters Score -182185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -182187.437500 Penalty: 734.821411
	Iteration 16Q: 3 clusters Score -182187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -182188.093750 Penalty: 734.821411
	Iteration 17Q: 3 clusters Score -182188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -182189.328125 Penalty: 734.821411
	Iteration 18Q: 3 clusters Score -182189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -182189.859375 Penalty: 734.821411
	Iteration 19Q: 3 clusters Score -182189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -182191.265625 Penalty: 734.821411
	Iteration 20F: 3 clusters Score -182191.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -182192.968750 Penalty: 734.821411
	Iteration 21Q: 3 clusters Score -182193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -182195.281250 Penalty: 734.821411
	Iteration 22Q: 3 clusters Score -182195.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -182199.734375 Penalty: 734.821411
	Iteration 23Q: 3 clusters Score -182199.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -182201.859375 Penalty: 734.821411
	Iteration 24Q: 3 clusters Score -182201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -182203.437500 Penalty: 734.821411
	Iteration 25Q: 3 clusters Score -182203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -182205.515625 Penalty: 734.821411
	Iteration 26Q: 3 clusters Score -182205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -182205.718750 Penalty: 734.821411
	Iteration 27Q: 3 clusters Score -182205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -182206.546875 Penalty: 734.821411
	Iteration 28Q: 3 clusters Score -182206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -182208.406250 Penalty: 734.821411
	Iteration 29Q: 3 clusters Score -182208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -182210.937500 Penalty: 734.821411
	Iteration 30Q: 3 clusters Score -182210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -182213.250000 Penalty: 734.821411
	Iteration 31Q: 3 clusters Score -182213.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -182219.453125 Penalty: 734.821411
	Iteration 32Q: 3 clusters Score -182219.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -182222.578125 Penalty: 734.821411
	Iteration 33Q: 3 clusters Score -182222.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -182225.140625 Penalty: 734.821411
	Iteration 34Q: 3 clusters Score -182225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -182227.828125 Penalty: 734.821411
	Iteration 35Q: 3 clusters Score -182227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -182231.015625 Penalty: 734.821411
	Iteration 36Q: 3 clusters Score -182231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -182231.906250 Penalty: 734.821411
	Iteration 37Q: 3 clusters Score -182231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -182234.062500 Penalty: 734.821411
	Iteration 38Q: 3 clusters Score -182234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -182237.390625 Penalty: 734.821411
	Iteration 39Q: 3 clusters Score -182237.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -182241.703125 Penalty: 734.821411
	Iteration 40F: 3 clusters Score -182241.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -182244.531250 Penalty: 734.821411
	Iteration 41Q: 3 clusters Score -182244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -182248.562500 Penalty: 734.821411
	Iteration 42Q: 3 clusters Score -182248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -182256.109375 Penalty: 734.821411
	Iteration 43Q: 3 clusters Score -182256.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -182265.062500 Penalty: 734.821411
	Iteration 44Q: 3 clusters Score -182265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -182273.281250 Penalty: 734.821411
	Iteration 45Q: 3 clusters Score -182273.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -182281.375000 Penalty: 734.821411
	Iteration 46Q: 3 clusters Score -182281.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -182289.750000 Penalty: 734.821411
	Iteration 47Q: 3 clusters Score -182289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -182297.171875 Penalty: 734.821411
	Iteration 48Q: 3 clusters Score -182297.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -182309.000000 Penalty: 734.821411
	Iteration 49Q: 3 clusters Score -182309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -182323.437500 Penalty: 734.821411
	Iteration 50Q: 3 clusters Score -182323.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -182340.453125 Penalty: 734.821411
	Iteration 51Q: 3 clusters Score -182340.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -182358.453125 Penalty: 734.821411
	Iteration 52Q: 3 clusters Score -182358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -182376.718750 Penalty: 734.821411
	Iteration 53Q: 3 clusters Score -182376.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -182394.390625 Penalty: 734.821411
	Iteration 54Q: 3 clusters Score -182394.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -182416.156250 Penalty: 734.821411
	Iteration 55Q: 3 clusters Score -182416.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -182426.906250 Penalty: 734.821411
	Iteration 56Q: 3 clusters Score -182426.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -182432.656250 Penalty: 734.821411
	Iteration 57Q: 3 clusters Score -182432.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -182434.750000 Penalty: 734.821411
	Iteration 58Q: 3 clusters Score -182434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -182435.062500 Penalty: 734.821411
	Iteration 59Q: 3 clusters Score -182435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -182435.906250 Penalty: 734.821411
	Iteration 60F: 3 clusters Score -182435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -182436.984375 Penalty: 734.821411
	Iteration 61Q: 3 clusters Score -182437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -182440.328125 Penalty: 734.821411
	Iteration 62Q: 3 clusters Score -182440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -182443.078125 Penalty: 734.821411
	Iteration 63Q: 3 clusters Score -182443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -182444.890625 Penalty: 734.821411
	Iteration 64Q: 3 clusters Score -182444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -182446.359375 Penalty: 734.821411
	Iteration 65Q: 3 clusters Score -182446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -182448.234375 Penalty: 734.821411
	Iteration 66Q: 3 clusters Score -182448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -182449.140625 Penalty: 734.821411
	Iteration 67Q: 3 clusters Score -182449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -182450.140625 Penalty: 734.821411
	Iteration 68Q: 3 clusters Score -182450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -182450.937500 Penalty: 734.821411
	Iteration 69Q: 3 clusters Score -182450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -182453.671875 Penalty: 734.821411
	Iteration 70Q: 3 clusters Score -182453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -182457.171875 Penalty: 734.821411
	Iteration 71Q: 3 clusters Score -182457.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -182460.312500 Penalty: 734.821411
	Iteration 72Q: 3 clusters Score -182460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -182463.703125 Penalty: 734.821411
	Iteration 73Q: 3 clusters Score -182463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -182465.765625 Penalty: 734.821411
	Iteration 74Q: 3 clusters Score -182465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -182466.687500 Penalty: 734.821411
	Iteration 75Q: 3 clusters Score -182466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -182467.062500 Penalty: 734.821411
	Iteration 76Q: 3 clusters Score -182467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -182468.703125 Penalty: 734.821411
	Iteration 77Q: 3 clusters Score -182468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -182470.015625 Penalty: 734.821411
	Iteration 78Q: 3 clusters Score -182470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -182470.593750 Penalty: 734.821411
	Iteration 79Q: 3 clusters Score -182470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -182471.500000 Penalty: 734.821411
	Iteration 80F: 3 clusters Score -182471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -182471.843750 Penalty: 734.821411
	Iteration 81Q: 3 clusters Score -182471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -182472.000000 Penalty: 734.821411
	Iteration 82Q: 3 clusters Score -182472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -182472.000000 Penalty: 734.821411
	Iteration 83F: 3 clusters Score -182472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -54380.195312 Penalty: 310.111633
	Iteration 0F: 2 clusters Score -54380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -53634.679688 Penalty: 620.223267
	Iteration 0F: 3 clusters Score -53634.68 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53821.011719 Penalty: 620.223267
	Iteration 1F: 3 clusters Score -53821.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53857.031250 Penalty: 620.223267
	Iteration 2F: 3 clusters Score -53857.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53895.988281 Penalty: 620.223267
	Iteration 3F: 3 clusters Score -53895.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53925.679688 Penalty: 620.223267
	Iteration 4F: 3 clusters Score -53925.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53954.843750 Penalty: 620.223267
	Iteration 5Q: 3 clusters Score -53954.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53985.164062 Penalty: 620.223267
	Iteration 6Q: 3 clusters Score -53985.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54014.574219 Penalty: 620.223267
	Iteration 7Q: 3 clusters Score -54014.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54039.585938 Penalty: 620.223267
	Iteration 8Q: 3 clusters Score -54039.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -54055.585938 Penalty: 620.223267
	Iteration 9Q: 3 clusters Score -54055.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -54073.539062 Penalty: 620.223267
	Iteration 10Q: 3 clusters Score -54073.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -54089.312500 Penalty: 620.223267
	Iteration 11Q: 3 clusters Score -54089.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -54106.574219 Penalty: 620.223267
	Iteration 12Q: 3 clusters Score -54106.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -54126.691406 Penalty: 620.223267
	Iteration 13Q: 3 clusters Score -54126.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -54132.449219 Penalty: 620.223267
	Iteration 14Q: 3 clusters Score -54132.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -54135.527344 Penalty: 620.223267
	Iteration 15Q: 3 clusters Score -54135.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54140.019531 Penalty: 620.223267
	Iteration 16Q: 3 clusters Score -54140.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -54147.046875 Penalty: 620.223267
	Iteration 17Q: 3 clusters Score -54147.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54149.582031 Penalty: 620.223267
	Iteration 18Q: 3 clusters Score -54149.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54149.582031 Penalty: 620.223267
	Iteration 19F: 3 clusters Score -54149.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4556.361816 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4556.362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4632.113281 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4632.113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4643.023926 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4643.024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4647.217773 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4647.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4648.892090 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4648.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4650.513184 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4650.513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4650.513184 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -4650.513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Entering Unmasked Estep 
Score: -4856909.500000 Penalty: 512.252869
	Iteration 0F: 2 clusters Score -4856910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4806247.000000 Penalty: 1024.505737
	Iteration 0F: 3 clusters Score -4806247 nChanged 37893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -4829725.500000 Penalty: 1024.505737
	Iteration 1F: 3 clusters Score -4829726 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -4830598.500000 Penalty: 1024.505737
	Iteration 2Q: 3 clusters Score -4830598 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -4831786.000000 Penalty: 1024.505737
	Iteration 3Q: 3 clusters Score -4831786 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -4833489.500000 Penalty: 1024.505737
	Iteration 4Q: 3 clusters Score -4833490 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -4836082.000000 Penalty: 1024.505737
	Iteration 5F: 3 clusters Score -4836082 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -4839227.000000 Penalty: 1024.505737
	Iteration 6F: 3 clusters Score -4839227 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -4842498.500000 Penalty: 1024.505737
	Iteration 7F: 3 clusters Score -4842498 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -4845208.000000 Penalty: 1024.505737
	Iteration 8F: 3 clusters Score -4845208 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -4846987.500000 Penalty: 1024.505737
	Iteration 9Q: 3 clusters Score -4846988 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -4848004.500000 Penalty: 1024.505737
	Iteration 10Q: 3 clusters Score -4848004 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -4848752.500000 Penalty: 1024.505737
	Iteration 11Q: 3 clusters Score -4848752 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -4849418.000000 Penalty: 1024.505737
	Iteration 12Q: 3 clusters Score -4849418 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -4850163.500000 Penalty: 1024.505737
	Iteration 13Q: 3 clusters Score -4850164 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -4850958.500000 Penalty: 1024.505737
	Iteration 14Q: 3 clusters Score -4850958 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -4851763.000000 Penalty: 1024.505737
	Iteration 15Q: 3 clusters Score -4851763 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -4852555.500000 Penalty: 1024.505737
	Iteration 16Q: 3 clusters Score -4852556 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -4853338.000000 Penalty: 1024.505737
	Iteration 17Q: 3 clusters Score -4853338 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -4854113.000000 Penalty: 1024.505737
	Iteration 18Q: 3 clusters Score -4854113 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -4854670.500000 Penalty: 1024.505737
	Iteration 19Q: 3 clusters Score -4854670 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -4855145.000000 Penalty: 1024.505737
	Iteration 20F: 3 clusters Score -4855145 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -4855497.000000 Penalty: 1024.505737
	Iteration 21Q: 3 clusters Score -4855497 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -4855748.000000 Penalty: 1024.505737
	Iteration 22Q: 3 clusters Score -4855748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -4855970.000000 Penalty: 1024.505737
	Iteration 23Q: 3 clusters Score -4855970 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -4856138.500000 Penalty: 1024.505737
	Iteration 24Q: 3 clusters Score -4856138 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -4856246.000000 Penalty: 1024.505737
	Iteration 25Q: 3 clusters Score -4856246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -4856331.000000 Penalty: 1024.505737
	Iteration 26Q: 3 clusters Score -4856331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -4856372.500000 Penalty: 1024.505737
	Iteration 27Q: 3 clusters Score -4856372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -4856409.000000 Penalty: 1024.505737
	Iteration 28Q: 3 clusters Score -4856409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -4856421.000000 Penalty: 1024.505737
	Iteration 29Q: 3 clusters Score -4856421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -4856434.000000 Penalty: 1024.505737
	Iteration 30Q: 3 clusters Score -4856434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -4856450.500000 Penalty: 1024.505737
	Iteration 31Q: 3 clusters Score -4856450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -4856456.500000 Penalty: 1024.505737
	Iteration 32Q: 3 clusters Score -4856456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -4856470.000000 Penalty: 1024.505737
	Iteration 33Q: 3 clusters Score -4856470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -4856473.500000 Penalty: 1024.505737
	Iteration 34Q: 3 clusters Score -4856474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -4856480.000000 Penalty: 1024.505737
	Iteration 35Q: 3 clusters Score -4856480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -4856488.500000 Penalty: 1024.505737
	Iteration 36Q: 3 clusters Score -4856488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -4856490.500000 Penalty: 1024.505737
	Iteration 37Q: 3 clusters Score -4856490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -4856492.500000 Penalty: 1024.505737
	Iteration 38Q: 3 clusters Score -4856492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -4856495.500000 Penalty: 1024.505737
	Iteration 39Q: 3 clusters Score -4856496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -4856497.000000 Penalty: 1024.505737
	Iteration 40F: 3 clusters Score -4856497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -4856502.000000 Penalty: 1024.505737
	Iteration 41Q: 3 clusters Score -4856502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -4856504.500000 Penalty: 1024.505737
	Iteration 42Q: 3 clusters Score -4856504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -4856502.000000 Penalty: 1024.505737
	Iteration 43Q: 3 clusters Score -4856502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -4856504.500000 Penalty: 1024.505737
	Iteration 44Q: 3 clusters Score -4856504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -4856508.000000 Penalty: 1024.505737
	Iteration 45Q: 3 clusters Score -4856508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -4856506.000000 Penalty: 1024.505737
	Iteration 46Q: 3 clusters Score -4856506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -4856505.000000 Penalty: 1024.505737
	Iteration 47Q: 3 clusters Score -4856505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -4856510.500000 Penalty: 1024.505737
	Iteration 48Q: 3 clusters Score -4856510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -4856513.000000 Penalty: 1024.505737
	Iteration 49Q: 3 clusters Score -4856513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -4856513.000000 Penalty: 1024.505737
	Iteration 50Q: 3 clusters Score -4856513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -4856511.500000 Penalty: 1024.505737
	Iteration 51Q: 3 clusters Score -4856512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -4856515.500000 Penalty: 1024.505737
	Iteration 52Q: 3 clusters Score -4856516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -4856515.500000 Penalty: 1024.505737
	Iteration 53F: 3 clusters Score -4856516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Entering Unmasked Estep 
Score: -317185.375000 Penalty: 387.849701
	Iteration 0F: 2 clusters Score -317185.4 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 2536 members 
Entering Unmasked Estep 
Score: -313809.968750 Penalty: 775.699402
	Iteration 0F: 3 clusters Score -313810 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -315243.406250 Penalty: 775.699402
	Iteration 1F: 3 clusters Score -315243.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -315627.500000 Penalty: 775.699402
	Iteration 2F: 3 clusters Score -315627.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -316044.312500 Penalty: 775.699402
	Iteration 3F: 3 clusters Score -316044.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -316432.062500 Penalty: 775.699402
	Iteration 4F: 3 clusters Score -316432.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -316734.687500 Penalty: 775.699402
	Iteration 5F: 3 clusters Score -316734.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -316920.343750 Penalty: 775.699402
	Iteration 6F: 3 clusters Score -316920.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -316998.750000 Penalty: 775.699402
	Iteration 7Q: 3 clusters Score -316998.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -317033.687500 Penalty: 775.699402
	Iteration 8Q: 3 clusters Score -317033.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -317066.281250 Penalty: 775.699402
	Iteration 9Q: 3 clusters Score -317066.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -317087.906250 Penalty: 775.699402
	Iteration 10Q: 3 clusters Score -317087.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -317104.875000 Penalty: 775.699402
	Iteration 11Q: 3 clusters Score -317104.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -317115.375000 Penalty: 775.699402
	Iteration 12Q: 3 clusters Score -317115.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -317121.281250 Penalty: 775.699402
	Iteration 13Q: 3 clusters Score -317121.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -317127.625000 Penalty: 775.699402
	Iteration 14Q: 3 clusters Score -317127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -317132.125000 Penalty: 775.699402
	Iteration 15Q: 3 clusters Score -317132.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -317134.781250 Penalty: 775.699402
	Iteration 16Q: 3 clusters Score -317134.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -317137.250000 Penalty: 775.699402
	Iteration 17Q: 3 clusters Score -317137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -317139.062500 Penalty: 775.699402
	Iteration 18Q: 3 clusters Score -317139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -317140.093750 Penalty: 775.699402
	Iteration 19Q: 3 clusters Score -317140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -317140.125000 Penalty: 775.699402
	Iteration 20F: 3 clusters Score -317140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -317139.906250 Penalty: 775.699402
	Iteration 21Q: 3 clusters Score -317139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -317140.562500 Penalty: 775.699402
	Iteration 22Q: 3 clusters Score -317140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -317140.343750 Penalty: 775.699402
	Iteration 23Q: 3 clusters Score -317140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -317141.218750 Penalty: 775.699402
	Iteration 24Q: 3 clusters Score -317141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -317141.218750 Penalty: 775.699402
	Iteration 25F: 3 clusters Score -317141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -63601.519531 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -63601.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -62715.578125 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -62715.58 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63054.585938 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -63054.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -63149.593750 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -63149.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63202.359375 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -63202.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63236.015625 Penalty: 639.646973
	Iteration 4Q: 3 clusters Score -63236.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -63254.187500 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -63254.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63269.085938 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -63269.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -63284.265625 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -63284.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63298.410156 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -63298.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63312.445312 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -63312.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63325.289062 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -63325.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63338.492188 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -63338.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63354.308594 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -63354.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63369.898438 Penalty: 639.646973
	Iteration 13Q: 3 clusters Score -63369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63376.800781 Penalty: 639.646973
	Iteration 14Q: 3 clusters Score -63376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63380.890625 Penalty: 639.646973
	Iteration 15Q: 3 clusters Score -63380.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63382.859375 Penalty: 639.646973
	Iteration 16Q: 3 clusters Score -63382.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63385.453125 Penalty: 639.646973
	Iteration 17Q: 3 clusters Score -63385.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63387.855469 Penalty: 639.646973
	Iteration 18Q: 3 clusters Score -63387.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63390.441406 Penalty: 639.646973
	Iteration 19Q: 3 clusters Score -63390.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63393.261719 Penalty: 639.646973
	Iteration 20F: 3 clusters Score -63393.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63397.492188 Penalty: 639.646973
	Iteration 21Q: 3 clusters Score -63397.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63405.046875 Penalty: 639.646973
	Iteration 22Q: 3 clusters Score -63405.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63408.011719 Penalty: 639.646973
	Iteration 23Q: 3 clusters Score -63408.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63410.750000 Penalty: 639.646973
	Iteration 24Q: 3 clusters Score -63410.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63414.148438 Penalty: 639.646973
	Iteration 25Q: 3 clusters Score -63414.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63417.597656 Penalty: 639.646973
	Iteration 26Q: 3 clusters Score -63417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63423.878906 Penalty: 639.646973
	Iteration 27Q: 3 clusters Score -63423.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63427.003906 Penalty: 639.646973
	Iteration 28Q: 3 clusters Score -63427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63428.449219 Penalty: 639.646973
	Iteration 29Q: 3 clusters Score -63428.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63428.886719 Penalty: 639.646973
	Iteration 30Q: 3 clusters Score -63428.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63429.792969 Penalty: 639.646973
	Iteration 31Q: 3 clusters Score -63429.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63430.257812 Penalty: 639.646973
	Iteration 32Q: 3 clusters Score -63430.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63430.453125 Penalty: 639.646973
	Iteration 33Q: 3 clusters Score -63430.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63431.179688 Penalty: 639.646973
	Iteration 34Q: 3 clusters Score -63431.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63431.921875 Penalty: 639.646973
	Iteration 35Q: 3 clusters Score -63431.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63433.785156 Penalty: 639.646973
	Iteration 36Q: 3 clusters Score -63433.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63436.101562 Penalty: 639.646973
	Iteration 37Q: 3 clusters Score -63436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63436.300781 Penalty: 639.646973
	Iteration 38Q: 3 clusters Score -63436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63436.613281 Penalty: 639.646973
	Iteration 39Q: 3 clusters Score -63436.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63437.347656 Penalty: 639.646973
	Iteration 40F: 3 clusters Score -63437.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63438.144531 Penalty: 639.646973
	Iteration 41Q: 3 clusters Score -63438.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63440.195312 Penalty: 639.646973
	Iteration 42Q: 3 clusters Score -63440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63440.843750 Penalty: 639.646973
	Iteration 43Q: 3 clusters Score -63440.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63442.320312 Penalty: 639.646973
	Iteration 44Q: 3 clusters Score -63442.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63442.386719 Penalty: 639.646973
	Iteration 45Q: 3 clusters Score -63442.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63442.906250 Penalty: 639.646973
	Iteration 46Q: 3 clusters Score -63442.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63444.550781 Penalty: 639.646973
	Iteration 47Q: 3 clusters Score -63444.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63447.660156 Penalty: 639.646973
	Iteration 48Q: 3 clusters Score -63447.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63449.183594 Penalty: 639.646973
	Iteration 49Q: 3 clusters Score -63449.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63449.769531 Penalty: 639.646973
	Iteration 50Q: 3 clusters Score -63449.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63449.769531 Penalty: 639.646973
	Iteration 51F: 3 clusters Score -63449.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -444434.531250 Penalty: 400.624084
	Iteration 0F: 2 clusters Score -444434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -439908.281250 Penalty: 801.248169
	Iteration 0F: 3 clusters Score -439908.3 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -441886.625000 Penalty: 801.248169
	Iteration 1F: 3 clusters Score -441886.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -442213.906250 Penalty: 801.248169
	Iteration 2F: 3 clusters Score -442213.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -442583.812500 Penalty: 801.248169
	Iteration 3F: 3 clusters Score -442583.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -442963.531250 Penalty: 801.248169
	Iteration 4F: 3 clusters Score -442963.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -443250.937500 Penalty: 801.248169
	Iteration 5F: 3 clusters Score -443250.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -443444.937500 Penalty: 801.248169
	Iteration 6Q: 3 clusters Score -443444.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -443578.718750 Penalty: 801.248169
	Iteration 7Q: 3 clusters Score -443578.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -443658.375000 Penalty: 801.248169
	Iteration 8Q: 3 clusters Score -443658.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -443710.312500 Penalty: 801.248169
	Iteration 9Q: 3 clusters Score -443710.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -443756.937500 Penalty: 801.248169
	Iteration 10Q: 3 clusters Score -443756.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -443794.312500 Penalty: 801.248169
	Iteration 11Q: 3 clusters Score -443794.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -443823.375000 Penalty: 801.248169
	Iteration 12Q: 3 clusters Score -443823.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -443859.875000 Penalty: 801.248169
	Iteration 13Q: 3 clusters Score -443859.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -443896.625000 Penalty: 801.248169
	Iteration 14Q: 3 clusters Score -443896.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -443928.031250 Penalty: 801.248169
	Iteration 15Q: 3 clusters Score -443928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -443942.343750 Penalty: 801.248169
	Iteration 16Q: 3 clusters Score -443942.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -443959.406250 Penalty: 801.248169
	Iteration 17Q: 3 clusters Score -443959.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -443971.531250 Penalty: 801.248169
	Iteration 18Q: 3 clusters Score -443971.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -443979.937500 Penalty: 801.248169
	Iteration 19Q: 3 clusters Score -443979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -443987.468750 Penalty: 801.248169
	Iteration 20F: 3 clusters Score -443987.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -443996.500000 Penalty: 801.248169
	Iteration 21Q: 3 clusters Score -443996.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -444006.406250 Penalty: 801.248169
	Iteration 22Q: 3 clusters Score -444006.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -444014.812500 Penalty: 801.248169
	Iteration 23Q: 3 clusters Score -444014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -444017.000000 Penalty: 801.248169
	Iteration 24Q: 3 clusters Score -444017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -444021.656250 Penalty: 801.248169
	Iteration 25Q: 3 clusters Score -444021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -444025.437500 Penalty: 801.248169
	Iteration 26Q: 3 clusters Score -444025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -444028.468750 Penalty: 801.248169
	Iteration 27Q: 3 clusters Score -444028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -444033.875000 Penalty: 801.248169
	Iteration 28Q: 3 clusters Score -444033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -444037.968750 Penalty: 801.248169
	Iteration 29Q: 3 clusters Score -444038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -444041.906250 Penalty: 801.248169
	Iteration 30Q: 3 clusters Score -444041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -444048.000000 Penalty: 801.248169
	Iteration 31Q: 3 clusters Score -444048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -444050.343750 Penalty: 801.248169
	Iteration 32Q: 3 clusters Score -444050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -444053.000000 Penalty: 801.248169
	Iteration 33Q: 3 clusters Score -444053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -444060.250000 Penalty: 801.248169
	Iteration 34Q: 3 clusters Score -444060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -444063.843750 Penalty: 801.248169
	Iteration 35Q: 3 clusters Score -444063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -444067.343750 Penalty: 801.248169
	Iteration 36Q: 3 clusters Score -444067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -444069.968750 Penalty: 801.248169
	Iteration 37Q: 3 clusters Score -444070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -444070.531250 Penalty: 801.248169
	Iteration 38Q: 3 clusters Score -444070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -444071.125000 Penalty: 801.248169
	Iteration 39Q: 3 clusters Score -444071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -444071.500000 Penalty: 801.248169
	Iteration 40F: 3 clusters Score -444071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -444073.062500 Penalty: 801.248169
	Iteration 41Q: 3 clusters Score -444073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -444073.906250 Penalty: 801.248169
	Iteration 42Q: 3 clusters Score -444073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -444074.312500 Penalty: 801.248169
	Iteration 43Q: 3 clusters Score -444074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -444075.625000 Penalty: 801.248169
	Iteration 44Q: 3 clusters Score -444075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -444077.187500 Penalty: 801.248169
	Iteration 45Q: 3 clusters Score -444077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -444078.843750 Penalty: 801.248169
	Iteration 46Q: 3 clusters Score -444078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -444078.812500 Penalty: 801.248169
	Iteration 47Q: 3 clusters Score -444078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -444080.593750 Penalty: 801.248169
	Iteration 48Q: 3 clusters Score -444080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -444082.718750 Penalty: 801.248169
	Iteration 49Q: 3 clusters Score -444082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -444083.250000 Penalty: 801.248169
	Iteration 50Q: 3 clusters Score -444083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -444083.625000 Penalty: 801.248169
	Iteration 51Q: 3 clusters Score -444083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -444083.593750 Penalty: 801.248169
	Iteration 52Q: 3 clusters Score -444083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -444084.468750 Penalty: 801.248169
	Iteration 53Q: 3 clusters Score -444084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -444085.468750 Penalty: 801.248169
	Iteration 54Q: 3 clusters Score -444085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -444085.812500 Penalty: 801.248169
	Iteration 55Q: 3 clusters Score -444085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -444085.812500 Penalty: 801.248169
	Iteration 56F: 3 clusters Score -444085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Entering Unmasked Estep 
Score: -2913133.000000 Penalty: 486.559967
	Iteration 0F: 2 clusters Score -2913133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2884200.750000 Penalty: 973.119934
	Iteration 0F: 3 clusters Score -2884201 nChanged 21384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2896932.750000 Penalty: 973.119934
	Iteration 1F: 3 clusters Score -2896933 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2897867.750000 Penalty: 973.119934
	Iteration 2Q: 3 clusters Score -2897868 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -2899566.000000 Penalty: 973.119934
	Iteration 3F: 3 clusters Score -2899566 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -2902060.250000 Penalty: 973.119934
	Iteration 4F: 3 clusters Score -2902060 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2904817.750000 Penalty: 973.119934
	Iteration 5F: 3 clusters Score -2904818 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -2906805.750000 Penalty: 973.119934
	Iteration 6F: 3 clusters Score -2906806 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -2907955.500000 Penalty: 973.119934
	Iteration 7Q: 3 clusters Score -2907956 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -2908668.500000 Penalty: 973.119934
	Iteration 8Q: 3 clusters Score -2908668 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -2909228.750000 Penalty: 973.119934
	Iteration 9Q: 3 clusters Score -2909229 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -2909573.750000 Penalty: 973.119934
	Iteration 10Q: 3 clusters Score -2909574 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -2909998.500000 Penalty: 973.119934
	Iteration 11Q: 3 clusters Score -2909998 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -2910577.500000 Penalty: 973.119934
	Iteration 12Q: 3 clusters Score -2910578 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -2911040.750000 Penalty: 973.119934
	Iteration 13Q: 3 clusters Score -2911041 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -2911577.500000 Penalty: 973.119934
	Iteration 14Q: 3 clusters Score -2911578 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -2912065.250000 Penalty: 973.119934
	Iteration 15Q: 3 clusters Score -2912065 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -2912327.000000 Penalty: 973.119934
	Iteration 16Q: 3 clusters Score -2912327 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -2912484.000000 Penalty: 973.119934
	Iteration 17Q: 3 clusters Score -2912484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -2912580.500000 Penalty: 973.119934
	Iteration 18Q: 3 clusters Score -2912580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -2912627.750000 Penalty: 973.119934
	Iteration 19Q: 3 clusters Score -2912628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -2912667.500000 Penalty: 973.119934
	Iteration 20F: 3 clusters Score -2912668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -2912678.750000 Penalty: 973.119934
	Iteration 21Q: 3 clusters Score -2912679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -2912682.250000 Penalty: 973.119934
	Iteration 22Q: 3 clusters Score -2912682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -2912690.000000 Penalty: 973.119934
	Iteration 23Q: 3 clusters Score -2912690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -2912700.250000 Penalty: 973.119934
	Iteration 24Q: 3 clusters Score -2912700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -2912706.250000 Penalty: 973.119934
	Iteration 25Q: 3 clusters Score -2912706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -2912709.750000 Penalty: 973.119934
	Iteration 26Q: 3 clusters Score -2912710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -2912710.750000 Penalty: 973.119934
	Iteration 27Q: 3 clusters Score -2912711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -2912710.750000 Penalty: 973.119934
	Iteration 28F: 3 clusters Score -2912711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Entering Unmasked Estep 
Score: -5016577.000000 Penalty: 512.981262
	Iteration 0F: 2 clusters Score -5016577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4966442.500000 Penalty: 1025.962524
	Iteration 0F: 3 clusters Score -4966442 nChanged 38421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4991369.500000 Penalty: 1025.962524
	Iteration 1F: 3 clusters Score -4991370 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4994387.500000 Penalty: 1025.962524
	Iteration 2F: 3 clusters Score -4994388 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4998852.500000 Penalty: 1025.962524
	Iteration 3F: 3 clusters Score -4998852 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5004669.000000 Penalty: 1025.962524
	Iteration 4F: 3 clusters Score -5004669 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5010394.000000 Penalty: 1025.962524
	Iteration 5F: 3 clusters Score -5010394 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5014618.000000 Penalty: 1025.962524
	Iteration 6Q: 3 clusters Score -5014618 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5015840.500000 Penalty: 1025.962524
	Iteration 7Q: 3 clusters Score -5015840 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5016105.500000 Penalty: 1025.962524
	Iteration 8Q: 3 clusters Score -5016106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5016171.500000 Penalty: 1025.962524
	Iteration 9Q: 3 clusters Score -5016172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5016229.000000 Penalty: 1025.962524
	Iteration 10Q: 3 clusters Score -5016229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5016245.000000 Penalty: 1025.962524
	Iteration 11Q: 3 clusters Score -5016245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5016245.500000 Penalty: 1025.962524
	Iteration 12Q: 3 clusters Score -5016246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5016245.500000 Penalty: 1025.962524
	Iteration 13Q: 3 clusters Score -5016246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5016254.000000 Penalty: 1025.962524
	Iteration 14Q: 3 clusters Score -5016254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5016253.000000 Penalty: 1025.962524
	Iteration 15Q: 3 clusters Score -5016253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5016259.500000 Penalty: 1025.962524
	Iteration 16Q: 3 clusters Score -5016260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5016254.000000 Penalty: 1025.962524
	Iteration 17Q: 3 clusters Score -5016254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5016258.000000 Penalty: 1025.962524
	Iteration 18Q: 3 clusters Score -5016258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5016259.500000 Penalty: 1025.962524
	Iteration 19Q: 3 clusters Score -5016260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5016255.500000 Penalty: 1025.962524
	Iteration 20F: 3 clusters Score -5016256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5016259.500000 Penalty: 1025.962524
	Iteration 21Q: 3 clusters Score -5016260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5016259.500000 Penalty: 1025.962524
	Iteration 22F: 3 clusters Score -5016260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Entering Unmasked Estep 
Score: -1969543.125000 Penalty: 469.367188
	Iteration 0F: 2 clusters Score -1969543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1949504.125000 Penalty: 938.734375
	Iteration 0F: 3 clusters Score -1949504 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1958475.500000 Penalty: 938.734375
	Iteration 1F: 3 clusters Score -1958476 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1959196.375000 Penalty: 938.734375
	Iteration 2F: 3 clusters Score -1959196 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1960173.500000 Penalty: 938.734375
	Iteration 3F: 3 clusters Score -1960174 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1961639.500000 Penalty: 938.734375
	Iteration 4F: 3 clusters Score -1961640 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1963301.000000 Penalty: 938.734375
	Iteration 5F: 3 clusters Score -1963301 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1964407.125000 Penalty: 938.734375
	Iteration 6F: 3 clusters Score -1964407 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1964930.250000 Penalty: 938.734375
	Iteration 7Q: 3 clusters Score -1964930 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1965220.625000 Penalty: 938.734375
	Iteration 8Q: 3 clusters Score -1965221 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1965424.250000 Penalty: 938.734375
	Iteration 9Q: 3 clusters Score -1965424 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1965604.625000 Penalty: 938.734375
	Iteration 10Q: 3 clusters Score -1965605 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1965763.875000 Penalty: 938.734375
	Iteration 11Q: 3 clusters Score -1965764 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1965888.500000 Penalty: 938.734375
	Iteration 12Q: 3 clusters Score -1965888 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1966010.625000 Penalty: 938.734375
	Iteration 13Q: 3 clusters Score -1966011 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1966101.125000 Penalty: 938.734375
	Iteration 14Q: 3 clusters Score -1966101 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1966174.375000 Penalty: 938.734375
	Iteration 15Q: 3 clusters Score -1966174 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1966261.500000 Penalty: 938.734375
	Iteration 16Q: 3 clusters Score -1966262 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1966333.500000 Penalty: 938.734375
	Iteration 17Q: 3 clusters Score -1966334 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1966401.000000 Penalty: 938.734375
	Iteration 18Q: 3 clusters Score -1966401 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1966453.500000 Penalty: 938.734375
	Iteration 19Q: 3 clusters Score -1966454 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1966505.625000 Penalty: 938.734375
	Iteration 20F: 3 clusters Score -1966506 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1966543.125000 Penalty: 938.734375
	Iteration 21Q: 3 clusters Score -1966543 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1966591.750000 Penalty: 938.734375
	Iteration 22Q: 3 clusters Score -1966592 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1966623.750000 Penalty: 938.734375
	Iteration 23Q: 3 clusters Score -1966624 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1966647.875000 Penalty: 938.734375
	Iteration 24Q: 3 clusters Score -1966648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1966665.500000 Penalty: 938.734375
	Iteration 25Q: 3 clusters Score -1966666 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1966680.500000 Penalty: 938.734375
	Iteration 26Q: 3 clusters Score -1966680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1966695.000000 Penalty: 938.734375
	Iteration 27Q: 3 clusters Score -1966695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1966701.250000 Penalty: 938.734375
	Iteration 28Q: 3 clusters Score -1966701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1966719.125000 Penalty: 938.734375
	Iteration 29Q: 3 clusters Score -1966719 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1966735.875000 Penalty: 938.734375
	Iteration 30Q: 3 clusters Score -1966736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1966758.250000 Penalty: 938.734375
	Iteration 31Q: 3 clusters Score -1966758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1966769.750000 Penalty: 938.734375
	Iteration 32Q: 3 clusters Score -1966770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1966776.500000 Penalty: 938.734375
	Iteration 33Q: 3 clusters Score -1966776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1966779 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1966786.625000 Penalty: 938.734375
	Iteration 35Q: 3 clusters Score -1966787 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1966801.875000 Penalty: 938.734375
	Iteration 36Q: 3 clusters Score -1966802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1966817.625000 Penalty: 938.734375
	Iteration 37Q: 3 clusters Score -1966818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1966827.500000 Penalty: 938.734375
	Iteration 38Q: 3 clusters Score -1966828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1966828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1966835.500000 Penalty: 938.734375
	Iteration 40F: 3 clusters Score -1966836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1966837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1966836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1966837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1966841.500000 Penalty: 938.734375
	Iteration 44Q: 3 clusters Score -1966842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1966845.875000 Penalty: 938.734375
	Iteration 45Q: 3 clusters Score -1966846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1966852.750000 Penalty: 938.734375
	Iteration 46Q: 3 clusters Score -1966853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1966853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1966855.625000 Penalty: 938.734375
	Iteration 48Q: 3 clusters Score -1966856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1966854.000000 Penalty: 938.734375
	Iteration 49Q: 3 clusters Score -1966854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1966858.625000 Penalty: 938.734375
	Iteration 50Q: 3 clusters Score -1966859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1966861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1966865.625000 Penalty: 938.734375
	Iteration 52Q: 3 clusters Score -1966866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1966867 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1966870.875000 Penalty: 938.734375
	Iteration 54Q: 3 clusters Score -1966871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1966875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1966868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1966870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1966868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1966872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1966872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1966877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1966883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1966878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1966880.000000 Penalty: 938.734375
	Iteration 64Q: 3 clusters Score -1966880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1966880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1966886 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1966886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1966893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1966887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1966889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1966888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1966890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1966894.000000 Penalty: 938.734375
	Iteration 73Q: 3 clusters Score -1966894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1966892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1966888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1966893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1966893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1966890.250000 Penalty: 938.734375
	Iteration 78Q: 3 clusters Score -1966890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1966890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1966890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1966895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1966891.125000 Penalty: 938.734375
	Iteration 82Q: 3 clusters Score -1966891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1966894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1966892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1966889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1966893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1966894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1966898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1966899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1966897.000000 Penalty: 938.734375
	Iteration 90Q: 3 clusters Score -1966897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1966900.750000 Penalty: 938.734375
	Iteration 91Q: 3 clusters Score -1966901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1966905.250000 Penalty: 938.734375
	Iteration 92Q: 3 clusters Score -1966905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1966900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1966899.500000 Penalty: 938.734375
	Iteration 94Q: 3 clusters Score -1966900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1966902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1966907.250000 Penalty: 938.734375
	Iteration 96Q: 3 clusters Score -1966907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1966909.500000 Penalty: 938.734375
	Iteration 97Q: 3 clusters Score -1966910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1966911.625000 Penalty: 938.734375
	Iteration 98Q: 3 clusters Score -1966912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1966908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1966905.000000 Penalty: 938.734375
	Iteration 100F: 3 clusters Score -1966905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1966906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1966912.500000 Penalty: 938.734375
	Iteration 102Q: 3 clusters Score -1966912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1966906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1966906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1966911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1966909.000000 Penalty: 938.734375
	Iteration 106Q: 3 clusters Score -1966909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1966908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1966908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1966908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1966906 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1966903.250000 Penalty: 938.734375
	Iteration 111Q: 3 clusters Score -1966903 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1966908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1966908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1966910.000000 Penalty: 938.734375
	Iteration 114Q: 3 clusters Score -1966910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1966915.625000 Penalty: 938.734375
	Iteration 115Q: 3 clusters Score -1966916 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
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Entering Unmasked Estep 
Score: -1966920.500000 Penalty: 938.734375
	Iteration 116Q: 3 clusters Score -1966920 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1966919 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1966917 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1966916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1966916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1966917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1966918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1966916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1966917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1966924.500000 Penalty: 938.734375
	Iteration 125Q: 3 clusters Score -1966924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25520 members 
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Mstep: Class 2 contains 26036 members 
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	Iteration 259Q: 3 clusters Score -1968865 nChanged 33
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	Iteration 267Q: 3 clusters Score -1968914 nChanged 48
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	Iteration 271Q: 3 clusters Score -1968936 nChanged 56
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	Iteration 273Q: 3 clusters Score -1968959 nChanged 56
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Mstep: Class 1 contains 1346 members 
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Mstep: Class 1 contains 1300 members 
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Mstep: Class 1 contains 1245 members 
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Mstep: Class 1 contains 1194 members 
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Mstep: Class 1 contains 1143 members 
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	Iteration 282Q: 3 clusters Score -1969034 nChanged 41
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Mstep: Class 1 contains 960 members 
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	Iteration 310Q: 3 clusters Score -1969104 nChanged 1
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	Iteration 311Q: 3 clusters Score -1969105 nChanged 3
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	Iteration 312Q: 3 clusters Score -1969104 nChanged 3
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	Iteration 313Q: 3 clusters Score -1969106 nChanged 3
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Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -1969108.625000 Penalty: 938.734375
	Iteration 314Q: 3 clusters Score -1969109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -1969104.750000 Penalty: 938.734375
	Iteration 315Q: 3 clusters Score -1969105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -1969106.875000 Penalty: 938.734375
	Iteration 316Q: 3 clusters Score -1969107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1969106.500000 Penalty: 938.734375
	Iteration 317Q: 3 clusters Score -1969106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1969106.500000 Penalty: 938.734375
	Iteration 318F: 3 clusters Score -1969106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Entering Unmasked Estep 
Score: -3924200.750000 Penalty: 504.136566
	Iteration 0F: 2 clusters Score -3924201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -3881733.750000 Penalty: 1008.273132
	Iteration 0F: 3 clusters Score -3881734 nChanged 31511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -3900423.000000 Penalty: 1008.273132
	Iteration 1F: 3 clusters Score -3900423 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3901206.250000 Penalty: 1008.273132
	Iteration 2Q: 3 clusters Score -3901206 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3902266.000000 Penalty: 1008.273132
	Iteration 3Q: 3 clusters Score -3902266 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -3903892.000000 Penalty: 1008.273132
	Iteration 4F: 3 clusters Score -3903892 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3906385.000000 Penalty: 1008.273132
	Iteration 5F: 3 clusters Score -3906385 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3909559.750000 Penalty: 1008.273132
	Iteration 6F: 3 clusters Score -3909560 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3912607.500000 Penalty: 1008.273132
	Iteration 7F: 3 clusters Score -3912608 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3914334.750000 Penalty: 1008.273132
	Iteration 8F: 3 clusters Score -3914335 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -3915090.500000 Penalty: 1008.273132
	Iteration 9Q: 3 clusters Score -3915090 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -3915500.500000 Penalty: 1008.273132
	Iteration 10Q: 3 clusters Score -3915500 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -3915827.000000 Penalty: 1008.273132
	Iteration 11Q: 3 clusters Score -3915827 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -3916232.000000 Penalty: 1008.273132
	Iteration 12Q: 3 clusters Score -3916232 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -3916606.750000 Penalty: 1008.273132
	Iteration 13Q: 3 clusters Score -3916607 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -3917097.250000 Penalty: 1008.273132
	Iteration 14Q: 3 clusters Score -3917097 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -3917638.000000 Penalty: 1008.273132
	Iteration 15Q: 3 clusters Score -3917638 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -3918263.000000 Penalty: 1008.273132
	Iteration 16Q: 3 clusters Score -3918263 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -3918802.750000 Penalty: 1008.273132
	Iteration 17Q: 3 clusters Score -3918803 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -3919335.000000 Penalty: 1008.273132
	Iteration 18Q: 3 clusters Score -3919335 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -3919708.500000 Penalty: 1008.273132
	Iteration 19Q: 3 clusters Score -3919708 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -3919968.500000 Penalty: 1008.273132
	Iteration 20F: 3 clusters Score -3919968 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -3920133.000000 Penalty: 1008.273132
	Iteration 21Q: 3 clusters Score -3920133 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -3920223.750000 Penalty: 1008.273132
	Iteration 22Q: 3 clusters Score -3920224 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -3920268.500000 Penalty: 1008.273132
	Iteration 23Q: 3 clusters Score -3920268 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -3920337.750000 Penalty: 1008.273132
	Iteration 24Q: 3 clusters Score -3920338 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -3920345.000000 Penalty: 1008.273132
	Iteration 25Q: 3 clusters Score -3920345 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -3920315.000000 Penalty: 1008.273132
	Iteration 26Q: 3 clusters Score -3920315 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -3920328.250000 Penalty: 1008.273132
	Iteration 27Q: 3 clusters Score -3920328 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -3920339.750000 Penalty: 1008.273132
	Iteration 28Q: 3 clusters Score -3920340 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -3920377.000000 Penalty: 1008.273132
	Iteration 29Q: 3 clusters Score -3920377 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -3920379.750000 Penalty: 1008.273132
	Iteration 30Q: 3 clusters Score -3920380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -3920402.000000 Penalty: 1008.273132
	Iteration 31Q: 3 clusters Score -3920402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -3920411.000000 Penalty: 1008.273132
	Iteration 32Q: 3 clusters Score -3920411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -3920422.750000 Penalty: 1008.273132
	Iteration 33Q: 3 clusters Score -3920423 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -3920407.750000 Penalty: 1008.273132
	Iteration 34Q: 3 clusters Score -3920408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -3920415.000000 Penalty: 1008.273132
	Iteration 35Q: 3 clusters Score -3920415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -3920405.750000 Penalty: 1008.273132
	Iteration 36Q: 3 clusters Score -3920406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -3920399.000000 Penalty: 1008.273132
	Iteration 37Q: 3 clusters Score -3920399 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -3920387.000000 Penalty: 1008.273132
	Iteration 38Q: 3 clusters Score -3920387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -3920381.250000 Penalty: 1008.273132
	Iteration 39Q: 3 clusters Score -3920381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -3920376.000000 Penalty: 1008.273132
	Iteration 40F: 3 clusters Score -3920376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -3920362.000000 Penalty: 1008.273132
	Iteration 41Q: 3 clusters Score -3920362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -3920414.000000 Penalty: 1008.273132
	Iteration 42Q: 3 clusters Score -3920414 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -3920424.500000 Penalty: 1008.273132
	Iteration 43Q: 3 clusters Score -3920424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -3920442.250000 Penalty: 1008.273132
	Iteration 44Q: 3 clusters Score -3920442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -3920475.500000 Penalty: 1008.273132
	Iteration 45Q: 3 clusters Score -3920476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -3920504.500000 Penalty: 1008.273132
	Iteration 46Q: 3 clusters Score -3920504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -3920530.000000 Penalty: 1008.273132
	Iteration 47Q: 3 clusters Score -3920530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -3920541.750000 Penalty: 1008.273132
	Iteration 48Q: 3 clusters Score -3920542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -3920562.250000 Penalty: 1008.273132
	Iteration 49Q: 3 clusters Score -3920562 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -3920580.500000 Penalty: 1008.273132
	Iteration 50Q: 3 clusters Score -3920580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -3920583.750000 Penalty: 1008.273132
	Iteration 51Q: 3 clusters Score -3920584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -3920587.750000 Penalty: 1008.273132
	Iteration 52Q: 3 clusters Score -3920588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -3920599.500000 Penalty: 1008.273132
	Iteration 53Q: 3 clusters Score -3920600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -3920631.000000 Penalty: 1008.273132
	Iteration 54Q: 3 clusters Score -3920631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -3920657.750000 Penalty: 1008.273132
	Iteration 55Q: 3 clusters Score -3920658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -3920669.500000 Penalty: 1008.273132
	Iteration 56Q: 3 clusters Score -3920670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -3920662.000000 Penalty: 1008.273132
	Iteration 57Q: 3 clusters Score -3920662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -3920668.500000 Penalty: 1008.273132
	Iteration 58Q: 3 clusters Score -3920668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -3920678.750000 Penalty: 1008.273132
	Iteration 59Q: 3 clusters Score -3920679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -3920686.000000 Penalty: 1008.273132
	Iteration 60F: 3 clusters Score -3920686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -3920705.500000 Penalty: 1008.273132
	Iteration 61Q: 3 clusters Score -3920706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -3920707.750000 Penalty: 1008.273132
	Iteration 62Q: 3 clusters Score -3920708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -3920742.250000 Penalty: 1008.273132
	Iteration 63Q: 3 clusters Score -3920742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -3920762.750000 Penalty: 1008.273132
	Iteration 64Q: 3 clusters Score -3920763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -3920769.000000 Penalty: 1008.273132
	Iteration 65Q: 3 clusters Score -3920769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -3920782.500000 Penalty: 1008.273132
	Iteration 66Q: 3 clusters Score -3920782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -3920760.500000 Penalty: 1008.273132
	Iteration 67Q: 3 clusters Score -3920760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -3920762.250000 Penalty: 1008.273132
	Iteration 68Q: 3 clusters Score -3920762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -3920770.500000 Penalty: 1008.273132
	Iteration 69Q: 3 clusters Score -3920770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -3920791.500000 Penalty: 1008.273132
	Iteration 70Q: 3 clusters Score -3920792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -3920801.000000 Penalty: 1008.273132
	Iteration 71Q: 3 clusters Score -3920801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -3920787.750000 Penalty: 1008.273132
	Iteration 72Q: 3 clusters Score -3920788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -3920801.000000 Penalty: 1008.273132
	Iteration 73Q: 3 clusters Score -3920801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -3920778.250000 Penalty: 1008.273132
	Iteration 74Q: 3 clusters Score -3920778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -3920766.500000 Penalty: 1008.273132
	Iteration 75Q: 3 clusters Score -3920766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -3920776.750000 Penalty: 1008.273132
	Iteration 76Q: 3 clusters Score -3920777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -3920776.000000 Penalty: 1008.273132
	Iteration 77Q: 3 clusters Score -3920776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -3920762.000000 Penalty: 1008.273132
	Iteration 78Q: 3 clusters Score -3920762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -3920755.000000 Penalty: 1008.273132
	Iteration 79Q: 3 clusters Score -3920755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -3920728.500000 Penalty: 1008.273132
	Iteration 80F: 3 clusters Score -3920728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -3920719.000000 Penalty: 1008.273132
	Iteration 81Q: 3 clusters Score -3920719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -3920712.000000 Penalty: 1008.273132
	Iteration 82Q: 3 clusters Score -3920712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -3920705.500000 Penalty: 1008.273132
	Iteration 83Q: 3 clusters Score -3920706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -3920700.250000 Penalty: 1008.273132
	Iteration 84Q: 3 clusters Score -3920700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -3920695.750000 Penalty: 1008.273132
	Iteration 85Q: 3 clusters Score -3920696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -3920691.250000 Penalty: 1008.273132
	Iteration 86Q: 3 clusters Score -3920691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -3920684.000000 Penalty: 1008.273132
	Iteration 87Q: 3 clusters Score -3920684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -3920672.750000 Penalty: 1008.273132
	Iteration 88Q: 3 clusters Score -3920673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -3920671.250000 Penalty: 1008.273132
	Iteration 89Q: 3 clusters Score -3920671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -3920672.250000 Penalty: 1008.273132
	Iteration 90Q: 3 clusters Score -3920672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -3920661.750000 Penalty: 1008.273132
	Iteration 91Q: 3 clusters Score -3920662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -3920667.250000 Penalty: 1008.273132
	Iteration 92Q: 3 clusters Score -3920667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -3920656.750000 Penalty: 1008.273132
	Iteration 93Q: 3 clusters Score -3920657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -3920651.000000 Penalty: 1008.273132
	Iteration 94Q: 3 clusters Score -3920651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -3920650.750000 Penalty: 1008.273132
	Iteration 95Q: 3 clusters Score -3920651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -3920648.250000 Penalty: 1008.273132
	Iteration 96Q: 3 clusters Score -3920648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -3920645.000000 Penalty: 1008.273132
	Iteration 97Q: 3 clusters Score -3920645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -3920654.750000 Penalty: 1008.273132
	Iteration 98Q: 3 clusters Score -3920655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -3920659.000000 Penalty: 1008.273132
	Iteration 99Q: 3 clusters Score -3920659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -3920658.250000 Penalty: 1008.273132
	Iteration 100F: 3 clusters Score -3920658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -3920659.250000 Penalty: 1008.273132
	Iteration 101Q: 3 clusters Score -3920659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -3920659.250000 Penalty: 1008.273132
	Iteration 102F: 3 clusters Score -3920659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -130528.945312 Penalty: 353.545166
	Iteration 0F: 2 clusters Score -130528.9 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 1192 members 
Entering Unmasked Estep 
Score: -128810.726562 Penalty: 707.090332
	Iteration 0F: 3 clusters Score -128810.7 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -129544.890625 Penalty: 707.090332
	Iteration 1F: 3 clusters Score -129544.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -129759.710938 Penalty: 707.090332
	Iteration 2F: 3 clusters Score -129759.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -129976.562500 Penalty: 707.090332
	Iteration 3F: 3 clusters Score -129976.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -130100.726562 Penalty: 707.090332
	Iteration 4F: 3 clusters Score -130100.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -130189.250000 Penalty: 707.090332
	Iteration 5F: 3 clusters Score -130189.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -130267.500000 Penalty: 707.090332
	Iteration 6Q: 3 clusters Score -130267.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -130316.562500 Penalty: 707.090332
	Iteration 7Q: 3 clusters Score -130316.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -130342.398438 Penalty: 707.090332
	Iteration 8Q: 3 clusters Score -130342.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -130356.882812 Penalty: 707.090332
	Iteration 9Q: 3 clusters Score -130356.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -130367.101562 Penalty: 707.090332
	Iteration 10Q: 3 clusters Score -130367.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -130373.562500 Penalty: 707.090332
	Iteration 11Q: 3 clusters Score -130373.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -130378.476562 Penalty: 707.090332
	Iteration 12Q: 3 clusters Score -130378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -130383.117188 Penalty: 707.090332
	Iteration 13Q: 3 clusters Score -130383.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -130387.070312 Penalty: 707.090332
	Iteration 14Q: 3 clusters Score -130387.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -130392.257812 Penalty: 707.090332
	Iteration 15Q: 3 clusters Score -130392.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -130394.914062 Penalty: 707.090332
	Iteration 16Q: 3 clusters Score -130394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -130397.046875 Penalty: 707.090332
	Iteration 17Q: 3 clusters Score -130397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -130398.695312 Penalty: 707.090332
	Iteration 18Q: 3 clusters Score -130398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -130399.734375 Penalty: 707.090332
	Iteration 19Q: 3 clusters Score -130399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -130401.007812 Penalty: 707.090332
	Iteration 20F: 3 clusters Score -130401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -130401.796875 Penalty: 707.090332
	Iteration 21Q: 3 clusters Score -130401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -130402.460938 Penalty: 707.090332
	Iteration 22Q: 3 clusters Score -130402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -130403.789062 Penalty: 707.090332
	Iteration 23Q: 3 clusters Score -130403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -130404.867188 Penalty: 707.090332
	Iteration 24Q: 3 clusters Score -130404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -130406.945312 Penalty: 707.090332
	Iteration 25Q: 3 clusters Score -130406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -130408.046875 Penalty: 707.090332
	Iteration 26Q: 3 clusters Score -130408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -130408.796875 Penalty: 707.090332
	Iteration 27Q: 3 clusters Score -130408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -130408.828125 Penalty: 707.090332
	Iteration 28Q: 3 clusters Score -130408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -130408.828125 Penalty: 707.090332
	Iteration 29F: 3 clusters Score -130408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Entering Unmasked Estep 
Score: -2926349.250000 Penalty: 487.010925
	Iteration 0F: 2 clusters Score -2926349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2898600.000000 Penalty: 974.021851
	Iteration 0F: 3 clusters Score -2898600 nChanged 21477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2911876.750000 Penalty: 974.021851
	Iteration 1F: 3 clusters Score -2911877 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2913165.500000 Penalty: 974.021851
	Iteration 2F: 3 clusters Score -2913166 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2915535.750000 Penalty: 974.021851
	Iteration 3F: 3 clusters Score -2915536 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2918585.000000 Penalty: 974.021851
	Iteration 4F: 3 clusters Score -2918585 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2920758.250000 Penalty: 974.021851
	Iteration 5F: 3 clusters Score -2920758 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2921506.000000 Penalty: 974.021851
	Iteration 6Q: 3 clusters Score -2921506 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2921817.000000 Penalty: 974.021851
	Iteration 7Q: 3 clusters Score -2921817 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2922086.250000 Penalty: 974.021851
	Iteration 8Q: 3 clusters Score -2922086 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2922361.000000 Penalty: 974.021851
	Iteration 9Q: 3 clusters Score -2922361 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2922699.750000 Penalty: 974.021851
	Iteration 10Q: 3 clusters Score -2922700 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2923047.000000 Penalty: 974.021851
	Iteration 11Q: 3 clusters Score -2923047 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2923447.500000 Penalty: 974.021851
	Iteration 12Q: 3 clusters Score -2923448 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2923883.500000 Penalty: 974.021851
	Iteration 13Q: 3 clusters Score -2923884 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2924292.250000 Penalty: 974.021851
	Iteration 14Q: 3 clusters Score -2924292 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2924672.750000 Penalty: 974.021851
	Iteration 15Q: 3 clusters Score -2924673 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2924947.000000 Penalty: 974.021851
	Iteration 16Q: 3 clusters Score -2924947 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2925209.750000 Penalty: 974.021851
	Iteration 17Q: 3 clusters Score -2925210 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2925407.750000 Penalty: 974.021851
	Iteration 18Q: 3 clusters Score -2925408 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2925555.750000 Penalty: 974.021851
	Iteration 19Q: 3 clusters Score -2925556 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2925736.000000 Penalty: 974.021851
	Iteration 20F: 3 clusters Score -2925736 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2925832.250000 Penalty: 974.021851
	Iteration 21Q: 3 clusters Score -2925832 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2925964.000000 Penalty: 974.021851
	Iteration 22Q: 3 clusters Score -2925964 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2926043.500000 Penalty: 974.021851
	Iteration 23Q: 3 clusters Score -2926044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2926056.500000 Penalty: 974.021851
	Iteration 24Q: 3 clusters Score -2926056 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2926039.750000 Penalty: 974.021851
	Iteration 25Q: 3 clusters Score -2926040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2926028.750000 Penalty: 974.021851
	Iteration 26Q: 3 clusters Score -2926029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2926039.000000 Penalty: 974.021851
	Iteration 27Q: 3 clusters Score -2926039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2926023.750000 Penalty: 974.021851
	Iteration 28Q: 3 clusters Score -2926024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2926039.250000 Penalty: 974.021851
	Iteration 29Q: 3 clusters Score -2926039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2926058.000000 Penalty: 974.021851
	Iteration 30Q: 3 clusters Score -2926058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2926066.250000 Penalty: 974.021851
	Iteration 31Q: 3 clusters Score -2926066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2926074.500000 Penalty: 974.021851
	Iteration 32Q: 3 clusters Score -2926074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2926077.250000 Penalty: 974.021851
	Iteration 33Q: 3 clusters Score -2926077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2926080.250000 Penalty: 974.021851
	Iteration 34Q: 3 clusters Score -2926080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2926077.000000 Penalty: 974.021851
	Iteration 35Q: 3 clusters Score -2926077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2926079.500000 Penalty: 974.021851
	Iteration 36Q: 3 clusters Score -2926080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2926078.500000 Penalty: 974.021851
	Iteration 37Q: 3 clusters Score -2926078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2926077.000000 Penalty: 974.021851
	Iteration 38Q: 3 clusters Score -2926077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2926077.000000 Penalty: 974.021851
	Iteration 39F: 3 clusters Score -2926077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -113234.070312 Penalty: 341.474854
	Iteration 0F: 2 clusters Score -113234.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -111916.953125 Penalty: 682.949707
	Iteration 0F: 3 clusters Score -111917 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -112281.328125 Penalty: 682.949707
	Iteration 1F: 3 clusters Score -112281.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -112335.664062 Penalty: 682.949707
	Iteration 2F: 3 clusters Score -112335.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -112375.710938 Penalty: 682.949707
	Iteration 3F: 3 clusters Score -112375.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -112404.429688 Penalty: 682.949707
	Iteration 4Q: 3 clusters Score -112404.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -112426.734375 Penalty: 682.949707
	Iteration 5Q: 3 clusters Score -112426.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -112438.781250 Penalty: 682.949707
	Iteration 6Q: 3 clusters Score -112438.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -112461.593750 Penalty: 682.949707
	Iteration 7Q: 3 clusters Score -112461.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -112494.929688 Penalty: 682.949707
	Iteration 8Q: 3 clusters Score -112494.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -112539.328125 Penalty: 682.949707
	Iteration 9Q: 3 clusters Score -112539.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -112578.703125 Penalty: 682.949707
	Iteration 10Q: 3 clusters Score -112578.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -112602.421875 Penalty: 682.949707
	Iteration 11Q: 3 clusters Score -112602.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -112627.992188 Penalty: 682.949707
	Iteration 12Q: 3 clusters Score -112628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -112660.804688 Penalty: 682.949707
	Iteration 13Q: 3 clusters Score -112660.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -112685.359375 Penalty: 682.949707
	Iteration 14Q: 3 clusters Score -112685.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -112708.804688 Penalty: 682.949707
	Iteration 15Q: 3 clusters Score -112708.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -112727.226562 Penalty: 682.949707
	Iteration 16Q: 3 clusters Score -112727.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -112742.710938 Penalty: 682.949707
	Iteration 17Q: 3 clusters Score -112742.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -112753.007812 Penalty: 682.949707
	Iteration 18Q: 3 clusters Score -112753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -112759.929688 Penalty: 682.949707
	Iteration 19Q: 3 clusters Score -112759.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -112764.773438 Penalty: 682.949707
	Iteration 20F: 3 clusters Score -112764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -112767.414062 Penalty: 682.949707
	Iteration 21Q: 3 clusters Score -112767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -112769.796875 Penalty: 682.949707
	Iteration 22Q: 3 clusters Score -112769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -112771.296875 Penalty: 682.949707
	Iteration 23Q: 3 clusters Score -112771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -112773.101562 Penalty: 682.949707
	Iteration 24Q: 3 clusters Score -112773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -112774.195312 Penalty: 682.949707
	Iteration 25Q: 3 clusters Score -112774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -112775.023438 Penalty: 682.949707
	Iteration 26Q: 3 clusters Score -112775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -112777.437500 Penalty: 682.949707
	Iteration 27Q: 3 clusters Score -112777.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -112782.414062 Penalty: 682.949707
	Iteration 28Q: 3 clusters Score -112782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -112786.781250 Penalty: 682.949707
	Iteration 29Q: 3 clusters Score -112786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -112793.695312 Penalty: 682.949707
	Iteration 30Q: 3 clusters Score -112793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -112799.117188 Penalty: 682.949707
	Iteration 31Q: 3 clusters Score -112799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -112802.046875 Penalty: 682.949707
	Iteration 32Q: 3 clusters Score -112802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -112804.718750 Penalty: 682.949707
	Iteration 33Q: 3 clusters Score -112804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -112807.968750 Penalty: 682.949707
	Iteration 34Q: 3 clusters Score -112808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -112811.914062 Penalty: 682.949707
	Iteration 35Q: 3 clusters Score -112811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -112815.804688 Penalty: 682.949707
	Iteration 36Q: 3 clusters Score -112815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -112819.007812 Penalty: 682.949707
	Iteration 37Q: 3 clusters Score -112819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -112821.859375 Penalty: 682.949707
	Iteration 38Q: 3 clusters Score -112821.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -112827.453125 Penalty: 682.949707
	Iteration 39Q: 3 clusters Score -112827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -112833.585938 Penalty: 682.949707
	Iteration 40F: 3 clusters Score -112833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -112837.687500 Penalty: 682.949707
	Iteration 41Q: 3 clusters Score -112837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -112841.445312 Penalty: 682.949707
	Iteration 42Q: 3 clusters Score -112841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -112851.734375 Penalty: 682.949707
	Iteration 43Q: 3 clusters Score -112851.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -112861.718750 Penalty: 682.949707
	Iteration 44Q: 3 clusters Score -112861.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -112868.929688 Penalty: 682.949707
	Iteration 45Q: 3 clusters Score -112868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -112872.515625 Penalty: 682.949707
	Iteration 46Q: 3 clusters Score -112872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -112873.359375 Penalty: 682.949707
	Iteration 47Q: 3 clusters Score -112873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -112873.953125 Penalty: 682.949707
	Iteration 48Q: 3 clusters Score -112874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -112874.281250 Penalty: 682.949707
	Iteration 49Q: 3 clusters Score -112874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -112874.304688 Penalty: 682.949707
	Iteration 50Q: 3 clusters Score -112874.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -112874.304688 Penalty: 682.949707
	Iteration 51F: 3 clusters Score -112874.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Entering Unmasked Estep 
Score: -1056138.500000 Penalty: 440.492615
	Iteration 0F: 2 clusters Score -1056138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1045397.875000 Penalty: 880.985229
	Iteration 0F: 3 clusters Score -1045398 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1049629.375000 Penalty: 880.985229
	Iteration 1F: 3 clusters Score -1049629 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1049885.125000 Penalty: 880.985229
	Iteration 2Q: 3 clusters Score -1049885 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1050159.750000 Penalty: 880.985229
	Iteration 3Q: 3 clusters Score -1050160 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1050516.000000 Penalty: 880.985229
	Iteration 4F: 3 clusters Score -1050516 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1051083.125000 Penalty: 880.985229
	Iteration 5F: 3 clusters Score -1051083 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1052073.000000 Penalty: 880.985229
	Iteration 6F: 3 clusters Score -1052073 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1053351.000000 Penalty: 880.985229
	Iteration 7F: 3 clusters Score -1053351 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1054574.125000 Penalty: 880.985229
	Iteration 8F: 3 clusters Score -1054574 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1055312.750000 Penalty: 880.985229
	Iteration 9Q: 3 clusters Score -1055313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1055583.125000 Penalty: 880.985229
	Iteration 10Q: 3 clusters Score -1055583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1055688.625000 Penalty: 880.985229
	Iteration 11Q: 3 clusters Score -1055689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1055730.375000 Penalty: 880.985229
	Iteration 12Q: 3 clusters Score -1055730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1055741.750000 Penalty: 880.985229
	Iteration 13Q: 3 clusters Score -1055742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1055744.375000 Penalty: 880.985229
	Iteration 14Q: 3 clusters Score -1055744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1055745.000000 Penalty: 880.985229
	Iteration 15Q: 3 clusters Score -1055745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1055745.000000 Penalty: 880.985229
	Iteration 16F: 3 clusters Score -1055745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47057.320312 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47057.32 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47478.867188 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47478.87 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47575.691406 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47575.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47623.621094 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47623.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47645.171875 Penalty: 622.781250
	Iteration 4Q: 3 clusters Score -47645.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47654.039062 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47654.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47659.609375 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47659.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47664.042969 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47664.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47665.761719 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47665.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47668.054688 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47668.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47668.289062 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47668.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47668.289062 Penalty: 622.781250
	Iteration 11F: 3 clusters Score -47668.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Entering Unmasked Estep 
Score: -453520.843750 Penalty: 406.337494
	Iteration 0F: 2 clusters Score -453520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -448435.562500 Penalty: 812.674988
	Iteration 0F: 3 clusters Score -448435.6 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -450511.437500 Penalty: 812.674988
	Iteration 1F: 3 clusters Score -450511.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -450733.875000 Penalty: 812.674988
	Iteration 2F: 3 clusters Score -450733.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -450973.250000 Penalty: 812.674988
	Iteration 3F: 3 clusters Score -450973.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -451202.656250 Penalty: 812.674988
	Iteration 4F: 3 clusters Score -451202.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -451440.875000 Penalty: 812.674988
	Iteration 5F: 3 clusters Score -451440.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -451662.625000 Penalty: 812.674988
	Iteration 6Q: 3 clusters Score -451662.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -451864.468750 Penalty: 812.674988
	Iteration 7Q: 3 clusters Score -451864.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -452003.437500 Penalty: 812.674988
	Iteration 8Q: 3 clusters Score -452003.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -452093.968750 Penalty: 812.674988
	Iteration 9Q: 3 clusters Score -452094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -452135.781250 Penalty: 812.674988
	Iteration 10Q: 3 clusters Score -452135.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -452156.937500 Penalty: 812.674988
	Iteration 11Q: 3 clusters Score -452156.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -452171.593750 Penalty: 812.674988
	Iteration 12Q: 3 clusters Score -452171.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -452184.531250 Penalty: 812.674988
	Iteration 13Q: 3 clusters Score -452184.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -452200.906250 Penalty: 812.674988
	Iteration 14Q: 3 clusters Score -452200.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -452217.937500 Penalty: 812.674988
	Iteration 15Q: 3 clusters Score -452217.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -452229.093750 Penalty: 812.674988
	Iteration 16Q: 3 clusters Score -452229.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -452241.187500 Penalty: 812.674988
	Iteration 17Q: 3 clusters Score -452241.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -452252.562500 Penalty: 812.674988
	Iteration 18Q: 3 clusters Score -452252.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -452264.468750 Penalty: 812.674988
	Iteration 19Q: 3 clusters Score -452264.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -452277.312500 Penalty: 812.674988
	Iteration 20F: 3 clusters Score -452277.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -452291.625000 Penalty: 812.674988
	Iteration 21Q: 3 clusters Score -452291.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -452305.718750 Penalty: 812.674988
	Iteration 22Q: 3 clusters Score -452305.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -452320.906250 Penalty: 812.674988
	Iteration 23Q: 3 clusters Score -452320.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -452339.843750 Penalty: 812.674988
	Iteration 24Q: 3 clusters Score -452339.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -452353.750000 Penalty: 812.674988
	Iteration 25Q: 3 clusters Score -452353.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -452367.343750 Penalty: 812.674988
	Iteration 26Q: 3 clusters Score -452367.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -452386.906250 Penalty: 812.674988
	Iteration 27Q: 3 clusters Score -452386.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -452406.218750 Penalty: 812.674988
	Iteration 28Q: 3 clusters Score -452406.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -452428.656250 Penalty: 812.674988
	Iteration 29Q: 3 clusters Score -452428.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -452451.937500 Penalty: 812.674988
	Iteration 30Q: 3 clusters Score -452451.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -452480.343750 Penalty: 812.674988
	Iteration 31Q: 3 clusters Score -452480.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -452501.843750 Penalty: 812.674988
	Iteration 32Q: 3 clusters Score -452501.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -452523.593750 Penalty: 812.674988
	Iteration 33Q: 3 clusters Score -452523.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -452544.781250 Penalty: 812.674988
	Iteration 34Q: 3 clusters Score -452544.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -452570.281250 Penalty: 812.674988
	Iteration 35Q: 3 clusters Score -452570.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -452595.718750 Penalty: 812.674988
	Iteration 36Q: 3 clusters Score -452595.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -452622.562500 Penalty: 812.674988
	Iteration 37Q: 3 clusters Score -452622.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -452649.156250 Penalty: 812.674988
	Iteration 38Q: 3 clusters Score -452649.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -452677.968750 Penalty: 812.674988
	Iteration 39Q: 3 clusters Score -452678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -452712.906250 Penalty: 812.674988
	Iteration 40F: 3 clusters Score -452712.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -452754.093750 Penalty: 812.674988
	Iteration 41Q: 3 clusters Score -452754.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -452786.375000 Penalty: 812.674988
	Iteration 42Q: 3 clusters Score -452786.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -452828.218750 Penalty: 812.674988
	Iteration 43Q: 3 clusters Score -452828.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -452885.250000 Penalty: 812.674988
	Iteration 44Q: 3 clusters Score -452885.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -452947.437500 Penalty: 812.674988
	Iteration 45Q: 3 clusters Score -452947.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -452999.687500 Penalty: 812.674988
	Iteration 46Q: 3 clusters Score -452999.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -453041.656250 Penalty: 812.674988
	Iteration 47Q: 3 clusters Score -453041.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -453074.843750 Penalty: 812.674988
	Iteration 48Q: 3 clusters Score -453074.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -453104.687500 Penalty: 812.674988
	Iteration 49Q: 3 clusters Score -453104.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -453132.718750 Penalty: 812.674988
	Iteration 50Q: 3 clusters Score -453132.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -453148.531250 Penalty: 812.674988
	Iteration 51Q: 3 clusters Score -453148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -453156.437500 Penalty: 812.674988
	Iteration 52Q: 3 clusters Score -453156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -453160.218750 Penalty: 812.674988
	Iteration 53Q: 3 clusters Score -453160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -453163.343750 Penalty: 812.674988
	Iteration 54Q: 3 clusters Score -453163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -453165.906250 Penalty: 812.674988
	Iteration 55Q: 3 clusters Score -453165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -453167.812500 Penalty: 812.674988
	Iteration 56Q: 3 clusters Score -453167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -453169.031250 Penalty: 812.674988
	Iteration 57Q: 3 clusters Score -453169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -453169.781250 Penalty: 812.674988
	Iteration 58Q: 3 clusters Score -453169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -453170.437500 Penalty: 812.674988
	Iteration 59Q: 3 clusters Score -453170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -453173.375000 Penalty: 812.674988
	Iteration 60F: 3 clusters Score -453173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -453178.562500 Penalty: 812.674988
	Iteration 61Q: 3 clusters Score -453178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -453179.375000 Penalty: 812.674988
	Iteration 62Q: 3 clusters Score -453179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -453180.218750 Penalty: 812.674988
	Iteration 63Q: 3 clusters Score -453180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -453180.718750 Penalty: 812.674988
	Iteration 64Q: 3 clusters Score -453180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -453182.375000 Penalty: 812.674988
	Iteration 65Q: 3 clusters Score -453182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -453185.906250 Penalty: 812.674988
	Iteration 66Q: 3 clusters Score -453185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -453186.562500 Penalty: 812.674988
	Iteration 67Q: 3 clusters Score -453186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -453186.562500 Penalty: 812.674988
	Iteration 68F: 3 clusters Score -453186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -58860.964844 Penalty: 310.310760
	Iteration 0F: 2 clusters Score -58860.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58113.890625 Penalty: 620.621521
	Iteration 0F: 3 clusters Score -58113.89 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58356.429688 Penalty: 620.621521
	Iteration 1F: 3 clusters Score -58356.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58423.425781 Penalty: 620.621521
	Iteration 2F: 3 clusters Score -58423.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58481.660156 Penalty: 620.621521
	Iteration 3F: 3 clusters Score -58481.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58528.253906 Penalty: 620.621521
	Iteration 4Q: 3 clusters Score -58528.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58563.929688 Penalty: 620.621521
	Iteration 5Q: 3 clusters Score -58563.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -58599.718750 Penalty: 620.621521
	Iteration 6Q: 3 clusters Score -58599.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58645.074219 Penalty: 620.621521
	Iteration 7Q: 3 clusters Score -58645.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58687.832031 Penalty: 620.621521
	Iteration 8Q: 3 clusters Score -58687.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58727.425781 Penalty: 620.621521
	Iteration 9Q: 3 clusters Score -58727.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58741.515625 Penalty: 620.621521
	Iteration 10Q: 3 clusters Score -58741.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58752.015625 Penalty: 620.621521
	Iteration 11Q: 3 clusters Score -58752.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58753.570312 Penalty: 620.621521
	Iteration 12Q: 3 clusters Score -58753.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58754.714844 Penalty: 620.621521
	Iteration 13Q: 3 clusters Score -58754.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58754.714844 Penalty: 620.621521
	Iteration 14F: 3 clusters Score -58754.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -569660.375000 Penalty: 412.671265
	Iteration 0F: 2 clusters Score -569660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -563875.312500 Penalty: 825.342529
	Iteration 0F: 3 clusters Score -563875.3 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -566127.000000 Penalty: 825.342529
	Iteration 1F: 3 clusters Score -566127 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -566482.187500 Penalty: 825.342529
	Iteration 2F: 3 clusters Score -566482.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -566975.000000 Penalty: 825.342529
	Iteration 3F: 3 clusters Score -566975 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -567541.375000 Penalty: 825.342529
	Iteration 4F: 3 clusters Score -567541.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -568110.500000 Penalty: 825.342529
	Iteration 5F: 3 clusters Score -568110.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -568573.812500 Penalty: 825.342529
	Iteration 6F: 3 clusters Score -568573.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -568826.062500 Penalty: 825.342529
	Iteration 7Q: 3 clusters Score -568826.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -568959.937500 Penalty: 825.342529
	Iteration 8Q: 3 clusters Score -568959.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -569045.000000 Penalty: 825.342529
	Iteration 9Q: 3 clusters Score -569045 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -569118.125000 Penalty: 825.342529
	Iteration 10Q: 3 clusters Score -569118.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -569173.250000 Penalty: 825.342529
	Iteration 11Q: 3 clusters Score -569173.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -569227.187500 Penalty: 825.342529
	Iteration 12Q: 3 clusters Score -569227.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -569270.000000 Penalty: 825.342529
	Iteration 13Q: 3 clusters Score -569270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -569306.562500 Penalty: 825.342529
	Iteration 14Q: 3 clusters Score -569306.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -569331.875000 Penalty: 825.342529
	Iteration 15Q: 3 clusters Score -569331.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -569348.125000 Penalty: 825.342529
	Iteration 16Q: 3 clusters Score -569348.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -569358.187500 Penalty: 825.342529
	Iteration 17Q: 3 clusters Score -569358.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -569364.375000 Penalty: 825.342529
	Iteration 18Q: 3 clusters Score -569364.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -569369.625000 Penalty: 825.342529
	Iteration 19Q: 3 clusters Score -569369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -569371.062500 Penalty: 825.342529
	Iteration 20F: 3 clusters Score -569371.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -569374.937500 Penalty: 825.342529
	Iteration 21Q: 3 clusters Score -569374.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -569377.625000 Penalty: 825.342529
	Iteration 22Q: 3 clusters Score -569377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -569381.687500 Penalty: 825.342529
	Iteration 23Q: 3 clusters Score -569381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -569382.812500 Penalty: 825.342529
	Iteration 24Q: 3 clusters Score -569382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -569383.500000 Penalty: 825.342529
	Iteration 25Q: 3 clusters Score -569383.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -569385.000000 Penalty: 825.342529
	Iteration 26Q: 3 clusters Score -569385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -569387.375000 Penalty: 825.342529
	Iteration 27Q: 3 clusters Score -569387.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -569389.437500 Penalty: 825.342529
	Iteration 28Q: 3 clusters Score -569389.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -569391.000000 Penalty: 825.342529
	Iteration 29Q: 3 clusters Score -569391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -569393.187500 Penalty: 825.342529
	Iteration 30Q: 3 clusters Score -569393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -569395.375000 Penalty: 825.342529
	Iteration 31Q: 3 clusters Score -569395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -569396.000000 Penalty: 825.342529
	Iteration 32Q: 3 clusters Score -569396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -569397.187500 Penalty: 825.342529
	Iteration 33Q: 3 clusters Score -569397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -569398.687500 Penalty: 825.342529
	Iteration 34Q: 3 clusters Score -569398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -569399.250000 Penalty: 825.342529
	Iteration 35Q: 3 clusters Score -569399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -569399.000000 Penalty: 825.342529
	Iteration 36Q: 3 clusters Score -569399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -569399.000000 Penalty: 825.342529
	Iteration 37F: 3 clusters Score -569399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -347563.093750 Penalty: 394.652618
	Iteration 0F: 2 clusters Score -347563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -343638.406250 Penalty: 789.305237
	Iteration 0F: 3 clusters Score -343638.4 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -345065.312500 Penalty: 789.305237
	Iteration 1F: 3 clusters Score -345065.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -345191.250000 Penalty: 789.305237
	Iteration 2F: 3 clusters Score -345191.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -345353.781250 Penalty: 789.305237
	Iteration 3F: 3 clusters Score -345353.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -345559.750000 Penalty: 789.305237
	Iteration 4F: 3 clusters Score -345559.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -345872.281250 Penalty: 789.305237
	Iteration 5F: 3 clusters Score -345872.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -346235.000000 Penalty: 789.305237
	Iteration 6F: 3 clusters Score -346235 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -346535.875000 Penalty: 789.305237
	Iteration 7F: 3 clusters Score -346535.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -346805.562500 Penalty: 789.305237
	Iteration 8Q: 3 clusters Score -346805.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -346986.250000 Penalty: 789.305237
	Iteration 9Q: 3 clusters Score -346986.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -347096.500000 Penalty: 789.305237
	Iteration 10Q: 3 clusters Score -347096.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -347175.156250 Penalty: 789.305237
	Iteration 11Q: 3 clusters Score -347175.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -347211.906250 Penalty: 789.305237
	Iteration 12Q: 3 clusters Score -347211.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -347229.437500 Penalty: 789.305237
	Iteration 13Q: 3 clusters Score -347229.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -347244.031250 Penalty: 789.305237
	Iteration 14Q: 3 clusters Score -347244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -347259.937500 Penalty: 789.305237
	Iteration 15Q: 3 clusters Score -347259.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -347265.875000 Penalty: 789.305237
	Iteration 16Q: 3 clusters Score -347265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -347268.718750 Penalty: 789.305237
	Iteration 17Q: 3 clusters Score -347268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -347271.468750 Penalty: 789.305237
	Iteration 18Q: 3 clusters Score -347271.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -347273.656250 Penalty: 789.305237
	Iteration 19Q: 3 clusters Score -347273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -347274.562500 Penalty: 789.305237
	Iteration 20F: 3 clusters Score -347274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -347275.562500 Penalty: 789.305237
	Iteration 21Q: 3 clusters Score -347275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -347276.281250 Penalty: 789.305237
	Iteration 22Q: 3 clusters Score -347276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -347276.281250 Penalty: 789.305237
	Iteration 23F: 3 clusters Score -347276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Entering Unmasked Estep 
Score: -5805989.500000 Penalty: 520.708069
	Iteration 0F: 2 clusters Score -5805990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -5752624.500000 Penalty: 1041.416138
	Iteration 0F: 3 clusters Score -5752624 nChanged 45612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5780071.000000 Penalty: 1041.416138
	Iteration 1F: 3 clusters Score -5780071 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -5782241.500000 Penalty: 1041.416138
	Iteration 2F: 3 clusters Score -5782242 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5785998.000000 Penalty: 1041.416138
	Iteration 3F: 3 clusters Score -5785998 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5791977.500000 Penalty: 1041.416138
	Iteration 4F: 3 clusters Score -5791978 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5797110.000000 Penalty: 1041.416138
	Iteration 5F: 3 clusters Score -5797110 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5798916.500000 Penalty: 1041.416138
	Iteration 6F: 3 clusters Score -5798916 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5799255.000000 Penalty: 1041.416138
	Iteration 7Q: 3 clusters Score -5799255 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5799399.000000 Penalty: 1041.416138
	Iteration 8Q: 3 clusters Score -5799399 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -5799467.500000 Penalty: 1041.416138
	Iteration 9Q: 3 clusters Score -5799468 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -5799523.000000 Penalty: 1041.416138
	Iteration 10Q: 3 clusters Score -5799523 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5799564.000000 Penalty: 1041.416138
	Iteration 11Q: 3 clusters Score -5799564 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5799667.000000 Penalty: 1041.416138
	Iteration 12Q: 3 clusters Score -5799667 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5799713.000000 Penalty: 1041.416138
	Iteration 13Q: 3 clusters Score -5799713 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5799774.500000 Penalty: 1041.416138
	Iteration 14Q: 3 clusters Score -5799774 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5799882.000000 Penalty: 1041.416138
	Iteration 15Q: 3 clusters Score -5799882 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -5799974.500000 Penalty: 1041.416138
	Iteration 16Q: 3 clusters Score -5799974 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5800020.500000 Penalty: 1041.416138
	Iteration 17Q: 3 clusters Score -5800020 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5800137.000000 Penalty: 1041.416138
	Iteration 18Q: 3 clusters Score -5800137 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5800198.500000 Penalty: 1041.416138
	Iteration 19Q: 3 clusters Score -5800198 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -5800284.000000 Penalty: 1041.416138
	Iteration 20F: 3 clusters Score -5800284 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5800361.000000 Penalty: 1041.416138
	Iteration 21Q: 3 clusters Score -5800361 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5800510.500000 Penalty: 1041.416138
	Iteration 22Q: 3 clusters Score -5800510 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5800617.000000 Penalty: 1041.416138
	Iteration 23Q: 3 clusters Score -5800617 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -5800788.000000 Penalty: 1041.416138
	Iteration 24Q: 3 clusters Score -5800788 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5801006.500000 Penalty: 1041.416138
	Iteration 25Q: 3 clusters Score -5801006 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5801199.000000 Penalty: 1041.416138
	Iteration 26Q: 3 clusters Score -5801199 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5801401.500000 Penalty: 1041.416138
	Iteration 27Q: 3 clusters Score -5801402 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5801669.000000 Penalty: 1041.416138
	Iteration 28Q: 3 clusters Score -5801669 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5802031.500000 Penalty: 1041.416138
	Iteration 29Q: 3 clusters Score -5802032 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -5802360.500000 Penalty: 1041.416138
	Iteration 30Q: 3 clusters Score -5802360 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -5802687.000000 Penalty: 1041.416138
	Iteration 31Q: 3 clusters Score -5802687 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -5803103.000000 Penalty: 1041.416138
	Iteration 32Q: 3 clusters Score -5803103 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5803452.500000 Penalty: 1041.416138
	Iteration 33Q: 3 clusters Score -5803452 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5803764.000000 Penalty: 1041.416138
	Iteration 34Q: 3 clusters Score -5803764 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5804041.500000 Penalty: 1041.416138
	Iteration 35Q: 3 clusters Score -5804042 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5804282.500000 Penalty: 1041.416138
	Iteration 36Q: 3 clusters Score -5804282 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5804513.500000 Penalty: 1041.416138
	Iteration 37Q: 3 clusters Score -5804514 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5804668.000000 Penalty: 1041.416138
	Iteration 38Q: 3 clusters Score -5804668 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5804819.000000 Penalty: 1041.416138
	Iteration 39Q: 3 clusters Score -5804819 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -5804925.500000 Penalty: 1041.416138
	Iteration 40F: 3 clusters Score -5804926 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5804996.500000 Penalty: 1041.416138
	Iteration 41Q: 3 clusters Score -5804996 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5805107.000000 Penalty: 1041.416138
	Iteration 42Q: 3 clusters Score -5805107 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -5805147.500000 Penalty: 1041.416138
	Iteration 43Q: 3 clusters Score -5805148 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5805210.500000 Penalty: 1041.416138
	Iteration 44Q: 3 clusters Score -5805210 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5805268.500000 Penalty: 1041.416138
	Iteration 45Q: 3 clusters Score -5805268 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -5805289.500000 Penalty: 1041.416138
	Iteration 46Q: 3 clusters Score -5805290 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5805328.000000 Penalty: 1041.416138
	Iteration 47Q: 3 clusters Score -5805328 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5805369.500000 Penalty: 1041.416138
	Iteration 48Q: 3 clusters Score -5805370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5805412.000000 Penalty: 1041.416138
	Iteration 49Q: 3 clusters Score -5805412 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5805447.000000 Penalty: 1041.416138
	Iteration 50Q: 3 clusters Score -5805447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -5805471.000000 Penalty: 1041.416138
	Iteration 51Q: 3 clusters Score -5805471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5805479.000000 Penalty: 1041.416138
	Iteration 52Q: 3 clusters Score -5805479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5805467.500000 Penalty: 1041.416138
	Iteration 53Q: 3 clusters Score -5805468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5805480.000000 Penalty: 1041.416138
	Iteration 54Q: 3 clusters Score -5805480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5805457.500000 Penalty: 1041.416138
	Iteration 55Q: 3 clusters Score -5805458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5805478.000000 Penalty: 1041.416138
	Iteration 56Q: 3 clusters Score -5805478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5805491.000000 Penalty: 1041.416138
	Iteration 57Q: 3 clusters Score -5805491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5805498.000000 Penalty: 1041.416138
	Iteration 58Q: 3 clusters Score -5805498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5805488.000000 Penalty: 1041.416138
	Iteration 59Q: 3 clusters Score -5805488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5805484.500000 Penalty: 1041.416138
	Iteration 60F: 3 clusters Score -5805484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -5805509.500000 Penalty: 1041.416138
	Iteration 61Q: 3 clusters Score -5805510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5805515.000000 Penalty: 1041.416138
	Iteration 62Q: 3 clusters Score -5805515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5805515.000000 Penalty: 1041.416138
	Iteration 63Q: 3 clusters Score -5805515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5805515.000000 Penalty: 1041.416138
	Iteration 64Q: 3 clusters Score -5805515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -5805516.500000 Penalty: 1041.416138
	Iteration 65Q: 3 clusters Score -5805516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5805514.500000 Penalty: 1041.416138
	Iteration 66Q: 3 clusters Score -5805514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5805516.000000 Penalty: 1041.416138
	Iteration 67Q: 3 clusters Score -5805516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5805511.000000 Penalty: 1041.416138
	Iteration 68Q: 3 clusters Score -5805511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5805509.500000 Penalty: 1041.416138
	Iteration 69Q: 3 clusters Score -5805510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -5805498.000000 Penalty: 1041.416138
	Iteration 70Q: 3 clusters Score -5805498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5805490.500000 Penalty: 1041.416138
	Iteration 71Q: 3 clusters Score -5805490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5805496.500000 Penalty: 1041.416138
	Iteration 72Q: 3 clusters Score -5805496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5805494.500000 Penalty: 1041.416138
	Iteration 73Q: 3 clusters Score -5805494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -5805494.000000 Penalty: 1041.416138
	Iteration 74Q: 3 clusters Score -5805494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5805498.500000 Penalty: 1041.416138
	Iteration 75Q: 3 clusters Score -5805498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -5805496.000000 Penalty: 1041.416138
	Iteration 76Q: 3 clusters Score -5805496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5805498.500000 Penalty: 1041.416138
	Iteration 77Q: 3 clusters Score -5805498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -5805496.500000 Penalty: 1041.416138
	Iteration 78Q: 3 clusters Score -5805496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5805505.000000 Penalty: 1041.416138
	Iteration 79Q: 3 clusters Score -5805505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5805501.000000 Penalty: 1041.416138
	Iteration 80F: 3 clusters Score -5805501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5805494.000000 Penalty: 1041.416138
	Iteration 81Q: 3 clusters Score -5805494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5805499.500000 Penalty: 1041.416138
	Iteration 82Q: 3 clusters Score -5805500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5805500.500000 Penalty: 1041.416138
	Iteration 83Q: 3 clusters Score -5805500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5805501.500000 Penalty: 1041.416138
	Iteration 84Q: 3 clusters Score -5805502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5805501.000000 Penalty: 1041.416138
	Iteration 85Q: 3 clusters Score -5805501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5805499.500000 Penalty: 1041.416138
	Iteration 86Q: 3 clusters Score -5805500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5805499.500000 Penalty: 1041.416138
	Iteration 87F: 3 clusters Score -5805500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Entering Unmasked Estep 
Score: -2923218.000000 Penalty: 487.381470
	Iteration 0F: 2 clusters Score -2923218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2894453.000000 Penalty: 974.762939
	Iteration 0F: 3 clusters Score -2894453 nChanged 21562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2907259.250000 Penalty: 974.762939
	Iteration 1F: 3 clusters Score -2907259 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2907743.250000 Penalty: 974.762939
	Iteration 2Q: 3 clusters Score -2907743 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2908501.500000 Penalty: 974.762939
	Iteration 3Q: 3 clusters Score -2908502 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -2909727.750000 Penalty: 974.762939
	Iteration 4F: 3 clusters Score -2909728 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -2911812.500000 Penalty: 974.762939
	Iteration 5F: 3 clusters Score -2911812 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -2914580.750000 Penalty: 974.762939
	Iteration 6F: 3 clusters Score -2914581 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -2917206.500000 Penalty: 974.762939
	Iteration 7F: 3 clusters Score -2917206 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -2919377.500000 Penalty: 974.762939
	Iteration 8F: 3 clusters Score -2919378 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -2920832.250000 Penalty: 974.762939
	Iteration 9Q: 3 clusters Score -2920832 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -2921717.250000 Penalty: 974.762939
	Iteration 10Q: 3 clusters Score -2921717 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -2922226.750000 Penalty: 974.762939
	Iteration 11Q: 3 clusters Score -2922227 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -2922470.750000 Penalty: 974.762939
	Iteration 12Q: 3 clusters Score -2922471 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -2922591.000000 Penalty: 974.762939
	Iteration 13Q: 3 clusters Score -2922591 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -2922672.500000 Penalty: 974.762939
	Iteration 14Q: 3 clusters Score -2922672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -2922740.750000 Penalty: 974.762939
	Iteration 15Q: 3 clusters Score -2922741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -2922770.000000 Penalty: 974.762939
	Iteration 16Q: 3 clusters Score -2922770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -2922781.500000 Penalty: 974.762939
	Iteration 17Q: 3 clusters Score -2922782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -2922790.000000 Penalty: 974.762939
	Iteration 18Q: 3 clusters Score -2922790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -2922801.750000 Penalty: 974.762939
	Iteration 19Q: 3 clusters Score -2922802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -2922807.000000 Penalty: 974.762939
	Iteration 20F: 3 clusters Score -2922807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -2922808.750000 Penalty: 974.762939
	Iteration 21Q: 3 clusters Score -2922809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -2922813.500000 Penalty: 974.762939
	Iteration 22Q: 3 clusters Score -2922814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -2922813.000000 Penalty: 974.762939
	Iteration 23Q: 3 clusters Score -2922813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -2922813.000000 Penalty: 974.762939
	Iteration 24F: 3 clusters Score -2922813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -41781.136719 Penalty: 299.733521
	Iteration 0F: 2 clusters Score -41781.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41132.390625 Penalty: 599.467041
	Iteration 0F: 3 clusters Score -41132.39 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41280.695312 Penalty: 599.467041
	Iteration 1F: 3 clusters Score -41280.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41323.386719 Penalty: 599.467041
	Iteration 2F: 3 clusters Score -41323.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41362.027344 Penalty: 599.467041
	Iteration 3F: 3 clusters Score -41362.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41419.519531 Penalty: 599.467041
	Iteration 4F: 3 clusters Score -41419.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41506.792969 Penalty: 599.467041
	Iteration 5F: 3 clusters Score -41506.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41575.195312 Penalty: 599.467041
	Iteration 6F: 3 clusters Score -41575.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41615.722656 Penalty: 599.467041
	Iteration 7F: 3 clusters Score -41615.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41636.894531 Penalty: 599.467041
	Iteration 8Q: 3 clusters Score -41636.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -41653.050781 Penalty: 599.467041
	Iteration 9Q: 3 clusters Score -41653.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41663.648438 Penalty: 599.467041
	Iteration 10Q: 3 clusters Score -41663.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -41667.707031 Penalty: 599.467041
	Iteration 11Q: 3 clusters Score -41667.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -41671.160156 Penalty: 599.467041
	Iteration 12Q: 3 clusters Score -41671.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -41673.718750 Penalty: 599.467041
	Iteration 13Q: 3 clusters Score -41673.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -41674.007812 Penalty: 599.467041
	Iteration 14Q: 3 clusters Score -41674.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -41674.148438 Penalty: 599.467041
	Iteration 15Q: 3 clusters Score -41674.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -41674.148438 Penalty: 599.467041
	Iteration 16F: 3 clusters Score -41674.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -119884.539062 Penalty: 341.873749
	Iteration 0F: 2 clusters Score -119884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -118532.937500 Penalty: 683.747498
	Iteration 0F: 3 clusters Score -118532.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -118976.359375 Penalty: 683.747498
	Iteration 1F: 3 clusters Score -118976.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119022.781250 Penalty: 683.747498
	Iteration 2F: 3 clusters Score -119022.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -119056.671875 Penalty: 683.747498
	Iteration 3Q: 3 clusters Score -119056.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -119087.367188 Penalty: 683.747498
	Iteration 4Q: 3 clusters Score -119087.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119112.734375 Penalty: 683.747498
	Iteration 5Q: 3 clusters Score -119112.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -119142.218750 Penalty: 683.747498
	Iteration 6Q: 3 clusters Score -119142.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119177.015625 Penalty: 683.747498
	Iteration 7Q: 3 clusters Score -119177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119218.664062 Penalty: 683.747498
	Iteration 8Q: 3 clusters Score -119218.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119289.609375 Penalty: 683.747498
	Iteration 9Q: 3 clusters Score -119289.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -119371.164062 Penalty: 683.747498
	Iteration 10Q: 3 clusters Score -119371.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119451.054688 Penalty: 683.747498
	Iteration 11Q: 3 clusters Score -119451.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -119492.109375 Penalty: 683.747498
	Iteration 12Q: 3 clusters Score -119492.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -119510.429688 Penalty: 683.747498
	Iteration 13Q: 3 clusters Score -119510.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -119518.312500 Penalty: 683.747498
	Iteration 14Q: 3 clusters Score -119518.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -119525.031250 Penalty: 683.747498
	Iteration 15Q: 3 clusters Score -119525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119530.492188 Penalty: 683.747498
	Iteration 16Q: 3 clusters Score -119530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -119533.250000 Penalty: 683.747498
	Iteration 17Q: 3 clusters Score -119533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -119538.195312 Penalty: 683.747498
	Iteration 18Q: 3 clusters Score -119538.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -119541.960938 Penalty: 683.747498
	Iteration 19Q: 3 clusters Score -119542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119544.859375 Penalty: 683.747498
	Iteration 20F: 3 clusters Score -119544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -119549.960938 Penalty: 683.747498
	Iteration 21Q: 3 clusters Score -119550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -119556.718750 Penalty: 683.747498
	Iteration 22Q: 3 clusters Score -119556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -119561.164062 Penalty: 683.747498
	Iteration 23Q: 3 clusters Score -119561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -119563.375000 Penalty: 683.747498
	Iteration 24Q: 3 clusters Score -119563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -119564.343750 Penalty: 683.747498
	Iteration 25Q: 3 clusters Score -119564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -119564.343750 Penalty: 683.747498
	Iteration 26F: 3 clusters Score -119564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -88765.046875 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88765.05 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89038.625000 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89038.62 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89125.523438 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89125.52 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89200.648438 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89200.65 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89274.601562 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -89274.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89336.992188 Penalty: 658.964355
	Iteration 5F: 3 clusters Score -89336.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89385.382812 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -89385.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89435.265625 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -89435.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -89482.132812 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89482.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -89526.992188 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89526.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -89551.656250 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89551.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -89560.585938 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89560.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -89569.867188 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89569.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -89576.203125 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -89582.632812 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89582.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -89585.296875 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -89585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -89587.867188 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -89587.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -89588.335938 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -89588.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -89588.335938 Penalty: 658.964355
	Iteration 18F: 3 clusters Score -89588.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Entering Unmasked Estep 
Score: -1884089.375000 Penalty: 467.335602
	Iteration 0F: 2 clusters Score -1884089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1864915.875000 Penalty: 934.671204
	Iteration 0F: 3 clusters Score -1864916 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1873322.750000 Penalty: 934.671204
	Iteration 1F: 3 clusters Score -1873323 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1873949.375000 Penalty: 934.671204
	Iteration 2F: 3 clusters Score -1873949 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1874859.375000 Penalty: 934.671204
	Iteration 3F: 3 clusters Score -1874859 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1876209.875000 Penalty: 934.671204
	Iteration 4F: 3 clusters Score -1876210 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1877848.500000 Penalty: 934.671204
	Iteration 5F: 3 clusters Score -1877848 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -1879408.625000 Penalty: 934.671204
	Iteration 6F: 3 clusters Score -1879409 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1880578.125000 Penalty: 934.671204
	Iteration 7Q: 3 clusters Score -1880578 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -1881184.625000 Penalty: 934.671204
	Iteration 8Q: 3 clusters Score -1881185 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -1881468.625000 Penalty: 934.671204
	Iteration 9Q: 3 clusters Score -1881469 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -1881680.375000 Penalty: 934.671204
	Iteration 10Q: 3 clusters Score -1881680 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -1881886.125000 Penalty: 934.671204
	Iteration 11Q: 3 clusters Score -1881886 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -1882081.250000 Penalty: 934.671204
	Iteration 12Q: 3 clusters Score -1882081 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -1882235.500000 Penalty: 934.671204
	Iteration 13Q: 3 clusters Score -1882236 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -1882397.750000 Penalty: 934.671204
	Iteration 14Q: 3 clusters Score -1882398 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -1882571.125000 Penalty: 934.671204
	Iteration 15Q: 3 clusters Score -1882571 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -1882717.125000 Penalty: 934.671204
	Iteration 16Q: 3 clusters Score -1882717 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -1882857.875000 Penalty: 934.671204
	Iteration 17Q: 3 clusters Score -1882858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -1882996.750000 Penalty: 934.671204
	Iteration 18Q: 3 clusters Score -1882997 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -1883137.625000 Penalty: 934.671204
	Iteration 19Q: 3 clusters Score -1883138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1883254.750000 Penalty: 934.671204
	Iteration 20F: 3 clusters Score -1883255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -1883362.375000 Penalty: 934.671204
	Iteration 21Q: 3 clusters Score -1883362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -1883445.500000 Penalty: 934.671204
	Iteration 22Q: 3 clusters Score -1883446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -1883518.000000 Penalty: 934.671204
	Iteration 23Q: 3 clusters Score -1883518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -1883577.875000 Penalty: 934.671204
	Iteration 24Q: 3 clusters Score -1883578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -1883622.750000 Penalty: 934.671204
	Iteration 25Q: 3 clusters Score -1883623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -1883644.250000 Penalty: 934.671204
	Iteration 26Q: 3 clusters Score -1883644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -1883665.375000 Penalty: 934.671204
	Iteration 27Q: 3 clusters Score -1883665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -1883671.500000 Penalty: 934.671204
	Iteration 28Q: 3 clusters Score -1883672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -1883678.875000 Penalty: 934.671204
	Iteration 29Q: 3 clusters Score -1883679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -1883682.250000 Penalty: 934.671204
	Iteration 30Q: 3 clusters Score -1883682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -1883688.250000 Penalty: 934.671204
	Iteration 31Q: 3 clusters Score -1883688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -1883692.500000 Penalty: 934.671204
	Iteration 32Q: 3 clusters Score -1883692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -1883689.875000 Penalty: 934.671204
	Iteration 33Q: 3 clusters Score -1883690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -1883691.500000 Penalty: 934.671204
	Iteration 34Q: 3 clusters Score -1883692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -1883695.875000 Penalty: 934.671204
	Iteration 35Q: 3 clusters Score -1883696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -1883698.875000 Penalty: 934.671204
	Iteration 36Q: 3 clusters Score -1883699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -1883701.750000 Penalty: 934.671204
	Iteration 37Q: 3 clusters Score -1883702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1883700.250000 Penalty: 934.671204
	Iteration 38Q: 3 clusters Score -1883700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -1883701.125000 Penalty: 934.671204
	Iteration 39Q: 3 clusters Score -1883701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1883702.875000 Penalty: 934.671204
	Iteration 40F: 3 clusters Score -1883703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -1883701.875000 Penalty: 934.671204
	Iteration 41Q: 3 clusters Score -1883702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -1883704.625000 Penalty: 934.671204
	Iteration 42Q: 3 clusters Score -1883705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -1883706.250000 Penalty: 934.671204
	Iteration 43Q: 3 clusters Score -1883706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -1883706.500000 Penalty: 934.671204
	Iteration 44Q: 3 clusters Score -1883706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -1883708.125000 Penalty: 934.671204
	Iteration 45Q: 3 clusters Score -1883708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -1883710.750000 Penalty: 934.671204
	Iteration 46Q: 3 clusters Score -1883711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -1883711.625000 Penalty: 934.671204
	Iteration 47Q: 3 clusters Score -1883712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -1883710.375000 Penalty: 934.671204
	Iteration 48Q: 3 clusters Score -1883710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -1883710.750000 Penalty: 934.671204
	Iteration 49Q: 3 clusters Score -1883711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1883711.125000 Penalty: 934.671204
	Iteration 50Q: 3 clusters Score -1883711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1883710.750000 Penalty: 934.671204
	Iteration 51Q: 3 clusters Score -1883711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -1883713.125000 Penalty: 934.671204
	Iteration 52Q: 3 clusters Score -1883713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1883712.125000 Penalty: 934.671204
	Iteration 53Q: 3 clusters Score -1883712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1883712.125000 Penalty: 934.671204
	Iteration 54F: 3 clusters Score -1883712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -251867.343750 Penalty: 376.192291
	Iteration 0F: 2 clusters Score -251867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -249191.343750 Penalty: 752.384583
	Iteration 0F: 3 clusters Score -249191.3 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -250241.296875 Penalty: 752.384583
	Iteration 1F: 3 clusters Score -250241.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -250439.187500 Penalty: 752.384583
	Iteration 2F: 3 clusters Score -250439.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -250621.718750 Penalty: 752.384583
	Iteration 3F: 3 clusters Score -250621.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -250818.437500 Penalty: 752.384583
	Iteration 4F: 3 clusters Score -250818.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -250978.421875 Penalty: 752.384583
	Iteration 5F: 3 clusters Score -250978.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -251114.859375 Penalty: 752.384583
	Iteration 6Q: 3 clusters Score -251114.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -251223.265625 Penalty: 752.384583
	Iteration 7Q: 3 clusters Score -251223.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -251287.796875 Penalty: 752.384583
	Iteration 8Q: 3 clusters Score -251287.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -251323.640625 Penalty: 752.384583
	Iteration 9Q: 3 clusters Score -251323.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -251340.531250 Penalty: 752.384583
	Iteration 10Q: 3 clusters Score -251340.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -251361.828125 Penalty: 752.384583
	Iteration 11Q: 3 clusters Score -251361.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -251380.453125 Penalty: 752.384583
	Iteration 12Q: 3 clusters Score -251380.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -251396.953125 Penalty: 752.384583
	Iteration 13Q: 3 clusters Score -251397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -251411.015625 Penalty: 752.384583
	Iteration 14Q: 3 clusters Score -251411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -251424.375000 Penalty: 752.384583
	Iteration 15Q: 3 clusters Score -251424.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -251433.359375 Penalty: 752.384583
	Iteration 16Q: 3 clusters Score -251433.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -251443.453125 Penalty: 752.384583
	Iteration 17Q: 3 clusters Score -251443.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -251454.734375 Penalty: 752.384583
	Iteration 18Q: 3 clusters Score -251454.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -251464.703125 Penalty: 752.384583
	Iteration 19Q: 3 clusters Score -251464.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -251471.640625 Penalty: 752.384583
	Iteration 20F: 3 clusters Score -251471.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -251478.500000 Penalty: 752.384583
	Iteration 21Q: 3 clusters Score -251478.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -251480.093750 Penalty: 752.384583
	Iteration 22Q: 3 clusters Score -251480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -251482.250000 Penalty: 752.384583
	Iteration 23Q: 3 clusters Score -251482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -251485.359375 Penalty: 752.384583
	Iteration 24Q: 3 clusters Score -251485.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -251488.843750 Penalty: 752.384583
	Iteration 25Q: 3 clusters Score -251488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -251491.406250 Penalty: 752.384583
	Iteration 26Q: 3 clusters Score -251491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -251493.953125 Penalty: 752.384583
	Iteration 27Q: 3 clusters Score -251494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -251495.437500 Penalty: 752.384583
	Iteration 28Q: 3 clusters Score -251495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -251496.406250 Penalty: 752.384583
	Iteration 29Q: 3 clusters Score -251496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -251497.359375 Penalty: 752.384583
	Iteration 30Q: 3 clusters Score -251497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -251497.390625 Penalty: 752.384583
	Iteration 31Q: 3 clusters Score -251497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -251497.812500 Penalty: 752.384583
	Iteration 32Q: 3 clusters Score -251497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -251497.375000 Penalty: 752.384583
	Iteration 33Q: 3 clusters Score -251497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -251498.000000 Penalty: 752.384583
	Iteration 34Q: 3 clusters Score -251498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -251498.000000 Penalty: 752.384583
	Iteration 35F: 3 clusters Score -251498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Entering Unmasked Estep 
Score: -775359.750000 Penalty: 430.579041
	Iteration 0F: 2 clusters Score -775359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -766783.437500 Penalty: 861.158081
	Iteration 0F: 3 clusters Score -766783.4 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -770262.312500 Penalty: 861.158081
	Iteration 1F: 3 clusters Score -770262.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -770579.250000 Penalty: 861.158081
	Iteration 2F: 3 clusters Score -770579.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -771018.125000 Penalty: 861.158081
	Iteration 3F: 3 clusters Score -771018.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -771701.500000 Penalty: 861.158081
	Iteration 4F: 3 clusters Score -771701.5 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -772624.437500 Penalty: 861.158081
	Iteration 5F: 3 clusters Score -772624.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -773568.125000 Penalty: 861.158081
	Iteration 6F: 3 clusters Score -773568.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -774213.875000 Penalty: 861.158081
	Iteration 7F: 3 clusters Score -774213.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -774591.062500 Penalty: 861.158081
	Iteration 8Q: 3 clusters Score -774591.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -774798.062500 Penalty: 861.158081
	Iteration 9Q: 3 clusters Score -774798.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -774897.000000 Penalty: 861.158081
	Iteration 10Q: 3 clusters Score -774897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -774947.125000 Penalty: 861.158081
	Iteration 11Q: 3 clusters Score -774947.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -774961.000000 Penalty: 861.158081
	Iteration 12Q: 3 clusters Score -774961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -774965.062500 Penalty: 861.158081
	Iteration 13Q: 3 clusters Score -774965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -774971.375000 Penalty: 861.158081
	Iteration 14Q: 3 clusters Score -774971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -774973.312500 Penalty: 861.158081
	Iteration 15Q: 3 clusters Score -774973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -774976.000000 Penalty: 861.158081
	Iteration 16Q: 3 clusters Score -774976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -774977.312500 Penalty: 861.158081
	Iteration 17Q: 3 clusters Score -774977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -774977.687500 Penalty: 861.158081
	Iteration 18Q: 3 clusters Score -774977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -774979.187500 Penalty: 861.158081
	Iteration 19Q: 3 clusters Score -774979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -774979.187500 Penalty: 861.158081
	Iteration 20F: 3 clusters Score -774979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79839 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10200 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77521 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 78772 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64856 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7559 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93352 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 279Q: 34 clusters Score -4.223405e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79857 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10198 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77517 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 78761 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 64856 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44515 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7559 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234088.000000 Penalty: 20201.414062
Iteration 280F: 34 clusters Score -4.223409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79870 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10191 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77517 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 78754 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64856 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7559 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234100.000000 Penalty: 20201.414062
Iteration 281Q: 34 clusters Score -4.22341e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79878 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77519 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 78748 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64858 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7558 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 282Q: 34 clusters Score -4.223408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 79890 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10188 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77523 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 78734 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64855 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44514 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7557 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44876 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234088.000000 Penalty: 20201.414062
Iteration 283Q: 34 clusters Score -4.223409e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 79902 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10184 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77526 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6672 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78719 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 64855 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44513 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7555 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 284Q: 34 clusters Score -4.223408e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79904 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10179 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77528 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78708 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 64851 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44518 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7553 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234096.000000 Penalty: 20201.414062
Iteration 285Q: 34 clusters Score -4.22341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79912 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10174 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77527 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78691 members 
Mstep: Class 15 contains 30209 members 
Mstep: Class 16 contains 64850 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44524 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7552 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 286Q: 34 clusters Score -4.223408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10169 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77526 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 78687 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 64849 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7551 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28880 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 287Q: 34 clusters Score -4.223408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79910 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10166 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77524 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 78688 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 64844 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7550 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28880 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 288Q: 34 clusters Score -4.223408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79901 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10162 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77519 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78701 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 64842 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44527 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234104.000000 Penalty: 20201.414062
Iteration 289Q: 34 clusters Score -4.22341e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79899 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10160 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77521 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6677 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78699 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 64840 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 290Q: 34 clusters Score -4.223408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79899 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77522 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78699 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 64838 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 93365 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234100.000000 Penalty: 20201.414062
Iteration 291Q: 34 clusters Score -4.22341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79898 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10155 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77522 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78696 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64843 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 44521 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 93364 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234112.000000 Penalty: 20201.414062
Iteration 292Q: 34 clusters Score -4.223411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79900 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10154 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77528 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78686 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64849 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28880 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 293Q: 34 clusters Score -4.223409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79899 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10154 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77537 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78677 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64846 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 44519 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 93362 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28880 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234112.000000 Penalty: 20201.414062
Iteration 294Q: 34 clusters Score -4.223411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79900 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10153 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77544 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78669 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64842 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 44518 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 93362 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28880 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234096.000000 Penalty: 20201.414062
Iteration 295Q: 34 clusters Score -4.22341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79900 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10152 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77548 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78657 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64837 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 44521 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93365 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 296Q: 34 clusters Score -4.223408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79900 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77559 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78646 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64830 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7547 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 297Q: 34 clusters Score -4.223408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 79898 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77565 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78642 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 64828 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44521 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7546 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93366 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28883 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234120.000000 Penalty: 20201.414062
Iteration 298Q: 34 clusters Score -4.223412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79899 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77571 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78641 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 64820 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44521 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7545 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28883 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234124.000000 Penalty: 20201.414062
Iteration 299Q: 34 clusters Score -4.223412e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79897 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77580 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78638 members 
Mstep: Class 15 contains 30214 members 
Mstep: Class 16 contains 64811 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44522 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7544 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 300F: 34 clusters Score -4.223409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79895 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77581 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78636 members 
Mstep: Class 15 contains 30214 members 
Mstep: Class 16 contains 64804 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44527 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7542 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93358 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 301Q: 34 clusters Score -4.223409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79893 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10150 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77581 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78639 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 64807 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7540 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93351 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 12996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 302Q: 34 clusters Score -4.223407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79891 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77586 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6672 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78637 members 
Mstep: Class 15 contains 30217 members 
Mstep: Class 16 contains 64801 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44531 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7539 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93349 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 303Q: 34 clusters Score -4.223407e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79890 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77591 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78634 members 
Mstep: Class 15 contains 30220 members 
Mstep: Class 16 contains 64795 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7536 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93347 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234096.000000 Penalty: 20201.414062
Iteration 304Q: 34 clusters Score -4.22341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79893 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77594 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78627 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 64789 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7529 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234100.000000 Penalty: 20201.414062
Iteration 305Q: 34 clusters Score -4.22341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79896 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10147 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77593 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6677 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78625 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 64784 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7522 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93346 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28883 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 306Q: 34 clusters Score -4.223405e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79896 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77597 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78619 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 64775 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44528 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 307Q: 34 clusters Score -4.223409e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 79898 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77599 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 64765 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 44528 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7509 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28880 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234124.000000 Penalty: 20201.414062
Iteration 308Q: 34 clusters Score -4.223412e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 79899 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77600 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30224 members 
Mstep: Class 16 contains 64760 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44528 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7506 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234112.000000 Penalty: 20201.414062
Iteration 309Q: 34 clusters Score -4.223411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79898 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77598 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44528 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7505 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28878 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234088.000000 Penalty: 20201.414062
Iteration 310Q: 34 clusters Score -4.223409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 79901 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77599 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78601 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 44527 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7503 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93352 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28877 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 311Q: 34 clusters Score -4.223414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 79900 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77602 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78595 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64759 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7502 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93353 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28877 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234116.000000 Penalty: 20201.414062
Iteration 312Q: 34 clusters Score -4.223412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79902 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77613 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78579 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64755 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44527 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7498 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28878 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 313Q: 34 clusters Score -4.223407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 79901 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77622 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78563 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64753 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44534 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7493 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234064.000000 Penalty: 20201.414062
Iteration 314Q: 34 clusters Score -4.223406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79900 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77628 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78556 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64748 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 44536 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7489 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28878 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234060.000000 Penalty: 20201.414062
Iteration 315Q: 34 clusters Score -4.223406e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 79891 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77632 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78556 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64748 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 44539 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7481 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28879 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234044.000000 Penalty: 20201.414062
Iteration 316Q: 34 clusters Score -4.223404e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79875 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77651 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78546 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64739 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7477 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 317Q: 34 clusters Score -4.223409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 79869 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77672 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78544 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64725 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 44550 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 93351 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 318Q: 34 clusters Score -4.223407e+07 nChanged 99
Entering ConstructFrom: 
Score: -42234072.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Entering Unmasked Estep 
Score: -695396.125000 Penalty: 424.007050
	Iteration 0F: 2 clusters Score -695396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -688023.062500 Penalty: 848.014099
	Iteration 0F: 3 clusters Score -688023.1 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -691297.562500 Penalty: 848.014099
	Iteration 1F: 3 clusters Score -691297.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -691815.312500 Penalty: 848.014099
	Iteration 2F: 3 clusters Score -691815.3 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -692530.562500 Penalty: 848.014099
	Iteration 3F: 3 clusters Score -692530.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -693381.500000 Penalty: 848.014099
	Iteration 4F: 3 clusters Score -693381.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -694078.250000 Penalty: 848.014099
	Iteration 5F: 3 clusters Score -694078.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -694580.687500 Penalty: 848.014099
	Iteration 6Q: 3 clusters Score -694580.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -694824.937500 Penalty: 848.014099
	Iteration 7Q: 3 clusters Score -694824.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -694918.500000 Penalty: 848.014099
	Iteration 8Q: 3 clusters Score -694918.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -694969.687500 Penalty: 848.014099
	Iteration 9Q: 3 clusters Score -694969.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -695001.562500 Penalty: 848.014099
	Iteration 10Q: 3 clusters Score -695001.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -695025.937500 Penalty: 848.014099
	Iteration 11Q: 3 clusters Score -695025.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -695042.812500 Penalty: 848.014099
	Iteration 12Q: 3 clusters Score -695042.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -695056.250000 Penalty: 848.014099
	Iteration 13Q: 3 clusters Score -695056.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -695065.312500 Penalty: 848.014099
	Iteration 14Q: 3 clusters Score -695065.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -695067.500000 Penalty: 848.014099
	Iteration 15Q: 3 clusters Score -695067.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -695070.000000 Penalty: 848.014099
	Iteration 16Q: 3 clusters Score -695070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -695071.062500 Penalty: 848.014099
	Iteration 17Q: 3 clusters Score -695071.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -695073.375000 Penalty: 848.014099
	Iteration 18Q: 3 clusters Score -695073.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -695075.500000 Penalty: 848.014099
	Iteration 19Q: 3 clusters Score -695075.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -695076.625000 Penalty: 848.014099
	Iteration 20F: 3 clusters Score -695076.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -695079.875000 Penalty: 848.014099
	Iteration 21Q: 3 clusters Score -695079.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -695081.125000 Penalty: 848.014099
	Iteration 22Q: 3 clusters Score -695081.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -695087.562500 Penalty: 848.014099
	Iteration 23Q: 3 clusters Score -695087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -695094.062500 Penalty: 848.014099
	Iteration 24Q: 3 clusters Score -695094.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -695102.937500 Penalty: 848.014099
	Iteration 25Q: 3 clusters Score -695102.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -695107.187500 Penalty: 848.014099
	Iteration 26Q: 3 clusters Score -695107.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -695110.625000 Penalty: 848.014099
	Iteration 27Q: 3 clusters Score -695110.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -695113.437500 Penalty: 848.014099
	Iteration 28Q: 3 clusters Score -695113.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -695116.937500 Penalty: 848.014099
	Iteration 29Q: 3 clusters Score -695116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -695117.750000 Penalty: 848.014099
	Iteration 30Q: 3 clusters Score -695117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -695122.375000 Penalty: 848.014099
	Iteration 31Q: 3 clusters Score -695122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -695122.437500 Penalty: 848.014099
	Iteration 32Q: 3 clusters Score -695122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -695126.312500 Penalty: 848.014099
	Iteration 33Q: 3 clusters Score -695126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -695127.687500 Penalty: 848.014099
	Iteration 34Q: 3 clusters Score -695127.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -695132.562500 Penalty: 848.014099
	Iteration 35Q: 3 clusters Score -695132.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -695136.375000 Penalty: 848.014099
	Iteration 36Q: 3 clusters Score -695136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -695139.250000 Penalty: 848.014099
	Iteration 37Q: 3 clusters Score -695139.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -695141.062500 Penalty: 848.014099
	Iteration 38Q: 3 clusters Score -695141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -695144.375000 Penalty: 848.014099
	Iteration 39Q: 3 clusters Score -695144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -695144.187500 Penalty: 848.014099
	Iteration 40F: 3 clusters Score -695144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -695144.937500 Penalty: 848.014099
	Iteration 41Q: 3 clusters Score -695144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -695146.562500 Penalty: 848.014099
	Iteration 42Q: 3 clusters Score -695146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -695148.125000 Penalty: 848.014099
	Iteration 43Q: 3 clusters Score -695148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -695148.625000 Penalty: 848.014099
	Iteration 44Q: 3 clusters Score -695148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -695149.500000 Penalty: 848.014099
	Iteration 45Q: 3 clusters Score -695149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -695149.187500 Penalty: 848.014099
	Iteration 46Q: 3 clusters Score -695149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -695150.000000 Penalty: 848.014099
	Iteration 47Q: 3 clusters Score -695150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -695150.562500 Penalty: 848.014099
	Iteration 48Q: 3 clusters Score -695150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -695150.875000 Penalty: 848.014099
	Iteration 49Q: 3 clusters Score -695150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -695152.000000 Penalty: 848.014099
	Iteration 50Q: 3 clusters Score -695152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -695151.562500 Penalty: 848.014099
	Iteration 51Q: 3 clusters Score -695151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -695152.625000 Penalty: 848.014099
	Iteration 52Q: 3 clusters Score -695152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -695152.625000 Penalty: 848.014099
	Iteration 53F: 3 clusters Score -695152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Entering Unmasked Estep 
Score: -5041030.500000 Penalty: 513.601990
	Iteration 0F: 2 clusters Score -5041030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4988343.000000 Penalty: 1027.203979
	Iteration 0F: 3 clusters Score -4988343 nChanged 38969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5014010.000000 Penalty: 1027.203979
	Iteration 1F: 3 clusters Score -5014010 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5017664.000000 Penalty: 1027.203979
	Iteration 2F: 3 clusters Score -5017664 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5023178.500000 Penalty: 1027.203979
	Iteration 3F: 3 clusters Score -5023178 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5029137.500000 Penalty: 1027.203979
	Iteration 4F: 3 clusters Score -5029138 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5033640.500000 Penalty: 1027.203979
	Iteration 5F: 3 clusters Score -5033640 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -5036245.000000 Penalty: 1027.203979
	Iteration 6Q: 3 clusters Score -5036245 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5037731.500000 Penalty: 1027.203979
	Iteration 7Q: 3 clusters Score -5037732 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -5038735.500000 Penalty: 1027.203979
	Iteration 8Q: 3 clusters Score -5038736 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5039358.500000 Penalty: 1027.203979
	Iteration 9Q: 3 clusters Score -5039358 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5039770.000000 Penalty: 1027.203979
	Iteration 10Q: 3 clusters Score -5039770 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5040043.500000 Penalty: 1027.203979
	Iteration 11Q: 3 clusters Score -5040044 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5040234.500000 Penalty: 1027.203979
	Iteration 12Q: 3 clusters Score -5040234 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5040374.000000 Penalty: 1027.203979
	Iteration 13Q: 3 clusters Score -5040374 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5040506.000000 Penalty: 1027.203979
	Iteration 14Q: 3 clusters Score -5040506 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5040514.000000 Penalty: 1027.203979
	Iteration 15Q: 3 clusters Score -5040514 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5040585.500000 Penalty: 1027.203979
	Iteration 16Q: 3 clusters Score -5040586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5040597.500000 Penalty: 1027.203979
	Iteration 17Q: 3 clusters Score -5040598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5040585.500000 Penalty: 1027.203979
	Iteration 18Q: 3 clusters Score -5040586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5040600.000000 Penalty: 1027.203979
	Iteration 19Q: 3 clusters Score -5040600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5040606.500000 Penalty: 1027.203979
	Iteration 20F: 3 clusters Score -5040606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5040618.000000 Penalty: 1027.203979
	Iteration 21Q: 3 clusters Score -5040618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5040624.500000 Penalty: 1027.203979
	Iteration 22Q: 3 clusters Score -5040624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5040635.000000 Penalty: 1027.203979
	Iteration 23Q: 3 clusters Score -5040635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5040636.500000 Penalty: 1027.203979
	Iteration 24Q: 3 clusters Score -5040636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5040640.000000 Penalty: 1027.203979
	Iteration 25Q: 3 clusters Score -5040640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5040643.500000 Penalty: 1027.203979
	Iteration 26Q: 3 clusters Score -5040644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5040645.500000 Penalty: 1027.203979
	Iteration 27Q: 3 clusters Score -5040646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5040646.000000 Penalty: 1027.203979
	Iteration 28Q: 3 clusters Score -5040646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5040645.500000 Penalty: 1027.203979
	Iteration 29Q: 3 clusters Score -5040646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5040648.000000 Penalty: 1027.203979
	Iteration 30Q: 3 clusters Score -5040648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5040651.500000 Penalty: 1027.203979
	Iteration 31Q: 3 clusters Score -5040652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5040647.000000 Penalty: 1027.203979
	Iteration 32Q: 3 clusters Score -5040647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5040646.000000 Penalty: 1027.203979
	Iteration 33Q: 3 clusters Score -5040646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5040654.500000 Penalty: 1027.203979
	Iteration 34Q: 3 clusters Score -5040654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5040651.000000 Penalty: 1027.203979
	Iteration 35Q: 3 clusters Score -5040651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5040650.000000 Penalty: 1027.203979
	Iteration 36Q: 3 clusters Score -5040650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5040650.000000 Penalty: 1027.203979
	Iteration 37F: 3 clusters Score -5040650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1771.416748 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1771.417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1785.469971 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1785.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1795.767822 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1795.768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1804.790283 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -1804.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1816.930176 Penalty: 364.667328
	Iteration 4Q: 3 clusters Score -1816.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1816.930176 Penalty: 364.667328
	Iteration 5F: 3 clusters Score -1816.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -420715.906250 Penalty: 399.210114
	Iteration 0F: 2 clusters Score -420715.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -416411.562500 Penalty: 798.420227
	Iteration 0F: 3 clusters Score -416411.6 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -418058.375000 Penalty: 798.420227
	Iteration 1F: 3 clusters Score -418058.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -418274.031250 Penalty: 798.420227
	Iteration 2F: 3 clusters Score -418274 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -418563.156250 Penalty: 798.420227
	Iteration 3F: 3 clusters Score -418563.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -418934.218750 Penalty: 798.420227
	Iteration 4F: 3 clusters Score -418934.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -419328.343750 Penalty: 798.420227
	Iteration 5F: 3 clusters Score -419328.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -419640.593750 Penalty: 798.420227
	Iteration 6F: 3 clusters Score -419640.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -419816.937500 Penalty: 798.420227
	Iteration 7Q: 3 clusters Score -419816.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -419901.500000 Penalty: 798.420227
	Iteration 8Q: 3 clusters Score -419901.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -419950.968750 Penalty: 798.420227
	Iteration 9Q: 3 clusters Score -419951 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -419982.687500 Penalty: 798.420227
	Iteration 10Q: 3 clusters Score -419982.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -420017.000000 Penalty: 798.420227
	Iteration 11Q: 3 clusters Score -420017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -420044.500000 Penalty: 798.420227
	Iteration 12Q: 3 clusters Score -420044.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -420067.250000 Penalty: 798.420227
	Iteration 13Q: 3 clusters Score -420067.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -420091.125000 Penalty: 798.420227
	Iteration 14Q: 3 clusters Score -420091.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -420112.468750 Penalty: 798.420227
	Iteration 15Q: 3 clusters Score -420112.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -420127.625000 Penalty: 798.420227
	Iteration 16Q: 3 clusters Score -420127.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -420139.031250 Penalty: 798.420227
	Iteration 17Q: 3 clusters Score -420139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -420146.343750 Penalty: 798.420227
	Iteration 18Q: 3 clusters Score -420146.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -420156.031250 Penalty: 798.420227
	Iteration 19Q: 3 clusters Score -420156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -420164.500000 Penalty: 798.420227
	Iteration 20F: 3 clusters Score -420164.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -420173.750000 Penalty: 798.420227
	Iteration 21Q: 3 clusters Score -420173.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -420179.500000 Penalty: 798.420227
	Iteration 22Q: 3 clusters Score -420179.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -420185.875000 Penalty: 798.420227
	Iteration 23Q: 3 clusters Score -420185.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -420189.562500 Penalty: 798.420227
	Iteration 24Q: 3 clusters Score -420189.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -420197.218750 Penalty: 798.420227
	Iteration 25Q: 3 clusters Score -420197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -420207.187500 Penalty: 798.420227
	Iteration 26Q: 3 clusters Score -420207.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -420212.562500 Penalty: 798.420227
	Iteration 27Q: 3 clusters Score -420212.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -420216.906250 Penalty: 798.420227
	Iteration 28Q: 3 clusters Score -420216.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -420220.781250 Penalty: 798.420227
	Iteration 29Q: 3 clusters Score -420220.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -420223.343750 Penalty: 798.420227
	Iteration 30Q: 3 clusters Score -420223.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -420225.718750 Penalty: 798.420227
	Iteration 31Q: 3 clusters Score -420225.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -420226.281250 Penalty: 798.420227
	Iteration 32Q: 3 clusters Score -420226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -420227.281250 Penalty: 798.420227
	Iteration 33Q: 3 clusters Score -420227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -420228.875000 Penalty: 798.420227
	Iteration 34Q: 3 clusters Score -420228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -420229.875000 Penalty: 798.420227
	Iteration 35Q: 3 clusters Score -420229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -420231.781250 Penalty: 798.420227
	Iteration 36Q: 3 clusters Score -420231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -420233.281250 Penalty: 798.420227
	Iteration 37Q: 3 clusters Score -420233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -420236.125000 Penalty: 798.420227
	Iteration 38Q: 3 clusters Score -420236.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -420238.750000 Penalty: 798.420227
	Iteration 39Q: 3 clusters Score -420238.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420241.593750 Penalty: 798.420227
	Iteration 40F: 3 clusters Score -420241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -420243.812500 Penalty: 798.420227
	Iteration 41Q: 3 clusters Score -420243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -420248.468750 Penalty: 798.420227
	Iteration 42Q: 3 clusters Score -420248.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -420254.187500 Penalty: 798.420227
	Iteration 43Q: 3 clusters Score -420254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -420257.312500 Penalty: 798.420227
	Iteration 44Q: 3 clusters Score -420257.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -420262.281250 Penalty: 798.420227
	Iteration 45Q: 3 clusters Score -420262.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -420266.281250 Penalty: 798.420227
	Iteration 46Q: 3 clusters Score -420266.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -420268.281250 Penalty: 798.420227
	Iteration 47Q: 3 clusters Score -420268.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -420271.406250 Penalty: 798.420227
	Iteration 48Q: 3 clusters Score -420271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -420274.343750 Penalty: 798.420227
	Iteration 49Q: 3 clusters Score -420274.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -420276.718750 Penalty: 798.420227
	Iteration 50Q: 3 clusters Score -420276.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -420281.718750 Penalty: 798.420227
	Iteration 51Q: 3 clusters Score -420281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -420284.781250 Penalty: 798.420227
	Iteration 52Q: 3 clusters Score -420284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -420289.562500 Penalty: 798.420227
	Iteration 53Q: 3 clusters Score -420289.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -420293.531250 Penalty: 798.420227
	Iteration 54Q: 3 clusters Score -420293.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -420295.906250 Penalty: 798.420227
	Iteration 55Q: 3 clusters Score -420295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -420300.218750 Penalty: 798.420227
	Iteration 56Q: 3 clusters Score -420300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -420301.656250 Penalty: 798.420227
	Iteration 57Q: 3 clusters Score -420301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -420304.625000 Penalty: 798.420227
	Iteration 58Q: 3 clusters Score -420304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -420307.218750 Penalty: 798.420227
	Iteration 59Q: 3 clusters Score -420307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -420308.593750 Penalty: 798.420227
	Iteration 60F: 3 clusters Score -420308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -420310.250000 Penalty: 798.420227
	Iteration 61Q: 3 clusters Score -420310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -420312.187500 Penalty: 798.420227
	Iteration 62Q: 3 clusters Score -420312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -420312.156250 Penalty: 798.420227
	Iteration 63Q: 3 clusters Score -420312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -420315.062500 Penalty: 798.420227
	Iteration 64Q: 3 clusters Score -420315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -420316.437500 Penalty: 798.420227
	Iteration 65Q: 3 clusters Score -420316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -420318.656250 Penalty: 798.420227
	Iteration 66Q: 3 clusters Score -420318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -420322.031250 Penalty: 798.420227
	Iteration 67Q: 3 clusters Score -420322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -420325.656250 Penalty: 798.420227
	Iteration 68Q: 3 clusters Score -420325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -420327.093750 Penalty: 798.420227
	Iteration 69Q: 3 clusters Score -420327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -420330.906250 Penalty: 798.420227
	Iteration 70Q: 3 clusters Score -420330.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -420333.218750 Penalty: 798.420227
	Iteration 71Q: 3 clusters Score -420333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -420333.937500 Penalty: 798.420227
	Iteration 72Q: 3 clusters Score -420333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -420334.875000 Penalty: 798.420227
	Iteration 73Q: 3 clusters Score -420334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -420335.093750 Penalty: 798.420227
	Iteration 74Q: 3 clusters Score -420335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -420335.156250 Penalty: 798.420227
	Iteration 75Q: 3 clusters Score -420335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -420335.468750 Penalty: 798.420227
	Iteration 76Q: 3 clusters Score -420335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -420335.843750 Penalty: 798.420227
	Iteration 77Q: 3 clusters Score -420335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -420337.187500 Penalty: 798.420227
	Iteration 78Q: 3 clusters Score -420337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -420338.656250 Penalty: 798.420227
	Iteration 79Q: 3 clusters Score -420338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -420339.187500 Penalty: 798.420227
	Iteration 80F: 3 clusters Score -420339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -420339.937500 Penalty: 798.420227
	Iteration 81Q: 3 clusters Score -420339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -420341.093750 Penalty: 798.420227
	Iteration 82Q: 3 clusters Score -420341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -420343.531250 Penalty: 798.420227
	Iteration 83Q: 3 clusters Score -420343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -420345.562500 Penalty: 798.420227
	Iteration 84Q: 3 clusters Score -420345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -420346.437500 Penalty: 798.420227
	Iteration 85Q: 3 clusters Score -420346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -420347.781250 Penalty: 798.420227
	Iteration 86Q: 3 clusters Score -420347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -420348.687500 Penalty: 798.420227
	Iteration 87Q: 3 clusters Score -420348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -420349.843750 Penalty: 798.420227
	Iteration 88Q: 3 clusters Score -420349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -420351.062500 Penalty: 798.420227
	Iteration 89Q: 3 clusters Score -420351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -420350.718750 Penalty: 798.420227
	Iteration 90Q: 3 clusters Score -420350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -420350.875000 Penalty: 798.420227
	Iteration 91Q: 3 clusters Score -420350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -420351.375000 Penalty: 798.420227
	Iteration 92Q: 3 clusters Score -420351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -420351.312500 Penalty: 798.420227
	Iteration 93Q: 3 clusters Score -420351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -420351.593750 Penalty: 798.420227
	Iteration 94Q: 3 clusters Score -420351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -420351.593750 Penalty: 798.420227
	Iteration 95F: 3 clusters Score -420351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Entering Unmasked Estep 
Score: -647541.187500 Penalty: 419.743408
	Iteration 0F: 2 clusters Score -647541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -640788.375000 Penalty: 839.486816
	Iteration 0F: 3 clusters Score -640788.4 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -643403.312500 Penalty: 839.486816
	Iteration 1F: 3 clusters Score -643403.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -643542.687500 Penalty: 839.486816
	Iteration 2Q: 3 clusters Score -643542.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -643676.875000 Penalty: 839.486816
	Iteration 3Q: 3 clusters Score -643676.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -643814.125000 Penalty: 839.486816
	Iteration 4Q: 3 clusters Score -643814.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -644000.812500 Penalty: 839.486816
	Iteration 5Q: 3 clusters Score -644000.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -644342.062500 Penalty: 839.486816
	Iteration 6F: 3 clusters Score -644342.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -644866.187500 Penalty: 839.486816
	Iteration 7F: 3 clusters Score -644866.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -645555.625000 Penalty: 839.486816
	Iteration 8F: 3 clusters Score -645555.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -646117.312500 Penalty: 839.486816
	Iteration 9F: 3 clusters Score -646117.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -646523.125000 Penalty: 839.486816
	Iteration 10Q: 3 clusters Score -646523.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -646763.000000 Penalty: 839.486816
	Iteration 11Q: 3 clusters Score -646763 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -646875.937500 Penalty: 839.486816
	Iteration 12Q: 3 clusters Score -646875.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -646948.625000 Penalty: 839.486816
	Iteration 13Q: 3 clusters Score -646948.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -646991.625000 Penalty: 839.486816
	Iteration 14Q: 3 clusters Score -646991.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -647033.812500 Penalty: 839.486816
	Iteration 15Q: 3 clusters Score -647033.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -647074.812500 Penalty: 839.486816
	Iteration 16Q: 3 clusters Score -647074.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -647107.437500 Penalty: 839.486816
	Iteration 17Q: 3 clusters Score -647107.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -647125.187500 Penalty: 839.486816
	Iteration 18Q: 3 clusters Score -647125.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -647140.062500 Penalty: 839.486816
	Iteration 19Q: 3 clusters Score -647140.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -647159.312500 Penalty: 839.486816
	Iteration 20F: 3 clusters Score -647159.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -647170.125000 Penalty: 839.486816
	Iteration 21Q: 3 clusters Score -647170.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -647176.437500 Penalty: 839.486816
	Iteration 22Q: 3 clusters Score -647176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -647180.687500 Penalty: 839.486816
	Iteration 23Q: 3 clusters Score -647180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -647186.687500 Penalty: 839.486816
	Iteration 24Q: 3 clusters Score -647186.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -647189.250000 Penalty: 839.486816
	Iteration 25Q: 3 clusters Score -647189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -647190.875000 Penalty: 839.486816
	Iteration 26Q: 3 clusters Score -647190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -647192.375000 Penalty: 839.486816
	Iteration 27Q: 3 clusters Score -647192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -647191.812500 Penalty: 839.486816
	Iteration 28Q: 3 clusters Score -647191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -647192.687500 Penalty: 839.486816
	Iteration 29Q: 3 clusters Score -647192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -647192.687500 Penalty: 839.486816
	Iteration 30F: 3 clusters Score -647192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -182932.812500 Penalty: 367.438995
	Iteration 0F: 2 clusters Score -182932.8 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 1583 members 
Entering Unmasked Estep 
Score: -180652.734375 Penalty: 734.877991
	Iteration 0F: 3 clusters Score -180652.7 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -181505.203125 Penalty: 734.877991
	Iteration 1F: 3 clusters Score -181505.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -181649.062500 Penalty: 734.877991
	Iteration 2F: 3 clusters Score -181649.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -181772.859375 Penalty: 734.877991
	Iteration 3F: 3 clusters Score -181772.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -181901.312500 Penalty: 734.877991
	Iteration 4F: 3 clusters Score -181901.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -182014.015625 Penalty: 734.877991
	Iteration 5F: 3 clusters Score -182014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -182122.343750 Penalty: 734.877991
	Iteration 6F: 3 clusters Score -182122.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -182212.421875 Penalty: 734.877991
	Iteration 7Q: 3 clusters Score -182212.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -182279.593750 Penalty: 734.877991
	Iteration 8Q: 3 clusters Score -182279.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182328.140625 Penalty: 734.877991
	Iteration 9Q: 3 clusters Score -182328.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -182351.796875 Penalty: 734.877991
	Iteration 10Q: 3 clusters Score -182351.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -182363.281250 Penalty: 734.877991
	Iteration 11Q: 3 clusters Score -182363.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -182374.640625 Penalty: 734.877991
	Iteration 12Q: 3 clusters Score -182374.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -182382.812500 Penalty: 734.877991
	Iteration 13Q: 3 clusters Score -182382.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -182385.875000 Penalty: 734.877991
	Iteration 14Q: 3 clusters Score -182385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -182388.937500 Penalty: 734.877991
	Iteration 15Q: 3 clusters Score -182388.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -182392.703125 Penalty: 734.877991
	Iteration 16Q: 3 clusters Score -182392.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -182394.750000 Penalty: 734.877991
	Iteration 17Q: 3 clusters Score -182394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -182396.750000 Penalty: 734.877991
	Iteration 18Q: 3 clusters Score -182396.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -182398.531250 Penalty: 734.877991
	Iteration 19Q: 3 clusters Score -182398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -182399.171875 Penalty: 734.877991
	Iteration 20F: 3 clusters Score -182399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -182399.953125 Penalty: 734.877991
	Iteration 21Q: 3 clusters Score -182400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -182401.109375 Penalty: 734.877991
	Iteration 22Q: 3 clusters Score -182401.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -182403.562500 Penalty: 734.877991
	Iteration 23Q: 3 clusters Score -182403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -182406.500000 Penalty: 734.877991
	Iteration 24Q: 3 clusters Score -182406.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182409.250000 Penalty: 734.877991
	Iteration 25Q: 3 clusters Score -182409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -182415.000000 Penalty: 734.877991
	Iteration 26Q: 3 clusters Score -182415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -182423.890625 Penalty: 734.877991
	Iteration 27Q: 3 clusters Score -182423.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -182432.703125 Penalty: 734.877991
	Iteration 28Q: 3 clusters Score -182432.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182439.453125 Penalty: 734.877991
	Iteration 29Q: 3 clusters Score -182439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -182446.359375 Penalty: 734.877991
	Iteration 30Q: 3 clusters Score -182446.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -182451.921875 Penalty: 734.877991
	Iteration 31Q: 3 clusters Score -182451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -182458.156250 Penalty: 734.877991
	Iteration 32Q: 3 clusters Score -182458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -182461.671875 Penalty: 734.877991
	Iteration 33Q: 3 clusters Score -182461.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -182466.328125 Penalty: 734.877991
	Iteration 34Q: 3 clusters Score -182466.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182472.656250 Penalty: 734.877991
	Iteration 35Q: 3 clusters Score -182472.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -182478.515625 Penalty: 734.877991
	Iteration 36Q: 3 clusters Score -182478.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -182485.765625 Penalty: 734.877991
	Iteration 37Q: 3 clusters Score -182485.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182493.828125 Penalty: 734.877991
	Iteration 38Q: 3 clusters Score -182493.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -182506.687500 Penalty: 734.877991
	Iteration 39Q: 3 clusters Score -182506.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -182517.109375 Penalty: 734.877991
	Iteration 40F: 3 clusters Score -182517.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -182527.093750 Penalty: 734.877991
	Iteration 41Q: 3 clusters Score -182527.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182538.000000 Penalty: 734.877991
	Iteration 42Q: 3 clusters Score -182538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -182549.468750 Penalty: 734.877991
	Iteration 43Q: 3 clusters Score -182549.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182560.484375 Penalty: 734.877991
	Iteration 44Q: 3 clusters Score -182560.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -182571.796875 Penalty: 734.877991
	Iteration 45Q: 3 clusters Score -182571.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -182582.296875 Penalty: 734.877991
	Iteration 46Q: 3 clusters Score -182582.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182594.250000 Penalty: 734.877991
	Iteration 47Q: 3 clusters Score -182594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182602.484375 Penalty: 734.877991
	Iteration 48Q: 3 clusters Score -182602.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182608.953125 Penalty: 734.877991
	Iteration 49Q: 3 clusters Score -182609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182614.062500 Penalty: 734.877991
	Iteration 50Q: 3 clusters Score -182614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -182616.453125 Penalty: 734.877991
	Iteration 51Q: 3 clusters Score -182616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182617.921875 Penalty: 734.877991
	Iteration 52Q: 3 clusters Score -182617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182619.171875 Penalty: 734.877991
	Iteration 53Q: 3 clusters Score -182619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -182620.750000 Penalty: 734.877991
	Iteration 54Q: 3 clusters Score -182620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182621.546875 Penalty: 734.877991
	Iteration 55Q: 3 clusters Score -182621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -182622.593750 Penalty: 734.877991
	Iteration 56Q: 3 clusters Score -182622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -182623.281250 Penalty: 734.877991
	Iteration 57Q: 3 clusters Score -182623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182623.921875 Penalty: 734.877991
	Iteration 58Q: 3 clusters Score -182623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -182624.546875 Penalty: 734.877991
	Iteration 59Q: 3 clusters Score -182624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -182624.750000 Penalty: 734.877991
	Iteration 60F: 3 clusters Score -182624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -182625.031250 Penalty: 734.877991
	Iteration 61Q: 3 clusters Score -182625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -182625.687500 Penalty: 734.877991
	Iteration 62Q: 3 clusters Score -182625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182626.218750 Penalty: 734.877991
	Iteration 63Q: 3 clusters Score -182626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -182627.515625 Penalty: 734.877991
	Iteration 64Q: 3 clusters Score -182627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -182629.031250 Penalty: 734.877991
	Iteration 65Q: 3 clusters Score -182629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182629.906250 Penalty: 734.877991
	Iteration 66Q: 3 clusters Score -182629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -182630.515625 Penalty: 734.877991
	Iteration 67Q: 3 clusters Score -182630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182630.546875 Penalty: 734.877991
	Iteration 68Q: 3 clusters Score -182630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182630.953125 Penalty: 734.877991
	Iteration 69Q: 3 clusters Score -182631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -182631.078125 Penalty: 734.877991
	Iteration 70Q: 3 clusters Score -182631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182631.187500 Penalty: 734.877991
	Iteration 71Q: 3 clusters Score -182631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182631.187500 Penalty: 734.877991
	Iteration 72F: 3 clusters Score -182631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -54500.117188 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -54500.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -53749.757812 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -53749.76 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53956.601562 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -53956.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53995.753906 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -53995.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54027.988281 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -54027.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54052.601562 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -54052.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54076.132812 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -54076.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54094.812500 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -54094.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54105.378906 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -54105.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54110.718750 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -54110.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54115.796875 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -54115.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54127.375000 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -54127.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54137.085938 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -54137.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54152.675781 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -54152.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54166.128906 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -54166.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54179.464844 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -54179.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54187.714844 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -54187.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54197.714844 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -54197.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54205.734375 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -54205.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54211.652344 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -54211.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54216.246094 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -54216.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54218.292969 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -54218.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54220.222656 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -54220.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54222.011719 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -54222.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54223.058594 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -54223.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54226.695312 Penalty: 620.422607
	Iteration 24Q: 3 clusters Score -54226.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54228.492188 Penalty: 620.422607
	Iteration 25Q: 3 clusters Score -54228.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54231.789062 Penalty: 620.422607
	Iteration 26Q: 3 clusters Score -54231.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54236.363281 Penalty: 620.422607
	Iteration 27Q: 3 clusters Score -54236.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54238.761719 Penalty: 620.422607
	Iteration 28Q: 3 clusters Score -54238.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54241.761719 Penalty: 620.422607
	Iteration 29Q: 3 clusters Score -54241.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54242.425781 Penalty: 620.422607
	Iteration 30Q: 3 clusters Score -54242.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54242.425781 Penalty: 620.422607
	Iteration 31F: 3 clusters Score -54242.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4545.610352 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4545.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4634.528809 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4634.529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4650.822754 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4650.823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4657.080566 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4657.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4657.080566 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -4657.081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Entering Unmasked Estep 
Score: -4867330.000000 Penalty: 512.351929
	Iteration 0F: 2 clusters Score -4867330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -4816817.500000 Penalty: 1024.703857
	Iteration 0F: 3 clusters Score -4816818 nChanged 37717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4840549.000000 Penalty: 1024.703857
	Iteration 1F: 3 clusters Score -4840549 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4843081.000000 Penalty: 1024.703857
	Iteration 2F: 3 clusters Score -4843081 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4847196.500000 Penalty: 1024.703857
	Iteration 3F: 3 clusters Score -4847196 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4852792.000000 Penalty: 1024.703857
	Iteration 4F: 3 clusters Score -4852792 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4857993.000000 Penalty: 1024.703857
	Iteration 5F: 3 clusters Score -4857993 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4861303.000000 Penalty: 1024.703857
	Iteration 6Q: 3 clusters Score -4861303 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4862990.500000 Penalty: 1024.703857
	Iteration 7Q: 3 clusters Score -4862990 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4863947.500000 Penalty: 1024.703857
	Iteration 8Q: 3 clusters Score -4863948 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4864558.500000 Penalty: 1024.703857
	Iteration 9Q: 3 clusters Score -4864558 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4865051.500000 Penalty: 1024.703857
	Iteration 10Q: 3 clusters Score -4865052 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4865473.000000 Penalty: 1024.703857
	Iteration 11Q: 3 clusters Score -4865473 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4865901.500000 Penalty: 1024.703857
	Iteration 12Q: 3 clusters Score -4865902 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4866253.000000 Penalty: 1024.703857
	Iteration 13Q: 3 clusters Score -4866253 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4866542.000000 Penalty: 1024.703857
	Iteration 14Q: 3 clusters Score -4866542 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4866755.500000 Penalty: 1024.703857
	Iteration 15Q: 3 clusters Score -4866756 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4866904.000000 Penalty: 1024.703857
	Iteration 16Q: 3 clusters Score -4866904 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4866988.500000 Penalty: 1024.703857
	Iteration 17Q: 3 clusters Score -4866988 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4867011.500000 Penalty: 1024.703857
	Iteration 18Q: 3 clusters Score -4867012 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4867001.000000 Penalty: 1024.703857
	Iteration 19Q: 3 clusters Score -4867001 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4866983.500000 Penalty: 1024.703857
	Iteration 20F: 3 clusters Score -4866984 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4866991.500000 Penalty: 1024.703857
	Iteration 21Q: 3 clusters Score -4866992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4867015.500000 Penalty: 1024.703857
	Iteration 22Q: 3 clusters Score -4867016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4867026.000000 Penalty: 1024.703857
	Iteration 23Q: 3 clusters Score -4867026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4867000.500000 Penalty: 1024.703857
	Iteration 24Q: 3 clusters Score -4867000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4866999.000000 Penalty: 1024.703857
	Iteration 25Q: 3 clusters Score -4866999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4867007.500000 Penalty: 1024.703857
	Iteration 26Q: 3 clusters Score -4867008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4867007.500000 Penalty: 1024.703857
	Iteration 27Q: 3 clusters Score -4867008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4867011.500000 Penalty: 1024.703857
	Iteration 28Q: 3 clusters Score -4867012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4867018.500000 Penalty: 1024.703857
	Iteration 29Q: 3 clusters Score -4867018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4867020.000000 Penalty: 1024.703857
	Iteration 30Q: 3 clusters Score -4867020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4867014.000000 Penalty: 1024.703857
	Iteration 31Q: 3 clusters Score -4867014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4867018.500000 Penalty: 1024.703857
	Iteration 32Q: 3 clusters Score -4867018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4867024.500000 Penalty: 1024.703857
	Iteration 33Q: 3 clusters Score -4867024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4867027.500000 Penalty: 1024.703857
	Iteration 34Q: 3 clusters Score -4867028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4867022.500000 Penalty: 1024.703857
	Iteration 35Q: 3 clusters Score -4867022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4867020.500000 Penalty: 1024.703857
	Iteration 36Q: 3 clusters Score -4867020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4867023.000000 Penalty: 1024.703857
	Iteration 37Q: 3 clusters Score -4867023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4867024.500000 Penalty: 1024.703857
	Iteration 38Q: 3 clusters Score -4867024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4867021.000000 Penalty: 1024.703857
	Iteration 39Q: 3 clusters Score -4867021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4867025.000000 Penalty: 1024.703857
	Iteration 40F: 3 clusters Score -4867025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4867020.000000 Penalty: 1024.703857
	Iteration 41Q: 3 clusters Score -4867020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4867021.000000 Penalty: 1024.703857
	Iteration 42Q: 3 clusters Score -4867021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4867023.000000 Penalty: 1024.703857
	Iteration 43Q: 3 clusters Score -4867023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4867020.500000 Penalty: 1024.703857
	Iteration 44Q: 3 clusters Score -4867020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4867023.500000 Penalty: 1024.703857
	Iteration 45Q: 3 clusters Score -4867024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4867020.500000 Penalty: 1024.703857
	Iteration 46Q: 3 clusters Score -4867020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4867031.000000 Penalty: 1024.703857
	Iteration 47Q: 3 clusters Score -4867031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4867015.500000 Penalty: 1024.703857
	Iteration 48Q: 3 clusters Score -4867016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4867019.000000 Penalty: 1024.703857
	Iteration 49Q: 3 clusters Score -4867019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4867021.000000 Penalty: 1024.703857
	Iteration 50Q: 3 clusters Score -4867021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4867018.000000 Penalty: 1024.703857
	Iteration 51Q: 3 clusters Score -4867018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4867018.000000 Penalty: 1024.703857
	Iteration 52Q: 3 clusters Score -4867018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4867017.500000 Penalty: 1024.703857
	Iteration 53Q: 3 clusters Score -4867018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4867016.000000 Penalty: 1024.703857
	Iteration 54Q: 3 clusters Score -4867016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4867017.000000 Penalty: 1024.703857
	Iteration 55Q: 3 clusters Score -4867017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4867015.500000 Penalty: 1024.703857
	Iteration 56Q: 3 clusters Score -4867016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4867015.500000 Penalty: 1024.703857
	Iteration 57F: 3 clusters Score -4867016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -317109.156250 Penalty: 387.840668
	Iteration 0F: 2 clusters Score -317109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -313683.281250 Penalty: 775.681335
	Iteration 0F: 3 clusters Score -313683.3 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -315195.031250 Penalty: 775.681335
	Iteration 1F: 3 clusters Score -315195 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -315566.812500 Penalty: 775.681335
	Iteration 2F: 3 clusters Score -315566.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -315992.468750 Penalty: 775.681335
	Iteration 3F: 3 clusters Score -315992.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -316399.843750 Penalty: 775.681335
	Iteration 4F: 3 clusters Score -316399.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -316702.093750 Penalty: 775.681335
	Iteration 5F: 3 clusters Score -316702.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -316844.656250 Penalty: 775.681335
	Iteration 6Q: 3 clusters Score -316844.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -316897.656250 Penalty: 775.681335
	Iteration 7Q: 3 clusters Score -316897.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -316928.843750 Penalty: 775.681335
	Iteration 8Q: 3 clusters Score -316928.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -316954.125000 Penalty: 775.681335
	Iteration 9Q: 3 clusters Score -316954.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -316969.281250 Penalty: 775.681335
	Iteration 10Q: 3 clusters Score -316969.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -316977.187500 Penalty: 775.681335
	Iteration 11Q: 3 clusters Score -316977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -316980.656250 Penalty: 775.681335
	Iteration 12Q: 3 clusters Score -316980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -316986.531250 Penalty: 775.681335
	Iteration 13Q: 3 clusters Score -316986.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -316992.250000 Penalty: 775.681335
	Iteration 14Q: 3 clusters Score -316992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -316998.125000 Penalty: 775.681335
	Iteration 15Q: 3 clusters Score -316998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -317004.343750 Penalty: 775.681335
	Iteration 16Q: 3 clusters Score -317004.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -317010.625000 Penalty: 775.681335
	Iteration 17Q: 3 clusters Score -317010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -317014.843750 Penalty: 775.681335
	Iteration 18Q: 3 clusters Score -317014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -317016.937500 Penalty: 775.681335
	Iteration 19Q: 3 clusters Score -317016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -317018.625000 Penalty: 775.681335
	Iteration 20F: 3 clusters Score -317018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -317020.656250 Penalty: 775.681335
	Iteration 21Q: 3 clusters Score -317020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -317022.187500 Penalty: 775.681335
	Iteration 22Q: 3 clusters Score -317022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -317022.531250 Penalty: 775.681335
	Iteration 23Q: 3 clusters Score -317022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -317022.687500 Penalty: 775.681335
	Iteration 24Q: 3 clusters Score -317022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -317022.687500 Penalty: 775.681335
	Iteration 25F: 3 clusters Score -317022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -63544.804688 Penalty: 319.783173
	Iteration 0F: 2 clusters Score -63544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62672.339844 Penalty: 639.566345
	Iteration 0F: 3 clusters Score -62672.34 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62949.562500 Penalty: 639.566345
	Iteration 1F: 3 clusters Score -62949.56 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -63010.476562 Penalty: 639.566345
	Iteration 2F: 3 clusters Score -63010.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -63057.277344 Penalty: 639.566345
	Iteration 3F: 3 clusters Score -63057.28 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -63105.804688 Penalty: 639.566345
	Iteration 4F: 3 clusters Score -63105.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -63154.750000 Penalty: 639.566345
	Iteration 5F: 3 clusters Score -63154.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -63187.660156 Penalty: 639.566345
	Iteration 6Q: 3 clusters Score -63187.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -63218.941406 Penalty: 639.566345
	Iteration 7Q: 3 clusters Score -63218.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -63252.398438 Penalty: 639.566345
	Iteration 8Q: 3 clusters Score -63252.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -63299.292969 Penalty: 639.566345
	Iteration 9Q: 3 clusters Score -63299.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -63349.015625 Penalty: 639.566345
	Iteration 10Q: 3 clusters Score -63349.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -63373.289062 Penalty: 639.566345
	Iteration 11Q: 3 clusters Score -63373.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -63388.609375 Penalty: 639.566345
	Iteration 12Q: 3 clusters Score -63388.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -63404.578125 Penalty: 639.566345
	Iteration 13Q: 3 clusters Score -63404.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -63417.757812 Penalty: 639.566345
	Iteration 14Q: 3 clusters Score -63417.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -63428.703125 Penalty: 639.566345
	Iteration 15Q: 3 clusters Score -63428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -63436.191406 Penalty: 639.566345
	Iteration 16Q: 3 clusters Score -63436.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -63446.984375 Penalty: 639.566345
	Iteration 17Q: 3 clusters Score -63446.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -63455.722656 Penalty: 639.566345
	Iteration 18Q: 3 clusters Score -63455.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -63460.023438 Penalty: 639.566345
	Iteration 19Q: 3 clusters Score -63460.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -63467.785156 Penalty: 639.566345
	Iteration 20F: 3 clusters Score -63467.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -63481.378906 Penalty: 639.566345
	Iteration 21Q: 3 clusters Score -63481.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -63488.625000 Penalty: 639.566345
	Iteration 22Q: 3 clusters Score -63488.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -63490.015625 Penalty: 639.566345
	Iteration 23Q: 3 clusters Score -63490.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -63490.308594 Penalty: 639.566345
	Iteration 24Q: 3 clusters Score -63490.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -63490.308594 Penalty: 639.566345
	Iteration 25F: 3 clusters Score -63490.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -445759.843750 Penalty: 400.753571
	Iteration 0F: 2 clusters Score -445759.8 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 3276 members 
Entering Unmasked Estep 
Score: -441360.156250 Penalty: 801.507141
	Iteration 0F: 3 clusters Score -441360.2 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -443051.968750 Penalty: 801.507141
	Iteration 1F: 3 clusters Score -443052 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -443314.468750 Penalty: 801.507141
	Iteration 2F: 3 clusters Score -443314.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -443657.437500 Penalty: 801.507141
	Iteration 3F: 3 clusters Score -443657.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -443999.562500 Penalty: 801.507141
	Iteration 4F: 3 clusters Score -443999.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -444296.281250 Penalty: 801.507141
	Iteration 5F: 3 clusters Score -444296.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -444538.531250 Penalty: 801.507141
	Iteration 6Q: 3 clusters Score -444538.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -444694.031250 Penalty: 801.507141
	Iteration 7Q: 3 clusters Score -444694 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -444787.250000 Penalty: 801.507141
	Iteration 8Q: 3 clusters Score -444787.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -444837.781250 Penalty: 801.507141
	Iteration 9Q: 3 clusters Score -444837.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -444877.000000 Penalty: 801.507141
	Iteration 10Q: 3 clusters Score -444877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -444902.062500 Penalty: 801.507141
	Iteration 11Q: 3 clusters Score -444902.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -444925.906250 Penalty: 801.507141
	Iteration 12Q: 3 clusters Score -444925.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -444943.562500 Penalty: 801.507141
	Iteration 13Q: 3 clusters Score -444943.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -444960.593750 Penalty: 801.507141
	Iteration 14Q: 3 clusters Score -444960.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -444978.187500 Penalty: 801.507141
	Iteration 15Q: 3 clusters Score -444978.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -445001.593750 Penalty: 801.507141
	Iteration 16Q: 3 clusters Score -445001.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -445017.062500 Penalty: 801.507141
	Iteration 17Q: 3 clusters Score -445017.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -445034.218750 Penalty: 801.507141
	Iteration 18Q: 3 clusters Score -445034.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -445054.562500 Penalty: 801.507141
	Iteration 19Q: 3 clusters Score -445054.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -445071.062500 Penalty: 801.507141
	Iteration 20F: 3 clusters Score -445071.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -445092.875000 Penalty: 801.507141
	Iteration 21Q: 3 clusters Score -445092.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -445115.250000 Penalty: 801.507141
	Iteration 22Q: 3 clusters Score -445115.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -445134.500000 Penalty: 801.507141
	Iteration 23Q: 3 clusters Score -445134.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -445150.500000 Penalty: 801.507141
	Iteration 24Q: 3 clusters Score -445150.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -445171.343750 Penalty: 801.507141
	Iteration 25Q: 3 clusters Score -445171.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -445186.500000 Penalty: 801.507141
	Iteration 26Q: 3 clusters Score -445186.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -445195.937500 Penalty: 801.507141
	Iteration 27Q: 3 clusters Score -445195.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -445202.500000 Penalty: 801.507141
	Iteration 28Q: 3 clusters Score -445202.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -445210.031250 Penalty: 801.507141
	Iteration 29Q: 3 clusters Score -445210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -445220.718750 Penalty: 801.507141
	Iteration 30Q: 3 clusters Score -445220.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -445230.187500 Penalty: 801.507141
	Iteration 31Q: 3 clusters Score -445230.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -445236.531250 Penalty: 801.507141
	Iteration 32Q: 3 clusters Score -445236.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -445243.062500 Penalty: 801.507141
	Iteration 33Q: 3 clusters Score -445243.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -445254.437500 Penalty: 801.507141
	Iteration 34Q: 3 clusters Score -445254.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -445262.875000 Penalty: 801.507141
	Iteration 35Q: 3 clusters Score -445262.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -445272.937500 Penalty: 801.507141
	Iteration 36Q: 3 clusters Score -445272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -445283.031250 Penalty: 801.507141
	Iteration 37Q: 3 clusters Score -445283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -445290.375000 Penalty: 801.507141
	Iteration 38Q: 3 clusters Score -445290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -445299.843750 Penalty: 801.507141
	Iteration 39Q: 3 clusters Score -445299.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -445313.656250 Penalty: 801.507141
	Iteration 40F: 3 clusters Score -445313.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -445333.812500 Penalty: 801.507141
	Iteration 41Q: 3 clusters Score -445333.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -445351.343750 Penalty: 801.507141
	Iteration 42Q: 3 clusters Score -445351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -445360.906250 Penalty: 801.507141
	Iteration 43Q: 3 clusters Score -445360.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -445369.656250 Penalty: 801.507141
	Iteration 44Q: 3 clusters Score -445369.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -445376.187500 Penalty: 801.507141
	Iteration 45Q: 3 clusters Score -445376.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -445380.187500 Penalty: 801.507141
	Iteration 46Q: 3 clusters Score -445380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -445382.312500 Penalty: 801.507141
	Iteration 47Q: 3 clusters Score -445382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -445385.781250 Penalty: 801.507141
	Iteration 48Q: 3 clusters Score -445385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -445388.437500 Penalty: 801.507141
	Iteration 49Q: 3 clusters Score -445388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -445389.656250 Penalty: 801.507141
	Iteration 50Q: 3 clusters Score -445389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -445391.437500 Penalty: 801.507141
	Iteration 51Q: 3 clusters Score -445391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -445392.531250 Penalty: 801.507141
	Iteration 52Q: 3 clusters Score -445392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -445394.718750 Penalty: 801.507141
	Iteration 53Q: 3 clusters Score -445394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -445396.750000 Penalty: 801.507141
	Iteration 54Q: 3 clusters Score -445396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -445397.500000 Penalty: 801.507141
	Iteration 55Q: 3 clusters Score -445397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -445399.750000 Penalty: 801.507141
	Iteration 56Q: 3 clusters Score -445399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -445399.562500 Penalty: 801.507141
	Iteration 57Q: 3 clusters Score -445399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -445399.562500 Penalty: 801.507141
	Iteration 58F: 3 clusters Score -445399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Entering Unmasked Estep 
Score: -2912675.250000 Penalty: 486.552704
	Iteration 0F: 2 clusters Score -2912675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2883809.000000 Penalty: 973.105408
	Iteration 0F: 3 clusters Score -2883809 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2896614.750000 Penalty: 973.105408
	Iteration 1F: 3 clusters Score -2896615 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2897145.250000 Penalty: 973.105408
	Iteration 2Q: 3 clusters Score -2897145 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2897899.250000 Penalty: 973.105408
	Iteration 3Q: 3 clusters Score -2897899 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2898946.750000 Penalty: 973.105408
	Iteration 4Q: 3 clusters Score -2898947 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2900499.500000 Penalty: 973.105408
	Iteration 5F: 3 clusters Score -2900500 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2902722.750000 Penalty: 973.105408
	Iteration 6F: 3 clusters Score -2902723 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2905379.000000 Penalty: 973.105408
	Iteration 7F: 3 clusters Score -2905379 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2907703.500000 Penalty: 973.105408
	Iteration 8F: 3 clusters Score -2907704 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2909058.500000 Penalty: 973.105408
	Iteration 9F: 3 clusters Score -2909058 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2910190.500000 Penalty: 973.105408
	Iteration 10Q: 3 clusters Score -2910190 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2911076.000000 Penalty: 973.105408
	Iteration 11Q: 3 clusters Score -2911076 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2911587.000000 Penalty: 973.105408
	Iteration 12Q: 3 clusters Score -2911587 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2911917.500000 Penalty: 973.105408
	Iteration 13Q: 3 clusters Score -2911918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2912053.000000 Penalty: 973.105408
	Iteration 14Q: 3 clusters Score -2912053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2912114.250000 Penalty: 973.105408
	Iteration 15Q: 3 clusters Score -2912114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2912138.500000 Penalty: 973.105408
	Iteration 16Q: 3 clusters Score -2912138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2912159.750000 Penalty: 973.105408
	Iteration 17Q: 3 clusters Score -2912160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2912176.000000 Penalty: 973.105408
	Iteration 18Q: 3 clusters Score -2912176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2912182.500000 Penalty: 973.105408
	Iteration 19Q: 3 clusters Score -2912182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2912183.500000 Penalty: 973.105408
	Iteration 20F: 3 clusters Score -2912184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2912184.250000 Penalty: 973.105408
	Iteration 21Q: 3 clusters Score -2912184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2912186.750000 Penalty: 973.105408
	Iteration 22Q: 3 clusters Score -2912187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2912190.500000 Penalty: 973.105408
	Iteration 23Q: 3 clusters Score -2912190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2912197.750000 Penalty: 973.105408
	Iteration 24Q: 3 clusters Score -2912198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2912200.750000 Penalty: 973.105408
	Iteration 25Q: 3 clusters Score -2912201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2912205.250000 Penalty: 973.105408
	Iteration 26Q: 3 clusters Score -2912205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2912211.750000 Penalty: 973.105408
	Iteration 27Q: 3 clusters Score -2912212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2912214.500000 Penalty: 973.105408
	Iteration 28Q: 3 clusters Score -2912214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2912217.500000 Penalty: 973.105408
	Iteration 29Q: 3 clusters Score -2912218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2912220.500000 Penalty: 973.105408
	Iteration 30Q: 3 clusters Score -2912220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2912227.750000 Penalty: 973.105408
	Iteration 31Q: 3 clusters Score -2912228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2912228.000000 Penalty: 973.105408
	Iteration 32Q: 3 clusters Score -2912228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2912228.500000 Penalty: 973.105408
	Iteration 33Q: 3 clusters Score -2912228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2912233.500000 Penalty: 973.105408
	Iteration 34Q: 3 clusters Score -2912234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2912232.250000 Penalty: 973.105408
	Iteration 35Q: 3 clusters Score -2912232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2912232.250000 Penalty: 973.105408
	Iteration 36F: 3 clusters Score -2912232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Entering Unmasked Estep 
Score: -5002741.500000 Penalty: 512.851685
	Iteration 0F: 2 clusters Score -5002742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -4952491.000000 Penalty: 1025.703369
	Iteration 0F: 3 clusters Score -4952491 nChanged 38394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -4975940.500000 Penalty: 1025.703369
	Iteration 1F: 3 clusters Score -4975940 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -4977528.000000 Penalty: 1025.703369
	Iteration 2Q: 3 clusters Score -4977528 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -4979933.500000 Penalty: 1025.703369
	Iteration 3F: 3 clusters Score -4979934 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -4983272.000000 Penalty: 1025.703369
	Iteration 4F: 3 clusters Score -4983272 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -4987040.500000 Penalty: 1025.703369
	Iteration 5F: 3 clusters Score -4987040 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -4990353.500000 Penalty: 1025.703369
	Iteration 6F: 3 clusters Score -4990354 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -4992712.000000 Penalty: 1025.703369
	Iteration 7F: 3 clusters Score -4992712 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -4994207.000000 Penalty: 1025.703369
	Iteration 8Q: 3 clusters Score -4994207 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -4994907.500000 Penalty: 1025.703369
	Iteration 9Q: 3 clusters Score -4994908 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
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Mstep: Class 1 contains 17688 members 
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Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 61712 members 
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Mstep: Class 2 contains 62531 members 
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Mstep: Class 2 contains 63370 members 
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Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -5001510.000000 Penalty: 1025.703369
	Iteration 103Q: 3 clusters Score -5001510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -5001512.000000 Penalty: 1025.703369
	Iteration 104Q: 3 clusters Score -5001512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -5001530.000000 Penalty: 1025.703369
	Iteration 105Q: 3 clusters Score -5001530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -5001545.000000 Penalty: 1025.703369
	Iteration 106Q: 3 clusters Score -5001545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -5001568.000000 Penalty: 1025.703369
	Iteration 107Q: 3 clusters Score -5001568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -5001551.500000 Penalty: 1025.703369
	Iteration 108Q: 3 clusters Score -5001552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -5001546.000000 Penalty: 1025.703369
	Iteration 109Q: 3 clusters Score -5001546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -5001550.000000 Penalty: 1025.703369
	Iteration 110Q: 3 clusters Score -5001550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -5001552.500000 Penalty: 1025.703369
	Iteration 111Q: 3 clusters Score -5001552 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -5001570.500000 Penalty: 1025.703369
	Iteration 112Q: 3 clusters Score -5001570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -5001566.000000 Penalty: 1025.703369
	Iteration 113Q: 3 clusters Score -5001566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -5001558.500000 Penalty: 1025.703369
	Iteration 114Q: 3 clusters Score -5001558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -5001604.500000 Penalty: 1025.703369
	Iteration 115Q: 3 clusters Score -5001604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -5001647.500000 Penalty: 1025.703369
	Iteration 116Q: 3 clusters Score -5001648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -5001661.500000 Penalty: 1025.703369
	Iteration 117Q: 3 clusters Score -5001662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -5001694.000000 Penalty: 1025.703369
	Iteration 118Q: 3 clusters Score -5001694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -5001744.500000 Penalty: 1025.703369
	Iteration 119Q: 3 clusters Score -5001744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -5001786.000000 Penalty: 1025.703369
	Iteration 120F: 3 clusters Score -5001786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -5001830.000000 Penalty: 1025.703369
	Iteration 121Q: 3 clusters Score -5001830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -5001879.000000 Penalty: 1025.703369
	Iteration 122Q: 3 clusters Score -5001879 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -5001887.500000 Penalty: 1025.703369
	Iteration 123Q: 3 clusters Score -5001888 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -5001904.500000 Penalty: 1025.703369
	Iteration 124Q: 3 clusters Score -5001904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -5001944.500000 Penalty: 1025.703369
	Iteration 125Q: 3 clusters Score -5001944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -5001960.500000 Penalty: 1025.703369
	Iteration 126Q: 3 clusters Score -5001960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -5001987.000000 Penalty: 1025.703369
	Iteration 127Q: 3 clusters Score -5001987 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -5002036.000000 Penalty: 1025.703369
	Iteration 128Q: 3 clusters Score -5002036 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -5002061.000000 Penalty: 1025.703369
	Iteration 129Q: 3 clusters Score -5002061 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -5002106.500000 Penalty: 1025.703369
	Iteration 130Q: 3 clusters Score -5002106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -5002175.000000 Penalty: 1025.703369
	Iteration 131Q: 3 clusters Score -5002175 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -5002227.500000 Penalty: 1025.703369
	Iteration 132Q: 3 clusters Score -5002228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -5002289.000000 Penalty: 1025.703369
	Iteration 133Q: 3 clusters Score -5002289 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -5002332.500000 Penalty: 1025.703369
	Iteration 134Q: 3 clusters Score -5002332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -5002380.500000 Penalty: 1025.703369
	Iteration 135Q: 3 clusters Score -5002380 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -5002441.000000 Penalty: 1025.703369
	Iteration 136Q: 3 clusters Score -5002441 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -5002455.500000 Penalty: 1025.703369
	Iteration 137Q: 3 clusters Score -5002456 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -5002487.000000 Penalty: 1025.703369
	Iteration 138Q: 3 clusters Score -5002487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -5002524.500000 Penalty: 1025.703369
	Iteration 139Q: 3 clusters Score -5002524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -5002536.500000 Penalty: 1025.703369
	Iteration 140F: 3 clusters Score -5002536 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -5002535.500000 Penalty: 1025.703369
	Iteration 141Q: 3 clusters Score -5002536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -5002534.000000 Penalty: 1025.703369
	Iteration 142Q: 3 clusters Score -5002534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -5002531.000000 Penalty: 1025.703369
	Iteration 143Q: 3 clusters Score -5002531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -5002530.000000 Penalty: 1025.703369
	Iteration 144Q: 3 clusters Score -5002530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -5002541.500000 Penalty: 1025.703369
	Iteration 145Q: 3 clusters Score -5002542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -5002538.000000 Penalty: 1025.703369
	Iteration 146Q: 3 clusters Score -5002538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -5002543.500000 Penalty: 1025.703369
	Iteration 147Q: 3 clusters Score -5002544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -5002550.000000 Penalty: 1025.703369
	Iteration 148Q: 3 clusters Score -5002550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -5002541.500000 Penalty: 1025.703369
	Iteration 149Q: 3 clusters Score -5002542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -5002554.500000 Penalty: 1025.703369
	Iteration 150Q: 3 clusters Score -5002554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -5002544.500000 Penalty: 1025.703369
	Iteration 151Q: 3 clusters Score -5002544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -5002542.000000 Penalty: 1025.703369
	Iteration 152Q: 3 clusters Score -5002542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -5002539.500000 Penalty: 1025.703369
	Iteration 153Q: 3 clusters Score -5002540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -5002536.000000 Penalty: 1025.703369
	Iteration 154Q: 3 clusters Score -5002536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -5002530.000000 Penalty: 1025.703369
	Iteration 155Q: 3 clusters Score -5002530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -5002524.500000 Penalty: 1025.703369
	Iteration 156Q: 3 clusters Score -5002524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -5002523.500000 Penalty: 1025.703369
	Iteration 157Q: 3 clusters Score -5002524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -5002525.500000 Penalty: 1025.703369
	Iteration 158Q: 3 clusters Score -5002526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -5002524.500000 Penalty: 1025.703369
	Iteration 159Q: 3 clusters Score -5002524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -5002520.000000 Penalty: 1025.703369
	Iteration 160F: 3 clusters Score -5002520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -5002527.500000 Penalty: 1025.703369
	Iteration 161Q: 3 clusters Score -5002528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -5002523.000000 Penalty: 1025.703369
	Iteration 162Q: 3 clusters Score -5002523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -5002518.500000 Penalty: 1025.703369
	Iteration 163Q: 3 clusters Score -5002518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -5002509.500000 Penalty: 1025.703369
	Iteration 164Q: 3 clusters Score -5002510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -5002518.000000 Penalty: 1025.703369
	Iteration 165Q: 3 clusters Score -5002518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -5002513.500000 Penalty: 1025.703369
	Iteration 166Q: 3 clusters Score -5002514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -5002512.000000 Penalty: 1025.703369
	Iteration 167Q: 3 clusters Score -5002512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -5002513.500000 Penalty: 1025.703369
	Iteration 168Q: 3 clusters Score -5002514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -5002513.500000 Penalty: 1025.703369
	Iteration 169Q: 3 clusters Score -5002514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -5002505.500000 Penalty: 1025.703369
	Iteration 170Q: 3 clusters Score -5002506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -5002511.500000 Penalty: 1025.703369
	Iteration 171Q: 3 clusters Score -5002512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -5002511.500000 Penalty: 1025.703369
	Iteration 172F: 3 clusters Score -5002512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Entering Unmasked Estep 
Score: -1970816.500000 Penalty: 469.397308
	Iteration 0F: 2 clusters Score -1970816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1950841.125000 Penalty: 938.794617
	Iteration 0F: 3 clusters Score -1950841 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1959474.750000 Penalty: 938.794617
	Iteration 1F: 3 clusters Score -1959475 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1960073.625000 Penalty: 938.794617
	Iteration 2Q: 3 clusters Score -1960074 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1961032.875000 Penalty: 938.794617
	Iteration 3F: 3 clusters Score -1961033 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1962379.125000 Penalty: 938.794617
	Iteration 4F: 3 clusters Score -1962379 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1964110.500000 Penalty: 938.794617
	Iteration 5F: 3 clusters Score -1964110 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1965885.875000 Penalty: 938.794617
	Iteration 6F: 3 clusters Score -1965886 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1967318.750000 Penalty: 938.794617
	Iteration 7F: 3 clusters Score -1967319 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1968302.250000 Penalty: 938.794617
	Iteration 8Q: 3 clusters Score -1968302 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1968935.125000 Penalty: 938.794617
	Iteration 9Q: 3 clusters Score -1968935 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1969378.125000 Penalty: 938.794617
	Iteration 10Q: 3 clusters Score -1969378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1969688.125000 Penalty: 938.794617
	Iteration 11Q: 3 clusters Score -1969688 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1969913.875000 Penalty: 938.794617
	Iteration 12Q: 3 clusters Score -1969914 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1970095.875000 Penalty: 938.794617
	Iteration 13Q: 3 clusters Score -1970096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1970219.875000 Penalty: 938.794617
	Iteration 14Q: 3 clusters Score -1970220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1970295.250000 Penalty: 938.794617
	Iteration 15Q: 3 clusters Score -1970295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1970331.250000 Penalty: 938.794617
	Iteration 16Q: 3 clusters Score -1970331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1970347.500000 Penalty: 938.794617
	Iteration 17Q: 3 clusters Score -1970348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1970360.750000 Penalty: 938.794617
	Iteration 18Q: 3 clusters Score -1970361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1970374.375000 Penalty: 938.794617
	Iteration 19Q: 3 clusters Score -1970374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1970375.625000 Penalty: 938.794617
	Iteration 20F: 3 clusters Score -1970376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1970381.125000 Penalty: 938.794617
	Iteration 21Q: 3 clusters Score -1970381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1970394.625000 Penalty: 938.794617
	Iteration 22Q: 3 clusters Score -1970395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1970397.250000 Penalty: 938.794617
	Iteration 23Q: 3 clusters Score -1970397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1970398.000000 Penalty: 938.794617
	Iteration 24Q: 3 clusters Score -1970398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1970398.000000 Penalty: 938.794617
	Iteration 25F: 3 clusters Score -1970398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Entering Unmasked Estep 
Score: -3915650.750000 Penalty: 504.031921
	Iteration 0F: 2 clusters Score -3915651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3873572.750000 Penalty: 1008.063843
	Iteration 0F: 3 clusters Score -3873573 nChanged 31461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3892657.000000 Penalty: 1008.063843
	Iteration 1F: 3 clusters Score -3892657 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3893660.500000 Penalty: 1008.063843
	Iteration 2Q: 3 clusters Score -3893660 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3894882.750000 Penalty: 1008.063843
	Iteration 3F: 3 clusters Score -3894883 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3896543.000000 Penalty: 1008.063843
	Iteration 4F: 3 clusters Score -3896543 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3899124.000000 Penalty: 1008.063843
	Iteration 5F: 3 clusters Score -3899124 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3902754.250000 Penalty: 1008.063843
	Iteration 6F: 3 clusters Score -3902754 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3906762.000000 Penalty: 1008.063843
	Iteration 7F: 3 clusters Score -3906762 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3910291.500000 Penalty: 1008.063843
	Iteration 8F: 3 clusters Score -3910292 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3912617.750000 Penalty: 1008.063843
	Iteration 9Q: 3 clusters Score -3912618 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3913822.500000 Penalty: 1008.063843
	Iteration 10Q: 3 clusters Score -3913822 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3914347.750000 Penalty: 1008.063843
	Iteration 11Q: 3 clusters Score -3914348 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3914657.000000 Penalty: 1008.063843
	Iteration 12Q: 3 clusters Score -3914657 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3914830.000000 Penalty: 1008.063843
	Iteration 13Q: 3 clusters Score -3914830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3914952.250000 Penalty: 1008.063843
	Iteration 14Q: 3 clusters Score -3914952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3915043.250000 Penalty: 1008.063843
	Iteration 15Q: 3 clusters Score -3915043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3915109.750000 Penalty: 1008.063843
	Iteration 16Q: 3 clusters Score -3915110 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3915145.250000 Penalty: 1008.063843
	Iteration 17Q: 3 clusters Score -3915145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3915177.000000 Penalty: 1008.063843
	Iteration 18Q: 3 clusters Score -3915177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3915185.500000 Penalty: 1008.063843
	Iteration 19Q: 3 clusters Score -3915186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3915205.500000 Penalty: 1008.063843
	Iteration 20F: 3 clusters Score -3915206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3915217.000000 Penalty: 1008.063843
	Iteration 21Q: 3 clusters Score -3915217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3915225.000000 Penalty: 1008.063843
	Iteration 22Q: 3 clusters Score -3915225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3915232.500000 Penalty: 1008.063843
	Iteration 23Q: 3 clusters Score -3915232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3915235.250000 Penalty: 1008.063843
	Iteration 24Q: 3 clusters Score -3915235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3915241.500000 Penalty: 1008.063843
	Iteration 25Q: 3 clusters Score -3915242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3915248.750000 Penalty: 1008.063843
	Iteration 26Q: 3 clusters Score -3915249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3915249.750000 Penalty: 1008.063843
	Iteration 27Q: 3 clusters Score -3915250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3915264.000000 Penalty: 1008.063843
	Iteration 28Q: 3 clusters Score -3915264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3915271.500000 Penalty: 1008.063843
	Iteration 29Q: 3 clusters Score -3915272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3915277.250000 Penalty: 1008.063843
	Iteration 30Q: 3 clusters Score -3915277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3915291.000000 Penalty: 1008.063843
	Iteration 31Q: 3 clusters Score -3915291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3915292.500000 Penalty: 1008.063843
	Iteration 32Q: 3 clusters Score -3915292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3915303.750000 Penalty: 1008.063843
	Iteration 33Q: 3 clusters Score -3915304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3915308.000000 Penalty: 1008.063843
	Iteration 34Q: 3 clusters Score -3915308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3915315.500000 Penalty: 1008.063843
	Iteration 35Q: 3 clusters Score -3915316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3915314.000000 Penalty: 1008.063843
	Iteration 36Q: 3 clusters Score -3915314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3915315.750000 Penalty: 1008.063843
	Iteration 37Q: 3 clusters Score -3915316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3915313.250000 Penalty: 1008.063843
	Iteration 38Q: 3 clusters Score -3915313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3915312.000000 Penalty: 1008.063843
	Iteration 39Q: 3 clusters Score -3915312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3915314.500000 Penalty: 1008.063843
	Iteration 40F: 3 clusters Score -3915314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -130450.289062 Penalty: 353.525940
	Iteration 0F: 2 clusters Score -130450.3 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 1191 members 
Entering Unmasked Estep 
Score: -128767.640625 Penalty: 707.051880
	Iteration 0F: 3 clusters Score -128767.6 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -129406.578125 Penalty: 707.051880
	Iteration 1F: 3 clusters Score -129406.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -129579.195312 Penalty: 707.051880
	Iteration 2F: 3 clusters Score -129579.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -129703.882812 Penalty: 707.051880
	Iteration 3F: 3 clusters Score -129703.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -129810.109375 Penalty: 707.051880
	Iteration 4F: 3 clusters Score -129810.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -129903.671875 Penalty: 707.051880
	Iteration 5F: 3 clusters Score -129903.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -129972.648438 Penalty: 707.051880
	Iteration 6Q: 3 clusters Score -129972.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -130026.890625 Penalty: 707.051880
	Iteration 7Q: 3 clusters Score -130026.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -130071.875000 Penalty: 707.051880
	Iteration 8Q: 3 clusters Score -130071.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -130115.273438 Penalty: 707.051880
	Iteration 9Q: 3 clusters Score -130115.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -130154.609375 Penalty: 707.051880
	Iteration 10Q: 3 clusters Score -130154.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -130185.781250 Penalty: 707.051880
	Iteration 11Q: 3 clusters Score -130185.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -130215.179688 Penalty: 707.051880
	Iteration 12Q: 3 clusters Score -130215.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -130233.890625 Penalty: 707.051880
	Iteration 13Q: 3 clusters Score -130233.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -130250.304688 Penalty: 707.051880
	Iteration 14Q: 3 clusters Score -130250.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -130260.796875 Penalty: 707.051880
	Iteration 15Q: 3 clusters Score -130260.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -130270.359375 Penalty: 707.051880
	Iteration 16Q: 3 clusters Score -130270.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -130280.734375 Penalty: 707.051880
	Iteration 17Q: 3 clusters Score -130280.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -130290.460938 Penalty: 707.051880
	Iteration 18Q: 3 clusters Score -130290.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -130303.601562 Penalty: 707.051880
	Iteration 19Q: 3 clusters Score -130303.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -130312.023438 Penalty: 707.051880
	Iteration 20F: 3 clusters Score -130312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -130314.273438 Penalty: 707.051880
	Iteration 21Q: 3 clusters Score -130314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -130315.914062 Penalty: 707.051880
	Iteration 22Q: 3 clusters Score -130315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -130316.929688 Penalty: 707.051880
	Iteration 23Q: 3 clusters Score -130316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -130318.164062 Penalty: 707.051880
	Iteration 24Q: 3 clusters Score -130318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -130319.546875 Penalty: 707.051880
	Iteration 25Q: 3 clusters Score -130319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -130320.109375 Penalty: 707.051880
	Iteration 26Q: 3 clusters Score -130320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -130320.335938 Penalty: 707.051880
	Iteration 27Q: 3 clusters Score -130320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -130320.851562 Penalty: 707.051880
	Iteration 28Q: 3 clusters Score -130320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -130321.289062 Penalty: 707.051880
	Iteration 29Q: 3 clusters Score -130321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -130321.820312 Penalty: 707.051880
	Iteration 30Q: 3 clusters Score -130321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -130322.492188 Penalty: 707.051880
	Iteration 31Q: 3 clusters Score -130322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -130323.445312 Penalty: 707.051880
	Iteration 32Q: 3 clusters Score -130323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -130325.203125 Penalty: 707.051880
	Iteration 33Q: 3 clusters Score -130325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -130327.437500 Penalty: 707.051880
	Iteration 34Q: 3 clusters Score -130327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -130330.828125 Penalty: 707.051880
	Iteration 35Q: 3 clusters Score -130330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -130334.648438 Penalty: 707.051880
	Iteration 36Q: 3 clusters Score -130334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -130339.804688 Penalty: 707.051880
	Iteration 37Q: 3 clusters Score -130339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -130342.375000 Penalty: 707.051880
	Iteration 38Q: 3 clusters Score -130342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -130344.554688 Penalty: 707.051880
	Iteration 39Q: 3 clusters Score -130344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -130345.890625 Penalty: 707.051880
	Iteration 40F: 3 clusters Score -130345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -130348.054688 Penalty: 707.051880
	Iteration 41Q: 3 clusters Score -130348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -130351.671875 Penalty: 707.051880
	Iteration 42Q: 3 clusters Score -130351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -130353.625000 Penalty: 707.051880
	Iteration 43Q: 3 clusters Score -130353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -130354.335938 Penalty: 707.051880
	Iteration 44Q: 3 clusters Score -130354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -130354.453125 Penalty: 707.051880
	Iteration 45Q: 3 clusters Score -130354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -130354.578125 Penalty: 707.051880
	Iteration 46Q: 3 clusters Score -130354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -130355.000000 Penalty: 707.051880
	Iteration 47Q: 3 clusters Score -130355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -130354.984375 Penalty: 707.051880
	Iteration 48Q: 3 clusters Score -130355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -130354.984375 Penalty: 707.051880
	Iteration 49F: 3 clusters Score -130355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Entering Unmasked Estep 
Score: -2929083.000000 Penalty: 487.054840
	Iteration 0F: 2 clusters Score -2929083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2901042.000000 Penalty: 974.109680
	Iteration 0F: 3 clusters Score -2901042 nChanged 21607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2913853.000000 Penalty: 974.109680
	Iteration 1F: 3 clusters Score -2913853 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2914825.250000 Penalty: 974.109680
	Iteration 2F: 3 clusters Score -2914825 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -2916605.250000 Penalty: 974.109680
	Iteration 3F: 3 clusters Score -2916605 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -2919559.000000 Penalty: 974.109680
	Iteration 4F: 3 clusters Score -2919559 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -2923529.000000 Penalty: 974.109680
	Iteration 5F: 3 clusters Score -2923529 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -2926371.500000 Penalty: 974.109680
	Iteration 6F: 3 clusters Score -2926372 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -2927776.000000 Penalty: 974.109680
	Iteration 7Q: 3 clusters Score -2927776 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -2928306.250000 Penalty: 974.109680
	Iteration 8Q: 3 clusters Score -2928306 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -2928507.500000 Penalty: 974.109680
	Iteration 9Q: 3 clusters Score -2928508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -2928605.000000 Penalty: 974.109680
	Iteration 10Q: 3 clusters Score -2928605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -2928635.000000 Penalty: 974.109680
	Iteration 11Q: 3 clusters Score -2928635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -2928648.750000 Penalty: 974.109680
	Iteration 12Q: 3 clusters Score -2928649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -2928659.250000 Penalty: 974.109680
	Iteration 13Q: 3 clusters Score -2928659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -2928665.500000 Penalty: 974.109680
	Iteration 14Q: 3 clusters Score -2928666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -2928673.000000 Penalty: 974.109680
	Iteration 15Q: 3 clusters Score -2928673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -2928675.250000 Penalty: 974.109680
	Iteration 16Q: 3 clusters Score -2928675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -2928674.000000 Penalty: 974.109680
	Iteration 17Q: 3 clusters Score -2928674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -2928675.250000 Penalty: 974.109680
	Iteration 18Q: 3 clusters Score -2928675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -2928675.250000 Penalty: 974.109680
	Iteration 19F: 3 clusters Score -2928675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -113234.070312 Penalty: 341.474854
	Iteration 0F: 2 clusters Score -113234.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -111899.453125 Penalty: 682.949707
	Iteration 0F: 3 clusters Score -111899.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -112369.500000 Penalty: 682.949707
	Iteration 1F: 3 clusters Score -112369.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -112478.656250 Penalty: 682.949707
	Iteration 2F: 3 clusters Score -112478.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112587.406250 Penalty: 682.949707
	Iteration 3F: 3 clusters Score -112587.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112677.250000 Penalty: 682.949707
	Iteration 4F: 3 clusters Score -112677.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112749.062500 Penalty: 682.949707
	Iteration 5F: 3 clusters Score -112749.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112807.882812 Penalty: 682.949707
	Iteration 6Q: 3 clusters Score -112807.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112851.421875 Penalty: 682.949707
	Iteration 7Q: 3 clusters Score -112851.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112875.843750 Penalty: 682.949707
	Iteration 8Q: 3 clusters Score -112875.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112892.820312 Penalty: 682.949707
	Iteration 9Q: 3 clusters Score -112892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -112911.921875 Penalty: 682.949707
	Iteration 10Q: 3 clusters Score -112911.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112932.023438 Penalty: 682.949707
	Iteration 11Q: 3 clusters Score -112932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112944.609375 Penalty: 682.949707
	Iteration 12Q: 3 clusters Score -112944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -112950.226562 Penalty: 682.949707
	Iteration 13Q: 3 clusters Score -112950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -112953.437500 Penalty: 682.949707
	Iteration 14Q: 3 clusters Score -112953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -112956.000000 Penalty: 682.949707
	Iteration 15Q: 3 clusters Score -112956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -112956.687500 Penalty: 682.949707
	Iteration 16Q: 3 clusters Score -112956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -112958.617188 Penalty: 682.949707
	Iteration 17Q: 3 clusters Score -112958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -112960.484375 Penalty: 682.949707
	Iteration 18Q: 3 clusters Score -112960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -112961.460938 Penalty: 682.949707
	Iteration 19Q: 3 clusters Score -112961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -112962.468750 Penalty: 682.949707
	Iteration 20F: 3 clusters Score -112962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -112965.937500 Penalty: 682.949707
	Iteration 21Q: 3 clusters Score -112965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -112971.781250 Penalty: 682.949707
	Iteration 22Q: 3 clusters Score -112971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -112980.070312 Penalty: 682.949707
	Iteration 23Q: 3 clusters Score -112980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -112982.234375 Penalty: 682.949707
	Iteration 24Q: 3 clusters Score -112982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -112984.796875 Penalty: 682.949707
	Iteration 25Q: 3 clusters Score -112984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -112986.671875 Penalty: 682.949707
	Iteration 26Q: 3 clusters Score -112986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -112987.171875 Penalty: 682.949707
	Iteration 27Q: 3 clusters Score -112987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -112987.171875 Penalty: 682.949707
	Iteration 28F: 3 clusters Score -112987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Entering Unmasked Estep 
Score: -1056130.875000 Penalty: 440.492615
	Iteration 0F: 2 clusters Score -1056131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1045495.562500 Penalty: 880.985229
	Iteration 0F: 3 clusters Score -1045496 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1049945.125000 Penalty: 880.985229
	Iteration 1F: 3 clusters Score -1049945 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1050209.875000 Penalty: 880.985229
	Iteration 2Q: 3 clusters Score -1050210 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1050579.625000 Penalty: 880.985229
	Iteration 3Q: 3 clusters Score -1050580 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1051182.125000 Penalty: 880.985229
	Iteration 4F: 3 clusters Score -1051182 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1052099.250000 Penalty: 880.985229
	Iteration 5F: 3 clusters Score -1052099 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1053168.250000 Penalty: 880.985229
	Iteration 6F: 3 clusters Score -1053168 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1054014.250000 Penalty: 880.985229
	Iteration 7F: 3 clusters Score -1054014 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1054525.500000 Penalty: 880.985229
	Iteration 8Q: 3 clusters Score -1054526 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1054821.875000 Penalty: 880.985229
	Iteration 9Q: 3 clusters Score -1054822 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1055028.250000 Penalty: 880.985229
	Iteration 10Q: 3 clusters Score -1055028 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1055180.250000 Penalty: 880.985229
	Iteration 11Q: 3 clusters Score -1055180 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1055280.500000 Penalty: 880.985229
	Iteration 12Q: 3 clusters Score -1055280 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1055341.625000 Penalty: 880.985229
	Iteration 13Q: 3 clusters Score -1055342 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1055376.750000 Penalty: 880.985229
	Iteration 14Q: 3 clusters Score -1055377 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1055393.250000 Penalty: 880.985229
	Iteration 15Q: 3 clusters Score -1055393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1055412.000000 Penalty: 880.985229
	Iteration 16Q: 3 clusters Score -1055412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1055430.375000 Penalty: 880.985229
	Iteration 17Q: 3 clusters Score -1055430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1055440.000000 Penalty: 880.985229
	Iteration 18Q: 3 clusters Score -1055440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1055450.375000 Penalty: 880.985229
	Iteration 19Q: 3 clusters Score -1055450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1055456.750000 Penalty: 880.985229
	Iteration 20F: 3 clusters Score -1055457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1055458.875000 Penalty: 880.985229
	Iteration 21Q: 3 clusters Score -1055459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1055461.625000 Penalty: 880.985229
	Iteration 22Q: 3 clusters Score -1055462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1055466.000000 Penalty: 880.985229
	Iteration 23Q: 3 clusters Score -1055466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1055470.500000 Penalty: 880.985229
	Iteration 24Q: 3 clusters Score -1055470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1055469.375000 Penalty: 880.985229
	Iteration 25Q: 3 clusters Score -1055469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1055470.250000 Penalty: 880.985229
	Iteration 26Q: 3 clusters Score -1055470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1055470.750000 Penalty: 880.985229
	Iteration 27Q: 3 clusters Score -1055471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1055471.875000 Penalty: 880.985229
	Iteration 28Q: 3 clusters Score -1055472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1055476.125000 Penalty: 880.985229
	Iteration 29Q: 3 clusters Score -1055476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1055475.125000 Penalty: 880.985229
	Iteration 30Q: 3 clusters Score -1055475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1055475.000000 Penalty: 880.985229
	Iteration 31Q: 3 clusters Score -1055475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1055479.875000 Penalty: 880.985229
	Iteration 32Q: 3 clusters Score -1055480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1055484.250000 Penalty: 880.985229
	Iteration 33Q: 3 clusters Score -1055484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1055488.375000 Penalty: 880.985229
	Iteration 34Q: 3 clusters Score -1055488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1055493.875000 Penalty: 880.985229
	Iteration 35Q: 3 clusters Score -1055494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1055497.875000 Penalty: 880.985229
	Iteration 36Q: 3 clusters Score -1055498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1055501.750000 Penalty: 880.985229
	Iteration 37Q: 3 clusters Score -1055502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1055505.500000 Penalty: 880.985229
	Iteration 38Q: 3 clusters Score -1055506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1055505.875000 Penalty: 880.985229
	Iteration 39Q: 3 clusters Score -1055506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1055508.625000 Penalty: 880.985229
	Iteration 40F: 3 clusters Score -1055509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1055514.375000 Penalty: 880.985229
	Iteration 41Q: 3 clusters Score -1055514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1055514.000000 Penalty: 880.985229
	Iteration 42Q: 3 clusters Score -1055514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1055515.125000 Penalty: 880.985229
	Iteration 43Q: 3 clusters Score -1055515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1055515.875000 Penalty: 880.985229
	Iteration 44Q: 3 clusters Score -1055516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1055518.125000 Penalty: 880.985229
	Iteration 45Q: 3 clusters Score -1055518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1055521.125000 Penalty: 880.985229
	Iteration 46Q: 3 clusters Score -1055521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1055521.375000 Penalty: 880.985229
	Iteration 47Q: 3 clusters Score -1055521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1055522.750000 Penalty: 880.985229
	Iteration 48Q: 3 clusters Score -1055523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1055522.375000 Penalty: 880.985229
	Iteration 49Q: 3 clusters Score -1055522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1055524.125000 Penalty: 880.985229
	Iteration 50Q: 3 clusters Score -1055524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1055525.500000 Penalty: 880.985229
	Iteration 51Q: 3 clusters Score -1055526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1055522.375000 Penalty: 880.985229
	Iteration 52Q: 3 clusters Score -1055522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1055522.375000 Penalty: 880.985229
	Iteration 53Q: 3 clusters Score -1055522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1055524.375000 Penalty: 880.985229
	Iteration 54Q: 3 clusters Score -1055524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1055525.625000 Penalty: 880.985229
	Iteration 55Q: 3 clusters Score -1055526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1055525.000000 Penalty: 880.985229
	Iteration 56Q: 3 clusters Score -1055525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1055524.500000 Penalty: 880.985229
	Iteration 57Q: 3 clusters Score -1055524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1055526.375000 Penalty: 880.985229
	Iteration 58Q: 3 clusters Score -1055526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1055525.500000 Penalty: 880.985229
	Iteration 59Q: 3 clusters Score -1055526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1055527.875000 Penalty: 880.985229
	Iteration 60F: 3 clusters Score -1055528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1055529.000000 Penalty: 880.985229
	Iteration 61Q: 3 clusters Score -1055529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1055530.750000 Penalty: 880.985229
	Iteration 62Q: 3 clusters Score -1055531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1055527.625000 Penalty: 880.985229
	Iteration 63Q: 3 clusters Score -1055528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1055528.500000 Penalty: 880.985229
	Iteration 64Q: 3 clusters Score -1055528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1055529.000000 Penalty: 880.985229
	Iteration 65Q: 3 clusters Score -1055529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1055529.250000 Penalty: 880.985229
	Iteration 66Q: 3 clusters Score -1055529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1055529.250000 Penalty: 880.985229
	Iteration 67F: 3 clusters Score -1055529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47060.890625 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47060.89 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47318.699219 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47318.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47409.714844 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47409.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47502.500000 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47502.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47560.007812 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -47560.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47590.503906 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47590.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47616.933594 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47616.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47647.183594 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47647.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47665.082031 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47665.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47668.671875 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47668.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47677.347656 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47677.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47680.722656 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47680.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47683.519531 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47683.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47684.429688 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47684.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47685.101562 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47685.738281 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -47685.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47686.050781 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -47686.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47686.519531 Penalty: 622.781250
	Iteration 17Q: 3 clusters Score -47686.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47687.359375 Penalty: 622.781250
	Iteration 18Q: 3 clusters Score -47687.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47687.359375 Penalty: 622.781250
	Iteration 19F: 3 clusters Score -47687.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -447346.343750 Penalty: 405.713257
	Iteration 0F: 2 clusters Score -447346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -442393.375000 Penalty: 811.426514
	Iteration 0F: 3 clusters Score -442393.4 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -444384.000000 Penalty: 811.426514
	Iteration 1F: 3 clusters Score -444384 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -444723.406250 Penalty: 811.426514
	Iteration 2F: 3 clusters Score -444723.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -445047.406250 Penalty: 811.426514
	Iteration 3F: 3 clusters Score -445047.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -445373.593750 Penalty: 811.426514
	Iteration 4F: 3 clusters Score -445373.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -445656.218750 Penalty: 811.426514
	Iteration 5F: 3 clusters Score -445656.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -445850.656250 Penalty: 811.426514
	Iteration 6Q: 3 clusters Score -445850.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -446002.718750 Penalty: 811.426514
	Iteration 7Q: 3 clusters Score -446002.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -446118.468750 Penalty: 811.426514
	Iteration 8Q: 3 clusters Score -446118.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -446206.031250 Penalty: 811.426514
	Iteration 9Q: 3 clusters Score -446206 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -446301.781250 Penalty: 811.426514
	Iteration 10Q: 3 clusters Score -446301.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -446388.937500 Penalty: 811.426514
	Iteration 11Q: 3 clusters Score -446388.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -446480.375000 Penalty: 811.426514
	Iteration 12Q: 3 clusters Score -446480.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -446568.687500 Penalty: 811.426514
	Iteration 13Q: 3 clusters Score -446568.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -446636.562500 Penalty: 811.426514
	Iteration 14Q: 3 clusters Score -446636.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -446702.687500 Penalty: 811.426514
	Iteration 15Q: 3 clusters Score -446702.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -446754.593750 Penalty: 811.426514
	Iteration 16Q: 3 clusters Score -446754.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -446802.000000 Penalty: 811.426514
	Iteration 17Q: 3 clusters Score -446802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -446839.531250 Penalty: 811.426514
	Iteration 18Q: 3 clusters Score -446839.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -446879.906250 Penalty: 811.426514
	Iteration 19Q: 3 clusters Score -446879.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -446920.687500 Penalty: 811.426514
	Iteration 20F: 3 clusters Score -446920.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -446944.187500 Penalty: 811.426514
	Iteration 21Q: 3 clusters Score -446944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -446962.125000 Penalty: 811.426514
	Iteration 22Q: 3 clusters Score -446962.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -446977.375000 Penalty: 811.426514
	Iteration 23Q: 3 clusters Score -446977.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -446983.625000 Penalty: 811.426514
	Iteration 24Q: 3 clusters Score -446983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -446987.437500 Penalty: 811.426514
	Iteration 25Q: 3 clusters Score -446987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -446989.687500 Penalty: 811.426514
	Iteration 26Q: 3 clusters Score -446989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -446992.968750 Penalty: 811.426514
	Iteration 27Q: 3 clusters Score -446993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -446999.343750 Penalty: 811.426514
	Iteration 28Q: 3 clusters Score -446999.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -447004.312500 Penalty: 811.426514
	Iteration 29Q: 3 clusters Score -447004.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -447008.125000 Penalty: 811.426514
	Iteration 30Q: 3 clusters Score -447008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -447009.937500 Penalty: 811.426514
	Iteration 31Q: 3 clusters Score -447009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -447012.343750 Penalty: 811.426514
	Iteration 32Q: 3 clusters Score -447012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -447013.531250 Penalty: 811.426514
	Iteration 33Q: 3 clusters Score -447013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -447014.218750 Penalty: 811.426514
	Iteration 34Q: 3 clusters Score -447014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -447015.750000 Penalty: 811.426514
	Iteration 35Q: 3 clusters Score -447015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -447017.718750 Penalty: 811.426514
	Iteration 36Q: 3 clusters Score -447017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -447018.812500 Penalty: 811.426514
	Iteration 37Q: 3 clusters Score -447018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -447021.687500 Penalty: 811.426514
	Iteration 38Q: 3 clusters Score -447021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -447024.375000 Penalty: 811.426514
	Iteration 39Q: 3 clusters Score -447024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -447027.468750 Penalty: 811.426514
	Iteration 40F: 3 clusters Score -447027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -447027.437500 Penalty: 811.426514
	Iteration 41Q: 3 clusters Score -447027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -447027.437500 Penalty: 811.426514
	Iteration 42F: 3 clusters Score -447027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -58922.511719 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -58922.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58172.816406 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -58172.82 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58367.167969 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -58367.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -58420.769531 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -58420.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58459.347656 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -58459.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -58488.652344 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -58488.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -58524.347656 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -58524.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58569.578125 Penalty: 620.720764
	Iteration 6F: 3 clusters Score -58569.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58606.710938 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -58606.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58651.921875 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -58651.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58697.300781 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -58697.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -58740.460938 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -58740.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58782.453125 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -58782.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -58808.375000 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -58808.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -58822.738281 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -58822.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58827.539062 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -58827.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58827.558594 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -58827.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58827.558594 Penalty: 620.720764
	Iteration 16F: 3 clusters Score -58827.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Entering Unmasked Estep 
Score: -569410.687500 Penalty: 412.650330
	Iteration 0F: 2 clusters Score -569410.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -563694.312500 Penalty: 825.300659
	Iteration 0F: 3 clusters Score -563694.3 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -566261.875000 Penalty: 825.300659
	Iteration 1F: 3 clusters Score -566261.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -566667.562500 Penalty: 825.300659
	Iteration 2F: 3 clusters Score -566667.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -567167.062500 Penalty: 825.300659
	Iteration 3F: 3 clusters Score -567167.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -567660.937500 Penalty: 825.300659
	Iteration 4F: 3 clusters Score -567660.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -568023.437500 Penalty: 825.300659
	Iteration 5F: 3 clusters Score -568023.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -568266.625000 Penalty: 825.300659
	Iteration 6Q: 3 clusters Score -568266.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -568412.250000 Penalty: 825.300659
	Iteration 7Q: 3 clusters Score -568412.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -568518.375000 Penalty: 825.300659
	Iteration 8Q: 3 clusters Score -568518.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -568592.500000 Penalty: 825.300659
	Iteration 9Q: 3 clusters Score -568592.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -568646.500000 Penalty: 825.300659
	Iteration 10Q: 3 clusters Score -568646.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -568693.687500 Penalty: 825.300659
	Iteration 11Q: 3 clusters Score -568693.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -568749.750000 Penalty: 825.300659
	Iteration 12Q: 3 clusters Score -568749.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -568786.250000 Penalty: 825.300659
	Iteration 13Q: 3 clusters Score -568786.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -568810.250000 Penalty: 825.300659
	Iteration 14Q: 3 clusters Score -568810.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -568825.250000 Penalty: 825.300659
	Iteration 15Q: 3 clusters Score -568825.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -568836.125000 Penalty: 825.300659
	Iteration 16Q: 3 clusters Score -568836.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -568847.312500 Penalty: 825.300659
	Iteration 17Q: 3 clusters Score -568847.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -568857.812500 Penalty: 825.300659
	Iteration 18Q: 3 clusters Score -568857.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -568871.625000 Penalty: 825.300659
	Iteration 19Q: 3 clusters Score -568871.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -568889.187500 Penalty: 825.300659
	Iteration 20F: 3 clusters Score -568889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -568899.500000 Penalty: 825.300659
	Iteration 21Q: 3 clusters Score -568899.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -568911.625000 Penalty: 825.300659
	Iteration 22Q: 3 clusters Score -568911.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -568923.250000 Penalty: 825.300659
	Iteration 23Q: 3 clusters Score -568923.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -568935.500000 Penalty: 825.300659
	Iteration 24Q: 3 clusters Score -568935.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -568946.375000 Penalty: 825.300659
	Iteration 25Q: 3 clusters Score -568946.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -568959.062500 Penalty: 825.300659
	Iteration 26Q: 3 clusters Score -568959.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -568973.250000 Penalty: 825.300659
	Iteration 27Q: 3 clusters Score -568973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -568978.562500 Penalty: 825.300659
	Iteration 28Q: 3 clusters Score -568978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -568983.812500 Penalty: 825.300659
	Iteration 29Q: 3 clusters Score -568983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -568987.125000 Penalty: 825.300659
	Iteration 30Q: 3 clusters Score -568987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -568990.812500 Penalty: 825.300659
	Iteration 31Q: 3 clusters Score -568990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -568997.937500 Penalty: 825.300659
	Iteration 32Q: 3 clusters Score -568997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -569008.187500 Penalty: 825.300659
	Iteration 33Q: 3 clusters Score -569008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -569012.625000 Penalty: 825.300659
	Iteration 34Q: 3 clusters Score -569012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -569013.937500 Penalty: 825.300659
	Iteration 35Q: 3 clusters Score -569013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -569019.500000 Penalty: 825.300659
	Iteration 36Q: 3 clusters Score -569019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -569020.875000 Penalty: 825.300659
	Iteration 37Q: 3 clusters Score -569020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -569022.125000 Penalty: 825.300659
	Iteration 38Q: 3 clusters Score -569022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -569022.625000 Penalty: 825.300659
	Iteration 39Q: 3 clusters Score -569022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -569022.875000 Penalty: 825.300659
	Iteration 40F: 3 clusters Score -569022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -346868.312500 Penalty: 394.566925
	Iteration 0F: 2 clusters Score -346868.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -342988.031250 Penalty: 789.133850
	Iteration 0F: 3 clusters Score -342988 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -344386.156250 Penalty: 789.133850
	Iteration 1F: 3 clusters Score -344386.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -344506.781250 Penalty: 789.133850
	Iteration 2F: 3 clusters Score -344506.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -344657.093750 Penalty: 789.133850
	Iteration 3F: 3 clusters Score -344657.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -344841.187500 Penalty: 789.133850
	Iteration 4F: 3 clusters Score -344841.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -345088.843750 Penalty: 789.133850
	Iteration 5F: 3 clusters Score -345088.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -345359.562500 Penalty: 789.133850
	Iteration 6F: 3 clusters Score -345359.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -345571.406250 Penalty: 789.133850
	Iteration 7F: 3 clusters Score -345571.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -345745.218750 Penalty: 789.133850
	Iteration 8Q: 3 clusters Score -345745.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -345886.406250 Penalty: 789.133850
	Iteration 9Q: 3 clusters Score -345886.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -345985.031250 Penalty: 789.133850
	Iteration 10Q: 3 clusters Score -345985 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -346047.625000 Penalty: 789.133850
	Iteration 11Q: 3 clusters Score -346047.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -346098.031250 Penalty: 789.133850
	Iteration 12Q: 3 clusters Score -346098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -346158.156250 Penalty: 789.133850
	Iteration 13Q: 3 clusters Score -346158.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -346223.625000 Penalty: 789.133850
	Iteration 14Q: 3 clusters Score -346223.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -346283.375000 Penalty: 789.133850
	Iteration 15Q: 3 clusters Score -346283.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -346337.625000 Penalty: 789.133850
	Iteration 16Q: 3 clusters Score -346337.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -346383.625000 Penalty: 789.133850
	Iteration 17Q: 3 clusters Score -346383.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -346414.281250 Penalty: 789.133850
	Iteration 18Q: 3 clusters Score -346414.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -346440.093750 Penalty: 789.133850
	Iteration 19Q: 3 clusters Score -346440.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -346467.468750 Penalty: 789.133850
	Iteration 20F: 3 clusters Score -346467.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -346479.906250 Penalty: 789.133850
	Iteration 21Q: 3 clusters Score -346479.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -346493.187500 Penalty: 789.133850
	Iteration 22Q: 3 clusters Score -346493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -346499.218750 Penalty: 789.133850
	Iteration 23Q: 3 clusters Score -346499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -346507.375000 Penalty: 789.133850
	Iteration 24Q: 3 clusters Score -346507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -346512.125000 Penalty: 789.133850
	Iteration 25Q: 3 clusters Score -346512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -346517.343750 Penalty: 789.133850
	Iteration 26Q: 3 clusters Score -346517.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -346524.500000 Penalty: 789.133850
	Iteration 27Q: 3 clusters Score -346524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -346527.062500 Penalty: 789.133850
	Iteration 28Q: 3 clusters Score -346527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -346529.187500 Penalty: 789.133850
	Iteration 29Q: 3 clusters Score -346529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -346530.500000 Penalty: 789.133850
	Iteration 30Q: 3 clusters Score -346530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -346530.875000 Penalty: 789.133850
	Iteration 31Q: 3 clusters Score -346530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -346532.156250 Penalty: 789.133850
	Iteration 32Q: 3 clusters Score -346532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -346533.437500 Penalty: 789.133850
	Iteration 33Q: 3 clusters Score -346533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -346534.000000 Penalty: 789.133850
	Iteration 34Q: 3 clusters Score -346534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -346536.031250 Penalty: 789.133850
	Iteration 35Q: 3 clusters Score -346536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -346536.375000 Penalty: 789.133850
	Iteration 36Q: 3 clusters Score -346536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -346536.375000 Penalty: 789.133850
	Iteration 37F: 3 clusters Score -346536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93354 members 
Entering Unmasked Estep 
Score: -5806134.500000 Penalty: 520.708984
	Iteration 0F: 2 clusters Score -5806134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -5752855.500000 Penalty: 1041.417969
	Iteration 0F: 3 clusters Score -5752856 nChanged 45740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -5780582.000000 Penalty: 1041.417969
	Iteration 1F: 3 clusters Score -5780582 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5781755.000000 Penalty: 1041.417969
	Iteration 2Q: 3 clusters Score -5781755 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5783628.000000 Penalty: 1041.417969
	Iteration 3Q: 3 clusters Score -5783628 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5786510.000000 Penalty: 1041.417969
	Iteration 4F: 3 clusters Score -5786510 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5790820.000000 Penalty: 1041.417969
	Iteration 5F: 3 clusters Score -5790820 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5795980.000000 Penalty: 1041.417969
	Iteration 6F: 3 clusters Score -5795980 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5799889.000000 Penalty: 1041.417969
	Iteration 7F: 3 clusters Score -5799889 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5801648.000000 Penalty: 1041.417969
	Iteration 8Q: 3 clusters Score -5801648 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -5802439.500000 Penalty: 1041.417969
	Iteration 9Q: 3 clusters Score -5802440 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -5802987.000000 Penalty: 1041.417969
	Iteration 10Q: 3 clusters Score -5802987 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5803495.000000 Penalty: 1041.417969
	Iteration 11Q: 3 clusters Score -5803495 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5804016.000000 Penalty: 1041.417969
	Iteration 12Q: 3 clusters Score -5804016 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5804627.000000 Penalty: 1041.417969
	Iteration 13Q: 3 clusters Score -5804627 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5805131.500000 Penalty: 1041.417969
	Iteration 14Q: 3 clusters Score -5805132 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -5805447.500000 Penalty: 1041.417969
	Iteration 15Q: 3 clusters Score -5805448 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5805701.500000 Penalty: 1041.417969
	Iteration 16Q: 3 clusters Score -5805702 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5805800.000000 Penalty: 1041.417969
	Iteration 17Q: 3 clusters Score -5805800 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5805793.000000 Penalty: 1041.417969
	Iteration 18Q: 3 clusters Score -5805793 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5805688.000000 Penalty: 1041.417969
	Iteration 19Q: 3 clusters Score -5805688 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -5805543.500000 Penalty: 1041.417969
	Iteration 20F: 3 clusters Score -5805544 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -5805392.000000 Penalty: 1041.417969
	Iteration 21Q: 3 clusters Score -5805392 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5805261.500000 Penalty: 1041.417969
	Iteration 22Q: 3 clusters Score -5805262 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -5805196.000000 Penalty: 1041.417969
	Iteration 23Q: 3 clusters Score -5805196 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5805101.000000 Penalty: 1041.417969
	Iteration 24Q: 3 clusters Score -5805101 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -5805032.500000 Penalty: 1041.417969
	Iteration 25Q: 3 clusters Score -5805032 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -5804992.500000 Penalty: 1041.417969
	Iteration 26Q: 3 clusters Score -5804992 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -5805048.500000 Penalty: 1041.417969
	Iteration 27Q: 3 clusters Score -5805048 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5805019.500000 Penalty: 1041.417969
	Iteration 28Q: 3 clusters Score -5805020 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -5804993.000000 Penalty: 1041.417969
	Iteration 29Q: 3 clusters Score -5804993 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5805037.000000 Penalty: 1041.417969
	Iteration 30Q: 3 clusters Score -5805037 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -5804997.000000 Penalty: 1041.417969
	Iteration 31Q: 3 clusters Score -5804997 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -5804927.500000 Penalty: 1041.417969
	Iteration 32Q: 3 clusters Score -5804928 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5804927.500000 Penalty: 1041.417969
	Iteration 33Q: 3 clusters Score -5804928 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5804947.500000 Penalty: 1041.417969
	Iteration 34Q: 3 clusters Score -5804948 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5804980.000000 Penalty: 1041.417969
	Iteration 35Q: 3 clusters Score -5804980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5804992.000000 Penalty: 1041.417969
	Iteration 36Q: 3 clusters Score -5804992 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -5805010.500000 Penalty: 1041.417969
	Iteration 37Q: 3 clusters Score -5805010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5805090.000000 Penalty: 1041.417969
	Iteration 38Q: 3 clusters Score -5805090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5805153.000000 Penalty: 1041.417969
	Iteration 39Q: 3 clusters Score -5805153 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5805181.000000 Penalty: 1041.417969
	Iteration 40F: 3 clusters Score -5805181 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5805135.500000 Penalty: 1041.417969
	Iteration 41Q: 3 clusters Score -5805136 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5805151.500000 Penalty: 1041.417969
	Iteration 42Q: 3 clusters Score -5805152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5805198.500000 Penalty: 1041.417969
	Iteration 43Q: 3 clusters Score -5805198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5805270.500000 Penalty: 1041.417969
	Iteration 44Q: 3 clusters Score -5805270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5805282.000000 Penalty: 1041.417969
	Iteration 45Q: 3 clusters Score -5805282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5805345.000000 Penalty: 1041.417969
	Iteration 46Q: 3 clusters Score -5805345 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5805367.500000 Penalty: 1041.417969
	Iteration 47Q: 3 clusters Score -5805368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5805349.500000 Penalty: 1041.417969
	Iteration 48Q: 3 clusters Score -5805350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5805353.500000 Penalty: 1041.417969
	Iteration 49Q: 3 clusters Score -5805354 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5805411.500000 Penalty: 1041.417969
	Iteration 50Q: 3 clusters Score -5805412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5805476.000000 Penalty: 1041.417969
	Iteration 51Q: 3 clusters Score -5805476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5805444.000000 Penalty: 1041.417969
	Iteration 52Q: 3 clusters Score -5805444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5805471.000000 Penalty: 1041.417969
	Iteration 53Q: 3 clusters Score -5805471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5805482.500000 Penalty: 1041.417969
	Iteration 54Q: 3 clusters Score -5805482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5805462.500000 Penalty: 1041.417969
	Iteration 55Q: 3 clusters Score -5805462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5805451.500000 Penalty: 1041.417969
	Iteration 56Q: 3 clusters Score -5805452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5805467.500000 Penalty: 1041.417969
	Iteration 57Q: 3 clusters Score -5805468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5805491.500000 Penalty: 1041.417969
	Iteration 58Q: 3 clusters Score -5805492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5805519.000000 Penalty: 1041.417969
	Iteration 59Q: 3 clusters Score -5805519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5805545.000000 Penalty: 1041.417969
	Iteration 60F: 3 clusters Score -5805545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5805573.500000 Penalty: 1041.417969
	Iteration 61Q: 3 clusters Score -5805574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5805601.500000 Penalty: 1041.417969
	Iteration 62Q: 3 clusters Score -5805602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5805615.000000 Penalty: 1041.417969
	Iteration 63Q: 3 clusters Score -5805615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5805618.000000 Penalty: 1041.417969
	Iteration 64Q: 3 clusters Score -5805618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5805621.000000 Penalty: 1041.417969
	Iteration 65Q: 3 clusters Score -5805621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5805635.000000 Penalty: 1041.417969
	Iteration 66Q: 3 clusters Score -5805635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5805673.000000 Penalty: 1041.417969
	Iteration 67Q: 3 clusters Score -5805673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5805680.000000 Penalty: 1041.417969
	Iteration 68Q: 3 clusters Score -5805680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5805680.500000 Penalty: 1041.417969
	Iteration 69Q: 3 clusters Score -5805680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5805671.000000 Penalty: 1041.417969
	Iteration 70Q: 3 clusters Score -5805671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5805693.000000 Penalty: 1041.417969
	Iteration 71Q: 3 clusters Score -5805693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5805694.000000 Penalty: 1041.417969
	Iteration 72Q: 3 clusters Score -5805694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5805693.000000 Penalty: 1041.417969
	Iteration 73Q: 3 clusters Score -5805693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5805703.500000 Penalty: 1041.417969
	Iteration 74Q: 3 clusters Score -5805704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5805750.000000 Penalty: 1041.417969
	Iteration 75Q: 3 clusters Score -5805750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5805763.500000 Penalty: 1041.417969
	Iteration 76Q: 3 clusters Score -5805764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5805781.000000 Penalty: 1041.417969
	Iteration 77Q: 3 clusters Score -5805781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5805789.500000 Penalty: 1041.417969
	Iteration 78Q: 3 clusters Score -5805790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5805802.000000 Penalty: 1041.417969
	Iteration 79Q: 3 clusters Score -5805802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5805781.000000 Penalty: 1041.417969
	Iteration 80F: 3 clusters Score -5805781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5805790.000000 Penalty: 1041.417969
	Iteration 81Q: 3 clusters Score -5805790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5805792.000000 Penalty: 1041.417969
	Iteration 82Q: 3 clusters Score -5805792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5805816.000000 Penalty: 1041.417969
	Iteration 83Q: 3 clusters Score -5805816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5805848.500000 Penalty: 1041.417969
	Iteration 84Q: 3 clusters Score -5805848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5805871.500000 Penalty: 1041.417969
	Iteration 85Q: 3 clusters Score -5805872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5805853.500000 Penalty: 1041.417969
	Iteration 86Q: 3 clusters Score -5805854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5805851.000000 Penalty: 1041.417969
	Iteration 87Q: 3 clusters Score -5805851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5805853.000000 Penalty: 1041.417969
	Iteration 88Q: 3 clusters Score -5805853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5805853.500000 Penalty: 1041.417969
	Iteration 89Q: 3 clusters Score -5805854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5805852.500000 Penalty: 1041.417969
	Iteration 90Q: 3 clusters Score -5805852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5805838.000000 Penalty: 1041.417969
	Iteration 91Q: 3 clusters Score -5805838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5805842.500000 Penalty: 1041.417969
	Iteration 92Q: 3 clusters Score -5805842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5805829.000000 Penalty: 1041.417969
	Iteration 93Q: 3 clusters Score -5805829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5805845.500000 Penalty: 1041.417969
	Iteration 94Q: 3 clusters Score -5805846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5805854.000000 Penalty: 1041.417969
	Iteration 95Q: 3 clusters Score -5805854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5805843.000000 Penalty: 1041.417969
	Iteration 96Q: 3 clusters Score -5805843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5805859.500000 Penalty: 1041.417969
	Iteration 97Q: 3 clusters Score -5805860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5805869.500000 Penalty: 1041.417969
	Iteration 98Q: 3 clusters Score -5805870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5805866.500000 Penalty: 1041.417969
	Iteration 99Q: 3 clusters Score -5805866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5805860.000000 Penalty: 1041.417969
	Iteration 100F: 3 clusters Score -5805860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5805846.000000 Penalty: 1041.417969
	Iteration 101Q: 3 clusters Score -5805846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5805832.500000 Penalty: 1041.417969
	Iteration 102Q: 3 clusters Score -5805832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5805827.500000 Penalty: 1041.417969
	Iteration 103Q: 3 clusters Score -5805828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5805832.500000 Penalty: 1041.417969
	Iteration 104Q: 3 clusters Score -5805832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5805852.000000 Penalty: 1041.417969
	Iteration 105Q: 3 clusters Score -5805852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5805853.000000 Penalty: 1041.417969
	Iteration 106Q: 3 clusters Score -5805853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5805863.000000 Penalty: 1041.417969
	Iteration 107Q: 3 clusters Score -5805863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5805860.000000 Penalty: 1041.417969
	Iteration 108Q: 3 clusters Score -5805860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5805876.500000 Penalty: 1041.417969
	Iteration 109Q: 3 clusters Score -5805876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5805889.500000 Penalty: 1041.417969
	Iteration 110Q: 3 clusters Score -5805890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5805899.500000 Penalty: 1041.417969
	Iteration 111Q: 3 clusters Score -5805900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5805895.500000 Penalty: 1041.417969
	Iteration 112Q: 3 clusters Score -5805896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5805902.500000 Penalty: 1041.417969
	Iteration 113Q: 3 clusters Score -5805902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5805905.000000 Penalty: 1041.417969
	Iteration 114Q: 3 clusters Score -5805905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5805897.000000 Penalty: 1041.417969
	Iteration 115Q: 3 clusters Score -5805897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5805900.500000 Penalty: 1041.417969
	Iteration 116Q: 3 clusters Score -5805900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5805896.000000 Penalty: 1041.417969
	Iteration 117Q: 3 clusters Score -5805896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5805900.000000 Penalty: 1041.417969
	Iteration 118Q: 3 clusters Score -5805900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5805902.500000 Penalty: 1041.417969
	Iteration 119Q: 3 clusters Score -5805902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5805907.000000 Penalty: 1041.417969
	Iteration 120F: 3 clusters Score -5805907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5805899.500000 Penalty: 1041.417969
	Iteration 121Q: 3 clusters Score -5805900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5805914.000000 Penalty: 1041.417969
	Iteration 122Q: 3 clusters Score -5805914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5805908.500000 Penalty: 1041.417969
	Iteration 123Q: 3 clusters Score -5805908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5805914.000000 Penalty: 1041.417969
	Iteration 124Q: 3 clusters Score -5805914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5805911.500000 Penalty: 1041.417969
	Iteration 125Q: 3 clusters Score -5805912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5805908.500000 Penalty: 1041.417969
	Iteration 126Q: 3 clusters Score -5805908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5805919.000000 Penalty: 1041.417969
	Iteration 127Q: 3 clusters Score -5805919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5805930.000000 Penalty: 1041.417969
	Iteration 128Q: 3 clusters Score -5805930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5805936.000000 Penalty: 1041.417969
	Iteration 129Q: 3 clusters Score -5805936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5805936.000000 Penalty: 1041.417969
	Iteration 130F: 3 clusters Score -5805936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Entering Unmasked Estep 
Score: -2923223.500000 Penalty: 487.381470
	Iteration 0F: 2 clusters Score -2923224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2894463.500000 Penalty: 974.762939
	Iteration 0F: 3 clusters Score -2894464 nChanged 21560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2906997.000000 Penalty: 974.762939
	Iteration 1F: 3 clusters Score -2906997 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2907868.250000 Penalty: 974.762939
	Iteration 2F: 3 clusters Score -2907868 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -2909539.000000 Penalty: 974.762939
	Iteration 3F: 3 clusters Score -2909539 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -2912473.500000 Penalty: 974.762939
	Iteration 4F: 3 clusters Score -2912474 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -2916264.500000 Penalty: 974.762939
	Iteration 5F: 3 clusters Score -2916264 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -2919807.750000 Penalty: 974.762939
	Iteration 6F: 3 clusters Score -2919808 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -2921577.250000 Penalty: 974.762939
	Iteration 7Q: 3 clusters Score -2921577 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -2922341.000000 Penalty: 974.762939
	Iteration 8Q: 3 clusters Score -2922341 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -2922676.000000 Penalty: 974.762939
	Iteration 9Q: 3 clusters Score -2922676 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -2922750.000000 Penalty: 974.762939
	Iteration 10Q: 3 clusters Score -2922750 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -2922749.250000 Penalty: 974.762939
	Iteration 11Q: 3 clusters Score -2922749 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -2922759.000000 Penalty: 974.762939
	Iteration 12Q: 3 clusters Score -2922759 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -2922762.250000 Penalty: 974.762939
	Iteration 13Q: 3 clusters Score -2922762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -2922780.250000 Penalty: 974.762939
	Iteration 14Q: 3 clusters Score -2922780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -2922795.750000 Penalty: 974.762939
	Iteration 15Q: 3 clusters Score -2922796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -2922806.750000 Penalty: 974.762939
	Iteration 16Q: 3 clusters Score -2922807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -2922810.250000 Penalty: 974.762939
	Iteration 17Q: 3 clusters Score -2922810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -2922818.750000 Penalty: 974.762939
	Iteration 18Q: 3 clusters Score -2922819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -2922821.500000 Penalty: 974.762939
	Iteration 19Q: 3 clusters Score -2922822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -2922821.250000 Penalty: 974.762939
	Iteration 20F: 3 clusters Score -2922821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -41781.136719 Penalty: 299.733521
	Iteration 0F: 2 clusters Score -41781.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41145.691406 Penalty: 599.467041
	Iteration 0F: 3 clusters Score -41145.69 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41307.289062 Penalty: 599.467041
	Iteration 1F: 3 clusters Score -41307.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41340.390625 Penalty: 599.467041
	Iteration 2F: 3 clusters Score -41340.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -41361.089844 Penalty: 599.467041
	Iteration 3Q: 3 clusters Score -41361.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -41374.054688 Penalty: 599.467041
	Iteration 4Q: 3 clusters Score -41374.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -41383.199219 Penalty: 599.467041
	Iteration 5Q: 3 clusters Score -41383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -41395.277344 Penalty: 599.467041
	Iteration 6Q: 3 clusters Score -41395.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41401.175781 Penalty: 599.467041
	Iteration 7Q: 3 clusters Score -41401.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -41403.937500 Penalty: 599.467041
	Iteration 8Q: 3 clusters Score -41403.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -41406.707031 Penalty: 599.467041
	Iteration 9Q: 3 clusters Score -41406.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -41414.792969 Penalty: 599.467041
	Iteration 10Q: 3 clusters Score -41414.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -41439.285156 Penalty: 599.467041
	Iteration 11Q: 3 clusters Score -41439.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41491.167969 Penalty: 599.467041
	Iteration 12Q: 3 clusters Score -41491.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41507.566406 Penalty: 599.467041
	Iteration 13Q: 3 clusters Score -41507.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -41514.730469 Penalty: 599.467041
	Iteration 14Q: 3 clusters Score -41514.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41519.687500 Penalty: 599.467041
	Iteration 15Q: 3 clusters Score -41519.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -41525.613281 Penalty: 599.467041
	Iteration 16Q: 3 clusters Score -41525.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -41539.136719 Penalty: 599.467041
	Iteration 17Q: 3 clusters Score -41539.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -41543.539062 Penalty: 599.467041
	Iteration 18Q: 3 clusters Score -41543.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -41545.121094 Penalty: 599.467041
	Iteration 19Q: 3 clusters Score -41545.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -41545.890625 Penalty: 599.467041
	Iteration 20F: 3 clusters Score -41545.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -41546.785156 Penalty: 599.467041
	Iteration 21Q: 3 clusters Score -41546.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -41547.007812 Penalty: 599.467041
	Iteration 22Q: 3 clusters Score -41547.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41547.238281 Penalty: 599.467041
	Iteration 23Q: 3 clusters Score -41547.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41547.824219 Penalty: 599.467041
	Iteration 24Q: 3 clusters Score -41547.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -41548.500000 Penalty: 599.467041
	Iteration 25Q: 3 clusters Score -41548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -41549.101562 Penalty: 599.467041
	Iteration 26Q: 3 clusters Score -41549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -41550.132812 Penalty: 599.467041
	Iteration 27Q: 3 clusters Score -41550.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -41550.906250 Penalty: 599.467041
	Iteration 28Q: 3 clusters Score -41550.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -41551.707031 Penalty: 599.467041
	Iteration 29Q: 3 clusters Score -41551.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41552.054688 Penalty: 599.467041
	Iteration 30Q: 3 clusters Score -41552.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41552.183594 Penalty: 599.467041
	Iteration 31Q: 3 clusters Score -41552.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41552.183594 Penalty: 599.467041
	Iteration 32F: 3 clusters Score -41552.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -119884.539062 Penalty: 341.873749
	Iteration 0F: 2 clusters Score -119884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -118553.437500 Penalty: 683.747498
	Iteration 0F: 3 clusters Score -118553.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -118980.375000 Penalty: 683.747498
	Iteration 1F: 3 clusters Score -118980.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -119044.500000 Penalty: 683.747498
	Iteration 2F: 3 clusters Score -119044.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -119087.648438 Penalty: 683.747498
	Iteration 3F: 3 clusters Score -119087.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -119128.046875 Penalty: 683.747498
	Iteration 4Q: 3 clusters Score -119128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119155.609375 Penalty: 683.747498
	Iteration 5Q: 3 clusters Score -119155.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -119174.796875 Penalty: 683.747498
	Iteration 6Q: 3 clusters Score -119174.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -119192.406250 Penalty: 683.747498
	Iteration 7Q: 3 clusters Score -119192.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119209.179688 Penalty: 683.747498
	Iteration 8Q: 3 clusters Score -119209.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119228.648438 Penalty: 683.747498
	Iteration 9Q: 3 clusters Score -119228.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119246.765625 Penalty: 683.747498
	Iteration 10Q: 3 clusters Score -119246.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -119258.523438 Penalty: 683.747498
	Iteration 11Q: 3 clusters Score -119258.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -119274.609375 Penalty: 683.747498
	Iteration 12Q: 3 clusters Score -119274.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -119290.007812 Penalty: 683.747498
	Iteration 13Q: 3 clusters Score -119290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -119309.257812 Penalty: 683.747498
	Iteration 14Q: 3 clusters Score -119309.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -119327.203125 Penalty: 683.747498
	Iteration 15Q: 3 clusters Score -119327.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -119341.453125 Penalty: 683.747498
	Iteration 16Q: 3 clusters Score -119341.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -119360.367188 Penalty: 683.747498
	Iteration 17Q: 3 clusters Score -119360.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -119380.875000 Penalty: 683.747498
	Iteration 18Q: 3 clusters Score -119380.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -119398.062500 Penalty: 683.747498
	Iteration 19Q: 3 clusters Score -119398.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -119418.734375 Penalty: 683.747498
	Iteration 20F: 3 clusters Score -119418.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -119437.289062 Penalty: 683.747498
	Iteration 21Q: 3 clusters Score -119437.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -119449.828125 Penalty: 683.747498
	Iteration 22Q: 3 clusters Score -119449.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -119460.812500 Penalty: 683.747498
	Iteration 23Q: 3 clusters Score -119460.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -119470.781250 Penalty: 683.747498
	Iteration 24Q: 3 clusters Score -119470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119481.445312 Penalty: 683.747498
	Iteration 25Q: 3 clusters Score -119481.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119487.937500 Penalty: 683.747498
	Iteration 26Q: 3 clusters Score -119487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -119491.554688 Penalty: 683.747498
	Iteration 27Q: 3 clusters Score -119491.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -119496.789062 Penalty: 683.747498
	Iteration 28Q: 3 clusters Score -119496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -119500.843750 Penalty: 683.747498
	Iteration 29Q: 3 clusters Score -119500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -119503.710938 Penalty: 683.747498
	Iteration 30Q: 3 clusters Score -119503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -119505.304688 Penalty: 683.747498
	Iteration 31Q: 3 clusters Score -119505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -119508.609375 Penalty: 683.747498
	Iteration 32Q: 3 clusters Score -119508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -119510.054688 Penalty: 683.747498
	Iteration 33Q: 3 clusters Score -119510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -119510.820312 Penalty: 683.747498
	Iteration 34Q: 3 clusters Score -119510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -119511.570312 Penalty: 683.747498
	Iteration 35Q: 3 clusters Score -119511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -119511.984375 Penalty: 683.747498
	Iteration 36Q: 3 clusters Score -119512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -119512.960938 Penalty: 683.747498
	Iteration 37Q: 3 clusters Score -119513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -119514.125000 Penalty: 683.747498
	Iteration 38Q: 3 clusters Score -119514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -119514.429688 Penalty: 683.747498
	Iteration 39Q: 3 clusters Score -119514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -119514.859375 Penalty: 683.747498
	Iteration 40F: 3 clusters Score -119514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -119515.023438 Penalty: 683.747498
	Iteration 41Q: 3 clusters Score -119515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -119515.023438 Penalty: 683.747498
	Iteration 42F: 3 clusters Score -119515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -88763.601562 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88763.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89112.039062 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89112.04 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89249.867188 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89249.87 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89353.109375 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89353.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89438.171875 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -89438.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89479.117188 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -89479.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -89511.070312 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -89511.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -89540.703125 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -89540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -89555.390625 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89555.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -89570.828125 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89570.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -89584.453125 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89584.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -89596.679688 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89596.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -89605.281250 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89605.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -89608.843750 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89608.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -89611.210938 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89611.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -89612.960938 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -89612.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -89614.023438 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -89614.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -89614.023438 Penalty: 658.964355
	Iteration 17F: 3 clusters Score -89614.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Entering Unmasked Estep 
Score: -1883749.875000 Penalty: 467.327728
	Iteration 0F: 2 clusters Score -1883750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1864462.375000 Penalty: 934.655457
	Iteration 0F: 3 clusters Score -1864462 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1872384.875000 Penalty: 934.655457
	Iteration 1F: 3 clusters Score -1872385 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1872783.500000 Penalty: 934.655457
	Iteration 2Q: 3 clusters Score -1872784 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1873242.500000 Penalty: 934.655457
	Iteration 3Q: 3 clusters Score -1873242 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1873865.125000 Penalty: 934.655457
	Iteration 4Q: 3 clusters Score -1873865 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1874805.500000 Penalty: 934.655457
	Iteration 5F: 3 clusters Score -1874806 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1876114.375000 Penalty: 934.655457
	Iteration 6F: 3 clusters Score -1876114 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1877575.250000 Penalty: 934.655457
	Iteration 7F: 3 clusters Score -1877575 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1878922.500000 Penalty: 934.655457
	Iteration 8F: 3 clusters Score -1878922 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -1879938.500000 Penalty: 934.655457
	Iteration 9Q: 3 clusters Score -1879938 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -1880619.750000 Penalty: 934.655457
	Iteration 10Q: 3 clusters Score -1880620 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -1881138.875000 Penalty: 934.655457
	Iteration 11Q: 3 clusters Score -1881139 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1881618.750000 Penalty: 934.655457
	Iteration 12Q: 3 clusters Score -1881619 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1882016.500000 Penalty: 934.655457
	Iteration 13Q: 3 clusters Score -1882016 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -1882374.500000 Penalty: 934.655457
	Iteration 14Q: 3 clusters Score -1882374 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -1882660.000000 Penalty: 934.655457
	Iteration 15Q: 3 clusters Score -1882660 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -1882852.875000 Penalty: 934.655457
	Iteration 16Q: 3 clusters Score -1882853 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -1883023.500000 Penalty: 934.655457
	Iteration 17Q: 3 clusters Score -1883024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -1883113.500000 Penalty: 934.655457
	Iteration 18Q: 3 clusters Score -1883114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -1883176.000000 Penalty: 934.655457
	Iteration 19Q: 3 clusters Score -1883176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -1883220.500000 Penalty: 934.655457
	Iteration 20F: 3 clusters Score -1883220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1883271.625000 Penalty: 934.655457
	Iteration 21Q: 3 clusters Score -1883272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -1883305.125000 Penalty: 934.655457
	Iteration 22Q: 3 clusters Score -1883305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -1883324.250000 Penalty: 934.655457
	Iteration 23Q: 3 clusters Score -1883324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -1883336.875000 Penalty: 934.655457
	Iteration 24Q: 3 clusters Score -1883337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -1883343.625000 Penalty: 934.655457
	Iteration 25Q: 3 clusters Score -1883344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -1883346.375000 Penalty: 934.655457
	Iteration 26Q: 3 clusters Score -1883346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -1883350.000000 Penalty: 934.655457
	Iteration 27Q: 3 clusters Score -1883350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -1883354.625000 Penalty: 934.655457
	Iteration 28Q: 3 clusters Score -1883355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1883357.500000 Penalty: 934.655457
	Iteration 29Q: 3 clusters Score -1883358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -1883359.750000 Penalty: 934.655457
	Iteration 30Q: 3 clusters Score -1883360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -1883363.250000 Penalty: 934.655457
	Iteration 31Q: 3 clusters Score -1883363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -1883365.875000 Penalty: 934.655457
	Iteration 32Q: 3 clusters Score -1883366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -1883365.750000 Penalty: 934.655457
	Iteration 33Q: 3 clusters Score -1883366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -1883366.875000 Penalty: 934.655457
	Iteration 34Q: 3 clusters Score -1883367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -1883366.500000 Penalty: 934.655457
	Iteration 35Q: 3 clusters Score -1883366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -1883366.500000 Penalty: 934.655457
	Iteration 36F: 3 clusters Score -1883366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -251867.343750 Penalty: 376.192291
	Iteration 0F: 2 clusters Score -251867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -249204.640625 Penalty: 752.384583
	Iteration 0F: 3 clusters Score -249204.6 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -250220.187500 Penalty: 752.384583
	Iteration 1F: 3 clusters Score -250220.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -250428.140625 Penalty: 752.384583
	Iteration 2F: 3 clusters Score -250428.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -250652.625000 Penalty: 752.384583
	Iteration 3F: 3 clusters Score -250652.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -250858.578125 Penalty: 752.384583
	Iteration 4F: 3 clusters Score -250858.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -251061.156250 Penalty: 752.384583
	Iteration 5F: 3 clusters Score -251061.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -251200.312500 Penalty: 752.384583
	Iteration 6Q: 3 clusters Score -251200.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -251297.171875 Penalty: 752.384583
	Iteration 7Q: 3 clusters Score -251297.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -251364.734375 Penalty: 752.384583
	Iteration 8Q: 3 clusters Score -251364.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -251408.906250 Penalty: 752.384583
	Iteration 9Q: 3 clusters Score -251408.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -251443.656250 Penalty: 752.384583
	Iteration 10Q: 3 clusters Score -251443.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -251468.968750 Penalty: 752.384583
	Iteration 11Q: 3 clusters Score -251469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -251488.125000 Penalty: 752.384583
	Iteration 12Q: 3 clusters Score -251488.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -251505.312500 Penalty: 752.384583
	Iteration 13Q: 3 clusters Score -251505.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -251517.765625 Penalty: 752.384583
	Iteration 14Q: 3 clusters Score -251517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -251530.812500 Penalty: 752.384583
	Iteration 15Q: 3 clusters Score -251530.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -251540.203125 Penalty: 752.384583
	Iteration 16Q: 3 clusters Score -251540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -251550.343750 Penalty: 752.384583
	Iteration 17Q: 3 clusters Score -251550.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -251557.531250 Penalty: 752.384583
	Iteration 18Q: 3 clusters Score -251557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -251560.531250 Penalty: 752.384583
	Iteration 19Q: 3 clusters Score -251560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -251562.312500 Penalty: 752.384583
	Iteration 20F: 3 clusters Score -251562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -251564.390625 Penalty: 752.384583
	Iteration 21Q: 3 clusters Score -251564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -251566.687500 Penalty: 752.384583
	Iteration 22Q: 3 clusters Score -251566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -251567.843750 Penalty: 752.384583
	Iteration 23Q: 3 clusters Score -251567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -251568.921875 Penalty: 752.384583
	Iteration 24Q: 3 clusters Score -251568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -251570.906250 Penalty: 752.384583
	Iteration 25Q: 3 clusters Score -251570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -251574.078125 Penalty: 752.384583
	Iteration 26Q: 3 clusters Score -251574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -251576.468750 Penalty: 752.384583
	Iteration 27Q: 3 clusters Score -251576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -251577.296875 Penalty: 752.384583
	Iteration 28Q: 3 clusters Score -251577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -251578.234375 Penalty: 752.384583
	Iteration 29Q: 3 clusters Score -251578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -251578.812500 Penalty: 752.384583
	Iteration 30Q: 3 clusters Score -251578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -251581.859375 Penalty: 752.384583
	Iteration 31Q: 3 clusters Score -251581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -251585.796875 Penalty: 752.384583
	Iteration 32Q: 3 clusters Score -251585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -251590.609375 Penalty: 752.384583
	Iteration 33Q: 3 clusters Score -251590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -251591.953125 Penalty: 752.384583
	Iteration 34Q: 3 clusters Score -251592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -251592.968750 Penalty: 752.384583
	Iteration 35Q: 3 clusters Score -251593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -251594.015625 Penalty: 752.384583
	Iteration 36Q: 3 clusters Score -251594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -251594.015625 Penalty: 752.384583
	Iteration 37F: 3 clusters Score -251594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Entering Unmasked Estep 
Score: -791864.625000 Penalty: 431.543884
	Iteration 0F: 2 clusters Score -791864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -783096.125000 Penalty: 863.087769
	Iteration 0F: 3 clusters Score -783096.1 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -786783.312500 Penalty: 863.087769
	Iteration 1F: 3 clusters Score -786783.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -787115.312500 Penalty: 863.087769
	Iteration 2F: 3 clusters Score -787115.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -787561.187500 Penalty: 863.087769
	Iteration 3F: 3 clusters Score -787561.2 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -788148.625000 Penalty: 863.087769
	Iteration 4F: 3 clusters Score -788148.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -788847.125000 Penalty: 863.087769
	Iteration 5F: 3 clusters Score -788847.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -789539.875000 Penalty: 863.087769
	Iteration 6F: 3 clusters Score -789539.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -790142.875000 Penalty: 863.087769
	Iteration 7Q: 3 clusters Score -790142.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -790520.250000 Penalty: 863.087769
	Iteration 8Q: 3 clusters Score -790520.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -790734.125000 Penalty: 863.087769
	Iteration 9Q: 3 clusters Score -790734.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -790860.312500 Penalty: 863.087769
	Iteration 10Q: 3 clusters Score -790860.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -790941.687500 Penalty: 863.087769
	Iteration 11Q: 3 clusters Score -790941.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -791018.312500 Penalty: 863.087769
	Iteration 12Q: 3 clusters Score -791018.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -791069.562500 Penalty: 863.087769
	Iteration 13Q: 3 clusters Score -791069.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -791127.750000 Penalty: 863.087769
	Iteration 14Q: 3 clusters Score -791127.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -791194.562500 Penalty: 863.087769
	Iteration 15Q: 3 clusters Score -791194.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -791255.312500 Penalty: 863.087769
	Iteration 16Q: 3 clusters Score -791255.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -791301.125000 Penalty: 863.087769
	Iteration 17Q: 3 clusters Score -791301.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -791347.937500 Penalty: 863.087769
	Iteration 18Q: 3 clusters Score -791347.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -791385.500000 Penalty: 863.087769
	Iteration 19Q: 3 clusters Score -791385.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -791417.062500 Penalty: 863.087769
	Iteration 20F: 3 clusters Score -791417.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -791441.562500 Penalty: 863.087769
	Iteration 21Q: 3 clusters Score -791441.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -791463.000000 Penalty: 863.087769
	Iteration 22Q: 3 clusters Score -791463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -791473.312500 Penalty: 863.087769
	Iteration 23Q: 3 clusters Score -791473.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -791478.937500 Penalty: 863.087769
	Iteration 24Q: 3 clusters Score -791478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -791481.000000 Penalty: 863.087769
	Iteration 25Q: 3 clusters Score -791481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -791482.937500 Penalty: 863.087769
	Iteration 26Q: 3 clusters Score -791482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -791483.375000 Penalty: 863.087769
	Iteration 27Q: 3 clusters Score -791483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -791483.375000 Penalty: 863.087769
	Iteration 28F: 3 clusters Score -791483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 79854 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77690 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78548 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 44556 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 319Q: 34 clusters Score -4.223406e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 79835 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10150 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77694 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78560 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64696 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 44556 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 93359 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 320F: 34 clusters Score -4.223405e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77699 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78575 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64681 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 44557 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7438 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 93358 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 321Q: 34 clusters Score -4.223407e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 79807 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10150 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77696 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78589 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64665 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 44557 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7435 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 93357 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234048.000000 Penalty: 20201.414062
Iteration 322Q: 34 clusters Score -4.223405e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 79793 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77695 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78600 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64652 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 44561 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7429 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 323Q: 34 clusters Score -4.223408e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 79777 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77695 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78599 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64649 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 44568 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7423 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 324Q: 34 clusters Score -4.223408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 79762 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10147 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77689 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 64647 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 44566 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7416 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234132.000000 Penalty: 20201.414062
Iteration 325Q: 34 clusters Score -4.223413e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 79761 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10147 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77685 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 64642 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 44568 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7411 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234128.000000 Penalty: 20201.414062
Iteration 326Q: 34 clusters Score -4.223413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 79760 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77682 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 78617 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 64634 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 44569 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7403 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234112.000000 Penalty: 20201.414062
Iteration 327Q: 34 clusters Score -4.223411e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 79753 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77679 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 78623 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 64626 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 44567 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7396 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 93376 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234112.000000 Penalty: 20201.414062
Iteration 328Q: 34 clusters Score -4.223411e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 79751 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 915 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77679 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44075 members 
Mstep: Class 14 contains 78624 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 64622 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 44570 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7387 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234124.000000 Penalty: 20201.414062
Iteration 329Q: 34 clusters Score -4.223412e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 79750 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77682 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 44573 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16012 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234188.000000 Penalty: 20201.414062
Iteration 330Q: 34 clusters Score -4.223419e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 79745 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 10143 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 918 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77687 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44075 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 64621 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44575 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5837 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234156.000000 Penalty: 20201.414062
Iteration 331Q: 34 clusters Score -4.223416e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 79739 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77691 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44075 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 64615 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44576 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7371 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234200.000000 Penalty: 20201.414062
Iteration 332Q: 34 clusters Score -4.22342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 79737 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77685 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 44074 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 64607 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44576 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7367 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234176.000000 Penalty: 20201.414062
Iteration 333Q: 34 clusters Score -4.223418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 79734 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77683 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78622 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 64603 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44577 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 16010 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 93372 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28897 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234156.000000 Penalty: 20201.414062
Iteration 334Q: 34 clusters Score -4.223416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77689 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78617 members 
Mstep: Class 15 contains 30238 members 
Mstep: Class 16 contains 64601 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44578 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 16008 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7363 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234104.000000 Penalty: 20201.414062
Iteration 335Q: 34 clusters Score -4.22341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 79733 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77688 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78617 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 64601 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44579 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 93368 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28895 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234132.000000 Penalty: 20201.414062
Iteration 336Q: 34 clusters Score -4.223413e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 79735 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77686 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 64611 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44579 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7347 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 93365 members 
Mstep: Class 27 contains 44884 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 337Q: 34 clusters Score -4.223414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 79737 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77687 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 64617 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 44581 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 16010 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7343 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 93364 members 
Mstep: Class 27 contains 44882 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28895 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 338Q: 34 clusters Score -4.223414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 79735 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77688 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 64623 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44582 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 723 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28895 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 339Q: 34 clusters Score -4.223414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77695 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 64621 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44583 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 93360 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28895 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234164.000000 Penalty: 20201.414062
Iteration 340F: 34 clusters Score -4.223416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77705 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 78605 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 64622 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 44584 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 93358 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234140.000000 Penalty: 20201.414062
Iteration 341Q: 34 clusters Score -4.223414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 79736 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77706 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78597 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 64628 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 44585 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7321 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 93356 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234212.000000 Penalty: 20201.414062
Iteration 342Q: 34 clusters Score -4.223421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 79734 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77699 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78599 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 64630 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7317 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 5837 members 
Mstep: Class 26 contains 93356 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234156.000000 Penalty: 20201.414062
Iteration 343Q: 34 clusters Score -4.223416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 79733 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77701 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78597 members 
Mstep: Class 15 contains 30242 members 
Mstep: Class 16 contains 64631 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3899 members 
Mstep: Class 33 contains 13304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234164.000000 Penalty: 20201.414062
Iteration 344Q: 34 clusters Score -4.223416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 79733 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77704 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78595 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 64631 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 44585 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7311 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3899 members 
Mstep: Class 33 contains 13305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234120.000000 Penalty: 20201.414062
Iteration 345Q: 34 clusters Score -4.223412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 79730 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77704 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78597 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 64634 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 44584 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7309 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8688 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 93356 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 346Q: 34 clusters Score -4.223406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77701 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78603 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 64628 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 44584 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16016 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7307 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 93353 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 347Q: 34 clusters Score -4.223408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77698 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78606 members 
Mstep: Class 15 contains 30246 members 
Mstep: Class 16 contains 64617 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7306 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8685 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 93356 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 13312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 348Q: 34 clusters Score -4.223404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77698 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30249 members 
Mstep: Class 16 contains 64608 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16020 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7306 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8682 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234036.000000 Penalty: 20201.414062
Iteration 349Q: 34 clusters Score -4.223404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79733 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77698 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30255 members 
Mstep: Class 16 contains 64602 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7304 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93366 members 
Mstep: Class 27 contains 44877 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234048.000000 Penalty: 20201.414062
Iteration 350Q: 34 clusters Score -4.223405e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77696 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30259 members 
Mstep: Class 16 contains 64594 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44583 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7302 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8674 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93372 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28886 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234044.000000 Penalty: 20201.414062
Iteration 351Q: 34 clusters Score -4.223404e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77695 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78616 members 
Mstep: Class 15 contains 30261 members 
Mstep: Class 16 contains 64591 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44582 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8673 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 352Q: 34 clusters Score -4.223404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79735 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77698 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78612 members 
Mstep: Class 15 contains 30262 members 
Mstep: Class 16 contains 64589 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44584 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8673 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93366 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28884 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 353Q: 34 clusters Score -4.223404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79739 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77698 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64590 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234016.000000 Penalty: 20201.414062
Iteration 354Q: 34 clusters Score -4.223402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79741 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77694 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64592 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44589 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234028.000000 Penalty: 20201.414062
Iteration 355Q: 34 clusters Score -4.223403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79742 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10143 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77692 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64589 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28883 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234048.000000 Penalty: 20201.414062
Iteration 356Q: 34 clusters Score -4.223405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79746 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77693 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64588 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16020 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 357Q: 34 clusters Score -4.223405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79752 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10138 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77697 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78602 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64589 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93359 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234060.000000 Penalty: 20201.414062
Iteration 358Q: 34 clusters Score -4.223406e+07 nChanged 14
Entering ConstructFrom: 
Score: -42234060.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -701370.812500 Penalty: 424.405334
	Iteration 0F: 2 clusters Score -701370.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -693896.375000 Penalty: 848.810669
	Iteration 0F: 3 clusters Score -693896.4 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -697102.687500 Penalty: 848.810669
	Iteration 1F: 3 clusters Score -697102.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -697405.875000 Penalty: 848.810669
	Iteration 2F: 3 clusters Score -697405.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -697801.437500 Penalty: 848.810669
	Iteration 3F: 3 clusters Score -697801.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -698348.000000 Penalty: 848.810669
	Iteration 4F: 3 clusters Score -698348 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -698974.187500 Penalty: 848.810669
	Iteration 5F: 3 clusters Score -698974.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -699536.250000 Penalty: 848.810669
	Iteration 6F: 3 clusters Score -699536.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -699913.500000 Penalty: 848.810669
	Iteration 7Q: 3 clusters Score -699913.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -700144.437500 Penalty: 848.810669
	Iteration 8Q: 3 clusters Score -700144.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -700284.187500 Penalty: 848.810669
	Iteration 9Q: 3 clusters Score -700284.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -700374.000000 Penalty: 848.810669
	Iteration 10Q: 3 clusters Score -700374 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -700426.562500 Penalty: 848.810669
	Iteration 11Q: 3 clusters Score -700426.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -700465.437500 Penalty: 848.810669
	Iteration 12Q: 3 clusters Score -700465.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -700516.875000 Penalty: 848.810669
	Iteration 13Q: 3 clusters Score -700516.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -700569.562500 Penalty: 848.810669
	Iteration 14Q: 3 clusters Score -700569.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -700616.562500 Penalty: 848.810669
	Iteration 15Q: 3 clusters Score -700616.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -700665.187500 Penalty: 848.810669
	Iteration 16Q: 3 clusters Score -700665.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -700717.625000 Penalty: 848.810669
	Iteration 17Q: 3 clusters Score -700717.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -700751.687500 Penalty: 848.810669
	Iteration 18Q: 3 clusters Score -700751.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -700778.625000 Penalty: 848.810669
	Iteration 19Q: 3 clusters Score -700778.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -700799.562500 Penalty: 848.810669
	Iteration 20F: 3 clusters Score -700799.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -700819.562500 Penalty: 848.810669
	Iteration 21Q: 3 clusters Score -700819.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -700835.875000 Penalty: 848.810669
	Iteration 22Q: 3 clusters Score -700835.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -700852.812500 Penalty: 848.810669
	Iteration 23Q: 3 clusters Score -700852.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -700869.187500 Penalty: 848.810669
	Iteration 24Q: 3 clusters Score -700869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -700883.187500 Penalty: 848.810669
	Iteration 25Q: 3 clusters Score -700883.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -700896.750000 Penalty: 848.810669
	Iteration 26Q: 3 clusters Score -700896.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -700907.000000 Penalty: 848.810669
	Iteration 27Q: 3 clusters Score -700907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -700918.062500 Penalty: 848.810669
	Iteration 28Q: 3 clusters Score -700918.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -700923.687500 Penalty: 848.810669
	Iteration 29Q: 3 clusters Score -700923.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -700927.125000 Penalty: 848.810669
	Iteration 30Q: 3 clusters Score -700927.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -700931.125000 Penalty: 848.810669
	Iteration 31Q: 3 clusters Score -700931.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -700935.562500 Penalty: 848.810669
	Iteration 32Q: 3 clusters Score -700935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -700942.000000 Penalty: 848.810669
	Iteration 33Q: 3 clusters Score -700942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -700944.437500 Penalty: 848.810669
	Iteration 34Q: 3 clusters Score -700944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -700944.687500 Penalty: 848.810669
	Iteration 35Q: 3 clusters Score -700944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -700946.062500 Penalty: 848.810669
	Iteration 36Q: 3 clusters Score -700946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -700949.062500 Penalty: 848.810669
	Iteration 37Q: 3 clusters Score -700949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -700952.687500 Penalty: 848.810669
	Iteration 38Q: 3 clusters Score -700952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -700959.437500 Penalty: 848.810669
	Iteration 39Q: 3 clusters Score -700959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -700966.562500 Penalty: 848.810669
	Iteration 40F: 3 clusters Score -700966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -700970.250000 Penalty: 848.810669
	Iteration 41Q: 3 clusters Score -700970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -700974.687500 Penalty: 848.810669
	Iteration 42Q: 3 clusters Score -700974.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -700979.562500 Penalty: 848.810669
	Iteration 43Q: 3 clusters Score -700979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -700984.687500 Penalty: 848.810669
	Iteration 44Q: 3 clusters Score -700984.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -700989.375000 Penalty: 848.810669
	Iteration 45Q: 3 clusters Score -700989.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -700996.312500 Penalty: 848.810669
	Iteration 46Q: 3 clusters Score -700996.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -701002.000000 Penalty: 848.810669
	Iteration 47Q: 3 clusters Score -701002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -701006.562500 Penalty: 848.810669
	Iteration 48Q: 3 clusters Score -701006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -701012.875000 Penalty: 848.810669
	Iteration 49Q: 3 clusters Score -701012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -701017.750000 Penalty: 848.810669
	Iteration 50Q: 3 clusters Score -701017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -701022.437500 Penalty: 848.810669
	Iteration 51Q: 3 clusters Score -701022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -701027.125000 Penalty: 848.810669
	Iteration 52Q: 3 clusters Score -701027.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -701035.562500 Penalty: 848.810669
	Iteration 53Q: 3 clusters Score -701035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -701037.625000 Penalty: 848.810669
	Iteration 54Q: 3 clusters Score -701037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -701038.500000 Penalty: 848.810669
	Iteration 55Q: 3 clusters Score -701038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -701038.875000 Penalty: 848.810669
	Iteration 56Q: 3 clusters Score -701038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -701039.500000 Penalty: 848.810669
	Iteration 57Q: 3 clusters Score -701039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -701039.125000 Penalty: 848.810669
	Iteration 58Q: 3 clusters Score -701039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -701039.125000 Penalty: 848.810669
	Iteration 59F: 3 clusters Score -701039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Entering Unmasked Estep 
Score: -5034946.000000 Penalty: 513.547241
	Iteration 0F: 2 clusters Score -5034946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4982209.500000 Penalty: 1027.094482
	Iteration 0F: 3 clusters Score -4982210 nChanged 38858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5005166.500000 Penalty: 1027.094482
	Iteration 1F: 3 clusters Score -5005166 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5005977.000000 Penalty: 1027.094482
	Iteration 2Q: 3 clusters Score -5005977 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5007125.000000 Penalty: 1027.094482
	Iteration 3Q: 3 clusters Score -5007125 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5008541.000000 Penalty: 1027.094482
	Iteration 4Q: 3 clusters Score -5008541 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5010706.500000 Penalty: 1027.094482
	Iteration 5Q: 3 clusters Score -5010706 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -5013733.500000 Penalty: 1027.094482
	Iteration 6F: 3 clusters Score -5013734 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5017470.500000 Penalty: 1027.094482
	Iteration 7F: 3 clusters Score -5017470 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5020075.000000 Penalty: 1027.094482
	Iteration 8F: 3 clusters Score -5020075 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5020971.000000 Penalty: 1027.094482
	Iteration 9Q: 3 clusters Score -5020971 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5021186.000000 Penalty: 1027.094482
	Iteration 10Q: 3 clusters Score -5021186 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5021234.500000 Penalty: 1027.094482
	Iteration 11Q: 3 clusters Score -5021234 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5021311.000000 Penalty: 1027.094482
	Iteration 12Q: 3 clusters Score -5021311 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5021387.500000 Penalty: 1027.094482
	Iteration 13Q: 3 clusters Score -5021388 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5021444.000000 Penalty: 1027.094482
	Iteration 14Q: 3 clusters Score -5021444 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -5021477.000000 Penalty: 1027.094482
	Iteration 15Q: 3 clusters Score -5021477 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5021562.500000 Penalty: 1027.094482
	Iteration 16Q: 3 clusters Score -5021562 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5021641.000000 Penalty: 1027.094482
	Iteration 17Q: 3 clusters Score -5021641 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5021719.500000 Penalty: 1027.094482
	Iteration 18Q: 3 clusters Score -5021720 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -5021793.500000 Penalty: 1027.094482
	Iteration 19Q: 3 clusters Score -5021794 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -5021902.000000 Penalty: 1027.094482
	Iteration 20F: 3 clusters Score -5021902 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -5022024.000000 Penalty: 1027.094482
	Iteration 21Q: 3 clusters Score -5022024 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -5022182.500000 Penalty: 1027.094482
	Iteration 22Q: 3 clusters Score -5022182 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -5022377.000000 Penalty: 1027.094482
	Iteration 23Q: 3 clusters Score -5022377 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -5022645.000000 Penalty: 1027.094482
	Iteration 24Q: 3 clusters Score -5022645 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -5022949.000000 Penalty: 1027.094482
	Iteration 25Q: 3 clusters Score -5022949 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -5023254.000000 Penalty: 1027.094482
	Iteration 26Q: 3 clusters Score -5023254 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -5023610.500000 Penalty: 1027.094482
	Iteration 27Q: 3 clusters Score -5023610 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -5024031.000000 Penalty: 1027.094482
	Iteration 28Q: 3 clusters Score -5024031 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -5024498.500000 Penalty: 1027.094482
	Iteration 29Q: 3 clusters Score -5024498 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -5024953.500000 Penalty: 1027.094482
	Iteration 30Q: 3 clusters Score -5024954 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -5025414.500000 Penalty: 1027.094482
	Iteration 31Q: 3 clusters Score -5025414 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -5025996.500000 Penalty: 1027.094482
	Iteration 32Q: 3 clusters Score -5025996 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -5026586.000000 Penalty: 1027.094482
	Iteration 33Q: 3 clusters Score -5026586 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -5027264.500000 Penalty: 1027.094482
	Iteration 34Q: 3 clusters Score -5027264 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -5027974.500000 Penalty: 1027.094482
	Iteration 35Q: 3 clusters Score -5027974 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -5028584.500000 Penalty: 1027.094482
	Iteration 36Q: 3 clusters Score -5028584 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -5029170.000000 Penalty: 1027.094482
	Iteration 37Q: 3 clusters Score -5029170 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -5029725.000000 Penalty: 1027.094482
	Iteration 38Q: 3 clusters Score -5029725 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -5030161.500000 Penalty: 1027.094482
	Iteration 39Q: 3 clusters Score -5030162 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -5030677.500000 Penalty: 1027.094482
	Iteration 40F: 3 clusters Score -5030678 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -5031232.000000 Penalty: 1027.094482
	Iteration 41Q: 3 clusters Score -5031232 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -5031737.000000 Penalty: 1027.094482
	Iteration 42Q: 3 clusters Score -5031737 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -5032289.000000 Penalty: 1027.094482
	Iteration 43Q: 3 clusters Score -5032289 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -5032836.000000 Penalty: 1027.094482
	Iteration 44Q: 3 clusters Score -5032836 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -5033305.000000 Penalty: 1027.094482
	Iteration 45Q: 3 clusters Score -5033305 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -5033637.500000 Penalty: 1027.094482
	Iteration 46Q: 3 clusters Score -5033638 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -5033898.000000 Penalty: 1027.094482
	Iteration 47Q: 3 clusters Score -5033898 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -5034082.000000 Penalty: 1027.094482
	Iteration 48Q: 3 clusters Score -5034082 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -5034206.500000 Penalty: 1027.094482
	Iteration 49Q: 3 clusters Score -5034206 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -5034337.500000 Penalty: 1027.094482
	Iteration 50Q: 3 clusters Score -5034338 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -5034452.000000 Penalty: 1027.094482
	Iteration 51Q: 3 clusters Score -5034452 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -5034438.500000 Penalty: 1027.094482
	Iteration 52Q: 3 clusters Score -5034438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -5034477.500000 Penalty: 1027.094482
	Iteration 53Q: 3 clusters Score -5034478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -5034509.500000 Penalty: 1027.094482
	Iteration 54Q: 3 clusters Score -5034510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -5034527.000000 Penalty: 1027.094482
	Iteration 55Q: 3 clusters Score -5034527 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -5034552.000000 Penalty: 1027.094482
	Iteration 56Q: 3 clusters Score -5034552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -5034537.000000 Penalty: 1027.094482
	Iteration 57Q: 3 clusters Score -5034537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -5034551.000000 Penalty: 1027.094482
	Iteration 58Q: 3 clusters Score -5034551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -5034561.000000 Penalty: 1027.094482
	Iteration 59Q: 3 clusters Score -5034561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -5034564.500000 Penalty: 1027.094482
	Iteration 60F: 3 clusters Score -5034564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -5034566.500000 Penalty: 1027.094482
	Iteration 61Q: 3 clusters Score -5034566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -5034572.500000 Penalty: 1027.094482
	Iteration 62Q: 3 clusters Score -5034572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -5034578.000000 Penalty: 1027.094482
	Iteration 63Q: 3 clusters Score -5034578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -5034574.500000 Penalty: 1027.094482
	Iteration 64Q: 3 clusters Score -5034574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -5034574.000000 Penalty: 1027.094482
	Iteration 65Q: 3 clusters Score -5034574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -5034573.500000 Penalty: 1027.094482
	Iteration 66Q: 3 clusters Score -5034574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -5034576.500000 Penalty: 1027.094482
	Iteration 67Q: 3 clusters Score -5034576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -5034580.500000 Penalty: 1027.094482
	Iteration 68Q: 3 clusters Score -5034580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -5034580.000000 Penalty: 1027.094482
	Iteration 69Q: 3 clusters Score -5034580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -5034590.000000 Penalty: 1027.094482
	Iteration 70Q: 3 clusters Score -5034590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -5034583.500000 Penalty: 1027.094482
	Iteration 71Q: 3 clusters Score -5034584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -5034586.500000 Penalty: 1027.094482
	Iteration 72Q: 3 clusters Score -5034586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -5034590.000000 Penalty: 1027.094482
	Iteration 73Q: 3 clusters Score -5034590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -5034592.000000 Penalty: 1027.094482
	Iteration 74Q: 3 clusters Score -5034592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -5034590.000000 Penalty: 1027.094482
	Iteration 75Q: 3 clusters Score -5034590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -5034590.000000 Penalty: 1027.094482
	Iteration 76F: 3 clusters Score -5034590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1749.987793 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1749.988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1772.191895 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1772.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1774.144043 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1774.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1774.144043 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1774.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -419881.062500 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -419881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -415532.281250 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -415532.3 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -417363.062500 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -417363.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -417825.218750 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -417825.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -418297.343750 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -418297.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -418609.343750 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -418609.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -418759.093750 Penalty: 798.237000
	Iteration 5Q: 3 clusters Score -418759.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -418841.781250 Penalty: 798.237000
	Iteration 6Q: 3 clusters Score -418841.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -418889.781250 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -418889.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -418926.062500 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -418926.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -418972.531250 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -418972.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -419044.375000 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -419044.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -419127.968750 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -419128 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -419223.500000 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -419223.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -419333.281250 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -419333.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -419421.281250 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -419421.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -419479.125000 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -419479.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -419528.062500 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -419528.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -419563.843750 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -419563.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -419584.875000 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -419584.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -419595.406250 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -419595.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -419600.968750 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -419601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -419605.218750 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -419605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -419607.375000 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -419607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -419609.312500 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -419609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -419611.593750 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -419611.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -419610.812500 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -419610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -419611.875000 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -419611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -419613.156250 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -419613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -419613.968750 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -419614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -419614.250000 Penalty: 798.237000
	Iteration 29Q: 3 clusters Score -419614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -419614.031250 Penalty: 798.237000
	Iteration 30Q: 3 clusters Score -419614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -419613.687500 Penalty: 798.237000
	Iteration 31Q: 3 clusters Score -419613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -419614.218750 Penalty: 798.237000
	Iteration 32Q: 3 clusters Score -419614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -419615.343750 Penalty: 798.237000
	Iteration 33Q: 3 clusters Score -419615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -419615.718750 Penalty: 798.237000
	Iteration 34Q: 3 clusters Score -419615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -419615.906250 Penalty: 798.237000
	Iteration 35Q: 3 clusters Score -419615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -419615.906250 Penalty: 798.237000
	Iteration 36F: 3 clusters Score -419615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -646536.500000 Penalty: 419.676117
	Iteration 0F: 2 clusters Score -646536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -639754.562500 Penalty: 839.352234
	Iteration 0F: 3 clusters Score -639754.6 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -642527.375000 Penalty: 839.352234
	Iteration 1F: 3 clusters Score -642527.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -642810.437500 Penalty: 839.352234
	Iteration 2F: 3 clusters Score -642810.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -643126.562500 Penalty: 839.352234
	Iteration 3F: 3 clusters Score -643126.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -643511.562500 Penalty: 839.352234
	Iteration 4F: 3 clusters Score -643511.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -643943.250000 Penalty: 839.352234
	Iteration 5F: 3 clusters Score -643943.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -644258.250000 Penalty: 839.352234
	Iteration 6F: 3 clusters Score -644258.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -644413.875000 Penalty: 839.352234
	Iteration 7Q: 3 clusters Score -644413.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -644473.562500 Penalty: 839.352234
	Iteration 8Q: 3 clusters Score -644473.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -644506.875000 Penalty: 839.352234
	Iteration 9Q: 3 clusters Score -644506.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -644531.375000 Penalty: 839.352234
	Iteration 10Q: 3 clusters Score -644531.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -644552.375000 Penalty: 839.352234
	Iteration 11Q: 3 clusters Score -644552.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -644576.937500 Penalty: 839.352234
	Iteration 12Q: 3 clusters Score -644576.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -644594.937500 Penalty: 839.352234
	Iteration 13Q: 3 clusters Score -644594.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -644613.500000 Penalty: 839.352234
	Iteration 14Q: 3 clusters Score -644613.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -644633.812500 Penalty: 839.352234
	Iteration 15Q: 3 clusters Score -644633.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -644662.000000 Penalty: 839.352234
	Iteration 16Q: 3 clusters Score -644662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -644697.562500 Penalty: 839.352234
	Iteration 17Q: 3 clusters Score -644697.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -644736.500000 Penalty: 839.352234
	Iteration 18Q: 3 clusters Score -644736.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -644778.000000 Penalty: 839.352234
	Iteration 19Q: 3 clusters Score -644778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -644825.500000 Penalty: 839.352234
	Iteration 20F: 3 clusters Score -644825.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -644881.375000 Penalty: 839.352234
	Iteration 21Q: 3 clusters Score -644881.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -644958.375000 Penalty: 839.352234
	Iteration 22Q: 3 clusters Score -644958.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -645037.812500 Penalty: 839.352234
	Iteration 23Q: 3 clusters Score -645037.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -645124.937500 Penalty: 839.352234
	Iteration 24Q: 3 clusters Score -645124.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -645196.812500 Penalty: 839.352234
	Iteration 25Q: 3 clusters Score -645196.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -645272.625000 Penalty: 839.352234
	Iteration 26Q: 3 clusters Score -645272.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -645353.500000 Penalty: 839.352234
	Iteration 27Q: 3 clusters Score -645353.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -645433.562500 Penalty: 839.352234
	Iteration 28Q: 3 clusters Score -645433.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -645493.812500 Penalty: 839.352234
	Iteration 29Q: 3 clusters Score -645493.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -645562.125000 Penalty: 839.352234
	Iteration 30Q: 3 clusters Score -645562.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -645623.750000 Penalty: 839.352234
	Iteration 31Q: 3 clusters Score -645623.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -645677.125000 Penalty: 839.352234
	Iteration 32Q: 3 clusters Score -645677.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -645744.062500 Penalty: 839.352234
	Iteration 33Q: 3 clusters Score -645744.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -645808.687500 Penalty: 839.352234
	Iteration 34Q: 3 clusters Score -645808.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -645886.500000 Penalty: 839.352234
	Iteration 35Q: 3 clusters Score -645886.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -645947.812500 Penalty: 839.352234
	Iteration 36Q: 3 clusters Score -645947.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -646002.062500 Penalty: 839.352234
	Iteration 37Q: 3 clusters Score -646002.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -646046.125000 Penalty: 839.352234
	Iteration 38Q: 3 clusters Score -646046.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -646081.687500 Penalty: 839.352234
	Iteration 39Q: 3 clusters Score -646081.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -646118.375000 Penalty: 839.352234
	Iteration 40F: 3 clusters Score -646118.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -646145.000000 Penalty: 839.352234
	Iteration 41Q: 3 clusters Score -646145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -646158.375000 Penalty: 839.352234
	Iteration 42Q: 3 clusters Score -646158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -646159.875000 Penalty: 839.352234
	Iteration 43Q: 3 clusters Score -646159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -646165.000000 Penalty: 839.352234
	Iteration 44Q: 3 clusters Score -646165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -646168.937500 Penalty: 839.352234
	Iteration 45Q: 3 clusters Score -646168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -646174.812500 Penalty: 839.352234
	Iteration 46Q: 3 clusters Score -646174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -646175.437500 Penalty: 839.352234
	Iteration 47Q: 3 clusters Score -646175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -646175.437500 Penalty: 839.352234
	Iteration 48F: 3 clusters Score -646175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -183158.375000 Penalty: 367.495575
	Iteration 0F: 2 clusters Score -183158.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -180953.859375 Penalty: 734.991150
	Iteration 0F: 3 clusters Score -180953.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -181810.109375 Penalty: 734.991150
	Iteration 1F: 3 clusters Score -181810.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -181996.421875 Penalty: 734.991150
	Iteration 2F: 3 clusters Score -181996.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -182131.656250 Penalty: 734.991150
	Iteration 3F: 3 clusters Score -182131.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -182264.265625 Penalty: 734.991150
	Iteration 4F: 3 clusters Score -182264.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -182386.843750 Penalty: 734.991150
	Iteration 5F: 3 clusters Score -182386.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -182475.921875 Penalty: 734.991150
	Iteration 6Q: 3 clusters Score -182475.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -182528.281250 Penalty: 734.991150
	Iteration 7Q: 3 clusters Score -182528.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -182565.015625 Penalty: 734.991150
	Iteration 8Q: 3 clusters Score -182565 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -182599.078125 Penalty: 734.991150
	Iteration 9Q: 3 clusters Score -182599.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -182626.953125 Penalty: 734.991150
	Iteration 10Q: 3 clusters Score -182627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -182643.921875 Penalty: 734.991150
	Iteration 11Q: 3 clusters Score -182643.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -182654.796875 Penalty: 734.991150
	Iteration 12Q: 3 clusters Score -182654.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -182663.656250 Penalty: 734.991150
	Iteration 13Q: 3 clusters Score -182663.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -182674.156250 Penalty: 734.991150
	Iteration 14Q: 3 clusters Score -182674.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -182685.390625 Penalty: 734.991150
	Iteration 15Q: 3 clusters Score -182685.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -182696.156250 Penalty: 734.991150
	Iteration 16Q: 3 clusters Score -182696.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -182705.671875 Penalty: 734.991150
	Iteration 17Q: 3 clusters Score -182705.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -182717.093750 Penalty: 734.991150
	Iteration 18Q: 3 clusters Score -182717.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -182731.656250 Penalty: 734.991150
	Iteration 19Q: 3 clusters Score -182731.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -182744.687500 Penalty: 734.991150
	Iteration 20F: 3 clusters Score -182744.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -182755.796875 Penalty: 734.991150
	Iteration 21Q: 3 clusters Score -182755.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -182767.281250 Penalty: 734.991150
	Iteration 22Q: 3 clusters Score -182767.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -182777.546875 Penalty: 734.991150
	Iteration 23Q: 3 clusters Score -182777.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -182787.546875 Penalty: 734.991150
	Iteration 24Q: 3 clusters Score -182787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -182793.296875 Penalty: 734.991150
	Iteration 25Q: 3 clusters Score -182793.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -182798.687500 Penalty: 734.991150
	Iteration 26Q: 3 clusters Score -182798.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -182803.515625 Penalty: 734.991150
	Iteration 27Q: 3 clusters Score -182803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -182809.078125 Penalty: 734.991150
	Iteration 28Q: 3 clusters Score -182809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -182816.718750 Penalty: 734.991150
	Iteration 29Q: 3 clusters Score -182816.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -182821.515625 Penalty: 734.991150
	Iteration 30Q: 3 clusters Score -182821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -182825.968750 Penalty: 734.991150
	Iteration 31Q: 3 clusters Score -182826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -182828.468750 Penalty: 734.991150
	Iteration 32Q: 3 clusters Score -182828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -182830.968750 Penalty: 734.991150
	Iteration 33Q: 3 clusters Score -182831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -182832.937500 Penalty: 734.991150
	Iteration 34Q: 3 clusters Score -182832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -182834.062500 Penalty: 734.991150
	Iteration 35Q: 3 clusters Score -182834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -182834.859375 Penalty: 734.991150
	Iteration 36Q: 3 clusters Score -182834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -182837.375000 Penalty: 734.991150
	Iteration 37Q: 3 clusters Score -182837.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -182839.609375 Penalty: 734.991150
	Iteration 38Q: 3 clusters Score -182839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -182841.687500 Penalty: 734.991150
	Iteration 39Q: 3 clusters Score -182841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -182845.125000 Penalty: 734.991150
	Iteration 40F: 3 clusters Score -182845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -182848.296875 Penalty: 734.991150
	Iteration 41Q: 3 clusters Score -182848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -182850.750000 Penalty: 734.991150
	Iteration 42Q: 3 clusters Score -182850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -182853.109375 Penalty: 734.991150
	Iteration 43Q: 3 clusters Score -182853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -182854.296875 Penalty: 734.991150
	Iteration 44Q: 3 clusters Score -182854.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -182856.750000 Penalty: 734.991150
	Iteration 45Q: 3 clusters Score -182856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -182857.859375 Penalty: 734.991150
	Iteration 46Q: 3 clusters Score -182857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -182858.296875 Penalty: 734.991150
	Iteration 47Q: 3 clusters Score -182858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -182858.843750 Penalty: 734.991150
	Iteration 48Q: 3 clusters Score -182858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -182858.843750 Penalty: 734.991150
	Iteration 49F: 3 clusters Score -182858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -55179.320312 Penalty: 310.755615
	Iteration 0F: 2 clusters Score -55179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54401.945312 Penalty: 621.511230
	Iteration 0F: 3 clusters Score -54401.95 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54633.132812 Penalty: 621.511230
	Iteration 1F: 3 clusters Score -54633.13 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -54674.078125 Penalty: 621.511230
	Iteration 2F: 3 clusters Score -54674.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54706.968750 Penalty: 621.511230
	Iteration 3F: 3 clusters Score -54706.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -54727.296875 Penalty: 621.511230
	Iteration 4Q: 3 clusters Score -54727.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -54744.617188 Penalty: 621.511230
	Iteration 5Q: 3 clusters Score -54744.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54765.296875 Penalty: 621.511230
	Iteration 6Q: 3 clusters Score -54765.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -54785.484375 Penalty: 621.511230
	Iteration 7Q: 3 clusters Score -54785.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -54799.625000 Penalty: 621.511230
	Iteration 8Q: 3 clusters Score -54799.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -54807.480469 Penalty: 621.511230
	Iteration 9Q: 3 clusters Score -54807.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54810.265625 Penalty: 621.511230
	Iteration 10Q: 3 clusters Score -54810.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -54811.300781 Penalty: 621.511230
	Iteration 11Q: 3 clusters Score -54811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -54812.980469 Penalty: 621.511230
	Iteration 12Q: 3 clusters Score -54812.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54814.562500 Penalty: 621.511230
	Iteration 13Q: 3 clusters Score -54814.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54815.339844 Penalty: 621.511230
	Iteration 14Q: 3 clusters Score -54815.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -54815.511719 Penalty: 621.511230
	Iteration 15Q: 3 clusters Score -54815.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -54815.734375 Penalty: 621.511230
	Iteration 16Q: 3 clusters Score -54815.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -54816.300781 Penalty: 621.511230
	Iteration 17Q: 3 clusters Score -54816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -54816.894531 Penalty: 621.511230
	Iteration 18Q: 3 clusters Score -54816.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -54818.902344 Penalty: 621.511230
	Iteration 19Q: 3 clusters Score -54818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -54819.828125 Penalty: 621.511230
	Iteration 20F: 3 clusters Score -54819.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -54821.472656 Penalty: 621.511230
	Iteration 21Q: 3 clusters Score -54821.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -54822.054688 Penalty: 621.511230
	Iteration 22Q: 3 clusters Score -54822.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -54822.730469 Penalty: 621.511230
	Iteration 23Q: 3 clusters Score -54822.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -54823.562500 Penalty: 621.511230
	Iteration 24Q: 3 clusters Score -54823.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -54824.054688 Penalty: 621.511230
	Iteration 25Q: 3 clusters Score -54824.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -54824.054688 Penalty: 621.511230
	Iteration 26F: 3 clusters Score -54824.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4561.317871 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4561.318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4652.446289 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4652.446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4661.444336 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4661.444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4677.746094 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4677.746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4683.663574 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4683.664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4700.739746 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4700.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4700.739746 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -4700.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Entering Unmasked Estep 
Score: -4867918.000000 Penalty: 512.355469
	Iteration 0F: 2 clusters Score -4867918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -4817324.000000 Penalty: 1024.710938
	Iteration 0F: 3 clusters Score -4817324 nChanged 37879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -4840866.500000 Penalty: 1024.710938
	Iteration 1F: 3 clusters Score -4840866 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4842444.000000 Penalty: 1024.710938
	Iteration 2Q: 3 clusters Score -4842444 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -4845001.500000 Penalty: 1024.710938
	Iteration 3F: 3 clusters Score -4845002 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -4848604.500000 Penalty: 1024.710938
	Iteration 4F: 3 clusters Score -4848604 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -4852244.000000 Penalty: 1024.710938
	Iteration 5F: 3 clusters Score -4852244 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -4854361.500000 Penalty: 1024.710938
	Iteration 6F: 3 clusters Score -4854362 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -4855021.500000 Penalty: 1024.710938
	Iteration 7Q: 3 clusters Score -4855022 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -4855317.000000 Penalty: 1024.710938
	Iteration 8Q: 3 clusters Score -4855317 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -4855612.500000 Penalty: 1024.710938
	Iteration 9Q: 3 clusters Score -4855612 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -4855932.000000 Penalty: 1024.710938
	Iteration 10Q: 3 clusters Score -4855932 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -4856257.500000 Penalty: 1024.710938
	Iteration 11Q: 3 clusters Score -4856258 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -4856614.500000 Penalty: 1024.710938
	Iteration 12Q: 3 clusters Score -4856614 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -4857060.000000 Penalty: 1024.710938
	Iteration 13Q: 3 clusters Score -4857060 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -4857606.000000 Penalty: 1024.710938
	Iteration 14Q: 3 clusters Score -4857606 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -4858211.000000 Penalty: 1024.710938
	Iteration 15Q: 3 clusters Score -4858211 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -4858942.500000 Penalty: 1024.710938
	Iteration 16Q: 3 clusters Score -4858942 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -4859799.500000 Penalty: 1024.710938
	Iteration 17Q: 3 clusters Score -4859800 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -4860672.500000 Penalty: 1024.710938
	Iteration 18Q: 3 clusters Score -4860672 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -4861462.500000 Penalty: 1024.710938
	Iteration 19Q: 3 clusters Score -4861462 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -4862334.500000 Penalty: 1024.710938
	Iteration 20F: 3 clusters Score -4862334 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -4863288.500000 Penalty: 1024.710938
	Iteration 21Q: 3 clusters Score -4863288 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -4864264.500000 Penalty: 1024.710938
	Iteration 22Q: 3 clusters Score -4864264 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -4865156.500000 Penalty: 1024.710938
	Iteration 23Q: 3 clusters Score -4865156 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -4865953.500000 Penalty: 1024.710938
	Iteration 24Q: 3 clusters Score -4865954 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -4866636.500000 Penalty: 1024.710938
	Iteration 25Q: 3 clusters Score -4866636 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -4867122.000000 Penalty: 1024.710938
	Iteration 26Q: 3 clusters Score -4867122 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -4867428.000000 Penalty: 1024.710938
	Iteration 27Q: 3 clusters Score -4867428 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -4867554.000000 Penalty: 1024.710938
	Iteration 28Q: 3 clusters Score -4867554 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -4867650.500000 Penalty: 1024.710938
	Iteration 29Q: 3 clusters Score -4867650 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -4867662.500000 Penalty: 1024.710938
	Iteration 30Q: 3 clusters Score -4867662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -4867691.500000 Penalty: 1024.710938
	Iteration 31Q: 3 clusters Score -4867692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -4867710.000000 Penalty: 1024.710938
	Iteration 32Q: 3 clusters Score -4867710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -4867727.500000 Penalty: 1024.710938
	Iteration 33Q: 3 clusters Score -4867728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -4867728.000000 Penalty: 1024.710938
	Iteration 34Q: 3 clusters Score -4867728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -4867729.500000 Penalty: 1024.710938
	Iteration 35Q: 3 clusters Score -4867730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -4867759.000000 Penalty: 1024.710938
	Iteration 36Q: 3 clusters Score -4867759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -4867768.000000 Penalty: 1024.710938
	Iteration 37Q: 3 clusters Score -4867768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -4867780.000000 Penalty: 1024.710938
	Iteration 38Q: 3 clusters Score -4867780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -4867779.000000 Penalty: 1024.710938
	Iteration 39Q: 3 clusters Score -4867779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -4867779.500000 Penalty: 1024.710938
	Iteration 40F: 3 clusters Score -4867780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -4867776.000000 Penalty: 1024.710938
	Iteration 41Q: 3 clusters Score -4867776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -4867778.500000 Penalty: 1024.710938
	Iteration 42Q: 3 clusters Score -4867778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -4867777.000000 Penalty: 1024.710938
	Iteration 43Q: 3 clusters Score -4867777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -4867777.000000 Penalty: 1024.710938
	Iteration 44Q: 3 clusters Score -4867777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -4867782.500000 Penalty: 1024.710938
	Iteration 45Q: 3 clusters Score -4867782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -4867786.500000 Penalty: 1024.710938
	Iteration 46Q: 3 clusters Score -4867786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -4867779.500000 Penalty: 1024.710938
	Iteration 47Q: 3 clusters Score -4867780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -4867773.000000 Penalty: 1024.710938
	Iteration 48Q: 3 clusters Score -4867773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -4867774.000000 Penalty: 1024.710938
	Iteration 49Q: 3 clusters Score -4867774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -4867776.000000 Penalty: 1024.710938
	Iteration 50Q: 3 clusters Score -4867776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -4867783.000000 Penalty: 1024.710938
	Iteration 51Q: 3 clusters Score -4867783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -4867784.000000 Penalty: 1024.710938
	Iteration 52Q: 3 clusters Score -4867784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -4867787.500000 Penalty: 1024.710938
	Iteration 53Q: 3 clusters Score -4867788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -4867785.000000 Penalty: 1024.710938
	Iteration 54Q: 3 clusters Score -4867785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -4867784.500000 Penalty: 1024.710938
	Iteration 55Q: 3 clusters Score -4867784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -4867790.500000 Penalty: 1024.710938
	Iteration 56Q: 3 clusters Score -4867790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -4867784.000000 Penalty: 1024.710938
	Iteration 57Q: 3 clusters Score -4867784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -4867784.000000 Penalty: 1024.710938
	Iteration 58Q: 3 clusters Score -4867784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -4867783.000000 Penalty: 1024.710938
	Iteration 59Q: 3 clusters Score -4867783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -4867785.000000 Penalty: 1024.710938
	Iteration 60F: 3 clusters Score -4867785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -4867788.500000 Penalty: 1024.710938
	Iteration 61Q: 3 clusters Score -4867788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -4867786.500000 Penalty: 1024.710938
	Iteration 62Q: 3 clusters Score -4867786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -4867788.000000 Penalty: 1024.710938
	Iteration 63Q: 3 clusters Score -4867788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -4867789.000000 Penalty: 1024.710938
	Iteration 64Q: 3 clusters Score -4867789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -4867792.000000 Penalty: 1024.710938
	Iteration 65Q: 3 clusters Score -4867792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -4867792.000000 Penalty: 1024.710938
	Iteration 66F: 3 clusters Score -4867792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Entering Unmasked Estep 
Score: -316352.312500 Penalty: 387.732056
	Iteration 0F: 2 clusters Score -316352.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -312986.156250 Penalty: 775.464111
	Iteration 0F: 3 clusters Score -312986.2 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -314736.406250 Penalty: 775.464111
	Iteration 1F: 3 clusters Score -314736.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -315285.093750 Penalty: 775.464111
	Iteration 2F: 3 clusters Score -315285.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -315755.906250 Penalty: 775.464111
	Iteration 3F: 3 clusters Score -315755.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -316025.031250 Penalty: 775.464111
	Iteration 4F: 3 clusters Score -316025 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -316130.750000 Penalty: 775.464111
	Iteration 5Q: 3 clusters Score -316130.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -316175.343750 Penalty: 775.464111
	Iteration 6Q: 3 clusters Score -316175.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -316199.812500 Penalty: 775.464111
	Iteration 7Q: 3 clusters Score -316199.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -316220.062500 Penalty: 775.464111
	Iteration 8Q: 3 clusters Score -316220.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -316232.625000 Penalty: 775.464111
	Iteration 9Q: 3 clusters Score -316232.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -316242.375000 Penalty: 775.464111
	Iteration 10Q: 3 clusters Score -316242.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -316252.750000 Penalty: 775.464111
	Iteration 11Q: 3 clusters Score -316252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -316260.406250 Penalty: 775.464111
	Iteration 12Q: 3 clusters Score -316260.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -316267.468750 Penalty: 775.464111
	Iteration 13Q: 3 clusters Score -316267.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -316269.718750 Penalty: 775.464111
	Iteration 14Q: 3 clusters Score -316269.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -316273.312500 Penalty: 775.464111
	Iteration 15Q: 3 clusters Score -316273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -316275.875000 Penalty: 775.464111
	Iteration 16Q: 3 clusters Score -316275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -316277.781250 Penalty: 775.464111
	Iteration 17Q: 3 clusters Score -316277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316280.625000 Penalty: 775.464111
	Iteration 18Q: 3 clusters Score -316280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -316281.968750 Penalty: 775.464111
	Iteration 19Q: 3 clusters Score -316282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316283.500000 Penalty: 775.464111
	Iteration 20F: 3 clusters Score -316283.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -316284.906250 Penalty: 775.464111
	Iteration 21Q: 3 clusters Score -316284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -316286.250000 Penalty: 775.464111
	Iteration 22Q: 3 clusters Score -316286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -316286.218750 Penalty: 775.464111
	Iteration 23Q: 3 clusters Score -316286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -316286.218750 Penalty: 775.464111
	Iteration 24F: 3 clusters Score -316286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -63544.804688 Penalty: 319.783173
	Iteration 0F: 2 clusters Score -63544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -62676.359375 Penalty: 639.566345
	Iteration 0F: 3 clusters Score -62676.36 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -62984.648438 Penalty: 639.566345
	Iteration 1F: 3 clusters Score -62984.65 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63038.421875 Penalty: 639.566345
	Iteration 2F: 3 clusters Score -63038.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -63078.289062 Penalty: 639.566345
	Iteration 3F: 3 clusters Score -63078.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63104.613281 Penalty: 639.566345
	Iteration 4Q: 3 clusters Score -63104.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -63122.855469 Penalty: 639.566345
	Iteration 5Q: 3 clusters Score -63122.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -63137.800781 Penalty: 639.566345
	Iteration 6Q: 3 clusters Score -63137.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63149.675781 Penalty: 639.566345
	Iteration 7Q: 3 clusters Score -63149.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -63158.640625 Penalty: 639.566345
	Iteration 8Q: 3 clusters Score -63158.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63161.742188 Penalty: 639.566345
	Iteration 9Q: 3 clusters Score -63161.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63163.781250 Penalty: 639.566345
	Iteration 10Q: 3 clusters Score -63163.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63165.125000 Penalty: 639.566345
	Iteration 11Q: 3 clusters Score -63165.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63167.378906 Penalty: 639.566345
	Iteration 12Q: 3 clusters Score -63167.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63168.082031 Penalty: 639.566345
	Iteration 13Q: 3 clusters Score -63168.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63169.062500 Penalty: 639.566345
	Iteration 14Q: 3 clusters Score -63169.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63170.441406 Penalty: 639.566345
	Iteration 15Q: 3 clusters Score -63170.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -63171.582031 Penalty: 639.566345
	Iteration 16Q: 3 clusters Score -63171.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -63171.941406 Penalty: 639.566345
	Iteration 17Q: 3 clusters Score -63171.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63172.140625 Penalty: 639.566345
	Iteration 18Q: 3 clusters Score -63172.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63172.140625 Penalty: 639.566345
	Iteration 19F: 3 clusters Score -63172.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -447354.781250 Penalty: 400.916626
	Iteration 0F: 2 clusters Score -447354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -442844.562500 Penalty: 801.833252
	Iteration 0F: 3 clusters Score -442844.6 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -444511.343750 Penalty: 801.833252
	Iteration 1F: 3 clusters Score -444511.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -444653.937500 Penalty: 801.833252
	Iteration 2F: 3 clusters Score -444653.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -444821.156250 Penalty: 801.833252
	Iteration 3F: 3 clusters Score -444821.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -445022.937500 Penalty: 801.833252
	Iteration 4F: 3 clusters Score -445022.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -445262.781250 Penalty: 801.833252
	Iteration 5F: 3 clusters Score -445262.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -445600.312500 Penalty: 801.833252
	Iteration 6F: 3 clusters Score -445600.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -445974.906250 Penalty: 801.833252
	Iteration 7F: 3 clusters Score -445974.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -446298.312500 Penalty: 801.833252
	Iteration 8F: 3 clusters Score -446298.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -446543.625000 Penalty: 801.833252
	Iteration 9Q: 3 clusters Score -446543.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -446726.562500 Penalty: 801.833252
	Iteration 10Q: 3 clusters Score -446726.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -446820.500000 Penalty: 801.833252
	Iteration 11Q: 3 clusters Score -446820.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -446878.625000 Penalty: 801.833252
	Iteration 12Q: 3 clusters Score -446878.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -446920.687500 Penalty: 801.833252
	Iteration 13Q: 3 clusters Score -446920.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -446950.718750 Penalty: 801.833252
	Iteration 14Q: 3 clusters Score -446950.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -446976.968750 Penalty: 801.833252
	Iteration 15Q: 3 clusters Score -446977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -446992.406250 Penalty: 801.833252
	Iteration 16Q: 3 clusters Score -446992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -447000.250000 Penalty: 801.833252
	Iteration 17Q: 3 clusters Score -447000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -447004.750000 Penalty: 801.833252
	Iteration 18Q: 3 clusters Score -447004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -447005.718750 Penalty: 801.833252
	Iteration 19Q: 3 clusters Score -447005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -447008.468750 Penalty: 801.833252
	Iteration 20F: 3 clusters Score -447008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -447011.593750 Penalty: 801.833252
	Iteration 21Q: 3 clusters Score -447011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -447013.343750 Penalty: 801.833252
	Iteration 22Q: 3 clusters Score -447013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -447013.125000 Penalty: 801.833252
	Iteration 23Q: 3 clusters Score -447013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -447013.125000 Penalty: 801.833252
	Iteration 24F: 3 clusters Score -447013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Entering Unmasked Estep 
Score: -2912003.500000 Penalty: 486.542389
	Iteration 0F: 2 clusters Score -2912004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2883142.250000 Penalty: 973.084778
	Iteration 0F: 3 clusters Score -2883142 nChanged 21231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2895658.250000 Penalty: 973.084778
	Iteration 1F: 3 clusters Score -2895658 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2896394.000000 Penalty: 973.084778
	Iteration 2Q: 3 clusters Score -2896394 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2897437.500000 Penalty: 973.084778
	Iteration 3F: 3 clusters Score -2897438 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2899032.000000 Penalty: 973.084778
	Iteration 4F: 3 clusters Score -2899032 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2901354.500000 Penalty: 973.084778
	Iteration 5F: 3 clusters Score -2901354 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2903800.000000 Penalty: 973.084778
	Iteration 6F: 3 clusters Score -2903800 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2905200.750000 Penalty: 973.084778
	Iteration 7F: 3 clusters Score -2905201 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2905710.750000 Penalty: 973.084778
	Iteration 8Q: 3 clusters Score -2905711 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2905977.000000 Penalty: 973.084778
	Iteration 9Q: 3 clusters Score -2905977 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2906244.750000 Penalty: 973.084778
	Iteration 10Q: 3 clusters Score -2906245 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2906536.000000 Penalty: 973.084778
	Iteration 11Q: 3 clusters Score -2906536 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2906874.500000 Penalty: 973.084778
	Iteration 12Q: 3 clusters Score -2906874 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2907214.000000 Penalty: 973.084778
	Iteration 13Q: 3 clusters Score -2907214 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2907543.750000 Penalty: 973.084778
	Iteration 14Q: 3 clusters Score -2907544 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2907877.500000 Penalty: 973.084778
	Iteration 15Q: 3 clusters Score -2907878 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2908251.500000 Penalty: 973.084778
	Iteration 16Q: 3 clusters Score -2908252 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2908574.250000 Penalty: 973.084778
	Iteration 17Q: 3 clusters Score -2908574 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2908851.250000 Penalty: 973.084778
	Iteration 18Q: 3 clusters Score -2908851 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2909131.750000 Penalty: 973.084778
	Iteration 19Q: 3 clusters Score -2909132 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2909371.750000 Penalty: 973.084778
	Iteration 20F: 3 clusters Score -2909372 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2909586.250000 Penalty: 973.084778
	Iteration 21Q: 3 clusters Score -2909586 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2909772.750000 Penalty: 973.084778
	Iteration 22Q: 3 clusters Score -2909773 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2909930.000000 Penalty: 973.084778
	Iteration 23Q: 3 clusters Score -2909930 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2910064.250000 Penalty: 973.084778
	Iteration 24Q: 3 clusters Score -2910064 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2910169.500000 Penalty: 973.084778
	Iteration 25Q: 3 clusters Score -2910170 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2910226.500000 Penalty: 973.084778
	Iteration 26Q: 3 clusters Score -2910226 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2910278.750000 Penalty: 973.084778
	Iteration 27Q: 3 clusters Score -2910279 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2910355.250000 Penalty: 973.084778
	Iteration 28Q: 3 clusters Score -2910355 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2910431.500000 Penalty: 973.084778
	Iteration 29Q: 3 clusters Score -2910432 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2910496.000000 Penalty: 973.084778
	Iteration 30Q: 3 clusters Score -2910496 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2910536.250000 Penalty: 973.084778
	Iteration 31Q: 3 clusters Score -2910536 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2910592.750000 Penalty: 973.084778
	Iteration 32Q: 3 clusters Score -2910593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2910625.250000 Penalty: 973.084778
	Iteration 33Q: 3 clusters Score -2910625 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2910625.500000 Penalty: 973.084778
	Iteration 34Q: 3 clusters Score -2910626 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2910634.750000 Penalty: 973.084778
	Iteration 35Q: 3 clusters Score -2910635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2910613.750000 Penalty: 973.084778
	Iteration 36Q: 3 clusters Score -2910614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2910589.000000 Penalty: 973.084778
	Iteration 37Q: 3 clusters Score -2910589 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2910574.250000 Penalty: 973.084778
	Iteration 38Q: 3 clusters Score -2910574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2910575.250000 Penalty: 973.084778
	Iteration 39Q: 3 clusters Score -2910575 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2910560.250000 Penalty: 973.084778
	Iteration 40F: 3 clusters Score -2910560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2910565.750000 Penalty: 973.084778
	Iteration 41Q: 3 clusters Score -2910566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2910559.500000 Penalty: 973.084778
	Iteration 42Q: 3 clusters Score -2910560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2910572.000000 Penalty: 973.084778
	Iteration 43Q: 3 clusters Score -2910572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2910589.500000 Penalty: 973.084778
	Iteration 44Q: 3 clusters Score -2910590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2910597.750000 Penalty: 973.084778
	Iteration 45Q: 3 clusters Score -2910598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2910605.000000 Penalty: 973.084778
	Iteration 46Q: 3 clusters Score -2910605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2910602.500000 Penalty: 973.084778
	Iteration 47Q: 3 clusters Score -2910602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2910606.000000 Penalty: 973.084778
	Iteration 48Q: 3 clusters Score -2910606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2910652.500000 Penalty: 973.084778
	Iteration 49Q: 3 clusters Score -2910652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2910683.500000 Penalty: 973.084778
	Iteration 50Q: 3 clusters Score -2910684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2910713.000000 Penalty: 973.084778
	Iteration 51Q: 3 clusters Score -2910713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2910720.250000 Penalty: 973.084778
	Iteration 52Q: 3 clusters Score -2910720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2910754.000000 Penalty: 973.084778
	Iteration 53Q: 3 clusters Score -2910754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2910783.250000 Penalty: 973.084778
	Iteration 54Q: 3 clusters Score -2910783 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2910820.000000 Penalty: 973.084778
	Iteration 55Q: 3 clusters Score -2910820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2910824.750000 Penalty: 973.084778
	Iteration 56Q: 3 clusters Score -2910825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2910854.500000 Penalty: 973.084778
	Iteration 57Q: 3 clusters Score -2910854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2910865.750000 Penalty: 973.084778
	Iteration 58Q: 3 clusters Score -2910866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2910868.750000 Penalty: 973.084778
	Iteration 59Q: 3 clusters Score -2910869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2910874.500000 Penalty: 973.084778
	Iteration 60F: 3 clusters Score -2910874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2910878.250000 Penalty: 973.084778
	Iteration 61Q: 3 clusters Score -2910878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2910877.250000 Penalty: 973.084778
	Iteration 62Q: 3 clusters Score -2910877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2910888.250000 Penalty: 973.084778
	Iteration 63Q: 3 clusters Score -2910888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2910906.250000 Penalty: 973.084778
	Iteration 64Q: 3 clusters Score -2910906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2910919.250000 Penalty: 973.084778
	Iteration 65Q: 3 clusters Score -2910919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2910937.250000 Penalty: 973.084778
	Iteration 66Q: 3 clusters Score -2910937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2910951.250000 Penalty: 973.084778
	Iteration 67Q: 3 clusters Score -2910951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2910967.250000 Penalty: 973.084778
	Iteration 68Q: 3 clusters Score -2910967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2910978.250000 Penalty: 973.084778
	Iteration 69Q: 3 clusters Score -2910978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2910995.500000 Penalty: 973.084778
	Iteration 70Q: 3 clusters Score -2910996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2911010.500000 Penalty: 973.084778
	Iteration 71Q: 3 clusters Score -2911010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2911028.500000 Penalty: 973.084778
	Iteration 72Q: 3 clusters Score -2911028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2911036.750000 Penalty: 973.084778
	Iteration 73Q: 3 clusters Score -2911037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2911048.500000 Penalty: 973.084778
	Iteration 74Q: 3 clusters Score -2911048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2911057.000000 Penalty: 973.084778
	Iteration 75Q: 3 clusters Score -2911057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2911076.500000 Penalty: 973.084778
	Iteration 76Q: 3 clusters Score -2911076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2911092.250000 Penalty: 973.084778
	Iteration 77Q: 3 clusters Score -2911092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2911101.500000 Penalty: 973.084778
	Iteration 78Q: 3 clusters Score -2911102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2911107.250000 Penalty: 973.084778
	Iteration 79Q: 3 clusters Score -2911107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2911132.000000 Penalty: 973.084778
	Iteration 80F: 3 clusters Score -2911132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2911136.750000 Penalty: 973.084778
	Iteration 81Q: 3 clusters Score -2911137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2911165.750000 Penalty: 973.084778
	Iteration 82Q: 3 clusters Score -2911166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2911169.000000 Penalty: 973.084778
	Iteration 83Q: 3 clusters Score -2911169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2911182.000000 Penalty: 973.084778
	Iteration 84Q: 3 clusters Score -2911182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2911182.750000 Penalty: 973.084778
	Iteration 85Q: 3 clusters Score -2911183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2911197.000000 Penalty: 973.084778
	Iteration 86Q: 3 clusters Score -2911197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2911211.500000 Penalty: 973.084778
	Iteration 87Q: 3 clusters Score -2911212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2911210.500000 Penalty: 973.084778
	Iteration 88Q: 3 clusters Score -2911210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2911228.500000 Penalty: 973.084778
	Iteration 89Q: 3 clusters Score -2911228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2911232.500000 Penalty: 973.084778
	Iteration 90Q: 3 clusters Score -2911232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2911249.250000 Penalty: 973.084778
	Iteration 91Q: 3 clusters Score -2911249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2911261.500000 Penalty: 973.084778
	Iteration 92Q: 3 clusters Score -2911262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2911265.750000 Penalty: 973.084778
	Iteration 93Q: 3 clusters Score -2911266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2911271.250000 Penalty: 973.084778
	Iteration 94Q: 3 clusters Score -2911271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2911278.750000 Penalty: 973.084778
	Iteration 95Q: 3 clusters Score -2911279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2911283.750000 Penalty: 973.084778
	Iteration 96Q: 3 clusters Score -2911284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2911292.500000 Penalty: 973.084778
	Iteration 97Q: 3 clusters Score -2911292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2911299.000000 Penalty: 973.084778
	Iteration 98Q: 3 clusters Score -2911299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2911301.000000 Penalty: 973.084778
	Iteration 99Q: 3 clusters Score -2911301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2911298.500000 Penalty: 973.084778
	Iteration 100F: 3 clusters Score -2911298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Entering Unmasked Estep 
Score: -5006091.000000 Penalty: 512.884705
	Iteration 0F: 2 clusters Score -5006091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4956021.500000 Penalty: 1025.769409
	Iteration 0F: 3 clusters Score -4956022 nChanged 38470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -4980569.500000 Penalty: 1025.769409
	Iteration 1F: 3 clusters Score -4980570 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -4983305.000000 Penalty: 1025.769409
	Iteration 2F: 3 clusters Score -4983305 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -4987497.000000 Penalty: 1025.769409
	Iteration 3F: 3 clusters Score -4987497 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4991753.500000 Penalty: 1025.769409
	Iteration 4F: 3 clusters Score -4991754 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4993840.000000 Penalty: 1025.769409
	Iteration 5F: 3 clusters Score -4993840 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4994345.500000 Penalty: 1025.769409
	Iteration 6Q: 3 clusters Score -4994346 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4994485.500000 Penalty: 1025.769409
	Iteration 7Q: 3 clusters Score -4994486 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4994566.500000 Penalty: 1025.769409
	Iteration 8Q: 3 clusters Score -4994566 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -4994681.500000 Penalty: 1025.769409
	Iteration 9Q: 3 clusters Score -4994682 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -4994768.000000 Penalty: 1025.769409
	Iteration 10Q: 3 clusters Score -4994768 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4994897.500000 Penalty: 1025.769409
	Iteration 11Q: 3 clusters Score -4994898 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4995011.500000 Penalty: 1025.769409
	Iteration 12Q: 3 clusters Score -4995012 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4995121.500000 Penalty: 1025.769409
	Iteration 13Q: 3 clusters Score -4995122 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -4995291.500000 Penalty: 1025.769409
	Iteration 14Q: 3 clusters Score -4995292 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -4995467.500000 Penalty: 1025.769409
	Iteration 15Q: 3 clusters Score -4995468 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4995632.500000 Penalty: 1025.769409
	Iteration 16Q: 3 clusters Score -4995632 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -4995839.500000 Penalty: 1025.769409
	Iteration 17Q: 3 clusters Score -4995840 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4996158.500000 Penalty: 1025.769409
	Iteration 18Q: 3 clusters Score -4996158 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -4996436.000000 Penalty: 1025.769409
	Iteration 19Q: 3 clusters Score -4996436 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4996838.500000 Penalty: 1025.769409
	Iteration 20F: 3 clusters Score -4996838 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4997291.500000 Penalty: 1025.769409
	Iteration 21Q: 3 clusters Score -4997292 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4997773.000000 Penalty: 1025.769409
	Iteration 22Q: 3 clusters Score -4997773 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -4998297.000000 Penalty: 1025.769409
	Iteration 23Q: 3 clusters Score -4998297 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4998733.500000 Penalty: 1025.769409
	Iteration 24Q: 3 clusters Score -4998734 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -4999136.500000 Penalty: 1025.769409
	Iteration 25Q: 3 clusters Score -4999136 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4999523.500000 Penalty: 1025.769409
	Iteration 26Q: 3 clusters Score -4999524 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -4999867.500000 Penalty: 1025.769409
	Iteration 27Q: 3 clusters Score -4999868 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -5000134.500000 Penalty: 1025.769409
	Iteration 28Q: 3 clusters Score -5000134 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5000333.000000 Penalty: 1025.769409
	Iteration 29Q: 3 clusters Score -5000333 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5000533.000000 Penalty: 1025.769409
	Iteration 30Q: 3 clusters Score -5000533 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5000707.500000 Penalty: 1025.769409
	Iteration 31Q: 3 clusters Score -5000708 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -5000873.500000 Penalty: 1025.769409
	Iteration 32Q: 3 clusters Score -5000874 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5000977.000000 Penalty: 1025.769409
	Iteration 33Q: 3 clusters Score -5000977 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5001076.000000 Penalty: 1025.769409
	Iteration 34Q: 3 clusters Score -5001076 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5001155.000000 Penalty: 1025.769409
	Iteration 35Q: 3 clusters Score -5001155 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -5001256.500000 Penalty: 1025.769409
	Iteration 36Q: 3 clusters Score -5001256 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -5001345.000000 Penalty: 1025.769409
	Iteration 37Q: 3 clusters Score -5001345 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -5001410.500000 Penalty: 1025.769409
	Iteration 38Q: 3 clusters Score -5001410 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -5001508.000000 Penalty: 1025.769409
	Iteration 39Q: 3 clusters Score -5001508 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -5001584.000000 Penalty: 1025.769409
	Iteration 40F: 3 clusters Score -5001584 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -5001643.500000 Penalty: 1025.769409
	Iteration 41Q: 3 clusters Score -5001644 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -5001753.500000 Penalty: 1025.769409
	Iteration 42Q: 3 clusters Score -5001754 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -5001884.000000 Penalty: 1025.769409
	Iteration 43Q: 3 clusters Score -5001884 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -5002026.500000 Penalty: 1025.769409
	Iteration 44Q: 3 clusters Score -5002026 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -5002206.500000 Penalty: 1025.769409
	Iteration 45Q: 3 clusters Score -5002206 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -5002392.500000 Penalty: 1025.769409
	Iteration 46Q: 3 clusters Score -5002392 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -5002557.000000 Penalty: 1025.769409
	Iteration 47Q: 3 clusters Score -5002557 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -5002753.500000 Penalty: 1025.769409
	Iteration 48Q: 3 clusters Score -5002754 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -5002953.500000 Penalty: 1025.769409
	Iteration 49Q: 3 clusters Score -5002954 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -5003142.000000 Penalty: 1025.769409
	Iteration 50Q: 3 clusters Score -5003142 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -5003289.500000 Penalty: 1025.769409
	Iteration 51Q: 3 clusters Score -5003290 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -5003389.000000 Penalty: 1025.769409
	Iteration 52Q: 3 clusters Score -5003389 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -5003490.500000 Penalty: 1025.769409
	Iteration 53Q: 3 clusters Score -5003490 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -5003612.500000 Penalty: 1025.769409
	Iteration 54Q: 3 clusters Score -5003612 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -5003754.000000 Penalty: 1025.769409
	Iteration 55Q: 3 clusters Score -5003754 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -5003958.000000 Penalty: 1025.769409
	Iteration 56Q: 3 clusters Score -5003958 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -5004143.500000 Penalty: 1025.769409
	Iteration 57Q: 3 clusters Score -5004144 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -5004265.000000 Penalty: 1025.769409
	Iteration 58Q: 3 clusters Score -5004265 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -5004368.500000 Penalty: 1025.769409
	Iteration 59Q: 3 clusters Score -5004368 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -5004499.000000 Penalty: 1025.769409
	Iteration 60F: 3 clusters Score -5004499 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -5004615.000000 Penalty: 1025.769409
	Iteration 61Q: 3 clusters Score -5004615 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -5004708.500000 Penalty: 1025.769409
	Iteration 62Q: 3 clusters Score -5004708 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -5004811.500000 Penalty: 1025.769409
	Iteration 63Q: 3 clusters Score -5004812 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -5004869.000000 Penalty: 1025.769409
	Iteration 64Q: 3 clusters Score -5004869 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -5004942.000000 Penalty: 1025.769409
	Iteration 65Q: 3 clusters Score -5004942 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -5005097.000000 Penalty: 1025.769409
	Iteration 66Q: 3 clusters Score -5005097 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -5005231.500000 Penalty: 1025.769409
	Iteration 67Q: 3 clusters Score -5005232 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -5005381.500000 Penalty: 1025.769409
	Iteration 68Q: 3 clusters Score -5005382 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -5005488.000000 Penalty: 1025.769409
	Iteration 69Q: 3 clusters Score -5005488 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -5005593.500000 Penalty: 1025.769409
	Iteration 70Q: 3 clusters Score -5005594 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -5005677.500000 Penalty: 1025.769409
	Iteration 71Q: 3 clusters Score -5005678 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -5005743.500000 Penalty: 1025.769409
	Iteration 72Q: 3 clusters Score -5005744 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -5005806.500000 Penalty: 1025.769409
	Iteration 73Q: 3 clusters Score -5005806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -5005863.500000 Penalty: 1025.769409
	Iteration 74Q: 3 clusters Score -5005864 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -5005883.000000 Penalty: 1025.769409
	Iteration 75Q: 3 clusters Score -5005883 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -5005882.500000 Penalty: 1025.769409
	Iteration 76Q: 3 clusters Score -5005882 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -5005902.000000 Penalty: 1025.769409
	Iteration 77Q: 3 clusters Score -5005902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -5005869.000000 Penalty: 1025.769409
	Iteration 78Q: 3 clusters Score -5005869 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -5005907.000000 Penalty: 1025.769409
	Iteration 79Q: 3 clusters Score -5005907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -5005879.500000 Penalty: 1025.769409
	Iteration 80F: 3 clusters Score -5005880 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -5005866.000000 Penalty: 1025.769409
	Iteration 81Q: 3 clusters Score -5005866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -5005838.000000 Penalty: 1025.769409
	Iteration 82Q: 3 clusters Score -5005838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -5005841.000000 Penalty: 1025.769409
	Iteration 83Q: 3 clusters Score -5005841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -5005829.000000 Penalty: 1025.769409
	Iteration 84Q: 3 clusters Score -5005829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -5005842.500000 Penalty: 1025.769409
	Iteration 85Q: 3 clusters Score -5005842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -5005833.000000 Penalty: 1025.769409
	Iteration 86Q: 3 clusters Score -5005833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -5005826.000000 Penalty: 1025.769409
	Iteration 87Q: 3 clusters Score -5005826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -5005837.000000 Penalty: 1025.769409
	Iteration 88Q: 3 clusters Score -5005837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -5005831.000000 Penalty: 1025.769409
	Iteration 89Q: 3 clusters Score -5005831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -5005825.500000 Penalty: 1025.769409
	Iteration 90Q: 3 clusters Score -5005826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -5005823.500000 Penalty: 1025.769409
	Iteration 91Q: 3 clusters Score -5005824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -5005833.500000 Penalty: 1025.769409
	Iteration 92Q: 3 clusters Score -5005834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -5005823.500000 Penalty: 1025.769409
	Iteration 93Q: 3 clusters Score -5005824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -5005809.500000 Penalty: 1025.769409
	Iteration 94Q: 3 clusters Score -5005810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -5005813.500000 Penalty: 1025.769409
	Iteration 95Q: 3 clusters Score -5005814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -5005816.500000 Penalty: 1025.769409
	Iteration 96Q: 3 clusters Score -5005816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -5005830.500000 Penalty: 1025.769409
	Iteration 97Q: 3 clusters Score -5005830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -5005827.000000 Penalty: 1025.769409
	Iteration 98Q: 3 clusters Score -5005827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -5005826.000000 Penalty: 1025.769409
	Iteration 99Q: 3 clusters Score -5005826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -5005830.000000 Penalty: 1025.769409
	Iteration 100F: 3 clusters Score -5005830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -5005835.500000 Penalty: 1025.769409
	Iteration 101Q: 3 clusters Score -5005836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -5005839.000000 Penalty: 1025.769409
	Iteration 102Q: 3 clusters Score -5005839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -5005842.000000 Penalty: 1025.769409
	Iteration 103Q: 3 clusters Score -5005842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -5005841.000000 Penalty: 1025.769409
	Iteration 104Q: 3 clusters Score -5005841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -5005835.500000 Penalty: 1025.769409
	Iteration 105Q: 3 clusters Score -5005836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -5005836.000000 Penalty: 1025.769409
	Iteration 106Q: 3 clusters Score -5005836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -5005829.000000 Penalty: 1025.769409
	Iteration 107Q: 3 clusters Score -5005829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -5005831.500000 Penalty: 1025.769409
	Iteration 108Q: 3 clusters Score -5005832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -5005828.000000 Penalty: 1025.769409
	Iteration 109Q: 3 clusters Score -5005828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -5005829.000000 Penalty: 1025.769409
	Iteration 110Q: 3 clusters Score -5005829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -5005829.000000 Penalty: 1025.769409
	Iteration 111F: 3 clusters Score -5005829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Entering Unmasked Estep 
Score: -1973296.125000 Penalty: 469.455963
	Iteration 0F: 2 clusters Score -1973296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1953275.875000 Penalty: 938.911926
	Iteration 0F: 3 clusters Score -1953276 nChanged 14410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1961973.500000 Penalty: 938.911926
	Iteration 1F: 3 clusters Score -1961974 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1962472.375000 Penalty: 938.911926
	Iteration 2Q: 3 clusters Score -1962472 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1963216.625000 Penalty: 938.911926
	Iteration 3Q: 3 clusters Score -1963217 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1964341.750000 Penalty: 938.911926
	Iteration 4F: 3 clusters Score -1964342 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1965642.500000 Penalty: 938.911926
	Iteration 5F: 3 clusters Score -1965642 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1966945.875000 Penalty: 938.911926
	Iteration 6F: 3 clusters Score -1966946 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1967976.500000 Penalty: 938.911926
	Iteration 7F: 3 clusters Score -1967976 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1968713.125000 Penalty: 938.911926
	Iteration 8Q: 3 clusters Score -1968713 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1969224.250000 Penalty: 938.911926
	Iteration 9Q: 3 clusters Score -1969224 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1969529.375000 Penalty: 938.911926
	Iteration 10Q: 3 clusters Score -1969529 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1969729.875000 Penalty: 938.911926
	Iteration 11Q: 3 clusters Score -1969730 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1969897.875000 Penalty: 938.911926
	Iteration 12Q: 3 clusters Score -1969898 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1970030.250000 Penalty: 938.911926
	Iteration 13Q: 3 clusters Score -1970030 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1970155.750000 Penalty: 938.911926
	Iteration 14Q: 3 clusters Score -1970156 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1970289.375000 Penalty: 938.911926
	Iteration 15Q: 3 clusters Score -1970289 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1970434.375000 Penalty: 938.911926
	Iteration 16Q: 3 clusters Score -1970434 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1970574.375000 Penalty: 938.911926
	Iteration 17Q: 3 clusters Score -1970574 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1970729.625000 Penalty: 938.911926
	Iteration 18Q: 3 clusters Score -1970730 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1970902.625000 Penalty: 938.911926
	Iteration 19Q: 3 clusters Score -1970903 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1971056.000000 Penalty: 938.911926
	Iteration 20F: 3 clusters Score -1971056 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1971207.125000 Penalty: 938.911926
	Iteration 21Q: 3 clusters Score -1971207 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1971353.125000 Penalty: 938.911926
	Iteration 22Q: 3 clusters Score -1971353 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1971515.875000 Penalty: 938.911926
	Iteration 23Q: 3 clusters Score -1971516 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1971648.625000 Penalty: 938.911926
	Iteration 24Q: 3 clusters Score -1971649 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1971786.500000 Penalty: 938.911926
	Iteration 25Q: 3 clusters Score -1971786 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1971928.250000 Penalty: 938.911926
	Iteration 26Q: 3 clusters Score -1971928 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1972071.875000 Penalty: 938.911926
	Iteration 27Q: 3 clusters Score -1972072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1972187.000000 Penalty: 938.911926
	Iteration 28Q: 3 clusters Score -1972187 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1972297.875000 Penalty: 938.911926
	Iteration 29Q: 3 clusters Score -1972298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1972387.375000 Penalty: 938.911926
	Iteration 30Q: 3 clusters Score -1972387 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1972468.875000 Penalty: 938.911926
	Iteration 31Q: 3 clusters Score -1972469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1972533.375000 Penalty: 938.911926
	Iteration 32Q: 3 clusters Score -1972533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1972593.500000 Penalty: 938.911926
	Iteration 33Q: 3 clusters Score -1972594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1972647.000000 Penalty: 938.911926
	Iteration 34Q: 3 clusters Score -1972647 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1972694.375000 Penalty: 938.911926
	Iteration 35Q: 3 clusters Score -1972694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1972726.750000 Penalty: 938.911926
	Iteration 36Q: 3 clusters Score -1972727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1972756.500000 Penalty: 938.911926
	Iteration 37Q: 3 clusters Score -1972756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1972776.375000 Penalty: 938.911926
	Iteration 38Q: 3 clusters Score -1972776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1972793.625000 Penalty: 938.911926
	Iteration 39Q: 3 clusters Score -1972794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1972805.500000 Penalty: 938.911926
	Iteration 40F: 3 clusters Score -1972806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1972828.250000 Penalty: 938.911926
	Iteration 41Q: 3 clusters Score -1972828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1972845.500000 Penalty: 938.911926
	Iteration 42Q: 3 clusters Score -1972846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1972857.750000 Penalty: 938.911926
	Iteration 43Q: 3 clusters Score -1972858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1972866.375000 Penalty: 938.911926
	Iteration 44Q: 3 clusters Score -1972866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1972873.250000 Penalty: 938.911926
	Iteration 45Q: 3 clusters Score -1972873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1972878.875000 Penalty: 938.911926
	Iteration 46Q: 3 clusters Score -1972879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1972882.500000 Penalty: 938.911926
	Iteration 47Q: 3 clusters Score -1972882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1972885.250000 Penalty: 938.911926
	Iteration 48Q: 3 clusters Score -1972885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1972887.750000 Penalty: 938.911926
	Iteration 49Q: 3 clusters Score -1972888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1972889.750000 Penalty: 938.911926
	Iteration 50Q: 3 clusters Score -1972890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1972889.250000 Penalty: 938.911926
	Iteration 51Q: 3 clusters Score -1972889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1972892.000000 Penalty: 938.911926
	Iteration 52Q: 3 clusters Score -1972892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1972891.875000 Penalty: 938.911926
	Iteration 53Q: 3 clusters Score -1972892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1972892.125000 Penalty: 938.911926
	Iteration 54Q: 3 clusters Score -1972892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1972895.250000 Penalty: 938.911926
	Iteration 55Q: 3 clusters Score -1972895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1972897.625000 Penalty: 938.911926
	Iteration 56Q: 3 clusters Score -1972898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1972898.625000 Penalty: 938.911926
	Iteration 57Q: 3 clusters Score -1972899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1972900.125000 Penalty: 938.911926
	Iteration 58Q: 3 clusters Score -1972900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1972900.125000 Penalty: 938.911926
	Iteration 59F: 3 clusters Score -1972900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Entering Unmasked Estep 
Score: -3908721.000000 Penalty: 503.948853
	Iteration 0F: 2 clusters Score -3908721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -3866791.250000 Penalty: 1007.897705
	Iteration 0F: 3 clusters Score -3866791 nChanged 31185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3885818.750000 Penalty: 1007.897705
	Iteration 1F: 3 clusters Score -3885819 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -3887223.000000 Penalty: 1007.897705
	Iteration 2Q: 3 clusters Score -3887223 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -3889332.500000 Penalty: 1007.897705
	Iteration 3F: 3 clusters Score -3889332 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -3892333.250000 Penalty: 1007.897705
	Iteration 4F: 3 clusters Score -3892333 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3895589.500000 Penalty: 1007.897705
	Iteration 5F: 3 clusters Score -3895590 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -3897648.250000 Penalty: 1007.897705
	Iteration 6F: 3 clusters Score -3897648 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -3898251.250000 Penalty: 1007.897705
	Iteration 7Q: 3 clusters Score -3898251 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3898410.000000 Penalty: 1007.897705
	Iteration 8Q: 3 clusters Score -3898410 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3898434.500000 Penalty: 1007.897705
	Iteration 9Q: 3 clusters Score -3898434 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -3898462.250000 Penalty: 1007.897705
	Iteration 10Q: 3 clusters Score -3898462 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -3898491.250000 Penalty: 1007.897705
	Iteration 11Q: 3 clusters Score -3898491 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3898498.250000 Penalty: 1007.897705
	Iteration 12Q: 3 clusters Score -3898498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -3898513.500000 Penalty: 1007.897705
	Iteration 13Q: 3 clusters Score -3898514 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -3898538.750000 Penalty: 1007.897705
	Iteration 14Q: 3 clusters Score -3898539 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -3898552.000000 Penalty: 1007.897705
	Iteration 15Q: 3 clusters Score -3898552 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -3898583.250000 Penalty: 1007.897705
	Iteration 16Q: 3 clusters Score -3898583 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -3898608.750000 Penalty: 1007.897705
	Iteration 17Q: 3 clusters Score -3898609 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3898636.750000 Penalty: 1007.897705
	Iteration 18Q: 3 clusters Score -3898637 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -3898647.500000 Penalty: 1007.897705
	Iteration 19Q: 3 clusters Score -3898648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -3898663.250000 Penalty: 1007.897705
	Iteration 20F: 3 clusters Score -3898663 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -3898662.250000 Penalty: 1007.897705
	Iteration 21Q: 3 clusters Score -3898662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -3898679.750000 Penalty: 1007.897705
	Iteration 22Q: 3 clusters Score -3898680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -3898690.500000 Penalty: 1007.897705
	Iteration 23Q: 3 clusters Score -3898690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -3898692.750000 Penalty: 1007.897705
	Iteration 24Q: 3 clusters Score -3898693 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -3898707.000000 Penalty: 1007.897705
	Iteration 25Q: 3 clusters Score -3898707 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -3898736.000000 Penalty: 1007.897705
	Iteration 26Q: 3 clusters Score -3898736 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -3898728.750000 Penalty: 1007.897705
	Iteration 27Q: 3 clusters Score -3898729 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -3898749.750000 Penalty: 1007.897705
	Iteration 28Q: 3 clusters Score -3898750 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -3898761.750000 Penalty: 1007.897705
	Iteration 29Q: 3 clusters Score -3898762 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -3898809.000000 Penalty: 1007.897705
	Iteration 30Q: 3 clusters Score -3898809 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -3898835.000000 Penalty: 1007.897705
	Iteration 31Q: 3 clusters Score -3898835 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -3898866.750000 Penalty: 1007.897705
	Iteration 32Q: 3 clusters Score -3898867 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -3898907.750000 Penalty: 1007.897705
	Iteration 33Q: 3 clusters Score -3898908 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -3898946.750000 Penalty: 1007.897705
	Iteration 34Q: 3 clusters Score -3898947 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -3898971.500000 Penalty: 1007.897705
	Iteration 35Q: 3 clusters Score -3898972 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -3899022.500000 Penalty: 1007.897705
	Iteration 36Q: 3 clusters Score -3899022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -3899065.000000 Penalty: 1007.897705
	Iteration 37Q: 3 clusters Score -3899065 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -3899099.750000 Penalty: 1007.897705
	Iteration 38Q: 3 clusters Score -3899100 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -3899147.750000 Penalty: 1007.897705
	Iteration 39Q: 3 clusters Score -3899148 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -3899203.000000 Penalty: 1007.897705
	Iteration 40F: 3 clusters Score -3899203 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -3899251.750000 Penalty: 1007.897705
	Iteration 41Q: 3 clusters Score -3899252 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -3899335.250000 Penalty: 1007.897705
	Iteration 42Q: 3 clusters Score -3899335 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -3899404.500000 Penalty: 1007.897705
	Iteration 43Q: 3 clusters Score -3899404 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -3899496.000000 Penalty: 1007.897705
	Iteration 44Q: 3 clusters Score -3899496 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -3899617.500000 Penalty: 1007.897705
	Iteration 45Q: 3 clusters Score -3899618 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -3899752.750000 Penalty: 1007.897705
	Iteration 46Q: 3 clusters Score -3899753 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -3899901.500000 Penalty: 1007.897705
	Iteration 47Q: 3 clusters Score -3899902 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -3900074.000000 Penalty: 1007.897705
	Iteration 48Q: 3 clusters Score -3900074 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -3900305.500000 Penalty: 1007.897705
	Iteration 49Q: 3 clusters Score -3900306 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -3900561.500000 Penalty: 1007.897705
	Iteration 50Q: 3 clusters Score -3900562 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -3900834.500000 Penalty: 1007.897705
	Iteration 51Q: 3 clusters Score -3900834 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -3901116.750000 Penalty: 1007.897705
	Iteration 52Q: 3 clusters Score -3901117 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -3901456.000000 Penalty: 1007.897705
	Iteration 53Q: 3 clusters Score -3901456 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -3901816.750000 Penalty: 1007.897705
	Iteration 54Q: 3 clusters Score -3901817 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -3902182.750000 Penalty: 1007.897705
	Iteration 55Q: 3 clusters Score -3902183 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -3902556.000000 Penalty: 1007.897705
	Iteration 56Q: 3 clusters Score -3902556 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -3902894.500000 Penalty: 1007.897705
	Iteration 57Q: 3 clusters Score -3902894 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -3903160.500000 Penalty: 1007.897705
	Iteration 58Q: 3 clusters Score -3903160 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -3903395.000000 Penalty: 1007.897705
	Iteration 59Q: 3 clusters Score -3903395 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -3903546.750000 Penalty: 1007.897705
	Iteration 60F: 3 clusters Score -3903547 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -3903673.000000 Penalty: 1007.897705
	Iteration 61Q: 3 clusters Score -3903673 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -3903765.000000 Penalty: 1007.897705
	Iteration 62Q: 3 clusters Score -3903765 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -3903825.500000 Penalty: 1007.897705
	Iteration 63Q: 3 clusters Score -3903826 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -3903870.000000 Penalty: 1007.897705
	Iteration 64Q: 3 clusters Score -3903870 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -3903901.250000 Penalty: 1007.897705
	Iteration 65Q: 3 clusters Score -3903901 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -3903923.000000 Penalty: 1007.897705
	Iteration 66Q: 3 clusters Score -3903923 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -3903960.250000 Penalty: 1007.897705
	Iteration 67Q: 3 clusters Score -3903960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -3903978.750000 Penalty: 1007.897705
	Iteration 68Q: 3 clusters Score -3903979 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -3903998.000000 Penalty: 1007.897705
	Iteration 69Q: 3 clusters Score -3903998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -3904004.250000 Penalty: 1007.897705
	Iteration 70Q: 3 clusters Score -3904004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -3904037.250000 Penalty: 1007.897705
	Iteration 71Q: 3 clusters Score -3904037 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -3904042.500000 Penalty: 1007.897705
	Iteration 72Q: 3 clusters Score -3904042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -3904048.750000 Penalty: 1007.897705
	Iteration 73Q: 3 clusters Score -3904049 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -3904054.000000 Penalty: 1007.897705
	Iteration 74Q: 3 clusters Score -3904054 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -3904059.750000 Penalty: 1007.897705
	Iteration 75Q: 3 clusters Score -3904060 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -3904069.750000 Penalty: 1007.897705
	Iteration 76Q: 3 clusters Score -3904070 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -3904085.000000 Penalty: 1007.897705
	Iteration 77Q: 3 clusters Score -3904085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -3904099.500000 Penalty: 1007.897705
	Iteration 78Q: 3 clusters Score -3904100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -3904106.250000 Penalty: 1007.897705
	Iteration 79Q: 3 clusters Score -3904106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -3904104.750000 Penalty: 1007.897705
	Iteration 80F: 3 clusters Score -3904105 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -3904112.000000 Penalty: 1007.897705
	Iteration 81Q: 3 clusters Score -3904112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -3904122.000000 Penalty: 1007.897705
	Iteration 82Q: 3 clusters Score -3904122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -3904113.750000 Penalty: 1007.897705
	Iteration 83Q: 3 clusters Score -3904114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -3904129.750000 Penalty: 1007.897705
	Iteration 84Q: 3 clusters Score -3904130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -3904132.000000 Penalty: 1007.897705
	Iteration 85Q: 3 clusters Score -3904132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -3904126.250000 Penalty: 1007.897705
	Iteration 86Q: 3 clusters Score -3904126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -3904133.250000 Penalty: 1007.897705
	Iteration 87Q: 3 clusters Score -3904133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -3904136.250000 Penalty: 1007.897705
	Iteration 88Q: 3 clusters Score -3904136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -3904138.500000 Penalty: 1007.897705
	Iteration 89Q: 3 clusters Score -3904138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -3904142.250000 Penalty: 1007.897705
	Iteration 90Q: 3 clusters Score -3904142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -3904146.250000 Penalty: 1007.897705
	Iteration 91Q: 3 clusters Score -3904146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -3904136.500000 Penalty: 1007.897705
	Iteration 92Q: 3 clusters Score -3904136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -3904138.750000 Penalty: 1007.897705
	Iteration 93Q: 3 clusters Score -3904139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -3904130.500000 Penalty: 1007.897705
	Iteration 94Q: 3 clusters Score -3904130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -3904129.250000 Penalty: 1007.897705
	Iteration 95Q: 3 clusters Score -3904129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -3904128.750000 Penalty: 1007.897705
	Iteration 96Q: 3 clusters Score -3904129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -3904135.500000 Penalty: 1007.897705
	Iteration 97Q: 3 clusters Score -3904136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -3904127.250000 Penalty: 1007.897705
	Iteration 98Q: 3 clusters Score -3904127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -3904130.000000 Penalty: 1007.897705
	Iteration 99Q: 3 clusters Score -3904130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -3904131.750000 Penalty: 1007.897705
	Iteration 100F: 3 clusters Score -3904132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -3904131.750000 Penalty: 1007.897705
	Iteration 101Q: 3 clusters Score -3904132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -3904139.250000 Penalty: 1007.897705
	Iteration 102Q: 3 clusters Score -3904139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -3904144.500000 Penalty: 1007.897705
	Iteration 103Q: 3 clusters Score -3904144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -3904136.750000 Penalty: 1007.897705
	Iteration 104Q: 3 clusters Score -3904137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -3904143.000000 Penalty: 1007.897705
	Iteration 105Q: 3 clusters Score -3904143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -3904141.500000 Penalty: 1007.897705
	Iteration 106Q: 3 clusters Score -3904142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -3904145.500000 Penalty: 1007.897705
	Iteration 107Q: 3 clusters Score -3904146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -3904143.500000 Penalty: 1007.897705
	Iteration 108Q: 3 clusters Score -3904144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -3904142.250000 Penalty: 1007.897705
	Iteration 109Q: 3 clusters Score -3904142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -3904140.750000 Penalty: 1007.897705
	Iteration 110Q: 3 clusters Score -3904141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -3904143.500000 Penalty: 1007.897705
	Iteration 111Q: 3 clusters Score -3904144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -3904144.500000 Penalty: 1007.897705
	Iteration 112Q: 3 clusters Score -3904144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -3904142.500000 Penalty: 1007.897705
	Iteration 113Q: 3 clusters Score -3904142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -3904141.250000 Penalty: 1007.897705
	Iteration 114Q: 3 clusters Score -3904141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -3904139.000000 Penalty: 1007.897705
	Iteration 115Q: 3 clusters Score -3904139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -3904136.750000 Penalty: 1007.897705
	Iteration 116Q: 3 clusters Score -3904137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -3904137.750000 Penalty: 1007.897705
	Iteration 117Q: 3 clusters Score -3904138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -3904138.000000 Penalty: 1007.897705
	Iteration 118Q: 3 clusters Score -3904138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -3904137.250000 Penalty: 1007.897705
	Iteration 119Q: 3 clusters Score -3904137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -3904137.250000 Penalty: 1007.897705
	Iteration 120F: 3 clusters Score -3904137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -128621.773438 Penalty: 352.906891
	Iteration 0F: 2 clusters Score -128621.8 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 1193 members 
Entering Unmasked Estep 
Score: -126939.390625 Penalty: 705.813782
	Iteration 0F: 3 clusters Score -126939.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -127616.250000 Penalty: 705.813782
	Iteration 1F: 3 clusters Score -127616.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -127885.015625 Penalty: 705.813782
	Iteration 2F: 3 clusters Score -127885 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -128134.453125 Penalty: 705.813782
	Iteration 3F: 3 clusters Score -128134.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -128301.648438 Penalty: 705.813782
	Iteration 4F: 3 clusters Score -128301.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -128373.078125 Penalty: 705.813782
	Iteration 5Q: 3 clusters Score -128373.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -128411.703125 Penalty: 705.813782
	Iteration 6Q: 3 clusters Score -128411.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -128437.187500 Penalty: 705.813782
	Iteration 7Q: 3 clusters Score -128437.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -128454.671875 Penalty: 705.813782
	Iteration 8Q: 3 clusters Score -128454.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -128470.242188 Penalty: 705.813782
	Iteration 9Q: 3 clusters Score -128470.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -128479.718750 Penalty: 705.813782
	Iteration 10Q: 3 clusters Score -128479.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -128485.390625 Penalty: 705.813782
	Iteration 11Q: 3 clusters Score -128485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -128489.921875 Penalty: 705.813782
	Iteration 12Q: 3 clusters Score -128489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -128492.593750 Penalty: 705.813782
	Iteration 13Q: 3 clusters Score -128492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -128493.671875 Penalty: 705.813782
	Iteration 14Q: 3 clusters Score -128493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -128493.820312 Penalty: 705.813782
	Iteration 15Q: 3 clusters Score -128493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -128493.820312 Penalty: 705.813782
	Iteration 16F: 3 clusters Score -128493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Entering Unmasked Estep 
Score: -2931090.500000 Penalty: 487.087524
	Iteration 0F: 2 clusters Score -2931090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2903225.500000 Penalty: 974.175049
	Iteration 0F: 3 clusters Score -2903226 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2915715.000000 Penalty: 974.175049
	Iteration 1F: 3 clusters Score -2915715 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2916159.000000 Penalty: 974.175049
	Iteration 2Q: 3 clusters Score -2916159 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2916777.000000 Penalty: 974.175049
	Iteration 3Q: 3 clusters Score -2916777 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2917629.500000 Penalty: 974.175049
	Iteration 4Q: 3 clusters Score -2917630 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2918887.500000 Penalty: 974.175049
	Iteration 5F: 3 clusters Score -2918888 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2920760.000000 Penalty: 974.175049
	Iteration 6F: 3 clusters Score -2920760 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2923020.000000 Penalty: 974.175049
	Iteration 7F: 3 clusters Score -2923020 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2924496.750000 Penalty: 974.175049
	Iteration 8F: 3 clusters Score -2924497 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2925043.250000 Penalty: 974.175049
	Iteration 9Q: 3 clusters Score -2925043 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2925251.750000 Penalty: 974.175049
	Iteration 10Q: 3 clusters Score -2925252 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2925362.750000 Penalty: 974.175049
	Iteration 11Q: 3 clusters Score -2925363 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2925505.000000 Penalty: 974.175049
	Iteration 12Q: 3 clusters Score -2925505 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -2925643.000000 Penalty: 974.175049
	Iteration 13Q: 3 clusters Score -2925643 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2925823.500000 Penalty: 974.175049
	Iteration 14Q: 3 clusters Score -2925824 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -2926011.500000 Penalty: 974.175049
	Iteration 15Q: 3 clusters Score -2926012 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -2926210.250000 Penalty: 974.175049
	Iteration 16Q: 3 clusters Score -2926210 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -2926417.250000 Penalty: 974.175049
	Iteration 17Q: 3 clusters Score -2926417 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -2926688.750000 Penalty: 974.175049
	Iteration 18Q: 3 clusters Score -2926689 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -2926960.750000 Penalty: 974.175049
	Iteration 19Q: 3 clusters Score -2926961 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -2927251.750000 Penalty: 974.175049
	Iteration 20F: 3 clusters Score -2927252 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -2927559.250000 Penalty: 974.175049
	Iteration 21Q: 3 clusters Score -2927559 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -2927935.500000 Penalty: 974.175049
	Iteration 22Q: 3 clusters Score -2927936 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -2928377.750000 Penalty: 974.175049
	Iteration 23Q: 3 clusters Score -2928378 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -2928772.750000 Penalty: 974.175049
	Iteration 24Q: 3 clusters Score -2928773 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -2929161.000000 Penalty: 974.175049
	Iteration 25Q: 3 clusters Score -2929161 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -2929345.750000 Penalty: 974.175049
	Iteration 26Q: 3 clusters Score -2929346 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -2929543.000000 Penalty: 974.175049
	Iteration 27Q: 3 clusters Score -2929543 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -2929777.500000 Penalty: 974.175049
	Iteration 28Q: 3 clusters Score -2929778 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -2929974.500000 Penalty: 974.175049
	Iteration 29Q: 3 clusters Score -2929974 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -2930137.250000 Penalty: 974.175049
	Iteration 30Q: 3 clusters Score -2930137 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -2930307.250000 Penalty: 974.175049
	Iteration 31Q: 3 clusters Score -2930307 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -2930477.250000 Penalty: 974.175049
	Iteration 32Q: 3 clusters Score -2930477 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -2930565.250000 Penalty: 974.175049
	Iteration 33Q: 3 clusters Score -2930565 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -2930644.250000 Penalty: 974.175049
	Iteration 34Q: 3 clusters Score -2930644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -2930682.750000 Penalty: 974.175049
	Iteration 35Q: 3 clusters Score -2930683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -2930685.000000 Penalty: 974.175049
	Iteration 36Q: 3 clusters Score -2930685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -2930697.000000 Penalty: 974.175049
	Iteration 37Q: 3 clusters Score -2930697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -2930707.000000 Penalty: 974.175049
	Iteration 38Q: 3 clusters Score -2930707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -2930715.750000 Penalty: 974.175049
	Iteration 39Q: 3 clusters Score -2930716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -2930717.750000 Penalty: 974.175049
	Iteration 40F: 3 clusters Score -2930718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -2930721.500000 Penalty: 974.175049
	Iteration 41Q: 3 clusters Score -2930722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -2930731.750000 Penalty: 974.175049
	Iteration 42Q: 3 clusters Score -2930732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -2930738.500000 Penalty: 974.175049
	Iteration 43Q: 3 clusters Score -2930738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -2930731.500000 Penalty: 974.175049
	Iteration 44Q: 3 clusters Score -2930732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -2930735.750000 Penalty: 974.175049
	Iteration 45Q: 3 clusters Score -2930736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -2930737.750000 Penalty: 974.175049
	Iteration 46Q: 3 clusters Score -2930738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -2930745.750000 Penalty: 974.175049
	Iteration 47Q: 3 clusters Score -2930746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -2930746.000000 Penalty: 974.175049
	Iteration 48Q: 3 clusters Score -2930746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -2930745.750000 Penalty: 974.175049
	Iteration 49Q: 3 clusters Score -2930746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -2930747.250000 Penalty: 974.175049
	Iteration 50Q: 3 clusters Score -2930747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -2930746.000000 Penalty: 974.175049
	Iteration 51Q: 3 clusters Score -2930746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -2930746.000000 Penalty: 974.175049
	Iteration 52F: 3 clusters Score -2930746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -113520.203125 Penalty: 341.599884
	Iteration 0F: 2 clusters Score -113520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -112199.703125 Penalty: 683.199768
	Iteration 0F: 3 clusters Score -112199.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -112590.875000 Penalty: 683.199768
	Iteration 1F: 3 clusters Score -112590.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -112642.367188 Penalty: 683.199768
	Iteration 2F: 3 clusters Score -112642.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -112681.218750 Penalty: 683.199768
	Iteration 3F: 3 clusters Score -112681.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112709.234375 Penalty: 683.199768
	Iteration 4Q: 3 clusters Score -112709.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -112732.757812 Penalty: 683.199768
	Iteration 5Q: 3 clusters Score -112732.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -112753.226562 Penalty: 683.199768
	Iteration 6Q: 3 clusters Score -112753.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -112774.312500 Penalty: 683.199768
	Iteration 7Q: 3 clusters Score -112774.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112789.929688 Penalty: 683.199768
	Iteration 8Q: 3 clusters Score -112789.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -112798.476562 Penalty: 683.199768
	Iteration 9Q: 3 clusters Score -112798.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -112803.789062 Penalty: 683.199768
	Iteration 10Q: 3 clusters Score -112803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -112808.960938 Penalty: 683.199768
	Iteration 11Q: 3 clusters Score -112809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -112819.203125 Penalty: 683.199768
	Iteration 12Q: 3 clusters Score -112819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112827.781250 Penalty: 683.199768
	Iteration 13Q: 3 clusters Score -112827.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -112833.984375 Penalty: 683.199768
	Iteration 14Q: 3 clusters Score -112834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -112842.242188 Penalty: 683.199768
	Iteration 15Q: 3 clusters Score -112842.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -112853.562500 Penalty: 683.199768
	Iteration 16Q: 3 clusters Score -112853.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112865.679688 Penalty: 683.199768
	Iteration 17Q: 3 clusters Score -112865.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112878.710938 Penalty: 683.199768
	Iteration 18Q: 3 clusters Score -112878.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -112895.906250 Penalty: 683.199768
	Iteration 19Q: 3 clusters Score -112895.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -112909.890625 Penalty: 683.199768
	Iteration 20F: 3 clusters Score -112909.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112922.671875 Penalty: 683.199768
	Iteration 21Q: 3 clusters Score -112922.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -112932.945312 Penalty: 683.199768
	Iteration 22Q: 3 clusters Score -112932.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112943.757812 Penalty: 683.199768
	Iteration 23Q: 3 clusters Score -112943.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112962.890625 Penalty: 683.199768
	Iteration 24Q: 3 clusters Score -112962.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -112997.492188 Penalty: 683.199768
	Iteration 25Q: 3 clusters Score -112997.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -113026.718750 Penalty: 683.199768
	Iteration 26Q: 3 clusters Score -113026.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -113043.304688 Penalty: 683.199768
	Iteration 27Q: 3 clusters Score -113043.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -113050.875000 Penalty: 683.199768
	Iteration 28Q: 3 clusters Score -113050.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -113056.367188 Penalty: 683.199768
	Iteration 29Q: 3 clusters Score -113056.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -113059.734375 Penalty: 683.199768
	Iteration 30Q: 3 clusters Score -113059.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113063.296875 Penalty: 683.199768
	Iteration 31Q: 3 clusters Score -113063.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -113068.429688 Penalty: 683.199768
	Iteration 32Q: 3 clusters Score -113068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -113072.453125 Penalty: 683.199768
	Iteration 33Q: 3 clusters Score -113072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -113076.398438 Penalty: 683.199768
	Iteration 34Q: 3 clusters Score -113076.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -113079.796875 Penalty: 683.199768
	Iteration 35Q: 3 clusters Score -113079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -113082.671875 Penalty: 683.199768
	Iteration 36Q: 3 clusters Score -113082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -113084.796875 Penalty: 683.199768
	Iteration 37Q: 3 clusters Score -113084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -113088.000000 Penalty: 683.199768
	Iteration 38Q: 3 clusters Score -113088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -113089.750000 Penalty: 683.199768
	Iteration 39Q: 3 clusters Score -113089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -113091.992188 Penalty: 683.199768
	Iteration 40F: 3 clusters Score -113092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -113093.687500 Penalty: 683.199768
	Iteration 41Q: 3 clusters Score -113093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -113094.726562 Penalty: 683.199768
	Iteration 42Q: 3 clusters Score -113094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -113095.335938 Penalty: 683.199768
	Iteration 43Q: 3 clusters Score -113095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -113096.140625 Penalty: 683.199768
	Iteration 44Q: 3 clusters Score -113096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -113097.414062 Penalty: 683.199768
	Iteration 45Q: 3 clusters Score -113097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -113097.765625 Penalty: 683.199768
	Iteration 46Q: 3 clusters Score -113097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -113097.843750 Penalty: 683.199768
	Iteration 47Q: 3 clusters Score -113097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -113097.843750 Penalty: 683.199768
	Iteration 48F: 3 clusters Score -113097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Entering Unmasked Estep 
Score: -1056534.750000 Penalty: 440.509644
	Iteration 0F: 2 clusters Score -1056535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1045850.875000 Penalty: 881.019287
	Iteration 0F: 3 clusters Score -1045851 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1050612.500000 Penalty: 881.019287
	Iteration 1F: 3 clusters Score -1050612 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1051382.625000 Penalty: 881.019287
	Iteration 2F: 3 clusters Score -1051383 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1052362.625000 Penalty: 881.019287
	Iteration 3F: 3 clusters Score -1052363 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1053239.625000 Penalty: 881.019287
	Iteration 4F: 3 clusters Score -1053240 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1053621.125000 Penalty: 881.019287
	Iteration 5F: 3 clusters Score -1053621 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1053776.375000 Penalty: 881.019287
	Iteration 6Q: 3 clusters Score -1053776 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1053891.500000 Penalty: 881.019287
	Iteration 7Q: 3 clusters Score -1053892 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1054012.000000 Penalty: 881.019287
	Iteration 8Q: 3 clusters Score -1054012 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1054146.000000 Penalty: 881.019287
	Iteration 9Q: 3 clusters Score -1054146 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1054275.375000 Penalty: 881.019287
	Iteration 10Q: 3 clusters Score -1054275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1054381.500000 Penalty: 881.019287
	Iteration 11Q: 3 clusters Score -1054382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1054489.625000 Penalty: 881.019287
	Iteration 12Q: 3 clusters Score -1054490 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1054607.750000 Penalty: 881.019287
	Iteration 13Q: 3 clusters Score -1054608 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1054738.000000 Penalty: 881.019287
	Iteration 14Q: 3 clusters Score -1054738 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1054880.000000 Penalty: 881.019287
	Iteration 15Q: 3 clusters Score -1054880 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1055025.500000 Penalty: 881.019287
	Iteration 16Q: 3 clusters Score -1055026 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1055175.125000 Penalty: 881.019287
	Iteration 17Q: 3 clusters Score -1055175 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1055318.250000 Penalty: 881.019287
	Iteration 18Q: 3 clusters Score -1055318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1055426.500000 Penalty: 881.019287
	Iteration 19Q: 3 clusters Score -1055426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1055502.250000 Penalty: 881.019287
	Iteration 20F: 3 clusters Score -1055502 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1055570.875000 Penalty: 881.019287
	Iteration 21Q: 3 clusters Score -1055571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1055624.750000 Penalty: 881.019287
	Iteration 22Q: 3 clusters Score -1055625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1055663.625000 Penalty: 881.019287
	Iteration 23Q: 3 clusters Score -1055664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1055691.625000 Penalty: 881.019287
	Iteration 24Q: 3 clusters Score -1055692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1055710.000000 Penalty: 881.019287
	Iteration 25Q: 3 clusters Score -1055710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1055722.500000 Penalty: 881.019287
	Iteration 26Q: 3 clusters Score -1055722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1055731.000000 Penalty: 881.019287
	Iteration 27Q: 3 clusters Score -1055731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1055736.625000 Penalty: 881.019287
	Iteration 28Q: 3 clusters Score -1055737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1055741.625000 Penalty: 881.019287
	Iteration 29Q: 3 clusters Score -1055742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1055745.625000 Penalty: 881.019287
	Iteration 30Q: 3 clusters Score -1055746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1055745.375000 Penalty: 881.019287
	Iteration 31Q: 3 clusters Score -1055745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1055745.375000 Penalty: 881.019287
	Iteration 32Q: 3 clusters Score -1055745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1055747.000000 Penalty: 881.019287
	Iteration 33Q: 3 clusters Score -1055747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1055749.750000 Penalty: 881.019287
	Iteration 34Q: 3 clusters Score -1055750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1055753.250000 Penalty: 881.019287
	Iteration 35Q: 3 clusters Score -1055753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1055752.500000 Penalty: 881.019287
	Iteration 36Q: 3 clusters Score -1055752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1055754.000000 Penalty: 881.019287
	Iteration 37Q: 3 clusters Score -1055754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1055753.875000 Penalty: 881.019287
	Iteration 38Q: 3 clusters Score -1055754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1055753.750000 Penalty: 881.019287
	Iteration 39Q: 3 clusters Score -1055754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1055755.125000 Penalty: 881.019287
	Iteration 40F: 3 clusters Score -1055755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1055753.500000 Penalty: 881.019287
	Iteration 41Q: 3 clusters Score -1055754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1055754.250000 Penalty: 881.019287
	Iteration 42Q: 3 clusters Score -1055754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1055755.125000 Penalty: 881.019287
	Iteration 43Q: 3 clusters Score -1055755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1055753.625000 Penalty: 881.019287
	Iteration 44Q: 3 clusters Score -1055754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1055751.875000 Penalty: 881.019287
	Iteration 45Q: 3 clusters Score -1055752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1055754.625000 Penalty: 881.019287
	Iteration 46Q: 3 clusters Score -1055755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1055753.625000 Penalty: 881.019287
	Iteration 47Q: 3 clusters Score -1055754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1055757.000000 Penalty: 881.019287
	Iteration 48Q: 3 clusters Score -1055757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1055758.000000 Penalty: 881.019287
	Iteration 49Q: 3 clusters Score -1055758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1055756.625000 Penalty: 881.019287
	Iteration 50Q: 3 clusters Score -1055757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1055757.875000 Penalty: 881.019287
	Iteration 51Q: 3 clusters Score -1055758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1055758.000000 Penalty: 881.019287
	Iteration 52Q: 3 clusters Score -1055758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1055759.625000 Penalty: 881.019287
	Iteration 53Q: 3 clusters Score -1055760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1055756.625000 Penalty: 881.019287
	Iteration 54Q: 3 clusters Score -1055757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1055758.875000 Penalty: 881.019287
	Iteration 55Q: 3 clusters Score -1055759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1055758.625000 Penalty: 881.019287
	Iteration 56Q: 3 clusters Score -1055759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1055757.250000 Penalty: 881.019287
	Iteration 57Q: 3 clusters Score -1055757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1055757.375000 Penalty: 881.019287
	Iteration 58Q: 3 clusters Score -1055757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1055756.875000 Penalty: 881.019287
	Iteration 59Q: 3 clusters Score -1055757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1055756.875000 Penalty: 881.019287
	Iteration 60F: 3 clusters Score -1055757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -47059.929688 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47059.93 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47387.617188 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47387.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47484.671875 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47484.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47546.128906 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47546.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47581.453125 Penalty: 622.781250
	Iteration 4Q: 3 clusters Score -47581.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47605.691406 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47605.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47627.125000 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47627.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47642.898438 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47642.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47657.558594 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47657.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47665.695312 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47665.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47675.828125 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47675.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47681.789062 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47681.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47688.308594 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47688.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47692.000000 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47696.125000 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47696.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47700.355469 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -47700.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47701.984375 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -47701.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47703.296875 Penalty: 622.781250
	Iteration 17Q: 3 clusters Score -47703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47704.984375 Penalty: 622.781250
	Iteration 18Q: 3 clusters Score -47704.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47705.945312 Penalty: 622.781250
	Iteration 19Q: 3 clusters Score -47705.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47707.687500 Penalty: 622.781250
	Iteration 20F: 3 clusters Score -47707.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47708.402344 Penalty: 622.781250
	Iteration 21Q: 3 clusters Score -47708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47708.402344 Penalty: 622.781250
	Iteration 22F: 3 clusters Score -47708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Entering Unmasked Estep 
Score: -438045.781250 Penalty: 404.744904
	Iteration 0F: 2 clusters Score -438045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -433221.031250 Penalty: 809.489807
	Iteration 0F: 3 clusters Score -433221 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -435182.125000 Penalty: 809.489807
	Iteration 1F: 3 clusters Score -435182.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -435402.593750 Penalty: 809.489807
	Iteration 2F: 3 clusters Score -435402.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -435695.593750 Penalty: 809.489807
	Iteration 3F: 3 clusters Score -435695.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -436053.187500 Penalty: 809.489807
	Iteration 4F: 3 clusters Score -436053.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436431.656250 Penalty: 809.489807
	Iteration 5F: 3 clusters Score -436431.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -436722.062500 Penalty: 809.489807
	Iteration 6F: 3 clusters Score -436722.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -437001.031250 Penalty: 809.489807
	Iteration 7Q: 3 clusters Score -437001 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -437224.281250 Penalty: 809.489807
	Iteration 8Q: 3 clusters Score -437224.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -437367.593750 Penalty: 809.489807
	Iteration 9Q: 3 clusters Score -437367.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -437477.531250 Penalty: 809.489807
	Iteration 10Q: 3 clusters Score -437477.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -437560.187500 Penalty: 809.489807
	Iteration 11Q: 3 clusters Score -437560.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -437610.093750 Penalty: 809.489807
	Iteration 12Q: 3 clusters Score -437610.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -437641.281250 Penalty: 809.489807
	Iteration 13Q: 3 clusters Score -437641.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -437662.875000 Penalty: 809.489807
	Iteration 14Q: 3 clusters Score -437662.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -437674.906250 Penalty: 809.489807
	Iteration 15Q: 3 clusters Score -437674.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -437688.343750 Penalty: 809.489807
	Iteration 16Q: 3 clusters Score -437688.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -437696.906250 Penalty: 809.489807
	Iteration 17Q: 3 clusters Score -437696.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -437708.125000 Penalty: 809.489807
	Iteration 18Q: 3 clusters Score -437708.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -437716.593750 Penalty: 809.489807
	Iteration 19Q: 3 clusters Score -437716.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -437721.718750 Penalty: 809.489807
	Iteration 20F: 3 clusters Score -437721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -437724.125000 Penalty: 809.489807
	Iteration 21Q: 3 clusters Score -437724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -437725.406250 Penalty: 809.489807
	Iteration 22Q: 3 clusters Score -437725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -437726.625000 Penalty: 809.489807
	Iteration 23Q: 3 clusters Score -437726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -437727.281250 Penalty: 809.489807
	Iteration 24Q: 3 clusters Score -437727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -437728.968750 Penalty: 809.489807
	Iteration 25Q: 3 clusters Score -437729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -437730.312500 Penalty: 809.489807
	Iteration 26Q: 3 clusters Score -437730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -437730.781250 Penalty: 809.489807
	Iteration 27Q: 3 clusters Score -437730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -437733.718750 Penalty: 809.489807
	Iteration 28Q: 3 clusters Score -437733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -437735.437500 Penalty: 809.489807
	Iteration 29Q: 3 clusters Score -437735.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -437738.000000 Penalty: 809.489807
	Iteration 30Q: 3 clusters Score -437738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -437742.281250 Penalty: 809.489807
	Iteration 31Q: 3 clusters Score -437742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -437744.656250 Penalty: 809.489807
	Iteration 32Q: 3 clusters Score -437744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -437745.718750 Penalty: 809.489807
	Iteration 33Q: 3 clusters Score -437745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -437745.812500 Penalty: 809.489807
	Iteration 34Q: 3 clusters Score -437745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -437745.781250 Penalty: 809.489807
	Iteration 35Q: 3 clusters Score -437745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -437746.437500 Penalty: 809.489807
	Iteration 36Q: 3 clusters Score -437746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -437747.718750 Penalty: 809.489807
	Iteration 37Q: 3 clusters Score -437747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -437747.718750 Penalty: 809.489807
	Iteration 38Q: 3 clusters Score -437747.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -437747.718750 Penalty: 809.489807
	Iteration 39F: 3 clusters Score -437747.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -59112.367188 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -59112.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58337.390625 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -58337.39 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58574.019531 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -58574.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -58643.554688 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -58643.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -58701.984375 Penalty: 621.018005
	Iteration 3F: 3 clusters Score -58701.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -58755.832031 Penalty: 621.018005
	Iteration 4Q: 3 clusters Score -58755.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -58789.500000 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -58789.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58823.964844 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -58823.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58850.367188 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -58850.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58869.882812 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -58869.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -58883.140625 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -58883.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -58893.902344 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -58893.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -58900.488281 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -58900.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -58905.558594 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -58905.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -58912.359375 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -58912.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -58914.914062 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -58914.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -58917.546875 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -58917.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -58917.960938 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -58917.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -58918.542969 Penalty: 621.018005
	Iteration 17Q: 3 clusters Score -58918.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -58918.964844 Penalty: 621.018005
	Iteration 18Q: 3 clusters Score -58918.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -58919.148438 Penalty: 621.018005
	Iteration 19Q: 3 clusters Score -58919.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -58919.148438 Penalty: 621.018005
	Iteration 20F: 3 clusters Score -58919.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -568647.812500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -568647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -562838.125000 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -562838.1 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -565098.312500 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -565098.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -565435.375000 Penalty: 825.174805
	Iteration 2F: 3 clusters Score -565435.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -565872.250000 Penalty: 825.174805
	Iteration 3F: 3 clusters Score -565872.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -566351.187500 Penalty: 825.174805
	Iteration 4F: 3 clusters Score -566351.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -566919.187500 Penalty: 825.174805
	Iteration 5F: 3 clusters Score -566919.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -567493.250000 Penalty: 825.174805
	Iteration 6F: 3 clusters Score -567493.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -567909.000000 Penalty: 825.174805
	Iteration 7F: 3 clusters Score -567909 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -568097.187500 Penalty: 825.174805
	Iteration 8Q: 3 clusters Score -568097.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -568206.000000 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -568206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -568263.937500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -568263.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -568303.562500 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -568303.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -568330.625000 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -568330.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -568342.750000 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -568342.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -568352.562500 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -568352.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -568356.937500 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -568356.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -568360.250000 Penalty: 825.174805
	Iteration 16Q: 3 clusters Score -568360.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -568364.750000 Penalty: 825.174805
	Iteration 17Q: 3 clusters Score -568364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -568368.937500 Penalty: 825.174805
	Iteration 18Q: 3 clusters Score -568368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -568370.187500 Penalty: 825.174805
	Iteration 19Q: 3 clusters Score -568370.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -568371.937500 Penalty: 825.174805
	Iteration 20F: 3 clusters Score -568371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -568373.500000 Penalty: 825.174805
	Iteration 21Q: 3 clusters Score -568373.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -568374.125000 Penalty: 825.174805
	Iteration 22Q: 3 clusters Score -568374.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -568375.875000 Penalty: 825.174805
	Iteration 23Q: 3 clusters Score -568375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -568377.562500 Penalty: 825.174805
	Iteration 24Q: 3 clusters Score -568377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -568379.125000 Penalty: 825.174805
	Iteration 25Q: 3 clusters Score -568379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -568381.937500 Penalty: 825.174805
	Iteration 26Q: 3 clusters Score -568381.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -568384.937500 Penalty: 825.174805
	Iteration 27Q: 3 clusters Score -568384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -568385.250000 Penalty: 825.174805
	Iteration 28Q: 3 clusters Score -568385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -568386.562500 Penalty: 825.174805
	Iteration 29Q: 3 clusters Score -568386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -568387.187500 Penalty: 825.174805
	Iteration 30Q: 3 clusters Score -568387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -568387.375000 Penalty: 825.174805
	Iteration 31Q: 3 clusters Score -568387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -568387.500000 Penalty: 825.174805
	Iteration 32Q: 3 clusters Score -568387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -568388.562500 Penalty: 825.174805
	Iteration 33Q: 3 clusters Score -568388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -568388.562500 Penalty: 825.174805
	Iteration 34F: 3 clusters Score -568388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -347437.218750 Penalty: 394.652618
	Iteration 0F: 2 clusters Score -347437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -343496.156250 Penalty: 789.305237
	Iteration 0F: 3 clusters Score -343496.2 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -345175.187500 Penalty: 789.305237
	Iteration 1F: 3 clusters Score -345175.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -345391.343750 Penalty: 789.305237
	Iteration 2F: 3 clusters Score -345391.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -345606.968750 Penalty: 789.305237
	Iteration 3F: 3 clusters Score -345607 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -345824.125000 Penalty: 789.305237
	Iteration 4F: 3 clusters Score -345824.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -346037.000000 Penalty: 789.305237
	Iteration 5Q: 3 clusters Score -346037 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -346220.750000 Penalty: 789.305237
	Iteration 6Q: 3 clusters Score -346220.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -346353.000000 Penalty: 789.305237
	Iteration 7Q: 3 clusters Score -346353 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -346428.281250 Penalty: 789.305237
	Iteration 8Q: 3 clusters Score -346428.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -346478.906250 Penalty: 789.305237
	Iteration 9Q: 3 clusters Score -346478.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -346521.437500 Penalty: 789.305237
	Iteration 10Q: 3 clusters Score -346521.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -346559.625000 Penalty: 789.305237
	Iteration 11Q: 3 clusters Score -346559.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -346584.156250 Penalty: 789.305237
	Iteration 12Q: 3 clusters Score -346584.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -346610.437500 Penalty: 789.305237
	Iteration 13Q: 3 clusters Score -346610.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -346647.875000 Penalty: 789.305237
	Iteration 14Q: 3 clusters Score -346647.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -346685.687500 Penalty: 789.305237
	Iteration 15Q: 3 clusters Score -346685.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -346726.000000 Penalty: 789.305237
	Iteration 16Q: 3 clusters Score -346726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -346770.937500 Penalty: 789.305237
	Iteration 17Q: 3 clusters Score -346770.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -346817.968750 Penalty: 789.305237
	Iteration 18Q: 3 clusters Score -346818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -346848.031250 Penalty: 789.305237
	Iteration 19Q: 3 clusters Score -346848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -346869.812500 Penalty: 789.305237
	Iteration 20F: 3 clusters Score -346869.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -346887.625000 Penalty: 789.305237
	Iteration 21Q: 3 clusters Score -346887.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -346900.437500 Penalty: 789.305237
	Iteration 22Q: 3 clusters Score -346900.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -346907.687500 Penalty: 789.305237
	Iteration 23Q: 3 clusters Score -346907.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -346913.375000 Penalty: 789.305237
	Iteration 24Q: 3 clusters Score -346913.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -346919.656250 Penalty: 789.305237
	Iteration 25Q: 3 clusters Score -346919.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -346923.312500 Penalty: 789.305237
	Iteration 26Q: 3 clusters Score -346923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -346926.781250 Penalty: 789.305237
	Iteration 27Q: 3 clusters Score -346926.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -346933.156250 Penalty: 789.305237
	Iteration 28Q: 3 clusters Score -346933.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -346940.937500 Penalty: 789.305237
	Iteration 29Q: 3 clusters Score -346940.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -346949.687500 Penalty: 789.305237
	Iteration 30Q: 3 clusters Score -346949.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -346955.250000 Penalty: 789.305237
	Iteration 31Q: 3 clusters Score -346955.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -346960.031250 Penalty: 789.305237
	Iteration 32Q: 3 clusters Score -346960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -346965.375000 Penalty: 789.305237
	Iteration 33Q: 3 clusters Score -346965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -346970.375000 Penalty: 789.305237
	Iteration 34Q: 3 clusters Score -346970.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -346973.250000 Penalty: 789.305237
	Iteration 35Q: 3 clusters Score -346973.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -346975.437500 Penalty: 789.305237
	Iteration 36Q: 3 clusters Score -346975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -346976.562500 Penalty: 789.305237
	Iteration 37Q: 3 clusters Score -346976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -346977.968750 Penalty: 789.305237
	Iteration 38Q: 3 clusters Score -346978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -346978.937500 Penalty: 789.305237
	Iteration 39Q: 3 clusters Score -346978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -346980.781250 Penalty: 789.305237
	Iteration 40F: 3 clusters Score -346980.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -346982.562500 Penalty: 789.305237
	Iteration 41Q: 3 clusters Score -346982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -346983.656250 Penalty: 789.305237
	Iteration 42Q: 3 clusters Score -346983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -346986.562500 Penalty: 789.305237
	Iteration 43Q: 3 clusters Score -346986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -346988.968750 Penalty: 789.305237
	Iteration 44Q: 3 clusters Score -346989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -346990.875000 Penalty: 789.305237
	Iteration 45Q: 3 clusters Score -346990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -346992.218750 Penalty: 789.305237
	Iteration 46Q: 3 clusters Score -346992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -346993.500000 Penalty: 789.305237
	Iteration 47Q: 3 clusters Score -346993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -346995.343750 Penalty: 789.305237
	Iteration 48Q: 3 clusters Score -346995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -346996.000000 Penalty: 789.305237
	Iteration 49Q: 3 clusters Score -346996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -346996.906250 Penalty: 789.305237
	Iteration 50Q: 3 clusters Score -346996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -346997.093750 Penalty: 789.305237
	Iteration 51Q: 3 clusters Score -346997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -346997.750000 Penalty: 789.305237
	Iteration 52Q: 3 clusters Score -346997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -346998.812500 Penalty: 789.305237
	Iteration 53Q: 3 clusters Score -346998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -346999.656250 Penalty: 789.305237
	Iteration 54Q: 3 clusters Score -346999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -347000.437500 Penalty: 789.305237
	Iteration 55Q: 3 clusters Score -347000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -347002.812500 Penalty: 789.305237
	Iteration 56Q: 3 clusters Score -347002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -347005.062500 Penalty: 789.305237
	Iteration 57Q: 3 clusters Score -347005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -347006.625000 Penalty: 789.305237
	Iteration 58Q: 3 clusters Score -347006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -347008.187500 Penalty: 789.305237
	Iteration 59Q: 3 clusters Score -347008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -347008.000000 Penalty: 789.305237
	Iteration 60F: 3 clusters Score -347008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -347008.562500 Penalty: 789.305237
	Iteration 61Q: 3 clusters Score -347008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -347009.406250 Penalty: 789.305237
	Iteration 62Q: 3 clusters Score -347009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -347009.781250 Penalty: 789.305237
	Iteration 63Q: 3 clusters Score -347009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -347011.406250 Penalty: 789.305237
	Iteration 64Q: 3 clusters Score -347011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -347013.531250 Penalty: 789.305237
	Iteration 65Q: 3 clusters Score -347013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -347018.093750 Penalty: 789.305237
	Iteration 66Q: 3 clusters Score -347018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -347020.375000 Penalty: 789.305237
	Iteration 67Q: 3 clusters Score -347020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -347022.437500 Penalty: 789.305237
	Iteration 68Q: 3 clusters Score -347022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -347022.625000 Penalty: 789.305237
	Iteration 69Q: 3 clusters Score -347022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -347024.031250 Penalty: 789.305237
	Iteration 70Q: 3 clusters Score -347024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -347026.375000 Penalty: 789.305237
	Iteration 71Q: 3 clusters Score -347026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -347028.531250 Penalty: 789.305237
	Iteration 72Q: 3 clusters Score -347028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -347030.968750 Penalty: 789.305237
	Iteration 73Q: 3 clusters Score -347031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -347032.312500 Penalty: 789.305237
	Iteration 74Q: 3 clusters Score -347032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -347033.125000 Penalty: 789.305237
	Iteration 75Q: 3 clusters Score -347033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -347033.906250 Penalty: 789.305237
	Iteration 76Q: 3 clusters Score -347033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -347034.781250 Penalty: 789.305237
	Iteration 77Q: 3 clusters Score -347034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -347035.500000 Penalty: 789.305237
	Iteration 78Q: 3 clusters Score -347035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -347036.031250 Penalty: 789.305237
	Iteration 79Q: 3 clusters Score -347036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -347037.312500 Penalty: 789.305237
	Iteration 80F: 3 clusters Score -347037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -347038.437500 Penalty: 789.305237
	Iteration 81Q: 3 clusters Score -347038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -347040.968750 Penalty: 789.305237
	Iteration 82Q: 3 clusters Score -347041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -347043.593750 Penalty: 789.305237
	Iteration 83Q: 3 clusters Score -347043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -347047.218750 Penalty: 789.305237
	Iteration 84Q: 3 clusters Score -347047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -347052.437500 Penalty: 789.305237
	Iteration 85Q: 3 clusters Score -347052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -347055.843750 Penalty: 789.305237
	Iteration 86Q: 3 clusters Score -347055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -347059.343750 Penalty: 789.305237
	Iteration 87Q: 3 clusters Score -347059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -347062.468750 Penalty: 789.305237
	Iteration 88Q: 3 clusters Score -347062.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -347066.250000 Penalty: 789.305237
	Iteration 89Q: 3 clusters Score -347066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -347068.656250 Penalty: 789.305237
	Iteration 90Q: 3 clusters Score -347068.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -347073.343750 Penalty: 789.305237
	Iteration 91Q: 3 clusters Score -347073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -347074.625000 Penalty: 789.305237
	Iteration 92Q: 3 clusters Score -347074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -347077.375000 Penalty: 789.305237
	Iteration 93Q: 3 clusters Score -347077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -347078.562500 Penalty: 789.305237
	Iteration 94Q: 3 clusters Score -347078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -347079.312500 Penalty: 789.305237
	Iteration 95Q: 3 clusters Score -347079.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -347080.312500 Penalty: 789.305237
	Iteration 96Q: 3 clusters Score -347080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -347080.906250 Penalty: 789.305237
	Iteration 97Q: 3 clusters Score -347080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -347080.906250 Penalty: 789.305237
	Iteration 98F: 3 clusters Score -347080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Entering Unmasked Estep 
Score: -5806294.500000 Penalty: 520.709473
	Iteration 0F: 2 clusters Score -5806294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -5752763.500000 Penalty: 1041.418945
	Iteration 0F: 3 clusters Score -5752764 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -5780585.000000 Penalty: 1041.418945
	Iteration 1F: 3 clusters Score -5780585 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -5782790.500000 Penalty: 1041.418945
	Iteration 2F: 3 clusters Score -5782790 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -5786787.500000 Penalty: 1041.418945
	Iteration 3F: 3 clusters Score -5786788 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -5793600.500000 Penalty: 1041.418945
	Iteration 4F: 3 clusters Score -5793600 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -5801160.500000 Penalty: 1041.418945
	Iteration 5F: 3 clusters Score -5801160 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -5803916.000000 Penalty: 1041.418945
	Iteration 6F: 3 clusters Score -5803916 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -5805066.000000 Penalty: 1041.418945
	Iteration 7Q: 3 clusters Score -5805066 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -5805618.000000 Penalty: 1041.418945
	Iteration 8Q: 3 clusters Score -5805618 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -5805806.000000 Penalty: 1041.418945
	Iteration 9Q: 3 clusters Score -5805806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -5805840.500000 Penalty: 1041.418945
	Iteration 10Q: 3 clusters Score -5805840 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -5805889.000000 Penalty: 1041.418945
	Iteration 11Q: 3 clusters Score -5805889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -5805905.000000 Penalty: 1041.418945
	Iteration 12Q: 3 clusters Score -5805905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -5805902.500000 Penalty: 1041.418945
	Iteration 13Q: 3 clusters Score -5805902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -5805923.000000 Penalty: 1041.418945
	Iteration 14Q: 3 clusters Score -5805923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -5805921.500000 Penalty: 1041.418945
	Iteration 15Q: 3 clusters Score -5805922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -5805916.000000 Penalty: 1041.418945
	Iteration 16Q: 3 clusters Score -5805916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -5805915.000000 Penalty: 1041.418945
	Iteration 17Q: 3 clusters Score -5805915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -5805925.000000 Penalty: 1041.418945
	Iteration 18Q: 3 clusters Score -5805925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -5805934.000000 Penalty: 1041.418945
	Iteration 19Q: 3 clusters Score -5805934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -5805941.000000 Penalty: 1041.418945
	Iteration 20F: 3 clusters Score -5805941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -5805946.000000 Penalty: 1041.418945
	Iteration 21Q: 3 clusters Score -5805946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -5805944.000000 Penalty: 1041.418945
	Iteration 22Q: 3 clusters Score -5805944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -5805943.000000 Penalty: 1041.418945
	Iteration 23Q: 3 clusters Score -5805943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -5805943.000000 Penalty: 1041.418945
	Iteration 24F: 3 clusters Score -5805943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Entering Unmasked Estep 
Score: -2923315.000000 Penalty: 487.383484
	Iteration 0F: 2 clusters Score -2923315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2894511.500000 Penalty: 974.766968
	Iteration 0F: 3 clusters Score -2894512 nChanged 21635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -2907429.000000 Penalty: 974.766968
	Iteration 1F: 3 clusters Score -2907429 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -2908883.500000 Penalty: 974.766968
	Iteration 2F: 3 clusters Score -2908884 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -2911425.500000 Penalty: 974.766968
	Iteration 3F: 3 clusters Score -2911426 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -2915064.000000 Penalty: 974.766968
	Iteration 4F: 3 clusters Score -2915064 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -2919201.750000 Penalty: 974.766968
	Iteration 5F: 3 clusters Score -2919202 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -2921882.500000 Penalty: 974.766968
	Iteration 6F: 3 clusters Score -2921882 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -2922761.000000 Penalty: 974.766968
	Iteration 7Q: 3 clusters Score -2922761 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -2922943.750000 Penalty: 974.766968
	Iteration 8Q: 3 clusters Score -2922944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -2922989.000000 Penalty: 974.766968
	Iteration 9Q: 3 clusters Score -2922989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -2923008.000000 Penalty: 974.766968
	Iteration 10Q: 3 clusters Score -2923008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -2923009.000000 Penalty: 974.766968
	Iteration 11Q: 3 clusters Score -2923009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -2923012.500000 Penalty: 974.766968
	Iteration 12Q: 3 clusters Score -2923012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -2923013.750000 Penalty: 974.766968
	Iteration 13Q: 3 clusters Score -2923014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -2923012.000000 Penalty: 974.766968
	Iteration 14Q: 3 clusters Score -2923012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -2923011.500000 Penalty: 974.766968
	Iteration 15Q: 3 clusters Score -2923012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -2923010.750000 Penalty: 974.766968
	Iteration 16Q: 3 clusters Score -2923011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -2923013.750000 Penalty: 974.766968
	Iteration 17Q: 3 clusters Score -2923014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -2923008.500000 Penalty: 974.766968
	Iteration 18Q: 3 clusters Score -2923008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -2923010.250000 Penalty: 974.766968
	Iteration 19Q: 3 clusters Score -2923010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -2923013.000000 Penalty: 974.766968
	Iteration 20F: 3 clusters Score -2923013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -41263.875000 Penalty: 299.165955
	Iteration 0F: 2 clusters Score -41263.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40646.468750 Penalty: 598.331909
	Iteration 0F: 3 clusters Score -40646.47 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40857.019531 Penalty: 598.331909
	Iteration 1F: 3 clusters Score -40857.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40969.726562 Penalty: 598.331909
	Iteration 2F: 3 clusters Score -40969.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41043.058594 Penalty: 598.331909
	Iteration 3F: 3 clusters Score -41043.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41101.355469 Penalty: 598.331909
	Iteration 4F: 3 clusters Score -41101.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41135.613281 Penalty: 598.331909
	Iteration 5Q: 3 clusters Score -41135.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41148.527344 Penalty: 598.331909
	Iteration 6Q: 3 clusters Score -41148.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41153.937500 Penalty: 598.331909
	Iteration 7Q: 3 clusters Score -41153.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41157.917969 Penalty: 598.331909
	Iteration 8Q: 3 clusters Score -41157.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41160.304688 Penalty: 598.331909
	Iteration 9Q: 3 clusters Score -41160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41163.667969 Penalty: 598.331909
	Iteration 10Q: 3 clusters Score -41163.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41166.015625 Penalty: 598.331909
	Iteration 11Q: 3 clusters Score -41166.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41166.117188 Penalty: 598.331909
	Iteration 12Q: 3 clusters Score -41166.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41166.117188 Penalty: 598.331909
	Iteration 13F: 3 clusters Score -41166.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -119884.539062 Penalty: 341.873749
	Iteration 0F: 2 clusters Score -119884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -118585.101562 Penalty: 683.747498
	Iteration 0F: 3 clusters Score -118585.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -118942.867188 Penalty: 683.747498
	Iteration 1F: 3 clusters Score -118942.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -119011.078125 Penalty: 683.747498
	Iteration 2F: 3 clusters Score -119011.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -119087.585938 Penalty: 683.747498
	Iteration 3F: 3 clusters Score -119087.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119188.617188 Penalty: 683.747498
	Iteration 4F: 3 clusters Score -119188.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119290.312500 Penalty: 683.747498
	Iteration 5F: 3 clusters Score -119290.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119381.414062 Penalty: 683.747498
	Iteration 6F: 3 clusters Score -119381.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -119441.484375 Penalty: 683.747498
	Iteration 7Q: 3 clusters Score -119441.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119476.460938 Penalty: 683.747498
	Iteration 8Q: 3 clusters Score -119476.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119495.515625 Penalty: 683.747498
	Iteration 9Q: 3 clusters Score -119495.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119508.500000 Penalty: 683.747498
	Iteration 10Q: 3 clusters Score -119508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119516.601562 Penalty: 683.747498
	Iteration 11Q: 3 clusters Score -119516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119521.039062 Penalty: 683.747498
	Iteration 12Q: 3 clusters Score -119521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119525.328125 Penalty: 683.747498
	Iteration 13Q: 3 clusters Score -119525.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119529.445312 Penalty: 683.747498
	Iteration 14Q: 3 clusters Score -119529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -119531.187500 Penalty: 683.747498
	Iteration 15Q: 3 clusters Score -119531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119532.132812 Penalty: 683.747498
	Iteration 16Q: 3 clusters Score -119532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119532.968750 Penalty: 683.747498
	Iteration 17Q: 3 clusters Score -119533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119533.734375 Penalty: 683.747498
	Iteration 18Q: 3 clusters Score -119533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119533.890625 Penalty: 683.747498
	Iteration 19Q: 3 clusters Score -119533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119533.882812 Penalty: 683.747498
	Iteration 20F: 3 clusters Score -119533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119534.187500 Penalty: 683.747498
	Iteration 21Q: 3 clusters Score -119534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119534.187500 Penalty: 683.747498
	Iteration 22F: 3 clusters Score -119534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88766.554688 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88766.55 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -89079.187500 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89079.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -89131.960938 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89131.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -89174.539062 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89174.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89212.429688 Penalty: 658.964355
	Iteration 4Q: 3 clusters Score -89212.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89258.937500 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -89258.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89316.257812 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -89316.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -89349.695312 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -89349.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89379.710938 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89379.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89408.750000 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89408.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89427.992188 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89427.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89446.132812 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89446.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89462.132812 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89462.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89471.164062 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89471.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89477.671875 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89477.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89484.671875 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -89484.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89491.421875 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -89491.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89494.968750 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -89494.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89498.070312 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -89498.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89501.046875 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -89501.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89503.890625 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -89503.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89505.976562 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -89505.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89510.250000 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -89510.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89515.054688 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -89515.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89517.679688 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -89517.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89520.718750 Penalty: 658.964355
	Iteration 25Q: 3 clusters Score -89520.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89525.984375 Penalty: 658.964355
	Iteration 26Q: 3 clusters Score -89525.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89537.546875 Penalty: 658.964355
	Iteration 27Q: 3 clusters Score -89537.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -89551.234375 Penalty: 658.964355
	Iteration 28Q: 3 clusters Score -89551.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89565.062500 Penalty: 658.964355
	Iteration 29Q: 3 clusters Score -89565.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89575.898438 Penalty: 658.964355
	Iteration 30Q: 3 clusters Score -89575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -89583.781250 Penalty: 658.964355
	Iteration 31Q: 3 clusters Score -89583.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -89591.796875 Penalty: 658.964355
	Iteration 32Q: 3 clusters Score -89591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -89596.492188 Penalty: 658.964355
	Iteration 33Q: 3 clusters Score -89596.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -89598.945312 Penalty: 658.964355
	Iteration 34Q: 3 clusters Score -89598.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -89600.156250 Penalty: 658.964355
	Iteration 35Q: 3 clusters Score -89600.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -89601.359375 Penalty: 658.964355
	Iteration 36Q: 3 clusters Score -89601.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -89601.625000 Penalty: 658.964355
	Iteration 37Q: 3 clusters Score -89601.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -89602.132812 Penalty: 658.964355
	Iteration 38Q: 3 clusters Score -89602.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -89602.828125 Penalty: 658.964355
	Iteration 39Q: 3 clusters Score -89602.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -89603.429688 Penalty: 658.964355
	Iteration 40F: 3 clusters Score -89603.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -89603.640625 Penalty: 658.964355
	Iteration 41Q: 3 clusters Score -89603.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -89603.640625 Penalty: 658.964355
	Iteration 42F: 3 clusters Score -89603.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Entering Unmasked Estep 
Score: -1883732.875000 Penalty: 467.327728
	Iteration 0F: 2 clusters Score -1883733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1864684.625000 Penalty: 934.655457
	Iteration 0F: 3 clusters Score -1864685 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1872631.625000 Penalty: 934.655457
	Iteration 1F: 3 clusters Score -1872632 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1872997.500000 Penalty: 934.655457
	Iteration 2Q: 3 clusters Score -1872998 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1873510.625000 Penalty: 934.655457
	Iteration 3Q: 3 clusters Score -1873511 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1874322.125000 Penalty: 934.655457
	Iteration 4Q: 3 clusters Score -1874322 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1875475.625000 Penalty: 934.655457
	Iteration 5F: 3 clusters Score -1875476 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -1877064.125000 Penalty: 934.655457
	Iteration 6F: 3 clusters Score -1877064 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -1878905.375000 Penalty: 934.655457
	Iteration 7F: 3 clusters Score -1878905 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -1880607.875000 Penalty: 934.655457
	Iteration 8F: 3 clusters Score -1880608 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1881784.875000 Penalty: 934.655457
	Iteration 9Q: 3 clusters Score -1881785 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -1882487.625000 Penalty: 934.655457
	Iteration 10Q: 3 clusters Score -1882488 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -1882881.625000 Penalty: 934.655457
	Iteration 11Q: 3 clusters Score -1882882 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -1883108.500000 Penalty: 934.655457
	Iteration 12Q: 3 clusters Score -1883108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -1883208.750000 Penalty: 934.655457
	Iteration 13Q: 3 clusters Score -1883209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -1883258.500000 Penalty: 934.655457
	Iteration 14Q: 3 clusters Score -1883258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -1883287.125000 Penalty: 934.655457
	Iteration 15Q: 3 clusters Score -1883287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -1883303.000000 Penalty: 934.655457
	Iteration 16Q: 3 clusters Score -1883303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -1883308.625000 Penalty: 934.655457
	Iteration 17Q: 3 clusters Score -1883309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -1883315.750000 Penalty: 934.655457
	Iteration 18Q: 3 clusters Score -1883316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -1883319.875000 Penalty: 934.655457
	Iteration 19Q: 3 clusters Score -1883320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -1883321.750000 Penalty: 934.655457
	Iteration 20F: 3 clusters Score -1883322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -1883321.750000 Penalty: 934.655457
	Iteration 21Q: 3 clusters Score -1883322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -1883324.500000 Penalty: 934.655457
	Iteration 22Q: 3 clusters Score -1883324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -1883327.500000 Penalty: 934.655457
	Iteration 23Q: 3 clusters Score -1883328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -1883331.250000 Penalty: 934.655457
	Iteration 24Q: 3 clusters Score -1883331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -1883332.750000 Penalty: 934.655457
	Iteration 25Q: 3 clusters Score -1883333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -1883332.750000 Penalty: 934.655457
	Iteration 26F: 3 clusters Score -1883333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -251872.343750 Penalty: 376.192291
	Iteration 0F: 2 clusters Score -251872.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -249200.546875 Penalty: 752.384583
	Iteration 0F: 3 clusters Score -249200.5 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -250100.031250 Penalty: 752.384583
	Iteration 1F: 3 clusters Score -250100 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250294.265625 Penalty: 752.384583
	Iteration 2F: 3 clusters Score -250294.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250533.250000 Penalty: 752.384583
	Iteration 3F: 3 clusters Score -250533.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -250806.140625 Penalty: 752.384583
	Iteration 4F: 3 clusters Score -250806.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -251027.734375 Penalty: 752.384583
	Iteration 5F: 3 clusters Score -251027.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -251204.968750 Penalty: 752.384583
	Iteration 6Q: 3 clusters Score -251205 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -251334.000000 Penalty: 752.384583
	Iteration 7Q: 3 clusters Score -251334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -251405.468750 Penalty: 752.384583
	Iteration 8Q: 3 clusters Score -251405.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -251459.875000 Penalty: 752.384583
	Iteration 9Q: 3 clusters Score -251459.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -251478.890625 Penalty: 752.384583
	Iteration 10Q: 3 clusters Score -251478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -251494.734375 Penalty: 752.384583
	Iteration 11Q: 3 clusters Score -251494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -251504.515625 Penalty: 752.384583
	Iteration 12Q: 3 clusters Score -251504.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -251518.937500 Penalty: 752.384583
	Iteration 13Q: 3 clusters Score -251518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -251522.781250 Penalty: 752.384583
	Iteration 14Q: 3 clusters Score -251522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -251527.156250 Penalty: 752.384583
	Iteration 15Q: 3 clusters Score -251527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -251527.734375 Penalty: 752.384583
	Iteration 16Q: 3 clusters Score -251527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -251529.437500 Penalty: 752.384583
	Iteration 17Q: 3 clusters Score -251529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -251531.671875 Penalty: 752.384583
	Iteration 18Q: 3 clusters Score -251531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -251533.093750 Penalty: 752.384583
	Iteration 19Q: 3 clusters Score -251533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -251533.984375 Penalty: 752.384583
	Iteration 20F: 3 clusters Score -251534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Entering Unmasked Estep 
Score: -802093.875000 Penalty: 432.145264
	Iteration 0F: 2 clusters Score -802093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -793287.062500 Penalty: 864.290527
	Iteration 0F: 3 clusters Score -793287.1 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -796922.375000 Penalty: 864.290527
	Iteration 1F: 3 clusters Score -796922.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -797152.437500 Penalty: 864.290527
	Iteration 2Q: 3 clusters Score -797152.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -797444.812500 Penalty: 864.290527
	Iteration 3F: 3 clusters Score -797444.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -797834.187500 Penalty: 864.290527
	Iteration 4F: 3 clusters Score -797834.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -798319.000000 Penalty: 864.290527
	Iteration 5F: 3 clusters Score -798319 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -798910.937500 Penalty: 864.290527
	Iteration 6F: 3 clusters Score -798910.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -799531.625000 Penalty: 864.290527
	Iteration 7F: 3 clusters Score -799531.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -800030.500000 Penalty: 864.290527
	Iteration 8Q: 3 clusters Score -800030.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -800422.500000 Penalty: 864.290527
	Iteration 9Q: 3 clusters Score -800422.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -800710.875000 Penalty: 864.290527
	Iteration 10Q: 3 clusters Score -800710.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -800931.937500 Penalty: 864.290527
	Iteration 11Q: 3 clusters Score -800931.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -801074.125000 Penalty: 864.290527
	Iteration 12Q: 3 clusters Score -801074.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -801204.437500 Penalty: 864.290527
	Iteration 13Q: 3 clusters Score -801204.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -801301.500000 Penalty: 864.290527
	Iteration 14Q: 3 clusters Score -801301.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -801395.125000 Penalty: 864.290527
	Iteration 15Q: 3 clusters Score -801395.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -801472.750000 Penalty: 864.290527
	Iteration 16Q: 3 clusters Score -801472.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -801527.875000 Penalty: 864.290527
	Iteration 17Q: 3 clusters Score -801527.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -801577.875000 Penalty: 864.290527
	Iteration 18Q: 3 clusters Score -801577.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -801620.625000 Penalty: 864.290527
	Iteration 19Q: 3 clusters Score -801620.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -801649.687500 Penalty: 864.290527
	Iteration 20F: 3 clusters Score -801649.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -801673.875000 Penalty: 864.290527
	Iteration 21Q: 3 clusters Score -801673.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -801688.250000 Penalty: 864.290527
	Iteration 22Q: 3 clusters Score -801688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -801695.750000 Penalty: 864.290527
	Iteration 23Q: 3 clusters Score -801695.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -801699.687500 Penalty: 864.290527
	Iteration 24Q: 3 clusters Score -801699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -801702.875000 Penalty: 864.290527
	Iteration 25Q: 3 clusters Score -801702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -801705.750000 Penalty: 864.290527
	Iteration 26Q: 3 clusters Score -801705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -801708.250000 Penalty: 864.290527
	Iteration 27Q: 3 clusters Score -801708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -801711.312500 Penalty: 864.290527
	Iteration 28Q: 3 clusters Score -801711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -801713.562500 Penalty: 864.290527
	Iteration 29Q: 3 clusters Score -801713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -801717.187500 Penalty: 864.290527
	Iteration 30Q: 3 clusters Score -801717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -801717.187500 Penalty: 864.290527
	Iteration 31Q: 3 clusters Score -801717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -801719.500000 Penalty: 864.290527
	Iteration 32Q: 3 clusters Score -801719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -801720.687500 Penalty: 864.290527
	Iteration 33Q: 3 clusters Score -801720.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -801721.125000 Penalty: 864.290527
	Iteration 34Q: 3 clusters Score -801721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -801722.062500 Penalty: 864.290527
	Iteration 35Q: 3 clusters Score -801722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -801722.312500 Penalty: 864.290527
	Iteration 36Q: 3 clusters Score -801722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -801722.562500 Penalty: 864.290527
	Iteration 37Q: 3 clusters Score -801722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -801722.562500 Penalty: 864.290527
	Iteration 38F: 3 clusters Score -801722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 79758 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77696 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78605 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64589 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 359Q: 34 clusters Score -4.223408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 79762 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77693 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78605 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64588 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234048.000000 Penalty: 20201.414062
Iteration 360F: 34 clusters Score -4.223405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 79766 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10136 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77688 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64587 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93352 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234016.000000 Penalty: 20201.414062
Iteration 361Q: 34 clusters Score -4.223402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 79774 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77685 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64584 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93349 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234036.000000 Penalty: 20201.414062
Iteration 362Q: 34 clusters Score -4.223404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 79779 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77682 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64587 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93348 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234064.000000 Penalty: 20201.414062
Iteration 363Q: 34 clusters Score -4.223406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 79783 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10127 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77680 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64587 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93347 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234028.000000 Penalty: 20201.414062
Iteration 364Q: 34 clusters Score -4.223403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 79783 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77678 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78613 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64584 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93346 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 365Q: 34 clusters Score -4.223404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 79784 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10131 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77676 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64580 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 366Q: 34 clusters Score -4.223404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 79781 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10138 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77673 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64578 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28881 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234064.000000 Penalty: 20201.414062
Iteration 367Q: 34 clusters Score -4.223406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 79783 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10143 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77668 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64577 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7296 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93344 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 368Q: 34 clusters Score -4.223407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 79782 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77671 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64573 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7295 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93340 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234068.000000 Penalty: 20201.414062
Iteration 369Q: 34 clusters Score -4.223407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 79783 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10152 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77671 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78616 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64569 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93339 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 370Q: 34 clusters Score -4.223406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 79784 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10153 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77677 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78619 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64559 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93334 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28883 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 371Q: 34 clusters Score -4.223409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 79786 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10152 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77681 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 78623 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 64558 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 44584 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93328 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234124.000000 Penalty: 20201.414062
Iteration 372Q: 34 clusters Score -4.223412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 79788 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77689 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 78625 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 64551 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44583 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93327 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 373Q: 34 clusters Score -4.223408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 79795 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77696 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 64541 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44583 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93328 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 374Q: 34 clusters Score -4.223408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 79801 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77707 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64524 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44583 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93329 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 375Q: 34 clusters Score -4.223408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 79803 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10152 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77716 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 64517 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44582 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7295 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93330 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 376Q: 34 clusters Score -4.223406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 79805 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10154 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77720 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 78594 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 64517 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93335 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234016.000000 Penalty: 20201.414062
Iteration 377Q: 34 clusters Score -4.223402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 79813 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10155 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77725 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44055 members 
Mstep: Class 14 contains 78585 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 64515 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93335 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28889 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234024.000000 Penalty: 20201.414062
Iteration 378Q: 34 clusters Score -4.223402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77725 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44056 members 
Mstep: Class 14 contains 78583 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 64514 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93339 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233996.000000 Penalty: 20201.414062
Iteration 379Q: 34 clusters Score -4.2234e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 79819 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10163 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77722 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 78579 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 64514 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 44590 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93342 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28890 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234004.000000 Penalty: 20201.414062
Iteration 380F: 34 clusters Score -4.2234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 79824 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10163 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77714 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 78578 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64509 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44592 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1833 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 381Q: 34 clusters Score -4.223407e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79829 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10164 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77716 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 78570 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64511 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44597 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1834 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234092.000000 Penalty: 20201.414062
Iteration 382Q: 34 clusters Score -4.223409e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79832 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10162 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77718 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78570 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64510 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44603 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93345 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 383Q: 34 clusters Score -4.223408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79837 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10154 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77720 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78570 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64506 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44603 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93349 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234076.000000 Penalty: 20201.414062
Iteration 384Q: 34 clusters Score -4.223408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79845 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77718 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78564 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64503 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44606 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28891 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234068.000000 Penalty: 20201.414062
Iteration 385Q: 34 clusters Score -4.223407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79848 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77716 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44060 members 
Mstep: Class 14 contains 78557 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64501 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44609 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93357 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28893 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234072.000000 Penalty: 20201.414062
Iteration 386Q: 34 clusters Score -4.223407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79848 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77715 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44060 members 
Mstep: Class 14 contains 78554 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64502 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44612 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93357 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234064.000000 Penalty: 20201.414062
Iteration 387Q: 34 clusters Score -4.223406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79859 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10143 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77716 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78550 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64500 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44614 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234100.000000 Penalty: 20201.414062
Iteration 388Q: 34 clusters Score -4.22341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79868 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10138 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77711 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78550 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64502 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44614 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93355 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234084.000000 Penalty: 20201.414062
Iteration 389Q: 34 clusters Score -4.223408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 79874 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10131 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77711 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44059 members 
Mstep: Class 14 contains 78551 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64502 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44613 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93359 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28896 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234028.000000 Penalty: 20201.414062
Iteration 390Q: 34 clusters Score -4.223403e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 79867 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77713 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78552 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64501 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44613 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7295 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28898 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233996.000000 Penalty: 20201.414062
Iteration 391Q: 34 clusters Score -4.2234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10139 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77720 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78549 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 64502 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44614 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7296 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93362 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28898 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233984.000000 Penalty: 20201.414062
Iteration 392Q: 34 clusters Score -4.223398e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77719 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78551 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64505 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44615 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93364 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28899 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233992.000000 Penalty: 20201.414062
Iteration 393Q: 34 clusters Score -4.223399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10132 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77722 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78550 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64507 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44617 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28900 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233948.000000 Penalty: 20201.414062
Iteration 394Q: 34 clusters Score -4.223395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 79870 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10126 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77723 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78550 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64507 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44615 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28902 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233972.000000 Penalty: 20201.414062
Iteration 395Q: 34 clusters Score -4.223397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79872 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10119 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77725 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78555 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64508 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44616 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93360 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28901 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233988.000000 Penalty: 20201.414062
Iteration 396Q: 34 clusters Score -4.223399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 79882 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77730 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78554 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64506 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44618 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93358 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28900 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233972.000000 Penalty: 20201.414062
Iteration 397Q: 34 clusters Score -4.223397e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 79887 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77733 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78557 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64504 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44620 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93358 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28900 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233976.000000 Penalty: 20201.414062
Iteration 398Q: 34 clusters Score -4.223398e+07 nChanged 37
Entering ConstructFrom: 
Score: -42233976.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Entering Unmasked Estep 
Score: -703837.437500 Penalty: 424.574951
	Iteration 0F: 2 clusters Score -703837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -696288.812500 Penalty: 849.149902
	Iteration 0F: 3 clusters Score -696288.8 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -699605.187500 Penalty: 849.149902
	Iteration 1F: 3 clusters Score -699605.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -700085.437500 Penalty: 849.149902
	Iteration 2F: 3 clusters Score -700085.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -700711.500000 Penalty: 849.149902
	Iteration 3F: 3 clusters Score -700711.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -701501.937500 Penalty: 849.149902
	Iteration 4F: 3 clusters Score -701501.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -702266.437500 Penalty: 849.149902
	Iteration 5F: 3 clusters Score -702266.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -702777.000000 Penalty: 849.149902
	Iteration 6Q: 3 clusters Score -702777 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -703119.187500 Penalty: 849.149902
	Iteration 7Q: 3 clusters Score -703119.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -703304.250000 Penalty: 849.149902
	Iteration 8Q: 3 clusters Score -703304.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -703392.500000 Penalty: 849.149902
	Iteration 9Q: 3 clusters Score -703392.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -703475.750000 Penalty: 849.149902
	Iteration 10Q: 3 clusters Score -703475.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -703515.500000 Penalty: 849.149902
	Iteration 11Q: 3 clusters Score -703515.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -703541.125000 Penalty: 849.149902
	Iteration 12Q: 3 clusters Score -703541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -703558.062500 Penalty: 849.149902
	Iteration 13Q: 3 clusters Score -703558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -703571.062500 Penalty: 849.149902
	Iteration 14Q: 3 clusters Score -703571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -703574.500000 Penalty: 849.149902
	Iteration 15Q: 3 clusters Score -703574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -703578.625000 Penalty: 849.149902
	Iteration 16Q: 3 clusters Score -703578.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -703581.687500 Penalty: 849.149902
	Iteration 17Q: 3 clusters Score -703581.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -703587.437500 Penalty: 849.149902
	Iteration 18Q: 3 clusters Score -703587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -703590.187500 Penalty: 849.149902
	Iteration 19Q: 3 clusters Score -703590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -703594.625000 Penalty: 849.149902
	Iteration 20F: 3 clusters Score -703594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -703597.000000 Penalty: 849.149902
	Iteration 21Q: 3 clusters Score -703597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -703598.875000 Penalty: 849.149902
	Iteration 22Q: 3 clusters Score -703598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -703603.062500 Penalty: 849.149902
	Iteration 23Q: 3 clusters Score -703603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -703603.812500 Penalty: 849.149902
	Iteration 24Q: 3 clusters Score -703603.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -703606.437500 Penalty: 849.149902
	Iteration 25Q: 3 clusters Score -703606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -703609.937500 Penalty: 849.149902
	Iteration 26Q: 3 clusters Score -703609.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -703612.750000 Penalty: 849.149902
	Iteration 27Q: 3 clusters Score -703612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -703614.062500 Penalty: 849.149902
	Iteration 28Q: 3 clusters Score -703614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -703614.562500 Penalty: 849.149902
	Iteration 29Q: 3 clusters Score -703614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -703614.562500 Penalty: 849.149902
	Iteration 30F: 3 clusters Score -703614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Entering Unmasked Estep 
Score: -5042809.000000 Penalty: 513.621887
	Iteration 0F: 2 clusters Score -5042809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4990174.000000 Penalty: 1027.243774
	Iteration 0F: 3 clusters Score -4990174 nChanged 39095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5015122.500000 Penalty: 1027.243774
	Iteration 1F: 3 clusters Score -5015122 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -5018057.000000 Penalty: 1027.243774
	Iteration 2F: 3 clusters Score -5018057 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -5022835.000000 Penalty: 1027.243774
	Iteration 3F: 3 clusters Score -5022835 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -5027980.500000 Penalty: 1027.243774
	Iteration 4F: 3 clusters Score -5027980 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -5030990.500000 Penalty: 1027.243774
	Iteration 5F: 3 clusters Score -5030990 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -5032252.500000 Penalty: 1027.243774
	Iteration 6Q: 3 clusters Score -5032252 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -5032995.500000 Penalty: 1027.243774
	Iteration 7Q: 3 clusters Score -5032996 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -5033640.000000 Penalty: 1027.243774
	Iteration 8Q: 3 clusters Score -5033640 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -5034362.500000 Penalty: 1027.243774
	Iteration 9Q: 3 clusters Score -5034362 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -5035092.500000 Penalty: 1027.243774
	Iteration 10Q: 3 clusters Score -5035092 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -5035684.500000 Penalty: 1027.243774
	Iteration 11Q: 3 clusters Score -5035684 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -5036230.500000 Penalty: 1027.243774
	Iteration 12Q: 3 clusters Score -5036230 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -5036748.000000 Penalty: 1027.243774
	Iteration 13Q: 3 clusters Score -5036748 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -5037187.000000 Penalty: 1027.243774
	Iteration 14Q: 3 clusters Score -5037187 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -5037636.500000 Penalty: 1027.243774
	Iteration 15Q: 3 clusters Score -5037636 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -5038010.000000 Penalty: 1027.243774
	Iteration 16Q: 3 clusters Score -5038010 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -5038359.000000 Penalty: 1027.243774
	Iteration 17Q: 3 clusters Score -5038359 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -5038755.500000 Penalty: 1027.243774
	Iteration 18Q: 3 clusters Score -5038756 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -5039107.500000 Penalty: 1027.243774
	Iteration 19Q: 3 clusters Score -5039108 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -5039495.500000 Penalty: 1027.243774
	Iteration 20F: 3 clusters Score -5039496 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -5039835.500000 Penalty: 1027.243774
	Iteration 21Q: 3 clusters Score -5039836 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -5040170.500000 Penalty: 1027.243774
	Iteration 22Q: 3 clusters Score -5040170 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -5040529.000000 Penalty: 1027.243774
	Iteration 23Q: 3 clusters Score -5040529 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -5040934.000000 Penalty: 1027.243774
	Iteration 24Q: 3 clusters Score -5040934 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -5041273.000000 Penalty: 1027.243774
	Iteration 25Q: 3 clusters Score -5041273 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -5041567.500000 Penalty: 1027.243774
	Iteration 26Q: 3 clusters Score -5041568 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -5041819.500000 Penalty: 1027.243774
	Iteration 27Q: 3 clusters Score -5041820 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -5042025.500000 Penalty: 1027.243774
	Iteration 28Q: 3 clusters Score -5042026 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -5042186.000000 Penalty: 1027.243774
	Iteration 29Q: 3 clusters Score -5042186 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -5042314.000000 Penalty: 1027.243774
	Iteration 30Q: 3 clusters Score -5042314 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -5042376.500000 Penalty: 1027.243774
	Iteration 31Q: 3 clusters Score -5042376 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -5042398.500000 Penalty: 1027.243774
	Iteration 32Q: 3 clusters Score -5042398 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -5042408.500000 Penalty: 1027.243774
	Iteration 33Q: 3 clusters Score -5042408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -5042405.000000 Penalty: 1027.243774
	Iteration 34Q: 3 clusters Score -5042405 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -5042449.500000 Penalty: 1027.243774
	Iteration 35Q: 3 clusters Score -5042450 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -5042452.000000 Penalty: 1027.243774
	Iteration 36Q: 3 clusters Score -5042452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -5042455.000000 Penalty: 1027.243774
	Iteration 37Q: 3 clusters Score -5042455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -5042458.500000 Penalty: 1027.243774
	Iteration 38Q: 3 clusters Score -5042458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -5042479.500000 Penalty: 1027.243774
	Iteration 39Q: 3 clusters Score -5042480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -5042475.000000 Penalty: 1027.243774
	Iteration 40F: 3 clusters Score -5042475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -5042493.000000 Penalty: 1027.243774
	Iteration 41Q: 3 clusters Score -5042493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -5042493.500000 Penalty: 1027.243774
	Iteration 42Q: 3 clusters Score -5042494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -5042502.500000 Penalty: 1027.243774
	Iteration 43Q: 3 clusters Score -5042502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -5042493.500000 Penalty: 1027.243774
	Iteration 44Q: 3 clusters Score -5042494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -5042496.500000 Penalty: 1027.243774
	Iteration 45Q: 3 clusters Score -5042496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -5042492.500000 Penalty: 1027.243774
	Iteration 46Q: 3 clusters Score -5042492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -5042496.000000 Penalty: 1027.243774
	Iteration 47Q: 3 clusters Score -5042496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -5042492.000000 Penalty: 1027.243774
	Iteration 48Q: 3 clusters Score -5042492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -5042502.000000 Penalty: 1027.243774
	Iteration 49Q: 3 clusters Score -5042502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -5042501.500000 Penalty: 1027.243774
	Iteration 50Q: 3 clusters Score -5042502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -5042504.500000 Penalty: 1027.243774
	Iteration 51Q: 3 clusters Score -5042504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -5042502.500000 Penalty: 1027.243774
	Iteration 52Q: 3 clusters Score -5042502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -5042507.500000 Penalty: 1027.243774
	Iteration 53Q: 3 clusters Score -5042508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -5042509.000000 Penalty: 1027.243774
	Iteration 54Q: 3 clusters Score -5042509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -5042509.000000 Penalty: 1027.243774
	Iteration 55F: 3 clusters Score -5042509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1745.040894 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1745.041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1800.127075 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1800.127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -419881.062500 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -419881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -415636.062500 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -415636.1 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -417282.687500 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -417282.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -417487.156250 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -417487.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -417795.250000 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -417795.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -418275.125000 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -418275.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -418808.375000 Penalty: 798.237000
	Iteration 5F: 3 clusters Score -418808.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -419180.718750 Penalty: 798.237000
	Iteration 6F: 3 clusters Score -419180.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -419358.375000 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -419358.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -419433.656250 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -419433.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -419493.781250 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -419493.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -419547.531250 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -419547.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -419581.531250 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -419581.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -419599.281250 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -419599.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -419605.156250 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -419605.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -419609.218750 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -419609.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -419614.406250 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -419614.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -419616.406250 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -419616.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -419620.437500 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -419620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -419624.375000 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -419624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -419625.656250 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -419625.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -419626.437500 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -419626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -419628.062500 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -419628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -419629.687500 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -419629.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -419630.187500 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -419630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -419629.812500 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -419629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -419629.781250 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -419629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -419630.312500 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -419630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -419631.500000 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -419631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -419631.406250 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -419631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -419631.406250 Penalty: 798.237000
	Iteration 29F: 3 clusters Score -419631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -644189.250000 Penalty: 419.514221
	Iteration 0F: 2 clusters Score -644189.2 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 5095 members 
Entering Unmasked Estep 
Score: -637452.812500 Penalty: 839.028442
	Iteration 0F: 3 clusters Score -637452.8 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -640209.312500 Penalty: 839.028442
	Iteration 1F: 3 clusters Score -640209.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -640452.250000 Penalty: 839.028442
	Iteration 2F: 3 clusters Score -640452.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -640746.250000 Penalty: 839.028442
	Iteration 3F: 3 clusters Score -640746.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -641148.812500 Penalty: 839.028442
	Iteration 4F: 3 clusters Score -641148.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -641735.312500 Penalty: 839.028442
	Iteration 5F: 3 clusters Score -641735.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -642447.500000 Penalty: 839.028442
	Iteration 6F: 3 clusters Score -642447.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -643062.500000 Penalty: 839.028442
	Iteration 7F: 3 clusters Score -643062.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -643384.687500 Penalty: 839.028442
	Iteration 8Q: 3 clusters Score -643384.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -643513.750000 Penalty: 839.028442
	Iteration 9Q: 3 clusters Score -643513.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -643585.625000 Penalty: 839.028442
	Iteration 10Q: 3 clusters Score -643585.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -643631.625000 Penalty: 839.028442
	Iteration 11Q: 3 clusters Score -643631.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -643656.937500 Penalty: 839.028442
	Iteration 12Q: 3 clusters Score -643656.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -643667.375000 Penalty: 839.028442
	Iteration 13Q: 3 clusters Score -643667.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -643673.250000 Penalty: 839.028442
	Iteration 14Q: 3 clusters Score -643673.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -643679.562500 Penalty: 839.028442
	Iteration 15Q: 3 clusters Score -643679.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -643680.062500 Penalty: 839.028442
	Iteration 16Q: 3 clusters Score -643680.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -643684.687500 Penalty: 839.028442
	Iteration 17Q: 3 clusters Score -643684.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -643686.312500 Penalty: 839.028442
	Iteration 18Q: 3 clusters Score -643686.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -643687.500000 Penalty: 839.028442
	Iteration 19Q: 3 clusters Score -643687.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -643688.875000 Penalty: 839.028442
	Iteration 20F: 3 clusters Score -643688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -643690.187500 Penalty: 839.028442
	Iteration 21Q: 3 clusters Score -643690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -643691.812500 Penalty: 839.028442
	Iteration 22Q: 3 clusters Score -643691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -643692.625000 Penalty: 839.028442
	Iteration 23Q: 3 clusters Score -643692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -643695.750000 Penalty: 839.028442
	Iteration 24Q: 3 clusters Score -643695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -643694.812500 Penalty: 839.028442
	Iteration 25Q: 3 clusters Score -643694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -643695.187500 Penalty: 839.028442
	Iteration 26Q: 3 clusters Score -643695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -643695.187500 Penalty: 839.028442
	Iteration 27Q: 3 clusters Score -643695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -643696.125000 Penalty: 839.028442
	Iteration 28Q: 3 clusters Score -643696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -643697.062500 Penalty: 839.028442
	Iteration 29Q: 3 clusters Score -643697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -643699.437500 Penalty: 839.028442
	Iteration 30Q: 3 clusters Score -643699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -643699.500000 Penalty: 839.028442
	Iteration 31Q: 3 clusters Score -643699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -643699.937500 Penalty: 839.028442
	Iteration 32Q: 3 clusters Score -643699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -643699.437500 Penalty: 839.028442
	Iteration 33Q: 3 clusters Score -643699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -643700.125000 Penalty: 839.028442
	Iteration 34Q: 3 clusters Score -643700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -643700.437500 Penalty: 839.028442
	Iteration 35Q: 3 clusters Score -643700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -643700.375000 Penalty: 839.028442
	Iteration 36Q: 3 clusters Score -643700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -643700.062500 Penalty: 839.028442
	Iteration 37Q: 3 clusters Score -643700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -643700.375000 Penalty: 839.028442
	Iteration 38Q: 3 clusters Score -643700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -643700.375000 Penalty: 839.028442
	Iteration 39Q: 3 clusters Score -643700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -643700.375000 Penalty: 839.028442
	Iteration 40F: 3 clusters Score -643700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -183156.234375 Penalty: 367.495575
	Iteration 0F: 2 clusters Score -183156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -180978.875000 Penalty: 734.991150
	Iteration 0F: 3 clusters Score -180978.9 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -181818.281250 Penalty: 734.991150
	Iteration 1F: 3 clusters Score -181818.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -181963.250000 Penalty: 734.991150
	Iteration 2F: 3 clusters Score -181963.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -182088.656250 Penalty: 734.991150
	Iteration 3F: 3 clusters Score -182088.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -182208.500000 Penalty: 734.991150
	Iteration 4F: 3 clusters Score -182208.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -182346.734375 Penalty: 734.991150
	Iteration 5F: 3 clusters Score -182346.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -182478.906250 Penalty: 734.991150
	Iteration 6F: 3 clusters Score -182478.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -182577.609375 Penalty: 734.991150
	Iteration 7Q: 3 clusters Score -182577.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -182676.156250 Penalty: 734.991150
	Iteration 8Q: 3 clusters Score -182676.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -182727.171875 Penalty: 734.991150
	Iteration 9Q: 3 clusters Score -182727.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -182761.656250 Penalty: 734.991150
	Iteration 10Q: 3 clusters Score -182761.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -182797.265625 Penalty: 734.991150
	Iteration 11Q: 3 clusters Score -182797.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -182812.828125 Penalty: 734.991150
	Iteration 12Q: 3 clusters Score -182812.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -182821.484375 Penalty: 734.991150
	Iteration 13Q: 3 clusters Score -182821.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -182829.953125 Penalty: 734.991150
	Iteration 14Q: 3 clusters Score -182830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -182837.609375 Penalty: 734.991150
	Iteration 15Q: 3 clusters Score -182837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -182840.828125 Penalty: 734.991150
	Iteration 16Q: 3 clusters Score -182840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -182844.500000 Penalty: 734.991150
	Iteration 17Q: 3 clusters Score -182844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -182847.187500 Penalty: 734.991150
	Iteration 18Q: 3 clusters Score -182847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -182849.296875 Penalty: 734.991150
	Iteration 19Q: 3 clusters Score -182849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -182850.640625 Penalty: 734.991150
	Iteration 20F: 3 clusters Score -182850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -182851.312500 Penalty: 734.991150
	Iteration 21Q: 3 clusters Score -182851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -182851.312500 Penalty: 734.991150
	Iteration 22F: 3 clusters Score -182851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -55179.320312 Penalty: 310.755615
	Iteration 0F: 2 clusters Score -55179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54384.710938 Penalty: 621.511230
	Iteration 0F: 3 clusters Score -54384.71 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54609.289062 Penalty: 621.511230
	Iteration 1F: 3 clusters Score -54609.29 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54695.617188 Penalty: 621.511230
	Iteration 2F: 3 clusters Score -54695.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54743.824219 Penalty: 621.511230
	Iteration 3F: 3 clusters Score -54743.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54774.136719 Penalty: 621.511230
	Iteration 4Q: 3 clusters Score -54774.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54791.785156 Penalty: 621.511230
	Iteration 5Q: 3 clusters Score -54791.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54814.671875 Penalty: 621.511230
	Iteration 6Q: 3 clusters Score -54814.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54828.792969 Penalty: 621.511230
	Iteration 7Q: 3 clusters Score -54828.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54835.949219 Penalty: 621.511230
	Iteration 8Q: 3 clusters Score -54835.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54842.789062 Penalty: 621.511230
	Iteration 9Q: 3 clusters Score -54842.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54851.347656 Penalty: 621.511230
	Iteration 10Q: 3 clusters Score -54851.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54858.179688 Penalty: 621.511230
	Iteration 11Q: 3 clusters Score -54858.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54867.675781 Penalty: 621.511230
	Iteration 12Q: 3 clusters Score -54867.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54883.832031 Penalty: 621.511230
	Iteration 13Q: 3 clusters Score -54883.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54908.742188 Penalty: 621.511230
	Iteration 14Q: 3 clusters Score -54908.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54928.191406 Penalty: 621.511230
	Iteration 15Q: 3 clusters Score -54928.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54945.296875 Penalty: 621.511230
	Iteration 16Q: 3 clusters Score -54945.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54976.664062 Penalty: 621.511230
	Iteration 17Q: 3 clusters Score -54976.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54992.574219 Penalty: 621.511230
	Iteration 18Q: 3 clusters Score -54992.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55000.378906 Penalty: 621.511230
	Iteration 19Q: 3 clusters Score -55000.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55003.011719 Penalty: 621.511230
	Iteration 20F: 3 clusters Score -55003.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55004.562500 Penalty: 621.511230
	Iteration 21Q: 3 clusters Score -55004.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55004.851562 Penalty: 621.511230
	Iteration 22Q: 3 clusters Score -55004.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55005.441406 Penalty: 621.511230
	Iteration 23Q: 3 clusters Score -55005.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55005.835938 Penalty: 621.511230
	Iteration 24Q: 3 clusters Score -55005.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55005.960938 Penalty: 621.511230
	Iteration 25Q: 3 clusters Score -55005.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55005.960938 Penalty: 621.511230
	Iteration 26F: 3 clusters Score -55005.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4531.466309 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4531.466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4597.550781 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4597.551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4655.799805 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4662.588867 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4662.589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4668.651367 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4668.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4668.651367 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -4668.651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Entering Unmasked Estep 
Score: -4870296.500000 Penalty: 512.377686
	Iteration 0F: 2 clusters Score -4870296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -4819390.500000 Penalty: 1024.755371
	Iteration 0F: 3 clusters Score -4819390 nChanged 38074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -4842774.500000 Penalty: 1024.755371
	Iteration 1F: 3 clusters Score -4842774 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -4844628.000000 Penalty: 1024.755371
	Iteration 2F: 3 clusters Score -4844628 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -4847880.500000 Penalty: 1024.755371
	Iteration 3F: 3 clusters Score -4847880 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -4852940.500000 Penalty: 1024.755371
	Iteration 4F: 3 clusters Score -4852940 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -4859160.000000 Penalty: 1024.755371
	Iteration 5F: 3 clusters Score -4859160 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -4864565.000000 Penalty: 1024.755371
	Iteration 6F: 3 clusters Score -4864565 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -4867833.500000 Penalty: 1024.755371
	Iteration 7Q: 3 clusters Score -4867834 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -4869166.500000 Penalty: 1024.755371
	Iteration 8Q: 3 clusters Score -4869166 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -4869595.000000 Penalty: 1024.755371
	Iteration 9Q: 3 clusters Score -4869595 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -4869773.500000 Penalty: 1024.755371
	Iteration 10Q: 3 clusters Score -4869774 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -4869876.000000 Penalty: 1024.755371
	Iteration 11Q: 3 clusters Score -4869876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -4869871.000000 Penalty: 1024.755371
	Iteration 12Q: 3 clusters Score -4869871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -4869874.500000 Penalty: 1024.755371
	Iteration 13Q: 3 clusters Score -4869874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -4869890.500000 Penalty: 1024.755371
	Iteration 14Q: 3 clusters Score -4869890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -4869897.500000 Penalty: 1024.755371
	Iteration 15Q: 3 clusters Score -4869898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -4869905.000000 Penalty: 1024.755371
	Iteration 16Q: 3 clusters Score -4869905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -4869912.000000 Penalty: 1024.755371
	Iteration 17Q: 3 clusters Score -4869912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -4869923.500000 Penalty: 1024.755371
	Iteration 18Q: 3 clusters Score -4869924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -4869927.500000 Penalty: 1024.755371
	Iteration 19Q: 3 clusters Score -4869928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -4869923.500000 Penalty: 1024.755371
	Iteration 20F: 3 clusters Score -4869924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -4869926.500000 Penalty: 1024.755371
	Iteration 21Q: 3 clusters Score -4869926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -4869925.500000 Penalty: 1024.755371
	Iteration 22Q: 3 clusters Score -4869926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -4869927.000000 Penalty: 1024.755371
	Iteration 23Q: 3 clusters Score -4869927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -4869928.500000 Penalty: 1024.755371
	Iteration 24Q: 3 clusters Score -4869928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -4869926.000000 Penalty: 1024.755371
	Iteration 25Q: 3 clusters Score -4869926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -4869931.000000 Penalty: 1024.755371
	Iteration 26Q: 3 clusters Score -4869931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -4869929.000000 Penalty: 1024.755371
	Iteration 27Q: 3 clusters Score -4869929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -4869927.000000 Penalty: 1024.755371
	Iteration 28Q: 3 clusters Score -4869927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -4869927.000000 Penalty: 1024.755371
	Iteration 29F: 3 clusters Score -4869927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -309208.343750 Penalty: 386.696533
	Iteration 0F: 2 clusters Score -309208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -305834.593750 Penalty: 773.393066
	Iteration 0F: 3 clusters Score -305834.6 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -307058.062500 Penalty: 773.393066
	Iteration 1F: 3 clusters Score -307058.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -307220.906250 Penalty: 773.393066
	Iteration 2F: 3 clusters Score -307220.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -307494.812500 Penalty: 773.393066
	Iteration 3F: 3 clusters Score -307494.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -307883.812500 Penalty: 773.393066
	Iteration 4F: 3 clusters Score -307883.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -308276.125000 Penalty: 773.393066
	Iteration 5F: 3 clusters Score -308276.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -308595.062500 Penalty: 773.393066
	Iteration 6F: 3 clusters Score -308595.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -308768.062500 Penalty: 773.393066
	Iteration 7F: 3 clusters Score -308768.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -308837.031250 Penalty: 773.393066
	Iteration 8Q: 3 clusters Score -308837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -308876.062500 Penalty: 773.393066
	Iteration 9Q: 3 clusters Score -308876.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -308906.906250 Penalty: 773.393066
	Iteration 10Q: 3 clusters Score -308906.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -308934.406250 Penalty: 773.393066
	Iteration 11Q: 3 clusters Score -308934.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -308951.593750 Penalty: 773.393066
	Iteration 12Q: 3 clusters Score -308951.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -308962.875000 Penalty: 773.393066
	Iteration 13Q: 3 clusters Score -308962.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -308977.468750 Penalty: 773.393066
	Iteration 14Q: 3 clusters Score -308977.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -308990.000000 Penalty: 773.393066
	Iteration 15Q: 3 clusters Score -308990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -309003.750000 Penalty: 773.393066
	Iteration 16Q: 3 clusters Score -309003.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309015.718750 Penalty: 773.393066
	Iteration 17Q: 3 clusters Score -309015.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -309028.187500 Penalty: 773.393066
	Iteration 18Q: 3 clusters Score -309028.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -309033.781250 Penalty: 773.393066
	Iteration 19Q: 3 clusters Score -309033.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -309040.718750 Penalty: 773.393066
	Iteration 20F: 3 clusters Score -309040.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -309052.781250 Penalty: 773.393066
	Iteration 21Q: 3 clusters Score -309052.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -309063.968750 Penalty: 773.393066
	Iteration 22Q: 3 clusters Score -309064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -309070.281250 Penalty: 773.393066
	Iteration 23Q: 3 clusters Score -309070.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -309074.281250 Penalty: 773.393066
	Iteration 24Q: 3 clusters Score -309074.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -309078.093750 Penalty: 773.393066
	Iteration 25Q: 3 clusters Score -309078.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -309082.625000 Penalty: 773.393066
	Iteration 26Q: 3 clusters Score -309082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -309088.593750 Penalty: 773.393066
	Iteration 27Q: 3 clusters Score -309088.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -309100.718750 Penalty: 773.393066
	Iteration 28Q: 3 clusters Score -309100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -309110.437500 Penalty: 773.393066
	Iteration 29Q: 3 clusters Score -309110.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -309118.125000 Penalty: 773.393066
	Iteration 30Q: 3 clusters Score -309118.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -309122.218750 Penalty: 773.393066
	Iteration 31Q: 3 clusters Score -309122.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -309126.812500 Penalty: 773.393066
	Iteration 32Q: 3 clusters Score -309126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -309133.625000 Penalty: 773.393066
	Iteration 33Q: 3 clusters Score -309133.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -309136.281250 Penalty: 773.393066
	Iteration 34Q: 3 clusters Score -309136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -309137.750000 Penalty: 773.393066
	Iteration 35Q: 3 clusters Score -309137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309139.031250 Penalty: 773.393066
	Iteration 36Q: 3 clusters Score -309139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309139.531250 Penalty: 773.393066
	Iteration 37Q: 3 clusters Score -309139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309139.750000 Penalty: 773.393066
	Iteration 38Q: 3 clusters Score -309139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309139.937500 Penalty: 773.393066
	Iteration 39Q: 3 clusters Score -309139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309139.531250 Penalty: 773.393066
	Iteration 40F: 3 clusters Score -309139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -309139.687500 Penalty: 773.393066
	Iteration 41Q: 3 clusters Score -309139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -309139.687500 Penalty: 773.393066
	Iteration 42F: 3 clusters Score -309139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -63544.804688 Penalty: 319.783173
	Iteration 0F: 2 clusters Score -63544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -62655.390625 Penalty: 639.566345
	Iteration 0F: 3 clusters Score -62655.39 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -62968.226562 Penalty: 639.566345
	Iteration 1F: 3 clusters Score -62968.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -63043.687500 Penalty: 639.566345
	Iteration 2F: 3 clusters Score -63043.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63101.722656 Penalty: 639.566345
	Iteration 3F: 3 clusters Score -63101.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -63156.441406 Penalty: 639.566345
	Iteration 4F: 3 clusters Score -63156.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63200.882812 Penalty: 639.566345
	Iteration 5Q: 3 clusters Score -63200.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63223.527344 Penalty: 639.566345
	Iteration 6Q: 3 clusters Score -63223.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63232.253906 Penalty: 639.566345
	Iteration 7Q: 3 clusters Score -63232.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -63238.894531 Penalty: 639.566345
	Iteration 8Q: 3 clusters Score -63238.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -63250.972656 Penalty: 639.566345
	Iteration 9Q: 3 clusters Score -63250.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -63259.640625 Penalty: 639.566345
	Iteration 10Q: 3 clusters Score -63259.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63263.250000 Penalty: 639.566345
	Iteration 11Q: 3 clusters Score -63263.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63264.101562 Penalty: 639.566345
	Iteration 12Q: 3 clusters Score -63264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63265.609375 Penalty: 639.566345
	Iteration 13Q: 3 clusters Score -63265.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63266.058594 Penalty: 639.566345
	Iteration 14Q: 3 clusters Score -63266.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63266.367188 Penalty: 639.566345
	Iteration 15Q: 3 clusters Score -63266.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63267.003906 Penalty: 639.566345
	Iteration 16Q: 3 clusters Score -63267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63267.500000 Penalty: 639.566345
	Iteration 17Q: 3 clusters Score -63267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63267.839844 Penalty: 639.566345
	Iteration 18Q: 3 clusters Score -63267.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63267.968750 Penalty: 639.566345
	Iteration 19Q: 3 clusters Score -63267.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63267.968750 Penalty: 639.566345
	Iteration 20F: 3 clusters Score -63267.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Entering Unmasked Estep 
Score: -447693.250000 Penalty: 400.950531
	Iteration 0F: 2 clusters Score -447693.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -443163.687500 Penalty: 801.901062
	Iteration 0F: 3 clusters Score -443163.7 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -444881.593750 Penalty: 801.901062
	Iteration 1F: 3 clusters Score -444881.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -445083.375000 Penalty: 801.901062
	Iteration 2F: 3 clusters Score -445083.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -445306.187500 Penalty: 801.901062
	Iteration 3F: 3 clusters Score -445306.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -445609.968750 Penalty: 801.901062
	Iteration 4F: 3 clusters Score -445610 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -445960.500000 Penalty: 801.901062
	Iteration 5F: 3 clusters Score -445960.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -446183.843750 Penalty: 801.901062
	Iteration 6F: 3 clusters Score -446183.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -446257.593750 Penalty: 801.901062
	Iteration 7Q: 3 clusters Score -446257.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -446276.343750 Penalty: 801.901062
	Iteration 8Q: 3 clusters Score -446276.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -446286.281250 Penalty: 801.901062
	Iteration 9Q: 3 clusters Score -446286.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -446290.750000 Penalty: 801.901062
	Iteration 10Q: 3 clusters Score -446290.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -446294.968750 Penalty: 801.901062
	Iteration 11Q: 3 clusters Score -446295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -446298.656250 Penalty: 801.901062
	Iteration 12Q: 3 clusters Score -446298.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -446303.000000 Penalty: 801.901062
	Iteration 13Q: 3 clusters Score -446303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -446305.625000 Penalty: 801.901062
	Iteration 14Q: 3 clusters Score -446305.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -446307.718750 Penalty: 801.901062
	Iteration 15Q: 3 clusters Score -446307.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -446309.312500 Penalty: 801.901062
	Iteration 16Q: 3 clusters Score -446309.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -446313.531250 Penalty: 801.901062
	Iteration 17Q: 3 clusters Score -446313.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -446315.406250 Penalty: 801.901062
	Iteration 18Q: 3 clusters Score -446315.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -446318.250000 Penalty: 801.901062
	Iteration 19Q: 3 clusters Score -446318.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -446320.406250 Penalty: 801.901062
	Iteration 20F: 3 clusters Score -446320.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -446325.843750 Penalty: 801.901062
	Iteration 21Q: 3 clusters Score -446325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -446331.000000 Penalty: 801.901062
	Iteration 22Q: 3 clusters Score -446331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -446332.468750 Penalty: 801.901062
	Iteration 23Q: 3 clusters Score -446332.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -446335.562500 Penalty: 801.901062
	Iteration 24Q: 3 clusters Score -446335.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -446336.750000 Penalty: 801.901062
	Iteration 25Q: 3 clusters Score -446336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -446338.625000 Penalty: 801.901062
	Iteration 26Q: 3 clusters Score -446338.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -446339.750000 Penalty: 801.901062
	Iteration 27Q: 3 clusters Score -446339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -446342.375000 Penalty: 801.901062
	Iteration 28Q: 3 clusters Score -446342.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -446345.000000 Penalty: 801.901062
	Iteration 29Q: 3 clusters Score -446345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -446348.500000 Penalty: 801.901062
	Iteration 30Q: 3 clusters Score -446348.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -446353.093750 Penalty: 801.901062
	Iteration 31Q: 3 clusters Score -446353.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -446359.312500 Penalty: 801.901062
	Iteration 32Q: 3 clusters Score -446359.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -446369.312500 Penalty: 801.901062
	Iteration 33Q: 3 clusters Score -446369.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -446381.187500 Penalty: 801.901062
	Iteration 34Q: 3 clusters Score -446381.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -446391.843750 Penalty: 801.901062
	Iteration 35Q: 3 clusters Score -446391.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -446407.343750 Penalty: 801.901062
	Iteration 36Q: 3 clusters Score -446407.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -446427.375000 Penalty: 801.901062
	Iteration 37Q: 3 clusters Score -446427.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -446453.093750 Penalty: 801.901062
	Iteration 38Q: 3 clusters Score -446453.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -446483.718750 Penalty: 801.901062
	Iteration 39Q: 3 clusters Score -446483.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -446511.968750 Penalty: 801.901062
	Iteration 40F: 3 clusters Score -446512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -446537.062500 Penalty: 801.901062
	Iteration 41Q: 3 clusters Score -446537.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -446564.968750 Penalty: 801.901062
	Iteration 42Q: 3 clusters Score -446565 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -446588.812500 Penalty: 801.901062
	Iteration 43Q: 3 clusters Score -446588.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -446605.937500 Penalty: 801.901062
	Iteration 44Q: 3 clusters Score -446605.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -446616.812500 Penalty: 801.901062
	Iteration 45Q: 3 clusters Score -446616.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -446627.500000 Penalty: 801.901062
	Iteration 46Q: 3 clusters Score -446627.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -446639.625000 Penalty: 801.901062
	Iteration 47Q: 3 clusters Score -446639.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -446651.468750 Penalty: 801.901062
	Iteration 48Q: 3 clusters Score -446651.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -446662.812500 Penalty: 801.901062
	Iteration 49Q: 3 clusters Score -446662.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -446670.218750 Penalty: 801.901062
	Iteration 50Q: 3 clusters Score -446670.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -446674.187500 Penalty: 801.901062
	Iteration 51Q: 3 clusters Score -446674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -446678.687500 Penalty: 801.901062
	Iteration 52Q: 3 clusters Score -446678.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -446684.718750 Penalty: 801.901062
	Iteration 53Q: 3 clusters Score -446684.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -446692.281250 Penalty: 801.901062
	Iteration 54Q: 3 clusters Score -446692.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -446701.687500 Penalty: 801.901062
	Iteration 55Q: 3 clusters Score -446701.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -446711.468750 Penalty: 801.901062
	Iteration 56Q: 3 clusters Score -446711.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -446721.000000 Penalty: 801.901062
	Iteration 57Q: 3 clusters Score -446721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -446728.156250 Penalty: 801.901062
	Iteration 58Q: 3 clusters Score -446728.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -446734.375000 Penalty: 801.901062
	Iteration 59Q: 3 clusters Score -446734.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -446741.750000 Penalty: 801.901062
	Iteration 60F: 3 clusters Score -446741.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -446748.312500 Penalty: 801.901062
	Iteration 61Q: 3 clusters Score -446748.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -446754.906250 Penalty: 801.901062
	Iteration 62Q: 3 clusters Score -446754.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -446764.875000 Penalty: 801.901062
	Iteration 63Q: 3 clusters Score -446764.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -446771.062500 Penalty: 801.901062
	Iteration 64Q: 3 clusters Score -446771.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -446778.468750 Penalty: 801.901062
	Iteration 65Q: 3 clusters Score -446778.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -446785.187500 Penalty: 801.901062
	Iteration 66Q: 3 clusters Score -446785.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -446792.125000 Penalty: 801.901062
	Iteration 67Q: 3 clusters Score -446792.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -446797.531250 Penalty: 801.901062
	Iteration 68Q: 3 clusters Score -446797.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -446804.500000 Penalty: 801.901062
	Iteration 69Q: 3 clusters Score -446804.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -446810.500000 Penalty: 801.901062
	Iteration 70Q: 3 clusters Score -446810.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -446814.843750 Penalty: 801.901062
	Iteration 71Q: 3 clusters Score -446814.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -446819.281250 Penalty: 801.901062
	Iteration 72Q: 3 clusters Score -446819.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -446825.375000 Penalty: 801.901062
	Iteration 73Q: 3 clusters Score -446825.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -446839.937500 Penalty: 801.901062
	Iteration 74Q: 3 clusters Score -446839.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -446855.250000 Penalty: 801.901062
	Iteration 75Q: 3 clusters Score -446855.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -446872.156250 Penalty: 801.901062
	Iteration 76Q: 3 clusters Score -446872.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -446885.000000 Penalty: 801.901062
	Iteration 77Q: 3 clusters Score -446885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -446901.031250 Penalty: 801.901062
	Iteration 78Q: 3 clusters Score -446901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -446911.968750 Penalty: 801.901062
	Iteration 79Q: 3 clusters Score -446912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -446924.468750 Penalty: 801.901062
	Iteration 80F: 3 clusters Score -446924.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -446938.781250 Penalty: 801.901062
	Iteration 81Q: 3 clusters Score -446938.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -446953.187500 Penalty: 801.901062
	Iteration 82Q: 3 clusters Score -446953.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -446962.687500 Penalty: 801.901062
	Iteration 83Q: 3 clusters Score -446962.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -446974.687500 Penalty: 801.901062
	Iteration 84Q: 3 clusters Score -446974.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -446988.437500 Penalty: 801.901062
	Iteration 85Q: 3 clusters Score -446988.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -446999.906250 Penalty: 801.901062
	Iteration 86Q: 3 clusters Score -446999.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -447008.187500 Penalty: 801.901062
	Iteration 87Q: 3 clusters Score -447008.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -447018.718750 Penalty: 801.901062
	Iteration 88Q: 3 clusters Score -447018.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -447027.531250 Penalty: 801.901062
	Iteration 89Q: 3 clusters Score -447027.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -447035.281250 Penalty: 801.901062
	Iteration 90Q: 3 clusters Score -447035.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -447044.250000 Penalty: 801.901062
	Iteration 91Q: 3 clusters Score -447044.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -447054.000000 Penalty: 801.901062
	Iteration 92Q: 3 clusters Score -447054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -447067.656250 Penalty: 801.901062
	Iteration 93Q: 3 clusters Score -447067.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -447079.125000 Penalty: 801.901062
	Iteration 94Q: 3 clusters Score -447079.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -447091.312500 Penalty: 801.901062
	Iteration 95Q: 3 clusters Score -447091.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -447108.781250 Penalty: 801.901062
	Iteration 96Q: 3 clusters Score -447108.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -447119.906250 Penalty: 801.901062
	Iteration 97Q: 3 clusters Score -447119.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -447131.781250 Penalty: 801.901062
	Iteration 98Q: 3 clusters Score -447131.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -447142.906250 Penalty: 801.901062
	Iteration 99Q: 3 clusters Score -447142.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -447153.437500 Penalty: 801.901062
	Iteration 100F: 3 clusters Score -447153.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -447166.093750 Penalty: 801.901062
	Iteration 101Q: 3 clusters Score -447166.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -447174.406250 Penalty: 801.901062
	Iteration 102Q: 3 clusters Score -447174.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -447177.000000 Penalty: 801.901062
	Iteration 103Q: 3 clusters Score -447177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -447179.687500 Penalty: 801.901062
	Iteration 104Q: 3 clusters Score -447179.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -447182.562500 Penalty: 801.901062
	Iteration 105Q: 3 clusters Score -447182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -447184.718750 Penalty: 801.901062
	Iteration 106Q: 3 clusters Score -447184.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -447186.281250 Penalty: 801.901062
	Iteration 107Q: 3 clusters Score -447186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -447190.093750 Penalty: 801.901062
	Iteration 108Q: 3 clusters Score -447190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -447191.031250 Penalty: 801.901062
	Iteration 109Q: 3 clusters Score -447191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -447192.125000 Penalty: 801.901062
	Iteration 110Q: 3 clusters Score -447192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -447195.062500 Penalty: 801.901062
	Iteration 111Q: 3 clusters Score -447195.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -447199.656250 Penalty: 801.901062
	Iteration 112Q: 3 clusters Score -447199.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -447204.906250 Penalty: 801.901062
	Iteration 113Q: 3 clusters Score -447204.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -447207.125000 Penalty: 801.901062
	Iteration 114Q: 3 clusters Score -447207.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -447208.375000 Penalty: 801.901062
	Iteration 115Q: 3 clusters Score -447208.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -447209.968750 Penalty: 801.901062
	Iteration 116Q: 3 clusters Score -447210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -447214.406250 Penalty: 801.901062
	Iteration 117Q: 3 clusters Score -447214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -447218.000000 Penalty: 801.901062
	Iteration 118Q: 3 clusters Score -447218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -447221.218750 Penalty: 801.901062
	Iteration 119Q: 3 clusters Score -447221.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -447225.000000 Penalty: 801.901062
	Iteration 120F: 3 clusters Score -447225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -447228.968750 Penalty: 801.901062
	Iteration 121Q: 3 clusters Score -447229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -447231.375000 Penalty: 801.901062
	Iteration 122Q: 3 clusters Score -447231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -447234.843750 Penalty: 801.901062
	Iteration 123Q: 3 clusters Score -447234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -447237.656250 Penalty: 801.901062
	Iteration 124Q: 3 clusters Score -447237.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -447240.968750 Penalty: 801.901062
	Iteration 125Q: 3 clusters Score -447241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -447244.843750 Penalty: 801.901062
	Iteration 126Q: 3 clusters Score -447244.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -447248.125000 Penalty: 801.901062
	Iteration 127Q: 3 clusters Score -447248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -447249.093750 Penalty: 801.901062
	Iteration 128Q: 3 clusters Score -447249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -447250.625000 Penalty: 801.901062
	Iteration 129Q: 3 clusters Score -447250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -447251.437500 Penalty: 801.901062
	Iteration 130Q: 3 clusters Score -447251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -447250.875000 Penalty: 801.901062
	Iteration 131Q: 3 clusters Score -447250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -447251.406250 Penalty: 801.901062
	Iteration 132Q: 3 clusters Score -447251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -447251.687500 Penalty: 801.901062
	Iteration 133Q: 3 clusters Score -447251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -447253.000000 Penalty: 801.901062
	Iteration 134Q: 3 clusters Score -447253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -447252.875000 Penalty: 801.901062
	Iteration 135Q: 3 clusters Score -447252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -447252.875000 Penalty: 801.901062
	Iteration 136F: 3 clusters Score -447252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Entering Unmasked Estep 
Score: -2912317.000000 Penalty: 486.547546
	Iteration 0F: 2 clusters Score -2912317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2883323.250000 Penalty: 973.095093
	Iteration 0F: 3 clusters Score -2883323 nChanged 21368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2895879.750000 Penalty: 973.095093
	Iteration 1F: 3 clusters Score -2895880 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2896426.500000 Penalty: 973.095093
	Iteration 2Q: 3 clusters Score -2896426 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2897254.500000 Penalty: 973.095093
	Iteration 3F: 3 clusters Score -2897254 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -2898716.500000 Penalty: 973.095093
	Iteration 4F: 3 clusters Score -2898716 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -2900976.000000 Penalty: 973.095093
	Iteration 5F: 3 clusters Score -2900976 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -2904225.750000 Penalty: 973.095093
	Iteration 6F: 3 clusters Score -2904226 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -2907309.000000 Penalty: 973.095093
	Iteration 7F: 3 clusters Score -2907309 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -2909288.000000 Penalty: 973.095093
	Iteration 8F: 3 clusters Score -2909288 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -2910685.500000 Penalty: 973.095093
	Iteration 9Q: 3 clusters Score -2910686 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -2911384.500000 Penalty: 973.095093
	Iteration 10Q: 3 clusters Score -2911384 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -2911642.500000 Penalty: 973.095093
	Iteration 11Q: 3 clusters Score -2911642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -2911763.000000 Penalty: 973.095093
	Iteration 12Q: 3 clusters Score -2911763 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -2911811.500000 Penalty: 973.095093
	Iteration 13Q: 3 clusters Score -2911812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -2911840.500000 Penalty: 973.095093
	Iteration 14Q: 3 clusters Score -2911840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -2911862.000000 Penalty: 973.095093
	Iteration 15Q: 3 clusters Score -2911862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -2911873.750000 Penalty: 973.095093
	Iteration 16Q: 3 clusters Score -2911874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -2911882.250000 Penalty: 973.095093
	Iteration 17Q: 3 clusters Score -2911882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -2911884.750000 Penalty: 973.095093
	Iteration 18Q: 3 clusters Score -2911885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -2911885.000000 Penalty: 973.095093
	Iteration 19Q: 3 clusters Score -2911885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -2911883.250000 Penalty: 973.095093
	Iteration 20F: 3 clusters Score -2911883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Entering Unmasked Estep 
Score: -5003492.000000 Penalty: 512.862671
	Iteration 0F: 2 clusters Score -5003492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4953678.000000 Penalty: 1025.725342
	Iteration 0F: 3 clusters Score -4953678 nChanged 38037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -4977499.000000 Penalty: 1025.725342
	Iteration 1F: 3 clusters Score -4977499 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -4979414.500000 Penalty: 1025.725342
	Iteration 2F: 3 clusters Score -4979414 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -4982282.500000 Penalty: 1025.725342
	Iteration 3F: 3 clusters Score -4982282 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -4986603.500000 Penalty: 1025.725342
	Iteration 4F: 3 clusters Score -4986604 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -4991736.000000 Penalty: 1025.725342
	Iteration 5F: 3 clusters Score -4991736 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -4995822.500000 Penalty: 1025.725342
	Iteration 6F: 3 clusters Score -4995822 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -4998254.000000 Penalty: 1025.725342
	Iteration 7Q: 3 clusters Score -4998254 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -4999979.000000 Penalty: 1025.725342
	Iteration 8Q: 3 clusters Score -4999979 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -5001196.500000 Penalty: 1025.725342
	Iteration 9Q: 3 clusters Score -5001196 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -5002061.000000 Penalty: 1025.725342
	Iteration 10Q: 3 clusters Score -5002061 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -5002626.000000 Penalty: 1025.725342
	Iteration 11Q: 3 clusters Score -5002626 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -5002912.000000 Penalty: 1025.725342
	Iteration 12Q: 3 clusters Score -5002912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -5003046.000000 Penalty: 1025.725342
	Iteration 13Q: 3 clusters Score -5003046 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -5003178.000000 Penalty: 1025.725342
	Iteration 14Q: 3 clusters Score -5003178 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -5003195.500000 Penalty: 1025.725342
	Iteration 15Q: 3 clusters Score -5003196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -5003187.000000 Penalty: 1025.725342
	Iteration 16Q: 3 clusters Score -5003187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -5003188.500000 Penalty: 1025.725342
	Iteration 17Q: 3 clusters Score -5003188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -5003194.500000 Penalty: 1025.725342
	Iteration 18Q: 3 clusters Score -5003194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -5003194.500000 Penalty: 1025.725342
	Iteration 19Q: 3 clusters Score -5003194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -5003190.000000 Penalty: 1025.725342
	Iteration 20F: 3 clusters Score -5003190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -5003186.000000 Penalty: 1025.725342
	Iteration 21Q: 3 clusters Score -5003186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -5003187.000000 Penalty: 1025.725342
	Iteration 22Q: 3 clusters Score -5003187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -5003186.000000 Penalty: 1025.725342
	Iteration 23Q: 3 clusters Score -5003186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -5003176.500000 Penalty: 1025.725342
	Iteration 24Q: 3 clusters Score -5003176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -5003181.500000 Penalty: 1025.725342
	Iteration 25Q: 3 clusters Score -5003182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -5003180.500000 Penalty: 1025.725342
	Iteration 26Q: 3 clusters Score -5003180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -5003178.000000 Penalty: 1025.725342
	Iteration 27Q: 3 clusters Score -5003178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -5003183.500000 Penalty: 1025.725342
	Iteration 28Q: 3 clusters Score -5003184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -5003184.000000 Penalty: 1025.725342
	Iteration 29Q: 3 clusters Score -5003184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -5003184.000000 Penalty: 1025.725342
	Iteration 30Q: 3 clusters Score -5003184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -5003184.000000 Penalty: 1025.725342
	Iteration 31F: 3 clusters Score -5003184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Entering Unmasked Estep 
Score: -1973625.750000 Penalty: 469.463531
	Iteration 0F: 2 clusters Score -1973626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1953597.750000 Penalty: 938.927063
	Iteration 0F: 3 clusters Score -1953598 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1962063.500000 Penalty: 938.927063
	Iteration 1F: 3 clusters Score -1962064 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1962472.625000 Penalty: 938.927063
	Iteration 2Q: 3 clusters Score -1962473 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1963008.625000 Penalty: 938.927063
	Iteration 3Q: 3 clusters Score -1963009 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1963821.000000 Penalty: 938.927063
	Iteration 4F: 3 clusters Score -1963821 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1965074.750000 Penalty: 938.927063
	Iteration 5F: 3 clusters Score -1965075 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1966895.750000 Penalty: 938.927063
	Iteration 6F: 3 clusters Score -1966896 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -1968923.875000 Penalty: 938.927063
	Iteration 7F: 3 clusters Score -1968924 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -1970538.875000 Penalty: 938.927063
	Iteration 8F: 3 clusters Score -1970539 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -1971463.125000 Penalty: 938.927063
	Iteration 9Q: 3 clusters Score -1971463 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -1972048.250000 Penalty: 938.927063
	Iteration 10Q: 3 clusters Score -1972048 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -1972385.000000 Penalty: 938.927063
	Iteration 11Q: 3 clusters Score -1972385 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -1972595.750000 Penalty: 938.927063
	Iteration 12Q: 3 clusters Score -1972596 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -1972757.250000 Penalty: 938.927063
	Iteration 13Q: 3 clusters Score -1972757 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -1972855.625000 Penalty: 938.927063
	Iteration 14Q: 3 clusters Score -1972856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -1972925.000000 Penalty: 938.927063
	Iteration 15Q: 3 clusters Score -1972925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1972982.000000 Penalty: 938.927063
	Iteration 16Q: 3 clusters Score -1972982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -1973027.125000 Penalty: 938.927063
	Iteration 17Q: 3 clusters Score -1973027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -1973070.125000 Penalty: 938.927063
	Iteration 18Q: 3 clusters Score -1973070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -1973106.125000 Penalty: 938.927063
	Iteration 19Q: 3 clusters Score -1973106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -1973130.250000 Penalty: 938.927063
	Iteration 20F: 3 clusters Score -1973130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -1973144.875000 Penalty: 938.927063
	Iteration 21Q: 3 clusters Score -1973145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -1973150.875000 Penalty: 938.927063
	Iteration 22Q: 3 clusters Score -1973151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -1973157.875000 Penalty: 938.927063
	Iteration 23Q: 3 clusters Score -1973158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -1973161.750000 Penalty: 938.927063
	Iteration 24Q: 3 clusters Score -1973162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -1973163.875000 Penalty: 938.927063
	Iteration 25Q: 3 clusters Score -1973164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -1973173.875000 Penalty: 938.927063
	Iteration 26Q: 3 clusters Score -1973174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -1973183.750000 Penalty: 938.927063
	Iteration 27Q: 3 clusters Score -1973184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -1973193.250000 Penalty: 938.927063
	Iteration 28Q: 3 clusters Score -1973193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -1973200.250000 Penalty: 938.927063
	Iteration 29Q: 3 clusters Score -1973200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -1973214.625000 Penalty: 938.927063
	Iteration 30Q: 3 clusters Score -1973215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -1973218.375000 Penalty: 938.927063
	Iteration 31Q: 3 clusters Score -1973218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -1973224.000000 Penalty: 938.927063
	Iteration 32Q: 3 clusters Score -1973224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -1973228.125000 Penalty: 938.927063
	Iteration 33Q: 3 clusters Score -1973228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -1973228.750000 Penalty: 938.927063
	Iteration 34Q: 3 clusters Score -1973229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1973231.000000 Penalty: 938.927063
	Iteration 35Q: 3 clusters Score -1973231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -1973230.875000 Penalty: 938.927063
	Iteration 36Q: 3 clusters Score -1973231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1973229.750000 Penalty: 938.927063
	Iteration 37Q: 3 clusters Score -1973230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1973229.750000 Penalty: 938.927063
	Iteration 38F: 3 clusters Score -1973230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Entering Unmasked Estep 
Score: -3903485.250000 Penalty: 503.886841
	Iteration 0F: 2 clusters Score -3903485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3861265.500000 Penalty: 1007.773682
	Iteration 0F: 3 clusters Score -3861266 nChanged 31460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3880767.500000 Penalty: 1007.773682
	Iteration 1F: 3 clusters Score -3880768 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -3881369.250000 Penalty: 1007.773682
	Iteration 2Q: 3 clusters Score -3881369 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3882031.250000 Penalty: 1007.773682
	Iteration 3Q: 3 clusters Score -3882031 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -3882984.000000 Penalty: 1007.773682
	Iteration 4Q: 3 clusters Score -3882984 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3884469.000000 Penalty: 1007.773682
	Iteration 5Q: 3 clusters Score -3884469 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -3887065.250000 Penalty: 1007.773682
	Iteration 6F: 3 clusters Score -3887065 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -3890700.750000 Penalty: 1007.773682
	Iteration 7F: 3 clusters Score -3890701 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3893512.250000 Penalty: 1007.773682
	Iteration 8F: 3 clusters Score -3893512 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -3894516.500000 Penalty: 1007.773682
	Iteration 9Q: 3 clusters Score -3894516 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -3894913.750000 Penalty: 1007.773682
	Iteration 10Q: 3 clusters Score -3894914 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3895205.000000 Penalty: 1007.773682
	Iteration 11Q: 3 clusters Score -3895205 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -3895449.250000 Penalty: 1007.773682
	Iteration 12Q: 3 clusters Score -3895449 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -3895678.000000 Penalty: 1007.773682
	Iteration 13Q: 3 clusters Score -3895678 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3895914.000000 Penalty: 1007.773682
	Iteration 14Q: 3 clusters Score -3895914 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3896174.000000 Penalty: 1007.773682
	Iteration 15Q: 3 clusters Score -3896174 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3896407.000000 Penalty: 1007.773682
	Iteration 16Q: 3 clusters Score -3896407 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -3896650.750000 Penalty: 1007.773682
	Iteration 17Q: 3 clusters Score -3896651 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3896902.750000 Penalty: 1007.773682
	Iteration 18Q: 3 clusters Score -3896903 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -3897188.750000 Penalty: 1007.773682
	Iteration 19Q: 3 clusters Score -3897189 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -3897463.000000 Penalty: 1007.773682
	Iteration 20F: 3 clusters Score -3897463 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3897785.500000 Penalty: 1007.773682
	Iteration 21Q: 3 clusters Score -3897786 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3898137.250000 Penalty: 1007.773682
	Iteration 22Q: 3 clusters Score -3898137 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3898482.500000 Penalty: 1007.773682
	Iteration 23Q: 3 clusters Score -3898482 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -3898869.000000 Penalty: 1007.773682
	Iteration 24Q: 3 clusters Score -3898869 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3899287.250000 Penalty: 1007.773682
	Iteration 25Q: 3 clusters Score -3899287 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3899643.250000 Penalty: 1007.773682
	Iteration 26Q: 3 clusters Score -3899643 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3900046.500000 Penalty: 1007.773682
	Iteration 27Q: 3 clusters Score -3900046 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3900356.500000 Penalty: 1007.773682
	Iteration 28Q: 3 clusters Score -3900356 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3900600.250000 Penalty: 1007.773682
	Iteration 29Q: 3 clusters Score -3900600 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3900772.000000 Penalty: 1007.773682
	Iteration 30Q: 3 clusters Score -3900772 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3900811.000000 Penalty: 1007.773682
	Iteration 31Q: 3 clusters Score -3900811 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3900817.000000 Penalty: 1007.773682
	Iteration 32Q: 3 clusters Score -3900817 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3900756.500000 Penalty: 1007.773682
	Iteration 33Q: 3 clusters Score -3900756 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3900654.750000 Penalty: 1007.773682
	Iteration 34Q: 3 clusters Score -3900655 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3900542.500000 Penalty: 1007.773682
	Iteration 35Q: 3 clusters Score -3900542 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3900469.750000 Penalty: 1007.773682
	Iteration 36Q: 3 clusters Score -3900470 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3900368.250000 Penalty: 1007.773682
	Iteration 37Q: 3 clusters Score -3900368 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3900286.000000 Penalty: 1007.773682
	Iteration 38Q: 3 clusters Score -3900286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3900224.250000 Penalty: 1007.773682
	Iteration 39Q: 3 clusters Score -3900224 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3900145.250000 Penalty: 1007.773682
	Iteration 40F: 3 clusters Score -3900145 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3900093.250000 Penalty: 1007.773682
	Iteration 41Q: 3 clusters Score -3900093 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3900003.250000 Penalty: 1007.773682
	Iteration 42Q: 3 clusters Score -3900003 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3899950.500000 Penalty: 1007.773682
	Iteration 43Q: 3 clusters Score -3899950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3899906.000000 Penalty: 1007.773682
	Iteration 44Q: 3 clusters Score -3899906 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17522 members 
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	Iteration 93Q: 3 clusters Score -3900032 nChanged 26
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	Iteration 97Q: 3 clusters Score -3900022 nChanged 40
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	Iteration 103Q: 3 clusters Score -3899987 nChanged 29
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	Iteration 108Q: 3 clusters Score -3899992 nChanged 17
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	Iteration 109Q: 3 clusters Score -3900013 nChanged 17
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	Iteration 112Q: 3 clusters Score -3900012 nChanged 24
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	Iteration 113Q: 3 clusters Score -3900006 nChanged 16
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	Iteration 114Q: 3 clusters Score -3900023 nChanged 19
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	Iteration 115Q: 3 clusters Score -3900022 nChanged 18
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	Iteration 116Q: 3 clusters Score -3900022 nChanged 14
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	Iteration 117Q: 3 clusters Score -3900009 nChanged 14
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	Iteration 118Q: 3 clusters Score -3900002 nChanged 14
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	Iteration 120F: 3 clusters Score -3900009 nChanged 14
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	Iteration 121Q: 3 clusters Score -3900011 nChanged 16
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	Iteration 122Q: 3 clusters Score -3900006 nChanged 16
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	Iteration 123Q: 3 clusters Score -3900008 nChanged 14
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	Iteration 125Q: 3 clusters Score -3899994 nChanged 14
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	Iteration 126Q: 3 clusters Score -3899998 nChanged 19
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	Iteration 127Q: 3 clusters Score -3900006 nChanged 22
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	Iteration 129Q: 3 clusters Score -3900034 nChanged 11
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	Iteration 130Q: 3 clusters Score -3900030 nChanged 9
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	Iteration 131Q: 3 clusters Score -3900040 nChanged 7
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	Iteration 132Q: 3 clusters Score -3900048 nChanged 8
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	Iteration 133Q: 3 clusters Score -3900053 nChanged 6
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	Iteration 134Q: 3 clusters Score -3900054 nChanged 5
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	Iteration 135Q: 3 clusters Score -3900054 nChanged 3
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	Iteration 136Q: 3 clusters Score -3900057 nChanged 8
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	Iteration 137Q: 3 clusters Score -3900059 nChanged 3
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Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3900061.750000 Penalty: 1007.773682
	Iteration 138Q: 3 clusters Score -3900062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3900059.250000 Penalty: 1007.773682
	Iteration 139Q: 3 clusters Score -3900059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3900059.500000 Penalty: 1007.773682
	Iteration 140F: 3 clusters Score -3900060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3900061.000000 Penalty: 1007.773682
	Iteration 141Q: 3 clusters Score -3900061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3900061.000000 Penalty: 1007.773682
	Iteration 142F: 3 clusters Score -3900061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -128461.359375 Penalty: 352.848419
	Iteration 0F: 2 clusters Score -128461.4 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 1207 members 
Entering Unmasked Estep 
Score: -126805.179688 Penalty: 705.696838
	Iteration 0F: 3 clusters Score -126805.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -127407.296875 Penalty: 705.696838
	Iteration 1F: 3 clusters Score -127407.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -127610.781250 Penalty: 705.696838
	Iteration 2F: 3 clusters Score -127610.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -127887.710938 Penalty: 705.696838
	Iteration 3F: 3 clusters Score -127887.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -128112.148438 Penalty: 705.696838
	Iteration 4F: 3 clusters Score -128112.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -128200.976562 Penalty: 705.696838
	Iteration 5F: 3 clusters Score -128201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -128252.468750 Penalty: 705.696838
	Iteration 6Q: 3 clusters Score -128252.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -128285.171875 Penalty: 705.696838
	Iteration 7Q: 3 clusters Score -128285.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -128311.359375 Penalty: 705.696838
	Iteration 8Q: 3 clusters Score -128311.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -128324.617188 Penalty: 705.696838
	Iteration 9Q: 3 clusters Score -128324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -128328.906250 Penalty: 705.696838
	Iteration 10Q: 3 clusters Score -128328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -128329.507812 Penalty: 705.696838
	Iteration 11Q: 3 clusters Score -128329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -128329.703125 Penalty: 705.696838
	Iteration 12Q: 3 clusters Score -128329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -128330.570312 Penalty: 705.696838
	Iteration 13Q: 3 clusters Score -128330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -128330.984375 Penalty: 705.696838
	Iteration 14Q: 3 clusters Score -128331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -128331.312500 Penalty: 705.696838
	Iteration 15Q: 3 clusters Score -128331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -128331.312500 Penalty: 705.696838
	Iteration 16F: 3 clusters Score -128331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Entering Unmasked Estep 
Score: -2933121.000000 Penalty: 487.119141
	Iteration 0F: 2 clusters Score -2933121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2905307.750000 Penalty: 974.238281
	Iteration 0F: 3 clusters Score -2905308 nChanged 21504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2918039.750000 Penalty: 974.238281
	Iteration 1F: 3 clusters Score -2918040 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2918783.000000 Penalty: 974.238281
	Iteration 2Q: 3 clusters Score -2918783 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2919910.750000 Penalty: 974.238281
	Iteration 3F: 3 clusters Score -2919911 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2921741.500000 Penalty: 974.238281
	Iteration 4F: 3 clusters Score -2921742 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2924301.500000 Penalty: 974.238281
	Iteration 5F: 3 clusters Score -2924302 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2927156.500000 Penalty: 974.238281
	Iteration 6F: 3 clusters Score -2927156 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2929432.250000 Penalty: 974.238281
	Iteration 7F: 3 clusters Score -2929432 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2930747.500000 Penalty: 974.238281
	Iteration 8Q: 3 clusters Score -2930748 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2931376.500000 Penalty: 974.238281
	Iteration 9Q: 3 clusters Score -2931376 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2931746.000000 Penalty: 974.238281
	Iteration 10Q: 3 clusters Score -2931746 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2931994.000000 Penalty: 974.238281
	Iteration 11Q: 3 clusters Score -2931994 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2932198.000000 Penalty: 974.238281
	Iteration 12Q: 3 clusters Score -2932198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2932323.250000 Penalty: 974.238281
	Iteration 13Q: 3 clusters Score -2932323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2932390.000000 Penalty: 974.238281
	Iteration 14Q: 3 clusters Score -2932390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2932445.750000 Penalty: 974.238281
	Iteration 15Q: 3 clusters Score -2932446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2932495.500000 Penalty: 974.238281
	Iteration 16Q: 3 clusters Score -2932496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2932524.750000 Penalty: 974.238281
	Iteration 17Q: 3 clusters Score -2932525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2932573.250000 Penalty: 974.238281
	Iteration 18Q: 3 clusters Score -2932573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2932599.000000 Penalty: 974.238281
	Iteration 19Q: 3 clusters Score -2932599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2932607.250000 Penalty: 974.238281
	Iteration 20F: 3 clusters Score -2932607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2932616.000000 Penalty: 974.238281
	Iteration 21Q: 3 clusters Score -2932616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2932624.750000 Penalty: 974.238281
	Iteration 22Q: 3 clusters Score -2932625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2932621.500000 Penalty: 974.238281
	Iteration 23Q: 3 clusters Score -2932622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2932619.500000 Penalty: 974.238281
	Iteration 24Q: 3 clusters Score -2932620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2932621.750000 Penalty: 974.238281
	Iteration 25Q: 3 clusters Score -2932622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2932621.500000 Penalty: 974.238281
	Iteration 26Q: 3 clusters Score -2932622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2932623.750000 Penalty: 974.238281
	Iteration 27Q: 3 clusters Score -2932624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2932632.250000 Penalty: 974.238281
	Iteration 28Q: 3 clusters Score -2932632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2932629.250000 Penalty: 974.238281
	Iteration 29Q: 3 clusters Score -2932629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2932627.500000 Penalty: 974.238281
	Iteration 30Q: 3 clusters Score -2932628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2932627.500000 Penalty: 974.238281
	Iteration 31Q: 3 clusters Score -2932628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2932629.750000 Penalty: 974.238281
	Iteration 32Q: 3 clusters Score -2932630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2932629.000000 Penalty: 974.238281
	Iteration 33Q: 3 clusters Score -2932629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2932636.750000 Penalty: 974.238281
	Iteration 34Q: 3 clusters Score -2932637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2932634.750000 Penalty: 974.238281
	Iteration 35Q: 3 clusters Score -2932635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2932634.750000 Penalty: 974.238281
	Iteration 36F: 3 clusters Score -2932635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -113520.203125 Penalty: 341.599884
	Iteration 0F: 2 clusters Score -113520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -112203.250000 Penalty: 683.199768
	Iteration 0F: 3 clusters Score -112203.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -112620.343750 Penalty: 683.199768
	Iteration 1F: 3 clusters Score -112620.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -112703.750000 Penalty: 683.199768
	Iteration 2F: 3 clusters Score -112703.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -112793.164062 Penalty: 683.199768
	Iteration 3F: 3 clusters Score -112793.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -112894.695312 Penalty: 683.199768
	Iteration 4F: 3 clusters Score -112894.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -112979.484375 Penalty: 683.199768
	Iteration 5F: 3 clusters Score -112979.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -113046.500000 Penalty: 683.199768
	Iteration 6Q: 3 clusters Score -113046.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -113094.742188 Penalty: 683.199768
	Iteration 7Q: 3 clusters Score -113094.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -113150.679688 Penalty: 683.199768
	Iteration 8Q: 3 clusters Score -113150.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -113186.085938 Penalty: 683.199768
	Iteration 9Q: 3 clusters Score -113186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -113211.007812 Penalty: 683.199768
	Iteration 10Q: 3 clusters Score -113211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -113228.328125 Penalty: 683.199768
	Iteration 11Q: 3 clusters Score -113228.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -113241.742188 Penalty: 683.199768
	Iteration 12Q: 3 clusters Score -113241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -113246.125000 Penalty: 683.199768
	Iteration 13Q: 3 clusters Score -113246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -113250.468750 Penalty: 683.199768
	Iteration 14Q: 3 clusters Score -113250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -113254.945312 Penalty: 683.199768
	Iteration 15Q: 3 clusters Score -113254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -113261.437500 Penalty: 683.199768
	Iteration 16Q: 3 clusters Score -113261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -113266.789062 Penalty: 683.199768
	Iteration 17Q: 3 clusters Score -113266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -113270.906250 Penalty: 683.199768
	Iteration 18Q: 3 clusters Score -113270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -113271.937500 Penalty: 683.199768
	Iteration 19Q: 3 clusters Score -113271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -113273.085938 Penalty: 683.199768
	Iteration 20F: 3 clusters Score -113273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -113274.265625 Penalty: 683.199768
	Iteration 21Q: 3 clusters Score -113274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -113275.062500 Penalty: 683.199768
	Iteration 22Q: 3 clusters Score -113275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -113275.062500 Penalty: 683.199768
	Iteration 23F: 3 clusters Score -113275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1056471.375000 Penalty: 440.506805
	Iteration 0F: 2 clusters Score -1056471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1045664.125000 Penalty: 881.013611
	Iteration 0F: 3 clusters Score -1045664 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1050204.250000 Penalty: 881.013611
	Iteration 1F: 3 clusters Score -1050204 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1050503.875000 Penalty: 881.013611
	Iteration 2Q: 3 clusters Score -1050504 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1050919.125000 Penalty: 881.013611
	Iteration 3F: 3 clusters Score -1050919 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1051529.375000 Penalty: 881.013611
	Iteration 4F: 3 clusters Score -1051529 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1052334.750000 Penalty: 881.013611
	Iteration 5F: 3 clusters Score -1052335 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1053240.250000 Penalty: 881.013611
	Iteration 6F: 3 clusters Score -1053240 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1053909.750000 Penalty: 881.013611
	Iteration 7Q: 3 clusters Score -1053910 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1054366.125000 Penalty: 881.013611
	Iteration 8Q: 3 clusters Score -1054366 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1054676.750000 Penalty: 881.013611
	Iteration 9Q: 3 clusters Score -1054677 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1054921.625000 Penalty: 881.013611
	Iteration 10Q: 3 clusters Score -1054922 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1055119.750000 Penalty: 881.013611
	Iteration 11Q: 3 clusters Score -1055120 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1055303.125000 Penalty: 881.013611
	Iteration 12Q: 3 clusters Score -1055303 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1055483.500000 Penalty: 881.013611
	Iteration 13Q: 3 clusters Score -1055484 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1055636.875000 Penalty: 881.013611
	Iteration 14Q: 3 clusters Score -1055637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1055762.250000 Penalty: 881.013611
	Iteration 15Q: 3 clusters Score -1055762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1055854.875000 Penalty: 881.013611
	Iteration 16Q: 3 clusters Score -1055855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1055910.875000 Penalty: 881.013611
	Iteration 17Q: 3 clusters Score -1055911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1055953.375000 Penalty: 881.013611
	Iteration 18Q: 3 clusters Score -1055953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1056007.000000 Penalty: 881.013611
	Iteration 19Q: 3 clusters Score -1056007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1056032.500000 Penalty: 881.013611
	Iteration 20F: 3 clusters Score -1056032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1056041.875000 Penalty: 881.013611
	Iteration 21Q: 3 clusters Score -1056042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1056051.000000 Penalty: 881.013611
	Iteration 22Q: 3 clusters Score -1056051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1056056.250000 Penalty: 881.013611
	Iteration 23Q: 3 clusters Score -1056056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1056065.625000 Penalty: 881.013611
	Iteration 24Q: 3 clusters Score -1056066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1056066.000000 Penalty: 881.013611
	Iteration 25Q: 3 clusters Score -1056066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1056066.000000 Penalty: 881.013611
	Iteration 26F: 3 clusters Score -1056066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47019.589844 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47019.59 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47343.417969 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47343.42 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -47462.371094 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47462.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -47539.605469 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47539.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -47607.625000 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -47607.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -47644.890625 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47644.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -47668.898438 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -47680.609375 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47680.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47686.292969 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47686.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47688.757812 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47688.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -47690.941406 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47690.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47691.593750 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47691.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -47692.257812 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47692.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -47692.410156 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47692.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -47693.089844 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47693.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -47693.242188 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -47693.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -47693.292969 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -47693.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -47693.292969 Penalty: 622.781250
	Iteration 17F: 3 clusters Score -47693.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -437899.750000 Penalty: 404.732452
	Iteration 0F: 2 clusters Score -437899.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -433023.906250 Penalty: 809.464905
	Iteration 0F: 3 clusters Score -433023.9 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -435083.343750 Penalty: 809.464905
	Iteration 1F: 3 clusters Score -435083.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -435375.187500 Penalty: 809.464905
	Iteration 2F: 3 clusters Score -435375.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -435698.250000 Penalty: 809.464905
	Iteration 3F: 3 clusters Score -435698.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -435958.843750 Penalty: 809.464905
	Iteration 4F: 3 clusters Score -435958.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -436173.843750 Penalty: 809.464905
	Iteration 5F: 3 clusters Score -436173.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -436353.562500 Penalty: 809.464905
	Iteration 6Q: 3 clusters Score -436353.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -436457.812500 Penalty: 809.464905
	Iteration 7Q: 3 clusters Score -436457.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -436506.156250 Penalty: 809.464905
	Iteration 8Q: 3 clusters Score -436506.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -436528.406250 Penalty: 809.464905
	Iteration 9Q: 3 clusters Score -436528.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -436545.125000 Penalty: 809.464905
	Iteration 10Q: 3 clusters Score -436545.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -436563.687500 Penalty: 809.464905
	Iteration 11Q: 3 clusters Score -436563.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -436580.437500 Penalty: 809.464905
	Iteration 12Q: 3 clusters Score -436580.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -436593.562500 Penalty: 809.464905
	Iteration 13Q: 3 clusters Score -436593.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -436603.000000 Penalty: 809.464905
	Iteration 14Q: 3 clusters Score -436603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -436610.468750 Penalty: 809.464905
	Iteration 15Q: 3 clusters Score -436610.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -436615.750000 Penalty: 809.464905
	Iteration 16Q: 3 clusters Score -436615.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -436623.406250 Penalty: 809.464905
	Iteration 17Q: 3 clusters Score -436623.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -436630.093750 Penalty: 809.464905
	Iteration 18Q: 3 clusters Score -436630.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -436638.906250 Penalty: 809.464905
	Iteration 19Q: 3 clusters Score -436638.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -436644.937500 Penalty: 809.464905
	Iteration 20F: 3 clusters Score -436644.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -436649.718750 Penalty: 809.464905
	Iteration 21Q: 3 clusters Score -436649.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -436655.312500 Penalty: 809.464905
	Iteration 22Q: 3 clusters Score -436655.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -436660.812500 Penalty: 809.464905
	Iteration 23Q: 3 clusters Score -436660.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -436665.843750 Penalty: 809.464905
	Iteration 24Q: 3 clusters Score -436665.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -436672.812500 Penalty: 809.464905
	Iteration 25Q: 3 clusters Score -436672.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -436678.406250 Penalty: 809.464905
	Iteration 26Q: 3 clusters Score -436678.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -436682.125000 Penalty: 809.464905
	Iteration 27Q: 3 clusters Score -436682.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -436686.187500 Penalty: 809.464905
	Iteration 28Q: 3 clusters Score -436686.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -436691.343750 Penalty: 809.464905
	Iteration 29Q: 3 clusters Score -436691.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -436694.562500 Penalty: 809.464905
	Iteration 30Q: 3 clusters Score -436694.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -436695.968750 Penalty: 809.464905
	Iteration 31Q: 3 clusters Score -436696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -436699.156250 Penalty: 809.464905
	Iteration 32Q: 3 clusters Score -436699.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -436700.031250 Penalty: 809.464905
	Iteration 33Q: 3 clusters Score -436700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -436704.843750 Penalty: 809.464905
	Iteration 34Q: 3 clusters Score -436704.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -436707.843750 Penalty: 809.464905
	Iteration 35Q: 3 clusters Score -436707.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -436711.281250 Penalty: 809.464905
	Iteration 36Q: 3 clusters Score -436711.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -436713.312500 Penalty: 809.464905
	Iteration 37Q: 3 clusters Score -436713.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -436713.906250 Penalty: 809.464905
	Iteration 38Q: 3 clusters Score -436713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -436715.062500 Penalty: 809.464905
	Iteration 39Q: 3 clusters Score -436715.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -436716.531250 Penalty: 809.464905
	Iteration 40F: 3 clusters Score -436716.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -436718.500000 Penalty: 809.464905
	Iteration 41Q: 3 clusters Score -436718.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -436721.031250 Penalty: 809.464905
	Iteration 42Q: 3 clusters Score -436721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -436723.125000 Penalty: 809.464905
	Iteration 43Q: 3 clusters Score -436723.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -436724.562500 Penalty: 809.464905
	Iteration 44Q: 3 clusters Score -436724.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -436728.156250 Penalty: 809.464905
	Iteration 45Q: 3 clusters Score -436728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -436731.187500 Penalty: 809.464905
	Iteration 46Q: 3 clusters Score -436731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -436734.781250 Penalty: 809.464905
	Iteration 47Q: 3 clusters Score -436734.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -436737.718750 Penalty: 809.464905
	Iteration 48Q: 3 clusters Score -436737.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -436740.625000 Penalty: 809.464905
	Iteration 49Q: 3 clusters Score -436740.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -436743.968750 Penalty: 809.464905
	Iteration 50Q: 3 clusters Score -436744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -436746.375000 Penalty: 809.464905
	Iteration 51Q: 3 clusters Score -436746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -436750.500000 Penalty: 809.464905
	Iteration 52Q: 3 clusters Score -436750.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -436755.343750 Penalty: 809.464905
	Iteration 53Q: 3 clusters Score -436755.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -436758.218750 Penalty: 809.464905
	Iteration 54Q: 3 clusters Score -436758.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -436760.500000 Penalty: 809.464905
	Iteration 55Q: 3 clusters Score -436760.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -436762.812500 Penalty: 809.464905
	Iteration 56Q: 3 clusters Score -436762.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -436764.000000 Penalty: 809.464905
	Iteration 57Q: 3 clusters Score -436764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -436768.937500 Penalty: 809.464905
	Iteration 58Q: 3 clusters Score -436768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -436772.531250 Penalty: 809.464905
	Iteration 59Q: 3 clusters Score -436772.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -436777.062500 Penalty: 809.464905
	Iteration 60F: 3 clusters Score -436777.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -436779.812500 Penalty: 809.464905
	Iteration 61Q: 3 clusters Score -436779.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -436785.062500 Penalty: 809.464905
	Iteration 62Q: 3 clusters Score -436785.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -436789.093750 Penalty: 809.464905
	Iteration 63Q: 3 clusters Score -436789.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -436791.375000 Penalty: 809.464905
	Iteration 64Q: 3 clusters Score -436791.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -436796.375000 Penalty: 809.464905
	Iteration 65Q: 3 clusters Score -436796.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -436803.625000 Penalty: 809.464905
	Iteration 66Q: 3 clusters Score -436803.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -436813.656250 Penalty: 809.464905
	Iteration 67Q: 3 clusters Score -436813.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -436823.656250 Penalty: 809.464905
	Iteration 68Q: 3 clusters Score -436823.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -436832.125000 Penalty: 809.464905
	Iteration 69Q: 3 clusters Score -436832.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -436840.468750 Penalty: 809.464905
	Iteration 70Q: 3 clusters Score -436840.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -436852.156250 Penalty: 809.464905
	Iteration 71Q: 3 clusters Score -436852.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -436865.187500 Penalty: 809.464905
	Iteration 72Q: 3 clusters Score -436865.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -436874.125000 Penalty: 809.464905
	Iteration 73Q: 3 clusters Score -436874.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -436881.500000 Penalty: 809.464905
	Iteration 74Q: 3 clusters Score -436881.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -436889.687500 Penalty: 809.464905
	Iteration 75Q: 3 clusters Score -436889.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -436899.093750 Penalty: 809.464905
	Iteration 76Q: 3 clusters Score -436899.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -436906.093750 Penalty: 809.464905
	Iteration 77Q: 3 clusters Score -436906.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -436913.031250 Penalty: 809.464905
	Iteration 78Q: 3 clusters Score -436913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -436923.062500 Penalty: 809.464905
	Iteration 79Q: 3 clusters Score -436923.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -436937.437500 Penalty: 809.464905
	Iteration 80F: 3 clusters Score -436937.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -436958.968750 Penalty: 809.464905
	Iteration 81Q: 3 clusters Score -436959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -436988.281250 Penalty: 809.464905
	Iteration 82Q: 3 clusters Score -436988.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -437017.875000 Penalty: 809.464905
	Iteration 83Q: 3 clusters Score -437017.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -437050.750000 Penalty: 809.464905
	Iteration 84Q: 3 clusters Score -437050.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -437081.125000 Penalty: 809.464905
	Iteration 85Q: 3 clusters Score -437081.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -437110.218750 Penalty: 809.464905
	Iteration 86Q: 3 clusters Score -437110.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -437134.843750 Penalty: 809.464905
	Iteration 87Q: 3 clusters Score -437134.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -437156.937500 Penalty: 809.464905
	Iteration 88Q: 3 clusters Score -437156.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -437190.312500 Penalty: 809.464905
	Iteration 89Q: 3 clusters Score -437190.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -437218.937500 Penalty: 809.464905
	Iteration 90Q: 3 clusters Score -437218.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -437246.656250 Penalty: 809.464905
	Iteration 91Q: 3 clusters Score -437246.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -437266.375000 Penalty: 809.464905
	Iteration 92Q: 3 clusters Score -437266.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -437289.625000 Penalty: 809.464905
	Iteration 93Q: 3 clusters Score -437289.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -437308.062500 Penalty: 809.464905
	Iteration 94Q: 3 clusters Score -437308.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -437328.343750 Penalty: 809.464905
	Iteration 95Q: 3 clusters Score -437328.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -437345.437500 Penalty: 809.464905
	Iteration 96Q: 3 clusters Score -437345.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -437365.250000 Penalty: 809.464905
	Iteration 97Q: 3 clusters Score -437365.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -437382.375000 Penalty: 809.464905
	Iteration 98Q: 3 clusters Score -437382.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -437396.156250 Penalty: 809.464905
	Iteration 99Q: 3 clusters Score -437396.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -437411.562500 Penalty: 809.464905
	Iteration 100F: 3 clusters Score -437411.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -437428.406250 Penalty: 809.464905
	Iteration 101Q: 3 clusters Score -437428.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -437440.906250 Penalty: 809.464905
	Iteration 102Q: 3 clusters Score -437440.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -437457.187500 Penalty: 809.464905
	Iteration 103Q: 3 clusters Score -437457.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -437470.687500 Penalty: 809.464905
	Iteration 104Q: 3 clusters Score -437470.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -437479.625000 Penalty: 809.464905
	Iteration 105Q: 3 clusters Score -437479.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -437487.625000 Penalty: 809.464905
	Iteration 106Q: 3 clusters Score -437487.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -437496.843750 Penalty: 809.464905
	Iteration 107Q: 3 clusters Score -437496.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -437505.687500 Penalty: 809.464905
	Iteration 108Q: 3 clusters Score -437505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -437512.375000 Penalty: 809.464905
	Iteration 109Q: 3 clusters Score -437512.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -437519.312500 Penalty: 809.464905
	Iteration 110Q: 3 clusters Score -437519.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -437527.406250 Penalty: 809.464905
	Iteration 111Q: 3 clusters Score -437527.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -437536.656250 Penalty: 809.464905
	Iteration 112Q: 3 clusters Score -437536.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -437546.406250 Penalty: 809.464905
	Iteration 113Q: 3 clusters Score -437546.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -437557.125000 Penalty: 809.464905
	Iteration 114Q: 3 clusters Score -437557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -437561.875000 Penalty: 809.464905
	Iteration 115Q: 3 clusters Score -437561.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -437565.531250 Penalty: 809.464905
	Iteration 116Q: 3 clusters Score -437565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -437569.375000 Penalty: 809.464905
	Iteration 117Q: 3 clusters Score -437569.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -437574.937500 Penalty: 809.464905
	Iteration 118Q: 3 clusters Score -437574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -437575.687500 Penalty: 809.464905
	Iteration 119Q: 3 clusters Score -437575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -437577.843750 Penalty: 809.464905
	Iteration 120F: 3 clusters Score -437577.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -437580.281250 Penalty: 809.464905
	Iteration 121Q: 3 clusters Score -437580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -437584.343750 Penalty: 809.464905
	Iteration 122Q: 3 clusters Score -437584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -437583.531250 Penalty: 809.464905
	Iteration 123Q: 3 clusters Score -437583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -437584.218750 Penalty: 809.464905
	Iteration 124Q: 3 clusters Score -437584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -437584.468750 Penalty: 809.464905
	Iteration 125Q: 3 clusters Score -437584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -437584.875000 Penalty: 809.464905
	Iteration 126Q: 3 clusters Score -437584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -437584.875000 Penalty: 809.464905
	Iteration 127F: 3 clusters Score -437584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -59112.367188 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -59112.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58354.359375 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -58354.36 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58587.613281 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -58587.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58622.605469 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -58622.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58645.210938 Penalty: 621.018005
	Iteration 3Q: 3 clusters Score -58645.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58658.941406 Penalty: 621.018005
	Iteration 4Q: 3 clusters Score -58658.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58674.410156 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -58674.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58691.136719 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -58691.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58710.542969 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -58710.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -58732.472656 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -58732.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -58761.226562 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -58761.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58789.718750 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -58789.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58818.253906 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -58818.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58854.890625 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -58854.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58899.816406 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -58899.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58947.113281 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -58947.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58985.808594 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -58985.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59003.632812 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -59003.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59013.417969 Penalty: 621.018005
	Iteration 17Q: 3 clusters Score -59013.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59016.683594 Penalty: 621.018005
	Iteration 18Q: 3 clusters Score -59016.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59020.550781 Penalty: 621.018005
	Iteration 19Q: 3 clusters Score -59020.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59024.210938 Penalty: 621.018005
	Iteration 20F: 3 clusters Score -59024.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59025.992188 Penalty: 621.018005
	Iteration 21Q: 3 clusters Score -59025.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59026.265625 Penalty: 621.018005
	Iteration 22Q: 3 clusters Score -59026.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59026.265625 Penalty: 621.018005
	Iteration 23F: 3 clusters Score -59026.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -568647.812500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -568647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -562836.125000 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -562836.1 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -565354.500000 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -565354.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -565686.187500 Penalty: 825.174805
	Iteration 2F: 3 clusters Score -565686.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -566023.687500 Penalty: 825.174805
	Iteration 3F: 3 clusters Score -566023.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -566411.937500 Penalty: 825.174805
	Iteration 4F: 3 clusters Score -566411.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -566876.500000 Penalty: 825.174805
	Iteration 5F: 3 clusters Score -566876.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -567274.187500 Penalty: 825.174805
	Iteration 6F: 3 clusters Score -567274.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -567519.062500 Penalty: 825.174805
	Iteration 7Q: 3 clusters Score -567519.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -567670.875000 Penalty: 825.174805
	Iteration 8Q: 3 clusters Score -567670.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -567771.437500 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -567771.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -567849.312500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -567849.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -567928.062500 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -567928.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -568001.312500 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -568001.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -568058.750000 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -568058.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -568105.250000 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -568105.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -568144.437500 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -568144.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -568175.000000 Penalty: 825.174805
	Iteration 16Q: 3 clusters Score -568175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -568200.500000 Penalty: 825.174805
	Iteration 17Q: 3 clusters Score -568200.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -568224.375000 Penalty: 825.174805
	Iteration 18Q: 3 clusters Score -568224.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -568249.250000 Penalty: 825.174805
	Iteration 19Q: 3 clusters Score -568249.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -568267.125000 Penalty: 825.174805
	Iteration 20F: 3 clusters Score -568267.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -568284.187500 Penalty: 825.174805
	Iteration 21Q: 3 clusters Score -568284.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -568300.187500 Penalty: 825.174805
	Iteration 22Q: 3 clusters Score -568300.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -568314.812500 Penalty: 825.174805
	Iteration 23Q: 3 clusters Score -568314.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -568331.875000 Penalty: 825.174805
	Iteration 24Q: 3 clusters Score -568331.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -568347.125000 Penalty: 825.174805
	Iteration 25Q: 3 clusters Score -568347.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -568355.937500 Penalty: 825.174805
	Iteration 26Q: 3 clusters Score -568355.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -568360.875000 Penalty: 825.174805
	Iteration 27Q: 3 clusters Score -568360.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -568365.812500 Penalty: 825.174805
	Iteration 28Q: 3 clusters Score -568365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -568367.250000 Penalty: 825.174805
	Iteration 29Q: 3 clusters Score -568367.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -568371.062500 Penalty: 825.174805
	Iteration 30Q: 3 clusters Score -568371.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -568372.750000 Penalty: 825.174805
	Iteration 31Q: 3 clusters Score -568372.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -568374.187500 Penalty: 825.174805
	Iteration 32Q: 3 clusters Score -568374.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -568376.375000 Penalty: 825.174805
	Iteration 33Q: 3 clusters Score -568376.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -568378.937500 Penalty: 825.174805
	Iteration 34Q: 3 clusters Score -568378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -568380.062500 Penalty: 825.174805
	Iteration 35Q: 3 clusters Score -568380.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -568381.562500 Penalty: 825.174805
	Iteration 36Q: 3 clusters Score -568381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -568382.312500 Penalty: 825.174805
	Iteration 37Q: 3 clusters Score -568382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -568384.000000 Penalty: 825.174805
	Iteration 38Q: 3 clusters Score -568384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -568383.812500 Penalty: 825.174805
	Iteration 39Q: 3 clusters Score -568383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -568383.812500 Penalty: 825.174805
	Iteration 40F: 3 clusters Score -568383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -568384.687500 Penalty: 825.174805
	Iteration 41Q: 3 clusters Score -568384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -568386.125000 Penalty: 825.174805
	Iteration 42Q: 3 clusters Score -568386.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -568387.000000 Penalty: 825.174805
	Iteration 43Q: 3 clusters Score -568387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -568387.687500 Penalty: 825.174805
	Iteration 44Q: 3 clusters Score -568387.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -568388.062500 Penalty: 825.174805
	Iteration 45Q: 3 clusters Score -568388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -568387.937500 Penalty: 825.174805
	Iteration 46Q: 3 clusters Score -568387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -568389.312500 Penalty: 825.174805
	Iteration 47Q: 3 clusters Score -568389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -568389.000000 Penalty: 825.174805
	Iteration 48Q: 3 clusters Score -568389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -568390.125000 Penalty: 825.174805
	Iteration 49Q: 3 clusters Score -568390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -568389.875000 Penalty: 825.174805
	Iteration 50Q: 3 clusters Score -568389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -568389.500000 Penalty: 825.174805
	Iteration 51Q: 3 clusters Score -568389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -568389.500000 Penalty: 825.174805
	Iteration 52F: 3 clusters Score -568389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -347437.218750 Penalty: 394.652618
	Iteration 0F: 2 clusters Score -347437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -343532.343750 Penalty: 789.305237
	Iteration 0F: 3 clusters Score -343532.3 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -345070.968750 Penalty: 789.305237
	Iteration 1F: 3 clusters Score -345071 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -345236.000000 Penalty: 789.305237
	Iteration 2F: 3 clusters Score -345236 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -345419.250000 Penalty: 789.305237
	Iteration 3F: 3 clusters Score -345419.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -345627.687500 Penalty: 789.305237
	Iteration 4F: 3 clusters Score -345627.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -345885.281250 Penalty: 789.305237
	Iteration 5F: 3 clusters Score -345885.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -346224.906250 Penalty: 789.305237
	Iteration 6F: 3 clusters Score -346224.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -346592.093750 Penalty: 789.305237
	Iteration 7F: 3 clusters Score -346592.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -346841.031250 Penalty: 789.305237
	Iteration 8Q: 3 clusters Score -346841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -346958.750000 Penalty: 789.305237
	Iteration 9Q: 3 clusters Score -346958.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -347024.312500 Penalty: 789.305237
	Iteration 10Q: 3 clusters Score -347024.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -347073.000000 Penalty: 789.305237
	Iteration 11Q: 3 clusters Score -347073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -347118.562500 Penalty: 789.305237
	Iteration 12Q: 3 clusters Score -347118.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -347152.875000 Penalty: 789.305237
	Iteration 13Q: 3 clusters Score -347152.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -347177.937500 Penalty: 789.305237
	Iteration 14Q: 3 clusters Score -347177.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -347194.593750 Penalty: 789.305237
	Iteration 15Q: 3 clusters Score -347194.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -347202.062500 Penalty: 789.305237
	Iteration 16Q: 3 clusters Score -347202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -347207.656250 Penalty: 789.305237
	Iteration 17Q: 3 clusters Score -347207.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -347213.093750 Penalty: 789.305237
	Iteration 18Q: 3 clusters Score -347213.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -347215.625000 Penalty: 789.305237
	Iteration 19Q: 3 clusters Score -347215.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -347218.187500 Penalty: 789.305237
	Iteration 20F: 3 clusters Score -347218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -347219.218750 Penalty: 789.305237
	Iteration 21Q: 3 clusters Score -347219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -347219.250000 Penalty: 789.305237
	Iteration 22Q: 3 clusters Score -347219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -347220.000000 Penalty: 789.305237
	Iteration 23Q: 3 clusters Score -347220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -347220.906250 Penalty: 789.305237
	Iteration 24Q: 3 clusters Score -347220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -347220.843750 Penalty: 789.305237
	Iteration 25Q: 3 clusters Score -347220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -347221.312500 Penalty: 789.305237
	Iteration 26Q: 3 clusters Score -347221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -347221.312500 Penalty: 789.305237
	Iteration 27F: 3 clusters Score -347221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Entering Unmasked Estep 
Score: -5806399.000000 Penalty: 520.710022
	Iteration 0F: 2 clusters Score -5806399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -5753298.000000 Penalty: 1041.420044
	Iteration 0F: 3 clusters Score -5753298 nChanged 45343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -5783311.500000 Penalty: 1041.420044
	Iteration 1F: 3 clusters Score -5783312 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5785890.500000 Penalty: 1041.420044
	Iteration 2F: 3 clusters Score -5785890 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5789996.000000 Penalty: 1041.420044
	Iteration 3F: 3 clusters Score -5789996 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -5794862.000000 Penalty: 1041.420044
	Iteration 4F: 3 clusters Score -5794862 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5797776.000000 Penalty: 1041.420044
	Iteration 5F: 3 clusters Score -5797776 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -5798586.000000 Penalty: 1041.420044
	Iteration 6Q: 3 clusters Score -5798586 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -5798710.000000 Penalty: 1041.420044
	Iteration 7Q: 3 clusters Score -5798710 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -5798677.500000 Penalty: 1041.420044
	Iteration 8Q: 3 clusters Score -5798678 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5798747.000000 Penalty: 1041.420044
	Iteration 9Q: 3 clusters Score -5798747 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -5798730.500000 Penalty: 1041.420044
	Iteration 10Q: 3 clusters Score -5798730 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -5798724.000000 Penalty: 1041.420044
	Iteration 11Q: 3 clusters Score -5798724 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -5798755.000000 Penalty: 1041.420044
	Iteration 12Q: 3 clusters Score -5798755 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -5798730.000000 Penalty: 1041.420044
	Iteration 13Q: 3 clusters Score -5798730 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -5798701.000000 Penalty: 1041.420044
	Iteration 14Q: 3 clusters Score -5798701 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -5798701.000000 Penalty: 1041.420044
	Iteration 15Q: 3 clusters Score -5798701 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -5798717.000000 Penalty: 1041.420044
	Iteration 16Q: 3 clusters Score -5798717 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -5798708.000000 Penalty: 1041.420044
	Iteration 17Q: 3 clusters Score -5798708 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -5798659.500000 Penalty: 1041.420044
	Iteration 18Q: 3 clusters Score -5798660 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -5798640.500000 Penalty: 1041.420044
	Iteration 19Q: 3 clusters Score -5798640 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -5798628.000000 Penalty: 1041.420044
	Iteration 20F: 3 clusters Score -5798628 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -5798636.000000 Penalty: 1041.420044
	Iteration 21Q: 3 clusters Score -5798636 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -5798617.500000 Penalty: 1041.420044
	Iteration 22Q: 3 clusters Score -5798618 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -5798606.500000 Penalty: 1041.420044
	Iteration 23Q: 3 clusters Score -5798606 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -5798550.000000 Penalty: 1041.420044
	Iteration 24Q: 3 clusters Score -5798550 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -5798549.000000 Penalty: 1041.420044
	Iteration 25Q: 3 clusters Score -5798549 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -5798579.000000 Penalty: 1041.420044
	Iteration 26Q: 3 clusters Score -5798579 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -5798588.000000 Penalty: 1041.420044
	Iteration 27Q: 3 clusters Score -5798588 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -5798614.500000 Penalty: 1041.420044
	Iteration 28Q: 3 clusters Score -5798614 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -5798600.500000 Penalty: 1041.420044
	Iteration 29Q: 3 clusters Score -5798600 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -5798668.000000 Penalty: 1041.420044
	Iteration 30Q: 3 clusters Score -5798668 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -5798665.500000 Penalty: 1041.420044
	Iteration 31Q: 3 clusters Score -5798666 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -5798668.000000 Penalty: 1041.420044
	Iteration 32Q: 3 clusters Score -5798668 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -5798641.500000 Penalty: 1041.420044
	Iteration 33Q: 3 clusters Score -5798642 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -5798628.000000 Penalty: 1041.420044
	Iteration 34Q: 3 clusters Score -5798628 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -5798651.500000 Penalty: 1041.420044
	Iteration 35Q: 3 clusters Score -5798652 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -5798654.500000 Penalty: 1041.420044
	Iteration 36Q: 3 clusters Score -5798654 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -5798693.000000 Penalty: 1041.420044
	Iteration 37Q: 3 clusters Score -5798693 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -5798704.000000 Penalty: 1041.420044
	Iteration 38Q: 3 clusters Score -5798704 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -5798742.500000 Penalty: 1041.420044
	Iteration 39Q: 3 clusters Score -5798742 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -5798772.000000 Penalty: 1041.420044
	Iteration 40F: 3 clusters Score -5798772 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -5798800.500000 Penalty: 1041.420044
	Iteration 41Q: 3 clusters Score -5798800 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -5798885.500000 Penalty: 1041.420044
	Iteration 42Q: 3 clusters Score -5798886 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -5798941.500000 Penalty: 1041.420044
	Iteration 43Q: 3 clusters Score -5798942 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -5798991.000000 Penalty: 1041.420044
	Iteration 44Q: 3 clusters Score -5798991 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -5799035.500000 Penalty: 1041.420044
	Iteration 45Q: 3 clusters Score -5799036 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -5799075.500000 Penalty: 1041.420044
	Iteration 46Q: 3 clusters Score -5799076 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -5799084.000000 Penalty: 1041.420044
	Iteration 47Q: 3 clusters Score -5799084 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -5799090.500000 Penalty: 1041.420044
	Iteration 48Q: 3 clusters Score -5799090 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -5799092.000000 Penalty: 1041.420044
	Iteration 49Q: 3 clusters Score -5799092 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -5799123.000000 Penalty: 1041.420044
	Iteration 50Q: 3 clusters Score -5799123 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -5799165.000000 Penalty: 1041.420044
	Iteration 51Q: 3 clusters Score -5799165 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -5799184.500000 Penalty: 1041.420044
	Iteration 52Q: 3 clusters Score -5799184 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -5799211.500000 Penalty: 1041.420044
	Iteration 53Q: 3 clusters Score -5799212 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -5799225.000000 Penalty: 1041.420044
	Iteration 54Q: 3 clusters Score -5799225 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -5799226.000000 Penalty: 1041.420044
	Iteration 55Q: 3 clusters Score -5799226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -5799266.500000 Penalty: 1041.420044
	Iteration 56Q: 3 clusters Score -5799266 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -5799268.500000 Penalty: 1041.420044
	Iteration 57Q: 3 clusters Score -5799268 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -5799304.500000 Penalty: 1041.420044
	Iteration 58Q: 3 clusters Score -5799304 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -5799280.500000 Penalty: 1041.420044
	Iteration 59Q: 3 clusters Score -5799280 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -5799293.500000 Penalty: 1041.420044
	Iteration 60F: 3 clusters Score -5799294 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -5799323.000000 Penalty: 1041.420044
	Iteration 61Q: 3 clusters Score -5799323 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -5799356.000000 Penalty: 1041.420044
	Iteration 62Q: 3 clusters Score -5799356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -5799347.500000 Penalty: 1041.420044
	Iteration 63Q: 3 clusters Score -5799348 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -5799374.500000 Penalty: 1041.420044
	Iteration 64Q: 3 clusters Score -5799374 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -5799386.500000 Penalty: 1041.420044
	Iteration 65Q: 3 clusters Score -5799386 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -5799376.500000 Penalty: 1041.420044
	Iteration 66Q: 3 clusters Score -5799376 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -5799418.500000 Penalty: 1041.420044
	Iteration 67Q: 3 clusters Score -5799418 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -5799420.500000 Penalty: 1041.420044
	Iteration 68Q: 3 clusters Score -5799420 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -5799392.500000 Penalty: 1041.420044
	Iteration 69Q: 3 clusters Score -5799392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -5799390.500000 Penalty: 1041.420044
	Iteration 70Q: 3 clusters Score -5799390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -5799397.500000 Penalty: 1041.420044
	Iteration 71Q: 3 clusters Score -5799398 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -5799405.500000 Penalty: 1041.420044
	Iteration 72Q: 3 clusters Score -5799406 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -5799415.500000 Penalty: 1041.420044
	Iteration 73Q: 3 clusters Score -5799416 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -5799407.500000 Penalty: 1041.420044
	Iteration 74Q: 3 clusters Score -5799408 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -5799362.000000 Penalty: 1041.420044
	Iteration 75Q: 3 clusters Score -5799362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -5799373.500000 Penalty: 1041.420044
	Iteration 76Q: 3 clusters Score -5799374 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -5799400.500000 Penalty: 1041.420044
	Iteration 77Q: 3 clusters Score -5799400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -5799412.000000 Penalty: 1041.420044
	Iteration 78Q: 3 clusters Score -5799412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -5799387.000000 Penalty: 1041.420044
	Iteration 79Q: 3 clusters Score -5799387 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -5799379.500000 Penalty: 1041.420044
	Iteration 80F: 3 clusters Score -5799380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -5799388.500000 Penalty: 1041.420044
	Iteration 81Q: 3 clusters Score -5799388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -5799417.500000 Penalty: 1041.420044
	Iteration 82Q: 3 clusters Score -5799418 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -5799416.000000 Penalty: 1041.420044
	Iteration 83Q: 3 clusters Score -5799416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -5799409.500000 Penalty: 1041.420044
	Iteration 84Q: 3 clusters Score -5799410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -5799417.500000 Penalty: 1041.420044
	Iteration 85Q: 3 clusters Score -5799418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -5799437.500000 Penalty: 1041.420044
	Iteration 86Q: 3 clusters Score -5799438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -5799413.000000 Penalty: 1041.420044
	Iteration 87Q: 3 clusters Score -5799413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44294 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5805079 nChanged 373
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Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5805223 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44533 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5805332 nChanged 289
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5805406 nChanged 253
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Mstep: Class 1 contains 44695 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5805474 nChanged 205
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5805520 nChanged 182
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Mstep: Class 1 contains 44796 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5805562 nChanged 156
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Mstep: Class 1 contains 44844 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5805608 nChanged 153
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Mstep: Class 1 contains 44893 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5805635 nChanged 137
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Mstep: Class 1 contains 44966 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5805654 nChanged 118
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Mstep: Class 1 contains 45042 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5805670 nChanged 101
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Mstep: Class 1 contains 45109 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5805703 nChanged 95
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Mstep: Class 1 contains 45178 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5805718 nChanged 92
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Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5805738 nChanged 89
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Mstep: Class 1 contains 45325 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5805782 nChanged 95
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Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5805801 nChanged 97
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5805808 nChanged 92
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Mstep: Class 1 contains 45533 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5805826 nChanged 72
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Mstep: Class 1 contains 45601 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45707 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45771 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5805852 nChanged 75
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Mstep: Class 1 contains 45836 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5805898 nChanged 71
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5805906 nChanged 72
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5805908 nChanged 67
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5805928 nChanged 76
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5805994 nChanged 107
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Mstep: Class 1 contains 46489 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5806024 nChanged 124
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5806058 nChanged 113
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5806078 nChanged 102
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5806067 nChanged 91
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5806064 nChanged 92
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5806070 nChanged 80
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Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5806067 nChanged 72
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Mstep: Class 1 contains 47220 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5806066 nChanged 73
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5806075 nChanged 82
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5806081 nChanged 83
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5806070 nChanged 98
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5806074 nChanged 86
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5806076 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5806101 nChanged 87
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	Iteration 229Q: 3 clusters Score -5806089 nChanged 95
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5806118 nChanged 84
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5806116 nChanged 87
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5806138 nChanged 95
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5806156 nChanged 80
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5806176 nChanged 71
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5806178 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5806176 nChanged 72
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	Iteration 237Q: 3 clusters Score -5806190 nChanged 61
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5806196 nChanged 59
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5806203 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5806220 nChanged 49
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5806229 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48741 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5806234 nChanged 51
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Mstep: Class 1 contains 48788 members 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5806222 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48833 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5806238 nChanged 42
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5806225 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48903 members 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5806230 nChanged 45
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5806230 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5806242 nChanged 46
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Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5806234 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5806232 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49179 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5806210 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49230 members 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5806204 nChanged 55
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Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5806204 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49343 members 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5806204 nChanged 52
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5806216 nChanged 59
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Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5806221 nChanged 60
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Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5806224 nChanged 65
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Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5806232 nChanged 58
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5806250 nChanged 69
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Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5806253 nChanged 75
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5806248 nChanged 67
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5806253 nChanged 65
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5806251 nChanged 68
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	Iteration 266Q: 3 clusters Score -5806249 nChanged 62
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5806272 nChanged 74
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	Iteration 268Q: 3 clusters Score -5806272 nChanged 75
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	Iteration 269Q: 3 clusters Score -5806272 nChanged 71
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5806268 nChanged 64
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5806282 nChanged 62
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5806268 nChanged 56
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5806272 nChanged 53
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	Iteration 274Q: 3 clusters Score -5806283 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5806297 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5806286 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5806294 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5806288 nChanged 72
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Mstep: Class 1 contains 50819 members 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5806286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5806288 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5806298 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5806302 nChanged 73
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Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5806290 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5806311 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5806312 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5806316 nChanged 54
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Mstep: Class 1 contains 51329 members 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5806306 nChanged 47
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Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5806302 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51418 members 
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5806321 nChanged 32
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Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5806329 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5806332 nChanged 43
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Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5806329 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5806325 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5806329 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51629 members 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5806338 nChanged 46
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Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5806336 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5806327 nChanged 44
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Mstep: Class 2 contains 41613 members 
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	Iteration 298Q: 3 clusters Score -5806344 nChanged 56
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	Iteration 299Q: 3 clusters Score -5806348 nChanged 70
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Mstep: Class 1 contains 51861 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5806354 nChanged 75
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Mstep: Class 1 contains 51930 members 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5806376 nChanged 78
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	Iteration 302Q: 3 clusters Score -5806382 nChanged 77
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Mstep: Class 1 contains 52073 members 
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	Iteration 303Q: 3 clusters Score -5806387 nChanged 70
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Mstep: Class 1 contains 52131 members 
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5806402 nChanged 73
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Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5806412 nChanged 70
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Mstep: Class 1 contains 52228 members 
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5806407 nChanged 69
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Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5806410 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5806416 nChanged 74
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Mstep: Class 1 contains 52409 members 
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Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5806416 nChanged 74
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Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5806434 nChanged 72
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Mstep: Class 1 contains 52537 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5806443 nChanged 76
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	Iteration 312Q: 3 clusters Score -5806448 nChanged 86
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	Iteration 313Q: 3 clusters Score -5806448 nChanged 70
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Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -5806451 nChanged 59
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -5806452 nChanged 54
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	Iteration 316Q: 3 clusters Score -5806448 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52880 members 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5806453 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52938 members 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -5806448 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5806450.000000 Penalty: 1041.420044
	Iteration 319Q: 3 clusters Score -5806450 nChanged 47
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Mstep: Class 1 contains 53036 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5806450 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53092 members 
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5806464 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53141 members 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5806468 nChanged 57
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5806478 nChanged 46
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	Iteration 324Q: 3 clusters Score -5806481 nChanged 44
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	Iteration 325Q: 3 clusters Score -5806486 nChanged 25
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	Iteration 326Q: 3 clusters Score -5806504 nChanged 23
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	Iteration 327Q: 3 clusters Score -5806494 nChanged 21
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	Iteration 328Q: 3 clusters Score -5806502 nChanged 30
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	Iteration 329Q: 3 clusters Score -5806513 nChanged 27
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	Iteration 330Q: 3 clusters Score -5806518 nChanged 32
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	Iteration 331Q: 3 clusters Score -5806517 nChanged 35
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	Iteration 332Q: 3 clusters Score -5806520 nChanged 49
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	Iteration 333Q: 3 clusters Score -5806528 nChanged 44
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	Iteration 334Q: 3 clusters Score -5806525 nChanged 29
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	Iteration 335Q: 3 clusters Score -5806525 nChanged 33
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	Iteration 336Q: 3 clusters Score -5806527 nChanged 34
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	Iteration 337Q: 3 clusters Score -5806524 nChanged 27
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	Iteration 338Q: 3 clusters Score -5806526 nChanged 20
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	Iteration 339Q: 3 clusters Score -5806522 nChanged 17
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	Iteration 340F: 3 clusters Score -5806522 nChanged 20
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	Iteration 341Q: 3 clusters Score -5806530 nChanged 21
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	Iteration 342Q: 3 clusters Score -5806532 nChanged 17
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	Iteration 343Q: 3 clusters Score -5806535 nChanged 16
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	Iteration 344Q: 3 clusters Score -5806539 nChanged 23
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	Iteration 345Q: 3 clusters Score -5806553 nChanged 21
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	Iteration 346Q: 3 clusters Score -5806546 nChanged 8
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	Iteration 347Q: 3 clusters Score -5806546 nChanged 9
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	Iteration 348Q: 3 clusters Score -5806543 nChanged 8
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	Iteration 349Q: 3 clusters Score -5806542 nChanged 8
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	Iteration 350Q: 3 clusters Score -5806540 nChanged 8
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	Iteration 351Q: 3 clusters Score -5806546 nChanged 6
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	Iteration 352Q: 3 clusters Score -5806547 nChanged 12
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	Iteration 353Q: 3 clusters Score -5806546 nChanged 16
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	Iteration 354Q: 3 clusters Score -5806543 nChanged 19
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	Iteration 355Q: 3 clusters Score -5806538 nChanged 18
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	Iteration 356Q: 3 clusters Score -5806538 nChanged 21
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	Iteration 357Q: 3 clusters Score -5806542 nChanged 20
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	Iteration 358Q: 3 clusters Score -5806531 nChanged 19
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	Iteration 359Q: 3 clusters Score -5806526 nChanged 20
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	Iteration 360F: 3 clusters Score -5806520 nChanged 21
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	Iteration 361Q: 3 clusters Score -5806526 nChanged 22
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	Iteration 362Q: 3 clusters Score -5806525 nChanged 19
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	Iteration 363Q: 3 clusters Score -5806530 nChanged 16
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	Iteration 364Q: 3 clusters Score -5806532 nChanged 15
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	Iteration 365Q: 3 clusters Score -5806538 nChanged 31
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	Iteration 366Q: 3 clusters Score -5806537 nChanged 27
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	Iteration 367Q: 3 clusters Score -5806532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5806525.500000 Penalty: 1041.420044
	Iteration 368Q: 3 clusters Score -5806526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5806536.000000 Penalty: 1041.420044
	Iteration 369Q: 3 clusters Score -5806536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5806537.500000 Penalty: 1041.420044
	Iteration 370Q: 3 clusters Score -5806538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5806539.500000 Penalty: 1041.420044
	Iteration 371Q: 3 clusters Score -5806540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5806548.500000 Penalty: 1041.420044
	Iteration 372Q: 3 clusters Score -5806548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5806545.000000 Penalty: 1041.420044
	Iteration 373Q: 3 clusters Score -5806545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -5806535.000000 Penalty: 1041.420044
	Iteration 374Q: 3 clusters Score -5806535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5806545.000000 Penalty: 1041.420044
	Iteration 375Q: 3 clusters Score -5806545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5806551.000000 Penalty: 1041.420044
	Iteration 376Q: 3 clusters Score -5806551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5806544.500000 Penalty: 1041.420044
	Iteration 377Q: 3 clusters Score -5806544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5806547.500000 Penalty: 1041.420044
	Iteration 378Q: 3 clusters Score -5806548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5806548.500000 Penalty: 1041.420044
	Iteration 379Q: 3 clusters Score -5806548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5806548.500000 Penalty: 1041.420044
	Iteration 380F: 3 clusters Score -5806548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 79889 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77734 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78567 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64501 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44619 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 54167 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28902 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 39189 members 
Entering Unmasked Estep 
Score: -42233588.000000 Penalty: 20813.578125
Splitting cluster 26 changes total score from -42233976.000000 to -42233588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (44881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Entering Unmasked Estep 
Score: -2923444.250000 Penalty: 487.385529
	Iteration 0F: 2 clusters Score -2923444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2894543.000000 Penalty: 974.771057
	Iteration 0F: 3 clusters Score -2894543 nChanged 21833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -2908580.500000 Penalty: 974.771057
	Iteration 1F: 3 clusters Score -2908580 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -2910614.000000 Penalty: 974.771057
	Iteration 2F: 3 clusters Score -2910614 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -2913903.750000 Penalty: 974.771057
	Iteration 3F: 3 clusters Score -2913904 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -2918058.500000 Penalty: 974.771057
	Iteration 4F: 3 clusters Score -2918058 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -2921503.750000 Penalty: 974.771057
	Iteration 5F: 3 clusters Score -2921504 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -2922716.000000 Penalty: 974.771057
	Iteration 6Q: 3 clusters Score -2922716 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -2922962.250000 Penalty: 974.771057
	Iteration 7Q: 3 clusters Score -2922962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -2923027.750000 Penalty: 974.771057
	Iteration 8Q: 3 clusters Score -2923028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -2923067.500000 Penalty: 974.771057
	Iteration 9Q: 3 clusters Score -2923068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -2923090.000000 Penalty: 974.771057
	Iteration 10Q: 3 clusters Score -2923090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -2923098.250000 Penalty: 974.771057
	Iteration 11Q: 3 clusters Score -2923098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -2923102.250000 Penalty: 974.771057
	Iteration 12Q: 3 clusters Score -2923102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -2923108.000000 Penalty: 974.771057
	Iteration 13Q: 3 clusters Score -2923108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -2923111.000000 Penalty: 974.771057
	Iteration 14Q: 3 clusters Score -2923111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -2923116.500000 Penalty: 974.771057
	Iteration 15Q: 3 clusters Score -2923116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -2923113.250000 Penalty: 974.771057
	Iteration 16Q: 3 clusters Score -2923113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -2923115.750000 Penalty: 974.771057
	Iteration 17Q: 3 clusters Score -2923116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -2923116.000000 Penalty: 974.771057
	Iteration 18Q: 3 clusters Score -2923116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -2923116.000000 Penalty: 974.771057
	Iteration 19F: 3 clusters Score -2923116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -41263.875000 Penalty: 299.165955
	Iteration 0F: 2 clusters Score -41263.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40641.726562 Penalty: 598.331909
	Iteration 0F: 3 clusters Score -40641.73 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40822.312500 Penalty: 598.331909
	Iteration 1F: 3 clusters Score -40822.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40913.449219 Penalty: 598.331909
	Iteration 2F: 3 clusters Score -40913.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40993.890625 Penalty: 598.331909
	Iteration 3F: 3 clusters Score -40993.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41037.410156 Penalty: 598.331909
	Iteration 4F: 3 clusters Score -41037.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41058.773438 Penalty: 598.331909
	Iteration 5Q: 3 clusters Score -41058.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41072.496094 Penalty: 598.331909
	Iteration 6Q: 3 clusters Score -41072.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41082.105469 Penalty: 598.331909
	Iteration 7Q: 3 clusters Score -41082.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41089.058594 Penalty: 598.331909
	Iteration 8Q: 3 clusters Score -41089.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41099.792969 Penalty: 598.331909
	Iteration 9Q: 3 clusters Score -41099.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41106.605469 Penalty: 598.331909
	Iteration 10Q: 3 clusters Score -41106.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41121.433594 Penalty: 598.331909
	Iteration 11Q: 3 clusters Score -41121.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41133.695312 Penalty: 598.331909
	Iteration 12Q: 3 clusters Score -41133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41139.921875 Penalty: 598.331909
	Iteration 13Q: 3 clusters Score -41139.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -41142.394531 Penalty: 598.331909
	Iteration 14Q: 3 clusters Score -41142.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41143.875000 Penalty: 598.331909
	Iteration 15Q: 3 clusters Score -41143.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41143.992188 Penalty: 598.331909
	Iteration 16Q: 3 clusters Score -41143.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41143.992188 Penalty: 598.331909
	Iteration 17F: 3 clusters Score -41143.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -120012.648438 Penalty: 341.923370
	Iteration 0F: 2 clusters Score -120012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -118663.164062 Penalty: 683.846741
	Iteration 0F: 3 clusters Score -118663.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -119090.898438 Penalty: 683.846741
	Iteration 1F: 3 clusters Score -119090.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -119150.445312 Penalty: 683.846741
	Iteration 2F: 3 clusters Score -119150.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -119191.218750 Penalty: 683.846741
	Iteration 3F: 3 clusters Score -119191.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -119231.445312 Penalty: 683.846741
	Iteration 4Q: 3 clusters Score -119231.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -119268.984375 Penalty: 683.846741
	Iteration 5Q: 3 clusters Score -119269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -119296.164062 Penalty: 683.846741
	Iteration 6Q: 3 clusters Score -119296.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -119328.984375 Penalty: 683.846741
	Iteration 7Q: 3 clusters Score -119329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -119362.648438 Penalty: 683.846741
	Iteration 8Q: 3 clusters Score -119362.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -119417.109375 Penalty: 683.846741
	Iteration 9Q: 3 clusters Score -119417.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -119468.390625 Penalty: 683.846741
	Iteration 10Q: 3 clusters Score -119468.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -119530.789062 Penalty: 683.846741
	Iteration 11Q: 3 clusters Score -119530.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -119593.734375 Penalty: 683.846741
	Iteration 12Q: 3 clusters Score -119593.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -119638.921875 Penalty: 683.846741
	Iteration 13Q: 3 clusters Score -119638.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -119664.406250 Penalty: 683.846741
	Iteration 14Q: 3 clusters Score -119664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -119675.945312 Penalty: 683.846741
	Iteration 15Q: 3 clusters Score -119675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119683.648438 Penalty: 683.846741
	Iteration 16Q: 3 clusters Score -119683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -119696.250000 Penalty: 683.846741
	Iteration 17Q: 3 clusters Score -119696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -119703.085938 Penalty: 683.846741
	Iteration 18Q: 3 clusters Score -119703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -119706.585938 Penalty: 683.846741
	Iteration 19Q: 3 clusters Score -119706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -119709.234375 Penalty: 683.846741
	Iteration 20F: 3 clusters Score -119709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -119716.468750 Penalty: 683.846741
	Iteration 21Q: 3 clusters Score -119716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -119724.664062 Penalty: 683.846741
	Iteration 22Q: 3 clusters Score -119724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -119732.617188 Penalty: 683.846741
	Iteration 23Q: 3 clusters Score -119732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -119733.578125 Penalty: 683.846741
	Iteration 24Q: 3 clusters Score -119733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -119734.718750 Penalty: 683.846741
	Iteration 25Q: 3 clusters Score -119734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -119734.718750 Penalty: 683.846741
	Iteration 26F: 3 clusters Score -119734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88763.476562 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88763.48 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -89079.070312 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89079.07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -89148.570312 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89148.57 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89225.914062 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89225.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -89294.414062 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -89294.41 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89356.921875 Penalty: 658.964355
	Iteration 5F: 3 clusters Score -89356.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89401.031250 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -89401.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89426.242188 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -89426.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89442.875000 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89442.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89464.570312 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89464.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89483.890625 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89483.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89501.593750 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89501.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89517.382812 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89517.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89531.570312 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89531.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89545.437500 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89545.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89555.132812 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -89555.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89568.210938 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -89568.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89577.625000 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -89577.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89584.718750 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -89584.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -89590.570312 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -89590.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89593.312500 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -89593.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89596.007812 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -89596.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89598.109375 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -89598.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89600.000000 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -89600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -89602.085938 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -89602.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -89602.640625 Penalty: 658.964355
	Iteration 25Q: 3 clusters Score -89602.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89602.804688 Penalty: 658.964355
	Iteration 26Q: 3 clusters Score -89602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89602.804688 Penalty: 658.964355
	Iteration 27F: 3 clusters Score -89602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1885033.250000 Penalty: 467.360840
	Iteration 0F: 2 clusters Score -1885033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1865824.875000 Penalty: 934.721680
	Iteration 0F: 3 clusters Score -1865825 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1874204.000000 Penalty: 934.721680
	Iteration 1F: 3 clusters Score -1874204 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1874810.375000 Penalty: 934.721680
	Iteration 2Q: 3 clusters Score -1874810 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1875783.000000 Penalty: 934.721680
	Iteration 3F: 3 clusters Score -1875783 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1877382.000000 Penalty: 934.721680
	Iteration 4F: 3 clusters Score -1877382 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -1879378.750000 Penalty: 934.721680
	Iteration 5F: 3 clusters Score -1879379 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -1881394.875000 Penalty: 934.721680
	Iteration 6F: 3 clusters Score -1881395 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -1882830.125000 Penalty: 934.721680
	Iteration 7F: 3 clusters Score -1882830 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -1883690.500000 Penalty: 934.721680
	Iteration 8Q: 3 clusters Score -1883690 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -1884212.375000 Penalty: 934.721680
	Iteration 9Q: 3 clusters Score -1884212 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -1884465.875000 Penalty: 934.721680
	Iteration 10Q: 3 clusters Score -1884466 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -1884602.250000 Penalty: 934.721680
	Iteration 11Q: 3 clusters Score -1884602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -1884693.375000 Penalty: 934.721680
	Iteration 12Q: 3 clusters Score -1884693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -1884738.625000 Penalty: 934.721680
	Iteration 13Q: 3 clusters Score -1884739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -1884749.500000 Penalty: 934.721680
	Iteration 14Q: 3 clusters Score -1884750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1884763.000000 Penalty: 934.721680
	Iteration 15Q: 3 clusters Score -1884763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -1884767.375000 Penalty: 934.721680
	Iteration 16Q: 3 clusters Score -1884767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -1884772.000000 Penalty: 934.721680
	Iteration 17Q: 3 clusters Score -1884772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -1884773.125000 Penalty: 934.721680
	Iteration 18Q: 3 clusters Score -1884773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -1884774.750000 Penalty: 934.721680
	Iteration 19Q: 3 clusters Score -1884775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -1884777.000000 Penalty: 934.721680
	Iteration 20F: 3 clusters Score -1884777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -1884778.250000 Penalty: 934.721680
	Iteration 21Q: 3 clusters Score -1884778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -1884781.000000 Penalty: 934.721680
	Iteration 22Q: 3 clusters Score -1884781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -1884782.750000 Penalty: 934.721680
	Iteration 23Q: 3 clusters Score -1884783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -1884786.750000 Penalty: 934.721680
	Iteration 24Q: 3 clusters Score -1884787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -1884788.250000 Penalty: 934.721680
	Iteration 25Q: 3 clusters Score -1884788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -1884788.000000 Penalty: 934.721680
	Iteration 26Q: 3 clusters Score -1884788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -1884788.000000 Penalty: 934.721680
	Iteration 27Q: 3 clusters Score -1884788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -1884788.000000 Penalty: 934.721680
	Iteration 28F: 3 clusters Score -1884788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -251868.765625 Penalty: 376.192291
	Iteration 0F: 2 clusters Score -251868.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -249207.796875 Penalty: 752.384583
	Iteration 0F: 3 clusters Score -249207.8 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -250168.718750 Penalty: 752.384583
	Iteration 1F: 3 clusters Score -250168.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -250298.000000 Penalty: 752.384583
	Iteration 2F: 3 clusters Score -250298 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -250418.359375 Penalty: 752.384583
	Iteration 3F: 3 clusters Score -250418.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -250525.625000 Penalty: 752.384583
	Iteration 4F: 3 clusters Score -250525.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -250611.937500 Penalty: 752.384583
	Iteration 5Q: 3 clusters Score -250611.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -250697.203125 Penalty: 752.384583
	Iteration 6Q: 3 clusters Score -250697.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -250809.046875 Penalty: 752.384583
	Iteration 7Q: 3 clusters Score -250809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -250939.468750 Penalty: 752.384583
	Iteration 8Q: 3 clusters Score -250939.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -251024.437500 Penalty: 752.384583
	Iteration 9Q: 3 clusters Score -251024.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -251060.718750 Penalty: 752.384583
	Iteration 10Q: 3 clusters Score -251060.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -251082.437500 Penalty: 752.384583
	Iteration 11Q: 3 clusters Score -251082.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -251103.890625 Penalty: 752.384583
	Iteration 12Q: 3 clusters Score -251103.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -251124.875000 Penalty: 752.384583
	Iteration 13Q: 3 clusters Score -251124.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -251144.468750 Penalty: 752.384583
	Iteration 14Q: 3 clusters Score -251144.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -251173.125000 Penalty: 752.384583
	Iteration 15Q: 3 clusters Score -251173.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251203.250000 Penalty: 752.384583
	Iteration 16Q: 3 clusters Score -251203.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251231.421875 Penalty: 752.384583
	Iteration 17Q: 3 clusters Score -251231.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -251260.203125 Penalty: 752.384583
	Iteration 18Q: 3 clusters Score -251260.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -251292.671875 Penalty: 752.384583
	Iteration 19Q: 3 clusters Score -251292.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -251322.218750 Penalty: 752.384583
	Iteration 20F: 3 clusters Score -251322.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -251347.125000 Penalty: 752.384583
	Iteration 21Q: 3 clusters Score -251347.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -251372.859375 Penalty: 752.384583
	Iteration 22Q: 3 clusters Score -251372.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -251394.265625 Penalty: 752.384583
	Iteration 23Q: 3 clusters Score -251394.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -251411.625000 Penalty: 752.384583
	Iteration 24Q: 3 clusters Score -251411.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251425.171875 Penalty: 752.384583
	Iteration 25Q: 3 clusters Score -251425.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -251437.890625 Penalty: 752.384583
	Iteration 26Q: 3 clusters Score -251437.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -251447.750000 Penalty: 752.384583
	Iteration 27Q: 3 clusters Score -251447.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -251454.531250 Penalty: 752.384583
	Iteration 28Q: 3 clusters Score -251454.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -251459.062500 Penalty: 752.384583
	Iteration 29Q: 3 clusters Score -251459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -251463.046875 Penalty: 752.384583
	Iteration 30Q: 3 clusters Score -251463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -251464.468750 Penalty: 752.384583
	Iteration 31Q: 3 clusters Score -251464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -251466.046875 Penalty: 752.384583
	Iteration 32Q: 3 clusters Score -251466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -251467.218750 Penalty: 752.384583
	Iteration 33Q: 3 clusters Score -251467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -251468.453125 Penalty: 752.384583
	Iteration 34Q: 3 clusters Score -251468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -251469.921875 Penalty: 752.384583
	Iteration 35Q: 3 clusters Score -251469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -251470.531250 Penalty: 752.384583
	Iteration 36Q: 3 clusters Score -251470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -251470.531250 Penalty: 752.384583
	Iteration 37Q: 3 clusters Score -251470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -251471.109375 Penalty: 752.384583
	Iteration 38Q: 3 clusters Score -251471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -251471.687500 Penalty: 752.384583
	Iteration 39Q: 3 clusters Score -251471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -251472.875000 Penalty: 752.384583
	Iteration 40F: 3 clusters Score -251472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -251473.437500 Penalty: 752.384583
	Iteration 41Q: 3 clusters Score -251473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -251475.046875 Penalty: 752.384583
	Iteration 42Q: 3 clusters Score -251475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -251477.453125 Penalty: 752.384583
	Iteration 43Q: 3 clusters Score -251477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -251479.078125 Penalty: 752.384583
	Iteration 44Q: 3 clusters Score -251479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -251481.156250 Penalty: 752.384583
	Iteration 45Q: 3 clusters Score -251481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -251482.531250 Penalty: 752.384583
	Iteration 46Q: 3 clusters Score -251482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -251488.203125 Penalty: 752.384583
	Iteration 47Q: 3 clusters Score -251488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -251493.718750 Penalty: 752.384583
	Iteration 48Q: 3 clusters Score -251493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -251497.640625 Penalty: 752.384583
	Iteration 49Q: 3 clusters Score -251497.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -251500.515625 Penalty: 752.384583
	Iteration 50Q: 3 clusters Score -251500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -251500.843750 Penalty: 752.384583
	Iteration 51Q: 3 clusters Score -251500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -251500.828125 Penalty: 752.384583
	Iteration 52Q: 3 clusters Score -251500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -251502.109375 Penalty: 752.384583
	Iteration 53Q: 3 clusters Score -251502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -251503.234375 Penalty: 752.384583
	Iteration 54Q: 3 clusters Score -251503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -251505.828125 Penalty: 752.384583
	Iteration 55Q: 3 clusters Score -251505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -251507.109375 Penalty: 752.384583
	Iteration 56Q: 3 clusters Score -251507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -251508.593750 Penalty: 752.384583
	Iteration 57Q: 3 clusters Score -251508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -251509.328125 Penalty: 752.384583
	Iteration 58Q: 3 clusters Score -251509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -251509.578125 Penalty: 752.384583
	Iteration 59Q: 3 clusters Score -251509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -251509.640625 Penalty: 752.384583
	Iteration 60F: 3 clusters Score -251509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -251509.718750 Penalty: 752.384583
	Iteration 61Q: 3 clusters Score -251509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -251509.890625 Penalty: 752.384583
	Iteration 62Q: 3 clusters Score -251509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -251510.203125 Penalty: 752.384583
	Iteration 63Q: 3 clusters Score -251510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -251510.203125 Penalty: 752.384583
	Iteration 64F: 3 clusters Score -251510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Entering Unmasked Estep 
Score: -801981.312500 Penalty: 432.138397
	Iteration 0F: 2 clusters Score -801981.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -793097.687500 Penalty: 864.276794
	Iteration 0F: 3 clusters Score -793097.7 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -796597.562500 Penalty: 864.276794
	Iteration 1F: 3 clusters Score -796597.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -796882.937500 Penalty: 864.276794
	Iteration 2Q: 3 clusters Score -796882.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -797231.375000 Penalty: 864.276794
	Iteration 3F: 3 clusters Score -797231.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -797718.062500 Penalty: 864.276794
	Iteration 4F: 3 clusters Score -797718.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -798341.125000 Penalty: 864.276794
	Iteration 5F: 3 clusters Score -798341.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -798928.500000 Penalty: 864.276794
	Iteration 6F: 3 clusters Score -798928.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -799320.500000 Penalty: 864.276794
	Iteration 7F: 3 clusters Score -799320.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -799486.562500 Penalty: 864.276794
	Iteration 8Q: 3 clusters Score -799486.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -799545.000000 Penalty: 864.276794
	Iteration 9Q: 3 clusters Score -799545 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -799574.187500 Penalty: 864.276794
	Iteration 10Q: 3 clusters Score -799574.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -799610.375000 Penalty: 864.276794
	Iteration 11Q: 3 clusters Score -799610.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -799641.687500 Penalty: 864.276794
	Iteration 12Q: 3 clusters Score -799641.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -799683.125000 Penalty: 864.276794
	Iteration 13Q: 3 clusters Score -799683.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -799725.500000 Penalty: 864.276794
	Iteration 14Q: 3 clusters Score -799725.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -799765.437500 Penalty: 864.276794
	Iteration 15Q: 3 clusters Score -799765.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -799810.937500 Penalty: 864.276794
	Iteration 16Q: 3 clusters Score -799810.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -799849.937500 Penalty: 864.276794
	Iteration 17Q: 3 clusters Score -799849.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -799875.750000 Penalty: 864.276794
	Iteration 18Q: 3 clusters Score -799875.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -799896.187500 Penalty: 864.276794
	Iteration 19Q: 3 clusters Score -799896.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -799915.250000 Penalty: 864.276794
	Iteration 20F: 3 clusters Score -799915.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -799932.312500 Penalty: 864.276794
	Iteration 21Q: 3 clusters Score -799932.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -799952.312500 Penalty: 864.276794
	Iteration 22Q: 3 clusters Score -799952.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -799968.312500 Penalty: 864.276794
	Iteration 23Q: 3 clusters Score -799968.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -799982.812500 Penalty: 864.276794
	Iteration 24Q: 3 clusters Score -799982.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -800003.125000 Penalty: 864.276794
	Iteration 25Q: 3 clusters Score -800003.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -800016.562500 Penalty: 864.276794
	Iteration 26Q: 3 clusters Score -800016.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -800033.812500 Penalty: 864.276794
	Iteration 27Q: 3 clusters Score -800033.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -800051.312500 Penalty: 864.276794
	Iteration 28Q: 3 clusters Score -800051.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -800067.375000 Penalty: 864.276794
	Iteration 29Q: 3 clusters Score -800067.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -800092.937500 Penalty: 864.276794
	Iteration 30Q: 3 clusters Score -800092.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -800118.812500 Penalty: 864.276794
	Iteration 31Q: 3 clusters Score -800118.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -800135.625000 Penalty: 864.276794
	Iteration 32Q: 3 clusters Score -800135.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -800148.812500 Penalty: 864.276794
	Iteration 33Q: 3 clusters Score -800148.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -800167.312500 Penalty: 864.276794
	Iteration 34Q: 3 clusters Score -800167.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -800182.687500 Penalty: 864.276794
	Iteration 35Q: 3 clusters Score -800182.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -800203.562500 Penalty: 864.276794
	Iteration 36Q: 3 clusters Score -800203.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -800226.625000 Penalty: 864.276794
	Iteration 37Q: 3 clusters Score -800226.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -800246.812500 Penalty: 864.276794
	Iteration 38Q: 3 clusters Score -800246.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -800261.937500 Penalty: 864.276794
	Iteration 39Q: 3 clusters Score -800261.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -800284.000000 Penalty: 864.276794
	Iteration 40F: 3 clusters Score -800284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -800312.187500 Penalty: 864.276794
	Iteration 41Q: 3 clusters Score -800312.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -800336.375000 Penalty: 864.276794
	Iteration 42Q: 3 clusters Score -800336.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -800364.437500 Penalty: 864.276794
	Iteration 43Q: 3 clusters Score -800364.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -800390.437500 Penalty: 864.276794
	Iteration 44Q: 3 clusters Score -800390.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -800422.500000 Penalty: 864.276794
	Iteration 45Q: 3 clusters Score -800422.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -800451.500000 Penalty: 864.276794
	Iteration 46Q: 3 clusters Score -800451.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -800487.187500 Penalty: 864.276794
	Iteration 47Q: 3 clusters Score -800487.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -800520.250000 Penalty: 864.276794
	Iteration 48Q: 3 clusters Score -800520.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -800553.250000 Penalty: 864.276794
	Iteration 49Q: 3 clusters Score -800553.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -800588.562500 Penalty: 864.276794
	Iteration 50Q: 3 clusters Score -800588.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -800620.000000 Penalty: 864.276794
	Iteration 51Q: 3 clusters Score -800620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -800652.812500 Penalty: 864.276794
	Iteration 52Q: 3 clusters Score -800652.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -800677.187500 Penalty: 864.276794
	Iteration 53Q: 3 clusters Score -800677.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -800699.687500 Penalty: 864.276794
	Iteration 54Q: 3 clusters Score -800699.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -800722.500000 Penalty: 864.276794
	Iteration 55Q: 3 clusters Score -800722.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -800742.812500 Penalty: 864.276794
	Iteration 56Q: 3 clusters Score -800742.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -800766.750000 Penalty: 864.276794
	Iteration 57Q: 3 clusters Score -800766.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -800793.812500 Penalty: 864.276794
	Iteration 58Q: 3 clusters Score -800793.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -800821.312500 Penalty: 864.276794
	Iteration 59Q: 3 clusters Score -800821.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -800846.625000 Penalty: 864.276794
	Iteration 60F: 3 clusters Score -800846.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -800874.375000 Penalty: 864.276794
	Iteration 61Q: 3 clusters Score -800874.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -800894.187500 Penalty: 864.276794
	Iteration 62Q: 3 clusters Score -800894.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -800918.687500 Penalty: 864.276794
	Iteration 63Q: 3 clusters Score -800918.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -800943.937500 Penalty: 864.276794
	Iteration 64Q: 3 clusters Score -800943.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -800973.375000 Penalty: 864.276794
	Iteration 65Q: 3 clusters Score -800973.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -800997.250000 Penalty: 864.276794
	Iteration 66Q: 3 clusters Score -800997.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -801024.250000 Penalty: 864.276794
	Iteration 67Q: 3 clusters Score -801024.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -801046.937500 Penalty: 864.276794
	Iteration 68Q: 3 clusters Score -801046.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -801066.687500 Penalty: 864.276794
	Iteration 69Q: 3 clusters Score -801066.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -801083.562500 Penalty: 864.276794
	Iteration 70Q: 3 clusters Score -801083.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -801100.250000 Penalty: 864.276794
	Iteration 71Q: 3 clusters Score -801100.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -801122.375000 Penalty: 864.276794
	Iteration 72Q: 3 clusters Score -801122.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -801152.125000 Penalty: 864.276794
	Iteration 73Q: 3 clusters Score -801152.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -801173.250000 Penalty: 864.276794
	Iteration 74Q: 3 clusters Score -801173.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -801197.375000 Penalty: 864.276794
	Iteration 75Q: 3 clusters Score -801197.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -801224.812500 Penalty: 864.276794
	Iteration 76Q: 3 clusters Score -801224.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -801254.687500 Penalty: 864.276794
	Iteration 77Q: 3 clusters Score -801254.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -801286.750000 Penalty: 864.276794
	Iteration 78Q: 3 clusters Score -801286.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -801314.875000 Penalty: 864.276794
	Iteration 79Q: 3 clusters Score -801314.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -801339.312500 Penalty: 864.276794
	Iteration 80F: 3 clusters Score -801339.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -801365.187500 Penalty: 864.276794
	Iteration 81Q: 3 clusters Score -801365.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -801398.500000 Penalty: 864.276794
	Iteration 82Q: 3 clusters Score -801398.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -801429.250000 Penalty: 864.276794
	Iteration 83Q: 3 clusters Score -801429.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -801464.062500 Penalty: 864.276794
	Iteration 84Q: 3 clusters Score -801464.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -801487.812500 Penalty: 864.276794
	Iteration 85Q: 3 clusters Score -801487.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -801509.437500 Penalty: 864.276794
	Iteration 86Q: 3 clusters Score -801509.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -801529.437500 Penalty: 864.276794
	Iteration 87Q: 3 clusters Score -801529.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -801543.562500 Penalty: 864.276794
	Iteration 88Q: 3 clusters Score -801543.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -801556.375000 Penalty: 864.276794
	Iteration 89Q: 3 clusters Score -801556.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -801571.937500 Penalty: 864.276794
	Iteration 90Q: 3 clusters Score -801571.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -801585.000000 Penalty: 864.276794
	Iteration 91Q: 3 clusters Score -801585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -801591.000000 Penalty: 864.276794
	Iteration 92Q: 3 clusters Score -801591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -801592.875000 Penalty: 864.276794
	Iteration 93Q: 3 clusters Score -801592.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -801596.937500 Penalty: 864.276794
	Iteration 94Q: 3 clusters Score -801596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -801600.375000 Penalty: 864.276794
	Iteration 95Q: 3 clusters Score -801600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -801602.937500 Penalty: 864.276794
	Iteration 96Q: 3 clusters Score -801602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -801604.875000 Penalty: 864.276794
	Iteration 97Q: 3 clusters Score -801604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -801605.062500 Penalty: 864.276794
	Iteration 98Q: 3 clusters Score -801605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -801606.500000 Penalty: 864.276794
	Iteration 99Q: 3 clusters Score -801606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -801607.187500 Penalty: 864.276794
	Iteration 100F: 3 clusters Score -801607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -801608.937500 Penalty: 864.276794
	Iteration 101Q: 3 clusters Score -801608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -801610.375000 Penalty: 864.276794
	Iteration 102Q: 3 clusters Score -801610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -801611.625000 Penalty: 864.276794
	Iteration 103Q: 3 clusters Score -801611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -801611.625000 Penalty: 864.276794
	Iteration 104Q: 3 clusters Score -801611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -801611.625000 Penalty: 864.276794
	Iteration 105F: 3 clusters Score -801611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 79889 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77734 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78567 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64501 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44619 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93356 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28902 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233960.000000 Penalty: 20201.414062
Iteration 399Q: 34 clusters Score -4.223396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 79891 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77733 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78570 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 64502 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44623 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93359 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28903 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233976.000000 Penalty: 20201.414062
Iteration 400F: 34 clusters Score -4.223398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 79887 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77738 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 78575 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 64502 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44623 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28904 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234004.000000 Penalty: 20201.414062
Iteration 401Q: 34 clusters Score -4.2234e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 79881 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77743 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 78577 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 64507 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7296 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93366 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28904 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234020.000000 Penalty: 20201.414062
Iteration 402Q: 34 clusters Score -4.223402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 79877 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10088 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77748 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 78579 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64512 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44627 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93367 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28904 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 403Q: 34 clusters Score -4.223404e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 79879 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77748 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78580 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64517 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44627 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28905 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234048.000000 Penalty: 20201.414062
Iteration 404Q: 34 clusters Score -4.223405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 79880 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77752 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78585 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 64513 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44626 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28905 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234096.000000 Penalty: 20201.414062
Iteration 405Q: 34 clusters Score -4.22341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 79881 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10092 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77758 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78589 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 64513 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7285 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28905 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234080.000000 Penalty: 20201.414062
Iteration 406Q: 34 clusters Score -4.223408e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 79881 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10092 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77766 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78590 members 
Mstep: Class 15 contains 30270 members 
Mstep: Class 16 contains 64516 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7282 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93365 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28906 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234068.000000 Penalty: 20201.414062
Iteration 407Q: 34 clusters Score -4.223407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 79879 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77765 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78600 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64516 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28907 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 408Q: 34 clusters Score -4.223406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 79878 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77765 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78602 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64517 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7284 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93359 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28909 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234020.000000 Penalty: 20201.414062
Iteration 409Q: 34 clusters Score -4.223402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 79874 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77766 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64521 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7284 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 93358 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1836 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28909 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234012.000000 Penalty: 20201.414062
Iteration 410Q: 34 clusters Score -4.223401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 79870 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77769 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64522 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44626 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7282 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93360 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1836 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234040.000000 Penalty: 20201.414062
Iteration 411Q: 34 clusters Score -4.223404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77772 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78613 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64525 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7282 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1836 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234012.000000 Penalty: 20201.414062
Iteration 412Q: 34 clusters Score -4.223401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 79861 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77779 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78613 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64528 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93364 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234052.000000 Penalty: 20201.414062
Iteration 413Q: 34 clusters Score -4.223405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 79862 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77780 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64530 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234064.000000 Penalty: 20201.414062
Iteration 414Q: 34 clusters Score -4.223406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 79862 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77783 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78617 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64533 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234056.000000 Penalty: 20201.414062
Iteration 415Q: 34 clusters Score -4.223406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77791 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64532 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7278 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93360 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234060.000000 Penalty: 20201.414062
Iteration 416Q: 34 clusters Score -4.223406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77799 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78617 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64532 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93361 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234016.000000 Penalty: 20201.414062
Iteration 417Q: 34 clusters Score -4.223402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 79862 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10069 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77809 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78616 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64537 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93363 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234036.000000 Penalty: 20201.414062
Iteration 418Q: 34 clusters Score -4.223404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77816 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78613 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64541 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93365 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233996.000000 Penalty: 20201.414062
Iteration 419Q: 34 clusters Score -4.2234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79866 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77824 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64540 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93367 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234020.000000 Penalty: 20201.414062
Iteration 420F: 34 clusters Score -4.223402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79867 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77828 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78603 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64544 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7274 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233972.000000 Penalty: 20201.414062
Iteration 421Q: 34 clusters Score -4.223397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79868 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77824 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44063 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64544 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7273 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234000.000000 Penalty: 20201.414062
Iteration 422Q: 34 clusters Score -4.2234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79869 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77823 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64543 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233988.000000 Penalty: 20201.414062
Iteration 423Q: 34 clusters Score -4.223399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79868 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77824 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64542 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7270 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233996.000000 Penalty: 20201.414062
Iteration 424Q: 34 clusters Score -4.2234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 79866 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77825 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64544 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7268 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233976.000000 Penalty: 20201.414062
Iteration 425Q: 34 clusters Score -4.223398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 79867 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77827 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78606 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64544 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234008.000000 Penalty: 20201.414062
Iteration 426Q: 34 clusters Score -4.223401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77831 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78605 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64547 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7264 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234004.000000 Penalty: 20201.414062
Iteration 427Q: 34 clusters Score -4.2234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 79863 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77832 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78604 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64550 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233992.000000 Penalty: 20201.414062
Iteration 428Q: 34 clusters Score -4.223399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 79863 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77834 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78603 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64553 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93372 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233984.000000 Penalty: 20201.414062
Iteration 429Q: 34 clusters Score -4.223398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77834 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78606 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64554 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 93372 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233948.000000 Penalty: 20201.414062
Iteration 430Q: 34 clusters Score -4.223395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77837 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64553 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233960.000000 Penalty: 20201.414062
Iteration 431Q: 34 clusters Score -4.223396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10059 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77836 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64554 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233988.000000 Penalty: 20201.414062
Iteration 432Q: 34 clusters Score -4.223399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77836 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64556 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28910 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234016.000000 Penalty: 20201.414062
Iteration 433Q: 34 clusters Score -4.223402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79864 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10059 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77836 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64553 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7257 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93370 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233972.000000 Penalty: 20201.414062
Iteration 434Q: 34 clusters Score -4.223397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77837 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64553 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7256 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42234000.000000 Penalty: 20201.414062
Iteration 435Q: 34 clusters Score -4.2234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77835 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64558 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7253 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93369 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28912 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233968.000000 Penalty: 20201.414062
Iteration 436Q: 34 clusters Score -4.223397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79869 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77834 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78613 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64560 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28914 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233952.000000 Penalty: 20201.414062
Iteration 437Q: 34 clusters Score -4.223395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79873 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77837 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78612 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64556 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93371 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28914 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233992.000000 Penalty: 20201.414062
Iteration 438Q: 34 clusters Score -4.223399e+07 nChanged 21
Entering ConstructFrom: 
Score: -42233992.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -697324.000000 Penalty: 424.153748
	Iteration 0F: 2 clusters Score -697324 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 5588 members 
Entering Unmasked Estep 
Score: -689820.437500 Penalty: 848.307495
	Iteration 0F: 3 clusters Score -689820.4 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -692723.625000 Penalty: 848.307495
	Iteration 1F: 3 clusters Score -692723.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -692913.000000 Penalty: 848.307495
	Iteration 2Q: 3 clusters Score -692913 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -693129.937500 Penalty: 848.307495
	Iteration 3Q: 3 clusters Score -693129.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -693435.375000 Penalty: 848.307495
	Iteration 4F: 3 clusters Score -693435.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -693951.437500 Penalty: 848.307495
	Iteration 5F: 3 clusters Score -693951.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -694678.500000 Penalty: 848.307495
	Iteration 6F: 3 clusters Score -694678.5 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -695526.312500 Penalty: 848.307495
	Iteration 7F: 3 clusters Score -695526.3 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -696211.812500 Penalty: 848.307495
	Iteration 8F: 3 clusters Score -696211.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -696640.062500 Penalty: 848.307495
	Iteration 9Q: 3 clusters Score -696640.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -696871.750000 Penalty: 848.307495
	Iteration 10Q: 3 clusters Score -696871.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -696976.687500 Penalty: 848.307495
	Iteration 11Q: 3 clusters Score -696976.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -697024.625000 Penalty: 848.307495
	Iteration 12Q: 3 clusters Score -697024.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -697040.562500 Penalty: 848.307495
	Iteration 13Q: 3 clusters Score -697040.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -697053.937500 Penalty: 848.307495
	Iteration 14Q: 3 clusters Score -697053.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -697063.062500 Penalty: 848.307495
	Iteration 15Q: 3 clusters Score -697063.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -697066.812500 Penalty: 848.307495
	Iteration 16Q: 3 clusters Score -697066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -697069.562500 Penalty: 848.307495
	Iteration 17Q: 3 clusters Score -697069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -697071.187500 Penalty: 848.307495
	Iteration 18Q: 3 clusters Score -697071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -697072.250000 Penalty: 848.307495
	Iteration 19Q: 3 clusters Score -697072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -697072.687500 Penalty: 848.307495
	Iteration 20F: 3 clusters Score -697072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -697072.062500 Penalty: 848.307495
	Iteration 21Q: 3 clusters Score -697072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -697072.062500 Penalty: 848.307495
	Iteration 22F: 3 clusters Score -697072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Entering Unmasked Estep 
Score: -5041833.000000 Penalty: 513.615051
	Iteration 0F: 2 clusters Score -5041833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -4988905.000000 Penalty: 1027.230103
	Iteration 0F: 3 clusters Score -4988905 nChanged 39064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -5013497.500000 Penalty: 1027.230103
	Iteration 1F: 3 clusters Score -5013498 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5015063.000000 Penalty: 1027.230103
	Iteration 2Q: 3 clusters Score -5015063 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5017565.500000 Penalty: 1027.230103
	Iteration 3F: 3 clusters Score -5017566 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -5021514.500000 Penalty: 1027.230103
	Iteration 4F: 3 clusters Score -5021514 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -5026311.500000 Penalty: 1027.230103
	Iteration 5F: 3 clusters Score -5026312 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -5029447.500000 Penalty: 1027.230103
	Iteration 6F: 3 clusters Score -5029448 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -5030421.500000 Penalty: 1027.230103
	Iteration 7Q: 3 clusters Score -5030422 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -5030671.000000 Penalty: 1027.230103
	Iteration 8Q: 3 clusters Score -5030671 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -5030744.000000 Penalty: 1027.230103
	Iteration 9Q: 3 clusters Score -5030744 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -5030836.000000 Penalty: 1027.230103
	Iteration 10Q: 3 clusters Score -5030836 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -5030965.500000 Penalty: 1027.230103
	Iteration 11Q: 3 clusters Score -5030966 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -5031150.500000 Penalty: 1027.230103
	Iteration 12Q: 3 clusters Score -5031150 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -5031340.000000 Penalty: 1027.230103
	Iteration 13Q: 3 clusters Score -5031340 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -5031588.500000 Penalty: 1027.230103
	Iteration 14Q: 3 clusters Score -5031588 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -5031896.000000 Penalty: 1027.230103
	Iteration 15Q: 3 clusters Score -5031896 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -5032169.500000 Penalty: 1027.230103
	Iteration 16Q: 3 clusters Score -5032170 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -5032466.500000 Penalty: 1027.230103
	Iteration 17Q: 3 clusters Score -5032466 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -5032779.000000 Penalty: 1027.230103
	Iteration 18Q: 3 clusters Score -5032779 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -5033171.000000 Penalty: 1027.230103
	Iteration 19Q: 3 clusters Score -5033171 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -5033591.000000 Penalty: 1027.230103
	Iteration 20F: 3 clusters Score -5033591 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -5034047.000000 Penalty: 1027.230103
	Iteration 21Q: 3 clusters Score -5034047 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -5034503.500000 Penalty: 1027.230103
	Iteration 22Q: 3 clusters Score -5034504 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -5035009.000000 Penalty: 1027.230103
	Iteration 23Q: 3 clusters Score -5035009 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -5035509.500000 Penalty: 1027.230103
	Iteration 24Q: 3 clusters Score -5035510 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -5036037.500000 Penalty: 1027.230103
	Iteration 25Q: 3 clusters Score -5036038 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -5036458.000000 Penalty: 1027.230103
	Iteration 26Q: 3 clusters Score -5036458 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -5036819.000000 Penalty: 1027.230103
	Iteration 27Q: 3 clusters Score -5036819 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -5037158.500000 Penalty: 1027.230103
	Iteration 28Q: 3 clusters Score -5037158 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -5037534.000000 Penalty: 1027.230103
	Iteration 29Q: 3 clusters Score -5037534 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -5037906.500000 Penalty: 1027.230103
	Iteration 30Q: 3 clusters Score -5037906 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -5038287.000000 Penalty: 1027.230103
	Iteration 31Q: 3 clusters Score -5038287 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -5038619.000000 Penalty: 1027.230103
	Iteration 32Q: 3 clusters Score -5038619 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -5038976.000000 Penalty: 1027.230103
	Iteration 33Q: 3 clusters Score -5038976 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -5039535.000000 Penalty: 1027.230103
	Iteration 34Q: 3 clusters Score -5039535 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -5040021.000000 Penalty: 1027.230103
	Iteration 35Q: 3 clusters Score -5040021 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -5040486.000000 Penalty: 1027.230103
	Iteration 36Q: 3 clusters Score -5040486 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -5040846.500000 Penalty: 1027.230103
	Iteration 37Q: 3 clusters Score -5040846 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -5041059.500000 Penalty: 1027.230103
	Iteration 38Q: 3 clusters Score -5041060 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -5041281.000000 Penalty: 1027.230103
	Iteration 39Q: 3 clusters Score -5041281 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -5041381.500000 Penalty: 1027.230103
	Iteration 40F: 3 clusters Score -5041382 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -5041475.000000 Penalty: 1027.230103
	Iteration 41Q: 3 clusters Score -5041475 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -5041536.500000 Penalty: 1027.230103
	Iteration 42Q: 3 clusters Score -5041536 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -5041579.500000 Penalty: 1027.230103
	Iteration 43Q: 3 clusters Score -5041580 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -5041608.000000 Penalty: 1027.230103
	Iteration 44Q: 3 clusters Score -5041608 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -5041618.000000 Penalty: 1027.230103
	Iteration 45Q: 3 clusters Score -5041618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -5041611.000000 Penalty: 1027.230103
	Iteration 46Q: 3 clusters Score -5041611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -5041629.500000 Penalty: 1027.230103
	Iteration 47Q: 3 clusters Score -5041630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -5041613.500000 Penalty: 1027.230103
	Iteration 48Q: 3 clusters Score -5041614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -5041610.500000 Penalty: 1027.230103
	Iteration 49Q: 3 clusters Score -5041610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -5041587.000000 Penalty: 1027.230103
	Iteration 50Q: 3 clusters Score -5041587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -5041569.500000 Penalty: 1027.230103
	Iteration 51Q: 3 clusters Score -5041570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -5041578.500000 Penalty: 1027.230103
	Iteration 52Q: 3 clusters Score -5041578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -5041575.000000 Penalty: 1027.230103
	Iteration 53Q: 3 clusters Score -5041575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -5041569.000000 Penalty: 1027.230103
	Iteration 54Q: 3 clusters Score -5041569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -5041571.500000 Penalty: 1027.230103
	Iteration 55Q: 3 clusters Score -5041572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -5041567.500000 Penalty: 1027.230103
	Iteration 56Q: 3 clusters Score -5041568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -5041566.000000 Penalty: 1027.230103
	Iteration 57Q: 3 clusters Score -5041566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -5041570.500000 Penalty: 1027.230103
	Iteration 58Q: 3 clusters Score -5041570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -5041566.500000 Penalty: 1027.230103
	Iteration 59Q: 3 clusters Score -5041566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -5041570.000000 Penalty: 1027.230103
	Iteration 60F: 3 clusters Score -5041570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -5041566.500000 Penalty: 1027.230103
	Iteration 61Q: 3 clusters Score -5041566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -5041564.500000 Penalty: 1027.230103
	Iteration 62Q: 3 clusters Score -5041564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -5041566.000000 Penalty: 1027.230103
	Iteration 63Q: 3 clusters Score -5041566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -5041567.500000 Penalty: 1027.230103
	Iteration 64Q: 3 clusters Score -5041568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -5041564.500000 Penalty: 1027.230103
	Iteration 65Q: 3 clusters Score -5041564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -5041566.000000 Penalty: 1027.230103
	Iteration 66Q: 3 clusters Score -5041566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -5041569.000000 Penalty: 1027.230103
	Iteration 67Q: 3 clusters Score -5041569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -5041568.000000 Penalty: 1027.230103
	Iteration 68Q: 3 clusters Score -5041568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -5041569.000000 Penalty: 1027.230103
	Iteration 69Q: 3 clusters Score -5041569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -5041566.500000 Penalty: 1027.230103
	Iteration 70Q: 3 clusters Score -5041566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -5041567.500000 Penalty: 1027.230103
	Iteration 71Q: 3 clusters Score -5041568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -5041567.500000 Penalty: 1027.230103
	Iteration 72F: 3 clusters Score -5041568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1766.602783 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1766.603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1789.442017 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1789.442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -419881.062500 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -419881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -415546.531250 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -415546.5 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -417421.437500 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -417421.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -417734.781250 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -417734.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -418106.906250 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -418106.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -418394.375000 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -418394.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -418599.937500 Penalty: 798.237000
	Iteration 5F: 3 clusters Score -418599.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -418698.562500 Penalty: 798.237000
	Iteration 6Q: 3 clusters Score -418698.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -418754.281250 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -418754.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -418783.062500 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -418783.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -418804.312500 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -418804.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -418827.656250 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -418827.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -418850.343750 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -418850.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -418870.343750 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -418870.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -418900.656250 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -418900.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -418934.406250 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -418934.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -418976.906250 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -418976.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -419025.125000 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -419025.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -419080.500000 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -419080.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -419134.437500 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -419134.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -419187.031250 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -419187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -419245.656250 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -419245.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -419294.718750 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -419294.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -419327.343750 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -419327.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -419352.843750 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -419352.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -419376.281250 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -419376.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -419395.843750 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -419395.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -419416.968750 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -419417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -419432.531250 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -419432.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -419447.156250 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -419447.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -419462.031250 Penalty: 798.237000
	Iteration 29Q: 3 clusters Score -419462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -419478.843750 Penalty: 798.237000
	Iteration 30Q: 3 clusters Score -419478.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -419496.000000 Penalty: 798.237000
	Iteration 31Q: 3 clusters Score -419496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -419508.375000 Penalty: 798.237000
	Iteration 32Q: 3 clusters Score -419508.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -419523.093750 Penalty: 798.237000
	Iteration 33Q: 3 clusters Score -419523.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -419534.875000 Penalty: 798.237000
	Iteration 34Q: 3 clusters Score -419534.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -419541.687500 Penalty: 798.237000
	Iteration 35Q: 3 clusters Score -419541.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -419545.375000 Penalty: 798.237000
	Iteration 36Q: 3 clusters Score -419545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -419548.000000 Penalty: 798.237000
	Iteration 37Q: 3 clusters Score -419548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -419550.343750 Penalty: 798.237000
	Iteration 38Q: 3 clusters Score -419550.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -419554.218750 Penalty: 798.237000
	Iteration 39Q: 3 clusters Score -419554.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -419557.218750 Penalty: 798.237000
	Iteration 40F: 3 clusters Score -419557.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -419562.031250 Penalty: 798.237000
	Iteration 41Q: 3 clusters Score -419562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -419565.781250 Penalty: 798.237000
	Iteration 42Q: 3 clusters Score -419565.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -419569.187500 Penalty: 798.237000
	Iteration 43Q: 3 clusters Score -419569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -419573.625000 Penalty: 798.237000
	Iteration 44Q: 3 clusters Score -419573.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -419577.531250 Penalty: 798.237000
	Iteration 45Q: 3 clusters Score -419577.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -419578.781250 Penalty: 798.237000
	Iteration 46Q: 3 clusters Score -419578.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -419581.093750 Penalty: 798.237000
	Iteration 47Q: 3 clusters Score -419581.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -419584.500000 Penalty: 798.237000
	Iteration 48Q: 3 clusters Score -419584.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -419585.968750 Penalty: 798.237000
	Iteration 49Q: 3 clusters Score -419586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -419588.968750 Penalty: 798.237000
	Iteration 50Q: 3 clusters Score -419589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -419591.281250 Penalty: 798.237000
	Iteration 51Q: 3 clusters Score -419591.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -419593.093750 Penalty: 798.237000
	Iteration 52Q: 3 clusters Score -419593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -419593.875000 Penalty: 798.237000
	Iteration 53Q: 3 clusters Score -419593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -419596.062500 Penalty: 798.237000
	Iteration 54Q: 3 clusters Score -419596.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -419596.343750 Penalty: 798.237000
	Iteration 55Q: 3 clusters Score -419596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -419597.062500 Penalty: 798.237000
	Iteration 56Q: 3 clusters Score -419597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -419598.156250 Penalty: 798.237000
	Iteration 57Q: 3 clusters Score -419598.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -419600.406250 Penalty: 798.237000
	Iteration 58Q: 3 clusters Score -419600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -419602.218750 Penalty: 798.237000
	Iteration 59Q: 3 clusters Score -419602.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -419607.218750 Penalty: 798.237000
	Iteration 60F: 3 clusters Score -419607.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -419608.187500 Penalty: 798.237000
	Iteration 61Q: 3 clusters Score -419608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -419608.937500 Penalty: 798.237000
	Iteration 62Q: 3 clusters Score -419608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -419609.593750 Penalty: 798.237000
	Iteration 63Q: 3 clusters Score -419609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -419609.625000 Penalty: 798.237000
	Iteration 64Q: 3 clusters Score -419609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -419609.593750 Penalty: 798.237000
	Iteration 65Q: 3 clusters Score -419609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -419611.000000 Penalty: 798.237000
	Iteration 66Q: 3 clusters Score -419611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -419611.062500 Penalty: 798.237000
	Iteration 67Q: 3 clusters Score -419611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -419611.218750 Penalty: 798.237000
	Iteration 68Q: 3 clusters Score -419611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -419611.781250 Penalty: 798.237000
	Iteration 69Q: 3 clusters Score -419611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -419612.218750 Penalty: 798.237000
	Iteration 70Q: 3 clusters Score -419612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -419612.468750 Penalty: 798.237000
	Iteration 71Q: 3 clusters Score -419612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -419612.468750 Penalty: 798.237000
	Iteration 72F: 3 clusters Score -419612.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -640658.250000 Penalty: 419.256653
	Iteration 0F: 2 clusters Score -640658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -634022.937500 Penalty: 838.513306
	Iteration 0F: 3 clusters Score -634022.9 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -636613.500000 Penalty: 838.513306
	Iteration 1F: 3 clusters Score -636613.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -636746.937500 Penalty: 838.513306
	Iteration 2Q: 3 clusters Score -636746.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -636936.312500 Penalty: 838.513306
	Iteration 3Q: 3 clusters Score -636936.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -637208.687500 Penalty: 838.513306
	Iteration 4F: 3 clusters Score -637208.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -637637.062500 Penalty: 838.513306
	Iteration 5F: 3 clusters Score -637637.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -638194.062500 Penalty: 838.513306
	Iteration 6F: 3 clusters Score -638194.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -638741.125000 Penalty: 838.513306
	Iteration 7F: 3 clusters Score -638741.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -639216.250000 Penalty: 838.513306
	Iteration 8F: 3 clusters Score -639216.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -639554.562500 Penalty: 838.513306
	Iteration 9Q: 3 clusters Score -639554.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -639802.125000 Penalty: 838.513306
	Iteration 10Q: 3 clusters Score -639802.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -639984.812500 Penalty: 838.513306
	Iteration 11Q: 3 clusters Score -639984.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -640084.250000 Penalty: 838.513306
	Iteration 12Q: 3 clusters Score -640084.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -640162.187500 Penalty: 838.513306
	Iteration 13Q: 3 clusters Score -640162.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -640203.437500 Penalty: 838.513306
	Iteration 14Q: 3 clusters Score -640203.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -640239.500000 Penalty: 838.513306
	Iteration 15Q: 3 clusters Score -640239.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -640257.312500 Penalty: 838.513306
	Iteration 16Q: 3 clusters Score -640257.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -640270.812500 Penalty: 838.513306
	Iteration 17Q: 3 clusters Score -640270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -640280.875000 Penalty: 838.513306
	Iteration 18Q: 3 clusters Score -640280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -640284.625000 Penalty: 838.513306
	Iteration 19Q: 3 clusters Score -640284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -640284.625000 Penalty: 838.513306
	Iteration 20F: 3 clusters Score -640284.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -183160.421875 Penalty: 367.495575
	Iteration 0F: 2 clusters Score -183160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -180949.906250 Penalty: 734.991150
	Iteration 0F: 3 clusters Score -180949.9 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -181781.906250 Penalty: 734.991150
	Iteration 1F: 3 clusters Score -181781.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -181918.812500 Penalty: 734.991150
	Iteration 2F: 3 clusters Score -181918.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -182035.343750 Penalty: 734.991150
	Iteration 3F: 3 clusters Score -182035.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -182118.453125 Penalty: 734.991150
	Iteration 4Q: 3 clusters Score -182118.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -182211.437500 Penalty: 734.991150
	Iteration 5Q: 3 clusters Score -182211.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -182290.500000 Penalty: 734.991150
	Iteration 6Q: 3 clusters Score -182290.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -182368.234375 Penalty: 734.991150
	Iteration 7Q: 3 clusters Score -182368.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -182426.015625 Penalty: 734.991150
	Iteration 8Q: 3 clusters Score -182426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182469.046875 Penalty: 734.991150
	Iteration 9Q: 3 clusters Score -182469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182512.968750 Penalty: 734.991150
	Iteration 10Q: 3 clusters Score -182513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -182555.687500 Penalty: 734.991150
	Iteration 11Q: 3 clusters Score -182555.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182591.328125 Penalty: 734.991150
	Iteration 12Q: 3 clusters Score -182591.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182619.812500 Penalty: 734.991150
	Iteration 13Q: 3 clusters Score -182619.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -182651.046875 Penalty: 734.991150
	Iteration 14Q: 3 clusters Score -182651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -182679.125000 Penalty: 734.991150
	Iteration 15Q: 3 clusters Score -182679.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182700.156250 Penalty: 734.991150
	Iteration 16Q: 3 clusters Score -182700.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -182715.265625 Penalty: 734.991150
	Iteration 17Q: 3 clusters Score -182715.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182735.531250 Penalty: 734.991150
	Iteration 18Q: 3 clusters Score -182735.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -182767.812500 Penalty: 734.991150
	Iteration 19Q: 3 clusters Score -182767.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -182797.484375 Penalty: 734.991150
	Iteration 20F: 3 clusters Score -182797.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -182819.296875 Penalty: 734.991150
	Iteration 21Q: 3 clusters Score -182819.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -182832.203125 Penalty: 734.991150
	Iteration 22Q: 3 clusters Score -182832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -182842.109375 Penalty: 734.991150
	Iteration 23Q: 3 clusters Score -182842.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -182856.968750 Penalty: 734.991150
	Iteration 24Q: 3 clusters Score -182857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -182866.234375 Penalty: 734.991150
	Iteration 25Q: 3 clusters Score -182866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -182874.296875 Penalty: 734.991150
	Iteration 26Q: 3 clusters Score -182874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -182881.515625 Penalty: 734.991150
	Iteration 27Q: 3 clusters Score -182881.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -182886.296875 Penalty: 734.991150
	Iteration 28Q: 3 clusters Score -182886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -182889.234375 Penalty: 734.991150
	Iteration 29Q: 3 clusters Score -182889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -182891.343750 Penalty: 734.991150
	Iteration 30Q: 3 clusters Score -182891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -182893.734375 Penalty: 734.991150
	Iteration 31Q: 3 clusters Score -182893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -182896.859375 Penalty: 734.991150
	Iteration 32Q: 3 clusters Score -182896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -182901.406250 Penalty: 734.991150
	Iteration 33Q: 3 clusters Score -182901.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -182906.937500 Penalty: 734.991150
	Iteration 34Q: 3 clusters Score -182906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -182912.265625 Penalty: 734.991150
	Iteration 35Q: 3 clusters Score -182912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -182915.906250 Penalty: 734.991150
	Iteration 36Q: 3 clusters Score -182915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -182920.562500 Penalty: 734.991150
	Iteration 37Q: 3 clusters Score -182920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -182922.062500 Penalty: 734.991150
	Iteration 38Q: 3 clusters Score -182922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -182923.093750 Penalty: 734.991150
	Iteration 39Q: 3 clusters Score -182923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -182923.375000 Penalty: 734.991150
	Iteration 40F: 3 clusters Score -182923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -182925.281250 Penalty: 734.991150
	Iteration 41Q: 3 clusters Score -182925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -182927.625000 Penalty: 734.991150
	Iteration 42Q: 3 clusters Score -182927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -182928.843750 Penalty: 734.991150
	Iteration 43Q: 3 clusters Score -182928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -182928.812500 Penalty: 734.991150
	Iteration 44Q: 3 clusters Score -182928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -182928.937500 Penalty: 734.991150
	Iteration 45Q: 3 clusters Score -182928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -182928.937500 Penalty: 734.991150
	Iteration 46F: 3 clusters Score -182928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -55179.320312 Penalty: 310.755615
	Iteration 0F: 2 clusters Score -55179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54439.535156 Penalty: 621.511230
	Iteration 0F: 3 clusters Score -54439.54 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54644.722656 Penalty: 621.511230
	Iteration 1F: 3 clusters Score -54644.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54695.785156 Penalty: 621.511230
	Iteration 2F: 3 clusters Score -54695.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54732.558594 Penalty: 621.511230
	Iteration 3F: 3 clusters Score -54732.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54756.195312 Penalty: 621.511230
	Iteration 4Q: 3 clusters Score -54756.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54779.351562 Penalty: 621.511230
	Iteration 5Q: 3 clusters Score -54779.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54800.105469 Penalty: 621.511230
	Iteration 6Q: 3 clusters Score -54800.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -54816.765625 Penalty: 621.511230
	Iteration 7Q: 3 clusters Score -54816.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54824.164062 Penalty: 621.511230
	Iteration 8Q: 3 clusters Score -54824.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54828.890625 Penalty: 621.511230
	Iteration 9Q: 3 clusters Score -54828.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54829.347656 Penalty: 621.511230
	Iteration 10Q: 3 clusters Score -54829.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54829.347656 Penalty: 621.511230
	Iteration 11F: 3 clusters Score -54829.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4542.277832 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4542.278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4615.944824 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4615.945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4634.806641 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4634.807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4651.515137 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4651.515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4654.384766 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4654.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4654.384766 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -4654.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Entering Unmasked Estep 
Score: -4876567.000000 Penalty: 512.439697
	Iteration 0F: 2 clusters Score -4876567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4825681.000000 Penalty: 1024.879395
	Iteration 0F: 3 clusters Score -4825681 nChanged 38029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -4849420.500000 Penalty: 1024.879395
	Iteration 1F: 3 clusters Score -4849420 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -4851077.500000 Penalty: 1024.879395
	Iteration 2Q: 3 clusters Score -4851078 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4853660.500000 Penalty: 1024.879395
	Iteration 3F: 3 clusters Score -4853660 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -4857555.000000 Penalty: 1024.879395
	Iteration 4F: 3 clusters Score -4857555 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4861970.500000 Penalty: 1024.879395
	Iteration 5F: 3 clusters Score -4861970 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4864525.500000 Penalty: 1024.879395
	Iteration 6F: 3 clusters Score -4864526 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4865205.000000 Penalty: 1024.879395
	Iteration 7Q: 3 clusters Score -4865205 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4865354.500000 Penalty: 1024.879395
	Iteration 8Q: 3 clusters Score -4865354 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -4865426.000000 Penalty: 1024.879395
	Iteration 9Q: 3 clusters Score -4865426 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -4865470.500000 Penalty: 1024.879395
	Iteration 10Q: 3 clusters Score -4865470 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4865513.000000 Penalty: 1024.879395
	Iteration 11Q: 3 clusters Score -4865513 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4865565.000000 Penalty: 1024.879395
	Iteration 12Q: 3 clusters Score -4865565 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4865653.500000 Penalty: 1024.879395
	Iteration 13Q: 3 clusters Score -4865654 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4865731.000000 Penalty: 1024.879395
	Iteration 14Q: 3 clusters Score -4865731 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -4865772.000000 Penalty: 1024.879395
	Iteration 15Q: 3 clusters Score -4865772 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4865814.000000 Penalty: 1024.879395
	Iteration 16Q: 3 clusters Score -4865814 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -4865878.500000 Penalty: 1024.879395
	Iteration 17Q: 3 clusters Score -4865878 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -4865921.500000 Penalty: 1024.879395
	Iteration 18Q: 3 clusters Score -4865922 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4865979.500000 Penalty: 1024.879395
	Iteration 19Q: 3 clusters Score -4865980 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -4866019.500000 Penalty: 1024.879395
	Iteration 20F: 3 clusters Score -4866020 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -4866036.500000 Penalty: 1024.879395
	Iteration 21Q: 3 clusters Score -4866036 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4866051.500000 Penalty: 1024.879395
	Iteration 22Q: 3 clusters Score -4866052 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4866105.500000 Penalty: 1024.879395
	Iteration 23Q: 3 clusters Score -4866106 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4866140.500000 Penalty: 1024.879395
	Iteration 24Q: 3 clusters Score -4866140 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4866172.000000 Penalty: 1024.879395
	Iteration 25Q: 3 clusters Score -4866172 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4866197.500000 Penalty: 1024.879395
	Iteration 26Q: 3 clusters Score -4866198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4866202.500000 Penalty: 1024.879395
	Iteration 27Q: 3 clusters Score -4866202 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4866207.000000 Penalty: 1024.879395
	Iteration 28Q: 3 clusters Score -4866207 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4866202.500000 Penalty: 1024.879395
	Iteration 29Q: 3 clusters Score -4866202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -4866224.000000 Penalty: 1024.879395
	Iteration 30Q: 3 clusters Score -4866224 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4866231.500000 Penalty: 1024.879395
	Iteration 31Q: 3 clusters Score -4866232 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -4866247.000000 Penalty: 1024.879395
	Iteration 32Q: 3 clusters Score -4866247 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -4866253.500000 Penalty: 1024.879395
	Iteration 33Q: 3 clusters Score -4866254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4866277.000000 Penalty: 1024.879395
	Iteration 34Q: 3 clusters Score -4866277 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -4866289.500000 Penalty: 1024.879395
	Iteration 35Q: 3 clusters Score -4866290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -4866297.000000 Penalty: 1024.879395
	Iteration 36Q: 3 clusters Score -4866297 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4866296.000000 Penalty: 1024.879395
	Iteration 37Q: 3 clusters Score -4866296 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4866312.000000 Penalty: 1024.879395
	Iteration 38Q: 3 clusters Score -4866312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4866311.000000 Penalty: 1024.879395
	Iteration 39Q: 3 clusters Score -4866311 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -4866319.000000 Penalty: 1024.879395
	Iteration 40F: 3 clusters Score -4866319 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4866323.500000 Penalty: 1024.879395
	Iteration 41Q: 3 clusters Score -4866324 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4866321.500000 Penalty: 1024.879395
	Iteration 42Q: 3 clusters Score -4866322 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4866333 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4866336 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4866364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4866369 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4866369 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4866378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4866390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4866413.500000 Penalty: 1024.879395
	Iteration 50Q: 3 clusters Score -4866414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4866417.500000 Penalty: 1024.879395
	Iteration 51Q: 3 clusters Score -4866418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4866432 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4866426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4866432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4866449 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4866438.500000 Penalty: 1024.879395
	Iteration 56Q: 3 clusters Score -4866438 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4866442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4866460.500000 Penalty: 1024.879395
	Iteration 58Q: 3 clusters Score -4866460 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4866463 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4866474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4866473 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4866488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4866496.500000 Penalty: 1024.879395
	Iteration 63Q: 3 clusters Score -4866496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4866505.500000 Penalty: 1024.879395
	Iteration 64Q: 3 clusters Score -4866506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4866524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4866541 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4866548 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4866558 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4866564 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4866574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4866579 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4866556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4866585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4866604 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4866622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4866636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4866646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4866666 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4866702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4866726.500000 Penalty: 1024.879395
	Iteration 80F: 3 clusters Score -4866726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4866740 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4866755 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4866766 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4866812 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4866801 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4866818 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4866836 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4866874 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4866936 nChanged 470
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Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4866986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4867043 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4867107 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4867192 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4867262 nChanged 706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4867408 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4867526 nChanged 752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4867628 nChanged 819
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4867785 nChanged 886
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Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4867950 nChanged 891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4868086 nChanged 989
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4868270 nChanged 1033
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4868486 nChanged 1059
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Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4868712 nChanged 1138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4869016 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4869389 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4869818 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4870310 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4870812 nChanged 1279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4871318 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4871854 nChanged 1228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4872400 nChanged 1179
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Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4872908 nChanged 1170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4873514 nChanged 1173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4874135 nChanged 1080
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Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4874710 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4875188 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4875554 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4875802 nChanged 563
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4876016 nChanged 435
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4876207 nChanged 427
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Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 2187 members 
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	Iteration 121Q: 3 clusters Score -4876301 nChanged 308
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Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4876394 nChanged 243
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Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4876409 nChanged 196
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Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4876436 nChanged 151
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Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4876442 nChanged 119
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Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4876468 nChanged 95
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Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4876454 nChanged 69
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Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4876463 nChanged 61
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Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 1041 members 
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	Iteration 129Q: 3 clusters Score -4876474 nChanged 53
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Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4876478 nChanged 34
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Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4876484 nChanged 24
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Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4876469 nChanged 25
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Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4876472 nChanged 26
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Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 897 members 
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	Iteration 134Q: 3 clusters Score -4876468 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4876456 nChanged 17
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Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4876464 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4876462.500000 Penalty: 1024.879395
	Iteration 137Q: 3 clusters Score -4876462 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4876456.000000 Penalty: 1024.879395
	Iteration 138Q: 3 clusters Score -4876456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4876463.500000 Penalty: 1024.879395
	Iteration 139Q: 3 clusters Score -4876464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4876464.000000 Penalty: 1024.879395
	Iteration 140F: 3 clusters Score -4876464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4876464.500000 Penalty: 1024.879395
	Iteration 141Q: 3 clusters Score -4876464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4876474.000000 Penalty: 1024.879395
	Iteration 142Q: 3 clusters Score -4876474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4876463.000000 Penalty: 1024.879395
	Iteration 143Q: 3 clusters Score -4876463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4876455.500000 Penalty: 1024.879395
	Iteration 144Q: 3 clusters Score -4876456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4876461.500000 Penalty: 1024.879395
	Iteration 145Q: 3 clusters Score -4876462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4876462.500000 Penalty: 1024.879395
	Iteration 146Q: 3 clusters Score -4876462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4876463.000000 Penalty: 1024.879395
	Iteration 147Q: 3 clusters Score -4876463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4876464.500000 Penalty: 1024.879395
	Iteration 148Q: 3 clusters Score -4876464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4876464.000000 Penalty: 1024.879395
	Iteration 149Q: 3 clusters Score -4876464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4876455.000000 Penalty: 1024.879395
	Iteration 150Q: 3 clusters Score -4876455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4876458.000000 Penalty: 1024.879395
	Iteration 151Q: 3 clusters Score -4876458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4876458.500000 Penalty: 1024.879395
	Iteration 152Q: 3 clusters Score -4876458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4876466.000000 Penalty: 1024.879395
	Iteration 153Q: 3 clusters Score -4876466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4876459.000000 Penalty: 1024.879395
	Iteration 154Q: 3 clusters Score -4876459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4876459.500000 Penalty: 1024.879395
	Iteration 155Q: 3 clusters Score -4876460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4876458.000000 Penalty: 1024.879395
	Iteration 156Q: 3 clusters Score -4876458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4876462.000000 Penalty: 1024.879395
	Iteration 157Q: 3 clusters Score -4876462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4876457.500000 Penalty: 1024.879395
	Iteration 158Q: 3 clusters Score -4876458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4876457.500000 Penalty: 1024.879395
	Iteration 159F: 3 clusters Score -4876458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -307058.750000 Penalty: 386.380341
	Iteration 0F: 2 clusters Score -307058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -303730.718750 Penalty: 772.760681
	Iteration 0F: 3 clusters Score -303730.7 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -304946.156250 Penalty: 772.760681
	Iteration 1F: 3 clusters Score -304946.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -305058.187500 Penalty: 772.760681
	Iteration 2F: 3 clusters Score -305058.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -305136.781250 Penalty: 772.760681
	Iteration 3Q: 3 clusters Score -305136.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -305221.125000 Penalty: 772.760681
	Iteration 4Q: 3 clusters Score -305221.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -305329.500000 Penalty: 772.760681
	Iteration 5Q: 3 clusters Score -305329.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -305472.781250 Penalty: 772.760681
	Iteration 6Q: 3 clusters Score -305472.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -305661.218750 Penalty: 772.760681
	Iteration 7F: 3 clusters Score -305661.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -305840.750000 Penalty: 772.760681
	Iteration 8F: 3 clusters Score -305840.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -305999.250000 Penalty: 772.760681
	Iteration 9Q: 3 clusters Score -305999.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -306101.812500 Penalty: 772.760681
	Iteration 10Q: 3 clusters Score -306101.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -306173.062500 Penalty: 772.760681
	Iteration 11Q: 3 clusters Score -306173.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -306248.250000 Penalty: 772.760681
	Iteration 12Q: 3 clusters Score -306248.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -306324.562500 Penalty: 772.760681
	Iteration 13Q: 3 clusters Score -306324.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -306387.406250 Penalty: 772.760681
	Iteration 14Q: 3 clusters Score -306387.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -306450.937500 Penalty: 772.760681
	Iteration 15Q: 3 clusters Score -306450.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -306499.281250 Penalty: 772.760681
	Iteration 16Q: 3 clusters Score -306499.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -306538.156250 Penalty: 772.760681
	Iteration 17Q: 3 clusters Score -306538.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -306575.843750 Penalty: 772.760681
	Iteration 18Q: 3 clusters Score -306575.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -306611.750000 Penalty: 772.760681
	Iteration 19Q: 3 clusters Score -306611.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -306651.625000 Penalty: 772.760681
	Iteration 20F: 3 clusters Score -306651.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -306693.968750 Penalty: 772.760681
	Iteration 21Q: 3 clusters Score -306694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -306737.312500 Penalty: 772.760681
	Iteration 22Q: 3 clusters Score -306737.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -306773.406250 Penalty: 772.760681
	Iteration 23Q: 3 clusters Score -306773.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -306809.500000 Penalty: 772.760681
	Iteration 24Q: 3 clusters Score -306809.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -306837.718750 Penalty: 772.760681
	Iteration 25Q: 3 clusters Score -306837.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -306857.062500 Penalty: 772.760681
	Iteration 26Q: 3 clusters Score -306857.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -306872.250000 Penalty: 772.760681
	Iteration 27Q: 3 clusters Score -306872.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -306887.656250 Penalty: 772.760681
	Iteration 28Q: 3 clusters Score -306887.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -306901.406250 Penalty: 772.760681
	Iteration 29Q: 3 clusters Score -306901.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -306909.562500 Penalty: 772.760681
	Iteration 30Q: 3 clusters Score -306909.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -306917.250000 Penalty: 772.760681
	Iteration 31Q: 3 clusters Score -306917.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -306924.437500 Penalty: 772.760681
	Iteration 32Q: 3 clusters Score -306924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -306928.375000 Penalty: 772.760681
	Iteration 33Q: 3 clusters Score -306928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -306931.343750 Penalty: 772.760681
	Iteration 34Q: 3 clusters Score -306931.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -306934.062500 Penalty: 772.760681
	Iteration 35Q: 3 clusters Score -306934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -306934.375000 Penalty: 772.760681
	Iteration 36Q: 3 clusters Score -306934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -306935.343750 Penalty: 772.760681
	Iteration 37Q: 3 clusters Score -306935.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -306936.593750 Penalty: 772.760681
	Iteration 38Q: 3 clusters Score -306936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -306939.343750 Penalty: 772.760681
	Iteration 39Q: 3 clusters Score -306939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -306946.750000 Penalty: 772.760681
	Iteration 40F: 3 clusters Score -306946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -306952.250000 Penalty: 772.760681
	Iteration 41Q: 3 clusters Score -306952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -306955.718750 Penalty: 772.760681
	Iteration 42Q: 3 clusters Score -306955.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -306957.593750 Penalty: 772.760681
	Iteration 43Q: 3 clusters Score -306957.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -306959.812500 Penalty: 772.760681
	Iteration 44Q: 3 clusters Score -306959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -306965.375000 Penalty: 772.760681
	Iteration 45Q: 3 clusters Score -306965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -306967.531250 Penalty: 772.760681
	Iteration 46Q: 3 clusters Score -306967.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -306971.906250 Penalty: 772.760681
	Iteration 47Q: 3 clusters Score -306971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -306974.812500 Penalty: 772.760681
	Iteration 48Q: 3 clusters Score -306974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -306978.218750 Penalty: 772.760681
	Iteration 49Q: 3 clusters Score -306978.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -306981.031250 Penalty: 772.760681
	Iteration 50Q: 3 clusters Score -306981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -306983.187500 Penalty: 772.760681
	Iteration 51Q: 3 clusters Score -306983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -306984.906250 Penalty: 772.760681
	Iteration 52Q: 3 clusters Score -306984.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -306986.750000 Penalty: 772.760681
	Iteration 53Q: 3 clusters Score -306986.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -306989.968750 Penalty: 772.760681
	Iteration 54Q: 3 clusters Score -306990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -306990.156250 Penalty: 772.760681
	Iteration 55Q: 3 clusters Score -306990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -306992.375000 Penalty: 772.760681
	Iteration 56Q: 3 clusters Score -306992.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -306995.500000 Penalty: 772.760681
	Iteration 57Q: 3 clusters Score -306995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -306996.437500 Penalty: 772.760681
	Iteration 58Q: 3 clusters Score -306996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -306997.000000 Penalty: 772.760681
	Iteration 59Q: 3 clusters Score -306997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -306997.687500 Penalty: 772.760681
	Iteration 60F: 3 clusters Score -306997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -306997.781250 Penalty: 772.760681
	Iteration 61Q: 3 clusters Score -306997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -306998.437500 Penalty: 772.760681
	Iteration 62Q: 3 clusters Score -306998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -306999.125000 Penalty: 772.760681
	Iteration 63Q: 3 clusters Score -306999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -306998.781250 Penalty: 772.760681
	Iteration 64Q: 3 clusters Score -306998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -306999.031250 Penalty: 772.760681
	Iteration 65Q: 3 clusters Score -306999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -306998.843750 Penalty: 772.760681
	Iteration 66Q: 3 clusters Score -306998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -306999.343750 Penalty: 772.760681
	Iteration 67Q: 3 clusters Score -306999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -306998.812500 Penalty: 772.760681
	Iteration 68Q: 3 clusters Score -306998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -306998.812500 Penalty: 772.760681
	Iteration 69F: 3 clusters Score -306998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -63596.617188 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -63596.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62710.945312 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -62710.95 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -63005.363281 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -63005.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63095.132812 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -63095.13 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63152.113281 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -63152.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -63188.562500 Penalty: 639.646973
	Iteration 4F: 3 clusters Score -63188.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63213.218750 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -63213.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63248.402344 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -63248.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63279.355469 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -63279.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63296.050781 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -63296.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63301.824219 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -63301.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63305.265625 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -63305.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63309.058594 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -63309.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63310.621094 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -63310.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63312.394531 Penalty: 639.646973
	Iteration 13Q: 3 clusters Score -63312.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63313.437500 Penalty: 639.646973
	Iteration 14Q: 3 clusters Score -63313.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63314.773438 Penalty: 639.646973
	Iteration 15Q: 3 clusters Score -63314.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63315.375000 Penalty: 639.646973
	Iteration 16Q: 3 clusters Score -63315.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63315.375000 Penalty: 639.646973
	Iteration 17F: 3 clusters Score -63315.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Entering Unmasked Estep 
Score: -447831.406250 Penalty: 400.964050
	Iteration 0F: 2 clusters Score -447831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -443299.593750 Penalty: 801.928101
	Iteration 0F: 3 clusters Score -443299.6 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -445308.343750 Penalty: 801.928101
	Iteration 1F: 3 clusters Score -445308.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -445611.156250 Penalty: 801.928101
	Iteration 2F: 3 clusters Score -445611.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -445974.593750 Penalty: 801.928101
	Iteration 3F: 3 clusters Score -445974.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -446397.250000 Penalty: 801.928101
	Iteration 4F: 3 clusters Score -446397.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -446826.187500 Penalty: 801.928101
	Iteration 5F: 3 clusters Score -446826.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -447138.531250 Penalty: 801.928101
	Iteration 6Q: 3 clusters Score -447138.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -447324.375000 Penalty: 801.928101
	Iteration 7Q: 3 clusters Score -447324.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -447393.593750 Penalty: 801.928101
	Iteration 8Q: 3 clusters Score -447393.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -447424.968750 Penalty: 801.928101
	Iteration 9Q: 3 clusters Score -447425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -447444.218750 Penalty: 801.928101
	Iteration 10Q: 3 clusters Score -447444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -447450.687500 Penalty: 801.928101
	Iteration 11Q: 3 clusters Score -447450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -447452.281250 Penalty: 801.928101
	Iteration 12Q: 3 clusters Score -447452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -447452.406250 Penalty: 801.928101
	Iteration 13Q: 3 clusters Score -447452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -447452.406250 Penalty: 801.928101
	Iteration 14F: 3 clusters Score -447452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Entering Unmasked Estep 
Score: -2912557.000000 Penalty: 486.551666
	Iteration 0F: 2 clusters Score -2912557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2883825.000000 Penalty: 973.103333
	Iteration 0F: 3 clusters Score -2883825 nChanged 21271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2896690.250000 Penalty: 973.103333
	Iteration 1F: 3 clusters Score -2896690 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -2898111.750000 Penalty: 973.103333
	Iteration 2F: 3 clusters Score -2898112 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -2900437.000000 Penalty: 973.103333
	Iteration 3F: 3 clusters Score -2900437 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -2903892.750000 Penalty: 973.103333
	Iteration 4F: 3 clusters Score -2903893 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -2907361.750000 Penalty: 973.103333
	Iteration 5F: 3 clusters Score -2907362 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -2909736.750000 Penalty: 973.103333
	Iteration 6F: 3 clusters Score -2909737 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -2911139.750000 Penalty: 973.103333
	Iteration 7Q: 3 clusters Score -2911140 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -2911765.000000 Penalty: 973.103333
	Iteration 8Q: 3 clusters Score -2911765 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -2911987.250000 Penalty: 973.103333
	Iteration 9Q: 3 clusters Score -2911987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -2912061.750000 Penalty: 973.103333
	Iteration 10Q: 3 clusters Score -2912062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -2912095.250000 Penalty: 973.103333
	Iteration 11Q: 3 clusters Score -2912095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -2912107.000000 Penalty: 973.103333
	Iteration 12Q: 3 clusters Score -2912107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -2912117.250000 Penalty: 973.103333
	Iteration 13Q: 3 clusters Score -2912117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -2912122.250000 Penalty: 973.103333
	Iteration 14Q: 3 clusters Score -2912122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -2912127.750000 Penalty: 973.103333
	Iteration 15Q: 3 clusters Score -2912128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -2912134.250000 Penalty: 973.103333
	Iteration 16Q: 3 clusters Score -2912134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -2912136.250000 Penalty: 973.103333
	Iteration 17Q: 3 clusters Score -2912136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -2912135.500000 Penalty: 973.103333
	Iteration 18Q: 3 clusters Score -2912136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -2912141.500000 Penalty: 973.103333
	Iteration 19Q: 3 clusters Score -2912142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -2912139.500000 Penalty: 973.103333
	Iteration 20F: 3 clusters Score -2912140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -2912139.500000 Penalty: 973.103333
	Iteration 21Q: 3 clusters Score -2912140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -2912138.500000 Penalty: 973.103333
	Iteration 22Q: 3 clusters Score -2912138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -2912138.500000 Penalty: 973.103333
	Iteration 23F: 3 clusters Score -2912138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Entering Unmasked Estep 
Score: -5006259.000000 Penalty: 512.887573
	Iteration 0F: 2 clusters Score -5006259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -4956152.500000 Penalty: 1025.775146
	Iteration 0F: 3 clusters Score -4956152 nChanged 38276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4981133.500000 Penalty: 1025.775146
	Iteration 1F: 3 clusters Score -4981134 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4983638.500000 Penalty: 1025.775146
	Iteration 2F: 3 clusters Score -4983638 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4987118.000000 Penalty: 1025.775146
	Iteration 3F: 3 clusters Score -4987118 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4991160.500000 Penalty: 1025.775146
	Iteration 4F: 3 clusters Score -4991160 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4994860.000000 Penalty: 1025.775146
	Iteration 5F: 3 clusters Score -4994860 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4997351.500000 Penalty: 1025.775146
	Iteration 6F: 3 clusters Score -4997352 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4998702.000000 Penalty: 1025.775146
	Iteration 7Q: 3 clusters Score -4998702 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4999412.000000 Penalty: 1025.775146
	Iteration 8Q: 3 clusters Score -4999412 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4999931.000000 Penalty: 1025.775146
	Iteration 9Q: 3 clusters Score -4999931 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -5000360.500000 Penalty: 1025.775146
	Iteration 10Q: 3 clusters Score -5000360 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -5000773.000000 Penalty: 1025.775146
	Iteration 11Q: 3 clusters Score -5000773 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5001170.000000 Penalty: 1025.775146
	Iteration 12Q: 3 clusters Score -5001170 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5001553.500000 Penalty: 1025.775146
	Iteration 13Q: 3 clusters Score -5001554 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -5001848.500000 Penalty: 1025.775146
	Iteration 14Q: 3 clusters Score -5001848 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5002157.000000 Penalty: 1025.775146
	Iteration 15Q: 3 clusters Score -5002157 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5002439.500000 Penalty: 1025.775146
	Iteration 16Q: 3 clusters Score -5002440 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5002707.500000 Penalty: 1025.775146
	Iteration 17Q: 3 clusters Score -5002708 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5002922.500000 Penalty: 1025.775146
	Iteration 18Q: 3 clusters Score -5002922 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -5003103.500000 Penalty: 1025.775146
	Iteration 19Q: 3 clusters Score -5003104 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -5003271.500000 Penalty: 1025.775146
	Iteration 20F: 3 clusters Score -5003272 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -5003431.500000 Penalty: 1025.775146
	Iteration 21Q: 3 clusters Score -5003432 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -5003573.000000 Penalty: 1025.775146
	Iteration 22Q: 3 clusters Score -5003573 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -5003751.000000 Penalty: 1025.775146
	Iteration 23Q: 3 clusters Score -5003751 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -5003843.500000 Penalty: 1025.775146
	Iteration 24Q: 3 clusters Score -5003844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -5003951.500000 Penalty: 1025.775146
	Iteration 25Q: 3 clusters Score -5003952 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -5004033.000000 Penalty: 1025.775146
	Iteration 26Q: 3 clusters Score -5004033 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5004135.000000 Penalty: 1025.775146
	Iteration 27Q: 3 clusters Score -5004135 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5004219.500000 Penalty: 1025.775146
	Iteration 28Q: 3 clusters Score -5004220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5004229.000000 Penalty: 1025.775146
	Iteration 29Q: 3 clusters Score -5004229 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -5004300.500000 Penalty: 1025.775146
	Iteration 30Q: 3 clusters Score -5004300 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5004352.500000 Penalty: 1025.775146
	Iteration 31Q: 3 clusters Score -5004352 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -5004414.500000 Penalty: 1025.775146
	Iteration 32Q: 3 clusters Score -5004414 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5004477.000000 Penalty: 1025.775146
	Iteration 33Q: 3 clusters Score -5004477 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5004556.500000 Penalty: 1025.775146
	Iteration 34Q: 3 clusters Score -5004556 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5004614.000000 Penalty: 1025.775146
	Iteration 35Q: 3 clusters Score -5004614 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5004660.000000 Penalty: 1025.775146
	Iteration 36Q: 3 clusters Score -5004660 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5004720.000000 Penalty: 1025.775146
	Iteration 37Q: 3 clusters Score -5004720 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -5004820.000000 Penalty: 1025.775146
	Iteration 38Q: 3 clusters Score -5004820 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5004965.000000 Penalty: 1025.775146
	Iteration 39Q: 3 clusters Score -5004965 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5005155.500000 Penalty: 1025.775146
	Iteration 40F: 3 clusters Score -5005156 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5005250.000000 Penalty: 1025.775146
	Iteration 41Q: 3 clusters Score -5005250 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5005345.000000 Penalty: 1025.775146
	Iteration 42Q: 3 clusters Score -5005345 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5005516.000000 Penalty: 1025.775146
	Iteration 43Q: 3 clusters Score -5005516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5005634.000000 Penalty: 1025.775146
	Iteration 44Q: 3 clusters Score -5005634 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5005783.000000 Penalty: 1025.775146
	Iteration 45Q: 3 clusters Score -5005783 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5005898.000000 Penalty: 1025.775146
	Iteration 46Q: 3 clusters Score -5005898 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5005981.000000 Penalty: 1025.775146
	Iteration 47Q: 3 clusters Score -5005981 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5006039.000000 Penalty: 1025.775146
	Iteration 48Q: 3 clusters Score -5006039 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5006096.500000 Penalty: 1025.775146
	Iteration 49Q: 3 clusters Score -5006096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5006157.000000 Penalty: 1025.775146
	Iteration 50Q: 3 clusters Score -5006157 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5006182.000000 Penalty: 1025.775146
	Iteration 51Q: 3 clusters Score -5006182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5006211.500000 Penalty: 1025.775146
	Iteration 52Q: 3 clusters Score -5006212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5006219.000000 Penalty: 1025.775146
	Iteration 53Q: 3 clusters Score -5006219 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5006234.000000 Penalty: 1025.775146
	Iteration 54Q: 3 clusters Score -5006234 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5006221.000000 Penalty: 1025.775146
	Iteration 55Q: 3 clusters Score -5006221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5006215.000000 Penalty: 1025.775146
	Iteration 56Q: 3 clusters Score -5006215 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5006217.500000 Penalty: 1025.775146
	Iteration 57Q: 3 clusters Score -5006218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5006227.000000 Penalty: 1025.775146
	Iteration 58Q: 3 clusters Score -5006227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5006233.000000 Penalty: 1025.775146
	Iteration 59Q: 3 clusters Score -5006233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5006230.000000 Penalty: 1025.775146
	Iteration 60F: 3 clusters Score -5006230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5006238.000000 Penalty: 1025.775146
	Iteration 61Q: 3 clusters Score -5006238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5006226.000000 Penalty: 1025.775146
	Iteration 62Q: 3 clusters Score -5006226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5006217.000000 Penalty: 1025.775146
	Iteration 63Q: 3 clusters Score -5006217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5006220.500000 Penalty: 1025.775146
	Iteration 64Q: 3 clusters Score -5006220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5006211.000000 Penalty: 1025.775146
	Iteration 65Q: 3 clusters Score -5006211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5006203.500000 Penalty: 1025.775146
	Iteration 66Q: 3 clusters Score -5006204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5006200.000000 Penalty: 1025.775146
	Iteration 67Q: 3 clusters Score -5006200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5006202.000000 Penalty: 1025.775146
	Iteration 68Q: 3 clusters Score -5006202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5006191.500000 Penalty: 1025.775146
	Iteration 69Q: 3 clusters Score -5006192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5006192.000000 Penalty: 1025.775146
	Iteration 70Q: 3 clusters Score -5006192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5006179.000000 Penalty: 1025.775146
	Iteration 71Q: 3 clusters Score -5006179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5006182.000000 Penalty: 1025.775146
	Iteration 72Q: 3 clusters Score -5006182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5006178.500000 Penalty: 1025.775146
	Iteration 73Q: 3 clusters Score -5006178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5006178.000000 Penalty: 1025.775146
	Iteration 74Q: 3 clusters Score -5006178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5006175.500000 Penalty: 1025.775146
	Iteration 75Q: 3 clusters Score -5006176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5006176.000000 Penalty: 1025.775146
	Iteration 76Q: 3 clusters Score -5006176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5006175.500000 Penalty: 1025.775146
	Iteration 77Q: 3 clusters Score -5006176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5006174.500000 Penalty: 1025.775146
	Iteration 78Q: 3 clusters Score -5006174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5006173.500000 Penalty: 1025.775146
	Iteration 79Q: 3 clusters Score -5006174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5006179.000000 Penalty: 1025.775146
	Iteration 80F: 3 clusters Score -5006179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5006185.000000 Penalty: 1025.775146
	Iteration 81Q: 3 clusters Score -5006185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5006185.500000 Penalty: 1025.775146
	Iteration 82Q: 3 clusters Score -5006186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5006187.500000 Penalty: 1025.775146
	Iteration 83Q: 3 clusters Score -5006188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5006182.000000 Penalty: 1025.775146
	Iteration 84Q: 3 clusters Score -5006182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5006182.000000 Penalty: 1025.775146
	Iteration 85Q: 3 clusters Score -5006182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5006181.500000 Penalty: 1025.775146
	Iteration 86Q: 3 clusters Score -5006182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5006180.500000 Penalty: 1025.775146
	Iteration 87Q: 3 clusters Score -5006180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5006181.000000 Penalty: 1025.775146
	Iteration 88Q: 3 clusters Score -5006181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5006181.000000 Penalty: 1025.775146
	Iteration 89F: 3 clusters Score -5006181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Entering Unmasked Estep 
Score: -1973733.375000 Penalty: 469.466522
	Iteration 0F: 2 clusters Score -1973733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1953752.625000 Penalty: 938.933044
	Iteration 0F: 3 clusters Score -1953753 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1962672.000000 Penalty: 938.933044
	Iteration 1F: 3 clusters Score -1962672 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1963600.625000 Penalty: 938.933044
	Iteration 2F: 3 clusters Score -1963601 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1964975.750000 Penalty: 938.933044
	Iteration 3F: 3 clusters Score -1964976 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1966653.750000 Penalty: 938.933044
	Iteration 4F: 3 clusters Score -1966654 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1968000.625000 Penalty: 938.933044
	Iteration 5F: 3 clusters Score -1968001 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1968587.125000 Penalty: 938.933044
	Iteration 6Q: 3 clusters Score -1968587 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1968845.750000 Penalty: 938.933044
	Iteration 7Q: 3 clusters Score -1968846 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1968994.000000 Penalty: 938.933044
	Iteration 8Q: 3 clusters Score -1968994 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1969115.125000 Penalty: 938.933044
	Iteration 9Q: 3 clusters Score -1969115 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1969240.250000 Penalty: 938.933044
	Iteration 10Q: 3 clusters Score -1969240 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1969374.125000 Penalty: 938.933044
	Iteration 11Q: 3 clusters Score -1969374 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1969516.375000 Penalty: 938.933044
	Iteration 12Q: 3 clusters Score -1969516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1969629.625000 Penalty: 938.933044
	Iteration 13Q: 3 clusters Score -1969630 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1969749.875000 Penalty: 938.933044
	Iteration 14Q: 3 clusters Score -1969750 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1969883.625000 Penalty: 938.933044
	Iteration 15Q: 3 clusters Score -1969884 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1970022.125000 Penalty: 938.933044
	Iteration 16Q: 3 clusters Score -1970022 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1970160.000000 Penalty: 938.933044
	Iteration 17Q: 3 clusters Score -1970160 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1970317.750000 Penalty: 938.933044
	Iteration 18Q: 3 clusters Score -1970318 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1970461.250000 Penalty: 938.933044
	Iteration 19Q: 3 clusters Score -1970461 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1970624.000000 Penalty: 938.933044
	Iteration 20F: 3 clusters Score -1970624 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1970766.125000 Penalty: 938.933044
	Iteration 21Q: 3 clusters Score -1970766 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1970897.125000 Penalty: 938.933044
	Iteration 22Q: 3 clusters Score -1970897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1971007.750000 Penalty: 938.933044
	Iteration 23Q: 3 clusters Score -1971008 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1971127.250000 Penalty: 938.933044
	Iteration 24Q: 3 clusters Score -1971127 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1971228.125000 Penalty: 938.933044
	Iteration 25Q: 3 clusters Score -1971228 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1971314.875000 Penalty: 938.933044
	Iteration 26Q: 3 clusters Score -1971315 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1971383.250000 Penalty: 938.933044
	Iteration 27Q: 3 clusters Score -1971383 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1971457.750000 Penalty: 938.933044
	Iteration 28Q: 3 clusters Score -1971458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1971515.875000 Penalty: 938.933044
	Iteration 29Q: 3 clusters Score -1971516 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1971576.125000 Penalty: 938.933044
	Iteration 30Q: 3 clusters Score -1971576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1971624.500000 Penalty: 938.933044
	Iteration 31Q: 3 clusters Score -1971624 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1971674.125000 Penalty: 938.933044
	Iteration 32Q: 3 clusters Score -1971674 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1971735.625000 Penalty: 938.933044
	Iteration 33Q: 3 clusters Score -1971736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1971773.500000 Penalty: 938.933044
	Iteration 34Q: 3 clusters Score -1971774 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1971809.625000 Penalty: 938.933044
	Iteration 35Q: 3 clusters Score -1971810 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1971842.375000 Penalty: 938.933044
	Iteration 36Q: 3 clusters Score -1971842 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1971872.375000 Penalty: 938.933044
	Iteration 37Q: 3 clusters Score -1971872 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1971907.125000 Penalty: 938.933044
	Iteration 38Q: 3 clusters Score -1971907 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1971951.625000 Penalty: 938.933044
	Iteration 39Q: 3 clusters Score -1971952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1971986.375000 Penalty: 938.933044
	Iteration 40F: 3 clusters Score -1971986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1972028.125000 Penalty: 938.933044
	Iteration 41Q: 3 clusters Score -1972028 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1972063.500000 Penalty: 938.933044
	Iteration 42Q: 3 clusters Score -1972064 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1972099.125000 Penalty: 938.933044
	Iteration 43Q: 3 clusters Score -1972099 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1972129.625000 Penalty: 938.933044
	Iteration 44Q: 3 clusters Score -1972130 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1972149.625000 Penalty: 938.933044
	Iteration 45Q: 3 clusters Score -1972150 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1972195.125000 Penalty: 938.933044
	Iteration 46Q: 3 clusters Score -1972195 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1972232.625000 Penalty: 938.933044
	Iteration 47Q: 3 clusters Score -1972233 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1972279.125000 Penalty: 938.933044
	Iteration 48Q: 3 clusters Score -1972279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1972341.500000 Penalty: 938.933044
	Iteration 49Q: 3 clusters Score -1972342 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1972392.875000 Penalty: 938.933044
	Iteration 50Q: 3 clusters Score -1972393 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1972442.875000 Penalty: 938.933044
	Iteration 51Q: 3 clusters Score -1972443 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1972503.875000 Penalty: 938.933044
	Iteration 52Q: 3 clusters Score -1972504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1972536.000000 Penalty: 938.933044
	Iteration 53Q: 3 clusters Score -1972536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1972570.250000 Penalty: 938.933044
	Iteration 54Q: 3 clusters Score -1972570 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1972589.000000 Penalty: 938.933044
	Iteration 55Q: 3 clusters Score -1972589 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1972613.000000 Penalty: 938.933044
	Iteration 56Q: 3 clusters Score -1972613 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1972640.125000 Penalty: 938.933044
	Iteration 57Q: 3 clusters Score -1972640 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1972664.250000 Penalty: 938.933044
	Iteration 58Q: 3 clusters Score -1972664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1972692.625000 Penalty: 938.933044
	Iteration 59Q: 3 clusters Score -1972693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1972702.500000 Penalty: 938.933044
	Iteration 60F: 3 clusters Score -1972702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1972722.625000 Penalty: 938.933044
	Iteration 61Q: 3 clusters Score -1972723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1972750.625000 Penalty: 938.933044
	Iteration 62Q: 3 clusters Score -1972751 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1972775.500000 Penalty: 938.933044
	Iteration 63Q: 3 clusters Score -1972776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1972798.000000 Penalty: 938.933044
	Iteration 64Q: 3 clusters Score -1972798 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1972820.250000 Penalty: 938.933044
	Iteration 65Q: 3 clusters Score -1972820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1972833.250000 Penalty: 938.933044
	Iteration 66Q: 3 clusters Score -1972833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1972863.500000 Penalty: 938.933044
	Iteration 67Q: 3 clusters Score -1972864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1972879.500000 Penalty: 938.933044
	Iteration 68Q: 3 clusters Score -1972880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1972893.625000 Penalty: 938.933044
	Iteration 69Q: 3 clusters Score -1972894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1972905.875000 Penalty: 938.933044
	Iteration 70Q: 3 clusters Score -1972906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1972921.625000 Penalty: 938.933044
	Iteration 71Q: 3 clusters Score -1972922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1972942.000000 Penalty: 938.933044
	Iteration 72Q: 3 clusters Score -1972942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1972941.625000 Penalty: 938.933044
	Iteration 73Q: 3 clusters Score -1972942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1972951.375000 Penalty: 938.933044
	Iteration 74Q: 3 clusters Score -1972951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1972963.625000 Penalty: 938.933044
	Iteration 75Q: 3 clusters Score -1972964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1972961.875000 Penalty: 938.933044
	Iteration 76Q: 3 clusters Score -1972962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1972966.000000 Penalty: 938.933044
	Iteration 77Q: 3 clusters Score -1972966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1972960.750000 Penalty: 938.933044
	Iteration 78Q: 3 clusters Score -1972961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1972962.375000 Penalty: 938.933044
	Iteration 79Q: 3 clusters Score -1972962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1972969.625000 Penalty: 938.933044
	Iteration 80F: 3 clusters Score -1972970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1972976.125000 Penalty: 938.933044
	Iteration 81Q: 3 clusters Score -1972976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1972972.500000 Penalty: 938.933044
	Iteration 82Q: 3 clusters Score -1972972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1972977.125000 Penalty: 938.933044
	Iteration 83Q: 3 clusters Score -1972977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1972986.625000 Penalty: 938.933044
	Iteration 84Q: 3 clusters Score -1972987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1972994.875000 Penalty: 938.933044
	Iteration 85Q: 3 clusters Score -1972995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1972996.000000 Penalty: 938.933044
	Iteration 86Q: 3 clusters Score -1972996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1973000.875000 Penalty: 938.933044
	Iteration 87Q: 3 clusters Score -1973001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1973006.000000 Penalty: 938.933044
	Iteration 88Q: 3 clusters Score -1973006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1973003.125000 Penalty: 938.933044
	Iteration 89Q: 3 clusters Score -1973003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1973008.750000 Penalty: 938.933044
	Iteration 90Q: 3 clusters Score -1973009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1973013.500000 Penalty: 938.933044
	Iteration 91Q: 3 clusters Score -1973014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1973020.125000 Penalty: 938.933044
	Iteration 92Q: 3 clusters Score -1973020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1973029.250000 Penalty: 938.933044
	Iteration 93Q: 3 clusters Score -1973029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1973031.750000 Penalty: 938.933044
	Iteration 94Q: 3 clusters Score -1973032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1973035.875000 Penalty: 938.933044
	Iteration 95Q: 3 clusters Score -1973036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1973043.000000 Penalty: 938.933044
	Iteration 96Q: 3 clusters Score -1973043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1973045.875000 Penalty: 938.933044
	Iteration 97Q: 3 clusters Score -1973046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1973050.125000 Penalty: 938.933044
	Iteration 98Q: 3 clusters Score -1973050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1973053.375000 Penalty: 938.933044
	Iteration 99Q: 3 clusters Score -1973053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1973056.250000 Penalty: 938.933044
	Iteration 100F: 3 clusters Score -1973056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1973059.125000 Penalty: 938.933044
	Iteration 101Q: 3 clusters Score -1973059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1973058.750000 Penalty: 938.933044
	Iteration 102Q: 3 clusters Score -1973059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1973064.375000 Penalty: 938.933044
	Iteration 103Q: 3 clusters Score -1973064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1973070.625000 Penalty: 938.933044
	Iteration 104Q: 3 clusters Score -1973071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1973072.000000 Penalty: 938.933044
	Iteration 105Q: 3 clusters Score -1973072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1973077.250000 Penalty: 938.933044
	Iteration 106Q: 3 clusters Score -1973077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1973082.875000 Penalty: 938.933044
	Iteration 107Q: 3 clusters Score -1973083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1973090.500000 Penalty: 938.933044
	Iteration 108Q: 3 clusters Score -1973090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1973091.250000 Penalty: 938.933044
	Iteration 109Q: 3 clusters Score -1973091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1973104.125000 Penalty: 938.933044
	Iteration 110Q: 3 clusters Score -1973104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1973110.125000 Penalty: 938.933044
	Iteration 111Q: 3 clusters Score -1973110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1973116.125000 Penalty: 938.933044
	Iteration 112Q: 3 clusters Score -1973116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1973123.625000 Penalty: 938.933044
	Iteration 113Q: 3 clusters Score -1973124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1973133.375000 Penalty: 938.933044
	Iteration 114Q: 3 clusters Score -1973133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1973138.750000 Penalty: 938.933044
	Iteration 115Q: 3 clusters Score -1973139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1973155.250000 Penalty: 938.933044
	Iteration 116Q: 3 clusters Score -1973155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1973161.000000 Penalty: 938.933044
	Iteration 117Q: 3 clusters Score -1973161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1973162.375000 Penalty: 938.933044
	Iteration 118Q: 3 clusters Score -1973162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1973165.500000 Penalty: 938.933044
	Iteration 119Q: 3 clusters Score -1973166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1973172.750000 Penalty: 938.933044
	Iteration 120F: 3 clusters Score -1973173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1973181.250000 Penalty: 938.933044
	Iteration 121Q: 3 clusters Score -1973181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1973195.625000 Penalty: 938.933044
	Iteration 122Q: 3 clusters Score -1973196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1973197.250000 Penalty: 938.933044
	Iteration 123Q: 3 clusters Score -1973197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1973213.625000 Penalty: 938.933044
	Iteration 124Q: 3 clusters Score -1973214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1973217.000000 Penalty: 938.933044
	Iteration 125Q: 3 clusters Score -1973217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1973227.375000 Penalty: 938.933044
	Iteration 126Q: 3 clusters Score -1973227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1973239.250000 Penalty: 938.933044
	Iteration 127Q: 3 clusters Score -1973239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1973247.000000 Penalty: 938.933044
	Iteration 128Q: 3 clusters Score -1973247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1973249.000000 Penalty: 938.933044
	Iteration 129Q: 3 clusters Score -1973249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1973251.250000 Penalty: 938.933044
	Iteration 130Q: 3 clusters Score -1973251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1973258.000000 Penalty: 938.933044
	Iteration 131Q: 3 clusters Score -1973258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1973260.125000 Penalty: 938.933044
	Iteration 132Q: 3 clusters Score -1973260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1973263.000000 Penalty: 938.933044
	Iteration 133Q: 3 clusters Score -1973263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1973267.750000 Penalty: 938.933044
	Iteration 134Q: 3 clusters Score -1973268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1973272.250000 Penalty: 938.933044
	Iteration 135Q: 3 clusters Score -1973272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1973277.125000 Penalty: 938.933044
	Iteration 136Q: 3 clusters Score -1973277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1973280.875000 Penalty: 938.933044
	Iteration 137Q: 3 clusters Score -1973281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1973285.500000 Penalty: 938.933044
	Iteration 138Q: 3 clusters Score -1973286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1973282.625000 Penalty: 938.933044
	Iteration 139Q: 3 clusters Score -1973283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1973285.125000 Penalty: 938.933044
	Iteration 140F: 3 clusters Score -1973285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1973287.250000 Penalty: 938.933044
	Iteration 141Q: 3 clusters Score -1973287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1973288.750000 Penalty: 938.933044
	Iteration 142Q: 3 clusters Score -1973289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1973288.625000 Penalty: 938.933044
	Iteration 143Q: 3 clusters Score -1973289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1973288.500000 Penalty: 938.933044
	Iteration 144Q: 3 clusters Score -1973288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1973289.625000 Penalty: 938.933044
	Iteration 145Q: 3 clusters Score -1973290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1973292.750000 Penalty: 938.933044
	Iteration 146Q: 3 clusters Score -1973293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1973295.875000 Penalty: 938.933044
	Iteration 147Q: 3 clusters Score -1973296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1973297.875000 Penalty: 938.933044
	Iteration 148Q: 3 clusters Score -1973298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1973299.500000 Penalty: 938.933044
	Iteration 149Q: 3 clusters Score -1973300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1973299.000000 Penalty: 938.933044
	Iteration 150Q: 3 clusters Score -1973299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1973300.875000 Penalty: 938.933044
	Iteration 151Q: 3 clusters Score -1973301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1973302.875000 Penalty: 938.933044
	Iteration 152Q: 3 clusters Score -1973303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1973301.625000 Penalty: 938.933044
	Iteration 153Q: 3 clusters Score -1973302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1973303.500000 Penalty: 938.933044
	Iteration 154Q: 3 clusters Score -1973304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1973302.375000 Penalty: 938.933044
	Iteration 155Q: 3 clusters Score -1973302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1973302.000000 Penalty: 938.933044
	Iteration 156Q: 3 clusters Score -1973302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1973300.875000 Penalty: 938.933044
	Iteration 157Q: 3 clusters Score -1973301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1973301.750000 Penalty: 938.933044
	Iteration 158Q: 3 clusters Score -1973302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1973300.125000 Penalty: 938.933044
	Iteration 159Q: 3 clusters Score -1973300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1973301.250000 Penalty: 938.933044
	Iteration 160F: 3 clusters Score -1973301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1973300.875000 Penalty: 938.933044
	Iteration 161Q: 3 clusters Score -1973301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1973301.750000 Penalty: 938.933044
	Iteration 162Q: 3 clusters Score -1973302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1973301.375000 Penalty: 938.933044
	Iteration 163Q: 3 clusters Score -1973301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1973301.375000 Penalty: 938.933044
	Iteration 164Q: 3 clusters Score -1973301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1973300.750000 Penalty: 938.933044
	Iteration 165Q: 3 clusters Score -1973301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1973300.375000 Penalty: 938.933044
	Iteration 166Q: 3 clusters Score -1973300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1973301.375000 Penalty: 938.933044
	Iteration 167Q: 3 clusters Score -1973301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1973298.125000 Penalty: 938.933044
	Iteration 168Q: 3 clusters Score -1973298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1973300.125000 Penalty: 938.933044
	Iteration 169Q: 3 clusters Score -1973300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1973298.625000 Penalty: 938.933044
	Iteration 170Q: 3 clusters Score -1973299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1973303.250000 Penalty: 938.933044
	Iteration 171Q: 3 clusters Score -1973303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1973306.500000 Penalty: 938.933044
	Iteration 172Q: 3 clusters Score -1973306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1973307.500000 Penalty: 938.933044
	Iteration 173Q: 3 clusters Score -1973308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1973308.500000 Penalty: 938.933044
	Iteration 174Q: 3 clusters Score -1973308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1973308.375000 Penalty: 938.933044
	Iteration 175Q: 3 clusters Score -1973308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1973309.750000 Penalty: 938.933044
	Iteration 176Q: 3 clusters Score -1973310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1973312.500000 Penalty: 938.933044
	Iteration 177Q: 3 clusters Score -1973312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1973312.625000 Penalty: 938.933044
	Iteration 178Q: 3 clusters Score -1973313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1973314.500000 Penalty: 938.933044
	Iteration 179Q: 3 clusters Score -1973314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1973314.000000 Penalty: 938.933044
	Iteration 180F: 3 clusters Score -1973314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1973314.125000 Penalty: 938.933044
	Iteration 181Q: 3 clusters Score -1973314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1973316.500000 Penalty: 938.933044
	Iteration 182Q: 3 clusters Score -1973316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1973319.500000 Penalty: 938.933044
	Iteration 183Q: 3 clusters Score -1973320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1973320.750000 Penalty: 938.933044
	Iteration 184Q: 3 clusters Score -1973321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1973318.000000 Penalty: 938.933044
	Iteration 185Q: 3 clusters Score -1973318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1973319.250000 Penalty: 938.933044
	Iteration 186Q: 3 clusters Score -1973319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1973319.750000 Penalty: 938.933044
	Iteration 187Q: 3 clusters Score -1973320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1973319.750000 Penalty: 938.933044
	Iteration 188F: 3 clusters Score -1973320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Entering Unmasked Estep 
Score: -3906968.750000 Penalty: 503.927734
	Iteration 0F: 2 clusters Score -3906969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3865022.500000 Penalty: 1007.855469
	Iteration 0F: 3 clusters Score -3865022 nChanged 31240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3884900.000000 Penalty: 1007.855469
	Iteration 1F: 3 clusters Score -3884900 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3886517.250000 Penalty: 1007.855469
	Iteration 2Q: 3 clusters Score -3886517 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3888974.500000 Penalty: 1007.855469
	Iteration 3F: 3 clusters Score -3888974 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3892236.000000 Penalty: 1007.855469
	Iteration 4F: 3 clusters Score -3892236 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3895066.000000 Penalty: 1007.855469
	Iteration 5F: 3 clusters Score -3895066 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3896486.250000 Penalty: 1007.855469
	Iteration 6Q: 3 clusters Score -3896486 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3897030.000000 Penalty: 1007.855469
	Iteration 7Q: 3 clusters Score -3897030 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3897370.500000 Penalty: 1007.855469
	Iteration 8Q: 3 clusters Score -3897370 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3897711.000000 Penalty: 1007.855469
	Iteration 9Q: 3 clusters Score -3897711 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3898015.000000 Penalty: 1007.855469
	Iteration 10Q: 3 clusters Score -3898015 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3898396.750000 Penalty: 1007.855469
	Iteration 11Q: 3 clusters Score -3898397 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3898754.000000 Penalty: 1007.855469
	Iteration 12Q: 3 clusters Score -3898754 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3899067.250000 Penalty: 1007.855469
	Iteration 13Q: 3 clusters Score -3899067 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3899440.250000 Penalty: 1007.855469
	Iteration 14Q: 3 clusters Score -3899440 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3899842.250000 Penalty: 1007.855469
	Iteration 15Q: 3 clusters Score -3899842 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3900254.750000 Penalty: 1007.855469
	Iteration 16Q: 3 clusters Score -3900255 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3900615.000000 Penalty: 1007.855469
	Iteration 17Q: 3 clusters Score -3900615 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3900968.750000 Penalty: 1007.855469
	Iteration 18Q: 3 clusters Score -3900969 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3901355.000000 Penalty: 1007.855469
	Iteration 19Q: 3 clusters Score -3901355 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3901745.000000 Penalty: 1007.855469
	Iteration 20F: 3 clusters Score -3901745 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3902173.500000 Penalty: 1007.855469
	Iteration 21Q: 3 clusters Score -3902174 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3902584.000000 Penalty: 1007.855469
	Iteration 22Q: 3 clusters Score -3902584 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3902996.750000 Penalty: 1007.855469
	Iteration 23Q: 3 clusters Score -3902997 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3903445.000000 Penalty: 1007.855469
	Iteration 24Q: 3 clusters Score -3903445 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3903910.750000 Penalty: 1007.855469
	Iteration 25Q: 3 clusters Score -3903911 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3904328.000000 Penalty: 1007.855469
	Iteration 26Q: 3 clusters Score -3904328 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3904774.750000 Penalty: 1007.855469
	Iteration 27Q: 3 clusters Score -3904775 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3905196.500000 Penalty: 1007.855469
	Iteration 28Q: 3 clusters Score -3905196 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3905565.250000 Penalty: 1007.855469
	Iteration 29Q: 3 clusters Score -3905565 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3905816.000000 Penalty: 1007.855469
	Iteration 30Q: 3 clusters Score -3905816 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3906000.500000 Penalty: 1007.855469
	Iteration 31Q: 3 clusters Score -3906000 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3906140.500000 Penalty: 1007.855469
	Iteration 32Q: 3 clusters Score -3906140 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3906243.750000 Penalty: 1007.855469
	Iteration 33Q: 3 clusters Score -3906244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3906347.000000 Penalty: 1007.855469
	Iteration 34Q: 3 clusters Score -3906347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3906401.750000 Penalty: 1007.855469
	Iteration 35Q: 3 clusters Score -3906402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3906449.750000 Penalty: 1007.855469
	Iteration 36Q: 3 clusters Score -3906450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3906474.750000 Penalty: 1007.855469
	Iteration 37Q: 3 clusters Score -3906475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3906487.500000 Penalty: 1007.855469
	Iteration 38Q: 3 clusters Score -3906488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3906502.750000 Penalty: 1007.855469
	Iteration 39Q: 3 clusters Score -3906503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3906510.000000 Penalty: 1007.855469
	Iteration 40F: 3 clusters Score -3906510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3906515.000000 Penalty: 1007.855469
	Iteration 41Q: 3 clusters Score -3906515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3906515.000000 Penalty: 1007.855469
	Iteration 42Q: 3 clusters Score -3906515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3906519.250000 Penalty: 1007.855469
	Iteration 43Q: 3 clusters Score -3906519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3906519.250000 Penalty: 1007.855469
	Iteration 44Q: 3 clusters Score -3906519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3906527.250000 Penalty: 1007.855469
	Iteration 45Q: 3 clusters Score -3906527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3906526.500000 Penalty: 1007.855469
	Iteration 46Q: 3 clusters Score -3906526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3906524.500000 Penalty: 1007.855469
	Iteration 47Q: 3 clusters Score -3906524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3906530.000000 Penalty: 1007.855469
	Iteration 48Q: 3 clusters Score -3906530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3906529.500000 Penalty: 1007.855469
	Iteration 49Q: 3 clusters Score -3906530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3906527.500000 Penalty: 1007.855469
	Iteration 50Q: 3 clusters Score -3906528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3906527.500000 Penalty: 1007.855469
	Iteration 51F: 3 clusters Score -3906528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -128212.992188 Penalty: 352.770355
	Iteration 0F: 2 clusters Score -128213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -126554.414062 Penalty: 705.540710
	Iteration 0F: 3 clusters Score -126554.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -127099.718750 Penalty: 705.540710
	Iteration 1F: 3 clusters Score -127099.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127226.273438 Penalty: 705.540710
	Iteration 2F: 3 clusters Score -127226.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -127358.476562 Penalty: 705.540710
	Iteration 3F: 3 clusters Score -127358.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -127486.937500 Penalty: 705.540710
	Iteration 4F: 3 clusters Score -127486.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -127590.898438 Penalty: 705.540710
	Iteration 5F: 3 clusters Score -127590.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127657.781250 Penalty: 705.540710
	Iteration 6Q: 3 clusters Score -127657.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127720.625000 Penalty: 705.540710
	Iteration 7Q: 3 clusters Score -127720.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -127770.679688 Penalty: 705.540710
	Iteration 8Q: 3 clusters Score -127770.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -127821.765625 Penalty: 705.540710
	Iteration 9Q: 3 clusters Score -127821.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127875.500000 Penalty: 705.540710
	Iteration 10Q: 3 clusters Score -127875.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127914.289062 Penalty: 705.540710
	Iteration 11Q: 3 clusters Score -127914.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127940.171875 Penalty: 705.540710
	Iteration 12Q: 3 clusters Score -127940.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127960.125000 Penalty: 705.540710
	Iteration 13Q: 3 clusters Score -127960.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127971.398438 Penalty: 705.540710
	Iteration 14Q: 3 clusters Score -127971.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127979.242188 Penalty: 705.540710
	Iteration 15Q: 3 clusters Score -127979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127982.335938 Penalty: 705.540710
	Iteration 16Q: 3 clusters Score -127982.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127985.835938 Penalty: 705.540710
	Iteration 17Q: 3 clusters Score -127985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127987.218750 Penalty: 705.540710
	Iteration 18Q: 3 clusters Score -127987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127989.593750 Penalty: 705.540710
	Iteration 19Q: 3 clusters Score -127989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127991.468750 Penalty: 705.540710
	Iteration 20F: 3 clusters Score -127991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127991.750000 Penalty: 705.540710
	Iteration 21Q: 3 clusters Score -127991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127991.750000 Penalty: 705.540710
	Iteration 22F: 3 clusters Score -127991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Entering Unmasked Estep 
Score: -2933773.750000 Penalty: 487.129364
	Iteration 0F: 2 clusters Score -2933774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2905789.750000 Penalty: 974.258728
	Iteration 0F: 3 clusters Score -2905790 nChanged 21583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2918756.750000 Penalty: 974.258728
	Iteration 1F: 3 clusters Score -2918757 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2919312.500000 Penalty: 974.258728
	Iteration 2Q: 3 clusters Score -2919312 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2920092.000000 Penalty: 974.258728
	Iteration 3Q: 3 clusters Score -2920092 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2921244.500000 Penalty: 974.258728
	Iteration 4Q: 3 clusters Score -2921244 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2923049.750000 Penalty: 974.258728
	Iteration 5F: 3 clusters Score -2923050 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2925261.000000 Penalty: 974.258728
	Iteration 6F: 3 clusters Score -2925261 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2927107.000000 Penalty: 974.258728
	Iteration 7F: 3 clusters Score -2927107 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2927884.250000 Penalty: 974.258728
	Iteration 8Q: 3 clusters Score -2927884 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2928100.250000 Penalty: 974.258728
	Iteration 9Q: 3 clusters Score -2928100 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2928217.000000 Penalty: 974.258728
	Iteration 10Q: 3 clusters Score -2928217 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2928288.750000 Penalty: 974.258728
	Iteration 11Q: 3 clusters Score -2928289 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2928359.000000 Penalty: 974.258728
	Iteration 12Q: 3 clusters Score -2928359 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2928432.000000 Penalty: 974.258728
	Iteration 13Q: 3 clusters Score -2928432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2928539.500000 Penalty: 974.258728
	Iteration 14Q: 3 clusters Score -2928540 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2928585.750000 Penalty: 974.258728
	Iteration 15Q: 3 clusters Score -2928586 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2928682.500000 Penalty: 974.258728
	Iteration 16Q: 3 clusters Score -2928682 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2928777.000000 Penalty: 974.258728
	Iteration 17Q: 3 clusters Score -2928777 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2928876.000000 Penalty: 974.258728
	Iteration 18Q: 3 clusters Score -2928876 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2928946.750000 Penalty: 974.258728
	Iteration 19Q: 3 clusters Score -2928947 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2929028.000000 Penalty: 974.258728
	Iteration 20F: 3 clusters Score -2929028 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2929106.000000 Penalty: 974.258728
	Iteration 21Q: 3 clusters Score -2929106 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2929189.000000 Penalty: 974.258728
	Iteration 22Q: 3 clusters Score -2929189 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2929293.000000 Penalty: 974.258728
	Iteration 23Q: 3 clusters Score -2929293 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2929375.500000 Penalty: 974.258728
	Iteration 24Q: 3 clusters Score -2929376 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2929476.250000 Penalty: 974.258728
	Iteration 25Q: 3 clusters Score -2929476 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2929575.250000 Penalty: 974.258728
	Iteration 26Q: 3 clusters Score -2929575 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2929659.250000 Penalty: 974.258728
	Iteration 27Q: 3 clusters Score -2929659 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2929776.250000 Penalty: 974.258728
	Iteration 28Q: 3 clusters Score -2929776 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2929859.750000 Penalty: 974.258728
	Iteration 29Q: 3 clusters Score -2929860 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2929953.750000 Penalty: 974.258728
	Iteration 30Q: 3 clusters Score -2929954 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2930035.000000 Penalty: 974.258728
	Iteration 31Q: 3 clusters Score -2930035 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2930146.500000 Penalty: 974.258728
	Iteration 32Q: 3 clusters Score -2930146 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2930249.500000 Penalty: 974.258728
	Iteration 33Q: 3 clusters Score -2930250 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2930377.000000 Penalty: 974.258728
	Iteration 34Q: 3 clusters Score -2930377 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2930483.250000 Penalty: 974.258728
	Iteration 35Q: 3 clusters Score -2930483 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2930591.000000 Penalty: 974.258728
	Iteration 36Q: 3 clusters Score -2930591 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2930719.250000 Penalty: 974.258728
	Iteration 37Q: 3 clusters Score -2930719 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2930862.000000 Penalty: 974.258728
	Iteration 38Q: 3 clusters Score -2930862 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2931021.750000 Penalty: 974.258728
	Iteration 39Q: 3 clusters Score -2931022 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2931159.250000 Penalty: 974.258728
	Iteration 40F: 3 clusters Score -2931159 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2931323.500000 Penalty: 974.258728
	Iteration 41Q: 3 clusters Score -2931324 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2931472.500000 Penalty: 974.258728
	Iteration 42Q: 3 clusters Score -2931472 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2931625.000000 Penalty: 974.258728
	Iteration 43Q: 3 clusters Score -2931625 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2931769.250000 Penalty: 974.258728
	Iteration 44Q: 3 clusters Score -2931769 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2931891.250000 Penalty: 974.258728
	Iteration 45Q: 3 clusters Score -2931891 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2932028.750000 Penalty: 974.258728
	Iteration 46Q: 3 clusters Score -2932029 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2932142.750000 Penalty: 974.258728
	Iteration 47Q: 3 clusters Score -2932143 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2932297.750000 Penalty: 974.258728
	Iteration 48Q: 3 clusters Score -2932298 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2932429.000000 Penalty: 974.258728
	Iteration 49Q: 3 clusters Score -2932429 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2932559.000000 Penalty: 974.258728
	Iteration 50Q: 3 clusters Score -2932559 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2932662.000000 Penalty: 974.258728
	Iteration 51Q: 3 clusters Score -2932662 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2932748.000000 Penalty: 974.258728
	Iteration 52Q: 3 clusters Score -2932748 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2932855.000000 Penalty: 974.258728
	Iteration 53Q: 3 clusters Score -2932855 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2932922.000000 Penalty: 974.258728
	Iteration 54Q: 3 clusters Score -2932922 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2932991.750000 Penalty: 974.258728
	Iteration 55Q: 3 clusters Score -2932992 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2933051.750000 Penalty: 974.258728
	Iteration 56Q: 3 clusters Score -2933052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2933086.500000 Penalty: 974.258728
	Iteration 57Q: 3 clusters Score -2933086 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2933092.250000 Penalty: 974.258728
	Iteration 58Q: 3 clusters Score -2933092 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2933120.000000 Penalty: 974.258728
	Iteration 59Q: 3 clusters Score -2933120 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2933132.500000 Penalty: 974.258728
	Iteration 60F: 3 clusters Score -2933132 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2933115.000000 Penalty: 974.258728
	Iteration 61Q: 3 clusters Score -2933115 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2933101.750000 Penalty: 974.258728
	Iteration 62Q: 3 clusters Score -2933102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2933088.250000 Penalty: 974.258728
	Iteration 63Q: 3 clusters Score -2933088 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2933091.500000 Penalty: 974.258728
	Iteration 64Q: 3 clusters Score -2933092 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2933089.250000 Penalty: 974.258728
	Iteration 65Q: 3 clusters Score -2933089 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2933092.500000 Penalty: 974.258728
	Iteration 66Q: 3 clusters Score -2933092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2933114.000000 Penalty: 974.258728
	Iteration 67Q: 3 clusters Score -2933114 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2933126.750000 Penalty: 974.258728
	Iteration 68Q: 3 clusters Score -2933127 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2933127.500000 Penalty: 974.258728
	Iteration 69Q: 3 clusters Score -2933128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2933153.000000 Penalty: 974.258728
	Iteration 70Q: 3 clusters Score -2933153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2933154.250000 Penalty: 974.258728
	Iteration 71Q: 3 clusters Score -2933154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2933147.500000 Penalty: 974.258728
	Iteration 72Q: 3 clusters Score -2933148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2933155.000000 Penalty: 974.258728
	Iteration 73Q: 3 clusters Score -2933155 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2933154.750000 Penalty: 974.258728
	Iteration 74Q: 3 clusters Score -2933155 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2933171.000000 Penalty: 974.258728
	Iteration 75Q: 3 clusters Score -2933171 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2933183.000000 Penalty: 974.258728
	Iteration 76Q: 3 clusters Score -2933183 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2933197.750000 Penalty: 974.258728
	Iteration 77Q: 3 clusters Score -2933198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2933195.500000 Penalty: 974.258728
	Iteration 78Q: 3 clusters Score -2933196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2933184.500000 Penalty: 974.258728
	Iteration 79Q: 3 clusters Score -2933184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2933194.000000 Penalty: 974.258728
	Iteration 80F: 3 clusters Score -2933194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2933216.250000 Penalty: 974.258728
	Iteration 81Q: 3 clusters Score -2933216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2933228.500000 Penalty: 974.258728
	Iteration 82Q: 3 clusters Score -2933228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2933245.750000 Penalty: 974.258728
	Iteration 83Q: 3 clusters Score -2933246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2933254.000000 Penalty: 974.258728
	Iteration 84Q: 3 clusters Score -2933254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2933287.750000 Penalty: 974.258728
	Iteration 85Q: 3 clusters Score -2933288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2933303.000000 Penalty: 974.258728
	Iteration 86Q: 3 clusters Score -2933303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2933306.000000 Penalty: 974.258728
	Iteration 87Q: 3 clusters Score -2933306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2933329.000000 Penalty: 974.258728
	Iteration 88Q: 3 clusters Score -2933329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2933340.000000 Penalty: 974.258728
	Iteration 89Q: 3 clusters Score -2933340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2933350.500000 Penalty: 974.258728
	Iteration 90Q: 3 clusters Score -2933350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2933362.250000 Penalty: 974.258728
	Iteration 91Q: 3 clusters Score -2933362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2933366.500000 Penalty: 974.258728
	Iteration 92Q: 3 clusters Score -2933366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2933369.250000 Penalty: 974.258728
	Iteration 93Q: 3 clusters Score -2933369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2933363.500000 Penalty: 974.258728
	Iteration 94Q: 3 clusters Score -2933364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2933361.000000 Penalty: 974.258728
	Iteration 95Q: 3 clusters Score -2933361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2933369.250000 Penalty: 974.258728
	Iteration 96Q: 3 clusters Score -2933369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2933376.750000 Penalty: 974.258728
	Iteration 97Q: 3 clusters Score -2933377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2933384.250000 Penalty: 974.258728
	Iteration 98Q: 3 clusters Score -2933384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2933384.750000 Penalty: 974.258728
	Iteration 99Q: 3 clusters Score -2933385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2933389.250000 Penalty: 974.258728
	Iteration 100F: 3 clusters Score -2933389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2933395.500000 Penalty: 974.258728
	Iteration 101Q: 3 clusters Score -2933396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2933400.250000 Penalty: 974.258728
	Iteration 102Q: 3 clusters Score -2933400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2933400.500000 Penalty: 974.258728
	Iteration 103Q: 3 clusters Score -2933400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2933403.250000 Penalty: 974.258728
	Iteration 104Q: 3 clusters Score -2933403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2933404.750000 Penalty: 974.258728
	Iteration 105Q: 3 clusters Score -2933405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2933406.250000 Penalty: 974.258728
	Iteration 106Q: 3 clusters Score -2933406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2933413.000000 Penalty: 974.258728
	Iteration 107Q: 3 clusters Score -2933413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2933411.750000 Penalty: 974.258728
	Iteration 108Q: 3 clusters Score -2933412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2933414.500000 Penalty: 974.258728
	Iteration 109Q: 3 clusters Score -2933414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2933414.250000 Penalty: 974.258728
	Iteration 110Q: 3 clusters Score -2933414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2933415.250000 Penalty: 974.258728
	Iteration 111Q: 3 clusters Score -2933415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2933415.250000 Penalty: 974.258728
	Iteration 112F: 3 clusters Score -2933415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -113698.593750 Penalty: 341.674744
	Iteration 0F: 2 clusters Score -113698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -112412.492188 Penalty: 683.349487
	Iteration 0F: 3 clusters Score -112412.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -112824.609375 Penalty: 683.349487
	Iteration 1F: 3 clusters Score -112824.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -112946.367188 Penalty: 683.349487
	Iteration 2F: 3 clusters Score -112946.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -113050.234375 Penalty: 683.349487
	Iteration 3F: 3 clusters Score -113050.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113117.867188 Penalty: 683.349487
	Iteration 4F: 3 clusters Score -113117.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113163.921875 Penalty: 683.349487
	Iteration 5Q: 3 clusters Score -113163.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113212.437500 Penalty: 683.349487
	Iteration 6Q: 3 clusters Score -113212.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113247.039062 Penalty: 683.349487
	Iteration 7Q: 3 clusters Score -113247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113271.835938 Penalty: 683.349487
	Iteration 8Q: 3 clusters Score -113271.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113294.820312 Penalty: 683.349487
	Iteration 9Q: 3 clusters Score -113294.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -113313.773438 Penalty: 683.349487
	Iteration 10Q: 3 clusters Score -113313.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113327.593750 Penalty: 683.349487
	Iteration 11Q: 3 clusters Score -113327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113341.992188 Penalty: 683.349487
	Iteration 12Q: 3 clusters Score -113342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -113359.875000 Penalty: 683.349487
	Iteration 13Q: 3 clusters Score -113359.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113380.851562 Penalty: 683.349487
	Iteration 14Q: 3 clusters Score -113380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113395.789062 Penalty: 683.349487
	Iteration 15Q: 3 clusters Score -113395.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113410.398438 Penalty: 683.349487
	Iteration 16Q: 3 clusters Score -113410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -113419.531250 Penalty: 683.349487
	Iteration 17Q: 3 clusters Score -113419.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -113428.289062 Penalty: 683.349487
	Iteration 18Q: 3 clusters Score -113428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -113438.382812 Penalty: 683.349487
	Iteration 19Q: 3 clusters Score -113438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -113449.054688 Penalty: 683.349487
	Iteration 20F: 3 clusters Score -113449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -113452.226562 Penalty: 683.349487
	Iteration 21Q: 3 clusters Score -113452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -113454.437500 Penalty: 683.349487
	Iteration 22Q: 3 clusters Score -113454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -113454.437500 Penalty: 683.349487
	Iteration 23F: 3 clusters Score -113454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1056471.375000 Penalty: 440.506805
	Iteration 0F: 2 clusters Score -1056471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1045788.500000 Penalty: 881.013611
	Iteration 0F: 3 clusters Score -1045788 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1050176.500000 Penalty: 881.013611
	Iteration 1F: 3 clusters Score -1050176 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1050432.875000 Penalty: 881.013611
	Iteration 2Q: 3 clusters Score -1050433 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1050743.125000 Penalty: 881.013611
	Iteration 3Q: 3 clusters Score -1050743 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1051130.000000 Penalty: 881.013611
	Iteration 4Q: 3 clusters Score -1051130 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1051748.625000 Penalty: 881.013611
	Iteration 5F: 3 clusters Score -1051749 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1052612.750000 Penalty: 881.013611
	Iteration 6F: 3 clusters Score -1052613 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1053550.375000 Penalty: 881.013611
	Iteration 7F: 3 clusters Score -1053550 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1054326.625000 Penalty: 881.013611
	Iteration 8F: 3 clusters Score -1054327 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1054843.000000 Penalty: 881.013611
	Iteration 9Q: 3 clusters Score -1054843 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1055168.000000 Penalty: 881.013611
	Iteration 10Q: 3 clusters Score -1055168 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1055382.125000 Penalty: 881.013611
	Iteration 11Q: 3 clusters Score -1055382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1055523.250000 Penalty: 881.013611
	Iteration 12Q: 3 clusters Score -1055523 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1055606.875000 Penalty: 881.013611
	Iteration 13Q: 3 clusters Score -1055607 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1055672.250000 Penalty: 881.013611
	Iteration 14Q: 3 clusters Score -1055672 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1055731.500000 Penalty: 881.013611
	Iteration 15Q: 3 clusters Score -1055732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1055767.875000 Penalty: 881.013611
	Iteration 16Q: 3 clusters Score -1055768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1055802.500000 Penalty: 881.013611
	Iteration 17Q: 3 clusters Score -1055802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1055829.750000 Penalty: 881.013611
	Iteration 18Q: 3 clusters Score -1055830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1055851.375000 Penalty: 881.013611
	Iteration 19Q: 3 clusters Score -1055851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1055869.125000 Penalty: 881.013611
	Iteration 20F: 3 clusters Score -1055869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1055884.000000 Penalty: 881.013611
	Iteration 21Q: 3 clusters Score -1055884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1055895.250000 Penalty: 881.013611
	Iteration 22Q: 3 clusters Score -1055895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1055905.250000 Penalty: 881.013611
	Iteration 23Q: 3 clusters Score -1055905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1055916.750000 Penalty: 881.013611
	Iteration 24Q: 3 clusters Score -1055917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1055927.750000 Penalty: 881.013611
	Iteration 25Q: 3 clusters Score -1055928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1055941.875000 Penalty: 881.013611
	Iteration 26Q: 3 clusters Score -1055942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1055952.875000 Penalty: 881.013611
	Iteration 27Q: 3 clusters Score -1055953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1055964.000000 Penalty: 881.013611
	Iteration 28Q: 3 clusters Score -1055964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1055972.500000 Penalty: 881.013611
	Iteration 29Q: 3 clusters Score -1055972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1055982.250000 Penalty: 881.013611
	Iteration 30Q: 3 clusters Score -1055982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1055986.375000 Penalty: 881.013611
	Iteration 31Q: 3 clusters Score -1055986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1055995.000000 Penalty: 881.013611
	Iteration 32Q: 3 clusters Score -1055995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1056003.125000 Penalty: 881.013611
	Iteration 33Q: 3 clusters Score -1056003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1056009.625000 Penalty: 881.013611
	Iteration 34Q: 3 clusters Score -1056010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1056014.375000 Penalty: 881.013611
	Iteration 35Q: 3 clusters Score -1056014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1056019.500000 Penalty: 881.013611
	Iteration 36Q: 3 clusters Score -1056020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1056024.625000 Penalty: 881.013611
	Iteration 37Q: 3 clusters Score -1056025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1056029.875000 Penalty: 881.013611
	Iteration 38Q: 3 clusters Score -1056030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1056033.125000 Penalty: 881.013611
	Iteration 39Q: 3 clusters Score -1056033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1056043.125000 Penalty: 881.013611
	Iteration 40F: 3 clusters Score -1056043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1056046.250000 Penalty: 881.013611
	Iteration 41Q: 3 clusters Score -1056046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1056050.625000 Penalty: 881.013611
	Iteration 42Q: 3 clusters Score -1056051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1056051.875000 Penalty: 881.013611
	Iteration 43Q: 3 clusters Score -1056052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1056054.125000 Penalty: 881.013611
	Iteration 44Q: 3 clusters Score -1056054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1056057.500000 Penalty: 881.013611
	Iteration 45Q: 3 clusters Score -1056058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1056059.875000 Penalty: 881.013611
	Iteration 46Q: 3 clusters Score -1056060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1056059.000000 Penalty: 881.013611
	Iteration 47Q: 3 clusters Score -1056059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1056061.250000 Penalty: 881.013611
	Iteration 48Q: 3 clusters Score -1056061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1056061.375000 Penalty: 881.013611
	Iteration 49Q: 3 clusters Score -1056061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1056062.875000 Penalty: 881.013611
	Iteration 50Q: 3 clusters Score -1056063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1056063.125000 Penalty: 881.013611
	Iteration 51Q: 3 clusters Score -1056063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1056065.875000 Penalty: 881.013611
	Iteration 52Q: 3 clusters Score -1056066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1056065.875000 Penalty: 881.013611
	Iteration 53Q: 3 clusters Score -1056066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1056065.875000 Penalty: 881.013611
	Iteration 54F: 3 clusters Score -1056066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47041.980469 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47041.98 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47367.191406 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47367.19 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47442.851562 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47442.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -47521.269531 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47521.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47569.871094 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -47569.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47593.085938 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47593.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -47620.972656 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47620.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -47645.660156 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47645.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -47656.410156 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47656.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -47663.273438 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47663.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -47670.023438 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47670.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -47673.742188 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47673.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47680.960938 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47680.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -47689.078125 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47689.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47695.082031 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47695.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -47697.253906 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -47697.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -47698.335938 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -47698.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -47698.335938 Penalty: 622.781250
	Iteration 17F: 3 clusters Score -47698.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -434883.937500 Penalty: 404.419586
	Iteration 0F: 2 clusters Score -434883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -430016.250000 Penalty: 808.839172
	Iteration 0F: 3 clusters Score -430016.2 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -431831.968750 Penalty: 808.839172
	Iteration 1F: 3 clusters Score -431832 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -431985.625000 Penalty: 808.839172
	Iteration 2F: 3 clusters Score -431985.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -432174.937500 Penalty: 808.839172
	Iteration 3F: 3 clusters Score -432174.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -432388.750000 Penalty: 808.839172
	Iteration 4F: 3 clusters Score -432388.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -432626.562500 Penalty: 808.839172
	Iteration 5F: 3 clusters Score -432626.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -432883.875000 Penalty: 808.839172
	Iteration 6Q: 3 clusters Score -432883.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -433167.593750 Penalty: 808.839172
	Iteration 7Q: 3 clusters Score -433167.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -433442.000000 Penalty: 808.839172
	Iteration 8F: 3 clusters Score -433442 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -433650.218750 Penalty: 808.839172
	Iteration 9Q: 3 clusters Score -433650.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -433765.156250 Penalty: 808.839172
	Iteration 10Q: 3 clusters Score -433765.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -433825.437500 Penalty: 808.839172
	Iteration 11Q: 3 clusters Score -433825.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -433863.718750 Penalty: 808.839172
	Iteration 12Q: 3 clusters Score -433863.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -433883.843750 Penalty: 808.839172
	Iteration 13Q: 3 clusters Score -433883.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -433905.250000 Penalty: 808.839172
	Iteration 14Q: 3 clusters Score -433905.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -433927.531250 Penalty: 808.839172
	Iteration 15Q: 3 clusters Score -433927.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -433948.937500 Penalty: 808.839172
	Iteration 16Q: 3 clusters Score -433948.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -433974.281250 Penalty: 808.839172
	Iteration 17Q: 3 clusters Score -433974.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -434004.062500 Penalty: 808.839172
	Iteration 18Q: 3 clusters Score -434004.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -434046.968750 Penalty: 808.839172
	Iteration 19Q: 3 clusters Score -434047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -434095.593750 Penalty: 808.839172
	Iteration 20F: 3 clusters Score -434095.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -434133.968750 Penalty: 808.839172
	Iteration 21Q: 3 clusters Score -434134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -434179.000000 Penalty: 808.839172
	Iteration 22Q: 3 clusters Score -434179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -434217.062500 Penalty: 808.839172
	Iteration 23Q: 3 clusters Score -434217.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -434259.250000 Penalty: 808.839172
	Iteration 24Q: 3 clusters Score -434259.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -434298.687500 Penalty: 808.839172
	Iteration 25Q: 3 clusters Score -434298.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -434339.625000 Penalty: 808.839172
	Iteration 26Q: 3 clusters Score -434339.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -434374.843750 Penalty: 808.839172
	Iteration 27Q: 3 clusters Score -434374.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -434419.218750 Penalty: 808.839172
	Iteration 28Q: 3 clusters Score -434419.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -434459.031250 Penalty: 808.839172
	Iteration 29Q: 3 clusters Score -434459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -434481.625000 Penalty: 808.839172
	Iteration 30Q: 3 clusters Score -434481.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -434496.750000 Penalty: 808.839172
	Iteration 31Q: 3 clusters Score -434496.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -434506.531250 Penalty: 808.839172
	Iteration 32Q: 3 clusters Score -434506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -434513.718750 Penalty: 808.839172
	Iteration 33Q: 3 clusters Score -434513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -434518.281250 Penalty: 808.839172
	Iteration 34Q: 3 clusters Score -434518.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -434524.250000 Penalty: 808.839172
	Iteration 35Q: 3 clusters Score -434524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -434529.312500 Penalty: 808.839172
	Iteration 36Q: 3 clusters Score -434529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -434532.531250 Penalty: 808.839172
	Iteration 37Q: 3 clusters Score -434532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -434537.000000 Penalty: 808.839172
	Iteration 38Q: 3 clusters Score -434537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -434542.875000 Penalty: 808.839172
	Iteration 39Q: 3 clusters Score -434542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -434546.875000 Penalty: 808.839172
	Iteration 40F: 3 clusters Score -434546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -434551.656250 Penalty: 808.839172
	Iteration 41Q: 3 clusters Score -434551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -434558.812500 Penalty: 808.839172
	Iteration 42Q: 3 clusters Score -434558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -434562.218750 Penalty: 808.839172
	Iteration 43Q: 3 clusters Score -434562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -434564.250000 Penalty: 808.839172
	Iteration 44Q: 3 clusters Score -434564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -434567.343750 Penalty: 808.839172
	Iteration 45Q: 3 clusters Score -434567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -434568.718750 Penalty: 808.839172
	Iteration 46Q: 3 clusters Score -434568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -434572.718750 Penalty: 808.839172
	Iteration 47Q: 3 clusters Score -434572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -434574.750000 Penalty: 808.839172
	Iteration 48Q: 3 clusters Score -434574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -434577.218750 Penalty: 808.839172
	Iteration 49Q: 3 clusters Score -434577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -434581.375000 Penalty: 808.839172
	Iteration 50Q: 3 clusters Score -434581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -434587.875000 Penalty: 808.839172
	Iteration 51Q: 3 clusters Score -434587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -434590.375000 Penalty: 808.839172
	Iteration 52Q: 3 clusters Score -434590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -434593.468750 Penalty: 808.839172
	Iteration 53Q: 3 clusters Score -434593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -434595.531250 Penalty: 808.839172
	Iteration 54Q: 3 clusters Score -434595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -434596.531250 Penalty: 808.839172
	Iteration 55Q: 3 clusters Score -434596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -434597.437500 Penalty: 808.839172
	Iteration 56Q: 3 clusters Score -434597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -434599.750000 Penalty: 808.839172
	Iteration 57Q: 3 clusters Score -434599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -434599.750000 Penalty: 808.839172
	Iteration 58F: 3 clusters Score -434599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -59112.367188 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -59112.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58349.929688 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -58349.93 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58570.828125 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -58570.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58636.019531 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -58636.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58695.679688 Penalty: 621.018005
	Iteration 3F: 3 clusters Score -58695.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58759.445312 Penalty: 621.018005
	Iteration 4F: 3 clusters Score -58759.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58823.062500 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -58823.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58886.312500 Penalty: 621.018005
	Iteration 6F: 3 clusters Score -58886.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58932.621094 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -58932.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58964.496094 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -58964.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58984.765625 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -58984.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -58996.601562 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -58996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59002.558594 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -59002.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59015.980469 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -59015.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59022.000000 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -59022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -59024.746094 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -59024.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59026.039062 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -59026.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59026.820312 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -59026.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59029.292969 Penalty: 621.018005
	Iteration 17Q: 3 clusters Score -59029.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59030.015625 Penalty: 621.018005
	Iteration 18Q: 3 clusters Score -59030.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59030.292969 Penalty: 621.018005
	Iteration 19Q: 3 clusters Score -59030.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59030.324219 Penalty: 621.018005
	Iteration 20F: 3 clusters Score -59030.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -568647.812500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -568647.8 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 4345 members 
Entering Unmasked Estep 
Score: -562883.437500 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -562883.4 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -565149.687500 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -565149.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -565373.750000 Penalty: 825.174805
	Iteration 2F: 3 clusters Score -565373.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -565612.187500 Penalty: 825.174805
	Iteration 3F: 3 clusters Score -565612.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -565863.187500 Penalty: 825.174805
	Iteration 4Q: 3 clusters Score -565863.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -566080.812500 Penalty: 825.174805
	Iteration 5Q: 3 clusters Score -566080.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -566300.937500 Penalty: 825.174805
	Iteration 6Q: 3 clusters Score -566300.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -566568.375000 Penalty: 825.174805
	Iteration 7Q: 3 clusters Score -566568.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -566827.750000 Penalty: 825.174805
	Iteration 8Q: 3 clusters Score -566827.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -567039.250000 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -567039.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -567198.687500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -567198.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -567298.187500 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -567298.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -567349.187500 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -567349.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -567381.000000 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -567381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -567406.250000 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -567406.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -567432.375000 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -567432.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -567461.187500 Penalty: 825.174805
	Iteration 16Q: 3 clusters Score -567461.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -567481.000000 Penalty: 825.174805
	Iteration 17Q: 3 clusters Score -567481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -567505.062500 Penalty: 825.174805
	Iteration 18Q: 3 clusters Score -567505.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -567534.562500 Penalty: 825.174805
	Iteration 19Q: 3 clusters Score -567534.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -567565.937500 Penalty: 825.174805
	Iteration 20F: 3 clusters Score -567565.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -567610.875000 Penalty: 825.174805
	Iteration 21Q: 3 clusters Score -567610.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -567671.562500 Penalty: 825.174805
	Iteration 22Q: 3 clusters Score -567671.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -567747.875000 Penalty: 825.174805
	Iteration 23Q: 3 clusters Score -567747.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -567857.937500 Penalty: 825.174805
	Iteration 24Q: 3 clusters Score -567857.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -568007.687500 Penalty: 825.174805
	Iteration 25Q: 3 clusters Score -568007.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -568142.312500 Penalty: 825.174805
	Iteration 26Q: 3 clusters Score -568142.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -568225.062500 Penalty: 825.174805
	Iteration 27Q: 3 clusters Score -568225.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -568282.250000 Penalty: 825.174805
	Iteration 28Q: 3 clusters Score -568282.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -568305.937500 Penalty: 825.174805
	Iteration 29Q: 3 clusters Score -568305.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -568325.187500 Penalty: 825.174805
	Iteration 30Q: 3 clusters Score -568325.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -568339.812500 Penalty: 825.174805
	Iteration 31Q: 3 clusters Score -568339.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -568347.625000 Penalty: 825.174805
	Iteration 32Q: 3 clusters Score -568347.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -568353.250000 Penalty: 825.174805
	Iteration 33Q: 3 clusters Score -568353.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -568354.750000 Penalty: 825.174805
	Iteration 34Q: 3 clusters Score -568354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -568357.812500 Penalty: 825.174805
	Iteration 35Q: 3 clusters Score -568357.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -568359.375000 Penalty: 825.174805
	Iteration 36Q: 3 clusters Score -568359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -568360.750000 Penalty: 825.174805
	Iteration 37Q: 3 clusters Score -568360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -568361.437500 Penalty: 825.174805
	Iteration 38Q: 3 clusters Score -568361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -568362.562500 Penalty: 825.174805
	Iteration 39Q: 3 clusters Score -568362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -568363.312500 Penalty: 825.174805
	Iteration 40F: 3 clusters Score -568363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -568363.625000 Penalty: 825.174805
	Iteration 41Q: 3 clusters Score -568363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -568363.625000 Penalty: 825.174805
	Iteration 42Q: 3 clusters Score -568363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -568362.875000 Penalty: 825.174805
	Iteration 43Q: 3 clusters Score -568362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -568363.500000 Penalty: 825.174805
	Iteration 44Q: 3 clusters Score -568363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -568364.312500 Penalty: 825.174805
	Iteration 45Q: 3 clusters Score -568364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -568365.562500 Penalty: 825.174805
	Iteration 46Q: 3 clusters Score -568365.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -568366.687500 Penalty: 825.174805
	Iteration 47Q: 3 clusters Score -568366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -568368.687500 Penalty: 825.174805
	Iteration 48Q: 3 clusters Score -568368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -568368.000000 Penalty: 825.174805
	Iteration 49Q: 3 clusters Score -568368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -568369.750000 Penalty: 825.174805
	Iteration 50Q: 3 clusters Score -568369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -568370.125000 Penalty: 825.174805
	Iteration 51Q: 3 clusters Score -568370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -568369.812500 Penalty: 825.174805
	Iteration 52Q: 3 clusters Score -568369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -568369.812500 Penalty: 825.174805
	Iteration 53F: 3 clusters Score -568369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Entering Unmasked Estep 
Score: -347609.968750 Penalty: 394.675964
	Iteration 0F: 2 clusters Score -347610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -343681.406250 Penalty: 789.351929
	Iteration 0F: 3 clusters Score -343681.4 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -345140.468750 Penalty: 789.351929
	Iteration 1F: 3 clusters Score -345140.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -345272.500000 Penalty: 789.351929
	Iteration 2F: 3 clusters Score -345272.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -345418.812500 Penalty: 789.351929
	Iteration 3Q: 3 clusters Score -345418.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -345598.000000 Penalty: 789.351929
	Iteration 4F: 3 clusters Score -345598 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -345831.093750 Penalty: 789.351929
	Iteration 5F: 3 clusters Score -345831.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -346120.937500 Penalty: 789.351929
	Iteration 6F: 3 clusters Score -346120.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -346462.593750 Penalty: 789.351929
	Iteration 7F: 3 clusters Score -346462.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -346744.406250 Penalty: 789.351929
	Iteration 8F: 3 clusters Score -346744.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -346930.250000 Penalty: 789.351929
	Iteration 9Q: 3 clusters Score -346930.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -347053.156250 Penalty: 789.351929
	Iteration 10Q: 3 clusters Score -347053.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -347148.000000 Penalty: 789.351929
	Iteration 11Q: 3 clusters Score -347148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -347192.562500 Penalty: 789.351929
	Iteration 12Q: 3 clusters Score -347192.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -347230.281250 Penalty: 789.351929
	Iteration 13Q: 3 clusters Score -347230.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -347250.218750 Penalty: 789.351929
	Iteration 14Q: 3 clusters Score -347250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -347258.937500 Penalty: 789.351929
	Iteration 15Q: 3 clusters Score -347258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -347265.031250 Penalty: 789.351929
	Iteration 16Q: 3 clusters Score -347265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -347271.750000 Penalty: 789.351929
	Iteration 17Q: 3 clusters Score -347271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -347276.250000 Penalty: 789.351929
	Iteration 18Q: 3 clusters Score -347276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -347278.156250 Penalty: 789.351929
	Iteration 19Q: 3 clusters Score -347278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -347279.593750 Penalty: 789.351929
	Iteration 20F: 3 clusters Score -347279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -347280.406250 Penalty: 789.351929
	Iteration 21Q: 3 clusters Score -347280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -347280.625000 Penalty: 789.351929
	Iteration 22Q: 3 clusters Score -347280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -347280.625000 Penalty: 789.351929
	Iteration 23F: 3 clusters Score -347280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Entering Unmasked Estep 
Score: -5807414.000000 Penalty: 520.717773
	Iteration 0F: 2 clusters Score -5807414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5753922.500000 Penalty: 1041.435547
	Iteration 0F: 3 clusters Score -5753922 nChanged 45679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -5783503.500000 Penalty: 1041.435547
	Iteration 1F: 3 clusters Score -5783504 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -5786786.500000 Penalty: 1041.435547
	Iteration 2F: 3 clusters Score -5786786 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -5791834.000000 Penalty: 1041.435547
	Iteration 3F: 3 clusters Score -5791834 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -5799505.000000 Penalty: 1041.435547
	Iteration 4F: 3 clusters Score -5799505 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -5804519.500000 Penalty: 1041.435547
	Iteration 5F: 3 clusters Score -5804520 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -5806115.000000 Penalty: 1041.435547
	Iteration 6F: 3 clusters Score -5806115 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -5806767.500000 Penalty: 1041.435547
	Iteration 7Q: 3 clusters Score -5806768 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -5806889.500000 Penalty: 1041.435547
	Iteration 8Q: 3 clusters Score -5806890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -5806918.000000 Penalty: 1041.435547
	Iteration 9Q: 3 clusters Score -5806918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -5806962.500000 Penalty: 1041.435547
	Iteration 10Q: 3 clusters Score -5806962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -5806988.000000 Penalty: 1041.435547
	Iteration 11Q: 3 clusters Score -5806988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -5806981.000000 Penalty: 1041.435547
	Iteration 12Q: 3 clusters Score -5806981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -5806992.500000 Penalty: 1041.435547
	Iteration 13Q: 3 clusters Score -5806992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -5806992.500000 Penalty: 1041.435547
	Iteration 14F: 3 clusters Score -5806992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Entering Unmasked Estep 
Score: -2923375.750000 Penalty: 487.384491
	Iteration 0F: 2 clusters Score -2923376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2894542.500000 Penalty: 974.768982
	Iteration 0F: 3 clusters Score -2894542 nChanged 21700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2907391.000000 Penalty: 974.768982
	Iteration 1F: 3 clusters Score -2907391 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2908123.500000 Penalty: 974.768982
	Iteration 2Q: 3 clusters Score -2908124 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2909396.500000 Penalty: 974.768982
	Iteration 3F: 3 clusters Score -2909396 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2911299.250000 Penalty: 974.768982
	Iteration 4F: 3 clusters Score -2911299 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2914064.000000 Penalty: 974.768982
	Iteration 5F: 3 clusters Score -2914064 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2917355.250000 Penalty: 974.768982
	Iteration 6F: 3 clusters Score -2917355 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2920676.500000 Penalty: 974.768982
	Iteration 7F: 3 clusters Score -2920676 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2922309.000000 Penalty: 974.768982
	Iteration 8Q: 3 clusters Score -2922309 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2922800.500000 Penalty: 974.768982
	Iteration 9Q: 3 clusters Score -2922800 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2922907.750000 Penalty: 974.768982
	Iteration 10Q: 3 clusters Score -2922908 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2922947.000000 Penalty: 974.768982
	Iteration 11Q: 3 clusters Score -2922947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2922995.750000 Penalty: 974.768982
	Iteration 12Q: 3 clusters Score -2922996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2923009.750000 Penalty: 974.768982
	Iteration 13Q: 3 clusters Score -2923010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2923021.500000 Penalty: 974.768982
	Iteration 14Q: 3 clusters Score -2923022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2923022.000000 Penalty: 974.768982
	Iteration 15Q: 3 clusters Score -2923022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2923020.000000 Penalty: 974.768982
	Iteration 16Q: 3 clusters Score -2923020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2923021.500000 Penalty: 974.768982
	Iteration 17Q: 3 clusters Score -2923022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2923022.250000 Penalty: 974.768982
	Iteration 18Q: 3 clusters Score -2923022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2923030.750000 Penalty: 974.768982
	Iteration 19Q: 3 clusters Score -2923031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2923031.750000 Penalty: 974.768982
	Iteration 20F: 3 clusters Score -2923032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2923033.250000 Penalty: 974.768982
	Iteration 21Q: 3 clusters Score -2923033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2923036.500000 Penalty: 974.768982
	Iteration 22Q: 3 clusters Score -2923036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2923040.250000 Penalty: 974.768982
	Iteration 23Q: 3 clusters Score -2923040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2923041.250000 Penalty: 974.768982
	Iteration 24Q: 3 clusters Score -2923041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2923044.500000 Penalty: 974.768982
	Iteration 25Q: 3 clusters Score -2923044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2923044.500000 Penalty: 974.768982
	Iteration 26F: 3 clusters Score -2923044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -41263.875000 Penalty: 299.165955
	Iteration 0F: 2 clusters Score -41263.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40672.199219 Penalty: 598.331909
	Iteration 0F: 3 clusters Score -40672.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40865.347656 Penalty: 598.331909
	Iteration 1F: 3 clusters Score -40865.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40913.976562 Penalty: 598.331909
	Iteration 2F: 3 clusters Score -40913.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40965.105469 Penalty: 598.331909
	Iteration 3F: 3 clusters Score -40965.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41010.468750 Penalty: 598.331909
	Iteration 4F: 3 clusters Score -41010.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41045.308594 Penalty: 598.331909
	Iteration 5F: 3 clusters Score -41045.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41074.011719 Penalty: 598.331909
	Iteration 6Q: 3 clusters Score -41074.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41113.343750 Penalty: 598.331909
	Iteration 7Q: 3 clusters Score -41113.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41131.269531 Penalty: 598.331909
	Iteration 8Q: 3 clusters Score -41131.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41140.925781 Penalty: 598.331909
	Iteration 9Q: 3 clusters Score -41140.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41146.539062 Penalty: 598.331909
	Iteration 10Q: 3 clusters Score -41146.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41151.675781 Penalty: 598.331909
	Iteration 11Q: 3 clusters Score -41151.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41153.906250 Penalty: 598.331909
	Iteration 12Q: 3 clusters Score -41153.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41155.433594 Penalty: 598.331909
	Iteration 13Q: 3 clusters Score -41155.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41155.750000 Penalty: 598.331909
	Iteration 14Q: 3 clusters Score -41155.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41155.750000 Penalty: 598.331909
	Iteration 15F: 3 clusters Score -41155.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -120012.242188 Penalty: 341.923370
	Iteration 0F: 2 clusters Score -120012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -118707.515625 Penalty: 683.846741
	Iteration 0F: 3 clusters Score -118707.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -119111.562500 Penalty: 683.846741
	Iteration 1F: 3 clusters Score -119111.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -119205.992188 Penalty: 683.846741
	Iteration 2F: 3 clusters Score -119206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -119297.359375 Penalty: 683.846741
	Iteration 3F: 3 clusters Score -119297.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -119394.507812 Penalty: 683.846741
	Iteration 4F: 3 clusters Score -119394.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -119478.125000 Penalty: 683.846741
	Iteration 5F: 3 clusters Score -119478.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -119555.875000 Penalty: 683.846741
	Iteration 6Q: 3 clusters Score -119555.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -119623.695312 Penalty: 683.846741
	Iteration 7Q: 3 clusters Score -119623.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -119671.945312 Penalty: 683.846741
	Iteration 8Q: 3 clusters Score -119671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -119698.617188 Penalty: 683.846741
	Iteration 9Q: 3 clusters Score -119698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -119711.726562 Penalty: 683.846741
	Iteration 10Q: 3 clusters Score -119711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -119718.406250 Penalty: 683.846741
	Iteration 11Q: 3 clusters Score -119718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -119724.476562 Penalty: 683.846741
	Iteration 12Q: 3 clusters Score -119724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -119724.476562 Penalty: 683.846741
	Iteration 13F: 3 clusters Score -119724.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88744.187500 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88744.19 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89039.289062 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89039.29 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -89097.617188 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89097.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -89148.843750 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89148.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89182.523438 Penalty: 658.964355
	Iteration 4Q: 3 clusters Score -89182.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -89219.289062 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -89219.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -89269.484375 Penalty: 658.964355
	Iteration 6F: 3 clusters Score -89269.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -89313.242188 Penalty: 658.964355
	Iteration 7F: 3 clusters Score -89313.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -89354.601562 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89354.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -89395.382812 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89395.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -89431.195312 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89431.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89452.265625 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89452.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -89467.171875 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89467.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -89476.695312 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89476.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -89481.414062 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89481.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -89485.476562 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -89485.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -89488.953125 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -89488.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -89491.437500 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -89491.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -89493.187500 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -89493.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -89495.125000 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -89495.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89496.171875 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -89496.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -89497.093750 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -89497.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -89497.953125 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -89497.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89500.257812 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -89500.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -89502.859375 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -89502.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -89505.257812 Penalty: 658.964355
	Iteration 25Q: 3 clusters Score -89505.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -89506.375000 Penalty: 658.964355
	Iteration 26Q: 3 clusters Score -89506.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -89507.960938 Penalty: 658.964355
	Iteration 27Q: 3 clusters Score -89507.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -89509.210938 Penalty: 658.964355
	Iteration 28Q: 3 clusters Score -89509.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -89509.828125 Penalty: 658.964355
	Iteration 29Q: 3 clusters Score -89509.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -89510.140625 Penalty: 658.964355
	Iteration 30Q: 3 clusters Score -89510.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89510.320312 Penalty: 658.964355
	Iteration 31Q: 3 clusters Score -89510.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89510.320312 Penalty: 658.964355
	Iteration 32F: 3 clusters Score -89510.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Entering Unmasked Estep 
Score: -1885719.750000 Penalty: 467.378143
	Iteration 0F: 2 clusters Score -1885720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1866671.750000 Penalty: 934.756287
	Iteration 0F: 3 clusters Score -1866672 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1875216.500000 Penalty: 934.756287
	Iteration 1F: 3 clusters Score -1875216 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1876189.250000 Penalty: 934.756287
	Iteration 2F: 3 clusters Score -1876189 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1877860.250000 Penalty: 934.756287
	Iteration 3F: 3 clusters Score -1877860 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1880090.375000 Penalty: 934.756287
	Iteration 4F: 3 clusters Score -1880090 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1882255.750000 Penalty: 934.756287
	Iteration 5F: 3 clusters Score -1882256 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1883853.250000 Penalty: 934.756287
	Iteration 6F: 3 clusters Score -1883853 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1884750.125000 Penalty: 934.756287
	Iteration 7Q: 3 clusters Score -1884750 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1885092.250000 Penalty: 934.756287
	Iteration 8Q: 3 clusters Score -1885092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1885234.875000 Penalty: 934.756287
	Iteration 9Q: 3 clusters Score -1885235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1885286.750000 Penalty: 934.756287
	Iteration 10Q: 3 clusters Score -1885287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1885302.875000 Penalty: 934.756287
	Iteration 11Q: 3 clusters Score -1885303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1885312.375000 Penalty: 934.756287
	Iteration 12Q: 3 clusters Score -1885312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1885313.875000 Penalty: 934.756287
	Iteration 13Q: 3 clusters Score -1885314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1885314.750000 Penalty: 934.756287
	Iteration 14Q: 3 clusters Score -1885315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1885317.125000 Penalty: 934.756287
	Iteration 15Q: 3 clusters Score -1885317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1885317.125000 Penalty: 934.756287
	Iteration 16Q: 3 clusters Score -1885317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1885317.125000 Penalty: 934.756287
	Iteration 17F: 3 clusters Score -1885317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -251802.828125 Penalty: 376.180634
	Iteration 0F: 2 clusters Score -251802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -249104.375000 Penalty: 752.361267
	Iteration 0F: 3 clusters Score -249104.4 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -250066.218750 Penalty: 752.361267
	Iteration 1F: 3 clusters Score -250066.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -250164.218750 Penalty: 752.361267
	Iteration 2F: 3 clusters Score -250164.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -250260.031250 Penalty: 752.361267
	Iteration 3F: 3 clusters Score -250260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -250375.156250 Penalty: 752.361267
	Iteration 4F: 3 clusters Score -250375.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -250481.265625 Penalty: 752.361267
	Iteration 5F: 3 clusters Score -250481.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -250581.234375 Penalty: 752.361267
	Iteration 6Q: 3 clusters Score -250581.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -250700.656250 Penalty: 752.361267
	Iteration 7Q: 3 clusters Score -250700.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -250819.578125 Penalty: 752.361267
	Iteration 8Q: 3 clusters Score -250819.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -250910.500000 Penalty: 752.361267
	Iteration 9Q: 3 clusters Score -250910.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -250989.343750 Penalty: 752.361267
	Iteration 10Q: 3 clusters Score -250989.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -251042.453125 Penalty: 752.361267
	Iteration 11Q: 3 clusters Score -251042.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -251076.468750 Penalty: 752.361267
	Iteration 12Q: 3 clusters Score -251076.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -251098.296875 Penalty: 752.361267
	Iteration 13Q: 3 clusters Score -251098.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -251112.562500 Penalty: 752.361267
	Iteration 14Q: 3 clusters Score -251112.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -251128.484375 Penalty: 752.361267
	Iteration 15Q: 3 clusters Score -251128.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -251146.687500 Penalty: 752.361267
	Iteration 16Q: 3 clusters Score -251146.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -251162.218750 Penalty: 752.361267
	Iteration 17Q: 3 clusters Score -251162.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -251180.437500 Penalty: 752.361267
	Iteration 18Q: 3 clusters Score -251180.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -251191.421875 Penalty: 752.361267
	Iteration 19Q: 3 clusters Score -251191.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -251204.453125 Penalty: 752.361267
	Iteration 20F: 3 clusters Score -251204.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -251216.453125 Penalty: 752.361267
	Iteration 21Q: 3 clusters Score -251216.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -251225.890625 Penalty: 752.361267
	Iteration 22Q: 3 clusters Score -251225.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -251234.546875 Penalty: 752.361267
	Iteration 23Q: 3 clusters Score -251234.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -251241.859375 Penalty: 752.361267
	Iteration 24Q: 3 clusters Score -251241.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -251248.890625 Penalty: 752.361267
	Iteration 25Q: 3 clusters Score -251248.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -251256.062500 Penalty: 752.361267
	Iteration 26Q: 3 clusters Score -251256.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -251264.375000 Penalty: 752.361267
	Iteration 27Q: 3 clusters Score -251264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -251272.984375 Penalty: 752.361267
	Iteration 28Q: 3 clusters Score -251273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -251278.640625 Penalty: 752.361267
	Iteration 29Q: 3 clusters Score -251278.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -251284.468750 Penalty: 752.361267
	Iteration 30Q: 3 clusters Score -251284.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -251291.062500 Penalty: 752.361267
	Iteration 31Q: 3 clusters Score -251291.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -251295.718750 Penalty: 752.361267
	Iteration 32Q: 3 clusters Score -251295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -251301.921875 Penalty: 752.361267
	Iteration 33Q: 3 clusters Score -251301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -251306.703125 Penalty: 752.361267
	Iteration 34Q: 3 clusters Score -251306.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -251313.703125 Penalty: 752.361267
	Iteration 35Q: 3 clusters Score -251313.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -251321.531250 Penalty: 752.361267
	Iteration 36Q: 3 clusters Score -251321.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -251330.640625 Penalty: 752.361267
	Iteration 37Q: 3 clusters Score -251330.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -251338.437500 Penalty: 752.361267
	Iteration 38Q: 3 clusters Score -251338.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -251346.546875 Penalty: 752.361267
	Iteration 39Q: 3 clusters Score -251346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -251350.312500 Penalty: 752.361267
	Iteration 40F: 3 clusters Score -251350.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -251357.078125 Penalty: 752.361267
	Iteration 41Q: 3 clusters Score -251357.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -251363.343750 Penalty: 752.361267
	Iteration 42Q: 3 clusters Score -251363.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -251367.703125 Penalty: 752.361267
	Iteration 43Q: 3 clusters Score -251367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -251372.140625 Penalty: 752.361267
	Iteration 44Q: 3 clusters Score -251372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -251374.046875 Penalty: 752.361267
	Iteration 45Q: 3 clusters Score -251374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -251375.046875 Penalty: 752.361267
	Iteration 46Q: 3 clusters Score -251375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -251378.093750 Penalty: 752.361267
	Iteration 47Q: 3 clusters Score -251378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -251379.109375 Penalty: 752.361267
	Iteration 48Q: 3 clusters Score -251379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -251381.421875 Penalty: 752.361267
	Iteration 49Q: 3 clusters Score -251381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -251382.828125 Penalty: 752.361267
	Iteration 50Q: 3 clusters Score -251382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -251384.546875 Penalty: 752.361267
	Iteration 51Q: 3 clusters Score -251384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -251386.453125 Penalty: 752.361267
	Iteration 52Q: 3 clusters Score -251386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -251388.406250 Penalty: 752.361267
	Iteration 53Q: 3 clusters Score -251388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -251391.218750 Penalty: 752.361267
	Iteration 54Q: 3 clusters Score -251391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -251392.468750 Penalty: 752.361267
	Iteration 55Q: 3 clusters Score -251392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -251393.875000 Penalty: 752.361267
	Iteration 56Q: 3 clusters Score -251393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -251395.437500 Penalty: 752.361267
	Iteration 57Q: 3 clusters Score -251395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -251396.765625 Penalty: 752.361267
	Iteration 58Q: 3 clusters Score -251396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -251399.703125 Penalty: 752.361267
	Iteration 59Q: 3 clusters Score -251399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -251401.250000 Penalty: 752.361267
	Iteration 60F: 3 clusters Score -251401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -251401.890625 Penalty: 752.361267
	Iteration 61Q: 3 clusters Score -251401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -251404.390625 Penalty: 752.361267
	Iteration 62Q: 3 clusters Score -251404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -251406.765625 Penalty: 752.361267
	Iteration 63Q: 3 clusters Score -251406.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -251410.390625 Penalty: 752.361267
	Iteration 64Q: 3 clusters Score -251410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -251413.546875 Penalty: 752.361267
	Iteration 65Q: 3 clusters Score -251413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -251415.421875 Penalty: 752.361267
	Iteration 66Q: 3 clusters Score -251415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -251419.078125 Penalty: 752.361267
	Iteration 67Q: 3 clusters Score -251419.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -251424.187500 Penalty: 752.361267
	Iteration 68Q: 3 clusters Score -251424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -251428.031250 Penalty: 752.361267
	Iteration 69Q: 3 clusters Score -251428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -251431.812500 Penalty: 752.361267
	Iteration 70Q: 3 clusters Score -251431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -251435.328125 Penalty: 752.361267
	Iteration 71Q: 3 clusters Score -251435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -251437.593750 Penalty: 752.361267
	Iteration 72Q: 3 clusters Score -251437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -251439.031250 Penalty: 752.361267
	Iteration 73Q: 3 clusters Score -251439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -251439.625000 Penalty: 752.361267
	Iteration 74Q: 3 clusters Score -251439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -251440.187500 Penalty: 752.361267
	Iteration 75Q: 3 clusters Score -251440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -251441.937500 Penalty: 752.361267
	Iteration 76Q: 3 clusters Score -251441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -251443.562500 Penalty: 752.361267
	Iteration 77Q: 3 clusters Score -251443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -251444.484375 Penalty: 752.361267
	Iteration 78Q: 3 clusters Score -251444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -251444.875000 Penalty: 752.361267
	Iteration 79Q: 3 clusters Score -251444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -251444.593750 Penalty: 752.361267
	Iteration 80F: 3 clusters Score -251444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Entering Unmasked Estep 
Score: -802198.500000 Penalty: 432.152069
	Iteration 0F: 2 clusters Score -802198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -793320.062500 Penalty: 864.304138
	Iteration 0F: 3 clusters Score -793320.1 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -796897.062500 Penalty: 864.304138
	Iteration 1F: 3 clusters Score -796897.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -797359.625000 Penalty: 864.304138
	Iteration 2F: 3 clusters Score -797359.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -798146.187500 Penalty: 864.304138
	Iteration 3F: 3 clusters Score -798146.2 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -799245.812500 Penalty: 864.304138
	Iteration 4F: 3 clusters Score -799245.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -800366.375000 Penalty: 864.304138
	Iteration 5F: 3 clusters Score -800366.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -801135.500000 Penalty: 864.304138
	Iteration 6F: 3 clusters Score -801135.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -801516.000000 Penalty: 864.304138
	Iteration 7Q: 3 clusters Score -801516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -801686.187500 Penalty: 864.304138
	Iteration 8Q: 3 clusters Score -801686.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -801754.562500 Penalty: 864.304138
	Iteration 9Q: 3 clusters Score -801754.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -801783.312500 Penalty: 864.304138
	Iteration 10Q: 3 clusters Score -801783.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -801799.812500 Penalty: 864.304138
	Iteration 11Q: 3 clusters Score -801799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -801808.000000 Penalty: 864.304138
	Iteration 12Q: 3 clusters Score -801808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -801818.500000 Penalty: 864.304138
	Iteration 13Q: 3 clusters Score -801818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -801827.687500 Penalty: 864.304138
	Iteration 14Q: 3 clusters Score -801827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -801835.062500 Penalty: 864.304138
	Iteration 15Q: 3 clusters Score -801835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -801841.187500 Penalty: 864.304138
	Iteration 16Q: 3 clusters Score -801841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -801845.812500 Penalty: 864.304138
	Iteration 17Q: 3 clusters Score -801845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -801850.625000 Penalty: 864.304138
	Iteration 18Q: 3 clusters Score -801850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -801850.625000 Penalty: 864.304138
	Iteration 19Q: 3 clusters Score -801850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -801850.625000 Penalty: 864.304138
	Iteration 20F: 3 clusters Score -801850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79877 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10041 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77840 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64559 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7247 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93372 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28913 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233964.000000 Penalty: 20201.414062
Iteration 439Q: 34 clusters Score -4.223396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79880 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77840 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30270 members 
Mstep: Class 16 contains 64557 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7247 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233952.000000 Penalty: 20201.414062
Iteration 440F: 34 clusters Score -4.223395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79885 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77842 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30270 members 
Mstep: Class 16 contains 64553 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7244 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93376 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233976.000000 Penalty: 20201.414062
Iteration 441Q: 34 clusters Score -4.223398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79893 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10025 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77844 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64554 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233996.000000 Penalty: 20201.414062
Iteration 442Q: 34 clusters Score -4.2234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79901 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77841 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 78611 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 64555 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7238 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93379 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233944.000000 Penalty: 20201.414062
Iteration 443Q: 34 clusters Score -4.223394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79903 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77837 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78612 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64555 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7234 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93383 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233972.000000 Penalty: 20201.414062
Iteration 444Q: 34 clusters Score -4.223397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79905 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77837 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64557 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7229 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93384 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233952.000000 Penalty: 20201.414062
Iteration 445Q: 34 clusters Score -4.223395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79909 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77839 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 78613 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64559 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7227 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 93384 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233932.000000 Penalty: 20201.414062
Iteration 446Q: 34 clusters Score -4.223393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 79914 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77838 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64560 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7223 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93383 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233936.000000 Penalty: 20201.414062
Iteration 447Q: 34 clusters Score -4.223394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 79919 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77839 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64563 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7220 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233920.000000 Penalty: 20201.414062
Iteration 448Q: 34 clusters Score -4.223392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 79925 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77839 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64567 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7215 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233904.000000 Penalty: 20201.414062
Iteration 449Q: 34 clusters Score -4.22339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 79923 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77839 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64573 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7215 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93381 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233928.000000 Penalty: 20201.414062
Iteration 450Q: 34 clusters Score -4.223393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79926 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77839 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64574 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7212 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93381 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233904.000000 Penalty: 20201.414062
Iteration 451Q: 34 clusters Score -4.22339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79927 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77838 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78617 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64575 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7212 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233872.000000 Penalty: 20201.414062
Iteration 452Q: 34 clusters Score -4.223387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79924 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77838 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 78619 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64575 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44631 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233892.000000 Penalty: 20201.414062
Iteration 453Q: 34 clusters Score -4.223389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79923 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77838 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78619 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64578 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233876.000000 Penalty: 20201.414062
Iteration 454Q: 34 clusters Score -4.223388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79923 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77838 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64579 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233848.000000 Penalty: 20201.414062
Iteration 455Q: 34 clusters Score -4.223385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79923 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77836 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64581 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233872.000000 Penalty: 20201.414062
Iteration 456Q: 34 clusters Score -4.223387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79922 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77834 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64581 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93383 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233896.000000 Penalty: 20201.414062
Iteration 457Q: 34 clusters Score -4.22339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79921 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77833 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64583 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233884.000000 Penalty: 20201.414062
Iteration 458Q: 34 clusters Score -4.223388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77833 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64584 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233884.000000 Penalty: 20201.414062
Iteration 459Q: 34 clusters Score -4.223388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77833 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64585 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233896.000000 Penalty: 20201.414062
Iteration 460F: 34 clusters Score -4.22339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77832 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64586 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93382 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233892.000000 Penalty: 20201.414062
Iteration 461Q: 34 clusters Score -4.223389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77833 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64589 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93380 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233908.000000 Penalty: 20201.414062
Iteration 462Q: 34 clusters Score -4.223391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77832 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64595 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233884.000000 Penalty: 20201.414062
Iteration 463Q: 34 clusters Score -4.223388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77831 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78612 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64599 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44631 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233876.000000 Penalty: 20201.414062
Iteration 464Q: 34 clusters Score -4.223388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77830 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78610 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64601 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233876.000000 Penalty: 20201.414062
Iteration 465Q: 34 clusters Score -4.223388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77830 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64604 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233884.000000 Penalty: 20201.414062
Iteration 466Q: 34 clusters Score -4.223388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79919 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77828 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64605 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93378 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233896.000000 Penalty: 20201.414062
Iteration 467Q: 34 clusters Score -4.22339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79919 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77826 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78606 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64608 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28916 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233896.000000 Penalty: 20201.414062
Iteration 468Q: 34 clusters Score -4.22339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77826 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78605 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64612 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93376 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28917 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233888.000000 Penalty: 20201.414062
Iteration 469Q: 34 clusters Score -4.223389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77824 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78605 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64613 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93377 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28918 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233896.000000 Penalty: 20201.414062
Iteration 470Q: 34 clusters Score -4.22339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77822 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78608 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64613 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93376 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28919 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233900.000000 Penalty: 20201.414062
Iteration 471Q: 34 clusters Score -4.22339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77821 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78609 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64615 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28920 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233920.000000 Penalty: 20201.414062
Iteration 472Q: 34 clusters Score -4.223392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77814 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64616 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28921 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233924.000000 Penalty: 20201.414062
Iteration 473Q: 34 clusters Score -4.223392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77811 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78614 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233960.000000 Penalty: 20201.414062
Iteration 474Q: 34 clusters Score -4.223396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77810 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78615 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64619 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233940.000000 Penalty: 20201.414062
Iteration 475Q: 34 clusters Score -4.223394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77809 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78616 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64620 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233936.000000 Penalty: 20201.414062
Iteration 476Q: 34 clusters Score -4.223394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77807 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64619 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7215 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233928.000000 Penalty: 20201.414062
Iteration 477Q: 34 clusters Score -4.223393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77805 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7216 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93373 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233940.000000 Penalty: 20201.414062
Iteration 478Q: 34 clusters Score -4.223394e+07 nChanged 7
Entering ConstructFrom: 
Score: -42233940.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Entering Unmasked Estep 
Score: -697422.500000 Penalty: 424.161926
	Iteration 0F: 2 clusters Score -697422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -689972.750000 Penalty: 848.323853
	Iteration 0F: 3 clusters Score -689972.8 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -693659.250000 Penalty: 848.323853
	Iteration 1F: 3 clusters Score -693659.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -694380.937500 Penalty: 848.323853
	Iteration 2F: 3 clusters Score -694380.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -695141.500000 Penalty: 848.323853
	Iteration 3F: 3 clusters Score -695141.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -695824.437500 Penalty: 848.323853
	Iteration 4F: 3 clusters Score -695824.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -696423.250000 Penalty: 848.323853
	Iteration 5Q: 3 clusters Score -696423.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -696809.750000 Penalty: 848.323853
	Iteration 6Q: 3 clusters Score -696809.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -696950.250000 Penalty: 848.323853
	Iteration 7Q: 3 clusters Score -696950.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -696998.500000 Penalty: 848.323853
	Iteration 8Q: 3 clusters Score -696998.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -697035.187500 Penalty: 848.323853
	Iteration 9Q: 3 clusters Score -697035.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -697068.625000 Penalty: 848.323853
	Iteration 10Q: 3 clusters Score -697068.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -697087.062500 Penalty: 848.323853
	Iteration 11Q: 3 clusters Score -697087.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -697105.062500 Penalty: 848.323853
	Iteration 12Q: 3 clusters Score -697105.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -697123.187500 Penalty: 848.323853
	Iteration 13Q: 3 clusters Score -697123.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -697140.687500 Penalty: 848.323853
	Iteration 14Q: 3 clusters Score -697140.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -697152.000000 Penalty: 848.323853
	Iteration 15Q: 3 clusters Score -697152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -697162.500000 Penalty: 848.323853
	Iteration 16Q: 3 clusters Score -697162.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -697170.312500 Penalty: 848.323853
	Iteration 17Q: 3 clusters Score -697170.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -697175.250000 Penalty: 848.323853
	Iteration 18Q: 3 clusters Score -697175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -697179.875000 Penalty: 848.323853
	Iteration 19Q: 3 clusters Score -697179.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -697181.437500 Penalty: 848.323853
	Iteration 20F: 3 clusters Score -697181.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -697182.375000 Penalty: 848.323853
	Iteration 21Q: 3 clusters Score -697182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -697185.875000 Penalty: 848.323853
	Iteration 22Q: 3 clusters Score -697185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -697185.250000 Penalty: 848.323853
	Iteration 23Q: 3 clusters Score -697185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -697186.687500 Penalty: 848.323853
	Iteration 24Q: 3 clusters Score -697186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -697186.687500 Penalty: 848.323853
	Iteration 25F: 3 clusters Score -697186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Entering Unmasked Estep 
Score: -5044127.000000 Penalty: 513.637268
	Iteration 0F: 2 clusters Score -5044127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4991333.000000 Penalty: 1027.274536
	Iteration 0F: 3 clusters Score -4991333 nChanged 38909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5014354.000000 Penalty: 1027.274536
	Iteration 1F: 3 clusters Score -5014354 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5015522.000000 Penalty: 1027.274536
	Iteration 2Q: 3 clusters Score -5015522 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5017488.500000 Penalty: 1027.274536
	Iteration 3F: 3 clusters Score -5017488 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5020879.000000 Penalty: 1027.274536
	Iteration 4F: 3 clusters Score -5020879 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5025938.000000 Penalty: 1027.274536
	Iteration 5F: 3 clusters Score -5025938 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -5032311.000000 Penalty: 1027.274536
	Iteration 6F: 3 clusters Score -5032311 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5037640.000000 Penalty: 1027.274536
	Iteration 7F: 3 clusters Score -5037640 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5040840.500000 Penalty: 1027.274536
	Iteration 8Q: 3 clusters Score -5040840 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5042199.500000 Penalty: 1027.274536
	Iteration 9Q: 3 clusters Score -5042200 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5042825.000000 Penalty: 1027.274536
	Iteration 10Q: 3 clusters Score -5042825 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5043241.000000 Penalty: 1027.274536
	Iteration 11Q: 3 clusters Score -5043241 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5043447.000000 Penalty: 1027.274536
	Iteration 12Q: 3 clusters Score -5043447 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5043601.500000 Penalty: 1027.274536
	Iteration 13Q: 3 clusters Score -5043602 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5043680.500000 Penalty: 1027.274536
	Iteration 14Q: 3 clusters Score -5043680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5043713.000000 Penalty: 1027.274536
	Iteration 15Q: 3 clusters Score -5043713 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5043767.000000 Penalty: 1027.274536
	Iteration 16Q: 3 clusters Score -5043767 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5043791.000000 Penalty: 1027.274536
	Iteration 17Q: 3 clusters Score -5043791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5043799.000000 Penalty: 1027.274536
	Iteration 18Q: 3 clusters Score -5043799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5043812.000000 Penalty: 1027.274536
	Iteration 19Q: 3 clusters Score -5043812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5043820.500000 Penalty: 1027.274536
	Iteration 20F: 3 clusters Score -5043820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5043829.000000 Penalty: 1027.274536
	Iteration 21Q: 3 clusters Score -5043829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5043836.500000 Penalty: 1027.274536
	Iteration 22Q: 3 clusters Score -5043836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5043836.000000 Penalty: 1027.274536
	Iteration 23Q: 3 clusters Score -5043836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5043839.500000 Penalty: 1027.274536
	Iteration 24Q: 3 clusters Score -5043840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5043832.500000 Penalty: 1027.274536
	Iteration 25Q: 3 clusters Score -5043832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5043831.500000 Penalty: 1027.274536
	Iteration 26Q: 3 clusters Score -5043832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5043826.000000 Penalty: 1027.274536
	Iteration 27Q: 3 clusters Score -5043826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5043835.000000 Penalty: 1027.274536
	Iteration 28Q: 3 clusters Score -5043835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5043836.500000 Penalty: 1027.274536
	Iteration 29Q: 3 clusters Score -5043836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5043838.000000 Penalty: 1027.274536
	Iteration 30Q: 3 clusters Score -5043838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5043841.000000 Penalty: 1027.274536
	Iteration 31Q: 3 clusters Score -5043841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5043838.500000 Penalty: 1027.274536
	Iteration 32Q: 3 clusters Score -5043838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5043839.000000 Penalty: 1027.274536
	Iteration 33Q: 3 clusters Score -5043839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5043841.500000 Penalty: 1027.274536
	Iteration 34Q: 3 clusters Score -5043842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5043845.000000 Penalty: 1027.274536
	Iteration 35Q: 3 clusters Score -5043845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5043844.500000 Penalty: 1027.274536
	Iteration 36Q: 3 clusters Score -5043844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5043854.000000 Penalty: 1027.274536
	Iteration 37Q: 3 clusters Score -5043854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5043851.500000 Penalty: 1027.274536
	Iteration 38Q: 3 clusters Score -5043852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5043857.000000 Penalty: 1027.274536
	Iteration 39Q: 3 clusters Score -5043857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5043854.000000 Penalty: 1027.274536
	Iteration 40F: 3 clusters Score -5043854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5043856.500000 Penalty: 1027.274536
	Iteration 41Q: 3 clusters Score -5043856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5043851.000000 Penalty: 1027.274536
	Iteration 42Q: 3 clusters Score -5043851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5043851.000000 Penalty: 1027.274536
	Iteration 43F: 3 clusters Score -5043851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1726.711304 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1726.711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1747.953125 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1747.953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1796.452637 Penalty: 364.667328
	Iteration 2F: 3 clusters Score -1796.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1806.742676 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -1806.743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1813.424316 Penalty: 364.667328
	Iteration 4Q: 3 clusters Score -1813.424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1813.424316 Penalty: 364.667328
	Iteration 5F: 3 clusters Score -1813.424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -419881.062500 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -419881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -415565.750000 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -415565.8 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -417221.656250 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -417221.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -417435.593750 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -417435.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -417736.312500 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -417736.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -418139.718750 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -418139.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -418642.406250 Penalty: 798.237000
	Iteration 5F: 3 clusters Score -418642.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -419033.468750 Penalty: 798.237000
	Iteration 6F: 3 clusters Score -419033.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -419330.562500 Penalty: 798.237000
	Iteration 7F: 3 clusters Score -419330.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -419462.000000 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -419462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -419517.000000 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -419517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -419549.718750 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -419549.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -419570.875000 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -419570.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -419584.625000 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -419584.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -419591.093750 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -419591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -419593.218750 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -419593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -419598.156250 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -419598.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -419601.906250 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -419601.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -419606.812500 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -419606.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -419610.687500 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -419610.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -419612.437500 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -419612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -419613.500000 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -419613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -419614.375000 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -419614.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -419615.812500 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -419615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -419617.281250 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -419617.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -419618.343750 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -419618.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -419619.906250 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -419619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -419619.531250 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -419619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -419620.406250 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -419620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -419619.937500 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -419619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -419621.031250 Penalty: 798.237000
	Iteration 29Q: 3 clusters Score -419621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -419620.968750 Penalty: 798.237000
	Iteration 30Q: 3 clusters Score -419621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -419621.187500 Penalty: 798.237000
	Iteration 31Q: 3 clusters Score -419621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -419621.500000 Penalty: 798.237000
	Iteration 32Q: 3 clusters Score -419621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -419621.187500 Penalty: 798.237000
	Iteration 33Q: 3 clusters Score -419621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -419621.437500 Penalty: 798.237000
	Iteration 34Q: 3 clusters Score -419621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -419621.406250 Penalty: 798.237000
	Iteration 35Q: 3 clusters Score -419621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -419621.406250 Penalty: 798.237000
	Iteration 36F: 3 clusters Score -419621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Entering Unmasked Estep 
Score: -636754.937500 Penalty: 418.979401
	Iteration 0F: 2 clusters Score -636754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -630009.312500 Penalty: 837.958801
	Iteration 0F: 3 clusters Score -630009.3 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -632864.937500 Penalty: 837.958801
	Iteration 1F: 3 clusters Score -632864.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -633162.437500 Penalty: 837.958801
	Iteration 2F: 3 clusters Score -633162.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -633536.187500 Penalty: 837.958801
	Iteration 3F: 3 clusters Score -633536.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -633964.062500 Penalty: 837.958801
	Iteration 4F: 3 clusters Score -633964.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -634414.875000 Penalty: 837.958801
	Iteration 5F: 3 clusters Score -634414.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -634854.000000 Penalty: 837.958801
	Iteration 6F: 3 clusters Score -634854 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -635167.312500 Penalty: 837.958801
	Iteration 7Q: 3 clusters Score -635167.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -635383.125000 Penalty: 837.958801
	Iteration 8Q: 3 clusters Score -635383.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -635512.125000 Penalty: 837.958801
	Iteration 9Q: 3 clusters Score -635512.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -635605.937500 Penalty: 837.958801
	Iteration 10Q: 3 clusters Score -635605.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -635684.625000 Penalty: 837.958801
	Iteration 11Q: 3 clusters Score -635684.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -635746.250000 Penalty: 837.958801
	Iteration 12Q: 3 clusters Score -635746.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -635803.250000 Penalty: 837.958801
	Iteration 13Q: 3 clusters Score -635803.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -635863.250000 Penalty: 837.958801
	Iteration 14Q: 3 clusters Score -635863.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -635917.187500 Penalty: 837.958801
	Iteration 15Q: 3 clusters Score -635917.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -635970.437500 Penalty: 837.958801
	Iteration 16Q: 3 clusters Score -635970.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -636023.937500 Penalty: 837.958801
	Iteration 17Q: 3 clusters Score -636023.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -636063.375000 Penalty: 837.958801
	Iteration 18Q: 3 clusters Score -636063.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -636099.687500 Penalty: 837.958801
	Iteration 19Q: 3 clusters Score -636099.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -636134.875000 Penalty: 837.958801
	Iteration 20F: 3 clusters Score -636134.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -636161.062500 Penalty: 837.958801
	Iteration 21Q: 3 clusters Score -636161.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -636189.250000 Penalty: 837.958801
	Iteration 22Q: 3 clusters Score -636189.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -636218.437500 Penalty: 837.958801
	Iteration 23Q: 3 clusters Score -636218.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -636243.562500 Penalty: 837.958801
	Iteration 24Q: 3 clusters Score -636243.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -636257.812500 Penalty: 837.958801
	Iteration 25Q: 3 clusters Score -636257.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -636273.687500 Penalty: 837.958801
	Iteration 26Q: 3 clusters Score -636273.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -636297.125000 Penalty: 837.958801
	Iteration 27Q: 3 clusters Score -636297.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -636310.937500 Penalty: 837.958801
	Iteration 28Q: 3 clusters Score -636310.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -636323.187500 Penalty: 837.958801
	Iteration 29Q: 3 clusters Score -636323.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -636333.875000 Penalty: 837.958801
	Iteration 30Q: 3 clusters Score -636333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -636344.875000 Penalty: 837.958801
	Iteration 31Q: 3 clusters Score -636344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -636356.437500 Penalty: 837.958801
	Iteration 32Q: 3 clusters Score -636356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -636361.625000 Penalty: 837.958801
	Iteration 33Q: 3 clusters Score -636361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -636365.562500 Penalty: 837.958801
	Iteration 34Q: 3 clusters Score -636365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -636368.875000 Penalty: 837.958801
	Iteration 35Q: 3 clusters Score -636368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -636374.750000 Penalty: 837.958801
	Iteration 36Q: 3 clusters Score -636374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -636378.625000 Penalty: 837.958801
	Iteration 37Q: 3 clusters Score -636378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -636382.125000 Penalty: 837.958801
	Iteration 38Q: 3 clusters Score -636382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -636385.562500 Penalty: 837.958801
	Iteration 39Q: 3 clusters Score -636385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -636388.125000 Penalty: 837.958801
	Iteration 40F: 3 clusters Score -636388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -636389.250000 Penalty: 837.958801
	Iteration 41Q: 3 clusters Score -636389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -636389.250000 Penalty: 837.958801
	Iteration 42F: 3 clusters Score -636389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -183219.046875 Penalty: 367.509735
	Iteration 0F: 2 clusters Score -183219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -181019.031250 Penalty: 735.019470
	Iteration 0F: 3 clusters Score -181019 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -181864.031250 Penalty: 735.019470
	Iteration 1F: 3 clusters Score -181864 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -182057.031250 Penalty: 735.019470
	Iteration 2F: 3 clusters Score -182057 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182223.953125 Penalty: 735.019470
	Iteration 3F: 3 clusters Score -182224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -182373.171875 Penalty: 735.019470
	Iteration 4F: 3 clusters Score -182373.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182490.937500 Penalty: 735.019470
	Iteration 5F: 3 clusters Score -182490.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -182587.656250 Penalty: 735.019470
	Iteration 6Q: 3 clusters Score -182587.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182658.312500 Penalty: 735.019470
	Iteration 7Q: 3 clusters Score -182658.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -182720.890625 Penalty: 735.019470
	Iteration 8Q: 3 clusters Score -182720.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -182778.875000 Penalty: 735.019470
	Iteration 9Q: 3 clusters Score -182778.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -182818.921875 Penalty: 735.019470
	Iteration 10Q: 3 clusters Score -182818.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -182843.093750 Penalty: 735.019470
	Iteration 11Q: 3 clusters Score -182843.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -182858.406250 Penalty: 735.019470
	Iteration 12Q: 3 clusters Score -182858.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -182872.062500 Penalty: 735.019470
	Iteration 13Q: 3 clusters Score -182872.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -182888.937500 Penalty: 735.019470
	Iteration 14Q: 3 clusters Score -182888.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -182897.968750 Penalty: 735.019470
	Iteration 15Q: 3 clusters Score -182898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182901.218750 Penalty: 735.019470
	Iteration 16Q: 3 clusters Score -182901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -182907.703125 Penalty: 735.019470
	Iteration 17Q: 3 clusters Score -182907.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -182915.234375 Penalty: 735.019470
	Iteration 18Q: 3 clusters Score -182915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -182919.875000 Penalty: 735.019470
	Iteration 19Q: 3 clusters Score -182919.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -182922.906250 Penalty: 735.019470
	Iteration 20F: 3 clusters Score -182922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182924.515625 Penalty: 735.019470
	Iteration 21Q: 3 clusters Score -182924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -182924.828125 Penalty: 735.019470
	Iteration 22Q: 3 clusters Score -182924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -182925.093750 Penalty: 735.019470
	Iteration 23Q: 3 clusters Score -182925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -182925.062500 Penalty: 735.019470
	Iteration 24Q: 3 clusters Score -182925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -182925.140625 Penalty: 735.019470
	Iteration 25Q: 3 clusters Score -182925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -182925.828125 Penalty: 735.019470
	Iteration 26Q: 3 clusters Score -182925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -182925.859375 Penalty: 735.019470
	Iteration 27Q: 3 clusters Score -182925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -182925.828125 Penalty: 735.019470
	Iteration 28Q: 3 clusters Score -182925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -182925.828125 Penalty: 735.019470
	Iteration 29F: 3 clusters Score -182925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -55307.187500 Penalty: 310.853882
	Iteration 0F: 2 clusters Score -55307.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54512.769531 Penalty: 621.707764
	Iteration 0F: 3 clusters Score -54512.77 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54720.812500 Penalty: 621.707764
	Iteration 1F: 3 clusters Score -54720.81 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54802.609375 Penalty: 621.707764
	Iteration 2F: 3 clusters Score -54802.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54845.058594 Penalty: 621.707764
	Iteration 3F: 3 clusters Score -54845.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54869.343750 Penalty: 621.707764
	Iteration 4Q: 3 clusters Score -54869.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54879.687500 Penalty: 621.707764
	Iteration 5Q: 3 clusters Score -54879.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54888.531250 Penalty: 621.707764
	Iteration 6Q: 3 clusters Score -54888.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54904.214844 Penalty: 621.707764
	Iteration 7Q: 3 clusters Score -54904.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -54924.878906 Penalty: 621.707764
	Iteration 8Q: 3 clusters Score -54924.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54951.738281 Penalty: 621.707764
	Iteration 9Q: 3 clusters Score -54951.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -54983.105469 Penalty: 621.707764
	Iteration 10Q: 3 clusters Score -54983.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -55010.699219 Penalty: 621.707764
	Iteration 11Q: 3 clusters Score -55010.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -55036.476562 Penalty: 621.707764
	Iteration 12Q: 3 clusters Score -55036.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55057.281250 Penalty: 621.707764
	Iteration 13Q: 3 clusters Score -55057.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -55078.269531 Penalty: 621.707764
	Iteration 14Q: 3 clusters Score -55078.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -55085.703125 Penalty: 621.707764
	Iteration 15Q: 3 clusters Score -55085.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55091.796875 Penalty: 621.707764
	Iteration 16Q: 3 clusters Score -55091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -55097.468750 Penalty: 621.707764
	Iteration 17Q: 3 clusters Score -55097.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55104.308594 Penalty: 621.707764
	Iteration 18Q: 3 clusters Score -55104.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -55106.058594 Penalty: 621.707764
	Iteration 19Q: 3 clusters Score -55106.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55108.359375 Penalty: 621.707764
	Iteration 20F: 3 clusters Score -55108.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55109.429688 Penalty: 621.707764
	Iteration 21Q: 3 clusters Score -55109.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55110.738281 Penalty: 621.707764
	Iteration 22Q: 3 clusters Score -55110.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -55113.687500 Penalty: 621.707764
	Iteration 23Q: 3 clusters Score -55113.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -55116.121094 Penalty: 621.707764
	Iteration 24Q: 3 clusters Score -55116.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -55118.402344 Penalty: 621.707764
	Iteration 25Q: 3 clusters Score -55118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -55121.050781 Penalty: 621.707764
	Iteration 26Q: 3 clusters Score -55121.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55123.878906 Penalty: 621.707764
	Iteration 27Q: 3 clusters Score -55123.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -55125.429688 Penalty: 621.707764
	Iteration 28Q: 3 clusters Score -55125.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -55128.597656 Penalty: 621.707764
	Iteration 29Q: 3 clusters Score -55128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -55130.523438 Penalty: 621.707764
	Iteration 30Q: 3 clusters Score -55130.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -55131.308594 Penalty: 621.707764
	Iteration 31Q: 3 clusters Score -55131.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -55131.488281 Penalty: 621.707764
	Iteration 32Q: 3 clusters Score -55131.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -55131.777344 Penalty: 621.707764
	Iteration 33Q: 3 clusters Score -55131.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -55132.460938 Penalty: 621.707764
	Iteration 34Q: 3 clusters Score -55132.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -55132.902344 Penalty: 621.707764
	Iteration 35Q: 3 clusters Score -55132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -55132.902344 Penalty: 621.707764
	Iteration 36F: 3 clusters Score -55132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4542.761230 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4542.761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4611.635254 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4611.635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4618.986816 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4618.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4620.034668 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4620.035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4620.034668 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -4620.035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Entering Unmasked Estep 
Score: -4874301.500000 Penalty: 512.418640
	Iteration 0F: 2 clusters Score -4874302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4823598.500000 Penalty: 1024.837280
	Iteration 0F: 3 clusters Score -4823598 nChanged 37809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4847618.000000 Penalty: 1024.837280
	Iteration 1F: 3 clusters Score -4847618 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4849423.000000 Penalty: 1024.837280
	Iteration 2Q: 3 clusters Score -4849423 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4852404.500000 Penalty: 1024.837280
	Iteration 3F: 3 clusters Score -4852404 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4856713.500000 Penalty: 1024.837280
	Iteration 4F: 3 clusters Score -4856714 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4861465.000000 Penalty: 1024.837280
	Iteration 5F: 3 clusters Score -4861465 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4864267.000000 Penalty: 1024.837280
	Iteration 6F: 3 clusters Score -4864267 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4865374.000000 Penalty: 1024.837280
	Iteration 7Q: 3 clusters Score -4865374 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4866134.500000 Penalty: 1024.837280
	Iteration 8Q: 3 clusters Score -4866134 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4866836.500000 Penalty: 1024.837280
	Iteration 9Q: 3 clusters Score -4866836 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4867546.000000 Penalty: 1024.837280
	Iteration 10Q: 3 clusters Score -4867546 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4868221.000000 Penalty: 1024.837280
	Iteration 11Q: 3 clusters Score -4868221 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4868939.500000 Penalty: 1024.837280
	Iteration 12Q: 3 clusters Score -4868940 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4869671.500000 Penalty: 1024.837280
	Iteration 13Q: 3 clusters Score -4869672 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4870369.000000 Penalty: 1024.837280
	Iteration 14Q: 3 clusters Score -4870369 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4871040.500000 Penalty: 1024.837280
	Iteration 15Q: 3 clusters Score -4871040 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4871617.500000 Penalty: 1024.837280
	Iteration 16Q: 3 clusters Score -4871618 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4872053.500000 Penalty: 1024.837280
	Iteration 17Q: 3 clusters Score -4872054 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4872282.500000 Penalty: 1024.837280
	Iteration 18Q: 3 clusters Score -4872282 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4872474.000000 Penalty: 1024.837280
	Iteration 19Q: 3 clusters Score -4872474 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4872702.500000 Penalty: 1024.837280
	Iteration 20F: 3 clusters Score -4872702 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4872814.000000 Penalty: 1024.837280
	Iteration 21Q: 3 clusters Score -4872814 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4872890.500000 Penalty: 1024.837280
	Iteration 22Q: 3 clusters Score -4872890 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -4872954.000000 Penalty: 1024.837280
	Iteration 23Q: 3 clusters Score -4872954 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4873006.500000 Penalty: 1024.837280
	Iteration 24Q: 3 clusters Score -4873006 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -4873017.500000 Penalty: 1024.837280
	Iteration 25Q: 3 clusters Score -4873018 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -4873095.500000 Penalty: 1024.837280
	Iteration 26Q: 3 clusters Score -4873096 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4873103.000000 Penalty: 1024.837280
	Iteration 27Q: 3 clusters Score -4873103 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -4873173.000000 Penalty: 1024.837280
	Iteration 28Q: 3 clusters Score -4873173 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -4873182.500000 Penalty: 1024.837280
	Iteration 29Q: 3 clusters Score -4873182 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -4873193.500000 Penalty: 1024.837280
	Iteration 30Q: 3 clusters Score -4873194 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -4873240.500000 Penalty: 1024.837280
	Iteration 31Q: 3 clusters Score -4873240 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -4873297.500000 Penalty: 1024.837280
	Iteration 32Q: 3 clusters Score -4873298 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -4873330.000000 Penalty: 1024.837280
	Iteration 33Q: 3 clusters Score -4873330 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -4873349.000000 Penalty: 1024.837280
	Iteration 34Q: 3 clusters Score -4873349 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -4873357.000000 Penalty: 1024.837280
	Iteration 35Q: 3 clusters Score -4873357 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -4873381.500000 Penalty: 1024.837280
	Iteration 36Q: 3 clusters Score -4873382 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4873376.000000 Penalty: 1024.837280
	Iteration 37Q: 3 clusters Score -4873376 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -4873416.500000 Penalty: 1024.837280
	Iteration 38Q: 3 clusters Score -4873416 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -4873440.500000 Penalty: 1024.837280
	Iteration 39Q: 3 clusters Score -4873440 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -4873479.500000 Penalty: 1024.837280
	Iteration 40F: 3 clusters Score -4873480 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -4873504.000000 Penalty: 1024.837280
	Iteration 41Q: 3 clusters Score -4873504 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -4873512.000000 Penalty: 1024.837280
	Iteration 42Q: 3 clusters Score -4873512 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -4873532.000000 Penalty: 1024.837280
	Iteration 43Q: 3 clusters Score -4873532 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -4873551.500000 Penalty: 1024.837280
	Iteration 44Q: 3 clusters Score -4873552 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -4873575.500000 Penalty: 1024.837280
	Iteration 45Q: 3 clusters Score -4873576 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -4873606.000000 Penalty: 1024.837280
	Iteration 46Q: 3 clusters Score -4873606 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -4873638.500000 Penalty: 1024.837280
	Iteration 47Q: 3 clusters Score -4873638 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -4873637.500000 Penalty: 1024.837280
	Iteration 48Q: 3 clusters Score -4873638 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -4873634.500000 Penalty: 1024.837280
	Iteration 49Q: 3 clusters Score -4873634 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -4873645.000000 Penalty: 1024.837280
	Iteration 50Q: 3 clusters Score -4873645 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -4873668.500000 Penalty: 1024.837280
	Iteration 51Q: 3 clusters Score -4873668 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -4873686.500000 Penalty: 1024.837280
	Iteration 52Q: 3 clusters Score -4873686 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -4873678.000000 Penalty: 1024.837280
	Iteration 53Q: 3 clusters Score -4873678 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -4873677.000000 Penalty: 1024.837280
	Iteration 54Q: 3 clusters Score -4873677 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -4873712.000000 Penalty: 1024.837280
	Iteration 55Q: 3 clusters Score -4873712 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -4873725.000000 Penalty: 1024.837280
	Iteration 56Q: 3 clusters Score -4873725 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -4873738.500000 Penalty: 1024.837280
	Iteration 57Q: 3 clusters Score -4873738 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -4873721.500000 Penalty: 1024.837280
	Iteration 58Q: 3 clusters Score -4873722 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -4873727.000000 Penalty: 1024.837280
	Iteration 59Q: 3 clusters Score -4873727 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -4873714.500000 Penalty: 1024.837280
	Iteration 60F: 3 clusters Score -4873714 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -4873724.000000 Penalty: 1024.837280
	Iteration 61Q: 3 clusters Score -4873724 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -4873749.000000 Penalty: 1024.837280
	Iteration 62Q: 3 clusters Score -4873749 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -4873753.000000 Penalty: 1024.837280
	Iteration 63Q: 3 clusters Score -4873753 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -4873736.500000 Penalty: 1024.837280
	Iteration 64Q: 3 clusters Score -4873736 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -4873774.500000 Penalty: 1024.837280
	Iteration 65Q: 3 clusters Score -4873774 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -4873808.500000 Penalty: 1024.837280
	Iteration 66Q: 3 clusters Score -4873808 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -4873826.500000 Penalty: 1024.837280
	Iteration 67Q: 3 clusters Score -4873826 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -4873813.000000 Penalty: 1024.837280
	Iteration 68Q: 3 clusters Score -4873813 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -4873814.000000 Penalty: 1024.837280
	Iteration 69Q: 3 clusters Score -4873814 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -4873799.000000 Penalty: 1024.837280
	Iteration 70Q: 3 clusters Score -4873799 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -4873804.000000 Penalty: 1024.837280
	Iteration 71Q: 3 clusters Score -4873804 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -4873826.000000 Penalty: 1024.837280
	Iteration 72Q: 3 clusters Score -4873826 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -4873850.000000 Penalty: 1024.837280
	Iteration 73Q: 3 clusters Score -4873850 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -4873868.500000 Penalty: 1024.837280
	Iteration 74Q: 3 clusters Score -4873868 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -4873916.000000 Penalty: 1024.837280
	Iteration 75Q: 3 clusters Score -4873916 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -4873895.500000 Penalty: 1024.837280
	Iteration 76Q: 3 clusters Score -4873896 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -4873896.500000 Penalty: 1024.837280
	Iteration 77Q: 3 clusters Score -4873896 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -4873912.500000 Penalty: 1024.837280
	Iteration 78Q: 3 clusters Score -4873912 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -4873953.000000 Penalty: 1024.837280
	Iteration 79Q: 3 clusters Score -4873953 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -4873974.500000 Penalty: 1024.837280
	Iteration 80F: 3 clusters Score -4873974 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -4873988.500000 Penalty: 1024.837280
	Iteration 81Q: 3 clusters Score -4873988 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -4873983.500000 Penalty: 1024.837280
	Iteration 82Q: 3 clusters Score -4873984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -4873979.000000 Penalty: 1024.837280
	Iteration 83Q: 3 clusters Score -4873979 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -4873976.500000 Penalty: 1024.837280
	Iteration 84Q: 3 clusters Score -4873976 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -4873963.500000 Penalty: 1024.837280
	Iteration 85Q: 3 clusters Score -4873964 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -4873959.000000 Penalty: 1024.837280
	Iteration 86Q: 3 clusters Score -4873959 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -4874010.000000 Penalty: 1024.837280
	Iteration 87Q: 3 clusters Score -4874010 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -4874021.500000 Penalty: 1024.837280
	Iteration 88Q: 3 clusters Score -4874022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -4874038.000000 Penalty: 1024.837280
	Iteration 89Q: 3 clusters Score -4874038 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -4874027.500000 Penalty: 1024.837280
	Iteration 90Q: 3 clusters Score -4874028 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -4874037.500000 Penalty: 1024.837280
	Iteration 91Q: 3 clusters Score -4874038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -4874042.000000 Penalty: 1024.837280
	Iteration 92Q: 3 clusters Score -4874042 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -4874052.000000 Penalty: 1024.837280
	Iteration 93Q: 3 clusters Score -4874052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -4874064.000000 Penalty: 1024.837280
	Iteration 94Q: 3 clusters Score -4874064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -4874091.500000 Penalty: 1024.837280
	Iteration 95Q: 3 clusters Score -4874092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -4874092.500000 Penalty: 1024.837280
	Iteration 96Q: 3 clusters Score -4874092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -4874085.500000 Penalty: 1024.837280
	Iteration 97Q: 3 clusters Score -4874086 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -4874081.000000 Penalty: 1024.837280
	Iteration 98Q: 3 clusters Score -4874081 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -4874093.000000 Penalty: 1024.837280
	Iteration 99Q: 3 clusters Score -4874093 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -4874108.500000 Penalty: 1024.837280
	Iteration 100F: 3 clusters Score -4874108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -4874121.500000 Penalty: 1024.837280
	Iteration 101Q: 3 clusters Score -4874122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -4874129.500000 Penalty: 1024.837280
	Iteration 102Q: 3 clusters Score -4874130 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -4874127.000000 Penalty: 1024.837280
	Iteration 103Q: 3 clusters Score -4874127 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4874146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4874160 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4874163 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4874179 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4874194 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4874213 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4874219 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4874225 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4874242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4874262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4874289 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4874292 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4874284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4874303 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4874316 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4874320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4874318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4874316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4874320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4874333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4874340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4874348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4874358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4874374 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4874374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4874368 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 72101 members 
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	Iteration 130Q: 3 clusters Score -4874373 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4874394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4874388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4874403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4874410 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4874419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4874434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4874442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4874452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4874470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4874484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4874494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4874496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4874477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4874476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4874475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4874476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4874477 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4874474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -4874459.000000 Penalty: 1024.837280
	Iteration 149Q: 3 clusters Score -4874459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4874478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4874464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4874454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4874438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4874429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4874437 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4874436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4874438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4874430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4874398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -4874404.000000 Penalty: 1024.837280
	Iteration 160F: 3 clusters Score -4874404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4874408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4874412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4874408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4874392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4874378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4874380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4874368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4874360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4874358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4874362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4874346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4874334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4874328 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -4874340.000000 Penalty: 1024.837280
	Iteration 174Q: 3 clusters Score -4874340 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4874342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4874330 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4874330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4874322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4874292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4874296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4874292 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4874283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -4874281.000000 Penalty: 1024.837280
	Iteration 183Q: 3 clusters Score -4874281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4874262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4874252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -4874235.000000 Penalty: 1024.837280
	Iteration 186Q: 3 clusters Score -4874235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4874220 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4874219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -4874203.000000 Penalty: 1024.837280
	Iteration 189Q: 3 clusters Score -4874203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -4874185.500000 Penalty: 1024.837280
	Iteration 190Q: 3 clusters Score -4874186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -4874177.000000 Penalty: 1024.837280
	Iteration 191Q: 3 clusters Score -4874177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4874167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -4874171.500000 Penalty: 1024.837280
	Iteration 193Q: 3 clusters Score -4874172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4874166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -4874149.000000 Penalty: 1024.837280
	Iteration 195Q: 3 clusters Score -4874149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -4874139.000000 Penalty: 1024.837280
	Iteration 196Q: 3 clusters Score -4874139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4874148 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -4874143.500000 Penalty: 1024.837280
	Iteration 198Q: 3 clusters Score -4874144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -4874137.500000 Penalty: 1024.837280
	Iteration 199Q: 3 clusters Score -4874138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -4874128.000000 Penalty: 1024.837280
	Iteration 200F: 3 clusters Score -4874128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -4874132.000000 Penalty: 1024.837280
	Iteration 201Q: 3 clusters Score -4874132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -4874127.500000 Penalty: 1024.837280
	Iteration 202Q: 3 clusters Score -4874128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -4874126.000000 Penalty: 1024.837280
	Iteration 203Q: 3 clusters Score -4874126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -4874118.000000 Penalty: 1024.837280
	Iteration 204Q: 3 clusters Score -4874118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -4874124.000000 Penalty: 1024.837280
	Iteration 205Q: 3 clusters Score -4874124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -4874131.000000 Penalty: 1024.837280
	Iteration 206Q: 3 clusters Score -4874131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -4874135.500000 Penalty: 1024.837280
	Iteration 207Q: 3 clusters Score -4874136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -4874137.500000 Penalty: 1024.837280
	Iteration 208Q: 3 clusters Score -4874138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -4874138.500000 Penalty: 1024.837280
	Iteration 209Q: 3 clusters Score -4874138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -4874135.000000 Penalty: 1024.837280
	Iteration 210Q: 3 clusters Score -4874135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -4874144.500000 Penalty: 1024.837280
	Iteration 211Q: 3 clusters Score -4874144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -4874140.500000 Penalty: 1024.837280
	Iteration 212Q: 3 clusters Score -4874140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -4874138.500000 Penalty: 1024.837280
	Iteration 213Q: 3 clusters Score -4874138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -4874144.000000 Penalty: 1024.837280
	Iteration 214Q: 3 clusters Score -4874144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -4874139.500000 Penalty: 1024.837280
	Iteration 215Q: 3 clusters Score -4874140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -4874139.500000 Penalty: 1024.837280
	Iteration 216Q: 3 clusters Score -4874140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -4874137.500000 Penalty: 1024.837280
	Iteration 217Q: 3 clusters Score -4874138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -4874132.500000 Penalty: 1024.837280
	Iteration 218Q: 3 clusters Score -4874132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -4874135.500000 Penalty: 1024.837280
	Iteration 219Q: 3 clusters Score -4874136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -4874135.500000 Penalty: 1024.837280
	Iteration 220F: 3 clusters Score -4874136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -306745.000000 Penalty: 386.333649
	Iteration 0F: 2 clusters Score -306745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -303403.937500 Penalty: 772.667297
	Iteration 0F: 3 clusters Score -303403.9 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -304691.250000 Penalty: 772.667297
	Iteration 1F: 3 clusters Score -304691.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -304888.531250 Penalty: 772.667297
	Iteration 2F: 3 clusters Score -304888.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -305156.593750 Penalty: 772.667297
	Iteration 3F: 3 clusters Score -305156.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -305513.562500 Penalty: 772.667297
	Iteration 4F: 3 clusters Score -305513.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -305858.718750 Penalty: 772.667297
	Iteration 5F: 3 clusters Score -305858.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -306138.750000 Penalty: 772.667297
	Iteration 6F: 3 clusters Score -306138.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -306259.687500 Penalty: 772.667297
	Iteration 7Q: 3 clusters Score -306259.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -306315.687500 Penalty: 772.667297
	Iteration 8Q: 3 clusters Score -306315.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -306343.093750 Penalty: 772.667297
	Iteration 9Q: 3 clusters Score -306343.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -306357.843750 Penalty: 772.667297
	Iteration 10Q: 3 clusters Score -306357.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -306371.812500 Penalty: 772.667297
	Iteration 11Q: 3 clusters Score -306371.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -306380.937500 Penalty: 772.667297
	Iteration 12Q: 3 clusters Score -306380.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -306388.187500 Penalty: 772.667297
	Iteration 13Q: 3 clusters Score -306388.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -306394.375000 Penalty: 772.667297
	Iteration 14Q: 3 clusters Score -306394.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -306398.875000 Penalty: 772.667297
	Iteration 15Q: 3 clusters Score -306398.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -306402.468750 Penalty: 772.667297
	Iteration 16Q: 3 clusters Score -306402.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -306405.156250 Penalty: 772.667297
	Iteration 17Q: 3 clusters Score -306405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -306408.375000 Penalty: 772.667297
	Iteration 18Q: 3 clusters Score -306408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -306410.156250 Penalty: 772.667297
	Iteration 19Q: 3 clusters Score -306410.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -306410.875000 Penalty: 772.667297
	Iteration 20F: 3 clusters Score -306410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -306411.593750 Penalty: 772.667297
	Iteration 21Q: 3 clusters Score -306411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -306413.375000 Penalty: 772.667297
	Iteration 22Q: 3 clusters Score -306413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -306413.937500 Penalty: 772.667297
	Iteration 23Q: 3 clusters Score -306413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -306415.937500 Penalty: 772.667297
	Iteration 24Q: 3 clusters Score -306415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -306417.187500 Penalty: 772.667297
	Iteration 25Q: 3 clusters Score -306417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -306418.937500 Penalty: 772.667297
	Iteration 26Q: 3 clusters Score -306418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -306420.750000 Penalty: 772.667297
	Iteration 27Q: 3 clusters Score -306420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -306421.687500 Penalty: 772.667297
	Iteration 28Q: 3 clusters Score -306421.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -306422.500000 Penalty: 772.667297
	Iteration 29Q: 3 clusters Score -306422.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -306424.437500 Penalty: 772.667297
	Iteration 30Q: 3 clusters Score -306424.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -306429.687500 Penalty: 772.667297
	Iteration 31Q: 3 clusters Score -306429.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -306439.375000 Penalty: 772.667297
	Iteration 32Q: 3 clusters Score -306439.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -306452.687500 Penalty: 772.667297
	Iteration 33Q: 3 clusters Score -306452.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -306465.687500 Penalty: 772.667297
	Iteration 34Q: 3 clusters Score -306465.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -306476.437500 Penalty: 772.667297
	Iteration 35Q: 3 clusters Score -306476.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -306488.093750 Penalty: 772.667297
	Iteration 36Q: 3 clusters Score -306488.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -306509.406250 Penalty: 772.667297
	Iteration 37Q: 3 clusters Score -306509.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -306530.218750 Penalty: 772.667297
	Iteration 38Q: 3 clusters Score -306530.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -306551.781250 Penalty: 772.667297
	Iteration 39Q: 3 clusters Score -306551.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -306567.281250 Penalty: 772.667297
	Iteration 40F: 3 clusters Score -306567.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -306577.187500 Penalty: 772.667297
	Iteration 41Q: 3 clusters Score -306577.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -306585.906250 Penalty: 772.667297
	Iteration 42Q: 3 clusters Score -306585.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -306593.500000 Penalty: 772.667297
	Iteration 43Q: 3 clusters Score -306593.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -306602.562500 Penalty: 772.667297
	Iteration 44Q: 3 clusters Score -306602.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -306613.937500 Penalty: 772.667297
	Iteration 45Q: 3 clusters Score -306613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -306625.031250 Penalty: 772.667297
	Iteration 46Q: 3 clusters Score -306625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -306636.562500 Penalty: 772.667297
	Iteration 47Q: 3 clusters Score -306636.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -306642.781250 Penalty: 772.667297
	Iteration 48Q: 3 clusters Score -306642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -306647.031250 Penalty: 772.667297
	Iteration 49Q: 3 clusters Score -306647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -306651.250000 Penalty: 772.667297
	Iteration 50Q: 3 clusters Score -306651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -306654.656250 Penalty: 772.667297
	Iteration 51Q: 3 clusters Score -306654.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -306657.093750 Penalty: 772.667297
	Iteration 52Q: 3 clusters Score -306657.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -306659.437500 Penalty: 772.667297
	Iteration 53Q: 3 clusters Score -306659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -306662.531250 Penalty: 772.667297
	Iteration 54Q: 3 clusters Score -306662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -306667.468750 Penalty: 772.667297
	Iteration 55Q: 3 clusters Score -306667.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -306670.812500 Penalty: 772.667297
	Iteration 56Q: 3 clusters Score -306670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -306674.812500 Penalty: 772.667297
	Iteration 57Q: 3 clusters Score -306674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -306677.031250 Penalty: 772.667297
	Iteration 58Q: 3 clusters Score -306677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -306678.031250 Penalty: 772.667297
	Iteration 59Q: 3 clusters Score -306678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306679.687500 Penalty: 772.667297
	Iteration 60F: 3 clusters Score -306679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -306680.000000 Penalty: 772.667297
	Iteration 61Q: 3 clusters Score -306680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -306681.156250 Penalty: 772.667297
	Iteration 62Q: 3 clusters Score -306681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -306682.968750 Penalty: 772.667297
	Iteration 63Q: 3 clusters Score -306683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -306684.062500 Penalty: 772.667297
	Iteration 64Q: 3 clusters Score -306684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -306684.531250 Penalty: 772.667297
	Iteration 65Q: 3 clusters Score -306684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -306684.937500 Penalty: 772.667297
	Iteration 66Q: 3 clusters Score -306684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -306684.937500 Penalty: 772.667297
	Iteration 67F: 3 clusters Score -306684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -63596.617188 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -63596.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -62704.144531 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -62704.14 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -62969.253906 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -62969.25 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63081.687500 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -63081.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63163.140625 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -63163.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63225.164062 Penalty: 639.646973
	Iteration 4F: 3 clusters Score -63225.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63279.589844 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -63279.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63317.402344 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -63317.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63344.078125 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -63344.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63369.929688 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -63369.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63396.503906 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -63396.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63401.300781 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -63401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -63404.453125 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -63404.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63405.207031 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -63405.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63405.207031 Penalty: 639.646973
	Iteration 13F: 3 clusters Score -63405.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -447896.593750 Penalty: 400.970825
	Iteration 0F: 2 clusters Score -447896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -443333.281250 Penalty: 801.941650
	Iteration 0F: 3 clusters Score -443333.3 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -445055.625000 Penalty: 801.941650
	Iteration 1F: 3 clusters Score -445055.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -445317.156250 Penalty: 801.941650
	Iteration 2F: 3 clusters Score -445317.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -445682.750000 Penalty: 801.941650
	Iteration 3F: 3 clusters Score -445682.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -446137.875000 Penalty: 801.941650
	Iteration 4F: 3 clusters Score -446137.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -446583.156250 Penalty: 801.941650
	Iteration 5F: 3 clusters Score -446583.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -446929.937500 Penalty: 801.941650
	Iteration 6Q: 3 clusters Score -446929.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -447179.718750 Penalty: 801.941650
	Iteration 7Q: 3 clusters Score -447179.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -447308.281250 Penalty: 801.941650
	Iteration 8Q: 3 clusters Score -447308.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -447384.406250 Penalty: 801.941650
	Iteration 9Q: 3 clusters Score -447384.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -447437.656250 Penalty: 801.941650
	Iteration 10Q: 3 clusters Score -447437.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -447462.000000 Penalty: 801.941650
	Iteration 11Q: 3 clusters Score -447462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -447479.187500 Penalty: 801.941650
	Iteration 12Q: 3 clusters Score -447479.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -447492.531250 Penalty: 801.941650
	Iteration 13Q: 3 clusters Score -447492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -447496.843750 Penalty: 801.941650
	Iteration 14Q: 3 clusters Score -447496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -447501.468750 Penalty: 801.941650
	Iteration 15Q: 3 clusters Score -447501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -447506.093750 Penalty: 801.941650
	Iteration 16Q: 3 clusters Score -447506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -447511.843750 Penalty: 801.941650
	Iteration 17Q: 3 clusters Score -447511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -447517.656250 Penalty: 801.941650
	Iteration 18Q: 3 clusters Score -447517.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -447522.812500 Penalty: 801.941650
	Iteration 19Q: 3 clusters Score -447522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -447523.625000 Penalty: 801.941650
	Iteration 20F: 3 clusters Score -447523.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Entering Unmasked Estep 
Score: -2912874.000000 Penalty: 486.556885
	Iteration 0F: 2 clusters Score -2912874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2884105.000000 Penalty: 973.113770
	Iteration 0F: 3 clusters Score -2884105 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2896779.250000 Penalty: 973.113770
	Iteration 1F: 3 clusters Score -2896779 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2897718.750000 Penalty: 973.113770
	Iteration 2F: 3 clusters Score -2897719 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2899635.000000 Penalty: 973.113770
	Iteration 3F: 3 clusters Score -2899635 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2902901.250000 Penalty: 973.113770
	Iteration 4F: 3 clusters Score -2902901 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2906772.500000 Penalty: 973.113770
	Iteration 5F: 3 clusters Score -2906772 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2909742.750000 Penalty: 973.113770
	Iteration 6F: 3 clusters Score -2909743 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2911570.000000 Penalty: 973.113770
	Iteration 7Q: 3 clusters Score -2911570 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2912171.000000 Penalty: 973.113770
	Iteration 8Q: 3 clusters Score -2912171 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2912325.750000 Penalty: 973.113770
	Iteration 9Q: 3 clusters Score -2912326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2912376.000000 Penalty: 973.113770
	Iteration 10Q: 3 clusters Score -2912376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2912396.250000 Penalty: 973.113770
	Iteration 11Q: 3 clusters Score -2912396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2912407.500000 Penalty: 973.113770
	Iteration 12Q: 3 clusters Score -2912408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2912408.750000 Penalty: 973.113770
	Iteration 13Q: 3 clusters Score -2912409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2912406.250000 Penalty: 973.113770
	Iteration 14Q: 3 clusters Score -2912406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2912406.250000 Penalty: 973.113770
	Iteration 15F: 3 clusters Score -2912406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Entering Unmasked Estep 
Score: -5007008.000000 Penalty: 512.893921
	Iteration 0F: 2 clusters Score -5007008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4957143.500000 Penalty: 1025.787842
	Iteration 0F: 3 clusters Score -4957144 nChanged 38257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4980737.000000 Penalty: 1025.787842
	Iteration 1F: 3 clusters Score -4980737 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4981829.000000 Penalty: 1025.787842
	Iteration 2Q: 3 clusters Score -4981829 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4983449.500000 Penalty: 1025.787842
	Iteration 3Q: 3 clusters Score -4983450 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4986028.500000 Penalty: 1025.787842
	Iteration 4F: 3 clusters Score -4986028 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -4989711.000000 Penalty: 1025.787842
	Iteration 5F: 3 clusters Score -4989711 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4993438.000000 Penalty: 1025.787842
	Iteration 6F: 3 clusters Score -4993438 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -4995567.000000 Penalty: 1025.787842
	Iteration 7F: 3 clusters Score -4995567 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4996322.000000 Penalty: 1025.787842
	Iteration 8Q: 3 clusters Score -4996322 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4996649.500000 Penalty: 1025.787842
	Iteration 9Q: 3 clusters Score -4996650 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -4996800.500000 Penalty: 1025.787842
	Iteration 10Q: 3 clusters Score -4996800 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4996977.500000 Penalty: 1025.787842
	Iteration 11Q: 3 clusters Score -4996978 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4997224.500000 Penalty: 1025.787842
	Iteration 12Q: 3 clusters Score -4997224 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4997526.000000 Penalty: 1025.787842
	Iteration 13Q: 3 clusters Score -4997526 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4997750.000000 Penalty: 1025.787842
	Iteration 14Q: 3 clusters Score -4997750 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4998218.500000 Penalty: 1025.787842
	Iteration 15Q: 3 clusters Score -4998218 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -4998736.000000 Penalty: 1025.787842
	Iteration 16Q: 3 clusters Score -4998736 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4999424.000000 Penalty: 1025.787842
	Iteration 17Q: 3 clusters Score -4999424 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -5000125.000000 Penalty: 1025.787842
	Iteration 18Q: 3 clusters Score -5000125 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5000923.000000 Penalty: 1025.787842
	Iteration 19Q: 3 clusters Score -5000923 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5001829.000000 Penalty: 1025.787842
	Iteration 20F: 3 clusters Score -5001829 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5002757.000000 Penalty: 1025.787842
	Iteration 21Q: 3 clusters Score -5002757 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5003571.500000 Penalty: 1025.787842
	Iteration 22Q: 3 clusters Score -5003572 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5004581.500000 Penalty: 1025.787842
	Iteration 23Q: 3 clusters Score -5004582 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5005417.000000 Penalty: 1025.787842
	Iteration 24Q: 3 clusters Score -5005417 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5006034.000000 Penalty: 1025.787842
	Iteration 25Q: 3 clusters Score -5006034 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5006455.500000 Penalty: 1025.787842
	Iteration 26Q: 3 clusters Score -5006456 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5006693.000000 Penalty: 1025.787842
	Iteration 27Q: 3 clusters Score -5006693 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5006775.000000 Penalty: 1025.787842
	Iteration 28Q: 3 clusters Score -5006775 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5006840.000000 Penalty: 1025.787842
	Iteration 29Q: 3 clusters Score -5006840 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5006823.000000 Penalty: 1025.787842
	Iteration 30Q: 3 clusters Score -5006823 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5006808.500000 Penalty: 1025.787842
	Iteration 31Q: 3 clusters Score -5006808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5006785.000000 Penalty: 1025.787842
	Iteration 32Q: 3 clusters Score -5006785 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5006788.500000 Penalty: 1025.787842
	Iteration 33Q: 3 clusters Score -5006788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5006771.000000 Penalty: 1025.787842
	Iteration 34Q: 3 clusters Score -5006771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5006761.500000 Penalty: 1025.787842
	Iteration 35Q: 3 clusters Score -5006762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5006761.500000 Penalty: 1025.787842
	Iteration 36Q: 3 clusters Score -5006762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5006746.000000 Penalty: 1025.787842
	Iteration 37Q: 3 clusters Score -5006746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5006751.000000 Penalty: 1025.787842
	Iteration 38Q: 3 clusters Score -5006751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5006742.000000 Penalty: 1025.787842
	Iteration 39Q: 3 clusters Score -5006742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5006741.000000 Penalty: 1025.787842
	Iteration 40F: 3 clusters Score -5006741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5006743.500000 Penalty: 1025.787842
	Iteration 41Q: 3 clusters Score -5006744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5006740.500000 Penalty: 1025.787842
	Iteration 42Q: 3 clusters Score -5006740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5006741.500000 Penalty: 1025.787842
	Iteration 43Q: 3 clusters Score -5006742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5006746.500000 Penalty: 1025.787842
	Iteration 44Q: 3 clusters Score -5006746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5006742.000000 Penalty: 1025.787842
	Iteration 45Q: 3 clusters Score -5006742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5006741.000000 Penalty: 1025.787842
	Iteration 46Q: 3 clusters Score -5006741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5006741.000000 Penalty: 1025.787842
	Iteration 47F: 3 clusters Score -5006741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Entering Unmasked Estep 
Score: -1973790.750000 Penalty: 469.468048
	Iteration 0F: 2 clusters Score -1973791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1953704.750000 Penalty: 938.936096
	Iteration 0F: 3 clusters Score -1953705 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1962994.750000 Penalty: 938.936096
	Iteration 1F: 3 clusters Score -1962995 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1964211.375000 Penalty: 938.936096
	Iteration 2F: 3 clusters Score -1964211 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1965756.500000 Penalty: 938.936096
	Iteration 3F: 3 clusters Score -1965756 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -1967383.500000 Penalty: 938.936096
	Iteration 4F: 3 clusters Score -1967384 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1968903.125000 Penalty: 938.936096
	Iteration 5F: 3 clusters Score -1968903 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -1970191.875000 Penalty: 938.936096
	Iteration 6F: 3 clusters Score -1970192 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -1971218.125000 Penalty: 938.936096
	Iteration 7Q: 3 clusters Score -1971218 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -1972047.375000 Penalty: 938.936096
	Iteration 8Q: 3 clusters Score -1972047 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -1972665.125000 Penalty: 938.936096
	Iteration 9Q: 3 clusters Score -1972665 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -1973075.375000 Penalty: 938.936096
	Iteration 10Q: 3 clusters Score -1973075 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -1973327.875000 Penalty: 938.936096
	Iteration 11Q: 3 clusters Score -1973328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -1973458.125000 Penalty: 938.936096
	Iteration 12Q: 3 clusters Score -1973458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -1973523.750000 Penalty: 938.936096
	Iteration 13Q: 3 clusters Score -1973524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -1973569.000000 Penalty: 938.936096
	Iteration 14Q: 3 clusters Score -1973569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -1973583.250000 Penalty: 938.936096
	Iteration 15Q: 3 clusters Score -1973583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -1973583.000000 Penalty: 938.936096
	Iteration 16Q: 3 clusters Score -1973583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -1973585.750000 Penalty: 938.936096
	Iteration 17Q: 3 clusters Score -1973586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -1973583.375000 Penalty: 938.936096
	Iteration 18Q: 3 clusters Score -1973583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -1973584.375000 Penalty: 938.936096
	Iteration 19Q: 3 clusters Score -1973584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -1973584.250000 Penalty: 938.936096
	Iteration 20F: 3 clusters Score -1973584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -1973582.500000 Penalty: 938.936096
	Iteration 21Q: 3 clusters Score -1973582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1973581.375000 Penalty: 938.936096
	Iteration 22Q: 3 clusters Score -1973581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -1973582.000000 Penalty: 938.936096
	Iteration 23Q: 3 clusters Score -1973582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -1973582.000000 Penalty: 938.936096
	Iteration 24F: 3 clusters Score -1973582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Entering Unmasked Estep 
Score: -3910462.500000 Penalty: 503.967896
	Iteration 0F: 2 clusters Score -3910462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3868268.500000 Penalty: 1007.935791
	Iteration 0F: 3 clusters Score -3868268 nChanged 31542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3887458.250000 Penalty: 1007.935791
	Iteration 1F: 3 clusters Score -3887458 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3888933.000000 Penalty: 1007.935791
	Iteration 2Q: 3 clusters Score -3888933 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3891262.250000 Penalty: 1007.935791
	Iteration 3F: 3 clusters Score -3891262 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3894899.750000 Penalty: 1007.935791
	Iteration 4F: 3 clusters Score -3894900 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3899413.250000 Penalty: 1007.935791
	Iteration 5F: 3 clusters Score -3899413 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3903365.000000 Penalty: 1007.935791
	Iteration 6F: 3 clusters Score -3903365 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3905886.750000 Penalty: 1007.935791
	Iteration 7Q: 3 clusters Score -3905887 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3907152.000000 Penalty: 1007.935791
	Iteration 8Q: 3 clusters Score -3907152 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3907971.000000 Penalty: 1007.935791
	Iteration 9Q: 3 clusters Score -3907971 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3908512.750000 Penalty: 1007.935791
	Iteration 10Q: 3 clusters Score -3908513 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3908939.250000 Penalty: 1007.935791
	Iteration 11Q: 3 clusters Score -3908939 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3909257.500000 Penalty: 1007.935791
	Iteration 12Q: 3 clusters Score -3909258 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3909505.250000 Penalty: 1007.935791
	Iteration 13Q: 3 clusters Score -3909505 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3909719.750000 Penalty: 1007.935791
	Iteration 14Q: 3 clusters Score -3909720 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3909803.750000 Penalty: 1007.935791
	Iteration 15Q: 3 clusters Score -3909804 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3909899.000000 Penalty: 1007.935791
	Iteration 16Q: 3 clusters Score -3909899 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3909964.000000 Penalty: 1007.935791
	Iteration 17Q: 3 clusters Score -3909964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3910014.750000 Penalty: 1007.935791
	Iteration 18Q: 3 clusters Score -3910015 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3910049.000000 Penalty: 1007.935791
	Iteration 19Q: 3 clusters Score -3910049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3910067.250000 Penalty: 1007.935791
	Iteration 20F: 3 clusters Score -3910067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3910089.500000 Penalty: 1007.935791
	Iteration 21Q: 3 clusters Score -3910090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3910090.500000 Penalty: 1007.935791
	Iteration 22Q: 3 clusters Score -3910090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3910102.250000 Penalty: 1007.935791
	Iteration 23Q: 3 clusters Score -3910102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3910108.500000 Penalty: 1007.935791
	Iteration 24Q: 3 clusters Score -3910108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3910108.500000 Penalty: 1007.935791
	Iteration 25Q: 3 clusters Score -3910108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3910118.000000 Penalty: 1007.935791
	Iteration 26Q: 3 clusters Score -3910118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3910122.750000 Penalty: 1007.935791
	Iteration 27Q: 3 clusters Score -3910123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3910125.000000 Penalty: 1007.935791
	Iteration 28Q: 3 clusters Score -3910125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3910129.250000 Penalty: 1007.935791
	Iteration 29Q: 3 clusters Score -3910129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3910132.250000 Penalty: 1007.935791
	Iteration 30Q: 3 clusters Score -3910132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3910128.000000 Penalty: 1007.935791
	Iteration 31Q: 3 clusters Score -3910128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3910130.500000 Penalty: 1007.935791
	Iteration 32Q: 3 clusters Score -3910130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3910129.500000 Penalty: 1007.935791
	Iteration 33Q: 3 clusters Score -3910130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3910139.250000 Penalty: 1007.935791
	Iteration 34Q: 3 clusters Score -3910139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3910137.250000 Penalty: 1007.935791
	Iteration 35Q: 3 clusters Score -3910137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3910138.250000 Penalty: 1007.935791
	Iteration 36Q: 3 clusters Score -3910138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3910134.750000 Penalty: 1007.935791
	Iteration 37Q: 3 clusters Score -3910135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3910136.000000 Penalty: 1007.935791
	Iteration 38Q: 3 clusters Score -3910136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3910138.500000 Penalty: 1007.935791
	Iteration 39Q: 3 clusters Score -3910138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3910135.250000 Penalty: 1007.935791
	Iteration 40F: 3 clusters Score -3910135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -128033.273438 Penalty: 352.711700
	Iteration 0F: 2 clusters Score -128033.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -126395.304688 Penalty: 705.423401
	Iteration 0F: 3 clusters Score -126395.3 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -126966.085938 Penalty: 705.423401
	Iteration 1F: 3 clusters Score -126966.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127093.578125 Penalty: 705.423401
	Iteration 2F: 3 clusters Score -127093.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127211.703125 Penalty: 705.423401
	Iteration 3F: 3 clusters Score -127211.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -127301.984375 Penalty: 705.423401
	Iteration 4F: 3 clusters Score -127302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -127394.335938 Penalty: 705.423401
	Iteration 5F: 3 clusters Score -127394.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -127505.460938 Penalty: 705.423401
	Iteration 6F: 3 clusters Score -127505.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -127595.117188 Penalty: 705.423401
	Iteration 7Q: 3 clusters Score -127595.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -127644.960938 Penalty: 705.423401
	Iteration 8Q: 3 clusters Score -127645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -127674.867188 Penalty: 705.423401
	Iteration 9Q: 3 clusters Score -127674.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -127691.687500 Penalty: 705.423401
	Iteration 10Q: 3 clusters Score -127691.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -127701.398438 Penalty: 705.423401
	Iteration 11Q: 3 clusters Score -127701.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -127708.648438 Penalty: 705.423401
	Iteration 12Q: 3 clusters Score -127708.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -127714.031250 Penalty: 705.423401
	Iteration 13Q: 3 clusters Score -127714 nChanged 13
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: -127718.335938 Penalty: 705.423401
	Iteration 14Q: 3 clusters Score -127718.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -127723.382812 Penalty: 705.423401
	Iteration 15Q: 3 clusters Score -127723.4 nChanged 23
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: -127736.687500 Penalty: 705.423401
	Iteration 16Q: 3 clusters Score -127736.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -127744.554688 Penalty: 705.423401
	Iteration 17Q: 3 clusters Score -127744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -127748.632812 Penalty: 705.423401
	Iteration 18Q: 3 clusters Score -127748.6 nChanged 14
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: -127754.179688 Penalty: 705.423401
	Iteration 19Q: 3 clusters Score -127754.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -127759.234375 Penalty: 705.423401
	Iteration 20F: 3 clusters Score -127759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -127762.828125 Penalty: 705.423401
	Iteration 21Q: 3 clusters Score -127762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -127768.570312 Penalty: 705.423401
	Iteration 22Q: 3 clusters Score -127768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -127773.843750 Penalty: 705.423401
	Iteration 23Q: 3 clusters Score -127773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -127776.914062 Penalty: 705.423401
	Iteration 24Q: 3 clusters Score -127776.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -127779.968750 Penalty: 705.423401
	Iteration 25Q: 3 clusters Score -127780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -127782.921875 Penalty: 705.423401
	Iteration 26Q: 3 clusters Score -127782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -127785.710938 Penalty: 705.423401
	Iteration 27Q: 3 clusters Score -127785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -127788.890625 Penalty: 705.423401
	Iteration 28Q: 3 clusters Score -127788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -127792.500000 Penalty: 705.423401
	Iteration 29Q: 3 clusters Score -127792.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -127799.359375 Penalty: 705.423401
	Iteration 30Q: 3 clusters Score -127799.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -127807.460938 Penalty: 705.423401
	Iteration 31Q: 3 clusters Score -127807.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -127811.031250 Penalty: 705.423401
	Iteration 32Q: 3 clusters Score -127811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -127817.218750 Penalty: 705.423401
	Iteration 33Q: 3 clusters Score -127817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -127825.179688 Penalty: 705.423401
	Iteration 34Q: 3 clusters Score -127825.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -127829.656250 Penalty: 705.423401
	Iteration 35Q: 3 clusters Score -127829.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -127834.976562 Penalty: 705.423401
	Iteration 36Q: 3 clusters Score -127835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -127839.476562 Penalty: 705.423401
	Iteration 37Q: 3 clusters Score -127839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -127840.679688 Penalty: 705.423401
	Iteration 38Q: 3 clusters Score -127840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -127841.000000 Penalty: 705.423401
	Iteration 39Q: 3 clusters Score -127841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127840.843750 Penalty: 705.423401
	Iteration 40F: 3 clusters Score -127840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127841.125000 Penalty: 705.423401
	Iteration 41Q: 3 clusters Score -127841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127841.257812 Penalty: 705.423401
	Iteration 42Q: 3 clusters Score -127841.3 nChanged 1
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: -127841.343750 Penalty: 705.423401
	Iteration 43Q: 3 clusters Score -127841.3 nChanged 1
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: -127841.585938 Penalty: 705.423401
	Iteration 44Q: 3 clusters Score -127841.6 nChanged 0
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: -127841.585938 Penalty: 705.423401
	Iteration 45F: 3 clusters Score -127841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Entering Unmasked Estep 
Score: -2933957.250000 Penalty: 487.132385
	Iteration 0F: 2 clusters Score -2933957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2905922.250000 Penalty: 974.264771
	Iteration 0F: 3 clusters Score -2905922 nChanged 21658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2918811.000000 Penalty: 974.264771
	Iteration 1F: 3 clusters Score -2918811 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2919505.750000 Penalty: 974.264771
	Iteration 2Q: 3 clusters Score -2919506 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2920577.750000 Penalty: 974.264771
	Iteration 3Q: 3 clusters Score -2920578 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2922074.250000 Penalty: 974.264771
	Iteration 4F: 3 clusters Score -2922074 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2924215.000000 Penalty: 974.264771
	Iteration 5F: 3 clusters Score -2924215 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2926435.250000 Penalty: 974.264771
	Iteration 6F: 3 clusters Score -2926435 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -2927679.250000 Penalty: 974.264771
	Iteration 7F: 3 clusters Score -2927679 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -2928151.500000 Penalty: 974.264771
	Iteration 8Q: 3 clusters Score -2928152 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -2928467.250000 Penalty: 974.264771
	Iteration 9Q: 3 clusters Score -2928467 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -2928713.750000 Penalty: 974.264771
	Iteration 10Q: 3 clusters Score -2928714 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -2929001.750000 Penalty: 974.264771
	Iteration 11Q: 3 clusters Score -2929002 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -2929327.500000 Penalty: 974.264771
	Iteration 12Q: 3 clusters Score -2929328 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -2929674.000000 Penalty: 974.264771
	Iteration 13Q: 3 clusters Score -2929674 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -2929998.750000 Penalty: 974.264771
	Iteration 14Q: 3 clusters Score -2929999 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -2930339.000000 Penalty: 974.264771
	Iteration 15Q: 3 clusters Score -2930339 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -2930732.750000 Penalty: 974.264771
	Iteration 16Q: 3 clusters Score -2930733 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -2931134.500000 Penalty: 974.264771
	Iteration 17Q: 3 clusters Score -2931134 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -2931528.250000 Penalty: 974.264771
	Iteration 18Q: 3 clusters Score -2931528 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -2931888.000000 Penalty: 974.264771
	Iteration 19Q: 3 clusters Score -2931888 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -2932096.500000 Penalty: 974.264771
	Iteration 20F: 3 clusters Score -2932096 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -2932312.250000 Penalty: 974.264771
	Iteration 21Q: 3 clusters Score -2932312 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -2932548.000000 Penalty: 974.264771
	Iteration 22Q: 3 clusters Score -2932548 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -2932786.750000 Penalty: 974.264771
	Iteration 23Q: 3 clusters Score -2932787 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -2932941.500000 Penalty: 974.264771
	Iteration 24Q: 3 clusters Score -2932942 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -2933077.500000 Penalty: 974.264771
	Iteration 25Q: 3 clusters Score -2933078 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -2933229.500000 Penalty: 974.264771
	Iteration 26Q: 3 clusters Score -2933230 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -2933360.000000 Penalty: 974.264771
	Iteration 27Q: 3 clusters Score -2933360 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -2933412.250000 Penalty: 974.264771
	Iteration 28Q: 3 clusters Score -2933412 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -2933458.000000 Penalty: 974.264771
	Iteration 29Q: 3 clusters Score -2933458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -2933484.250000 Penalty: 974.264771
	Iteration 30Q: 3 clusters Score -2933484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -2933503.250000 Penalty: 974.264771
	Iteration 31Q: 3 clusters Score -2933503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -2933532.500000 Penalty: 974.264771
	Iteration 32Q: 3 clusters Score -2933532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -2933556.750000 Penalty: 974.264771
	Iteration 33Q: 3 clusters Score -2933557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -2933553.250000 Penalty: 974.264771
	Iteration 34Q: 3 clusters Score -2933553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -2933559.500000 Penalty: 974.264771
	Iteration 35Q: 3 clusters Score -2933560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -2933556.250000 Penalty: 974.264771
	Iteration 36Q: 3 clusters Score -2933556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -2933564.250000 Penalty: 974.264771
	Iteration 37Q: 3 clusters Score -2933564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -2933571.500000 Penalty: 974.264771
	Iteration 38Q: 3 clusters Score -2933572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -2933580.000000 Penalty: 974.264771
	Iteration 39Q: 3 clusters Score -2933580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -2933580.250000 Penalty: 974.264771
	Iteration 40F: 3 clusters Score -2933580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -2933582.750000 Penalty: 974.264771
	Iteration 41Q: 3 clusters Score -2933583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -2933578.750000 Penalty: 974.264771
	Iteration 42Q: 3 clusters Score -2933579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -2933585.000000 Penalty: 974.264771
	Iteration 43Q: 3 clusters Score -2933585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -2933585.250000 Penalty: 974.264771
	Iteration 44Q: 3 clusters Score -2933585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -2933585.250000 Penalty: 974.264771
	Iteration 45F: 3 clusters Score -2933585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -113757.367188 Penalty: 341.699677
	Iteration 0F: 2 clusters Score -113757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -112398.421875 Penalty: 683.399353
	Iteration 0F: 3 clusters Score -112398.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -112848.640625 Penalty: 683.399353
	Iteration 1F: 3 clusters Score -112848.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -112915.179688 Penalty: 683.399353
	Iteration 2F: 3 clusters Score -112915.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -112973.531250 Penalty: 683.399353
	Iteration 3Q: 3 clusters Score -112973.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -113024.984375 Penalty: 683.399353
	Iteration 4Q: 3 clusters Score -113025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -113068.078125 Penalty: 683.399353
	Iteration 5Q: 3 clusters Score -113068.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -113114.859375 Penalty: 683.399353
	Iteration 6Q: 3 clusters Score -113114.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -113172.093750 Penalty: 683.399353
	Iteration 7Q: 3 clusters Score -113172.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -113215.882812 Penalty: 683.399353
	Iteration 8Q: 3 clusters Score -113215.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -113252.890625 Penalty: 683.399353
	Iteration 9Q: 3 clusters Score -113252.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -113274.648438 Penalty: 683.399353
	Iteration 10Q: 3 clusters Score -113274.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -113284.820312 Penalty: 683.399353
	Iteration 11Q: 3 clusters Score -113284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -113291.937500 Penalty: 683.399353
	Iteration 12Q: 3 clusters Score -113291.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -113297.687500 Penalty: 683.399353
	Iteration 13Q: 3 clusters Score -113297.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -113302.804688 Penalty: 683.399353
	Iteration 14Q: 3 clusters Score -113302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -113307.773438 Penalty: 683.399353
	Iteration 15Q: 3 clusters Score -113307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -113311.992188 Penalty: 683.399353
	Iteration 16Q: 3 clusters Score -113312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -113315.359375 Penalty: 683.399353
	Iteration 17Q: 3 clusters Score -113315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -113319.500000 Penalty: 683.399353
	Iteration 18Q: 3 clusters Score -113319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -113324.078125 Penalty: 683.399353
	Iteration 19Q: 3 clusters Score -113324.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -113330.218750 Penalty: 683.399353
	Iteration 20F: 3 clusters Score -113330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -113334.695312 Penalty: 683.399353
	Iteration 21Q: 3 clusters Score -113334.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -113343.750000 Penalty: 683.399353
	Iteration 22Q: 3 clusters Score -113343.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -113350.476562 Penalty: 683.399353
	Iteration 23Q: 3 clusters Score -113350.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -113357.281250 Penalty: 683.399353
	Iteration 24Q: 3 clusters Score -113357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -113364.929688 Penalty: 683.399353
	Iteration 25Q: 3 clusters Score -113364.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -113371.523438 Penalty: 683.399353
	Iteration 26Q: 3 clusters Score -113371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -113383.546875 Penalty: 683.399353
	Iteration 27Q: 3 clusters Score -113383.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -113389.039062 Penalty: 683.399353
	Iteration 28Q: 3 clusters Score -113389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -113393.335938 Penalty: 683.399353
	Iteration 29Q: 3 clusters Score -113393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -113398.031250 Penalty: 683.399353
	Iteration 30Q: 3 clusters Score -113398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -113401.335938 Penalty: 683.399353
	Iteration 31Q: 3 clusters Score -113401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -113403.195312 Penalty: 683.399353
	Iteration 32Q: 3 clusters Score -113403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -113406.593750 Penalty: 683.399353
	Iteration 33Q: 3 clusters Score -113406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -113410.046875 Penalty: 683.399353
	Iteration 34Q: 3 clusters Score -113410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -113410.421875 Penalty: 683.399353
	Iteration 35Q: 3 clusters Score -113410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -113411.664062 Penalty: 683.399353
	Iteration 36Q: 3 clusters Score -113411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -113412.500000 Penalty: 683.399353
	Iteration 37Q: 3 clusters Score -113412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -113412.804688 Penalty: 683.399353
	Iteration 38Q: 3 clusters Score -113412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -113412.804688 Penalty: 683.399353
	Iteration 39F: 3 clusters Score -113412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1056471.375000 Penalty: 440.506805
	Iteration 0F: 2 clusters Score -1056471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1045782.937500 Penalty: 881.013611
	Iteration 0F: 3 clusters Score -1045783 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1050103.750000 Penalty: 881.013611
	Iteration 1F: 3 clusters Score -1050104 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1050489.375000 Penalty: 881.013611
	Iteration 2F: 3 clusters Score -1050489 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1051031.125000 Penalty: 881.013611
	Iteration 3F: 3 clusters Score -1051031 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1051859.750000 Penalty: 881.013611
	Iteration 4F: 3 clusters Score -1051860 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1052946.875000 Penalty: 881.013611
	Iteration 5F: 3 clusters Score -1052947 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1054104.375000 Penalty: 881.013611
	Iteration 6F: 3 clusters Score -1054104 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1055011.375000 Penalty: 881.013611
	Iteration 7F: 3 clusters Score -1055011 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1055552.750000 Penalty: 881.013611
	Iteration 8Q: 3 clusters Score -1055553 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1055810.750000 Penalty: 881.013611
	Iteration 9Q: 3 clusters Score -1055811 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1055931.125000 Penalty: 881.013611
	Iteration 10Q: 3 clusters Score -1055931 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1055997.750000 Penalty: 881.013611
	Iteration 11Q: 3 clusters Score -1055998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1056035.875000 Penalty: 881.013611
	Iteration 12Q: 3 clusters Score -1056036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1056051.000000 Penalty: 881.013611
	Iteration 13Q: 3 clusters Score -1056051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1056066.750000 Penalty: 881.013611
	Iteration 14Q: 3 clusters Score -1056067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1056078.000000 Penalty: 881.013611
	Iteration 15Q: 3 clusters Score -1056078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1056082.375000 Penalty: 881.013611
	Iteration 16Q: 3 clusters Score -1056082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1056084.500000 Penalty: 881.013611
	Iteration 17Q: 3 clusters Score -1056084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1056090.625000 Penalty: 881.013611
	Iteration 18Q: 3 clusters Score -1056091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1056094.750000 Penalty: 881.013611
	Iteration 19Q: 3 clusters Score -1056095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1056096.125000 Penalty: 881.013611
	Iteration 20F: 3 clusters Score -1056096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1056096.750000 Penalty: 881.013611
	Iteration 21Q: 3 clusters Score -1056097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1056097.000000 Penalty: 881.013611
	Iteration 22Q: 3 clusters Score -1056097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1056102.250000 Penalty: 881.013611
	Iteration 23Q: 3 clusters Score -1056102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1056105.000000 Penalty: 881.013611
	Iteration 24Q: 3 clusters Score -1056105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1056105.000000 Penalty: 881.013611
	Iteration 25F: 3 clusters Score -1056105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47009.937500 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47009.94 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47320.007812 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47320.01 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -47423.339844 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47423.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47483.199219 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47483.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47523.324219 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -47523.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47556.195312 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47556.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47588.492188 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47588.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47617.359375 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47617.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47635.046875 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47635.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47655.335938 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47655.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47660.062500 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47660.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47662.351562 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47662.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47665.855469 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47665.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47667.597656 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47670.023438 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47670.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47670.023438 Penalty: 622.781250
	Iteration 15F: 3 clusters Score -47670.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -433113.375000 Penalty: 404.230835
	Iteration 0F: 2 clusters Score -433113.4 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 3616 members 
Entering Unmasked Estep 
Score: -428292.093750 Penalty: 808.461670
	Iteration 0F: 3 clusters Score -428292.1 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -430145.937500 Penalty: 808.461670
	Iteration 1F: 3 clusters Score -430145.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -430328.968750 Penalty: 808.461670
	Iteration 2F: 3 clusters Score -430329 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -430572.593750 Penalty: 808.461670
	Iteration 3F: 3 clusters Score -430572.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -430860.125000 Penalty: 808.461670
	Iteration 4F: 3 clusters Score -430860.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -431206.687500 Penalty: 808.461670
	Iteration 5F: 3 clusters Score -431206.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -431533.968750 Penalty: 808.461670
	Iteration 6F: 3 clusters Score -431534 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -431733.343750 Penalty: 808.461670
	Iteration 7F: 3 clusters Score -431733.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431801.125000 Penalty: 808.461670
	Iteration 8Q: 3 clusters Score -431801.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -431827.218750 Penalty: 808.461670
	Iteration 9Q: 3 clusters Score -431827.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -431841.562500 Penalty: 808.461670
	Iteration 10Q: 3 clusters Score -431841.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -431854.156250 Penalty: 808.461670
	Iteration 11Q: 3 clusters Score -431854.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -431866.156250 Penalty: 808.461670
	Iteration 12Q: 3 clusters Score -431866.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -431878.468750 Penalty: 808.461670
	Iteration 13Q: 3 clusters Score -431878.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -431893.250000 Penalty: 808.461670
	Iteration 14Q: 3 clusters Score -431893.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -431906.531250 Penalty: 808.461670
	Iteration 15Q: 3 clusters Score -431906.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -431924.843750 Penalty: 808.461670
	Iteration 16Q: 3 clusters Score -431924.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -431947.000000 Penalty: 808.461670
	Iteration 17Q: 3 clusters Score -431947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -431972.468750 Penalty: 808.461670
	Iteration 18Q: 3 clusters Score -431972.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -431992.812500 Penalty: 808.461670
	Iteration 19Q: 3 clusters Score -431992.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -432026.343750 Penalty: 808.461670
	Iteration 20F: 3 clusters Score -432026.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -432058.125000 Penalty: 808.461670
	Iteration 21Q: 3 clusters Score -432058.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -432090.656250 Penalty: 808.461670
	Iteration 22Q: 3 clusters Score -432090.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -432122.781250 Penalty: 808.461670
	Iteration 23Q: 3 clusters Score -432122.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -432162.375000 Penalty: 808.461670
	Iteration 24Q: 3 clusters Score -432162.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -432204.687500 Penalty: 808.461670
	Iteration 25Q: 3 clusters Score -432204.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -432264.687500 Penalty: 808.461670
	Iteration 26Q: 3 clusters Score -432264.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -432344.312500 Penalty: 808.461670
	Iteration 27Q: 3 clusters Score -432344.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -432410.843750 Penalty: 808.461670
	Iteration 28Q: 3 clusters Score -432410.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -432463.000000 Penalty: 808.461670
	Iteration 29Q: 3 clusters Score -432463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -432509.343750 Penalty: 808.461670
	Iteration 30Q: 3 clusters Score -432509.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -432543.875000 Penalty: 808.461670
	Iteration 31Q: 3 clusters Score -432543.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -432567.968750 Penalty: 808.461670
	Iteration 32Q: 3 clusters Score -432568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -432589.843750 Penalty: 808.461670
	Iteration 33Q: 3 clusters Score -432589.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -432611.437500 Penalty: 808.461670
	Iteration 34Q: 3 clusters Score -432611.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -432626.718750 Penalty: 808.461670
	Iteration 35Q: 3 clusters Score -432626.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -432642.593750 Penalty: 808.461670
	Iteration 36Q: 3 clusters Score -432642.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -432655.968750 Penalty: 808.461670
	Iteration 37Q: 3 clusters Score -432656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -432668.750000 Penalty: 808.461670
	Iteration 38Q: 3 clusters Score -432668.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -432679.687500 Penalty: 808.461670
	Iteration 39Q: 3 clusters Score -432679.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -432687.843750 Penalty: 808.461670
	Iteration 40F: 3 clusters Score -432687.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -432698.375000 Penalty: 808.461670
	Iteration 41Q: 3 clusters Score -432698.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -432709.750000 Penalty: 808.461670
	Iteration 42Q: 3 clusters Score -432709.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -432717.218750 Penalty: 808.461670
	Iteration 43Q: 3 clusters Score -432717.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -432726.406250 Penalty: 808.461670
	Iteration 44Q: 3 clusters Score -432726.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -432734.875000 Penalty: 808.461670
	Iteration 45Q: 3 clusters Score -432734.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -432742.312500 Penalty: 808.461670
	Iteration 46Q: 3 clusters Score -432742.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -432752.750000 Penalty: 808.461670
	Iteration 47Q: 3 clusters Score -432752.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -432762.062500 Penalty: 808.461670
	Iteration 48Q: 3 clusters Score -432762.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -432770.437500 Penalty: 808.461670
	Iteration 49Q: 3 clusters Score -432770.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -432777.062500 Penalty: 808.461670
	Iteration 50Q: 3 clusters Score -432777.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -432782.781250 Penalty: 808.461670
	Iteration 51Q: 3 clusters Score -432782.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -432786.750000 Penalty: 808.461670
	Iteration 52Q: 3 clusters Score -432786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -432790.500000 Penalty: 808.461670
	Iteration 53Q: 3 clusters Score -432790.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -432793.406250 Penalty: 808.461670
	Iteration 54Q: 3 clusters Score -432793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -432795.500000 Penalty: 808.461670
	Iteration 55Q: 3 clusters Score -432795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -432797.437500 Penalty: 808.461670
	Iteration 56Q: 3 clusters Score -432797.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -432800.562500 Penalty: 808.461670
	Iteration 57Q: 3 clusters Score -432800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -432803.406250 Penalty: 808.461670
	Iteration 58Q: 3 clusters Score -432803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -432806.437500 Penalty: 808.461670
	Iteration 59Q: 3 clusters Score -432806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -432809.031250 Penalty: 808.461670
	Iteration 60F: 3 clusters Score -432809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -432811.406250 Penalty: 808.461670
	Iteration 61Q: 3 clusters Score -432811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -432815.312500 Penalty: 808.461670
	Iteration 62Q: 3 clusters Score -432815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -432816.968750 Penalty: 808.461670
	Iteration 63Q: 3 clusters Score -432817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -432817.937500 Penalty: 808.461670
	Iteration 64Q: 3 clusters Score -432817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -432818.937500 Penalty: 808.461670
	Iteration 65Q: 3 clusters Score -432818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -432819.312500 Penalty: 808.461670
	Iteration 66Q: 3 clusters Score -432819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -432819.312500 Penalty: 808.461670
	Iteration 67F: 3 clusters Score -432819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -59112.367188 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -59112.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58362.992188 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -58362.99 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58579.667969 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -58579.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58631.031250 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -58631.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58668.007812 Penalty: 621.018005
	Iteration 3Q: 3 clusters Score -58668.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58684.421875 Penalty: 621.018005
	Iteration 4Q: 3 clusters Score -58684.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58699.683594 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -58699.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58715.597656 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -58715.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58736.750000 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -58736.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58753.468750 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -58753.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58767.238281 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -58767.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58780.097656 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -58780.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -58791.093750 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -58791.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58801.105469 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -58801.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58816.257812 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -58816.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58834.558594 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -58834.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58864.671875 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -58864.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -58904.570312 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -58904.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58925.722656 Penalty: 621.018005
	Iteration 17Q: 3 clusters Score -58925.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -58940.785156 Penalty: 621.018005
	Iteration 18Q: 3 clusters Score -58940.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -58960.421875 Penalty: 621.018005
	Iteration 19Q: 3 clusters Score -58960.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -58967.144531 Penalty: 621.018005
	Iteration 20F: 3 clusters Score -58967.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -58969.406250 Penalty: 621.018005
	Iteration 21Q: 3 clusters Score -58969.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -58970.417969 Penalty: 621.018005
	Iteration 22Q: 3 clusters Score -58970.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58972.347656 Penalty: 621.018005
	Iteration 23Q: 3 clusters Score -58972.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -58973.433594 Penalty: 621.018005
	Iteration 24Q: 3 clusters Score -58973.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -58974.433594 Penalty: 621.018005
	Iteration 25Q: 3 clusters Score -58974.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -58974.433594 Penalty: 621.018005
	Iteration 26F: 3 clusters Score -58974.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -568647.812500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -568647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -562831.062500 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -562831.1 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -565453.187500 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -565453.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -566083.562500 Penalty: 825.174805
	Iteration 2F: 3 clusters Score -566083.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -566845.250000 Penalty: 825.174805
	Iteration 3F: 3 clusters Score -566845.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -567493.875000 Penalty: 825.174805
	Iteration 4F: 3 clusters Score -567493.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -567910.125000 Penalty: 825.174805
	Iteration 5F: 3 clusters Score -567910.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -568129.500000 Penalty: 825.174805
	Iteration 6Q: 3 clusters Score -568129.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -568225.812500 Penalty: 825.174805
	Iteration 7Q: 3 clusters Score -568225.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -568276.687500 Penalty: 825.174805
	Iteration 8Q: 3 clusters Score -568276.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -568317.500000 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -568317.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -568344.187500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -568344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -568363.062500 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -568363.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -568375.562500 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -568375.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -568381.625000 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -568381.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -568384.125000 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -568384.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -568386.000000 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -568386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -568388.875000 Penalty: 825.174805
	Iteration 16Q: 3 clusters Score -568388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -568389.000000 Penalty: 825.174805
	Iteration 17Q: 3 clusters Score -568389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -568390.250000 Penalty: 825.174805
	Iteration 18Q: 3 clusters Score -568390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -568390.812500 Penalty: 825.174805
	Iteration 19Q: 3 clusters Score -568390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -568390.750000 Penalty: 825.174805
	Iteration 20F: 3 clusters Score -568390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -568390.812500 Penalty: 825.174805
	Iteration 21Q: 3 clusters Score -568390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -568390.687500 Penalty: 825.174805
	Iteration 22Q: 3 clusters Score -568390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -568390.250000 Penalty: 825.174805
	Iteration 23Q: 3 clusters Score -568390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -568391.000000 Penalty: 825.174805
	Iteration 24Q: 3 clusters Score -568391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -568390.937500 Penalty: 825.174805
	Iteration 25Q: 3 clusters Score -568390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -568390.750000 Penalty: 825.174805
	Iteration 26Q: 3 clusters Score -568390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -568390.937500 Penalty: 825.174805
	Iteration 27Q: 3 clusters Score -568390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -568392.062500 Penalty: 825.174805
	Iteration 28Q: 3 clusters Score -568392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -568392.062500 Penalty: 825.174805
	Iteration 29F: 3 clusters Score -568392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -347671.593750 Penalty: 394.683746
	Iteration 0F: 2 clusters Score -347671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -343694.593750 Penalty: 789.367493
	Iteration 0F: 3 clusters Score -343694.6 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -345333.000000 Penalty: 789.367493
	Iteration 1F: 3 clusters Score -345333 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -345547.281250 Penalty: 789.367493
	Iteration 2F: 3 clusters Score -345547.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -345770.281250 Penalty: 789.367493
	Iteration 3F: 3 clusters Score -345770.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -346035.125000 Penalty: 789.367493
	Iteration 4F: 3 clusters Score -346035.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -346353.687500 Penalty: 789.367493
	Iteration 5F: 3 clusters Score -346353.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -346624.843750 Penalty: 789.367493
	Iteration 6F: 3 clusters Score -346624.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -346812.500000 Penalty: 789.367493
	Iteration 7Q: 3 clusters Score -346812.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -346920.250000 Penalty: 789.367493
	Iteration 8Q: 3 clusters Score -346920.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -346986.781250 Penalty: 789.367493
	Iteration 9Q: 3 clusters Score -346986.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347026.625000 Penalty: 789.367493
	Iteration 10Q: 3 clusters Score -347026.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -347051.906250 Penalty: 789.367493
	Iteration 11Q: 3 clusters Score -347051.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -347076.406250 Penalty: 789.367493
	Iteration 12Q: 3 clusters Score -347076.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347094.187500 Penalty: 789.367493
	Iteration 13Q: 3 clusters Score -347094.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -347112.062500 Penalty: 789.367493
	Iteration 14Q: 3 clusters Score -347112.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -347128.593750 Penalty: 789.367493
	Iteration 15Q: 3 clusters Score -347128.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -347139.062500 Penalty: 789.367493
	Iteration 16Q: 3 clusters Score -347139.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -347147.250000 Penalty: 789.367493
	Iteration 17Q: 3 clusters Score -347147.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -347156.125000 Penalty: 789.367493
	Iteration 18Q: 3 clusters Score -347156.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -347168.250000 Penalty: 789.367493
	Iteration 19Q: 3 clusters Score -347168.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -347181.062500 Penalty: 789.367493
	Iteration 20F: 3 clusters Score -347181.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -347194.718750 Penalty: 789.367493
	Iteration 21Q: 3 clusters Score -347194.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -347208.968750 Penalty: 789.367493
	Iteration 22Q: 3 clusters Score -347209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -347227.875000 Penalty: 789.367493
	Iteration 23Q: 3 clusters Score -347227.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -347241.343750 Penalty: 789.367493
	Iteration 24Q: 3 clusters Score -347241.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -347258.000000 Penalty: 789.367493
	Iteration 25Q: 3 clusters Score -347258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -347280.687500 Penalty: 789.367493
	Iteration 26Q: 3 clusters Score -347280.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -347295.843750 Penalty: 789.367493
	Iteration 27Q: 3 clusters Score -347295.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -347303.625000 Penalty: 789.367493
	Iteration 28Q: 3 clusters Score -347303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -347309.312500 Penalty: 789.367493
	Iteration 29Q: 3 clusters Score -347309.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -347314.906250 Penalty: 789.367493
	Iteration 30Q: 3 clusters Score -347314.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -347321.062500 Penalty: 789.367493
	Iteration 31Q: 3 clusters Score -347321.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -347326.343750 Penalty: 789.367493
	Iteration 32Q: 3 clusters Score -347326.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -347331.843750 Penalty: 789.367493
	Iteration 33Q: 3 clusters Score -347331.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -347335.468750 Penalty: 789.367493
	Iteration 34Q: 3 clusters Score -347335.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -347338.843750 Penalty: 789.367493
	Iteration 35Q: 3 clusters Score -347338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -347340.406250 Penalty: 789.367493
	Iteration 36Q: 3 clusters Score -347340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -347340.812500 Penalty: 789.367493
	Iteration 37Q: 3 clusters Score -347340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -347341.750000 Penalty: 789.367493
	Iteration 38Q: 3 clusters Score -347341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -347343.218750 Penalty: 789.367493
	Iteration 39Q: 3 clusters Score -347343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -347342.781250 Penalty: 789.367493
	Iteration 40F: 3 clusters Score -347342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -347344.375000 Penalty: 789.367493
	Iteration 41Q: 3 clusters Score -347344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -347345.656250 Penalty: 789.367493
	Iteration 42Q: 3 clusters Score -347345.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -347349.406250 Penalty: 789.367493
	Iteration 43Q: 3 clusters Score -347349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -347351.562500 Penalty: 789.367493
	Iteration 44Q: 3 clusters Score -347351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -347353.093750 Penalty: 789.367493
	Iteration 45Q: 3 clusters Score -347353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -347354.312500 Penalty: 789.367493
	Iteration 46Q: 3 clusters Score -347354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -347354.875000 Penalty: 789.367493
	Iteration 47Q: 3 clusters Score -347354.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -347354.875000 Penalty: 789.367493
	Iteration 48F: 3 clusters Score -347354.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Entering Unmasked Estep 
Score: -5807541.500000 Penalty: 520.718750
	Iteration 0F: 2 clusters Score -5807542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -5754340.000000 Penalty: 1041.437500
	Iteration 0F: 3 clusters Score -5754340 nChanged 45446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -5781489.000000 Penalty: 1041.437500
	Iteration 1F: 3 clusters Score -5781489 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5783006.500000 Penalty: 1041.437500
	Iteration 2Q: 3 clusters Score -5783006 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5785612.500000 Penalty: 1041.437500
	Iteration 3F: 3 clusters Score -5785612 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5789663.000000 Penalty: 1041.437500
	Iteration 4F: 3 clusters Score -5789663 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5794531.000000 Penalty: 1041.437500
	Iteration 5F: 3 clusters Score -5794531 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5797934.000000 Penalty: 1041.437500
	Iteration 6F: 3 clusters Score -5797934 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -5798828.500000 Penalty: 1041.437500
	Iteration 7Q: 3 clusters Score -5798828 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -5798928.500000 Penalty: 1041.437500
	Iteration 8Q: 3 clusters Score -5798928 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -5798849.500000 Penalty: 1041.437500
	Iteration 9Q: 3 clusters Score -5798850 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5798716.000000 Penalty: 1041.437500
	Iteration 10Q: 3 clusters Score -5798716 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5798613.500000 Penalty: 1041.437500
	Iteration 11Q: 3 clusters Score -5798614 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5798552.000000 Penalty: 1041.437500
	Iteration 12Q: 3 clusters Score -5798552 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5798532.500000 Penalty: 1041.437500
	Iteration 13Q: 3 clusters Score -5798532 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -5798602.500000 Penalty: 1041.437500
	Iteration 14Q: 3 clusters Score -5798602 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5798689.500000 Penalty: 1041.437500
	Iteration 15Q: 3 clusters Score -5798690 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5798773.000000 Penalty: 1041.437500
	Iteration 16Q: 3 clusters Score -5798773 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -5798827.000000 Penalty: 1041.437500
	Iteration 17Q: 3 clusters Score -5798827 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5798992.500000 Penalty: 1041.437500
	Iteration 18Q: 3 clusters Score -5798992 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5799040.000000 Penalty: 1041.437500
	Iteration 19Q: 3 clusters Score -5799040 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5799155.000000 Penalty: 1041.437500
	Iteration 20F: 3 clusters Score -5799155 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5799147.000000 Penalty: 1041.437500
	Iteration 21Q: 3 clusters Score -5799147 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5800860 nChanged 41
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	Iteration 115Q: 3 clusters Score -5801022 nChanged 46
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	Iteration 116Q: 3 clusters Score -5801026 nChanged 52
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	Iteration 180F: 3 clusters Score -5801344 nChanged 113
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Mstep: Class 1 contains 46420 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5802247 nChanged 384
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5802312 nChanged 389
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5802418 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5802550 nChanged 439
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5802668 nChanged 452
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5802796 nChanged 461
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Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5802954 nChanged 445
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5803062 nChanged 482
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5803240 nChanged 549
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5803484 nChanged 548
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Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5803652 nChanged 536
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Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5803848 nChanged 551
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5804010 nChanged 539
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5804205 nChanged 519
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5804410 nChanged 511
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Mstep: Class 1 contains 45825 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5804545 nChanged 488
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5804732 nChanged 486
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Mstep: Class 1 contains 45673 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5804894 nChanged 518
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5805090 nChanged 487
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5805248 nChanged 442
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5805394 nChanged 405
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5805582 nChanged 394
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	Iteration 233Q: 3 clusters Score -5805706 nChanged 344
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5805805 nChanged 326
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5805882 nChanged 318
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5805988 nChanged 320
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	Iteration 237Q: 3 clusters Score -5806097 nChanged 278
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5806164 nChanged 278
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	Iteration 239Q: 3 clusters Score -5806258 nChanged 266
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5806326 nChanged 275
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5806410 nChanged 239
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	Iteration 242Q: 3 clusters Score -5806480 nChanged 219
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5806530 nChanged 206
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5806553 nChanged 214
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5806608 nChanged 209
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5806649 nChanged 187
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5806694 nChanged 164
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5806746 nChanged 153
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5806788 nChanged 155
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Mstep: Class 1 contains 44764 members 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5806832 nChanged 178
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5806873 nChanged 142
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5806906 nChanged 149
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5806962 nChanged 151
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5807004 nChanged 151
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5807038 nChanged 137
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5807060 nChanged 130
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	Iteration 257Q: 3 clusters Score -5807066 nChanged 135
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5807084 nChanged 120
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	Iteration 259Q: 3 clusters Score -5807120 nChanged 124
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5807127 nChanged 118
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5807145 nChanged 118
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5807183 nChanged 131
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	Iteration 263Q: 3 clusters Score -5807212 nChanged 110
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5807244 nChanged 124
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5807266 nChanged 127
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5807301 nChanged 125
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5807314 nChanged 102
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	Iteration 268Q: 3 clusters Score -5807322 nChanged 118
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5807335 nChanged 115
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	Iteration 270Q: 3 clusters Score -5807350 nChanged 109
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5807366 nChanged 99
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	Iteration 272Q: 3 clusters Score -5807384 nChanged 88
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5807409 nChanged 89
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	Iteration 274Q: 3 clusters Score -5807410 nChanged 82
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	Iteration 275Q: 3 clusters Score -5807403 nChanged 93
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5807421 nChanged 101
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	Iteration 277Q: 3 clusters Score -5807418 nChanged 95
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5807414 nChanged 89
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5807435 nChanged 96
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5807438 nChanged 72
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5807444 nChanged 80
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5807442 nChanged 73
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5807460 nChanged 86
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5807458 nChanged 80
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	Iteration 285Q: 3 clusters Score -5807462 nChanged 80
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5807472 nChanged 78
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	Iteration 287Q: 3 clusters Score -5807486 nChanged 73
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	Iteration 288Q: 3 clusters Score -5807480 nChanged 69
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5807479 nChanged 76
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	Iteration 290Q: 3 clusters Score -5807480 nChanged 76
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	Iteration 291Q: 3 clusters Score -5807487 nChanged 79
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5807512 nChanged 82
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Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5807514 nChanged 87
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5807531 nChanged 69
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5807527 nChanged 78
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5807540 nChanged 72
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	Iteration 297Q: 3 clusters Score -5807546 nChanged 82
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	Iteration 298Q: 3 clusters Score -5807552 nChanged 70
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5807555 nChanged 78
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Mstep: Class 1 contains 41012 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5807580 nChanged 66
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	Iteration 301Q: 3 clusters Score -5807590 nChanged 61
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5807599 nChanged 59
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	Iteration 303Q: 3 clusters Score -5807608 nChanged 55
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	Iteration 304Q: 3 clusters Score -5807604 nChanged 53
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Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -5807603.000000 Penalty: 1041.437500
	Iteration 305Q: 3 clusters Score -5807603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -5807605.500000 Penalty: 1041.437500
	Iteration 306Q: 3 clusters Score -5807606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -5807603.500000 Penalty: 1041.437500
	Iteration 307Q: 3 clusters Score -5807604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -5807610.000000 Penalty: 1041.437500
	Iteration 308Q: 3 clusters Score -5807610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -5807611.500000 Penalty: 1041.437500
	Iteration 309Q: 3 clusters Score -5807612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -5807618.500000 Penalty: 1041.437500
	Iteration 310Q: 3 clusters Score -5807618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -5807632.500000 Penalty: 1041.437500
	Iteration 311Q: 3 clusters Score -5807632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -5807640.000000 Penalty: 1041.437500
	Iteration 312Q: 3 clusters Score -5807640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -5807646.000000 Penalty: 1041.437500
	Iteration 313Q: 3 clusters Score -5807646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -5807628.000000 Penalty: 1041.437500
	Iteration 314Q: 3 clusters Score -5807628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -5807636.500000 Penalty: 1041.437500
	Iteration 315Q: 3 clusters Score -5807636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -5807653.000000 Penalty: 1041.437500
	Iteration 316Q: 3 clusters Score -5807653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -5807653.500000 Penalty: 1041.437500
	Iteration 317Q: 3 clusters Score -5807654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -5807664.000000 Penalty: 1041.437500
	Iteration 318Q: 3 clusters Score -5807664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -5807682.000000 Penalty: 1041.437500
	Iteration 319Q: 3 clusters Score -5807682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -5807684.000000 Penalty: 1041.437500
	Iteration 320F: 3 clusters Score -5807684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -5807690.000000 Penalty: 1041.437500
	Iteration 321Q: 3 clusters Score -5807690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -5807698.500000 Penalty: 1041.437500
	Iteration 322Q: 3 clusters Score -5807698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -5807695.000000 Penalty: 1041.437500
	Iteration 323Q: 3 clusters Score -5807695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -5807694.500000 Penalty: 1041.437500
	Iteration 324Q: 3 clusters Score -5807694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -5807696.500000 Penalty: 1041.437500
	Iteration 325Q: 3 clusters Score -5807696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -5807696.500000 Penalty: 1041.437500
	Iteration 326Q: 3 clusters Score -5807696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -5807702.000000 Penalty: 1041.437500
	Iteration 327Q: 3 clusters Score -5807702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -5807713.500000 Penalty: 1041.437500
	Iteration 328Q: 3 clusters Score -5807714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -5807706.500000 Penalty: 1041.437500
	Iteration 329Q: 3 clusters Score -5807706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -5807708.000000 Penalty: 1041.437500
	Iteration 330Q: 3 clusters Score -5807708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -5807709.500000 Penalty: 1041.437500
	Iteration 331Q: 3 clusters Score -5807710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5807711.000000 Penalty: 1041.437500
	Iteration 332Q: 3 clusters Score -5807711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -5807712.000000 Penalty: 1041.437500
	Iteration 333Q: 3 clusters Score -5807712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -5807715.000000 Penalty: 1041.437500
	Iteration 334Q: 3 clusters Score -5807715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -5807722.500000 Penalty: 1041.437500
	Iteration 335Q: 3 clusters Score -5807722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -5807721.000000 Penalty: 1041.437500
	Iteration 336Q: 3 clusters Score -5807721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -5807707.500000 Penalty: 1041.437500
	Iteration 337Q: 3 clusters Score -5807708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -5807711.000000 Penalty: 1041.437500
	Iteration 338Q: 3 clusters Score -5807711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -5807700.000000 Penalty: 1041.437500
	Iteration 339Q: 3 clusters Score -5807700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -5807701.000000 Penalty: 1041.437500
	Iteration 340F: 3 clusters Score -5807701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -5807699.000000 Penalty: 1041.437500
	Iteration 341Q: 3 clusters Score -5807699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -5807701.500000 Penalty: 1041.437500
	Iteration 342Q: 3 clusters Score -5807702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -5807700.000000 Penalty: 1041.437500
	Iteration 343Q: 3 clusters Score -5807700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -5807703.000000 Penalty: 1041.437500
	Iteration 344Q: 3 clusters Score -5807703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -5807704.500000 Penalty: 1041.437500
	Iteration 345Q: 3 clusters Score -5807704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -5807703.500000 Penalty: 1041.437500
	Iteration 346Q: 3 clusters Score -5807704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -5807704.000000 Penalty: 1041.437500
	Iteration 347Q: 3 clusters Score -5807704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -5807703.500000 Penalty: 1041.437500
	Iteration 348Q: 3 clusters Score -5807704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -5807703.000000 Penalty: 1041.437500
	Iteration 349Q: 3 clusters Score -5807703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -5807695.500000 Penalty: 1041.437500
	Iteration 350Q: 3 clusters Score -5807696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -5807698.500000 Penalty: 1041.437500
	Iteration 351Q: 3 clusters Score -5807698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -5807700.500000 Penalty: 1041.437500
	Iteration 352Q: 3 clusters Score -5807700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -5807700.500000 Penalty: 1041.437500
	Iteration 353Q: 3 clusters Score -5807700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -5807698.500000 Penalty: 1041.437500
	Iteration 354Q: 3 clusters Score -5807698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -5807698.500000 Penalty: 1041.437500
	Iteration 355Q: 3 clusters Score -5807698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -5807699.000000 Penalty: 1041.437500
	Iteration 356Q: 3 clusters Score -5807699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -5807699.000000 Penalty: 1041.437500
	Iteration 357Q: 3 clusters Score -5807699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -5807697.000000 Penalty: 1041.437500
	Iteration 358Q: 3 clusters Score -5807697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -5807692.000000 Penalty: 1041.437500
	Iteration 359Q: 3 clusters Score -5807692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -5807695.500000 Penalty: 1041.437500
	Iteration 360F: 3 clusters Score -5807696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -5807695.500000 Penalty: 1041.437500
	Iteration 361Q: 3 clusters Score -5807696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -5807697.500000 Penalty: 1041.437500
	Iteration 362Q: 3 clusters Score -5807698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -5807694.500000 Penalty: 1041.437500
	Iteration 363Q: 3 clusters Score -5807694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -5807697.500000 Penalty: 1041.437500
	Iteration 364Q: 3 clusters Score -5807698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -5807697.500000 Penalty: 1041.437500
	Iteration 365F: 3 clusters Score -5807698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64616 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 39460 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Mstep: Class 34 contains 53914 members 
Entering Unmasked Estep 
Score: -42233520.000000 Penalty: 20813.578125
Splitting cluster 26 changes total score from -42233940.000000 to -42233520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (44879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Entering Unmasked Estep 
Score: -2923315.500000 Penalty: 487.383484
	Iteration 0F: 2 clusters Score -2923316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2894535.750000 Penalty: 974.766968
	Iteration 0F: 3 clusters Score -2894536 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2907408.250000 Penalty: 974.766968
	Iteration 1F: 3 clusters Score -2907408 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2908105.500000 Penalty: 974.766968
	Iteration 2Q: 3 clusters Score -2908106 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2909156.250000 Penalty: 974.766968
	Iteration 3Q: 3 clusters Score -2909156 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2910776.000000 Penalty: 974.766968
	Iteration 4F: 3 clusters Score -2910776 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2913016.750000 Penalty: 974.766968
	Iteration 5F: 3 clusters Score -2913017 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2915557.750000 Penalty: 974.766968
	Iteration 6F: 3 clusters Score -2915558 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2917844.750000 Penalty: 974.766968
	Iteration 7F: 3 clusters Score -2917845 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2919770.000000 Penalty: 974.766968
	Iteration 8F: 3 clusters Score -2919770 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2921113.500000 Penalty: 974.766968
	Iteration 9Q: 3 clusters Score -2921114 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2921865.250000 Penalty: 974.766968
	Iteration 10Q: 3 clusters Score -2921865 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2922340.500000 Penalty: 974.766968
	Iteration 11Q: 3 clusters Score -2922340 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2922566.250000 Penalty: 974.766968
	Iteration 12Q: 3 clusters Score -2922566 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2922709.000000 Penalty: 974.766968
	Iteration 13Q: 3 clusters Score -2922709 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2922782.750000 Penalty: 974.766968
	Iteration 14Q: 3 clusters Score -2922783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2922840.750000 Penalty: 974.766968
	Iteration 15Q: 3 clusters Score -2922841 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2922869.500000 Penalty: 974.766968
	Iteration 16Q: 3 clusters Score -2922870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2922896.250000 Penalty: 974.766968
	Iteration 17Q: 3 clusters Score -2922896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2922900.000000 Penalty: 974.766968
	Iteration 18Q: 3 clusters Score -2922900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2922907.000000 Penalty: 974.766968
	Iteration 19Q: 3 clusters Score -2922907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2922910.750000 Penalty: 974.766968
	Iteration 20F: 3 clusters Score -2922911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2922916.500000 Penalty: 974.766968
	Iteration 21Q: 3 clusters Score -2922916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2922918.500000 Penalty: 974.766968
	Iteration 22Q: 3 clusters Score -2922918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2922925.500000 Penalty: 974.766968
	Iteration 23Q: 3 clusters Score -2922926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2922926.000000 Penalty: 974.766968
	Iteration 24Q: 3 clusters Score -2922926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2922933.750000 Penalty: 974.766968
	Iteration 25Q: 3 clusters Score -2922934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2922938.000000 Penalty: 974.766968
	Iteration 26Q: 3 clusters Score -2922938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2922937.250000 Penalty: 974.766968
	Iteration 27Q: 3 clusters Score -2922937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2922942.250000 Penalty: 974.766968
	Iteration 28Q: 3 clusters Score -2922942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2922940.250000 Penalty: 974.766968
	Iteration 29Q: 3 clusters Score -2922940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2922939.250000 Penalty: 974.766968
	Iteration 30Q: 3 clusters Score -2922939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2922939.250000 Penalty: 974.766968
	Iteration 31F: 3 clusters Score -2922939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -41324.441406 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -41324.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40683.378906 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -40683.38 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40840.382812 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -40840.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40876.371094 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -40876.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40904.304688 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -40904.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40932.644531 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -40932.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40965.582031 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -40965.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41001.582031 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -41001.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41063.328125 Penalty: 598.458740
	Iteration 7F: 3 clusters Score -41063.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41112.710938 Penalty: 598.458740
	Iteration 8F: 3 clusters Score -41112.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41144.074219 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -41144.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41173.265625 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -41173.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41188.761719 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -41188.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41197.738281 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -41197.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41208.765625 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -41208.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41217.105469 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -41217.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -41223.457031 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -41223.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41229.304688 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -41229.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41234.265625 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -41234.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41237.820312 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -41237.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41239.011719 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -41239.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41239.011719 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -41239.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -120012.242188 Penalty: 341.923370
	Iteration 0F: 2 clusters Score -120012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -118669.960938 Penalty: 683.846741
	Iteration 0F: 3 clusters Score -118670 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -119089.343750 Penalty: 683.846741
	Iteration 1F: 3 clusters Score -119089.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119166.453125 Penalty: 683.846741
	Iteration 2F: 3 clusters Score -119166.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119244.195312 Penalty: 683.846741
	Iteration 3F: 3 clusters Score -119244.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119342.281250 Penalty: 683.846741
	Iteration 4F: 3 clusters Score -119342.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119418.078125 Penalty: 683.846741
	Iteration 5F: 3 clusters Score -119418.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119470.882812 Penalty: 683.846741
	Iteration 6Q: 3 clusters Score -119470.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -119526.148438 Penalty: 683.846741
	Iteration 7Q: 3 clusters Score -119526.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -119576.695312 Penalty: 683.846741
	Iteration 8Q: 3 clusters Score -119576.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -119617.718750 Penalty: 683.846741
	Iteration 9Q: 3 clusters Score -119617.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -119651.750000 Penalty: 683.846741
	Iteration 10Q: 3 clusters Score -119651.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -119673.609375 Penalty: 683.846741
	Iteration 11Q: 3 clusters Score -119673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -119680.429688 Penalty: 683.846741
	Iteration 12Q: 3 clusters Score -119680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -119683.664062 Penalty: 683.846741
	Iteration 13Q: 3 clusters Score -119683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -119685.773438 Penalty: 683.846741
	Iteration 14Q: 3 clusters Score -119685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -119686.882812 Penalty: 683.846741
	Iteration 15Q: 3 clusters Score -119686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -119691.734375 Penalty: 683.846741
	Iteration 16Q: 3 clusters Score -119691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -119694.820312 Penalty: 683.846741
	Iteration 17Q: 3 clusters Score -119694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -119697.023438 Penalty: 683.846741
	Iteration 18Q: 3 clusters Score -119697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -119699.015625 Penalty: 683.846741
	Iteration 19Q: 3 clusters Score -119699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -119701.140625 Penalty: 683.846741
	Iteration 20F: 3 clusters Score -119701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -88745.046875 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88745.05 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -89091.203125 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89091.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -89155.101562 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89155.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -89210.093750 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89210.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -89250.296875 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -89250.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -89287.625000 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -89287.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -89328.609375 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -89328.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89359.671875 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -89359.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -89376.914062 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89376.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -89392.484375 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89392.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -89405.242188 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89405.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -89412.257812 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89412.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -89415.898438 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -89420.093750 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89420.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89427.390625 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89427.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -89437.585938 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -89437.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -89449.406250 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -89449.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89455.921875 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -89455.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -89459.265625 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -89459.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -89463.320312 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -89463.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -89465.250000 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -89465.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -89467.570312 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -89467.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -89468.476562 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -89468.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -89469.546875 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -89469.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -89471.171875 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -89471.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -89472.390625 Penalty: 658.964355
	Iteration 25Q: 3 clusters Score -89472.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -89473.085938 Penalty: 658.964355
	Iteration 26Q: 3 clusters Score -89473.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -89473.101562 Penalty: 658.964355
	Iteration 27Q: 3 clusters Score -89473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -89473.101562 Penalty: 658.964355
	Iteration 28F: 3 clusters Score -89473.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Entering Unmasked Estep 
Score: -1886280.875000 Penalty: 467.392273
	Iteration 0F: 2 clusters Score -1886281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1867128.250000 Penalty: 934.784546
	Iteration 0F: 3 clusters Score -1867128 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1875489.625000 Penalty: 934.784546
	Iteration 1F: 3 clusters Score -1875490 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1876284.375000 Penalty: 934.784546
	Iteration 2F: 3 clusters Score -1876284 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1877393.250000 Penalty: 934.784546
	Iteration 3F: 3 clusters Score -1877393 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -1879072.500000 Penalty: 934.784546
	Iteration 4F: 3 clusters Score -1879072 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -1881115.000000 Penalty: 934.784546
	Iteration 5F: 3 clusters Score -1881115 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -1882901.250000 Penalty: 934.784546
	Iteration 6F: 3 clusters Score -1882901 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -1883904.875000 Penalty: 934.784546
	Iteration 7Q: 3 clusters Score -1883905 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1884441.375000 Penalty: 934.784546
	Iteration 8Q: 3 clusters Score -1884441 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -1884868.125000 Penalty: 934.784546
	Iteration 9Q: 3 clusters Score -1884868 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -1885192.250000 Penalty: 934.784546
	Iteration 10Q: 3 clusters Score -1885192 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -1885440.500000 Penalty: 934.784546
	Iteration 11Q: 3 clusters Score -1885440 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -1885616.375000 Penalty: 934.784546
	Iteration 12Q: 3 clusters Score -1885616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -1885744.375000 Penalty: 934.784546
	Iteration 13Q: 3 clusters Score -1885744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -1885843.125000 Penalty: 934.784546
	Iteration 14Q: 3 clusters Score -1885843 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -1885892.500000 Penalty: 934.784546
	Iteration 15Q: 3 clusters Score -1885892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -1885929.625000 Penalty: 934.784546
	Iteration 16Q: 3 clusters Score -1885930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -1885953.250000 Penalty: 934.784546
	Iteration 17Q: 3 clusters Score -1885953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1885966.000000 Penalty: 934.784546
	Iteration 18Q: 3 clusters Score -1885966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -1885985.750000 Penalty: 934.784546
	Iteration 19Q: 3 clusters Score -1885986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1885995.250000 Penalty: 934.784546
	Iteration 20F: 3 clusters Score -1885995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -1886003.500000 Penalty: 934.784546
	Iteration 21Q: 3 clusters Score -1886004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -1886009.250000 Penalty: 934.784546
	Iteration 22Q: 3 clusters Score -1886009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -1886013.500000 Penalty: 934.784546
	Iteration 23Q: 3 clusters Score -1886014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -1886015.875000 Penalty: 934.784546
	Iteration 24Q: 3 clusters Score -1886016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -1886014.125000 Penalty: 934.784546
	Iteration 25Q: 3 clusters Score -1886014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -1886015.750000 Penalty: 934.784546
	Iteration 26Q: 3 clusters Score -1886016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -1886016.875000 Penalty: 934.784546
	Iteration 27Q: 3 clusters Score -1886017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -1886020.000000 Penalty: 934.784546
	Iteration 28Q: 3 clusters Score -1886020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -1886021.500000 Penalty: 934.784546
	Iteration 29Q: 3 clusters Score -1886022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -1886021.000000 Penalty: 934.784546
	Iteration 30Q: 3 clusters Score -1886021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -1886022.000000 Penalty: 934.784546
	Iteration 31Q: 3 clusters Score -1886022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -1886022.000000 Penalty: 934.784546
	Iteration 32F: 3 clusters Score -1886022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -251802.828125 Penalty: 376.180634
	Iteration 0F: 2 clusters Score -251802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -249169.640625 Penalty: 752.361267
	Iteration 0F: 3 clusters Score -249169.6 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -250255.750000 Penalty: 752.361267
	Iteration 1F: 3 clusters Score -250255.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -250466.687500 Penalty: 752.361267
	Iteration 2F: 3 clusters Score -250466.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -250699.937500 Penalty: 752.361267
	Iteration 3F: 3 clusters Score -250699.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -250923.203125 Penalty: 752.361267
	Iteration 4F: 3 clusters Score -250923.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -251136.234375 Penalty: 752.361267
	Iteration 5F: 3 clusters Score -251136.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -251267.609375 Penalty: 752.361267
	Iteration 6Q: 3 clusters Score -251267.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -251344.953125 Penalty: 752.361267
	Iteration 7Q: 3 clusters Score -251345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -251389.484375 Penalty: 752.361267
	Iteration 8Q: 3 clusters Score -251389.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -251410.765625 Penalty: 752.361267
	Iteration 9Q: 3 clusters Score -251410.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -251432.171875 Penalty: 752.361267
	Iteration 10Q: 3 clusters Score -251432.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -251443.828125 Penalty: 752.361267
	Iteration 11Q: 3 clusters Score -251443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -251453.265625 Penalty: 752.361267
	Iteration 12Q: 3 clusters Score -251453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -251457.640625 Penalty: 752.361267
	Iteration 13Q: 3 clusters Score -251457.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -251462.968750 Penalty: 752.361267
	Iteration 14Q: 3 clusters Score -251463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -251466.765625 Penalty: 752.361267
	Iteration 15Q: 3 clusters Score -251466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -251468.937500 Penalty: 752.361267
	Iteration 16Q: 3 clusters Score -251468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -251469.328125 Penalty: 752.361267
	Iteration 17Q: 3 clusters Score -251469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -251469.328125 Penalty: 752.361267
	Iteration 18F: 3 clusters Score -251469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Entering Unmasked Estep 
Score: -802174.687500 Penalty: 432.152069
	Iteration 0F: 2 clusters Score -802174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -793260.500000 Penalty: 864.304138
	Iteration 0F: 3 clusters Score -793260.5 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -796921.125000 Penalty: 864.304138
	Iteration 1F: 3 clusters Score -796921.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -797123.500000 Penalty: 864.304138
	Iteration 2Q: 3 clusters Score -797123.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -797324.187500 Penalty: 864.304138
	Iteration 3Q: 3 clusters Score -797324.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -797577.062500 Penalty: 864.304138
	Iteration 4Q: 3 clusters Score -797577.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -797947.937500 Penalty: 864.304138
	Iteration 5Q: 3 clusters Score -797947.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -798492.687500 Penalty: 864.304138
	Iteration 6F: 3 clusters Score -798492.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -799099.062500 Penalty: 864.304138
	Iteration 7F: 3 clusters Score -799099.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -799571.187500 Penalty: 864.304138
	Iteration 8F: 3 clusters Score -799571.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -799842.062500 Penalty: 864.304138
	Iteration 9Q: 3 clusters Score -799842.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -799989.312500 Penalty: 864.304138
	Iteration 10Q: 3 clusters Score -799989.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -800112.937500 Penalty: 864.304138
	Iteration 11Q: 3 clusters Score -800112.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -800237.312500 Penalty: 864.304138
	Iteration 12Q: 3 clusters Score -800237.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -800384.750000 Penalty: 864.304138
	Iteration 13Q: 3 clusters Score -800384.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -800539.687500 Penalty: 864.304138
	Iteration 14Q: 3 clusters Score -800539.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -800685.812500 Penalty: 864.304138
	Iteration 15Q: 3 clusters Score -800685.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -800812.062500 Penalty: 864.304138
	Iteration 16Q: 3 clusters Score -800812.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -800923.937500 Penalty: 864.304138
	Iteration 17Q: 3 clusters Score -800923.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -801014.937500 Penalty: 864.304138
	Iteration 18Q: 3 clusters Score -801014.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -801102.687500 Penalty: 864.304138
	Iteration 19Q: 3 clusters Score -801102.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -801176.250000 Penalty: 864.304138
	Iteration 20F: 3 clusters Score -801176.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -801246.625000 Penalty: 864.304138
	Iteration 21Q: 3 clusters Score -801246.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -801314.312500 Penalty: 864.304138
	Iteration 22Q: 3 clusters Score -801314.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -801374.750000 Penalty: 864.304138
	Iteration 23Q: 3 clusters Score -801374.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -801446.875000 Penalty: 864.304138
	Iteration 24Q: 3 clusters Score -801446.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -801498.062500 Penalty: 864.304138
	Iteration 25Q: 3 clusters Score -801498.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -801529.187500 Penalty: 864.304138
	Iteration 26Q: 3 clusters Score -801529.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -801552.500000 Penalty: 864.304138
	Iteration 27Q: 3 clusters Score -801552.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -801569.375000 Penalty: 864.304138
	Iteration 28Q: 3 clusters Score -801569.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -801583.000000 Penalty: 864.304138
	Iteration 29Q: 3 clusters Score -801583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -801589.812500 Penalty: 864.304138
	Iteration 30Q: 3 clusters Score -801589.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -801596.062500 Penalty: 864.304138
	Iteration 31Q: 3 clusters Score -801596.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -801597.500000 Penalty: 864.304138
	Iteration 32Q: 3 clusters Score -801597.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -801602.375000 Penalty: 864.304138
	Iteration 33Q: 3 clusters Score -801602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -801603.875000 Penalty: 864.304138
	Iteration 34Q: 3 clusters Score -801603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -801606.750000 Penalty: 864.304138
	Iteration 35Q: 3 clusters Score -801606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -801606.937500 Penalty: 864.304138
	Iteration 36Q: 3 clusters Score -801606.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -801609.375000 Penalty: 864.304138
	Iteration 37Q: 3 clusters Score -801609.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -801610.312500 Penalty: 864.304138
	Iteration 38Q: 3 clusters Score -801610.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -801609.625000 Penalty: 864.304138
	Iteration 39Q: 3 clusters Score -801609.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -801610.312500 Penalty: 864.304138
	Iteration 40F: 3 clusters Score -801610.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -801609.687500 Penalty: 864.304138
	Iteration 41Q: 3 clusters Score -801609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -801610.125000 Penalty: 864.304138
	Iteration 42Q: 3 clusters Score -801610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -801610.875000 Penalty: 864.304138
	Iteration 43Q: 3 clusters Score -801610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -801612.562500 Penalty: 864.304138
	Iteration 44Q: 3 clusters Score -801612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -801612.562500 Penalty: 864.304138
	Iteration 45Q: 3 clusters Score -801612.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -801613.062500 Penalty: 864.304138
	Iteration 46Q: 3 clusters Score -801613.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -801617.187500 Penalty: 864.304138
	Iteration 47Q: 3 clusters Score -801617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -801617.250000 Penalty: 864.304138
	Iteration 48Q: 3 clusters Score -801617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -801619.000000 Penalty: 864.304138
	Iteration 49Q: 3 clusters Score -801619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -801619.750000 Penalty: 864.304138
	Iteration 50Q: 3 clusters Score -801619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -801619.187500 Penalty: 864.304138
	Iteration 51Q: 3 clusters Score -801619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -801620.625000 Penalty: 864.304138
	Iteration 52Q: 3 clusters Score -801620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -801620.875000 Penalty: 864.304138
	Iteration 53Q: 3 clusters Score -801620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -801620.750000 Penalty: 864.304138
	Iteration 54Q: 3 clusters Score -801620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -801621.500000 Penalty: 864.304138
	Iteration 55Q: 3 clusters Score -801621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -801621.500000 Penalty: 864.304138
	Iteration 56F: 3 clusters Score -801621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 78621 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64616 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233928.000000 Penalty: 20201.414062
Iteration 479Q: 34 clusters Score -4.223393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64616 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233936.000000 Penalty: 20201.414062
Iteration 480F: 34 clusters Score -4.223394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77803 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64617 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93375 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28922 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233936.000000 Penalty: 20201.414062
Iteration 481Q: 34 clusters Score -4.223394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77802 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7218 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28923 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233936.000000 Penalty: 20201.414062
Iteration 482Q: 34 clusters Score -4.223394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77803 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7216 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233928.000000 Penalty: 20201.414062
Iteration 483Q: 34 clusters Score -4.223393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77803 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7218 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233920.000000 Penalty: 20201.414062
Iteration 484Q: 34 clusters Score -4.223392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77803 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233924.000000 Penalty: 20201.414062
Iteration 485Q: 34 clusters Score -4.223392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7218 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233912.000000 Penalty: 20201.414062
Iteration 486Q: 34 clusters Score -4.223391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 79918 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64619 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233916.000000 Penalty: 20201.414062
Iteration 487Q: 34 clusters Score -4.223392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64620 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233912.000000 Penalty: 20201.414062
Iteration 488Q: 34 clusters Score -4.223391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 79917 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 64620 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 16018 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 8672 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 93374 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1835 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42233912.000000 Penalty: 20201.414062
Iteration 489F: 34 clusters Score -4.223391e+07 nChanged 0
Entering ConstructFrom: 
Score: -42233912.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -697119.437500 Penalty: 424.141571
	Iteration 0F: 2 clusters Score -697119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -689710.312500 Penalty: 848.283142
	Iteration 0F: 3 clusters Score -689710.3 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -692803.375000 Penalty: 848.283142
	Iteration 1F: 3 clusters Score -692803.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -693260.562500 Penalty: 848.283142
	Iteration 2F: 3 clusters Score -693260.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -693904.625000 Penalty: 848.283142
	Iteration 3F: 3 clusters Score -693904.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -694822.125000 Penalty: 848.283142
	Iteration 4F: 3 clusters Score -694822.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -695766.312500 Penalty: 848.283142
	Iteration 5F: 3 clusters Score -695766.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -696346.062500 Penalty: 848.283142
	Iteration 6F: 3 clusters Score -696346.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -696587.000000 Penalty: 848.283142
	Iteration 7Q: 3 clusters Score -696587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -696703.125000 Penalty: 848.283142
	Iteration 8Q: 3 clusters Score -696703.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -696724.125000 Penalty: 848.283142
	Iteration 9Q: 3 clusters Score -696724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -696728.125000 Penalty: 848.283142
	Iteration 10Q: 3 clusters Score -696728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -696731.000000 Penalty: 848.283142
	Iteration 11Q: 3 clusters Score -696731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -696738.062500 Penalty: 848.283142
	Iteration 12Q: 3 clusters Score -696738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -696739.750000 Penalty: 848.283142
	Iteration 13Q: 3 clusters Score -696739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -696740.375000 Penalty: 848.283142
	Iteration 14Q: 3 clusters Score -696740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -696740.375000 Penalty: 848.283142
	Iteration 15F: 3 clusters Score -696740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Entering Unmasked Estep 
Score: -5044190.500000 Penalty: 513.637878
	Iteration 0F: 2 clusters Score -5044190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4991026.000000 Penalty: 1027.275757
	Iteration 0F: 3 clusters Score -4991026 nChanged 39113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5014630.500000 Penalty: 1027.275757
	Iteration 1F: 3 clusters Score -5014630 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5015556.500000 Penalty: 1027.275757
	Iteration 2Q: 3 clusters Score -5015556 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5016639.000000 Penalty: 1027.275757
	Iteration 3Q: 3 clusters Score -5016639 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -5017901.500000 Penalty: 1027.275757
	Iteration 4Q: 3 clusters Score -5017902 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5019439.500000 Penalty: 1027.275757
	Iteration 5Q: 3 clusters Score -5019440 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5021390.000000 Penalty: 1027.275757
	Iteration 6Q: 3 clusters Score -5021390 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5024054.000000 Penalty: 1027.275757
	Iteration 7F: 3 clusters Score -5024054 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5026990.500000 Penalty: 1027.275757
	Iteration 8F: 3 clusters Score -5026990 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5028943.000000 Penalty: 1027.275757
	Iteration 9Q: 3 clusters Score -5028943 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5029765.500000 Penalty: 1027.275757
	Iteration 10Q: 3 clusters Score -5029766 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5029988.500000 Penalty: 1027.275757
	Iteration 11Q: 3 clusters Score -5029988 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5030057.500000 Penalty: 1027.275757
	Iteration 12Q: 3 clusters Score -5030058 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5030121.000000 Penalty: 1027.275757
	Iteration 13Q: 3 clusters Score -5030121 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5030175.500000 Penalty: 1027.275757
	Iteration 14Q: 3 clusters Score -5030176 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5030216.500000 Penalty: 1027.275757
	Iteration 15Q: 3 clusters Score -5030216 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5030288.500000 Penalty: 1027.275757
	Iteration 16Q: 3 clusters Score -5030288 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5030329.500000 Penalty: 1027.275757
	Iteration 17Q: 3 clusters Score -5030330 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5030441.500000 Penalty: 1027.275757
	Iteration 18Q: 3 clusters Score -5030442 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5030565.500000 Penalty: 1027.275757
	Iteration 19Q: 3 clusters Score -5030566 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5030684.000000 Penalty: 1027.275757
	Iteration 20F: 3 clusters Score -5030684 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5030822.500000 Penalty: 1027.275757
	Iteration 21Q: 3 clusters Score -5030822 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5030989.500000 Penalty: 1027.275757
	Iteration 22Q: 3 clusters Score -5030990 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5031204.000000 Penalty: 1027.275757
	Iteration 23Q: 3 clusters Score -5031204 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -5031513.000000 Penalty: 1027.275757
	Iteration 24Q: 3 clusters Score -5031513 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -5031858.000000 Penalty: 1027.275757
	Iteration 25Q: 3 clusters Score -5031858 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -5032241.500000 Penalty: 1027.275757
	Iteration 26Q: 3 clusters Score -5032242 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -5032607.500000 Penalty: 1027.275757
	Iteration 27Q: 3 clusters Score -5032608 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -5033048.000000 Penalty: 1027.275757
	Iteration 28Q: 3 clusters Score -5033048 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -5033517.000000 Penalty: 1027.275757
	Iteration 29Q: 3 clusters Score -5033517 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -5034076.000000 Penalty: 1027.275757
	Iteration 30Q: 3 clusters Score -5034076 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -5034651.000000 Penalty: 1027.275757
	Iteration 31Q: 3 clusters Score -5034651 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -5035322.500000 Penalty: 1027.275757
	Iteration 32Q: 3 clusters Score -5035322 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -5035989.000000 Penalty: 1027.275757
	Iteration 33Q: 3 clusters Score -5035989 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -5036605.000000 Penalty: 1027.275757
	Iteration 34Q: 3 clusters Score -5036605 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -5037236.500000 Penalty: 1027.275757
	Iteration 35Q: 3 clusters Score -5037236 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -5037820.000000 Penalty: 1027.275757
	Iteration 36Q: 3 clusters Score -5037820 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -5038358.500000 Penalty: 1027.275757
	Iteration 37Q: 3 clusters Score -5038358 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -5038850.000000 Penalty: 1027.275757
	Iteration 38Q: 3 clusters Score -5038850 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -5039402.000000 Penalty: 1027.275757
	Iteration 39Q: 3 clusters Score -5039402 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -5039944.500000 Penalty: 1027.275757
	Iteration 40F: 3 clusters Score -5039944 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -5040493.500000 Penalty: 1027.275757
	Iteration 41Q: 3 clusters Score -5040494 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -5041116.000000 Penalty: 1027.275757
	Iteration 42Q: 3 clusters Score -5041116 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -5041806.000000 Penalty: 1027.275757
	Iteration 43Q: 3 clusters Score -5041806 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -5042343.500000 Penalty: 1027.275757
	Iteration 44Q: 3 clusters Score -5042344 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -5042735.500000 Penalty: 1027.275757
	Iteration 45Q: 3 clusters Score -5042736 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -5043041.000000 Penalty: 1027.275757
	Iteration 46Q: 3 clusters Score -5043041 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -5043285.500000 Penalty: 1027.275757
	Iteration 47Q: 3 clusters Score -5043286 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -5043408.500000 Penalty: 1027.275757
	Iteration 48Q: 3 clusters Score -5043408 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -5043549.500000 Penalty: 1027.275757
	Iteration 49Q: 3 clusters Score -5043550 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -5043632.500000 Penalty: 1027.275757
	Iteration 50Q: 3 clusters Score -5043632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -5043685.500000 Penalty: 1027.275757
	Iteration 51Q: 3 clusters Score -5043686 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -5043732.000000 Penalty: 1027.275757
	Iteration 52Q: 3 clusters Score -5043732 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -5043767.000000 Penalty: 1027.275757
	Iteration 53Q: 3 clusters Score -5043767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -5043780.000000 Penalty: 1027.275757
	Iteration 54Q: 3 clusters Score -5043780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -5043799.500000 Penalty: 1027.275757
	Iteration 55Q: 3 clusters Score -5043800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -5043806.500000 Penalty: 1027.275757
	Iteration 56Q: 3 clusters Score -5043806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -5043828.500000 Penalty: 1027.275757
	Iteration 57Q: 3 clusters Score -5043828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -5043816.500000 Penalty: 1027.275757
	Iteration 58Q: 3 clusters Score -5043816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -5043824.500000 Penalty: 1027.275757
	Iteration 59Q: 3 clusters Score -5043824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -5043824.500000 Penalty: 1027.275757
	Iteration 60F: 3 clusters Score -5043824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -5043834.500000 Penalty: 1027.275757
	Iteration 61Q: 3 clusters Score -5043834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -5043839.500000 Penalty: 1027.275757
	Iteration 62Q: 3 clusters Score -5043840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -5043854.000000 Penalty: 1027.275757
	Iteration 63Q: 3 clusters Score -5043854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -5043853.000000 Penalty: 1027.275757
	Iteration 64Q: 3 clusters Score -5043853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -5043852.000000 Penalty: 1027.275757
	Iteration 65Q: 3 clusters Score -5043852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -5043851.500000 Penalty: 1027.275757
	Iteration 66Q: 3 clusters Score -5043852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -5043849.500000 Penalty: 1027.275757
	Iteration 67Q: 3 clusters Score -5043850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -5043850.500000 Penalty: 1027.275757
	Iteration 68Q: 3 clusters Score -5043850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -5043853.500000 Penalty: 1027.275757
	Iteration 69Q: 3 clusters Score -5043854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -5043861.000000 Penalty: 1027.275757
	Iteration 70Q: 3 clusters Score -5043861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -5043861.000000 Penalty: 1027.275757
	Iteration 71F: 3 clusters Score -5043861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1873.895874 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1873.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1770.405396 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1770.405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1821.480347 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1821.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1829.984009 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1829.984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1829.984009 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1829.984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -419881.062500 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -419881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -415573.968750 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -415574 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -417390.812500 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -417390.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -417754.468750 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -417754.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -418189.093750 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -418189.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -418588.531250 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -418588.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -418859.593750 Penalty: 798.237000
	Iteration 5F: 3 clusters Score -418859.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -419024.781250 Penalty: 798.237000
	Iteration 6Q: 3 clusters Score -419024.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -419119.250000 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -419119.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -419175.906250 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -419175.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -419214.125000 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -419214.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -419255.750000 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -419255.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -419304.062500 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -419304.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -419338.281250 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -419338.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -419364.343750 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -419364.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -419381.062500 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -419381.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -419400.593750 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -419400.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -419428.812500 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -419428.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -419465.250000 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -419465.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -419494.468750 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -419494.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -419519.750000 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -419519.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -419536.187500 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -419536.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -419550.625000 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -419550.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -419561.125000 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -419561.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -419567.625000 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -419567.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -419572.031250 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -419572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -419575.000000 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -419575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -419578.375000 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -419578.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -419582.187500 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -419582.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -419584.250000 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -419584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -419587.375000 Penalty: 798.237000
	Iteration 29Q: 3 clusters Score -419587.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -419589.125000 Penalty: 798.237000
	Iteration 30Q: 3 clusters Score -419589.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -419591.968750 Penalty: 798.237000
	Iteration 31Q: 3 clusters Score -419592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -419593.750000 Penalty: 798.237000
	Iteration 32Q: 3 clusters Score -419593.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -419595.687500 Penalty: 798.237000
	Iteration 33Q: 3 clusters Score -419595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -419595.906250 Penalty: 798.237000
	Iteration 34Q: 3 clusters Score -419595.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -419596.406250 Penalty: 798.237000
	Iteration 35Q: 3 clusters Score -419596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -419597.656250 Penalty: 798.237000
	Iteration 36Q: 3 clusters Score -419597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -419599.625000 Penalty: 798.237000
	Iteration 37Q: 3 clusters Score -419599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -419601.875000 Penalty: 798.237000
	Iteration 38Q: 3 clusters Score -419601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -419604.062500 Penalty: 798.237000
	Iteration 39Q: 3 clusters Score -419604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -419606.468750 Penalty: 798.237000
	Iteration 40F: 3 clusters Score -419606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -419608.437500 Penalty: 798.237000
	Iteration 41Q: 3 clusters Score -419608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -419608.687500 Penalty: 798.237000
	Iteration 42Q: 3 clusters Score -419608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -419608.437500 Penalty: 798.237000
	Iteration 43Q: 3 clusters Score -419608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419609.718750 Penalty: 798.237000
	Iteration 44Q: 3 clusters Score -419609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -419609.531250 Penalty: 798.237000
	Iteration 45Q: 3 clusters Score -419609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -419610.062500 Penalty: 798.237000
	Iteration 46Q: 3 clusters Score -419610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -419610.281250 Penalty: 798.237000
	Iteration 47Q: 3 clusters Score -419610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -419611.093750 Penalty: 798.237000
	Iteration 48Q: 3 clusters Score -419611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -419611.656250 Penalty: 798.237000
	Iteration 49Q: 3 clusters Score -419611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -419612.812500 Penalty: 798.237000
	Iteration 50Q: 3 clusters Score -419612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -419612.093750 Penalty: 798.237000
	Iteration 51Q: 3 clusters Score -419612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -419612.718750 Penalty: 798.237000
	Iteration 52Q: 3 clusters Score -419612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -419612.250000 Penalty: 798.237000
	Iteration 53Q: 3 clusters Score -419612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -419611.812500 Penalty: 798.237000
	Iteration 54Q: 3 clusters Score -419611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -419611.750000 Penalty: 798.237000
	Iteration 55Q: 3 clusters Score -419611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -419611.750000 Penalty: 798.237000
	Iteration 56F: 3 clusters Score -419611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Entering Unmasked Estep 
Score: -636754.937500 Penalty: 418.979401
	Iteration 0F: 2 clusters Score -636754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -630017.375000 Penalty: 837.958801
	Iteration 0F: 3 clusters Score -630017.4 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -632653.625000 Penalty: 837.958801
	Iteration 1F: 3 clusters Score -632653.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -632810.812500 Penalty: 837.958801
	Iteration 2Q: 3 clusters Score -632810.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -632977.687500 Penalty: 837.958801
	Iteration 3Q: 3 clusters Score -632977.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -633160.812500 Penalty: 837.958801
	Iteration 4Q: 3 clusters Score -633160.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -633382.375000 Penalty: 837.958801
	Iteration 5Q: 3 clusters Score -633382.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -633657.062500 Penalty: 837.958801
	Iteration 6Q: 3 clusters Score -633657.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -634060.625000 Penalty: 837.958801
	Iteration 7F: 3 clusters Score -634060.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -634396.625000 Penalty: 837.958801
	Iteration 8F: 3 clusters Score -634396.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -634546.375000 Penalty: 837.958801
	Iteration 9Q: 3 clusters Score -634546.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -634616.875000 Penalty: 837.958801
	Iteration 10Q: 3 clusters Score -634616.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -634661.187500 Penalty: 837.958801
	Iteration 11Q: 3 clusters Score -634661.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -634707.500000 Penalty: 837.958801
	Iteration 12Q: 3 clusters Score -634707.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -634751.187500 Penalty: 837.958801
	Iteration 13Q: 3 clusters Score -634751.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -634788.250000 Penalty: 837.958801
	Iteration 14Q: 3 clusters Score -634788.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -634830.250000 Penalty: 837.958801
	Iteration 15Q: 3 clusters Score -634830.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -634869.687500 Penalty: 837.958801
	Iteration 16Q: 3 clusters Score -634869.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -634907.375000 Penalty: 837.958801
	Iteration 17Q: 3 clusters Score -634907.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -634952.187500 Penalty: 837.958801
	Iteration 18Q: 3 clusters Score -634952.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -634994.375000 Penalty: 837.958801
	Iteration 19Q: 3 clusters Score -634994.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -635037.250000 Penalty: 837.958801
	Iteration 20F: 3 clusters Score -635037.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -635087.687500 Penalty: 837.958801
	Iteration 21Q: 3 clusters Score -635087.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -635124.625000 Penalty: 837.958801
	Iteration 22Q: 3 clusters Score -635124.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -635163.500000 Penalty: 837.958801
	Iteration 23Q: 3 clusters Score -635163.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -635222.125000 Penalty: 837.958801
	Iteration 24Q: 3 clusters Score -635222.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -635277.062500 Penalty: 837.958801
	Iteration 25Q: 3 clusters Score -635277.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -635341.437500 Penalty: 837.958801
	Iteration 26Q: 3 clusters Score -635341.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -635415.750000 Penalty: 837.958801
	Iteration 27Q: 3 clusters Score -635415.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -635487.625000 Penalty: 837.958801
	Iteration 28Q: 3 clusters Score -635487.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -635554.500000 Penalty: 837.958801
	Iteration 29Q: 3 clusters Score -635554.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -635628.937500 Penalty: 837.958801
	Iteration 30Q: 3 clusters Score -635628.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -635711.062500 Penalty: 837.958801
	Iteration 31Q: 3 clusters Score -635711.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -635791.562500 Penalty: 837.958801
	Iteration 32Q: 3 clusters Score -635791.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -635866.000000 Penalty: 837.958801
	Iteration 33Q: 3 clusters Score -635866 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -635918.062500 Penalty: 837.958801
	Iteration 34Q: 3 clusters Score -635918.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -635962.000000 Penalty: 837.958801
	Iteration 35Q: 3 clusters Score -635962 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -635992.812500 Penalty: 837.958801
	Iteration 36Q: 3 clusters Score -635992.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -636014.375000 Penalty: 837.958801
	Iteration 37Q: 3 clusters Score -636014.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -636036.562500 Penalty: 837.958801
	Iteration 38Q: 3 clusters Score -636036.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -636056.875000 Penalty: 837.958801
	Iteration 39Q: 3 clusters Score -636056.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -636080.750000 Penalty: 837.958801
	Iteration 40F: 3 clusters Score -636080.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -636101.187500 Penalty: 837.958801
	Iteration 41Q: 3 clusters Score -636101.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -636116.062500 Penalty: 837.958801
	Iteration 42Q: 3 clusters Score -636116.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -636135.312500 Penalty: 837.958801
	Iteration 43Q: 3 clusters Score -636135.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -636158.937500 Penalty: 837.958801
	Iteration 44Q: 3 clusters Score -636158.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -636175.312500 Penalty: 837.958801
	Iteration 45Q: 3 clusters Score -636175.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -636190.750000 Penalty: 837.958801
	Iteration 46Q: 3 clusters Score -636190.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -636204.437500 Penalty: 837.958801
	Iteration 47Q: 3 clusters Score -636204.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -636216.687500 Penalty: 837.958801
	Iteration 48Q: 3 clusters Score -636216.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -636234.500000 Penalty: 837.958801
	Iteration 49Q: 3 clusters Score -636234.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -636254.937500 Penalty: 837.958801
	Iteration 50Q: 3 clusters Score -636254.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -636276.312500 Penalty: 837.958801
	Iteration 51Q: 3 clusters Score -636276.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -636293.625000 Penalty: 837.958801
	Iteration 52Q: 3 clusters Score -636293.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -636305.312500 Penalty: 837.958801
	Iteration 53Q: 3 clusters Score -636305.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -636315.875000 Penalty: 837.958801
	Iteration 54Q: 3 clusters Score -636315.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -636328.625000 Penalty: 837.958801
	Iteration 55Q: 3 clusters Score -636328.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -636345.375000 Penalty: 837.958801
	Iteration 56Q: 3 clusters Score -636345.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -636363.375000 Penalty: 837.958801
	Iteration 57Q: 3 clusters Score -636363.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -636373.125000 Penalty: 837.958801
	Iteration 58Q: 3 clusters Score -636373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -636378.687500 Penalty: 837.958801
	Iteration 59Q: 3 clusters Score -636378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -636382.125000 Penalty: 837.958801
	Iteration 60F: 3 clusters Score -636382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -636385.375000 Penalty: 837.958801
	Iteration 61Q: 3 clusters Score -636385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -636389.812500 Penalty: 837.958801
	Iteration 62Q: 3 clusters Score -636389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -636392.562500 Penalty: 837.958801
	Iteration 63Q: 3 clusters Score -636392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -636393.937500 Penalty: 837.958801
	Iteration 64Q: 3 clusters Score -636393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -636395.000000 Penalty: 837.958801
	Iteration 65Q: 3 clusters Score -636395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -636395.812500 Penalty: 837.958801
	Iteration 66Q: 3 clusters Score -636395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -636396.562500 Penalty: 837.958801
	Iteration 67Q: 3 clusters Score -636396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -636396.312500 Penalty: 837.958801
	Iteration 68Q: 3 clusters Score -636396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -636397.000000 Penalty: 837.958801
	Iteration 69Q: 3 clusters Score -636397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -636398.000000 Penalty: 837.958801
	Iteration 70Q: 3 clusters Score -636398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -636398.000000 Penalty: 837.958801
	Iteration 71Q: 3 clusters Score -636398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -636398.437500 Penalty: 837.958801
	Iteration 72Q: 3 clusters Score -636398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -636398.437500 Penalty: 837.958801
	Iteration 73F: 3 clusters Score -636398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -183219.046875 Penalty: 367.509735
	Iteration 0F: 2 clusters Score -183219 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 1613 members 
Entering Unmasked Estep 
Score: -181036.656250 Penalty: 735.019470
	Iteration 0F: 3 clusters Score -181036.7 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -181796.421875 Penalty: 735.019470
	Iteration 1F: 3 clusters Score -181796.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -181922.359375 Penalty: 735.019470
	Iteration 2F: 3 clusters Score -181922.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -182063.484375 Penalty: 735.019470
	Iteration 3F: 3 clusters Score -182063.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -182175.875000 Penalty: 735.019470
	Iteration 4F: 3 clusters Score -182175.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -182261.046875 Penalty: 735.019470
	Iteration 5F: 3 clusters Score -182261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -182321.234375 Penalty: 735.019470
	Iteration 6Q: 3 clusters Score -182321.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -182373.343750 Penalty: 735.019470
	Iteration 7Q: 3 clusters Score -182373.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -182405.984375 Penalty: 735.019470
	Iteration 8Q: 3 clusters Score -182406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -182426.781250 Penalty: 735.019470
	Iteration 9Q: 3 clusters Score -182426.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -182441.281250 Penalty: 735.019470
	Iteration 10Q: 3 clusters Score -182441.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -182461.187500 Penalty: 735.019470
	Iteration 11Q: 3 clusters Score -182461.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -182487.953125 Penalty: 735.019470
	Iteration 12Q: 3 clusters Score -182488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -182507.546875 Penalty: 735.019470
	Iteration 13Q: 3 clusters Score -182507.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -182524.796875 Penalty: 735.019470
	Iteration 14Q: 3 clusters Score -182524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -182536.937500 Penalty: 735.019470
	Iteration 15Q: 3 clusters Score -182536.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -182557.015625 Penalty: 735.019470
	Iteration 16Q: 3 clusters Score -182557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -182587.953125 Penalty: 735.019470
	Iteration 17Q: 3 clusters Score -182588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -182609.468750 Penalty: 735.019470
	Iteration 18Q: 3 clusters Score -182609.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -182626.765625 Penalty: 735.019470
	Iteration 19Q: 3 clusters Score -182626.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -182639.812500 Penalty: 735.019470
	Iteration 20F: 3 clusters Score -182639.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -182652.640625 Penalty: 735.019470
	Iteration 21Q: 3 clusters Score -182652.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -182668.890625 Penalty: 735.019470
	Iteration 22Q: 3 clusters Score -182668.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -182690.125000 Penalty: 735.019470
	Iteration 23Q: 3 clusters Score -182690.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -182710.390625 Penalty: 735.019470
	Iteration 24Q: 3 clusters Score -182710.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -182730.046875 Penalty: 735.019470
	Iteration 25Q: 3 clusters Score -182730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -182750.156250 Penalty: 735.019470
	Iteration 26Q: 3 clusters Score -182750.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -182771.437500 Penalty: 735.019470
	Iteration 27Q: 3 clusters Score -182771.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -182789.890625 Penalty: 735.019470
	Iteration 28Q: 3 clusters Score -182789.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -182807.968750 Penalty: 735.019470
	Iteration 29Q: 3 clusters Score -182808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -182824.156250 Penalty: 735.019470
	Iteration 30Q: 3 clusters Score -182824.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -182840.328125 Penalty: 735.019470
	Iteration 31Q: 3 clusters Score -182840.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -182853.921875 Penalty: 735.019470
	Iteration 32Q: 3 clusters Score -182853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -182865.515625 Penalty: 735.019470
	Iteration 33Q: 3 clusters Score -182865.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -182878.187500 Penalty: 735.019470
	Iteration 34Q: 3 clusters Score -182878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -182888.812500 Penalty: 735.019470
	Iteration 35Q: 3 clusters Score -182888.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -182893.328125 Penalty: 735.019470
	Iteration 36Q: 3 clusters Score -182893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -182895.734375 Penalty: 735.019470
	Iteration 37Q: 3 clusters Score -182895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -182897.593750 Penalty: 735.019470
	Iteration 38Q: 3 clusters Score -182897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -182898.843750 Penalty: 735.019470
	Iteration 39Q: 3 clusters Score -182898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -182899.796875 Penalty: 735.019470
	Iteration 40F: 3 clusters Score -182899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -182901.859375 Penalty: 735.019470
	Iteration 41Q: 3 clusters Score -182901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -182903.343750 Penalty: 735.019470
	Iteration 42Q: 3 clusters Score -182903.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -182905.546875 Penalty: 735.019470
	Iteration 43Q: 3 clusters Score -182905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -182907.484375 Penalty: 735.019470
	Iteration 44Q: 3 clusters Score -182907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -182907.656250 Penalty: 735.019470
	Iteration 45Q: 3 clusters Score -182907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -182907.656250 Penalty: 735.019470
	Iteration 46F: 3 clusters Score -182907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -55366.343750 Penalty: 310.902954
	Iteration 0F: 2 clusters Score -55366.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54594.750000 Penalty: 621.805908
	Iteration 0F: 3 clusters Score -54594.75 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54799.792969 Penalty: 621.805908
	Iteration 1F: 3 clusters Score -54799.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -54852.281250 Penalty: 621.805908
	Iteration 2F: 3 clusters Score -54852.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54891.277344 Penalty: 621.805908
	Iteration 3F: 3 clusters Score -54891.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -54916.714844 Penalty: 621.805908
	Iteration 4Q: 3 clusters Score -54916.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54936.839844 Penalty: 621.805908
	Iteration 5Q: 3 clusters Score -54936.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54953.082031 Penalty: 621.805908
	Iteration 6Q: 3 clusters Score -54953.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -54965.480469 Penalty: 621.805908
	Iteration 7Q: 3 clusters Score -54965.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -54978.023438 Penalty: 621.805908
	Iteration 8Q: 3 clusters Score -54978.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -54989.535156 Penalty: 621.805908
	Iteration 9Q: 3 clusters Score -54989.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -55002.449219 Penalty: 621.805908
	Iteration 10Q: 3 clusters Score -55002.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -55010.652344 Penalty: 621.805908
	Iteration 11Q: 3 clusters Score -55010.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -55018.332031 Penalty: 621.805908
	Iteration 12Q: 3 clusters Score -55018.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -55026.445312 Penalty: 621.805908
	Iteration 13Q: 3 clusters Score -55026.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -55034.339844 Penalty: 621.805908
	Iteration 14Q: 3 clusters Score -55034.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -55039.484375 Penalty: 621.805908
	Iteration 15Q: 3 clusters Score -55039.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -55043.839844 Penalty: 621.805908
	Iteration 16Q: 3 clusters Score -55043.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -55045.183594 Penalty: 621.805908
	Iteration 17Q: 3 clusters Score -55045.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -55045.660156 Penalty: 621.805908
	Iteration 18Q: 3 clusters Score -55045.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -55046.472656 Penalty: 621.805908
	Iteration 19Q: 3 clusters Score -55046.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -55047.054688 Penalty: 621.805908
	Iteration 20F: 3 clusters Score -55047.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -55047.406250 Penalty: 621.805908
	Iteration 21Q: 3 clusters Score -55047.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -55047.691406 Penalty: 621.805908
	Iteration 22Q: 3 clusters Score -55047.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55047.792969 Penalty: 621.805908
	Iteration 23Q: 3 clusters Score -55047.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -55048.039062 Penalty: 621.805908
	Iteration 24Q: 3 clusters Score -55048.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -55048.125000 Penalty: 621.805908
	Iteration 25Q: 3 clusters Score -55048.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55048.128906 Penalty: 621.805908
	Iteration 26Q: 3 clusters Score -55048.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55048.128906 Penalty: 621.805908
	Iteration 27F: 3 clusters Score -55048.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4717.838867 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4717.839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4529.485352 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4529.485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4604.891113 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4604.891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4615.349121 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4615.349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4619.918945 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4619.919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4624.131348 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4624.131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4629.741211 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4629.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4629.741211 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -4629.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Entering Unmasked Estep 
Score: -4874280.000000 Penalty: 512.418640
	Iteration 0F: 2 clusters Score -4874280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4823569.000000 Penalty: 1024.837280
	Iteration 0F: 3 clusters Score -4823569 nChanged 37813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -4847103.500000 Penalty: 1024.837280
	Iteration 1F: 3 clusters Score -4847104 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -4849339.500000 Penalty: 1024.837280
	Iteration 2F: 3 clusters Score -4849340 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -4852768.000000 Penalty: 1024.837280
	Iteration 3F: 3 clusters Score -4852768 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -4857499.000000 Penalty: 1024.837280
	Iteration 4F: 3 clusters Score -4857499 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -4862324.500000 Penalty: 1024.837280
	Iteration 5F: 3 clusters Score -4862324 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -4865428.000000 Penalty: 1024.837280
	Iteration 6F: 3 clusters Score -4865428 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -4866937.000000 Penalty: 1024.837280
	Iteration 7Q: 3 clusters Score -4866937 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -4867859.500000 Penalty: 1024.837280
	Iteration 8Q: 3 clusters Score -4867860 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -4868690.500000 Penalty: 1024.837280
	Iteration 9Q: 3 clusters Score -4868690 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -4869515.000000 Penalty: 1024.837280
	Iteration 10Q: 3 clusters Score -4869515 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -4870262.000000 Penalty: 1024.837280
	Iteration 11Q: 3 clusters Score -4870262 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -4871012.000000 Penalty: 1024.837280
	Iteration 12Q: 3 clusters Score -4871012 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -4871720.000000 Penalty: 1024.837280
	Iteration 13Q: 3 clusters Score -4871720 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -4872243.000000 Penalty: 1024.837280
	Iteration 14Q: 3 clusters Score -4872243 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -4872680.500000 Penalty: 1024.837280
	Iteration 15Q: 3 clusters Score -4872680 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -4872959.500000 Penalty: 1024.837280
	Iteration 16Q: 3 clusters Score -4872960 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -4873154.000000 Penalty: 1024.837280
	Iteration 17Q: 3 clusters Score -4873154 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -4873321.500000 Penalty: 1024.837280
	Iteration 18Q: 3 clusters Score -4873322 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -4873472.500000 Penalty: 1024.837280
	Iteration 19Q: 3 clusters Score -4873472 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -4873594.500000 Penalty: 1024.837280
	Iteration 20F: 3 clusters Score -4873594 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -4873728.000000 Penalty: 1024.837280
	Iteration 21Q: 3 clusters Score -4873728 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -4873844.500000 Penalty: 1024.837280
	Iteration 22Q: 3 clusters Score -4873844 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -4873948.500000 Penalty: 1024.837280
	Iteration 23Q: 3 clusters Score -4873948 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -4874004.000000 Penalty: 1024.837280
	Iteration 24Q: 3 clusters Score -4874004 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -4874072.500000 Penalty: 1024.837280
	Iteration 25Q: 3 clusters Score -4874072 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -4874136.500000 Penalty: 1024.837280
	Iteration 26Q: 3 clusters Score -4874136 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -4874168.500000 Penalty: 1024.837280
	Iteration 27Q: 3 clusters Score -4874168 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -4874220.500000 Penalty: 1024.837280
	Iteration 28Q: 3 clusters Score -4874220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -4874235.500000 Penalty: 1024.837280
	Iteration 29Q: 3 clusters Score -4874236 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -4874227.500000 Penalty: 1024.837280
	Iteration 30Q: 3 clusters Score -4874228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -4874237.500000 Penalty: 1024.837280
	Iteration 31Q: 3 clusters Score -4874238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -4874232.500000 Penalty: 1024.837280
	Iteration 32Q: 3 clusters Score -4874232 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -4874215.500000 Penalty: 1024.837280
	Iteration 33Q: 3 clusters Score -4874216 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -4874216.500000 Penalty: 1024.837280
	Iteration 34Q: 3 clusters Score -4874216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -4874191.500000 Penalty: 1024.837280
	Iteration 35Q: 3 clusters Score -4874192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -4874173.000000 Penalty: 1024.837280
	Iteration 36Q: 3 clusters Score -4874173 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -4874157.000000 Penalty: 1024.837280
	Iteration 37Q: 3 clusters Score -4874157 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -4874157.500000 Penalty: 1024.837280
	Iteration 38Q: 3 clusters Score -4874158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -4874155.000000 Penalty: 1024.837280
	Iteration 39Q: 3 clusters Score -4874155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -4874137.500000 Penalty: 1024.837280
	Iteration 40F: 3 clusters Score -4874138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -4874143.500000 Penalty: 1024.837280
	Iteration 41Q: 3 clusters Score -4874144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -4874129.500000 Penalty: 1024.837280
	Iteration 42Q: 3 clusters Score -4874130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -4874129.000000 Penalty: 1024.837280
	Iteration 43Q: 3 clusters Score -4874129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -4874133.500000 Penalty: 1024.837280
	Iteration 44Q: 3 clusters Score -4874134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -4874137.500000 Penalty: 1024.837280
	Iteration 45Q: 3 clusters Score -4874138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -4874122.500000 Penalty: 1024.837280
	Iteration 46Q: 3 clusters Score -4874122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -4874116.000000 Penalty: 1024.837280
	Iteration 47Q: 3 clusters Score -4874116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -4874108.000000 Penalty: 1024.837280
	Iteration 48Q: 3 clusters Score -4874108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -4874105.500000 Penalty: 1024.837280
	Iteration 49Q: 3 clusters Score -4874106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -4874098.000000 Penalty: 1024.837280
	Iteration 50Q: 3 clusters Score -4874098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -4874103.500000 Penalty: 1024.837280
	Iteration 51Q: 3 clusters Score -4874104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -4874101.500000 Penalty: 1024.837280
	Iteration 52Q: 3 clusters Score -4874102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -4874106.500000 Penalty: 1024.837280
	Iteration 53Q: 3 clusters Score -4874106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -4874113.500000 Penalty: 1024.837280
	Iteration 54Q: 3 clusters Score -4874114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -4874109.000000 Penalty: 1024.837280
	Iteration 55Q: 3 clusters Score -4874109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -4874111.000000 Penalty: 1024.837280
	Iteration 56Q: 3 clusters Score -4874111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -4874107.000000 Penalty: 1024.837280
	Iteration 57Q: 3 clusters Score -4874107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4874102.000000 Penalty: 1024.837280
	Iteration 58Q: 3 clusters Score -4874102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -4874105.000000 Penalty: 1024.837280
	Iteration 59Q: 3 clusters Score -4874105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -4874098.000000 Penalty: 1024.837280
	Iteration 60F: 3 clusters Score -4874098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -4874093.500000 Penalty: 1024.837280
	Iteration 61Q: 3 clusters Score -4874094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -4874107.500000 Penalty: 1024.837280
	Iteration 62Q: 3 clusters Score -4874108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -4874101.000000 Penalty: 1024.837280
	Iteration 63Q: 3 clusters Score -4874101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -4874097.500000 Penalty: 1024.837280
	Iteration 64Q: 3 clusters Score -4874098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -4874095.000000 Penalty: 1024.837280
	Iteration 65Q: 3 clusters Score -4874095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -4874095.000000 Penalty: 1024.837280
	Iteration 66Q: 3 clusters Score -4874095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -4874099.500000 Penalty: 1024.837280
	Iteration 67Q: 3 clusters Score -4874100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -4874096.500000 Penalty: 1024.837280
	Iteration 68Q: 3 clusters Score -4874096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -4874092.500000 Penalty: 1024.837280
	Iteration 69Q: 3 clusters Score -4874092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -4874093.000000 Penalty: 1024.837280
	Iteration 70Q: 3 clusters Score -4874093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -4874095.000000 Penalty: 1024.837280
	Iteration 71Q: 3 clusters Score -4874095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -4874093.500000 Penalty: 1024.837280
	Iteration 72Q: 3 clusters Score -4874094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -4874090.000000 Penalty: 1024.837280
	Iteration 73Q: 3 clusters Score -4874090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -4874077.500000 Penalty: 1024.837280
	Iteration 74Q: 3 clusters Score -4874078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -4874081.000000 Penalty: 1024.837280
	Iteration 75Q: 3 clusters Score -4874081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -4874085.000000 Penalty: 1024.837280
	Iteration 76Q: 3 clusters Score -4874085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -4874078.000000 Penalty: 1024.837280
	Iteration 77Q: 3 clusters Score -4874078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -4874083.000000 Penalty: 1024.837280
	Iteration 78Q: 3 clusters Score -4874083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -4874085.000000 Penalty: 1024.837280
	Iteration 79Q: 3 clusters Score -4874085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -4874081.000000 Penalty: 1024.837280
	Iteration 80F: 3 clusters Score -4874081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -4874081.000000 Penalty: 1024.837280
	Iteration 81Q: 3 clusters Score -4874081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -4874076.000000 Penalty: 1024.837280
	Iteration 82Q: 3 clusters Score -4874076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -4874076.000000 Penalty: 1024.837280
	Iteration 83F: 3 clusters Score -4874076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -306745.000000 Penalty: 386.333649
	Iteration 0F: 2 clusters Score -306745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -303444.250000 Penalty: 772.667297
	Iteration 0F: 3 clusters Score -303444.2 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -304596.312500 Penalty: 772.667297
	Iteration 1F: 3 clusters Score -304596.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -304733.812500 Penalty: 772.667297
	Iteration 2F: 3 clusters Score -304733.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -304897.093750 Penalty: 772.667297
	Iteration 3F: 3 clusters Score -304897.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -305165.562500 Penalty: 772.667297
	Iteration 4F: 3 clusters Score -305165.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -305527.218750 Penalty: 772.667297
	Iteration 5F: 3 clusters Score -305527.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -305890.843750 Penalty: 772.667297
	Iteration 6F: 3 clusters Score -305890.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -306228.125000 Penalty: 772.667297
	Iteration 7F: 3 clusters Score -306228.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -306455.437500 Penalty: 772.667297
	Iteration 8F: 3 clusters Score -306455.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -306550.000000 Penalty: 772.667297
	Iteration 9Q: 3 clusters Score -306550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -306580.750000 Penalty: 772.667297
	Iteration 10Q: 3 clusters Score -306580.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -306610.656250 Penalty: 772.667297
	Iteration 11Q: 3 clusters Score -306610.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -306625.812500 Penalty: 772.667297
	Iteration 12Q: 3 clusters Score -306625.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -306636.375000 Penalty: 772.667297
	Iteration 13Q: 3 clusters Score -306636.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -306642.093750 Penalty: 772.667297
	Iteration 14Q: 3 clusters Score -306642.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -306646.750000 Penalty: 772.667297
	Iteration 15Q: 3 clusters Score -306646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -306651.468750 Penalty: 772.667297
	Iteration 16Q: 3 clusters Score -306651.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -306656.468750 Penalty: 772.667297
	Iteration 17Q: 3 clusters Score -306656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -306659.937500 Penalty: 772.667297
	Iteration 18Q: 3 clusters Score -306659.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -306665.312500 Penalty: 772.667297
	Iteration 19Q: 3 clusters Score -306665.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -306668.781250 Penalty: 772.667297
	Iteration 20F: 3 clusters Score -306668.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -306671.375000 Penalty: 772.667297
	Iteration 21Q: 3 clusters Score -306671.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -306673.125000 Penalty: 772.667297
	Iteration 22Q: 3 clusters Score -306673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -306673.406250 Penalty: 772.667297
	Iteration 23Q: 3 clusters Score -306673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -306677.156250 Penalty: 772.667297
	Iteration 24Q: 3 clusters Score -306677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -306678.125000 Penalty: 772.667297
	Iteration 25Q: 3 clusters Score -306678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -306680.406250 Penalty: 772.667297
	Iteration 26Q: 3 clusters Score -306680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -306681.937500 Penalty: 772.667297
	Iteration 27Q: 3 clusters Score -306681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -306683.875000 Penalty: 772.667297
	Iteration 28Q: 3 clusters Score -306683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -306684.687500 Penalty: 772.667297
	Iteration 29Q: 3 clusters Score -306684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -306684.906250 Penalty: 772.667297
	Iteration 30Q: 3 clusters Score -306684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -306684.687500 Penalty: 772.667297
	Iteration 31Q: 3 clusters Score -306684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -306684.750000 Penalty: 772.667297
	Iteration 32Q: 3 clusters Score -306684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -306685.250000 Penalty: 772.667297
	Iteration 33Q: 3 clusters Score -306685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -306685.250000 Penalty: 772.667297
	Iteration 34F: 3 clusters Score -306685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -63596.617188 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -63596.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -62740.851562 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -62740.85 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -63049.355469 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -63049.36 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -63154.761719 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -63154.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -63216.796875 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -63216.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -63264.906250 Penalty: 639.646973
	Iteration 4Q: 3 clusters Score -63264.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -63298.449219 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -63298.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -63317.867188 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -63317.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -63329.203125 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -63329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -63337.164062 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -63337.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -63340.519531 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -63340.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -63342.226562 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -63342.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -63344.828125 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -63344.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -63347.488281 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -63347.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -63352.347656 Penalty: 639.646973
	Iteration 13Q: 3 clusters Score -63352.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -63353.050781 Penalty: 639.646973
	Iteration 14Q: 3 clusters Score -63353.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -63354.789062 Penalty: 639.646973
	Iteration 15Q: 3 clusters Score -63354.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -63355.992188 Penalty: 639.646973
	Iteration 16Q: 3 clusters Score -63355.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -63357.703125 Penalty: 639.646973
	Iteration 17Q: 3 clusters Score -63357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -63357.703125 Penalty: 639.646973
	Iteration 18F: 3 clusters Score -63357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -447896.593750 Penalty: 400.970825
	Iteration 0F: 2 clusters Score -447896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -443431.187500 Penalty: 801.941650
	Iteration 0F: 3 clusters Score -443431.2 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -445126.406250 Penalty: 801.941650
	Iteration 1F: 3 clusters Score -445126.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -445306.687500 Penalty: 801.941650
	Iteration 2F: 3 clusters Score -445306.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -445562.062500 Penalty: 801.941650
	Iteration 3F: 3 clusters Score -445562.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -445880.406250 Penalty: 801.941650
	Iteration 4F: 3 clusters Score -445880.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -446238.031250 Penalty: 801.941650
	Iteration 5F: 3 clusters Score -446238 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -446582.125000 Penalty: 801.941650
	Iteration 6F: 3 clusters Score -446582.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -446800.562500 Penalty: 801.941650
	Iteration 7Q: 3 clusters Score -446800.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -446940.125000 Penalty: 801.941650
	Iteration 8Q: 3 clusters Score -446940.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -447038.750000 Penalty: 801.941650
	Iteration 9Q: 3 clusters Score -447038.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -447132.656250 Penalty: 801.941650
	Iteration 10Q: 3 clusters Score -447132.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -447226.187500 Penalty: 801.941650
	Iteration 11Q: 3 clusters Score -447226.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -447300.468750 Penalty: 801.941650
	Iteration 12Q: 3 clusters Score -447300.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -447351.250000 Penalty: 801.941650
	Iteration 13Q: 3 clusters Score -447351.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -447398.250000 Penalty: 801.941650
	Iteration 14Q: 3 clusters Score -447398.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -447425.937500 Penalty: 801.941650
	Iteration 15Q: 3 clusters Score -447425.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -447446.843750 Penalty: 801.941650
	Iteration 16Q: 3 clusters Score -447446.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -447467.343750 Penalty: 801.941650
	Iteration 17Q: 3 clusters Score -447467.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -447483.062500 Penalty: 801.941650
	Iteration 18Q: 3 clusters Score -447483.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -447495.281250 Penalty: 801.941650
	Iteration 19Q: 3 clusters Score -447495.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -447504.156250 Penalty: 801.941650
	Iteration 20F: 3 clusters Score -447504.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -447508.500000 Penalty: 801.941650
	Iteration 21Q: 3 clusters Score -447508.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -447513.218750 Penalty: 801.941650
	Iteration 22Q: 3 clusters Score -447513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -447517.406250 Penalty: 801.941650
	Iteration 23Q: 3 clusters Score -447517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -447522.750000 Penalty: 801.941650
	Iteration 24Q: 3 clusters Score -447522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -447524.906250 Penalty: 801.941650
	Iteration 25Q: 3 clusters Score -447524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -447530.000000 Penalty: 801.941650
	Iteration 26Q: 3 clusters Score -447530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -447536.218750 Penalty: 801.941650
	Iteration 27Q: 3 clusters Score -447536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -447543.375000 Penalty: 801.941650
	Iteration 28Q: 3 clusters Score -447543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -447550.031250 Penalty: 801.941650
	Iteration 29Q: 3 clusters Score -447550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -447554.156250 Penalty: 801.941650
	Iteration 30Q: 3 clusters Score -447554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -447556.468750 Penalty: 801.941650
	Iteration 31Q: 3 clusters Score -447556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -447557.468750 Penalty: 801.941650
	Iteration 32Q: 3 clusters Score -447557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -447559.187500 Penalty: 801.941650
	Iteration 33Q: 3 clusters Score -447559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -447559.812500 Penalty: 801.941650
	Iteration 34Q: 3 clusters Score -447559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -447560.843750 Penalty: 801.941650
	Iteration 35Q: 3 clusters Score -447560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -447561.687500 Penalty: 801.941650
	Iteration 36Q: 3 clusters Score -447561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -447562.468750 Penalty: 801.941650
	Iteration 37Q: 3 clusters Score -447562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -447562.468750 Penalty: 801.941650
	Iteration 38F: 3 clusters Score -447562.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Entering Unmasked Estep 
Score: -2912936.500000 Penalty: 486.557861
	Iteration 0F: 2 clusters Score -2912936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2884052.250000 Penalty: 973.115723
	Iteration 0F: 3 clusters Score -2884052 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2896830.750000 Penalty: 973.115723
	Iteration 1F: 3 clusters Score -2896831 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2897751.000000 Penalty: 973.115723
	Iteration 2Q: 3 clusters Score -2897751 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2899288.500000 Penalty: 973.115723
	Iteration 3F: 3 clusters Score -2899288 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2901604.000000 Penalty: 973.115723
	Iteration 4F: 3 clusters Score -2901604 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2903633.250000 Penalty: 973.115723
	Iteration 5F: 3 clusters Score -2903633 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2904546.750000 Penalty: 973.115723
	Iteration 6Q: 3 clusters Score -2904547 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2904825.500000 Penalty: 973.115723
	Iteration 7Q: 3 clusters Score -2904826 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2904938.750000 Penalty: 973.115723
	Iteration 8Q: 3 clusters Score -2904939 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2905020.750000 Penalty: 973.115723
	Iteration 9Q: 3 clusters Score -2905021 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2905089.250000 Penalty: 973.115723
	Iteration 10Q: 3 clusters Score -2905089 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2905139.500000 Penalty: 973.115723
	Iteration 11Q: 3 clusters Score -2905140 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2905212.750000 Penalty: 973.115723
	Iteration 12Q: 3 clusters Score -2905213 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2905269.750000 Penalty: 973.115723
	Iteration 13Q: 3 clusters Score -2905270 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2905322.000000 Penalty: 973.115723
	Iteration 14Q: 3 clusters Score -2905322 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2905373.000000 Penalty: 973.115723
	Iteration 15Q: 3 clusters Score -2905373 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2905451.250000 Penalty: 973.115723
	Iteration 16Q: 3 clusters Score -2905451 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2905521.000000 Penalty: 973.115723
	Iteration 17Q: 3 clusters Score -2905521 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2905588.250000 Penalty: 973.115723
	Iteration 18Q: 3 clusters Score -2905588 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2905681.000000 Penalty: 973.115723
	Iteration 19Q: 3 clusters Score -2905681 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2905783.000000 Penalty: 973.115723
	Iteration 20F: 3 clusters Score -2905783 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2905877.750000 Penalty: 973.115723
	Iteration 21Q: 3 clusters Score -2905878 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2905982.000000 Penalty: 973.115723
	Iteration 22Q: 3 clusters Score -2905982 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2906104.000000 Penalty: 973.115723
	Iteration 23Q: 3 clusters Score -2906104 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2906235.000000 Penalty: 973.115723
	Iteration 24Q: 3 clusters Score -2906235 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2906401.000000 Penalty: 973.115723
	Iteration 25Q: 3 clusters Score -2906401 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2906540.750000 Penalty: 973.115723
	Iteration 26Q: 3 clusters Score -2906541 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2906733.500000 Penalty: 973.115723
	Iteration 27Q: 3 clusters Score -2906734 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2906919.250000 Penalty: 973.115723
	Iteration 28Q: 3 clusters Score -2906919 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2907142.500000 Penalty: 973.115723
	Iteration 29Q: 3 clusters Score -2907142 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2907394.750000 Penalty: 973.115723
	Iteration 30Q: 3 clusters Score -2907395 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2907657.000000 Penalty: 973.115723
	Iteration 31Q: 3 clusters Score -2907657 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2907930.000000 Penalty: 973.115723
	Iteration 32Q: 3 clusters Score -2907930 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2908186.500000 Penalty: 973.115723
	Iteration 33Q: 3 clusters Score -2908186 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2908449.500000 Penalty: 973.115723
	Iteration 34Q: 3 clusters Score -2908450 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2908713.000000 Penalty: 973.115723
	Iteration 35Q: 3 clusters Score -2908713 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2908986.250000 Penalty: 973.115723
	Iteration 36Q: 3 clusters Score -2908986 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2909303.750000 Penalty: 973.115723
	Iteration 37Q: 3 clusters Score -2909304 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2909530.000000 Penalty: 973.115723
	Iteration 38Q: 3 clusters Score -2909530 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2909773.000000 Penalty: 973.115723
	Iteration 39Q: 3 clusters Score -2909773 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2910106.750000 Penalty: 973.115723
	Iteration 40F: 3 clusters Score -2910107 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2910434.250000 Penalty: 973.115723
	Iteration 41Q: 3 clusters Score -2910434 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2910753.500000 Penalty: 973.115723
	Iteration 42Q: 3 clusters Score -2910754 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2911060.750000 Penalty: 973.115723
	Iteration 43Q: 3 clusters Score -2911061 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2911334.500000 Penalty: 973.115723
	Iteration 44Q: 3 clusters Score -2911334 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2911571.750000 Penalty: 973.115723
	Iteration 45Q: 3 clusters Score -2911572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2911765.000000 Penalty: 973.115723
	Iteration 46Q: 3 clusters Score -2911765 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2911934.000000 Penalty: 973.115723
	Iteration 47Q: 3 clusters Score -2911934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2912079.250000 Penalty: 973.115723
	Iteration 48Q: 3 clusters Score -2912079 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2912196.500000 Penalty: 973.115723
	Iteration 49Q: 3 clusters Score -2912196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2912277.500000 Penalty: 973.115723
	Iteration 50Q: 3 clusters Score -2912278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2912364.750000 Penalty: 973.115723
	Iteration 51Q: 3 clusters Score -2912365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2912406.000000 Penalty: 973.115723
	Iteration 52Q: 3 clusters Score -2912406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2912440.000000 Penalty: 973.115723
	Iteration 53Q: 3 clusters Score -2912440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2912467.000000 Penalty: 973.115723
	Iteration 54Q: 3 clusters Score -2912467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2912474.000000 Penalty: 973.115723
	Iteration 55Q: 3 clusters Score -2912474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2912483.250000 Penalty: 973.115723
	Iteration 56Q: 3 clusters Score -2912483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2912484.250000 Penalty: 973.115723
	Iteration 57Q: 3 clusters Score -2912484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2912485.000000 Penalty: 973.115723
	Iteration 58Q: 3 clusters Score -2912485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2912489.500000 Penalty: 973.115723
	Iteration 59Q: 3 clusters Score -2912490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2912489.500000 Penalty: 973.115723
	Iteration 60F: 3 clusters Score -2912490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2912495.750000 Penalty: 973.115723
	Iteration 61Q: 3 clusters Score -2912496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2912499.250000 Penalty: 973.115723
	Iteration 62Q: 3 clusters Score -2912499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2912500.000000 Penalty: 973.115723
	Iteration 63Q: 3 clusters Score -2912500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2912500.250000 Penalty: 973.115723
	Iteration 64Q: 3 clusters Score -2912500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2912500.250000 Penalty: 973.115723
	Iteration 65F: 3 clusters Score -2912500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Entering Unmasked Estep 
Score: -5006842.500000 Penalty: 512.892212
	Iteration 0F: 2 clusters Score -5006842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4956669.000000 Penalty: 1025.784424
	Iteration 0F: 3 clusters Score -4956669 nChanged 38492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4981388.500000 Penalty: 1025.784424
	Iteration 1F: 3 clusters Score -4981388 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4984072.000000 Penalty: 1025.784424
	Iteration 2F: 3 clusters Score -4984072 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4988122.000000 Penalty: 1025.784424
	Iteration 3F: 3 clusters Score -4988122 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4993002.000000 Penalty: 1025.784424
	Iteration 4F: 3 clusters Score -4993002 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4997626.500000 Penalty: 1025.784424
	Iteration 5F: 3 clusters Score -4997626 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5000764.000000 Penalty: 1025.784424
	Iteration 6F: 3 clusters Score -5000764 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -5002228.000000 Penalty: 1025.784424
	Iteration 7Q: 3 clusters Score -5002228 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5002945.500000 Penalty: 1025.784424
	Iteration 8Q: 3 clusters Score -5002946 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5003457.500000 Penalty: 1025.784424
	Iteration 9Q: 3 clusters Score -5003458 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -5003901.000000 Penalty: 1025.784424
	Iteration 10Q: 3 clusters Score -5003901 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5004280.500000 Penalty: 1025.784424
	Iteration 11Q: 3 clusters Score -5004280 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -5004505.500000 Penalty: 1025.784424
	Iteration 12Q: 3 clusters Score -5004506 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -5004698.500000 Penalty: 1025.784424
	Iteration 13Q: 3 clusters Score -5004698 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -5004868.000000 Penalty: 1025.784424
	Iteration 14Q: 3 clusters Score -5004868 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -5005038.000000 Penalty: 1025.784424
	Iteration 15Q: 3 clusters Score -5005038 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5005169.000000 Penalty: 1025.784424
	Iteration 16Q: 3 clusters Score -5005169 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5005272.000000 Penalty: 1025.784424
	Iteration 17Q: 3 clusters Score -5005272 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5005314.000000 Penalty: 1025.784424
	Iteration 18Q: 3 clusters Score -5005314 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5005381.500000 Penalty: 1025.784424
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 14635 members 
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Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5005411 nChanged 211
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Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 12708 members 
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Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 12565 members 
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Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 12401 members 
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Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 12230 members 
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Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 12045 members 
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Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 11847 members 
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Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 11654 members 
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Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 11456 members 
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Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 11059 members 
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Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5005422 nChanged 158
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Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5005438 nChanged 171
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Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5005438 nChanged 183
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Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5005452 nChanged 189
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Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5005452 nChanged 169
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Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5005464 nChanged 163
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Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69291 members 
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Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5005496 nChanged 151
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Mstep: Class 1 contains 69780 members 
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Mstep: Class 1 contains 69942 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 70098 members 
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Mstep: Class 1 contains 70250 members 
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Mstep: Class 1 contains 70383 members 
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Mstep: Class 1 contains 70520 members 
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Mstep: Class 1 contains 70925 members 
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Mstep: Class 1 contains 71046 members 
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Mstep: Class 1 contains 71163 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71306 members 
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Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 7181 members 
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Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5005640 nChanged 108
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Mstep: Class 1 contains 71660 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71854 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72030 members 
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	Iteration 84Q: 3 clusters Score -5005675 nChanged 88
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Mstep: Class 1 contains 72118 members 
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Mstep: Class 1 contains 72324 members 
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Mstep: Class 1 contains 72428 members 
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Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 5991 members 
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Mstep: Class 1 contains 72743 members 
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Mstep: Class 2 contains 5775 members 
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	Iteration 93Q: 3 clusters Score -5005741 nChanged 82
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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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Entering Unmasked Estep 
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Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5006208.500000 Penalty: 1025.784424
	Iteration 112Q: 3 clusters Score -5006208 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5006233.500000 Penalty: 1025.784424
	Iteration 113Q: 3 clusters Score -5006234 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5006283.500000 Penalty: 1025.784424
	Iteration 114Q: 3 clusters Score -5006284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5006354.000000 Penalty: 1025.784424
	Iteration 115Q: 3 clusters Score -5006354 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5006412.500000 Penalty: 1025.784424
	Iteration 116Q: 3 clusters Score -5006412 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5006453.500000 Penalty: 1025.784424
	Iteration 117Q: 3 clusters Score -5006454 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5006518.500000 Penalty: 1025.784424
	Iteration 118Q: 3 clusters Score -5006518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5006572.000000 Penalty: 1025.784424
	Iteration 119Q: 3 clusters Score -5006572 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5006629.500000 Penalty: 1025.784424
	Iteration 120F: 3 clusters Score -5006630 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5006644.000000 Penalty: 1025.784424
	Iteration 121Q: 3 clusters Score -5006644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5006673.000000 Penalty: 1025.784424
	Iteration 122Q: 3 clusters Score -5006673 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5006663.500000 Penalty: 1025.784424
	Iteration 123Q: 3 clusters Score -5006664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5006651.000000 Penalty: 1025.784424
	Iteration 124Q: 3 clusters Score -5006651 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5006649.500000 Penalty: 1025.784424
	Iteration 125Q: 3 clusters Score -5006650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5006652.500000 Penalty: 1025.784424
	Iteration 126Q: 3 clusters Score -5006652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5006652.000000 Penalty: 1025.784424
	Iteration 127Q: 3 clusters Score -5006652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5006642.000000 Penalty: 1025.784424
	Iteration 128Q: 3 clusters Score -5006642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5006644.500000 Penalty: 1025.784424
	Iteration 129Q: 3 clusters Score -5006644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5006648.500000 Penalty: 1025.784424
	Iteration 130Q: 3 clusters Score -5006648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5006644.500000 Penalty: 1025.784424
	Iteration 131Q: 3 clusters Score -5006644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5006639.000000 Penalty: 1025.784424
	Iteration 132Q: 3 clusters Score -5006639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5006641.500000 Penalty: 1025.784424
	Iteration 133Q: 3 clusters Score -5006642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5006623.500000 Penalty: 1025.784424
	Iteration 134Q: 3 clusters Score -5006624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5006630.500000 Penalty: 1025.784424
	Iteration 135Q: 3 clusters Score -5006630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5006640.500000 Penalty: 1025.784424
	Iteration 136Q: 3 clusters Score -5006640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5006644.000000 Penalty: 1025.784424
	Iteration 137Q: 3 clusters Score -5006644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5006640.500000 Penalty: 1025.784424
	Iteration 138Q: 3 clusters Score -5006640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5006644.500000 Penalty: 1025.784424
	Iteration 139Q: 3 clusters Score -5006644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5006646.500000 Penalty: 1025.784424
	Iteration 140F: 3 clusters Score -5006646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5006643.000000 Penalty: 1025.784424
	Iteration 141Q: 3 clusters Score -5006643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5006646.500000 Penalty: 1025.784424
	Iteration 142Q: 3 clusters Score -5006646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5006639.000000 Penalty: 1025.784424
	Iteration 143Q: 3 clusters Score -5006639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5006633.500000 Penalty: 1025.784424
	Iteration 144Q: 3 clusters Score -5006634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5006632.000000 Penalty: 1025.784424
	Iteration 145Q: 3 clusters Score -5006632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5006636.000000 Penalty: 1025.784424
	Iteration 146Q: 3 clusters Score -5006636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5006636.000000 Penalty: 1025.784424
	Iteration 147Q: 3 clusters Score -5006636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5006628.000000 Penalty: 1025.784424
	Iteration 148Q: 3 clusters Score -5006628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5006629.000000 Penalty: 1025.784424
	Iteration 149Q: 3 clusters Score -5006629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5006630.500000 Penalty: 1025.784424
	Iteration 150Q: 3 clusters Score -5006630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5006628.500000 Penalty: 1025.784424
	Iteration 151Q: 3 clusters Score -5006628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5006632.000000 Penalty: 1025.784424
	Iteration 152Q: 3 clusters Score -5006632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5006634.000000 Penalty: 1025.784424
	Iteration 153Q: 3 clusters Score -5006634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5006633.000000 Penalty: 1025.784424
	Iteration 154Q: 3 clusters Score -5006633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5006630.000000 Penalty: 1025.784424
	Iteration 155Q: 3 clusters Score -5006630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5006631.500000 Penalty: 1025.784424
	Iteration 156Q: 3 clusters Score -5006632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5006630.000000 Penalty: 1025.784424
	Iteration 157Q: 3 clusters Score -5006630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5006629.000000 Penalty: 1025.784424
	Iteration 158Q: 3 clusters Score -5006629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5006629.500000 Penalty: 1025.784424
	Iteration 159Q: 3 clusters Score -5006630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5006628.500000 Penalty: 1025.784424
	Iteration 160F: 3 clusters Score -5006628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5006626.500000 Penalty: 1025.784424
	Iteration 161Q: 3 clusters Score -5006626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5006626.500000 Penalty: 1025.784424
	Iteration 162Q: 3 clusters Score -5006626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5006626.000000 Penalty: 1025.784424
	Iteration 163Q: 3 clusters Score -5006626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5006629.500000 Penalty: 1025.784424
	Iteration 164Q: 3 clusters Score -5006630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5006626.000000 Penalty: 1025.784424
	Iteration 165Q: 3 clusters Score -5006626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5006630.500000 Penalty: 1025.784424
	Iteration 166Q: 3 clusters Score -5006630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5006631.000000 Penalty: 1025.784424
	Iteration 167Q: 3 clusters Score -5006631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5006632.500000 Penalty: 1025.784424
	Iteration 168Q: 3 clusters Score -5006632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5006633.000000 Penalty: 1025.784424
	Iteration 169Q: 3 clusters Score -5006633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5006628.000000 Penalty: 1025.784424
	Iteration 170Q: 3 clusters Score -5006628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5006631.500000 Penalty: 1025.784424
	Iteration 171Q: 3 clusters Score -5006632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5006631.500000 Penalty: 1025.784424
	Iteration 172F: 3 clusters Score -5006632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Entering Unmasked Estep 
Score: -1973790.750000 Penalty: 469.468048
	Iteration 0F: 2 clusters Score -1973791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1953857.375000 Penalty: 938.936096
	Iteration 0F: 3 clusters Score -1953857 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1962578.125000 Penalty: 938.936096
	Iteration 1F: 3 clusters Score -1962578 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1963518.000000 Penalty: 938.936096
	Iteration 2F: 3 clusters Score -1963518 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -1965030.750000 Penalty: 938.936096
	Iteration 3F: 3 clusters Score -1965031 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -1967116.125000 Penalty: 938.936096
	Iteration 4F: 3 clusters Score -1967116 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -1969341.250000 Penalty: 938.936096
	Iteration 5F: 3 clusters Score -1969341 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -1970964.250000 Penalty: 938.936096
	Iteration 6F: 3 clusters Score -1970964 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -1971964.250000 Penalty: 938.936096
	Iteration 7Q: 3 clusters Score -1971964 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -1972610.000000 Penalty: 938.936096
	Iteration 8Q: 3 clusters Score -1972610 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -1972998.250000 Penalty: 938.936096
	Iteration 9Q: 3 clusters Score -1972998 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -1973218.750000 Penalty: 938.936096
	Iteration 10Q: 3 clusters Score -1973219 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -1973341.375000 Penalty: 938.936096
	Iteration 11Q: 3 clusters Score -1973341 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -1973413.000000 Penalty: 938.936096
	Iteration 12Q: 3 clusters Score -1973413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -1973466.375000 Penalty: 938.936096
	Iteration 13Q: 3 clusters Score -1973466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -1973508.125000 Penalty: 938.936096
	Iteration 14Q: 3 clusters Score -1973508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -1973522.000000 Penalty: 938.936096
	Iteration 15Q: 3 clusters Score -1973522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -1973531.625000 Penalty: 938.936096
	Iteration 16Q: 3 clusters Score -1973532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -1973535.750000 Penalty: 938.936096
	Iteration 17Q: 3 clusters Score -1973536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -1973538.875000 Penalty: 938.936096
	Iteration 18Q: 3 clusters Score -1973539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -1973538.500000 Penalty: 938.936096
	Iteration 19Q: 3 clusters Score -1973538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -1973537.250000 Penalty: 938.936096
	Iteration 20F: 3 clusters Score -1973537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -1973536.500000 Penalty: 938.936096
	Iteration 21Q: 3 clusters Score -1973536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1973539.750000 Penalty: 938.936096
	Iteration 22Q: 3 clusters Score -1973540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -1973540.000000 Penalty: 938.936096
	Iteration 23Q: 3 clusters Score -1973540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -1973540.125000 Penalty: 938.936096
	Iteration 24Q: 3 clusters Score -1973540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -1973542.000000 Penalty: 938.936096
	Iteration 25Q: 3 clusters Score -1973542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -1973541.500000 Penalty: 938.936096
	Iteration 26Q: 3 clusters Score -1973542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -1973542.000000 Penalty: 938.936096
	Iteration 27Q: 3 clusters Score -1973542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -1973540.875000 Penalty: 938.936096
	Iteration 28Q: 3 clusters Score -1973541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -1973540.875000 Penalty: 938.936096
	Iteration 29F: 3 clusters Score -1973541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Entering Unmasked Estep 
Score: -3910708.750000 Penalty: 503.970734
	Iteration 0F: 2 clusters Score -3910709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -3868346.250000 Penalty: 1007.941467
	Iteration 0F: 3 clusters Score -3868346 nChanged 31702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3888349.750000 Penalty: 1007.941467
	Iteration 1F: 3 clusters Score -3888350 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3889082.250000 Penalty: 1007.941467
	Iteration 2Q: 3 clusters Score -3889082 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3889905.250000 Penalty: 1007.941467
	Iteration 3Q: 3 clusters Score -3889905 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3891022.750000 Penalty: 1007.941467
	Iteration 4Q: 3 clusters Score -3891023 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3892516.500000 Penalty: 1007.941467
	Iteration 5Q: 3 clusters Score -3892516 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3894536.250000 Penalty: 1007.941467
	Iteration 6F: 3 clusters Score -3894536 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3897083.500000 Penalty: 1007.941467
	Iteration 7F: 3 clusters Score -3897084 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3899859.500000 Penalty: 1007.941467
	Iteration 8F: 3 clusters Score -3899860 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3901903.250000 Penalty: 1007.941467
	Iteration 9Q: 3 clusters Score -3901903 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3903059.500000 Penalty: 1007.941467
	Iteration 10Q: 3 clusters Score -3903060 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3903769.750000 Penalty: 1007.941467
	Iteration 11Q: 3 clusters Score -3903770 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3904312.750000 Penalty: 1007.941467
	Iteration 12Q: 3 clusters Score -3904313 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3904911.750000 Penalty: 1007.941467
	Iteration 13Q: 3 clusters Score -3904912 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3905473.500000 Penalty: 1007.941467
	Iteration 14Q: 3 clusters Score -3905474 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3906057.250000 Penalty: 1007.941467
	Iteration 15Q: 3 clusters Score -3906057 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3906583.250000 Penalty: 1007.941467
	Iteration 16Q: 3 clusters Score -3906583 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3907185.250000 Penalty: 1007.941467
	Iteration 17Q: 3 clusters Score -3907185 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3907761.500000 Penalty: 1007.941467
	Iteration 18Q: 3 clusters Score -3907762 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3908358.250000 Penalty: 1007.941467
	Iteration 19Q: 3 clusters Score -3908358 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3908875.500000 Penalty: 1007.941467
	Iteration 20F: 3 clusters Score -3908876 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3909209.250000 Penalty: 1007.941467
	Iteration 21Q: 3 clusters Score -3909209 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3909512.500000 Penalty: 1007.941467
	Iteration 22Q: 3 clusters Score -3909512 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3909705.500000 Penalty: 1007.941467
	Iteration 23Q: 3 clusters Score -3909706 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3909861.250000 Penalty: 1007.941467
	Iteration 24Q: 3 clusters Score -3909861 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3909987.250000 Penalty: 1007.941467
	Iteration 25Q: 3 clusters Score -3909987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3910080.250000 Penalty: 1007.941467
	Iteration 26Q: 3 clusters Score -3910080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3910131.000000 Penalty: 1007.941467
	Iteration 27Q: 3 clusters Score -3910131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3910161.750000 Penalty: 1007.941467
	Iteration 28Q: 3 clusters Score -3910162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3910187.000000 Penalty: 1007.941467
	Iteration 29Q: 3 clusters Score -3910187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3910207.250000 Penalty: 1007.941467
	Iteration 30Q: 3 clusters Score -3910207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3910227.250000 Penalty: 1007.941467
	Iteration 31Q: 3 clusters Score -3910227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3910242.750000 Penalty: 1007.941467
	Iteration 32Q: 3 clusters Score -3910243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3910255.000000 Penalty: 1007.941467
	Iteration 33Q: 3 clusters Score -3910255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3910268.250000 Penalty: 1007.941467
	Iteration 34Q: 3 clusters Score -3910268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3910273.000000 Penalty: 1007.941467
	Iteration 35Q: 3 clusters Score -3910273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3910274.250000 Penalty: 1007.941467
	Iteration 36Q: 3 clusters Score -3910274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3910284.250000 Penalty: 1007.941467
	Iteration 37Q: 3 clusters Score -3910284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3910295.500000 Penalty: 1007.941467
	Iteration 38Q: 3 clusters Score -3910296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3910298.500000 Penalty: 1007.941467
	Iteration 39Q: 3 clusters Score -3910298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3910297.250000 Penalty: 1007.941467
	Iteration 40F: 3 clusters Score -3910297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3910302.750000 Penalty: 1007.941467
	Iteration 41Q: 3 clusters Score -3910303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3910306.000000 Penalty: 1007.941467
	Iteration 42Q: 3 clusters Score -3910306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3910308.250000 Penalty: 1007.941467
	Iteration 43Q: 3 clusters Score -3910308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3910308.250000 Penalty: 1007.941467
	Iteration 44F: 3 clusters Score -3910308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -127975.234375 Penalty: 352.692139
	Iteration 0F: 2 clusters Score -127975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -126329.101562 Penalty: 705.384277
	Iteration 0F: 3 clusters Score -126329.1 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -127114.265625 Penalty: 705.384277
	Iteration 1F: 3 clusters Score -127114.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -127291.906250 Penalty: 705.384277
	Iteration 2F: 3 clusters Score -127291.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -127414.015625 Penalty: 705.384277
	Iteration 3F: 3 clusters Score -127414 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -127493.617188 Penalty: 705.384277
	Iteration 4F: 3 clusters Score -127493.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -127550.148438 Penalty: 705.384277
	Iteration 5Q: 3 clusters Score -127550.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -127586.523438 Penalty: 705.384277
	Iteration 6Q: 3 clusters Score -127586.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -127617.312500 Penalty: 705.384277
	Iteration 7Q: 3 clusters Score -127617.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -127642.187500 Penalty: 705.384277
	Iteration 8Q: 3 clusters Score -127642.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -127661.976562 Penalty: 705.384277
	Iteration 9Q: 3 clusters Score -127662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -127680.757812 Penalty: 705.384277
	Iteration 10Q: 3 clusters Score -127680.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -127698.507812 Penalty: 705.384277
	Iteration 11Q: 3 clusters Score -127698.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -127717.742188 Penalty: 705.384277
	Iteration 12Q: 3 clusters Score -127717.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -127737.742188 Penalty: 705.384277
	Iteration 13Q: 3 clusters Score -127737.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -127764.742188 Penalty: 705.384277
	Iteration 14Q: 3 clusters Score -127764.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -127781.593750 Penalty: 705.384277
	Iteration 15Q: 3 clusters Score -127781.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -127794.429688 Penalty: 705.384277
	Iteration 16Q: 3 clusters Score -127794.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -127804.687500 Penalty: 705.384277
	Iteration 17Q: 3 clusters Score -127804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -127810.726562 Penalty: 705.384277
	Iteration 18Q: 3 clusters Score -127810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -127816.507812 Penalty: 705.384277
	Iteration 19Q: 3 clusters Score -127816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -127821.296875 Penalty: 705.384277
	Iteration 20F: 3 clusters Score -127821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -127826.882812 Penalty: 705.384277
	Iteration 21Q: 3 clusters Score -127826.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -127830.843750 Penalty: 705.384277
	Iteration 22Q: 3 clusters Score -127830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -127833.031250 Penalty: 705.384277
	Iteration 23Q: 3 clusters Score -127833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -127833.804688 Penalty: 705.384277
	Iteration 24Q: 3 clusters Score -127833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -127834.460938 Penalty: 705.384277
	Iteration 25Q: 3 clusters Score -127834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -127835.085938 Penalty: 705.384277
	Iteration 26Q: 3 clusters Score -127835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -127836.414062 Penalty: 705.384277
	Iteration 27Q: 3 clusters Score -127836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -127836.523438 Penalty: 705.384277
	Iteration 28Q: 3 clusters Score -127836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -127836.726562 Penalty: 705.384277
	Iteration 29Q: 3 clusters Score -127836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -127836.882812 Penalty: 705.384277
	Iteration 30Q: 3 clusters Score -127836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -127836.882812 Penalty: 705.384277
	Iteration 31F: 3 clusters Score -127836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Entering Unmasked Estep 
Score: -2933957.250000 Penalty: 487.132385
	Iteration 0F: 2 clusters Score -2933957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2906135.500000 Penalty: 974.264771
	Iteration 0F: 3 clusters Score -2906136 nChanged 21462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2918298.750000 Penalty: 974.264771
	Iteration 1F: 3 clusters Score -2918299 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2918727.750000 Penalty: 974.264771
	Iteration 2Q: 3 clusters Score -2918728 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2919318.750000 Penalty: 974.264771
	Iteration 3Q: 3 clusters Score -2919319 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2920191.750000 Penalty: 974.264771
	Iteration 4Q: 3 clusters Score -2920192 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2921612.500000 Penalty: 974.264771
	Iteration 5F: 3 clusters Score -2921612 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2923805.000000 Penalty: 974.264771
	Iteration 6F: 3 clusters Score -2923805 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2926107.000000 Penalty: 974.264771
	Iteration 7F: 3 clusters Score -2926107 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2927238.250000 Penalty: 974.264771
	Iteration 8F: 3 clusters Score -2927238 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2927589.000000 Penalty: 974.264771
	Iteration 9Q: 3 clusters Score -2927589 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -2927723.750000 Penalty: 974.264771
	Iteration 10Q: 3 clusters Score -2927724 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -2927816.750000 Penalty: 974.264771
	Iteration 11Q: 3 clusters Score -2927817 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -2927938.750000 Penalty: 974.264771
	Iteration 12Q: 3 clusters Score -2927939 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2928083.750000 Penalty: 974.264771
	Iteration 13Q: 3 clusters Score -2928084 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2928239.750000 Penalty: 974.264771
	Iteration 14Q: 3 clusters Score -2928240 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2928360.500000 Penalty: 974.264771
	Iteration 15Q: 3 clusters Score -2928360 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -2928469.500000 Penalty: 974.264771
	Iteration 16Q: 3 clusters Score -2928470 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -2928612.500000 Penalty: 974.264771
	Iteration 17Q: 3 clusters Score -2928612 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -2928748.750000 Penalty: 974.264771
	Iteration 18Q: 3 clusters Score -2928749 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -2928916.000000 Penalty: 974.264771
	Iteration 19Q: 3 clusters Score -2928916 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -2929060.250000 Penalty: 974.264771
	Iteration 20F: 3 clusters Score -2929060 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -2929231.750000 Penalty: 974.264771
	Iteration 21Q: 3 clusters Score -2929232 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -2929400.500000 Penalty: 974.264771
	Iteration 22Q: 3 clusters Score -2929400 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -2929616.000000 Penalty: 974.264771
	Iteration 23Q: 3 clusters Score -2929616 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -2929823.000000 Penalty: 974.264771
	Iteration 24Q: 3 clusters Score -2929823 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -2930036.000000 Penalty: 974.264771
	Iteration 25Q: 3 clusters Score -2930036 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -2930260.750000 Penalty: 974.264771
	Iteration 26Q: 3 clusters Score -2930261 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -2930499.750000 Penalty: 974.264771
	Iteration 27Q: 3 clusters Score -2930500 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -2930758.500000 Penalty: 974.264771
	Iteration 28Q: 3 clusters Score -2930758 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -2931015.500000 Penalty: 974.264771
	Iteration 29Q: 3 clusters Score -2931016 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -2931276.750000 Penalty: 974.264771
	Iteration 30Q: 3 clusters Score -2931277 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -2931451.750000 Penalty: 974.264771
	Iteration 31Q: 3 clusters Score -2931452 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -2931648.000000 Penalty: 974.264771
	Iteration 32Q: 3 clusters Score -2931648 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -2931852.250000 Penalty: 974.264771
	Iteration 33Q: 3 clusters Score -2931852 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -2932025.250000 Penalty: 974.264771
	Iteration 34Q: 3 clusters Score -2932025 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -2932144.250000 Penalty: 974.264771
	Iteration 35Q: 3 clusters Score -2932144 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -2932236.500000 Penalty: 974.264771
	Iteration 36Q: 3 clusters Score -2932236 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -2932319.250000 Penalty: 974.264771
	Iteration 37Q: 3 clusters Score -2932319 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -2932405.250000 Penalty: 974.264771
	Iteration 38Q: 3 clusters Score -2932405 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -2932482.750000 Penalty: 974.264771
	Iteration 39Q: 3 clusters Score -2932483 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -2932562.250000 Penalty: 974.264771
	Iteration 40F: 3 clusters Score -2932562 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -2932639.500000 Penalty: 974.264771
	Iteration 41Q: 3 clusters Score -2932640 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -2932729.750000 Penalty: 974.264771
	Iteration 42Q: 3 clusters Score -2932730 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -2932811.250000 Penalty: 974.264771
	Iteration 43Q: 3 clusters Score -2932811 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2932880.000000 Penalty: 974.264771
	Iteration 44Q: 3 clusters Score -2932880 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -2932942.750000 Penalty: 974.264771
	Iteration 45Q: 3 clusters Score -2932943 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -2933014.000000 Penalty: 974.264771
	Iteration 46Q: 3 clusters Score -2933014 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -2933082.000000 Penalty: 974.264771
	Iteration 47Q: 3 clusters Score -2933082 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -2933132.250000 Penalty: 974.264771
	Iteration 48Q: 3 clusters Score -2933132 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -2933193.500000 Penalty: 974.264771
	Iteration 49Q: 3 clusters Score -2933194 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -2933261.750000 Penalty: 974.264771
	Iteration 50Q: 3 clusters Score -2933262 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -2933337.250000 Penalty: 974.264771
	Iteration 51Q: 3 clusters Score -2933337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -2933386.250000 Penalty: 974.264771
	Iteration 52Q: 3 clusters Score -2933386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -2933423.750000 Penalty: 974.264771
	Iteration 53Q: 3 clusters Score -2933424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -2933459.750000 Penalty: 974.264771
	Iteration 54Q: 3 clusters Score -2933460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -2933474.250000 Penalty: 974.264771
	Iteration 55Q: 3 clusters Score -2933474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -2933493.750000 Penalty: 974.264771
	Iteration 56Q: 3 clusters Score -2933494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -2933496.000000 Penalty: 974.264771
	Iteration 57Q: 3 clusters Score -2933496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -2933503.500000 Penalty: 974.264771
	Iteration 58Q: 3 clusters Score -2933504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -2933504.250000 Penalty: 974.264771
	Iteration 59Q: 3 clusters Score -2933504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -2933497.250000 Penalty: 974.264771
	Iteration 60F: 3 clusters Score -2933497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -2933505.750000 Penalty: 974.264771
	Iteration 61Q: 3 clusters Score -2933506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -2933497.750000 Penalty: 974.264771
	Iteration 62Q: 3 clusters Score -2933498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -2933500.500000 Penalty: 974.264771
	Iteration 63Q: 3 clusters Score -2933500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -2933506.000000 Penalty: 974.264771
	Iteration 64Q: 3 clusters Score -2933506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -2933520.750000 Penalty: 974.264771
	Iteration 65Q: 3 clusters Score -2933521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -2933528.250000 Penalty: 974.264771
	Iteration 66Q: 3 clusters Score -2933528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -2933529.000000 Penalty: 974.264771
	Iteration 67Q: 3 clusters Score -2933529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -2933536.250000 Penalty: 974.264771
	Iteration 68Q: 3 clusters Score -2933536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -2933548.000000 Penalty: 974.264771
	Iteration 69Q: 3 clusters Score -2933548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -2933552.750000 Penalty: 974.264771
	Iteration 70Q: 3 clusters Score -2933553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -2933564.000000 Penalty: 974.264771
	Iteration 71Q: 3 clusters Score -2933564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -2933563.250000 Penalty: 974.264771
	Iteration 72Q: 3 clusters Score -2933563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -2933571.000000 Penalty: 974.264771
	Iteration 73Q: 3 clusters Score -2933571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -2933572.250000 Penalty: 974.264771
	Iteration 74Q: 3 clusters Score -2933572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -2933574.500000 Penalty: 974.264771
	Iteration 75Q: 3 clusters Score -2933574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -2933580.250000 Penalty: 974.264771
	Iteration 76Q: 3 clusters Score -2933580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -2933575.000000 Penalty: 974.264771
	Iteration 77Q: 3 clusters Score -2933575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -2933572.750000 Penalty: 974.264771
	Iteration 78Q: 3 clusters Score -2933573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -2933579.000000 Penalty: 974.264771
	Iteration 79Q: 3 clusters Score -2933579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -2933578.500000 Penalty: 974.264771
	Iteration 80F: 3 clusters Score -2933578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -2933579.750000 Penalty: 974.264771
	Iteration 81Q: 3 clusters Score -2933580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -2933577.750000 Penalty: 974.264771
	Iteration 82Q: 3 clusters Score -2933578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -2933578.500000 Penalty: 974.264771
	Iteration 83Q: 3 clusters Score -2933578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -2933579.500000 Penalty: 974.264771
	Iteration 84Q: 3 clusters Score -2933580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -2933581.000000 Penalty: 974.264771
	Iteration 85Q: 3 clusters Score -2933581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -2933582.250000 Penalty: 974.264771
	Iteration 86Q: 3 clusters Score -2933582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -2933587.000000 Penalty: 974.264771
	Iteration 87Q: 3 clusters Score -2933587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -2933585.250000 Penalty: 974.264771
	Iteration 88Q: 3 clusters Score -2933585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -2933583.250000 Penalty: 974.264771
	Iteration 89Q: 3 clusters Score -2933583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -2933583.250000 Penalty: 974.264771
	Iteration 90F: 3 clusters Score -2933583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -113757.367188 Penalty: 341.699677
	Iteration 0F: 2 clusters Score -113757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -112403.546875 Penalty: 683.399353
	Iteration 0F: 3 clusters Score -112403.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -112831.093750 Penalty: 683.399353
	Iteration 1F: 3 clusters Score -112831.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -112908.171875 Penalty: 683.399353
	Iteration 2F: 3 clusters Score -112908.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -112973.242188 Penalty: 683.399353
	Iteration 3F: 3 clusters Score -112973.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -113060.093750 Penalty: 683.399353
	Iteration 4F: 3 clusters Score -113060.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -113146.437500 Penalty: 683.399353
	Iteration 5F: 3 clusters Score -113146.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -113203.367188 Penalty: 683.399353
	Iteration 6Q: 3 clusters Score -113203.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -113240.734375 Penalty: 683.399353
	Iteration 7Q: 3 clusters Score -113240.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -113273.187500 Penalty: 683.399353
	Iteration 8Q: 3 clusters Score -113273.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -113300.726562 Penalty: 683.399353
	Iteration 9Q: 3 clusters Score -113300.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -113321.734375 Penalty: 683.399353
	Iteration 10Q: 3 clusters Score -113321.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -113336.804688 Penalty: 683.399353
	Iteration 11Q: 3 clusters Score -113336.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -113351.242188 Penalty: 683.399353
	Iteration 12Q: 3 clusters Score -113351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -113362.390625 Penalty: 683.399353
	Iteration 13Q: 3 clusters Score -113362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -113372.656250 Penalty: 683.399353
	Iteration 14Q: 3 clusters Score -113372.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -113381.101562 Penalty: 683.399353
	Iteration 15Q: 3 clusters Score -113381.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -113394.757812 Penalty: 683.399353
	Iteration 16Q: 3 clusters Score -113394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -113404.671875 Penalty: 683.399353
	Iteration 17Q: 3 clusters Score -113404.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -113426.390625 Penalty: 683.399353
	Iteration 18Q: 3 clusters Score -113426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -113442.375000 Penalty: 683.399353
	Iteration 19Q: 3 clusters Score -113442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -113452.453125 Penalty: 683.399353
	Iteration 20F: 3 clusters Score -113452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -113461.234375 Penalty: 683.399353
	Iteration 21Q: 3 clusters Score -113461.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -113471.265625 Penalty: 683.399353
	Iteration 22Q: 3 clusters Score -113471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -113479.804688 Penalty: 683.399353
	Iteration 23Q: 3 clusters Score -113479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -113485.804688 Penalty: 683.399353
	Iteration 24Q: 3 clusters Score -113485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -113497.406250 Penalty: 683.399353
	Iteration 25Q: 3 clusters Score -113497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -113502.039062 Penalty: 683.399353
	Iteration 26Q: 3 clusters Score -113502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -113503.148438 Penalty: 683.399353
	Iteration 27Q: 3 clusters Score -113503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -113503.695312 Penalty: 683.399353
	Iteration 28Q: 3 clusters Score -113503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -113504.406250 Penalty: 683.399353
	Iteration 29Q: 3 clusters Score -113504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -113504.835938 Penalty: 683.399353
	Iteration 30Q: 3 clusters Score -113504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -113506.031250 Penalty: 683.399353
	Iteration 31Q: 3 clusters Score -113506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -113506.546875 Penalty: 683.399353
	Iteration 32Q: 3 clusters Score -113506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -113507.171875 Penalty: 683.399353
	Iteration 33Q: 3 clusters Score -113507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -113507.171875 Penalty: 683.399353
	Iteration 34F: 3 clusters Score -113507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1056471.375000 Penalty: 440.506805
	Iteration 0F: 2 clusters Score -1056471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1045772.812500 Penalty: 881.013611
	Iteration 0F: 3 clusters Score -1045773 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1050179.000000 Penalty: 881.013611
	Iteration 1F: 3 clusters Score -1050179 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1050499.125000 Penalty: 881.013611
	Iteration 2Q: 3 clusters Score -1050499 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1050963.750000 Penalty: 881.013611
	Iteration 3F: 3 clusters Score -1050964 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1051651.000000 Penalty: 881.013611
	Iteration 4F: 3 clusters Score -1051651 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1052511.625000 Penalty: 881.013611
	Iteration 5F: 3 clusters Score -1052512 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1053372.125000 Penalty: 881.013611
	Iteration 6F: 3 clusters Score -1053372 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1053895.125000 Penalty: 881.013611
	Iteration 7F: 3 clusters Score -1053895 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1054107.750000 Penalty: 881.013611
	Iteration 8Q: 3 clusters Score -1054108 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1054200.125000 Penalty: 881.013611
	Iteration 9Q: 3 clusters Score -1054200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1054254.750000 Penalty: 881.013611
	Iteration 10Q: 3 clusters Score -1054255 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1054297.875000 Penalty: 881.013611
	Iteration 11Q: 3 clusters Score -1054298 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1054346.875000 Penalty: 881.013611
	Iteration 12Q: 3 clusters Score -1054347 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1054397.875000 Penalty: 881.013611
	Iteration 13Q: 3 clusters Score -1054398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1054453.750000 Penalty: 881.013611
	Iteration 14Q: 3 clusters Score -1054454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1054514.625000 Penalty: 881.013611
	Iteration 15Q: 3 clusters Score -1054515 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1054573.625000 Penalty: 881.013611
	Iteration 16Q: 3 clusters Score -1054574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1054628.250000 Penalty: 881.013611
	Iteration 17Q: 3 clusters Score -1054628 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1054693.750000 Penalty: 881.013611
	Iteration 18Q: 3 clusters Score -1054694 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1054759.750000 Penalty: 881.013611
	Iteration 19Q: 3 clusters Score -1054760 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1054809.625000 Penalty: 881.013611
	Iteration 20F: 3 clusters Score -1054810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1054861.375000 Penalty: 881.013611
	Iteration 21Q: 3 clusters Score -1054861 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1054899.625000 Penalty: 881.013611
	Iteration 22Q: 3 clusters Score -1054900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1054949.000000 Penalty: 881.013611
	Iteration 23Q: 3 clusters Score -1054949 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1054994.500000 Penalty: 881.013611
	Iteration 24Q: 3 clusters Score -1054994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1055030.875000 Penalty: 881.013611
	Iteration 25Q: 3 clusters Score -1055031 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1055071.375000 Penalty: 881.013611
	Iteration 26Q: 3 clusters Score -1055071 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1055118.375000 Penalty: 881.013611
	Iteration 27Q: 3 clusters Score -1055118 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1055159.000000 Penalty: 881.013611
	Iteration 28Q: 3 clusters Score -1055159 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1055215.375000 Penalty: 881.013611
	Iteration 29Q: 3 clusters Score -1055215 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1055273.250000 Penalty: 881.013611
	Iteration 30Q: 3 clusters Score -1055273 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1055343.750000 Penalty: 881.013611
	Iteration 31Q: 3 clusters Score -1055344 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1055419.250000 Penalty: 881.013611
	Iteration 32Q: 3 clusters Score -1055419 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1055495.375000 Penalty: 881.013611
	Iteration 33Q: 3 clusters Score -1055495 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1055554.000000 Penalty: 881.013611
	Iteration 34Q: 3 clusters Score -1055554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1055591.250000 Penalty: 881.013611
	Iteration 35Q: 3 clusters Score -1055591 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1055631.875000 Penalty: 881.013611
	Iteration 36Q: 3 clusters Score -1055632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1055654.750000 Penalty: 881.013611
	Iteration 37Q: 3 clusters Score -1055655 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1055661.875000 Penalty: 881.013611
	Iteration 38Q: 3 clusters Score -1055662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1055667.875000 Penalty: 881.013611
	Iteration 39Q: 3 clusters Score -1055668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1055695.375000 Penalty: 881.013611
	Iteration 40F: 3 clusters Score -1055695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1055707.625000 Penalty: 881.013611
	Iteration 41Q: 3 clusters Score -1055708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1055705.625000 Penalty: 881.013611
	Iteration 42Q: 3 clusters Score -1055706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1055709.125000 Penalty: 881.013611
	Iteration 43Q: 3 clusters Score -1055709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1055715.375000 Penalty: 881.013611
	Iteration 44Q: 3 clusters Score -1055715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1055718.125000 Penalty: 881.013611
	Iteration 45Q: 3 clusters Score -1055718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1055718.875000 Penalty: 881.013611
	Iteration 46Q: 3 clusters Score -1055719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1055720.875000 Penalty: 881.013611
	Iteration 47Q: 3 clusters Score -1055721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1055723.500000 Penalty: 881.013611
	Iteration 48Q: 3 clusters Score -1055724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1055727.250000 Penalty: 881.013611
	Iteration 49Q: 3 clusters Score -1055727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1055728.750000 Penalty: 881.013611
	Iteration 50Q: 3 clusters Score -1055729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1055730.125000 Penalty: 881.013611
	Iteration 51Q: 3 clusters Score -1055730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1055729.625000 Penalty: 881.013611
	Iteration 52Q: 3 clusters Score -1055730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1055730.750000 Penalty: 881.013611
	Iteration 53Q: 3 clusters Score -1055731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1055732.000000 Penalty: 881.013611
	Iteration 54Q: 3 clusters Score -1055732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1055732.875000 Penalty: 881.013611
	Iteration 55Q: 3 clusters Score -1055733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1055732.875000 Penalty: 881.013611
	Iteration 56Q: 3 clusters Score -1055733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1055734.875000 Penalty: 881.013611
	Iteration 57Q: 3 clusters Score -1055735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1055736.250000 Penalty: 881.013611
	Iteration 58Q: 3 clusters Score -1055736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1055735.375000 Penalty: 881.013611
	Iteration 59Q: 3 clusters Score -1055735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1055735.500000 Penalty: 881.013611
	Iteration 60F: 3 clusters Score -1055736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1055735.250000 Penalty: 881.013611
	Iteration 61Q: 3 clusters Score -1055735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1055735.250000 Penalty: 881.013611
	Iteration 62F: 3 clusters Score -1055735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -47781.632812 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -47781.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47083.238281 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -47083.24 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -47407.539062 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -47407.54 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47526.222656 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -47526.22 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47599.894531 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -47599.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -47628.441406 Penalty: 622.781250
	Iteration 4Q: 3 clusters Score -47628.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47636.511719 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -47636.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47639.929688 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -47639.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47643.015625 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -47643.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -47653.261719 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -47653.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -47657.921875 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -47657.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47661.234375 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -47661.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47665.171875 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -47665.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47668.101562 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -47668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47672.347656 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -47672.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47674.773438 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -47674.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47677.128906 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -47677.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -47677.753906 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -47677.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -47677.921875 Penalty: 622.781250
	Iteration 17Q: 3 clusters Score -47677.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -47677.921875 Penalty: 622.781250
	Iteration 18F: 3 clusters Score -47677.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -433108.468750 Penalty: 404.230835
	Iteration 0F: 2 clusters Score -433108.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -428221.562500 Penalty: 808.461670
	Iteration 0F: 3 clusters Score -428221.6 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -430163.500000 Penalty: 808.461670
	Iteration 1F: 3 clusters Score -430163.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -430500.875000 Penalty: 808.461670
	Iteration 2F: 3 clusters Score -430500.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430964.812500 Penalty: 808.461670
	Iteration 3F: 3 clusters Score -430964.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -431437.593750 Penalty: 808.461670
	Iteration 4F: 3 clusters Score -431437.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -431813.937500 Penalty: 808.461670
	Iteration 5F: 3 clusters Score -431813.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -432050.062500 Penalty: 808.461670
	Iteration 6Q: 3 clusters Score -432050.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -432176.468750 Penalty: 808.461670
	Iteration 7Q: 3 clusters Score -432176.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -432251.468750 Penalty: 808.461670
	Iteration 8Q: 3 clusters Score -432251.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -432313.531250 Penalty: 808.461670
	Iteration 9Q: 3 clusters Score -432313.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -432374.281250 Penalty: 808.461670
	Iteration 10Q: 3 clusters Score -432374.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -432441.875000 Penalty: 808.461670
	Iteration 11Q: 3 clusters Score -432441.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -432497.156250 Penalty: 808.461670
	Iteration 12Q: 3 clusters Score -432497.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -432551.843750 Penalty: 808.461670
	Iteration 13Q: 3 clusters Score -432551.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -432592.093750 Penalty: 808.461670
	Iteration 14Q: 3 clusters Score -432592.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -432624.000000 Penalty: 808.461670
	Iteration 15Q: 3 clusters Score -432624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -432653.375000 Penalty: 808.461670
	Iteration 16Q: 3 clusters Score -432653.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -432680.093750 Penalty: 808.461670
	Iteration 17Q: 3 clusters Score -432680.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -432698.312500 Penalty: 808.461670
	Iteration 18Q: 3 clusters Score -432698.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -432707.875000 Penalty: 808.461670
	Iteration 19Q: 3 clusters Score -432707.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -432719.968750 Penalty: 808.461670
	Iteration 20F: 3 clusters Score -432720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -432730.937500 Penalty: 808.461670
	Iteration 21Q: 3 clusters Score -432730.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -432742.531250 Penalty: 808.461670
	Iteration 22Q: 3 clusters Score -432742.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -432755.093750 Penalty: 808.461670
	Iteration 23Q: 3 clusters Score -432755.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -432760.093750 Penalty: 808.461670
	Iteration 24Q: 3 clusters Score -432760.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -432763.093750 Penalty: 808.461670
	Iteration 25Q: 3 clusters Score -432763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -432766.437500 Penalty: 808.461670
	Iteration 26Q: 3 clusters Score -432766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -432769.281250 Penalty: 808.461670
	Iteration 27Q: 3 clusters Score -432769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -432771.687500 Penalty: 808.461670
	Iteration 28Q: 3 clusters Score -432771.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -432774.750000 Penalty: 808.461670
	Iteration 29Q: 3 clusters Score -432774.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -432780.531250 Penalty: 808.461670
	Iteration 30Q: 3 clusters Score -432780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -432782.437500 Penalty: 808.461670
	Iteration 31Q: 3 clusters Score -432782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -432782.781250 Penalty: 808.461670
	Iteration 32Q: 3 clusters Score -432782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -432783.625000 Penalty: 808.461670
	Iteration 33Q: 3 clusters Score -432783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -432784.000000 Penalty: 808.461670
	Iteration 34Q: 3 clusters Score -432784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -432785.343750 Penalty: 808.461670
	Iteration 35Q: 3 clusters Score -432785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -432787.531250 Penalty: 808.461670
	Iteration 36Q: 3 clusters Score -432787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -432788.656250 Penalty: 808.461670
	Iteration 37Q: 3 clusters Score -432788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -432790.500000 Penalty: 808.461670
	Iteration 38Q: 3 clusters Score -432790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -432790.218750 Penalty: 808.461670
	Iteration 39Q: 3 clusters Score -432790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -432792.406250 Penalty: 808.461670
	Iteration 40F: 3 clusters Score -432792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -432793.062500 Penalty: 808.461670
	Iteration 41Q: 3 clusters Score -432793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -432794.656250 Penalty: 808.461670
	Iteration 42Q: 3 clusters Score -432794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -432796.500000 Penalty: 808.461670
	Iteration 43Q: 3 clusters Score -432796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -432798.468750 Penalty: 808.461670
	Iteration 44Q: 3 clusters Score -432798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -432799.687500 Penalty: 808.461670
	Iteration 45Q: 3 clusters Score -432799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -432802.468750 Penalty: 808.461670
	Iteration 46Q: 3 clusters Score -432802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -432803.562500 Penalty: 808.461670
	Iteration 47Q: 3 clusters Score -432803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -432804.312500 Penalty: 808.461670
	Iteration 48Q: 3 clusters Score -432804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -432806.750000 Penalty: 808.461670
	Iteration 49Q: 3 clusters Score -432806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -432809.281250 Penalty: 808.461670
	Iteration 50Q: 3 clusters Score -432809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -432809.156250 Penalty: 808.461670
	Iteration 51Q: 3 clusters Score -432809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -432809.750000 Penalty: 808.461670
	Iteration 52Q: 3 clusters Score -432809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -432809.750000 Penalty: 808.461670
	Iteration 53F: 3 clusters Score -432809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -59112.367188 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -59112.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58355.894531 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -58355.89 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58563.742188 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -58563.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58606.183594 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -58606.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58647.378906 Penalty: 621.018005
	Iteration 3F: 3 clusters Score -58647.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58691.472656 Penalty: 621.018005
	Iteration 4F: 3 clusters Score -58691.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58716.441406 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -58716.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58730.328125 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -58730.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58739.253906 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -58739.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58747.796875 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -58747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58766.277344 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -58766.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58787.488281 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -58787.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58802.312500 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -58802.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58813.941406 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -58813.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58819.925781 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -58819.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58825.472656 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -58825.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58830.515625 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -58830.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58834.433594 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -58834.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58837.710938 Penalty: 621.018005
	Iteration 17Q: 3 clusters Score -58837.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58840.371094 Penalty: 621.018005
	Iteration 18Q: 3 clusters Score -58840.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58843.128906 Penalty: 621.018005
	Iteration 19Q: 3 clusters Score -58843.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58845.640625 Penalty: 621.018005
	Iteration 20F: 3 clusters Score -58845.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -58849.746094 Penalty: 621.018005
	Iteration 21Q: 3 clusters Score -58849.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -58856.226562 Penalty: 621.018005
	Iteration 22Q: 3 clusters Score -58856.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -58860.230469 Penalty: 621.018005
	Iteration 23Q: 3 clusters Score -58860.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -58862.695312 Penalty: 621.018005
	Iteration 24Q: 3 clusters Score -58862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -58865.558594 Penalty: 621.018005
	Iteration 25Q: 3 clusters Score -58865.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -58867.886719 Penalty: 621.018005
	Iteration 26Q: 3 clusters Score -58867.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58869.730469 Penalty: 621.018005
	Iteration 27Q: 3 clusters Score -58869.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -58870.917969 Penalty: 621.018005
	Iteration 28Q: 3 clusters Score -58870.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -58871.445312 Penalty: 621.018005
	Iteration 29Q: 3 clusters Score -58871.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -58871.445312 Penalty: 621.018005
	Iteration 30F: 3 clusters Score -58871.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -568647.812500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -568647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -562868.062500 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -562868.1 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -565251.312500 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -565251.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -565439.625000 Penalty: 825.174805
	Iteration 2Q: 3 clusters Score -565439.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -565650.875000 Penalty: 825.174805
	Iteration 3Q: 3 clusters Score -565650.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -565873.187500 Penalty: 825.174805
	Iteration 4Q: 3 clusters Score -565873.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -566131.125000 Penalty: 825.174805
	Iteration 5Q: 3 clusters Score -566131.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -566451.250000 Penalty: 825.174805
	Iteration 6F: 3 clusters Score -566451.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -566794.437500 Penalty: 825.174805
	Iteration 7F: 3 clusters Score -566794.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -567107.187500 Penalty: 825.174805
	Iteration 8Q: 3 clusters Score -567107.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -567325.937500 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -567325.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -567469.062500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -567469.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -567595.437500 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -567595.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -567693.875000 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -567693.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -567781.625000 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -567781.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -567839.125000 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -567839.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -567880.625000 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -567880.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -567911.687500 Penalty: 825.174805
	Iteration 16Q: 3 clusters Score -567911.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -567942.562500 Penalty: 825.174805
	Iteration 17Q: 3 clusters Score -567942.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -567971.812500 Penalty: 825.174805
	Iteration 18Q: 3 clusters Score -567971.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -567990.500000 Penalty: 825.174805
	Iteration 19Q: 3 clusters Score -567990.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -568007.312500 Penalty: 825.174805
	Iteration 20F: 3 clusters Score -568007.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -568021.000000 Penalty: 825.174805
	Iteration 21Q: 3 clusters Score -568021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -568028.125000 Penalty: 825.174805
	Iteration 22Q: 3 clusters Score -568028.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -568037.125000 Penalty: 825.174805
	Iteration 23Q: 3 clusters Score -568037.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -568043.250000 Penalty: 825.174805
	Iteration 24Q: 3 clusters Score -568043.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -568045.000000 Penalty: 825.174805
	Iteration 25Q: 3 clusters Score -568045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -568048.375000 Penalty: 825.174805
	Iteration 26Q: 3 clusters Score -568048.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -568050.625000 Penalty: 825.174805
	Iteration 27Q: 3 clusters Score -568050.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -568053.312500 Penalty: 825.174805
	Iteration 28Q: 3 clusters Score -568053.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -568056.312500 Penalty: 825.174805
	Iteration 29Q: 3 clusters Score -568056.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -568058.250000 Penalty: 825.174805
	Iteration 30Q: 3 clusters Score -568058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -568059.125000 Penalty: 825.174805
	Iteration 31Q: 3 clusters Score -568059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -568060.125000 Penalty: 825.174805
	Iteration 32Q: 3 clusters Score -568060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -568061.562500 Penalty: 825.174805
	Iteration 33Q: 3 clusters Score -568061.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -568063.625000 Penalty: 825.174805
	Iteration 34Q: 3 clusters Score -568063.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -568066.437500 Penalty: 825.174805
	Iteration 35Q: 3 clusters Score -568066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -568067.437500 Penalty: 825.174805
	Iteration 36Q: 3 clusters Score -568067.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -568067.562500 Penalty: 825.174805
	Iteration 37Q: 3 clusters Score -568067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -568067.812500 Penalty: 825.174805
	Iteration 38Q: 3 clusters Score -568067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -568067.375000 Penalty: 825.174805
	Iteration 39Q: 3 clusters Score -568067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -568067.375000 Penalty: 825.174805
	Iteration 40F: 3 clusters Score -568067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -347671.593750 Penalty: 394.683746
	Iteration 0F: 2 clusters Score -347671.6 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 2954 members 
Entering Unmasked Estep 
Score: -343767.125000 Penalty: 789.367493
	Iteration 0F: 3 clusters Score -343767.1 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -345293.906250 Penalty: 789.367493
	Iteration 1F: 3 clusters Score -345293.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -345431.906250 Penalty: 789.367493
	Iteration 2F: 3 clusters Score -345431.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -345563.343750 Penalty: 789.367493
	Iteration 3F: 3 clusters Score -345563.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -345687.343750 Penalty: 789.367493
	Iteration 4Q: 3 clusters Score -345687.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -345865.093750 Penalty: 789.367493
	Iteration 5Q: 3 clusters Score -345865.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -346073.437500 Penalty: 789.367493
	Iteration 6Q: 3 clusters Score -346073.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -346345.750000 Penalty: 789.367493
	Iteration 7Q: 3 clusters Score -346345.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -346574.437500 Penalty: 789.367493
	Iteration 8F: 3 clusters Score -346574.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -346757.593750 Penalty: 789.367493
	Iteration 9Q: 3 clusters Score -346757.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -346869.281250 Penalty: 789.367493
	Iteration 10Q: 3 clusters Score -346869.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -346915.218750 Penalty: 789.367493
	Iteration 11Q: 3 clusters Score -346915.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -346953.562500 Penalty: 789.367493
	Iteration 12Q: 3 clusters Score -346953.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -346986.968750 Penalty: 789.367493
	Iteration 13Q: 3 clusters Score -346987 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -347016.250000 Penalty: 789.367493
	Iteration 14Q: 3 clusters Score -347016.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -347039.281250 Penalty: 789.367493
	Iteration 15Q: 3 clusters Score -347039.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -347060.687500 Penalty: 789.367493
	Iteration 16Q: 3 clusters Score -347060.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -347080.687500 Penalty: 789.367493
	Iteration 17Q: 3 clusters Score -347080.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -347104.281250 Penalty: 789.367493
	Iteration 18Q: 3 clusters Score -347104.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -347128.187500 Penalty: 789.367493
	Iteration 19Q: 3 clusters Score -347128.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -347151.906250 Penalty: 789.367493
	Iteration 20F: 3 clusters Score -347151.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -347169.593750 Penalty: 789.367493
	Iteration 21Q: 3 clusters Score -347169.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -347186.093750 Penalty: 789.367493
	Iteration 22Q: 3 clusters Score -347186.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -347200.531250 Penalty: 789.367493
	Iteration 23Q: 3 clusters Score -347200.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -347219.156250 Penalty: 789.367493
	Iteration 24Q: 3 clusters Score -347219.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -347236.593750 Penalty: 789.367493
	Iteration 25Q: 3 clusters Score -347236.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -347251.625000 Penalty: 789.367493
	Iteration 26Q: 3 clusters Score -347251.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -347261.281250 Penalty: 789.367493
	Iteration 27Q: 3 clusters Score -347261.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -347269.218750 Penalty: 789.367493
	Iteration 28Q: 3 clusters Score -347269.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -347278.656250 Penalty: 789.367493
	Iteration 29Q: 3 clusters Score -347278.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -347284.250000 Penalty: 789.367493
	Iteration 30Q: 3 clusters Score -347284.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -347287.656250 Penalty: 789.367493
	Iteration 31Q: 3 clusters Score -347287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -347289.812500 Penalty: 789.367493
	Iteration 32Q: 3 clusters Score -347289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -347293.125000 Penalty: 789.367493
	Iteration 33Q: 3 clusters Score -347293.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -347296.093750 Penalty: 789.367493
	Iteration 34Q: 3 clusters Score -347296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -347298.218750 Penalty: 789.367493
	Iteration 35Q: 3 clusters Score -347298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -347300.500000 Penalty: 789.367493
	Iteration 36Q: 3 clusters Score -347300.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -347302.968750 Penalty: 789.367493
	Iteration 37Q: 3 clusters Score -347303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -347304.687500 Penalty: 789.367493
	Iteration 38Q: 3 clusters Score -347304.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -347305.812500 Penalty: 789.367493
	Iteration 39Q: 3 clusters Score -347305.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -347308.156250 Penalty: 789.367493
	Iteration 40F: 3 clusters Score -347308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -347309.343750 Penalty: 789.367493
	Iteration 41Q: 3 clusters Score -347309.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -347310.187500 Penalty: 789.367493
	Iteration 42Q: 3 clusters Score -347310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -347310.437500 Penalty: 789.367493
	Iteration 43Q: 3 clusters Score -347310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -347311.343750 Penalty: 789.367493
	Iteration 44Q: 3 clusters Score -347311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -347311.843750 Penalty: 789.367493
	Iteration 45Q: 3 clusters Score -347311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -347312.250000 Penalty: 789.367493
	Iteration 46Q: 3 clusters Score -347312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -347312.406250 Penalty: 789.367493
	Iteration 47Q: 3 clusters Score -347312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -347312.406250 Penalty: 789.367493
	Iteration 48Q: 3 clusters Score -347312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -347312.406250 Penalty: 789.367493
	Iteration 49F: 3 clusters Score -347312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Entering Unmasked Estep 
Score: -5807522.500000 Penalty: 520.718750
	Iteration 0F: 2 clusters Score -5807522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5754216.500000 Penalty: 1041.437500
	Iteration 0F: 3 clusters Score -5754216 nChanged 45644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5781586.000000 Penalty: 1041.437500
	Iteration 1F: 3 clusters Score -5781586 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -5782279.000000 Penalty: 1041.437500
	Iteration 2Q: 3 clusters Score -5782279 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -5783097.000000 Penalty: 1041.437500
	Iteration 3Q: 3 clusters Score -5783097 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -5784146.500000 Penalty: 1041.437500
	Iteration 4Q: 3 clusters Score -5784146 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -5785902.000000 Penalty: 1041.437500
	Iteration 5Q: 3 clusters Score -5785902 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -5788710.500000 Penalty: 1041.437500
	Iteration 6F: 3 clusters Score -5788710 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -5792845.500000 Penalty: 1041.437500
	Iteration 7F: 3 clusters Score -5792846 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -5797769.000000 Penalty: 1041.437500
	Iteration 8F: 3 clusters Score -5797769 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -5802832.500000 Penalty: 1041.437500
	Iteration 9F: 3 clusters Score -5802832 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -5805709.500000 Penalty: 1041.437500
	Iteration 10F: 3 clusters Score -5805710 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 88295 members 
Entering Unmasked Estep 
Score: -5806479.000000 Penalty: 1041.437500
	Iteration 11F: 3 clusters Score -5806479 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
Score: -5806853.000000 Penalty: 1041.437500
	Iteration 12Q: 3 clusters Score -5806853 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -5806942.000000 Penalty: 1041.437500
	Iteration 13Q: 3 clusters Score -5806942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -5807005.000000 Penalty: 1041.437500
	Iteration 14Q: 3 clusters Score -5807005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -5807053.000000 Penalty: 1041.437500
	Iteration 15Q: 3 clusters Score -5807053 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -5807082.500000 Penalty: 1041.437500
	Iteration 16Q: 3 clusters Score -5807082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -5807095.000000 Penalty: 1041.437500
	Iteration 17Q: 3 clusters Score -5807095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -5807102.500000 Penalty: 1041.437500
	Iteration 18Q: 3 clusters Score -5807102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -5807112.000000 Penalty: 1041.437500
	Iteration 19Q: 3 clusters Score -5807112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -5807117.500000 Penalty: 1041.437500
	Iteration 20F: 3 clusters Score -5807118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -5807118.500000 Penalty: 1041.437500
	Iteration 21Q: 3 clusters Score -5807118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -5807119.500000 Penalty: 1041.437500
	Iteration 22Q: 3 clusters Score -5807120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -5807123.500000 Penalty: 1041.437500
	Iteration 23Q: 3 clusters Score -5807124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -5807116.000000 Penalty: 1041.437500
	Iteration 24Q: 3 clusters Score -5807116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -5807119.000000 Penalty: 1041.437500
	Iteration 25Q: 3 clusters Score -5807119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -5807119.000000 Penalty: 1041.437500
	Iteration 26F: 3 clusters Score -5807119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Entering Unmasked Estep 
Score: -2923315.500000 Penalty: 487.383484
	Iteration 0F: 2 clusters Score -2923316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2894395.500000 Penalty: 974.766968
	Iteration 0F: 3 clusters Score -2894396 nChanged 21759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2907753.750000 Penalty: 974.766968
	Iteration 1F: 3 clusters Score -2907754 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2908608.000000 Penalty: 974.766968
	Iteration 2Q: 3 clusters Score -2908608 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2909844.750000 Penalty: 974.766968
	Iteration 3F: 3 clusters Score -2909845 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2911678.000000 Penalty: 974.766968
	Iteration 4F: 3 clusters Score -2911678 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2914100.500000 Penalty: 974.766968
	Iteration 5F: 3 clusters Score -2914100 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2916910.500000 Penalty: 974.766968
	Iteration 6F: 3 clusters Score -2916910 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2918970.000000 Penalty: 974.766968
	Iteration 7F: 3 clusters Score -2918970 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2919738.000000 Penalty: 974.766968
	Iteration 8Q: 3 clusters Score -2919738 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2920100.750000 Penalty: 974.766968
	Iteration 9Q: 3 clusters Score -2920101 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2920350.000000 Penalty: 974.766968
	Iteration 10Q: 3 clusters Score -2920350 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2920589.500000 Penalty: 974.766968
	Iteration 11Q: 3 clusters Score -2920590 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2920786.500000 Penalty: 974.766968
	Iteration 12Q: 3 clusters Score -2920786 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2920944.750000 Penalty: 974.766968
	Iteration 13Q: 3 clusters Score -2920945 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2921069.500000 Penalty: 974.766968
	Iteration 14Q: 3 clusters Score -2921070 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2921170.500000 Penalty: 974.766968
	Iteration 15Q: 3 clusters Score -2921170 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2921220.500000 Penalty: 974.766968
	Iteration 16Q: 3 clusters Score -2921220 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2921284.500000 Penalty: 974.766968
	Iteration 17Q: 3 clusters Score -2921284 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2921331.000000 Penalty: 974.766968
	Iteration 18Q: 3 clusters Score -2921331 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2921368.500000 Penalty: 974.766968
	Iteration 19Q: 3 clusters Score -2921368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2921419.750000 Penalty: 974.766968
	Iteration 20F: 3 clusters Score -2921420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2921451.750000 Penalty: 974.766968
	Iteration 21Q: 3 clusters Score -2921452 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2921481.750000 Penalty: 974.766968
	Iteration 22Q: 3 clusters Score -2921482 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2921515.250000 Penalty: 974.766968
	Iteration 23Q: 3 clusters Score -2921515 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2921555.750000 Penalty: 974.766968
	Iteration 24Q: 3 clusters Score -2921556 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2921590.500000 Penalty: 974.766968
	Iteration 25Q: 3 clusters Score -2921590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2921615.750000 Penalty: 974.766968
	Iteration 26Q: 3 clusters Score -2921616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2921624.000000 Penalty: 974.766968
	Iteration 27Q: 3 clusters Score -2921624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2921677.500000 Penalty: 974.766968
	Iteration 28Q: 3 clusters Score -2921678 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2921718.750000 Penalty: 974.766968
	Iteration 29Q: 3 clusters Score -2921719 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2921746.000000 Penalty: 974.766968
	Iteration 30Q: 3 clusters Score -2921746 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2921774.250000 Penalty: 974.766968
	Iteration 31Q: 3 clusters Score -2921774 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2921795.500000 Penalty: 974.766968
	Iteration 32Q: 3 clusters Score -2921796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2921821.500000 Penalty: 974.766968
	Iteration 33Q: 3 clusters Score -2921822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2921845.750000 Penalty: 974.766968
	Iteration 34Q: 3 clusters Score -2921846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2921885.250000 Penalty: 974.766968
	Iteration 35Q: 3 clusters Score -2921885 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2921914.750000 Penalty: 974.766968
	Iteration 36Q: 3 clusters Score -2921915 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2921944.500000 Penalty: 974.766968
	Iteration 37Q: 3 clusters Score -2921944 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2921977.000000 Penalty: 974.766968
	Iteration 38Q: 3 clusters Score -2921977 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2922030.500000 Penalty: 974.766968
	Iteration 39Q: 3 clusters Score -2922030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2922065.750000 Penalty: 974.766968
	Iteration 40F: 3 clusters Score -2922066 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2922136.750000 Penalty: 974.766968
	Iteration 41Q: 3 clusters Score -2922137 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2922212.500000 Penalty: 974.766968
	Iteration 42Q: 3 clusters Score -2922212 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2922320.250000 Penalty: 974.766968
	Iteration 43Q: 3 clusters Score -2922320 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2922418.500000 Penalty: 974.766968
	Iteration 44Q: 3 clusters Score -2922418 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2922506.250000 Penalty: 974.766968
	Iteration 45Q: 3 clusters Score -2922506 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2922619.000000 Penalty: 974.766968
	Iteration 46Q: 3 clusters Score -2922619 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2922707.000000 Penalty: 974.766968
	Iteration 47Q: 3 clusters Score -2922707 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2922785.500000 Penalty: 974.766968
	Iteration 48Q: 3 clusters Score -2922786 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2922854.750000 Penalty: 974.766968
	Iteration 49Q: 3 clusters Score -2922855 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2922951.500000 Penalty: 974.766968
	Iteration 50Q: 3 clusters Score -2922952 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2922976.750000 Penalty: 974.766968
	Iteration 51Q: 3 clusters Score -2922977 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2923017.000000 Penalty: 974.766968
	Iteration 52Q: 3 clusters Score -2923017 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2923027.750000 Penalty: 974.766968
	Iteration 53Q: 3 clusters Score -2923028 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2923071.250000 Penalty: 974.766968
	Iteration 54Q: 3 clusters Score -2923071 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2923111.750000 Penalty: 974.766968
	Iteration 55Q: 3 clusters Score -2923112 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2923108.000000 Penalty: 974.766968
	Iteration 56Q: 3 clusters Score -2923108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2923097.750000 Penalty: 974.766968
	Iteration 57Q: 3 clusters Score -2923098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2923083.750000 Penalty: 974.766968
	Iteration 58Q: 3 clusters Score -2923084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2923086.500000 Penalty: 974.766968
	Iteration 59Q: 3 clusters Score -2923086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2923068.750000 Penalty: 974.766968
	Iteration 60F: 3 clusters Score -2923069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2923060.250000 Penalty: 974.766968
	Iteration 61Q: 3 clusters Score -2923060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2923049.500000 Penalty: 974.766968
	Iteration 62Q: 3 clusters Score -2923050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2923046.500000 Penalty: 974.766968
	Iteration 63Q: 3 clusters Score -2923046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2923040.750000 Penalty: 974.766968
	Iteration 64Q: 3 clusters Score -2923041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2923035.000000 Penalty: 974.766968
	Iteration 65Q: 3 clusters Score -2923035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2923033.250000 Penalty: 974.766968
	Iteration 66Q: 3 clusters Score -2923033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2923034.500000 Penalty: 974.766968
	Iteration 67Q: 3 clusters Score -2923034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2923034.750000 Penalty: 974.766968
	Iteration 68Q: 3 clusters Score -2923035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2923034.500000 Penalty: 974.766968
	Iteration 69Q: 3 clusters Score -2923034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2923034.250000 Penalty: 974.766968
	Iteration 70Q: 3 clusters Score -2923034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2923033.000000 Penalty: 974.766968
	Iteration 71Q: 3 clusters Score -2923033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2923030.250000 Penalty: 974.766968
	Iteration 72Q: 3 clusters Score -2923030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2923029.250000 Penalty: 974.766968
	Iteration 73Q: 3 clusters Score -2923029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2923030.250000 Penalty: 974.766968
	Iteration 74Q: 3 clusters Score -2923030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2923033.250000 Penalty: 974.766968
	Iteration 75Q: 3 clusters Score -2923033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2923033.250000 Penalty: 974.766968
	Iteration 76F: 3 clusters Score -2923033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -41324.441406 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -41324.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40701.902344 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -40701.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40917.765625 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -40917.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40995.359375 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -40995.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41075.453125 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -41075.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41131.257812 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -41131.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41170.558594 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -41170.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41190.292969 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -41190.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41211.507812 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -41211.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41224.949219 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -41224.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41229.046875 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -41229.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -41231.238281 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -41231.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41234.218750 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -41234.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41235.644531 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -41235.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41235.984375 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -41235.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41235.984375 Penalty: 598.458740
	Iteration 14F: 3 clusters Score -41235.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -120012.242188 Penalty: 341.923370
	Iteration 0F: 2 clusters Score -120012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -118664.484375 Penalty: 683.846741
	Iteration 0F: 3 clusters Score -118664.5 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -119122.492188 Penalty: 683.846741
	Iteration 1F: 3 clusters Score -119122.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -119187.335938 Penalty: 683.846741
	Iteration 2F: 3 clusters Score -119187.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -119242.382812 Penalty: 683.846741
	Iteration 3Q: 3 clusters Score -119242.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -119281.984375 Penalty: 683.846741
	Iteration 4Q: 3 clusters Score -119282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -119323.351562 Penalty: 683.846741
	Iteration 5Q: 3 clusters Score -119323.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -119362.164062 Penalty: 683.846741
	Iteration 6Q: 3 clusters Score -119362.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -119412.234375 Penalty: 683.846741
	Iteration 7Q: 3 clusters Score -119412.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -119452.500000 Penalty: 683.846741
	Iteration 8Q: 3 clusters Score -119452.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -119473.859375 Penalty: 683.846741
	Iteration 9Q: 3 clusters Score -119473.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -119496.015625 Penalty: 683.846741
	Iteration 10Q: 3 clusters Score -119496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -119513.851562 Penalty: 683.846741
	Iteration 11Q: 3 clusters Score -119513.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -119532.468750 Penalty: 683.846741
	Iteration 12Q: 3 clusters Score -119532.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119553.773438 Penalty: 683.846741
	Iteration 13Q: 3 clusters Score -119553.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -119571.664062 Penalty: 683.846741
	Iteration 14Q: 3 clusters Score -119571.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -119584.242188 Penalty: 683.846741
	Iteration 15Q: 3 clusters Score -119584.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -119599.203125 Penalty: 683.846741
	Iteration 16Q: 3 clusters Score -119599.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -119612.781250 Penalty: 683.846741
	Iteration 17Q: 3 clusters Score -119612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -119623.195312 Penalty: 683.846741
	Iteration 18Q: 3 clusters Score -119623.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -119630.359375 Penalty: 683.846741
	Iteration 19Q: 3 clusters Score -119630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -119637.187500 Penalty: 683.846741
	Iteration 20F: 3 clusters Score -119637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -119642.585938 Penalty: 683.846741
	Iteration 21Q: 3 clusters Score -119642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -119647.781250 Penalty: 683.846741
	Iteration 22Q: 3 clusters Score -119647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -119649.757812 Penalty: 683.846741
	Iteration 23Q: 3 clusters Score -119649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -119650.460938 Penalty: 683.846741
	Iteration 24Q: 3 clusters Score -119650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -119650.804688 Penalty: 683.846741
	Iteration 25Q: 3 clusters Score -119650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119650.812500 Penalty: 683.846741
	Iteration 26Q: 3 clusters Score -119650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119651.125000 Penalty: 683.846741
	Iteration 27Q: 3 clusters Score -119651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119651.125000 Penalty: 683.846741
	Iteration 28F: 3 clusters Score -119651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -89821.703125 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -89821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -88789.101562 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -88789.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89125.062500 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -89125.06 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89211.265625 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -89211.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89282.515625 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -89282.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -89359.429688 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -89359.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89436.093750 Penalty: 658.964355
	Iteration 5F: 3 clusters Score -89436.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89496.539062 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -89496.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -89543.085938 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -89543.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -89560.859375 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -89560.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -89580.234375 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -89580.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -89595.890625 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -89595.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -89607.562500 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -89607.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -89612.648438 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -89612.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -89614.617188 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -89614.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -89616.523438 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -89616.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -89616.523438 Penalty: 658.964355
	Iteration 15F: 3 clusters Score -89616.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Entering Unmasked Estep 
Score: -1886409.375000 Penalty: 467.395416
	Iteration 0F: 2 clusters Score -1886409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1867209.000000 Penalty: 934.790833
	Iteration 0F: 3 clusters Score -1867209 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1875531.125000 Penalty: 934.790833
	Iteration 1F: 3 clusters Score -1875531 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1876078.125000 Penalty: 934.790833
	Iteration 2F: 3 clusters Score -1876078 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1876830.750000 Penalty: 934.790833
	Iteration 3F: 3 clusters Score -1876831 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1877900.250000 Penalty: 934.790833
	Iteration 4F: 3 clusters Score -1877900 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1879293.250000 Penalty: 934.790833
	Iteration 5F: 3 clusters Score -1879293 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1880792.500000 Penalty: 934.790833
	Iteration 6F: 3 clusters Score -1880792 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1882143.000000 Penalty: 934.790833
	Iteration 7F: 3 clusters Score -1882143 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1883098.000000 Penalty: 934.790833
	Iteration 8Q: 3 clusters Score -1883098 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1883747.750000 Penalty: 934.790833
	Iteration 9Q: 3 clusters Score -1883748 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1884184.000000 Penalty: 934.790833
	Iteration 10Q: 3 clusters Score -1884184 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1884498.375000 Penalty: 934.790833
	Iteration 11Q: 3 clusters Score -1884498 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1884758.375000 Penalty: 934.790833
	Iteration 12Q: 3 clusters Score -1884758 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1885042.125000 Penalty: 934.790833
	Iteration 13Q: 3 clusters Score -1885042 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1885264.375000 Penalty: 934.790833
	Iteration 14Q: 3 clusters Score -1885264 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1885451.125000 Penalty: 934.790833
	Iteration 15Q: 3 clusters Score -1885451 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1885609.750000 Penalty: 934.790833
	Iteration 16Q: 3 clusters Score -1885610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1885717.250000 Penalty: 934.790833
	Iteration 17Q: 3 clusters Score -1885717 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1885785.125000 Penalty: 934.790833
	Iteration 18Q: 3 clusters Score -1885785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1885845.250000 Penalty: 934.790833
	Iteration 19Q: 3 clusters Score -1885845 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1885884.375000 Penalty: 934.790833
	Iteration 20F: 3 clusters Score -1885884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1885904.125000 Penalty: 934.790833
	Iteration 21Q: 3 clusters Score -1885904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1885927.000000 Penalty: 934.790833
	Iteration 22Q: 3 clusters Score -1885927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1885935.250000 Penalty: 934.790833
	Iteration 23Q: 3 clusters Score -1885935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1885950.125000 Penalty: 934.790833
	Iteration 24Q: 3 clusters Score -1885950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1885963.000000 Penalty: 934.790833
	Iteration 25Q: 3 clusters Score -1885963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1885969.375000 Penalty: 934.790833
	Iteration 26Q: 3 clusters Score -1885969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1885971.875000 Penalty: 934.790833
	Iteration 27Q: 3 clusters Score -1885972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1885972.250000 Penalty: 934.790833
	Iteration 28Q: 3 clusters Score -1885972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1885976.125000 Penalty: 934.790833
	Iteration 29Q: 3 clusters Score -1885976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1885981.250000 Penalty: 934.790833
	Iteration 30Q: 3 clusters Score -1885981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1885982.625000 Penalty: 934.790833
	Iteration 31Q: 3 clusters Score -1885983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1885984.125000 Penalty: 934.790833
	Iteration 32Q: 3 clusters Score -1885984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1885983.625000 Penalty: 934.790833
	Iteration 33Q: 3 clusters Score -1885984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1885985.375000 Penalty: 934.790833
	Iteration 34Q: 3 clusters Score -1885985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1885986.250000 Penalty: 934.790833
	Iteration 35Q: 3 clusters Score -1885986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1885990.375000 Penalty: 934.790833
	Iteration 36Q: 3 clusters Score -1885990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1885993.000000 Penalty: 934.790833
	Iteration 37Q: 3 clusters Score -1885993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1885992.500000 Penalty: 934.790833
	Iteration 38Q: 3 clusters Score -1885992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1885994.000000 Penalty: 934.790833
	Iteration 39Q: 3 clusters Score -1885994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1885994.000000 Penalty: 934.790833
	Iteration 40F: 3 clusters Score -1885994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -251802.828125 Penalty: 376.180634
	Iteration 0F: 2 clusters Score -251802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -249108.937500 Penalty: 752.361267
	Iteration 0F: 3 clusters Score -249108.9 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -250024.234375 Penalty: 752.361267
	Iteration 1F: 3 clusters Score -250024.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -250213.156250 Penalty: 752.361267
	Iteration 2F: 3 clusters Score -250213.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -250465.265625 Penalty: 752.361267
	Iteration 3F: 3 clusters Score -250465.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -250778.828125 Penalty: 752.361267
	Iteration 4F: 3 clusters Score -250778.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -251062.656250 Penalty: 752.361267
	Iteration 5F: 3 clusters Score -251062.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -251242.500000 Penalty: 752.361267
	Iteration 6Q: 3 clusters Score -251242.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -251331.093750 Penalty: 752.361267
	Iteration 7Q: 3 clusters Score -251331.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -251379.515625 Penalty: 752.361267
	Iteration 8Q: 3 clusters Score -251379.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -251404.640625 Penalty: 752.361267
	Iteration 9Q: 3 clusters Score -251404.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -251418.359375 Penalty: 752.361267
	Iteration 10Q: 3 clusters Score -251418.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -251432.515625 Penalty: 752.361267
	Iteration 11Q: 3 clusters Score -251432.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -251448.171875 Penalty: 752.361267
	Iteration 12Q: 3 clusters Score -251448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -251464.328125 Penalty: 752.361267
	Iteration 13Q: 3 clusters Score -251464.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -251481.015625 Penalty: 752.361267
	Iteration 14Q: 3 clusters Score -251481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -251494.125000 Penalty: 752.361267
	Iteration 15Q: 3 clusters Score -251494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -251500.125000 Penalty: 752.361267
	Iteration 16Q: 3 clusters Score -251500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -251503.656250 Penalty: 752.361267
	Iteration 17Q: 3 clusters Score -251503.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -251505.187500 Penalty: 752.361267
	Iteration 18Q: 3 clusters Score -251505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -251506.093750 Penalty: 752.361267
	Iteration 19Q: 3 clusters Score -251506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -251507.046875 Penalty: 752.361267
	Iteration 20F: 3 clusters Score -251507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -251507.453125 Penalty: 752.361267
	Iteration 21Q: 3 clusters Score -251507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -251507.953125 Penalty: 752.361267
	Iteration 22Q: 3 clusters Score -251508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -251507.953125 Penalty: 752.361267
	Iteration 23F: 3 clusters Score -251508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Entering Unmasked Estep 
Score: -802174.687500 Penalty: 432.152069
	Iteration 0F: 2 clusters Score -802174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -793285.875000 Penalty: 864.304138
	Iteration 0F: 3 clusters Score -793285.9 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -796993.375000 Penalty: 864.304138
	Iteration 1F: 3 clusters Score -796993.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -797445.062500 Penalty: 864.304138
	Iteration 2F: 3 clusters Score -797445.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -798121.812500 Penalty: 864.304138
	Iteration 3F: 3 clusters Score -798121.8 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -799114.875000 Penalty: 864.304138
	Iteration 4F: 3 clusters Score -799114.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -800289.437500 Penalty: 864.304138
	Iteration 5F: 3 clusters Score -800289.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -801124.812500 Penalty: 864.304138
	Iteration 6F: 3 clusters Score -801124.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -801527.500000 Penalty: 864.304138
	Iteration 7Q: 3 clusters Score -801527.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -801705.375000 Penalty: 864.304138
	Iteration 8Q: 3 clusters Score -801705.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -801759.500000 Penalty: 864.304138
	Iteration 9Q: 3 clusters Score -801759.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -801787.875000 Penalty: 864.304138
	Iteration 10Q: 3 clusters Score -801787.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -801801.875000 Penalty: 864.304138
	Iteration 11Q: 3 clusters Score -801801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -801808.312500 Penalty: 864.304138
	Iteration 12Q: 3 clusters Score -801808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -801812.625000 Penalty: 864.304138
	Iteration 13Q: 3 clusters Score -801812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -801815.875000 Penalty: 864.304138
	Iteration 14Q: 3 clusters Score -801815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -801816.187500 Penalty: 864.304138
	Iteration 15Q: 3 clusters Score -801816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -801816.187500 Penalty: 864.304138
	Iteration 16F: 3 clusters Score -801816.2 nChanged 0
24->34 Clusters: Score -42233912.000000, best is -42242092.000000

Starting from 25 clusters...
--- Clustering full data set of 696731 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 29098 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 28962 members 
Mstep: Class 5 contains 29229 members 
Mstep: Class 6 contains 29202 members 
Mstep: Class 7 contains 28924 members 
Mstep: Class 8 contains 28980 members 
Mstep: Class 9 contains 28898 members 
Mstep: Class 10 contains 29177 members 
Mstep: Class 11 contains 29083 members 
Mstep: Class 12 contains 28972 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 29020 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 29094 members 
Mstep: Class 17 contains 28983 members 
Mstep: Class 18 contains 29079 members 
Mstep: Class 19 contains 28932 members 
Mstep: Class 20 contains 29052 members 
Mstep: Class 21 contains 28866 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 29003 members 
Mstep: Class 24 contains 29075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 26.535755 but Gain 612.164062
Score: -39464940.000000 Penalty: 14079.773438
Iteration 0F: 24 clusters Score -3.946494e+07 nChanged 667480
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 68913 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 13765 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 23436 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 87002 members 
Mstep: Class 10 contains 1209 members 
Mstep: Class 12 contains 60658 members 
Mstep: Class 13 contains 307481 members 
Mstep: Class 14 contains 8087 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 19475 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 9923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 408.142731 but Gain 612.164062
Score: -40939284.000000 Penalty: 13467.609375
Iteration 1F: 23 clusters Score -4.093928e+07 nChanged 243382
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 90800 members 
Mstep: Class 3 contains 24487 members 
Mstep: Class 4 contains 8665 members 
Mstep: Class 5 contains 2598 members 
Mstep: Class 6 contains 15974 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 121906 members 
Mstep: Class 12 contains 69777 members 
Mstep: Class 13 contains 261551 members 
Mstep: Class 14 contains 6494 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 21274 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 4505 members 
Mstep: Class 20 contains 20776 members 
Mstep: Class 21 contains 601 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 361.506226 but Gain 612.164062
Score: -41162252.000000 Penalty: 12855.445312
Iteration 2F: 22 clusters Score -4.116225e+07 nChanged 192732
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 138658 members 
Mstep: Class 3 contains 29731 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 11799 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 132944 members 
Mstep: Class 12 contains 83641 members 
Mstep: Class 13 contains 173816 members 
Mstep: Class 14 contains 6371 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 29655 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 28578 members 
Mstep: Class 22 contains 1594 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 17628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41523620.000000 Penalty: 12855.445312
Iteration 3F: 22 clusters Score -4.152362e+07 nChanged 153627
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 161997 members 
Mstep: Class 3 contains 26562 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 7552 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 97481 members 
Mstep: Class 12 contains 78352 members 
Mstep: Class 13 contains 195749 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 6949 members 
Mstep: Class 16 contains 2332 members 
Mstep: Class 17 contains 36268 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 29984 members 
Mstep: Class 22 contains 1529 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 20687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41622288.000000 Penalty: 12855.445312
Iteration 4F: 22 clusters Score -4.162229e+07 nChanged 129487
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 211725 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 4253 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 92424 members 
Mstep: Class 12 contains 74143 members 
Mstep: Class 13 contains 152689 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 6264 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 41201 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 4809 members 
Mstep: Class 20 contains 33400 members 
Mstep: Class 22 contains 1508 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 24359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41605196.000000 Penalty: 12855.445312
Iteration 5F: 22 clusters Score -4.16052e+07 nChanged 147675
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 169155 members 
Mstep: Class 3 contains 26561 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 77753 members 
Mstep: Class 12 contains 72279 members 
Mstep: Class 13 contains 187690 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 52310 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 4680 members 
Mstep: Class 20 contains 41245 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 28479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782052.000000 Penalty: 12855.445312
Iteration 6F: 22 clusters Score -4.178205e+07 nChanged 78278
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 171483 members 
Mstep: Class 3 contains 29100 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 74556 members 
Mstep: Class 12 contains 67778 members 
Mstep: Class 13 contains 178918 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 6393 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 58547 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 44328 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1961 members 
Mstep: Class 24 contains 31666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41843296.000000 Penalty: 12855.445312
Iteration 7F: 22 clusters Score -4.18433e+07 nChanged 59629
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 165511 members 
Mstep: Class 3 contains 33003 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 2211 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 69607 members 
Mstep: Class 12 contains 65919 members 
Mstep: Class 13 contains 175282 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 65067 members 
Mstep: Class 18 contains 6875 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 46387 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 34771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41905848.000000 Penalty: 12855.445312
Iteration 8F: 22 clusters Score -4.190585e+07 nChanged 51154
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 161242 members 
Mstep: Class 3 contains 37422 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 5896 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 65915 members 
Mstep: Class 12 contains 65747 members 
Mstep: Class 13 contains 171158 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 70176 members 
Mstep: Class 18 contains 7227 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 45367 members 
Mstep: Class 22 contains 2098 members 
Mstep: Class 23 contains 1625 members 
Mstep: Class 24 contains 37147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41951280.000000 Penalty: 12855.445312
Iteration 9F: 22 clusters Score -4.195128e+07 nChanged 44995
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 155990 members 
Mstep: Class 3 contains 42162 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 63778 members 
Mstep: Class 12 contains 66799 members 
Mstep: Class 13 contains 167361 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 7449 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 74442 members 
Mstep: Class 18 contains 7513 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 43102 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 1515 members 
Mstep: Class 24 contains 38782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41976892.000000 Penalty: 12855.445312
Iteration 10F: 22 clusters Score -4.197689e+07 nChanged 43530
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 147007 members 
Mstep: Class 3 contains 47501 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 62973 members 
Mstep: Class 12 contains 68853 members 
Mstep: Class 13 contains 164606 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8081 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 78373 members 
Mstep: Class 18 contains 7648 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 40973 members 
Mstep: Class 22 contains 3024 members 
Mstep: Class 23 contains 1425 members 
Mstep: Class 24 contains 39994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41969224.000000 Penalty: 12855.445312
Iteration 11F: 22 clusters Score -4.196922e+07 nChanged 48928
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 127238 members 
Mstep: Class 3 contains 54329 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 9091 members 
Mstep: Class 7 contains 518 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 63430 members 
Mstep: Class 12 contains 71446 members 
Mstep: Class 13 contains 164914 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 8890 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 84139 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 40831 members 
Mstep: Class 22 contains 3474 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 41319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42002476.000000 Penalty: 12855.445312
Iteration 12F: 22 clusters Score -4.200248e+07 nChanged 42748
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 107905 members 
Mstep: Class 3 contains 61179 members 
Mstep: Class 4 contains 5975 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 10009 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 64374 members 
Mstep: Class 12 contains 73490 members 
Mstep: Class 13 contains 166196 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 9562 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 88721 members 
Mstep: Class 18 contains 7616 members 
Mstep: Class 19 contains 5442 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 22 contains 3755 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 42449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42038484.000000 Penalty: 12855.445312
Iteration 13F: 22 clusters Score -4.203848e+07 nChanged 35898
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 92259 members 
Mstep: Class 3 contains 67282 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10607 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 64786 members 
Mstep: Class 12 contains 74503 members 
Mstep: Class 13 contains 168770 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 91053 members 
Mstep: Class 18 contains 7558 members 
Mstep: Class 19 contains 5476 members 
Mstep: Class 20 contains 42147 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 43104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42070516.000000 Penalty: 12855.445312
Iteration 14F: 22 clusters Score -4.207052e+07 nChanged 28525
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 81806 members 
Mstep: Class 3 contains 72425 members 
Mstep: Class 4 contains 6620 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 10883 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 64813 members 
Mstep: Class 12 contains 74608 members 
Mstep: Class 13 contains 171125 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 10272 members 
Mstep: Class 16 contains 4101 members 
Mstep: Class 17 contains 91338 members 
Mstep: Class 18 contains 7555 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 43543 members 
Mstep: Class 22 contains 4077 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 43163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42090400.000000 Penalty: 12855.445312
Iteration 15Q: 22 clusters Score -4.20904e+07 nChanged 23292
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 75241 members 
Mstep: Class 3 contains 76784 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 936 members 
Mstep: Class 6 contains 10926 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 64677 members 
Mstep: Class 12 contains 74370 members 
Mstep: Class 13 contains 173195 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 90221 members 
Mstep: Class 18 contains 7554 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 44713 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 929 members 
Mstep: Class 24 contains 42952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42105048.000000 Penalty: 12855.445312
Iteration 16Q: 22 clusters Score -4.210505e+07 nChanged 21681
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 70729 members 
Mstep: Class 3 contains 81632 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 914 members 
Mstep: Class 6 contains 10773 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 711 members 
Mstep: Class 9 contains 64415 members 
Mstep: Class 12 contains 73751 members 
Mstep: Class 13 contains 174617 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 4959 members 
Mstep: Class 17 contains 88528 members 
Mstep: Class 18 contains 7617 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 45581 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 42486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42111080.000000 Penalty: 12855.445312
Iteration 17Q: 22 clusters Score -4.211108e+07 nChanged 21860
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66358 members 
Mstep: Class 3 contains 87139 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 5 contains 897 members 
Mstep: Class 6 contains 10401 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 64109 members 
Mstep: Class 12 contains 72958 members 
Mstep: Class 13 contains 175596 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 10359 members 
Mstep: Class 16 contains 5323 members 
Mstep: Class 17 contains 86778 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 46487 members 
Mstep: Class 22 contains 4297 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 42204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42113624.000000 Penalty: 12855.445312
Iteration 18Q: 22 clusters Score -4.211362e+07 nChanged 22245
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 61616 members 
Mstep: Class 3 contains 92790 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 883 members 
Mstep: Class 6 contains 9930 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 63750 members 
Mstep: Class 12 contains 71930 members 
Mstep: Class 13 contains 176315 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 10344 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 85209 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 47580 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 996 members 
Mstep: Class 24 contains 42361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42113848.000000 Penalty: 12855.445312
Iteration 19Q: 22 clusters Score -4.211385e+07 nChanged 21988
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 56802 members 
Mstep: Class 3 contains 97700 members 
Mstep: Class 4 contains 7018 members 
Mstep: Class 5 contains 868 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 63426 members 
Mstep: Class 12 contains 70849 members 
Mstep: Class 13 contains 177156 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 83972 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 48717 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 1075 members 
Mstep: Class 24 contains 42727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42111924.000000 Penalty: 12855.445312
Iteration 20F: 22 clusters Score -4.211192e+07 nChanged 20792
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 52359 members 
Mstep: Class 3 contains 100723 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 186 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 63103 members 
Mstep: Class 12 contains 69977 members 
Mstep: Class 13 contains 178702 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 83067 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 49910 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 43217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107496.000000 Penalty: 12855.445312
Iteration 21Q: 22 clusters Score -4.21075e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 48889 members 
Mstep: Class 3 contains 101808 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 9045 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 62870 members 
Mstep: Class 12 contains 69375 members 
Mstep: Class 13 contains 180032 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 6538 members 
Mstep: Class 17 contains 82442 members 
Mstep: Class 18 contains 7638 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 51267 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 1264 members 
Mstep: Class 24 contains 43949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42105832.000000 Penalty: 12855.445312
Iteration 22Q: 22 clusters Score -4.210583e+07 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 101174 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 9004 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 62637 members 
Mstep: Class 12 contains 69038 members 
Mstep: Class 13 contains 181133 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 10847 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 82071 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 52757 members 
Mstep: Class 22 contains 4351 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 44823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42105040.000000 Penalty: 12855.445312
Iteration 23Q: 22 clusters Score -4.210504e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 44883 members 
Mstep: Class 3 contains 99590 members 
Mstep: Class 4 contains 7042 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 62552 members 
Mstep: Class 12 contains 68847 members 
Mstep: Class 13 contains 181621 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 11040 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 81909 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 54061 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 45756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42106820.000000 Penalty: 12855.445312
Iteration 24Q: 22 clusters Score -4.210682e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 44045 members 
Mstep: Class 3 contains 97632 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 9502 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 62404 members 
Mstep: Class 12 contains 68716 members 
Mstep: Class 13 contains 181654 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 11216 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 81886 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 55234 members 
Mstep: Class 22 contains 4376 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 46714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42109500.000000 Penalty: 12855.445312
Iteration 25Q: 22 clusters Score -4.21095e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 43588 members 
Mstep: Class 3 contains 95592 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 62286 members 
Mstep: Class 12 contains 68637 members 
Mstep: Class 13 contains 181649 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 11379 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 81852 members 
Mstep: Class 18 contains 6485 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 56026 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 1677 members 
Mstep: Class 24 contains 47608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42111792.000000 Penalty: 12855.445312
Iteration 26Q: 22 clusters Score -4.211179e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43374 members 
Mstep: Class 3 contains 93700 members 
Mstep: Class 4 contains 6965 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 62091 members 
Mstep: Class 12 contains 68541 members 
Mstep: Class 13 contains 181596 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 7942 members 
Mstep: Class 17 contains 81811 members 
Mstep: Class 18 contains 6152 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 56612 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 48424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 589.343872 but Gain 612.164062
Score: -42114272.000000 Penalty: 12243.281250
Iteration 27Q: 21 clusters Score -4.211427e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 43302 members 
Mstep: Class 3 contains 92143 members 
Mstep: Class 4 contains 6893 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 10826 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 61836 members 
Mstep: Class 12 contains 68379 members 
Mstep: Class 13 contains 181773 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 81870 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 57015 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 1874 members 
Mstep: Class 24 contains 49177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115432.000000 Penalty: 12243.281250
Iteration 28Q: 21 clusters Score -4.211543e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 43311 members 
Mstep: Class 3 contains 90784 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 11344 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 743 members 
Mstep: Class 9 contains 61636 members 
Mstep: Class 12 contains 68222 members 
Mstep: Class 13 contains 181382 members 
Mstep: Class 15 contains 12111 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 17 contains 81822 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 4759 members 
Mstep: Class 20 contains 57374 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 49922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118244.000000 Penalty: 12243.281250
Iteration 29Q: 21 clusters Score -4.211824e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 89567 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 11825 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 61416 members 
Mstep: Class 12 contains 68125 members 
Mstep: Class 13 contains 181157 members 
Mstep: Class 15 contains 12440 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 81736 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 4680 members 
Mstep: Class 20 contains 57615 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 50547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120040.000000 Penalty: 12243.281250
Iteration 30Q: 21 clusters Score -4.212004e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 43384 members 
Mstep: Class 3 contains 88296 members 
Mstep: Class 4 contains 6671 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 12330 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 61206 members 
Mstep: Class 12 contains 67995 members 
Mstep: Class 13 contains 181106 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 8756 members 
Mstep: Class 17 contains 81627 members 
Mstep: Class 18 contains 5019 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 57721 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 2012 members 
Mstep: Class 24 contains 51230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120740.000000 Penalty: 12243.281250
Iteration 31Q: 21 clusters Score -4.212074e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 43454 members 
Mstep: Class 3 contains 87070 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 61014 members 
Mstep: Class 12 contains 67867 members 
Mstep: Class 13 contains 181046 members 
Mstep: Class 15 contains 13200 members 
Mstep: Class 16 contains 8960 members 
Mstep: Class 17 contains 81528 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 4505 members 
Mstep: Class 20 contains 57784 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 51860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122108.000000 Penalty: 12243.281250
Iteration 32Q: 21 clusters Score -4.212211e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 43536 members 
Mstep: Class 3 contains 86027 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 9 contains 60800 members 
Mstep: Class 12 contains 67791 members 
Mstep: Class 13 contains 180970 members 
Mstep: Class 15 contains 13611 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 81422 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 4442 members 
Mstep: Class 20 contains 57852 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 52381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42123736.000000 Penalty: 12243.281250
Iteration 33Q: 21 clusters Score -4.212374e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 43589 members 
Mstep: Class 3 contains 85247 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 13691 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 60581 members 
Mstep: Class 12 contains 67715 members 
Mstep: Class 13 contains 180807 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 9242 members 
Mstep: Class 17 contains 81324 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 20 contains 57963 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 2122 members 
Mstep: Class 24 contains 52869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125184.000000 Penalty: 12243.281250
Iteration 34Q: 21 clusters Score -4.212518e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 43642 members 
Mstep: Class 3 contains 84571 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 14130 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 60345 members 
Mstep: Class 12 contains 67651 members 
Mstep: Class 13 contains 180689 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 81227 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 58050 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2138 members 
Mstep: Class 24 contains 53229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126488.000000 Penalty: 12243.281250
Iteration 35Q: 21 clusters Score -4.212649e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 43669 members 
Mstep: Class 3 contains 84081 members 
Mstep: Class 4 contains 6412 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 14528 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 60104 members 
Mstep: Class 12 contains 67588 members 
Mstep: Class 13 contains 180564 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 9432 members 
Mstep: Class 17 contains 81144 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 4264 members 
Mstep: Class 20 contains 58133 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 2147 members 
Mstep: Class 24 contains 53517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42127652.000000 Penalty: 12243.281250
Iteration 36Q: 21 clusters Score -4.212765e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 43688 members 
Mstep: Class 3 contains 83727 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 14867 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 676 members 
Mstep: Class 9 contains 59869 members 
Mstep: Class 12 contains 67494 members 
Mstep: Class 13 contains 180443 members 
Mstep: Class 15 contains 14890 members 
Mstep: Class 16 contains 9495 members 
Mstep: Class 17 contains 81066 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 58230 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 53775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42128752.000000 Penalty: 12243.281250
Iteration 37Q: 21 clusters Score -4.212875e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 43720 members 
Mstep: Class 3 contains 83478 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 15177 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 59613 members 
Mstep: Class 12 contains 67381 members 
Mstep: Class 13 contains 180283 members 
Mstep: Class 15 contains 15143 members 
Mstep: Class 16 contains 9577 members 
Mstep: Class 17 contains 80988 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 58345 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 2150 members 
Mstep: Class 24 contains 54001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129668.000000 Penalty: 12243.281250
Iteration 38Q: 21 clusters Score -4.212967e+07 nChanged 4101
Entering ConstructFrom: 
Score: -42129668.000000 Penalty: 12243.281250
Entering ConstructFrom: 
Trying to split cluster 1 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -407411.218750 Penalty: 398.941803
	Iteration 0F: 2 clusters Score -407411.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -403125.093750 Penalty: 797.883606
	Iteration 0F: 3 clusters Score -403125.1 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -404949.687500 Penalty: 797.883606
	Iteration 1F: 3 clusters Score -404949.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -405243.906250 Penalty: 797.883606
	Iteration 2F: 3 clusters Score -405243.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -405520.218750 Penalty: 797.883606
	Iteration 3F: 3 clusters Score -405520.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -405863.343750 Penalty: 797.883606
	Iteration 4F: 3 clusters Score -405863.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -406226.500000 Penalty: 797.883606
	Iteration 5F: 3 clusters Score -406226.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -406518.531250 Penalty: 797.883606
	Iteration 6Q: 3 clusters Score -406518.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -406691.250000 Penalty: 797.883606
	Iteration 7Q: 3 clusters Score -406691.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -406776.937500 Penalty: 797.883606
	Iteration 8Q: 3 clusters Score -406776.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -406844.406250 Penalty: 797.883606
	Iteration 9Q: 3 clusters Score -406844.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -406903.406250 Penalty: 797.883606
	Iteration 10Q: 3 clusters Score -406903.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -406936.062500 Penalty: 797.883606
	Iteration 11Q: 3 clusters Score -406936.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -406953.687500 Penalty: 797.883606
	Iteration 12Q: 3 clusters Score -406953.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -406974.937500 Penalty: 797.883606
	Iteration 13Q: 3 clusters Score -406974.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -406991.406250 Penalty: 797.883606
	Iteration 14Q: 3 clusters Score -406991.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -407004.593750 Penalty: 797.883606
	Iteration 15Q: 3 clusters Score -407004.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -407015.375000 Penalty: 797.883606
	Iteration 16Q: 3 clusters Score -407015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -407026.500000 Penalty: 797.883606
	Iteration 17Q: 3 clusters Score -407026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -407033.593750 Penalty: 797.883606
	Iteration 18Q: 3 clusters Score -407033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -407040.812500 Penalty: 797.883606
	Iteration 19Q: 3 clusters Score -407040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -407044.718750 Penalty: 797.883606
	Iteration 20F: 3 clusters Score -407044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -407048.468750 Penalty: 797.883606
	Iteration 21Q: 3 clusters Score -407048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -407048.312500 Penalty: 797.883606
	Iteration 22Q: 3 clusters Score -407048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -407050.531250 Penalty: 797.883606
	Iteration 23Q: 3 clusters Score -407050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -407052.906250 Penalty: 797.883606
	Iteration 24Q: 3 clusters Score -407052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -407053.343750 Penalty: 797.883606
	Iteration 25Q: 3 clusters Score -407053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -407053.437500 Penalty: 797.883606
	Iteration 26Q: 3 clusters Score -407053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -407054.593750 Penalty: 797.883606
	Iteration 27Q: 3 clusters Score -407054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -407057.656250 Penalty: 797.883606
	Iteration 28Q: 3 clusters Score -407057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -407059.437500 Penalty: 797.883606
	Iteration 29Q: 3 clusters Score -407059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -407062.062500 Penalty: 797.883606
	Iteration 30Q: 3 clusters Score -407062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -407066.437500 Penalty: 797.883606
	Iteration 31Q: 3 clusters Score -407066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -407069.375000 Penalty: 797.883606
	Iteration 32Q: 3 clusters Score -407069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -407072.562500 Penalty: 797.883606
	Iteration 33Q: 3 clusters Score -407072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -407074.968750 Penalty: 797.883606
	Iteration 34Q: 3 clusters Score -407075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -407075.468750 Penalty: 797.883606
	Iteration 35Q: 3 clusters Score -407075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -407076.031250 Penalty: 797.883606
	Iteration 36Q: 3 clusters Score -407076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -407076.031250 Penalty: 797.883606
	Iteration 37F: 3 clusters Score -407076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Entering Unmasked Estep 
Score: -2892271.750000 Penalty: 486.229431
	Iteration 0F: 2 clusters Score -2892272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2863701.250000 Penalty: 972.458862
	Iteration 0F: 3 clusters Score -2863701 nChanged 21227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2877581.250000 Penalty: 972.458862
	Iteration 1F: 3 clusters Score -2877581 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -2879489.250000 Penalty: 972.458862
	Iteration 2F: 3 clusters Score -2879489 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -2882528.000000 Penalty: 972.458862
	Iteration 3F: 3 clusters Score -2882528 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -2886301.250000 Penalty: 972.458862
	Iteration 4F: 3 clusters Score -2886301 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -2889135.000000 Penalty: 972.458862
	Iteration 5F: 3 clusters Score -2889135 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -2890997.500000 Penalty: 972.458862
	Iteration 6Q: 3 clusters Score -2890998 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -2891643.000000 Penalty: 972.458862
	Iteration 7Q: 3 clusters Score -2891643 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -2891802.500000 Penalty: 972.458862
	Iteration 8Q: 3 clusters Score -2891802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -2891835.750000 Penalty: 972.458862
	Iteration 9Q: 3 clusters Score -2891836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -2891849.000000 Penalty: 972.458862
	Iteration 10Q: 3 clusters Score -2891849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -2891853.500000 Penalty: 972.458862
	Iteration 11Q: 3 clusters Score -2891854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -2891854.000000 Penalty: 972.458862
	Iteration 12Q: 3 clusters Score -2891854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -2891855.750000 Penalty: 972.458862
	Iteration 13Q: 3 clusters Score -2891856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -2891855.750000 Penalty: 972.458862
	Iteration 14F: 3 clusters Score -2891856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Entering Unmasked Estep 
Score: -5181848.000000 Penalty: 515.487671
	Iteration 0F: 2 clusters Score -5181848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5130476.000000 Penalty: 1030.975342
	Iteration 0F: 3 clusters Score -5130476 nChanged 40382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5155662.000000 Penalty: 1030.975342
	Iteration 1F: 3 clusters Score -5155662 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5157237.500000 Penalty: 1030.975342
	Iteration 2Q: 3 clusters Score -5157238 nChanged 4410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5163192 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5168562 nChanged 6029
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5174298 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5177730 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5179046 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5179800 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5180946 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5181426 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5181856 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5182174 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5182498 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5182765 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5183016 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5183262 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5183464 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5183684 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5183884 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5184048 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5184176 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5184297 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -5184443.500000 Penalty: 1030.975342
	Iteration 25Q: 3 clusters Score -5184444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5184612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5184794 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5185032 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5185237 nChanged 513
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Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5185357 nChanged 557
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Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5185410 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5185369 nChanged 665
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5185352 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5185250 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5185131 nChanged 610
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5184920 nChanged 574
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5184608 nChanged 544
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Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5184348 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5184092 nChanged 434
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5183788 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5183581 nChanged 303
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Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5183335 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5183158 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5182994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5182831 nChanged 111
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Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5182750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5182644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5182556 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5182461 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5182438 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5182408 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5182371 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5182344 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5182310 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5182276 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5182251 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5182236 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5182232 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5182240.000000 Penalty: 1030.975342
	Iteration 59Q: 3 clusters Score -5182240 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5182231 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5182228 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5182234 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5182244 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5182228 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5182228 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5182211.000000 Penalty: 1030.975342
	Iteration 66Q: 3 clusters Score -5182211 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5182198.000000 Penalty: 1030.975342
	Iteration 67Q: 3 clusters Score -5182198 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5182195.500000 Penalty: 1030.975342
	Iteration 68Q: 3 clusters Score -5182196 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5182173.000000 Penalty: 1030.975342
	Iteration 69Q: 3 clusters Score -5182173 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5182175.500000 Penalty: 1030.975342
	Iteration 70Q: 3 clusters Score -5182176 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5182172 nChanged 3
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Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5182170 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5182153.500000 Penalty: 1030.975342
	Iteration 73Q: 3 clusters Score -5182154 nChanged 3
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Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5182152 nChanged 7
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Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5182149.000000 Penalty: 1030.975342
	Iteration 75Q: 3 clusters Score -5182149 nChanged 4
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Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5182150 nChanged 7
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Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5182134 nChanged 5
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Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5182138 nChanged 4
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Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5182138 nChanged 5
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Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5182117.000000 Penalty: 1030.975342
	Iteration 80F: 3 clusters Score -5182117 nChanged 6
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Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5182110 nChanged 4
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Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5182102 nChanged 4
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Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5182097 nChanged 6
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Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5182078 nChanged 2
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Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5182077 nChanged 2
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Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 367 members 
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	Iteration 86Q: 3 clusters Score -5182078 nChanged 2
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Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5182074 nChanged 4
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Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5182066 nChanged 6
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Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5182060 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5182053 nChanged 2
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Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5182060 nChanged 1
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Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5182060 nChanged 1
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Mstep: Class 1 contains 82883 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5182058 nChanged 0
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Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
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	Iteration 94F: 3 clusters Score -5182058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 59331 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 12 contains 67278 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Entering Unmasked Estep 
Score: -42130840.000000 Penalty: 12855.445312
Splitting cluster 3 changes total score from -42129668.000000 to -42130840.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -405429.031250 Penalty: 398.156067
	Iteration 0F: 2 clusters Score -405429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -401136.250000 Penalty: 796.312134
	Iteration 0F: 3 clusters Score -401136.2 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -402897.625000 Penalty: 796.312134
	Iteration 1F: 3 clusters Score -402897.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -403146.593750 Penalty: 796.312134
	Iteration 2F: 3 clusters Score -403146.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -403462.781250 Penalty: 796.312134
	Iteration 3F: 3 clusters Score -403462.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -403799.625000 Penalty: 796.312134
	Iteration 4F: 3 clusters Score -403799.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -404038.218750 Penalty: 796.312134
	Iteration 5F: 3 clusters Score -404038.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -404185.531250 Penalty: 796.312134
	Iteration 6Q: 3 clusters Score -404185.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -404274.562500 Penalty: 796.312134
	Iteration 7Q: 3 clusters Score -404274.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -404335.031250 Penalty: 796.312134
	Iteration 8Q: 3 clusters Score -404335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -404375.156250 Penalty: 796.312134
	Iteration 9Q: 3 clusters Score -404375.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -404412.812500 Penalty: 796.312134
	Iteration 10Q: 3 clusters Score -404412.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -404445.343750 Penalty: 796.312134
	Iteration 11Q: 3 clusters Score -404445.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -404478.843750 Penalty: 796.312134
	Iteration 12Q: 3 clusters Score -404478.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -404511.906250 Penalty: 796.312134
	Iteration 13Q: 3 clusters Score -404511.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -404544.250000 Penalty: 796.312134
	Iteration 14Q: 3 clusters Score -404544.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -404591.281250 Penalty: 796.312134
	Iteration 15Q: 3 clusters Score -404591.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -404648.781250 Penalty: 796.312134
	Iteration 16Q: 3 clusters Score -404648.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -404698.062500 Penalty: 796.312134
	Iteration 17Q: 3 clusters Score -404698.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -404741.718750 Penalty: 796.312134
	Iteration 18Q: 3 clusters Score -404741.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404796.406250 Penalty: 796.312134
	Iteration 19Q: 3 clusters Score -404796.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -404840.312500 Penalty: 796.312134
	Iteration 20F: 3 clusters Score -404840.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -404872.125000 Penalty: 796.312134
	Iteration 21Q: 3 clusters Score -404872.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -404892.156250 Penalty: 796.312134
	Iteration 22Q: 3 clusters Score -404892.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -404912.843750 Penalty: 796.312134
	Iteration 23Q: 3 clusters Score -404912.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -404928.375000 Penalty: 796.312134
	Iteration 24Q: 3 clusters Score -404928.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -404944.531250 Penalty: 796.312134
	Iteration 25Q: 3 clusters Score -404944.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -404962.125000 Penalty: 796.312134
	Iteration 26Q: 3 clusters Score -404962.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -404980.437500 Penalty: 796.312134
	Iteration 27Q: 3 clusters Score -404980.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -404998.750000 Penalty: 796.312134
	Iteration 28Q: 3 clusters Score -404998.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -405023.187500 Penalty: 796.312134
	Iteration 29Q: 3 clusters Score -405023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -405040.375000 Penalty: 796.312134
	Iteration 30Q: 3 clusters Score -405040.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -405057.906250 Penalty: 796.312134
	Iteration 31Q: 3 clusters Score -405057.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -405070.531250 Penalty: 796.312134
	Iteration 32Q: 3 clusters Score -405070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -405081.781250 Penalty: 796.312134
	Iteration 33Q: 3 clusters Score -405081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -405092.125000 Penalty: 796.312134
	Iteration 34Q: 3 clusters Score -405092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -405099.093750 Penalty: 796.312134
	Iteration 35Q: 3 clusters Score -405099.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -405107.125000 Penalty: 796.312134
	Iteration 36Q: 3 clusters Score -405107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -405112.343750 Penalty: 796.312134
	Iteration 37Q: 3 clusters Score -405112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -405117.750000 Penalty: 796.312134
	Iteration 38Q: 3 clusters Score -405117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -405118.937500 Penalty: 796.312134
	Iteration 39Q: 3 clusters Score -405118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -405121.625000 Penalty: 796.312134
	Iteration 40F: 3 clusters Score -405121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -405123.437500 Penalty: 796.312134
	Iteration 41Q: 3 clusters Score -405123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -405123.437500 Penalty: 796.312134
	Iteration 42F: 3 clusters Score -405123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -42955.910156 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -42955.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42224.996094 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -42225 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42439.238281 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -42439.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42543.070312 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -42543.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -42639.949219 Penalty: 614.880859
	Iteration 3F: 3 clusters Score -42639.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42715.902344 Penalty: 614.880859
	Iteration 4F: 3 clusters Score -42715.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -42788.312500 Penalty: 614.880859
	Iteration 5F: 3 clusters Score -42788.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42849.960938 Penalty: 614.880859
	Iteration 6F: 3 clusters Score -42849.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -42880.863281 Penalty: 614.880859
	Iteration 7F: 3 clusters Score -42880.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -42903.453125 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -42903.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -42918.523438 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -42918.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -42931.531250 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -42931.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -42944.300781 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -42944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -42952.902344 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -42952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -42959.347656 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -42959.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -42968.460938 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -42968.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -42978.488281 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -42978.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -42988.820312 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -42988.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -42998.285156 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -42998.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -43007.683594 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -43007.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -43022.308594 Penalty: 614.880859
	Iteration 19Q: 3 clusters Score -43022.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43037.546875 Penalty: 614.880859
	Iteration 20F: 3 clusters Score -43037.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -43064.203125 Penalty: 614.880859
	Iteration 21Q: 3 clusters Score -43064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -43082.265625 Penalty: 614.880859
	Iteration 22Q: 3 clusters Score -43082.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -43092.378906 Penalty: 614.880859
	Iteration 23Q: 3 clusters Score -43092.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -43095.019531 Penalty: 614.880859
	Iteration 24Q: 3 clusters Score -43095.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -43095.656250 Penalty: 614.880859
	Iteration 25Q: 3 clusters Score -43095.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -43096.183594 Penalty: 614.880859
	Iteration 26F: 3 clusters Score -43096.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -43111.015625 Penalty: 614.880859
	Iteration 27Q: 3 clusters Score -43111.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -43113.625000 Penalty: 614.880859
	Iteration 28Q: 3 clusters Score -43113.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -43113.824219 Penalty: 614.880859
	Iteration 29Q: 3 clusters Score -43113.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -43113.824219 Penalty: 614.880859
	Iteration 30F: 3 clusters Score -43113.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 59331 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 67278 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Entering Unmasked Estep 
Score: -42130672.000000 Penalty: 13467.609375
Splitting cluster 5 changes total score from -42129668.000000 to -42130672.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (15480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Entering Unmasked Estep 
Score: -999144.375000 Penalty: 438.952362
	Iteration 0F: 2 clusters Score -999144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -988883.750000 Penalty: 877.904724
	Iteration 0F: 3 clusters Score -988883.8 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -993284.312500 Penalty: 877.904724
	Iteration 1F: 3 clusters Score -993284.3 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -993805.062500 Penalty: 877.904724
	Iteration 2F: 3 clusters Score -993805.1 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -994787.812500 Penalty: 877.904724
	Iteration 3F: 3 clusters Score -994787.8 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -996224.125000 Penalty: 877.904724
	Iteration 4F: 3 clusters Score -996224.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -997584.250000 Penalty: 877.904724
	Iteration 5F: 3 clusters Score -997584.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -998361.062500 Penalty: 877.904724
	Iteration 6Q: 3 clusters Score -998361.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -998610.000000 Penalty: 877.904724
	Iteration 7Q: 3 clusters Score -998610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -998702.875000 Penalty: 877.904724
	Iteration 8Q: 3 clusters Score -998702.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -998725.312500 Penalty: 877.904724
	Iteration 9Q: 3 clusters Score -998725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -998735.812500 Penalty: 877.904724
	Iteration 10Q: 3 clusters Score -998735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -998740.750000 Penalty: 877.904724
	Iteration 11Q: 3 clusters Score -998740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -998750.500000 Penalty: 877.904724
	Iteration 12Q: 3 clusters Score -998750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -998750.500000 Penalty: 877.904724
	Iteration 13F: 3 clusters Score -998750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6323.704590 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6323.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6105.136230 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6105.136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6203.037109 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6203.037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6222.352051 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6222.352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6231.730469 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6231.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6232.720215 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6232.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6233.023438 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6233.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6233.023438 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -6233.023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -43930.890625 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -43930.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43298.226562 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -43298.23 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43455.691406 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -43455.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43489.203125 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -43489.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43511.378906 Penalty: 592.838867
	Iteration 3Q: 3 clusters Score -43511.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43528.433594 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -43528.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43538.375000 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -43538.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43543.851562 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -43543.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43547.621094 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -43547.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43554.242188 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -43554.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -43567.582031 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -43567.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43575.335938 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -43575.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43580.261719 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -43580.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43582.804688 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -43582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43583.843750 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -43583.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43585.367188 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -43585.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43586.652344 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -43586.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43587.292969 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -43587.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43588.785156 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -43588.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43589.640625 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -43589.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43589.960938 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -43589.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43590.144531 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -43590.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Entering Unmasked Estep 
Score: -3813981.500000 Penalty: 500.085388
	Iteration 0F: 2 clusters Score -3813982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3779250.000000 Penalty: 1000.170776
	Iteration 0F: 3 clusters Score -3779250 nChanged 28860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -3798180.000000 Penalty: 1000.170776
	Iteration 1F: 3 clusters Score -3798180 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3799874.500000 Penalty: 1000.170776
	Iteration 2F: 3 clusters Score -3799874 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3802129.750000 Penalty: 1000.170776
	Iteration 3F: 3 clusters Score -3802130 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3805101.250000 Penalty: 1000.170776
	Iteration 4F: 3 clusters Score -3805101 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3808372.750000 Penalty: 1000.170776
	Iteration 5F: 3 clusters Score -3808373 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3811212.000000 Penalty: 1000.170776
	Iteration 6F: 3 clusters Score -3811212 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3812561.750000 Penalty: 1000.170776
	Iteration 7Q: 3 clusters Score -3812562 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3813123.750000 Penalty: 1000.170776
	Iteration 8Q: 3 clusters Score -3813124 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3813432.250000 Penalty: 1000.170776
	Iteration 9Q: 3 clusters Score -3813432 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -3813652.750000 Penalty: 1000.170776
	Iteration 10Q: 3 clusters Score -3813653 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3813857.500000 Penalty: 1000.170776
	Iteration 11Q: 3 clusters Score -3813858 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3814100.250000 Penalty: 1000.170776
	Iteration 12Q: 3 clusters Score -3814100 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -3814318.750000 Penalty: 1000.170776
	Iteration 13Q: 3 clusters Score -3814319 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -3814529.500000 Penalty: 1000.170776
	Iteration 14Q: 3 clusters Score -3814530 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -3814745.500000 Penalty: 1000.170776
	Iteration 15Q: 3 clusters Score -3814746 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -3814966.750000 Penalty: 1000.170776
	Iteration 16Q: 3 clusters Score -3814967 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -3815168.250000 Penalty: 1000.170776
	Iteration 17Q: 3 clusters Score -3815168 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -3815465.500000 Penalty: 1000.170776
	Iteration 18Q: 3 clusters Score -3815466 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -3815930.250000 Penalty: 1000.170776
	Iteration 19Q: 3 clusters Score -3815930 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -3816317.500000 Penalty: 1000.170776
	Iteration 20F: 3 clusters Score -3816318 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -3816715.500000 Penalty: 1000.170776
	Iteration 21Q: 3 clusters Score -3816716 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -3817051.000000 Penalty: 1000.170776
	Iteration 22Q: 3 clusters Score -3817051 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -3817341.000000 Penalty: 1000.170776
	Iteration 23Q: 3 clusters Score -3817341 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -3817569.750000 Penalty: 1000.170776
	Iteration 24Q: 3 clusters Score -3817570 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -3817783.500000 Penalty: 1000.170776
	Iteration 25Q: 3 clusters Score -3817784 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -3817927.250000 Penalty: 1000.170776
	Iteration 26Q: 3 clusters Score -3817927 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -3818075.750000 Penalty: 1000.170776
	Iteration 27Q: 3 clusters Score -3818076 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -3818183.250000 Penalty: 1000.170776
	Iteration 28Q: 3 clusters Score -3818183 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -3818303.750000 Penalty: 1000.170776
	Iteration 29Q: 3 clusters Score -3818304 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -3818387.000000 Penalty: 1000.170776
	Iteration 30Q: 3 clusters Score -3818387 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -3818435.500000 Penalty: 1000.170776
	Iteration 31Q: 3 clusters Score -3818436 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -3818492.750000 Penalty: 1000.170776
	Iteration 32Q: 3 clusters Score -3818493 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -3818515.250000 Penalty: 1000.170776
	Iteration 33Q: 3 clusters Score -3818515 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -3818511.750000 Penalty: 1000.170776
	Iteration 34Q: 3 clusters Score -3818512 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -3818507.250000 Penalty: 1000.170776
	Iteration 35Q: 3 clusters Score -3818507 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -3818476.250000 Penalty: 1000.170776
	Iteration 36Q: 3 clusters Score -3818476 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -3818383.250000 Penalty: 1000.170776
	Iteration 37Q: 3 clusters Score -3818383 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -3818370.000000 Penalty: 1000.170776
	Iteration 38Q: 3 clusters Score -3818370 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -3818345.750000 Penalty: 1000.170776
	Iteration 39Q: 3 clusters Score -3818346 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -3818300.000000 Penalty: 1000.170776
	Iteration 40F: 3 clusters Score -3818300 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -3818286.250000 Penalty: 1000.170776
	Iteration 41Q: 3 clusters Score -3818286 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -3818262.750000 Penalty: 1000.170776
	Iteration 42Q: 3 clusters Score -3818263 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -3818203.750000 Penalty: 1000.170776
	Iteration 43Q: 3 clusters Score -3818204 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -3818139.000000 Penalty: 1000.170776
	Iteration 44Q: 3 clusters Score -3818139 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -3818096.500000 Penalty: 1000.170776
	Iteration 45Q: 3 clusters Score -3818096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -3818052.250000 Penalty: 1000.170776
	Iteration 46Q: 3 clusters Score -3818052 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -3817990.000000 Penalty: 1000.170776
	Iteration 47Q: 3 clusters Score -3817990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -3817968.250000 Penalty: 1000.170776
	Iteration 48Q: 3 clusters Score -3817968 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -3817928.750000 Penalty: 1000.170776
	Iteration 49Q: 3 clusters Score -3817929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -3817929.250000 Penalty: 1000.170776
	Iteration 50Q: 3 clusters Score -3817929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -3817888.500000 Penalty: 1000.170776
	Iteration 51Q: 3 clusters Score -3817888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -3817874.000000 Penalty: 1000.170776
	Iteration 52Q: 3 clusters Score -3817874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -3817848.500000 Penalty: 1000.170776
	Iteration 53Q: 3 clusters Score -3817848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -3817819.000000 Penalty: 1000.170776
	Iteration 54Q: 3 clusters Score -3817819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -3817794.750000 Penalty: 1000.170776
	Iteration 55Q: 3 clusters Score -3817795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -3817780.500000 Penalty: 1000.170776
	Iteration 56Q: 3 clusters Score -3817780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -3817758.750000 Penalty: 1000.170776
	Iteration 57Q: 3 clusters Score -3817759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -3817741.500000 Penalty: 1000.170776
	Iteration 58Q: 3 clusters Score -3817742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -3817702.000000 Penalty: 1000.170776
	Iteration 59Q: 3 clusters Score -3817702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -3817688.750000 Penalty: 1000.170776
	Iteration 60F: 3 clusters Score -3817689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -3817674.500000 Penalty: 1000.170776
	Iteration 61Q: 3 clusters Score -3817674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -3817661.250000 Penalty: 1000.170776
	Iteration 62Q: 3 clusters Score -3817661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -3817647.750000 Penalty: 1000.170776
	Iteration 63Q: 3 clusters Score -3817648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -3817644.750000 Penalty: 1000.170776
	Iteration 64Q: 3 clusters Score -3817645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -3817651.250000 Penalty: 1000.170776
	Iteration 65Q: 3 clusters Score -3817651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -3817639.000000 Penalty: 1000.170776
	Iteration 66Q: 3 clusters Score -3817639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -3817613.750000 Penalty: 1000.170776
	Iteration 67Q: 3 clusters Score -3817614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -3817595.000000 Penalty: 1000.170776
	Iteration 68Q: 3 clusters Score -3817595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -3817591.000000 Penalty: 1000.170776
	Iteration 69Q: 3 clusters Score -3817591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -3817574.750000 Penalty: 1000.170776
	Iteration 70Q: 3 clusters Score -3817575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -3817565.750000 Penalty: 1000.170776
	Iteration 71Q: 3 clusters Score -3817566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -3817565.000000 Penalty: 1000.170776
	Iteration 72Q: 3 clusters Score -3817565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -3817564.500000 Penalty: 1000.170776
	Iteration 73Q: 3 clusters Score -3817564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -3817539.000000 Penalty: 1000.170776
	Iteration 74Q: 3 clusters Score -3817539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -3817536.500000 Penalty: 1000.170776
	Iteration 75Q: 3 clusters Score -3817536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -3817530.500000 Penalty: 1000.170776
	Iteration 76Q: 3 clusters Score -3817530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -3817523.000000 Penalty: 1000.170776
	Iteration 77Q: 3 clusters Score -3817523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -3817524.000000 Penalty: 1000.170776
	Iteration 78Q: 3 clusters Score -3817524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -3817518.500000 Penalty: 1000.170776
	Iteration 79Q: 3 clusters Score -3817518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -3817516.500000 Penalty: 1000.170776
	Iteration 80F: 3 clusters Score -3817516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -3817515.250000 Penalty: 1000.170776
	Iteration 81Q: 3 clusters Score -3817515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -3817517.500000 Penalty: 1000.170776
	Iteration 82Q: 3 clusters Score -3817518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -3817512.750000 Penalty: 1000.170776
	Iteration 83Q: 3 clusters Score -3817513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -3817508.750000 Penalty: 1000.170776
	Iteration 84Q: 3 clusters Score -3817509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -3817506.750000 Penalty: 1000.170776
	Iteration 85Q: 3 clusters Score -3817507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -3817506.750000 Penalty: 1000.170776
	Iteration 86F: 3 clusters Score -3817507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 67278 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Entering Unmasked Estep 
Score: -42134140.000000 Penalty: 14079.773438
Splitting cluster 9 changes total score from -42129668.000000 to -42134140.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (67278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Entering Unmasked Estep 
Score: -4327526.000000 Penalty: 505.804779
	Iteration 0F: 2 clusters Score -4327526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4296767.500000 Penalty: 1011.609558
	Iteration 0F: 3 clusters Score -4296768 nChanged 32827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4317617.000000 Penalty: 1011.609558
	Iteration 1F: 3 clusters Score -4317617 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4318941.000000 Penalty: 1011.609558
	Iteration 2Q: 3 clusters Score -4318941 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4320580.000000 Penalty: 1011.609558
	Iteration 3F: 3 clusters Score -4320580 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4322178.000000 Penalty: 1011.609558
	Iteration 4F: 3 clusters Score -4322178 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4323090.500000 Penalty: 1011.609558
	Iteration 5F: 3 clusters Score -4323090 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4322829.500000 Penalty: 1011.609558
	Iteration 6F: 3 clusters Score -4322830 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4322786.000000 Penalty: 1011.609558
	Iteration 7F: 3 clusters Score -4322786 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4323080.000000 Penalty: 1011.609558
	Iteration 8Q: 3 clusters Score -4323080 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4323678.000000 Penalty: 1011.609558
	Iteration 9Q: 3 clusters Score -4323678 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4324307.000000 Penalty: 1011.609558
	Iteration 10Q: 3 clusters Score -4324307 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4324755.500000 Penalty: 1011.609558
	Iteration 11Q: 3 clusters Score -4324756 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4325153.500000 Penalty: 1011.609558
	Iteration 12Q: 3 clusters Score -4325154 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4325483.500000 Penalty: 1011.609558
	Iteration 13Q: 3 clusters Score -4325484 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4325732.500000 Penalty: 1011.609558
	Iteration 14Q: 3 clusters Score -4325732 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4325934.500000 Penalty: 1011.609558
	Iteration 15Q: 3 clusters Score -4325934 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4326157.500000 Penalty: 1011.609558
	Iteration 16Q: 3 clusters Score -4326158 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4326437.000000 Penalty: 1011.609558
	Iteration 17Q: 3 clusters Score -4326437 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4326771.000000 Penalty: 1011.609558
	Iteration 18Q: 3 clusters Score -4326771 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4327090.500000 Penalty: 1011.609558
	Iteration 19Q: 3 clusters Score -4327090 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4327434.000000 Penalty: 1011.609558
	Iteration 20F: 3 clusters Score -4327434 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4327728.000000 Penalty: 1011.609558
	Iteration 21Q: 3 clusters Score -4327728 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4328004.500000 Penalty: 1011.609558
	Iteration 22Q: 3 clusters Score -4328004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4328245.000000 Penalty: 1011.609558
	Iteration 23Q: 3 clusters Score -4328245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4328383.000000 Penalty: 1011.609558
	Iteration 24Q: 3 clusters Score -4328383 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4328535.000000 Penalty: 1011.609558
	Iteration 25Q: 3 clusters Score -4328535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4328641.000000 Penalty: 1011.609558
	Iteration 26Q: 3 clusters Score -4328641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4328699.500000 Penalty: 1011.609558
	Iteration 27Q: 3 clusters Score -4328700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4328734.500000 Penalty: 1011.609558
	Iteration 28Q: 3 clusters Score -4328734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4328723.500000 Penalty: 1011.609558
	Iteration 29Q: 3 clusters Score -4328724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4328742.500000 Penalty: 1011.609558
	Iteration 30Q: 3 clusters Score -4328742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4328738.500000 Penalty: 1011.609558
	Iteration 31Q: 3 clusters Score -4328738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4328747.000000 Penalty: 1011.609558
	Iteration 32Q: 3 clusters Score -4328747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4328749.000000 Penalty: 1011.609558
	Iteration 33Q: 3 clusters Score -4328749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4328744.000000 Penalty: 1011.609558
	Iteration 34Q: 3 clusters Score -4328744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4328740.000000 Penalty: 1011.609558
	Iteration 35Q: 3 clusters Score -4328740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4328745.000000 Penalty: 1011.609558
	Iteration 36F: 3 clusters Score -4328745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4328750.500000 Penalty: 1011.609558
	Iteration 37Q: 3 clusters Score -4328750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4328745.500000 Penalty: 1011.609558
	Iteration 38Q: 3 clusters Score -4328746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4328748.000000 Penalty: 1011.609558
	Iteration 39Q: 3 clusters Score -4328748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4328748.000000 Penalty: 1011.609558
	Iteration 40F: 3 clusters Score -4328748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Entering Unmasked Estep 
Score: -42135192.000000 Penalty: 14691.937500
Splitting cluster 12 changes total score from -42129668.000000 to -42135192.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (180142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180142 members 
Entering Unmasked Estep 
Score: -11217794.000000 Penalty: 550.618286
	Iteration 0F: 2 clusters Score -1.121779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -11125644.000000 Penalty: 1101.236572
	Iteration 0F: 3 clusters Score -1.112564e+07 nChanged 88779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -11180024.000000 Penalty: 1101.236572
	Iteration 1F: 3 clusters Score -1.118002e+07 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -11182382.000000 Penalty: 1101.236572
	Iteration 2F: 3 clusters Score -1.118238e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -11185104.000000 Penalty: 1101.236572
	Iteration 3F: 3 clusters Score -1.11851e+07 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -11190481.000000 Penalty: 1101.236572
	Iteration 4F: 3 clusters Score -1.119048e+07 nChanged 13865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -11198304.000000 Penalty: 1101.236572
	Iteration 5F: 3 clusters Score -1.11983e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -11206463.000000 Penalty: 1101.236572
	Iteration 6F: 3 clusters Score -1.120646e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -11210814.000000 Penalty: 1101.236572
	Iteration 7F: 3 clusters Score -1.121081e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -11212190.000000 Penalty: 1101.236572
	Iteration 8Q: 3 clusters Score -1.121219e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -11212841.000000 Penalty: 1101.236572
	Iteration 9Q: 3 clusters Score -1.121284e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -11213240.000000 Penalty: 1101.236572
	Iteration 10Q: 3 clusters Score -1.121324e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -11213014.000000 Penalty: 1101.236572
	Iteration 11Q: 3 clusters Score -1.121301e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -11213034.000000 Penalty: 1101.236572
	Iteration 12Q: 3 clusters Score -1.121303e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -11213311.000000 Penalty: 1101.236572
	Iteration 13Q: 3 clusters Score -1.121331e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -11213192.000000 Penalty: 1101.236572
	Iteration 14Q: 3 clusters Score -1.121319e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -11213133.000000 Penalty: 1101.236572
	Iteration 15Q: 3 clusters Score -1.121313e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -11212980.000000 Penalty: 1101.236572
	Iteration 16Q: 3 clusters Score -1.121298e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -11212979.000000 Penalty: 1101.236572
	Iteration 17Q: 3 clusters Score -1.121298e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -11212742.000000 Penalty: 1101.236572
	Iteration 18Q: 3 clusters Score -1.121274e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -11212628.000000 Penalty: 1101.236572
	Iteration 19Q: 3 clusters Score -1.121263e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -11212552.000000 Penalty: 1101.236572
	Iteration 20F: 3 clusters Score -1.121255e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -11212398.000000 Penalty: 1101.236572
	Iteration 21Q: 3 clusters Score -1.12124e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -11212259.000000 Penalty: 1101.236572
	Iteration 22Q: 3 clusters Score -1.121226e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 97569 members 
Entering Unmasked Estep 
Score: -11212255.000000 Penalty: 1101.236572
	Iteration 23Q: 3 clusters Score -1.121226e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -11212269.000000 Penalty: 1101.236572
	Iteration 24Q: 3 clusters Score -1.121227e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -11212265.000000 Penalty: 1101.236572
	Iteration 25Q: 3 clusters Score -1.121226e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -11212270.000000 Penalty: 1101.236572
	Iteration 26Q: 3 clusters Score -1.121227e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -11212243.000000 Penalty: 1101.236572
	Iteration 27Q: 3 clusters Score -1.121224e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -11212235.000000 Penalty: 1101.236572
	Iteration 28Q: 3 clusters Score -1.121224e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -11212212.000000 Penalty: 1101.236572
	Iteration 29Q: 3 clusters Score -1.121221e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -11212286.000000 Penalty: 1101.236572
	Iteration 30Q: 3 clusters Score -1.121229e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -11212259.000000 Penalty: 1101.236572
	Iteration 31Q: 3 clusters Score -1.121226e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -11212446.000000 Penalty: 1101.236572
	Iteration 32Q: 3 clusters Score -1.121245e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -11212540.000000 Penalty: 1101.236572
	Iteration 33Q: 3 clusters Score -1.121254e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -11212604.000000 Penalty: 1101.236572
	Iteration 34Q: 3 clusters Score -1.12126e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -11212679.000000 Penalty: 1101.236572
	Iteration 35Q: 3 clusters Score -1.121268e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -11212788.000000 Penalty: 1101.236572
	Iteration 36Q: 3 clusters Score -1.121279e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -11212831.000000 Penalty: 1101.236572
	Iteration 37Q: 3 clusters Score -1.121283e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -11212903.000000 Penalty: 1101.236572
	Iteration 38Q: 3 clusters Score -1.12129e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -11212965.000000 Penalty: 1101.236572
	Iteration 39Q: 3 clusters Score -1.121296e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -11213147.000000 Penalty: 1101.236572
	Iteration 40F: 3 clusters Score -1.121315e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -11213253.000000 Penalty: 1101.236572
	Iteration 41Q: 3 clusters Score -1.121325e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -11213302.000000 Penalty: 1101.236572
	Iteration 42Q: 3 clusters Score -1.12133e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -11213332.000000 Penalty: 1101.236572
	Iteration 43Q: 3 clusters Score -1.121333e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -11213394.000000 Penalty: 1101.236572
	Iteration 44Q: 3 clusters Score -1.121339e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -11213522.000000 Penalty: 1101.236572
	Iteration 45Q: 3 clusters Score -1.121352e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -11213570.000000 Penalty: 1101.236572
	Iteration 46Q: 3 clusters Score -1.121357e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -11213655.000000 Penalty: 1101.236572
	Iteration 47Q: 3 clusters Score -1.121366e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -11213748.000000 Penalty: 1101.236572
	Iteration 48Q: 3 clusters Score -1.121375e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -11213813.000000 Penalty: 1101.236572
	Iteration 49Q: 3 clusters Score -1.121381e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -11213833.000000 Penalty: 1101.236572
	Iteration 50Q: 3 clusters Score -1.121383e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -11213871.000000 Penalty: 1101.236572
	Iteration 51Q: 3 clusters Score -1.121387e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -11213840.000000 Penalty: 1101.236572
	Iteration 52Q: 3 clusters Score -1.121384e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -11213935.000000 Penalty: 1101.236572
	Iteration 53Q: 3 clusters Score -1.121394e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -11213965.000000 Penalty: 1101.236572
	Iteration 54Q: 3 clusters Score -1.121396e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -11214050.000000 Penalty: 1101.236572
	Iteration 55Q: 3 clusters Score -1.121405e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -11214118.000000 Penalty: 1101.236572
	Iteration 56Q: 3 clusters Score -1.121412e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -11214182.000000 Penalty: 1101.236572
	Iteration 57Q: 3 clusters Score -1.121418e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -11214254.000000 Penalty: 1101.236572
	Iteration 58Q: 3 clusters Score -1.121425e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -11214314.000000 Penalty: 1101.236572
	Iteration 59Q: 3 clusters Score -1.121431e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -11214324.000000 Penalty: 1101.236572
	Iteration 60F: 3 clusters Score -1.121432e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -11214348.000000 Penalty: 1101.236572
	Iteration 61Q: 3 clusters Score -1.121435e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -11214436.000000 Penalty: 1101.236572
	Iteration 62Q: 3 clusters Score -1.121444e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 98941 members 
Entering Unmasked Estep 
Score: -11214488.000000 Penalty: 1101.236572
	Iteration 63Q: 3 clusters Score -1.121449e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -11214543.000000 Penalty: 1101.236572
	Iteration 64Q: 3 clusters Score -1.121454e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -11214527.000000 Penalty: 1101.236572
	Iteration 65Q: 3 clusters Score -1.121453e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -11214541.000000 Penalty: 1101.236572
	Iteration 66Q: 3 clusters Score -1.121454e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -11214586.000000 Penalty: 1101.236572
	Iteration 67Q: 3 clusters Score -1.121459e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -11214662.000000 Penalty: 1101.236572
	Iteration 68Q: 3 clusters Score -1.121466e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -11214720.000000 Penalty: 1101.236572
	Iteration 69Q: 3 clusters Score -1.121472e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -11214729.000000 Penalty: 1101.236572
	Iteration 70Q: 3 clusters Score -1.121473e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -11214692.000000 Penalty: 1101.236572
	Iteration 71Q: 3 clusters Score -1.121469e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -11214746.000000 Penalty: 1101.236572
	Iteration 72Q: 3 clusters Score -1.121475e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -11214766.000000 Penalty: 1101.236572
	Iteration 73Q: 3 clusters Score -1.121477e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -11214793.000000 Penalty: 1101.236572
	Iteration 74Q: 3 clusters Score -1.121479e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -11214782.000000 Penalty: 1101.236572
	Iteration 75Q: 3 clusters Score -1.121478e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -11214761.000000 Penalty: 1101.236572
	Iteration 76Q: 3 clusters Score -1.121476e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -11214796.000000 Penalty: 1101.236572
	Iteration 77Q: 3 clusters Score -1.12148e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -11214844.000000 Penalty: 1101.236572
	Iteration 78Q: 3 clusters Score -1.121484e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 98741 members 
Entering Unmasked Estep 
Score: -11214834.000000 Penalty: 1101.236572
	Iteration 79Q: 3 clusters Score -1.121483e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -11214818.000000 Penalty: 1101.236572
	Iteration 80F: 3 clusters Score -1.121482e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -11214824.000000 Penalty: 1101.236572
	Iteration 81Q: 3 clusters Score -1.121482e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -11214823.000000 Penalty: 1101.236572
	Iteration 82Q: 3 clusters Score -1.121482e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -11214847.000000 Penalty: 1101.236572
	Iteration 83Q: 3 clusters Score -1.121485e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -11214834.000000 Penalty: 1101.236572
	Iteration 84Q: 3 clusters Score -1.121483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -11214864.000000 Penalty: 1101.236572
	Iteration 85Q: 3 clusters Score -1.121486e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -11214865.000000 Penalty: 1101.236572
	Iteration 86Q: 3 clusters Score -1.121486e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -11214880.000000 Penalty: 1101.236572
	Iteration 87Q: 3 clusters Score -1.121488e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -11214872.000000 Penalty: 1101.236572
	Iteration 88Q: 3 clusters Score -1.121487e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -11214862.000000 Penalty: 1101.236572
	Iteration 89Q: 3 clusters Score -1.121486e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -11214884.000000 Penalty: 1101.236572
	Iteration 90Q: 3 clusters Score -1.121488e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -11214856.000000 Penalty: 1101.236572
	Iteration 91Q: 3 clusters Score -1.121486e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -11214874.000000 Penalty: 1101.236572
	Iteration 92Q: 3 clusters Score -1.121487e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -11214873.000000 Penalty: 1101.236572
	Iteration 93Q: 3 clusters Score -1.121487e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -11214865.000000 Penalty: 1101.236572
	Iteration 94Q: 3 clusters Score -1.121486e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -11214903.000000 Penalty: 1101.236572
	Iteration 95Q: 3 clusters Score -1.12149e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -11214913.000000 Penalty: 1101.236572
	Iteration 96Q: 3 clusters Score -1.121491e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -11214934.000000 Penalty: 1101.236572
	Iteration 97Q: 3 clusters Score -1.121493e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -11214959.000000 Penalty: 1101.236572
	Iteration 98Q: 3 clusters Score -1.121496e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -11214986.000000 Penalty: 1101.236572
	Iteration 99Q: 3 clusters Score -1.121499e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -11215003.000000 Penalty: 1101.236572
	Iteration 100F: 3 clusters Score -1.1215e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -11215025.000000 Penalty: 1101.236572
	Iteration 101Q: 3 clusters Score -1.121502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -11215048.000000 Penalty: 1101.236572
	Iteration 102Q: 3 clusters Score -1.121505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -11215057.000000 Penalty: 1101.236572
	Iteration 103Q: 3 clusters Score -1.121506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -11215073.000000 Penalty: 1101.236572
	Iteration 104Q: 3 clusters Score -1.121507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -11215083.000000 Penalty: 1101.236572
	Iteration 105Q: 3 clusters Score -1.121508e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -11215115.000000 Penalty: 1101.236572
	Iteration 106Q: 3 clusters Score -1.121512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -11215130.000000 Penalty: 1101.236572
	Iteration 107Q: 3 clusters Score -1.121513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -11215124.000000 Penalty: 1101.236572
	Iteration 108Q: 3 clusters Score -1.121512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -11215137.000000 Penalty: 1101.236572
	Iteration 109Q: 3 clusters Score -1.121514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -11215129.000000 Penalty: 1101.236572
	Iteration 110Q: 3 clusters Score -1.121513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -11215137.000000 Penalty: 1101.236572
	Iteration 111Q: 3 clusters Score -1.121514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -11215167.000000 Penalty: 1101.236572
	Iteration 112Q: 3 clusters Score -1.121517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -11215163.000000 Penalty: 1101.236572
	Iteration 113Q: 3 clusters Score -1.121516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -11215190.000000 Penalty: 1101.236572
	Iteration 114Q: 3 clusters Score -1.121519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -11215210.000000 Penalty: 1101.236572
	Iteration 115Q: 3 clusters Score -1.121521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -11215216.000000 Penalty: 1101.236572
	Iteration 116Q: 3 clusters Score -1.121522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -11215214.000000 Penalty: 1101.236572
	Iteration 117Q: 3 clusters Score -1.121521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -11215223.000000 Penalty: 1101.236572
	Iteration 118Q: 3 clusters Score -1.121522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -11215231.000000 Penalty: 1101.236572
	Iteration 119Q: 3 clusters Score -1.121523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -11215237.000000 Penalty: 1101.236572
	Iteration 120F: 3 clusters Score -1.121524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -11215232.000000 Penalty: 1101.236572
	Iteration 121Q: 3 clusters Score -1.121523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -11215211.000000 Penalty: 1101.236572
	Iteration 122Q: 3 clusters Score -1.121521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -11215208.000000 Penalty: 1101.236572
	Iteration 123Q: 3 clusters Score -1.121521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -11215215.000000 Penalty: 1101.236572
	Iteration 124Q: 3 clusters Score -1.121522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -11215190.000000 Penalty: 1101.236572
	Iteration 125Q: 3 clusters Score -1.121519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -11215205.000000 Penalty: 1101.236572
	Iteration 126Q: 3 clusters Score -1.12152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -11215205.000000 Penalty: 1101.236572
	Iteration 127F: 3 clusters Score -1.12152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Entering Unmasked Estep 
Score: -976614.437500 Penalty: 438.624908
	Iteration 0F: 2 clusters Score -976614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -966461.125000 Penalty: 877.249817
	Iteration 0F: 3 clusters Score -966461.1 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -970902.250000 Penalty: 877.249817
	Iteration 1F: 3 clusters Score -970902.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -971380.375000 Penalty: 877.249817
	Iteration 2F: 3 clusters Score -971380.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -971946.750000 Penalty: 877.249817
	Iteration 3F: 3 clusters Score -971946.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -972636.750000 Penalty: 877.249817
	Iteration 4F: 3 clusters Score -972636.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -973410.312500 Penalty: 877.249817
	Iteration 5F: 3 clusters Score -973410.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -974073.750000 Penalty: 877.249817
	Iteration 6F: 3 clusters Score -974073.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -974473.250000 Penalty: 877.249817
	Iteration 7Q: 3 clusters Score -974473.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -974695.937500 Penalty: 877.249817
	Iteration 8Q: 3 clusters Score -974695.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -974860.562500 Penalty: 877.249817
	Iteration 9Q: 3 clusters Score -974860.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -975004.625000 Penalty: 877.249817
	Iteration 10Q: 3 clusters Score -975004.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -975138.500000 Penalty: 877.249817
	Iteration 11Q: 3 clusters Score -975138.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -975290.312500 Penalty: 877.249817
	Iteration 12Q: 3 clusters Score -975290.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -975459.437500 Penalty: 877.249817
	Iteration 13Q: 3 clusters Score -975459.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -975652.875000 Penalty: 877.249817
	Iteration 14Q: 3 clusters Score -975652.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -975864.062500 Penalty: 877.249817
	Iteration 15Q: 3 clusters Score -975864.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -976050.500000 Penalty: 877.249817
	Iteration 16Q: 3 clusters Score -976050.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -976198.500000 Penalty: 877.249817
	Iteration 17Q: 3 clusters Score -976198.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -976302.562500 Penalty: 877.249817
	Iteration 18Q: 3 clusters Score -976302.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -976371.500000 Penalty: 877.249817
	Iteration 19Q: 3 clusters Score -976371.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -976413.875000 Penalty: 877.249817
	Iteration 20F: 3 clusters Score -976413.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -976452.687500 Penalty: 877.249817
	Iteration 21Q: 3 clusters Score -976452.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -976482.062500 Penalty: 877.249817
	Iteration 22Q: 3 clusters Score -976482.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -976506.187500 Penalty: 877.249817
	Iteration 23Q: 3 clusters Score -976506.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -976535.875000 Penalty: 877.249817
	Iteration 24Q: 3 clusters Score -976535.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -976551.375000 Penalty: 877.249817
	Iteration 25Q: 3 clusters Score -976551.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -976567.062500 Penalty: 877.249817
	Iteration 26Q: 3 clusters Score -976567.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -976579.875000 Penalty: 877.249817
	Iteration 27Q: 3 clusters Score -976579.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -976585.312500 Penalty: 877.249817
	Iteration 28Q: 3 clusters Score -976585.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -976589.000000 Penalty: 877.249817
	Iteration 29Q: 3 clusters Score -976589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -976592.937500 Penalty: 877.249817
	Iteration 30Q: 3 clusters Score -976592.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -976595.375000 Penalty: 877.249817
	Iteration 31Q: 3 clusters Score -976595.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -976599.250000 Penalty: 877.249817
	Iteration 32Q: 3 clusters Score -976599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -976601.000000 Penalty: 877.249817
	Iteration 33Q: 3 clusters Score -976601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -976600.187500 Penalty: 877.249817
	Iteration 34Q: 3 clusters Score -976600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -976599.500000 Penalty: 877.249817
	Iteration 35Q: 3 clusters Score -976599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -976599.812500 Penalty: 877.249817
	Iteration 36Q: 3 clusters Score -976599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -976600.125000 Penalty: 877.249817
	Iteration 37Q: 3 clusters Score -976600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -976600.125000 Penalty: 877.249817
	Iteration 38F: 3 clusters Score -976600.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Entering Unmasked Estep 
Score: -567213.375000 Penalty: 417.364471
	Iteration 0F: 2 clusters Score -567213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -560750.500000 Penalty: 834.728943
	Iteration 0F: 3 clusters Score -560750.5 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -563787.875000 Penalty: 834.728943
	Iteration 1F: 3 clusters Score -563787.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -564823.437500 Penalty: 834.728943
	Iteration 2F: 3 clusters Score -564823.4 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -566043.312500 Penalty: 834.728943
	Iteration 3F: 3 clusters Score -566043.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -566924.812500 Penalty: 834.728943
	Iteration 4F: 3 clusters Score -566924.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -567309.187500 Penalty: 834.728943
	Iteration 5Q: 3 clusters Score -567309.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -567476.375000 Penalty: 834.728943
	Iteration 6Q: 3 clusters Score -567476.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -567579.250000 Penalty: 834.728943
	Iteration 7Q: 3 clusters Score -567579.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -567629.500000 Penalty: 834.728943
	Iteration 8Q: 3 clusters Score -567629.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -567656.875000 Penalty: 834.728943
	Iteration 9Q: 3 clusters Score -567656.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -567670.375000 Penalty: 834.728943
	Iteration 10Q: 3 clusters Score -567670.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -567677.375000 Penalty: 834.728943
	Iteration 11Q: 3 clusters Score -567677.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -567682.937500 Penalty: 834.728943
	Iteration 12Q: 3 clusters Score -567682.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -567688.750000 Penalty: 834.728943
	Iteration 13Q: 3 clusters Score -567688.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -567691.375000 Penalty: 834.728943
	Iteration 14Q: 3 clusters Score -567691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -567694.062500 Penalty: 834.728943
	Iteration 15Q: 3 clusters Score -567694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -567696.750000 Penalty: 834.728943
	Iteration 16Q: 3 clusters Score -567696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -567696.500000 Penalty: 834.728943
	Iteration 17Q: 3 clusters Score -567696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -567695.562500 Penalty: 834.728943
	Iteration 18Q: 3 clusters Score -567695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -567695.312500 Penalty: 834.728943
	Iteration 19Q: 3 clusters Score -567695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -567695.312500 Penalty: 834.728943
	Iteration 20F: 3 clusters Score -567695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Mstep: Class 25 contains 948 members 
Entering Unmasked Estep 
Score: -42135452.000000 Penalty: 15304.101562
Splitting cluster 16 changes total score from -42129668.000000 to -42135452.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (80976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Entering Unmasked Estep 
Score: -4872264.000000 Penalty: 514.236816
	Iteration 0F: 2 clusters Score -4872264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -4818178.000000 Penalty: 1028.473633
	Iteration 0F: 3 clusters Score -4818178 nChanged 39426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4842378.000000 Penalty: 1028.473633
	Iteration 1F: 3 clusters Score -4842378 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -4843719.500000 Penalty: 1028.473633
	Iteration 2Q: 3 clusters Score -4843720 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -4845551.000000 Penalty: 1028.473633
	Iteration 3F: 3 clusters Score -4845551 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -4848065.500000 Penalty: 1028.473633
	Iteration 4F: 3 clusters Score -4848066 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -4851471.000000 Penalty: 1028.473633
	Iteration 5F: 3 clusters Score -4851471 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -4855581.500000 Penalty: 1028.473633
	Iteration 6F: 3 clusters Score -4855582 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -4859371.000000 Penalty: 1028.473633
	Iteration 7F: 3 clusters Score -4859371 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -4861595.500000 Penalty: 1028.473633
	Iteration 8F: 3 clusters Score -4861596 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -4862533.000000 Penalty: 1028.473633
	Iteration 9Q: 3 clusters Score -4862533 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -4862851.500000 Penalty: 1028.473633
	Iteration 10Q: 3 clusters Score -4862852 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -4863026.000000 Penalty: 1028.473633
	Iteration 11Q: 3 clusters Score -4863026 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -4863147.000000 Penalty: 1028.473633
	Iteration 12Q: 3 clusters Score -4863147 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -4863271.000000 Penalty: 1028.473633
	Iteration 13Q: 3 clusters Score -4863271 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -4863428.500000 Penalty: 1028.473633
	Iteration 14Q: 3 clusters Score -4863428 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -4863568.500000 Penalty: 1028.473633
	Iteration 15Q: 3 clusters Score -4863568 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -4863829.000000 Penalty: 1028.473633
	Iteration 16Q: 3 clusters Score -4863829 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -4864203.500000 Penalty: 1028.473633
	Iteration 17Q: 3 clusters Score -4864204 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -4864790.000000 Penalty: 1028.473633
	Iteration 18Q: 3 clusters Score -4864790 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -4865420.500000 Penalty: 1028.473633
	Iteration 19Q: 3 clusters Score -4865420 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -4866043.000000 Penalty: 1028.473633
	Iteration 20F: 3 clusters Score -4866043 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -4866556.000000 Penalty: 1028.473633
	Iteration 21Q: 3 clusters Score -4866556 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -4867090.500000 Penalty: 1028.473633
	Iteration 22Q: 3 clusters Score -4867090 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -4867436.500000 Penalty: 1028.473633
	Iteration 23Q: 3 clusters Score -4867436 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -4867662.500000 Penalty: 1028.473633
	Iteration 24Q: 3 clusters Score -4867662 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -4867771.000000 Penalty: 1028.473633
	Iteration 25Q: 3 clusters Score -4867771 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -4867838.500000 Penalty: 1028.473633
	Iteration 26Q: 3 clusters Score -4867838 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -4867927.500000 Penalty: 1028.473633
	Iteration 27Q: 3 clusters Score -4867928 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -4867962.500000 Penalty: 1028.473633
	Iteration 28Q: 3 clusters Score -4867962 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -4867978.000000 Penalty: 1028.473633
	Iteration 29Q: 3 clusters Score -4867978 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -4868027.000000 Penalty: 1028.473633
	Iteration 30Q: 3 clusters Score -4868027 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -4868067.000000 Penalty: 1028.473633
	Iteration 31Q: 3 clusters Score -4868067 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -4868099.000000 Penalty: 1028.473633
	Iteration 32Q: 3 clusters Score -4868099 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -4868125.000000 Penalty: 1028.473633
	Iteration 33Q: 3 clusters Score -4868125 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -4868176.000000 Penalty: 1028.473633
	Iteration 34Q: 3 clusters Score -4868176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -4868212.500000 Penalty: 1028.473633
	Iteration 35Q: 3 clusters Score -4868212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -4868215.000000 Penalty: 1028.473633
	Iteration 36Q: 3 clusters Score -4868215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -4868223.500000 Penalty: 1028.473633
	Iteration 37Q: 3 clusters Score -4868224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -4868239.000000 Penalty: 1028.473633
	Iteration 38Q: 3 clusters Score -4868239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -4868264.500000 Penalty: 1028.473633
	Iteration 39Q: 3 clusters Score -4868264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -4868292.500000 Penalty: 1028.473633
	Iteration 40F: 3 clusters Score -4868292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -4868330.000000 Penalty: 1028.473633
	Iteration 41Q: 3 clusters Score -4868330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -4868364.000000 Penalty: 1028.473633
	Iteration 42Q: 3 clusters Score -4868364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -4868377.500000 Penalty: 1028.473633
	Iteration 43Q: 3 clusters Score -4868378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -4868411.500000 Penalty: 1028.473633
	Iteration 44Q: 3 clusters Score -4868412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -4868414.500000 Penalty: 1028.473633
	Iteration 45Q: 3 clusters Score -4868414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -4868433.500000 Penalty: 1028.473633
	Iteration 46Q: 3 clusters Score -4868434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -4868439.500000 Penalty: 1028.473633
	Iteration 47Q: 3 clusters Score -4868440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -4868444.000000 Penalty: 1028.473633
	Iteration 48Q: 3 clusters Score -4868444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -4868453.500000 Penalty: 1028.473633
	Iteration 49Q: 3 clusters Score -4868454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -4868463.500000 Penalty: 1028.473633
	Iteration 50Q: 3 clusters Score -4868464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -4868480.000000 Penalty: 1028.473633
	Iteration 51Q: 3 clusters Score -4868480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -4868468.000000 Penalty: 1028.473633
	Iteration 52Q: 3 clusters Score -4868468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -4868465.500000 Penalty: 1028.473633
	Iteration 53Q: 3 clusters Score -4868466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -4868463.000000 Penalty: 1028.473633
	Iteration 54Q: 3 clusters Score -4868463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -4868467.000000 Penalty: 1028.473633
	Iteration 55Q: 3 clusters Score -4868467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -4868465.000000 Penalty: 1028.473633
	Iteration 56Q: 3 clusters Score -4868465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -4868450.500000 Penalty: 1028.473633
	Iteration 57Q: 3 clusters Score -4868450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -4868458.500000 Penalty: 1028.473633
	Iteration 58Q: 3 clusters Score -4868458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -4868460.000000 Penalty: 1028.473633
	Iteration 59Q: 3 clusters Score -4868460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -4868471.000000 Penalty: 1028.473633
	Iteration 60F: 3 clusters Score -4868471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -4868483.000000 Penalty: 1028.473633
	Iteration 61Q: 3 clusters Score -4868483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -4868478.500000 Penalty: 1028.473633
	Iteration 62Q: 3 clusters Score -4868478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -4868483.000000 Penalty: 1028.473633
	Iteration 63Q: 3 clusters Score -4868483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -4868497.000000 Penalty: 1028.473633
	Iteration 64Q: 3 clusters Score -4868497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -4868502.000000 Penalty: 1028.473633
	Iteration 65Q: 3 clusters Score -4868502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -4868508.500000 Penalty: 1028.473633
	Iteration 66Q: 3 clusters Score -4868508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -4868511.500000 Penalty: 1028.473633
	Iteration 67Q: 3 clusters Score -4868512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -4868513.000000 Penalty: 1028.473633
	Iteration 68Q: 3 clusters Score -4868513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -4868506.000000 Penalty: 1028.473633
	Iteration 69Q: 3 clusters Score -4868506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -4868515.500000 Penalty: 1028.473633
	Iteration 70Q: 3 clusters Score -4868516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -4868527.000000 Penalty: 1028.473633
	Iteration 71Q: 3 clusters Score -4868527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -4868528.000000 Penalty: 1028.473633
	Iteration 72Q: 3 clusters Score -4868528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -4868524.000000 Penalty: 1028.473633
	Iteration 73Q: 3 clusters Score -4868524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -4868526.500000 Penalty: 1028.473633
	Iteration 74Q: 3 clusters Score -4868526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -4868533.000000 Penalty: 1028.473633
	Iteration 75Q: 3 clusters Score -4868533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -4868536.000000 Penalty: 1028.473633
	Iteration 76Q: 3 clusters Score -4868536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -4868536.500000 Penalty: 1028.473633
	Iteration 77Q: 3 clusters Score -4868536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -4868543.000000 Penalty: 1028.473633
	Iteration 78Q: 3 clusters Score -4868543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -4868539.000000 Penalty: 1028.473633
	Iteration 79Q: 3 clusters Score -4868539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -4868544.000000 Penalty: 1028.473633
	Iteration 80F: 3 clusters Score -4868544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -4868548.000000 Penalty: 1028.473633
	Iteration 81Q: 3 clusters Score -4868548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -4868550.000000 Penalty: 1028.473633
	Iteration 82Q: 3 clusters Score -4868550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -4868556.500000 Penalty: 1028.473633
	Iteration 83Q: 3 clusters Score -4868556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -4868567.500000 Penalty: 1028.473633
	Iteration 84Q: 3 clusters Score -4868568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -4868571.500000 Penalty: 1028.473633
	Iteration 85Q: 3 clusters Score -4868572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -4868570.500000 Penalty: 1028.473633
	Iteration 86Q: 3 clusters Score -4868570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -4868578.000000 Penalty: 1028.473633
	Iteration 87Q: 3 clusters Score -4868578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -4868583.000000 Penalty: 1028.473633
	Iteration 88Q: 3 clusters Score -4868583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -4868584.500000 Penalty: 1028.473633
	Iteration 89Q: 3 clusters Score -4868584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -4868581.500000 Penalty: 1028.473633
	Iteration 90Q: 3 clusters Score -4868582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -4868586.000000 Penalty: 1028.473633
	Iteration 91Q: 3 clusters Score -4868586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -4868581.500000 Penalty: 1028.473633
	Iteration 92Q: 3 clusters Score -4868582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -4868589.000000 Penalty: 1028.473633
	Iteration 93Q: 3 clusters Score -4868589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -4868588.500000 Penalty: 1028.473633
	Iteration 94Q: 3 clusters Score -4868588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -4868593.500000 Penalty: 1028.473633
	Iteration 95Q: 3 clusters Score -4868594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -4868592.000000 Penalty: 1028.473633
	Iteration 96Q: 3 clusters Score -4868592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -4868590.000000 Penalty: 1028.473633
	Iteration 97Q: 3 clusters Score -4868590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -4868590.000000 Penalty: 1028.473633
	Iteration 98Q: 3 clusters Score -4868590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -4868593.500000 Penalty: 1028.473633
	Iteration 99Q: 3 clusters Score -4868594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -4868585.500000 Penalty: 1028.473633
	Iteration 100F: 3 clusters Score -4868586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -4868590.000000 Penalty: 1028.473633
	Iteration 101Q: 3 clusters Score -4868590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -4868590.000000 Penalty: 1028.473633
	Iteration 102Q: 3 clusters Score -4868590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -4868583.500000 Penalty: 1028.473633
	Iteration 103Q: 3 clusters Score -4868584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -4868588.500000 Penalty: 1028.473633
	Iteration 104Q: 3 clusters Score -4868588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -4868586.500000 Penalty: 1028.473633
	Iteration 105Q: 3 clusters Score -4868586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -4868582.500000 Penalty: 1028.473633
	Iteration 106Q: 3 clusters Score -4868582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -4868585.000000 Penalty: 1028.473633
	Iteration 107Q: 3 clusters Score -4868585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -4868584.500000 Penalty: 1028.473633
	Iteration 108Q: 3 clusters Score -4868584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -4868584.500000 Penalty: 1028.473633
	Iteration 109F: 3 clusters Score -4868584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -218673.062500 Penalty: 373.237885
	Iteration 0F: 2 clusters Score -218673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -216137.171875 Penalty: 746.475769
	Iteration 0F: 3 clusters Score -216137.2 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -217212.765625 Penalty: 746.475769
	Iteration 1F: 3 clusters Score -217212.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -217521.937500 Penalty: 746.475769
	Iteration 2F: 3 clusters Score -217521.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -217836.781250 Penalty: 746.475769
	Iteration 3F: 3 clusters Score -217836.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -218002.250000 Penalty: 746.475769
	Iteration 4F: 3 clusters Score -218002.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -218087.515625 Penalty: 746.475769
	Iteration 5Q: 3 clusters Score -218087.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -218118.984375 Penalty: 746.475769
	Iteration 6Q: 3 clusters Score -218119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -218137.843750 Penalty: 746.475769
	Iteration 7Q: 3 clusters Score -218137.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -218155.703125 Penalty: 746.475769
	Iteration 8Q: 3 clusters Score -218155.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -218170.515625 Penalty: 746.475769
	Iteration 9Q: 3 clusters Score -218170.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -218180.171875 Penalty: 746.475769
	Iteration 10Q: 3 clusters Score -218180.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -218192.453125 Penalty: 746.475769
	Iteration 11Q: 3 clusters Score -218192.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -218211.843750 Penalty: 746.475769
	Iteration 12Q: 3 clusters Score -218211.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -218234.265625 Penalty: 746.475769
	Iteration 13Q: 3 clusters Score -218234.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -218262.921875 Penalty: 746.475769
	Iteration 14Q: 3 clusters Score -218262.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -218309.093750 Penalty: 746.475769
	Iteration 15Q: 3 clusters Score -218309.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -218358.156250 Penalty: 746.475769
	Iteration 16Q: 3 clusters Score -218358.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -218420.125000 Penalty: 746.475769
	Iteration 17Q: 3 clusters Score -218420.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -218483.906250 Penalty: 746.475769
	Iteration 18Q: 3 clusters Score -218483.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -218575.890625 Penalty: 746.475769
	Iteration 19Q: 3 clusters Score -218575.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -218684.343750 Penalty: 746.475769
	Iteration 20F: 3 clusters Score -218684.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -218792.578125 Penalty: 746.475769
	Iteration 21Q: 3 clusters Score -218792.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -218893.218750 Penalty: 746.475769
	Iteration 22Q: 3 clusters Score -218893.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -219012.843750 Penalty: 746.475769
	Iteration 23Q: 3 clusters Score -219012.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -219123.546875 Penalty: 746.475769
	Iteration 24Q: 3 clusters Score -219123.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -219217.703125 Penalty: 746.475769
	Iteration 25Q: 3 clusters Score -219217.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -219241.234375 Penalty: 746.475769
	Iteration 26Q: 3 clusters Score -219241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -219255.359375 Penalty: 746.475769
	Iteration 27Q: 3 clusters Score -219255.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -219264.953125 Penalty: 746.475769
	Iteration 28Q: 3 clusters Score -219265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -219271.968750 Penalty: 746.475769
	Iteration 29Q: 3 clusters Score -219272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -219280.250000 Penalty: 746.475769
	Iteration 30Q: 3 clusters Score -219280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -219290.328125 Penalty: 746.475769
	Iteration 31Q: 3 clusters Score -219290.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -219299.687500 Penalty: 746.475769
	Iteration 32Q: 3 clusters Score -219299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -219311.031250 Penalty: 746.475769
	Iteration 33Q: 3 clusters Score -219311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -219331.609375 Penalty: 746.475769
	Iteration 34Q: 3 clusters Score -219331.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -219354.984375 Penalty: 746.475769
	Iteration 35Q: 3 clusters Score -219355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -219365.203125 Penalty: 746.475769
	Iteration 36Q: 3 clusters Score -219365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -219376.765625 Penalty: 746.475769
	Iteration 37Q: 3 clusters Score -219376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -219383.937500 Penalty: 746.475769
	Iteration 38Q: 3 clusters Score -219383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -219385.531250 Penalty: 746.475769
	Iteration 39Q: 3 clusters Score -219385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -219386.468750 Penalty: 746.475769
	Iteration 40F: 3 clusters Score -219386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -219386.609375 Penalty: 746.475769
	Iteration 41Q: 3 clusters Score -219386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -219386.984375 Penalty: 746.475769
	Iteration 42Q: 3 clusters Score -219387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -219386.984375 Penalty: 746.475769
	Iteration 43F: 3 clusters Score -219387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 3294 members 
Entering Unmasked Estep 
Score: -42135964.000000 Penalty: 15916.265625
Splitting cluster 18 changes total score from -42129668.000000 to -42135964.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -227029.625000 Penalty: 378.602539
	Iteration 0F: 2 clusters Score -227029.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -224242.296875 Penalty: 757.205078
	Iteration 0F: 3 clusters Score -224242.3 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -225941.375000 Penalty: 757.205078
	Iteration 1F: 3 clusters Score -225941.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -226609.000000 Penalty: 757.205078
	Iteration 2F: 3 clusters Score -226609 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -227024.125000 Penalty: 757.205078
	Iteration 3F: 3 clusters Score -227024.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -227210.531250 Penalty: 757.205078
	Iteration 4F: 3 clusters Score -227210.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -227269.734375 Penalty: 757.205078
	Iteration 5Q: 3 clusters Score -227269.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -227289.000000 Penalty: 757.205078
	Iteration 6Q: 3 clusters Score -227289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -227300.328125 Penalty: 757.205078
	Iteration 7Q: 3 clusters Score -227300.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -227310.421875 Penalty: 757.205078
	Iteration 8Q: 3 clusters Score -227310.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -227318.890625 Penalty: 757.205078
	Iteration 9Q: 3 clusters Score -227318.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -227325.453125 Penalty: 757.205078
	Iteration 10Q: 3 clusters Score -227325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -227327.921875 Penalty: 757.205078
	Iteration 11Q: 3 clusters Score -227327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -227329.687500 Penalty: 757.205078
	Iteration 12Q: 3 clusters Score -227329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -227330.468750 Penalty: 757.205078
	Iteration 13Q: 3 clusters Score -227330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -227331.312500 Penalty: 757.205078
	Iteration 14Q: 3 clusters Score -227331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -227331.671875 Penalty: 757.205078
	Iteration 15Q: 3 clusters Score -227331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -227332.234375 Penalty: 757.205078
	Iteration 16Q: 3 clusters Score -227332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -227332.171875 Penalty: 757.205078
	Iteration 17Q: 3 clusters Score -227332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -227332.453125 Penalty: 757.205078
	Iteration 18Q: 3 clusters Score -227332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -227332.828125 Penalty: 757.205078
	Iteration 19Q: 3 clusters Score -227332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -227332.921875 Penalty: 757.205078
	Iteration 20F: 3 clusters Score -227332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -227333.656250 Penalty: 757.205078
	Iteration 21Q: 3 clusters Score -227333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -227333.859375 Penalty: 757.205078
	Iteration 22Q: 3 clusters Score -227333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -227334.265625 Penalty: 757.205078
	Iteration 23Q: 3 clusters Score -227334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -227334.296875 Penalty: 757.205078
	Iteration 24Q: 3 clusters Score -227334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -227334.640625 Penalty: 757.205078
	Iteration 25Q: 3 clusters Score -227334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -227334.687500 Penalty: 757.205078
	Iteration 26Q: 3 clusters Score -227334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -227334.687500 Penalty: 757.205078
	Iteration 27F: 3 clusters Score -227334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 58494 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 3294 members 
Mstep: Class 27 contains 3619 members 
Entering Unmasked Estep 
Score: -42135992.000000 Penalty: 16528.429688
Splitting cluster 19 changes total score from -42129668.000000 to -42135992.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (58494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Entering Unmasked Estep 
Score: -3798991.250000 Penalty: 499.438934
	Iteration 0F: 2 clusters Score -3798991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3767609.250000 Penalty: 998.877869
	Iteration 0F: 3 clusters Score -3767609 nChanged 28490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3785758.000000 Penalty: 998.877869
	Iteration 1F: 3 clusters Score -3785758 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3787493.250000 Penalty: 998.877869
	Iteration 2F: 3 clusters Score -3787493 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -3789765.000000 Penalty: 998.877869
	Iteration 3F: 3 clusters Score -3789765 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -3792518.250000 Penalty: 998.877869
	Iteration 4F: 3 clusters Score -3792518 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -3795251.500000 Penalty: 998.877869
	Iteration 5F: 3 clusters Score -3795252 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -3797177.750000 Penalty: 998.877869
	Iteration 6F: 3 clusters Score -3797178 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -3798092.000000 Penalty: 998.877869
	Iteration 7Q: 3 clusters Score -3798092 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -3798597.500000 Penalty: 998.877869
	Iteration 8Q: 3 clusters Score -3798598 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -3798867.000000 Penalty: 998.877869
	Iteration 9Q: 3 clusters Score -3798867 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -3799122.500000 Penalty: 998.877869
	Iteration 10Q: 3 clusters Score -3799122 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -3799360.250000 Penalty: 998.877869
	Iteration 11Q: 3 clusters Score -3799360 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -3799526.500000 Penalty: 998.877869
	Iteration 12Q: 3 clusters Score -3799526 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -3799610.500000 Penalty: 998.877869
	Iteration 13Q: 3 clusters Score -3799610 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -3799745.500000 Penalty: 998.877869
	Iteration 14Q: 3 clusters Score -3799746 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -3799856.750000 Penalty: 998.877869
	Iteration 15Q: 3 clusters Score -3799857 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -3799922.500000 Penalty: 998.877869
	Iteration 16Q: 3 clusters Score -3799922 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -3800003.750000 Penalty: 998.877869
	Iteration 17Q: 3 clusters Score -3800004 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -3799996.750000 Penalty: 998.877869
	Iteration 18Q: 3 clusters Score -3799997 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -3800041.250000 Penalty: 998.877869
	Iteration 19Q: 3 clusters Score -3800041 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -3800094.750000 Penalty: 998.877869
	Iteration 20F: 3 clusters Score -3800095 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -3800128.250000 Penalty: 998.877869
	Iteration 21Q: 3 clusters Score -3800128 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -3800134.250000 Penalty: 998.877869
	Iteration 22Q: 3 clusters Score -3800134 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -3800171.750000 Penalty: 998.877869
	Iteration 23Q: 3 clusters Score -3800172 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -3800165.250000 Penalty: 998.877869
	Iteration 24Q: 3 clusters Score -3800165 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -3800159.500000 Penalty: 998.877869
	Iteration 25Q: 3 clusters Score -3800160 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -3800201.750000 Penalty: 998.877869
	Iteration 26Q: 3 clusters Score -3800202 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -3800180.000000 Penalty: 998.877869
	Iteration 27Q: 3 clusters Score -3800180 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -3800262.750000 Penalty: 998.877869
	Iteration 28Q: 3 clusters Score -3800263 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -3800300.500000 Penalty: 998.877869
	Iteration 29Q: 3 clusters Score -3800300 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -3800254.250000 Penalty: 998.877869
	Iteration 30Q: 3 clusters Score -3800254 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -3800238.750000 Penalty: 998.877869
	Iteration 31Q: 3 clusters Score -3800239 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -3800221.250000 Penalty: 998.877869
	Iteration 32Q: 3 clusters Score -3800221 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -3800237.000000 Penalty: 998.877869
	Iteration 33Q: 3 clusters Score -3800237 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -3800225.750000 Penalty: 998.877869
	Iteration 34Q: 3 clusters Score -3800226 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -3800269.750000 Penalty: 998.877869
	Iteration 35Q: 3 clusters Score -3800270 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -3800343.750000 Penalty: 998.877869
	Iteration 36Q: 3 clusters Score -3800344 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -3800391.750000 Penalty: 998.877869
	Iteration 37Q: 3 clusters Score -3800392 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -3800424.500000 Penalty: 998.877869
	Iteration 38Q: 3 clusters Score -3800424 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -3800448.500000 Penalty: 998.877869
	Iteration 39Q: 3 clusters Score -3800448 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -3800481.250000 Penalty: 998.877869
	Iteration 40F: 3 clusters Score -3800481 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -3800435.750000 Penalty: 998.877869
	Iteration 41Q: 3 clusters Score -3800436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -3800374.500000 Penalty: 998.877869
	Iteration 42Q: 3 clusters Score -3800374 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -3800381.500000 Penalty: 998.877869
	Iteration 43Q: 3 clusters Score -3800382 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -3800384.250000 Penalty: 998.877869
	Iteration 44Q: 3 clusters Score -3800384 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -3800389.250000 Penalty: 998.877869
	Iteration 45Q: 3 clusters Score -3800389 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -3800374.250000 Penalty: 998.877869
	Iteration 46Q: 3 clusters Score -3800374 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -3800383.250000 Penalty: 998.877869
	Iteration 47Q: 3 clusters Score -3800383 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -3800381.500000 Penalty: 998.877869
	Iteration 48Q: 3 clusters Score -3800382 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3800376.250000 Penalty: 998.877869
	Iteration 49Q: 3 clusters Score -3800376 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3800392.750000 Penalty: 998.877869
	Iteration 50Q: 3 clusters Score -3800393 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -3800355.500000 Penalty: 998.877869
	Iteration 51Q: 3 clusters Score -3800356 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3800313.000000 Penalty: 998.877869
	Iteration 52Q: 3 clusters Score -3800313 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -3800224.500000 Penalty: 998.877869
	Iteration 53Q: 3 clusters Score -3800224 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -3800170.750000 Penalty: 998.877869
	Iteration 54Q: 3 clusters Score -3800171 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3800068.000000 Penalty: 998.877869
	Iteration 55Q: 3 clusters Score -3800068 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3799987.750000 Penalty: 998.877869
	Iteration 56Q: 3 clusters Score -3799988 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3799823.500000 Penalty: 998.877869
	Iteration 57Q: 3 clusters Score -3799824 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3799625.750000 Penalty: 998.877869
	Iteration 58Q: 3 clusters Score -3799626 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3799396.750000 Penalty: 998.877869
	Iteration 59Q: 3 clusters Score -3799397 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3799457.500000 Penalty: 998.877869
	Iteration 60F: 3 clusters Score -3799458 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3799405.250000 Penalty: 998.877869
	Iteration 61Q: 3 clusters Score -3799405 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3799166.000000 Penalty: 998.877869
	Iteration 62Q: 3 clusters Score -3799166 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3798461.250000 Penalty: 998.877869
	Iteration 63Q: 3 clusters Score -3798461 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3797261.000000 Penalty: 998.877869
	Iteration 64Q: 3 clusters Score -3797261 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3796393.000000 Penalty: 998.877869
	Iteration 65Q: 3 clusters Score -3796393 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3796000.750000 Penalty: 998.877869
	Iteration 66Q: 3 clusters Score -3796001 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3796062.750000 Penalty: 998.877869
	Iteration 67Q: 3 clusters Score -3796063 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3796319.000000 Penalty: 998.877869
	Iteration 68Q: 3 clusters Score -3796319 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -3796507.500000 Penalty: 998.877869
	Iteration 69Q: 3 clusters Score -3796508 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3797032.750000 Penalty: 998.877869
	Iteration 70Q: 3 clusters Score -3797033 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3797544.250000 Penalty: 998.877869
	Iteration 71Q: 3 clusters Score -3797544 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3797882.750000 Penalty: 998.877869
	Iteration 72Q: 3 clusters Score -3797883 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3798106.750000 Penalty: 998.877869
	Iteration 73Q: 3 clusters Score -3798107 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3798304.500000 Penalty: 998.877869
	Iteration 74Q: 3 clusters Score -3798304 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3798489.500000 Penalty: 998.877869
	Iteration 75Q: 3 clusters Score -3798490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3798662.500000 Penalty: 998.877869
	Iteration 76Q: 3 clusters Score -3798662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3798760.250000 Penalty: 998.877869
	Iteration 77Q: 3 clusters Score -3798760 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3798874.750000 Penalty: 998.877869
	Iteration 78Q: 3 clusters Score -3798875 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3798937.250000 Penalty: 998.877869
	Iteration 79Q: 3 clusters Score -3798937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3799423.000000 Penalty: 998.877869
	Iteration 80F: 3 clusters Score -3799423 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3799549.750000 Penalty: 998.877869
	Iteration 81Q: 3 clusters Score -3799550 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3799636.000000 Penalty: 998.877869
	Iteration 82Q: 3 clusters Score -3799636 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3799670.500000 Penalty: 998.877869
	Iteration 83Q: 3 clusters Score -3799670 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3799706.500000 Penalty: 998.877869
	Iteration 84Q: 3 clusters Score -3799706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3799736.500000 Penalty: 998.877869
	Iteration 85Q: 3 clusters Score -3799736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3799730.000000 Penalty: 998.877869
	Iteration 86Q: 3 clusters Score -3799730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3799723.250000 Penalty: 998.877869
	Iteration 87Q: 3 clusters Score -3799723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3799723.750000 Penalty: 998.877869
	Iteration 88Q: 3 clusters Score -3799724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3799729.500000 Penalty: 998.877869
	Iteration 89Q: 3 clusters Score -3799730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3799744.500000 Penalty: 998.877869
	Iteration 90Q: 3 clusters Score -3799744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3799737.750000 Penalty: 998.877869
	Iteration 91Q: 3 clusters Score -3799738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3799740.000000 Penalty: 998.877869
	Iteration 92Q: 3 clusters Score -3799740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3799747.750000 Penalty: 998.877869
	Iteration 93Q: 3 clusters Score -3799748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3799741.500000 Penalty: 998.877869
	Iteration 94Q: 3 clusters Score -3799742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3799759.750000 Penalty: 998.877869
	Iteration 95Q: 3 clusters Score -3799760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3799767.500000 Penalty: 998.877869
	Iteration 96Q: 3 clusters Score -3799768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3799765.000000 Penalty: 998.877869
	Iteration 97Q: 3 clusters Score -3799765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3799754.750000 Penalty: 998.877869
	Iteration 98Q: 3 clusters Score -3799755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3799745.750000 Penalty: 998.877869
	Iteration 99Q: 3 clusters Score -3799746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3799738.500000 Penalty: 998.877869
	Iteration 100F: 3 clusters Score -3799738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3799739.750000 Penalty: 998.877869
	Iteration 101Q: 3 clusters Score -3799740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3799739.500000 Penalty: 998.877869
	Iteration 102Q: 3 clusters Score -3799740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3799749.000000 Penalty: 998.877869
	Iteration 103Q: 3 clusters Score -3799749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3799756.250000 Penalty: 998.877869
	Iteration 104Q: 3 clusters Score -3799756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3799750.750000 Penalty: 998.877869
	Iteration 105Q: 3 clusters Score -3799751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3799746.500000 Penalty: 998.877869
	Iteration 106Q: 3 clusters Score -3799746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3799747.250000 Penalty: 998.877869
	Iteration 107Q: 3 clusters Score -3799747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3799736.000000 Penalty: 998.877869
	Iteration 108Q: 3 clusters Score -3799736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3799736.250000 Penalty: 998.877869
	Iteration 109Q: 3 clusters Score -3799736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3799730.000000 Penalty: 998.877869
	Iteration 110Q: 3 clusters Score -3799730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3799723.250000 Penalty: 998.877869
	Iteration 111Q: 3 clusters Score -3799723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3799724.000000 Penalty: 998.877869
	Iteration 112Q: 3 clusters Score -3799724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3799724.000000 Penalty: 998.877869
	Iteration 113F: 3 clusters Score -3799724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 52122 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 54200 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 3294 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 6372 members 
Entering Unmasked Estep 
Score: -42136276.000000 Penalty: 17140.593750
Splitting cluster 20 changes total score from -42129668.000000 to -42136276.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -249887.921875 Penalty: 382.168610
	Iteration 0F: 2 clusters Score -249887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -246883.546875 Penalty: 764.337219
	Iteration 0F: 3 clusters Score -246883.5 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -247903.109375 Penalty: 764.337219
	Iteration 1F: 3 clusters Score -247903.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -248041.734375 Penalty: 764.337219
	Iteration 2F: 3 clusters Score -248041.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -248207.640625 Penalty: 764.337219
	Iteration 3F: 3 clusters Score -248207.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -248394.343750 Penalty: 764.337219
	Iteration 4F: 3 clusters Score -248394.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -248571.750000 Penalty: 764.337219
	Iteration 5F: 3 clusters Score -248571.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -248767.140625 Penalty: 764.337219
	Iteration 6F: 3 clusters Score -248767.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -248981.000000 Penalty: 764.337219
	Iteration 7F: 3 clusters Score -248981 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -249153.078125 Penalty: 764.337219
	Iteration 8Q: 3 clusters Score -249153.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -249278.750000 Penalty: 764.337219
	Iteration 9Q: 3 clusters Score -249278.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -249382.468750 Penalty: 764.337219
	Iteration 10Q: 3 clusters Score -249382.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -249452.312500 Penalty: 764.337219
	Iteration 11Q: 3 clusters Score -249452.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -249502.875000 Penalty: 764.337219
	Iteration 12Q: 3 clusters Score -249502.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -249536.687500 Penalty: 764.337219
	Iteration 13Q: 3 clusters Score -249536.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -249569.593750 Penalty: 764.337219
	Iteration 14Q: 3 clusters Score -249569.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -249590.875000 Penalty: 764.337219
	Iteration 15Q: 3 clusters Score -249590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -249597.812500 Penalty: 764.337219
	Iteration 16Q: 3 clusters Score -249597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -249613.718750 Penalty: 764.337219
	Iteration 17Q: 3 clusters Score -249613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -249619.265625 Penalty: 764.337219
	Iteration 18Q: 3 clusters Score -249619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -249630.390625 Penalty: 764.337219
	Iteration 19Q: 3 clusters Score -249630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -249638.031250 Penalty: 764.337219
	Iteration 20F: 3 clusters Score -249638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -249646.656250 Penalty: 764.337219
	Iteration 21Q: 3 clusters Score -249646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -249652.140625 Penalty: 764.337219
	Iteration 22Q: 3 clusters Score -249652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -249655.953125 Penalty: 764.337219
	Iteration 23Q: 3 clusters Score -249656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -249659.718750 Penalty: 764.337219
	Iteration 24Q: 3 clusters Score -249659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -249661.531250 Penalty: 764.337219
	Iteration 25Q: 3 clusters Score -249661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -249664.062500 Penalty: 764.337219
	Iteration 26Q: 3 clusters Score -249664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -249669.640625 Penalty: 764.337219
	Iteration 27Q: 3 clusters Score -249669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -249677.390625 Penalty: 764.337219
	Iteration 28Q: 3 clusters Score -249677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -249682.156250 Penalty: 764.337219
	Iteration 29Q: 3 clusters Score -249682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -249687.703125 Penalty: 764.337219
	Iteration 30Q: 3 clusters Score -249687.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -249692.015625 Penalty: 764.337219
	Iteration 31Q: 3 clusters Score -249692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -249693.796875 Penalty: 764.337219
	Iteration 32Q: 3 clusters Score -249693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -249694.203125 Penalty: 764.337219
	Iteration 33Q: 3 clusters Score -249694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -249694.859375 Penalty: 764.337219
	Iteration 34F: 3 clusters Score -249694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -249696.343750 Penalty: 764.337219
	Iteration 35Q: 3 clusters Score -249696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -249696.984375 Penalty: 764.337219
	Iteration 36Q: 3 clusters Score -249697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -249698.828125 Penalty: 764.337219
	Iteration 37Q: 3 clusters Score -249698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -249698.750000 Penalty: 764.337219
	Iteration 38Q: 3 clusters Score -249698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -249698.750000 Penalty: 764.337219
	Iteration 39F: 3 clusters Score -249698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -139086.109375 Penalty: 349.195099
	Iteration 0F: 2 clusters Score -139086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -137514.484375 Penalty: 698.390198
	Iteration 0F: 3 clusters Score -137514.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -138047.703125 Penalty: 698.390198
	Iteration 1F: 3 clusters Score -138047.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -138115.031250 Penalty: 698.390198
	Iteration 2F: 3 clusters Score -138115 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -138159.593750 Penalty: 698.390198
	Iteration 3Q: 3 clusters Score -138159.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -138199.859375 Penalty: 698.390198
	Iteration 4Q: 3 clusters Score -138199.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -138240.109375 Penalty: 698.390198
	Iteration 5Q: 3 clusters Score -138240.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -138273.093750 Penalty: 698.390198
	Iteration 6Q: 3 clusters Score -138273.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -138312.750000 Penalty: 698.390198
	Iteration 7Q: 3 clusters Score -138312.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -138363.015625 Penalty: 698.390198
	Iteration 8Q: 3 clusters Score -138363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -138411.062500 Penalty: 698.390198
	Iteration 9Q: 3 clusters Score -138411.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -138451.421875 Penalty: 698.390198
	Iteration 10Q: 3 clusters Score -138451.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -138493.390625 Penalty: 698.390198
	Iteration 11Q: 3 clusters Score -138493.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -138534.421875 Penalty: 698.390198
	Iteration 12Q: 3 clusters Score -138534.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -138568.984375 Penalty: 698.390198
	Iteration 13Q: 3 clusters Score -138569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -138591.609375 Penalty: 698.390198
	Iteration 14Q: 3 clusters Score -138591.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -138608.015625 Penalty: 698.390198
	Iteration 15Q: 3 clusters Score -138608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138622.109375 Penalty: 698.390198
	Iteration 16Q: 3 clusters Score -138622.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -138636.296875 Penalty: 698.390198
	Iteration 17Q: 3 clusters Score -138636.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -138653.250000 Penalty: 698.390198
	Iteration 18Q: 3 clusters Score -138653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -138665.000000 Penalty: 698.390198
	Iteration 19Q: 3 clusters Score -138665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -138672.718750 Penalty: 698.390198
	Iteration 20F: 3 clusters Score -138672.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -138681.062500 Penalty: 698.390198
	Iteration 21Q: 3 clusters Score -138681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -138689.406250 Penalty: 698.390198
	Iteration 22Q: 3 clusters Score -138689.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -138700.781250 Penalty: 698.390198
	Iteration 23Q: 3 clusters Score -138700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -138706.828125 Penalty: 698.390198
	Iteration 24Q: 3 clusters Score -138706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -138711.343750 Penalty: 698.390198
	Iteration 25Q: 3 clusters Score -138711.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -138721.062500 Penalty: 698.390198
	Iteration 26Q: 3 clusters Score -138721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -138730.250000 Penalty: 698.390198
	Iteration 27Q: 3 clusters Score -138730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -138738.171875 Penalty: 698.390198
	Iteration 28Q: 3 clusters Score -138738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -138744.140625 Penalty: 698.390198
	Iteration 29Q: 3 clusters Score -138744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -138748.343750 Penalty: 698.390198
	Iteration 30Q: 3 clusters Score -138748.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -138749.031250 Penalty: 698.390198
	Iteration 31Q: 3 clusters Score -138749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -138749.765625 Penalty: 698.390198
	Iteration 32Q: 3 clusters Score -138749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -138750.171875 Penalty: 698.390198
	Iteration 33Q: 3 clusters Score -138750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -138750.343750 Penalty: 698.390198
	Iteration 34Q: 3 clusters Score -138750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -138750.343750 Penalty: 698.390198
	Iteration 35F: 3 clusters Score -138750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Entering Unmasked Estep 
Score: -3354256.500000 Penalty: 495.969849
	Iteration 0F: 2 clusters Score -3354256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3317836.000000 Penalty: 991.939697
	Iteration 0F: 3 clusters Score -3317836 nChanged 26339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3334846.250000 Penalty: 991.939697
	Iteration 1F: 3 clusters Score -3334846 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3337284.500000 Penalty: 991.939697
	Iteration 2F: 3 clusters Score -3337284 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3340692.750000 Penalty: 991.939697
	Iteration 3F: 3 clusters Score -3340693 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3344490.750000 Penalty: 991.939697
	Iteration 4F: 3 clusters Score -3344491 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3348004.750000 Penalty: 991.939697
	Iteration 5F: 3 clusters Score -3348005 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3350480.250000 Penalty: 991.939697
	Iteration 6F: 3 clusters Score -3350480 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3351631.250000 Penalty: 991.939697
	Iteration 7Q: 3 clusters Score -3351631 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3352151.750000 Penalty: 991.939697
	Iteration 8Q: 3 clusters Score -3352152 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3352449.750000 Penalty: 991.939697
	Iteration 9Q: 3 clusters Score -3352450 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3352684.500000 Penalty: 991.939697
	Iteration 10Q: 3 clusters Score -3352684 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3352859.500000 Penalty: 991.939697
	Iteration 11Q: 3 clusters Score -3352860 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3353012.750000 Penalty: 991.939697
	Iteration 12Q: 3 clusters Score -3353013 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3353139.250000 Penalty: 991.939697
	Iteration 13Q: 3 clusters Score -3353139 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3353256.000000 Penalty: 991.939697
	Iteration 14Q: 3 clusters Score -3353256 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3353362.000000 Penalty: 991.939697
	Iteration 15Q: 3 clusters Score -3353362 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3353464.000000 Penalty: 991.939697
	Iteration 16Q: 3 clusters Score -3353464 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3353551.750000 Penalty: 991.939697
	Iteration 17Q: 3 clusters Score -3353552 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3353626.000000 Penalty: 991.939697
	Iteration 18Q: 3 clusters Score -3353626 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3353707.000000 Penalty: 991.939697
	Iteration 19Q: 3 clusters Score -3353707 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3353767.250000 Penalty: 991.939697
	Iteration 20F: 3 clusters Score -3353767 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3353850.000000 Penalty: 991.939697
	Iteration 21Q: 3 clusters Score -3353850 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3353903.000000 Penalty: 991.939697
	Iteration 22Q: 3 clusters Score -3353903 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3353969.000000 Penalty: 991.939697
	Iteration 23Q: 3 clusters Score -3353969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3354008.000000 Penalty: 991.939697
	Iteration 24Q: 3 clusters Score -3354008 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3354036.000000 Penalty: 991.939697
	Iteration 25Q: 3 clusters Score -3354036 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3354073.750000 Penalty: 991.939697
	Iteration 26Q: 3 clusters Score -3354074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3354085.500000 Penalty: 991.939697
	Iteration 27Q: 3 clusters Score -3354086 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3354103.000000 Penalty: 991.939697
	Iteration 28Q: 3 clusters Score -3354103 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3354104.000000 Penalty: 991.939697
	Iteration 29Q: 3 clusters Score -3354104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3354115.250000 Penalty: 991.939697
	Iteration 30Q: 3 clusters Score -3354115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3354127.250000 Penalty: 991.939697
	Iteration 31Q: 3 clusters Score -3354127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3354151.250000 Penalty: 991.939697
	Iteration 32Q: 3 clusters Score -3354151 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3354157.500000 Penalty: 991.939697
	Iteration 33Q: 3 clusters Score -3354158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3354176.250000 Penalty: 991.939697
	Iteration 34Q: 3 clusters Score -3354176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3354192.750000 Penalty: 991.939697
	Iteration 35Q: 3 clusters Score -3354193 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3354213.000000 Penalty: 991.939697
	Iteration 36Q: 3 clusters Score -3354213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3354232.000000 Penalty: 991.939697
	Iteration 37Q: 3 clusters Score -3354232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3354244.500000 Penalty: 991.939697
	Iteration 38Q: 3 clusters Score -3354244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3354251.000000 Penalty: 991.939697
	Iteration 39Q: 3 clusters Score -3354251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3354260.500000 Penalty: 991.939697
	Iteration 40F: 3 clusters Score -3354260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3354255.500000 Penalty: 991.939697
	Iteration 41Q: 3 clusters Score -3354256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3354265.250000 Penalty: 991.939697
	Iteration 42Q: 3 clusters Score -3354265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3354277.000000 Penalty: 991.939697
	Iteration 43Q: 3 clusters Score -3354277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3354276.500000 Penalty: 991.939697
	Iteration 44Q: 3 clusters Score -3354276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3354284.500000 Penalty: 991.939697
	Iteration 45Q: 3 clusters Score -3354284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3354284.750000 Penalty: 991.939697
	Iteration 46Q: 3 clusters Score -3354285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3354293.000000 Penalty: 991.939697
	Iteration 47Q: 3 clusters Score -3354293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3354291.000000 Penalty: 991.939697
	Iteration 48Q: 3 clusters Score -3354291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3354300.000000 Penalty: 991.939697
	Iteration 49Q: 3 clusters Score -3354300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3354299.500000 Penalty: 991.939697
	Iteration 50Q: 3 clusters Score -3354300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3354309.500000 Penalty: 991.939697
	Iteration 51Q: 3 clusters Score -3354310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3354310.000000 Penalty: 991.939697
	Iteration 52Q: 3 clusters Score -3354310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3354310.750000 Penalty: 991.939697
	Iteration 53Q: 3 clusters Score -3354311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3354309.750000 Penalty: 991.939697
	Iteration 54Q: 3 clusters Score -3354310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3354323.000000 Penalty: 991.939697
	Iteration 55Q: 3 clusters Score -3354323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3354328.500000 Penalty: 991.939697
	Iteration 56Q: 3 clusters Score -3354328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3354334.500000 Penalty: 991.939697
	Iteration 57Q: 3 clusters Score -3354334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3354336.750000 Penalty: 991.939697
	Iteration 58Q: 3 clusters Score -3354337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3354345.500000 Penalty: 991.939697
	Iteration 59Q: 3 clusters Score -3354346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3354357.500000 Penalty: 991.939697
	Iteration 60F: 3 clusters Score -3354358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3354356.250000 Penalty: 991.939697
	Iteration 61Q: 3 clusters Score -3354356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3354358.750000 Penalty: 991.939697
	Iteration 62Q: 3 clusters Score -3354359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3354360.500000 Penalty: 991.939697
	Iteration 63Q: 3 clusters Score -3354360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3354368.750000 Penalty: 991.939697
	Iteration 64Q: 3 clusters Score -3354369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3354372.500000 Penalty: 991.939697
	Iteration 65Q: 3 clusters Score -3354372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3354364.750000 Penalty: 991.939697
	Iteration 66Q: 3 clusters Score -3354365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3354365.000000 Penalty: 991.939697
	Iteration 67Q: 3 clusters Score -3354365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3354374.750000 Penalty: 991.939697
	Iteration 68Q: 3 clusters Score -3354375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3354375.000000 Penalty: 991.939697
	Iteration 69Q: 3 clusters Score -3354375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3354384.000000 Penalty: 991.939697
	Iteration 70Q: 3 clusters Score -3354384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3354390.000000 Penalty: 991.939697
	Iteration 71Q: 3 clusters Score -3354390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3354398.500000 Penalty: 991.939697
	Iteration 72Q: 3 clusters Score -3354398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3354393.250000 Penalty: 991.939697
	Iteration 73Q: 3 clusters Score -3354393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3354395.000000 Penalty: 991.939697
	Iteration 74Q: 3 clusters Score -3354395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3354403.500000 Penalty: 991.939697
	Iteration 75Q: 3 clusters Score -3354404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3354406.000000 Penalty: 991.939697
	Iteration 76Q: 3 clusters Score -3354406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3354415.500000 Penalty: 991.939697
	Iteration 77Q: 3 clusters Score -3354416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3354411.500000 Penalty: 991.939697
	Iteration 78Q: 3 clusters Score -3354412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3354421.250000 Penalty: 991.939697
	Iteration 79Q: 3 clusters Score -3354421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3354424.500000 Penalty: 991.939697
	Iteration 80F: 3 clusters Score -3354424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3354431.000000 Penalty: 991.939697
	Iteration 81Q: 3 clusters Score -3354431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3354430.750000 Penalty: 991.939697
	Iteration 82Q: 3 clusters Score -3354431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3354420.750000 Penalty: 991.939697
	Iteration 83Q: 3 clusters Score -3354421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3354419.000000 Penalty: 991.939697
	Iteration 84Q: 3 clusters Score -3354419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3354416.000000 Penalty: 991.939697
	Iteration 85Q: 3 clusters Score -3354416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3354415.250000 Penalty: 991.939697
	Iteration 86Q: 3 clusters Score -3354415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3354415.250000 Penalty: 991.939697
	Iteration 87F: 3 clusters Score -3354415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 14 contains 54419 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 52122 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 51865 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 3294 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 2335 members 
Entering Unmasked Estep 
Score: -42136524.000000 Penalty: 17752.757812
Splitting cluster 24 changes total score from -42129668.000000 to -42136524.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 180142 members 
Mstep: Class 15 contains 15369 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 80976 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 52122 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 51865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 531.844727 but Gain 612.164062
Score: -42139140.000000 Penalty: 17140.593750
Iteration 39Q: 29 clusters Score -4.213914e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 44049 members 
Mstep: Class 3 contains 82859 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 108 members 
Mstep: Class 6 contains 15682 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 66431 members 
Mstep: Class 13 contains 180147 members 
Mstep: Class 14 contains 53289 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 8906 members 
Mstep: Class 17 contains 80958 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 52104 members 
Mstep: Class 21 contains 905 members 
Mstep: Class 22 contains 4481 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 52158 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 3411 members 
Mstep: Class 28 contains 6113 members 
Mstep: Class 29 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42143512.000000 Penalty: 17140.593750
Iteration 40F: 29 clusters Score -4.214351e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 44182 members 
Mstep: Class 3 contains 82054 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 115 members 
Mstep: Class 6 contains 16378 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 66167 members 
Mstep: Class 13 contains 178947 members 
Mstep: Class 14 contains 53372 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 80445 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 51698 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 4375 members 
Mstep: Class 23 contains 2207 members 
Mstep: Class 24 contains 52414 members 
Mstep: Class 25 contains 1061 members 
Mstep: Class 26 contains 3243 members 
Mstep: Class 27 contains 3456 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151476.000000 Penalty: 17140.593750
Iteration 41Q: 29 clusters Score -4.215148e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 44242 members 
Mstep: Class 3 contains 81366 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 16958 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 5943 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 65894 members 
Mstep: Class 13 contains 178257 members 
Mstep: Class 14 contains 53401 members 
Mstep: Class 15 contains 15311 members 
Mstep: Class 16 contains 9160 members 
Mstep: Class 17 contains 79996 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 51224 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 4308 members 
Mstep: Class 23 contains 2240 members 
Mstep: Class 24 contains 52647 members 
Mstep: Class 25 contains 1123 members 
Mstep: Class 26 contains 3202 members 
Mstep: Class 27 contains 3439 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155780.000000 Penalty: 17140.593750
Iteration 42Q: 29 clusters Score -4.215578e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 44278 members 
Mstep: Class 3 contains 80652 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 115 members 
Mstep: Class 6 contains 17470 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 65647 members 
Mstep: Class 13 contains 177718 members 
Mstep: Class 14 contains 53398 members 
Mstep: Class 15 contains 15151 members 
Mstep: Class 16 contains 9292 members 
Mstep: Class 17 contains 79680 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 50796 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 52767 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 3392 members 
Mstep: Class 28 contains 7425 members 
Mstep: Class 29 contains 3146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159476.000000 Penalty: 17140.593750
Iteration 43Q: 29 clusters Score -4.215948e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 44299 members 
Mstep: Class 3 contains 80064 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 116 members 
Mstep: Class 6 contains 17939 members 
Mstep: Class 7 contains 130 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 65412 members 
Mstep: Class 13 contains 177254 members 
Mstep: Class 14 contains 53357 members 
Mstep: Class 15 contains 14921 members 
Mstep: Class 16 contains 9426 members 
Mstep: Class 17 contains 79425 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 50398 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 52858 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 3118 members 
Mstep: Class 27 contains 3363 members 
Mstep: Class 28 contains 7704 members 
Mstep: Class 29 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162580.000000 Penalty: 17140.593750
Iteration 44Q: 29 clusters Score -4.216258e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 44303 members 
Mstep: Class 3 contains 79444 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 117 members 
Mstep: Class 6 contains 18388 members 
Mstep: Class 7 contains 128 members 
Mstep: Class 8 contains 622 members 
Mstep: Class 9 contains 6850 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 65200 members 
Mstep: Class 13 contains 176976 members 
Mstep: Class 14 contains 53350 members 
Mstep: Class 15 contains 14632 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 79235 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 49996 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 4226 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 52891 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 3075 members 
Mstep: Class 27 contains 3323 members 
Mstep: Class 28 contains 7913 members 
Mstep: Class 29 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164700.000000 Penalty: 17140.593750
Iteration 45Q: 29 clusters Score -4.21647e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 44290 members 
Mstep: Class 3 contains 78887 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 118 members 
Mstep: Class 6 contains 18778 members 
Mstep: Class 7 contains 128 members 
Mstep: Class 8 contains 616 members 
Mstep: Class 9 contains 7167 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 64969 members 
Mstep: Class 13 contains 176811 members 
Mstep: Class 14 contains 53334 members 
Mstep: Class 15 contains 14353 members 
Mstep: Class 16 contains 9682 members 
Mstep: Class 17 contains 79069 members 
Mstep: Class 18 contains 333 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 49641 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 2483 members 
Mstep: Class 24 contains 52881 members 
Mstep: Class 25 contains 1222 members 
Mstep: Class 26 contains 3060 members 
Mstep: Class 27 contains 3276 members 
Mstep: Class 28 contains 8055 members 
Mstep: Class 29 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166512.000000 Penalty: 17140.593750
Iteration 46Q: 29 clusters Score -4.216651e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 44283 members 
Mstep: Class 3 contains 78319 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 119 members 
Mstep: Class 6 contains 19179 members 
Mstep: Class 7 contains 128 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 7465 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 64766 members 
Mstep: Class 13 contains 176686 members 
Mstep: Class 14 contains 53313 members 
Mstep: Class 15 contains 14092 members 
Mstep: Class 16 contains 9797 members 
Mstep: Class 17 contains 78920 members 
Mstep: Class 18 contains 331 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 49334 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 52849 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 3025 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 8144 members 
Mstep: Class 29 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167588.000000 Penalty: 17140.593750
Iteration 47Q: 29 clusters Score -4.216759e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 44281 members 
Mstep: Class 3 contains 77722 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 121 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 128 members 
Mstep: Class 8 contains 621 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 64539 members 
Mstep: Class 13 contains 176465 members 
Mstep: Class 14 contains 53303 members 
Mstep: Class 15 contains 13911 members 
Mstep: Class 16 contains 9895 members 
Mstep: Class 17 contains 78816 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 49061 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 52909 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 3899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169284.000000 Penalty: 17140.593750
Iteration 48Q: 29 clusters Score -4.216928e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 44264 members 
Mstep: Class 3 contains 77141 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 20032 members 
Mstep: Class 7 contains 128 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 64325 members 
Mstep: Class 13 contains 176333 members 
Mstep: Class 14 contains 53305 members 
Mstep: Class 15 contains 13724 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 78708 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 48849 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 52914 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 3168 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 4005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170472.000000 Penalty: 17140.593750
Iteration 49Q: 29 clusters Score -4.217047e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 44242 members 
Mstep: Class 3 contains 76541 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 20412 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 64144 members 
Mstep: Class 13 contains 176294 members 
Mstep: Class 14 contains 53281 members 
Mstep: Class 15 contains 13597 members 
Mstep: Class 16 contains 10090 members 
Mstep: Class 17 contains 78599 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 464 members 
Mstep: Class 20 contains 48665 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 52919 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 3144 members 
Mstep: Class 28 contains 8214 members 
Mstep: Class 29 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171200.000000 Penalty: 17140.593750
Iteration 50Q: 29 clusters Score -4.21712e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 75985 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 8544 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 64002 members 
Mstep: Class 13 contains 176151 members 
Mstep: Class 14 contains 53195 members 
Mstep: Class 15 contains 13488 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 78488 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 48582 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 4156 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 52942 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 3136 members 
Mstep: Class 28 contains 8172 members 
Mstep: Class 29 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172416.000000 Penalty: 17140.593750
Iteration 51Q: 29 clusters Score -4.217242e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 44201 members 
Mstep: Class 3 contains 75525 members 
Mstep: Class 4 contains 6289 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21031 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 63868 members 
Mstep: Class 13 contains 175996 members 
Mstep: Class 14 contains 53115 members 
Mstep: Class 15 contains 13393 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 78412 members 
Mstep: Class 18 contains 322 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 48489 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 52970 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 8112 members 
Mstep: Class 29 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173612.000000 Penalty: 17140.593750
Iteration 52Q: 29 clusters Score -4.217361e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 44173 members 
Mstep: Class 3 contains 75184 members 
Mstep: Class 4 contains 6253 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21262 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 63752 members 
Mstep: Class 13 contains 175868 members 
Mstep: Class 14 contains 53032 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 78332 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 48385 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 4142 members 
Mstep: Class 23 contains 3052 members 
Mstep: Class 24 contains 52961 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 8043 members 
Mstep: Class 29 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174440.000000 Penalty: 17140.593750
Iteration 53Q: 29 clusters Score -4.217444e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 44146 members 
Mstep: Class 3 contains 74852 members 
Mstep: Class 4 contains 6192 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21455 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 63660 members 
Mstep: Class 13 contains 175780 members 
Mstep: Class 14 contains 52927 members 
Mstep: Class 15 contains 13327 members 
Mstep: Class 16 contains 10368 members 
Mstep: Class 17 contains 78235 members 
Mstep: Class 18 contains 318 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 48304 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 52960 members 
Mstep: Class 25 contains 1299 members 
Mstep: Class 26 contains 2802 members 
Mstep: Class 27 contains 3130 members 
Mstep: Class 28 contains 7988 members 
Mstep: Class 29 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175136.000000 Penalty: 17140.593750
Iteration 54Q: 29 clusters Score -4.217514e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 44112 members 
Mstep: Class 3 contains 74571 members 
Mstep: Class 4 contains 6133 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21614 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 9 contains 9614 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 63582 members 
Mstep: Class 13 contains 175687 members 
Mstep: Class 14 contains 52805 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 10423 members 
Mstep: Class 17 contains 78117 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 48207 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 52979 members 
Mstep: Class 25 contains 1306 members 
Mstep: Class 26 contains 2766 members 
Mstep: Class 27 contains 3131 members 
Mstep: Class 28 contains 7925 members 
Mstep: Class 29 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175976.000000 Penalty: 17140.593750
Iteration 55Q: 29 clusters Score -4.217598e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 44088 members 
Mstep: Class 3 contains 74288 members 
Mstep: Class 4 contains 6084 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21733 members 
Mstep: Class 7 contains 126 members 
Mstep: Class 8 contains 622 members 
Mstep: Class 9 contains 9912 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 63529 members 
Mstep: Class 13 contains 175629 members 
Mstep: Class 14 contains 52681 members 
Mstep: Class 15 contains 13367 members 
Mstep: Class 16 contains 10469 members 
Mstep: Class 17 contains 77995 members 
Mstep: Class 18 contains 316 members 
Mstep: Class 19 contains 473 members 
Mstep: Class 20 contains 48091 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 4134 members 
Mstep: Class 23 contains 3332 members 
Mstep: Class 24 contains 52999 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 2743 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 7860 members 
Mstep: Class 29 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176604.000000 Penalty: 17140.593750
Iteration 56Q: 29 clusters Score -4.21766e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 44067 members 
Mstep: Class 3 contains 74022 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21773 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 622 members 
Mstep: Class 9 contains 10205 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 63481 members 
Mstep: Class 13 contains 175614 members 
Mstep: Class 14 contains 52564 members 
Mstep: Class 15 contains 13428 members 
Mstep: Class 16 contains 10510 members 
Mstep: Class 17 contains 77874 members 
Mstep: Class 18 contains 314 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 47972 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 4128 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 53051 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 3131 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177208.000000 Penalty: 17140.593750
Iteration 57Q: 29 clusters Score -4.217721e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 44049 members 
Mstep: Class 3 contains 73798 members 
Mstep: Class 4 contains 5976 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21768 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 616 members 
Mstep: Class 9 contains 10456 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 63450 members 
Mstep: Class 13 contains 175503 members 
Mstep: Class 14 contains 52447 members 
Mstep: Class 15 contains 13530 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 77830 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 47920 members 
Mstep: Class 21 contains 1210 members 
Mstep: Class 22 contains 4123 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 53075 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 2705 members 
Mstep: Class 27 contains 3133 members 
Mstep: Class 28 contains 7704 members 
Mstep: Class 29 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177992.000000 Penalty: 17140.593750
Iteration 58Q: 29 clusters Score -4.217799e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 44034 members 
Mstep: Class 3 contains 73676 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21748 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 10691 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 63428 members 
Mstep: Class 13 contains 175340 members 
Mstep: Class 14 contains 52373 members 
Mstep: Class 15 contains 13638 members 
Mstep: Class 16 contains 10600 members 
Mstep: Class 17 contains 77767 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 47870 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 4118 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 53076 members 
Mstep: Class 25 contains 1355 members 
Mstep: Class 26 contains 2692 members 
Mstep: Class 27 contains 3127 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179088.000000 Penalty: 17140.593750
Iteration 59Q: 29 clusters Score -4.217909e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 44007 members 
Mstep: Class 3 contains 73546 members 
Mstep: Class 4 contains 5861 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21704 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 10896 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 63398 members 
Mstep: Class 13 contains 175279 members 
Mstep: Class 14 contains 52329 members 
Mstep: Class 15 contains 13811 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 77687 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 47756 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 4115 members 
Mstep: Class 23 contains 3586 members 
Mstep: Class 24 contains 53057 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 26 contains 2678 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 7575 members 
Mstep: Class 29 contains 4660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179592.000000 Penalty: 17140.593750
Iteration 60F: 29 clusters Score -4.217959e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 43983 members 
Mstep: Class 3 contains 73504 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 21638 members 
Mstep: Class 7 contains 129 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 63356 members 
Mstep: Class 13 contains 174991 members 
Mstep: Class 14 contains 52224 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 10675 members 
Mstep: Class 17 contains 77569 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 47631 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 3661 members 
Mstep: Class 24 contains 53086 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 2654 members 
Mstep: Class 27 contains 3111 members 
Mstep: Class 28 contains 7651 members 
Mstep: Class 29 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180924.000000 Penalty: 17140.593750
Iteration 61Q: 29 clusters Score -4.218092e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 43955 members 
Mstep: Class 3 contains 73483 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 11 contains 1027 members 
Mstep: Class 12 contains 63300 members 
Mstep: Class 13 contains 174712 members 
Mstep: Class 14 contains 52098 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 10706 members 
Mstep: Class 17 contains 77483 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 47503 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 3738 members 
Mstep: Class 24 contains 53142 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 2638 members 
Mstep: Class 27 contains 3093 members 
Mstep: Class 28 contains 7682 members 
Mstep: Class 29 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182136.000000 Penalty: 17140.593750
Iteration 62Q: 29 clusters Score -4.218214e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 43921 members 
Mstep: Class 3 contains 73410 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 21506 members 
Mstep: Class 7 contains 114 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 11496 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 63274 members 
Mstep: Class 13 contains 174557 members 
Mstep: Class 14 contains 51963 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 10742 members 
Mstep: Class 17 contains 77378 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 47349 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 4084 members 
Mstep: Class 23 contains 3810 members 
Mstep: Class 24 contains 53227 members 
Mstep: Class 25 contains 1406 members 
Mstep: Class 26 contains 2613 members 
Mstep: Class 27 contains 3084 members 
Mstep: Class 28 contains 7716 members 
Mstep: Class 29 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182888.000000 Penalty: 17140.593750
Iteration 63Q: 29 clusters Score -4.218289e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 43884 members 
Mstep: Class 3 contains 73397 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 21408 members 
Mstep: Class 7 contains 114 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 11670 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 63259 members 
Mstep: Class 13 contains 174376 members 
Mstep: Class 14 contains 51818 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 10793 members 
Mstep: Class 17 contains 77254 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 47234 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 4078 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 53317 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 3080 members 
Mstep: Class 28 contains 7728 members 
Mstep: Class 29 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183768.000000 Penalty: 17140.593750
Iteration 64Q: 29 clusters Score -4.218377e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 43840 members 
Mstep: Class 3 contains 73457 members 
Mstep: Class 4 contains 5577 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 21285 members 
Mstep: Class 7 contains 112 members 
Mstep: Class 8 contains 561 members 
Mstep: Class 9 contains 11846 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 63230 members 
Mstep: Class 13 contains 174203 members 
Mstep: Class 14 contains 51635 members 
Mstep: Class 15 contains 14672 members 
Mstep: Class 16 contains 10850 members 
Mstep: Class 17 contains 77161 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 47139 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 53316 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 2564 members 
Mstep: Class 27 contains 3073 members 
Mstep: Class 28 contains 7777 members 
Mstep: Class 29 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184464.000000 Penalty: 17140.593750
Iteration 65Q: 29 clusters Score -4.218446e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 43799 members 
Mstep: Class 3 contains 73547 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 127 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 12006 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 63169 members 
Mstep: Class 13 contains 174061 members 
Mstep: Class 14 contains 51462 members 
Mstep: Class 15 contains 14907 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 77055 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 47045 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 4011 members 
Mstep: Class 24 contains 53298 members 
Mstep: Class 25 contains 1441 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 3064 members 
Mstep: Class 28 contains 7793 members 
Mstep: Class 29 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185320.000000 Penalty: 17140.593750
Iteration 66Q: 29 clusters Score -4.218532e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 43760 members 
Mstep: Class 3 contains 73626 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 21078 members 
Mstep: Class 7 contains 109 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 12177 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 63098 members 
Mstep: Class 13 contains 173864 members 
Mstep: Class 14 contains 51290 members 
Mstep: Class 15 contains 15145 members 
Mstep: Class 16 contains 10955 members 
Mstep: Class 17 contains 76960 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 46973 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 53301 members 
Mstep: Class 25 contains 1452 members 
Mstep: Class 26 contains 2499 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186228.000000 Penalty: 17140.593750
Iteration 67Q: 29 clusters Score -4.218623e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 43716 members 
Mstep: Class 3 contains 73757 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20946 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 12331 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 63021 members 
Mstep: Class 13 contains 173732 members 
Mstep: Class 14 contains 51133 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 11001 members 
Mstep: Class 17 contains 76901 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 46834 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 53285 members 
Mstep: Class 25 contains 1463 members 
Mstep: Class 26 contains 2454 members 
Mstep: Class 27 contains 3057 members 
Mstep: Class 28 contains 7832 members 
Mstep: Class 29 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186896.000000 Penalty: 17140.593750
Iteration 68Q: 29 clusters Score -4.21869e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 43655 members 
Mstep: Class 3 contains 73877 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20820 members 
Mstep: Class 7 contains 106 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 12485 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 62944 members 
Mstep: Class 13 contains 173687 members 
Mstep: Class 14 contains 50990 members 
Mstep: Class 15 contains 15625 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 76809 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 46726 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 4067 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 53222 members 
Mstep: Class 25 contains 1474 members 
Mstep: Class 26 contains 2420 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187012.000000 Penalty: 17140.593750
Iteration 69Q: 29 clusters Score -4.218701e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 43594 members 
Mstep: Class 3 contains 74041 members 
Mstep: Class 4 contains 5459 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20717 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 62871 members 
Mstep: Class 13 contains 173509 members 
Mstep: Class 14 contains 50879 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 76733 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 46676 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 4239 members 
Mstep: Class 24 contains 53188 members 
Mstep: Class 25 contains 1481 members 
Mstep: Class 26 contains 2388 members 
Mstep: Class 27 contains 3057 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 5337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187656.000000 Penalty: 17140.593750
Iteration 70Q: 29 clusters Score -4.218766e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 43520 members 
Mstep: Class 3 contains 74197 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20659 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 62801 members 
Mstep: Class 13 contains 173420 members 
Mstep: Class 14 contains 50756 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 76658 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 46618 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 4067 members 
Mstep: Class 23 contains 4298 members 
Mstep: Class 24 contains 53084 members 
Mstep: Class 25 contains 1490 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 3057 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 5377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188308.000000 Penalty: 17140.593750
Iteration 71Q: 29 clusters Score -4.218831e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 43448 members 
Mstep: Class 3 contains 74327 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20621 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 62753 members 
Mstep: Class 13 contains 173299 members 
Mstep: Class 14 contains 50610 members 
Mstep: Class 15 contains 16271 members 
Mstep: Class 16 contains 11143 members 
Mstep: Class 17 contains 76638 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 46578 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 53009 members 
Mstep: Class 25 contains 1503 members 
Mstep: Class 26 contains 2335 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 7800 members 
Mstep: Class 29 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188568.000000 Penalty: 17140.593750
Iteration 72Q: 29 clusters Score -4.218857e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 43385 members 
Mstep: Class 3 contains 74462 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62701 members 
Mstep: Class 13 contains 173248 members 
Mstep: Class 14 contains 50456 members 
Mstep: Class 15 contains 16482 members 
Mstep: Class 16 contains 11175 members 
Mstep: Class 17 contains 76576 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 46494 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 4370 members 
Mstep: Class 24 contains 52924 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 5478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188636.000000 Penalty: 17140.593750
Iteration 73Q: 29 clusters Score -4.218864e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 43327 members 
Mstep: Class 3 contains 74560 members 
Mstep: Class 4 contains 5339 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20619 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 9 contains 13091 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62650 members 
Mstep: Class 13 contains 173049 members 
Mstep: Class 14 contains 50315 members 
Mstep: Class 15 contains 16700 members 
Mstep: Class 16 contains 11204 members 
Mstep: Class 17 contains 76544 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46465 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 52890 members 
Mstep: Class 25 contains 1522 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 3063 members 
Mstep: Class 28 contains 7775 members 
Mstep: Class 29 contains 5544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189476.000000 Penalty: 17140.593750
Iteration 74Q: 29 clusters Score -4.218948e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 43258 members 
Mstep: Class 3 contains 74677 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20655 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62602 members 
Mstep: Class 13 contains 172940 members 
Mstep: Class 14 contains 50196 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 17 contains 76519 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 46381 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 52824 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3066 members 
Mstep: Class 28 contains 7779 members 
Mstep: Class 29 contains 5606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190144.000000 Penalty: 17140.593750
Iteration 75Q: 29 clusters Score -4.219014e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 43195 members 
Mstep: Class 3 contains 74783 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20718 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62553 members 
Mstep: Class 13 contains 172862 members 
Mstep: Class 14 contains 50054 members 
Mstep: Class 15 contains 17128 members 
Mstep: Class 16 contains 11256 members 
Mstep: Class 17 contains 76504 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 46279 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 52723 members 
Mstep: Class 25 contains 1542 members 
Mstep: Class 26 contains 2225 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 7777 members 
Mstep: Class 29 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190596.000000 Penalty: 17140.593750
Iteration 76Q: 29 clusters Score -4.21906e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 43153 members 
Mstep: Class 3 contains 74816 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20843 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 13383 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62503 members 
Mstep: Class 13 contains 172852 members 
Mstep: Class 14 contains 49912 members 
Mstep: Class 15 contains 17353 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 76502 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 52579 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 2204 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 7768 members 
Mstep: Class 29 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190808.000000 Penalty: 17140.593750
Iteration 77Q: 29 clusters Score -4.219081e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 43110 members 
Mstep: Class 3 contains 74814 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62461 members 
Mstep: Class 13 contains 172826 members 
Mstep: Class 14 contains 49775 members 
Mstep: Class 15 contains 17571 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 17 contains 76507 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 46065 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 52445 members 
Mstep: Class 25 contains 1557 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 3063 members 
Mstep: Class 28 contains 7752 members 
Mstep: Class 29 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191148.000000 Penalty: 17140.593750
Iteration 78Q: 29 clusters Score -4.219115e+07 nChanged 2361
Entering ConstructFrom: 
Score: -42191148.000000 Penalty: 17140.593750
Entering ConstructFrom: 
Trying to split cluster 1 (17504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Entering Unmasked Estep 
Score: -1109567.375000 Penalty: 444.543396
	Iteration 0F: 2 clusters Score -1109567 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 8830 members 
Entering Unmasked Estep 
Score: -1097819.750000 Penalty: 889.086792
	Iteration 0F: 3 clusters Score -1097820 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1102907.875000 Penalty: 889.086792
	Iteration 1F: 3 clusters Score -1102908 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1103565.875000 Penalty: 889.086792
	Iteration 2F: 3 clusters Score -1103566 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1104348.875000 Penalty: 889.086792
	Iteration 3F: 3 clusters Score -1104349 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1105236.125000 Penalty: 889.086792
	Iteration 4F: 3 clusters Score -1105236 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1106114.000000 Penalty: 889.086792
	Iteration 5F: 3 clusters Score -1106114 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1106847.000000 Penalty: 889.086792
	Iteration 6F: 3 clusters Score -1106847 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1107317.375000 Penalty: 889.086792
	Iteration 7F: 3 clusters Score -1107317 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1107579.000000 Penalty: 889.086792
	Iteration 8Q: 3 clusters Score -1107579 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1107731.750000 Penalty: 889.086792
	Iteration 9Q: 3 clusters Score -1107732 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1107831.625000 Penalty: 889.086792
	Iteration 10Q: 3 clusters Score -1107832 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1107907.875000 Penalty: 889.086792
	Iteration 11Q: 3 clusters Score -1107908 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1107990.500000 Penalty: 889.086792
	Iteration 12Q: 3 clusters Score -1107990 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1108064.750000 Penalty: 889.086792
	Iteration 13Q: 3 clusters Score -1108065 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1108128.000000 Penalty: 889.086792
	Iteration 14Q: 3 clusters Score -1108128 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1108187.875000 Penalty: 889.086792
	Iteration 15Q: 3 clusters Score -1108188 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1108242.250000 Penalty: 889.086792
	Iteration 16Q: 3 clusters Score -1108242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1108283.500000 Penalty: 889.086792
	Iteration 17Q: 3 clusters Score -1108284 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1108321.000000 Penalty: 889.086792
	Iteration 18Q: 3 clusters Score -1108321 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1108342.625000 Penalty: 889.086792
	Iteration 19Q: 3 clusters Score -1108343 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1108357.375000 Penalty: 889.086792
	Iteration 20F: 3 clusters Score -1108357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1108367.125000 Penalty: 889.086792
	Iteration 21Q: 3 clusters Score -1108367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1108372.250000 Penalty: 889.086792
	Iteration 22Q: 3 clusters Score -1108372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1108374.750000 Penalty: 889.086792
	Iteration 23Q: 3 clusters Score -1108375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1108376.750000 Penalty: 889.086792
	Iteration 24Q: 3 clusters Score -1108377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1108375.375000 Penalty: 889.086792
	Iteration 25Q: 3 clusters Score -1108375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1108373.750000 Penalty: 889.086792
	Iteration 26Q: 3 clusters Score -1108374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1108374.000000 Penalty: 889.086792
	Iteration 27Q: 3 clusters Score -1108374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1108381.375000 Penalty: 889.086792
	Iteration 28Q: 3 clusters Score -1108381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1108380.000000 Penalty: 889.086792
	Iteration 29Q: 3 clusters Score -1108380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1108380.750000 Penalty: 889.086792
	Iteration 30Q: 3 clusters Score -1108381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1108381.000000 Penalty: 889.086792
	Iteration 31Q: 3 clusters Score -1108381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1108379.375000 Penalty: 889.086792
	Iteration 32Q: 3 clusters Score -1108379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1108380.375000 Penalty: 889.086792
	Iteration 33Q: 3 clusters Score -1108380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1108379.875000 Penalty: 889.086792
	Iteration 34Q: 3 clusters Score -1108380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1108381.000000 Penalty: 889.086792
	Iteration 35Q: 3 clusters Score -1108381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1108379.875000 Penalty: 889.086792
	Iteration 36Q: 3 clusters Score -1108380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1108380.250000 Penalty: 889.086792
	Iteration 37Q: 3 clusters Score -1108380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1108380.000000 Penalty: 889.086792
	Iteration 38Q: 3 clusters Score -1108380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1108377.125000 Penalty: 889.086792
	Iteration 39Q: 3 clusters Score -1108377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1108378.375000 Penalty: 889.086792
	Iteration 40F: 3 clusters Score -1108378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1108376.125000 Penalty: 889.086792
	Iteration 41Q: 3 clusters Score -1108376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1108377.500000 Penalty: 889.086792
	Iteration 42Q: 3 clusters Score -1108378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1108379.375000 Penalty: 889.086792
	Iteration 43Q: 3 clusters Score -1108379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1108378.000000 Penalty: 889.086792
	Iteration 44Q: 3 clusters Score -1108378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1108378.125000 Penalty: 889.086792
	Iteration 45Q: 3 clusters Score -1108378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1108379.000000 Penalty: 889.086792
	Iteration 46Q: 3 clusters Score -1108379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1108377.250000 Penalty: 889.086792
	Iteration 47Q: 3 clusters Score -1108377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1108376.500000 Penalty: 889.086792
	Iteration 48Q: 3 clusters Score -1108376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1108379.750000 Penalty: 889.086792
	Iteration 49Q: 3 clusters Score -1108380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1108380.125000 Penalty: 889.086792
	Iteration 50Q: 3 clusters Score -1108380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1108379.875000 Penalty: 889.086792
	Iteration 51Q: 3 clusters Score -1108380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1108378.125000 Penalty: 889.086792
	Iteration 52Q: 3 clusters Score -1108378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1108376.875000 Penalty: 889.086792
	Iteration 53Q: 3 clusters Score -1108377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1108377.875000 Penalty: 889.086792
	Iteration 54Q: 3 clusters Score -1108378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1108375.000000 Penalty: 889.086792
	Iteration 55Q: 3 clusters Score -1108375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1108378.125000 Penalty: 889.086792
	Iteration 56Q: 3 clusters Score -1108378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1108380.875000 Penalty: 889.086792
	Iteration 57Q: 3 clusters Score -1108381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1108379.875000 Penalty: 889.086792
	Iteration 58Q: 3 clusters Score -1108380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1108379.000000 Penalty: 889.086792
	Iteration 59Q: 3 clusters Score -1108379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1108381.500000 Penalty: 889.086792
	Iteration 60F: 3 clusters Score -1108382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1108381.750000 Penalty: 889.086792
	Iteration 61Q: 3 clusters Score -1108382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1108378.750000 Penalty: 889.086792
	Iteration 62Q: 3 clusters Score -1108379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1108379.500000 Penalty: 889.086792
	Iteration 63Q: 3 clusters Score -1108380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1108381.250000 Penalty: 889.086792
	Iteration 64Q: 3 clusters Score -1108381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1108384.375000 Penalty: 889.086792
	Iteration 65Q: 3 clusters Score -1108384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1108383.500000 Penalty: 889.086792
	Iteration 66Q: 3 clusters Score -1108384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1108382.875000 Penalty: 889.086792
	Iteration 67Q: 3 clusters Score -1108383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1108386.750000 Penalty: 889.086792
	Iteration 68Q: 3 clusters Score -1108387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1108383.750000 Penalty: 889.086792
	Iteration 69Q: 3 clusters Score -1108384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1108385.625000 Penalty: 889.086792
	Iteration 70Q: 3 clusters Score -1108386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1108387.250000 Penalty: 889.086792
	Iteration 71Q: 3 clusters Score -1108387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1108385.125000 Penalty: 889.086792
	Iteration 72Q: 3 clusters Score -1108385 nChanged 30
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Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1108385 nChanged 35
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Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1108388 nChanged 38
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Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1108386 nChanged 34
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11500 members 
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	Iteration 76Q: 3 clusters Score -1108388 nChanged 38
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Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1108389 nChanged 35
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Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1108390 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1108393 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1108392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1108398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1108398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1108396 nChanged 30
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1108398 nChanged 33
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Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1108400 nChanged 37
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Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1108400 nChanged 32
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Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1108401 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1108403 nChanged 33
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Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1108404 nChanged 29
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1108409 nChanged 26
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Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1108409 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1108408 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1108407 nChanged 31
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 12095 members 
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	Iteration 94Q: 3 clusters Score -1108410 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1108409 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1108413.125000 Penalty: 889.086792
	Iteration 96Q: 3 clusters Score -1108413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1108413 nChanged 21
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Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1108416 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1108416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1108417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1108416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1108418 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1108414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1108416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1108415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1108419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1108418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1108422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1108422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1108425 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1108424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1108425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1108424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1108423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1108422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1108422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1108420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1108422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1108422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1108421 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12501 members 
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	Iteration 121Q: 3 clusters Score -1108422 nChanged 3
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Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12504 members 
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	Iteration 122Q: 3 clusters Score -1108420 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1108422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1108422 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1108422 nChanged 13
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Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12537 members 
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	Iteration 126Q: 3 clusters Score -1108422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1108424 nChanged 15
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12563 members 
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	Iteration 128Q: 3 clusters Score -1108425 nChanged 17
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Mstep: Class 1 contains 4924 members 
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	Iteration 129Q: 3 clusters Score -1108424 nChanged 14
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Mstep: Class 1 contains 4910 members 
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	Iteration 130Q: 3 clusters Score -1108423 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12613 members 
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	Iteration 131Q: 3 clusters Score -1108425 nChanged 14
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12627 members 
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	Iteration 132Q: 3 clusters Score -1108426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12642 members 
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	Iteration 133Q: 3 clusters Score -1108426 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1108429 nChanged 15
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Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1108428 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12690 members 
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	Iteration 136Q: 3 clusters Score -1108428 nChanged 13
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Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1108428 nChanged 10
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Mstep: Class 1 contains 4791 members 
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	Iteration 138Q: 3 clusters Score -1108428 nChanged 10
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Mstep: Class 1 contains 4781 members 
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	Iteration 139Q: 3 clusters Score -1108428 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1108431 nChanged 8
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Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12745 members 
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	Iteration 141Q: 3 clusters Score -1108430 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1108430 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1108433.000000 Penalty: 889.086792
	Iteration 143Q: 3 clusters Score -1108433 nChanged 18
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12788 members 
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	Iteration 144Q: 3 clusters Score -1108434 nChanged 20
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Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12806 members 
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	Iteration 145Q: 3 clusters Score -1108434 nChanged 26
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Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12832 members 
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	Iteration 146Q: 3 clusters Score -1108436 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12859 members 
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	Iteration 147Q: 3 clusters Score -1108436 nChanged 18
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Mstep: Class 1 contains 4627 members 
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	Iteration 148Q: 3 clusters Score -1108437 nChanged 22
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Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12899 members 
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	Iteration 149Q: 3 clusters Score -1108438 nChanged 26
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Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 12925 members 
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	Iteration 150Q: 3 clusters Score -1108437 nChanged 25
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Mstep: Class 1 contains 4556 members 
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	Iteration 151Q: 3 clusters Score -1108440 nChanged 25
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Mstep: Class 1 contains 4531 members 
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	Iteration 152Q: 3 clusters Score -1108440 nChanged 25
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Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12998 members 
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	Iteration 153Q: 3 clusters Score -1108445 nChanged 19
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Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13017 members 
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	Iteration 154Q: 3 clusters Score -1108446 nChanged 24
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	Iteration 155Q: 3 clusters Score -1108448 nChanged 23
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13062 members 
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	Iteration 156Q: 3 clusters Score -1108451 nChanged 19
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Mstep: Class 1 contains 4423 members 
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	Iteration 157Q: 3 clusters Score -1108451 nChanged 14
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Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13095 members 
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	Iteration 158Q: 3 clusters Score -1108450 nChanged 12
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Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13107 members 
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	Iteration 159Q: 3 clusters Score -1108450 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1108452 nChanged 17
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 13139 members 
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	Iteration 161Q: 3 clusters Score -1108454 nChanged 16
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Mstep: Class 1 contains 4349 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1108452 nChanged 19
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Mstep: Class 1 contains 4330 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1108453 nChanged 16
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Mstep: Class 1 contains 4314 members 
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	Iteration 164Q: 3 clusters Score -1108452 nChanged 15
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Mstep: Class 1 contains 4299 members 
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13232 members 
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1108459 nChanged 4
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Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1108459 nChanged 5
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1108460 nChanged 3
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Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1108459 nChanged 8
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Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1108460 nChanged 5
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Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1108459 nChanged 5
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Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1108460 nChanged 5
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Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1108459 nChanged 7
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Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1108460 nChanged 9
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Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1108461 nChanged 10
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1108462 nChanged 11
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Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13363 members 
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	Iteration 183Q: 3 clusters Score -1108471 nChanged 15
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13378 members 
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Mstep: Class 2 contains 13396 members 
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	Iteration 185Q: 3 clusters Score -1108472 nChanged 23
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Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13419 members 
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Mstep: Class 1 contains 4052 members 
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Mstep: Class 1 contains 4021 members 
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13510 members 
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	Iteration 189Q: 3 clusters Score -1108488 nChanged 40
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Mstep: Class 1 contains 3958 members 
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Mstep: Class 1 contains 3886 members 
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Mstep: Class 1 contains 3819 members 
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Mstep: Class 1 contains 3770 members 
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Mstep: Class 1 contains 3687 members 
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Mstep: Class 1 contains 3658 members 
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	Iteration 201Q: 3 clusters Score -1108513 nChanged 35
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Mstep: Class 1 contains 3625 members 
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	Iteration 202Q: 3 clusters Score -1108516 nChanged 43
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Mstep: Class 1 contains 3582 members 
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	Iteration 203Q: 3 clusters Score -1108524 nChanged 43
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Mstep: Class 1 contains 3539 members 
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Mstep: Class 1 contains 3502 members 
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	Iteration 205Q: 3 clusters Score -1108530 nChanged 35
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Mstep: Class 1 contains 3467 members 
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	Iteration 206Q: 3 clusters Score -1108536 nChanged 43
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Mstep: Class 1 contains 3426 members 
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Mstep: Class 1 contains 3391 members 
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Mstep: Class 1 contains 3360 members 
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Mstep: Class 1 contains 3331 members 
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	Iteration 210Q: 3 clusters Score -1108548 nChanged 31
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Mstep: Class 1 contains 3300 members 
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Mstep: Class 1 contains 3265 members 
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Mstep: Class 1 contains 3233 members 
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	Iteration 213Q: 3 clusters Score -1108556 nChanged 27
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Mstep: Class 1 contains 3206 members 
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Mstep: Class 1 contains 3180 members 
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	Iteration 215Q: 3 clusters Score -1108557 nChanged 19
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Mstep: Class 1 contains 3161 members 
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Mstep: Class 1 contains 3082 members 
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Mstep: Class 1 contains 3063 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1108572 nChanged 23
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Mstep: Class 1 contains 3040 members 
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1108576 nChanged 32
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Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 14520 members 
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	Iteration 223Q: 3 clusters Score -1108581 nChanged 25
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Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 14543 members 
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Mstep: Class 1 contains 2918 members 
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Mstep: Class 1 contains 2898 members 
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	Iteration 227Q: 3 clusters Score -1108592 nChanged 20
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Mstep: Class 1 contains 2878 members 
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	Iteration 228Q: 3 clusters Score -1108594 nChanged 25
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Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14651 members 
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	Iteration 229Q: 3 clusters Score -1108594 nChanged 19
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Mstep: Class 1 contains 2834 members 
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	Iteration 230Q: 3 clusters Score -1108596 nChanged 27
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Mstep: Class 1 contains 2807 members 
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	Iteration 231Q: 3 clusters Score -1108597 nChanged 30
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Mstep: Class 1 contains 2777 members 
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	Iteration 232Q: 3 clusters Score -1108600 nChanged 29
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Mstep: Class 1 contains 2748 members 
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	Iteration 233Q: 3 clusters Score -1108603 nChanged 36
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Mstep: Class 1 contains 2712 members 
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	Iteration 234Q: 3 clusters Score -1108608 nChanged 43
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Mstep: Class 1 contains 2671 members 
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Mstep: Class 1 contains 2623 members 
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	Iteration 236Q: 3 clusters Score -1108623 nChanged 55
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Mstep: Class 1 contains 2568 members 
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	Iteration 237Q: 3 clusters Score -1108631 nChanged 52
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Mstep: Class 1 contains 2516 members 
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	Iteration 238Q: 3 clusters Score -1108641 nChanged 52
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Mstep: Class 1 contains 2464 members 
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	Iteration 239Q: 3 clusters Score -1108648 nChanged 57
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Mstep: Class 1 contains 2407 members 
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	Iteration 240F: 3 clusters Score -1108658 nChanged 70
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Mstep: Class 1 contains 2337 members 
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	Iteration 241Q: 3 clusters Score -1108673 nChanged 76
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Mstep: Class 2 contains 15241 members 
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	Iteration 242Q: 3 clusters Score -1108685 nChanged 76
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	Iteration 243Q: 3 clusters Score -1108702 nChanged 81
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	Iteration 244Q: 3 clusters Score -1108722 nChanged 91
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	Iteration 245Q: 3 clusters Score -1108741 nChanged 89
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Mstep: Class 1 contains 1930 members 
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	Iteration 246Q: 3 clusters Score -1108761 nChanged 96
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Mstep: Class 1 contains 1834 members 
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	Iteration 247Q: 3 clusters Score -1108783 nChanged 95
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Mstep: Class 1 contains 1741 members 
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	Iteration 248Q: 3 clusters Score -1108808 nChanged 99
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Mstep: Class 1 contains 1644 members 
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	Iteration 249Q: 3 clusters Score -1108836 nChanged 108
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Mstep: Class 1 contains 1536 members 
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	Iteration 250Q: 3 clusters Score -1108867 nChanged 105
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Mstep: Class 1 contains 1433 members 
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	Iteration 251Q: 3 clusters Score -1108899 nChanged 98
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Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16165 members 
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	Iteration 252Q: 3 clusters Score -1108928 nChanged 91
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Mstep: Class 1 contains 1250 members 
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	Iteration 253Q: 3 clusters Score -1108964 nChanged 81
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Mstep: Class 1 contains 1175 members 
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	Iteration 254Q: 3 clusters Score -1108989 nChanged 84
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Mstep: Class 1 contains 1101 members 
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	Iteration 255Q: 3 clusters Score -1109014 nChanged 73
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Mstep: Class 1 contains 1032 members 
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	Iteration 256Q: 3 clusters Score -1109042 nChanged 68
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Mstep: Class 1 contains 972 members 
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	Iteration 257Q: 3 clusters Score -1109064 nChanged 58
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Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1109078.750000 Penalty: 889.086792
	Iteration 258Q: 3 clusters Score -1109079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1109086.875000 Penalty: 889.086792
	Iteration 259Q: 3 clusters Score -1109087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1109093.375000 Penalty: 889.086792
	Iteration 260F: 3 clusters Score -1109093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1109101.250000 Penalty: 889.086792
	Iteration 261Q: 3 clusters Score -1109101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1109112.500000 Penalty: 889.086792
	Iteration 262Q: 3 clusters Score -1109112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1109119.250000 Penalty: 889.086792
	Iteration 263Q: 3 clusters Score -1109119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1109123.500000 Penalty: 889.086792
	Iteration 264Q: 3 clusters Score -1109124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1109125.875000 Penalty: 889.086792
	Iteration 265Q: 3 clusters Score -1109126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1109127.500000 Penalty: 889.086792
	Iteration 266Q: 3 clusters Score -1109128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1109135.500000 Penalty: 889.086792
	Iteration 267Q: 3 clusters Score -1109136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1109144.750000 Penalty: 889.086792
	Iteration 268Q: 3 clusters Score -1109145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1109150.500000 Penalty: 889.086792
	Iteration 269Q: 3 clusters Score -1109150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1109158.375000 Penalty: 889.086792
	Iteration 270Q: 3 clusters Score -1109158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1109163.625000 Penalty: 889.086792
	Iteration 271Q: 3 clusters Score -1109164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1109166.750000 Penalty: 889.086792
	Iteration 272Q: 3 clusters Score -1109167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1109169.750000 Penalty: 889.086792
	Iteration 273Q: 3 clusters Score -1109170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1109172.125000 Penalty: 889.086792
	Iteration 274Q: 3 clusters Score -1109172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1109175.625000 Penalty: 889.086792
	Iteration 275Q: 3 clusters Score -1109176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1109176.875000 Penalty: 889.086792
	Iteration 276Q: 3 clusters Score -1109177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1109179.750000 Penalty: 889.086792
	Iteration 277Q: 3 clusters Score -1109180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1109182.375000 Penalty: 889.086792
	Iteration 278Q: 3 clusters Score -1109182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1109186.375000 Penalty: 889.086792
	Iteration 279Q: 3 clusters Score -1109186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1109188.750000 Penalty: 889.086792
	Iteration 280F: 3 clusters Score -1109189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1109192.125000 Penalty: 889.086792
	Iteration 281Q: 3 clusters Score -1109192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1109193.125000 Penalty: 889.086792
	Iteration 282Q: 3 clusters Score -1109193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1109194.250000 Penalty: 889.086792
	Iteration 283Q: 3 clusters Score -1109194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1109196.000000 Penalty: 889.086792
	Iteration 284Q: 3 clusters Score -1109196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1109196.375000 Penalty: 889.086792
	Iteration 285Q: 3 clusters Score -1109196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1109196.375000 Penalty: 889.086792
	Iteration 286F: 3 clusters Score -1109196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Entering Unmasked Estep 
Score: -2849421.250000 Penalty: 485.511475
	Iteration 0F: 2 clusters Score -2849421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2821538.000000 Penalty: 971.022949
	Iteration 0F: 3 clusters Score -2821538 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2834619.000000 Penalty: 971.022949
	Iteration 1F: 3 clusters Score -2834619 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -2835746.500000 Penalty: 971.022949
	Iteration 2F: 3 clusters Score -2835746 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -2837638.750000 Penalty: 971.022949
	Iteration 3F: 3 clusters Score -2837639 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -2840554.250000 Penalty: 971.022949
	Iteration 4F: 3 clusters Score -2840554 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -2843726.500000 Penalty: 971.022949
	Iteration 5F: 3 clusters Score -2843726 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -2845844.000000 Penalty: 971.022949
	Iteration 6F: 3 clusters Score -2845844 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -2847350.000000 Penalty: 971.022949
	Iteration 7Q: 3 clusters Score -2847350 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -2848234.000000 Penalty: 971.022949
	Iteration 8Q: 3 clusters Score -2848234 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -2848632.500000 Penalty: 971.022949
	Iteration 9Q: 3 clusters Score -2848632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -2848821.000000 Penalty: 971.022949
	Iteration 10Q: 3 clusters Score -2848821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -2848895.000000 Penalty: 971.022949
	Iteration 11Q: 3 clusters Score -2848895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -2848925.750000 Penalty: 971.022949
	Iteration 12Q: 3 clusters Score -2848926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -2848948.000000 Penalty: 971.022949
	Iteration 13Q: 3 clusters Score -2848948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -2848951.750000 Penalty: 971.022949
	Iteration 14Q: 3 clusters Score -2848952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -2848952.500000 Penalty: 971.022949
	Iteration 15Q: 3 clusters Score -2848952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -2848952.500000 Penalty: 971.022949
	Iteration 16F: 3 clusters Score -2848952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Entering Unmasked Estep 
Score: -4660302.500000 Penalty: 510.631348
	Iteration 0F: 2 clusters Score -4660302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4611044.500000 Penalty: 1021.262695
	Iteration 0F: 3 clusters Score -4611044 nChanged 36554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4636190.000000 Penalty: 1021.262695
	Iteration 1F: 3 clusters Score -4636190 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -4640479.000000 Penalty: 1021.262695
	Iteration 2F: 3 clusters Score -4640479 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -4646251.000000 Penalty: 1021.262695
	Iteration 3F: 3 clusters Score -4646251 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -4651742.000000 Penalty: 1021.262695
	Iteration 4F: 3 clusters Score -4651742 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -4655754.500000 Penalty: 1021.262695
	Iteration 5F: 3 clusters Score -4655754 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -4658166.000000 Penalty: 1021.262695
	Iteration 6Q: 3 clusters Score -4658166 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -4659441.500000 Penalty: 1021.262695
	Iteration 7Q: 3 clusters Score -4659442 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -4660235.000000 Penalty: 1021.262695
	Iteration 8Q: 3 clusters Score -4660235 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -4660712.500000 Penalty: 1021.262695
	Iteration 9Q: 3 clusters Score -4660712 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -4661067.000000 Penalty: 1021.262695
	Iteration 10Q: 3 clusters Score -4661067 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -4661271.000000 Penalty: 1021.262695
	Iteration 11Q: 3 clusters Score -4661271 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -4661377.500000 Penalty: 1021.262695
	Iteration 12Q: 3 clusters Score -4661378 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -4661485.000000 Penalty: 1021.262695
	Iteration 13Q: 3 clusters Score -4661485 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -4661545.000000 Penalty: 1021.262695
	Iteration 14Q: 3 clusters Score -4661545 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -4661593.500000 Penalty: 1021.262695
	Iteration 15Q: 3 clusters Score -4661594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -4661654.500000 Penalty: 1021.262695
	Iteration 16Q: 3 clusters Score -4661654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -4661698.000000 Penalty: 1021.262695
	Iteration 17Q: 3 clusters Score -4661698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -4661748.000000 Penalty: 1021.262695
	Iteration 18Q: 3 clusters Score -4661748 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -4661779.500000 Penalty: 1021.262695
	Iteration 19Q: 3 clusters Score -4661780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -4661829.000000 Penalty: 1021.262695
	Iteration 20F: 3 clusters Score -4661829 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -4661856.000000 Penalty: 1021.262695
	Iteration 21Q: 3 clusters Score -4661856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -4661884.500000 Penalty: 1021.262695
	Iteration 22Q: 3 clusters Score -4661884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -4661878.500000 Penalty: 1021.262695
	Iteration 23Q: 3 clusters Score -4661878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -4661870.500000 Penalty: 1021.262695
	Iteration 24Q: 3 clusters Score -4661870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -4661860.500000 Penalty: 1021.262695
	Iteration 25Q: 3 clusters Score -4661860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -4661846.000000 Penalty: 1021.262695
	Iteration 26Q: 3 clusters Score -4661846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -4661847.500000 Penalty: 1021.262695
	Iteration 27Q: 3 clusters Score -4661848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -4661844.000000 Penalty: 1021.262695
	Iteration 28Q: 3 clusters Score -4661844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -4661840.000000 Penalty: 1021.262695
	Iteration 29Q: 3 clusters Score -4661840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -4661831.000000 Penalty: 1021.262695
	Iteration 30Q: 3 clusters Score -4661831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -4661827.000000 Penalty: 1021.262695
	Iteration 31Q: 3 clusters Score -4661827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -4661826.500000 Penalty: 1021.262695
	Iteration 32Q: 3 clusters Score -4661826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -4661820.000000 Penalty: 1021.262695
	Iteration 33Q: 3 clusters Score -4661820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -4661811.000000 Penalty: 1021.262695
	Iteration 34Q: 3 clusters Score -4661811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -4661802.500000 Penalty: 1021.262695
	Iteration 35Q: 3 clusters Score -4661802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -4661790.500000 Penalty: 1021.262695
	Iteration 36Q: 3 clusters Score -4661790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -4661785.000000 Penalty: 1021.262695
	Iteration 37Q: 3 clusters Score -4661785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -4661779.500000 Penalty: 1021.262695
	Iteration 38Q: 3 clusters Score -4661780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -4661761.500000 Penalty: 1021.262695
	Iteration 39Q: 3 clusters Score -4661762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -4661757.000000 Penalty: 1021.262695
	Iteration 40F: 3 clusters Score -4661757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -4661748.500000 Penalty: 1021.262695
	Iteration 41Q: 3 clusters Score -4661748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -4661742.500000 Penalty: 1021.262695
	Iteration 42Q: 3 clusters Score -4661742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -4661740.000000 Penalty: 1021.262695
	Iteration 43Q: 3 clusters Score -4661740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -4661737.500000 Penalty: 1021.262695
	Iteration 44Q: 3 clusters Score -4661738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -4661743.000000 Penalty: 1021.262695
	Iteration 45Q: 3 clusters Score -4661743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -4661740.000000 Penalty: 1021.262695
	Iteration 46Q: 3 clusters Score -4661740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -4661736.500000 Penalty: 1021.262695
	Iteration 47Q: 3 clusters Score -4661736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -4661738.500000 Penalty: 1021.262695
	Iteration 48Q: 3 clusters Score -4661738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -4661738.500000 Penalty: 1021.262695
	Iteration 49Q: 3 clusters Score -4661738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -4661738.500000 Penalty: 1021.262695
	Iteration 50F: 3 clusters Score -4661738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 62441 members 
Mstep: Class 13 contains 172764 members 
Mstep: Class 14 contains 49637 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45988 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 52315 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 5725 members 
Entering Unmasked Estep 
Score: -42192800.000000 Penalty: 17752.757812
Splitting cluster 3 changes total score from -42191148.000000 to -42192800.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -334794.156250 Penalty: 388.921387
	Iteration 0F: 2 clusters Score -334794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -331295.312500 Penalty: 777.842773
	Iteration 0F: 3 clusters Score -331295.3 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -332582.468750 Penalty: 777.842773
	Iteration 1F: 3 clusters Score -332582.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -332712.062500 Penalty: 777.842773
	Iteration 2F: 3 clusters Score -332712.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -332823.125000 Penalty: 777.842773
	Iteration 3F: 3 clusters Score -332823.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -332926.812500 Penalty: 777.842773
	Iteration 4Q: 3 clusters Score -332926.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -333049.031250 Penalty: 777.842773
	Iteration 5Q: 3 clusters Score -333049 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -333179.250000 Penalty: 777.842773
	Iteration 6Q: 3 clusters Score -333179.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -333353.125000 Penalty: 777.842773
	Iteration 7F: 3 clusters Score -333353.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -333565.281250 Penalty: 777.842773
	Iteration 8F: 3 clusters Score -333565.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -333793.687500 Penalty: 777.842773
	Iteration 9F: 3 clusters Score -333793.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -334005.906250 Penalty: 777.842773
	Iteration 10Q: 3 clusters Score -334005.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -334140.312500 Penalty: 777.842773
	Iteration 11Q: 3 clusters Score -334140.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -334224.718750 Penalty: 777.842773
	Iteration 12Q: 3 clusters Score -334224.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -334287.937500 Penalty: 777.842773
	Iteration 13Q: 3 clusters Score -334287.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -334344.500000 Penalty: 777.842773
	Iteration 14Q: 3 clusters Score -334344.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -334386.593750 Penalty: 777.842773
	Iteration 15Q: 3 clusters Score -334386.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -334420.843750 Penalty: 777.842773
	Iteration 16Q: 3 clusters Score -334420.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -334442.562500 Penalty: 777.842773
	Iteration 17Q: 3 clusters Score -334442.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -334456.343750 Penalty: 777.842773
	Iteration 18Q: 3 clusters Score -334456.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -334466.656250 Penalty: 777.842773
	Iteration 19Q: 3 clusters Score -334466.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -334479.281250 Penalty: 777.842773
	Iteration 20F: 3 clusters Score -334479.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -334484.656250 Penalty: 777.842773
	Iteration 21Q: 3 clusters Score -334484.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -334489.593750 Penalty: 777.842773
	Iteration 22Q: 3 clusters Score -334489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -334495.906250 Penalty: 777.842773
	Iteration 23Q: 3 clusters Score -334495.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -334503.937500 Penalty: 777.842773
	Iteration 24Q: 3 clusters Score -334503.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -334508.750000 Penalty: 777.842773
	Iteration 25Q: 3 clusters Score -334508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -334510.531250 Penalty: 777.842773
	Iteration 26Q: 3 clusters Score -334510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -334512.656250 Penalty: 777.842773
	Iteration 27Q: 3 clusters Score -334512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -334514.750000 Penalty: 777.842773
	Iteration 28Q: 3 clusters Score -334514.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -334516.343750 Penalty: 777.842773
	Iteration 29Q: 3 clusters Score -334516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -334518.468750 Penalty: 777.842773
	Iteration 30Q: 3 clusters Score -334518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -334519.343750 Penalty: 777.842773
	Iteration 31Q: 3 clusters Score -334519.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -334521.062500 Penalty: 777.842773
	Iteration 32Q: 3 clusters Score -334521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -334522.531250 Penalty: 777.842773
	Iteration 33Q: 3 clusters Score -334522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -334522.656250 Penalty: 777.842773
	Iteration 34Q: 3 clusters Score -334522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -334522.562500 Penalty: 777.842773
	Iteration 35Q: 3 clusters Score -334522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -334523.062500 Penalty: 777.842773
	Iteration 36Q: 3 clusters Score -334523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -334523.281250 Penalty: 777.842773
	Iteration 37Q: 3 clusters Score -334523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -334523.968750 Penalty: 777.842773
	Iteration 38Q: 3 clusters Score -334524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -334524.750000 Penalty: 777.842773
	Iteration 39Q: 3 clusters Score -334524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -334525.218750 Penalty: 777.842773
	Iteration 40F: 3 clusters Score -334525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -334525.937500 Penalty: 777.842773
	Iteration 41Q: 3 clusters Score -334525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -334526.281250 Penalty: 777.842773
	Iteration 42Q: 3 clusters Score -334526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -334526.531250 Penalty: 777.842773
	Iteration 43Q: 3 clusters Score -334526.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -334526.562500 Penalty: 777.842773
	Iteration 44Q: 3 clusters Score -334526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -334526.562500 Penalty: 777.842773
	Iteration 45F: 3 clusters Score -334526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5654.294922 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5654.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5423.807617 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -5423.808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5478.319336 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5478.319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5496.565918 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5496.566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5521.100586 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -5521.101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5527.597168 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -5527.597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5532.339355 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -5532.339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5535.240723 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -5535.241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5535.240723 Penalty: 442.242920
	Iteration 7F: 3 clusters Score -5535.241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Entering Unmasked Estep 
Score: -1353226.625000 Penalty: 452.969238
	Iteration 0F: 2 clusters Score -1353227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1339067.625000 Penalty: 905.938477
	Iteration 0F: 3 clusters Score -1339068 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1344917.125000 Penalty: 905.938477
	Iteration 1F: 3 clusters Score -1344917 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1345277.500000 Penalty: 905.938477
	Iteration 2Q: 3 clusters Score -1345278 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1345848.000000 Penalty: 905.938477
	Iteration 3F: 3 clusters Score -1345848 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1346686.250000 Penalty: 905.938477
	Iteration 4F: 3 clusters Score -1346686 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1347937.875000 Penalty: 905.938477
	Iteration 5F: 3 clusters Score -1347938 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1349305.750000 Penalty: 905.938477
	Iteration 6F: 3 clusters Score -1349306 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1350262.500000 Penalty: 905.938477
	Iteration 7F: 3 clusters Score -1350262 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1350641.750000 Penalty: 905.938477
	Iteration 8Q: 3 clusters Score -1350642 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1350859.875000 Penalty: 905.938477
	Iteration 9Q: 3 clusters Score -1350860 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1351020.750000 Penalty: 905.938477
	Iteration 10Q: 3 clusters Score -1351021 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1351197.750000 Penalty: 905.938477
	Iteration 11Q: 3 clusters Score -1351198 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1351372.375000 Penalty: 905.938477
	Iteration 12Q: 3 clusters Score -1351372 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1351533.250000 Penalty: 905.938477
	Iteration 13Q: 3 clusters Score -1351533 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1351669.125000 Penalty: 905.938477
	Iteration 14Q: 3 clusters Score -1351669 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1351794.500000 Penalty: 905.938477
	Iteration 15Q: 3 clusters Score -1351794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1351896.875000 Penalty: 905.938477
	Iteration 16Q: 3 clusters Score -1351897 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1351975.875000 Penalty: 905.938477
	Iteration 17Q: 3 clusters Score -1351976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1352043.750000 Penalty: 905.938477
	Iteration 18Q: 3 clusters Score -1352044 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1352101.375000 Penalty: 905.938477
	Iteration 19Q: 3 clusters Score -1352101 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1352154.000000 Penalty: 905.938477
	Iteration 20F: 3 clusters Score -1352154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1352187.500000 Penalty: 905.938477
	Iteration 21Q: 3 clusters Score -1352188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1352222.125000 Penalty: 905.938477
	Iteration 22Q: 3 clusters Score -1352222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1352249.375000 Penalty: 905.938477
	Iteration 23Q: 3 clusters Score -1352249 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1352275.500000 Penalty: 905.938477
	Iteration 24Q: 3 clusters Score -1352276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1352295.125000 Penalty: 905.938477
	Iteration 25Q: 3 clusters Score -1352295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1352305.375000 Penalty: 905.938477
	Iteration 26Q: 3 clusters Score -1352305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1352317.875000 Penalty: 905.938477
	Iteration 27Q: 3 clusters Score -1352318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1352332.000000 Penalty: 905.938477
	Iteration 28Q: 3 clusters Score -1352332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1352341.250000 Penalty: 905.938477
	Iteration 29Q: 3 clusters Score -1352341 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1352355.500000 Penalty: 905.938477
	Iteration 30Q: 3 clusters Score -1352356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1352375.625000 Penalty: 905.938477
	Iteration 31Q: 3 clusters Score -1352376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1352385.000000 Penalty: 905.938477
	Iteration 32Q: 3 clusters Score -1352385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1352402.875000 Penalty: 905.938477
	Iteration 33Q: 3 clusters Score -1352403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1352415.375000 Penalty: 905.938477
	Iteration 34Q: 3 clusters Score -1352415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1352421.500000 Penalty: 905.938477
	Iteration 35Q: 3 clusters Score -1352422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1352435.125000 Penalty: 905.938477
	Iteration 36Q: 3 clusters Score -1352435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1352453.875000 Penalty: 905.938477
	Iteration 37Q: 3 clusters Score -1352454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1352469.000000 Penalty: 905.938477
	Iteration 38Q: 3 clusters Score -1352469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1352487.750000 Penalty: 905.938477
	Iteration 39Q: 3 clusters Score -1352488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1352504.000000 Penalty: 905.938477
	Iteration 40F: 3 clusters Score -1352504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1352513.500000 Penalty: 905.938477
	Iteration 41Q: 3 clusters Score -1352514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1352530.125000 Penalty: 905.938477
	Iteration 42Q: 3 clusters Score -1352530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1352543.500000 Penalty: 905.938477
	Iteration 43Q: 3 clusters Score -1352544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1352557.625000 Penalty: 905.938477
	Iteration 44Q: 3 clusters Score -1352558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1352564.500000 Penalty: 905.938477
	Iteration 45Q: 3 clusters Score -1352564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1352574.375000 Penalty: 905.938477
	Iteration 46Q: 3 clusters Score -1352574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1352585.625000 Penalty: 905.938477
	Iteration 47Q: 3 clusters Score -1352586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1352597.750000 Penalty: 905.938477
	Iteration 48Q: 3 clusters Score -1352598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1352605.375000 Penalty: 905.938477
	Iteration 49Q: 3 clusters Score -1352605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1352615.625000 Penalty: 905.938477
	Iteration 50Q: 3 clusters Score -1352616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1352622.250000 Penalty: 905.938477
	Iteration 51Q: 3 clusters Score -1352622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1352630.375000 Penalty: 905.938477
	Iteration 52Q: 3 clusters Score -1352630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1352633.000000 Penalty: 905.938477
	Iteration 53Q: 3 clusters Score -1352633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1352638.750000 Penalty: 905.938477
	Iteration 54Q: 3 clusters Score -1352639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1352651.500000 Penalty: 905.938477
	Iteration 55Q: 3 clusters Score -1352652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1352666.000000 Penalty: 905.938477
	Iteration 56Q: 3 clusters Score -1352666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1352671.375000 Penalty: 905.938477
	Iteration 57Q: 3 clusters Score -1352671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1352672.250000 Penalty: 905.938477
	Iteration 58Q: 3 clusters Score -1352672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1352677.000000 Penalty: 905.938477
	Iteration 59Q: 3 clusters Score -1352677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1352679.250000 Penalty: 905.938477
	Iteration 60F: 3 clusters Score -1352679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1352681.500000 Penalty: 905.938477
	Iteration 61Q: 3 clusters Score -1352682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1352684.250000 Penalty: 905.938477
	Iteration 62Q: 3 clusters Score -1352684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1352683.750000 Penalty: 905.938477
	Iteration 63Q: 3 clusters Score -1352684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1352682.500000 Penalty: 905.938477
	Iteration 64Q: 3 clusters Score -1352682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1352683.500000 Penalty: 905.938477
	Iteration 65Q: 3 clusters Score -1352684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1352682.625000 Penalty: 905.938477
	Iteration 66Q: 3 clusters Score -1352683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1352684.000000 Penalty: 905.938477
	Iteration 67Q: 3 clusters Score -1352684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1352687.000000 Penalty: 905.938477
	Iteration 68Q: 3 clusters Score -1352687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1352687.250000 Penalty: 905.938477
	Iteration 69Q: 3 clusters Score -1352687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1352685.375000 Penalty: 905.938477
	Iteration 70Q: 3 clusters Score -1352685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1352683.625000 Penalty: 905.938477
	Iteration 71Q: 3 clusters Score -1352684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1352686.875000 Penalty: 905.938477
	Iteration 72Q: 3 clusters Score -1352687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1352683.750000 Penalty: 905.938477
	Iteration 73Q: 3 clusters Score -1352684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1352684.000000 Penalty: 905.938477
	Iteration 74Q: 3 clusters Score -1352684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1352686.125000 Penalty: 905.938477
	Iteration 75Q: 3 clusters Score -1352686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1352686.625000 Penalty: 905.938477
	Iteration 76Q: 3 clusters Score -1352687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1352686.625000 Penalty: 905.938477
	Iteration 77F: 3 clusters Score -1352687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4020.064697 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4020.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3877.181396 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -3877.181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3958.233154 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -3958.233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3998.997314 Penalty: 425.227417
	Iteration 2F: 3 clusters Score -3998.997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4001.528076 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -4001.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4002.529297 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4002.529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4004.439697 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -4004.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4006.406494 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -4006.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4006.406494 Penalty: 425.227417
	Iteration 7F: 3 clusters Score -4006.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -32391.189453 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -32391.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31897.964844 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -31897.96 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32032.046875 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -32032.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32061.560547 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -32061.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32073.154297 Penalty: 565.347168
	Iteration 3Q: 3 clusters Score -32073.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32079.400391 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -32079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32082.488281 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -32082.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -32086.966797 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -32086.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32090.275391 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -32090.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32092.562500 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -32092.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32095.556641 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -32095.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32099.728516 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -32099.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32102.669922 Penalty: 565.347168
	Iteration 11Q: 3 clusters Score -32102.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32104.046875 Penalty: 565.347168
	Iteration 12Q: 3 clusters Score -32104.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32105.410156 Penalty: 565.347168
	Iteration 13Q: 3 clusters Score -32105.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -32106.355469 Penalty: 565.347168
	Iteration 14Q: 3 clusters Score -32106.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32107.251953 Penalty: 565.347168
	Iteration 15Q: 3 clusters Score -32107.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32107.806641 Penalty: 565.347168
	Iteration 16Q: 3 clusters Score -32107.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32110.843750 Penalty: 565.347168
	Iteration 17Q: 3 clusters Score -32110.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32112.158203 Penalty: 565.347168
	Iteration 18Q: 3 clusters Score -32112.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32112.472656 Penalty: 565.347168
	Iteration 19Q: 3 clusters Score -32112.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32112.804688 Penalty: 565.347168
	Iteration 20F: 3 clusters Score -32112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -893773.312500 Penalty: 433.071075
	Iteration 0F: 2 clusters Score -893773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -884638.437500 Penalty: 866.142151
	Iteration 0F: 3 clusters Score -884638.4 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -888436.500000 Penalty: 866.142151
	Iteration 1F: 3 clusters Score -888436.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -888716.062500 Penalty: 866.142151
	Iteration 2F: 3 clusters Score -888716.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -889058.812500 Penalty: 866.142151
	Iteration 3F: 3 clusters Score -889058.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -889496.125000 Penalty: 866.142151
	Iteration 4F: 3 clusters Score -889496.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -890027.937500 Penalty: 866.142151
	Iteration 5F: 3 clusters Score -890027.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -890615.062500 Penalty: 866.142151
	Iteration 6F: 3 clusters Score -890615.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -891262.687500 Penalty: 866.142151
	Iteration 7F: 3 clusters Score -891262.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -891856.187500 Penalty: 866.142151
	Iteration 8Q: 3 clusters Score -891856.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -892223.875000 Penalty: 866.142151
	Iteration 9Q: 3 clusters Score -892223.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -892423.500000 Penalty: 866.142151
	Iteration 10Q: 3 clusters Score -892423.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -892579.187500 Penalty: 866.142151
	Iteration 11Q: 3 clusters Score -892579.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -892716.562500 Penalty: 866.142151
	Iteration 12Q: 3 clusters Score -892716.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -892843.375000 Penalty: 866.142151
	Iteration 13Q: 3 clusters Score -892843.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -892940.437500 Penalty: 866.142151
	Iteration 14Q: 3 clusters Score -892940.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -893013.250000 Penalty: 866.142151
	Iteration 15Q: 3 clusters Score -893013.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -893080.562500 Penalty: 866.142151
	Iteration 16Q: 3 clusters Score -893080.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -893133.250000 Penalty: 866.142151
	Iteration 17Q: 3 clusters Score -893133.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -893176.125000 Penalty: 866.142151
	Iteration 18Q: 3 clusters Score -893176.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -893208.250000 Penalty: 866.142151
	Iteration 19Q: 3 clusters Score -893208.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -893232.687500 Penalty: 866.142151
	Iteration 20F: 3 clusters Score -893232.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -893254.250000 Penalty: 866.142151
	Iteration 21Q: 3 clusters Score -893254.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -893272.437500 Penalty: 866.142151
	Iteration 22Q: 3 clusters Score -893272.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -893289.062500 Penalty: 866.142151
	Iteration 23Q: 3 clusters Score -893289.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -893301.125000 Penalty: 866.142151
	Iteration 24Q: 3 clusters Score -893301.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -893312.312500 Penalty: 866.142151
	Iteration 25Q: 3 clusters Score -893312.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -893323.937500 Penalty: 866.142151
	Iteration 26Q: 3 clusters Score -893323.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -893334.937500 Penalty: 866.142151
	Iteration 27Q: 3 clusters Score -893334.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -893346.375000 Penalty: 866.142151
	Iteration 28Q: 3 clusters Score -893346.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -893365.312500 Penalty: 866.142151
	Iteration 29Q: 3 clusters Score -893365.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -893379.437500 Penalty: 866.142151
	Iteration 30Q: 3 clusters Score -893379.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -893388.125000 Penalty: 866.142151
	Iteration 31Q: 3 clusters Score -893388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -893397.187500 Penalty: 866.142151
	Iteration 32Q: 3 clusters Score -893397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -893402.437500 Penalty: 866.142151
	Iteration 33Q: 3 clusters Score -893402.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -893408.375000 Penalty: 866.142151
	Iteration 34Q: 3 clusters Score -893408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -893415.500000 Penalty: 866.142151
	Iteration 35Q: 3 clusters Score -893415.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -893422.437500 Penalty: 866.142151
	Iteration 36Q: 3 clusters Score -893422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -893430.875000 Penalty: 866.142151
	Iteration 37Q: 3 clusters Score -893430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -893439.125000 Penalty: 866.142151
	Iteration 38Q: 3 clusters Score -893439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -893446.687500 Penalty: 866.142151
	Iteration 39Q: 3 clusters Score -893446.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -893448.562500 Penalty: 866.142151
	Iteration 40F: 3 clusters Score -893448.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -893452.375000 Penalty: 866.142151
	Iteration 41Q: 3 clusters Score -893452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -893457.812500 Penalty: 866.142151
	Iteration 42Q: 3 clusters Score -893457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -893460.937500 Penalty: 866.142151
	Iteration 43Q: 3 clusters Score -893460.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -893462.312500 Penalty: 866.142151
	Iteration 44Q: 3 clusters Score -893462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -893463.625000 Penalty: 866.142151
	Iteration 45Q: 3 clusters Score -893463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -893463.187500 Penalty: 866.142151
	Iteration 46Q: 3 clusters Score -893463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -893463.187500 Penalty: 866.142151
	Iteration 47F: 3 clusters Score -893463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -54672.718750 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -54672.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53870.132812 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -53870.13 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -54172.355469 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -54172.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -54361.425781 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -54361.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -54476.519531 Penalty: 633.564148
	Iteration 3F: 3 clusters Score -54476.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -54551.480469 Penalty: 633.564148
	Iteration 4F: 3 clusters Score -54551.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -54588.621094 Penalty: 633.564148
	Iteration 5Q: 3 clusters Score -54588.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -54611.117188 Penalty: 633.564148
	Iteration 6Q: 3 clusters Score -54611.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -54632.640625 Penalty: 633.564148
	Iteration 7Q: 3 clusters Score -54632.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -54647.480469 Penalty: 633.564148
	Iteration 8Q: 3 clusters Score -54647.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -54660.785156 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -54660.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -54668.699219 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -54668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -54674.707031 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -54674.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -54682.062500 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -54682.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -54691.871094 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -54691.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54703.539062 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -54703.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -54708.683594 Penalty: 633.564148
	Iteration 15Q: 3 clusters Score -54708.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54712.738281 Penalty: 633.564148
	Iteration 16Q: 3 clusters Score -54712.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -54715.812500 Penalty: 633.564148
	Iteration 17Q: 3 clusters Score -54715.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -54717.363281 Penalty: 633.564148
	Iteration 18Q: 3 clusters Score -54717.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -54717.363281 Penalty: 633.564148
	Iteration 19F: 3 clusters Score -54717.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 62441 members 
Mstep: Class 13 contains 172764 members 
Mstep: Class 14 contains 49637 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45988 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 52315 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 5725 members 
Mstep: Class 30 contains 800 members 
Entering Unmasked Estep 
Score: -42192540.000000 Penalty: 18364.921875
Splitting cluster 11 changes total score from -42191148.000000 to -42192540.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (62441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Entering Unmasked Estep 
Score: -4032077.000000 Penalty: 502.409943
	Iteration 0F: 2 clusters Score -4032077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4001370.250000 Penalty: 1004.819885
	Iteration 0F: 3 clusters Score -4001370 nChanged 30379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4020451.500000 Penalty: 1004.819885
	Iteration 1F: 3 clusters Score -4020452 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4021762.000000 Penalty: 1004.819885
	Iteration 2Q: 3 clusters Score -4021762 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4023098.750000 Penalty: 1004.819885
	Iteration 3F: 3 clusters Score -4023099 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4024585.750000 Penalty: 1004.819885
	Iteration 4F: 3 clusters Score -4024586 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4026412.750000 Penalty: 1004.819885
	Iteration 5F: 3 clusters Score -4026413 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4028738.250000 Penalty: 1004.819885
	Iteration 6F: 3 clusters Score -4028738 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4031182.000000 Penalty: 1004.819885
	Iteration 7F: 3 clusters Score -4031182 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4032987.500000 Penalty: 1004.819885
	Iteration 8F: 3 clusters Score -4032988 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4033847.000000 Penalty: 1004.819885
	Iteration 9Q: 3 clusters Score -4033847 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4034177.750000 Penalty: 1004.819885
	Iteration 10Q: 3 clusters Score -4034178 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4034307.750000 Penalty: 1004.819885
	Iteration 11Q: 3 clusters Score -4034308 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4034361.750000 Penalty: 1004.819885
	Iteration 12Q: 3 clusters Score -4034362 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4034397.250000 Penalty: 1004.819885
	Iteration 13Q: 3 clusters Score -4034397 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4034429.000000 Penalty: 1004.819885
	Iteration 14Q: 3 clusters Score -4034429 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4034455.750000 Penalty: 1004.819885
	Iteration 15Q: 3 clusters Score -4034456 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4034507.250000 Penalty: 1004.819885
	Iteration 16Q: 3 clusters Score -4034507 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4034490.500000 Penalty: 1004.819885
	Iteration 17Q: 3 clusters Score -4034490 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4034503.250000 Penalty: 1004.819885
	Iteration 18Q: 3 clusters Score -4034503 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4034541.750000 Penalty: 1004.819885
	Iteration 19Q: 3 clusters Score -4034542 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4034573.500000 Penalty: 1004.819885
	Iteration 20F: 3 clusters Score -4034574 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4034578.250000 Penalty: 1004.819885
	Iteration 21Q: 3 clusters Score -4034578 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4034587.500000 Penalty: 1004.819885
	Iteration 22Q: 3 clusters Score -4034588 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4034607.250000 Penalty: 1004.819885
	Iteration 23Q: 3 clusters Score -4034607 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4034621.250000 Penalty: 1004.819885
	Iteration 24Q: 3 clusters Score -4034621 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4034616.500000 Penalty: 1004.819885
	Iteration 25Q: 3 clusters Score -4034616 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4034611.750000 Penalty: 1004.819885
	Iteration 26Q: 3 clusters Score -4034612 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4034633.500000 Penalty: 1004.819885
	Iteration 27Q: 3 clusters Score -4034634 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4034634 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4034654.500000 Penalty: 1004.819885
	Iteration 29Q: 3 clusters Score -4034654 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4034689 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4034712 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4034719.250000 Penalty: 1004.819885
	Iteration 32Q: 3 clusters Score -4034719 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4034739.000000 Penalty: 1004.819885
	Iteration 33Q: 3 clusters Score -4034739 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -4034751.250000 Penalty: 1004.819885
	Iteration 34Q: 3 clusters Score -4034751 nChanged 518
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Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4034798 nChanged 513
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Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4034854.250000 Penalty: 1004.819885
	Iteration 36Q: 3 clusters Score -4034854 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4034881 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -4034934.250000 Penalty: 1004.819885
	Iteration 38Q: 3 clusters Score -4034934 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4034980 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4035008 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4035043 nChanged 528
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Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4035082 nChanged 549
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Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4035122 nChanged 591
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Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4035211 nChanged 595
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Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4035283 nChanged 621
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Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4035302 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4035372 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4035382 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4035335.500000 Penalty: 1004.819885
	Iteration 49Q: 3 clusters Score -4035336 nChanged 750
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Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4035272.250000 Penalty: 1004.819885
	Iteration 50Q: 3 clusters Score -4035272 nChanged 773
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4035219.250000 Penalty: 1004.819885
	Iteration 51Q: 3 clusters Score -4035219 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4035114.750000 Penalty: 1004.819885
	Iteration 52Q: 3 clusters Score -4035115 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4034988 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4034909 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4034754 nChanged 627
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Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4034586 nChanged 549
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Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4034399 nChanged 526
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Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4034182.000000 Penalty: 1004.819885
	Iteration 58Q: 3 clusters Score -4034182 nChanged 465
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Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4034062 nChanged 413
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Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4033941 nChanged 372
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Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4033783 nChanged 379
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Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4033680 nChanged 318
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Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4033527.750000 Penalty: 1004.819885
	Iteration 63Q: 3 clusters Score -4033528 nChanged 275
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Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4033396 nChanged 271
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Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4033298 nChanged 235
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Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4033217 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4033149.000000 Penalty: 1004.819885
	Iteration 67Q: 3 clusters Score -4033149 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4033102.250000 Penalty: 1004.819885
	Iteration 68Q: 3 clusters Score -4033102 nChanged 178
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Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4033047.250000 Penalty: 1004.819885
	Iteration 69Q: 3 clusters Score -4033047 nChanged 168
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Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4033029.500000 Penalty: 1004.819885
	Iteration 70Q: 3 clusters Score -4033030 nChanged 156
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Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4032996 nChanged 155
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Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4032977 nChanged 152
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Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4032975 nChanged 171
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Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4032951 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4032940.500000 Penalty: 1004.819885
	Iteration 75Q: 3 clusters Score -4032940 nChanged 206
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Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4032942 nChanged 196
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Mstep: Class 1 contains 50971 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4032948 nChanged 189
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Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4032940 nChanged 209
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Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4032948 nChanged 224
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Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4032948 nChanged 239
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Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4032954 nChanged 239
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Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4032971 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4033005 nChanged 222
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Mstep: Class 1 contains 51928 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4033052 nChanged 206
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Mstep: Class 1 contains 52078 members 
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Entering Unmasked Estep 
Score: -4033031.500000 Penalty: 1004.819885
	Iteration 85Q: 3 clusters Score -4033032 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4033089.500000 Penalty: 1004.819885
	Iteration 86Q: 3 clusters Score -4033090 nChanged 226
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Mstep: Class 1 contains 52435 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4033050 nChanged 224
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Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4033051 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4033081 nChanged 238
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Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4033142.250000 Penalty: 1004.819885
	Iteration 90Q: 3 clusters Score -4033142 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4033180 nChanged 257
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Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4033206.500000 Penalty: 1004.819885
	Iteration 92Q: 3 clusters Score -4033206 nChanged 242
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Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -4033222.000000 Penalty: 1004.819885
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Mstep: Class 1 contains 53890 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4033260 nChanged 274
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Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4033253.500000 Penalty: 1004.819885
	Iteration 95Q: 3 clusters Score -4033254 nChanged 264
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Mstep: Class 1 contains 54380 members 
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Entering Unmasked Estep 
Score: -4033283.250000 Penalty: 1004.819885
	Iteration 96Q: 3 clusters Score -4033283 nChanged 260
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Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4033332.250000 Penalty: 1004.819885
	Iteration 97Q: 3 clusters Score -4033332 nChanged 255
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Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4033407 nChanged 259
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Mstep: Class 1 contains 55140 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4033455 nChanged 240
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Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4033508.500000 Penalty: 1004.819885
	Iteration 100F: 3 clusters Score -4033508 nChanged 232
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Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -4033553.250000 Penalty: 1004.819885
	Iteration 101Q: 3 clusters Score -4033553 nChanged 207
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Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4033615 nChanged 188
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Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4033692 nChanged 203
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Mstep: Class 1 contains 56200 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4033672 nChanged 187
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4033672 nChanged 187
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Mstep: Class 1 contains 56574 members 
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Entering Unmasked Estep 
Score: -4033679.250000 Penalty: 1004.819885
	Iteration 106Q: 3 clusters Score -4033679 nChanged 168
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4033678 nChanged 187
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Mstep: Class 1 contains 56929 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4033678 nChanged 180
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4033686 nChanged 177
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Mstep: Class 1 contains 57284 members 
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Entering Unmasked Estep 
Score: -4033642.250000 Penalty: 1004.819885
	Iteration 110Q: 3 clusters Score -4033642 nChanged 170
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Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4033604 nChanged 159
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Mstep: Class 1 contains 57613 members 
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Entering Unmasked Estep 
Score: -4033577.250000 Penalty: 1004.819885
	Iteration 112Q: 3 clusters Score -4033577 nChanged 153
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Mstep: Class 1 contains 57766 members 
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Entering Unmasked Estep 
Score: -4033563.750000 Penalty: 1004.819885
	Iteration 113Q: 3 clusters Score -4033564 nChanged 153
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Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4033549.750000 Penalty: 1004.819885
	Iteration 114Q: 3 clusters Score -4033550 nChanged 165
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Mstep: Class 1 contains 58084 members 
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Entering Unmasked Estep 
Score: -4033552.250000 Penalty: 1004.819885
	Iteration 115Q: 3 clusters Score -4033552 nChanged 158
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Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4033573.750000 Penalty: 1004.819885
	Iteration 116Q: 3 clusters Score -4033574 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4033584.750000 Penalty: 1004.819885
	Iteration 117Q: 3 clusters Score -4033585 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4033581.000000 Penalty: 1004.819885
	Iteration 118Q: 3 clusters Score -4033581 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4033596.500000 Penalty: 1004.819885
	Iteration 119Q: 3 clusters Score -4033596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4033568.750000 Penalty: 1004.819885
	Iteration 120F: 3 clusters Score -4033569 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4033548.500000 Penalty: 1004.819885
	Iteration 121Q: 3 clusters Score -4033548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4033510.500000 Penalty: 1004.819885
	Iteration 122Q: 3 clusters Score -4033510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4033489.500000 Penalty: 1004.819885
	Iteration 123Q: 3 clusters Score -4033490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4033469.000000 Penalty: 1004.819885
	Iteration 124Q: 3 clusters Score -4033469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4033463.500000 Penalty: 1004.819885
	Iteration 125Q: 3 clusters Score -4033464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4033457.500000 Penalty: 1004.819885
	Iteration 126Q: 3 clusters Score -4033458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4033448.000000 Penalty: 1004.819885
	Iteration 127Q: 3 clusters Score -4033448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4033449.000000 Penalty: 1004.819885
	Iteration 128Q: 3 clusters Score -4033449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4033442.000000 Penalty: 1004.819885
	Iteration 129Q: 3 clusters Score -4033442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4033411.000000 Penalty: 1004.819885
	Iteration 130Q: 3 clusters Score -4033411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4033369.750000 Penalty: 1004.819885
	Iteration 131Q: 3 clusters Score -4033370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4033389.000000 Penalty: 1004.819885
	Iteration 132Q: 3 clusters Score -4033389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4033366.750000 Penalty: 1004.819885
	Iteration 133Q: 3 clusters Score -4033367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4033344.250000 Penalty: 1004.819885
	Iteration 134Q: 3 clusters Score -4033344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4033364.000000 Penalty: 1004.819885
	Iteration 135Q: 3 clusters Score -4033364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4033376.250000 Penalty: 1004.819885
	Iteration 136Q: 3 clusters Score -4033376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4033398.250000 Penalty: 1004.819885
	Iteration 137Q: 3 clusters Score -4033398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4033388.500000 Penalty: 1004.819885
	Iteration 138Q: 3 clusters Score -4033388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4033398.500000 Penalty: 1004.819885
	Iteration 139Q: 3 clusters Score -4033398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4033418.250000 Penalty: 1004.819885
	Iteration 140F: 3 clusters Score -4033418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4033410.250000 Penalty: 1004.819885
	Iteration 141Q: 3 clusters Score -4033410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4033399.000000 Penalty: 1004.819885
	Iteration 142Q: 3 clusters Score -4033399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4033400.250000 Penalty: 1004.819885
	Iteration 143Q: 3 clusters Score -4033400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4033407.000000 Penalty: 1004.819885
	Iteration 144Q: 3 clusters Score -4033407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4033397.000000 Penalty: 1004.819885
	Iteration 145Q: 3 clusters Score -4033397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4033393.250000 Penalty: 1004.819885
	Iteration 146Q: 3 clusters Score -4033393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4033396.250000 Penalty: 1004.819885
	Iteration 147Q: 3 clusters Score -4033396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4033416.000000 Penalty: 1004.819885
	Iteration 148Q: 3 clusters Score -4033416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4033398.000000 Penalty: 1004.819885
	Iteration 149Q: 3 clusters Score -4033398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4033399.750000 Penalty: 1004.819885
	Iteration 150Q: 3 clusters Score -4033400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4033397.000000 Penalty: 1004.819885
	Iteration 151Q: 3 clusters Score -4033397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4033399.750000 Penalty: 1004.819885
	Iteration 152Q: 3 clusters Score -4033400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4033406.750000 Penalty: 1004.819885
	Iteration 153Q: 3 clusters Score -4033407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4033392.500000 Penalty: 1004.819885
	Iteration 154Q: 3 clusters Score -4033392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4033400.000000 Penalty: 1004.819885
	Iteration 155Q: 3 clusters Score -4033400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4033398.750000 Penalty: 1004.819885
	Iteration 156Q: 3 clusters Score -4033399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4033397.000000 Penalty: 1004.819885
	Iteration 157Q: 3 clusters Score -4033397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4033403.000000 Penalty: 1004.819885
	Iteration 158Q: 3 clusters Score -4033403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4033403.000000 Penalty: 1004.819885
	Iteration 159Q: 3 clusters Score -4033403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4033397.250000 Penalty: 1004.819885
	Iteration 160F: 3 clusters Score -4033397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4033390.250000 Penalty: 1004.819885
	Iteration 161Q: 3 clusters Score -4033390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4033393.250000 Penalty: 1004.819885
	Iteration 162Q: 3 clusters Score -4033393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4033397.000000 Penalty: 1004.819885
	Iteration 163Q: 3 clusters Score -4033397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4033399.000000 Penalty: 1004.819885
	Iteration 164Q: 3 clusters Score -4033399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4033390.250000 Penalty: 1004.819885
	Iteration 165Q: 3 clusters Score -4033390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4033395.250000 Penalty: 1004.819885
	Iteration 166Q: 3 clusters Score -4033395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4033396.250000 Penalty: 1004.819885
	Iteration 167Q: 3 clusters Score -4033396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4033387.250000 Penalty: 1004.819885
	Iteration 168Q: 3 clusters Score -4033387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4033393.000000 Penalty: 1004.819885
	Iteration 169Q: 3 clusters Score -4033393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4033385.250000 Penalty: 1004.819885
	Iteration 170Q: 3 clusters Score -4033385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4033396.000000 Penalty: 1004.819885
	Iteration 171Q: 3 clusters Score -4033396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4033375.750000 Penalty: 1004.819885
	Iteration 172Q: 3 clusters Score -4033376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4033372.500000 Penalty: 1004.819885
	Iteration 173Q: 3 clusters Score -4033372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4033371.000000 Penalty: 1004.819885
	Iteration 174Q: 3 clusters Score -4033371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4033360.750000 Penalty: 1004.819885
	Iteration 175Q: 3 clusters Score -4033361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4033352.500000 Penalty: 1004.819885
	Iteration 176Q: 3 clusters Score -4033352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4033359.500000 Penalty: 1004.819885
	Iteration 177Q: 3 clusters Score -4033360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4033355.000000 Penalty: 1004.819885
	Iteration 178Q: 3 clusters Score -4033355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4033355.000000 Penalty: 1004.819885
	Iteration 179F: 3 clusters Score -4033355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 60325 members 
Mstep: Class 13 contains 172764 members 
Mstep: Class 14 contains 49637 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45988 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 52315 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 5725 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 2116 members 
Entering Unmasked Estep 
Score: -42193692.000000 Penalty: 18977.085938
Splitting cluster 12 changes total score from -42191148.000000 to -42193692.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (172764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Entering Unmasked Estep 
Score: -10809675.000000 Penalty: 548.715515
	Iteration 0F: 2 clusters Score -1.080968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -10712720.000000 Penalty: 1097.431030
	Iteration 0F: 3 clusters Score -1.071272e+07 nChanged 84943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -10763196.000000 Penalty: 1097.431030
	Iteration 1F: 3 clusters Score -1.07632e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -10766557.000000 Penalty: 1097.431030
	Iteration 2F: 3 clusters Score -1.076656e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -10773568.000000 Penalty: 1097.431030
	Iteration 3F: 3 clusters Score -1.077357e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -10783585.000000 Penalty: 1097.431030
	Iteration 4F: 3 clusters Score -1.078358e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -10794668.000000 Penalty: 1097.431030
	Iteration 5F: 3 clusters Score -1.079467e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -10799714.000000 Penalty: 1097.431030
	Iteration 6F: 3 clusters Score -1.079971e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -10800387.000000 Penalty: 1097.431030
	Iteration 7Q: 3 clusters Score -1.080039e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -10800310.000000 Penalty: 1097.431030
	Iteration 8Q: 3 clusters Score -1.080031e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -10800516.000000 Penalty: 1097.431030
	Iteration 9Q: 3 clusters Score -1.080052e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -10800238.000000 Penalty: 1097.431030
	Iteration 10Q: 3 clusters Score -1.080024e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -10799625.000000 Penalty: 1097.431030
	Iteration 11Q: 3 clusters Score -1.079962e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -10798444.000000 Penalty: 1097.431030
	Iteration 12Q: 3 clusters Score -1.079844e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -10797933.000000 Penalty: 1097.431030
	Iteration 13Q: 3 clusters Score -1.079793e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -10797850.000000 Penalty: 1097.431030
	Iteration 14Q: 3 clusters Score -1.079785e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -10797865.000000 Penalty: 1097.431030
	Iteration 15Q: 3 clusters Score -1.079786e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -10798364.000000 Penalty: 1097.431030
	Iteration 16Q: 3 clusters Score -1.079836e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -10798924.000000 Penalty: 1097.431030
	Iteration 17Q: 3 clusters Score -1.079892e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -10799368.000000 Penalty: 1097.431030
	Iteration 18Q: 3 clusters Score -1.079937e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -10799758.000000 Penalty: 1097.431030
	Iteration 19Q: 3 clusters Score -1.079976e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -10799932.000000 Penalty: 1097.431030
	Iteration 20F: 3 clusters Score -1.079993e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -10800023.000000 Penalty: 1097.431030
	Iteration 21Q: 3 clusters Score -1.080002e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -10799973.000000 Penalty: 1097.431030
	Iteration 22Q: 3 clusters Score -1.079997e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -10799966.000000 Penalty: 1097.431030
	Iteration 23Q: 3 clusters Score -1.079997e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -10800042.000000 Penalty: 1097.431030
	Iteration 24Q: 3 clusters Score -1.080004e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -10800088.000000 Penalty: 1097.431030
	Iteration 25Q: 3 clusters Score -1.080009e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -10800121.000000 Penalty: 1097.431030
	Iteration 26Q: 3 clusters Score -1.080012e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -10800204.000000 Penalty: 1097.431030
	Iteration 27Q: 3 clusters Score -1.08002e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.080029e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.08004e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -10800514.000000 Penalty: 1097.431030
	Iteration 30Q: 3 clusters Score -1.080051e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -10800585.000000 Penalty: 1097.431030
	Iteration 31Q: 3 clusters Score -1.080058e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -10800655.000000 Penalty: 1097.431030
	Iteration 32Q: 3 clusters Score -1.080066e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1.080088e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.080108e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.080126e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -10801416.000000 Penalty: 1097.431030
	Iteration 36Q: 3 clusters Score -1.080142e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.080159e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -10801658.000000 Penalty: 1097.431030
	Iteration 38Q: 3 clusters Score -1.080166e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.080185e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -10801992.000000 Penalty: 1097.431030
	Iteration 40F: 3 clusters Score -1.080199e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.08022e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.08023e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.080244e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.080257e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.080279e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.080295e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.080317e+07 nChanged 969
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.080332e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.080353e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.080369e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.080377e+07 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.080405e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.08042e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.080423e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.080447e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.080451e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.080468e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.080471e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.080481e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -10804928.000000 Penalty: 1097.431030
	Iteration 60F: 3 clusters Score -1.080493e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.080506e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -10805176.000000 Penalty: 1097.431030
	Iteration 62Q: 3 clusters Score -1.080518e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -10805297.000000 Penalty: 1097.431030
	Iteration 63Q: 3 clusters Score -1.08053e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -10805438.000000 Penalty: 1097.431030
	Iteration 64Q: 3 clusters Score -1.080544e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -10805559.000000 Penalty: 1097.431030
	Iteration 65Q: 3 clusters Score -1.080556e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -10805702.000000 Penalty: 1097.431030
	Iteration 66Q: 3 clusters Score -1.08057e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.080586e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.080599e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.080615e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.080627e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -10806338.000000 Penalty: 1097.431030
	Iteration 71Q: 3 clusters Score -1.080634e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.080648e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.080657e+07 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.080666e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.080678e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.080691e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.080698e+07 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.080712e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.080726e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 92319 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.080736e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -10807455.000000 Penalty: 1097.431030
	Iteration 81Q: 3 clusters Score -1.080746e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.08075e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.080756e+07 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.080755e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.080752e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.080751e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.080755e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.080762e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.080765e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.080768e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.080771e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.080778e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.080783e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.080787e+07 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.080791e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.080794e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.0808e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.080802e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.080802e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -10808027.000000 Penalty: 1097.431030
	Iteration 100F: 3 clusters Score -1.080803e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.08081e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -10808126.000000 Penalty: 1097.431030
	Iteration 102Q: 3 clusters Score -1.080813e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -10808132.000000 Penalty: 1097.431030
	Iteration 103Q: 3 clusters Score -1.080813e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -10808127.000000 Penalty: 1097.431030
	Iteration 104Q: 3 clusters Score -1.080813e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -10808177.000000 Penalty: 1097.431030
	Iteration 105Q: 3 clusters Score -1.080818e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -10808135.000000 Penalty: 1097.431030
	Iteration 106Q: 3 clusters Score -1.080814e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -10808177.000000 Penalty: 1097.431030
	Iteration 107Q: 3 clusters Score -1.080818e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -10808200.000000 Penalty: 1097.431030
	Iteration 108Q: 3 clusters Score -1.08082e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.080822e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.080823e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.080826e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.080825e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -10808299.000000 Penalty: 1097.431030
	Iteration 113Q: 3 clusters Score -1.08083e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -10808352.000000 Penalty: 1097.431030
	Iteration 114Q: 3 clusters Score -1.080835e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -10808416.000000 Penalty: 1097.431030
	Iteration 115Q: 3 clusters Score -1.080842e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -10808475.000000 Penalty: 1097.431030
	Iteration 116Q: 3 clusters Score -1.080848e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -10808505.000000 Penalty: 1097.431030
	Iteration 117Q: 3 clusters Score -1.08085e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -10808525.000000 Penalty: 1097.431030
	Iteration 118Q: 3 clusters Score -1.080852e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.080852e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -10808490.000000 Penalty: 1097.431030
	Iteration 120F: 3 clusters Score -1.080849e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -10808474.000000 Penalty: 1097.431030
	Iteration 121Q: 3 clusters Score -1.080847e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -10808470.000000 Penalty: 1097.431030
	Iteration 122Q: 3 clusters Score -1.080847e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.080845e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.080846e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.080846e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.080846e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.080845e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.080847e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.080849e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.080851e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.080857e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.080858e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.08086e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.080863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.080864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.080866e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.080866e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.08086e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -10808551.000000 Penalty: 1097.431030
	Iteration 139Q: 3 clusters Score -1.080855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -10808531.000000 Penalty: 1097.431030
	Iteration 140F: 3 clusters Score -1.080853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.080853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.080853e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.080853e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.080854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.080857e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -10808561.000000 Penalty: 1097.431030
	Iteration 146Q: 3 clusters Score -1.080856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -10808551.000000 Penalty: 1097.431030
	Iteration 147Q: 3 clusters Score -1.080855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -10808554.000000 Penalty: 1097.431030
	Iteration 148Q: 3 clusters Score -1.080855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.080857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -10808575.000000 Penalty: 1097.431030
	Iteration 150Q: 3 clusters Score -1.080858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -10808569.000000 Penalty: 1097.431030
	Iteration 151Q: 3 clusters Score -1.080857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -10808562.000000 Penalty: 1097.431030
	Iteration 152Q: 3 clusters Score -1.080856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -10808568.000000 Penalty: 1097.431030
	Iteration 153Q: 3 clusters Score -1.080857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -10808562.000000 Penalty: 1097.431030
	Iteration 154Q: 3 clusters Score -1.080856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -10808555.000000 Penalty: 1097.431030
	Iteration 155Q: 3 clusters Score -1.080856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -10808522.000000 Penalty: 1097.431030
	Iteration 156Q: 3 clusters Score -1.080852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -10808532.000000 Penalty: 1097.431030
	Iteration 157Q: 3 clusters Score -1.080853e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.080852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -10808528.000000 Penalty: 1097.431030
	Iteration 159Q: 3 clusters Score -1.080853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -10808516.000000 Penalty: 1097.431030
	Iteration 160F: 3 clusters Score -1.080852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -10808514.000000 Penalty: 1097.431030
	Iteration 161Q: 3 clusters Score -1.080851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -10808517.000000 Penalty: 1097.431030
	Iteration 162Q: 3 clusters Score -1.080852e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -10808514.000000 Penalty: 1097.431030
	Iteration 163Q: 3 clusters Score -1.080851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -10808510.000000 Penalty: 1097.431030
	Iteration 164Q: 3 clusters Score -1.080851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.080851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -10808518.000000 Penalty: 1097.431030
	Iteration 166Q: 3 clusters Score -1.080852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -10808505.000000 Penalty: 1097.431030
	Iteration 167Q: 3 clusters Score -1.08085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -10808494.000000 Penalty: 1097.431030
	Iteration 168Q: 3 clusters Score -1.080849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.08085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.08085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -10808513.000000 Penalty: 1097.431030
	Iteration 171Q: 3 clusters Score -1.080851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -10808521.000000 Penalty: 1097.431030
	Iteration 172Q: 3 clusters Score -1.080852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.08085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.080851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -10808512.000000 Penalty: 1097.431030
	Iteration 175Q: 3 clusters Score -1.080851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.080852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.080851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.08085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -10808519.000000 Penalty: 1097.431030
	Iteration 179Q: 3 clusters Score -1.080852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -10808508.000000 Penalty: 1097.431030
	Iteration 180F: 3 clusters Score -1.080851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -10808522.000000 Penalty: 1097.431030
	Iteration 181Q: 3 clusters Score -1.080852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -10808516.000000 Penalty: 1097.431030
	Iteration 182Q: 3 clusters Score -1.080852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.080851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.080852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.080852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10808524.000000 Penalty: 1097.431030
	Iteration 186Q: 3 clusters Score -1.080852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -10808530.000000 Penalty: 1097.431030
	Iteration 187Q: 3 clusters Score -1.080853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -10808514.000000 Penalty: 1097.431030
	Iteration 188Q: 3 clusters Score -1.080851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -10808517.000000 Penalty: 1097.431030
	Iteration 189Q: 3 clusters Score -1.080852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -10808509.000000 Penalty: 1097.431030
	Iteration 190Q: 3 clusters Score -1.080851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -10808517.000000 Penalty: 1097.431030
	Iteration 191Q: 3 clusters Score -1.080852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -10808514.000000 Penalty: 1097.431030
	Iteration 192Q: 3 clusters Score -1.080851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -10808504.000000 Penalty: 1097.431030
	Iteration 193Q: 3 clusters Score -1.08085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -10808499.000000 Penalty: 1097.431030
	Iteration 194Q: 3 clusters Score -1.08085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.080849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.080849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -10808498.000000 Penalty: 1097.431030
	Iteration 197Q: 3 clusters Score -1.08085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -10808502.000000 Penalty: 1097.431030
	Iteration 198Q: 3 clusters Score -1.08085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -10808498.000000 Penalty: 1097.431030
	Iteration 199Q: 3 clusters Score -1.08085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -10808514.000000 Penalty: 1097.431030
	Iteration 200F: 3 clusters Score -1.080851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -10808509.000000 Penalty: 1097.431030
	Iteration 201Q: 3 clusters Score -1.080851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -10808514.000000 Penalty: 1097.431030
	Iteration 202Q: 3 clusters Score -1.080851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10808518.000000 Penalty: 1097.431030
	Iteration 203Q: 3 clusters Score -1.080852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10808509.000000 Penalty: 1097.431030
	Iteration 204Q: 3 clusters Score -1.080851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -10808518.000000 Penalty: 1097.431030
	Iteration 205Q: 3 clusters Score -1.080852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -10808524.000000 Penalty: 1097.431030
	Iteration 206Q: 3 clusters Score -1.080852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -10808515.000000 Penalty: 1097.431030
	Iteration 207Q: 3 clusters Score -1.080852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -10808520.000000 Penalty: 1097.431030
	Iteration 208Q: 3 clusters Score -1.080852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -10808523.000000 Penalty: 1097.431030
	Iteration 209Q: 3 clusters Score -1.080852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -10808518.000000 Penalty: 1097.431030
	Iteration 210Q: 3 clusters Score -1.080852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10808517.000000 Penalty: 1097.431030
	Iteration 211Q: 3 clusters Score -1.080852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10808513.000000 Penalty: 1097.431030
	Iteration 212Q: 3 clusters Score -1.080851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10808513.000000 Penalty: 1097.431030
	Iteration 213F: 3 clusters Score -1.080851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Entering Unmasked Estep 
Score: -3210074.750000 Penalty: 491.968353
	Iteration 0F: 2 clusters Score -3210075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3177099.750000 Penalty: 983.936707
	Iteration 0F: 3 clusters Score -3177100 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3194678.000000 Penalty: 983.936707
	Iteration 1F: 3 clusters Score -3194678 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3198443.250000 Penalty: 983.936707
	Iteration 2F: 3 clusters Score -3198443 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3202684.500000 Penalty: 983.936707
	Iteration 3F: 3 clusters Score -3202684 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3206185.250000 Penalty: 983.936707
	Iteration 4F: 3 clusters Score -3206185 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3207499.750000 Penalty: 983.936707
	Iteration 5Q: 3 clusters Score -3207500 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3207810.500000 Penalty: 983.936707
	Iteration 6Q: 3 clusters Score -3207810 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3207900.500000 Penalty: 983.936707
	Iteration 7Q: 3 clusters Score -3207900 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3207976.500000 Penalty: 983.936707
	Iteration 8Q: 3 clusters Score -3207976 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3208038.750000 Penalty: 983.936707
	Iteration 9Q: 3 clusters Score -3208039 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3208082.000000 Penalty: 983.936707
	Iteration 10Q: 3 clusters Score -3208082 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3208124.250000 Penalty: 983.936707
	Iteration 11Q: 3 clusters Score -3208124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3208157.750000 Penalty: 983.936707
	Iteration 12Q: 3 clusters Score -3208158 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3208181.000000 Penalty: 983.936707
	Iteration 13Q: 3 clusters Score -3208181 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3208217.000000 Penalty: 983.936707
	Iteration 14Q: 3 clusters Score -3208217 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3208256.750000 Penalty: 983.936707
	Iteration 15Q: 3 clusters Score -3208257 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3208268.500000 Penalty: 983.936707
	Iteration 16Q: 3 clusters Score -3208268 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3208322.250000 Penalty: 983.936707
	Iteration 17Q: 3 clusters Score -3208322 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3208350.250000 Penalty: 983.936707
	Iteration 18Q: 3 clusters Score -3208350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3208380.750000 Penalty: 983.936707
	Iteration 19Q: 3 clusters Score -3208381 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3208411.500000 Penalty: 983.936707
	Iteration 20F: 3 clusters Score -3208412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3208442.500000 Penalty: 983.936707
	Iteration 21Q: 3 clusters Score -3208442 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3208467.250000 Penalty: 983.936707
	Iteration 22Q: 3 clusters Score -3208467 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3208491.500000 Penalty: 983.936707
	Iteration 23Q: 3 clusters Score -3208492 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3208519.250000 Penalty: 983.936707
	Iteration 24Q: 3 clusters Score -3208519 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3208528.000000 Penalty: 983.936707
	Iteration 25Q: 3 clusters Score -3208528 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3208566.750000 Penalty: 983.936707
	Iteration 26Q: 3 clusters Score -3208567 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3208577.500000 Penalty: 983.936707
	Iteration 27Q: 3 clusters Score -3208578 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3208610.250000 Penalty: 983.936707
	Iteration 28Q: 3 clusters Score -3208610 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3208631.750000 Penalty: 983.936707
	Iteration 29Q: 3 clusters Score -3208632 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3208654.500000 Penalty: 983.936707
	Iteration 30Q: 3 clusters Score -3208654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3208684.000000 Penalty: 983.936707
	Iteration 31Q: 3 clusters Score -3208684 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3208702.250000 Penalty: 983.936707
	Iteration 32Q: 3 clusters Score -3208702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3208726.250000 Penalty: 983.936707
	Iteration 33Q: 3 clusters Score -3208726 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3208739.500000 Penalty: 983.936707
	Iteration 34Q: 3 clusters Score -3208740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3208771.750000 Penalty: 983.936707
	Iteration 35Q: 3 clusters Score -3208772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3208805.500000 Penalty: 983.936707
	Iteration 36Q: 3 clusters Score -3208806 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3208828.000000 Penalty: 983.936707
	Iteration 37Q: 3 clusters Score -3208828 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3208856.750000 Penalty: 983.936707
	Iteration 38Q: 3 clusters Score -3208857 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3208870.000000 Penalty: 983.936707
	Iteration 39Q: 3 clusters Score -3208870 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3208895.000000 Penalty: 983.936707
	Iteration 40F: 3 clusters Score -3208895 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3208929.750000 Penalty: 983.936707
	Iteration 41Q: 3 clusters Score -3208930 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3208959.250000 Penalty: 983.936707
	Iteration 42Q: 3 clusters Score -3208959 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3209000.000000 Penalty: 983.936707
	Iteration 43Q: 3 clusters Score -3209000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3209018.000000 Penalty: 983.936707
	Iteration 44Q: 3 clusters Score -3209018 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3209048.750000 Penalty: 983.936707
	Iteration 45Q: 3 clusters Score -3209049 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3209071.000000 Penalty: 983.936707
	Iteration 46Q: 3 clusters Score -3209071 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3209095.500000 Penalty: 983.936707
	Iteration 47Q: 3 clusters Score -3209096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3209105.000000 Penalty: 983.936707
	Iteration 48Q: 3 clusters Score -3209105 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3209126.750000 Penalty: 983.936707
	Iteration 49Q: 3 clusters Score -3209127 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3209134.500000 Penalty: 983.936707
	Iteration 50Q: 3 clusters Score -3209134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3209146.500000 Penalty: 983.936707
	Iteration 51Q: 3 clusters Score -3209146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3209143.000000 Penalty: 983.936707
	Iteration 52Q: 3 clusters Score -3209143 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3209152.500000 Penalty: 983.936707
	Iteration 53Q: 3 clusters Score -3209152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3209165.250000 Penalty: 983.936707
	Iteration 54Q: 3 clusters Score -3209165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3209173.750000 Penalty: 983.936707
	Iteration 55Q: 3 clusters Score -3209174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3209175.250000 Penalty: 983.936707
	Iteration 56Q: 3 clusters Score -3209175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3209213.500000 Penalty: 983.936707
	Iteration 57Q: 3 clusters Score -3209214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3209235.750000 Penalty: 983.936707
	Iteration 58Q: 3 clusters Score -3209236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3209239.250000 Penalty: 983.936707
	Iteration 59Q: 3 clusters Score -3209239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3209266.750000 Penalty: 983.936707
	Iteration 60F: 3 clusters Score -3209267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3209303.500000 Penalty: 983.936707
	Iteration 61Q: 3 clusters Score -3209304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3209366.000000 Penalty: 983.936707
	Iteration 62Q: 3 clusters Score -3209366 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3209425.000000 Penalty: 983.936707
	Iteration 63Q: 3 clusters Score -3209425 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3209493.500000 Penalty: 983.936707
	Iteration 64Q: 3 clusters Score -3209494 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3209564.250000 Penalty: 983.936707
	Iteration 65Q: 3 clusters Score -3209564 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3209637.000000 Penalty: 983.936707
	Iteration 66Q: 3 clusters Score -3209637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3209675.500000 Penalty: 983.936707
	Iteration 67Q: 3 clusters Score -3209676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3209713.250000 Penalty: 983.936707
	Iteration 68Q: 3 clusters Score -3209713 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3209736.500000 Penalty: 983.936707
	Iteration 69Q: 3 clusters Score -3209736 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3209776.750000 Penalty: 983.936707
	Iteration 70Q: 3 clusters Score -3209777 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3209806.250000 Penalty: 983.936707
	Iteration 71Q: 3 clusters Score -3209806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3209883.000000 Penalty: 983.936707
	Iteration 72Q: 3 clusters Score -3209883 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3209955 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3210075 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3210148 nChanged 161
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Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3210210 nChanged 160
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Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3210274.250000 Penalty: 983.936707
	Iteration 78Q: 3 clusters Score -3210274 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3210304.500000 Penalty: 983.936707
	Iteration 79Q: 3 clusters Score -3210304 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3210345.500000 Penalty: 983.936707
	Iteration 80F: 3 clusters Score -3210346 nChanged 142
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Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3210374 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3210380 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3210389.250000 Penalty: 983.936707
	Iteration 83Q: 3 clusters Score -3210389 nChanged 95
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Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3210422 nChanged 115
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Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3210440 nChanged 107
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Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3210469 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3210499 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3210515.250000 Penalty: 983.936707
	Iteration 88Q: 3 clusters Score -3210515 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3210531 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3210543 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3210555.000000 Penalty: 983.936707
	Iteration 91Q: 3 clusters Score -3210555 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3210578 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3210596 nChanged 94
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Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3210615 nChanged 83
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Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3210621 nChanged 72
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Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3210632 nChanged 65
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Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3210639 nChanged 69
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Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3210644.250000 Penalty: 983.936707
	Iteration 98Q: 3 clusters Score -3210644 nChanged 80
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Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3210661 nChanged 81
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Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3210692.000000 Penalty: 983.936707
	Iteration 100F: 3 clusters Score -3210692 nChanged 71
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Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3210698 nChanged 61
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Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3210700 nChanged 50
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Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3210706 nChanged 43
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Mstep: Class 1 contains 44076 members 
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Entering Unmasked Estep 
Score: -3210703.000000 Penalty: 983.936707
	Iteration 104Q: 3 clusters Score -3210703 nChanged 49
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Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3210701 nChanged 43
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Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3210708 nChanged 34
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Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3210711 nChanged 28
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Mstep: Class 1 contains 44230 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3210709 nChanged 29
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Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3210708 nChanged 17
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Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3210701 nChanged 17
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Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3210704 nChanged 19
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Mstep: Class 1 contains 44312 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3210700 nChanged 24
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Mstep: Class 1 contains 44336 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3210706 nChanged 25
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Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3210702 nChanged 30
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Mstep: Class 1 contains 44391 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3210704 nChanged 35
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Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3210701 nChanged 38
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Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3210707 nChanged 34
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Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3210712.000000 Penalty: 983.936707
	Iteration 118Q: 3 clusters Score -3210712 nChanged 25
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Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3210706 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3210714.000000 Penalty: 983.936707
	Iteration 120F: 3 clusters Score -3210714 nChanged 30
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Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3210716 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
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Entering Unmasked Estep 
Score: -3210713.250000 Penalty: 983.936707
	Iteration 122Q: 3 clusters Score -3210713 nChanged 33
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Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3210713 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3210720.750000 Penalty: 983.936707
	Iteration 124Q: 3 clusters Score -3210721 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3210714 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3210718.250000 Penalty: 983.936707
	Iteration 126Q: 3 clusters Score -3210718 nChanged 30
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Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3210720 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3210731.000000 Penalty: 983.936707
	Iteration 128Q: 3 clusters Score -3210731 nChanged 36
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Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3210726.250000 Penalty: 983.936707
	Iteration 129Q: 3 clusters Score -3210726 nChanged 33
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Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3210728.750000 Penalty: 983.936707
	Iteration 130Q: 3 clusters Score -3210729 nChanged 32
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Mstep: Class 1 contains 44904 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3210731 nChanged 31
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Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3210734.750000 Penalty: 983.936707
	Iteration 132Q: 3 clusters Score -3210735 nChanged 29
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Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3210736 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3210737.500000 Penalty: 983.936707
	Iteration 134Q: 3 clusters Score -3210738 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 4629 members 
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	Iteration 135Q: 3 clusters Score -3210738 nChanged 22
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Mstep: Class 1 contains 45030 members 
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	Iteration 136Q: 3 clusters Score -3210736 nChanged 13
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Mstep: Class 1 contains 45041 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3210736 nChanged 18
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Mstep: Class 1 contains 45057 members 
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Entering Unmasked Estep 
Score: -3210733.000000 Penalty: 983.936707
	Iteration 138Q: 3 clusters Score -3210733 nChanged 10
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Mstep: Class 1 contains 45067 members 
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Entering Unmasked Estep 
Score: -3210732.000000 Penalty: 983.936707
	Iteration 139Q: 3 clusters Score -3210732 nChanged 9
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Mstep: Class 1 contains 45076 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3210736 nChanged 9
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Mstep: Class 1 contains 45085 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3210734 nChanged 12
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Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3210734 nChanged 12
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Mstep: Class 1 contains 45109 members 
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	Iteration 143Q: 3 clusters Score -3210738 nChanged 9
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Mstep: Class 1 contains 45118 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3210735 nChanged 10
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Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3210740.000000 Penalty: 983.936707
	Iteration 145Q: 3 clusters Score -3210740 nChanged 10
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Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3210742.250000 Penalty: 983.936707
	Iteration 146Q: 3 clusters Score -3210742 nChanged 8
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Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3210738 nChanged 8
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Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3210741.000000 Penalty: 983.936707
	Iteration 148Q: 3 clusters Score -3210741 nChanged 7
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Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3210743.250000 Penalty: 983.936707
	Iteration 149Q: 3 clusters Score -3210743 nChanged 9
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Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 4467 members 
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Score: -3210746.000000 Penalty: 983.936707
	Iteration 150Q: 3 clusters Score -3210746 nChanged 12
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Mstep: Class 1 contains 45182 members 
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	Iteration 151Q: 3 clusters Score -3210748 nChanged 18
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Mstep: Class 1 contains 45200 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3210747 nChanged 18
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	Iteration 153Q: 3 clusters Score -3210750 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3210742 nChanged 19
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3210738 nChanged 22
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	Iteration 156Q: 3 clusters Score -3210738 nChanged 18
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Mstep: Class 2 contains 4342 members 
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	Iteration 157Q: 3 clusters Score -3210739 nChanged 16
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Mstep: Class 1 contains 45311 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3210739 nChanged 18
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	Iteration 159Q: 3 clusters Score -3210742 nChanged 24
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Mstep: Class 1 contains 45351 members 
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	Iteration 160F: 3 clusters Score -3210746 nChanged 20
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Mstep: Class 1 contains 45369 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3210750 nChanged 20
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Mstep: Class 1 contains 45389 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3210747 nChanged 21
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Entering Unmasked Estep 
Score: -3210751.250000 Penalty: 983.936707
	Iteration 163Q: 3 clusters Score -3210751 nChanged 22
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	Iteration 164Q: 3 clusters Score -3210749 nChanged 24
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	Iteration 165Q: 3 clusters Score -3210748 nChanged 26
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Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3210750.250000 Penalty: 983.936707
	Iteration 166Q: 3 clusters Score -3210750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3210760.750000 Penalty: 983.936707
	Iteration 167Q: 3 clusters Score -3210761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3210756.250000 Penalty: 983.936707
	Iteration 168Q: 3 clusters Score -3210756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3210752.750000 Penalty: 983.936707
	Iteration 169Q: 3 clusters Score -3210753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3210758.250000 Penalty: 983.936707
	Iteration 170Q: 3 clusters Score -3210758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3210757.750000 Penalty: 983.936707
	Iteration 171Q: 3 clusters Score -3210758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3210757.500000 Penalty: 983.936707
	Iteration 172Q: 3 clusters Score -3210758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3210761.250000 Penalty: 983.936707
	Iteration 173Q: 3 clusters Score -3210761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3210756.750000 Penalty: 983.936707
	Iteration 174Q: 3 clusters Score -3210757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3210755.250000 Penalty: 983.936707
	Iteration 175Q: 3 clusters Score -3210755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3210753.500000 Penalty: 983.936707
	Iteration 176Q: 3 clusters Score -3210754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3210753.500000 Penalty: 983.936707
	Iteration 177Q: 3 clusters Score -3210754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3210753.250000 Penalty: 983.936707
	Iteration 178Q: 3 clusters Score -3210753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3210753.250000 Penalty: 983.936707
	Iteration 179Q: 3 clusters Score -3210753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3210754.000000 Penalty: 983.936707
	Iteration 180F: 3 clusters Score -3210754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3210756.250000 Penalty: 983.936707
	Iteration 181Q: 3 clusters Score -3210756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3210756.250000 Penalty: 983.936707
	Iteration 182F: 3 clusters Score -3210756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 60325 members 
Mstep: Class 13 contains 172764 members 
Mstep: Class 14 contains 45602 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45988 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 52315 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 5725 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 2116 members 
Mstep: Class 32 contains 4035 members 
Entering Unmasked Estep 
Score: -42194132.000000 Penalty: 19589.250000
Splitting cluster 14 changes total score from -42191148.000000 to -42194132.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -1135027.375000 Penalty: 445.329407
	Iteration 0F: 2 clusters Score -1135027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1123291.250000 Penalty: 890.658813
	Iteration 0F: 3 clusters Score -1123291 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1129088.000000 Penalty: 890.658813
	Iteration 1F: 3 clusters Score -1129088 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1130764.625000 Penalty: 890.658813
	Iteration 2F: 3 clusters Score -1130765 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1132546.875000 Penalty: 890.658813
	Iteration 3F: 3 clusters Score -1132547 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1133643.125000 Penalty: 890.658813
	Iteration 4F: 3 clusters Score -1133643 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1134060.250000 Penalty: 890.658813
	Iteration 5Q: 3 clusters Score -1134060 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1134235.500000 Penalty: 890.658813
	Iteration 6Q: 3 clusters Score -1134236 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1134366.375000 Penalty: 890.658813
	Iteration 7Q: 3 clusters Score -1134366 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1134475.875000 Penalty: 890.658813
	Iteration 8Q: 3 clusters Score -1134476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1134573.250000 Penalty: 890.658813
	Iteration 9Q: 3 clusters Score -1134573 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1134642.500000 Penalty: 890.658813
	Iteration 10Q: 3 clusters Score -1134642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1134699.375000 Penalty: 890.658813
	Iteration 11Q: 3 clusters Score -1134699 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1134750.625000 Penalty: 890.658813
	Iteration 12Q: 3 clusters Score -1134751 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1134787.375000 Penalty: 890.658813
	Iteration 13Q: 3 clusters Score -1134787 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1134813.125000 Penalty: 890.658813
	Iteration 14Q: 3 clusters Score -1134813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1134830.375000 Penalty: 890.658813
	Iteration 15Q: 3 clusters Score -1134830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1134844.875000 Penalty: 890.658813
	Iteration 16Q: 3 clusters Score -1134845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1134858.250000 Penalty: 890.658813
	Iteration 17Q: 3 clusters Score -1134858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1134869.625000 Penalty: 890.658813
	Iteration 18Q: 3 clusters Score -1134870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1134875.125000 Penalty: 890.658813
	Iteration 19Q: 3 clusters Score -1134875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1134881.750000 Penalty: 890.658813
	Iteration 20F: 3 clusters Score -1134882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1134891.500000 Penalty: 890.658813
	Iteration 21Q: 3 clusters Score -1134892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1134896.125000 Penalty: 890.658813
	Iteration 22Q: 3 clusters Score -1134896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1134899.000000 Penalty: 890.658813
	Iteration 23Q: 3 clusters Score -1134899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1134901.875000 Penalty: 890.658813
	Iteration 24Q: 3 clusters Score -1134902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1134905.625000 Penalty: 890.658813
	Iteration 25Q: 3 clusters Score -1134906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1134906.375000 Penalty: 890.658813
	Iteration 26Q: 3 clusters Score -1134906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1134905.500000 Penalty: 890.658813
	Iteration 27Q: 3 clusters Score -1134906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1134909.375000 Penalty: 890.658813
	Iteration 28Q: 3 clusters Score -1134909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1134912.875000 Penalty: 890.658813
	Iteration 29Q: 3 clusters Score -1134913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1134912.125000 Penalty: 890.658813
	Iteration 30Q: 3 clusters Score -1134912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1134916.375000 Penalty: 890.658813
	Iteration 31Q: 3 clusters Score -1134916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1134916.500000 Penalty: 890.658813
	Iteration 32Q: 3 clusters Score -1134916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1134917.750000 Penalty: 890.658813
	Iteration 33Q: 3 clusters Score -1134918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1134917.625000 Penalty: 890.658813
	Iteration 34Q: 3 clusters Score -1134918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1134917.875000 Penalty: 890.658813
	Iteration 35Q: 3 clusters Score -1134918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1134917.125000 Penalty: 890.658813
	Iteration 36Q: 3 clusters Score -1134917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1134915.125000 Penalty: 890.658813
	Iteration 37Q: 3 clusters Score -1134915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1134916.375000 Penalty: 890.658813
	Iteration 38Q: 3 clusters Score -1134916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1134917.500000 Penalty: 890.658813
	Iteration 39Q: 3 clusters Score -1134918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1134916.250000 Penalty: 890.658813
	Iteration 40F: 3 clusters Score -1134916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1134917.500000 Penalty: 890.658813
	Iteration 41Q: 3 clusters Score -1134918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1134917.500000 Penalty: 890.658813
	Iteration 42F: 3 clusters Score -1134918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -673299.250000 Penalty: 424.703796
	Iteration 0F: 2 clusters Score -673299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -665718.125000 Penalty: 849.407593
	Iteration 0F: 3 clusters Score -665718.1 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -668888.125000 Penalty: 849.407593
	Iteration 1F: 3 clusters Score -668888.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -669204.687500 Penalty: 849.407593
	Iteration 2F: 3 clusters Score -669204.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -669692.000000 Penalty: 849.407593
	Iteration 3F: 3 clusters Score -669692 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -670289.062500 Penalty: 849.407593
	Iteration 4F: 3 clusters Score -670289.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -670971.437500 Penalty: 849.407593
	Iteration 5F: 3 clusters Score -670971.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -671659.312500 Penalty: 849.407593
	Iteration 6F: 3 clusters Score -671659.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -672096.312500 Penalty: 849.407593
	Iteration 7Q: 3 clusters Score -672096.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -672361.937500 Penalty: 849.407593
	Iteration 8Q: 3 clusters Score -672361.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -672512.437500 Penalty: 849.407593
	Iteration 9Q: 3 clusters Score -672512.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -672632.125000 Penalty: 849.407593
	Iteration 10Q: 3 clusters Score -672632.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -672704.625000 Penalty: 849.407593
	Iteration 11Q: 3 clusters Score -672704.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -672757.687500 Penalty: 849.407593
	Iteration 12Q: 3 clusters Score -672757.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -672811.312500 Penalty: 849.407593
	Iteration 13Q: 3 clusters Score -672811.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -672845.375000 Penalty: 849.407593
	Iteration 14Q: 3 clusters Score -672845.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -672868.312500 Penalty: 849.407593
	Iteration 15Q: 3 clusters Score -672868.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -672885.875000 Penalty: 849.407593
	Iteration 16Q: 3 clusters Score -672885.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -672904.375000 Penalty: 849.407593
	Iteration 17Q: 3 clusters Score -672904.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -672916.125000 Penalty: 849.407593
	Iteration 18Q: 3 clusters Score -672916.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -672926.437500 Penalty: 849.407593
	Iteration 19Q: 3 clusters Score -672926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -672935.187500 Penalty: 849.407593
	Iteration 20F: 3 clusters Score -672935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -672942.562500 Penalty: 849.407593
	Iteration 21Q: 3 clusters Score -672942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -672948.187500 Penalty: 849.407593
	Iteration 22Q: 3 clusters Score -672948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -672954.000000 Penalty: 849.407593
	Iteration 23Q: 3 clusters Score -672954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -672956.437500 Penalty: 849.407593
	Iteration 24Q: 3 clusters Score -672956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -672957.437500 Penalty: 849.407593
	Iteration 25Q: 3 clusters Score -672957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -672958.437500 Penalty: 849.407593
	Iteration 26Q: 3 clusters Score -672958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -672959.562500 Penalty: 849.407593
	Iteration 27Q: 3 clusters Score -672959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -672961.375000 Penalty: 849.407593
	Iteration 28Q: 3 clusters Score -672961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -672964.187500 Penalty: 849.407593
	Iteration 29Q: 3 clusters Score -672964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -672966.687500 Penalty: 849.407593
	Iteration 30Q: 3 clusters Score -672966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -672967.875000 Penalty: 849.407593
	Iteration 31Q: 3 clusters Score -672967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -672967.625000 Penalty: 849.407593
	Iteration 32Q: 3 clusters Score -672967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -672968.062500 Penalty: 849.407593
	Iteration 33Q: 3 clusters Score -672968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -672968.062500 Penalty: 849.407593
	Iteration 34F: 3 clusters Score -672968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Entering Unmasked Estep 
Score: -4611431.000000 Penalty: 511.644836
	Iteration 0F: 2 clusters Score -4611431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4560074.500000 Penalty: 1023.289673
	Iteration 0F: 3 clusters Score -4560074 nChanged 37246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4582615.000000 Penalty: 1023.289673
	Iteration 1F: 3 clusters Score -4582615 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4583855.000000 Penalty: 1023.289673
	Iteration 2Q: 3 clusters Score -4583855 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4585692.500000 Penalty: 1023.289673
	Iteration 3Q: 3 clusters Score -4585692 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4588416.500000 Penalty: 1023.289673
	Iteration 4F: 3 clusters Score -4588416 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4592265.500000 Penalty: 1023.289673
	Iteration 5F: 3 clusters Score -4592266 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4596035.500000 Penalty: 1023.289673
	Iteration 6F: 3 clusters Score -4596036 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4598094.500000 Penalty: 1023.289673
	Iteration 7F: 3 clusters Score -4598094 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4598729.000000 Penalty: 1023.289673
	Iteration 8Q: 3 clusters Score -4598729 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4598953.000000 Penalty: 1023.289673
	Iteration 9Q: 3 clusters Score -4598953 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4599043.500000 Penalty: 1023.289673
	Iteration 10Q: 3 clusters Score -4599044 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4599123.000000 Penalty: 1023.289673
	Iteration 11Q: 3 clusters Score -4599123 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4599256.500000 Penalty: 1023.289673
	Iteration 12Q: 3 clusters Score -4599256 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4599394.000000 Penalty: 1023.289673
	Iteration 13Q: 3 clusters Score -4599394 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4599536.500000 Penalty: 1023.289673
	Iteration 14Q: 3 clusters Score -4599536 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4599705.500000 Penalty: 1023.289673
	Iteration 15Q: 3 clusters Score -4599706 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4599875.500000 Penalty: 1023.289673
	Iteration 16Q: 3 clusters Score -4599876 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4600057.000000 Penalty: 1023.289673
	Iteration 17Q: 3 clusters Score -4600057 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4600225.000000 Penalty: 1023.289673
	Iteration 18Q: 3 clusters Score -4600225 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4600415.000000 Penalty: 1023.289673
	Iteration 19Q: 3 clusters Score -4600415 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4600581.500000 Penalty: 1023.289673
	Iteration 20F: 3 clusters Score -4600582 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4600728.500000 Penalty: 1023.289673
	Iteration 21Q: 3 clusters Score -4600728 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4600929.500000 Penalty: 1023.289673
	Iteration 22Q: 3 clusters Score -4600930 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4601112.500000 Penalty: 1023.289673
	Iteration 23Q: 3 clusters Score -4601112 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4601297.000000 Penalty: 1023.289673
	Iteration 24Q: 3 clusters Score -4601297 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4601538.500000 Penalty: 1023.289673
	Iteration 25Q: 3 clusters Score -4601538 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4601834.500000 Penalty: 1023.289673
	Iteration 26Q: 3 clusters Score -4601834 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4602186.500000 Penalty: 1023.289673
	Iteration 27Q: 3 clusters Score -4602186 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4602555.000000 Penalty: 1023.289673
	Iteration 28Q: 3 clusters Score -4602555 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4602976.000000 Penalty: 1023.289673
	Iteration 29Q: 3 clusters Score -4602976 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4603452.000000 Penalty: 1023.289673
	Iteration 30Q: 3 clusters Score -4603452 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4603951.500000 Penalty: 1023.289673
	Iteration 31Q: 3 clusters Score -4603952 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -4604444.500000 Penalty: 1023.289673
	Iteration 32Q: 3 clusters Score -4604444 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4604850.500000 Penalty: 1023.289673
	Iteration 33Q: 3 clusters Score -4604850 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4605164.500000 Penalty: 1023.289673
	Iteration 34Q: 3 clusters Score -4605164 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4605462.000000 Penalty: 1023.289673
	Iteration 35Q: 3 clusters Score -4605462 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4605633.000000 Penalty: 1023.289673
	Iteration 36Q: 3 clusters Score -4605633 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4605750.000000 Penalty: 1023.289673
	Iteration 37Q: 3 clusters Score -4605750 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4605832.500000 Penalty: 1023.289673
	Iteration 38Q: 3 clusters Score -4605832 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4605865.000000 Penalty: 1023.289673
	Iteration 39Q: 3 clusters Score -4605865 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4605896.500000 Penalty: 1023.289673
	Iteration 40F: 3 clusters Score -4605896 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4605964.000000 Penalty: 1023.289673
	Iteration 41Q: 3 clusters Score -4605964 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4605994.000000 Penalty: 1023.289673
	Iteration 42Q: 3 clusters Score -4605994 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4605994.000000 Penalty: 1023.289673
	Iteration 43Q: 3 clusters Score -4605994 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4606027.500000 Penalty: 1023.289673
	Iteration 44Q: 3 clusters Score -4606028 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4606052.000000 Penalty: 1023.289673
	Iteration 45Q: 3 clusters Score -4606052 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4606056.500000 Penalty: 1023.289673
	Iteration 46Q: 3 clusters Score -4606056 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4606077.000000 Penalty: 1023.289673
	Iteration 47Q: 3 clusters Score -4606077 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4606099.000000 Penalty: 1023.289673
	Iteration 48Q: 3 clusters Score -4606099 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4606097.000000 Penalty: 1023.289673
	Iteration 49Q: 3 clusters Score -4606097 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4606114.500000 Penalty: 1023.289673
	Iteration 50Q: 3 clusters Score -4606114 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4606142.500000 Penalty: 1023.289673
	Iteration 51Q: 3 clusters Score -4606142 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4606158.500000 Penalty: 1023.289673
	Iteration 52Q: 3 clusters Score -4606158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4606152.000000 Penalty: 1023.289673
	Iteration 53Q: 3 clusters Score -4606152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4606164.000000 Penalty: 1023.289673
	Iteration 54Q: 3 clusters Score -4606164 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4606181.000000 Penalty: 1023.289673
	Iteration 55Q: 3 clusters Score -4606181 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4606188.500000 Penalty: 1023.289673
	Iteration 56Q: 3 clusters Score -4606188 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4606202.500000 Penalty: 1023.289673
	Iteration 57Q: 3 clusters Score -4606202 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4606220.000000 Penalty: 1023.289673
	Iteration 58Q: 3 clusters Score -4606220 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4606226.000000 Penalty: 1023.289673
	Iteration 59Q: 3 clusters Score -4606226 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4606263.000000 Penalty: 1023.289673
	Iteration 60F: 3 clusters Score -4606263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4606295.000000 Penalty: 1023.289673
	Iteration 61Q: 3 clusters Score -4606295 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4606312.000000 Penalty: 1023.289673
	Iteration 62Q: 3 clusters Score -4606312 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4606358.000000 Penalty: 1023.289673
	Iteration 63Q: 3 clusters Score -4606358 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4606396.500000 Penalty: 1023.289673
	Iteration 64Q: 3 clusters Score -4606396 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4606414.500000 Penalty: 1023.289673
	Iteration 65Q: 3 clusters Score -4606414 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4606468.500000 Penalty: 1023.289673
	Iteration 66Q: 3 clusters Score -4606468 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4606529.000000 Penalty: 1023.289673
	Iteration 67Q: 3 clusters Score -4606529 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4606570.000000 Penalty: 1023.289673
	Iteration 68Q: 3 clusters Score -4606570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4606619.500000 Penalty: 1023.289673
	Iteration 69Q: 3 clusters Score -4606620 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4606679.500000 Penalty: 1023.289673
	Iteration 70Q: 3 clusters Score -4606680 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4606746.500000 Penalty: 1023.289673
	Iteration 71Q: 3 clusters Score -4606746 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4606818.500000 Penalty: 1023.289673
	Iteration 72Q: 3 clusters Score -4606818 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4606893.000000 Penalty: 1023.289673
	Iteration 73Q: 3 clusters Score -4606893 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4606995.000000 Penalty: 1023.289673
	Iteration 74Q: 3 clusters Score -4606995 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4607048.000000 Penalty: 1023.289673
	Iteration 75Q: 3 clusters Score -4607048 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4607105.000000 Penalty: 1023.289673
	Iteration 76Q: 3 clusters Score -4607105 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -4607188.500000 Penalty: 1023.289673
	Iteration 77Q: 3 clusters Score -4607188 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4607249.500000 Penalty: 1023.289673
	Iteration 78Q: 3 clusters Score -4607250 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4607339.000000 Penalty: 1023.289673
	Iteration 79Q: 3 clusters Score -4607339 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4607444.000000 Penalty: 1023.289673
	Iteration 80F: 3 clusters Score -4607444 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4607529.000000 Penalty: 1023.289673
	Iteration 81Q: 3 clusters Score -4607529 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -4607675.000000 Penalty: 1023.289673
	Iteration 82Q: 3 clusters Score -4607675 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4607801.000000 Penalty: 1023.289673
	Iteration 83Q: 3 clusters Score -4607801 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4607958.500000 Penalty: 1023.289673
	Iteration 84Q: 3 clusters Score -4607958 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4608061.500000 Penalty: 1023.289673
	Iteration 85Q: 3 clusters Score -4608062 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4608194.000000 Penalty: 1023.289673
	Iteration 86Q: 3 clusters Score -4608194 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4608320.000000 Penalty: 1023.289673
	Iteration 87Q: 3 clusters Score -4608320 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4608460.500000 Penalty: 1023.289673
	Iteration 88Q: 3 clusters Score -4608460 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4608587.500000 Penalty: 1023.289673
	Iteration 89Q: 3 clusters Score -4608588 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4608760.000000 Penalty: 1023.289673
	Iteration 90Q: 3 clusters Score -4608760 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4608980.500000 Penalty: 1023.289673
	Iteration 91Q: 3 clusters Score -4608980 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4609262.500000 Penalty: 1023.289673
	Iteration 92Q: 3 clusters Score -4609262 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4609489.000000 Penalty: 1023.289673
	Iteration 93Q: 3 clusters Score -4609489 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4609731.500000 Penalty: 1023.289673
	Iteration 94Q: 3 clusters Score -4609732 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4609964.000000 Penalty: 1023.289673
	Iteration 95Q: 3 clusters Score -4609964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4610180.000000 Penalty: 1023.289673
	Iteration 96Q: 3 clusters Score -4610180 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4610360.500000 Penalty: 1023.289673
	Iteration 97Q: 3 clusters Score -4610360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4610526.500000 Penalty: 1023.289673
	Iteration 98Q: 3 clusters Score -4610526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4610633.000000 Penalty: 1023.289673
	Iteration 99Q: 3 clusters Score -4610633 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4610683.000000 Penalty: 1023.289673
	Iteration 100F: 3 clusters Score -4610683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4610739.500000 Penalty: 1023.289673
	Iteration 101Q: 3 clusters Score -4610740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4610793.000000 Penalty: 1023.289673
	Iteration 102Q: 3 clusters Score -4610793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4610857.500000 Penalty: 1023.289673
	Iteration 103Q: 3 clusters Score -4610858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4610899.000000 Penalty: 1023.289673
	Iteration 104Q: 3 clusters Score -4610899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4610926.500000 Penalty: 1023.289673
	Iteration 105Q: 3 clusters Score -4610926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4610946.500000 Penalty: 1023.289673
	Iteration 106Q: 3 clusters Score -4610946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4610964.500000 Penalty: 1023.289673
	Iteration 107Q: 3 clusters Score -4610964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4610989.500000 Penalty: 1023.289673
	Iteration 108Q: 3 clusters Score -4610990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4610996.500000 Penalty: 1023.289673
	Iteration 109Q: 3 clusters Score -4610996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4611001.500000 Penalty: 1023.289673
	Iteration 110Q: 3 clusters Score -4611002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4611006.000000 Penalty: 1023.289673
	Iteration 111Q: 3 clusters Score -4611006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4611020.500000 Penalty: 1023.289673
	Iteration 112Q: 3 clusters Score -4611020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4611019.000000 Penalty: 1023.289673
	Iteration 113Q: 3 clusters Score -4611019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4611022.000000 Penalty: 1023.289673
	Iteration 114Q: 3 clusters Score -4611022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4611023.500000 Penalty: 1023.289673
	Iteration 115Q: 3 clusters Score -4611024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4611025.000000 Penalty: 1023.289673
	Iteration 116Q: 3 clusters Score -4611025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4611026.000000 Penalty: 1023.289673
	Iteration 117Q: 3 clusters Score -4611026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4611028.000000 Penalty: 1023.289673
	Iteration 118Q: 3 clusters Score -4611028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4611024.500000 Penalty: 1023.289673
	Iteration 119Q: 3 clusters Score -4611024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4611024.500000 Penalty: 1023.289673
	Iteration 120F: 3 clusters Score -4611024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -18780.621094 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -18780.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18426.238281 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -18426.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18502.136719 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -18502.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18513.638672 Penalty: 519.044189
	Iteration 2Q: 3 clusters Score -18513.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18515.761719 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -18515.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18517.066406 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -18517.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18518.771484 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -18518.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18521.880859 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -18521.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18525.359375 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -18525.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18526.005859 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -18526.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18527.056641 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -18527.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18527.574219 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -18527.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18529.062500 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -18529.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18532.832031 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -18532.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18535.236328 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -18535.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18539.380859 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -18539.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18548.472656 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -18548.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18565.398438 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -18565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18579.162109 Penalty: 519.044189
	Iteration 17Q: 3 clusters Score -18579.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18588.687500 Penalty: 519.044189
	Iteration 18Q: 3 clusters Score -18588.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18594.025391 Penalty: 519.044189
	Iteration 19Q: 3 clusters Score -18594.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18598.945312 Penalty: 519.044189
	Iteration 20F: 3 clusters Score -18598.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18602.857422 Penalty: 519.044189
	Iteration 21Q: 3 clusters Score -18602.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18608.861328 Penalty: 519.044189
	Iteration 22Q: 3 clusters Score -18608.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18613.580078 Penalty: 519.044189
	Iteration 23Q: 3 clusters Score -18613.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18616.318359 Penalty: 519.044189
	Iteration 24Q: 3 clusters Score -18616.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18616.318359 Penalty: 519.044189
	Iteration 25F: 3 clusters Score -18616.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -25714.148438 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -25714.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25214.507812 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -25214.51 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25362.291016 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -25362.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25418.042969 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -25418.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25460.279297 Penalty: 566.073730
	Iteration 3F: 3 clusters Score -25460.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25503.210938 Penalty: 566.073730
	Iteration 4F: 3 clusters Score -25503.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25533.251953 Penalty: 566.073730
	Iteration 5Q: 3 clusters Score -25533.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25547.416016 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -25547.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25550.857422 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -25550.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25554.583984 Penalty: 566.073730
	Iteration 8Q: 3 clusters Score -25554.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25555.695312 Penalty: 566.073730
	Iteration 9Q: 3 clusters Score -25555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25555.695312 Penalty: 566.073730
	Iteration 10F: 3 clusters Score -25555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Entering Unmasked Estep 
Score: -3013250.750000 Penalty: 488.494171
	Iteration 0F: 2 clusters Score -3013251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2985720.500000 Penalty: 976.988342
	Iteration 0F: 3 clusters Score -2985720 nChanged 22144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2998773.000000 Penalty: 976.988342
	Iteration 1F: 3 clusters Score -2998773 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2999427.500000 Penalty: 976.988342
	Iteration 2Q: 3 clusters Score -2999428 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3000229.250000 Penalty: 976.988342
	Iteration 3Q: 3 clusters Score -3000229 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3001377.000000 Penalty: 976.988342
	Iteration 4Q: 3 clusters Score -3001377 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3003170.250000 Penalty: 976.988342
	Iteration 5F: 3 clusters Score -3003170 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3005524.500000 Penalty: 976.988342
	Iteration 6F: 3 clusters Score -3005524 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3007307.500000 Penalty: 976.988342
	Iteration 7F: 3 clusters Score -3007308 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3008007.500000 Penalty: 976.988342
	Iteration 8Q: 3 clusters Score -3008008 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3008202.500000 Penalty: 976.988342
	Iteration 9Q: 3 clusters Score -3008202 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3008351.500000 Penalty: 976.988342
	Iteration 10Q: 3 clusters Score -3008352 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3008546.750000 Penalty: 976.988342
	Iteration 11Q: 3 clusters Score -3008547 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3008747.000000 Penalty: 976.988342
	Iteration 12Q: 3 clusters Score -3008747 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -3008969.500000 Penalty: 976.988342
	Iteration 13Q: 3 clusters Score -3008970 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3009204.250000 Penalty: 976.988342
	Iteration 14Q: 3 clusters Score -3009204 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -3009514.750000 Penalty: 976.988342
	Iteration 15Q: 3 clusters Score -3009515 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -3009880.250000 Penalty: 976.988342
	Iteration 16Q: 3 clusters Score -3009880 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -3010251.750000 Penalty: 976.988342
	Iteration 17Q: 3 clusters Score -3010252 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -3010596.750000 Penalty: 976.988342
	Iteration 18Q: 3 clusters Score -3010597 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -3010890.250000 Penalty: 976.988342
	Iteration 19Q: 3 clusters Score -3010890 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -3011016.250000 Penalty: 976.988342
	Iteration 20F: 3 clusters Score -3011016 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -3011283.000000 Penalty: 976.988342
	Iteration 21Q: 3 clusters Score -3011283 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -3011470.750000 Penalty: 976.988342
	Iteration 22Q: 3 clusters Score -3011471 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -3011625.750000 Penalty: 976.988342
	Iteration 23Q: 3 clusters Score -3011626 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -3011889.500000 Penalty: 976.988342
	Iteration 24Q: 3 clusters Score -3011890 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -3012084.750000 Penalty: 976.988342
	Iteration 25Q: 3 clusters Score -3012085 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -3012229.500000 Penalty: 976.988342
	Iteration 26Q: 3 clusters Score -3012230 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -3012300.750000 Penalty: 976.988342
	Iteration 27Q: 3 clusters Score -3012301 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -3012420.000000 Penalty: 976.988342
	Iteration 28Q: 3 clusters Score -3012420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -3012492.250000 Penalty: 976.988342
	Iteration 29Q: 3 clusters Score -3012492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -3012575.000000 Penalty: 976.988342
	Iteration 30Q: 3 clusters Score -3012575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -3012624.750000 Penalty: 976.988342
	Iteration 31Q: 3 clusters Score -3012625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -3012634.250000 Penalty: 976.988342
	Iteration 32Q: 3 clusters Score -3012634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -3012666.000000 Penalty: 976.988342
	Iteration 33Q: 3 clusters Score -3012666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -3012693.500000 Penalty: 976.988342
	Iteration 34Q: 3 clusters Score -3012694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -3012704.000000 Penalty: 976.988342
	Iteration 35Q: 3 clusters Score -3012704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -3012740.500000 Penalty: 976.988342
	Iteration 36Q: 3 clusters Score -3012740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -3012742.000000 Penalty: 976.988342
	Iteration 37Q: 3 clusters Score -3012742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -3012757.250000 Penalty: 976.988342
	Iteration 38Q: 3 clusters Score -3012757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -3012770.750000 Penalty: 976.988342
	Iteration 39Q: 3 clusters Score -3012771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -3012780.000000 Penalty: 976.988342
	Iteration 40F: 3 clusters Score -3012780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -3012783.500000 Penalty: 976.988342
	Iteration 41Q: 3 clusters Score -3012784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -3012787.250000 Penalty: 976.988342
	Iteration 42Q: 3 clusters Score -3012787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -3012789.750000 Penalty: 976.988342
	Iteration 43Q: 3 clusters Score -3012790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -3012793.750000 Penalty: 976.988342
	Iteration 44Q: 3 clusters Score -3012794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -3012801.250000 Penalty: 976.988342
	Iteration 45Q: 3 clusters Score -3012801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -3012798.000000 Penalty: 976.988342
	Iteration 46Q: 3 clusters Score -3012798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -3012800.000000 Penalty: 976.988342
	Iteration 47Q: 3 clusters Score -3012800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -3012799.000000 Penalty: 976.988342
	Iteration 48Q: 3 clusters Score -3012799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -3012804.250000 Penalty: 976.988342
	Iteration 49Q: 3 clusters Score -3012804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -3012804.250000 Penalty: 976.988342
	Iteration 50Q: 3 clusters Score -3012804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -3012804.250000 Penalty: 976.988342
	Iteration 51F: 3 clusters Score -3012804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -83451.445312 Penalty: 325.535004
	Iteration 0F: 2 clusters Score -83451.45 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 647 members 
Entering Unmasked Estep 
Score: -82439.351562 Penalty: 651.070007
	Iteration 0F: 3 clusters Score -82439.35 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82751.851562 Penalty: 651.070007
	Iteration 1F: 3 clusters Score -82751.85 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82805.835938 Penalty: 651.070007
	Iteration 2F: 3 clusters Score -82805.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -82841.312500 Penalty: 651.070007
	Iteration 3Q: 3 clusters Score -82841.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -82878.070312 Penalty: 651.070007
	Iteration 4Q: 3 clusters Score -82878.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -82915.515625 Penalty: 651.070007
	Iteration 5Q: 3 clusters Score -82915.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -82946.195312 Penalty: 651.070007
	Iteration 6Q: 3 clusters Score -82946.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82966.570312 Penalty: 651.070007
	Iteration 7Q: 3 clusters Score -82966.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -82988.656250 Penalty: 651.070007
	Iteration 8Q: 3 clusters Score -82988.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -83020.015625 Penalty: 651.070007
	Iteration 9Q: 3 clusters Score -83020.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -83048.179688 Penalty: 651.070007
	Iteration 10Q: 3 clusters Score -83048.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -83070.710938 Penalty: 651.070007
	Iteration 11Q: 3 clusters Score -83070.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83089.914062 Penalty: 651.070007
	Iteration 12Q: 3 clusters Score -83089.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -83102.445312 Penalty: 651.070007
	Iteration 13Q: 3 clusters Score -83102.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83115.546875 Penalty: 651.070007
	Iteration 14Q: 3 clusters Score -83115.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83124.625000 Penalty: 651.070007
	Iteration 15Q: 3 clusters Score -83124.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -83130.351562 Penalty: 651.070007
	Iteration 16Q: 3 clusters Score -83130.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -83134.070312 Penalty: 651.070007
	Iteration 17Q: 3 clusters Score -83134.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -83139.750000 Penalty: 651.070007
	Iteration 18Q: 3 clusters Score -83139.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -83144.250000 Penalty: 651.070007
	Iteration 19Q: 3 clusters Score -83144.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -83145.156250 Penalty: 651.070007
	Iteration 20F: 3 clusters Score -83145.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -83146.500000 Penalty: 651.070007
	Iteration 21Q: 3 clusters Score -83146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -83148.906250 Penalty: 651.070007
	Iteration 22Q: 3 clusters Score -83148.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83150.265625 Penalty: 651.070007
	Iteration 23Q: 3 clusters Score -83150.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -83151.484375 Penalty: 651.070007
	Iteration 24Q: 3 clusters Score -83151.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -83154.101562 Penalty: 651.070007
	Iteration 25Q: 3 clusters Score -83154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -83155.664062 Penalty: 651.070007
	Iteration 26Q: 3 clusters Score -83155.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -83155.843750 Penalty: 651.070007
	Iteration 27Q: 3 clusters Score -83155.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -83156.093750 Penalty: 651.070007
	Iteration 28Q: 3 clusters Score -83156.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -83156.093750 Penalty: 651.070007
	Iteration 29F: 3 clusters Score -83156.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -229217.984375 Penalty: 378.045471
	Iteration 0F: 2 clusters Score -229218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -226498.468750 Penalty: 756.090942
	Iteration 0F: 3 clusters Score -226498.5 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -227462.421875 Penalty: 756.090942
	Iteration 1F: 3 clusters Score -227462.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -227624.843750 Penalty: 756.090942
	Iteration 2F: 3 clusters Score -227624.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -227782.328125 Penalty: 756.090942
	Iteration 3F: 3 clusters Score -227782.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -227939.812500 Penalty: 756.090942
	Iteration 4F: 3 clusters Score -227939.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -228090.828125 Penalty: 756.090942
	Iteration 5F: 3 clusters Score -228090.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228249.390625 Penalty: 756.090942
	Iteration 6F: 3 clusters Score -228249.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -228405.546875 Penalty: 756.090942
	Iteration 7F: 3 clusters Score -228405.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -228514.875000 Penalty: 756.090942
	Iteration 8Q: 3 clusters Score -228514.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228602.593750 Penalty: 756.090942
	Iteration 9Q: 3 clusters Score -228602.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -228660.062500 Penalty: 756.090942
	Iteration 10Q: 3 clusters Score -228660.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -228713.781250 Penalty: 756.090942
	Iteration 11Q: 3 clusters Score -228713.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -228764.046875 Penalty: 756.090942
	Iteration 12Q: 3 clusters Score -228764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -228802.421875 Penalty: 756.090942
	Iteration 13Q: 3 clusters Score -228802.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -228832.796875 Penalty: 756.090942
	Iteration 14Q: 3 clusters Score -228832.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -228880.562500 Penalty: 756.090942
	Iteration 15Q: 3 clusters Score -228880.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -228926.625000 Penalty: 756.090942
	Iteration 16Q: 3 clusters Score -228926.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -228961.203125 Penalty: 756.090942
	Iteration 17Q: 3 clusters Score -228961.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -228994.046875 Penalty: 756.090942
	Iteration 18Q: 3 clusters Score -228994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -229028.921875 Penalty: 756.090942
	Iteration 19Q: 3 clusters Score -229028.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -229066.703125 Penalty: 756.090942
	Iteration 20F: 3 clusters Score -229066.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -229094.343750 Penalty: 756.090942
	Iteration 21Q: 3 clusters Score -229094.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229121.843750 Penalty: 756.090942
	Iteration 22Q: 3 clusters Score -229121.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -229142.312500 Penalty: 756.090942
	Iteration 23Q: 3 clusters Score -229142.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229157.765625 Penalty: 756.090942
	Iteration 24Q: 3 clusters Score -229157.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229163.453125 Penalty: 756.090942
	Iteration 25Q: 3 clusters Score -229163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -229166.500000 Penalty: 756.090942
	Iteration 26Q: 3 clusters Score -229166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -229169.203125 Penalty: 756.090942
	Iteration 27Q: 3 clusters Score -229169.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229171.593750 Penalty: 756.090942
	Iteration 28Q: 3 clusters Score -229171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -229173.203125 Penalty: 756.090942
	Iteration 29Q: 3 clusters Score -229173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -229176.218750 Penalty: 756.090942
	Iteration 30Q: 3 clusters Score -229176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229180.000000 Penalty: 756.090942
	Iteration 31Q: 3 clusters Score -229180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -229183.156250 Penalty: 756.090942
	Iteration 32Q: 3 clusters Score -229183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229186.093750 Penalty: 756.090942
	Iteration 33Q: 3 clusters Score -229186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229187.078125 Penalty: 756.090942
	Iteration 34Q: 3 clusters Score -229187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -229188.546875 Penalty: 756.090942
	Iteration 35Q: 3 clusters Score -229188.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229190.500000 Penalty: 756.090942
	Iteration 36Q: 3 clusters Score -229190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229192.531250 Penalty: 756.090942
	Iteration 37Q: 3 clusters Score -229192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -229196.656250 Penalty: 756.090942
	Iteration 38Q: 3 clusters Score -229196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -229199.187500 Penalty: 756.090942
	Iteration 39Q: 3 clusters Score -229199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -229199.843750 Penalty: 756.090942
	Iteration 40F: 3 clusters Score -229199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -229204.734375 Penalty: 756.090942
	Iteration 41Q: 3 clusters Score -229204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -229210.796875 Penalty: 756.090942
	Iteration 42Q: 3 clusters Score -229210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229215.109375 Penalty: 756.090942
	Iteration 43Q: 3 clusters Score -229215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229217.156250 Penalty: 756.090942
	Iteration 44Q: 3 clusters Score -229217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229218.234375 Penalty: 756.090942
	Iteration 45Q: 3 clusters Score -229218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -229219.781250 Penalty: 756.090942
	Iteration 46Q: 3 clusters Score -229219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -229221.734375 Penalty: 756.090942
	Iteration 47Q: 3 clusters Score -229221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229223.718750 Penalty: 756.090942
	Iteration 48Q: 3 clusters Score -229223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -229223.984375 Penalty: 756.090942
	Iteration 49Q: 3 clusters Score -229224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -229224.843750 Penalty: 756.090942
	Iteration 50Q: 3 clusters Score -229224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229226.421875 Penalty: 756.090942
	Iteration 51Q: 3 clusters Score -229226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -229226.968750 Penalty: 756.090942
	Iteration 52Q: 3 clusters Score -229227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229226.859375 Penalty: 756.090942
	Iteration 53Q: 3 clusters Score -229226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229226.859375 Penalty: 756.090942
	Iteration 54F: 3 clusters Score -229226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 60325 members 
Mstep: Class 13 contains 172764 members 
Mstep: Class 14 contains 45602 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45988 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 52315 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 5725 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 2116 members 
Mstep: Class 32 contains 4035 members 
Mstep: Class 33 contains 749 members 
Entering Unmasked Estep 
Score: -42193896.000000 Penalty: 20201.414062
Splitting cluster 22 changes total score from -42191148.000000 to -42193896.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -288313.125000 Penalty: 383.430756
	Iteration 0F: 2 clusters Score -288313.1 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 2287 members 
Entering Unmasked Estep 
Score: -285233.875000 Penalty: 766.861511
	Iteration 0F: 3 clusters Score -285233.9 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -286362.218750 Penalty: 766.861511
	Iteration 1F: 3 clusters Score -286362.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -286489.937500 Penalty: 766.861511
	Iteration 2F: 3 clusters Score -286489.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -286622.187500 Penalty: 766.861511
	Iteration 3F: 3 clusters Score -286622.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -286779.062500 Penalty: 766.861511
	Iteration 4F: 3 clusters Score -286779.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -287031.468750 Penalty: 766.861511
	Iteration 5F: 3 clusters Score -287031.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -287269.968750 Penalty: 766.861511
	Iteration 6F: 3 clusters Score -287270 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -287429.968750 Penalty: 766.861511
	Iteration 7F: 3 clusters Score -287430 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -287537.281250 Penalty: 766.861511
	Iteration 8Q: 3 clusters Score -287537.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -287598.468750 Penalty: 766.861511
	Iteration 9Q: 3 clusters Score -287598.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -287630.562500 Penalty: 766.861511
	Iteration 10Q: 3 clusters Score -287630.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -287647.250000 Penalty: 766.861511
	Iteration 11Q: 3 clusters Score -287647.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -287659.187500 Penalty: 766.861511
	Iteration 12Q: 3 clusters Score -287659.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -287666.093750 Penalty: 766.861511
	Iteration 13Q: 3 clusters Score -287666.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -287669.968750 Penalty: 766.861511
	Iteration 14Q: 3 clusters Score -287670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -287674.218750 Penalty: 766.861511
	Iteration 15Q: 3 clusters Score -287674.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -287677.312500 Penalty: 766.861511
	Iteration 16Q: 3 clusters Score -287677.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -287679.406250 Penalty: 766.861511
	Iteration 17Q: 3 clusters Score -287679.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -287681.625000 Penalty: 766.861511
	Iteration 18Q: 3 clusters Score -287681.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -287683.906250 Penalty: 766.861511
	Iteration 19Q: 3 clusters Score -287683.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -287687.031250 Penalty: 766.861511
	Iteration 20F: 3 clusters Score -287687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -287688.468750 Penalty: 766.861511
	Iteration 21Q: 3 clusters Score -287688.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -287690.187500 Penalty: 766.861511
	Iteration 22Q: 3 clusters Score -287690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -287692.406250 Penalty: 766.861511
	Iteration 23Q: 3 clusters Score -287692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -287693.187500 Penalty: 766.861511
	Iteration 24Q: 3 clusters Score -287693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -287693.562500 Penalty: 766.861511
	Iteration 25Q: 3 clusters Score -287693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -287694.250000 Penalty: 766.861511
	Iteration 26Q: 3 clusters Score -287694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -287695.468750 Penalty: 766.861511
	Iteration 27Q: 3 clusters Score -287695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -287695.062500 Penalty: 766.861511
	Iteration 28Q: 3 clusters Score -287695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -287695.125000 Penalty: 766.861511
	Iteration 29Q: 3 clusters Score -287695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -287694.968750 Penalty: 766.861511
	Iteration 30Q: 3 clusters Score -287695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -287695.343750 Penalty: 766.861511
	Iteration 31Q: 3 clusters Score -287695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -287696.718750 Penalty: 766.861511
	Iteration 32Q: 3 clusters Score -287696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -287697.625000 Penalty: 766.861511
	Iteration 33Q: 3 clusters Score -287697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -287699.031250 Penalty: 766.861511
	Iteration 34Q: 3 clusters Score -287699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -287700.875000 Penalty: 766.861511
	Iteration 35Q: 3 clusters Score -287700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -287702.343750 Penalty: 766.861511
	Iteration 36Q: 3 clusters Score -287702.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -287702.625000 Penalty: 766.861511
	Iteration 37Q: 3 clusters Score -287702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -287703.312500 Penalty: 766.861511
	Iteration 38Q: 3 clusters Score -287703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -287703.500000 Penalty: 766.861511
	Iteration 39Q: 3 clusters Score -287703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -287703.656250 Penalty: 766.861511
	Iteration 40F: 3 clusters Score -287703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Entering Unmasked Estep 
Score: -3260991.250000 Penalty: 494.359283
	Iteration 0F: 2 clusters Score -3260991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3226684.000000 Penalty: 988.718567
	Iteration 0F: 3 clusters Score -3226684 nChanged 25370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3242933.000000 Penalty: 988.718567
	Iteration 1F: 3 clusters Score -3242933 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3245060.750000 Penalty: 988.718567
	Iteration 2F: 3 clusters Score -3245061 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3248034.250000 Penalty: 988.718567
	Iteration 3F: 3 clusters Score -3248034 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3251085.500000 Penalty: 988.718567
	Iteration 4F: 3 clusters Score -3251086 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3253036.750000 Penalty: 988.718567
	Iteration 5F: 3 clusters Score -3253037 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3253702.250000 Penalty: 988.718567
	Iteration 6Q: 3 clusters Score -3253702 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3253943.750000 Penalty: 988.718567
	Iteration 7Q: 3 clusters Score -3253944 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3254121.250000 Penalty: 988.718567
	Iteration 8Q: 3 clusters Score -3254121 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3254319.750000 Penalty: 988.718567
	Iteration 9Q: 3 clusters Score -3254320 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3254539.250000 Penalty: 988.718567
	Iteration 10Q: 3 clusters Score -3254539 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3254847 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3255168 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3255485 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -3255834.250000 Penalty: 988.718567
	Iteration 14Q: 3 clusters Score -3255834 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3256224 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -3256640.750000 Penalty: 988.718567
	Iteration 16Q: 3 clusters Score -3256641 nChanged 900
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -3257036.750000 Penalty: 988.718567
	Iteration 17Q: 3 clusters Score -3257037 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -3257411.250000 Penalty: 988.718567
	Iteration 18Q: 3 clusters Score -3257411 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -3257817.000000 Penalty: 988.718567
	Iteration 19Q: 3 clusters Score -3257817 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -3258189.250000 Penalty: 988.718567
	Iteration 20F: 3 clusters Score -3258189 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -3258532.000000 Penalty: 988.718567
	Iteration 21Q: 3 clusters Score -3258532 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -3258846.000000 Penalty: 988.718567
	Iteration 22Q: 3 clusters Score -3258846 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -3259106.500000 Penalty: 988.718567
	Iteration 23Q: 3 clusters Score -3259106 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -3259308.750000 Penalty: 988.718567
	Iteration 24Q: 3 clusters Score -3259309 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -3259478.250000 Penalty: 988.718567
	Iteration 25Q: 3 clusters Score -3259478 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -3259640.750000 Penalty: 988.718567
	Iteration 26Q: 3 clusters Score -3259641 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -3259754.500000 Penalty: 988.718567
	Iteration 27Q: 3 clusters Score -3259754 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -3259879.250000 Penalty: 988.718567
	Iteration 28Q: 3 clusters Score -3259879 nChanged 358
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Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -3259974.500000 Penalty: 988.718567
	Iteration 29Q: 3 clusters Score -3259974 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -3260057.750000 Penalty: 988.718567
	Iteration 30Q: 3 clusters Score -3260058 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -3260113.750000 Penalty: 988.718567
	Iteration 31Q: 3 clusters Score -3260114 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -3260157.250000 Penalty: 988.718567
	Iteration 32Q: 3 clusters Score -3260157 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -3260191.000000 Penalty: 988.718567
	Iteration 33Q: 3 clusters Score -3260191 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -3260231.750000 Penalty: 988.718567
	Iteration 34Q: 3 clusters Score -3260232 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -3260251.250000 Penalty: 988.718567
	Iteration 35Q: 3 clusters Score -3260251 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -3260248.250000 Penalty: 988.718567
	Iteration 36Q: 3 clusters Score -3260248 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -3260286.250000 Penalty: 988.718567
	Iteration 37Q: 3 clusters Score -3260286 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -3260315.250000 Penalty: 988.718567
	Iteration 38Q: 3 clusters Score -3260315 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -3260341.000000 Penalty: 988.718567
	Iteration 39Q: 3 clusters Score -3260341 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -3260356.500000 Penalty: 988.718567
	Iteration 40F: 3 clusters Score -3260356 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3260387 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -3260408.000000 Penalty: 988.718567
	Iteration 42Q: 3 clusters Score -3260408 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3260449 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3260476 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -3260489.000000 Penalty: 988.718567
	Iteration 45Q: 3 clusters Score -3260489 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3260509 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -3260512.500000 Penalty: 988.718567
	Iteration 47Q: 3 clusters Score -3260512 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3260520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -3260535.000000 Penalty: 988.718567
	Iteration 49Q: 3 clusters Score -3260535 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -3260545.750000 Penalty: 988.718567
	Iteration 50Q: 3 clusters Score -3260546 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -3260579.250000 Penalty: 988.718567
	Iteration 51Q: 3 clusters Score -3260579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -3260602.000000 Penalty: 988.718567
	Iteration 52Q: 3 clusters Score -3260602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -3260611.500000 Penalty: 988.718567
	Iteration 53Q: 3 clusters Score -3260612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -3260631.000000 Penalty: 988.718567
	Iteration 54Q: 3 clusters Score -3260631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -3260660.500000 Penalty: 988.718567
	Iteration 55Q: 3 clusters Score -3260660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -3260685.250000 Penalty: 988.718567
	Iteration 56Q: 3 clusters Score -3260685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -3260696.250000 Penalty: 988.718567
	Iteration 57Q: 3 clusters Score -3260696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -3260716.750000 Penalty: 988.718567
	Iteration 58Q: 3 clusters Score -3260717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -3260744.500000 Penalty: 988.718567
	Iteration 59Q: 3 clusters Score -3260744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -3260749.750000 Penalty: 988.718567
	Iteration 60F: 3 clusters Score -3260750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -3260753.000000 Penalty: 988.718567
	Iteration 61Q: 3 clusters Score -3260753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -3260755.750000 Penalty: 988.718567
	Iteration 62Q: 3 clusters Score -3260756 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -3260764.750000 Penalty: 988.718567
	Iteration 63Q: 3 clusters Score -3260765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -3260761.500000 Penalty: 988.718567
	Iteration 64Q: 3 clusters Score -3260762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -3260757.250000 Penalty: 988.718567
	Iteration 65Q: 3 clusters Score -3260757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -3260757.750000 Penalty: 988.718567
	Iteration 66Q: 3 clusters Score -3260758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -3260766.500000 Penalty: 988.718567
	Iteration 67Q: 3 clusters Score -3260766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -3260772.500000 Penalty: 988.718567
	Iteration 68Q: 3 clusters Score -3260772 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -3260769.500000 Penalty: 988.718567
	Iteration 69Q: 3 clusters Score -3260770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -3260771.000000 Penalty: 988.718567
	Iteration 70Q: 3 clusters Score -3260771 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -3260769.500000 Penalty: 988.718567
	Iteration 71Q: 3 clusters Score -3260770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -3260765.750000 Penalty: 988.718567
	Iteration 72Q: 3 clusters Score -3260766 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -3260772.000000 Penalty: 988.718567
	Iteration 73Q: 3 clusters Score -3260772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -3260774.000000 Penalty: 988.718567
	Iteration 74Q: 3 clusters Score -3260774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -3260777.250000 Penalty: 988.718567
	Iteration 75Q: 3 clusters Score -3260777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -3260776.000000 Penalty: 988.718567
	Iteration 76Q: 3 clusters Score -3260776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -3260782.250000 Penalty: 988.718567
	Iteration 77Q: 3 clusters Score -3260782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -3260781.500000 Penalty: 988.718567
	Iteration 78Q: 3 clusters Score -3260782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -3260780.250000 Penalty: 988.718567
	Iteration 79Q: 3 clusters Score -3260780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -3260777.250000 Penalty: 988.718567
	Iteration 80F: 3 clusters Score -3260777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3260775 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -3260779.000000 Penalty: 988.718567
	Iteration 82Q: 3 clusters Score -3260779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -3260784.250000 Penalty: 988.718567
	Iteration 83Q: 3 clusters Score -3260784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -3260783.500000 Penalty: 988.718567
	Iteration 84Q: 3 clusters Score -3260784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3260782 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3260780 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3260780 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3260779 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3260783 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3260783 nChanged 2
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Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3260783 nChanged 4
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Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3260783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -3260782.750000 Penalty: 988.718567
	Iteration 93Q: 3 clusters Score -3260783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3260784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3260786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3260783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3260782 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -3260776.750000 Penalty: 988.718567
	Iteration 98Q: 3 clusters Score -3260777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -3260779.000000 Penalty: 988.718567
	Iteration 99Q: 3 clusters Score -3260779 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -3260781.250000 Penalty: 988.718567
	Iteration 100F: 3 clusters Score -3260781 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3260781 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3260782 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -3260784.250000 Penalty: 988.718567
	Iteration 103Q: 3 clusters Score -3260784 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -3260781.250000 Penalty: 988.718567
	Iteration 104Q: 3 clusters Score -3260781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -3260781.500000 Penalty: 988.718567
	Iteration 105Q: 3 clusters Score -3260782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -3260785.500000 Penalty: 988.718567
	Iteration 106Q: 3 clusters Score -3260786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -3260783.250000 Penalty: 988.718567
	Iteration 107Q: 3 clusters Score -3260783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -3260780.500000 Penalty: 988.718567
	Iteration 108Q: 3 clusters Score -3260780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -3260777.000000 Penalty: 988.718567
	Iteration 109Q: 3 clusters Score -3260777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -3260778.250000 Penalty: 988.718567
	Iteration 110Q: 3 clusters Score -3260778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -3260780.750000 Penalty: 988.718567
	Iteration 111Q: 3 clusters Score -3260781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -3260779.750000 Penalty: 988.718567
	Iteration 112Q: 3 clusters Score -3260780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -3260777.000000 Penalty: 988.718567
	Iteration 113Q: 3 clusters Score -3260777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -3260784.000000 Penalty: 988.718567
	Iteration 114Q: 3 clusters Score -3260784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -3260782.250000 Penalty: 988.718567
	Iteration 115Q: 3 clusters Score -3260782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -3260786.000000 Penalty: 988.718567
	Iteration 116Q: 3 clusters Score -3260786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -3260786.500000 Penalty: 988.718567
	Iteration 117Q: 3 clusters Score -3260786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -3260787.000000 Penalty: 988.718567
	Iteration 118Q: 3 clusters Score -3260787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -3260787.000000 Penalty: 988.718567
	Iteration 119F: 3 clusters Score -3260787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -91038.359375 Penalty: 334.797821
	Iteration 0F: 2 clusters Score -91038.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -89898.429688 Penalty: 669.595642
	Iteration 0F: 3 clusters Score -89898.43 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -90239.367188 Penalty: 669.595642
	Iteration 1F: 3 clusters Score -90239.37 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90297.515625 Penalty: 669.595642
	Iteration 2F: 3 clusters Score -90297.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -90338.804688 Penalty: 669.595642
	Iteration 3F: 3 clusters Score -90338.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90366.937500 Penalty: 669.595642
	Iteration 4Q: 3 clusters Score -90366.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90392.375000 Penalty: 669.595642
	Iteration 5Q: 3 clusters Score -90392.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -90409.648438 Penalty: 669.595642
	Iteration 6Q: 3 clusters Score -90409.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -90436.304688 Penalty: 669.595642
	Iteration 7Q: 3 clusters Score -90436.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -90467.585938 Penalty: 669.595642
	Iteration 8Q: 3 clusters Score -90467.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -90493.953125 Penalty: 669.595642
	Iteration 9Q: 3 clusters Score -90493.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -90525.671875 Penalty: 669.595642
	Iteration 10Q: 3 clusters Score -90525.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -90562.101562 Penalty: 669.595642
	Iteration 11Q: 3 clusters Score -90562.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -90597.382812 Penalty: 669.595642
	Iteration 12Q: 3 clusters Score -90597.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -90626.320312 Penalty: 669.595642
	Iteration 13Q: 3 clusters Score -90626.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -90650.320312 Penalty: 669.595642
	Iteration 14Q: 3 clusters Score -90650.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -90669.937500 Penalty: 669.595642
	Iteration 15Q: 3 clusters Score -90669.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -90683.406250 Penalty: 669.595642
	Iteration 16Q: 3 clusters Score -90683.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -90693.531250 Penalty: 669.595642
	Iteration 17Q: 3 clusters Score -90693.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -90701.601562 Penalty: 669.595642
	Iteration 18Q: 3 clusters Score -90701.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -90713.242188 Penalty: 669.595642
	Iteration 19Q: 3 clusters Score -90713.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -90721.507812 Penalty: 669.595642
	Iteration 20F: 3 clusters Score -90721.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -90727.265625 Penalty: 669.595642
	Iteration 21Q: 3 clusters Score -90727.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -90735.796875 Penalty: 669.595642
	Iteration 22Q: 3 clusters Score -90735.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -90741.015625 Penalty: 669.595642
	Iteration 23Q: 3 clusters Score -90741.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -90743.445312 Penalty: 669.595642
	Iteration 24Q: 3 clusters Score -90743.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -90744.500000 Penalty: 669.595642
	Iteration 25Q: 3 clusters Score -90744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -90746.109375 Penalty: 669.595642
	Iteration 26Q: 3 clusters Score -90746.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -90747.343750 Penalty: 669.595642
	Iteration 27Q: 3 clusters Score -90747.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -90748.296875 Penalty: 669.595642
	Iteration 28Q: 3 clusters Score -90748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -90750.085938 Penalty: 669.595642
	Iteration 29Q: 3 clusters Score -90750.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90750.593750 Penalty: 669.595642
	Iteration 30Q: 3 clusters Score -90750.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -90751.351562 Penalty: 669.595642
	Iteration 31Q: 3 clusters Score -90751.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90753.265625 Penalty: 669.595642
	Iteration 32Q: 3 clusters Score -90753.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -90755.804688 Penalty: 669.595642
	Iteration 33Q: 3 clusters Score -90755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -90757.960938 Penalty: 669.595642
	Iteration 34Q: 3 clusters Score -90757.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90759.468750 Penalty: 669.595642
	Iteration 35Q: 3 clusters Score -90759.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -90760.648438 Penalty: 669.595642
	Iteration 36Q: 3 clusters Score -90760.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -90761.414062 Penalty: 669.595642
	Iteration 37Q: 3 clusters Score -90761.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -90763.281250 Penalty: 669.595642
	Iteration 38Q: 3 clusters Score -90763.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -90764.648438 Penalty: 669.595642
	Iteration 39Q: 3 clusters Score -90764.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90765.843750 Penalty: 669.595642
	Iteration 40F: 3 clusters Score -90765.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -90767.273438 Penalty: 669.595642
	Iteration 41Q: 3 clusters Score -90767.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -90768.578125 Penalty: 669.595642
	Iteration 42Q: 3 clusters Score -90768.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -90769.601562 Penalty: 669.595642
	Iteration 43Q: 3 clusters Score -90769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90770.281250 Penalty: 669.595642
	Iteration 44Q: 3 clusters Score -90770.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -90771.296875 Penalty: 669.595642
	Iteration 45Q: 3 clusters Score -90771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90772.718750 Penalty: 669.595642
	Iteration 46Q: 3 clusters Score -90772.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -90773.742188 Penalty: 669.595642
	Iteration 47Q: 3 clusters Score -90773.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90774.335938 Penalty: 669.595642
	Iteration 48Q: 3 clusters Score -90774.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -90774.343750 Penalty: 669.595642
	Iteration 49Q: 3 clusters Score -90774.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -90774.343750 Penalty: 669.595642
	Iteration 50F: 3 clusters Score -90774.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -128484.054688 Penalty: 349.152802
	Iteration 0F: 2 clusters Score -128484.1 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 1119 members 
Entering Unmasked Estep 
Score: -126970.007812 Penalty: 698.305603
	Iteration 0F: 3 clusters Score -126970 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -127505.609375 Penalty: 698.305603
	Iteration 1F: 3 clusters Score -127505.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -127650.906250 Penalty: 698.305603
	Iteration 2F: 3 clusters Score -127650.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -127778.671875 Penalty: 698.305603
	Iteration 3F: 3 clusters Score -127778.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -127898.929688 Penalty: 698.305603
	Iteration 4F: 3 clusters Score -127898.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -127988.148438 Penalty: 698.305603
	Iteration 5F: 3 clusters Score -127988.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128067.640625 Penalty: 698.305603
	Iteration 6Q: 3 clusters Score -128067.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -128119.734375 Penalty: 698.305603
	Iteration 7Q: 3 clusters Score -128119.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -128147.843750 Penalty: 698.305603
	Iteration 8Q: 3 clusters Score -128147.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -128163.695312 Penalty: 698.305603
	Iteration 9Q: 3 clusters Score -128163.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -128180.109375 Penalty: 698.305603
	Iteration 10Q: 3 clusters Score -128180.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -128193.445312 Penalty: 698.305603
	Iteration 11Q: 3 clusters Score -128193.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -128207.820312 Penalty: 698.305603
	Iteration 12Q: 3 clusters Score -128207.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -128215.906250 Penalty: 698.305603
	Iteration 13Q: 3 clusters Score -128215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -128221.984375 Penalty: 698.305603
	Iteration 14Q: 3 clusters Score -128222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -128226.953125 Penalty: 698.305603
	Iteration 15Q: 3 clusters Score -128227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -128232.367188 Penalty: 698.305603
	Iteration 16Q: 3 clusters Score -128232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -128237.093750 Penalty: 698.305603
	Iteration 17Q: 3 clusters Score -128237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -128243.273438 Penalty: 698.305603
	Iteration 18Q: 3 clusters Score -128243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -128250.859375 Penalty: 698.305603
	Iteration 19Q: 3 clusters Score -128250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -128252.726562 Penalty: 698.305603
	Iteration 20F: 3 clusters Score -128252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -128256.960938 Penalty: 698.305603
	Iteration 21Q: 3 clusters Score -128257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -128259.437500 Penalty: 698.305603
	Iteration 22Q: 3 clusters Score -128259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -128261.437500 Penalty: 698.305603
	Iteration 23Q: 3 clusters Score -128261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -128261.437500 Penalty: 698.305603
	Iteration 24F: 3 clusters Score -128261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -175229.140625 Penalty: 365.175873
	Iteration 0F: 2 clusters Score -175229.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -173157.875000 Penalty: 730.351746
	Iteration 0F: 3 clusters Score -173157.9 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -173894.875000 Penalty: 730.351746
	Iteration 1F: 3 clusters Score -173894.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -174073.968750 Penalty: 730.351746
	Iteration 2F: 3 clusters Score -174074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -174261.953125 Penalty: 730.351746
	Iteration 3F: 3 clusters Score -174262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -174421.406250 Penalty: 730.351746
	Iteration 4F: 3 clusters Score -174421.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -174555.984375 Penalty: 730.351746
	Iteration 5F: 3 clusters Score -174556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -174651.421875 Penalty: 730.351746
	Iteration 6Q: 3 clusters Score -174651.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -174727.937500 Penalty: 730.351746
	Iteration 7Q: 3 clusters Score -174727.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -174776.203125 Penalty: 730.351746
	Iteration 8Q: 3 clusters Score -174776.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -174804.078125 Penalty: 730.351746
	Iteration 9Q: 3 clusters Score -174804.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -174823.671875 Penalty: 730.351746
	Iteration 10Q: 3 clusters Score -174823.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -174844.531250 Penalty: 730.351746
	Iteration 11Q: 3 clusters Score -174844.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -174865.578125 Penalty: 730.351746
	Iteration 12Q: 3 clusters Score -174865.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -174889.390625 Penalty: 730.351746
	Iteration 13Q: 3 clusters Score -174889.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -174905.687500 Penalty: 730.351746
	Iteration 14Q: 3 clusters Score -174905.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -174914.406250 Penalty: 730.351746
	Iteration 15Q: 3 clusters Score -174914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -174927.078125 Penalty: 730.351746
	Iteration 16Q: 3 clusters Score -174927.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -174939.421875 Penalty: 730.351746
	Iteration 17Q: 3 clusters Score -174939.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -174944.312500 Penalty: 730.351746
	Iteration 18Q: 3 clusters Score -174944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -174946.437500 Penalty: 730.351746
	Iteration 19Q: 3 clusters Score -174946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -174947.687500 Penalty: 730.351746
	Iteration 20F: 3 clusters Score -174947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -174949.046875 Penalty: 730.351746
	Iteration 21Q: 3 clusters Score -174949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -174951.250000 Penalty: 730.351746
	Iteration 22Q: 3 clusters Score -174951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -174953.234375 Penalty: 730.351746
	Iteration 23Q: 3 clusters Score -174953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -174955.062500 Penalty: 730.351746
	Iteration 24Q: 3 clusters Score -174955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -174958.078125 Penalty: 730.351746
	Iteration 25Q: 3 clusters Score -174958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -174961.015625 Penalty: 730.351746
	Iteration 26Q: 3 clusters Score -174961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -174963.421875 Penalty: 730.351746
	Iteration 27Q: 3 clusters Score -174963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -174963.640625 Penalty: 730.351746
	Iteration 28Q: 3 clusters Score -174963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -174963.812500 Penalty: 730.351746
	Iteration 29Q: 3 clusters Score -174963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -174963.828125 Penalty: 730.351746
	Iteration 30Q: 3 clusters Score -174963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -174964.078125 Penalty: 730.351746
	Iteration 31Q: 3 clusters Score -174964.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -174964.078125 Penalty: 730.351746
	Iteration 32F: 3 clusters Score -174964.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -504385.937500 Penalty: 407.331787
	Iteration 0F: 2 clusters Score -504385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -499204.312500 Penalty: 814.663574
	Iteration 0F: 3 clusters Score -499204.3 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -501307.500000 Penalty: 814.663574
	Iteration 1F: 3 clusters Score -501307.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -501563.031250 Penalty: 814.663574
	Iteration 2F: 3 clusters Score -501563 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -501822.468750 Penalty: 814.663574
	Iteration 3F: 3 clusters Score -501822.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -502095.781250 Penalty: 814.663574
	Iteration 4F: 3 clusters Score -502095.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -502413.437500 Penalty: 814.663574
	Iteration 5F: 3 clusters Score -502413.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -502705.843750 Penalty: 814.663574
	Iteration 6F: 3 clusters Score -502705.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -503040.406250 Penalty: 814.663574
	Iteration 7F: 3 clusters Score -503040.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -503371.156250 Penalty: 814.663574
	Iteration 8Q: 3 clusters Score -503371.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -503642.562500 Penalty: 814.663574
	Iteration 9Q: 3 clusters Score -503642.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -503812.906250 Penalty: 814.663574
	Iteration 10Q: 3 clusters Score -503812.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -503901.968750 Penalty: 814.663574
	Iteration 11Q: 3 clusters Score -503902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -503942.687500 Penalty: 814.663574
	Iteration 12Q: 3 clusters Score -503942.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -503961.375000 Penalty: 814.663574
	Iteration 13Q: 3 clusters Score -503961.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -503977.375000 Penalty: 814.663574
	Iteration 14Q: 3 clusters Score -503977.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -503986.968750 Penalty: 814.663574
	Iteration 15Q: 3 clusters Score -503987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -503991.531250 Penalty: 814.663574
	Iteration 16Q: 3 clusters Score -503991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -503993.968750 Penalty: 814.663574
	Iteration 17Q: 3 clusters Score -503994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -503996.468750 Penalty: 814.663574
	Iteration 18Q: 3 clusters Score -503996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -503997.906250 Penalty: 814.663574
	Iteration 19Q: 3 clusters Score -503997.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -503999.000000 Penalty: 814.663574
	Iteration 20F: 3 clusters Score -503999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -504000.031250 Penalty: 814.663574
	Iteration 21Q: 3 clusters Score -504000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -504001.500000 Penalty: 814.663574
	Iteration 22Q: 3 clusters Score -504001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -504002.343750 Penalty: 814.663574
	Iteration 23Q: 3 clusters Score -504002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -504001.718750 Penalty: 814.663574
	Iteration 24Q: 3 clusters Score -504001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -504001.750000 Penalty: 814.663574
	Iteration 25Q: 3 clusters Score -504001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -504002.656250 Penalty: 814.663574
	Iteration 26Q: 3 clusters Score -504002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -504002.000000 Penalty: 814.663574
	Iteration 27Q: 3 clusters Score -504002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -504002.718750 Penalty: 814.663574
	Iteration 28Q: 3 clusters Score -504002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -504002.687500 Penalty: 814.663574
	Iteration 29Q: 3 clusters Score -504002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -504002.687500 Penalty: 814.663574
	Iteration 30F: 3 clusters Score -504002.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -347975.531250 Penalty: 393.693176
	Iteration 0F: 2 clusters Score -347975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -344139.000000 Penalty: 787.386353
	Iteration 0F: 3 clusters Score -344139 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -345694.937500 Penalty: 787.386353
	Iteration 1F: 3 clusters Score -345694.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -345875.125000 Penalty: 787.386353
	Iteration 2F: 3 clusters Score -345875.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -346045.656250 Penalty: 787.386353
	Iteration 3F: 3 clusters Score -346045.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -346250.968750 Penalty: 787.386353
	Iteration 4F: 3 clusters Score -346251 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -346536.593750 Penalty: 787.386353
	Iteration 5F: 3 clusters Score -346536.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -346820.031250 Penalty: 787.386353
	Iteration 6F: 3 clusters Score -346820 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -347072.437500 Penalty: 787.386353
	Iteration 7Q: 3 clusters Score -347072.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -347291.093750 Penalty: 787.386353
	Iteration 8Q: 3 clusters Score -347291.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -347429.093750 Penalty: 787.386353
	Iteration 9Q: 3 clusters Score -347429.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -347475.875000 Penalty: 787.386353
	Iteration 10Q: 3 clusters Score -347475.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -347488.125000 Penalty: 787.386353
	Iteration 11Q: 3 clusters Score -347488.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -347502.437500 Penalty: 787.386353
	Iteration 12Q: 3 clusters Score -347502.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -347518.218750 Penalty: 787.386353
	Iteration 13Q: 3 clusters Score -347518.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -347529.125000 Penalty: 787.386353
	Iteration 14Q: 3 clusters Score -347529.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -347537.125000 Penalty: 787.386353
	Iteration 15Q: 3 clusters Score -347537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -347547.750000 Penalty: 787.386353
	Iteration 16Q: 3 clusters Score -347547.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -347559.718750 Penalty: 787.386353
	Iteration 17Q: 3 clusters Score -347559.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -347570.562500 Penalty: 787.386353
	Iteration 18Q: 3 clusters Score -347570.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -347579.406250 Penalty: 787.386353
	Iteration 19Q: 3 clusters Score -347579.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -347585.093750 Penalty: 787.386353
	Iteration 20F: 3 clusters Score -347585.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -347594.687500 Penalty: 787.386353
	Iteration 21Q: 3 clusters Score -347594.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -347604.906250 Penalty: 787.386353
	Iteration 22Q: 3 clusters Score -347604.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -347612.500000 Penalty: 787.386353
	Iteration 23Q: 3 clusters Score -347612.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -347618.375000 Penalty: 787.386353
	Iteration 24Q: 3 clusters Score -347618.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -347629.062500 Penalty: 787.386353
	Iteration 25Q: 3 clusters Score -347629.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -347637.781250 Penalty: 787.386353
	Iteration 26Q: 3 clusters Score -347637.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -347647.750000 Penalty: 787.386353
	Iteration 27Q: 3 clusters Score -347647.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -347658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -347671.406250 Penalty: 787.386353
	Iteration 29Q: 3 clusters Score -347671.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -347679.781250 Penalty: 787.386353
	Iteration 30Q: 3 clusters Score -347679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -347686.937500 Penalty: 787.386353
	Iteration 31Q: 3 clusters Score -347686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -347693.781250 Penalty: 787.386353
	Iteration 32Q: 3 clusters Score -347693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -347700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -347707.968750 Penalty: 787.386353
	Iteration 34Q: 3 clusters Score -347708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -347710.625000 Penalty: 787.386353
	Iteration 35Q: 3 clusters Score -347710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -347712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -347713.031250 Penalty: 787.386353
	Iteration 37Q: 3 clusters Score -347713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -347714.437500 Penalty: 787.386353
	Iteration 38Q: 3 clusters Score -347714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -347717.156250 Penalty: 787.386353
	Iteration 39Q: 3 clusters Score -347717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -347719.562500 Penalty: 787.386353
	Iteration 40F: 3 clusters Score -347719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -347721.906250 Penalty: 787.386353
	Iteration 41Q: 3 clusters Score -347721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -347725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -347730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -347731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -347731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -347732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 47F: 3 clusters Score -347732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 107 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 60325 members 
Mstep: Class 13 contains 172764 members 
Mstep: Class 14 contains 45602 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45988 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 52315 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 34 clusters Score -4.219464e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 43033 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 131 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 104 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 13607 members 
Mstep: Class 10 contains 72749 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 60494 members 
Mstep: Class 13 contains 172695 members 
Mstep: Class 14 contains 46078 members 
Mstep: Class 15 contains 17978 members 
Mstep: Class 16 contains 11356 members 
Mstep: Class 17 contains 76598 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 505 members 
Mstep: Class 20 contains 45882 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 4614 members 
Mstep: Class 24 contains 52208 members 
Mstep: Class 25 contains 1581 members 
Mstep: Class 26 contains 2162 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 7552 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 2143 members 
Mstep: Class 32 contains 4050 members 
Mstep: Class 33 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 34 clusters Score -4.219563e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 42977 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 21000 members 
Mstep: Class 7 contains 99 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 13626 members 
Mstep: Class 10 contains 73143 members 
Mstep: Class 11 contains 273 members 
Mstep: Class 12 contains 60353 members 
Mstep: Class 13 contains 172535 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 15 contains 18169 members 
Mstep: Class 16 contains 11405 members 
Mstep: Class 17 contains 76673 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 45736 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 4649 members 
Mstep: Class 24 contains 51965 members 
Mstep: Class 25 contains 1592 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 3052 members 
Mstep: Class 28 contains 7374 members 
Mstep: Class 29 contains 5767 members 
Mstep: Class 30 contains 797 members 
Mstep: Class 31 contains 2242 members 
Mstep: Class 32 contains 4083 members 
Mstep: Class 33 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 34 clusters Score -4.219676e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 42922 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 20850 members 
Mstep: Class 7 contains 98 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 10 contains 73442 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 60230 members 
Mstep: Class 13 contains 172443 members 
Mstep: Class 14 contains 46590 members 
Mstep: Class 15 contains 18378 members 
Mstep: Class 16 contains 11465 members 
Mstep: Class 17 contains 76685 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 45535 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 51773 members 
Mstep: Class 25 contains 1602 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 3045 members 
Mstep: Class 28 contains 7222 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 809 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 4137 members 
Mstep: Class 33 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 34 clusters Score -4.219731e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 42886 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 20729 members 
Mstep: Class 7 contains 99 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 13714 members 
Mstep: Class 10 contains 73688 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 60148 members 
Mstep: Class 13 contains 172400 members 
Mstep: Class 14 contains 46809 members 
Mstep: Class 15 contains 18551 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 76736 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45304 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 51564 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 5785 members 
Mstep: Class 30 contains 813 members 
Mstep: Class 31 contains 2417 members 
Mstep: Class 32 contains 4189 members 
Mstep: Class 33 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 34 clusters Score -4.219794e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 42856 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 135 members 
Mstep: Class 6 contains 20637 members 
Mstep: Class 7 contains 98 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 13776 members 
Mstep: Class 10 contains 73898 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 60069 members 
Mstep: Class 13 contains 172319 members 
Mstep: Class 14 contains 46994 members 
Mstep: Class 15 contains 18735 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 17 contains 76781 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 45070 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 4742 members 
Mstep: Class 24 contains 51382 members 
Mstep: Class 25 contains 1628 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 3014 members 
Mstep: Class 28 contains 6901 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 819 members 
Mstep: Class 31 contains 2480 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 34 clusters Score -4.219841e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 42839 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 20610 members 
Mstep: Class 7 contains 96 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 13855 members 
Mstep: Class 10 contains 74045 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 60000 members 
Mstep: Class 13 contains 172203 members 
Mstep: Class 14 contains 47151 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 16 contains 11545 members 
Mstep: Class 17 contains 76857 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 44855 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 4776 members 
Mstep: Class 24 contains 51167 members 
Mstep: Class 25 contains 1645 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 3005 members 
Mstep: Class 28 contains 6718 members 
Mstep: Class 29 contains 5813 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 2549 members 
Mstep: Class 32 contains 4311 members 
Mstep: Class 33 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 34 clusters Score -4.219896e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 42819 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20581 members 
Mstep: Class 7 contains 94 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 74216 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 59942 members 
Mstep: Class 13 contains 172062 members 
Mstep: Class 14 contains 47292 members 
Mstep: Class 15 contains 19163 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 76895 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 50971 members 
Mstep: Class 25 contains 1661 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 3005 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 5827 members 
Mstep: Class 30 contains 828 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 34 clusters Score -4.219967e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 42800 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20586 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 74298 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 59910 members 
Mstep: Class 13 contains 171930 members 
Mstep: Class 14 contains 47408 members 
Mstep: Class 15 contains 19415 members 
Mstep: Class 16 contains 11582 members 
Mstep: Class 17 contains 76906 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 44441 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 50807 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 2996 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 5828 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 2628 members 
Mstep: Class 32 contains 4416 members 
Mstep: Class 33 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200228.000000 Penalty: 20201.414062
Iteration 87Q: 34 clusters Score -4.220023e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 42788 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 74375 members 
Mstep: Class 11 contains 240 members 
Mstep: Class 12 contains 59875 members 
Mstep: Class 13 contains 171829 members 
Mstep: Class 14 contains 47533 members 
Mstep: Class 15 contains 19637 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 17 contains 76916 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 44231 members 
Mstep: Class 21 contains 1530 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 50643 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 2988 members 
Mstep: Class 28 contains 6282 members 
Mstep: Class 29 contains 5814 members 
Mstep: Class 30 contains 839 members 
Mstep: Class 31 contains 2655 members 
Mstep: Class 32 contains 4466 members 
Mstep: Class 33 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 34 clusters Score -4.220063e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 42778 members 
Mstep: Class 3 contains 1596 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 20670 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 14163 members 
Mstep: Class 10 contains 74415 members 
Mstep: Class 11 contains 238 members 
Mstep: Class 12 contains 59835 members 
Mstep: Class 13 contains 171750 members 
Mstep: Class 14 contains 47627 members 
Mstep: Class 15 contains 19870 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 76962 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 44047 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 50427 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 2979 members 
Mstep: Class 28 contains 6154 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 842 members 
Mstep: Class 31 contains 2689 members 
Mstep: Class 32 contains 4526 members 
Mstep: Class 33 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 34 clusters Score -4.220106e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 42765 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 20736 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 14253 members 
Mstep: Class 10 contains 74447 members 
Mstep: Class 11 contains 236 members 
Mstep: Class 12 contains 59799 members 
Mstep: Class 13 contains 171690 members 
Mstep: Class 14 contains 47678 members 
Mstep: Class 15 contains 20117 members 
Mstep: Class 16 contains 11619 members 
Mstep: Class 17 contains 76999 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 43894 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 50186 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 2976 members 
Mstep: Class 28 contains 6033 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 842 members 
Mstep: Class 31 contains 2720 members 
Mstep: Class 32 contains 4599 members 
Mstep: Class 33 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 34 clusters Score -4.22013e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 42748 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 14364 members 
Mstep: Class 10 contains 74477 members 
Mstep: Class 11 contains 233 members 
Mstep: Class 12 contains 59766 members 
Mstep: Class 13 contains 171580 members 
Mstep: Class 14 contains 47751 members 
Mstep: Class 15 contains 20370 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 77029 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 536 members 
Mstep: Class 20 contains 43736 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 49903 members 
Mstep: Class 25 contains 1715 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 5777 members 
Mstep: Class 30 contains 841 members 
Mstep: Class 31 contains 2747 members 
Mstep: Class 32 contains 4663 members 
Mstep: Class 33 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 34 clusters Score -4.22016e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 42736 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 74533 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 171422 members 
Mstep: Class 14 contains 47829 members 
Mstep: Class 15 contains 20660 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 17 contains 77067 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 20 contains 43567 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 49616 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 5782 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 4714 members 
Mstep: Class 33 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202136.000000 Penalty: 20201.414062
Iteration 92Q: 34 clusters Score -4.220214e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 42709 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21058 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 14601 members 
Mstep: Class 10 contains 74592 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 171362 members 
Mstep: Class 14 contains 47884 members 
Mstep: Class 15 contains 20947 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 77085 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 43348 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 49336 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 5765 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 4784 members 
Mstep: Class 33 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202428.000000 Penalty: 20201.414062
Iteration 93Q: 34 clusters Score -4.220243e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 42693 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21123 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 14737 members 
Mstep: Class 10 contains 74675 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59706 members 
Mstep: Class 13 contains 171301 members 
Mstep: Class 14 contains 47918 members 
Mstep: Class 15 contains 21264 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 77085 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 545 members 
Mstep: Class 20 contains 43140 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 49045 members 
Mstep: Class 25 contains 1757 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 5532 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 834 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 4848 members 
Mstep: Class 33 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42202876.000000 Penalty: 20201.414062
Iteration 94Q: 34 clusters Score -4.220288e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 42690 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21197 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 14858 members 
Mstep: Class 10 contains 74707 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59696 members 
Mstep: Class 13 contains 171305 members 
Mstep: Class 14 contains 47949 members 
Mstep: Class 15 contains 21576 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 77074 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 42933 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 48741 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 2000 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 5394 members 
Mstep: Class 29 contains 5767 members 
Mstep: Class 30 contains 833 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 4913 members 
Mstep: Class 33 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203016.000000 Penalty: 20201.414062
Iteration 95Q: 34 clusters Score -4.220302e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 42701 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21311 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 541 members 
Mstep: Class 9 contains 15009 members 
Mstep: Class 10 contains 74724 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59691 members 
Mstep: Class 13 contains 171263 members 
Mstep: Class 14 contains 47973 members 
Mstep: Class 15 contains 21894 members 
Mstep: Class 16 contains 11643 members 
Mstep: Class 17 contains 77054 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 42737 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 48411 members 
Mstep: Class 25 contains 1772 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 5261 members 
Mstep: Class 29 contains 5765 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 4974 members 
Mstep: Class 33 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203128.000000 Penalty: 20201.414062
Iteration 96Q: 34 clusters Score -4.220313e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 42707 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21425 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 15154 members 
Mstep: Class 10 contains 74721 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59689 members 
Mstep: Class 13 contains 171238 members 
Mstep: Class 14 contains 47980 members 
Mstep: Class 15 contains 22249 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 17 contains 77045 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 42550 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 48082 members 
Mstep: Class 25 contains 1780 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 5112 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 5037 members 
Mstep: Class 33 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203356.000000 Penalty: 20201.414062
Iteration 97Q: 34 clusters Score -4.220336e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 42730 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21560 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 560 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 74786 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59689 members 
Mstep: Class 13 contains 171158 members 
Mstep: Class 14 contains 47982 members 
Mstep: Class 15 contains 22607 members 
Mstep: Class 16 contains 11660 members 
Mstep: Class 17 contains 77024 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 552 members 
Mstep: Class 20 contains 42385 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 5098 members 
Mstep: Class 24 contains 47703 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1977 members 
Mstep: Class 27 contains 2930 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 5093 members 
Mstep: Class 33 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42203932.000000 Penalty: 20201.414062
Iteration 98Q: 34 clusters Score -4.220393e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 42766 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21694 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 15399 members 
Mstep: Class 10 contains 74851 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59690 members 
Mstep: Class 13 contains 171116 members 
Mstep: Class 14 contains 47981 members 
Mstep: Class 15 contains 22924 members 
Mstep: Class 16 contains 11669 members 
Mstep: Class 17 contains 76966 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 42229 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 5124 members 
Mstep: Class 24 contains 47390 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 5731 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2858 members 
Mstep: Class 32 contains 5146 members 
Mstep: Class 33 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204152.000000 Penalty: 20201.414062
Iteration 99Q: 34 clusters Score -4.220415e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 42812 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 21820 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 575 members 
Mstep: Class 9 contains 15539 members 
Mstep: Class 10 contains 74890 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59690 members 
Mstep: Class 13 contains 171103 members 
Mstep: Class 14 contains 47994 members 
Mstep: Class 15 contains 23249 members 
Mstep: Class 16 contains 11693 members 
Mstep: Class 17 contains 76918 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 42040 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 47040 members 
Mstep: Class 25 contains 1807 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2921 members 
Mstep: Class 28 contains 4643 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2862 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204388.000000 Penalty: 20201.414062
Iteration 100F: 34 clusters Score -4.220439e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 42873 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 4812 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21958 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 15649 members 
Mstep: Class 10 contains 74913 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59693 members 
Mstep: Class 13 contains 171068 members 
Mstep: Class 14 contains 48010 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 11731 members 
Mstep: Class 17 contains 76851 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 41852 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 5180 members 
Mstep: Class 24 contains 46754 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 2913 members 
Mstep: Class 28 contains 4474 members 
Mstep: Class 29 contains 5713 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 5234 members 
Mstep: Class 33 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42204764.000000 Penalty: 20201.414062
Iteration 101Q: 34 clusters Score -4.220476e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 42933 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22084 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 15765 members 
Mstep: Class 10 contains 74950 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59689 members 
Mstep: Class 13 contains 170985 members 
Mstep: Class 14 contains 48027 members 
Mstep: Class 15 contains 23995 members 
Mstep: Class 16 contains 11758 members 
Mstep: Class 17 contains 76809 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 41682 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 5201 members 
Mstep: Class 24 contains 46465 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 2909 members 
Mstep: Class 28 contains 4300 members 
Mstep: Class 29 contains 5691 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2867 members 
Mstep: Class 32 contains 5287 members 
Mstep: Class 33 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42205008.000000 Penalty: 20201.414062
Iteration 102Q: 34 clusters Score -4.220501e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 42996 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22250 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 578 members 
Mstep: Class 9 contains 15863 members 
Mstep: Class 10 contains 74937 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59689 members 
Mstep: Class 13 contains 170870 members 
Mstep: Class 14 contains 48033 members 
Mstep: Class 15 contains 24405 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 5223 members 
Mstep: Class 24 contains 46166 members 
Mstep: Class 25 contains 1825 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 2908 members 
Mstep: Class 28 contains 4139 members 
Mstep: Class 29 contains 5676 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2868 members 
Mstep: Class 32 contains 5335 members 
Mstep: Class 33 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42205408.000000 Penalty: 20201.414062
Iteration 103Q: 34 clusters Score -4.220541e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 43064 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 15954 members 
Mstep: Class 10 contains 74924 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59689 members 
Mstep: Class 13 contains 170761 members 
Mstep: Class 14 contains 48022 members 
Mstep: Class 15 contains 24755 members 
Mstep: Class 16 contains 11820 members 
Mstep: Class 17 contains 76728 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 552 members 
Mstep: Class 20 contains 41375 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 5243 members 
Mstep: Class 24 contains 45902 members 
Mstep: Class 25 contains 1833 members 
Mstep: Class 26 contains 1876 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2868 members 
Mstep: Class 32 contains 5390 members 
Mstep: Class 33 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42205856.000000 Penalty: 20201.414062
Iteration 104Q: 34 clusters Score -4.220586e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 43124 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22539 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 592 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 74913 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59692 members 
Mstep: Class 13 contains 170629 members 
Mstep: Class 14 contains 47999 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 11849 members 
Mstep: Class 17 contains 76683 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 41259 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 5252 members 
Mstep: Class 24 contains 45670 members 
Mstep: Class 25 contains 1833 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2869 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42206496.000000 Penalty: 20201.414062
Iteration 105Q: 34 clusters Score -4.22065e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 43172 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22643 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 16083 members 
Mstep: Class 10 contains 74909 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 59693 members 
Mstep: Class 13 contains 170541 members 
Mstep: Class 14 contains 47975 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 11865 members 
Mstep: Class 17 contains 76638 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 41141 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3307 members 
Mstep: Class 23 contains 5271 members 
Mstep: Class 24 contains 45425 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2897 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2870 members 
Mstep: Class 32 contains 5489 members 
Mstep: Class 33 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 34 clusters Score -4.220695e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 43210 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22731 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 612 members 
Mstep: Class 9 contains 16157 members 
Mstep: Class 10 contains 74906 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 59692 members 
Mstep: Class 13 contains 170422 members 
Mstep: Class 14 contains 47948 members 
Mstep: Class 15 contains 25975 members 
Mstep: Class 16 contains 11892 members 
Mstep: Class 17 contains 76592 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 41053 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 45175 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 2891 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 5683 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2874 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 783 members 
Entering Unmasked Estep 
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Iteration 107Q: 34 clusters Score -4.220732e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 43248 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22815 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 621 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 74918 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 59693 members 
Mstep: Class 13 contains 170333 members 
Mstep: Class 14 contains 47908 members 
Mstep: Class 15 contains 26418 members 
Mstep: Class 16 contains 11925 members 
Mstep: Class 17 contains 76508 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 555 members 
Mstep: Class 20 contains 40973 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 44918 members 
Mstep: Class 25 contains 1837 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 2891 members 
Mstep: Class 28 contains 3525 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2878 members 
Mstep: Class 32 contains 5565 members 
Mstep: Class 33 contains 784 members 
Entering Unmasked Estep 
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Iteration 108Q: 34 clusters Score -4.220768e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 43285 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 16261 members 
Mstep: Class 10 contains 74918 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 59688 members 
Mstep: Class 13 contains 170225 members 
Mstep: Class 14 contains 47872 members 
Mstep: Class 15 contains 26855 members 
Mstep: Class 16 contains 11969 members 
Mstep: Class 17 contains 76419 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 40891 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 44704 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 1842 members 
Mstep: Class 27 contains 2891 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 5696 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2879 members 
Mstep: Class 32 contains 5608 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
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Iteration 109Q: 34 clusters Score -4.220798e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 43322 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 22953 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 9 contains 16294 members 
Mstep: Class 10 contains 74927 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 59693 members 
Mstep: Class 13 contains 170024 members 
Mstep: Class 14 contains 47836 members 
Mstep: Class 15 contains 27317 members 
Mstep: Class 16 contains 12002 members 
Mstep: Class 17 contains 76336 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 20 contains 40838 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 44516 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 2889 members 
Mstep: Class 28 contains 3341 members 
Mstep: Class 29 contains 5700 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2880 members 
Mstep: Class 32 contains 5648 members 
Mstep: Class 33 contains 787 members 
Entering Unmasked Estep 
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Iteration 110Q: 34 clusters Score -4.220849e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 43355 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 16321 members 
Mstep: Class 10 contains 74933 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59695 members 
Mstep: Class 13 contains 169896 members 
Mstep: Class 14 contains 47796 members 
Mstep: Class 15 contains 27792 members 
Mstep: Class 16 contains 12025 members 
Mstep: Class 17 contains 76257 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 40769 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 44289 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 2889 members 
Mstep: Class 28 contains 3232 members 
Mstep: Class 29 contains 5711 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2884 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42208804.000000 Penalty: 20201.414062
Iteration 111Q: 34 clusters Score -4.22088e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23126 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 16361 members 
Mstep: Class 10 contains 74947 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59697 members 
Mstep: Class 13 contains 169675 members 
Mstep: Class 14 contains 47739 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 12046 members 
Mstep: Class 17 contains 76182 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 40704 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 44081 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 2890 members 
Mstep: Class 28 contains 3140 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2889 members 
Mstep: Class 32 contains 5727 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42209632.000000 Penalty: 20201.414062
Iteration 112Q: 34 clusters Score -4.220963e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 43424 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 16406 members 
Mstep: Class 10 contains 74934 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59703 members 
Mstep: Class 13 contains 169434 members 
Mstep: Class 14 contains 47664 members 
Mstep: Class 15 contains 28841 members 
Mstep: Class 16 contains 12063 members 
Mstep: Class 17 contains 76109 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 40619 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 43946 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 1827 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 3045 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 5772 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210220.000000 Penalty: 20201.414062
Iteration 113Q: 34 clusters Score -4.221022e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23361 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 16446 members 
Mstep: Class 10 contains 74883 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59711 members 
Mstep: Class 13 contains 169275 members 
Mstep: Class 14 contains 47581 members 
Mstep: Class 15 contains 29363 members 
Mstep: Class 16 contains 12086 members 
Mstep: Class 17 contains 76016 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 40484 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 43773 members 
Mstep: Class 25 contains 1894 members 
Mstep: Class 26 contains 1821 members 
Mstep: Class 27 contains 2884 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 5767 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 5816 members 
Mstep: Class 33 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42210744.000000 Penalty: 20201.414062
Iteration 114Q: 34 clusters Score -4.221074e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 43477 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23501 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 16486 members 
Mstep: Class 10 contains 74855 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59723 members 
Mstep: Class 13 contains 169121 members 
Mstep: Class 14 contains 47498 members 
Mstep: Class 15 contains 29890 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 75895 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 40364 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 5353 members 
Mstep: Class 24 contains 43608 members 
Mstep: Class 25 contains 1905 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 2894 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 5865 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42211348.000000 Penalty: 20201.414062
Iteration 115Q: 34 clusters Score -4.221135e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 43490 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23633 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 16477 members 
Mstep: Class 10 contains 74810 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59730 members 
Mstep: Class 13 contains 168971 members 
Mstep: Class 14 contains 47432 members 
Mstep: Class 15 contains 30447 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 75802 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 40232 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 43470 members 
Mstep: Class 25 contains 1915 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 2890 members 
Mstep: Class 28 contains 2838 members 
Mstep: Class 29 contains 5831 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42211660.000000 Penalty: 20201.414062
Iteration 116Q: 34 clusters Score -4.221166e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 43492 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23784 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 16476 members 
Mstep: Class 10 contains 74750 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59735 members 
Mstep: Class 13 contains 168790 members 
Mstep: Class 14 contains 47361 members 
Mstep: Class 15 contains 30972 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 75741 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 40078 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 43342 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 5869 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2905 members 
Mstep: Class 32 contains 5989 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212196.000000 Penalty: 20201.414062
Iteration 117Q: 34 clusters Score -4.22122e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 43485 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 23910 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 74725 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 59735 members 
Mstep: Class 13 contains 168663 members 
Mstep: Class 14 contains 47299 members 
Mstep: Class 15 contains 31491 members 
Mstep: Class 16 contains 12146 members 
Mstep: Class 17 contains 75627 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 567 members 
Mstep: Class 20 contains 39933 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 43205 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 2900 members 
Mstep: Class 28 contains 2758 members 
Mstep: Class 29 contains 5884 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 6060 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42212472.000000 Penalty: 20201.414062
Iteration 118Q: 34 clusters Score -4.221247e+07 nChanged 2259
Entering ConstructFrom: 
Score: -42212472.000000 Penalty: 20201.414062
Entering ConstructFrom: 
Trying to split cluster 1 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -974776.937500 Penalty: 438.654510
	Iteration 0F: 2 clusters Score -974776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -964460.437500 Penalty: 877.309021
	Iteration 0F: 3 clusters Score -964460.4 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -968627.312500 Penalty: 877.309021
	Iteration 1F: 3 clusters Score -968627.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -968887.625000 Penalty: 877.309021
	Iteration 2Q: 3 clusters Score -968887.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -969245.437500 Penalty: 877.309021
	Iteration 3F: 3 clusters Score -969245.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -969904.062500 Penalty: 877.309021
	Iteration 4F: 3 clusters Score -969904.1 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -970971.875000 Penalty: 877.309021
	Iteration 5F: 3 clusters Score -970971.9 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -972231.812500 Penalty: 877.309021
	Iteration 6F: 3 clusters Score -972231.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -973287.000000 Penalty: 877.309021
	Iteration 7F: 3 clusters Score -973287 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -973937.875000 Penalty: 877.309021
	Iteration 8Q: 3 clusters Score -973937.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -974231.562500 Penalty: 877.309021
	Iteration 9Q: 3 clusters Score -974231.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -974372.375000 Penalty: 877.309021
	Iteration 10Q: 3 clusters Score -974372.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -974456.375000 Penalty: 877.309021
	Iteration 11Q: 3 clusters Score -974456.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -974485.250000 Penalty: 877.309021
	Iteration 12Q: 3 clusters Score -974485.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -974506.750000 Penalty: 877.309021
	Iteration 13Q: 3 clusters Score -974506.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -974514.250000 Penalty: 877.309021
	Iteration 14Q: 3 clusters Score -974514.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -974520.500000 Penalty: 877.309021
	Iteration 15Q: 3 clusters Score -974520.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -974522.062500 Penalty: 877.309021
	Iteration 16Q: 3 clusters Score -974522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -974522.250000 Penalty: 877.309021
	Iteration 17Q: 3 clusters Score -974522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -974522.750000 Penalty: 877.309021
	Iteration 18Q: 3 clusters Score -974522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -974523.437500 Penalty: 877.309021
	Iteration 19Q: 3 clusters Score -974523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -974525.312500 Penalty: 877.309021
	Iteration 20F: 3 clusters Score -974525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -974524.937500 Penalty: 877.309021
	Iteration 21Q: 3 clusters Score -974524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -974525.375000 Penalty: 877.309021
	Iteration 22Q: 3 clusters Score -974525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -974525.500000 Penalty: 877.309021
	Iteration 23Q: 3 clusters Score -974525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -974525.500000 Penalty: 877.309021
	Iteration 24F: 3 clusters Score -974525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Entering Unmasked Estep 
Score: -2876342.250000 Penalty: 485.941528
	Iteration 0F: 2 clusters Score -2876342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2847842.000000 Penalty: 971.883057
	Iteration 0F: 3 clusters Score -2847842 nChanged 21029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2859921.500000 Penalty: 971.883057
	Iteration 1F: 3 clusters Score -2859922 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2860383.250000 Penalty: 971.883057
	Iteration 2Q: 3 clusters Score -2860383 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2861041.250000 Penalty: 971.883057
	Iteration 3Q: 3 clusters Score -2861041 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2862051.750000 Penalty: 971.883057
	Iteration 4F: 3 clusters Score -2862052 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2863486.750000 Penalty: 971.883057
	Iteration 5F: 3 clusters Score -2863487 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2865398.500000 Penalty: 971.883057
	Iteration 6F: 3 clusters Score -2865398 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2867801.750000 Penalty: 971.883057
	Iteration 7F: 3 clusters Score -2867802 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2870388.250000 Penalty: 971.883057
	Iteration 8F: 3 clusters Score -2870388 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2872682.500000 Penalty: 971.883057
	Iteration 9F: 3 clusters Score -2872682 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2873790.500000 Penalty: 971.883057
	Iteration 10Q: 3 clusters Score -2873790 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2874545.750000 Penalty: 971.883057
	Iteration 11Q: 3 clusters Score -2874546 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2875020.000000 Penalty: 971.883057
	Iteration 12Q: 3 clusters Score -2875020 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2875275.000000 Penalty: 971.883057
	Iteration 13Q: 3 clusters Score -2875275 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2875470.500000 Penalty: 971.883057
	Iteration 14Q: 3 clusters Score -2875470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2875562.250000 Penalty: 971.883057
	Iteration 15Q: 3 clusters Score -2875562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2875631.000000 Penalty: 971.883057
	Iteration 16Q: 3 clusters Score -2875631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2875707.500000 Penalty: 971.883057
	Iteration 17Q: 3 clusters Score -2875708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2875744.500000 Penalty: 971.883057
	Iteration 18Q: 3 clusters Score -2875744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2875769.250000 Penalty: 971.883057
	Iteration 19Q: 3 clusters Score -2875769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2875780.250000 Penalty: 971.883057
	Iteration 20F: 3 clusters Score -2875780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2875791.000000 Penalty: 971.883057
	Iteration 21Q: 3 clusters Score -2875791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2875785.500000 Penalty: 971.883057
	Iteration 22Q: 3 clusters Score -2875786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2875789.000000 Penalty: 971.883057
	Iteration 23Q: 3 clusters Score -2875789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2875796.750000 Penalty: 971.883057
	Iteration 24Q: 3 clusters Score -2875797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2875803.000000 Penalty: 971.883057
	Iteration 25Q: 3 clusters Score -2875803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2875804.250000 Penalty: 971.883057
	Iteration 26Q: 3 clusters Score -2875804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2875806.750000 Penalty: 971.883057
	Iteration 27Q: 3 clusters Score -2875807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2875807.500000 Penalty: 971.883057
	Iteration 28Q: 3 clusters Score -2875808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2875806.500000 Penalty: 971.883057
	Iteration 29Q: 3 clusters Score -2875806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2875806.500000 Penalty: 971.883057
	Iteration 30Q: 3 clusters Score -2875806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2875806.500000 Penalty: 971.883057
	Iteration 31F: 3 clusters Score -2875806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -110689.593750 Penalty: 338.925690
	Iteration 0F: 2 clusters Score -110689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -109442.000000 Penalty: 677.851379
	Iteration 0F: 3 clusters Score -109442 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -109869.328125 Penalty: 677.851379
	Iteration 1F: 3 clusters Score -109869.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -109953.328125 Penalty: 677.851379
	Iteration 2F: 3 clusters Score -109953.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -110021.554688 Penalty: 677.851379
	Iteration 3F: 3 clusters Score -110021.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -110082.218750 Penalty: 677.851379
	Iteration 4F: 3 clusters Score -110082.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -110133.695312 Penalty: 677.851379
	Iteration 5Q: 3 clusters Score -110133.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -110173.757812 Penalty: 677.851379
	Iteration 6Q: 3 clusters Score -110173.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -110201.210938 Penalty: 677.851379
	Iteration 7Q: 3 clusters Score -110201.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110217.476562 Penalty: 677.851379
	Iteration 8Q: 3 clusters Score -110217.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -110239.421875 Penalty: 677.851379
	Iteration 9Q: 3 clusters Score -110239.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -110255.890625 Penalty: 677.851379
	Iteration 10Q: 3 clusters Score -110255.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -110268.898438 Penalty: 677.851379
	Iteration 11Q: 3 clusters Score -110268.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110284.585938 Penalty: 677.851379
	Iteration 12Q: 3 clusters Score -110284.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -110297.492188 Penalty: 677.851379
	Iteration 13Q: 3 clusters Score -110297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -110305.187500 Penalty: 677.851379
	Iteration 14Q: 3 clusters Score -110305.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -110310.218750 Penalty: 677.851379
	Iteration 15Q: 3 clusters Score -110310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -110314.585938 Penalty: 677.851379
	Iteration 16Q: 3 clusters Score -110314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -110316.671875 Penalty: 677.851379
	Iteration 17Q: 3 clusters Score -110316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -110318.171875 Penalty: 677.851379
	Iteration 18Q: 3 clusters Score -110318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -110320.484375 Penalty: 677.851379
	Iteration 19Q: 3 clusters Score -110320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -110324.718750 Penalty: 677.851379
	Iteration 20F: 3 clusters Score -110324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -110325.875000 Penalty: 677.851379
	Iteration 21Q: 3 clusters Score -110325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -110325.859375 Penalty: 677.851379
	Iteration 22Q: 3 clusters Score -110325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -110326.726562 Penalty: 677.851379
	Iteration 23Q: 3 clusters Score -110326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -110327.656250 Penalty: 677.851379
	Iteration 24Q: 3 clusters Score -110327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -110327.867188 Penalty: 677.851379
	Iteration 25Q: 3 clusters Score -110327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -110328.031250 Penalty: 677.851379
	Iteration 26Q: 3 clusters Score -110328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -110328.156250 Penalty: 677.851379
	Iteration 27Q: 3 clusters Score -110328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -110328.156250 Penalty: 677.851379
	Iteration 28F: 3 clusters Score -110328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -307112.343750 Penalty: 384.939056
	Iteration 0F: 2 clusters Score -307112.3 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 2316 members 
Entering Unmasked Estep 
Score: -303893.312500 Penalty: 769.878113
	Iteration 0F: 3 clusters Score -303893.3 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -305177.312500 Penalty: 769.878113
	Iteration 1F: 3 clusters Score -305177.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -305314.750000 Penalty: 769.878113
	Iteration 2F: 3 clusters Score -305314.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -305439.656250 Penalty: 769.878113
	Iteration 3F: 3 clusters Score -305439.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -305564.531250 Penalty: 769.878113
	Iteration 4F: 3 clusters Score -305564.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -305699.906250 Penalty: 769.878113
	Iteration 5Q: 3 clusters Score -305699.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -305862.687500 Penalty: 769.878113
	Iteration 6Q: 3 clusters Score -305862.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -306023.968750 Penalty: 769.878113
	Iteration 7Q: 3 clusters Score -306024 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -306161.875000 Penalty: 769.878113
	Iteration 8Q: 3 clusters Score -306161.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -306259.187500 Penalty: 769.878113
	Iteration 9Q: 3 clusters Score -306259.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306331.062500 Penalty: 769.878113
	Iteration 10Q: 3 clusters Score -306331.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -306393.718750 Penalty: 769.878113
	Iteration 11Q: 3 clusters Score -306393.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -306441.437500 Penalty: 769.878113
	Iteration 12Q: 3 clusters Score -306441.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -306482.968750 Penalty: 769.878113
	Iteration 13Q: 3 clusters Score -306483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -306518.187500 Penalty: 769.878113
	Iteration 14Q: 3 clusters Score -306518.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -306551.312500 Penalty: 769.878113
	Iteration 15Q: 3 clusters Score -306551.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -306577.750000 Penalty: 769.878113
	Iteration 16Q: 3 clusters Score -306577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -306604.906250 Penalty: 769.878113
	Iteration 17Q: 3 clusters Score -306604.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -306631.343750 Penalty: 769.878113
	Iteration 18Q: 3 clusters Score -306631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -306641.812500 Penalty: 769.878113
	Iteration 19Q: 3 clusters Score -306641.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -306658.093750 Penalty: 769.878113
	Iteration 20F: 3 clusters Score -306658.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -306673.843750 Penalty: 769.878113
	Iteration 21Q: 3 clusters Score -306673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -306690.218750 Penalty: 769.878113
	Iteration 22Q: 3 clusters Score -306690.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -306700.843750 Penalty: 769.878113
	Iteration 23Q: 3 clusters Score -306700.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -306711.843750 Penalty: 769.878113
	Iteration 24Q: 3 clusters Score -306711.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -306720.937500 Penalty: 769.878113
	Iteration 25Q: 3 clusters Score -306720.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -306728.968750 Penalty: 769.878113
	Iteration 26Q: 3 clusters Score -306729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -306735.875000 Penalty: 769.878113
	Iteration 27Q: 3 clusters Score -306735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -306739.593750 Penalty: 769.878113
	Iteration 28Q: 3 clusters Score -306739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -306742.531250 Penalty: 769.878113
	Iteration 29Q: 3 clusters Score -306742.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -306750.531250 Penalty: 769.878113
	Iteration 30Q: 3 clusters Score -306750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -306756.968750 Penalty: 769.878113
	Iteration 31Q: 3 clusters Score -306757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -306760.812500 Penalty: 769.878113
	Iteration 32Q: 3 clusters Score -306760.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -306763.843750 Penalty: 769.878113
	Iteration 33Q: 3 clusters Score -306763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -306769.125000 Penalty: 769.878113
	Iteration 34Q: 3 clusters Score -306769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -306775.375000 Penalty: 769.878113
	Iteration 35Q: 3 clusters Score -306775.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -306781.281250 Penalty: 769.878113
	Iteration 36Q: 3 clusters Score -306781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -306783.125000 Penalty: 769.878113
	Iteration 37Q: 3 clusters Score -306783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -306785.000000 Penalty: 769.878113
	Iteration 38Q: 3 clusters Score -306785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -306787.218750 Penalty: 769.878113
	Iteration 39Q: 3 clusters Score -306787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -306788.093750 Penalty: 769.878113
	Iteration 40F: 3 clusters Score -306788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -306791.718750 Penalty: 769.878113
	Iteration 41Q: 3 clusters Score -306791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -306796.093750 Penalty: 769.878113
	Iteration 42Q: 3 clusters Score -306796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -306799.031250 Penalty: 769.878113
	Iteration 43Q: 3 clusters Score -306799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -306798.718750 Penalty: 769.878113
	Iteration 44Q: 3 clusters Score -306798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -306799.000000 Penalty: 769.878113
	Iteration 45Q: 3 clusters Score -306799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -306799.000000 Penalty: 769.878113
	Iteration 46F: 3 clusters Score -306799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5878.686035 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5878.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5657.623535 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5657.624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5705.983887 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5705.984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5722.368164 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5722.368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5731.223145 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5731.223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5731.223145 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -5731.223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -1532296.000000 Penalty: 458.921356
	Iteration 0F: 2 clusters Score -1532296 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 11985 members 
Entering Unmasked Estep 
Score: -1516319.500000 Penalty: 917.842712
	Iteration 0F: 3 clusters Score -1516320 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1522622.625000 Penalty: 917.842712
	Iteration 1F: 3 clusters Score -1522623 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1522846.125000 Penalty: 917.842712
	Iteration 2Q: 3 clusters Score -1522846 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1523117.750000 Penalty: 917.842712
	Iteration 3Q: 3 clusters Score -1523118 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1523472.375000 Penalty: 917.842712
	Iteration 4Q: 3 clusters Score -1523472 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1524053.375000 Penalty: 917.842712
	Iteration 5Q: 3 clusters Score -1524053 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1525003.125000 Penalty: 917.842712
	Iteration 6F: 3 clusters Score -1525003 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1526380.500000 Penalty: 917.842712
	Iteration 7F: 3 clusters Score -1526380 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1527894.750000 Penalty: 917.842712
	Iteration 8F: 3 clusters Score -1527895 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1529213.625000 Penalty: 917.842712
	Iteration 9F: 3 clusters Score -1529214 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1530076.750000 Penalty: 917.842712
	Iteration 10Q: 3 clusters Score -1530077 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1530618.125000 Penalty: 917.842712
	Iteration 11Q: 3 clusters Score -1530618 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1530965.250000 Penalty: 917.842712
	Iteration 12Q: 3 clusters Score -1530965 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1531197.250000 Penalty: 917.842712
	Iteration 13Q: 3 clusters Score -1531197 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1531357.500000 Penalty: 917.842712
	Iteration 14Q: 3 clusters Score -1531358 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1531450.125000 Penalty: 917.842712
	Iteration 15Q: 3 clusters Score -1531450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1531509.250000 Penalty: 917.842712
	Iteration 16Q: 3 clusters Score -1531509 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1531548.875000 Penalty: 917.842712
	Iteration 17Q: 3 clusters Score -1531549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1531589.125000 Penalty: 917.842712
	Iteration 18Q: 3 clusters Score -1531589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1531612.000000 Penalty: 917.842712
	Iteration 19Q: 3 clusters Score -1531612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1531644.625000 Penalty: 917.842712
	Iteration 20F: 3 clusters Score -1531645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1531668.125000 Penalty: 917.842712
	Iteration 21Q: 3 clusters Score -1531668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1531698.750000 Penalty: 917.842712
	Iteration 22Q: 3 clusters Score -1531699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1531724.375000 Penalty: 917.842712
	Iteration 23Q: 3 clusters Score -1531724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1531743.500000 Penalty: 917.842712
	Iteration 24Q: 3 clusters Score -1531744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1531766.500000 Penalty: 917.842712
	Iteration 25Q: 3 clusters Score -1531766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1531783.875000 Penalty: 917.842712
	Iteration 26Q: 3 clusters Score -1531784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1531801.125000 Penalty: 917.842712
	Iteration 27Q: 3 clusters Score -1531801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1531810.250000 Penalty: 917.842712
	Iteration 28Q: 3 clusters Score -1531810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1531821.625000 Penalty: 917.842712
	Iteration 29Q: 3 clusters Score -1531822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1531827.875000 Penalty: 917.842712
	Iteration 30Q: 3 clusters Score -1531828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1531835.000000 Penalty: 917.842712
	Iteration 31Q: 3 clusters Score -1531835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1531840.375000 Penalty: 917.842712
	Iteration 32Q: 3 clusters Score -1531840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1531844.000000 Penalty: 917.842712
	Iteration 33Q: 3 clusters Score -1531844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1531852.750000 Penalty: 917.842712
	Iteration 34Q: 3 clusters Score -1531853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1531860.250000 Penalty: 917.842712
	Iteration 35Q: 3 clusters Score -1531860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1531862.875000 Penalty: 917.842712
	Iteration 36Q: 3 clusters Score -1531863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1531869.125000 Penalty: 917.842712
	Iteration 37Q: 3 clusters Score -1531869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1531873.750000 Penalty: 917.842712
	Iteration 38Q: 3 clusters Score -1531874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1531880.875000 Penalty: 917.842712
	Iteration 39Q: 3 clusters Score -1531881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1531885.500000 Penalty: 917.842712
	Iteration 40F: 3 clusters Score -1531886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1531888.875000 Penalty: 917.842712
	Iteration 41Q: 3 clusters Score -1531889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1531890.625000 Penalty: 917.842712
	Iteration 42Q: 3 clusters Score -1531891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1531890.625000 Penalty: 917.842712
	Iteration 43Q: 3 clusters Score -1531891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1531891.750000 Penalty: 917.842712
	Iteration 44Q: 3 clusters Score -1531892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1531892.625000 Penalty: 917.842712
	Iteration 45Q: 3 clusters Score -1531893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1531891.875000 Penalty: 917.842712
	Iteration 46Q: 3 clusters Score -1531892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1531892.375000 Penalty: 917.842712
	Iteration 47Q: 3 clusters Score -1531892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1531892.125000 Penalty: 917.842712
	Iteration 48Q: 3 clusters Score -1531892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1531893.875000 Penalty: 917.842712
	Iteration 49Q: 3 clusters Score -1531894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1531896.250000 Penalty: 917.842712
	Iteration 50Q: 3 clusters Score -1531896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1531895.375000 Penalty: 917.842712
	Iteration 51Q: 3 clusters Score -1531895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1531896.875000 Penalty: 917.842712
	Iteration 52Q: 3 clusters Score -1531897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1531895.875000 Penalty: 917.842712
	Iteration 53Q: 3 clusters Score -1531896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1531897.500000 Penalty: 917.842712
	Iteration 54Q: 3 clusters Score -1531898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1531896.750000 Penalty: 917.842712
	Iteration 55Q: 3 clusters Score -1531897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1531897.750000 Penalty: 917.842712
	Iteration 56Q: 3 clusters Score -1531898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1531897.125000 Penalty: 917.842712
	Iteration 57Q: 3 clusters Score -1531897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1531896.375000 Penalty: 917.842712
	Iteration 58Q: 3 clusters Score -1531896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1531897.875000 Penalty: 917.842712
	Iteration 59Q: 3 clusters Score -1531898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1531898.000000 Penalty: 917.842712
	Iteration 60F: 3 clusters Score -1531898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1531897.250000 Penalty: 917.842712
	Iteration 61Q: 3 clusters Score -1531897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1531900.500000 Penalty: 917.842712
	Iteration 62Q: 3 clusters Score -1531900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1531900.625000 Penalty: 917.842712
	Iteration 63Q: 3 clusters Score -1531901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1531902.000000 Penalty: 917.842712
	Iteration 64Q: 3 clusters Score -1531902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1531902.875000 Penalty: 917.842712
	Iteration 65Q: 3 clusters Score -1531903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1531901.625000 Penalty: 917.842712
	Iteration 66Q: 3 clusters Score -1531902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1531901.625000 Penalty: 917.842712
	Iteration 67F: 3 clusters Score -1531902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -3260.409180 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -3260.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3131.998779 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3131.999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3213.011719 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -3213.012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3228.937012 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -3228.937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3235.560791 Penalty: 411.482758
	Iteration 3F: 3 clusters Score -3235.561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3237.513428 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -3237.513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3245.935059 Penalty: 411.482758
	Iteration 5Q: 3 clusters Score -3245.935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3245.935059 Penalty: 411.482758
	Iteration 6F: 3 clusters Score -3245.935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -41070.785156 Penalty: 293.996796
	Iteration 0F: 2 clusters Score -41070.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40491.207031 Penalty: 587.993591
	Iteration 0F: 3 clusters Score -40491.21 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40623.820312 Penalty: 587.993591
	Iteration 1F: 3 clusters Score -40623.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40650.167969 Penalty: 587.993591
	Iteration 2F: 3 clusters Score -40650.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40676.312500 Penalty: 587.993591
	Iteration 3F: 3 clusters Score -40676.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40687.402344 Penalty: 587.993591
	Iteration 4Q: 3 clusters Score -40687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40695.058594 Penalty: 587.993591
	Iteration 5Q: 3 clusters Score -40695.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40699.328125 Penalty: 587.993591
	Iteration 6Q: 3 clusters Score -40699.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40702.058594 Penalty: 587.993591
	Iteration 7Q: 3 clusters Score -40702.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40703.121094 Penalty: 587.993591
	Iteration 8Q: 3 clusters Score -40703.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40704.742188 Penalty: 587.993591
	Iteration 9Q: 3 clusters Score -40704.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40705.019531 Penalty: 587.993591
	Iteration 10Q: 3 clusters Score -40705.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40705.019531 Penalty: 587.993591
	Iteration 11F: 3 clusters Score -40705.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Entering Unmasked Estep 
Score: -1076466.875000 Penalty: 441.748077
	Iteration 0F: 2 clusters Score -1076467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1065497.000000 Penalty: 883.496155
	Iteration 0F: 3 clusters Score -1065497 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1070001.500000 Penalty: 883.496155
	Iteration 1F: 3 clusters Score -1070002 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1070320.500000 Penalty: 883.496155
	Iteration 2Q: 3 clusters Score -1070320 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1070846.875000 Penalty: 883.496155
	Iteration 3F: 3 clusters Score -1070847 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1071706.250000 Penalty: 883.496155
	Iteration 4F: 3 clusters Score -1071706 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1072866.750000 Penalty: 883.496155
	Iteration 5F: 3 clusters Score -1072867 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1074047.000000 Penalty: 883.496155
	Iteration 6F: 3 clusters Score -1074047 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1074948.000000 Penalty: 883.496155
	Iteration 7F: 3 clusters Score -1074948 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1075423.750000 Penalty: 883.496155
	Iteration 8Q: 3 clusters Score -1075424 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1075667.875000 Penalty: 883.496155
	Iteration 9Q: 3 clusters Score -1075668 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1075810.375000 Penalty: 883.496155
	Iteration 10Q: 3 clusters Score -1075810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1075913.875000 Penalty: 883.496155
	Iteration 11Q: 3 clusters Score -1075914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1075967.500000 Penalty: 883.496155
	Iteration 12Q: 3 clusters Score -1075968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1075997.125000 Penalty: 883.496155
	Iteration 13Q: 3 clusters Score -1075997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1076011.125000 Penalty: 883.496155
	Iteration 14Q: 3 clusters Score -1076011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1076026.875000 Penalty: 883.496155
	Iteration 15Q: 3 clusters Score -1076027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1076038.625000 Penalty: 883.496155
	Iteration 16Q: 3 clusters Score -1076039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1076042.250000 Penalty: 883.496155
	Iteration 17Q: 3 clusters Score -1076042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1076046.375000 Penalty: 883.496155
	Iteration 18Q: 3 clusters Score -1076046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1076052.125000 Penalty: 883.496155
	Iteration 19Q: 3 clusters Score -1076052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1076055.875000 Penalty: 883.496155
	Iteration 20F: 3 clusters Score -1076056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1076062.750000 Penalty: 883.496155
	Iteration 21Q: 3 clusters Score -1076063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1076064.875000 Penalty: 883.496155
	Iteration 22Q: 3 clusters Score -1076065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1076065.500000 Penalty: 883.496155
	Iteration 23Q: 3 clusters Score -1076066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1076067.125000 Penalty: 883.496155
	Iteration 24Q: 3 clusters Score -1076067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1076069.125000 Penalty: 883.496155
	Iteration 25Q: 3 clusters Score -1076069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1076070.875000 Penalty: 883.496155
	Iteration 26Q: 3 clusters Score -1076071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1076071.000000 Penalty: 883.496155
	Iteration 27Q: 3 clusters Score -1076071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1076073.500000 Penalty: 883.496155
	Iteration 28Q: 3 clusters Score -1076074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1076076.875000 Penalty: 883.496155
	Iteration 29Q: 3 clusters Score -1076077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1076076.500000 Penalty: 883.496155
	Iteration 30Q: 3 clusters Score -1076076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1076077.875000 Penalty: 883.496155
	Iteration 31Q: 3 clusters Score -1076078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1076081.125000 Penalty: 883.496155
	Iteration 32Q: 3 clusters Score -1076081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1076082.250000 Penalty: 883.496155
	Iteration 33Q: 3 clusters Score -1076082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1076082.125000 Penalty: 883.496155
	Iteration 34Q: 3 clusters Score -1076082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1076083.625000 Penalty: 883.496155
	Iteration 35Q: 3 clusters Score -1076084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1076085.250000 Penalty: 883.496155
	Iteration 36Q: 3 clusters Score -1076085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1076085.875000 Penalty: 883.496155
	Iteration 37Q: 3 clusters Score -1076086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1076087.250000 Penalty: 883.496155
	Iteration 38Q: 3 clusters Score -1076087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1076089.500000 Penalty: 883.496155
	Iteration 39Q: 3 clusters Score -1076090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1076090.500000 Penalty: 883.496155
	Iteration 40F: 3 clusters Score -1076090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Entering Unmasked Estep 
Score: -4660320.000000 Penalty: 510.559509
	Iteration 0F: 2 clusters Score -4660320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4610913.000000 Penalty: 1021.119019
	Iteration 0F: 3 clusters Score -4610913 nChanged 36720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4633997.500000 Penalty: 1021.119019
	Iteration 1F: 3 clusters Score -4633998 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4636595.500000 Penalty: 1021.119019
	Iteration 2F: 3 clusters Score -4636596 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4640381.500000 Penalty: 1021.119019
	Iteration 3F: 3 clusters Score -4640382 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4644840.500000 Penalty: 1021.119019
	Iteration 4F: 3 clusters Score -4644840 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4648013.000000 Penalty: 1021.119019
	Iteration 5F: 3 clusters Score -4648013 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4649164.000000 Penalty: 1021.119019
	Iteration 6Q: 3 clusters Score -4649164 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4649572.000000 Penalty: 1021.119019
	Iteration 7Q: 3 clusters Score -4649572 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4650003.000000 Penalty: 1021.119019
	Iteration 8Q: 3 clusters Score -4650003 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4650620.500000 Penalty: 1021.119019
	Iteration 9Q: 3 clusters Score -4650620 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4651334.500000 Penalty: 1021.119019
	Iteration 10Q: 3 clusters Score -4651334 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4651963.500000 Penalty: 1021.119019
	Iteration 11Q: 3 clusters Score -4651964 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -4652597.000000 Penalty: 1021.119019
	Iteration 12Q: 3 clusters Score -4652597 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -4653186.500000 Penalty: 1021.119019
	Iteration 13Q: 3 clusters Score -4653186 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -4653797.500000 Penalty: 1021.119019
	Iteration 14Q: 3 clusters Score -4653798 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4654324.000000 Penalty: 1021.119019
	Iteration 15Q: 3 clusters Score -4654324 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -4654735.000000 Penalty: 1021.119019
	Iteration 16Q: 3 clusters Score -4654735 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4654982.500000 Penalty: 1021.119019
	Iteration 17Q: 3 clusters Score -4654982 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -4655174.500000 Penalty: 1021.119019
	Iteration 18Q: 3 clusters Score -4655174 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4655307.500000 Penalty: 1021.119019
	Iteration 19Q: 3 clusters Score -4655308 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -4655478.000000 Penalty: 1021.119019
	Iteration 20F: 3 clusters Score -4655478 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -4655587.000000 Penalty: 1021.119019
	Iteration 21Q: 3 clusters Score -4655587 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -4655654.500000 Penalty: 1021.119019
	Iteration 22Q: 3 clusters Score -4655654 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -4655706.000000 Penalty: 1021.119019
	Iteration 23Q: 3 clusters Score -4655706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4655731.500000 Penalty: 1021.119019
	Iteration 24Q: 3 clusters Score -4655732 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4655758.500000 Penalty: 1021.119019
	Iteration 25Q: 3 clusters Score -4655758 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4655776.500000 Penalty: 1021.119019
	Iteration 26Q: 3 clusters Score -4655776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -4655777.000000 Penalty: 1021.119019
	Iteration 27Q: 3 clusters Score -4655777 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -4655781.000000 Penalty: 1021.119019
	Iteration 28Q: 3 clusters Score -4655781 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4655785.500000 Penalty: 1021.119019
	Iteration 29Q: 3 clusters Score -4655786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -4655777.500000 Penalty: 1021.119019
	Iteration 30Q: 3 clusters Score -4655778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -4655781.000000 Penalty: 1021.119019
	Iteration 31Q: 3 clusters Score -4655781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -4655775.000000 Penalty: 1021.119019
	Iteration 32Q: 3 clusters Score -4655775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -4655768.000000 Penalty: 1021.119019
	Iteration 33Q: 3 clusters Score -4655768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -4655769.500000 Penalty: 1021.119019
	Iteration 34Q: 3 clusters Score -4655770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -4655767.500000 Penalty: 1021.119019
	Iteration 35Q: 3 clusters Score -4655768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -4655774.000000 Penalty: 1021.119019
	Iteration 36Q: 3 clusters Score -4655774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -4655765.000000 Penalty: 1021.119019
	Iteration 37Q: 3 clusters Score -4655765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -4655768.500000 Penalty: 1021.119019
	Iteration 38Q: 3 clusters Score -4655768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4655769.000000 Penalty: 1021.119019
	Iteration 39Q: 3 clusters Score -4655769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4655773.500000 Penalty: 1021.119019
	Iteration 40F: 3 clusters Score -4655774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -4655774.000000 Penalty: 1021.119019
	Iteration 41Q: 3 clusters Score -4655774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4655771.500000 Penalty: 1021.119019
	Iteration 42Q: 3 clusters Score -4655772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -4655769.000000 Penalty: 1021.119019
	Iteration 43Q: 3 clusters Score -4655769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -4655770.000000 Penalty: 1021.119019
	Iteration 44Q: 3 clusters Score -4655770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -4655770.500000 Penalty: 1021.119019
	Iteration 45Q: 3 clusters Score -4655770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -4655769.000000 Penalty: 1021.119019
	Iteration 46Q: 3 clusters Score -4655769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -4655767.000000 Penalty: 1021.119019
	Iteration 47Q: 3 clusters Score -4655767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -4655769.000000 Penalty: 1021.119019
	Iteration 48Q: 3 clusters Score -4655769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -4655771.000000 Penalty: 1021.119019
	Iteration 49Q: 3 clusters Score -4655771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -4655770.000000 Penalty: 1021.119019
	Iteration 50Q: 3 clusters Score -4655770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -4655770.500000 Penalty: 1021.119019
	Iteration 51Q: 3 clusters Score -4655770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -4655769.500000 Penalty: 1021.119019
	Iteration 52Q: 3 clusters Score -4655770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -4655769.500000 Penalty: 1021.119019
	Iteration 53F: 3 clusters Score -4655770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -11368.572266 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -11368.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11066.839844 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -11066.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11144.398438 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -11144.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11167.319336 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -11167.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11182.537109 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -11182.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11192.589844 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -11192.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11197.152344 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -11197.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11200.797852 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -11200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11202.331055 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -11202.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11203.355469 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -11203.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11209.442383 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -11209.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11211.015625 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -11211.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11213.030273 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -11213.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11214.987305 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -11214.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11219.228516 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -11219.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11224.338867 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -11224.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11232.359375 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -11232.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11233.286133 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -11233.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11233.286133 Penalty: 492.052612
	Iteration 17F: 3 clusters Score -11233.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Entering Unmasked Estep 
Score: -3865669.000000 Penalty: 500.391083
	Iteration 0F: 2 clusters Score -3865669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3835663.750000 Penalty: 1000.782166
	Iteration 0F: 3 clusters Score -3835664 nChanged 29092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3853016.250000 Penalty: 1000.782166
	Iteration 1F: 3 clusters Score -3853016 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3853920.750000 Penalty: 1000.782166
	Iteration 2F: 3 clusters Score -3853921 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3854972.500000 Penalty: 1000.782166
	Iteration 3F: 3 clusters Score -3854972 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3856314.250000 Penalty: 1000.782166
	Iteration 4F: 3 clusters Score -3856314 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3858066.500000 Penalty: 1000.782166
	Iteration 5F: 3 clusters Score -3858066 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3860479.250000 Penalty: 1000.782166
	Iteration 6F: 3 clusters Score -3860479 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3862815.500000 Penalty: 1000.782166
	Iteration 7F: 3 clusters Score -3862816 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3864074.500000 Penalty: 1000.782166
	Iteration 8F: 3 clusters Score -3864074 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3864430.000000 Penalty: 1000.782166
	Iteration 9Q: 3 clusters Score -3864430 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3864538.750000 Penalty: 1000.782166
	Iteration 10Q: 3 clusters Score -3864539 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3864557.000000 Penalty: 1000.782166
	Iteration 11Q: 3 clusters Score -3864557 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3864604.000000 Penalty: 1000.782166
	Iteration 12Q: 3 clusters Score -3864604 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3864646.000000 Penalty: 1000.782166
	Iteration 13Q: 3 clusters Score -3864646 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3864741.500000 Penalty: 1000.782166
	Iteration 14Q: 3 clusters Score -3864742 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -3864858.750000 Penalty: 1000.782166
	Iteration 15Q: 3 clusters Score -3864859 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -3865002.500000 Penalty: 1000.782166
	Iteration 16Q: 3 clusters Score -3865002 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3865141.000000 Penalty: 1000.782166
	Iteration 17Q: 3 clusters Score -3865141 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3865356.750000 Penalty: 1000.782166
	Iteration 18Q: 3 clusters Score -3865357 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -3865604.500000 Penalty: 1000.782166
	Iteration 19Q: 3 clusters Score -3865604 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -3865944.750000 Penalty: 1000.782166
	Iteration 20F: 3 clusters Score -3865945 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -3866131.500000 Penalty: 1000.782166
	Iteration 21Q: 3 clusters Score -3866132 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -3866206.000000 Penalty: 1000.782166
	Iteration 22Q: 3 clusters Score -3866206 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -3866279.500000 Penalty: 1000.782166
	Iteration 23Q: 3 clusters Score -3866280 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -3866349.000000 Penalty: 1000.782166
	Iteration 24Q: 3 clusters Score -3866349 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -3866395.500000 Penalty: 1000.782166
	Iteration 25Q: 3 clusters Score -3866396 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -3866414.250000 Penalty: 1000.782166
	Iteration 26Q: 3 clusters Score -3866414 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -3866443.500000 Penalty: 1000.782166
	Iteration 27Q: 3 clusters Score -3866444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -3866459.250000 Penalty: 1000.782166
	Iteration 28Q: 3 clusters Score -3866459 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -3866480.750000 Penalty: 1000.782166
	Iteration 29Q: 3 clusters Score -3866481 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -3866491.000000 Penalty: 1000.782166
	Iteration 30Q: 3 clusters Score -3866491 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -3866496.500000 Penalty: 1000.782166
	Iteration 31Q: 3 clusters Score -3866496 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -3866499.250000 Penalty: 1000.782166
	Iteration 32Q: 3 clusters Score -3866499 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -3866511.250000 Penalty: 1000.782166
	Iteration 33Q: 3 clusters Score -3866511 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -3866508.750000 Penalty: 1000.782166
	Iteration 34Q: 3 clusters Score -3866509 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -3866535.750000 Penalty: 1000.782166
	Iteration 35Q: 3 clusters Score -3866536 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -3866527.750000 Penalty: 1000.782166
	Iteration 36Q: 3 clusters Score -3866528 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -3866514.750000 Penalty: 1000.782166
	Iteration 37Q: 3 clusters Score -3866515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -3866517.250000 Penalty: 1000.782166
	Iteration 38Q: 3 clusters Score -3866517 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -3866527.000000 Penalty: 1000.782166
	Iteration 39Q: 3 clusters Score -3866527 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -3866515.500000 Penalty: 1000.782166
	Iteration 40F: 3 clusters Score -3866516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -3866546.750000 Penalty: 1000.782166
	Iteration 41Q: 3 clusters Score -3866547 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -3866542.750000 Penalty: 1000.782166
	Iteration 42Q: 3 clusters Score -3866543 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -3866547.500000 Penalty: 1000.782166
	Iteration 43Q: 3 clusters Score -3866548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -3866546.750000 Penalty: 1000.782166
	Iteration 44Q: 3 clusters Score -3866547 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -3866552.000000 Penalty: 1000.782166
	Iteration 45Q: 3 clusters Score -3866552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -3866557.000000 Penalty: 1000.782166
	Iteration 46Q: 3 clusters Score -3866557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -3866565.000000 Penalty: 1000.782166
	Iteration 47Q: 3 clusters Score -3866565 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -3866592.500000 Penalty: 1000.782166
	Iteration 48Q: 3 clusters Score -3866592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -3866607.250000 Penalty: 1000.782166
	Iteration 49Q: 3 clusters Score -3866607 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -3866629.250000 Penalty: 1000.782166
	Iteration 50Q: 3 clusters Score -3866629 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -3866631.250000 Penalty: 1000.782166
	Iteration 51Q: 3 clusters Score -3866631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -3866628.750000 Penalty: 1000.782166
	Iteration 52Q: 3 clusters Score -3866629 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -3866654.250000 Penalty: 1000.782166
	Iteration 53Q: 3 clusters Score -3866654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -3866673.250000 Penalty: 1000.782166
	Iteration 54Q: 3 clusters Score -3866673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -3866676.250000 Penalty: 1000.782166
	Iteration 55Q: 3 clusters Score -3866676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -3866695.250000 Penalty: 1000.782166
	Iteration 56Q: 3 clusters Score -3866695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -3866698.000000 Penalty: 1000.782166
	Iteration 57Q: 3 clusters Score -3866698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -3866701.000000 Penalty: 1000.782166
	Iteration 58Q: 3 clusters Score -3866701 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -3866713.250000 Penalty: 1000.782166
	Iteration 59Q: 3 clusters Score -3866713 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -3866718.250000 Penalty: 1000.782166
	Iteration 60F: 3 clusters Score -3866718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -3866721.250000 Penalty: 1000.782166
	Iteration 61Q: 3 clusters Score -3866721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -3866719.750000 Penalty: 1000.782166
	Iteration 62Q: 3 clusters Score -3866720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -3866716.500000 Penalty: 1000.782166
	Iteration 63Q: 3 clusters Score -3866716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -3866717.250000 Penalty: 1000.782166
	Iteration 64Q: 3 clusters Score -3866717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -3866729.750000 Penalty: 1000.782166
	Iteration 65Q: 3 clusters Score -3866730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -3866736.750000 Penalty: 1000.782166
	Iteration 66Q: 3 clusters Score -3866737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -3866741.750000 Penalty: 1000.782166
	Iteration 67Q: 3 clusters Score -3866742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -3866737.750000 Penalty: 1000.782166
	Iteration 68Q: 3 clusters Score -3866738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -3866737.750000 Penalty: 1000.782166
	Iteration 69Q: 3 clusters Score -3866738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -3866738.750000 Penalty: 1000.782166
	Iteration 70Q: 3 clusters Score -3866739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -3866739.750000 Penalty: 1000.782166
	Iteration 71Q: 3 clusters Score -3866740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -3866735.000000 Penalty: 1000.782166
	Iteration 72Q: 3 clusters Score -3866735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -3866733.250000 Penalty: 1000.782166
	Iteration 73Q: 3 clusters Score -3866733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -3866728.000000 Penalty: 1000.782166
	Iteration 74Q: 3 clusters Score -3866728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -3866724.250000 Penalty: 1000.782166
	Iteration 75Q: 3 clusters Score -3866724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -3866725.250000 Penalty: 1000.782166
	Iteration 76Q: 3 clusters Score -3866725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -3866726.250000 Penalty: 1000.782166
	Iteration 77Q: 3 clusters Score -3866726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -3866727.000000 Penalty: 1000.782166
	Iteration 78Q: 3 clusters Score -3866727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -3866722.250000 Penalty: 1000.782166
	Iteration 79Q: 3 clusters Score -3866722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -3866730.250000 Penalty: 1000.782166
	Iteration 80F: 3 clusters Score -3866730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -3866737.500000 Penalty: 1000.782166
	Iteration 81Q: 3 clusters Score -3866738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -3866738.500000 Penalty: 1000.782166
	Iteration 82Q: 3 clusters Score -3866738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -3866731.000000 Penalty: 1000.782166
	Iteration 83Q: 3 clusters Score -3866731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -3866731.250000 Penalty: 1000.782166
	Iteration 84Q: 3 clusters Score -3866731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -3866732.500000 Penalty: 1000.782166
	Iteration 85Q: 3 clusters Score -3866732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -3866740.500000 Penalty: 1000.782166
	Iteration 86Q: 3 clusters Score -3866740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -3866747.750000 Penalty: 1000.782166
	Iteration 87Q: 3 clusters Score -3866748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3866749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3866747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3866749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -3866739.500000 Penalty: 1000.782166
	Iteration 91Q: 3 clusters Score -3866740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -3866754.250000 Penalty: 1000.782166
	Iteration 92Q: 3 clusters Score -3866754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -3866750.500000 Penalty: 1000.782166
	Iteration 93Q: 3 clusters Score -3866750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3866749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -3866743.000000 Penalty: 1000.782166
	Iteration 95Q: 3 clusters Score -3866743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -3866742.750000 Penalty: 1000.782166
	Iteration 96Q: 3 clusters Score -3866743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3866739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3866744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3866747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3866748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3866744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3866750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -3866749.500000 Penalty: 1000.782166
	Iteration 103Q: 3 clusters Score -3866750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -3866746.750000 Penalty: 1000.782166
	Iteration 104Q: 3 clusters Score -3866747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -3866752.500000 Penalty: 1000.782166
	Iteration 105Q: 3 clusters Score -3866752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -3866750.000000 Penalty: 1000.782166
	Iteration 106Q: 3 clusters Score -3866750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -3866745.250000 Penalty: 1000.782166
	Iteration 107Q: 3 clusters Score -3866745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -3866746.750000 Penalty: 1000.782166
	Iteration 108Q: 3 clusters Score -3866747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -3866749.250000 Penalty: 1000.782166
	Iteration 109Q: 3 clusters Score -3866749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -3866757.000000 Penalty: 1000.782166
	Iteration 110Q: 3 clusters Score -3866757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -3866758.750000 Penalty: 1000.782166
	Iteration 111Q: 3 clusters Score -3866759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -3866757.500000 Penalty: 1000.782166
	Iteration 112Q: 3 clusters Score -3866758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -3866756.500000 Penalty: 1000.782166
	Iteration 113Q: 3 clusters Score -3866756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -3866755.250000 Penalty: 1000.782166
	Iteration 114Q: 3 clusters Score -3866755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -3866755.500000 Penalty: 1000.782166
	Iteration 115Q: 3 clusters Score -3866756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -3866755.750000 Penalty: 1000.782166
	Iteration 116Q: 3 clusters Score -3866756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -3866758.750000 Penalty: 1000.782166
	Iteration 117Q: 3 clusters Score -3866759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -3866761.000000 Penalty: 1000.782166
	Iteration 118Q: 3 clusters Score -3866761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -3866762.500000 Penalty: 1000.782166
	Iteration 119Q: 3 clusters Score -3866762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -3866760.000000 Penalty: 1000.782166
	Iteration 120F: 3 clusters Score -3866760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -3866759.000000 Penalty: 1000.782166
	Iteration 121Q: 3 clusters Score -3866759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -3866758.000000 Penalty: 1000.782166
	Iteration 122Q: 3 clusters Score -3866758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -3866758.250000 Penalty: 1000.782166
	Iteration 123Q: 3 clusters Score -3866758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -3866757.000000 Penalty: 1000.782166
	Iteration 124Q: 3 clusters Score -3866757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -3866759.000000 Penalty: 1000.782166
	Iteration 125Q: 3 clusters Score -3866759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -3866761.750000 Penalty: 1000.782166
	Iteration 126Q: 3 clusters Score -3866762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -3866757.250000 Penalty: 1000.782166
	Iteration 127Q: 3 clusters Score -3866757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -3866762.000000 Penalty: 1000.782166
	Iteration 128Q: 3 clusters Score -3866762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -3866758.250000 Penalty: 1000.782166
	Iteration 129Q: 3 clusters Score -3866758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -3866756.000000 Penalty: 1000.782166
	Iteration 130Q: 3 clusters Score -3866756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -3866765.250000 Penalty: 1000.782166
	Iteration 131Q: 3 clusters Score -3866765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -3866762.000000 Penalty: 1000.782166
	Iteration 132Q: 3 clusters Score -3866762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -3866771.250000 Penalty: 1000.782166
	Iteration 133Q: 3 clusters Score -3866771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -3866761.750000 Penalty: 1000.782166
	Iteration 134Q: 3 clusters Score -3866762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -3866760.750000 Penalty: 1000.782166
	Iteration 135Q: 3 clusters Score -3866761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -3866757.500000 Penalty: 1000.782166
	Iteration 136Q: 3 clusters Score -3866758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -3866758.250000 Penalty: 1000.782166
	Iteration 137Q: 3 clusters Score -3866758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -3866755.750000 Penalty: 1000.782166
	Iteration 138Q: 3 clusters Score -3866756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3866758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3866755 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3866755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -3866751.500000 Penalty: 1000.782166
	Iteration 142Q: 3 clusters Score -3866752 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3866751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3866751 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3866752 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3866751 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3866752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
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	Iteration 148F: 3 clusters Score -3866752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 43479 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 16461 members 
Mstep: Class 10 contains 74689 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 168582 members 
Mstep: Class 14 contains 47243 members 
Mstep: Class 15 contains 31969 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 75536 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 39822 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 43073 members 
Mstep: Class 25 contains 1948 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 2907 members 
Mstep: Class 28 contains 2713 members 
Mstep: Class 29 contains 5916 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 6132 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 43085 members 
Entering Unmasked Estep 
Score: -42213076.000000 Penalty: 20813.578125
Splitting cluster 12 changes total score from -42212472.000000 to -42213076.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (168582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1.057245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.046851e+07 nChanged 82823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.051892e+07 nChanged 19482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1.052892e+07 nChanged 15429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1.052979e+07 nChanged 16447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -10527234.000000 Penalty: 1095.201172
	Iteration 4F: 3 clusters Score -1.052723e+07 nChanged 13049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1.052881e+07 nChanged 9715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -10532063.000000 Penalty: 1095.201172
	Iteration 6F: 3 clusters Score -1.053206e+07 nChanged 7200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -10535117.000000 Penalty: 1095.201172
	Iteration 7Q: 3 clusters Score -1.053512e+07 nChanged 5397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1.053854e+07 nChanged 4523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1.05422e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1.054606e+07 nChanged 3983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1.054957e+07 nChanged 3920
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1.055228e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -10552456.000000 Penalty: 1095.201172
	Iteration 13Q: 3 clusters Score -1.055246e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -10550095.000000 Penalty: 1095.201172
	Iteration 14Q: 3 clusters Score -1.05501e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -10548758.000000 Penalty: 1095.201172
	Iteration 15Q: 3 clusters Score -1.054876e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -10548251.000000 Penalty: 1095.201172
	Iteration 16Q: 3 clusters Score -1.054825e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -10548720.000000 Penalty: 1095.201172
	Iteration 17Q: 3 clusters Score -1.054872e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -10550083.000000 Penalty: 1095.201172
	Iteration 18Q: 3 clusters Score -1.055008e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -10551598.000000 Penalty: 1095.201172
	Iteration 19Q: 3 clusters Score -1.05516e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -10552968.000000 Penalty: 1095.201172
	Iteration 20F: 3 clusters Score -1.055297e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -10553396.000000 Penalty: 1095.201172
	Iteration 21Q: 3 clusters Score -1.05534e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -10553947.000000 Penalty: 1095.201172
	Iteration 22Q: 3 clusters Score -1.055395e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -10554099.000000 Penalty: 1095.201172
	Iteration 23Q: 3 clusters Score -1.05541e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -10554273.000000 Penalty: 1095.201172
	Iteration 24Q: 3 clusters Score -1.055427e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -10554416.000000 Penalty: 1095.201172
	Iteration 25Q: 3 clusters Score -1.055442e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -10554309.000000 Penalty: 1095.201172
	Iteration 26Q: 3 clusters Score -1.055431e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -10554437.000000 Penalty: 1095.201172
	Iteration 27Q: 3 clusters Score -1.055444e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -10554626.000000 Penalty: 1095.201172
	Iteration 28Q: 3 clusters Score -1.055463e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -10554672.000000 Penalty: 1095.201172
	Iteration 29Q: 3 clusters Score -1.055467e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -10554767.000000 Penalty: 1095.201172
	Iteration 30Q: 3 clusters Score -1.055477e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -10554960.000000 Penalty: 1095.201172
	Iteration 31Q: 3 clusters Score -1.055496e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -10555101.000000 Penalty: 1095.201172
	Iteration 32Q: 3 clusters Score -1.05551e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -10555323.000000 Penalty: 1095.201172
	Iteration 33Q: 3 clusters Score -1.055532e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -10555534.000000 Penalty: 1095.201172
	Iteration 34Q: 3 clusters Score -1.055553e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -10555632.000000 Penalty: 1095.201172
	Iteration 35Q: 3 clusters Score -1.055563e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -10555804.000000 Penalty: 1095.201172
	Iteration 36Q: 3 clusters Score -1.05558e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -10555963.000000 Penalty: 1095.201172
	Iteration 37Q: 3 clusters Score -1.055596e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -10556186.000000 Penalty: 1095.201172
	Iteration 38Q: 3 clusters Score -1.055619e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -10556357.000000 Penalty: 1095.201172
	Iteration 39Q: 3 clusters Score -1.055636e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -10556552.000000 Penalty: 1095.201172
	Iteration 40F: 3 clusters Score -1.055655e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -10556782.000000 Penalty: 1095.201172
	Iteration 41Q: 3 clusters Score -1.055678e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -10556975.000000 Penalty: 1095.201172
	Iteration 42Q: 3 clusters Score -1.055698e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -10557128.000000 Penalty: 1095.201172
	Iteration 43Q: 3 clusters Score -1.055713e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -10557371.000000 Penalty: 1095.201172
	Iteration 44Q: 3 clusters Score -1.055737e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 88548 members 
Entering Unmasked Estep 
Score: -10557538.000000 Penalty: 1095.201172
	Iteration 45Q: 3 clusters Score -1.055754e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -10557716.000000 Penalty: 1095.201172
	Iteration 46Q: 3 clusters Score -1.055772e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -10557938.000000 Penalty: 1095.201172
	Iteration 47Q: 3 clusters Score -1.055794e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -10558126.000000 Penalty: 1095.201172
	Iteration 48Q: 3 clusters Score -1.055813e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -10558330.000000 Penalty: 1095.201172
	Iteration 49Q: 3 clusters Score -1.055833e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -10558547.000000 Penalty: 1095.201172
	Iteration 50Q: 3 clusters Score -1.055855e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -10558799.000000 Penalty: 1095.201172
	Iteration 51Q: 3 clusters Score -1.05588e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -10559086.000000 Penalty: 1095.201172
	Iteration 52Q: 3 clusters Score -1.055909e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -10559388.000000 Penalty: 1095.201172
	Iteration 53Q: 3 clusters Score -1.055939e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -10559707.000000 Penalty: 1095.201172
	Iteration 54Q: 3 clusters Score -1.055971e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -10560012.000000 Penalty: 1095.201172
	Iteration 55Q: 3 clusters Score -1.056001e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -10560254.000000 Penalty: 1095.201172
	Iteration 56Q: 3 clusters Score -1.056025e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -10560548.000000 Penalty: 1095.201172
	Iteration 57Q: 3 clusters Score -1.056055e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -10561042.000000 Penalty: 1095.201172
	Iteration 58Q: 3 clusters Score -1.056104e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -10561532.000000 Penalty: 1095.201172
	Iteration 59Q: 3 clusters Score -1.056153e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -10562018.000000 Penalty: 1095.201172
	Iteration 60F: 3 clusters Score -1.056202e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -10562507.000000 Penalty: 1095.201172
	Iteration 61Q: 3 clusters Score -1.056251e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -10563077.000000 Penalty: 1095.201172
	Iteration 62Q: 3 clusters Score -1.056308e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -10563459.000000 Penalty: 1095.201172
	Iteration 63Q: 3 clusters Score -1.056346e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -10563841.000000 Penalty: 1095.201172
	Iteration 64Q: 3 clusters Score -1.056384e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -10564072.000000 Penalty: 1095.201172
	Iteration 65Q: 3 clusters Score -1.056407e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -10564263.000000 Penalty: 1095.201172
	Iteration 66Q: 3 clusters Score -1.056426e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -10564430.000000 Penalty: 1095.201172
	Iteration 67Q: 3 clusters Score -1.056443e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -10564546.000000 Penalty: 1095.201172
	Iteration 68Q: 3 clusters Score -1.056455e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -10564617.000000 Penalty: 1095.201172
	Iteration 69Q: 3 clusters Score -1.056462e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -10564664.000000 Penalty: 1095.201172
	Iteration 70Q: 3 clusters Score -1.056466e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -10564665.000000 Penalty: 1095.201172
	Iteration 71Q: 3 clusters Score -1.056466e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -10564773.000000 Penalty: 1095.201172
	Iteration 72Q: 3 clusters Score -1.056477e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -10564847.000000 Penalty: 1095.201172
	Iteration 73Q: 3 clusters Score -1.056485e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -10564916.000000 Penalty: 1095.201172
	Iteration 74Q: 3 clusters Score -1.056492e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -10564973.000000 Penalty: 1095.201172
	Iteration 75Q: 3 clusters Score -1.056497e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -10564951.000000 Penalty: 1095.201172
	Iteration 76Q: 3 clusters Score -1.056495e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -10564988.000000 Penalty: 1095.201172
	Iteration 77Q: 3 clusters Score -1.056499e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -10565052.000000 Penalty: 1095.201172
	Iteration 78Q: 3 clusters Score -1.056505e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -10565055.000000 Penalty: 1095.201172
	Iteration 79Q: 3 clusters Score -1.056506e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -10565007.000000 Penalty: 1095.201172
	Iteration 80F: 3 clusters Score -1.056501e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -10565021.000000 Penalty: 1095.201172
	Iteration 81Q: 3 clusters Score -1.056502e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -10565043.000000 Penalty: 1095.201172
	Iteration 82Q: 3 clusters Score -1.056504e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -10565013.000000 Penalty: 1095.201172
	Iteration 83Q: 3 clusters Score -1.056501e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -10565005.000000 Penalty: 1095.201172
	Iteration 84Q: 3 clusters Score -1.0565e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -10564982.000000 Penalty: 1095.201172
	Iteration 85Q: 3 clusters Score -1.056498e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -10564994.000000 Penalty: 1095.201172
	Iteration 86Q: 3 clusters Score -1.056499e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -10564995.000000 Penalty: 1095.201172
	Iteration 87Q: 3 clusters Score -1.0565e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -10564973.000000 Penalty: 1095.201172
	Iteration 88Q: 3 clusters Score -1.056497e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -10564962.000000 Penalty: 1095.201172
	Iteration 89Q: 3 clusters Score -1.056496e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 1095.201172
	Iteration 90Q: 3 clusters Score -1.056495e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -10564926.000000 Penalty: 1095.201172
	Iteration 91Q: 3 clusters Score -1.056493e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -10564901.000000 Penalty: 1095.201172
	Iteration 92Q: 3 clusters Score -1.05649e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -10564905.000000 Penalty: 1095.201172
	Iteration 93Q: 3 clusters Score -1.05649e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -10564863.000000 Penalty: 1095.201172
	Iteration 94Q: 3 clusters Score -1.056486e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -10564882.000000 Penalty: 1095.201172
	Iteration 95Q: 3 clusters Score -1.056488e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -10564917.000000 Penalty: 1095.201172
	Iteration 96Q: 3 clusters Score -1.056492e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -10564893.000000 Penalty: 1095.201172
	Iteration 97Q: 3 clusters Score -1.056489e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -10564863.000000 Penalty: 1095.201172
	Iteration 98Q: 3 clusters Score -1.056486e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -10564871.000000 Penalty: 1095.201172
	Iteration 99Q: 3 clusters Score -1.056487e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -10564895.000000 Penalty: 1095.201172
	Iteration 100F: 3 clusters Score -1.05649e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -10564929.000000 Penalty: 1095.201172
	Iteration 101Q: 3 clusters Score -1.056493e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -10564945.000000 Penalty: 1095.201172
	Iteration 102Q: 3 clusters Score -1.056494e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -10564966.000000 Penalty: 1095.201172
	Iteration 103Q: 3 clusters Score -1.056497e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -10564959.000000 Penalty: 1095.201172
	Iteration 104Q: 3 clusters Score -1.056496e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -10564927.000000 Penalty: 1095.201172
	Iteration 105Q: 3 clusters Score -1.056493e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -10564931.000000 Penalty: 1095.201172
	Iteration 106Q: 3 clusters Score -1.056493e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -10564899.000000 Penalty: 1095.201172
	Iteration 107Q: 3 clusters Score -1.05649e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -10564885.000000 Penalty: 1095.201172
	Iteration 108Q: 3 clusters Score -1.056488e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -10564835.000000 Penalty: 1095.201172
	Iteration 109Q: 3 clusters Score -1.056484e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -10564817.000000 Penalty: 1095.201172
	Iteration 110Q: 3 clusters Score -1.056482e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -10564840.000000 Penalty: 1095.201172
	Iteration 111Q: 3 clusters Score -1.056484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -10564862.000000 Penalty: 1095.201172
	Iteration 112Q: 3 clusters Score -1.056486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -10564867.000000 Penalty: 1095.201172
	Iteration 113Q: 3 clusters Score -1.056487e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -10564889.000000 Penalty: 1095.201172
	Iteration 114Q: 3 clusters Score -1.056489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -10564917.000000 Penalty: 1095.201172
	Iteration 115Q: 3 clusters Score -1.056492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -10564911.000000 Penalty: 1095.201172
	Iteration 116Q: 3 clusters Score -1.056491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -10564935.000000 Penalty: 1095.201172
	Iteration 117Q: 3 clusters Score -1.056494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -10564942.000000 Penalty: 1095.201172
	Iteration 118Q: 3 clusters Score -1.056494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 1095.201172
	Iteration 119Q: 3 clusters Score -1.056495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 1095.201172
	Iteration 120F: 3 clusters Score -1.056495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 1095.201172
	Iteration 121Q: 3 clusters Score -1.056495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -10564947.000000 Penalty: 1095.201172
	Iteration 122Q: 3 clusters Score -1.056495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -10564945.000000 Penalty: 1095.201172
	Iteration 123Q: 3 clusters Score -1.056494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -10564940.000000 Penalty: 1095.201172
	Iteration 124Q: 3 clusters Score -1.056494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -10564943.000000 Penalty: 1095.201172
	Iteration 125Q: 3 clusters Score -1.056494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 1095.201172
	Iteration 126Q: 3 clusters Score -1.056495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 1095.201172
	Iteration 127Q: 3 clusters Score -1.056495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -10564960.000000 Penalty: 1095.201172
	Iteration 128Q: 3 clusters Score -1.056496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -10564961.000000 Penalty: 1095.201172
	Iteration 129Q: 3 clusters Score -1.056496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -10564975.000000 Penalty: 1095.201172
	Iteration 130Q: 3 clusters Score -1.056498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -10564961.000000 Penalty: 1095.201172
	Iteration 131Q: 3 clusters Score -1.056496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -10564945.000000 Penalty: 1095.201172
	Iteration 132Q: 3 clusters Score -1.056494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -10564943.000000 Penalty: 1095.201172
	Iteration 133Q: 3 clusters Score -1.056494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -10564957.000000 Penalty: 1095.201172
	Iteration 134Q: 3 clusters Score -1.056496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -10564964.000000 Penalty: 1095.201172
	Iteration 135Q: 3 clusters Score -1.056496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -10564956.000000 Penalty: 1095.201172
	Iteration 136Q: 3 clusters Score -1.056496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -10564963.000000 Penalty: 1095.201172
	Iteration 137Q: 3 clusters Score -1.056496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -10564954.000000 Penalty: 1095.201172
	Iteration 138Q: 3 clusters Score -1.056495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -10564970.000000 Penalty: 1095.201172
	Iteration 139Q: 3 clusters Score -1.056497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -10564965.000000 Penalty: 1095.201172
	Iteration 140F: 3 clusters Score -1.056496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10564954.000000 Penalty: 1095.201172
	Iteration 141Q: 3 clusters Score -1.056495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10564949.000000 Penalty: 1095.201172
	Iteration 142Q: 3 clusters Score -1.056495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -10564954.000000 Penalty: 1095.201172
	Iteration 143Q: 3 clusters Score -1.056495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -10564949.000000 Penalty: 1095.201172
	Iteration 144Q: 3 clusters Score -1.056495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 1095.201172
	Iteration 145Q: 3 clusters Score -1.056495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 1095.201172
	Iteration 146Q: 3 clusters Score -1.056495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 1095.201172
	Iteration 147Q: 3 clusters Score -1.056495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10564949.000000 Penalty: 1095.201172
	Iteration 148Q: 3 clusters Score -1.056495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10564960.000000 Penalty: 1095.201172
	Iteration 149Q: 3 clusters Score -1.056496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 1095.201172
	Iteration 150Q: 3 clusters Score -1.056495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -10564961.000000 Penalty: 1095.201172
	Iteration 151Q: 3 clusters Score -1.056496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -10564959.000000 Penalty: 1095.201172
	Iteration 152Q: 3 clusters Score -1.056496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10564959.000000 Penalty: 1095.201172
	Iteration 153Q: 3 clusters Score -1.056496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -10564962.000000 Penalty: 1095.201172
	Iteration 154Q: 3 clusters Score -1.056496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -10564962.000000 Penalty: 1095.201172
	Iteration 155F: 3 clusters Score -1.056496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Entering Unmasked Estep 
Score: -3058166.250000 Penalty: 489.719208
	Iteration 0F: 2 clusters Score -3058166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3026465.500000 Penalty: 979.438416
	Iteration 0F: 3 clusters Score -3026466 nChanged 22813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3040374.250000 Penalty: 979.438416
	Iteration 1F: 3 clusters Score -3040374 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3041672.500000 Penalty: 979.438416
	Iteration 2F: 3 clusters Score -3041672 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3043485.750000 Penalty: 979.438416
	Iteration 3F: 3 clusters Score -3043486 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3045758.250000 Penalty: 979.438416
	Iteration 4F: 3 clusters Score -3045758 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3048040.750000 Penalty: 979.438416
	Iteration 5F: 3 clusters Score -3048041 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3049475.500000 Penalty: 979.438416
	Iteration 6F: 3 clusters Score -3049476 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3050121.000000 Penalty: 979.438416
	Iteration 7Q: 3 clusters Score -3050121 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3050488.250000 Penalty: 979.438416
	Iteration 8Q: 3 clusters Score -3050488 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3050859.750000 Penalty: 979.438416
	Iteration 9Q: 3 clusters Score -3050860 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -3051303.000000 Penalty: 979.438416
	Iteration 10Q: 3 clusters Score -3051303 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3051818.750000 Penalty: 979.438416
	Iteration 11Q: 3 clusters Score -3051819 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -3052421.500000 Penalty: 979.438416
	Iteration 12Q: 3 clusters Score -3052422 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3053010.500000 Penalty: 979.438416
	Iteration 13Q: 3 clusters Score -3053010 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -3053614.500000 Penalty: 979.438416
	Iteration 14Q: 3 clusters Score -3053614 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3054130.500000 Penalty: 979.438416
	Iteration 15Q: 3 clusters Score -3054130 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -3054504.500000 Penalty: 979.438416
	Iteration 16Q: 3 clusters Score -3054504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3054736.250000 Penalty: 979.438416
	Iteration 17Q: 3 clusters Score -3054736 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -3054911.250000 Penalty: 979.438416
	Iteration 18Q: 3 clusters Score -3054911 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -3055001.750000 Penalty: 979.438416
	Iteration 19Q: 3 clusters Score -3055002 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -3055074.750000 Penalty: 979.438416
	Iteration 20F: 3 clusters Score -3055075 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -3055101.000000 Penalty: 979.438416
	Iteration 21Q: 3 clusters Score -3055101 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -3055119.000000 Penalty: 979.438416
	Iteration 22Q: 3 clusters Score -3055119 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -3055151.500000 Penalty: 979.438416
	Iteration 23Q: 3 clusters Score -3055152 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3055182.000000 Penalty: 979.438416
	Iteration 24Q: 3 clusters Score -3055182 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -3055196.500000 Penalty: 979.438416
	Iteration 25Q: 3 clusters Score -3055196 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -3055198.500000 Penalty: 979.438416
	Iteration 26Q: 3 clusters Score -3055198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -3055203.750000 Penalty: 979.438416
	Iteration 27Q: 3 clusters Score -3055204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -3055208.000000 Penalty: 979.438416
	Iteration 28Q: 3 clusters Score -3055208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -3055222.750000 Penalty: 979.438416
	Iteration 29Q: 3 clusters Score -3055223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3055228.000000 Penalty: 979.438416
	Iteration 30Q: 3 clusters Score -3055228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -3055223.000000 Penalty: 979.438416
	Iteration 31Q: 3 clusters Score -3055223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -3055232.250000 Penalty: 979.438416
	Iteration 32Q: 3 clusters Score -3055232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3055243.250000 Penalty: 979.438416
	Iteration 33Q: 3 clusters Score -3055243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -3055256.250000 Penalty: 979.438416
	Iteration 34Q: 3 clusters Score -3055256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3055259.750000 Penalty: 979.438416
	Iteration 35Q: 3 clusters Score -3055260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -3055257.500000 Penalty: 979.438416
	Iteration 36Q: 3 clusters Score -3055258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3055259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3055263.750000 Penalty: 979.438416
	Iteration 38Q: 3 clusters Score -3055264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -3055275.750000 Penalty: 979.438416
	Iteration 39Q: 3 clusters Score -3055276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3055272.750000 Penalty: 979.438416
	Iteration 40F: 3 clusters Score -3055273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3055276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3055281.000000 Penalty: 979.438416
	Iteration 42Q: 3 clusters Score -3055281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3055282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3055276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -3055290.500000 Penalty: 979.438416
	Iteration 45Q: 3 clusters Score -3055290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3055294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3055299 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3055296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3055298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3055299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3055306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -3055320.500000 Penalty: 979.438416
	Iteration 52Q: 3 clusters Score -3055320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3055328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3055349.000000 Penalty: 979.438416
	Iteration 54Q: 3 clusters Score -3055349 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3055355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3055362 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3055359 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3055363 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3055380 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3055395.250000 Penalty: 979.438416
	Iteration 60F: 3 clusters Score -3055395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3055392 nChanged 99
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Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3055388 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -3055391.750000 Penalty: 979.438416
	Iteration 63Q: 3 clusters Score -3055392 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3055412 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3055432 nChanged 131
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Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3055432 nChanged 142
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Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3055466 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3055499 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3055514.000000 Penalty: 979.438416
	Iteration 69Q: 3 clusters Score -3055514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3055549 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3055570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3055595 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3055631 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3055675 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3055715 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3055740 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3055785 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3055825 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3055861 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3055895 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3055934 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3055988 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3056032 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3056067 nChanged 256
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Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3056106 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3056131.750000 Penalty: 979.438416
	Iteration 86Q: 3 clusters Score -3056132 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3056169.000000 Penalty: 979.438416
	Iteration 87Q: 3 clusters Score -3056169 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3056217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3056245.000000 Penalty: 979.438416
	Iteration 89Q: 3 clusters Score -3056245 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3056275.000000 Penalty: 979.438416
	Iteration 90Q: 3 clusters Score -3056275 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3056288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3056319.250000 Penalty: 979.438416
	Iteration 92Q: 3 clusters Score -3056319 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3056331.000000 Penalty: 979.438416
	Iteration 93Q: 3 clusters Score -3056331 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3056342.750000 Penalty: 979.438416
	Iteration 94Q: 3 clusters Score -3056343 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3056366 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3056378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3056381.250000 Penalty: 979.438416
	Iteration 97Q: 3 clusters Score -3056381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3056393.750000 Penalty: 979.438416
	Iteration 98Q: 3 clusters Score -3056394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3056405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
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Entering Unmasked Estep 
Score: -3056412.500000 Penalty: 979.438416
	Iteration 100F: 3 clusters Score -3056412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3056411.000000 Penalty: 979.438416
	Iteration 101Q: 3 clusters Score -3056411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3056413.500000 Penalty: 979.438416
	Iteration 102Q: 3 clusters Score -3056414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3056411.750000 Penalty: 979.438416
	Iteration 103Q: 3 clusters Score -3056412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3056412.250000 Penalty: 979.438416
	Iteration 104Q: 3 clusters Score -3056412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3056419.250000 Penalty: 979.438416
	Iteration 105Q: 3 clusters Score -3056419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3056422.750000 Penalty: 979.438416
	Iteration 106Q: 3 clusters Score -3056423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3056431.750000 Penalty: 979.438416
	Iteration 107Q: 3 clusters Score -3056432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3056426.750000 Penalty: 979.438416
	Iteration 108Q: 3 clusters Score -3056427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3056442.000000 Penalty: 979.438416
	Iteration 109Q: 3 clusters Score -3056442 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3056442.750000 Penalty: 979.438416
	Iteration 110Q: 3 clusters Score -3056443 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3056445.750000 Penalty: 979.438416
	Iteration 111Q: 3 clusters Score -3056446 nChanged 31
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Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3056450.000000 Penalty: 979.438416
	Iteration 112Q: 3 clusters Score -3056450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3056450.750000 Penalty: 979.438416
	Iteration 113Q: 3 clusters Score -3056451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3056455.750000 Penalty: 979.438416
	Iteration 114Q: 3 clusters Score -3056456 nChanged 18
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Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3056454.250000 Penalty: 979.438416
	Iteration 115Q: 3 clusters Score -3056454 nChanged 17
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Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3056456 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3056456.250000 Penalty: 979.438416
	Iteration 117Q: 3 clusters Score -3056456 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3056459.250000 Penalty: 979.438416
	Iteration 118Q: 3 clusters Score -3056459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3056456.500000 Penalty: 979.438416
	Iteration 119Q: 3 clusters Score -3056456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3056463.000000 Penalty: 979.438416
	Iteration 120F: 3 clusters Score -3056463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3056461.000000 Penalty: 979.438416
	Iteration 121Q: 3 clusters Score -3056461 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3056467.000000 Penalty: 979.438416
	Iteration 122Q: 3 clusters Score -3056467 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3056465.750000 Penalty: 979.438416
	Iteration 123Q: 3 clusters Score -3056466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3056464.250000 Penalty: 979.438416
	Iteration 124Q: 3 clusters Score -3056464 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20020 members 
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Entering Unmasked Estep 
Score: -3056462.000000 Penalty: 979.438416
	Iteration 125Q: 3 clusters Score -3056462 nChanged 8
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Entering Unmasked Estep 
Score: -3056459.750000 Penalty: 979.438416
	Iteration 126Q: 3 clusters Score -3056460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3056463.000000 Penalty: 979.438416
	Iteration 127Q: 3 clusters Score -3056463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3056464.250000 Penalty: 979.438416
	Iteration 128Q: 3 clusters Score -3056464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3056465.000000 Penalty: 979.438416
	Iteration 129Q: 3 clusters Score -3056465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3056466.500000 Penalty: 979.438416
	Iteration 130Q: 3 clusters Score -3056466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3056465.750000 Penalty: 979.438416
	Iteration 131Q: 3 clusters Score -3056466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3056466.750000 Penalty: 979.438416
	Iteration 132Q: 3 clusters Score -3056467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3056465.500000 Penalty: 979.438416
	Iteration 133Q: 3 clusters Score -3056466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3056464.750000 Penalty: 979.438416
	Iteration 134Q: 3 clusters Score -3056465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3056468.000000 Penalty: 979.438416
	Iteration 135Q: 3 clusters Score -3056468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3056463.000000 Penalty: 979.438416
	Iteration 136Q: 3 clusters Score -3056463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3056457.250000 Penalty: 979.438416
	Iteration 137Q: 3 clusters Score -3056457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3056459.250000 Penalty: 979.438416
	Iteration 138Q: 3 clusters Score -3056459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3056460.250000 Penalty: 979.438416
	Iteration 139Q: 3 clusters Score -3056460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3056456.500000 Penalty: 979.438416
	Iteration 140F: 3 clusters Score -3056456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3056457.750000 Penalty: 979.438416
	Iteration 141Q: 3 clusters Score -3056458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3056457.750000 Penalty: 979.438416
	Iteration 142Q: 3 clusters Score -3056458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3056458.000000 Penalty: 979.438416
	Iteration 143Q: 3 clusters Score -3056458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3056457.750000 Penalty: 979.438416
	Iteration 144Q: 3 clusters Score -3056458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3056459.000000 Penalty: 979.438416
	Iteration 145Q: 3 clusters Score -3056459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3056463.000000 Penalty: 979.438416
	Iteration 146Q: 3 clusters Score -3056463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3056463.750000 Penalty: 979.438416
	Iteration 147Q: 3 clusters Score -3056464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3056460.000000 Penalty: 979.438416
	Iteration 148Q: 3 clusters Score -3056460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3056466.250000 Penalty: 979.438416
	Iteration 149Q: 3 clusters Score -3056466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3056463.250000 Penalty: 979.438416
	Iteration 150Q: 3 clusters Score -3056463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3056464.250000 Penalty: 979.438416
	Iteration 151Q: 3 clusters Score -3056464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3056465.000000 Penalty: 979.438416
	Iteration 152Q: 3 clusters Score -3056465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3056463.250000 Penalty: 979.438416
	Iteration 153Q: 3 clusters Score -3056463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3056464.000000 Penalty: 979.438416
	Iteration 154Q: 3 clusters Score -3056464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3056464.000000 Penalty: 979.438416
	Iteration 155F: 3 clusters Score -3056464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Entering Unmasked Estep 
Score: -2029513.500000 Penalty: 471.949768
	Iteration 0F: 2 clusters Score -2029514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2008090.375000 Penalty: 943.899536
	Iteration 0F: 3 clusters Score -2008090 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2017284.750000 Penalty: 943.899536
	Iteration 1F: 3 clusters Score -2017285 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2017941.000000 Penalty: 943.899536
	Iteration 2Q: 3 clusters Score -2017941 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2018860.750000 Penalty: 943.899536
	Iteration 3F: 3 clusters Score -2018861 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2020273.750000 Penalty: 943.899536
	Iteration 4F: 3 clusters Score -2020274 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2022340.000000 Penalty: 943.899536
	Iteration 5F: 3 clusters Score -2022340 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2024480.000000 Penalty: 943.899536
	Iteration 6F: 3 clusters Score -2024480 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2025685.000000 Penalty: 943.899536
	Iteration 7F: 3 clusters Score -2025685 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2026169.000000 Penalty: 943.899536
	Iteration 8Q: 3 clusters Score -2026169 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2026447.125000 Penalty: 943.899536
	Iteration 9Q: 3 clusters Score -2026447 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2026653.625000 Penalty: 943.899536
	Iteration 10Q: 3 clusters Score -2026654 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2026880.875000 Penalty: 943.899536
	Iteration 11Q: 3 clusters Score -2026881 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2027118.500000 Penalty: 943.899536
	Iteration 12Q: 3 clusters Score -2027118 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2027372.625000 Penalty: 943.899536
	Iteration 13Q: 3 clusters Score -2027373 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2027589.750000 Penalty: 943.899536
	Iteration 14Q: 3 clusters Score -2027590 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2027785.375000 Penalty: 943.899536
	Iteration 15Q: 3 clusters Score -2027785 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2027942.500000 Penalty: 943.899536
	Iteration 16Q: 3 clusters Score -2027942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2028060.625000 Penalty: 943.899536
	Iteration 17Q: 3 clusters Score -2028061 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2028152.125000 Penalty: 943.899536
	Iteration 18Q: 3 clusters Score -2028152 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2028209.250000 Penalty: 943.899536
	Iteration 19Q: 3 clusters Score -2028209 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2028245.750000 Penalty: 943.899536
	Iteration 20F: 3 clusters Score -2028246 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2028264.125000 Penalty: 943.899536
	Iteration 21Q: 3 clusters Score -2028264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2028290.375000 Penalty: 943.899536
	Iteration 22Q: 3 clusters Score -2028290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2028300.125000 Penalty: 943.899536
	Iteration 23Q: 3 clusters Score -2028300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2028307.000000 Penalty: 943.899536
	Iteration 24Q: 3 clusters Score -2028307 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2028314.000000 Penalty: 943.899536
	Iteration 25Q: 3 clusters Score -2028314 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2028324.125000 Penalty: 943.899536
	Iteration 26Q: 3 clusters Score -2028324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2028338.875000 Penalty: 943.899536
	Iteration 27Q: 3 clusters Score -2028339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2028347.000000 Penalty: 943.899536
	Iteration 28Q: 3 clusters Score -2028347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2028355.750000 Penalty: 943.899536
	Iteration 29Q: 3 clusters Score -2028356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2028357.500000 Penalty: 943.899536
	Iteration 30Q: 3 clusters Score -2028358 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2028364.875000 Penalty: 943.899536
	Iteration 31Q: 3 clusters Score -2028365 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2028378.250000 Penalty: 943.899536
	Iteration 32Q: 3 clusters Score -2028378 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2028386.000000 Penalty: 943.899536
	Iteration 33Q: 3 clusters Score -2028386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2028397.625000 Penalty: 943.899536
	Iteration 34Q: 3 clusters Score -2028398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2028394.875000 Penalty: 943.899536
	Iteration 35Q: 3 clusters Score -2028395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2028408.500000 Penalty: 943.899536
	Iteration 36Q: 3 clusters Score -2028408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2028417.000000 Penalty: 943.899536
	Iteration 37Q: 3 clusters Score -2028417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2028418.500000 Penalty: 943.899536
	Iteration 38Q: 3 clusters Score -2028418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2028426.625000 Penalty: 943.899536
	Iteration 39Q: 3 clusters Score -2028427 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2028427.750000 Penalty: 943.899536
	Iteration 40F: 3 clusters Score -2028428 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2028441.250000 Penalty: 943.899536
	Iteration 41Q: 3 clusters Score -2028441 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2028452.250000 Penalty: 943.899536
	Iteration 42Q: 3 clusters Score -2028452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2028454.000000 Penalty: 943.899536
	Iteration 43Q: 3 clusters Score -2028454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2028460.625000 Penalty: 943.899536
	Iteration 44Q: 3 clusters Score -2028461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2028466.125000 Penalty: 943.899536
	Iteration 45Q: 3 clusters Score -2028466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2028470.750000 Penalty: 943.899536
	Iteration 46Q: 3 clusters Score -2028471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2028470.250000 Penalty: 943.899536
	Iteration 47Q: 3 clusters Score -2028470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2028476.375000 Penalty: 943.899536
	Iteration 48Q: 3 clusters Score -2028476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2028481.125000 Penalty: 943.899536
	Iteration 49Q: 3 clusters Score -2028481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2028481.500000 Penalty: 943.899536
	Iteration 50Q: 3 clusters Score -2028482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2028487.000000 Penalty: 943.899536
	Iteration 51Q: 3 clusters Score -2028487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2028487.750000 Penalty: 943.899536
	Iteration 52Q: 3 clusters Score -2028488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2028486.000000 Penalty: 943.899536
	Iteration 53Q: 3 clusters Score -2028486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2028498.500000 Penalty: 943.899536
	Iteration 54Q: 3 clusters Score -2028498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2028500.375000 Penalty: 943.899536
	Iteration 55Q: 3 clusters Score -2028500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2028509.875000 Penalty: 943.899536
	Iteration 56Q: 3 clusters Score -2028510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2028507.250000 Penalty: 943.899536
	Iteration 57Q: 3 clusters Score -2028507 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2028515.250000 Penalty: 943.899536
	Iteration 58Q: 3 clusters Score -2028515 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2028508.625000 Penalty: 943.899536
	Iteration 59Q: 3 clusters Score -2028509 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2028521.000000 Penalty: 943.899536
	Iteration 60F: 3 clusters Score -2028521 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2028531.875000 Penalty: 943.899536
	Iteration 61Q: 3 clusters Score -2028532 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 21613 members 
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 22111 members 
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Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2028637 nChanged 133
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Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2028650 nChanged 135
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Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7930 members 
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Mstep: Class 1 contains 7720 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 25522 members 
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Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 26170 members 
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Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 26331 members 
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Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5318 members 
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 26797 members 
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Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 26912 members 
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Mstep: Class 1 contains 4930 members 
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Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 27171 members 
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Mstep: Class 1 contains 4665 members 
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Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 27423 members 
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Mstep: Class 1 contains 4412 members 
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 27694 members 
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 27813 members 
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Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3965 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3869 members 
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 28264 members 
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	Iteration 106Q: 3 clusters Score -2029124 nChanged 87
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Mstep: Class 1 contains 3618 members 
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Mstep: Class 1 contains 3530 members 
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	Iteration 108Q: 3 clusters Score -2029133 nChanged 95
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	Iteration 109Q: 3 clusters Score -2029142 nChanged 88
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Mstep: Class 1 contains 3347 members 
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	Iteration 110Q: 3 clusters Score -2029145 nChanged 90
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	Iteration 111Q: 3 clusters Score -2029149 nChanged 87
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	Iteration 112Q: 3 clusters Score -2029162 nChanged 88
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Mstep: Class 1 contains 3082 members 
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	Iteration 113Q: 3 clusters Score -2029174 nChanged 75
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	Iteration 114Q: 3 clusters Score -2029178 nChanged 70
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	Iteration 116Q: 3 clusters Score -2029186 nChanged 67
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Mstep: Class 1 contains 2795 members 
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	Iteration 117Q: 3 clusters Score -2029194 nChanged 53
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Mstep: Class 1 contains 2699 members 
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Mstep: Class 1 contains 2653 members 
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	Iteration 120F: 3 clusters Score -2029196 nChanged 44
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Mstep: Class 1 contains 2609 members 
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	Iteration 121Q: 3 clusters Score -2029197 nChanged 43
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Mstep: Class 1 contains 2566 members 
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	Iteration 122Q: 3 clusters Score -2029200 nChanged 43
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Mstep: Class 1 contains 2523 members 
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Mstep: Class 1 contains 2474 members 
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	Iteration 124Q: 3 clusters Score -2029201 nChanged 54
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	Iteration 125Q: 3 clusters Score -2029206 nChanged 51
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Mstep: Class 1 contains 2373 members 
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	Iteration 126Q: 3 clusters Score -2029197 nChanged 35
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	Iteration 127Q: 3 clusters Score -2029203 nChanged 39
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Mstep: Class 1 contains 2299 members 
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	Iteration 128Q: 3 clusters Score -2029199 nChanged 28
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2029197 nChanged 25
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	Iteration 130Q: 3 clusters Score -2029197 nChanged 27
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Mstep: Class 1 contains 2219 members 
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	Iteration 131Q: 3 clusters Score -2029197 nChanged 24
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	Iteration 132Q: 3 clusters Score -2029201 nChanged 29
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Mstep: Class 1 contains 2166 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2029200 nChanged 40
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2029202 nChanged 37
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2029210 nChanged 34
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Mstep: Class 1 contains 2059 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2029208 nChanged 32
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Mstep: Class 1 contains 2027 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2029204 nChanged 27
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2029204 nChanged 26
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2029208 nChanged 23
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Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2029210 nChanged 18
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Mstep: Class 2 contains 30034 members 
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Score: -2029214.000000 Penalty: 943.899536
	Iteration 141Q: 3 clusters Score -2029214 nChanged 10
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Mstep: Class 1 contains 1925 members 
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	Iteration 142Q: 3 clusters Score -2029216 nChanged 12
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Mstep: Class 1 contains 1915 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2029218 nChanged 7
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	Iteration 144Q: 3 clusters Score -2029219 nChanged 13
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	Iteration 145Q: 3 clusters Score -2029217 nChanged 11
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	Iteration 146Q: 3 clusters Score -2029218 nChanged 21
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	Iteration 147Q: 3 clusters Score -2029217 nChanged 26
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Mstep: Class 1 contains 1839 members 
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	Iteration 148Q: 3 clusters Score -2029217 nChanged 19
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	Iteration 149Q: 3 clusters Score -2029221 nChanged 22
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	Iteration 150Q: 3 clusters Score -2029219 nChanged 26
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	Iteration 151Q: 3 clusters Score -2029220 nChanged 25
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Entering Unmasked Estep 
Score: -2029213.375000 Penalty: 943.899536
	Iteration 152Q: 3 clusters Score -2029213 nChanged 25
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2029218 nChanged 19
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2029219 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -2029217.750000 Penalty: 943.899536
	Iteration 155Q: 3 clusters Score -2029218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -2029213.750000 Penalty: 943.899536
	Iteration 156Q: 3 clusters Score -2029214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -2029215.625000 Penalty: 943.899536
	Iteration 157Q: 3 clusters Score -2029216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -2029217.250000 Penalty: 943.899536
	Iteration 158Q: 3 clusters Score -2029217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -2029215.750000 Penalty: 943.899536
	Iteration 159Q: 3 clusters Score -2029216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2029212.000000 Penalty: 943.899536
	Iteration 160F: 3 clusters Score -2029212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -2029212.125000 Penalty: 943.899536
	Iteration 161Q: 3 clusters Score -2029212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -2029213.375000 Penalty: 943.899536
	Iteration 162Q: 3 clusters Score -2029213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -2029210.750000 Penalty: 943.899536
	Iteration 163Q: 3 clusters Score -2029211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -2029211.000000 Penalty: 943.899536
	Iteration 164Q: 3 clusters Score -2029211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -2029212.750000 Penalty: 943.899536
	Iteration 165Q: 3 clusters Score -2029213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -2029215.750000 Penalty: 943.899536
	Iteration 166Q: 3 clusters Score -2029216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2029214.250000 Penalty: 943.899536
	Iteration 167Q: 3 clusters Score -2029214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -2029212.875000 Penalty: 943.899536
	Iteration 168Q: 3 clusters Score -2029213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -2029215.250000 Penalty: 943.899536
	Iteration 169Q: 3 clusters Score -2029215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -2029218.375000 Penalty: 943.899536
	Iteration 170Q: 3 clusters Score -2029218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2029221.500000 Penalty: 943.899536
	Iteration 171Q: 3 clusters Score -2029222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -2029220.375000 Penalty: 943.899536
	Iteration 172Q: 3 clusters Score -2029220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -2029219.000000 Penalty: 943.899536
	Iteration 173Q: 3 clusters Score -2029219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -2029218.875000 Penalty: 943.899536
	Iteration 174Q: 3 clusters Score -2029219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2029222.625000 Penalty: 943.899536
	Iteration 175Q: 3 clusters Score -2029223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -2029222.750000 Penalty: 943.899536
	Iteration 176Q: 3 clusters Score -2029223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -2029221.250000 Penalty: 943.899536
	Iteration 177Q: 3 clusters Score -2029221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -2029221.125000 Penalty: 943.899536
	Iteration 178Q: 3 clusters Score -2029221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -2029223.625000 Penalty: 943.899536
	Iteration 179Q: 3 clusters Score -2029224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -2029224.375000 Penalty: 943.899536
	Iteration 180F: 3 clusters Score -2029224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -2029226.750000 Penalty: 943.899536
	Iteration 181Q: 3 clusters Score -2029227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -2029228.375000 Penalty: 943.899536
	Iteration 182Q: 3 clusters Score -2029228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -2029231.125000 Penalty: 943.899536
	Iteration 183Q: 3 clusters Score -2029231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -2029231.375000 Penalty: 943.899536
	Iteration 184Q: 3 clusters Score -2029231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -2029231.125000 Penalty: 943.899536
	Iteration 185Q: 3 clusters Score -2029231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -2029229.250000 Penalty: 943.899536
	Iteration 186Q: 3 clusters Score -2029229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -2029227.125000 Penalty: 943.899536
	Iteration 187Q: 3 clusters Score -2029227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -2029226.875000 Penalty: 943.899536
	Iteration 188Q: 3 clusters Score -2029227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -2029227.750000 Penalty: 943.899536
	Iteration 189Q: 3 clusters Score -2029228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -2029228.000000 Penalty: 943.899536
	Iteration 190Q: 3 clusters Score -2029228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -2029228.250000 Penalty: 943.899536
	Iteration 191Q: 3 clusters Score -2029228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -2029228.250000 Penalty: 943.899536
	Iteration 192Q: 3 clusters Score -2029228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -2029228.125000 Penalty: 943.899536
	Iteration 193Q: 3 clusters Score -2029228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2029227.750000 Penalty: 943.899536
	Iteration 194Q: 3 clusters Score -2029228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -2029229.625000 Penalty: 943.899536
	Iteration 195Q: 3 clusters Score -2029230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -2029230.000000 Penalty: 943.899536
	Iteration 196Q: 3 clusters Score -2029230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -2029232.125000 Penalty: 943.899536
	Iteration 197Q: 3 clusters Score -2029232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -2029231.000000 Penalty: 943.899536
	Iteration 198Q: 3 clusters Score -2029231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -2029234.125000 Penalty: 943.899536
	Iteration 199Q: 3 clusters Score -2029234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -2029234.500000 Penalty: 943.899536
	Iteration 200F: 3 clusters Score -2029234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -2029231.625000 Penalty: 943.899536
	Iteration 201Q: 3 clusters Score -2029232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2029230.000000 Penalty: 943.899536
	Iteration 202Q: 3 clusters Score -2029230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2029230.250000 Penalty: 943.899536
	Iteration 203Q: 3 clusters Score -2029230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -2029230.125000 Penalty: 943.899536
	Iteration 204Q: 3 clusters Score -2029230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -2029230.375000 Penalty: 943.899536
	Iteration 205Q: 3 clusters Score -2029230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -2029231.125000 Penalty: 943.899536
	Iteration 206Q: 3 clusters Score -2029231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -2029231.625000 Penalty: 943.899536
	Iteration 207Q: 3 clusters Score -2029232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -2029230.750000 Penalty: 943.899536
	Iteration 208Q: 3 clusters Score -2029231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -2029231.875000 Penalty: 943.899536
	Iteration 209Q: 3 clusters Score -2029232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -2029231.750000 Penalty: 943.899536
	Iteration 210Q: 3 clusters Score -2029232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -2029231.375000 Penalty: 943.899536
	Iteration 211Q: 3 clusters Score -2029231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -2029230.000000 Penalty: 943.899536
	Iteration 212Q: 3 clusters Score -2029230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -2029232.375000 Penalty: 943.899536
	Iteration 213Q: 3 clusters Score -2029232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -2029230.250000 Penalty: 943.899536
	Iteration 214Q: 3 clusters Score -2029230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -2029229.875000 Penalty: 943.899536
	Iteration 215Q: 3 clusters Score -2029230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -2029232.625000 Penalty: 943.899536
	Iteration 216Q: 3 clusters Score -2029233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -2029230.750000 Penalty: 943.899536
	Iteration 217Q: 3 clusters Score -2029231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -2029231.875000 Penalty: 943.899536
	Iteration 218Q: 3 clusters Score -2029232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -2029236.375000 Penalty: 943.899536
	Iteration 219Q: 3 clusters Score -2029236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -2029235.625000 Penalty: 943.899536
	Iteration 220F: 3 clusters Score -2029236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -2029235.250000 Penalty: 943.899536
	Iteration 221Q: 3 clusters Score -2029235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -2029235.250000 Penalty: 943.899536
	Iteration 222F: 3 clusters Score -2029235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Entering Unmasked Estep 
Score: -723979.500000 Penalty: 427.957550
	Iteration 0F: 2 clusters Score -723979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -715922.875000 Penalty: 855.915100
	Iteration 0F: 3 clusters Score -715922.9 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -719285.500000 Penalty: 855.915100
	Iteration 1F: 3 clusters Score -719285.5 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -719696.625000 Penalty: 855.915100
	Iteration 2F: 3 clusters Score -719696.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -720195.437500 Penalty: 855.915100
	Iteration 3F: 3 clusters Score -720195.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -720815.375000 Penalty: 855.915100
	Iteration 4F: 3 clusters Score -720815.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -721338.750000 Penalty: 855.915100
	Iteration 5F: 3 clusters Score -721338.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -721648.562500 Penalty: 855.915100
	Iteration 6Q: 3 clusters Score -721648.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -721816.250000 Penalty: 855.915100
	Iteration 7Q: 3 clusters Score -721816.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -721939.187500 Penalty: 855.915100
	Iteration 8Q: 3 clusters Score -721939.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -722054.812500 Penalty: 855.915100
	Iteration 9Q: 3 clusters Score -722054.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -722212.687500 Penalty: 855.915100
	Iteration 10Q: 3 clusters Score -722212.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -722414.000000 Penalty: 855.915100
	Iteration 11Q: 3 clusters Score -722414 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -722621.625000 Penalty: 855.915100
	Iteration 12Q: 3 clusters Score -722621.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -722794.812500 Penalty: 855.915100
	Iteration 13Q: 3 clusters Score -722794.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -722929.562500 Penalty: 855.915100
	Iteration 14Q: 3 clusters Score -722929.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -723026.062500 Penalty: 855.915100
	Iteration 15Q: 3 clusters Score -723026.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -723104.687500 Penalty: 855.915100
	Iteration 16Q: 3 clusters Score -723104.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -723166.437500 Penalty: 855.915100
	Iteration 17Q: 3 clusters Score -723166.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -723212.750000 Penalty: 855.915100
	Iteration 18Q: 3 clusters Score -723212.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -723243.312500 Penalty: 855.915100
	Iteration 19Q: 3 clusters Score -723243.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -723263.375000 Penalty: 855.915100
	Iteration 20F: 3 clusters Score -723263.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -723283.187500 Penalty: 855.915100
	Iteration 21Q: 3 clusters Score -723283.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -723296.375000 Penalty: 855.915100
	Iteration 22Q: 3 clusters Score -723296.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -723308.937500 Penalty: 855.915100
	Iteration 23Q: 3 clusters Score -723308.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -723316.937500 Penalty: 855.915100
	Iteration 24Q: 3 clusters Score -723316.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -723321.687500 Penalty: 855.915100
	Iteration 25Q: 3 clusters Score -723321.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -723330.250000 Penalty: 855.915100
	Iteration 26Q: 3 clusters Score -723330.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -723337.437500 Penalty: 855.915100
	Iteration 27Q: 3 clusters Score -723337.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -723343.875000 Penalty: 855.915100
	Iteration 28Q: 3 clusters Score -723343.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -723347.312500 Penalty: 855.915100
	Iteration 29Q: 3 clusters Score -723347.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -723354.000000 Penalty: 855.915100
	Iteration 30Q: 3 clusters Score -723354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -723354.500000 Penalty: 855.915100
	Iteration 31Q: 3 clusters Score -723354.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -723354.187500 Penalty: 855.915100
	Iteration 32Q: 3 clusters Score -723354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -723357.312500 Penalty: 855.915100
	Iteration 33Q: 3 clusters Score -723357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -723357.437500 Penalty: 855.915100
	Iteration 34Q: 3 clusters Score -723357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -723358.812500 Penalty: 855.915100
	Iteration 35Q: 3 clusters Score -723358.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -723360.125000 Penalty: 855.915100
	Iteration 36Q: 3 clusters Score -723360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -723361.312500 Penalty: 855.915100
	Iteration 37Q: 3 clusters Score -723361.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -723362.500000 Penalty: 855.915100
	Iteration 38Q: 3 clusters Score -723362.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -723362.875000 Penalty: 855.915100
	Iteration 39Q: 3 clusters Score -723362.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -723363.312500 Penalty: 855.915100
	Iteration 40F: 3 clusters Score -723363.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -723363.875000 Penalty: 855.915100
	Iteration 41Q: 3 clusters Score -723363.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -723363.875000 Penalty: 855.915100
	Iteration 42Q: 3 clusters Score -723363.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -723366.750000 Penalty: 855.915100
	Iteration 43Q: 3 clusters Score -723366.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -723366.250000 Penalty: 855.915100
	Iteration 44Q: 3 clusters Score -723366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -723367.625000 Penalty: 855.915100
	Iteration 45Q: 3 clusters Score -723367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -723368.062500 Penalty: 855.915100
	Iteration 46Q: 3 clusters Score -723368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -723368.375000 Penalty: 855.915100
	Iteration 47Q: 3 clusters Score -723368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -723365.437500 Penalty: 855.915100
	Iteration 48Q: 3 clusters Score -723365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -723366.875000 Penalty: 855.915100
	Iteration 49Q: 3 clusters Score -723366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -723369.125000 Penalty: 855.915100
	Iteration 50Q: 3 clusters Score -723369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -723370.937500 Penalty: 855.915100
	Iteration 51Q: 3 clusters Score -723370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -723370.937500 Penalty: 855.915100
	Iteration 52Q: 3 clusters Score -723370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -723371.625000 Penalty: 855.915100
	Iteration 53Q: 3 clusters Score -723371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -723369.687500 Penalty: 855.915100
	Iteration 54Q: 3 clusters Score -723369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -723369.687500 Penalty: 855.915100
	Iteration 55F: 3 clusters Score -723369.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Entering Unmasked Estep 
Score: -4554249.500000 Penalty: 511.072601
	Iteration 0F: 2 clusters Score -4554250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4503464.000000 Penalty: 1022.145203
	Iteration 0F: 3 clusters Score -4503464 nChanged 36993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4525632.500000 Penalty: 1022.145203
	Iteration 1F: 3 clusters Score -4525632 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4526356.000000 Penalty: 1022.145203
	Iteration 2Q: 3 clusters Score -4526356 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -4527150.000000 Penalty: 1022.145203
	Iteration 3Q: 3 clusters Score -4527150 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4528141.000000 Penalty: 1022.145203
	Iteration 4Q: 3 clusters Score -4528141 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4529426.000000 Penalty: 1022.145203
	Iteration 5Q: 3 clusters Score -4529426 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4531232.000000 Penalty: 1022.145203
	Iteration 6Q: 3 clusters Score -4531232 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4533811.000000 Penalty: 1022.145203
	Iteration 7F: 3 clusters Score -4533811 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4536662.000000 Penalty: 1022.145203
	Iteration 8F: 3 clusters Score -4536662 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4539341.500000 Penalty: 1022.145203
	Iteration 9F: 3 clusters Score -4539342 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4541561.000000 Penalty: 1022.145203
	Iteration 10F: 3 clusters Score -4541561 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4543134.500000 Penalty: 1022.145203
	Iteration 11Q: 3 clusters Score -4543134 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4544150.000000 Penalty: 1022.145203
	Iteration 12Q: 3 clusters Score -4544150 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4544781.500000 Penalty: 1022.145203
	Iteration 13Q: 3 clusters Score -4544782 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4545286.000000 Penalty: 1022.145203
	Iteration 14Q: 3 clusters Score -4545286 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4545704.500000 Penalty: 1022.145203
	Iteration 15Q: 3 clusters Score -4545704 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4546150.500000 Penalty: 1022.145203
	Iteration 16Q: 3 clusters Score -4546150 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4546608.500000 Penalty: 1022.145203
	Iteration 17Q: 3 clusters Score -4546608 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4547048.500000 Penalty: 1022.145203
	Iteration 18Q: 3 clusters Score -4547048 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4547588.000000 Penalty: 1022.145203
	Iteration 19Q: 3 clusters Score -4547588 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4548097.500000 Penalty: 1022.145203
	Iteration 20F: 3 clusters Score -4548098 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -4548612.000000 Penalty: 1022.145203
	Iteration 21Q: 3 clusters Score -4548612 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4549125.000000 Penalty: 1022.145203
	Iteration 22Q: 3 clusters Score -4549125 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4549616.500000 Penalty: 1022.145203
	Iteration 23Q: 3 clusters Score -4549616 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4550081.000000 Penalty: 1022.145203
	Iteration 24Q: 3 clusters Score -4550081 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4550579.000000 Penalty: 1022.145203
	Iteration 25Q: 3 clusters Score -4550579 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4551042.500000 Penalty: 1022.145203
	Iteration 26Q: 3 clusters Score -4551042 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4551517.500000 Penalty: 1022.145203
	Iteration 27Q: 3 clusters Score -4551518 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4551988.000000 Penalty: 1022.145203
	Iteration 28Q: 3 clusters Score -4551988 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4552464.000000 Penalty: 1022.145203
	Iteration 29Q: 3 clusters Score -4552464 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4552766.000000 Penalty: 1022.145203
	Iteration 30Q: 3 clusters Score -4552766 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4553020.000000 Penalty: 1022.145203
	Iteration 31Q: 3 clusters Score -4553020 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4553269.000000 Penalty: 1022.145203
	Iteration 32Q: 3 clusters Score -4553269 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4553405.000000 Penalty: 1022.145203
	Iteration 33Q: 3 clusters Score -4553405 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4553510.500000 Penalty: 1022.145203
	Iteration 34Q: 3 clusters Score -4553510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4553597.000000 Penalty: 1022.145203
	Iteration 35Q: 3 clusters Score -4553597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4553644.000000 Penalty: 1022.145203
	Iteration 36Q: 3 clusters Score -4553644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4553702.000000 Penalty: 1022.145203
	Iteration 37Q: 3 clusters Score -4553702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4553742.500000 Penalty: 1022.145203
	Iteration 38Q: 3 clusters Score -4553742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4553759.500000 Penalty: 1022.145203
	Iteration 39Q: 3 clusters Score -4553760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4553777.500000 Penalty: 1022.145203
	Iteration 40F: 3 clusters Score -4553778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4553791.500000 Penalty: 1022.145203
	Iteration 41Q: 3 clusters Score -4553792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4553806.000000 Penalty: 1022.145203
	Iteration 42Q: 3 clusters Score -4553806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4553808.500000 Penalty: 1022.145203
	Iteration 43Q: 3 clusters Score -4553808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4553805.500000 Penalty: 1022.145203
	Iteration 44Q: 3 clusters Score -4553806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4553807.000000 Penalty: 1022.145203
	Iteration 45Q: 3 clusters Score -4553807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4553813.000000 Penalty: 1022.145203
	Iteration 46Q: 3 clusters Score -4553813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4553815.500000 Penalty: 1022.145203
	Iteration 47Q: 3 clusters Score -4553816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4553817.500000 Penalty: 1022.145203
	Iteration 48Q: 3 clusters Score -4553818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4553818.500000 Penalty: 1022.145203
	Iteration 49Q: 3 clusters Score -4553818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4553821.500000 Penalty: 1022.145203
	Iteration 50Q: 3 clusters Score -4553822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4553821.500000 Penalty: 1022.145203
	Iteration 51F: 3 clusters Score -4553822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18537.160156 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18537.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18183.269531 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18183.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18271.761719 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18271.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18288.484375 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18288.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18293.744141 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18293.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18294.621094 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18294.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18294.621094 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -18294.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -29332.292969 Penalty: 288.726440
	Iteration 0F: 2 clusters Score -29332.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28806.591797 Penalty: 577.452881
	Iteration 0F: 3 clusters Score -28806.59 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28979.191406 Penalty: 577.452881
	Iteration 1F: 3 clusters Score -28979.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29016.568359 Penalty: 577.452881
	Iteration 2F: 3 clusters Score -29016.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29050.357422 Penalty: 577.452881
	Iteration 3F: 3 clusters Score -29050.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29082.300781 Penalty: 577.452881
	Iteration 4F: 3 clusters Score -29082.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29107.705078 Penalty: 577.452881
	Iteration 5Q: 3 clusters Score -29107.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29123.658203 Penalty: 577.452881
	Iteration 6Q: 3 clusters Score -29123.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29132.990234 Penalty: 577.452881
	Iteration 7Q: 3 clusters Score -29132.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29139.476562 Penalty: 577.452881
	Iteration 8Q: 3 clusters Score -29139.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29144.097656 Penalty: 577.452881
	Iteration 9Q: 3 clusters Score -29144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29149.828125 Penalty: 577.452881
	Iteration 10Q: 3 clusters Score -29149.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29154.820312 Penalty: 577.452881
	Iteration 11Q: 3 clusters Score -29154.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29159.845703 Penalty: 577.452881
	Iteration 12Q: 3 clusters Score -29159.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29163.419922 Penalty: 577.452881
	Iteration 13Q: 3 clusters Score -29163.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29165.525391 Penalty: 577.452881
	Iteration 14Q: 3 clusters Score -29165.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29166.404297 Penalty: 577.452881
	Iteration 15Q: 3 clusters Score -29166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29167.798828 Penalty: 577.452881
	Iteration 16Q: 3 clusters Score -29167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29168.621094 Penalty: 577.452881
	Iteration 17Q: 3 clusters Score -29168.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29168.621094 Penalty: 577.452881
	Iteration 18F: 3 clusters Score -29168.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Entering Unmasked Estep 
Score: -2621907.000000 Penalty: 481.943939
	Iteration 0F: 2 clusters Score -2621907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2596660.250000 Penalty: 963.887878
	Iteration 0F: 3 clusters Score -2596660 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2608568.000000 Penalty: 963.887878
	Iteration 1F: 3 clusters Score -2608568 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2609796.250000 Penalty: 963.887878
	Iteration 2F: 3 clusters Score -2609796 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2611730.250000 Penalty: 963.887878
	Iteration 3F: 3 clusters Score -2611730 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2614193.750000 Penalty: 963.887878
	Iteration 4F: 3 clusters Score -2614194 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2616081.250000 Penalty: 963.887878
	Iteration 5F: 3 clusters Score -2616081 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2616793.500000 Penalty: 963.887878
	Iteration 6Q: 3 clusters Score -2616794 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2616983.250000 Penalty: 963.887878
	Iteration 7Q: 3 clusters Score -2616983 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2617084.000000 Penalty: 963.887878
	Iteration 8Q: 3 clusters Score -2617084 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2617168.000000 Penalty: 963.887878
	Iteration 9Q: 3 clusters Score -2617168 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -2617237.750000 Penalty: 963.887878
	Iteration 10Q: 3 clusters Score -2617238 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2617346.750000 Penalty: 963.887878
	Iteration 11Q: 3 clusters Score -2617347 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -2617467.250000 Penalty: 963.887878
	Iteration 12Q: 3 clusters Score -2617467 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2617628.000000 Penalty: 963.887878
	Iteration 13Q: 3 clusters Score -2617628 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2617791.250000 Penalty: 963.887878
	Iteration 14Q: 3 clusters Score -2617791 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -2617971.250000 Penalty: 963.887878
	Iteration 15Q: 3 clusters Score -2617971 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2618138.250000 Penalty: 963.887878
	Iteration 16Q: 3 clusters Score -2618138 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -2618308.750000 Penalty: 963.887878
	Iteration 17Q: 3 clusters Score -2618309 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -2618515.500000 Penalty: 963.887878
	Iteration 18Q: 3 clusters Score -2618516 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -2618725.000000 Penalty: 963.887878
	Iteration 19Q: 3 clusters Score -2618725 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -2618905.250000 Penalty: 963.887878
	Iteration 20F: 3 clusters Score -2618905 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -2619120.500000 Penalty: 963.887878
	Iteration 21Q: 3 clusters Score -2619120 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -2619378.250000 Penalty: 963.887878
	Iteration 22Q: 3 clusters Score -2619378 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -2619586.000000 Penalty: 963.887878
	Iteration 23Q: 3 clusters Score -2619586 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -2619781.750000 Penalty: 963.887878
	Iteration 24Q: 3 clusters Score -2619782 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -2619992.750000 Penalty: 963.887878
	Iteration 25Q: 3 clusters Score -2619993 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -2620194.000000 Penalty: 963.887878
	Iteration 26Q: 3 clusters Score -2620194 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -2620360.000000 Penalty: 963.887878
	Iteration 27Q: 3 clusters Score -2620360 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -2620491.000000 Penalty: 963.887878
	Iteration 28Q: 3 clusters Score -2620491 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -2620642.250000 Penalty: 963.887878
	Iteration 29Q: 3 clusters Score -2620642 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -2620830.750000 Penalty: 963.887878
	Iteration 30Q: 3 clusters Score -2620831 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -2621025.500000 Penalty: 963.887878
	Iteration 31Q: 3 clusters Score -2621026 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -2621163.500000 Penalty: 963.887878
	Iteration 32Q: 3 clusters Score -2621164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -2621260.250000 Penalty: 963.887878
	Iteration 33Q: 3 clusters Score -2621260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -2621321.750000 Penalty: 963.887878
	Iteration 34Q: 3 clusters Score -2621322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -2621363.750000 Penalty: 963.887878
	Iteration 35Q: 3 clusters Score -2621364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -2621376.750000 Penalty: 963.887878
	Iteration 36Q: 3 clusters Score -2621377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -2621401.000000 Penalty: 963.887878
	Iteration 37Q: 3 clusters Score -2621401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -2621413.750000 Penalty: 963.887878
	Iteration 38Q: 3 clusters Score -2621414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -2621435.250000 Penalty: 963.887878
	Iteration 39Q: 3 clusters Score -2621435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -2621453.500000 Penalty: 963.887878
	Iteration 40F: 3 clusters Score -2621454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -2621466.250000 Penalty: 963.887878
	Iteration 41Q: 3 clusters Score -2621466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -2621476.000000 Penalty: 963.887878
	Iteration 42Q: 3 clusters Score -2621476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -2621479.750000 Penalty: 963.887878
	Iteration 43Q: 3 clusters Score -2621480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -2621482.750000 Penalty: 963.887878
	Iteration 44Q: 3 clusters Score -2621483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -2621488.500000 Penalty: 963.887878
	Iteration 45Q: 3 clusters Score -2621488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -2621486.500000 Penalty: 963.887878
	Iteration 46Q: 3 clusters Score -2621486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -2621486.500000 Penalty: 963.887878
	Iteration 47Q: 3 clusters Score -2621486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -2621489.000000 Penalty: 963.887878
	Iteration 48Q: 3 clusters Score -2621489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -2621490.500000 Penalty: 963.887878
	Iteration 49Q: 3 clusters Score -2621490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -2621490.250000 Penalty: 963.887878
	Iteration 50Q: 3 clusters Score -2621490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -2621493.250000 Penalty: 963.887878
	Iteration 51Q: 3 clusters Score -2621493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -2621493.250000 Penalty: 963.887878
	Iteration 52F: 3 clusters Score -2621493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -102172.609375 Penalty: 334.913666
	Iteration 0F: 2 clusters Score -102172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -101012.617188 Penalty: 669.827332
	Iteration 0F: 3 clusters Score -101012.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -101408.453125 Penalty: 669.827332
	Iteration 1F: 3 clusters Score -101408.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -101497.578125 Penalty: 669.827332
	Iteration 2F: 3 clusters Score -101497.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -101568.531250 Penalty: 669.827332
	Iteration 3F: 3 clusters Score -101568.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -101613.773438 Penalty: 669.827332
	Iteration 4Q: 3 clusters Score -101613.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -101649.992188 Penalty: 669.827332
	Iteration 5Q: 3 clusters Score -101650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -101704.500000 Penalty: 669.827332
	Iteration 6Q: 3 clusters Score -101704.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -101765.945312 Penalty: 669.827332
	Iteration 7Q: 3 clusters Score -101765.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -101802.875000 Penalty: 669.827332
	Iteration 8Q: 3 clusters Score -101802.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -101830.390625 Penalty: 669.827332
	Iteration 9Q: 3 clusters Score -101830.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -101846.132812 Penalty: 669.827332
	Iteration 10Q: 3 clusters Score -101846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -101852.437500 Penalty: 669.827332
	Iteration 11Q: 3 clusters Score -101852.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -101860.304688 Penalty: 669.827332
	Iteration 12Q: 3 clusters Score -101860.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -101870.187500 Penalty: 669.827332
	Iteration 13Q: 3 clusters Score -101870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101875.867188 Penalty: 669.827332
	Iteration 14Q: 3 clusters Score -101875.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -101880.687500 Penalty: 669.827332
	Iteration 15Q: 3 clusters Score -101880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -101883.929688 Penalty: 669.827332
	Iteration 16Q: 3 clusters Score -101883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -101885.539062 Penalty: 669.827332
	Iteration 17Q: 3 clusters Score -101885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -101886.773438 Penalty: 669.827332
	Iteration 18Q: 3 clusters Score -101886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -101887.453125 Penalty: 669.827332
	Iteration 19Q: 3 clusters Score -101887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -101888.187500 Penalty: 669.827332
	Iteration 20F: 3 clusters Score -101888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -101889.453125 Penalty: 669.827332
	Iteration 21Q: 3 clusters Score -101889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -101891.507812 Penalty: 669.827332
	Iteration 22Q: 3 clusters Score -101891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -101892.234375 Penalty: 669.827332
	Iteration 23Q: 3 clusters Score -101892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -101892.929688 Penalty: 669.827332
	Iteration 24Q: 3 clusters Score -101892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -101893.039062 Penalty: 669.827332
	Iteration 25Q: 3 clusters Score -101893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -101893.039062 Penalty: 669.827332
	Iteration 26F: 3 clusters Score -101893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -188623.156250 Penalty: 368.887573
	Iteration 0F: 2 clusters Score -188623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -186368.890625 Penalty: 737.775146
	Iteration 0F: 3 clusters Score -186368.9 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -187237.781250 Penalty: 737.775146
	Iteration 1F: 3 clusters Score -187237.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -187402.953125 Penalty: 737.775146
	Iteration 2F: 3 clusters Score -187403 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -187548.453125 Penalty: 737.775146
	Iteration 3F: 3 clusters Score -187548.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -187668.984375 Penalty: 737.775146
	Iteration 4F: 3 clusters Score -187669 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -187766.171875 Penalty: 737.775146
	Iteration 5Q: 3 clusters Score -187766.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -187846.062500 Penalty: 737.775146
	Iteration 6Q: 3 clusters Score -187846.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -187917.546875 Penalty: 737.775146
	Iteration 7Q: 3 clusters Score -187917.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -187970.015625 Penalty: 737.775146
	Iteration 8Q: 3 clusters Score -187970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -187996.234375 Penalty: 737.775146
	Iteration 9Q: 3 clusters Score -187996.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -188012.421875 Penalty: 737.775146
	Iteration 10Q: 3 clusters Score -188012.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -188031.000000 Penalty: 737.775146
	Iteration 11Q: 3 clusters Score -188031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -188052.171875 Penalty: 737.775146
	Iteration 12Q: 3 clusters Score -188052.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -188068.078125 Penalty: 737.775146
	Iteration 13Q: 3 clusters Score -188068.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -188084.015625 Penalty: 737.775146
	Iteration 14Q: 3 clusters Score -188084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -188097.265625 Penalty: 737.775146
	Iteration 15Q: 3 clusters Score -188097.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -188107.203125 Penalty: 737.775146
	Iteration 16Q: 3 clusters Score -188107.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -188116.468750 Penalty: 737.775146
	Iteration 17Q: 3 clusters Score -188116.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -188126.531250 Penalty: 737.775146
	Iteration 18Q: 3 clusters Score -188126.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188136.859375 Penalty: 737.775146
	Iteration 19Q: 3 clusters Score -188136.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188146.671875 Penalty: 737.775146
	Iteration 20F: 3 clusters Score -188146.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188161.156250 Penalty: 737.775146
	Iteration 21Q: 3 clusters Score -188161.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188174.593750 Penalty: 737.775146
	Iteration 22Q: 3 clusters Score -188174.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188193.328125 Penalty: 737.775146
	Iteration 23Q: 3 clusters Score -188193.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188218.312500 Penalty: 737.775146
	Iteration 24Q: 3 clusters Score -188218.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -188230.421875 Penalty: 737.775146
	Iteration 25Q: 3 clusters Score -188230.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188234.859375 Penalty: 737.775146
	Iteration 26Q: 3 clusters Score -188234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188237.281250 Penalty: 737.775146
	Iteration 27Q: 3 clusters Score -188237.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188239.968750 Penalty: 737.775146
	Iteration 28Q: 3 clusters Score -188240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188242.531250 Penalty: 737.775146
	Iteration 29Q: 3 clusters Score -188242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -188244.265625 Penalty: 737.775146
	Iteration 30Q: 3 clusters Score -188244.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -188247.078125 Penalty: 737.775146
	Iteration 31Q: 3 clusters Score -188247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188249.734375 Penalty: 737.775146
	Iteration 32Q: 3 clusters Score -188249.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188254.203125 Penalty: 737.775146
	Iteration 33Q: 3 clusters Score -188254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188260.546875 Penalty: 737.775146
	Iteration 34Q: 3 clusters Score -188260.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -188265.453125 Penalty: 737.775146
	Iteration 35Q: 3 clusters Score -188265.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -188270.046875 Penalty: 737.775146
	Iteration 36Q: 3 clusters Score -188270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188273.156250 Penalty: 737.775146
	Iteration 37Q: 3 clusters Score -188273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -188278.359375 Penalty: 737.775146
	Iteration 38Q: 3 clusters Score -188278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -188281.046875 Penalty: 737.775146
	Iteration 39Q: 3 clusters Score -188281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -188283.953125 Penalty: 737.775146
	Iteration 40F: 3 clusters Score -188284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -188287.859375 Penalty: 737.775146
	Iteration 41Q: 3 clusters Score -188287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -188290.531250 Penalty: 737.775146
	Iteration 42Q: 3 clusters Score -188290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188292.328125 Penalty: 737.775146
	Iteration 43Q: 3 clusters Score -188292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -188292.859375 Penalty: 737.775146
	Iteration 44Q: 3 clusters Score -188292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -188294.328125 Penalty: 737.775146
	Iteration 45Q: 3 clusters Score -188294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -188296.187500 Penalty: 737.775146
	Iteration 46Q: 3 clusters Score -188296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -188298.781250 Penalty: 737.775146
	Iteration 47Q: 3 clusters Score -188298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -188303.250000 Penalty: 737.775146
	Iteration 48Q: 3 clusters Score -188303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -188307.171875 Penalty: 737.775146
	Iteration 49Q: 3 clusters Score -188307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188309.671875 Penalty: 737.775146
	Iteration 50Q: 3 clusters Score -188309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -188312.843750 Penalty: 737.775146
	Iteration 51Q: 3 clusters Score -188312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -188316.265625 Penalty: 737.775146
	Iteration 52Q: 3 clusters Score -188316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -188325.500000 Penalty: 737.775146
	Iteration 53Q: 3 clusters Score -188325.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -188341.187500 Penalty: 737.775146
	Iteration 54Q: 3 clusters Score -188341.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -188347.890625 Penalty: 737.775146
	Iteration 55Q: 3 clusters Score -188347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -188350.265625 Penalty: 737.775146
	Iteration 56Q: 3 clusters Score -188350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -188352.343750 Penalty: 737.775146
	Iteration 57Q: 3 clusters Score -188352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -188353.890625 Penalty: 737.775146
	Iteration 58Q: 3 clusters Score -188353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -188355.625000 Penalty: 737.775146
	Iteration 59Q: 3 clusters Score -188355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -188357.031250 Penalty: 737.775146
	Iteration 60F: 3 clusters Score -188357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -188358.484375 Penalty: 737.775146
	Iteration 61Q: 3 clusters Score -188358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -188359.250000 Penalty: 737.775146
	Iteration 62Q: 3 clusters Score -188359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -188359.609375 Penalty: 737.775146
	Iteration 63Q: 3 clusters Score -188359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -188359.984375 Penalty: 737.775146
	Iteration 64Q: 3 clusters Score -188360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -188360.062500 Penalty: 737.775146
	Iteration 65Q: 3 clusters Score -188360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -188360.250000 Penalty: 737.775146
	Iteration 66Q: 3 clusters Score -188360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -188360.890625 Penalty: 737.775146
	Iteration 67Q: 3 clusters Score -188360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -188361.703125 Penalty: 737.775146
	Iteration 68Q: 3 clusters Score -188361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -188362.390625 Penalty: 737.775146
	Iteration 69Q: 3 clusters Score -188362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -188362.500000 Penalty: 737.775146
	Iteration 70Q: 3 clusters Score -188362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -188362.500000 Penalty: 737.775146
	Iteration 71F: 3 clusters Score -188362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -338892.250000 Penalty: 390.670258
	Iteration 0F: 2 clusters Score -338892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -335280.843750 Penalty: 781.340515
	Iteration 0F: 3 clusters Score -335280.8 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -336646.500000 Penalty: 781.340515
	Iteration 1F: 3 clusters Score -336646.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -336807.343750 Penalty: 781.340515
	Iteration 2F: 3 clusters Score -336807.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -337014.937500 Penalty: 781.340515
	Iteration 3F: 3 clusters Score -337014.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -337244.250000 Penalty: 781.340515
	Iteration 4F: 3 clusters Score -337244.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -337479.687500 Penalty: 781.340515
	Iteration 5F: 3 clusters Score -337479.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -337711.093750 Penalty: 781.340515
	Iteration 6F: 3 clusters Score -337711.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -337866.000000 Penalty: 781.340515
	Iteration 7Q: 3 clusters Score -337866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -337947.187500 Penalty: 781.340515
	Iteration 8Q: 3 clusters Score -337947.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -338007.656250 Penalty: 781.340515
	Iteration 9Q: 3 clusters Score -338007.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -338047.406250 Penalty: 781.340515
	Iteration 10Q: 3 clusters Score -338047.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -338088.343750 Penalty: 781.340515
	Iteration 11Q: 3 clusters Score -338088.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -338123.812500 Penalty: 781.340515
	Iteration 12Q: 3 clusters Score -338123.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -338141.687500 Penalty: 781.340515
	Iteration 13Q: 3 clusters Score -338141.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -338162.718750 Penalty: 781.340515
	Iteration 14Q: 3 clusters Score -338162.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -338181.937500 Penalty: 781.340515
	Iteration 15Q: 3 clusters Score -338181.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -338192.187500 Penalty: 781.340515
	Iteration 16Q: 3 clusters Score -338192.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -338199.843750 Penalty: 781.340515
	Iteration 17Q: 3 clusters Score -338199.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -338209.156250 Penalty: 781.340515
	Iteration 18Q: 3 clusters Score -338209.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -338220.250000 Penalty: 781.340515
	Iteration 19Q: 3 clusters Score -338220.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -338230.281250 Penalty: 781.340515
	Iteration 20F: 3 clusters Score -338230.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -338241.812500 Penalty: 781.340515
	Iteration 21Q: 3 clusters Score -338241.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -338251.593750 Penalty: 781.340515
	Iteration 22Q: 3 clusters Score -338251.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -338262.375000 Penalty: 781.340515
	Iteration 23Q: 3 clusters Score -338262.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -338270.500000 Penalty: 781.340515
	Iteration 24Q: 3 clusters Score -338270.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -338275.875000 Penalty: 781.340515
	Iteration 25Q: 3 clusters Score -338275.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -338279.343750 Penalty: 781.340515
	Iteration 26Q: 3 clusters Score -338279.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -338281.000000 Penalty: 781.340515
	Iteration 27Q: 3 clusters Score -338281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -338281.156250 Penalty: 781.340515
	Iteration 28Q: 3 clusters Score -338281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -338282.000000 Penalty: 781.340515
	Iteration 29Q: 3 clusters Score -338282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -338283.343750 Penalty: 781.340515
	Iteration 30Q: 3 clusters Score -338283.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -338283.781250 Penalty: 781.340515
	Iteration 31Q: 3 clusters Score -338283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -338285.593750 Penalty: 781.340515
	Iteration 32Q: 3 clusters Score -338285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -338286.187500 Penalty: 781.340515
	Iteration 33Q: 3 clusters Score -338286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -338287.156250 Penalty: 781.340515
	Iteration 34Q: 3 clusters Score -338287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -338287.875000 Penalty: 781.340515
	Iteration 35Q: 3 clusters Score -338287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -338288.625000 Penalty: 781.340515
	Iteration 36Q: 3 clusters Score -338288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -338288.562500 Penalty: 781.340515
	Iteration 37Q: 3 clusters Score -338288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -338289.531250 Penalty: 781.340515
	Iteration 38Q: 3 clusters Score -338289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -338289.437500 Penalty: 781.340515
	Iteration 39Q: 3 clusters Score -338289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -338289.718750 Penalty: 781.340515
	Iteration 40F: 3 clusters Score -338289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -338290.312500 Penalty: 781.340515
	Iteration 41Q: 3 clusters Score -338290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -338290.125000 Penalty: 781.340515
	Iteration 42Q: 3 clusters Score -338290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -338290.156250 Penalty: 781.340515
	Iteration 43Q: 3 clusters Score -338290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -338290.781250 Penalty: 781.340515
	Iteration 44Q: 3 clusters Score -338290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -338291.343750 Penalty: 781.340515
	Iteration 45Q: 3 clusters Score -338291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -338292.156250 Penalty: 781.340515
	Iteration 46Q: 3 clusters Score -338292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -338291.250000 Penalty: 781.340515
	Iteration 47Q: 3 clusters Score -338291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -338292.468750 Penalty: 781.340515
	Iteration 48Q: 3 clusters Score -338292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -338292.468750 Penalty: 781.340515
	Iteration 49Q: 3 clusters Score -338292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -338293.093750 Penalty: 781.340515
	Iteration 50Q: 3 clusters Score -338293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -338293.093750 Penalty: 781.340515
	Iteration 51Q: 3 clusters Score -338293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -338293.593750 Penalty: 781.340515
	Iteration 52Q: 3 clusters Score -338293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -338293.937500 Penalty: 781.340515
	Iteration 53Q: 3 clusters Score -338293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -338294.093750 Penalty: 781.340515
	Iteration 54Q: 3 clusters Score -338294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -338294.125000 Penalty: 781.340515
	Iteration 55Q: 3 clusters Score -338294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -338294.312500 Penalty: 781.340515
	Iteration 56Q: 3 clusters Score -338294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -338294.750000 Penalty: 781.340515
	Iteration 57Q: 3 clusters Score -338294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -338294.656250 Penalty: 781.340515
	Iteration 58Q: 3 clusters Score -338294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -338294.656250 Penalty: 781.340515
	Iteration 59F: 3 clusters Score -338294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Entering Unmasked Estep 
Score: -2694202.500000 Penalty: 485.514648
	Iteration 0F: 2 clusters Score -2694202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2665502.250000 Penalty: 971.029297
	Iteration 0F: 3 clusters Score -2665502 nChanged 20693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2678992.500000 Penalty: 971.029297
	Iteration 1F: 3 clusters Score -2678992 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -2680569.250000 Penalty: 971.029297
	Iteration 2F: 3 clusters Score -2680569 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2682684.000000 Penalty: 971.029297
	Iteration 3F: 3 clusters Score -2682684 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2685329.750000 Penalty: 971.029297
	Iteration 4F: 3 clusters Score -2685330 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -2687826.750000 Penalty: 971.029297
	Iteration 5F: 3 clusters Score -2687827 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -2689310.500000 Penalty: 971.029297
	Iteration 6F: 3 clusters Score -2689310 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -2689932.750000 Penalty: 971.029297
	Iteration 7Q: 3 clusters Score -2689933 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -2690207.000000 Penalty: 971.029297
	Iteration 8Q: 3 clusters Score -2690207 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -2690401.000000 Penalty: 971.029297
	Iteration 9Q: 3 clusters Score -2690401 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -2690581.500000 Penalty: 971.029297
	Iteration 10Q: 3 clusters Score -2690582 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -2690750.500000 Penalty: 971.029297
	Iteration 11Q: 3 clusters Score -2690750 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -2690900.750000 Penalty: 971.029297
	Iteration 12Q: 3 clusters Score -2690901 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -2691078.500000 Penalty: 971.029297
	Iteration 13Q: 3 clusters Score -2691078 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -2691267.750000 Penalty: 971.029297
	Iteration 14Q: 3 clusters Score -2691268 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2691459.000000 Penalty: 971.029297
	Iteration 15Q: 3 clusters Score -2691459 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -2691661.250000 Penalty: 971.029297
	Iteration 16Q: 3 clusters Score -2691661 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -2691837.750000 Penalty: 971.029297
	Iteration 17Q: 3 clusters Score -2691838 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -2691985.500000 Penalty: 971.029297
	Iteration 18Q: 3 clusters Score -2691986 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -2692112.500000 Penalty: 971.029297
	Iteration 19Q: 3 clusters Score -2692112 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -2692234.250000 Penalty: 971.029297
	Iteration 20F: 3 clusters Score -2692234 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -2692337.500000 Penalty: 971.029297
	Iteration 21Q: 3 clusters Score -2692338 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -2692440.750000 Penalty: 971.029297
	Iteration 22Q: 3 clusters Score -2692441 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -2692546.500000 Penalty: 971.029297
	Iteration 23Q: 3 clusters Score -2692546 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -2692668.000000 Penalty: 971.029297
	Iteration 24Q: 3 clusters Score -2692668 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -2692776.500000 Penalty: 971.029297
	Iteration 25Q: 3 clusters Score -2692776 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -2692885.250000 Penalty: 971.029297
	Iteration 26Q: 3 clusters Score -2692885 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -2692995.000000 Penalty: 971.029297
	Iteration 27Q: 3 clusters Score -2692995 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -2693115.000000 Penalty: 971.029297
	Iteration 28Q: 3 clusters Score -2693115 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -2693197.750000 Penalty: 971.029297
	Iteration 29Q: 3 clusters Score -2693198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -2693283.000000 Penalty: 971.029297
	Iteration 30Q: 3 clusters Score -2693283 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -2693354.250000 Penalty: 971.029297
	Iteration 31Q: 3 clusters Score -2693354 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -2693412.750000 Penalty: 971.029297
	Iteration 32Q: 3 clusters Score -2693413 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -2693477.500000 Penalty: 971.029297
	Iteration 33Q: 3 clusters Score -2693478 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -2693551.000000 Penalty: 971.029297
	Iteration 34Q: 3 clusters Score -2693551 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -2693596.500000 Penalty: 971.029297
	Iteration 35Q: 3 clusters Score -2693596 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -2693661.500000 Penalty: 971.029297
	Iteration 36Q: 3 clusters Score -2693662 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -2693700.500000 Penalty: 971.029297
	Iteration 37Q: 3 clusters Score -2693700 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -2693742.250000 Penalty: 971.029297
	Iteration 38Q: 3 clusters Score -2693742 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -2693781.750000 Penalty: 971.029297
	Iteration 39Q: 3 clusters Score -2693782 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -2693825.250000 Penalty: 971.029297
	Iteration 40F: 3 clusters Score -2693825 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -2693856.750000 Penalty: 971.029297
	Iteration 41Q: 3 clusters Score -2693857 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -2693885.750000 Penalty: 971.029297
	Iteration 42Q: 3 clusters Score -2693886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -2693897.500000 Penalty: 971.029297
	Iteration 43Q: 3 clusters Score -2693898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -2693890.000000 Penalty: 971.029297
	Iteration 44Q: 3 clusters Score -2693890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -2693897.750000 Penalty: 971.029297
	Iteration 45Q: 3 clusters Score -2693898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -2693908.750000 Penalty: 971.029297
	Iteration 46Q: 3 clusters Score -2693909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2693915.750000 Penalty: 971.029297
	Iteration 47Q: 3 clusters Score -2693916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -2693918.000000 Penalty: 971.029297
	Iteration 48Q: 3 clusters Score -2693918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -2693915.500000 Penalty: 971.029297
	Iteration 49Q: 3 clusters Score -2693916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -2693917.500000 Penalty: 971.029297
	Iteration 50Q: 3 clusters Score -2693918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -2693914.000000 Penalty: 971.029297
	Iteration 51Q: 3 clusters Score -2693914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -2693922.750000 Penalty: 971.029297
	Iteration 52Q: 3 clusters Score -2693923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -2693920.750000 Penalty: 971.029297
	Iteration 53Q: 3 clusters Score -2693921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -2693929.000000 Penalty: 971.029297
	Iteration 54Q: 3 clusters Score -2693929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -2693938.250000 Penalty: 971.029297
	Iteration 55Q: 3 clusters Score -2693938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -2693946.000000 Penalty: 971.029297
	Iteration 56Q: 3 clusters Score -2693946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -2693945.000000 Penalty: 971.029297
	Iteration 57Q: 3 clusters Score -2693945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -2693945.500000 Penalty: 971.029297
	Iteration 58Q: 3 clusters Score -2693946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -2693941.000000 Penalty: 971.029297
	Iteration 59Q: 3 clusters Score -2693941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -2693943.750000 Penalty: 971.029297
	Iteration 60F: 3 clusters Score -2693944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -2693946.750000 Penalty: 971.029297
	Iteration 61Q: 3 clusters Score -2693947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -2693945.250000 Penalty: 971.029297
	Iteration 62Q: 3 clusters Score -2693945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -2693943.500000 Penalty: 971.029297
	Iteration 63Q: 3 clusters Score -2693944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -2693948.000000 Penalty: 971.029297
	Iteration 64Q: 3 clusters Score -2693948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -2693949.750000 Penalty: 971.029297
	Iteration 65Q: 3 clusters Score -2693950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -2693953.750000 Penalty: 971.029297
	Iteration 66Q: 3 clusters Score -2693954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -2693951.250000 Penalty: 971.029297
	Iteration 67Q: 3 clusters Score -2693951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -2693949.500000 Penalty: 971.029297
	Iteration 68Q: 3 clusters Score -2693950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -2693949.750000 Penalty: 971.029297
	Iteration 69Q: 3 clusters Score -2693950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -2693949.500000 Penalty: 971.029297
	Iteration 70Q: 3 clusters Score -2693950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -2693952.000000 Penalty: 971.029297
	Iteration 71Q: 3 clusters Score -2693952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -2693950.250000 Penalty: 971.029297
	Iteration 72Q: 3 clusters Score -2693950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -2693953.000000 Penalty: 971.029297
	Iteration 73Q: 3 clusters Score -2693953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -2693953.250000 Penalty: 971.029297
	Iteration 74Q: 3 clusters Score -2693953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -2693947.000000 Penalty: 971.029297
	Iteration 75Q: 3 clusters Score -2693947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -2693947.000000 Penalty: 971.029297
	Iteration 76F: 3 clusters Score -2693947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -113296.804688 Penalty: 344.642395
	Iteration 0F: 2 clusters Score -113296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -111896.554688 Penalty: 689.284790
	Iteration 0F: 3 clusters Score -111896.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -112334.421875 Penalty: 689.284790
	Iteration 1F: 3 clusters Score -112334.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112404.546875 Penalty: 689.284790
	Iteration 2F: 3 clusters Score -112404.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -112481.804688 Penalty: 689.284790
	Iteration 3F: 3 clusters Score -112481.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112594.812500 Penalty: 689.284790
	Iteration 4F: 3 clusters Score -112594.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112727.250000 Penalty: 689.284790
	Iteration 5F: 3 clusters Score -112727.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112839.445312 Penalty: 689.284790
	Iteration 6F: 3 clusters Score -112839.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112938.054688 Penalty: 689.284790
	Iteration 7F: 3 clusters Score -112938.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113002.367188 Penalty: 689.284790
	Iteration 8Q: 3 clusters Score -113002.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113040.820312 Penalty: 689.284790
	Iteration 9Q: 3 clusters Score -113040.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113057.304688 Penalty: 689.284790
	Iteration 10Q: 3 clusters Score -113057.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113068.554688 Penalty: 689.284790
	Iteration 11Q: 3 clusters Score -113068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113078.820312 Penalty: 689.284790
	Iteration 12Q: 3 clusters Score -113078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113086.625000 Penalty: 689.284790
	Iteration 13Q: 3 clusters Score -113086.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113093.484375 Penalty: 689.284790
	Iteration 14Q: 3 clusters Score -113093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113099.757812 Penalty: 689.284790
	Iteration 15Q: 3 clusters Score -113099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113109.156250 Penalty: 689.284790
	Iteration 16Q: 3 clusters Score -113109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113115.953125 Penalty: 689.284790
	Iteration 17Q: 3 clusters Score -113116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113122.156250 Penalty: 689.284790
	Iteration 18Q: 3 clusters Score -113122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113126.695312 Penalty: 689.284790
	Iteration 19Q: 3 clusters Score -113126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113129.437500 Penalty: 689.284790
	Iteration 20F: 3 clusters Score -113129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113130.882812 Penalty: 689.284790
	Iteration 21Q: 3 clusters Score -113130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113131.406250 Penalty: 689.284790
	Iteration 22Q: 3 clusters Score -113131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113131.921875 Penalty: 689.284790
	Iteration 23Q: 3 clusters Score -113131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113133.710938 Penalty: 689.284790
	Iteration 24Q: 3 clusters Score -113133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113134.875000 Penalty: 689.284790
	Iteration 25Q: 3 clusters Score -113134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113136.953125 Penalty: 689.284790
	Iteration 26Q: 3 clusters Score -113137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -113137.625000 Penalty: 689.284790
	Iteration 27Q: 3 clusters Score -113137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113137.812500 Penalty: 689.284790
	Iteration 28Q: 3 clusters Score -113137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113137.812500 Penalty: 689.284790
	Iteration 29F: 3 clusters Score -113137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -105664.523438 Penalty: 340.538788
	Iteration 0F: 2 clusters Score -105664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -104364.062500 Penalty: 681.077576
	Iteration 0F: 3 clusters Score -104364.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -104831.804688 Penalty: 681.077576
	Iteration 1F: 3 clusters Score -104831.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -104915.898438 Penalty: 681.077576
	Iteration 2F: 3 clusters Score -104915.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -104985.882812 Penalty: 681.077576
	Iteration 3F: 3 clusters Score -104985.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -105039.234375 Penalty: 681.077576
	Iteration 4F: 3 clusters Score -105039.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -105064.132812 Penalty: 681.077576
	Iteration 5Q: 3 clusters Score -105064.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -105079.679688 Penalty: 681.077576
	Iteration 6Q: 3 clusters Score -105079.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -105098.890625 Penalty: 681.077576
	Iteration 7Q: 3 clusters Score -105098.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -105115.531250 Penalty: 681.077576
	Iteration 8Q: 3 clusters Score -105115.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -105135.367188 Penalty: 681.077576
	Iteration 9Q: 3 clusters Score -105135.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -105159.015625 Penalty: 681.077576
	Iteration 10Q: 3 clusters Score -105159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -105184.085938 Penalty: 681.077576
	Iteration 11Q: 3 clusters Score -105184.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -105205.054688 Penalty: 681.077576
	Iteration 12Q: 3 clusters Score -105205.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -105222.296875 Penalty: 681.077576
	Iteration 13Q: 3 clusters Score -105222.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -105230.289062 Penalty: 681.077576
	Iteration 14Q: 3 clusters Score -105230.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -105234.093750 Penalty: 681.077576
	Iteration 15Q: 3 clusters Score -105234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -105237.171875 Penalty: 681.077576
	Iteration 16Q: 3 clusters Score -105237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -105241.265625 Penalty: 681.077576
	Iteration 17Q: 3 clusters Score -105241.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -105243.898438 Penalty: 681.077576
	Iteration 18Q: 3 clusters Score -105243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -105247.484375 Penalty: 681.077576
	Iteration 19Q: 3 clusters Score -105247.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -105250.750000 Penalty: 681.077576
	Iteration 20F: 3 clusters Score -105250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -105252.992188 Penalty: 681.077576
	Iteration 21Q: 3 clusters Score -105253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -105255.062500 Penalty: 681.077576
	Iteration 22Q: 3 clusters Score -105255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -105257.210938 Penalty: 681.077576
	Iteration 23Q: 3 clusters Score -105257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -105259.117188 Penalty: 681.077576
	Iteration 24Q: 3 clusters Score -105259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -105260.671875 Penalty: 681.077576
	Iteration 25Q: 3 clusters Score -105260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -105267.023438 Penalty: 681.077576
	Iteration 26Q: 3 clusters Score -105267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -105275.265625 Penalty: 681.077576
	Iteration 27Q: 3 clusters Score -105275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -105291.437500 Penalty: 681.077576
	Iteration 28Q: 3 clusters Score -105291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -105297.468750 Penalty: 681.077576
	Iteration 29Q: 3 clusters Score -105297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -105301.320312 Penalty: 681.077576
	Iteration 30Q: 3 clusters Score -105301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -105306.648438 Penalty: 681.077576
	Iteration 31Q: 3 clusters Score -105306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -105310.554688 Penalty: 681.077576
	Iteration 32Q: 3 clusters Score -105310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -105311.070312 Penalty: 681.077576
	Iteration 33Q: 3 clusters Score -105311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -105311.218750 Penalty: 681.077576
	Iteration 34Q: 3 clusters Score -105311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -105311.218750 Penalty: 681.077576
	Iteration 35F: 3 clusters Score -105311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -167089.187500 Penalty: 362.856903
	Iteration 0F: 2 clusters Score -167089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -165121.421875 Penalty: 725.713806
	Iteration 0F: 3 clusters Score -165121.4 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -165737.828125 Penalty: 725.713806
	Iteration 1F: 3 clusters Score -165737.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -165873.406250 Penalty: 725.713806
	Iteration 2F: 3 clusters Score -165873.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -165994.453125 Penalty: 725.713806
	Iteration 3F: 3 clusters Score -165994.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -166118.734375 Penalty: 725.713806
	Iteration 4F: 3 clusters Score -166118.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -166237.609375 Penalty: 725.713806
	Iteration 5F: 3 clusters Score -166237.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -166355.562500 Penalty: 725.713806
	Iteration 6F: 3 clusters Score -166355.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -166436.109375 Penalty: 725.713806
	Iteration 7Q: 3 clusters Score -166436.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -166491.093750 Penalty: 725.713806
	Iteration 8Q: 3 clusters Score -166491.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -166527.562500 Penalty: 725.713806
	Iteration 9Q: 3 clusters Score -166527.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166551.640625 Penalty: 725.713806
	Iteration 10Q: 3 clusters Score -166551.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -166571.906250 Penalty: 725.713806
	Iteration 11Q: 3 clusters Score -166571.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166585.437500 Penalty: 725.713806
	Iteration 12Q: 3 clusters Score -166585.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -166597.093750 Penalty: 725.713806
	Iteration 13Q: 3 clusters Score -166597.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -166607.453125 Penalty: 725.713806
	Iteration 14Q: 3 clusters Score -166607.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -166616.718750 Penalty: 725.713806
	Iteration 15Q: 3 clusters Score -166616.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166626.359375 Penalty: 725.713806
	Iteration 16Q: 3 clusters Score -166626.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166636.125000 Penalty: 725.713806
	Iteration 17Q: 3 clusters Score -166636.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166649.828125 Penalty: 725.713806
	Iteration 18Q: 3 clusters Score -166649.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166662.156250 Penalty: 725.713806
	Iteration 19Q: 3 clusters Score -166662.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166670.281250 Penalty: 725.713806
	Iteration 20F: 3 clusters Score -166670.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -166678.187500 Penalty: 725.713806
	Iteration 21Q: 3 clusters Score -166678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -166686.406250 Penalty: 725.713806
	Iteration 22Q: 3 clusters Score -166686.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166697.593750 Penalty: 725.713806
	Iteration 23Q: 3 clusters Score -166697.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166710.359375 Penalty: 725.713806
	Iteration 24Q: 3 clusters Score -166710.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -166719.046875 Penalty: 725.713806
	Iteration 25Q: 3 clusters Score -166719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -166725.828125 Penalty: 725.713806
	Iteration 26Q: 3 clusters Score -166725.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166732.718750 Penalty: 725.713806
	Iteration 27Q: 3 clusters Score -166732.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -166740.578125 Penalty: 725.713806
	Iteration 28Q: 3 clusters Score -166740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166746.656250 Penalty: 725.713806
	Iteration 29Q: 3 clusters Score -166746.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166752.203125 Penalty: 725.713806
	Iteration 30Q: 3 clusters Score -166752.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166757.781250 Penalty: 725.713806
	Iteration 31Q: 3 clusters Score -166757.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -166765.875000 Penalty: 725.713806
	Iteration 32Q: 3 clusters Score -166765.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -166772.796875 Penalty: 725.713806
	Iteration 33Q: 3 clusters Score -166772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -166776.125000 Penalty: 725.713806
	Iteration 34Q: 3 clusters Score -166776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -166779.312500 Penalty: 725.713806
	Iteration 35Q: 3 clusters Score -166779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -166783.484375 Penalty: 725.713806
	Iteration 36Q: 3 clusters Score -166783.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -166790.359375 Penalty: 725.713806
	Iteration 37Q: 3 clusters Score -166790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -166801.281250 Penalty: 725.713806
	Iteration 38Q: 3 clusters Score -166801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -166815.078125 Penalty: 725.713806
	Iteration 39Q: 3 clusters Score -166815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -166823.953125 Penalty: 725.713806
	Iteration 40F: 3 clusters Score -166824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -166826.812500 Penalty: 725.713806
	Iteration 41Q: 3 clusters Score -166826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -166828.921875 Penalty: 725.713806
	Iteration 42Q: 3 clusters Score -166828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -166829.640625 Penalty: 725.713806
	Iteration 43Q: 3 clusters Score -166829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -166831.437500 Penalty: 725.713806
	Iteration 44Q: 3 clusters Score -166831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -166832.218750 Penalty: 725.713806
	Iteration 45Q: 3 clusters Score -166832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -166833.140625 Penalty: 725.713806
	Iteration 46Q: 3 clusters Score -166833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -166836.781250 Penalty: 725.713806
	Iteration 47Q: 3 clusters Score -166836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -166842.421875 Penalty: 725.713806
	Iteration 48Q: 3 clusters Score -166842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -166848.062500 Penalty: 725.713806
	Iteration 49Q: 3 clusters Score -166848.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -166851.531250 Penalty: 725.713806
	Iteration 50Q: 3 clusters Score -166851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -166852.593750 Penalty: 725.713806
	Iteration 51Q: 3 clusters Score -166852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -166853.687500 Penalty: 725.713806
	Iteration 52Q: 3 clusters Score -166853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -166854.734375 Penalty: 725.713806
	Iteration 53Q: 3 clusters Score -166854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -166855.578125 Penalty: 725.713806
	Iteration 54Q: 3 clusters Score -166855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -166855.578125 Penalty: 725.713806
	Iteration 55F: 3 clusters Score -166855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -176275.187500 Penalty: 359.714386
	Iteration 0F: 2 clusters Score -176275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -174361.968750 Penalty: 719.428772
	Iteration 0F: 3 clusters Score -174362 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175096.140625 Penalty: 719.428772
	Iteration 1F: 3 clusters Score -175096.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -175210.765625 Penalty: 719.428772
	Iteration 2F: 3 clusters Score -175210.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -175327.078125 Penalty: 719.428772
	Iteration 3F: 3 clusters Score -175327.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -175436.203125 Penalty: 719.428772
	Iteration 4F: 3 clusters Score -175436.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -175508.187500 Penalty: 719.428772
	Iteration 5F: 3 clusters Score -175508.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -175543.984375 Penalty: 719.428772
	Iteration 6Q: 3 clusters Score -175544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -175570.125000 Penalty: 719.428772
	Iteration 7Q: 3 clusters Score -175570.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -175593.140625 Penalty: 719.428772
	Iteration 8Q: 3 clusters Score -175593.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -175605.546875 Penalty: 719.428772
	Iteration 9Q: 3 clusters Score -175605.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -175615.968750 Penalty: 719.428772
	Iteration 10Q: 3 clusters Score -175616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -175627.421875 Penalty: 719.428772
	Iteration 11Q: 3 clusters Score -175627.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -175639.562500 Penalty: 719.428772
	Iteration 12Q: 3 clusters Score -175639.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -175656.484375 Penalty: 719.428772
	Iteration 13Q: 3 clusters Score -175656.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -175672.328125 Penalty: 719.428772
	Iteration 14Q: 3 clusters Score -175672.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -175687.171875 Penalty: 719.428772
	Iteration 15Q: 3 clusters Score -175687.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -175700.718750 Penalty: 719.428772
	Iteration 16Q: 3 clusters Score -175700.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -175720.890625 Penalty: 719.428772
	Iteration 17Q: 3 clusters Score -175720.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -175739.062500 Penalty: 719.428772
	Iteration 18Q: 3 clusters Score -175739.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -175756.390625 Penalty: 719.428772
	Iteration 19Q: 3 clusters Score -175756.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -175776.156250 Penalty: 719.428772
	Iteration 20F: 3 clusters Score -175776.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -175798.937500 Penalty: 719.428772
	Iteration 21Q: 3 clusters Score -175798.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -175813.765625 Penalty: 719.428772
	Iteration 22Q: 3 clusters Score -175813.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -175825.734375 Penalty: 719.428772
	Iteration 23Q: 3 clusters Score -175825.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -175834.687500 Penalty: 719.428772
	Iteration 24Q: 3 clusters Score -175834.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -175841.187500 Penalty: 719.428772
	Iteration 25Q: 3 clusters Score -175841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -175845.046875 Penalty: 719.428772
	Iteration 26Q: 3 clusters Score -175845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -175848.625000 Penalty: 719.428772
	Iteration 27Q: 3 clusters Score -175848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -175852.656250 Penalty: 719.428772
	Iteration 28Q: 3 clusters Score -175852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -175855.515625 Penalty: 719.428772
	Iteration 29Q: 3 clusters Score -175855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -175858.750000 Penalty: 719.428772
	Iteration 30Q: 3 clusters Score -175858.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -175862.296875 Penalty: 719.428772
	Iteration 31Q: 3 clusters Score -175862.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -175865.875000 Penalty: 719.428772
	Iteration 32Q: 3 clusters Score -175865.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -175872.812500 Penalty: 719.428772
	Iteration 33Q: 3 clusters Score -175872.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -175880.828125 Penalty: 719.428772
	Iteration 34Q: 3 clusters Score -175880.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -175885.484375 Penalty: 719.428772
	Iteration 35Q: 3 clusters Score -175885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -175889.890625 Penalty: 719.428772
	Iteration 36Q: 3 clusters Score -175889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -175897.656250 Penalty: 719.428772
	Iteration 37Q: 3 clusters Score -175897.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -175904.625000 Penalty: 719.428772
	Iteration 38Q: 3 clusters Score -175904.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -175908.687500 Penalty: 719.428772
	Iteration 39Q: 3 clusters Score -175908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -175910.453125 Penalty: 719.428772
	Iteration 40F: 3 clusters Score -175910.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -175914.078125 Penalty: 719.428772
	Iteration 41Q: 3 clusters Score -175914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -175917.984375 Penalty: 719.428772
	Iteration 42Q: 3 clusters Score -175918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -175922.593750 Penalty: 719.428772
	Iteration 43Q: 3 clusters Score -175922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -175929.015625 Penalty: 719.428772
	Iteration 44Q: 3 clusters Score -175929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -175934.703125 Penalty: 719.428772
	Iteration 45Q: 3 clusters Score -175934.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -175941.781250 Penalty: 719.428772
	Iteration 46Q: 3 clusters Score -175941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -175948.578125 Penalty: 719.428772
	Iteration 47Q: 3 clusters Score -175948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -175955.593750 Penalty: 719.428772
	Iteration 48Q: 3 clusters Score -175955.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -175965.031250 Penalty: 719.428772
	Iteration 49Q: 3 clusters Score -175965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -175972.578125 Penalty: 719.428772
	Iteration 50Q: 3 clusters Score -175972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -175979.734375 Penalty: 719.428772
	Iteration 51Q: 3 clusters Score -175979.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -175987.375000 Penalty: 719.428772
	Iteration 52Q: 3 clusters Score -175987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -175993.656250 Penalty: 719.428772
	Iteration 53Q: 3 clusters Score -175993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -176003.859375 Penalty: 719.428772
	Iteration 54Q: 3 clusters Score -176003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -176011.625000 Penalty: 719.428772
	Iteration 55Q: 3 clusters Score -176011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -176021.593750 Penalty: 719.428772
	Iteration 56Q: 3 clusters Score -176021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -176026.078125 Penalty: 719.428772
	Iteration 57Q: 3 clusters Score -176026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -176030.703125 Penalty: 719.428772
	Iteration 58Q: 3 clusters Score -176030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -176033.781250 Penalty: 719.428772
	Iteration 59Q: 3 clusters Score -176033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -176036.453125 Penalty: 719.428772
	Iteration 60F: 3 clusters Score -176036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -176040.937500 Penalty: 719.428772
	Iteration 61Q: 3 clusters Score -176040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -176044.156250 Penalty: 719.428772
	Iteration 62Q: 3 clusters Score -176044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -176045.453125 Penalty: 719.428772
	Iteration 63Q: 3 clusters Score -176045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -176046.187500 Penalty: 719.428772
	Iteration 64Q: 3 clusters Score -176046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -176047.437500 Penalty: 719.428772
	Iteration 65Q: 3 clusters Score -176047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -176048.765625 Penalty: 719.428772
	Iteration 66Q: 3 clusters Score -176048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -176049.328125 Penalty: 719.428772
	Iteration 67Q: 3 clusters Score -176049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -176049.890625 Penalty: 719.428772
	Iteration 68Q: 3 clusters Score -176049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -176050.156250 Penalty: 719.428772
	Iteration 69Q: 3 clusters Score -176050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -176050.312500 Penalty: 719.428772
	Iteration 70Q: 3 clusters Score -176050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -176050.531250 Penalty: 719.428772
	Iteration 71Q: 3 clusters Score -176050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -176050.687500 Penalty: 719.428772
	Iteration 72Q: 3 clusters Score -176050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -176050.515625 Penalty: 719.428772
	Iteration 73Q: 3 clusters Score -176050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -176050.515625 Penalty: 719.428772
	Iteration 74F: 3 clusters Score -176050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -360690.593750 Penalty: 395.186432
	Iteration 0F: 2 clusters Score -360690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -356671.593750 Penalty: 790.372864
	Iteration 0F: 3 clusters Score -356671.6 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -358156.812500 Penalty: 790.372864
	Iteration 1F: 3 clusters Score -358156.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -358318.781250 Penalty: 790.372864
	Iteration 2F: 3 clusters Score -358318.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -358475.687500 Penalty: 790.372864
	Iteration 3F: 3 clusters Score -358475.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -358631.375000 Penalty: 790.372864
	Iteration 4F: 3 clusters Score -358631.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -358803.250000 Penalty: 790.372864
	Iteration 5Q: 3 clusters Score -358803.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -359006.468750 Penalty: 790.372864
	Iteration 6Q: 3 clusters Score -359006.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -359222.281250 Penalty: 790.372864
	Iteration 7Q: 3 clusters Score -359222.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -359453.531250 Penalty: 790.372864
	Iteration 8Q: 3 clusters Score -359453.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -359626.000000 Penalty: 790.372864
	Iteration 9Q: 3 clusters Score -359626 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -359717.750000 Penalty: 790.372864
	Iteration 10Q: 3 clusters Score -359717.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -359768.468750 Penalty: 790.372864
	Iteration 11Q: 3 clusters Score -359768.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -359795.218750 Penalty: 790.372864
	Iteration 12Q: 3 clusters Score -359795.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -359835.468750 Penalty: 790.372864
	Iteration 13Q: 3 clusters Score -359835.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -359873.781250 Penalty: 790.372864
	Iteration 14Q: 3 clusters Score -359873.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -359914.062500 Penalty: 790.372864
	Iteration 15Q: 3 clusters Score -359914.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -359944.343750 Penalty: 790.372864
	Iteration 16Q: 3 clusters Score -359944.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -359971.687500 Penalty: 790.372864
	Iteration 17Q: 3 clusters Score -359971.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -360003.562500 Penalty: 790.372864
	Iteration 18Q: 3 clusters Score -360003.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -360029.250000 Penalty: 790.372864
	Iteration 19Q: 3 clusters Score -360029.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -360052.718750 Penalty: 790.372864
	Iteration 20F: 3 clusters Score -360052.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -360076.437500 Penalty: 790.372864
	Iteration 21Q: 3 clusters Score -360076.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -360103.531250 Penalty: 790.372864
	Iteration 22Q: 3 clusters Score -360103.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -360123.625000 Penalty: 790.372864
	Iteration 23Q: 3 clusters Score -360123.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -360144.218750 Penalty: 790.372864
	Iteration 24Q: 3 clusters Score -360144.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -360160.093750 Penalty: 790.372864
	Iteration 25Q: 3 clusters Score -360160.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -360171.687500 Penalty: 790.372864
	Iteration 26Q: 3 clusters Score -360171.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -360183.218750 Penalty: 790.372864
	Iteration 27Q: 3 clusters Score -360183.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -360193.906250 Penalty: 790.372864
	Iteration 28Q: 3 clusters Score -360193.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -360205.312500 Penalty: 790.372864
	Iteration 29Q: 3 clusters Score -360205.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -360215.718750 Penalty: 790.372864
	Iteration 30Q: 3 clusters Score -360215.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -360226.593750 Penalty: 790.372864
	Iteration 31Q: 3 clusters Score -360226.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -360235.343750 Penalty: 790.372864
	Iteration 32Q: 3 clusters Score -360235.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -360241.968750 Penalty: 790.372864
	Iteration 33Q: 3 clusters Score -360242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -360249.968750 Penalty: 790.372864
	Iteration 34Q: 3 clusters Score -360250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -360253.500000 Penalty: 790.372864
	Iteration 35Q: 3 clusters Score -360253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -360256.343750 Penalty: 790.372864
	Iteration 36Q: 3 clusters Score -360256.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -360262.062500 Penalty: 790.372864
	Iteration 37Q: 3 clusters Score -360262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -360268.031250 Penalty: 790.372864
	Iteration 38Q: 3 clusters Score -360268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -360274.843750 Penalty: 790.372864
	Iteration 39Q: 3 clusters Score -360274.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -360283.562500 Penalty: 790.372864
	Iteration 40F: 3 clusters Score -360283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -360291.312500 Penalty: 790.372864
	Iteration 41Q: 3 clusters Score -360291.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -360298.937500 Penalty: 790.372864
	Iteration 42Q: 3 clusters Score -360298.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -360303.968750 Penalty: 790.372864
	Iteration 43Q: 3 clusters Score -360304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -360309.187500 Penalty: 790.372864
	Iteration 44Q: 3 clusters Score -360309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -360314.000000 Penalty: 790.372864
	Iteration 45Q: 3 clusters Score -360314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -360315.062500 Penalty: 790.372864
	Iteration 46Q: 3 clusters Score -360315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -360315.875000 Penalty: 790.372864
	Iteration 47Q: 3 clusters Score -360315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -360316.687500 Penalty: 790.372864
	Iteration 48Q: 3 clusters Score -360316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -360317.531250 Penalty: 790.372864
	Iteration 49Q: 3 clusters Score -360317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -360318.125000 Penalty: 790.372864
	Iteration 50Q: 3 clusters Score -360318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -360318.125000 Penalty: 790.372864
	Iteration 51F: 3 clusters Score -360318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -44158.945312 Penalty: 306.152588
	Iteration 0F: 2 clusters Score -44158.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43441.945312 Penalty: 612.305176
	Iteration 0F: 3 clusters Score -43441.95 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43678.257812 Penalty: 612.305176
	Iteration 1F: 3 clusters Score -43678.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43739.839844 Penalty: 612.305176
	Iteration 2F: 3 clusters Score -43739.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43774.472656 Penalty: 612.305176
	Iteration 3F: 3 clusters Score -43774.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43802.500000 Penalty: 612.305176
	Iteration 4Q: 3 clusters Score -43802.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43826.015625 Penalty: 612.305176
	Iteration 5Q: 3 clusters Score -43826.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43848.609375 Penalty: 612.305176
	Iteration 6Q: 3 clusters Score -43848.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43862.109375 Penalty: 612.305176
	Iteration 7Q: 3 clusters Score -43862.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43870.746094 Penalty: 612.305176
	Iteration 8Q: 3 clusters Score -43870.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43881.285156 Penalty: 612.305176
	Iteration 9Q: 3 clusters Score -43881.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43889.359375 Penalty: 612.305176
	Iteration 10Q: 3 clusters Score -43889.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43900.320312 Penalty: 612.305176
	Iteration 11Q: 3 clusters Score -43900.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43910.101562 Penalty: 612.305176
	Iteration 12Q: 3 clusters Score -43910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43917.402344 Penalty: 612.305176
	Iteration 13Q: 3 clusters Score -43917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43919.871094 Penalty: 612.305176
	Iteration 14Q: 3 clusters Score -43919.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43922.437500 Penalty: 612.305176
	Iteration 15Q: 3 clusters Score -43922.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43923.984375 Penalty: 612.305176
	Iteration 16Q: 3 clusters Score -43923.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43926.937500 Penalty: 612.305176
	Iteration 17Q: 3 clusters Score -43926.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43928.875000 Penalty: 612.305176
	Iteration 18Q: 3 clusters Score -43928.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43929.523438 Penalty: 612.305176
	Iteration 19Q: 3 clusters Score -43929.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43930.921875 Penalty: 612.305176
	Iteration 20F: 3 clusters Score -43930.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43931.890625 Penalty: 612.305176
	Iteration 21Q: 3 clusters Score -43931.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43932.394531 Penalty: 612.305176
	Iteration 22Q: 3 clusters Score -43932.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43932.628906 Penalty: 612.305176
	Iteration 23Q: 3 clusters Score -43932.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43933.378906 Penalty: 612.305176
	Iteration 24Q: 3 clusters Score -43933.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43933.468750 Penalty: 612.305176
	Iteration 25Q: 3 clusters Score -43933.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43933.468750 Penalty: 612.305176
	Iteration 26F: 3 clusters Score -43933.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -192595.218750 Penalty: 362.935089
	Iteration 0F: 2 clusters Score -192595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -190552.125000 Penalty: 725.870178
	Iteration 0F: 3 clusters Score -190552.1 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -191274.531250 Penalty: 725.870178
	Iteration 1F: 3 clusters Score -191274.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -191386.109375 Penalty: 725.870178
	Iteration 2F: 3 clusters Score -191386.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191507.171875 Penalty: 725.870178
	Iteration 3F: 3 clusters Score -191507.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191655.953125 Penalty: 725.870178
	Iteration 4F: 3 clusters Score -191656 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191814.187500 Penalty: 725.870178
	Iteration 5F: 3 clusters Score -191814.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -191960.296875 Penalty: 725.870178
	Iteration 6F: 3 clusters Score -191960.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -192084.875000 Penalty: 725.870178
	Iteration 7Q: 3 clusters Score -192084.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -192165.843750 Penalty: 725.870178
	Iteration 8Q: 3 clusters Score -192165.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -192218.171875 Penalty: 725.870178
	Iteration 9Q: 3 clusters Score -192218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -192241.609375 Penalty: 725.870178
	Iteration 10Q: 3 clusters Score -192241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -192258.765625 Penalty: 725.870178
	Iteration 11Q: 3 clusters Score -192258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -192265.875000 Penalty: 725.870178
	Iteration 12Q: 3 clusters Score -192265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -192270.468750 Penalty: 725.870178
	Iteration 13Q: 3 clusters Score -192270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -192276.546875 Penalty: 725.870178
	Iteration 14Q: 3 clusters Score -192276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -192280.640625 Penalty: 725.870178
	Iteration 15Q: 3 clusters Score -192280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -192283.406250 Penalty: 725.870178
	Iteration 16Q: 3 clusters Score -192283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -192284.343750 Penalty: 725.870178
	Iteration 17Q: 3 clusters Score -192284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -192285.109375 Penalty: 725.870178
	Iteration 18Q: 3 clusters Score -192285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -192285.109375 Penalty: 725.870178
	Iteration 19F: 3 clusters Score -192285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Entering Unmasked Estep 
Score: -408123.531250 Penalty: 396.818085
	Iteration 0F: 2 clusters Score -408123.5 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 3068 members 
Entering Unmasked Estep 
Score: -403959.968750 Penalty: 793.636169
	Iteration 0F: 3 clusters Score -403960 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -405566.562500 Penalty: 793.636169
	Iteration 1F: 3 clusters Score -405566.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -405687.875000 Penalty: 793.636169
	Iteration 2Q: 3 clusters Score -405687.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -405799.718750 Penalty: 793.636169
	Iteration 3Q: 3 clusters Score -405799.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -405926.093750 Penalty: 793.636169
	Iteration 4Q: 3 clusters Score -405926.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -406075.562500 Penalty: 793.636169
	Iteration 5F: 3 clusters Score -406075.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -406266.500000 Penalty: 793.636169
	Iteration 6F: 3 clusters Score -406266.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -406526.687500 Penalty: 793.636169
	Iteration 7F: 3 clusters Score -406526.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -406851.562500 Penalty: 793.636169
	Iteration 8F: 3 clusters Score -406851.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -407167.750000 Penalty: 793.636169
	Iteration 9F: 3 clusters Score -407167.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -407427.562500 Penalty: 793.636169
	Iteration 10Q: 3 clusters Score -407427.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -407595.031250 Penalty: 793.636169
	Iteration 11Q: 3 clusters Score -407595 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -407696.625000 Penalty: 793.636169
	Iteration 12Q: 3 clusters Score -407696.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -407772.531250 Penalty: 793.636169
	Iteration 13Q: 3 clusters Score -407772.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -407811.625000 Penalty: 793.636169
	Iteration 14Q: 3 clusters Score -407811.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -407836.718750 Penalty: 793.636169
	Iteration 15Q: 3 clusters Score -407836.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -407850.281250 Penalty: 793.636169
	Iteration 16Q: 3 clusters Score -407850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -407859.375000 Penalty: 793.636169
	Iteration 17Q: 3 clusters Score -407859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -407863.937500 Penalty: 793.636169
	Iteration 18Q: 3 clusters Score -407863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -407868.000000 Penalty: 793.636169
	Iteration 19Q: 3 clusters Score -407868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -407872.093750 Penalty: 793.636169
	Iteration 20F: 3 clusters Score -407872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -407877.968750 Penalty: 793.636169
	Iteration 21Q: 3 clusters Score -407878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -407882.312500 Penalty: 793.636169
	Iteration 22Q: 3 clusters Score -407882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -407886.250000 Penalty: 793.636169
	Iteration 23Q: 3 clusters Score -407886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -407888.968750 Penalty: 793.636169
	Iteration 24Q: 3 clusters Score -407889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -407889.750000 Penalty: 793.636169
	Iteration 25Q: 3 clusters Score -407889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -407894.218750 Penalty: 793.636169
	Iteration 26Q: 3 clusters Score -407894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -407896.718750 Penalty: 793.636169
	Iteration 27Q: 3 clusters Score -407896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -407897.093750 Penalty: 793.636169
	Iteration 28Q: 3 clusters Score -407897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -407897.375000 Penalty: 793.636169
	Iteration 29Q: 3 clusters Score -407897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -407898.000000 Penalty: 793.636169
	Iteration 30Q: 3 clusters Score -407898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -407899.875000 Penalty: 793.636169
	Iteration 31Q: 3 clusters Score -407899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -407900.250000 Penalty: 793.636169
	Iteration 32Q: 3 clusters Score -407900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -407900.250000 Penalty: 793.636169
	Iteration 33F: 3 clusters Score -407900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -45291.015625 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -45291.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44615.015625 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -44615.02 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -44809.164062 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -44809.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -44846.406250 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -44846.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -44867.046875 Penalty: 606.693054
	Iteration 3Q: 3 clusters Score -44867.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44892.152344 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -44892.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44917.714844 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -44917.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44941.207031 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -44941.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44959.687500 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -44959.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44973.636719 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -44973.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44982.730469 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -44982.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44987.824219 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -44987.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -44992.117188 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -44992.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -44994.859375 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -44994.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -44996.316406 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -44996.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44996.648438 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -44996.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44997.386719 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -44997.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44998.382812 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -44998.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44998.382812 Penalty: 606.693054
	Iteration 17F: 3 clusters Score -44998.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 43479 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 16461 members 
Mstep: Class 10 contains 74689 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 168582 members 
Mstep: Class 14 contains 47243 members 
Mstep: Class 15 contains 31969 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 75536 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 39822 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 43073 members 
Mstep: Class 25 contains 1948 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 2907 members 
Mstep: Class 28 contains 2713 members 
Mstep: Class 29 contains 5916 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 6132 members 
Mstep: Class 33 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214188.000000 Penalty: 20813.578125
Iteration 119Q: 35 clusters Score -4.221419e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 24155 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 641 members 
Mstep: Class 9 contains 16459 members 
Mstep: Class 10 contains 75483 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16865 members 
Mstep: Class 13 contains 168423 members 
Mstep: Class 14 contains 47193 members 
Mstep: Class 15 contains 32447 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 75453 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 569 members 
Mstep: Class 20 contains 39753 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 42926 members 
Mstep: Class 25 contains 1956 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 2909 members 
Mstep: Class 28 contains 2675 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2916 members 
Mstep: Class 32 contains 6211 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 41941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42214604.000000 Penalty: 20813.578125
Iteration 120F: 35 clusters Score -4.22146e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 43462 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 24433 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 16467 members 
Mstep: Class 10 contains 75623 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16717 members 
Mstep: Class 13 contains 168343 members 
Mstep: Class 14 contains 47129 members 
Mstep: Class 15 contains 32942 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 75395 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 39673 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 42795 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 5969 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 41936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215096.000000 Penalty: 20813.578125
Iteration 121Q: 35 clusters Score -4.22151e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 43454 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 24761 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 16453 members 
Mstep: Class 10 contains 75565 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16558 members 
Mstep: Class 13 contains 168230 members 
Mstep: Class 14 contains 47061 members 
Mstep: Class 15 contains 33456 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 75333 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 39621 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 42663 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 2921 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 6003 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2625 members 
Mstep: Class 32 contains 6344 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215268.000000 Penalty: 20813.578125
Iteration 122Q: 35 clusters Score -4.221527e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 16446 members 
Mstep: Class 10 contains 75400 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16403 members 
Mstep: Class 13 contains 168092 members 
Mstep: Class 14 contains 46983 members 
Mstep: Class 15 contains 34003 members 
Mstep: Class 16 contains 12247 members 
Mstep: Class 17 contains 75264 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 569 members 
Mstep: Class 20 contains 39551 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 42548 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 2924 members 
Mstep: Class 28 contains 2557 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2524 members 
Mstep: Class 32 contains 6418 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42215780.000000 Penalty: 20813.578125
Iteration 123Q: 35 clusters Score -4.221578e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 43425 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 25413 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 16431 members 
Mstep: Class 10 contains 75167 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16255 members 
Mstep: Class 13 contains 167947 members 
Mstep: Class 14 contains 46922 members 
Mstep: Class 15 contains 34541 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 75213 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 39461 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 42447 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 1685 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 6055 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2454 members 
Mstep: Class 32 contains 6483 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216236.000000 Penalty: 20813.578125
Iteration 124Q: 35 clusters Score -4.221624e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 43417 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 4731 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 25732 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 641 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 74911 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16129 members 
Mstep: Class 13 contains 167784 members 
Mstep: Class 14 contains 46871 members 
Mstep: Class 15 contains 35078 members 
Mstep: Class 16 contains 12311 members 
Mstep: Class 17 contains 75132 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 39373 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 42365 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 6543 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42216524.000000 Penalty: 20813.578125
Iteration 125Q: 35 clusters Score -4.221652e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 43396 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 4714 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 26046 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 16366 members 
Mstep: Class 10 contains 74645 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 16012 members 
Mstep: Class 13 contains 167616 members 
Mstep: Class 14 contains 46798 members 
Mstep: Class 15 contains 35642 members 
Mstep: Class 16 contains 12358 members 
Mstep: Class 17 contains 75055 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 569 members 
Mstep: Class 20 contains 39300 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 42273 members 
Mstep: Class 25 contains 1966 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2357 members 
Mstep: Class 32 contains 6607 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217112.000000 Penalty: 20813.578125
Iteration 126Q: 35 clusters Score -4.221711e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 43360 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 26327 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 16323 members 
Mstep: Class 10 contains 74463 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15933 members 
Mstep: Class 13 contains 167381 members 
Mstep: Class 14 contains 46724 members 
Mstep: Class 15 contains 36228 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 74948 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 42217 members 
Mstep: Class 25 contains 1966 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 2947 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 6670 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217772.000000 Penalty: 20813.578125
Iteration 127Q: 35 clusters Score -4.221777e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 43321 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 26600 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 16286 members 
Mstep: Class 10 contains 74268 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15870 members 
Mstep: Class 13 contains 167170 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 36840 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 74848 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 39134 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 42165 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 6079 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 6727 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 42942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218136.000000 Penalty: 20813.578125
Iteration 128Q: 35 clusters Score -4.221814e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 43287 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 26861 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 622 members 
Mstep: Class 9 contains 16250 members 
Mstep: Class 10 contains 74062 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 166953 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 37431 members 
Mstep: Class 16 contains 12474 members 
Mstep: Class 17 contains 74795 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 572 members 
Mstep: Class 20 contains 39021 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 42112 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 2958 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218688.000000 Penalty: 20813.578125
Iteration 129Q: 35 clusters Score -4.221869e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 43249 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 27096 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 10 contains 73839 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15776 members 
Mstep: Class 13 contains 166865 members 
Mstep: Class 14 contains 46545 members 
Mstep: Class 15 contains 37985 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 74741 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 38911 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 42089 members 
Mstep: Class 25 contains 1976 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 6079 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 6821 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219064.000000 Penalty: 20813.578125
Iteration 130Q: 35 clusters Score -4.221906e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 43215 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 27312 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 621 members 
Mstep: Class 9 contains 16138 members 
Mstep: Class 10 contains 73650 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15729 members 
Mstep: Class 13 contains 166780 members 
Mstep: Class 14 contains 46498 members 
Mstep: Class 15 contains 38493 members 
Mstep: Class 16 contains 12564 members 
Mstep: Class 17 contains 74649 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 38840 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 42067 members 
Mstep: Class 25 contains 1978 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 2953 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2272 members 
Mstep: Class 32 contains 6859 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219416.000000 Penalty: 20813.578125
Iteration 131Q: 35 clusters Score -4.221942e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 43199 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 4653 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 27474 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 16091 members 
Mstep: Class 10 contains 73510 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15695 members 
Mstep: Class 13 contains 166683 members 
Mstep: Class 14 contains 46469 members 
Mstep: Class 15 contains 38970 members 
Mstep: Class 16 contains 12613 members 
Mstep: Class 17 contains 74582 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 38764 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 42033 members 
Mstep: Class 25 contains 1980 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 2951 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 6891 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219716.000000 Penalty: 20813.578125
Iteration 132Q: 35 clusters Score -4.221972e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 43191 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 27669 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 16047 members 
Mstep: Class 10 contains 73386 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 166615 members 
Mstep: Class 14 contains 46427 members 
Mstep: Class 15 contains 39380 members 
Mstep: Class 16 contains 12656 members 
Mstep: Class 17 contains 74505 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 575 members 
Mstep: Class 20 contains 38701 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 5236 members 
Mstep: Class 24 contains 42009 members 
Mstep: Class 25 contains 1982 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 6010 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2259 members 
Mstep: Class 32 contains 6924 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219720.000000 Penalty: 20813.578125
Iteration 133Q: 35 clusters Score -4.221972e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 43191 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 27870 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 9 contains 15977 members 
Mstep: Class 10 contains 73243 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15593 members 
Mstep: Class 13 contains 166597 members 
Mstep: Class 14 contains 46399 members 
Mstep: Class 15 contains 39720 members 
Mstep: Class 16 contains 12706 members 
Mstep: Class 17 contains 74460 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 576 members 
Mstep: Class 20 contains 38674 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 41966 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 2245 members 
Mstep: Class 29 contains 5966 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2256 members 
Mstep: Class 32 contains 6953 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219788.000000 Penalty: 20813.578125
Iteration 134Q: 35 clusters Score -4.221979e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 43193 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 28048 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 9 contains 15916 members 
Mstep: Class 10 contains 73117 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15563 members 
Mstep: Class 13 contains 166625 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 39972 members 
Mstep: Class 16 contains 12741 members 
Mstep: Class 17 contains 74439 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 38686 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 5190 members 
Mstep: Class 24 contains 41916 members 
Mstep: Class 25 contains 1985 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 6982 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219704.000000 Penalty: 20813.578125
Iteration 135Q: 35 clusters Score -4.22197e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 43193 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 28220 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 15862 members 
Mstep: Class 10 contains 73024 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 166750 members 
Mstep: Class 14 contains 46274 members 
Mstep: Class 15 contains 40173 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 74406 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 38697 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 41847 members 
Mstep: Class 25 contains 1990 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 5831 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219620.000000 Penalty: 20813.578125
Iteration 136Q: 35 clusters Score -4.221962e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 43196 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 28395 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 9 contains 15828 members 
Mstep: Class 10 contains 72952 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15538 members 
Mstep: Class 13 contains 166797 members 
Mstep: Class 14 contains 46223 members 
Mstep: Class 15 contains 40336 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 74348 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 575 members 
Mstep: Class 20 contains 38735 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 41782 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 2927 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2251 members 
Mstep: Class 32 contains 7033 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219628.000000 Penalty: 20813.578125
Iteration 137Q: 35 clusters Score -4.221963e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 43195 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 28563 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 72896 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 166849 members 
Mstep: Class 14 contains 46171 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 12867 members 
Mstep: Class 17 contains 74292 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 575 members 
Mstep: Class 20 contains 38789 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 5126 members 
Mstep: Class 24 contains 41717 members 
Mstep: Class 25 contains 1999 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 5710 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2245 members 
Mstep: Class 32 contains 7054 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219680.000000 Penalty: 20813.578125
Iteration 138Q: 35 clusters Score -4.221968e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 43191 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 28719 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 15739 members 
Mstep: Class 10 contains 72838 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15502 members 
Mstep: Class 13 contains 166935 members 
Mstep: Class 14 contains 46130 members 
Mstep: Class 15 contains 40654 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 74218 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 576 members 
Mstep: Class 20 contains 38853 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 5105 members 
Mstep: Class 24 contains 41651 members 
Mstep: Class 25 contains 2005 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 2911 members 
Mstep: Class 28 contains 2203 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2243 members 
Mstep: Class 32 contains 7078 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219596.000000 Penalty: 20813.578125
Iteration 139Q: 35 clusters Score -4.22196e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 43197 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 28875 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 15692 members 
Mstep: Class 10 contains 72764 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 167000 members 
Mstep: Class 14 contains 46100 members 
Mstep: Class 15 contains 40790 members 
Mstep: Class 16 contains 12968 members 
Mstep: Class 17 contains 74137 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 5087 members 
Mstep: Class 24 contains 41554 members 
Mstep: Class 25 contains 2008 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 2903 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2239 members 
Mstep: Class 32 contains 7096 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219704.000000 Penalty: 20813.578125
Iteration 140F: 35 clusters Score -4.22197e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 43200 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29009 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 15651 members 
Mstep: Class 10 contains 72703 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15516 members 
Mstep: Class 13 contains 167072 members 
Mstep: Class 14 contains 46097 members 
Mstep: Class 15 contains 40909 members 
Mstep: Class 16 contains 13018 members 
Mstep: Class 17 contains 74056 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 20 contains 39010 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 41455 members 
Mstep: Class 25 contains 2014 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2233 members 
Mstep: Class 32 contains 7108 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219648.000000 Penalty: 20813.578125
Iteration 141Q: 35 clusters Score -4.221965e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 43207 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29145 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 72661 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15521 members 
Mstep: Class 13 contains 167111 members 
Mstep: Class 14 contains 46111 members 
Mstep: Class 15 contains 41030 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 73982 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 39071 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 41326 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 2172 members 
Mstep: Class 29 contains 5440 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2229 members 
Mstep: Class 32 contains 7115 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219716.000000 Penalty: 20813.578125
Iteration 142Q: 35 clusters Score -4.221972e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 43215 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29271 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 15601 members 
Mstep: Class 10 contains 72630 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 167142 members 
Mstep: Class 14 contains 46126 members 
Mstep: Class 15 contains 41136 members 
Mstep: Class 16 contains 13130 members 
Mstep: Class 17 contains 73899 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 39109 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 41220 members 
Mstep: Class 25 contains 2031 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 2167 members 
Mstep: Class 29 contains 5380 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 7123 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219652.000000 Penalty: 20813.578125
Iteration 143Q: 35 clusters Score -4.221965e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 43228 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29406 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 15572 members 
Mstep: Class 10 contains 72603 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 167135 members 
Mstep: Class 14 contains 46119 members 
Mstep: Class 15 contains 41244 members 
Mstep: Class 16 contains 13188 members 
Mstep: Class 17 contains 73835 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 39165 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 41123 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 2861 members 
Mstep: Class 28 contains 2170 members 
Mstep: Class 29 contains 5317 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2221 members 
Mstep: Class 32 contains 7138 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 43662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219780.000000 Penalty: 20813.578125
Iteration 144Q: 35 clusters Score -4.221978e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 43240 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29563 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 15540 members 
Mstep: Class 10 contains 72551 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 13 contains 167124 members 
Mstep: Class 14 contains 46118 members 
Mstep: Class 15 contains 41349 members 
Mstep: Class 16 contains 13263 members 
Mstep: Class 17 contains 73754 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 39198 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 41041 members 
Mstep: Class 25 contains 2042 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 2852 members 
Mstep: Class 28 contains 2177 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2215 members 
Mstep: Class 32 contains 7148 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 43660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219660.000000 Penalty: 20813.578125
Iteration 145Q: 35 clusters Score -4.221966e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 43249 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29754 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 644 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 72456 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 167111 members 
Mstep: Class 14 contains 46132 members 
Mstep: Class 15 contains 41443 members 
Mstep: Class 16 contains 13327 members 
Mstep: Class 17 contains 73676 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39235 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 40964 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 2841 members 
Mstep: Class 28 contains 2182 members 
Mstep: Class 29 contains 5191 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2210 members 
Mstep: Class 32 contains 7157 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219664.000000 Penalty: 20813.578125
Iteration 146Q: 35 clusters Score -4.221966e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 43261 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 29897 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 15462 members 
Mstep: Class 10 contains 72399 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15536 members 
Mstep: Class 13 contains 167118 members 
Mstep: Class 14 contains 46120 members 
Mstep: Class 15 contains 41545 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 73626 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39278 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 40865 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2188 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2206 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219568.000000 Penalty: 20813.578125
Iteration 147Q: 35 clusters Score -4.221957e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 43268 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30042 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15437 members 
Mstep: Class 10 contains 72328 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15537 members 
Mstep: Class 13 contains 167162 members 
Mstep: Class 14 contains 46097 members 
Mstep: Class 15 contains 41637 members 
Mstep: Class 16 contains 13442 members 
Mstep: Class 17 contains 73567 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 583 members 
Mstep: Class 20 contains 39314 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 40774 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 2190 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 7182 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219508.000000 Penalty: 20813.578125
Iteration 148Q: 35 clusters Score -4.221951e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 43291 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30151 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 72270 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15543 members 
Mstep: Class 13 contains 167217 members 
Mstep: Class 14 contains 46070 members 
Mstep: Class 15 contains 41718 members 
Mstep: Class 16 contains 13500 members 
Mstep: Class 17 contains 73518 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 39343 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 40686 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 2192 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2205 members 
Mstep: Class 32 contains 7198 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219432.000000 Penalty: 20813.578125
Iteration 149Q: 35 clusters Score -4.221943e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 43312 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30272 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 72225 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15553 members 
Mstep: Class 13 contains 167212 members 
Mstep: Class 14 contains 46040 members 
Mstep: Class 15 contains 41802 members 
Mstep: Class 16 contains 13549 members 
Mstep: Class 17 contains 73466 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 39381 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 40616 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 2191 members 
Mstep: Class 29 contains 4977 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2204 members 
Mstep: Class 32 contains 7215 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219476.000000 Penalty: 20813.578125
Iteration 150Q: 35 clusters Score -4.221948e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 43325 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 15393 members 
Mstep: Class 10 contains 72185 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15557 members 
Mstep: Class 13 contains 167218 members 
Mstep: Class 14 contains 46022 members 
Mstep: Class 15 contains 41873 members 
Mstep: Class 16 contains 13596 members 
Mstep: Class 17 contains 73395 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39413 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 40570 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 2192 members 
Mstep: Class 29 contains 4937 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2199 members 
Mstep: Class 32 contains 7228 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219476.000000 Penalty: 20813.578125
Iteration 151Q: 35 clusters Score -4.221948e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 43335 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30526 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 72141 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15554 members 
Mstep: Class 13 contains 167253 members 
Mstep: Class 14 contains 46010 members 
Mstep: Class 15 contains 41949 members 
Mstep: Class 16 contains 13631 members 
Mstep: Class 17 contains 73345 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 591 members 
Mstep: Class 20 contains 39432 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 40512 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 1564 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 4890 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2197 members 
Mstep: Class 32 contains 7245 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219688.000000 Penalty: 20813.578125
Iteration 152Q: 35 clusters Score -4.221969e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 43348 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30638 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 15389 members 
Mstep: Class 10 contains 72080 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 167281 members 
Mstep: Class 14 contains 45991 members 
Mstep: Class 15 contains 42046 members 
Mstep: Class 16 contains 13659 members 
Mstep: Class 17 contains 73318 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 39430 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 40445 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 1560 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 4847 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2195 members 
Mstep: Class 32 contains 7264 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219592.000000 Penalty: 20813.578125
Iteration 153Q: 35 clusters Score -4.221959e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30763 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 72001 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15543 members 
Mstep: Class 13 contains 167323 members 
Mstep: Class 14 contains 45985 members 
Mstep: Class 15 contains 42151 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 73265 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 591 members 
Mstep: Class 20 contains 39429 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 40381 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 1555 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 4806 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2193 members 
Mstep: Class 32 contains 7277 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219496.000000 Penalty: 20813.578125
Iteration 154Q: 35 clusters Score -4.22195e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 43357 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 30875 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 15397 members 
Mstep: Class 10 contains 71946 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 167323 members 
Mstep: Class 14 contains 45985 members 
Mstep: Class 15 contains 42267 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 73233 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 39442 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 40300 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 1548 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 4770 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2191 members 
Mstep: Class 32 contains 7286 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219552.000000 Penalty: 20813.578125
Iteration 155Q: 35 clusters Score -4.221955e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31010 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 670 members 
Mstep: Class 9 contains 15401 members 
Mstep: Class 10 contains 71884 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 167343 members 
Mstep: Class 14 contains 45984 members 
Mstep: Class 15 contains 42356 members 
Mstep: Class 16 contains 13754 members 
Mstep: Class 17 contains 73193 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 20 contains 39452 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4841 members 
Mstep: Class 24 contains 40209 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2190 members 
Mstep: Class 32 contains 7297 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219560.000000 Penalty: 20813.578125
Iteration 156Q: 35 clusters Score -4.221956e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 43360 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31146 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 71813 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 167389 members 
Mstep: Class 14 contains 46004 members 
Mstep: Class 15 contains 42419 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 73139 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 20 contains 39447 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 40118 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 2815 members 
Mstep: Class 28 contains 2199 members 
Mstep: Class 29 contains 4718 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2188 members 
Mstep: Class 32 contains 7304 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219784.000000 Penalty: 20813.578125
Iteration 157Q: 35 clusters Score -4.221978e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 43367 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31309 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 15401 members 
Mstep: Class 10 contains 71711 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15463 members 
Mstep: Class 13 contains 167416 members 
Mstep: Class 14 contains 46017 members 
Mstep: Class 15 contains 42505 members 
Mstep: Class 16 contains 13831 members 
Mstep: Class 17 contains 73102 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 39434 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 40025 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2187 members 
Mstep: Class 32 contains 7312 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219872.000000 Penalty: 20813.578125
Iteration 158Q: 35 clusters Score -4.221987e+07 nChanged 886
Entering ConstructFrom: 
Score: -42219872.000000 Penalty: 20813.578125
Entering ConstructFrom: 
Trying to split cluster 1 (11136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Entering Unmasked Estep 
Score: -707445.437500 Penalty: 423.966217
	Iteration 0F: 2 clusters Score -707445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -699958.875000 Penalty: 847.932434
	Iteration 0F: 3 clusters Score -699958.9 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -703305.937500 Penalty: 847.932434
	Iteration 1F: 3 clusters Score -703305.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -703784.187500 Penalty: 847.932434
	Iteration 2F: 3 clusters Score -703784.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -704432.000000 Penalty: 847.932434
	Iteration 3F: 3 clusters Score -704432 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -705174.875000 Penalty: 847.932434
	Iteration 4F: 3 clusters Score -705174.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -705742.187500 Penalty: 847.932434
	Iteration 5F: 3 clusters Score -705742.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -706086.000000 Penalty: 847.932434
	Iteration 6Q: 3 clusters Score -706086 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -706269.875000 Penalty: 847.932434
	Iteration 7Q: 3 clusters Score -706269.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -706384.625000 Penalty: 847.932434
	Iteration 8Q: 3 clusters Score -706384.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -706457.250000 Penalty: 847.932434
	Iteration 9Q: 3 clusters Score -706457.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -706520.562500 Penalty: 847.932434
	Iteration 10Q: 3 clusters Score -706520.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -706581.062500 Penalty: 847.932434
	Iteration 11Q: 3 clusters Score -706581.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -706637.875000 Penalty: 847.932434
	Iteration 12Q: 3 clusters Score -706637.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -706689.750000 Penalty: 847.932434
	Iteration 13Q: 3 clusters Score -706689.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -706746.500000 Penalty: 847.932434
	Iteration 14Q: 3 clusters Score -706746.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -706803.000000 Penalty: 847.932434
	Iteration 15Q: 3 clusters Score -706803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -706842.625000 Penalty: 847.932434
	Iteration 16Q: 3 clusters Score -706842.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -706872.375000 Penalty: 847.932434
	Iteration 17Q: 3 clusters Score -706872.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -706894.500000 Penalty: 847.932434
	Iteration 18Q: 3 clusters Score -706894.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -706910.937500 Penalty: 847.932434
	Iteration 19Q: 3 clusters Score -706910.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -706920.562500 Penalty: 847.932434
	Iteration 20F: 3 clusters Score -706920.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -706934.937500 Penalty: 847.932434
	Iteration 21Q: 3 clusters Score -706934.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -706945.687500 Penalty: 847.932434
	Iteration 22Q: 3 clusters Score -706945.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -706959.375000 Penalty: 847.932434
	Iteration 23Q: 3 clusters Score -706959.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -706971.000000 Penalty: 847.932434
	Iteration 24Q: 3 clusters Score -706971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -706982.437500 Penalty: 847.932434
	Iteration 25Q: 3 clusters Score -706982.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -706989.812500 Penalty: 847.932434
	Iteration 26Q: 3 clusters Score -706989.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -706993.812500 Penalty: 847.932434
	Iteration 27Q: 3 clusters Score -706993.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -707005.625000 Penalty: 847.932434
	Iteration 28Q: 3 clusters Score -707005.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -707018.187500 Penalty: 847.932434
	Iteration 29Q: 3 clusters Score -707018.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -707034.062500 Penalty: 847.932434
	Iteration 30Q: 3 clusters Score -707034.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -707040.562500 Penalty: 847.932434
	Iteration 31Q: 3 clusters Score -707040.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -707048.875000 Penalty: 847.932434
	Iteration 32Q: 3 clusters Score -707048.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -707056.000000 Penalty: 847.932434
	Iteration 33Q: 3 clusters Score -707056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -707060.000000 Penalty: 847.932434
	Iteration 34Q: 3 clusters Score -707060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -707066.500000 Penalty: 847.932434
	Iteration 35Q: 3 clusters Score -707066.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -707068.562500 Penalty: 847.932434
	Iteration 36Q: 3 clusters Score -707068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -707072.250000 Penalty: 847.932434
	Iteration 37Q: 3 clusters Score -707072.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -707074.812500 Penalty: 847.932434
	Iteration 38Q: 3 clusters Score -707074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -707075.812500 Penalty: 847.932434
	Iteration 39Q: 3 clusters Score -707075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -707078.375000 Penalty: 847.932434
	Iteration 40F: 3 clusters Score -707078.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -707083.375000 Penalty: 847.932434
	Iteration 41Q: 3 clusters Score -707083.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -707089.375000 Penalty: 847.932434
	Iteration 42Q: 3 clusters Score -707089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -707092.625000 Penalty: 847.932434
	Iteration 43Q: 3 clusters Score -707092.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -707095.562500 Penalty: 847.932434
	Iteration 44Q: 3 clusters Score -707095.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -707104.625000 Penalty: 847.932434
	Iteration 45Q: 3 clusters Score -707104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -707107.500000 Penalty: 847.932434
	Iteration 46Q: 3 clusters Score -707107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -707110.250000 Penalty: 847.932434
	Iteration 47Q: 3 clusters Score -707110.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -707111.250000 Penalty: 847.932434
	Iteration 48Q: 3 clusters Score -707111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -707114.625000 Penalty: 847.932434
	Iteration 49Q: 3 clusters Score -707114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -707117.625000 Penalty: 847.932434
	Iteration 50Q: 3 clusters Score -707117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -707119.625000 Penalty: 847.932434
	Iteration 51Q: 3 clusters Score -707119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -707123.500000 Penalty: 847.932434
	Iteration 52Q: 3 clusters Score -707123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -707124.312500 Penalty: 847.932434
	Iteration 53Q: 3 clusters Score -707124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -707124.750000 Penalty: 847.932434
	Iteration 54Q: 3 clusters Score -707124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -707126.562500 Penalty: 847.932434
	Iteration 55Q: 3 clusters Score -707126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -707128.125000 Penalty: 847.932434
	Iteration 56Q: 3 clusters Score -707128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -707126.750000 Penalty: 847.932434
	Iteration 57Q: 3 clusters Score -707126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -707127.562500 Penalty: 847.932434
	Iteration 58Q: 3 clusters Score -707127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -707127.875000 Penalty: 847.932434
	Iteration 59Q: 3 clusters Score -707127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -707127.500000 Penalty: 847.932434
	Iteration 60F: 3 clusters Score -707127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -707128.437500 Penalty: 847.932434
	Iteration 61Q: 3 clusters Score -707128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -707128.437500 Penalty: 847.932434
	Iteration 62Q: 3 clusters Score -707128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -707128.437500 Penalty: 847.932434
	Iteration 63Q: 3 clusters Score -707128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -707128.437500 Penalty: 847.932434
	Iteration 64F: 3 clusters Score -707128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Entering Unmasked Estep 
Score: -2869491.250000 Penalty: 485.828369
	Iteration 0F: 2 clusters Score -2869491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2841203.500000 Penalty: 971.656738
	Iteration 0F: 3 clusters Score -2841204 nChanged 20889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2854131.250000 Penalty: 971.656738
	Iteration 1F: 3 clusters Score -2854131 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2855217.500000 Penalty: 971.656738
	Iteration 2Q: 3 clusters Score -2855218 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2856813.000000 Penalty: 971.656738
	Iteration 3F: 3 clusters Score -2856813 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2858827.250000 Penalty: 971.656738
	Iteration 4F: 3 clusters Score -2858827 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2860869.750000 Penalty: 971.656738
	Iteration 5F: 3 clusters Score -2860870 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2862480.250000 Penalty: 971.656738
	Iteration 6F: 3 clusters Score -2862480 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2863402.750000 Penalty: 971.656738
	Iteration 7Q: 3 clusters Score -2863403 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2863884.000000 Penalty: 971.656738
	Iteration 8Q: 3 clusters Score -2863884 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2864149.500000 Penalty: 971.656738
	Iteration 9Q: 3 clusters Score -2864150 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2864345.250000 Penalty: 971.656738
	Iteration 10Q: 3 clusters Score -2864345 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2864554.750000 Penalty: 971.656738
	Iteration 11Q: 3 clusters Score -2864555 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2864808.500000 Penalty: 971.656738
	Iteration 12Q: 3 clusters Score -2864808 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2865063.250000 Penalty: 971.656738
	Iteration 13Q: 3 clusters Score -2865063 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2865335.250000 Penalty: 971.656738
	Iteration 14Q: 3 clusters Score -2865335 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2865567.250000 Penalty: 971.656738
	Iteration 15Q: 3 clusters Score -2865567 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2865820.500000 Penalty: 971.656738
	Iteration 16Q: 3 clusters Score -2865820 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2866107.250000 Penalty: 971.656738
	Iteration 17Q: 3 clusters Score -2866107 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2866396.000000 Penalty: 971.656738
	Iteration 18Q: 3 clusters Score -2866396 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2866726.500000 Penalty: 971.656738
	Iteration 19Q: 3 clusters Score -2866726 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2866962.000000 Penalty: 971.656738
	Iteration 20F: 3 clusters Score -2866962 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2867304.250000 Penalty: 971.656738
	Iteration 21Q: 3 clusters Score -2867304 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2867635.500000 Penalty: 971.656738
	Iteration 22Q: 3 clusters Score -2867636 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2867993.500000 Penalty: 971.656738
	Iteration 23Q: 3 clusters Score -2867994 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2868234.500000 Penalty: 971.656738
	Iteration 24Q: 3 clusters Score -2868234 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2868490.500000 Penalty: 971.656738
	Iteration 25Q: 3 clusters Score -2868490 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2868689.250000 Penalty: 971.656738
	Iteration 26Q: 3 clusters Score -2868689 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2868772.750000 Penalty: 971.656738
	Iteration 27Q: 3 clusters Score -2868773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2868843.500000 Penalty: 971.656738
	Iteration 28Q: 3 clusters Score -2868844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2868892.750000 Penalty: 971.656738
	Iteration 29Q: 3 clusters Score -2868893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2868941.750000 Penalty: 971.656738
	Iteration 30Q: 3 clusters Score -2868942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2868975.500000 Penalty: 971.656738
	Iteration 31Q: 3 clusters Score -2868976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2868996.250000 Penalty: 971.656738
	Iteration 32Q: 3 clusters Score -2868996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2869005.000000 Penalty: 971.656738
	Iteration 33Q: 3 clusters Score -2869005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2869005.750000 Penalty: 971.656738
	Iteration 34Q: 3 clusters Score -2869006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2869010.250000 Penalty: 971.656738
	Iteration 35Q: 3 clusters Score -2869010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2869010.750000 Penalty: 971.656738
	Iteration 36Q: 3 clusters Score -2869011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2869010.750000 Penalty: 971.656738
	Iteration 37F: 3 clusters Score -2869011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -114346.109375 Penalty: 340.410797
	Iteration 0F: 2 clusters Score -114346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -113079.210938 Penalty: 680.821594
	Iteration 0F: 3 clusters Score -113079.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113533.343750 Penalty: 680.821594
	Iteration 1F: 3 clusters Score -113533.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -113646.804688 Penalty: 680.821594
	Iteration 2F: 3 clusters Score -113646.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -113737.929688 Penalty: 680.821594
	Iteration 3F: 3 clusters Score -113737.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -113805.406250 Penalty: 680.821594
	Iteration 4F: 3 clusters Score -113805.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -113850.742188 Penalty: 680.821594
	Iteration 5Q: 3 clusters Score -113850.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -113882.156250 Penalty: 680.821594
	Iteration 6Q: 3 clusters Score -113882.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -113898.148438 Penalty: 680.821594
	Iteration 7Q: 3 clusters Score -113898.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -113911.953125 Penalty: 680.821594
	Iteration 8Q: 3 clusters Score -113912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -113923.937500 Penalty: 680.821594
	Iteration 9Q: 3 clusters Score -113923.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -113931.617188 Penalty: 680.821594
	Iteration 10Q: 3 clusters Score -113931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113937.468750 Penalty: 680.821594
	Iteration 11Q: 3 clusters Score -113937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -113942.054688 Penalty: 680.821594
	Iteration 12Q: 3 clusters Score -113942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -113944.671875 Penalty: 680.821594
	Iteration 13Q: 3 clusters Score -113944.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -113948.132812 Penalty: 680.821594
	Iteration 14Q: 3 clusters Score -113948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -113953.625000 Penalty: 680.821594
	Iteration 15Q: 3 clusters Score -113953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -113956.507812 Penalty: 680.821594
	Iteration 16Q: 3 clusters Score -113956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -113958.023438 Penalty: 680.821594
	Iteration 17Q: 3 clusters Score -113958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -113962.203125 Penalty: 680.821594
	Iteration 18Q: 3 clusters Score -113962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -113965.984375 Penalty: 680.821594
	Iteration 19Q: 3 clusters Score -113966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -113969.125000 Penalty: 680.821594
	Iteration 20F: 3 clusters Score -113969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -113973.007812 Penalty: 680.821594
	Iteration 21Q: 3 clusters Score -113973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113978.070312 Penalty: 680.821594
	Iteration 22Q: 3 clusters Score -113978.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -113982.359375 Penalty: 680.821594
	Iteration 23Q: 3 clusters Score -113982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -113984.757812 Penalty: 680.821594
	Iteration 24Q: 3 clusters Score -113984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -113986.929688 Penalty: 680.821594
	Iteration 25Q: 3 clusters Score -113986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -113987.828125 Penalty: 680.821594
	Iteration 26Q: 3 clusters Score -113987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -113988.585938 Penalty: 680.821594
	Iteration 27Q: 3 clusters Score -113988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -113989.265625 Penalty: 680.821594
	Iteration 28Q: 3 clusters Score -113989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -113989.359375 Penalty: 680.821594
	Iteration 29Q: 3 clusters Score -113989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -113989.671875 Penalty: 680.821594
	Iteration 30Q: 3 clusters Score -113989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -113989.773438 Penalty: 680.821594
	Iteration 31Q: 3 clusters Score -113989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -113990.109375 Penalty: 680.821594
	Iteration 32Q: 3 clusters Score -113990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -113991.148438 Penalty: 680.821594
	Iteration 33Q: 3 clusters Score -113991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -113991.156250 Penalty: 680.821594
	Iteration 34Q: 3 clusters Score -113991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -113991.156250 Penalty: 680.821594
	Iteration 35F: 3 clusters Score -113991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -292198.593750 Penalty: 382.839355
	Iteration 0F: 2 clusters Score -292198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -289198.312500 Penalty: 765.678711
	Iteration 0F: 3 clusters Score -289198.3 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -290287.468750 Penalty: 765.678711
	Iteration 1F: 3 clusters Score -290287.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290469.031250 Penalty: 765.678711
	Iteration 2F: 3 clusters Score -290469 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290675.812500 Penalty: 765.678711
	Iteration 3F: 3 clusters Score -290675.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290968.875000 Penalty: 765.678711
	Iteration 4F: 3 clusters Score -290968.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -291296.812500 Penalty: 765.678711
	Iteration 5F: 3 clusters Score -291296.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -291534.406250 Penalty: 765.678711
	Iteration 6F: 3 clusters Score -291534.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -291705.531250 Penalty: 765.678711
	Iteration 7Q: 3 clusters Score -291705.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -291802.718750 Penalty: 765.678711
	Iteration 8Q: 3 clusters Score -291802.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -291873.593750 Penalty: 765.678711
	Iteration 9Q: 3 clusters Score -291873.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -291938.906250 Penalty: 765.678711
	Iteration 10Q: 3 clusters Score -291938.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -291981.312500 Penalty: 765.678711
	Iteration 11Q: 3 clusters Score -291981.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -292004.781250 Penalty: 765.678711
	Iteration 12Q: 3 clusters Score -292004.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -292020.125000 Penalty: 765.678711
	Iteration 13Q: 3 clusters Score -292020.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -292024.187500 Penalty: 765.678711
	Iteration 14Q: 3 clusters Score -292024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -292026.312500 Penalty: 765.678711
	Iteration 15Q: 3 clusters Score -292026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -292026.500000 Penalty: 765.678711
	Iteration 16Q: 3 clusters Score -292026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -292027.750000 Penalty: 765.678711
	Iteration 17Q: 3 clusters Score -292027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -292028.187500 Penalty: 765.678711
	Iteration 18Q: 3 clusters Score -292028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -292028.218750 Penalty: 765.678711
	Iteration 19Q: 3 clusters Score -292028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -292028.218750 Penalty: 765.678711
	Iteration 20F: 3 clusters Score -292028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5878.686035 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5878.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5674.358887 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5674.359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5742.249023 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5742.249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5774.241211 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5774.241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5793.889160 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5793.889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5796.203613 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5796.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5796.886230 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5796.886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5797.432129 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5797.432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5797.432129 Penalty: 445.021759
	Iteration 7F: 3 clusters Score -5797.432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Entering Unmasked Estep 
Score: -1995056.750000 Penalty: 471.239746
	Iteration 0F: 2 clusters Score -1995057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1974134.000000 Penalty: 942.479492
	Iteration 0F: 3 clusters Score -1974134 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1982844.375000 Penalty: 942.479492
	Iteration 1F: 3 clusters Score -1982844 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1983580.375000 Penalty: 942.479492
	Iteration 2F: 3 clusters Score -1983580 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1984944.375000 Penalty: 942.479492
	Iteration 3F: 3 clusters Score -1984944 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1987134.625000 Penalty: 942.479492
	Iteration 4F: 3 clusters Score -1987135 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1989835.375000 Penalty: 942.479492
	Iteration 5F: 3 clusters Score -1989835 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1992082.125000 Penalty: 942.479492
	Iteration 6F: 3 clusters Score -1992082 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1993447.375000 Penalty: 942.479492
	Iteration 7Q: 3 clusters Score -1993447 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1994112.625000 Penalty: 942.479492
	Iteration 8Q: 3 clusters Score -1994113 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1994383.875000 Penalty: 942.479492
	Iteration 9Q: 3 clusters Score -1994384 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1994536.375000 Penalty: 942.479492
	Iteration 10Q: 3 clusters Score -1994536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1994597.250000 Penalty: 942.479492
	Iteration 11Q: 3 clusters Score -1994597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1994618.625000 Penalty: 942.479492
	Iteration 12Q: 3 clusters Score -1994619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1994642.000000 Penalty: 942.479492
	Iteration 13Q: 3 clusters Score -1994642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1994650.250000 Penalty: 942.479492
	Iteration 14Q: 3 clusters Score -1994650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1994654.750000 Penalty: 942.479492
	Iteration 15Q: 3 clusters Score -1994655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1994657.500000 Penalty: 942.479492
	Iteration 16Q: 3 clusters Score -1994658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1994657.500000 Penalty: 942.479492
	Iteration 17F: 3 clusters Score -1994658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -3260.409180 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -3260.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3076.835205 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3076.835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3114.221680 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -3114.222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3147.245850 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -3147.246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3152.427734 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -3152.428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3154.334961 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -3154.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3154.334961 Penalty: 411.482758
	Iteration 5F: 3 clusters Score -3154.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -42103.226562 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -42103.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41512.167969 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -41512.17 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41663.171875 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -41663.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41696.824219 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -41696.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -41723.250000 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -41723.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41739.261719 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -41739.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -41752.082031 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -41752.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41762.589844 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -41762.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -41769.375000 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -41769.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41779.058594 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -41779.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -41788.574219 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -41788.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -41798.843750 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -41798.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41801.464844 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -41801.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -41802.105469 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -41802.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -41802.960938 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -41802.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41807.109375 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -41807.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -41808.652344 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -41808.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -41808.964844 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -41808.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41809.171875 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -41809.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41809.171875 Penalty: 590.517639
	Iteration 18F: 3 clusters Score -41809.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Entering Unmasked Estep 
Score: -1006737.000000 Penalty: 438.725464
	Iteration 0F: 2 clusters Score -1006737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -996491.687500 Penalty: 877.450928
	Iteration 0F: 3 clusters Score -996491.7 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1000899.937500 Penalty: 877.450928
	Iteration 1F: 3 clusters Score -1000900 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1001290.125000 Penalty: 877.450928
	Iteration 2F: 3 clusters Score -1001290 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1001749.625000 Penalty: 877.450928
	Iteration 3F: 3 clusters Score -1001750 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1002336.062500 Penalty: 877.450928
	Iteration 4F: 3 clusters Score -1002336 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1003080.750000 Penalty: 877.450928
	Iteration 5F: 3 clusters Score -1003081 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1003897.250000 Penalty: 877.450928
	Iteration 6F: 3 clusters Score -1003897 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1004519.937500 Penalty: 877.450928
	Iteration 7Q: 3 clusters Score -1004520 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1004868.000000 Penalty: 877.450928
	Iteration 8Q: 3 clusters Score -1004868 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1005056.437500 Penalty: 877.450928
	Iteration 9Q: 3 clusters Score -1005056 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1005183.687500 Penalty: 877.450928
	Iteration 10Q: 3 clusters Score -1005184 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1005296.812500 Penalty: 877.450928
	Iteration 11Q: 3 clusters Score -1005297 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1005418.562500 Penalty: 877.450928
	Iteration 12Q: 3 clusters Score -1005419 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1005556.000000 Penalty: 877.450928
	Iteration 13Q: 3 clusters Score -1005556 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1005681.312500 Penalty: 877.450928
	Iteration 14Q: 3 clusters Score -1005681 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1005778.500000 Penalty: 877.450928
	Iteration 15Q: 3 clusters Score -1005778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1005874.187500 Penalty: 877.450928
	Iteration 16Q: 3 clusters Score -1005874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1005986.437500 Penalty: 877.450928
	Iteration 17Q: 3 clusters Score -1005986 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1006069.125000 Penalty: 877.450928
	Iteration 18Q: 3 clusters Score -1006069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1006144.937500 Penalty: 877.450928
	Iteration 19Q: 3 clusters Score -1006145 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1006221.125000 Penalty: 877.450928
	Iteration 20F: 3 clusters Score -1006221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1006288.562500 Penalty: 877.450928
	Iteration 21Q: 3 clusters Score -1006289 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1006332.750000 Penalty: 877.450928
	Iteration 22Q: 3 clusters Score -1006333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1006354.812500 Penalty: 877.450928
	Iteration 23Q: 3 clusters Score -1006355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1006368.312500 Penalty: 877.450928
	Iteration 24Q: 3 clusters Score -1006368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1006376.375000 Penalty: 877.450928
	Iteration 25Q: 3 clusters Score -1006376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1006378.687500 Penalty: 877.450928
	Iteration 26Q: 3 clusters Score -1006379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1006380.750000 Penalty: 877.450928
	Iteration 27Q: 3 clusters Score -1006381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1006381.750000 Penalty: 877.450928
	Iteration 28Q: 3 clusters Score -1006382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1006386.750000 Penalty: 877.450928
	Iteration 29Q: 3 clusters Score -1006387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1006387.812500 Penalty: 877.450928
	Iteration 30Q: 3 clusters Score -1006388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1006390.500000 Penalty: 877.450928
	Iteration 31Q: 3 clusters Score -1006390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1006391.750000 Penalty: 877.450928
	Iteration 32Q: 3 clusters Score -1006392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1006391.375000 Penalty: 877.450928
	Iteration 33Q: 3 clusters Score -1006391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1006391.375000 Penalty: 877.450928
	Iteration 34F: 3 clusters Score -1006391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (71614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Entering Unmasked Estep 
Score: -4472529.000000 Penalty: 508.646576
	Iteration 0F: 2 clusters Score -4472529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4425362.000000 Penalty: 1017.293152
	Iteration 0F: 3 clusters Score -4425362 nChanged 34748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4446032.000000 Penalty: 1017.293152
	Iteration 1F: 3 clusters Score -4446032 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4446796.000000 Penalty: 1017.293152
	Iteration 2Q: 3 clusters Score -4446796 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4447563.000000 Penalty: 1017.293152
	Iteration 3Q: 3 clusters Score -4447563 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4448393.500000 Penalty: 1017.293152
	Iteration 4Q: 3 clusters Score -4448394 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4449433.500000 Penalty: 1017.293152
	Iteration 5Q: 3 clusters Score -4449434 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -4450752.500000 Penalty: 1017.293152
	Iteration 6Q: 3 clusters Score -4450752 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4452661.000000 Penalty: 1017.293152
	Iteration 7Q: 3 clusters Score -4452661 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4455056.000000 Penalty: 1017.293152
	Iteration 8F: 3 clusters Score -4455056 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4457923.000000 Penalty: 1017.293152
	Iteration 9F: 3 clusters Score -4457923 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4460243.000000 Penalty: 1017.293152
	Iteration 10F: 3 clusters Score -4460243 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4461425.000000 Penalty: 1017.293152
	Iteration 11Q: 3 clusters Score -4461425 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4461931.000000 Penalty: 1017.293152
	Iteration 12Q: 3 clusters Score -4461931 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -4462281.500000 Penalty: 1017.293152
	Iteration 13Q: 3 clusters Score -4462282 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4462503.500000 Penalty: 1017.293152
	Iteration 14Q: 3 clusters Score -4462504 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4462795.000000 Penalty: 1017.293152
	Iteration 15Q: 3 clusters Score -4462795 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4463135.000000 Penalty: 1017.293152
	Iteration 16Q: 3 clusters Score -4463135 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4463538.500000 Penalty: 1017.293152
	Iteration 17Q: 3 clusters Score -4463538 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4463938.000000 Penalty: 1017.293152
	Iteration 18Q: 3 clusters Score -4463938 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -4464342.000000 Penalty: 1017.293152
	Iteration 19Q: 3 clusters Score -4464342 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4464747.500000 Penalty: 1017.293152
	Iteration 20F: 3 clusters Score -4464748 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -4465172.500000 Penalty: 1017.293152
	Iteration 21Q: 3 clusters Score -4465172 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -4465613.500000 Penalty: 1017.293152
	Iteration 22Q: 3 clusters Score -4465614 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4466042.000000 Penalty: 1017.293152
	Iteration 23Q: 3 clusters Score -4466042 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4466501.500000 Penalty: 1017.293152
	Iteration 24Q: 3 clusters Score -4466502 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4466978.500000 Penalty: 1017.293152
	Iteration 25Q: 3 clusters Score -4466978 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4467403.500000 Penalty: 1017.293152
	Iteration 26Q: 3 clusters Score -4467404 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4467793.500000 Penalty: 1017.293152
	Iteration 27Q: 3 clusters Score -4467794 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4468104.000000 Penalty: 1017.293152
	Iteration 28Q: 3 clusters Score -4468104 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4468358.500000 Penalty: 1017.293152
	Iteration 29Q: 3 clusters Score -4468358 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4468519.000000 Penalty: 1017.293152
	Iteration 30Q: 3 clusters Score -4468519 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4468652.000000 Penalty: 1017.293152
	Iteration 31Q: 3 clusters Score -4468652 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4468713.500000 Penalty: 1017.293152
	Iteration 32Q: 3 clusters Score -4468714 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4468736.500000 Penalty: 1017.293152
	Iteration 33Q: 3 clusters Score -4468736 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4468753.500000 Penalty: 1017.293152
	Iteration 34Q: 3 clusters Score -4468754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4468779.500000 Penalty: 1017.293152
	Iteration 35Q: 3 clusters Score -4468780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4468811.000000 Penalty: 1017.293152
	Iteration 36Q: 3 clusters Score -4468811 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4468818.000000 Penalty: 1017.293152
	Iteration 37Q: 3 clusters Score -4468818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4468818.500000 Penalty: 1017.293152
	Iteration 38Q: 3 clusters Score -4468818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4468832.000000 Penalty: 1017.293152
	Iteration 39Q: 3 clusters Score -4468832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4468831.500000 Penalty: 1017.293152
	Iteration 40F: 3 clusters Score -4468832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4468831.000000 Penalty: 1017.293152
	Iteration 41Q: 3 clusters Score -4468831 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4468834.500000 Penalty: 1017.293152
	Iteration 42Q: 3 clusters Score -4468834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4468837.500000 Penalty: 1017.293152
	Iteration 43Q: 3 clusters Score -4468838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4468828.000000 Penalty: 1017.293152
	Iteration 44Q: 3 clusters Score -4468828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4468832.500000 Penalty: 1017.293152
	Iteration 45Q: 3 clusters Score -4468832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4468831.000000 Penalty: 1017.293152
	Iteration 46Q: 3 clusters Score -4468831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4468828.000000 Penalty: 1017.293152
	Iteration 47Q: 3 clusters Score -4468828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4468828.500000 Penalty: 1017.293152
	Iteration 48Q: 3 clusters Score -4468828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4468824.000000 Penalty: 1017.293152
	Iteration 49Q: 3 clusters Score -4468824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4468825.000000 Penalty: 1017.293152
	Iteration 50Q: 3 clusters Score -4468825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4468824.000000 Penalty: 1017.293152
	Iteration 51Q: 3 clusters Score -4468824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4468821.000000 Penalty: 1017.293152
	Iteration 52Q: 3 clusters Score -4468821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4468818.000000 Penalty: 1017.293152
	Iteration 53Q: 3 clusters Score -4468818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4468818.500000 Penalty: 1017.293152
	Iteration 54Q: 3 clusters Score -4468818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4468813.500000 Penalty: 1017.293152
	Iteration 55Q: 3 clusters Score -4468814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4468810.500000 Penalty: 1017.293152
	Iteration 56Q: 3 clusters Score -4468810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4468806.000000 Penalty: 1017.293152
	Iteration 57Q: 3 clusters Score -4468806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4468815.000000 Penalty: 1017.293152
	Iteration 58Q: 3 clusters Score -4468815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -4468812.000000 Penalty: 1017.293152
	Iteration 59Q: 3 clusters Score -4468812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4468799.500000 Penalty: 1017.293152
	Iteration 60F: 3 clusters Score -4468800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4468802.500000 Penalty: 1017.293152
	Iteration 61Q: 3 clusters Score -4468802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4468809.000000 Penalty: 1017.293152
	Iteration 62Q: 3 clusters Score -4468809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4468802.500000 Penalty: 1017.293152
	Iteration 63Q: 3 clusters Score -4468802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4468806.000000 Penalty: 1017.293152
	Iteration 64Q: 3 clusters Score -4468806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4468801.500000 Penalty: 1017.293152
	Iteration 65Q: 3 clusters Score -4468802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4468799.000000 Penalty: 1017.293152
	Iteration 66Q: 3 clusters Score -4468799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4468802.500000 Penalty: 1017.293152
	Iteration 67Q: 3 clusters Score -4468802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4468802.500000 Penalty: 1017.293152
	Iteration 68Q: 3 clusters Score -4468802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4468798.500000 Penalty: 1017.293152
	Iteration 69Q: 3 clusters Score -4468798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4468793.500000 Penalty: 1017.293152
	Iteration 70Q: 3 clusters Score -4468794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4468799.000000 Penalty: 1017.293152
	Iteration 71Q: 3 clusters Score -4468799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4468799.500000 Penalty: 1017.293152
	Iteration 72Q: 3 clusters Score -4468800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4468791.000000 Penalty: 1017.293152
	Iteration 73Q: 3 clusters Score -4468791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4468789.000000 Penalty: 1017.293152
	Iteration 74Q: 3 clusters Score -4468789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4468789.000000 Penalty: 1017.293152
	Iteration 75Q: 3 clusters Score -4468789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4468790.000000 Penalty: 1017.293152
	Iteration 76Q: 3 clusters Score -4468790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4468790.000000 Penalty: 1017.293152
	Iteration 77Q: 3 clusters Score -4468790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4468789.000000 Penalty: 1017.293152
	Iteration 78Q: 3 clusters Score -4468789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4468788.000000 Penalty: 1017.293152
	Iteration 79Q: 3 clusters Score -4468788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4468786.500000 Penalty: 1017.293152
	Iteration 80F: 3 clusters Score -4468786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4468786.500000 Penalty: 1017.293152
	Iteration 81Q: 3 clusters Score -4468786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4468785.000000 Penalty: 1017.293152
	Iteration 82Q: 3 clusters Score -4468785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4468785.000000 Penalty: 1017.293152
	Iteration 83F: 3 clusters Score -4468785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -11368.572266 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -11368.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11059.993164 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -11059.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11134.080078 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -11134.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11146.463867 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -11146.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11154.276367 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -11154.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11158.941406 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -11158.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11160.386719 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -11160.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11160.386719 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -11160.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Entering Unmasked Estep 
Score: -1021834.312500 Penalty: 438.867004
	Iteration 0F: 2 clusters Score -1021834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1011539.562500 Penalty: 877.734009
	Iteration 0F: 3 clusters Score -1011540 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1015670.250000 Penalty: 877.734009
	Iteration 1F: 3 clusters Score -1015670 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1016003.312500 Penalty: 877.734009
	Iteration 2Q: 3 clusters Score -1016003 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1016548.500000 Penalty: 877.734009
	Iteration 3F: 3 clusters Score -1016548 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1017409.812500 Penalty: 877.734009
	Iteration 4F: 3 clusters Score -1017410 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1018616.875000 Penalty: 877.734009
	Iteration 5F: 3 clusters Score -1018617 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1019835.875000 Penalty: 877.734009
	Iteration 6F: 3 clusters Score -1019836 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1020682.437500 Penalty: 877.734009
	Iteration 7F: 3 clusters Score -1020682 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1021105.437500 Penalty: 877.734009
	Iteration 8Q: 3 clusters Score -1021105 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1021278.375000 Penalty: 877.734009
	Iteration 9Q: 3 clusters Score -1021278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1021367.750000 Penalty: 877.734009
	Iteration 10Q: 3 clusters Score -1021368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1021403.062500 Penalty: 877.734009
	Iteration 11Q: 3 clusters Score -1021403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1021421.750000 Penalty: 877.734009
	Iteration 12Q: 3 clusters Score -1021422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1021432.625000 Penalty: 877.734009
	Iteration 13Q: 3 clusters Score -1021433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1021440.500000 Penalty: 877.734009
	Iteration 14Q: 3 clusters Score -1021440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1021454.062500 Penalty: 877.734009
	Iteration 15Q: 3 clusters Score -1021454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1021462.750000 Penalty: 877.734009
	Iteration 16Q: 3 clusters Score -1021463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1021465.750000 Penalty: 877.734009
	Iteration 17Q: 3 clusters Score -1021466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1021464.875000 Penalty: 877.734009
	Iteration 18Q: 3 clusters Score -1021465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1021465.500000 Penalty: 877.734009
	Iteration 19Q: 3 clusters Score -1021466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1021465.500000 Penalty: 877.734009
	Iteration 20F: 3 clusters Score -1021466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Entering Unmasked Estep 
Score: -10502833.000000 Penalty: 547.288330
	Iteration 0F: 2 clusters Score -1.050283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -10395675.000000 Penalty: 1094.576660
	Iteration 0F: 3 clusters Score -1.039568e+07 nChanged 82480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -10454038.000000 Penalty: 1094.576660
	Iteration 1F: 3 clusters Score -1.045404e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -10462205.000000 Penalty: 1094.576660
	Iteration 2F: 3 clusters Score -1.04622e+07 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101861 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -10466219.000000 Penalty: 1094.576660
	Iteration 3F: 3 clusters Score -1.046622e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -10470914.000000 Penalty: 1094.576660
	Iteration 4F: 3 clusters Score -1.047091e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -10473108.000000 Penalty: 1094.576660
	Iteration 5F: 3 clusters Score -1.047311e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -10474548.000000 Penalty: 1094.576660
	Iteration 6Q: 3 clusters Score -1.047455e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -10476102.000000 Penalty: 1094.576660
	Iteration 7Q: 3 clusters Score -1.04761e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -10478287.000000 Penalty: 1094.576660
	Iteration 8Q: 3 clusters Score -1.047829e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -10480480.000000 Penalty: 1094.576660
	Iteration 9Q: 3 clusters Score -1.048048e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -10482505.000000 Penalty: 1094.576660
	Iteration 10Q: 3 clusters Score -1.04825e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -10481966.000000 Penalty: 1094.576660
	Iteration 11Q: 3 clusters Score -1.048197e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -10480278.000000 Penalty: 1094.576660
	Iteration 12Q: 3 clusters Score -1.048028e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -10480213.000000 Penalty: 1094.576660
	Iteration 13Q: 3 clusters Score -1.048021e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -10481855.000000 Penalty: 1094.576660
	Iteration 14Q: 3 clusters Score -1.048186e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -10484925.000000 Penalty: 1094.576660
	Iteration 15Q: 3 clusters Score -1.048492e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -10487391.000000 Penalty: 1094.576660
	Iteration 16Q: 3 clusters Score -1.048739e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -10489090.000000 Penalty: 1094.576660
	Iteration 17Q: 3 clusters Score -1.048909e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -10489684.000000 Penalty: 1094.576660
	Iteration 18Q: 3 clusters Score -1.048968e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -10489887.000000 Penalty: 1094.576660
	Iteration 19Q: 3 clusters Score -1.048989e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -10490137.000000 Penalty: 1094.576660
	Iteration 20F: 3 clusters Score -1.049014e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -10490205.000000 Penalty: 1094.576660
	Iteration 21Q: 3 clusters Score -1.04902e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -10490473.000000 Penalty: 1094.576660
	Iteration 22Q: 3 clusters Score -1.049047e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -10490740.000000 Penalty: 1094.576660
	Iteration 23Q: 3 clusters Score -1.049074e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -10491038.000000 Penalty: 1094.576660
	Iteration 24Q: 3 clusters Score -1.049104e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -10491329.000000 Penalty: 1094.576660
	Iteration 25Q: 3 clusters Score -1.049133e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -10491650.000000 Penalty: 1094.576660
	Iteration 26Q: 3 clusters Score -1.049165e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -10491797.000000 Penalty: 1094.576660
	Iteration 27Q: 3 clusters Score -1.04918e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -10491858.000000 Penalty: 1094.576660
	Iteration 28Q: 3 clusters Score -1.049186e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -10491890.000000 Penalty: 1094.576660
	Iteration 29Q: 3 clusters Score -1.049189e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -10491769.000000 Penalty: 1094.576660
	Iteration 30Q: 3 clusters Score -1.049177e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -10491720.000000 Penalty: 1094.576660
	Iteration 31Q: 3 clusters Score -1.049172e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -10491652.000000 Penalty: 1094.576660
	Iteration 32Q: 3 clusters Score -1.049165e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -10491669.000000 Penalty: 1094.576660
	Iteration 33Q: 3 clusters Score -1.049167e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -10491667.000000 Penalty: 1094.576660
	Iteration 34Q: 3 clusters Score -1.049167e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -10491668.000000 Penalty: 1094.576660
	Iteration 35Q: 3 clusters Score -1.049167e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -10491706.000000 Penalty: 1094.576660
	Iteration 36Q: 3 clusters Score -1.049171e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -10491734.000000 Penalty: 1094.576660
	Iteration 37Q: 3 clusters Score -1.049173e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -10491778.000000 Penalty: 1094.576660
	Iteration 38Q: 3 clusters Score -1.049178e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10491730.000000 Penalty: 1094.576660
	Iteration 39Q: 3 clusters Score -1.049173e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -10491760.000000 Penalty: 1094.576660
	Iteration 40F: 3 clusters Score -1.049176e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -10491732.000000 Penalty: 1094.576660
	Iteration 41Q: 3 clusters Score -1.049173e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -10491730.000000 Penalty: 1094.576660
	Iteration 42Q: 3 clusters Score -1.049173e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -10491721.000000 Penalty: 1094.576660
	Iteration 43Q: 3 clusters Score -1.049172e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -10491707.000000 Penalty: 1094.576660
	Iteration 44Q: 3 clusters Score -1.049171e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10491679.000000 Penalty: 1094.576660
	Iteration 45Q: 3 clusters Score -1.049168e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -10491679.000000 Penalty: 1094.576660
	Iteration 46Q: 3 clusters Score -1.049168e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -10491621.000000 Penalty: 1094.576660
	Iteration 47Q: 3 clusters Score -1.049162e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -10491609.000000 Penalty: 1094.576660
	Iteration 48Q: 3 clusters Score -1.049161e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -10491614.000000 Penalty: 1094.576660
	Iteration 49Q: 3 clusters Score -1.049161e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -10491617.000000 Penalty: 1094.576660
	Iteration 50Q: 3 clusters Score -1.049162e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -10491630.000000 Penalty: 1094.576660
	Iteration 51Q: 3 clusters Score -1.049163e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -10491642.000000 Penalty: 1094.576660
	Iteration 52Q: 3 clusters Score -1.049164e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -10491651.000000 Penalty: 1094.576660
	Iteration 53Q: 3 clusters Score -1.049165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -10491656.000000 Penalty: 1094.576660
	Iteration 54Q: 3 clusters Score -1.049166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -10491659.000000 Penalty: 1094.576660
	Iteration 55Q: 3 clusters Score -1.049166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -10491670.000000 Penalty: 1094.576660
	Iteration 56Q: 3 clusters Score -1.049167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -10491689.000000 Penalty: 1094.576660
	Iteration 57Q: 3 clusters Score -1.049169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -10491671.000000 Penalty: 1094.576660
	Iteration 58Q: 3 clusters Score -1.049167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -10491663.000000 Penalty: 1094.576660
	Iteration 59Q: 3 clusters Score -1.049166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -10491672.000000 Penalty: 1094.576660
	Iteration 60F: 3 clusters Score -1.049167e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -10491662.000000 Penalty: 1094.576660
	Iteration 61Q: 3 clusters Score -1.049166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10491675.000000 Penalty: 1094.576660
	Iteration 62Q: 3 clusters Score -1.049168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -10491671.000000 Penalty: 1094.576660
	Iteration 63Q: 3 clusters Score -1.049167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -10491671.000000 Penalty: 1094.576660
	Iteration 64Q: 3 clusters Score -1.049167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -10491684.000000 Penalty: 1094.576660
	Iteration 65Q: 3 clusters Score -1.049168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -10491700.000000 Penalty: 1094.576660
	Iteration 66Q: 3 clusters Score -1.04917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -10491717.000000 Penalty: 1094.576660
	Iteration 67Q: 3 clusters Score -1.049172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10491725.000000 Penalty: 1094.576660
	Iteration 68Q: 3 clusters Score -1.049172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -10491716.000000 Penalty: 1094.576660
	Iteration 69Q: 3 clusters Score -1.049172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -10491706.000000 Penalty: 1094.576660
	Iteration 70Q: 3 clusters Score -1.049171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -10491699.000000 Penalty: 1094.576660
	Iteration 71Q: 3 clusters Score -1.04917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -10491717.000000 Penalty: 1094.576660
	Iteration 72Q: 3 clusters Score -1.049172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10491731.000000 Penalty: 1094.576660
	Iteration 73Q: 3 clusters Score -1.049173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10491741.000000 Penalty: 1094.576660
	Iteration 74Q: 3 clusters Score -1.049174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10491744.000000 Penalty: 1094.576660
	Iteration 75Q: 3 clusters Score -1.049174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -10491743.000000 Penalty: 1094.576660
	Iteration 76Q: 3 clusters Score -1.049174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -10491736.000000 Penalty: 1094.576660
	Iteration 77Q: 3 clusters Score -1.049174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -10491761.000000 Penalty: 1094.576660
	Iteration 78Q: 3 clusters Score -1.049176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -10491754.000000 Penalty: 1094.576660
	Iteration 79Q: 3 clusters Score -1.049175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -10491761.000000 Penalty: 1094.576660
	Iteration 80F: 3 clusters Score -1.049176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -10491744.000000 Penalty: 1094.576660
	Iteration 81Q: 3 clusters Score -1.049174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10491756.000000 Penalty: 1094.576660
	Iteration 82Q: 3 clusters Score -1.049176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10491739.000000 Penalty: 1094.576660
	Iteration 83Q: 3 clusters Score -1.049174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -10491739.000000 Penalty: 1094.576660
	Iteration 84Q: 3 clusters Score -1.049174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10491729.000000 Penalty: 1094.576660
	Iteration 85Q: 3 clusters Score -1.049173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10491732.000000 Penalty: 1094.576660
	Iteration 86Q: 3 clusters Score -1.049173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10491746.000000 Penalty: 1094.576660
	Iteration 87Q: 3 clusters Score -1.049175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10491758.000000 Penalty: 1094.576660
	Iteration 88Q: 3 clusters Score -1.049176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -10491746.000000 Penalty: 1094.576660
	Iteration 89Q: 3 clusters Score -1.049175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10491741.000000 Penalty: 1094.576660
	Iteration 90Q: 3 clusters Score -1.049174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10491737.000000 Penalty: 1094.576660
	Iteration 91Q: 3 clusters Score -1.049174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -10491734.000000 Penalty: 1094.576660
	Iteration 92Q: 3 clusters Score -1.049173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -10491735.000000 Penalty: 1094.576660
	Iteration 93Q: 3 clusters Score -1.049174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10491749.000000 Penalty: 1094.576660
	Iteration 94Q: 3 clusters Score -1.049175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -10491744.000000 Penalty: 1094.576660
	Iteration 95Q: 3 clusters Score -1.049174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -10491751.000000 Penalty: 1094.576660
	Iteration 96Q: 3 clusters Score -1.049175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10491740.000000 Penalty: 1094.576660
	Iteration 97Q: 3 clusters Score -1.049174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -10491739.000000 Penalty: 1094.576660
	Iteration 98Q: 3 clusters Score -1.049174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -10491745.000000 Penalty: 1094.576660
	Iteration 99Q: 3 clusters Score -1.049174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -10491741.000000 Penalty: 1094.576660
	Iteration 100F: 3 clusters Score -1.049174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -10491736.000000 Penalty: 1094.576660
	Iteration 101Q: 3 clusters Score -1.049174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10491738.000000 Penalty: 1094.576660
	Iteration 102Q: 3 clusters Score -1.049174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -10491751.000000 Penalty: 1094.576660
	Iteration 103Q: 3 clusters Score -1.049175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -10491760.000000 Penalty: 1094.576660
	Iteration 104Q: 3 clusters Score -1.049176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -10491756.000000 Penalty: 1094.576660
	Iteration 105Q: 3 clusters Score -1.049176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -10491765.000000 Penalty: 1094.576660
	Iteration 106Q: 3 clusters Score -1.049176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -10491754.000000 Penalty: 1094.576660
	Iteration 107Q: 3 clusters Score -1.049175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -10491762.000000 Penalty: 1094.576660
	Iteration 108Q: 3 clusters Score -1.049176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -10491751.000000 Penalty: 1094.576660
	Iteration 109Q: 3 clusters Score -1.049175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -10491759.000000 Penalty: 1094.576660
	Iteration 110Q: 3 clusters Score -1.049176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10491756.000000 Penalty: 1094.576660
	Iteration 111Q: 3 clusters Score -1.049176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10491749.000000 Penalty: 1094.576660
	Iteration 112Q: 3 clusters Score -1.049175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10491749.000000 Penalty: 1094.576660
	Iteration 113F: 3 clusters Score -1.049175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Entering Unmasked Estep 
Score: -2980447.000000 Penalty: 488.536682
	Iteration 0F: 2 clusters Score -2980447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2949594.250000 Penalty: 977.073364
	Iteration 0F: 3 clusters Score -2949594 nChanged 22312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2963637.500000 Penalty: 977.073364
	Iteration 1F: 3 clusters Score -2963638 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -2964961.250000 Penalty: 977.073364
	Iteration 2F: 3 clusters Score -2964961 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -2966698.000000 Penalty: 977.073364
	Iteration 3F: 3 clusters Score -2966698 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -2968959.500000 Penalty: 977.073364
	Iteration 4F: 3 clusters Score -2968960 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -2971522.750000 Penalty: 977.073364
	Iteration 5F: 3 clusters Score -2971523 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -2973762.000000 Penalty: 977.073364
	Iteration 6F: 3 clusters Score -2973762 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -2975294.500000 Penalty: 977.073364
	Iteration 7Q: 3 clusters Score -2975294 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -2976138.000000 Penalty: 977.073364
	Iteration 8Q: 3 clusters Score -2976138 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -2976543.500000 Penalty: 977.073364
	Iteration 9Q: 3 clusters Score -2976544 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -2976728.000000 Penalty: 977.073364
	Iteration 10Q: 3 clusters Score -2976728 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -2976860.250000 Penalty: 977.073364
	Iteration 11Q: 3 clusters Score -2976860 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -2976948.250000 Penalty: 977.073364
	Iteration 12Q: 3 clusters Score -2976948 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -2977001.250000 Penalty: 977.073364
	Iteration 13Q: 3 clusters Score -2977001 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -2977062.250000 Penalty: 977.073364
	Iteration 14Q: 3 clusters Score -2977062 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -2977104.250000 Penalty: 977.073364
	Iteration 15Q: 3 clusters Score -2977104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -2977138.000000 Penalty: 977.073364
	Iteration 16Q: 3 clusters Score -2977138 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -2977168.000000 Penalty: 977.073364
	Iteration 17Q: 3 clusters Score -2977168 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -2977186.000000 Penalty: 977.073364
	Iteration 18Q: 3 clusters Score -2977186 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -2977195.000000 Penalty: 977.073364
	Iteration 19Q: 3 clusters Score -2977195 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -2977212.500000 Penalty: 977.073364
	Iteration 20F: 3 clusters Score -2977212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -2977231.250000 Penalty: 977.073364
	Iteration 21Q: 3 clusters Score -2977231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -2977236.250000 Penalty: 977.073364
	Iteration 22Q: 3 clusters Score -2977236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -2977245.500000 Penalty: 977.073364
	Iteration 23Q: 3 clusters Score -2977246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -2977251.000000 Penalty: 977.073364
	Iteration 24Q: 3 clusters Score -2977251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -2977264.250000 Penalty: 977.073364
	Iteration 25Q: 3 clusters Score -2977264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -2977265.500000 Penalty: 977.073364
	Iteration 26Q: 3 clusters Score -2977266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -2977273.250000 Penalty: 977.073364
	Iteration 27Q: 3 clusters Score -2977273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -2977274.500000 Penalty: 977.073364
	Iteration 28Q: 3 clusters Score -2977274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -2977278.500000 Penalty: 977.073364
	Iteration 29Q: 3 clusters Score -2977278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -2977277.250000 Penalty: 977.073364
	Iteration 30Q: 3 clusters Score -2977277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -2977276.000000 Penalty: 977.073364
	Iteration 31Q: 3 clusters Score -2977276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -2977279.000000 Penalty: 977.073364
	Iteration 32Q: 3 clusters Score -2977279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -2977284.500000 Penalty: 977.073364
	Iteration 33Q: 3 clusters Score -2977284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -2977278.500000 Penalty: 977.073364
	Iteration 34Q: 3 clusters Score -2977278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -2977287.250000 Penalty: 977.073364
	Iteration 35Q: 3 clusters Score -2977287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -2977285.750000 Penalty: 977.073364
	Iteration 36Q: 3 clusters Score -2977286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -2977279.750000 Penalty: 977.073364
	Iteration 37Q: 3 clusters Score -2977280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -2977281.250000 Penalty: 977.073364
	Iteration 38Q: 3 clusters Score -2977281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -2977287.750000 Penalty: 977.073364
	Iteration 39Q: 3 clusters Score -2977288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -2977301.250000 Penalty: 977.073364
	Iteration 40F: 3 clusters Score -2977301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -2977292.500000 Penalty: 977.073364
	Iteration 41Q: 3 clusters Score -2977292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -2977295.750000 Penalty: 977.073364
	Iteration 42Q: 3 clusters Score -2977296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -2977303.250000 Penalty: 977.073364
	Iteration 43Q: 3 clusters Score -2977303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -2977304.000000 Penalty: 977.073364
	Iteration 44Q: 3 clusters Score -2977304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -2977305.500000 Penalty: 977.073364
	Iteration 45Q: 3 clusters Score -2977306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -2977311.000000 Penalty: 977.073364
	Iteration 46Q: 3 clusters Score -2977311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -2977306.750000 Penalty: 977.073364
	Iteration 47Q: 3 clusters Score -2977307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -2977302.750000 Penalty: 977.073364
	Iteration 48Q: 3 clusters Score -2977303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -2977300.250000 Penalty: 977.073364
	Iteration 49Q: 3 clusters Score -2977300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -2977305.250000 Penalty: 977.073364
	Iteration 50Q: 3 clusters Score -2977305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -2977309.000000 Penalty: 977.073364
	Iteration 51Q: 3 clusters Score -2977309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -2977303.250000 Penalty: 977.073364
	Iteration 52Q: 3 clusters Score -2977303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -2977304.750000 Penalty: 977.073364
	Iteration 53Q: 3 clusters Score -2977305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -2977308.750000 Penalty: 977.073364
	Iteration 54Q: 3 clusters Score -2977309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -2977302.500000 Penalty: 977.073364
	Iteration 55Q: 3 clusters Score -2977302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -2977304.000000 Penalty: 977.073364
	Iteration 56Q: 3 clusters Score -2977304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -2977305.500000 Penalty: 977.073364
	Iteration 57Q: 3 clusters Score -2977306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -2977300.250000 Penalty: 977.073364
	Iteration 58Q: 3 clusters Score -2977300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -2977306.750000 Penalty: 977.073364
	Iteration 59Q: 3 clusters Score -2977307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -2977303.750000 Penalty: 977.073364
	Iteration 60F: 3 clusters Score -2977304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -2977304.000000 Penalty: 977.073364
	Iteration 61Q: 3 clusters Score -2977304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -2977309.000000 Penalty: 977.073364
	Iteration 62Q: 3 clusters Score -2977309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -2977315.250000 Penalty: 977.073364
	Iteration 63Q: 3 clusters Score -2977315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -2977313.250000 Penalty: 977.073364
	Iteration 64Q: 3 clusters Score -2977313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -2977311.500000 Penalty: 977.073364
	Iteration 65Q: 3 clusters Score -2977312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -2977316.000000 Penalty: 977.073364
	Iteration 66Q: 3 clusters Score -2977316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -2977318.000000 Penalty: 977.073364
	Iteration 67Q: 3 clusters Score -2977318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -2977312.000000 Penalty: 977.073364
	Iteration 68Q: 3 clusters Score -2977312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -2977305.250000 Penalty: 977.073364
	Iteration 69Q: 3 clusters Score -2977305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -2977305.250000 Penalty: 977.073364
	Iteration 70Q: 3 clusters Score -2977305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -2977308.750000 Penalty: 977.073364
	Iteration 71Q: 3 clusters Score -2977309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -2977306.750000 Penalty: 977.073364
	Iteration 72Q: 3 clusters Score -2977307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -2977307.750000 Penalty: 977.073364
	Iteration 73Q: 3 clusters Score -2977308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -2977312.250000 Penalty: 977.073364
	Iteration 74Q: 3 clusters Score -2977312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -2977310.250000 Penalty: 977.073364
	Iteration 75Q: 3 clusters Score -2977310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -2977308.000000 Penalty: 977.073364
	Iteration 76Q: 3 clusters Score -2977308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -2977307.750000 Penalty: 977.073364
	Iteration 77Q: 3 clusters Score -2977308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -2977308.500000 Penalty: 977.073364
	Iteration 78Q: 3 clusters Score -2977308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -2977312.500000 Penalty: 977.073364
	Iteration 79Q: 3 clusters Score -2977312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -2977313.250000 Penalty: 977.073364
	Iteration 80F: 3 clusters Score -2977313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -2977317.500000 Penalty: 977.073364
	Iteration 81Q: 3 clusters Score -2977318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -2977322.500000 Penalty: 977.073364
	Iteration 82Q: 3 clusters Score -2977322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -2977328.750000 Penalty: 977.073364
	Iteration 83Q: 3 clusters Score -2977329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -2977338.250000 Penalty: 977.073364
	Iteration 84Q: 3 clusters Score -2977338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -2977344.500000 Penalty: 977.073364
	Iteration 85Q: 3 clusters Score -2977344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -2977342.750000 Penalty: 977.073364
	Iteration 86Q: 3 clusters Score -2977343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -2977349.250000 Penalty: 977.073364
	Iteration 87Q: 3 clusters Score -2977349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -2977350.500000 Penalty: 977.073364
	Iteration 88Q: 3 clusters Score -2977350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -2977359.000000 Penalty: 977.073364
	Iteration 89Q: 3 clusters Score -2977359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -2977362.250000 Penalty: 977.073364
	Iteration 90Q: 3 clusters Score -2977362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -2977371.250000 Penalty: 977.073364
	Iteration 91Q: 3 clusters Score -2977371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -2977389.250000 Penalty: 977.073364
	Iteration 92Q: 3 clusters Score -2977389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -2977401.000000 Penalty: 977.073364
	Iteration 93Q: 3 clusters Score -2977401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -2977424.250000 Penalty: 977.073364
	Iteration 94Q: 3 clusters Score -2977424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -2977447.250000 Penalty: 977.073364
	Iteration 95Q: 3 clusters Score -2977447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -2977481.750000 Penalty: 977.073364
	Iteration 96Q: 3 clusters Score -2977482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -2977509.000000 Penalty: 977.073364
	Iteration 97Q: 3 clusters Score -2977509 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -2977558.750000 Penalty: 977.073364
	Iteration 98Q: 3 clusters Score -2977559 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -2977621.750000 Penalty: 977.073364
	Iteration 99Q: 3 clusters Score -2977622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -2977662.000000 Penalty: 977.073364
	Iteration 100F: 3 clusters Score -2977662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -2977691.250000 Penalty: 977.073364
	Iteration 101Q: 3 clusters Score -2977691 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -2977744.750000 Penalty: 977.073364
	Iteration 102Q: 3 clusters Score -2977745 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -2977794.500000 Penalty: 977.073364
	Iteration 103Q: 3 clusters Score -2977794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -2977854.500000 Penalty: 977.073364
	Iteration 104Q: 3 clusters Score -2977854 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -2977972.250000 Penalty: 977.073364
	Iteration 105Q: 3 clusters Score -2977972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -2978125.250000 Penalty: 977.073364
	Iteration 106Q: 3 clusters Score -2978125 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -2978248.000000 Penalty: 977.073364
	Iteration 107Q: 3 clusters Score -2978248 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -2978405.000000 Penalty: 977.073364
	Iteration 108Q: 3 clusters Score -2978405 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -2978544.000000 Penalty: 977.073364
	Iteration 109Q: 3 clusters Score -2978544 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -2978672.750000 Penalty: 977.073364
	Iteration 110Q: 3 clusters Score -2978673 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -2978808.000000 Penalty: 977.073364
	Iteration 111Q: 3 clusters Score -2978808 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -2978919.250000 Penalty: 977.073364
	Iteration 112Q: 3 clusters Score -2978919 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -2979066.500000 Penalty: 977.073364
	Iteration 113Q: 3 clusters Score -2979066 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -2979195.750000 Penalty: 977.073364
	Iteration 114Q: 3 clusters Score -2979196 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -2979344.250000 Penalty: 977.073364
	Iteration 115Q: 3 clusters Score -2979344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -2979481.500000 Penalty: 977.073364
	Iteration 116Q: 3 clusters Score -2979482 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -2979601.750000 Penalty: 977.073364
	Iteration 117Q: 3 clusters Score -2979602 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -2979703.750000 Penalty: 977.073364
	Iteration 118Q: 3 clusters Score -2979704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -2979776.000000 Penalty: 977.073364
	Iteration 119Q: 3 clusters Score -2979776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -2979809.250000 Penalty: 977.073364
	Iteration 120F: 3 clusters Score -2979809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -2979858.750000 Penalty: 977.073364
	Iteration 121Q: 3 clusters Score -2979859 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -2979880.000000 Penalty: 977.073364
	Iteration 122Q: 3 clusters Score -2979880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -2979900.750000 Penalty: 977.073364
	Iteration 123Q: 3 clusters Score -2979901 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -2979926.000000 Penalty: 977.073364
	Iteration 124Q: 3 clusters Score -2979926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -2979943.500000 Penalty: 977.073364
	Iteration 125Q: 3 clusters Score -2979944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -2979965.250000 Penalty: 977.073364
	Iteration 126Q: 3 clusters Score -2979965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -2979978.000000 Penalty: 977.073364
	Iteration 127Q: 3 clusters Score -2979978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -2979992.750000 Penalty: 977.073364
	Iteration 128Q: 3 clusters Score -2979993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -2980003.000000 Penalty: 977.073364
	Iteration 129Q: 3 clusters Score -2980003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -2980005.250000 Penalty: 977.073364
	Iteration 130Q: 3 clusters Score -2980005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -2980017.750000 Penalty: 977.073364
	Iteration 131Q: 3 clusters Score -2980018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -2980034.500000 Penalty: 977.073364
	Iteration 132Q: 3 clusters Score -2980034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -2980036.500000 Penalty: 977.073364
	Iteration 133Q: 3 clusters Score -2980036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -2980042.750000 Penalty: 977.073364
	Iteration 134Q: 3 clusters Score -2980043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -2980048.500000 Penalty: 977.073364
	Iteration 135Q: 3 clusters Score -2980048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -2980062.500000 Penalty: 977.073364
	Iteration 136Q: 3 clusters Score -2980062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -2980071.250000 Penalty: 977.073364
	Iteration 137Q: 3 clusters Score -2980071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -2980072.000000 Penalty: 977.073364
	Iteration 138Q: 3 clusters Score -2980072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -2980070.750000 Penalty: 977.073364
	Iteration 139Q: 3 clusters Score -2980071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -2980068.250000 Penalty: 977.073364
	Iteration 140F: 3 clusters Score -2980068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -2980073.250000 Penalty: 977.073364
	Iteration 141Q: 3 clusters Score -2980073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -2980074.750000 Penalty: 977.073364
	Iteration 142Q: 3 clusters Score -2980075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -2980075.750000 Penalty: 977.073364
	Iteration 143Q: 3 clusters Score -2980076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -2980080.500000 Penalty: 977.073364
	Iteration 144Q: 3 clusters Score -2980080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -2980082.750000 Penalty: 977.073364
	Iteration 145Q: 3 clusters Score -2980083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -2980082.750000 Penalty: 977.073364
	Iteration 146Q: 3 clusters Score -2980083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -2980080.500000 Penalty: 977.073364
	Iteration 147Q: 3 clusters Score -2980080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -2980086.250000 Penalty: 977.073364
	Iteration 148Q: 3 clusters Score -2980086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -2980082.500000 Penalty: 977.073364
	Iteration 149Q: 3 clusters Score -2980082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -2980082.500000 Penalty: 977.073364
	Iteration 150Q: 3 clusters Score -2980082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -2980082.500000 Penalty: 977.073364
	Iteration 151F: 3 clusters Score -2980082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Entering Unmasked Estep 
Score: -2689942.000000 Penalty: 484.968414
	Iteration 0F: 2 clusters Score -2689942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2662027.000000 Penalty: 969.936829
	Iteration 0F: 3 clusters Score -2662027 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2674588.250000 Penalty: 969.936829
	Iteration 1F: 3 clusters Score -2674588 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2675205.250000 Penalty: 969.936829
	Iteration 2Q: 3 clusters Score -2675205 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2676250.750000 Penalty: 969.936829
	Iteration 3Q: 3 clusters Score -2676251 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2678023.500000 Penalty: 969.936829
	Iteration 4F: 3 clusters Score -2678024 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2680624.250000 Penalty: 969.936829
	Iteration 5F: 3 clusters Score -2680624 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2683347.250000 Penalty: 969.936829
	Iteration 6F: 3 clusters Score -2683347 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2685026.250000 Penalty: 969.936829
	Iteration 7F: 3 clusters Score -2685026 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2685722.750000 Penalty: 969.936829
	Iteration 8Q: 3 clusters Score -2685723 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2686064.750000 Penalty: 969.936829
	Iteration 9Q: 3 clusters Score -2686065 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2686353.000000 Penalty: 969.936829
	Iteration 10Q: 3 clusters Score -2686353 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2686634.500000 Penalty: 969.936829
	Iteration 11Q: 3 clusters Score -2686634 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2686834.500000 Penalty: 969.936829
	Iteration 12Q: 3 clusters Score -2686834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2686991.500000 Penalty: 969.936829
	Iteration 13Q: 3 clusters Score -2686992 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2687141.000000 Penalty: 969.936829
	Iteration 14Q: 3 clusters Score -2687141 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2687298.000000 Penalty: 969.936829
	Iteration 15Q: 3 clusters Score -2687298 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2687455.250000 Penalty: 969.936829
	Iteration 16Q: 3 clusters Score -2687455 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2687576.000000 Penalty: 969.936829
	Iteration 17Q: 3 clusters Score -2687576 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2687714.500000 Penalty: 969.936829
	Iteration 18Q: 3 clusters Score -2687714 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2687846.000000 Penalty: 969.936829
	Iteration 19Q: 3 clusters Score -2687846 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2687954.500000 Penalty: 969.936829
	Iteration 20F: 3 clusters Score -2687954 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2688076.250000 Penalty: 969.936829
	Iteration 21Q: 3 clusters Score -2688076 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2688211.000000 Penalty: 969.936829
	Iteration 22Q: 3 clusters Score -2688211 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2688336.250000 Penalty: 969.936829
	Iteration 23Q: 3 clusters Score -2688336 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2688471.250000 Penalty: 969.936829
	Iteration 24Q: 3 clusters Score -2688471 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2688637.000000 Penalty: 969.936829
	Iteration 25Q: 3 clusters Score -2688637 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -2688775.500000 Penalty: 969.936829
	Iteration 26Q: 3 clusters Score -2688776 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2688943.000000 Penalty: 969.936829
	Iteration 27Q: 3 clusters Score -2688943 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2689082.500000 Penalty: 969.936829
	Iteration 28Q: 3 clusters Score -2689082 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -2689208.500000 Penalty: 969.936829
	Iteration 29Q: 3 clusters Score -2689208 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2689302.000000 Penalty: 969.936829
	Iteration 30Q: 3 clusters Score -2689302 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -2689354.000000 Penalty: 969.936829
	Iteration 31Q: 3 clusters Score -2689354 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -2689426.000000 Penalty: 969.936829
	Iteration 32Q: 3 clusters Score -2689426 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -2689483.500000 Penalty: 969.936829
	Iteration 33Q: 3 clusters Score -2689484 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -2689530.250000 Penalty: 969.936829
	Iteration 34Q: 3 clusters Score -2689530 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -2689563.000000 Penalty: 969.936829
	Iteration 35Q: 3 clusters Score -2689563 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -2689591.750000 Penalty: 969.936829
	Iteration 36Q: 3 clusters Score -2689592 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -2689622.250000 Penalty: 969.936829
	Iteration 37Q: 3 clusters Score -2689622 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -2689636.750000 Penalty: 969.936829
	Iteration 38Q: 3 clusters Score -2689637 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -2689652.750000 Penalty: 969.936829
	Iteration 39Q: 3 clusters Score -2689653 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -2689716.000000 Penalty: 969.936829
	Iteration 40F: 3 clusters Score -2689716 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -2689776.250000 Penalty: 969.936829
	Iteration 41Q: 3 clusters Score -2689776 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -2689821.000000 Penalty: 969.936829
	Iteration 42Q: 3 clusters Score -2689821 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -2689857.000000 Penalty: 969.936829
	Iteration 43Q: 3 clusters Score -2689857 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -2689897.000000 Penalty: 969.936829
	Iteration 44Q: 3 clusters Score -2689897 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -2689934.000000 Penalty: 969.936829
	Iteration 45Q: 3 clusters Score -2689934 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -2689962.500000 Penalty: 969.936829
	Iteration 46Q: 3 clusters Score -2689962 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -2689987.250000 Penalty: 969.936829
	Iteration 47Q: 3 clusters Score -2689987 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -2690009.000000 Penalty: 969.936829
	Iteration 48Q: 3 clusters Score -2690009 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -2690020.750000 Penalty: 969.936829
	Iteration 49Q: 3 clusters Score -2690021 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -2690034.000000 Penalty: 969.936829
	Iteration 50Q: 3 clusters Score -2690034 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -2690046.250000 Penalty: 969.936829
	Iteration 51Q: 3 clusters Score -2690046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -2690066.750000 Penalty: 969.936829
	Iteration 52Q: 3 clusters Score -2690067 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -2690095.500000 Penalty: 969.936829
	Iteration 53Q: 3 clusters Score -2690096 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -2690118.250000 Penalty: 969.936829
	Iteration 54Q: 3 clusters Score -2690118 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -2690123.000000 Penalty: 969.936829
	Iteration 55Q: 3 clusters Score -2690123 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -2690132.500000 Penalty: 969.936829
	Iteration 56Q: 3 clusters Score -2690132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -2690147.250000 Penalty: 969.936829
	Iteration 57Q: 3 clusters Score -2690147 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -2690159.500000 Penalty: 969.936829
	Iteration 58Q: 3 clusters Score -2690160 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -2690163.250000 Penalty: 969.936829
	Iteration 59Q: 3 clusters Score -2690163 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -2690161.000000 Penalty: 969.936829
	Iteration 60F: 3 clusters Score -2690161 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -2690163.750000 Penalty: 969.936829
	Iteration 61Q: 3 clusters Score -2690164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -2690158.500000 Penalty: 969.936829
	Iteration 62Q: 3 clusters Score -2690158 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -2690142.750000 Penalty: 969.936829
	Iteration 63Q: 3 clusters Score -2690143 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -2690138.750000 Penalty: 969.936829
	Iteration 64Q: 3 clusters Score -2690139 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -2690128.000000 Penalty: 969.936829
	Iteration 65Q: 3 clusters Score -2690128 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -2690128.500000 Penalty: 969.936829
	Iteration 66Q: 3 clusters Score -2690128 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -2690133.000000 Penalty: 969.936829
	Iteration 67Q: 3 clusters Score -2690133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -2690124.500000 Penalty: 969.936829
	Iteration 68Q: 3 clusters Score -2690124 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -2690120.000000 Penalty: 969.936829
	Iteration 69Q: 3 clusters Score -2690120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2690089.750000 Penalty: 969.936829
	Iteration 70Q: 3 clusters Score -2690090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -2690071.500000 Penalty: 969.936829
	Iteration 71Q: 3 clusters Score -2690072 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -2690050.250000 Penalty: 969.936829
	Iteration 72Q: 3 clusters Score -2690050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -2690019.500000 Penalty: 969.936829
	Iteration 73Q: 3 clusters Score -2690020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -2690012.250000 Penalty: 969.936829
	Iteration 74Q: 3 clusters Score -2690012 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -2689997.750000 Penalty: 969.936829
	Iteration 75Q: 3 clusters Score -2689998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -2689962.000000 Penalty: 969.936829
	Iteration 76Q: 3 clusters Score -2689962 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -2689920.750000 Penalty: 969.936829
	Iteration 77Q: 3 clusters Score -2689921 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -2689866.750000 Penalty: 969.936829
	Iteration 78Q: 3 clusters Score -2689867 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -2689854.500000 Penalty: 969.936829
	Iteration 79Q: 3 clusters Score -2689854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -2689845.750000 Penalty: 969.936829
	Iteration 80F: 3 clusters Score -2689846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -2689836.750000 Penalty: 969.936829
	Iteration 81Q: 3 clusters Score -2689837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -2689820.750000 Penalty: 969.936829
	Iteration 82Q: 3 clusters Score -2689821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -2689816.750000 Penalty: 969.936829
	Iteration 83Q: 3 clusters Score -2689817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -2689825.750000 Penalty: 969.936829
	Iteration 84Q: 3 clusters Score -2689826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -2689824.500000 Penalty: 969.936829
	Iteration 85Q: 3 clusters Score -2689824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -2689813.500000 Penalty: 969.936829
	Iteration 86Q: 3 clusters Score -2689814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -2689812.500000 Penalty: 969.936829
	Iteration 87Q: 3 clusters Score -2689812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -2689802.250000 Penalty: 969.936829
	Iteration 88Q: 3 clusters Score -2689802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -2689810.000000 Penalty: 969.936829
	Iteration 89Q: 3 clusters Score -2689810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -2689810.000000 Penalty: 969.936829
	Iteration 90Q: 3 clusters Score -2689810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -2689799.250000 Penalty: 969.936829
	Iteration 91Q: 3 clusters Score -2689799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -2689790.000000 Penalty: 969.936829
	Iteration 92Q: 3 clusters Score -2689790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -2689784.000000 Penalty: 969.936829
	Iteration 93Q: 3 clusters Score -2689784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -2689776.250000 Penalty: 969.936829
	Iteration 94Q: 3 clusters Score -2689776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -2689762.250000 Penalty: 969.936829
	Iteration 95Q: 3 clusters Score -2689762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -2689749.500000 Penalty: 969.936829
	Iteration 96Q: 3 clusters Score -2689750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -2689738.500000 Penalty: 969.936829
	Iteration 97Q: 3 clusters Score -2689738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -2689726.500000 Penalty: 969.936829
	Iteration 98Q: 3 clusters Score -2689726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -2689736.250000 Penalty: 969.936829
	Iteration 99Q: 3 clusters Score -2689736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -2689733.750000 Penalty: 969.936829
	Iteration 100F: 3 clusters Score -2689734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -2689728.000000 Penalty: 969.936829
	Iteration 101Q: 3 clusters Score -2689728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -2689726.500000 Penalty: 969.936829
	Iteration 102Q: 3 clusters Score -2689726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -2689726.000000 Penalty: 969.936829
	Iteration 103Q: 3 clusters Score -2689726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -2689733.000000 Penalty: 969.936829
	Iteration 104Q: 3 clusters Score -2689733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -2689734.250000 Penalty: 969.936829
	Iteration 105Q: 3 clusters Score -2689734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -2689721.750000 Penalty: 969.936829
	Iteration 106Q: 3 clusters Score -2689722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -2689714.250000 Penalty: 969.936829
	Iteration 107Q: 3 clusters Score -2689714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -2689713.750000 Penalty: 969.936829
	Iteration 108Q: 3 clusters Score -2689714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -2689713.500000 Penalty: 969.936829
	Iteration 109Q: 3 clusters Score -2689714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -2689712.750000 Penalty: 969.936829
	Iteration 110Q: 3 clusters Score -2689713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -2689715.000000 Penalty: 969.936829
	Iteration 111Q: 3 clusters Score -2689715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -2689709.000000 Penalty: 969.936829
	Iteration 112Q: 3 clusters Score -2689709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -2689710.000000 Penalty: 969.936829
	Iteration 113Q: 3 clusters Score -2689710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -2689707.250000 Penalty: 969.936829
	Iteration 114Q: 3 clusters Score -2689707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -2689709.250000 Penalty: 969.936829
	Iteration 115Q: 3 clusters Score -2689709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -2689712.250000 Penalty: 969.936829
	Iteration 116Q: 3 clusters Score -2689712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -2689707.250000 Penalty: 969.936829
	Iteration 117Q: 3 clusters Score -2689707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -2689704.500000 Penalty: 969.936829
	Iteration 118Q: 3 clusters Score -2689704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -2689705.000000 Penalty: 969.936829
	Iteration 119Q: 3 clusters Score -2689705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -2689704.000000 Penalty: 969.936829
	Iteration 120F: 3 clusters Score -2689704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -2689707.000000 Penalty: 969.936829
	Iteration 121Q: 3 clusters Score -2689707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -2689705.500000 Penalty: 969.936829
	Iteration 122Q: 3 clusters Score -2689706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -2689705.500000 Penalty: 969.936829
	Iteration 123F: 3 clusters Score -2689706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Entering Unmasked Estep 
Score: -825178.062500 Penalty: 433.929230
	Iteration 0F: 2 clusters Score -825178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -816046.625000 Penalty: 867.858459
	Iteration 0F: 3 clusters Score -816046.6 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -819983.375000 Penalty: 867.858459
	Iteration 1F: 3 clusters Score -819983.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -820600.562500 Penalty: 867.858459
	Iteration 2F: 3 clusters Score -820600.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -821548.750000 Penalty: 867.858459
	Iteration 3F: 3 clusters Score -821548.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -822632.250000 Penalty: 867.858459
	Iteration 4F: 3 clusters Score -822632.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -823539.812500 Penalty: 867.858459
	Iteration 5F: 3 clusters Score -823539.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -824023.875000 Penalty: 867.858459
	Iteration 6F: 3 clusters Score -824023.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -824306.250000 Penalty: 867.858459
	Iteration 7Q: 3 clusters Score -824306.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -824563.187500 Penalty: 867.858459
	Iteration 8Q: 3 clusters Score -824563.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -824801.687500 Penalty: 867.858459
	Iteration 9Q: 3 clusters Score -824801.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -824936.500000 Penalty: 867.858459
	Iteration 10Q: 3 clusters Score -824936.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -825026.687500 Penalty: 867.858459
	Iteration 11Q: 3 clusters Score -825026.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -825083.937500 Penalty: 867.858459
	Iteration 12Q: 3 clusters Score -825083.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -825109.750000 Penalty: 867.858459
	Iteration 13Q: 3 clusters Score -825109.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -825129.312500 Penalty: 867.858459
	Iteration 14Q: 3 clusters Score -825129.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -825144.312500 Penalty: 867.858459
	Iteration 15Q: 3 clusters Score -825144.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -825151.187500 Penalty: 867.858459
	Iteration 16Q: 3 clusters Score -825151.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -825159.250000 Penalty: 867.858459
	Iteration 17Q: 3 clusters Score -825159.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -825165.312500 Penalty: 867.858459
	Iteration 18Q: 3 clusters Score -825165.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -825168.375000 Penalty: 867.858459
	Iteration 19Q: 3 clusters Score -825168.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -825174.000000 Penalty: 867.858459
	Iteration 20F: 3 clusters Score -825174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -825181.750000 Penalty: 867.858459
	Iteration 21Q: 3 clusters Score -825181.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -825187.500000 Penalty: 867.858459
	Iteration 22Q: 3 clusters Score -825187.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -825190.750000 Penalty: 867.858459
	Iteration 23Q: 3 clusters Score -825190.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -825195.375000 Penalty: 867.858459
	Iteration 24Q: 3 clusters Score -825195.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -825197.875000 Penalty: 867.858459
	Iteration 25Q: 3 clusters Score -825197.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -825200.187500 Penalty: 867.858459
	Iteration 26Q: 3 clusters Score -825200.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -825201.812500 Penalty: 867.858459
	Iteration 27Q: 3 clusters Score -825201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -825201.750000 Penalty: 867.858459
	Iteration 28Q: 3 clusters Score -825201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -825203.812500 Penalty: 867.858459
	Iteration 29Q: 3 clusters Score -825203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -825204.937500 Penalty: 867.858459
	Iteration 30Q: 3 clusters Score -825204.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -825202.937500 Penalty: 867.858459
	Iteration 31Q: 3 clusters Score -825202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -825205.375000 Penalty: 867.858459
	Iteration 32Q: 3 clusters Score -825205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -825207.500000 Penalty: 867.858459
	Iteration 33Q: 3 clusters Score -825207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -825207.562500 Penalty: 867.858459
	Iteration 34Q: 3 clusters Score -825207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -825206.437500 Penalty: 867.858459
	Iteration 35Q: 3 clusters Score -825206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -825204.875000 Penalty: 867.858459
	Iteration 36Q: 3 clusters Score -825204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -825206.250000 Penalty: 867.858459
	Iteration 37Q: 3 clusters Score -825206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -825206.937500 Penalty: 867.858459
	Iteration 38Q: 3 clusters Score -825206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -825205.812500 Penalty: 867.858459
	Iteration 39Q: 3 clusters Score -825205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -825207.437500 Penalty: 867.858459
	Iteration 40F: 3 clusters Score -825207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -825206.750000 Penalty: 867.858459
	Iteration 41Q: 3 clusters Score -825206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -825205.625000 Penalty: 867.858459
	Iteration 42Q: 3 clusters Score -825205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -825207.062500 Penalty: 867.858459
	Iteration 43Q: 3 clusters Score -825207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -825207.937500 Penalty: 867.858459
	Iteration 44Q: 3 clusters Score -825207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -825207.562500 Penalty: 867.858459
	Iteration 45Q: 3 clusters Score -825207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -825208.437500 Penalty: 867.858459
	Iteration 46Q: 3 clusters Score -825208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -825207.312500 Penalty: 867.858459
	Iteration 47Q: 3 clusters Score -825207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -825207.312500 Penalty: 867.858459
	Iteration 48F: 3 clusters Score -825207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 43371 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31474 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 71614 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 167429 members 
Mstep: Class 14 contains 46031 members 
Mstep: Class 15 contains 42559 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 73046 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 39435 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 4674 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2184 members 
Mstep: Class 32 contains 7317 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43693 members 
Mstep: Class 35 contains 9904 members 
Entering Unmasked Estep 
Score: -42219968.000000 Penalty: 21425.742188
Splitting cluster 16 changes total score from -42219872.000000 to -42219968.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (73046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Entering Unmasked Estep 
Score: -4409861.500000 Penalty: 509.547455
	Iteration 0F: 2 clusters Score -4409862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4361600.500000 Penalty: 1019.094910
	Iteration 0F: 3 clusters Score -4361600 nChanged 35701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4383032.500000 Penalty: 1019.094910
	Iteration 1F: 3 clusters Score -4383032 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -4384198.500000 Penalty: 1019.094910
	Iteration 2Q: 3 clusters Score -4384198 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4386095.000000 Penalty: 1019.094910
	Iteration 3F: 3 clusters Score -4386095 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -4388965.000000 Penalty: 1019.094910
	Iteration 4F: 3 clusters Score -4388965 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -4392909.500000 Penalty: 1019.094910
	Iteration 5F: 3 clusters Score -4392910 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -4397137.000000 Penalty: 1019.094910
	Iteration 6F: 3 clusters Score -4397137 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -4400196.000000 Penalty: 1019.094910
	Iteration 7F: 3 clusters Score -4400196 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -4401436.500000 Penalty: 1019.094910
	Iteration 8Q: 3 clusters Score -4401436 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -4401910.500000 Penalty: 1019.094910
	Iteration 9Q: 3 clusters Score -4401910 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -4402339.000000 Penalty: 1019.094910
	Iteration 10Q: 3 clusters Score -4402339 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -4402753.500000 Penalty: 1019.094910
	Iteration 11Q: 3 clusters Score -4402754 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -4403227.500000 Penalty: 1019.094910
	Iteration 12Q: 3 clusters Score -4403228 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -4403744.000000 Penalty: 1019.094910
	Iteration 13Q: 3 clusters Score -4403744 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -4404282.000000 Penalty: 1019.094910
	Iteration 14Q: 3 clusters Score -4404282 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -4404780.000000 Penalty: 1019.094910
	Iteration 15Q: 3 clusters Score -4404780 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -4405263.000000 Penalty: 1019.094910
	Iteration 16Q: 3 clusters Score -4405263 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -4405627.000000 Penalty: 1019.094910
	Iteration 17Q: 3 clusters Score -4405627 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -4405886.000000 Penalty: 1019.094910
	Iteration 18Q: 3 clusters Score -4405886 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -4406117.000000 Penalty: 1019.094910
	Iteration 19Q: 3 clusters Score -4406117 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -4406264.000000 Penalty: 1019.094910
	Iteration 20F: 3 clusters Score -4406264 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -4406406.500000 Penalty: 1019.094910
	Iteration 21Q: 3 clusters Score -4406406 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -4406530.500000 Penalty: 1019.094910
	Iteration 22Q: 3 clusters Score -4406530 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -4406690.000000 Penalty: 1019.094910
	Iteration 23Q: 3 clusters Score -4406690 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -4406786.500000 Penalty: 1019.094910
	Iteration 24Q: 3 clusters Score -4406786 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -4406928.500000 Penalty: 1019.094910
	Iteration 25Q: 3 clusters Score -4406928 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -4407032.000000 Penalty: 1019.094910
	Iteration 26Q: 3 clusters Score -4407032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -4407137.000000 Penalty: 1019.094910
	Iteration 27Q: 3 clusters Score -4407137 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -4407296.500000 Penalty: 1019.094910
	Iteration 28Q: 3 clusters Score -4407296 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -4407395.500000 Penalty: 1019.094910
	Iteration 29Q: 3 clusters Score -4407396 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -4407512.500000 Penalty: 1019.094910
	Iteration 30Q: 3 clusters Score -4407512 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -4407694.000000 Penalty: 1019.094910
	Iteration 31Q: 3 clusters Score -4407694 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -4407818.000000 Penalty: 1019.094910
	Iteration 32Q: 3 clusters Score -4407818 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -4407986.500000 Penalty: 1019.094910
	Iteration 33Q: 3 clusters Score -4407986 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -4408140.500000 Penalty: 1019.094910
	Iteration 34Q: 3 clusters Score -4408140 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -4408324.500000 Penalty: 1019.094910
	Iteration 35Q: 3 clusters Score -4408324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -4408456.500000 Penalty: 1019.094910
	Iteration 36Q: 3 clusters Score -4408456 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -4408591.500000 Penalty: 1019.094910
	Iteration 37Q: 3 clusters Score -4408592 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -4408722.000000 Penalty: 1019.094910
	Iteration 38Q: 3 clusters Score -4408722 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -4408835.000000 Penalty: 1019.094910
	Iteration 39Q: 3 clusters Score -4408835 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -4408953.500000 Penalty: 1019.094910
	Iteration 40F: 3 clusters Score -4408954 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -4409034.500000 Penalty: 1019.094910
	Iteration 41Q: 3 clusters Score -4409034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -4409111.000000 Penalty: 1019.094910
	Iteration 42Q: 3 clusters Score -4409111 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -4409174.000000 Penalty: 1019.094910
	Iteration 43Q: 3 clusters Score -4409174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -4409231.500000 Penalty: 1019.094910
	Iteration 44Q: 3 clusters Score -4409232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -4409273.500000 Penalty: 1019.094910
	Iteration 45Q: 3 clusters Score -4409274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -4409308.500000 Penalty: 1019.094910
	Iteration 46Q: 3 clusters Score -4409308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -4409359.000000 Penalty: 1019.094910
	Iteration 47Q: 3 clusters Score -4409359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -4409378.500000 Penalty: 1019.094910
	Iteration 48Q: 3 clusters Score -4409378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -4409410.000000 Penalty: 1019.094910
	Iteration 49Q: 3 clusters Score -4409410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -4409449.500000 Penalty: 1019.094910
	Iteration 50Q: 3 clusters Score -4409450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -4409456.000000 Penalty: 1019.094910
	Iteration 51Q: 3 clusters Score -4409456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -4409476.000000 Penalty: 1019.094910
	Iteration 52Q: 3 clusters Score -4409476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -4409491.500000 Penalty: 1019.094910
	Iteration 53Q: 3 clusters Score -4409492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -4409506.000000 Penalty: 1019.094910
	Iteration 54Q: 3 clusters Score -4409506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -4409508.500000 Penalty: 1019.094910
	Iteration 55Q: 3 clusters Score -4409508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -4409514.500000 Penalty: 1019.094910
	Iteration 56Q: 3 clusters Score -4409514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -4409525.000000 Penalty: 1019.094910
	Iteration 57Q: 3 clusters Score -4409525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -4409525.500000 Penalty: 1019.094910
	Iteration 58Q: 3 clusters Score -4409526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -4409527.500000 Penalty: 1019.094910
	Iteration 59Q: 3 clusters Score -4409528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -4409532.500000 Penalty: 1019.094910
	Iteration 60F: 3 clusters Score -4409532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -4409537.000000 Penalty: 1019.094910
	Iteration 61Q: 3 clusters Score -4409537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -4409538.000000 Penalty: 1019.094910
	Iteration 62Q: 3 clusters Score -4409538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -4409532.000000 Penalty: 1019.094910
	Iteration 63Q: 3 clusters Score -4409532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -4409530.000000 Penalty: 1019.094910
	Iteration 64Q: 3 clusters Score -4409530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -4409530.000000 Penalty: 1019.094910
	Iteration 65Q: 3 clusters Score -4409530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -4409530.500000 Penalty: 1019.094910
	Iteration 66Q: 3 clusters Score -4409530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -4409530.500000 Penalty: 1019.094910
	Iteration 67F: 3 clusters Score -4409530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -17367.955078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -17367.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17020.236328 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -17020.24 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17109.068359 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -17109.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17119.011719 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -17119.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17124.585938 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -17124.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17126.984375 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -17126.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17131.933594 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -17131.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17135.583984 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -17135.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17140.689453 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -17140.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17142.205078 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -17142.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17143.019531 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -17143.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17143.771484 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -17143.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17146.742188 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -17146.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17155.400391 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -17155.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17164.226562 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -17164.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17166.470703 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -17166.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17167.425781 Penalty: 511.785614
	Iteration 15Q: 3 clusters Score -17167.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17167.582031 Penalty: 511.785614
	Iteration 16Q: 3 clusters Score -17167.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17168.027344 Penalty: 511.785614
	Iteration 17Q: 3 clusters Score -17168.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17168.027344 Penalty: 511.785614
	Iteration 18F: 3 clusters Score -17168.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -30825.466797 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -30825.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30271.572266 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -30271.57 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30447.642578 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -30447.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30511.326172 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -30511.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30544.433594 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -30544.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30575.236328 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -30575.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30601.279297 Penalty: 581.816772
	Iteration 5F: 3 clusters Score -30601.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30612.039062 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -30612.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30617.001953 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -30617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30618.683594 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -30618.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30620.351562 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -30620.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30622.900391 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -30622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30627.025391 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -30627.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30634.232422 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -30634.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30640.552734 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -30640.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30645.429688 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -30645.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30647.640625 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -30647.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30647.792969 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -30647.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30647.792969 Penalty: 581.816772
	Iteration 17F: 3 clusters Score -30647.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Entering Unmasked Estep 
Score: -2598960.000000 Penalty: 481.499603
	Iteration 0F: 2 clusters Score -2598960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2573710.500000 Penalty: 962.999207
	Iteration 0F: 3 clusters Score -2573710 nChanged 18985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2584800.500000 Penalty: 962.999207
	Iteration 1F: 3 clusters Score -2584800 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2585339.000000 Penalty: 962.999207
	Iteration 2Q: 3 clusters Score -2585339 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2586155.750000 Penalty: 962.999207
	Iteration 3F: 3 clusters Score -2586156 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -2587335.000000 Penalty: 962.999207
	Iteration 4F: 3 clusters Score -2587335 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -2588996.000000 Penalty: 962.999207
	Iteration 5F: 3 clusters Score -2588996 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2591182.000000 Penalty: 962.999207
	Iteration 6F: 3 clusters Score -2591182 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -2593136.500000 Penalty: 962.999207
	Iteration 7F: 3 clusters Score -2593136 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -2594209.000000 Penalty: 962.999207
	Iteration 8Q: 3 clusters Score -2594209 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -2594654.250000 Penalty: 962.999207
	Iteration 9Q: 3 clusters Score -2594654 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -2594843.000000 Penalty: 962.999207
	Iteration 10Q: 3 clusters Score -2594843 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -2594933.000000 Penalty: 962.999207
	Iteration 11Q: 3 clusters Score -2594933 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -2594983.250000 Penalty: 962.999207
	Iteration 12Q: 3 clusters Score -2594983 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -2595036.250000 Penalty: 962.999207
	Iteration 13Q: 3 clusters Score -2595036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -2595069.500000 Penalty: 962.999207
	Iteration 14Q: 3 clusters Score -2595070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -2595073.250000 Penalty: 962.999207
	Iteration 15Q: 3 clusters Score -2595073 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -2595086.750000 Penalty: 962.999207
	Iteration 16Q: 3 clusters Score -2595087 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -2595107.250000 Penalty: 962.999207
	Iteration 17Q: 3 clusters Score -2595107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -2595127.250000 Penalty: 962.999207
	Iteration 18Q: 3 clusters Score -2595127 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -2595139.750000 Penalty: 962.999207
	Iteration 19Q: 3 clusters Score -2595140 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -2595151.500000 Penalty: 962.999207
	Iteration 20F: 3 clusters Score -2595152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -2595156.000000 Penalty: 962.999207
	Iteration 21Q: 3 clusters Score -2595156 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -2595170.000000 Penalty: 962.999207
	Iteration 22Q: 3 clusters Score -2595170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -2595162.500000 Penalty: 962.999207
	Iteration 23Q: 3 clusters Score -2595162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -2595164.500000 Penalty: 962.999207
	Iteration 24Q: 3 clusters Score -2595164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -2595156.250000 Penalty: 962.999207
	Iteration 25Q: 3 clusters Score -2595156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -2595143.750000 Penalty: 962.999207
	Iteration 26Q: 3 clusters Score -2595144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -2595129.250000 Penalty: 962.999207
	Iteration 27Q: 3 clusters Score -2595129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -2595109.500000 Penalty: 962.999207
	Iteration 28Q: 3 clusters Score -2595110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -2595080.500000 Penalty: 962.999207
	Iteration 29Q: 3 clusters Score -2595080 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2595072.500000 Penalty: 962.999207
	Iteration 30Q: 3 clusters Score -2595072 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -2595068.250000 Penalty: 962.999207
	Iteration 31Q: 3 clusters Score -2595068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -2595061.750000 Penalty: 962.999207
	Iteration 32Q: 3 clusters Score -2595062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -2595051.000000 Penalty: 962.999207
	Iteration 33Q: 3 clusters Score -2595051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2595051.750000 Penalty: 962.999207
	Iteration 34Q: 3 clusters Score -2595052 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -2595049.000000 Penalty: 962.999207
	Iteration 35Q: 3 clusters Score -2595049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -2595041.500000 Penalty: 962.999207
	Iteration 36Q: 3 clusters Score -2595042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -2595032.500000 Penalty: 962.999207
	Iteration 37Q: 3 clusters Score -2595032 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -2595019.250000 Penalty: 962.999207
	Iteration 38Q: 3 clusters Score -2595019 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -2594993.750000 Penalty: 962.999207
	Iteration 39Q: 3 clusters Score -2594994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2594966.500000 Penalty: 962.999207
	Iteration 40F: 3 clusters Score -2594966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -2594946.000000 Penalty: 962.999207
	Iteration 41Q: 3 clusters Score -2594946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -2594951.000000 Penalty: 962.999207
	Iteration 42Q: 3 clusters Score -2594951 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -2594917.500000 Penalty: 962.999207
	Iteration 43Q: 3 clusters Score -2594918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -2594904.750000 Penalty: 962.999207
	Iteration 44Q: 3 clusters Score -2594905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -2594894.500000 Penalty: 962.999207
	Iteration 45Q: 3 clusters Score -2594894 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -2594906.500000 Penalty: 962.999207
	Iteration 46Q: 3 clusters Score -2594906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -2594901.000000 Penalty: 962.999207
	Iteration 47Q: 3 clusters Score -2594901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -2594902.500000 Penalty: 962.999207
	Iteration 48Q: 3 clusters Score -2594902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2594890.750000 Penalty: 962.999207
	Iteration 49Q: 3 clusters Score -2594891 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -2594867.750000 Penalty: 962.999207
	Iteration 50Q: 3 clusters Score -2594868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -2594859.750000 Penalty: 962.999207
	Iteration 51Q: 3 clusters Score -2594860 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -2594872.000000 Penalty: 962.999207
	Iteration 52Q: 3 clusters Score -2594872 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2594851.250000 Penalty: 962.999207
	Iteration 53Q: 3 clusters Score -2594851 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -2594840.250000 Penalty: 962.999207
	Iteration 54Q: 3 clusters Score -2594840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -2594835.000000 Penalty: 962.999207
	Iteration 55Q: 3 clusters Score -2594835 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2594843.000000 Penalty: 962.999207
	Iteration 56Q: 3 clusters Score -2594843 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -2594824.000000 Penalty: 962.999207
	Iteration 57Q: 3 clusters Score -2594824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2594824.250000 Penalty: 962.999207
	Iteration 58Q: 3 clusters Score -2594824 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2594833.250000 Penalty: 962.999207
	Iteration 59Q: 3 clusters Score -2594833 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2594835.750000 Penalty: 962.999207
	Iteration 60F: 3 clusters Score -2594836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2594839.750000 Penalty: 962.999207
	Iteration 61Q: 3 clusters Score -2594840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2594850.500000 Penalty: 962.999207
	Iteration 62Q: 3 clusters Score -2594850 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2594851.000000 Penalty: 962.999207
	Iteration 63Q: 3 clusters Score -2594851 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -2594860.000000 Penalty: 962.999207
	Iteration 64Q: 3 clusters Score -2594860 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2594864.250000 Penalty: 962.999207
	Iteration 65Q: 3 clusters Score -2594864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2594870.750000 Penalty: 962.999207
	Iteration 66Q: 3 clusters Score -2594871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -2594875.250000 Penalty: 962.999207
	Iteration 67Q: 3 clusters Score -2594875 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2594886.500000 Penalty: 962.999207
	Iteration 68Q: 3 clusters Score -2594886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2594893.250000 Penalty: 962.999207
	Iteration 69Q: 3 clusters Score -2594893 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2594897.000000 Penalty: 962.999207
	Iteration 70Q: 3 clusters Score -2594897 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2594903.750000 Penalty: 962.999207
	Iteration 71Q: 3 clusters Score -2594904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2594899.000000 Penalty: 962.999207
	Iteration 72Q: 3 clusters Score -2594899 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2594907.000000 Penalty: 962.999207
	Iteration 73Q: 3 clusters Score -2594907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2594928.250000 Penalty: 962.999207
	Iteration 74Q: 3 clusters Score -2594928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2594950.500000 Penalty: 962.999207
	Iteration 75Q: 3 clusters Score -2594950 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2594967.000000 Penalty: 962.999207
	Iteration 76Q: 3 clusters Score -2594967 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2594989.000000 Penalty: 962.999207
	Iteration 77Q: 3 clusters Score -2594989 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2595009.750000 Penalty: 962.999207
	Iteration 78Q: 3 clusters Score -2595010 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2595032.250000 Penalty: 962.999207
	Iteration 79Q: 3 clusters Score -2595032 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2595049.750000 Penalty: 962.999207
	Iteration 80F: 3 clusters Score -2595050 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2595068 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2595095.250000 Penalty: 962.999207
	Iteration 82Q: 3 clusters Score -2595095 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2595108.000000 Penalty: 962.999207
	Iteration 83Q: 3 clusters Score -2595108 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2595125.000000 Penalty: 962.999207
	Iteration 84Q: 3 clusters Score -2595125 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2595155.750000 Penalty: 962.999207
	Iteration 85Q: 3 clusters Score -2595156 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2595195.750000 Penalty: 962.999207
	Iteration 86Q: 3 clusters Score -2595196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2595205.000000 Penalty: 962.999207
	Iteration 87Q: 3 clusters Score -2595205 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2595227.250000 Penalty: 962.999207
	Iteration 88Q: 3 clusters Score -2595227 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2595242.500000 Penalty: 962.999207
	Iteration 89Q: 3 clusters Score -2595242 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2595282.250000 Penalty: 962.999207
	Iteration 90Q: 3 clusters Score -2595282 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2595335.000000 Penalty: 962.999207
	Iteration 91Q: 3 clusters Score -2595335 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2595378.500000 Penalty: 962.999207
	Iteration 92Q: 3 clusters Score -2595378 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2595423.500000 Penalty: 962.999207
	Iteration 93Q: 3 clusters Score -2595424 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2595434.500000 Penalty: 962.999207
	Iteration 94Q: 3 clusters Score -2595434 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2595402.250000 Penalty: 962.999207
	Iteration 95Q: 3 clusters Score -2595402 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2595351.750000 Penalty: 962.999207
	Iteration 96Q: 3 clusters Score -2595352 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2595322.250000 Penalty: 962.999207
	Iteration 97Q: 3 clusters Score -2595322 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2595292.750000 Penalty: 962.999207
	Iteration 98Q: 3 clusters Score -2595293 nChanged 1241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2595271.750000 Penalty: 962.999207
	Iteration 99Q: 3 clusters Score -2595272 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2595515.000000 Penalty: 962.999207
	Iteration 100F: 3 clusters Score -2595515 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2595757.000000 Penalty: 962.999207
	Iteration 101Q: 3 clusters Score -2595757 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2596021.250000 Penalty: 962.999207
	Iteration 102Q: 3 clusters Score -2596021 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2596302.500000 Penalty: 962.999207
	Iteration 103Q: 3 clusters Score -2596302 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2596620.750000 Penalty: 962.999207
	Iteration 104Q: 3 clusters Score -2596621 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2596945.000000 Penalty: 962.999207
	Iteration 105Q: 3 clusters Score -2596945 nChanged 969
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2597232.500000 Penalty: 962.999207
	Iteration 106Q: 3 clusters Score -2597232 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2597525.750000 Penalty: 962.999207
	Iteration 107Q: 3 clusters Score -2597526 nChanged 748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2597785.250000 Penalty: 962.999207
	Iteration 108Q: 3 clusters Score -2597785 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2597945.250000 Penalty: 962.999207
	Iteration 109Q: 3 clusters Score -2597945 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2598121.000000 Penalty: 962.999207
	Iteration 110Q: 3 clusters Score -2598121 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2598270.500000 Penalty: 962.999207
	Iteration 111Q: 3 clusters Score -2598270 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2598359.250000 Penalty: 962.999207
	Iteration 112Q: 3 clusters Score -2598359 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2598375.750000 Penalty: 962.999207
	Iteration 113Q: 3 clusters Score -2598376 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2598391.750000 Penalty: 962.999207
	Iteration 114Q: 3 clusters Score -2598392 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2598409.000000 Penalty: 962.999207
	Iteration 115Q: 3 clusters Score -2598409 nChanged 51
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Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2598411.500000 Penalty: 962.999207
	Iteration 116Q: 3 clusters Score -2598412 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2598411.000000 Penalty: 962.999207
	Iteration 117Q: 3 clusters Score -2598411 nChanged 21
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Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2598408.750000 Penalty: 962.999207
	Iteration 118Q: 3 clusters Score -2598409 nChanged 13
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Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2598409.750000 Penalty: 962.999207
	Iteration 119Q: 3 clusters Score -2598410 nChanged 13
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Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2598478.250000 Penalty: 962.999207
	Iteration 120F: 3 clusters Score -2598478 nChanged 147
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Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2598518.250000 Penalty: 962.999207
	Iteration 121Q: 3 clusters Score -2598518 nChanged 87
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Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2598534.000000 Penalty: 962.999207
	Iteration 122Q: 3 clusters Score -2598534 nChanged 39
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Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2598529.000000 Penalty: 962.999207
	Iteration 123Q: 3 clusters Score -2598529 nChanged 27
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Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2598545.250000 Penalty: 962.999207
	Iteration 124Q: 3 clusters Score -2598545 nChanged 20
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Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2598552.500000 Penalty: 962.999207
	Iteration 125Q: 3 clusters Score -2598552 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2598559.750000 Penalty: 962.999207
	Iteration 126Q: 3 clusters Score -2598560 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2598562.500000 Penalty: 962.999207
	Iteration 127Q: 3 clusters Score -2598562 nChanged 2
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Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2598566.000000 Penalty: 962.999207
	Iteration 128Q: 3 clusters Score -2598566 nChanged 2
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Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2598567 nChanged 2
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Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2598565.250000 Penalty: 962.999207
	Iteration 130Q: 3 clusters Score -2598565 nChanged 2
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Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2598568.750000 Penalty: 962.999207
	Iteration 131Q: 3 clusters Score -2598569 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2598568 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2598568.250000 Penalty: 962.999207
	Iteration 133Q: 3 clusters Score -2598568 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2598569.500000 Penalty: 962.999207
	Iteration 134Q: 3 clusters Score -2598570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2598569.500000 Penalty: 962.999207
	Iteration 135F: 3 clusters Score -2598570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -89764.796875 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -89764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88683.601562 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -88683.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -89001.750000 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -89001.75 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89042.851562 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -89042.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89069.710938 Penalty: 658.375793
	Iteration 3Q: 3 clusters Score -89069.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89098.781250 Penalty: 658.375793
	Iteration 4Q: 3 clusters Score -89098.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89127.578125 Penalty: 658.375793
	Iteration 5Q: 3 clusters Score -89127.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89156.226562 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -89156.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89191.000000 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -89191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89222.960938 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -89222.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89256.562500 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -89256.56 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89295.867188 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -89295.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -89331.812500 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -89331.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -89366.796875 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -89366.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -89395.398438 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -89395.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -89413.859375 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -89413.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -89421.093750 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -89421.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -89429.851562 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -89429.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -89437.937500 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -89437.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -89444.203125 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -89444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -89449.148438 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -89449.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -89455.554688 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -89455.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -89460.429688 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -89460.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -89468.390625 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -89468.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -89474.171875 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -89474.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -89476.515625 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -89476.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -89476.515625 Penalty: 658.375793
	Iteration 25F: 3 clusters Score -89476.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -188532.171875 Penalty: 368.860138
	Iteration 0F: 2 clusters Score -188532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -186249.078125 Penalty: 737.720276
	Iteration 0F: 3 clusters Score -186249.1 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -187060.734375 Penalty: 737.720276
	Iteration 1F: 3 clusters Score -187060.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -187188.609375 Penalty: 737.720276
	Iteration 2F: 3 clusters Score -187188.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -187284.390625 Penalty: 737.720276
	Iteration 3F: 3 clusters Score -187284.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -187361.250000 Penalty: 737.720276
	Iteration 4F: 3 clusters Score -187361.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -187422.640625 Penalty: 737.720276
	Iteration 5Q: 3 clusters Score -187422.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -187468.906250 Penalty: 737.720276
	Iteration 6Q: 3 clusters Score -187468.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -187507.468750 Penalty: 737.720276
	Iteration 7Q: 3 clusters Score -187507.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -187543.359375 Penalty: 737.720276
	Iteration 8Q: 3 clusters Score -187543.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -187583.406250 Penalty: 737.720276
	Iteration 9Q: 3 clusters Score -187583.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -187630.656250 Penalty: 737.720276
	Iteration 10Q: 3 clusters Score -187630.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -187699.453125 Penalty: 737.720276
	Iteration 11Q: 3 clusters Score -187699.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -187768.531250 Penalty: 737.720276
	Iteration 12Q: 3 clusters Score -187768.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -187822.156250 Penalty: 737.720276
	Iteration 13Q: 3 clusters Score -187822.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -187865.406250 Penalty: 737.720276
	Iteration 14Q: 3 clusters Score -187865.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -187901.250000 Penalty: 737.720276
	Iteration 15Q: 3 clusters Score -187901.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -187922.734375 Penalty: 737.720276
	Iteration 16Q: 3 clusters Score -187922.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -187938.156250 Penalty: 737.720276
	Iteration 17Q: 3 clusters Score -187938.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -187950.796875 Penalty: 737.720276
	Iteration 18Q: 3 clusters Score -187950.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -187959.734375 Penalty: 737.720276
	Iteration 19Q: 3 clusters Score -187959.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -187967.750000 Penalty: 737.720276
	Iteration 20F: 3 clusters Score -187967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -187973.906250 Penalty: 737.720276
	Iteration 21Q: 3 clusters Score -187973.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -187978.265625 Penalty: 737.720276
	Iteration 22Q: 3 clusters Score -187978.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -187981.359375 Penalty: 737.720276
	Iteration 23Q: 3 clusters Score -187981.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -187985.109375 Penalty: 737.720276
	Iteration 24Q: 3 clusters Score -187985.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -187989.593750 Penalty: 737.720276
	Iteration 25Q: 3 clusters Score -187989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -187995.125000 Penalty: 737.720276
	Iteration 26Q: 3 clusters Score -187995.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -188000.000000 Penalty: 737.720276
	Iteration 27Q: 3 clusters Score -188000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -188003.062500 Penalty: 737.720276
	Iteration 28Q: 3 clusters Score -188003.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -188006.890625 Penalty: 737.720276
	Iteration 29Q: 3 clusters Score -188006.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -188010.640625 Penalty: 737.720276
	Iteration 30Q: 3 clusters Score -188010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -188013.281250 Penalty: 737.720276
	Iteration 31Q: 3 clusters Score -188013.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -188016.234375 Penalty: 737.720276
	Iteration 32Q: 3 clusters Score -188016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -188017.406250 Penalty: 737.720276
	Iteration 33Q: 3 clusters Score -188017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -188019.265625 Penalty: 737.720276
	Iteration 34Q: 3 clusters Score -188019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -188019.671875 Penalty: 737.720276
	Iteration 35Q: 3 clusters Score -188019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -188020.500000 Penalty: 737.720276
	Iteration 36Q: 3 clusters Score -188020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -188021.171875 Penalty: 737.720276
	Iteration 37Q: 3 clusters Score -188021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -188022.062500 Penalty: 737.720276
	Iteration 38Q: 3 clusters Score -188022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -188022.328125 Penalty: 737.720276
	Iteration 39Q: 3 clusters Score -188022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -188022.781250 Penalty: 737.720276
	Iteration 40F: 3 clusters Score -188022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -188022.718750 Penalty: 737.720276
	Iteration 41Q: 3 clusters Score -188022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -188023.156250 Penalty: 737.720276
	Iteration 42Q: 3 clusters Score -188023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -188023.250000 Penalty: 737.720276
	Iteration 43Q: 3 clusters Score -188023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -188023.312500 Penalty: 737.720276
	Iteration 44Q: 3 clusters Score -188023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -188023.640625 Penalty: 737.720276
	Iteration 45Q: 3 clusters Score -188023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -188023.578125 Penalty: 737.720276
	Iteration 46Q: 3 clusters Score -188023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -188024.140625 Penalty: 737.720276
	Iteration 47Q: 3 clusters Score -188024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -188024.125000 Penalty: 737.720276
	Iteration 48Q: 3 clusters Score -188024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -188024.343750 Penalty: 737.720276
	Iteration 49Q: 3 clusters Score -188024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -188024.656250 Penalty: 737.720276
	Iteration 50Q: 3 clusters Score -188024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -188025.281250 Penalty: 737.720276
	Iteration 51Q: 3 clusters Score -188025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -188025.406250 Penalty: 737.720276
	Iteration 52Q: 3 clusters Score -188025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -188026.390625 Penalty: 737.720276
	Iteration 53Q: 3 clusters Score -188026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -188026.890625 Penalty: 737.720276
	Iteration 54Q: 3 clusters Score -188026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -188028.156250 Penalty: 737.720276
	Iteration 55Q: 3 clusters Score -188028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -188028.687500 Penalty: 737.720276
	Iteration 56Q: 3 clusters Score -188028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -188028.750000 Penalty: 737.720276
	Iteration 57Q: 3 clusters Score -188028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -188029.656250 Penalty: 737.720276
	Iteration 58Q: 3 clusters Score -188029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -188030.828125 Penalty: 737.720276
	Iteration 59Q: 3 clusters Score -188030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -188032.281250 Penalty: 737.720276
	Iteration 60F: 3 clusters Score -188032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -188033.375000 Penalty: 737.720276
	Iteration 61Q: 3 clusters Score -188033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -188034.750000 Penalty: 737.720276
	Iteration 62Q: 3 clusters Score -188034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -188035.656250 Penalty: 737.720276
	Iteration 63Q: 3 clusters Score -188035.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -188039.828125 Penalty: 737.720276
	Iteration 64Q: 3 clusters Score -188039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -188043.265625 Penalty: 737.720276
	Iteration 65Q: 3 clusters Score -188043.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -188045.062500 Penalty: 737.720276
	Iteration 66Q: 3 clusters Score -188045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -188045.875000 Penalty: 737.720276
	Iteration 67Q: 3 clusters Score -188045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -188048.140625 Penalty: 737.720276
	Iteration 68Q: 3 clusters Score -188048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -188051.343750 Penalty: 737.720276
	Iteration 69Q: 3 clusters Score -188051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -188055.687500 Penalty: 737.720276
	Iteration 70Q: 3 clusters Score -188055.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -188060.359375 Penalty: 737.720276
	Iteration 71Q: 3 clusters Score -188060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -188063.890625 Penalty: 737.720276
	Iteration 72Q: 3 clusters Score -188063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -188067.750000 Penalty: 737.720276
	Iteration 73Q: 3 clusters Score -188067.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -188071.812500 Penalty: 737.720276
	Iteration 74Q: 3 clusters Score -188071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -188082.437500 Penalty: 737.720276
	Iteration 75Q: 3 clusters Score -188082.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -188093.062500 Penalty: 737.720276
	Iteration 76Q: 3 clusters Score -188093.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -188106.046875 Penalty: 737.720276
	Iteration 77Q: 3 clusters Score -188106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -188117.187500 Penalty: 737.720276
	Iteration 78Q: 3 clusters Score -188117.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -188129.000000 Penalty: 737.720276
	Iteration 79Q: 3 clusters Score -188129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -188135.734375 Penalty: 737.720276
	Iteration 80F: 3 clusters Score -188135.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -188145.187500 Penalty: 737.720276
	Iteration 81Q: 3 clusters Score -188145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -188157.687500 Penalty: 737.720276
	Iteration 82Q: 3 clusters Score -188157.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -188170.484375 Penalty: 737.720276
	Iteration 83Q: 3 clusters Score -188170.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -188179.500000 Penalty: 737.720276
	Iteration 84Q: 3 clusters Score -188179.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -188185.921875 Penalty: 737.720276
	Iteration 85Q: 3 clusters Score -188185.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -188189.781250 Penalty: 737.720276
	Iteration 86Q: 3 clusters Score -188189.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -188194.734375 Penalty: 737.720276
	Iteration 87Q: 3 clusters Score -188194.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -188200.687500 Penalty: 737.720276
	Iteration 88Q: 3 clusters Score -188200.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -188205.062500 Penalty: 737.720276
	Iteration 89Q: 3 clusters Score -188205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -188209.968750 Penalty: 737.720276
	Iteration 90Q: 3 clusters Score -188210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -188218.187500 Penalty: 737.720276
	Iteration 91Q: 3 clusters Score -188218.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -188221.109375 Penalty: 737.720276
	Iteration 92Q: 3 clusters Score -188221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -188223.015625 Penalty: 737.720276
	Iteration 93Q: 3 clusters Score -188223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -188223.875000 Penalty: 737.720276
	Iteration 94Q: 3 clusters Score -188223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -188224.265625 Penalty: 737.720276
	Iteration 95Q: 3 clusters Score -188224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -188224.687500 Penalty: 737.720276
	Iteration 96Q: 3 clusters Score -188224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -188225.203125 Penalty: 737.720276
	Iteration 97Q: 3 clusters Score -188225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -188226.203125 Penalty: 737.720276
	Iteration 98Q: 3 clusters Score -188226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -188227.203125 Penalty: 737.720276
	Iteration 99Q: 3 clusters Score -188227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -188229.031250 Penalty: 737.720276
	Iteration 100F: 3 clusters Score -188229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -188231.000000 Penalty: 737.720276
	Iteration 101Q: 3 clusters Score -188231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -188231.593750 Penalty: 737.720276
	Iteration 102Q: 3 clusters Score -188231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -188232.000000 Penalty: 737.720276
	Iteration 103Q: 3 clusters Score -188232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -188232.000000 Penalty: 737.720276
	Iteration 104F: 3 clusters Score -188232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -303722.812500 Penalty: 385.788513
	Iteration 0F: 2 clusters Score -303722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -300487.218750 Penalty: 771.577026
	Iteration 0F: 3 clusters Score -300487.2 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -301604.156250 Penalty: 771.577026
	Iteration 1F: 3 clusters Score -301604.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -301724.156250 Penalty: 771.577026
	Iteration 2F: 3 clusters Score -301724.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -301884.781250 Penalty: 771.577026
	Iteration 3F: 3 clusters Score -301884.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -302103.781250 Penalty: 771.577026
	Iteration 4F: 3 clusters Score -302103.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -302397.906250 Penalty: 771.577026
	Iteration 5F: 3 clusters Score -302397.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -302751.468750 Penalty: 771.577026
	Iteration 6F: 3 clusters Score -302751.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -303011.843750 Penalty: 771.577026
	Iteration 7F: 3 clusters Score -303011.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -303150.187500 Penalty: 771.577026
	Iteration 8Q: 3 clusters Score -303150.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -303208.250000 Penalty: 771.577026
	Iteration 9Q: 3 clusters Score -303208.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303247.468750 Penalty: 771.577026
	Iteration 10Q: 3 clusters Score -303247.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303266.843750 Penalty: 771.577026
	Iteration 11Q: 3 clusters Score -303266.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -303279.343750 Penalty: 771.577026
	Iteration 12Q: 3 clusters Score -303279.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -303291.656250 Penalty: 771.577026
	Iteration 13Q: 3 clusters Score -303291.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -303307.125000 Penalty: 771.577026
	Iteration 14Q: 3 clusters Score -303307.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -303319.156250 Penalty: 771.577026
	Iteration 15Q: 3 clusters Score -303319.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -303330.500000 Penalty: 771.577026
	Iteration 16Q: 3 clusters Score -303330.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -303339.656250 Penalty: 771.577026
	Iteration 17Q: 3 clusters Score -303339.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303346.156250 Penalty: 771.577026
	Iteration 18Q: 3 clusters Score -303346.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -303351.187500 Penalty: 771.577026
	Iteration 19Q: 3 clusters Score -303351.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303354.500000 Penalty: 771.577026
	Iteration 20F: 3 clusters Score -303354.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -303359.781250 Penalty: 771.577026
	Iteration 21Q: 3 clusters Score -303359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -303364.218750 Penalty: 771.577026
	Iteration 22Q: 3 clusters Score -303364.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -303369.125000 Penalty: 771.577026
	Iteration 23Q: 3 clusters Score -303369.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -303373.781250 Penalty: 771.577026
	Iteration 24Q: 3 clusters Score -303373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -303377.843750 Penalty: 771.577026
	Iteration 25Q: 3 clusters Score -303377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -303382.781250 Penalty: 771.577026
	Iteration 26Q: 3 clusters Score -303382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -303387.093750 Penalty: 771.577026
	Iteration 27Q: 3 clusters Score -303387.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -303390.593750 Penalty: 771.577026
	Iteration 28Q: 3 clusters Score -303390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -303393.125000 Penalty: 771.577026
	Iteration 29Q: 3 clusters Score -303393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -303394.843750 Penalty: 771.577026
	Iteration 30Q: 3 clusters Score -303394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -303395.281250 Penalty: 771.577026
	Iteration 31Q: 3 clusters Score -303395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -303396.187500 Penalty: 771.577026
	Iteration 32Q: 3 clusters Score -303396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -303396.906250 Penalty: 771.577026
	Iteration 33Q: 3 clusters Score -303396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -303400.406250 Penalty: 771.577026
	Iteration 34Q: 3 clusters Score -303400.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -303405.031250 Penalty: 771.577026
	Iteration 35Q: 3 clusters Score -303405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -303407.812500 Penalty: 771.577026
	Iteration 36Q: 3 clusters Score -303407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -303408.812500 Penalty: 771.577026
	Iteration 37Q: 3 clusters Score -303408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -303409.937500 Penalty: 771.577026
	Iteration 38Q: 3 clusters Score -303409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -303410.656250 Penalty: 771.577026
	Iteration 39Q: 3 clusters Score -303410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -303410.656250 Penalty: 771.577026
	Iteration 40F: 3 clusters Score -303410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Entering Unmasked Estep 
Score: -2502033.500000 Penalty: 482.095673
	Iteration 0F: 2 clusters Score -2502034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2475265.750000 Penalty: 964.191345
	Iteration 0F: 3 clusters Score -2475266 nChanged 19304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2487018.000000 Penalty: 964.191345
	Iteration 1F: 3 clusters Score -2487018 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2487789.000000 Penalty: 964.191345
	Iteration 2Q: 3 clusters Score -2487789 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2488929.000000 Penalty: 964.191345
	Iteration 3F: 3 clusters Score -2488929 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2490772.500000 Penalty: 964.191345
	Iteration 4F: 3 clusters Score -2490772 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2492949.000000 Penalty: 964.191345
	Iteration 5F: 3 clusters Score -2492949 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2494328.250000 Penalty: 964.191345
	Iteration 6F: 3 clusters Score -2494328 nChanged 1534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2494766 nChanged 787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2494998 nChanged 408
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Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2495166 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2495280 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2495364 nChanged 451
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Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2495463 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2495541 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2495623 nChanged 417
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Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2495708 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2495807 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2495876 nChanged 385
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Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2495967 nChanged 362
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Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2496044 nChanged 372
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Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2496115 nChanged 342
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Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2496176 nChanged 329
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Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2496244 nChanged 325
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Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2496311 nChanged 354
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Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2496395 nChanged 381
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Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2496477 nChanged 388
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Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2496587 nChanged 391
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Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2496687 nChanged 428
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Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2496801 nChanged 438
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Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2496907 nChanged 451
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Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2497050 nChanged 466
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Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2497162 nChanged 458
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Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2497303 nChanged 486
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Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2497437 nChanged 529
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Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2497606 nChanged 572
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Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2497784 nChanged 566
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Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2497961 nChanged 543
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Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 9860 members 
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	Iteration 39Q: 3 clusters Score -2498129 nChanged 516
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Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2498328 nChanged 531
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Mstep: Class 1 contains 31088 members 
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	Iteration 41Q: 3 clusters Score -2498497 nChanged 519
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Mstep: Class 1 contains 31581 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2498694 nChanged 468
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Mstep: Class 1 contains 32027 members 
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	Iteration 43Q: 3 clusters Score -2498882 nChanged 464
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Mstep: Class 1 contains 32467 members 
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	Iteration 44Q: 3 clusters Score -2499094 nChanged 456
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Mstep: Class 1 contains 32895 members 
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	Iteration 45Q: 3 clusters Score -2499317 nChanged 458
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Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 6636 members 
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	Iteration 46Q: 3 clusters Score -2499560 nChanged 426
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Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2500065 nChanged 407
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Mstep: Class 1 contains 34437 members 
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	Iteration 49Q: 3 clusters Score -2500316 nChanged 377
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Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 5181 members 
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Mstep: Class 1 contains 35080 members 
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	Iteration 51Q: 3 clusters Score -2500668 nChanged 279
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Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 4630 members 
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Mstep: Class 1 contains 35535 members 
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Mstep: Class 1 contains 35745 members 
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	Iteration 54Q: 3 clusters Score -2500994 nChanged 215
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Mstep: Class 1 contains 35940 members 
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	Iteration 55Q: 3 clusters Score -2501080 nChanged 197
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	Iteration 56Q: 3 clusters Score -2501145 nChanged 182
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	Iteration 57Q: 3 clusters Score -2501205 nChanged 172
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	Iteration 60F: 3 clusters Score -2501337 nChanged 144
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	Iteration 61Q: 3 clusters Score -2501380 nChanged 139
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Mstep: Class 1 contains 37020 members 
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	Iteration 62Q: 3 clusters Score -2501410 nChanged 129
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	Iteration 63Q: 3 clusters Score -2501438 nChanged 125
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	Iteration 65Q: 3 clusters Score -2501496 nChanged 107
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	Iteration 66Q: 3 clusters Score -2501518 nChanged 102
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Mstep: Class 1 contains 37572 members 
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	Iteration 67Q: 3 clusters Score -2501533 nChanged 86
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	Iteration 68Q: 3 clusters Score -2501542 nChanged 86
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Mstep: Class 1 contains 37744 members 
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	Iteration 69Q: 3 clusters Score -2501553 nChanged 74
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Mstep: Class 1 contains 37818 members 
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	Iteration 70Q: 3 clusters Score -2501560 nChanged 66
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	Iteration 71Q: 3 clusters Score -2501570 nChanged 62
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	Iteration 72Q: 3 clusters Score -2501578 nChanged 71
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	Iteration 73Q: 3 clusters Score -2501587 nChanged 70
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	Iteration 74Q: 3 clusters Score -2501597 nChanged 65
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	Iteration 75Q: 3 clusters Score -2501608 nChanged 66
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	Iteration 76Q: 3 clusters Score -2501618 nChanged 49
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	Iteration 77Q: 3 clusters Score -2501618 nChanged 51
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	Iteration 78Q: 3 clusters Score -2501628 nChanged 57
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	Iteration 79Q: 3 clusters Score -2501638 nChanged 47
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	Iteration 80F: 3 clusters Score -2501651 nChanged 34
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	Iteration 82Q: 3 clusters Score -2501656 nChanged 31
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	Iteration 83Q: 3 clusters Score -2501658 nChanged 29
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	Iteration 84Q: 3 clusters Score -2501661 nChanged 28
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	Iteration 85Q: 3 clusters Score -2501662 nChanged 28
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	Iteration 86Q: 3 clusters Score -2501666 nChanged 29
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	Iteration 87Q: 3 clusters Score -2501673 nChanged 32
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	Iteration 90Q: 3 clusters Score -2501684 nChanged 15
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	Iteration 91Q: 3 clusters Score -2501688 nChanged 16
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	Iteration 92Q: 3 clusters Score -2501681 nChanged 11
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	Iteration 93Q: 3 clusters Score -2501677 nChanged 7
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	Iteration 94Q: 3 clusters Score -2501677 nChanged 7
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	Iteration 95Q: 3 clusters Score -2501680 nChanged 8
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	Iteration 96Q: 3 clusters Score -2501679 nChanged 8
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	Iteration 97Q: 3 clusters Score -2501676 nChanged 10
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	Iteration 98Q: 3 clusters Score -2501682 nChanged 11
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	Iteration 99Q: 3 clusters Score -2501683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2501679.250000 Penalty: 964.191345
	Iteration 100F: 3 clusters Score -2501679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2501683.000000 Penalty: 964.191345
	Iteration 101Q: 3 clusters Score -2501683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2501682.000000 Penalty: 964.191345
	Iteration 102Q: 3 clusters Score -2501682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2501687.750000 Penalty: 964.191345
	Iteration 103Q: 3 clusters Score -2501688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2501690.500000 Penalty: 964.191345
	Iteration 104Q: 3 clusters Score -2501690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2501693.750000 Penalty: 964.191345
	Iteration 105Q: 3 clusters Score -2501694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2501700.500000 Penalty: 964.191345
	Iteration 106Q: 3 clusters Score -2501700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2501701.500000 Penalty: 964.191345
	Iteration 107Q: 3 clusters Score -2501702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2501700.000000 Penalty: 964.191345
	Iteration 108Q: 3 clusters Score -2501700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2501702.250000 Penalty: 964.191345
	Iteration 109Q: 3 clusters Score -2501702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2501704.000000 Penalty: 964.191345
	Iteration 110Q: 3 clusters Score -2501704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2501704.500000 Penalty: 964.191345
	Iteration 111Q: 3 clusters Score -2501704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2501711.000000 Penalty: 964.191345
	Iteration 112Q: 3 clusters Score -2501711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2501710.250000 Penalty: 964.191345
	Iteration 113Q: 3 clusters Score -2501710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2501709.500000 Penalty: 964.191345
	Iteration 114Q: 3 clusters Score -2501710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2501712.500000 Penalty: 964.191345
	Iteration 115Q: 3 clusters Score -2501712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2501715.250000 Penalty: 964.191345
	Iteration 116Q: 3 clusters Score -2501715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2501715.750000 Penalty: 964.191345
	Iteration 117Q: 3 clusters Score -2501716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2501713.500000 Penalty: 964.191345
	Iteration 118Q: 3 clusters Score -2501714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2501715.250000 Penalty: 964.191345
	Iteration 119Q: 3 clusters Score -2501715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2501715.250000 Penalty: 964.191345
	Iteration 120F: 3 clusters Score -2501715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2501712.000000 Penalty: 964.191345
	Iteration 121Q: 3 clusters Score -2501712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2501714.000000 Penalty: 964.191345
	Iteration 122Q: 3 clusters Score -2501714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2501715.000000 Penalty: 964.191345
	Iteration 123Q: 3 clusters Score -2501715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2501714.750000 Penalty: 964.191345
	Iteration 124Q: 3 clusters Score -2501715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2501717.500000 Penalty: 964.191345
	Iteration 125Q: 3 clusters Score -2501718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2501715.500000 Penalty: 964.191345
	Iteration 126Q: 3 clusters Score -2501716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2501715.500000 Penalty: 964.191345
	Iteration 127Q: 3 clusters Score -2501716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2501718.750000 Penalty: 964.191345
	Iteration 128Q: 3 clusters Score -2501719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2501721.250000 Penalty: 964.191345
	Iteration 129Q: 3 clusters Score -2501721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2501726.000000 Penalty: 964.191345
	Iteration 130Q: 3 clusters Score -2501726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2501726.500000 Penalty: 964.191345
	Iteration 131Q: 3 clusters Score -2501726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2501724.750000 Penalty: 964.191345
	Iteration 132Q: 3 clusters Score -2501725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2501724.750000 Penalty: 964.191345
	Iteration 133Q: 3 clusters Score -2501725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2501727.000000 Penalty: 964.191345
	Iteration 134Q: 3 clusters Score -2501727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2501730.500000 Penalty: 964.191345
	Iteration 135Q: 3 clusters Score -2501730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2501732.500000 Penalty: 964.191345
	Iteration 136Q: 3 clusters Score -2501732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2501734.750000 Penalty: 964.191345
	Iteration 137Q: 3 clusters Score -2501735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2501733.000000 Penalty: 964.191345
	Iteration 138Q: 3 clusters Score -2501733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2501733.000000 Penalty: 964.191345
	Iteration 139F: 3 clusters Score -2501733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -122610.601562 Penalty: 348.298737
	Iteration 0F: 2 clusters Score -122610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -121099.132812 Penalty: 696.597473
	Iteration 0F: 3 clusters Score -121099.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -121636.062500 Penalty: 696.597473
	Iteration 1F: 3 clusters Score -121636.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -121785.539062 Penalty: 696.597473
	Iteration 2F: 3 clusters Score -121785.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121921.468750 Penalty: 696.597473
	Iteration 3F: 3 clusters Score -121921.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122053.523438 Penalty: 696.597473
	Iteration 4F: 3 clusters Score -122053.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -122178.984375 Penalty: 696.597473
	Iteration 5F: 3 clusters Score -122179 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122272.460938 Penalty: 696.597473
	Iteration 6F: 3 clusters Score -122272.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122317.703125 Penalty: 696.597473
	Iteration 7Q: 3 clusters Score -122317.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122355.429688 Penalty: 696.597473
	Iteration 8Q: 3 clusters Score -122355.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122381.906250 Penalty: 696.597473
	Iteration 9Q: 3 clusters Score -122381.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -122398.601562 Penalty: 696.597473
	Iteration 10Q: 3 clusters Score -122398.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122413.515625 Penalty: 696.597473
	Iteration 11Q: 3 clusters Score -122413.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122429.968750 Penalty: 696.597473
	Iteration 12Q: 3 clusters Score -122430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122438.796875 Penalty: 696.597473
	Iteration 13Q: 3 clusters Score -122438.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -122444.000000 Penalty: 696.597473
	Iteration 14Q: 3 clusters Score -122444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122448.429688 Penalty: 696.597473
	Iteration 15Q: 3 clusters Score -122448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -122450.617188 Penalty: 696.597473
	Iteration 16Q: 3 clusters Score -122450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122451.554688 Penalty: 696.597473
	Iteration 17Q: 3 clusters Score -122451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122452.351562 Penalty: 696.597473
	Iteration 18Q: 3 clusters Score -122452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122452.625000 Penalty: 696.597473
	Iteration 19Q: 3 clusters Score -122452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122452.625000 Penalty: 696.597473
	Iteration 20F: 3 clusters Score -122452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -91685.695312 Penalty: 334.037537
	Iteration 0F: 2 clusters Score -91685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90506.007812 Penalty: 668.075073
	Iteration 0F: 3 clusters Score -90506.01 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -90906.125000 Penalty: 668.075073
	Iteration 1F: 3 clusters Score -90906.12 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -90985.484375 Penalty: 668.075073
	Iteration 2F: 3 clusters Score -90985.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -91081.562500 Penalty: 668.075073
	Iteration 3F: 3 clusters Score -91081.56 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -91147.765625 Penalty: 668.075073
	Iteration 4F: 3 clusters Score -91147.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -91194.101562 Penalty: 668.075073
	Iteration 5Q: 3 clusters Score -91194.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91222.851562 Penalty: 668.075073
	Iteration 6Q: 3 clusters Score -91222.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -91237.382812 Penalty: 668.075073
	Iteration 7Q: 3 clusters Score -91237.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91243.429688 Penalty: 668.075073
	Iteration 8Q: 3 clusters Score -91243.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91247.210938 Penalty: 668.075073
	Iteration 9Q: 3 clusters Score -91247.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -91251.851562 Penalty: 668.075073
	Iteration 10Q: 3 clusters Score -91251.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -91257.125000 Penalty: 668.075073
	Iteration 11Q: 3 clusters Score -91257.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -91261.937500 Penalty: 668.075073
	Iteration 12Q: 3 clusters Score -91261.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -91268.328125 Penalty: 668.075073
	Iteration 13Q: 3 clusters Score -91268.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -91274.679688 Penalty: 668.075073
	Iteration 14Q: 3 clusters Score -91274.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -91280.015625 Penalty: 668.075073
	Iteration 15Q: 3 clusters Score -91280.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -91283.148438 Penalty: 668.075073
	Iteration 16Q: 3 clusters Score -91283.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -91284.710938 Penalty: 668.075073
	Iteration 17Q: 3 clusters Score -91284.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -91286.039062 Penalty: 668.075073
	Iteration 18Q: 3 clusters Score -91286.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -91286.648438 Penalty: 668.075073
	Iteration 19Q: 3 clusters Score -91286.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -91287.382812 Penalty: 668.075073
	Iteration 20F: 3 clusters Score -91287.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -91287.835938 Penalty: 668.075073
	Iteration 21Q: 3 clusters Score -91287.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -91289.554688 Penalty: 668.075073
	Iteration 22Q: 3 clusters Score -91289.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91292.476562 Penalty: 668.075073
	Iteration 23Q: 3 clusters Score -91292.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -91294.695312 Penalty: 668.075073
	Iteration 24Q: 3 clusters Score -91294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91297.398438 Penalty: 668.075073
	Iteration 25Q: 3 clusters Score -91297.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91298.671875 Penalty: 668.075073
	Iteration 26Q: 3 clusters Score -91298.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -91299.734375 Penalty: 668.075073
	Iteration 27Q: 3 clusters Score -91299.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -91300.382812 Penalty: 668.075073
	Iteration 28Q: 3 clusters Score -91300.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91301.414062 Penalty: 668.075073
	Iteration 29Q: 3 clusters Score -91301.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -91303.695312 Penalty: 668.075073
	Iteration 30Q: 3 clusters Score -91303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -91305.500000 Penalty: 668.075073
	Iteration 31Q: 3 clusters Score -91305.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -91308.210938 Penalty: 668.075073
	Iteration 32Q: 3 clusters Score -91308.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -91310.453125 Penalty: 668.075073
	Iteration 33Q: 3 clusters Score -91310.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91312.617188 Penalty: 668.075073
	Iteration 34Q: 3 clusters Score -91312.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91314.796875 Penalty: 668.075073
	Iteration 35Q: 3 clusters Score -91314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91315.460938 Penalty: 668.075073
	Iteration 36Q: 3 clusters Score -91315.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91315.460938 Penalty: 668.075073
	Iteration 37F: 3 clusters Score -91315.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -162042.203125 Penalty: 361.361328
	Iteration 0F: 2 clusters Score -162042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -160084.875000 Penalty: 722.722656
	Iteration 0F: 3 clusters Score -160084.9 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -160807.765625 Penalty: 722.722656
	Iteration 1F: 3 clusters Score -160807.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -160966.031250 Penalty: 722.722656
	Iteration 2F: 3 clusters Score -160966 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -161087.390625 Penalty: 722.722656
	Iteration 3F: 3 clusters Score -161087.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -161188.125000 Penalty: 722.722656
	Iteration 4F: 3 clusters Score -161188.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -161291.453125 Penalty: 722.722656
	Iteration 5F: 3 clusters Score -161291.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -161377.968750 Penalty: 722.722656
	Iteration 6F: 3 clusters Score -161378 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -161428.390625 Penalty: 722.722656
	Iteration 7Q: 3 clusters Score -161428.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -161464.234375 Penalty: 722.722656
	Iteration 8Q: 3 clusters Score -161464.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -161482.484375 Penalty: 722.722656
	Iteration 9Q: 3 clusters Score -161482.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -161495.562500 Penalty: 722.722656
	Iteration 10Q: 3 clusters Score -161495.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -161503.015625 Penalty: 722.722656
	Iteration 11Q: 3 clusters Score -161503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -161510.406250 Penalty: 722.722656
	Iteration 12Q: 3 clusters Score -161510.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -161514.953125 Penalty: 722.722656
	Iteration 13Q: 3 clusters Score -161515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -161522.203125 Penalty: 722.722656
	Iteration 14Q: 3 clusters Score -161522.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -161536.390625 Penalty: 722.722656
	Iteration 15Q: 3 clusters Score -161536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -161553.656250 Penalty: 722.722656
	Iteration 16Q: 3 clusters Score -161553.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -161567.796875 Penalty: 722.722656
	Iteration 17Q: 3 clusters Score -161567.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -161583.125000 Penalty: 722.722656
	Iteration 18Q: 3 clusters Score -161583.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -161593.453125 Penalty: 722.722656
	Iteration 19Q: 3 clusters Score -161593.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -161601.125000 Penalty: 722.722656
	Iteration 20F: 3 clusters Score -161601.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -161606.953125 Penalty: 722.722656
	Iteration 21Q: 3 clusters Score -161607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -161612.781250 Penalty: 722.722656
	Iteration 22Q: 3 clusters Score -161612.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -161621.562500 Penalty: 722.722656
	Iteration 23Q: 3 clusters Score -161621.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -161630.937500 Penalty: 722.722656
	Iteration 24Q: 3 clusters Score -161630.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -161641.703125 Penalty: 722.722656
	Iteration 25Q: 3 clusters Score -161641.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -161651.281250 Penalty: 722.722656
	Iteration 26Q: 3 clusters Score -161651.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -161659.562500 Penalty: 722.722656
	Iteration 27Q: 3 clusters Score -161659.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -161674.390625 Penalty: 722.722656
	Iteration 28Q: 3 clusters Score -161674.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -161687.281250 Penalty: 722.722656
	Iteration 29Q: 3 clusters Score -161687.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -161697.328125 Penalty: 722.722656
	Iteration 30Q: 3 clusters Score -161697.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -161706.078125 Penalty: 722.722656
	Iteration 31Q: 3 clusters Score -161706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -161718.359375 Penalty: 722.722656
	Iteration 32Q: 3 clusters Score -161718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -161731.828125 Penalty: 722.722656
	Iteration 33Q: 3 clusters Score -161731.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -161736.796875 Penalty: 722.722656
	Iteration 34Q: 3 clusters Score -161736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -161742.015625 Penalty: 722.722656
	Iteration 35Q: 3 clusters Score -161742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -161748.343750 Penalty: 722.722656
	Iteration 36Q: 3 clusters Score -161748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -161751.312500 Penalty: 722.722656
	Iteration 37Q: 3 clusters Score -161751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -161756.015625 Penalty: 722.722656
	Iteration 38Q: 3 clusters Score -161756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -161761.843750 Penalty: 722.722656
	Iteration 39Q: 3 clusters Score -161761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -161763.875000 Penalty: 722.722656
	Iteration 40F: 3 clusters Score -161763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -161767.171875 Penalty: 722.722656
	Iteration 41Q: 3 clusters Score -161767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -161769.625000 Penalty: 722.722656
	Iteration 42Q: 3 clusters Score -161769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -161772.593750 Penalty: 722.722656
	Iteration 43Q: 3 clusters Score -161772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -161777.750000 Penalty: 722.722656
	Iteration 44Q: 3 clusters Score -161777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -161783.390625 Penalty: 722.722656
	Iteration 45Q: 3 clusters Score -161783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -161786.000000 Penalty: 722.722656
	Iteration 46Q: 3 clusters Score -161786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -161792.609375 Penalty: 722.722656
	Iteration 47Q: 3 clusters Score -161792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -161798.125000 Penalty: 722.722656
	Iteration 48Q: 3 clusters Score -161798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -161802.078125 Penalty: 722.722656
	Iteration 49Q: 3 clusters Score -161802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -161803.437500 Penalty: 722.722656
	Iteration 50Q: 3 clusters Score -161803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -161804.046875 Penalty: 722.722656
	Iteration 51Q: 3 clusters Score -161804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -161805.046875 Penalty: 722.722656
	Iteration 52Q: 3 clusters Score -161805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -161806.859375 Penalty: 722.722656
	Iteration 53Q: 3 clusters Score -161806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -161808.390625 Penalty: 722.722656
	Iteration 54Q: 3 clusters Score -161808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -161809.765625 Penalty: 722.722656
	Iteration 55Q: 3 clusters Score -161809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -161811.328125 Penalty: 722.722656
	Iteration 56Q: 3 clusters Score -161811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -161813.296875 Penalty: 722.722656
	Iteration 57Q: 3 clusters Score -161813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -161814.562500 Penalty: 722.722656
	Iteration 58Q: 3 clusters Score -161814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -161814.765625 Penalty: 722.722656
	Iteration 59Q: 3 clusters Score -161814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -161814.765625 Penalty: 722.722656
	Iteration 60F: 3 clusters Score -161814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -142003.312500 Penalty: 350.094879
	Iteration 0F: 2 clusters Score -142003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -140439.078125 Penalty: 700.189758
	Iteration 0F: 3 clusters Score -140439.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -141046.406250 Penalty: 700.189758
	Iteration 1F: 3 clusters Score -141046.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -141180.921875 Penalty: 700.189758
	Iteration 2F: 3 clusters Score -141180.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -141289.609375 Penalty: 700.189758
	Iteration 3F: 3 clusters Score -141289.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -141381.687500 Penalty: 700.189758
	Iteration 4F: 3 clusters Score -141381.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -141477.453125 Penalty: 700.189758
	Iteration 5Q: 3 clusters Score -141477.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -141588.625000 Penalty: 700.189758
	Iteration 6Q: 3 clusters Score -141588.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -141682.968750 Penalty: 700.189758
	Iteration 7Q: 3 clusters Score -141683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -141737.140625 Penalty: 700.189758
	Iteration 8Q: 3 clusters Score -141737.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -141765.890625 Penalty: 700.189758
	Iteration 9Q: 3 clusters Score -141765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -141785.406250 Penalty: 700.189758
	Iteration 10Q: 3 clusters Score -141785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -141796.093750 Penalty: 700.189758
	Iteration 11Q: 3 clusters Score -141796.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -141808.531250 Penalty: 700.189758
	Iteration 12Q: 3 clusters Score -141808.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -141819.953125 Penalty: 700.189758
	Iteration 13Q: 3 clusters Score -141820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -141832.640625 Penalty: 700.189758
	Iteration 14Q: 3 clusters Score -141832.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -141844.984375 Penalty: 700.189758
	Iteration 15Q: 3 clusters Score -141845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -141853.390625 Penalty: 700.189758
	Iteration 16Q: 3 clusters Score -141853.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -141857.640625 Penalty: 700.189758
	Iteration 17Q: 3 clusters Score -141857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -141859.703125 Penalty: 700.189758
	Iteration 18Q: 3 clusters Score -141859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -141862.328125 Penalty: 700.189758
	Iteration 19Q: 3 clusters Score -141862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -141864.906250 Penalty: 700.189758
	Iteration 20F: 3 clusters Score -141864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -141865.828125 Penalty: 700.189758
	Iteration 21Q: 3 clusters Score -141865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -141867.953125 Penalty: 700.189758
	Iteration 22Q: 3 clusters Score -141868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -141869.078125 Penalty: 700.189758
	Iteration 23Q: 3 clusters Score -141869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -141870.890625 Penalty: 700.189758
	Iteration 24Q: 3 clusters Score -141870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -141872.078125 Penalty: 700.189758
	Iteration 25Q: 3 clusters Score -141872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -141874.125000 Penalty: 700.189758
	Iteration 26Q: 3 clusters Score -141874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -141876.515625 Penalty: 700.189758
	Iteration 27Q: 3 clusters Score -141876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -141878.562500 Penalty: 700.189758
	Iteration 28Q: 3 clusters Score -141878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -141879.937500 Penalty: 700.189758
	Iteration 29Q: 3 clusters Score -141879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -141880.484375 Penalty: 700.189758
	Iteration 30Q: 3 clusters Score -141880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -141881.125000 Penalty: 700.189758
	Iteration 31Q: 3 clusters Score -141881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -141881.828125 Penalty: 700.189758
	Iteration 32Q: 3 clusters Score -141881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -141882.671875 Penalty: 700.189758
	Iteration 33Q: 3 clusters Score -141882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -141883.203125 Penalty: 700.189758
	Iteration 34Q: 3 clusters Score -141883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -141884.218750 Penalty: 700.189758
	Iteration 35Q: 3 clusters Score -141884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -141884.421875 Penalty: 700.189758
	Iteration 36Q: 3 clusters Score -141884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -141884.546875 Penalty: 700.189758
	Iteration 37Q: 3 clusters Score -141884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -141884.734375 Penalty: 700.189758
	Iteration 38Q: 3 clusters Score -141884.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -141884.734375 Penalty: 700.189758
	Iteration 39F: 3 clusters Score -141884.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -285380.500000 Penalty: 384.464569
	Iteration 0F: 2 clusters Score -285380.5 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 2311 members 
Entering Unmasked Estep 
Score: -282216.187500 Penalty: 768.929138
	Iteration 0F: 3 clusters Score -282216.2 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -283400.593750 Penalty: 768.929138
	Iteration 1F: 3 clusters Score -283400.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -283616.625000 Penalty: 768.929138
	Iteration 2F: 3 clusters Score -283616.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -283802.656250 Penalty: 768.929138
	Iteration 3F: 3 clusters Score -283802.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -283977.281250 Penalty: 768.929138
	Iteration 4F: 3 clusters Score -283977.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -284164.812500 Penalty: 768.929138
	Iteration 5F: 3 clusters Score -284164.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -284330.187500 Penalty: 768.929138
	Iteration 6F: 3 clusters Score -284330.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -284451.656250 Penalty: 768.929138
	Iteration 7Q: 3 clusters Score -284451.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -284517.125000 Penalty: 768.929138
	Iteration 8Q: 3 clusters Score -284517.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -284550.625000 Penalty: 768.929138
	Iteration 9Q: 3 clusters Score -284550.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -284566.906250 Penalty: 768.929138
	Iteration 10Q: 3 clusters Score -284566.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -284576.781250 Penalty: 768.929138
	Iteration 11Q: 3 clusters Score -284576.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -284585.375000 Penalty: 768.929138
	Iteration 12Q: 3 clusters Score -284585.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -284593.218750 Penalty: 768.929138
	Iteration 13Q: 3 clusters Score -284593.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -284601.375000 Penalty: 768.929138
	Iteration 14Q: 3 clusters Score -284601.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -284607.875000 Penalty: 768.929138
	Iteration 15Q: 3 clusters Score -284607.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -284616.812500 Penalty: 768.929138
	Iteration 16Q: 3 clusters Score -284616.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -284625.250000 Penalty: 768.929138
	Iteration 17Q: 3 clusters Score -284625.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -284638.281250 Penalty: 768.929138
	Iteration 18Q: 3 clusters Score -284638.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -284655.875000 Penalty: 768.929138
	Iteration 19Q: 3 clusters Score -284655.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -284677.125000 Penalty: 768.929138
	Iteration 20F: 3 clusters Score -284677.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -284701.593750 Penalty: 768.929138
	Iteration 21Q: 3 clusters Score -284701.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -284727.750000 Penalty: 768.929138
	Iteration 22Q: 3 clusters Score -284727.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -284749.218750 Penalty: 768.929138
	Iteration 23Q: 3 clusters Score -284749.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -284781.093750 Penalty: 768.929138
	Iteration 24Q: 3 clusters Score -284781.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -284801.156250 Penalty: 768.929138
	Iteration 25Q: 3 clusters Score -284801.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -284813.656250 Penalty: 768.929138
	Iteration 26Q: 3 clusters Score -284813.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -284826.656250 Penalty: 768.929138
	Iteration 27Q: 3 clusters Score -284826.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -284836.750000 Penalty: 768.929138
	Iteration 28Q: 3 clusters Score -284836.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -284843.437500 Penalty: 768.929138
	Iteration 29Q: 3 clusters Score -284843.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -284849.562500 Penalty: 768.929138
	Iteration 30Q: 3 clusters Score -284849.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -284854.500000 Penalty: 768.929138
	Iteration 31Q: 3 clusters Score -284854.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -284859.906250 Penalty: 768.929138
	Iteration 32Q: 3 clusters Score -284859.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -284865.875000 Penalty: 768.929138
	Iteration 33Q: 3 clusters Score -284865.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -284873.312500 Penalty: 768.929138
	Iteration 34Q: 3 clusters Score -284873.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -284880.000000 Penalty: 768.929138
	Iteration 35Q: 3 clusters Score -284880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -284885.781250 Penalty: 768.929138
	Iteration 36Q: 3 clusters Score -284885.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -284891.562500 Penalty: 768.929138
	Iteration 37Q: 3 clusters Score -284891.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -284896.468750 Penalty: 768.929138
	Iteration 38Q: 3 clusters Score -284896.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -284900.843750 Penalty: 768.929138
	Iteration 39Q: 3 clusters Score -284900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -284905.906250 Penalty: 768.929138
	Iteration 40F: 3 clusters Score -284905.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -284911.875000 Penalty: 768.929138
	Iteration 41Q: 3 clusters Score -284911.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -284914.812500 Penalty: 768.929138
	Iteration 42Q: 3 clusters Score -284914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -284919.875000 Penalty: 768.929138
	Iteration 43Q: 3 clusters Score -284919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -284926.093750 Penalty: 768.929138
	Iteration 44Q: 3 clusters Score -284926.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -284931.187500 Penalty: 768.929138
	Iteration 45Q: 3 clusters Score -284931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -284935.125000 Penalty: 768.929138
	Iteration 46Q: 3 clusters Score -284935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -284939.218750 Penalty: 768.929138
	Iteration 47Q: 3 clusters Score -284939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -284944.343750 Penalty: 768.929138
	Iteration 48Q: 3 clusters Score -284944.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -284949.656250 Penalty: 768.929138
	Iteration 49Q: 3 clusters Score -284949.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -284952.843750 Penalty: 768.929138
	Iteration 50Q: 3 clusters Score -284952.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -284956.562500 Penalty: 768.929138
	Iteration 51Q: 3 clusters Score -284956.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -284960.750000 Penalty: 768.929138
	Iteration 52Q: 3 clusters Score -284960.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -284964.218750 Penalty: 768.929138
	Iteration 53Q: 3 clusters Score -284964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -284968.375000 Penalty: 768.929138
	Iteration 54Q: 3 clusters Score -284968.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -284970.875000 Penalty: 768.929138
	Iteration 55Q: 3 clusters Score -284970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -284972.968750 Penalty: 768.929138
	Iteration 56Q: 3 clusters Score -284973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -284975.937500 Penalty: 768.929138
	Iteration 57Q: 3 clusters Score -284975.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -284979.343750 Penalty: 768.929138
	Iteration 58Q: 3 clusters Score -284979.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -284982.250000 Penalty: 768.929138
	Iteration 59Q: 3 clusters Score -284982.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -284984.750000 Penalty: 768.929138
	Iteration 60F: 3 clusters Score -284984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -284987.187500 Penalty: 768.929138
	Iteration 61Q: 3 clusters Score -284987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -284989.718750 Penalty: 768.929138
	Iteration 62Q: 3 clusters Score -284989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -284992.593750 Penalty: 768.929138
	Iteration 63Q: 3 clusters Score -284992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -284993.906250 Penalty: 768.929138
	Iteration 64Q: 3 clusters Score -284993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -284995.281250 Penalty: 768.929138
	Iteration 65Q: 3 clusters Score -284995.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -284995.625000 Penalty: 768.929138
	Iteration 66Q: 3 clusters Score -284995.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -284996.593750 Penalty: 768.929138
	Iteration 67Q: 3 clusters Score -284996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -284998.625000 Penalty: 768.929138
	Iteration 68Q: 3 clusters Score -284998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -284999.375000 Penalty: 768.929138
	Iteration 69Q: 3 clusters Score -284999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -285000.187500 Penalty: 768.929138
	Iteration 70Q: 3 clusters Score -285000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -285001.000000 Penalty: 768.929138
	Iteration 71Q: 3 clusters Score -285001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -285003.656250 Penalty: 768.929138
	Iteration 72Q: 3 clusters Score -285003.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -285009.000000 Penalty: 768.929138
	Iteration 73Q: 3 clusters Score -285009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -285012.312500 Penalty: 768.929138
	Iteration 74Q: 3 clusters Score -285012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -285014.843750 Penalty: 768.929138
	Iteration 75Q: 3 clusters Score -285014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -285017.375000 Penalty: 768.929138
	Iteration 76Q: 3 clusters Score -285017.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -285020.812500 Penalty: 768.929138
	Iteration 77Q: 3 clusters Score -285020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -285024.375000 Penalty: 768.929138
	Iteration 78Q: 3 clusters Score -285024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -285026.468750 Penalty: 768.929138
	Iteration 79Q: 3 clusters Score -285026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -285028.406250 Penalty: 768.929138
	Iteration 80F: 3 clusters Score -285028.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -285029.968750 Penalty: 768.929138
	Iteration 81Q: 3 clusters Score -285030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -285031.937500 Penalty: 768.929138
	Iteration 82Q: 3 clusters Score -285031.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -285032.687500 Penalty: 768.929138
	Iteration 83Q: 3 clusters Score -285032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -285033.750000 Penalty: 768.929138
	Iteration 84Q: 3 clusters Score -285033.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -285034.875000 Penalty: 768.929138
	Iteration 85Q: 3 clusters Score -285034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -285036.812500 Penalty: 768.929138
	Iteration 86Q: 3 clusters Score -285036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -285036.593750 Penalty: 768.929138
	Iteration 87Q: 3 clusters Score -285036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -285037.343750 Penalty: 768.929138
	Iteration 88Q: 3 clusters Score -285037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -285038.093750 Penalty: 768.929138
	Iteration 89Q: 3 clusters Score -285038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -285038.093750 Penalty: 768.929138
	Iteration 90Q: 3 clusters Score -285038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -285038.125000 Penalty: 768.929138
	Iteration 91Q: 3 clusters Score -285038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -285037.718750 Penalty: 768.929138
	Iteration 92Q: 3 clusters Score -285037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -285038.312500 Penalty: 768.929138
	Iteration 93Q: 3 clusters Score -285038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -285039.031250 Penalty: 768.929138
	Iteration 94Q: 3 clusters Score -285039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -285039.125000 Penalty: 768.929138
	Iteration 95Q: 3 clusters Score -285039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -285040.812500 Penalty: 768.929138
	Iteration 96Q: 3 clusters Score -285040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -285042.531250 Penalty: 768.929138
	Iteration 97Q: 3 clusters Score -285042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -285045.343750 Penalty: 768.929138
	Iteration 98Q: 3 clusters Score -285045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -285046.312500 Penalty: 768.929138
	Iteration 99Q: 3 clusters Score -285046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -285048.781250 Penalty: 768.929138
	Iteration 100F: 3 clusters Score -285048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -285051.375000 Penalty: 768.929138
	Iteration 101Q: 3 clusters Score -285051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -285053.500000 Penalty: 768.929138
	Iteration 102Q: 3 clusters Score -285053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -285055.656250 Penalty: 768.929138
	Iteration 103Q: 3 clusters Score -285055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -285058.031250 Penalty: 768.929138
	Iteration 104Q: 3 clusters Score -285058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -285058.562500 Penalty: 768.929138
	Iteration 105Q: 3 clusters Score -285058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -285058.625000 Penalty: 768.929138
	Iteration 106Q: 3 clusters Score -285058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -285059.531250 Penalty: 768.929138
	Iteration 107Q: 3 clusters Score -285059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -285059.625000 Penalty: 768.929138
	Iteration 108Q: 3 clusters Score -285059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -285061.125000 Penalty: 768.929138
	Iteration 109Q: 3 clusters Score -285061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -285061.656250 Penalty: 768.929138
	Iteration 110Q: 3 clusters Score -285061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -285062.406250 Penalty: 768.929138
	Iteration 111Q: 3 clusters Score -285062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -285062.906250 Penalty: 768.929138
	Iteration 112Q: 3 clusters Score -285062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -285062.906250 Penalty: 768.929138
	Iteration 113F: 3 clusters Score -285062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -44214.753906 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -44214.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43514.625000 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -43514.62 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43749.710938 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -43749.71 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43830.777344 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -43830.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -43880.527344 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -43880.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -43922.843750 Penalty: 612.414001
	Iteration 4F: 3 clusters Score -43922.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -43956.871094 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -43956.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -43974.742188 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -43974.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -43982.218750 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -43982.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -43989.683594 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -43989.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -43993.265625 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -43993.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -43996.320312 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -43996.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44004.644531 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -44004.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -44006.894531 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -44006.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -44010.121094 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -44010.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44010.339844 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -44010.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44010.363281 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -44010.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44010.363281 Penalty: 612.414001
	Iteration 16F: 3 clusters Score -44010.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -144767.593750 Penalty: 349.845551
	Iteration 0F: 2 clusters Score -144767.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -143138.859375 Penalty: 699.691101
	Iteration 0F: 3 clusters Score -143138.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -143675.937500 Penalty: 699.691101
	Iteration 1F: 3 clusters Score -143675.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -143751.906250 Penalty: 699.691101
	Iteration 2F: 3 clusters Score -143751.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -143814.750000 Penalty: 699.691101
	Iteration 3F: 3 clusters Score -143814.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -143866.218750 Penalty: 699.691101
	Iteration 4Q: 3 clusters Score -143866.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -143905.062500 Penalty: 699.691101
	Iteration 5Q: 3 clusters Score -143905.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -143946.515625 Penalty: 699.691101
	Iteration 6Q: 3 clusters Score -143946.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -143996.781250 Penalty: 699.691101
	Iteration 7Q: 3 clusters Score -143996.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -144070.171875 Penalty: 699.691101
	Iteration 8Q: 3 clusters Score -144070.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -144136.828125 Penalty: 699.691101
	Iteration 9Q: 3 clusters Score -144136.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -144184.921875 Penalty: 699.691101
	Iteration 10Q: 3 clusters Score -144184.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -144226.703125 Penalty: 699.691101
	Iteration 11Q: 3 clusters Score -144226.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -144258.953125 Penalty: 699.691101
	Iteration 12Q: 3 clusters Score -144259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -144283.484375 Penalty: 699.691101
	Iteration 13Q: 3 clusters Score -144283.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -144301.843750 Penalty: 699.691101
	Iteration 14Q: 3 clusters Score -144301.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -144317.390625 Penalty: 699.691101
	Iteration 15Q: 3 clusters Score -144317.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -144324.609375 Penalty: 699.691101
	Iteration 16Q: 3 clusters Score -144324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -144330.062500 Penalty: 699.691101
	Iteration 17Q: 3 clusters Score -144330.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -144334.765625 Penalty: 699.691101
	Iteration 18Q: 3 clusters Score -144334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -144338.953125 Penalty: 699.691101
	Iteration 19Q: 3 clusters Score -144339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -144345.625000 Penalty: 699.691101
	Iteration 20F: 3 clusters Score -144345.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -144349.531250 Penalty: 699.691101
	Iteration 21Q: 3 clusters Score -144349.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -144351.656250 Penalty: 699.691101
	Iteration 22Q: 3 clusters Score -144351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -144352.031250 Penalty: 699.691101
	Iteration 23Q: 3 clusters Score -144352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -144353.000000 Penalty: 699.691101
	Iteration 24Q: 3 clusters Score -144353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -144354.203125 Penalty: 699.691101
	Iteration 25Q: 3 clusters Score -144354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -144355.500000 Penalty: 699.691101
	Iteration 26Q: 3 clusters Score -144355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -144356.687500 Penalty: 699.691101
	Iteration 27Q: 3 clusters Score -144356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -144357.406250 Penalty: 699.691101
	Iteration 28Q: 3 clusters Score -144357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -144357.578125 Penalty: 699.691101
	Iteration 29Q: 3 clusters Score -144357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -144358.062500 Penalty: 699.691101
	Iteration 30Q: 3 clusters Score -144358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -144358.859375 Penalty: 699.691101
	Iteration 31Q: 3 clusters Score -144358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -144360.562500 Penalty: 699.691101
	Iteration 32Q: 3 clusters Score -144360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -144362.140625 Penalty: 699.691101
	Iteration 33Q: 3 clusters Score -144362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -144362.890625 Penalty: 699.691101
	Iteration 34Q: 3 clusters Score -144362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -144362.734375 Penalty: 699.691101
	Iteration 35Q: 3 clusters Score -144362.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -144363.140625 Penalty: 699.691101
	Iteration 36Q: 3 clusters Score -144363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -144363.203125 Penalty: 699.691101
	Iteration 37Q: 3 clusters Score -144363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -144363.203125 Penalty: 699.691101
	Iteration 38F: 3 clusters Score -144363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -485987.468750 Penalty: 404.856995
	Iteration 0F: 2 clusters Score -485987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -481121.312500 Penalty: 809.713989
	Iteration 0F: 3 clusters Score -481121.3 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -483057.093750 Penalty: 809.713989
	Iteration 1F: 3 clusters Score -483057.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -483247.250000 Penalty: 809.713989
	Iteration 2F: 3 clusters Score -483247.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -483488.656250 Penalty: 809.713989
	Iteration 3F: 3 clusters Score -483488.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -483788.531250 Penalty: 809.713989
	Iteration 4F: 3 clusters Score -483788.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -484103.406250 Penalty: 809.713989
	Iteration 5F: 3 clusters Score -484103.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -484429.062500 Penalty: 809.713989
	Iteration 6F: 3 clusters Score -484429.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -484714.125000 Penalty: 809.713989
	Iteration 7Q: 3 clusters Score -484714.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -484936.968750 Penalty: 809.713989
	Iteration 8Q: 3 clusters Score -484937 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -485074.312500 Penalty: 809.713989
	Iteration 9Q: 3 clusters Score -485074.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -485173.125000 Penalty: 809.713989
	Iteration 10Q: 3 clusters Score -485173.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -485259.437500 Penalty: 809.713989
	Iteration 11Q: 3 clusters Score -485259.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -485332.906250 Penalty: 809.713989
	Iteration 12Q: 3 clusters Score -485332.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -485408.562500 Penalty: 809.713989
	Iteration 13Q: 3 clusters Score -485408.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -485497.093750 Penalty: 809.713989
	Iteration 14Q: 3 clusters Score -485497.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -485586.062500 Penalty: 809.713989
	Iteration 15Q: 3 clusters Score -485586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -485636.468750 Penalty: 809.713989
	Iteration 16Q: 3 clusters Score -485636.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -485666.062500 Penalty: 809.713989
	Iteration 17Q: 3 clusters Score -485666.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -485683.125000 Penalty: 809.713989
	Iteration 18Q: 3 clusters Score -485683.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -485696.687500 Penalty: 809.713989
	Iteration 19Q: 3 clusters Score -485696.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -485706.343750 Penalty: 809.713989
	Iteration 20F: 3 clusters Score -485706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -485711.312500 Penalty: 809.713989
	Iteration 21Q: 3 clusters Score -485711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -485711.343750 Penalty: 809.713989
	Iteration 22Q: 3 clusters Score -485711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -485712.812500 Penalty: 809.713989
	Iteration 23Q: 3 clusters Score -485712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -485714.781250 Penalty: 809.713989
	Iteration 24Q: 3 clusters Score -485714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -485715.718750 Penalty: 809.713989
	Iteration 25Q: 3 clusters Score -485715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -485716.875000 Penalty: 809.713989
	Iteration 26Q: 3 clusters Score -485716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -485716.875000 Penalty: 809.713989
	Iteration 27F: 3 clusters Score -485716.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -45404.003906 Penalty: 303.462158
	Iteration 0F: 2 clusters Score -45404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -44725.464844 Penalty: 606.924316
	Iteration 0F: 3 clusters Score -44725.46 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44936.292969 Penalty: 606.924316
	Iteration 1F: 3 clusters Score -44936.29 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45000.613281 Penalty: 606.924316
	Iteration 2F: 3 clusters Score -45000.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45033.574219 Penalty: 606.924316
	Iteration 3F: 3 clusters Score -45033.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45052.785156 Penalty: 606.924316
	Iteration 4Q: 3 clusters Score -45052.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45064.285156 Penalty: 606.924316
	Iteration 5Q: 3 clusters Score -45064.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45070.820312 Penalty: 606.924316
	Iteration 6Q: 3 clusters Score -45070.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45075.441406 Penalty: 606.924316
	Iteration 7Q: 3 clusters Score -45075.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45080.269531 Penalty: 606.924316
	Iteration 8Q: 3 clusters Score -45080.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45082.285156 Penalty: 606.924316
	Iteration 9Q: 3 clusters Score -45082.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45082.785156 Penalty: 606.924316
	Iteration 10Q: 3 clusters Score -45082.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45083.132812 Penalty: 606.924316
	Iteration 11Q: 3 clusters Score -45083.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45083.121094 Penalty: 606.924316
	Iteration 12Q: 3 clusters Score -45083.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45083.121094 Penalty: 606.924316
	Iteration 13F: 3 clusters Score -45083.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Entering Unmasked Estep 
Score: -2845236.500000 Penalty: 486.164917
	Iteration 0F: 2 clusters Score -2845236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2816689.500000 Penalty: 972.329834
	Iteration 0F: 3 clusters Score -2816690 nChanged 21160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -2831334.250000 Penalty: 972.329834
	Iteration 1F: 3 clusters Score -2831334 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -2833624.250000 Penalty: 972.329834
	Iteration 2F: 3 clusters Score -2833624 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -2836557.500000 Penalty: 972.329834
	Iteration 3F: 3 clusters Score -2836558 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -2839721.250000 Penalty: 972.329834
	Iteration 4F: 3 clusters Score -2839721 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -2842212.750000 Penalty: 972.329834
	Iteration 5F: 3 clusters Score -2842213 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2843111.500000 Penalty: 972.329834
	Iteration 6Q: 3 clusters Score -2843112 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -2843362.000000 Penalty: 972.329834
	Iteration 7Q: 3 clusters Score -2843362 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -2843514.500000 Penalty: 972.329834
	Iteration 8Q: 3 clusters Score -2843514 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -2843617.000000 Penalty: 972.329834
	Iteration 9Q: 3 clusters Score -2843617 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -2843720.500000 Penalty: 972.329834
	Iteration 10Q: 3 clusters Score -2843720 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -2843802.000000 Penalty: 972.329834
	Iteration 11Q: 3 clusters Score -2843802 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -2843890.500000 Penalty: 972.329834
	Iteration 12Q: 3 clusters Score -2843890 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -2843977.000000 Penalty: 972.329834
	Iteration 13Q: 3 clusters Score -2843977 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -2844057.500000 Penalty: 972.329834
	Iteration 14Q: 3 clusters Score -2844058 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -2844191.250000 Penalty: 972.329834
	Iteration 15Q: 3 clusters Score -2844191 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -2844320.500000 Penalty: 972.329834
	Iteration 16Q: 3 clusters Score -2844320 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -2844498.500000 Penalty: 972.329834
	Iteration 17Q: 3 clusters Score -2844498 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -2844663.250000 Penalty: 972.329834
	Iteration 18Q: 3 clusters Score -2844663 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -2844794.750000 Penalty: 972.329834
	Iteration 19Q: 3 clusters Score -2844795 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -2844900.000000 Penalty: 972.329834
	Iteration 20F: 3 clusters Score -2844900 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -2844996.000000 Penalty: 972.329834
	Iteration 21Q: 3 clusters Score -2844996 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -2845083.750000 Penalty: 972.329834
	Iteration 22Q: 3 clusters Score -2845084 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -2845114.000000 Penalty: 972.329834
	Iteration 23Q: 3 clusters Score -2845114 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -2845174.500000 Penalty: 972.329834
	Iteration 24Q: 3 clusters Score -2845174 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -2845184.000000 Penalty: 972.329834
	Iteration 25Q: 3 clusters Score -2845184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -2845178.000000 Penalty: 972.329834
	Iteration 26Q: 3 clusters Score -2845178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -2845171.250000 Penalty: 972.329834
	Iteration 27Q: 3 clusters Score -2845171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -2845162.250000 Penalty: 972.329834
	Iteration 28Q: 3 clusters Score -2845162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -2845150.500000 Penalty: 972.329834
	Iteration 29Q: 3 clusters Score -2845150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -2845137.250000 Penalty: 972.329834
	Iteration 30Q: 3 clusters Score -2845137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -2845123.750000 Penalty: 972.329834
	Iteration 31Q: 3 clusters Score -2845124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -2845104.750000 Penalty: 972.329834
	Iteration 32Q: 3 clusters Score -2845105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -2845085.250000 Penalty: 972.329834
	Iteration 33Q: 3 clusters Score -2845085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -2845089.250000 Penalty: 972.329834
	Iteration 34Q: 3 clusters Score -2845089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -2845082.750000 Penalty: 972.329834
	Iteration 35Q: 3 clusters Score -2845083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -2845075.250000 Penalty: 972.329834
	Iteration 36Q: 3 clusters Score -2845075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -2845072.500000 Penalty: 972.329834
	Iteration 37Q: 3 clusters Score -2845072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -2845061.250000 Penalty: 972.329834
	Iteration 38Q: 3 clusters Score -2845061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -2845051.500000 Penalty: 972.329834
	Iteration 39Q: 3 clusters Score -2845052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -2845046.250000 Penalty: 972.329834
	Iteration 40F: 3 clusters Score -2845046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -2845048.750000 Penalty: 972.329834
	Iteration 41Q: 3 clusters Score -2845049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -2845041.000000 Penalty: 972.329834
	Iteration 42Q: 3 clusters Score -2845041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -2845035.250000 Penalty: 972.329834
	Iteration 43Q: 3 clusters Score -2845035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -2845030.750000 Penalty: 972.329834
	Iteration 44Q: 3 clusters Score -2845031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -2845034.250000 Penalty: 972.329834
	Iteration 45Q: 3 clusters Score -2845034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -2845032.500000 Penalty: 972.329834
	Iteration 46Q: 3 clusters Score -2845032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -2845031.750000 Penalty: 972.329834
	Iteration 47Q: 3 clusters Score -2845032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -2845030.750000 Penalty: 972.329834
	Iteration 48Q: 3 clusters Score -2845031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -2845029.250000 Penalty: 972.329834
	Iteration 49Q: 3 clusters Score -2845029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -2845028.500000 Penalty: 972.329834
	Iteration 50Q: 3 clusters Score -2845028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -2845030.500000 Penalty: 972.329834
	Iteration 51Q: 3 clusters Score -2845030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -2845028.750000 Penalty: 972.329834
	Iteration 52Q: 3 clusters Score -2845029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -2845035.750000 Penalty: 972.329834
	Iteration 53Q: 3 clusters Score -2845036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -2845037.750000 Penalty: 972.329834
	Iteration 54Q: 3 clusters Score -2845038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -2845043.750000 Penalty: 972.329834
	Iteration 55Q: 3 clusters Score -2845044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -2845042.250000 Penalty: 972.329834
	Iteration 56Q: 3 clusters Score -2845042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -2845041.500000 Penalty: 972.329834
	Iteration 57Q: 3 clusters Score -2845042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -2845041.500000 Penalty: 972.329834
	Iteration 58F: 3 clusters Score -2845042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 43371 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31474 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 71614 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 167429 members 
Mstep: Class 14 contains 46031 members 
Mstep: Class 15 contains 42559 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 73046 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 39435 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 4674 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2184 members 
Mstep: Class 32 contains 7317 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220112.000000 Penalty: 21425.742188
Iteration 159Q: 36 clusters Score -4.222011e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 43367 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31677 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 15402 members 
Mstep: Class 10 contains 71499 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 167465 members 
Mstep: Class 14 contains 46054 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 4005 members 
Mstep: Class 17 contains 72826 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 39414 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 39849 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 1545 members 
Mstep: Class 27 contains 2840 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 4654 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2180 members 
Mstep: Class 32 contains 7319 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43711 members 
Mstep: Class 35 contains 10073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219924.000000 Penalty: 21425.742188
Iteration 160F: 36 clusters Score -4.221992e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 43368 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 31868 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 15402 members 
Mstep: Class 10 contains 71388 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 167517 members 
Mstep: Class 14 contains 46067 members 
Mstep: Class 15 contains 42709 members 
Mstep: Class 16 contains 4047 members 
Mstep: Class 17 contains 72614 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 599 members 
Mstep: Class 20 contains 39410 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 39739 members 
Mstep: Class 25 contains 2033 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 4634 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2178 members 
Mstep: Class 32 contains 7323 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43718 members 
Mstep: Class 35 contains 10258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219980.000000 Penalty: 21425.742188
Iteration 161Q: 36 clusters Score -4.221998e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 43375 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32046 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 15404 members 
Mstep: Class 10 contains 71289 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15418 members 
Mstep: Class 13 contains 167551 members 
Mstep: Class 14 contains 46085 members 
Mstep: Class 15 contains 42790 members 
Mstep: Class 16 contains 4084 members 
Mstep: Class 17 contains 72457 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 39418 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 39592 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 4616 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2176 members 
Mstep: Class 32 contains 7329 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43720 members 
Mstep: Class 35 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219884.000000 Penalty: 21425.742188
Iteration 162Q: 36 clusters Score -4.221988e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 43382 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 71197 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 167602 members 
Mstep: Class 14 contains 46102 members 
Mstep: Class 15 contains 42838 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 72323 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 39418 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 39464 members 
Mstep: Class 25 contains 2003 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 4592 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2175 members 
Mstep: Class 32 contains 7337 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43734 members 
Mstep: Class 35 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219864.000000 Penalty: 21425.742188
Iteration 163Q: 36 clusters Score -4.221986e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 43389 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32321 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 71102 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 167610 members 
Mstep: Class 14 contains 46123 members 
Mstep: Class 15 contains 42907 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 17 contains 72215 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 39426 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4769 members 
Mstep: Class 24 contains 39335 members 
Mstep: Class 25 contains 1990 members 
Mstep: Class 26 contains 1530 members 
Mstep: Class 27 contains 2784 members 
Mstep: Class 28 contains 2201 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2170 members 
Mstep: Class 32 contains 7347 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43742 members 
Mstep: Class 35 contains 10639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219800.000000 Penalty: 21425.742188
Iteration 164Q: 36 clusters Score -4.22198e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32444 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 71013 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 167589 members 
Mstep: Class 14 contains 46138 members 
Mstep: Class 15 contains 43005 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 72134 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 39432 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4762 members 
Mstep: Class 24 contains 39191 members 
Mstep: Class 25 contains 1977 members 
Mstep: Class 26 contains 1521 members 
Mstep: Class 27 contains 2762 members 
Mstep: Class 28 contains 2204 members 
Mstep: Class 29 contains 4557 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2170 members 
Mstep: Class 32 contains 7356 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 43750 members 
Mstep: Class 35 contains 10754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219868.000000 Penalty: 21425.742188
Iteration 165Q: 36 clusters Score -4.221987e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 43391 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32594 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 670 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 70916 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 167566 members 
Mstep: Class 14 contains 46155 members 
Mstep: Class 15 contains 43095 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 72063 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 599 members 
Mstep: Class 20 contains 39417 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4757 members 
Mstep: Class 24 contains 39059 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 1518 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 2208 members 
Mstep: Class 29 contains 4537 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2170 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43753 members 
Mstep: Class 35 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219812.000000 Penalty: 21425.742188
Iteration 166Q: 36 clusters Score -4.221981e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 43393 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32764 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 70816 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 167561 members 
Mstep: Class 14 contains 46161 members 
Mstep: Class 15 contains 43171 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 71990 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 39405 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 38935 members 
Mstep: Class 25 contains 1959 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 2733 members 
Mstep: Class 28 contains 2210 members 
Mstep: Class 29 contains 4510 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2168 members 
Mstep: Class 32 contains 7378 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43757 members 
Mstep: Class 35 contains 10956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219776.000000 Penalty: 21425.742188
Iteration 167Q: 36 clusters Score -4.221978e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 43394 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 32924 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 70712 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15386 members 
Mstep: Class 13 contains 167565 members 
Mstep: Class 14 contains 46175 members 
Mstep: Class 15 contains 43227 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 71900 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 39398 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4746 members 
Mstep: Class 24 contains 38845 members 
Mstep: Class 25 contains 1947 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 2208 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 7387 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43762 members 
Mstep: Class 35 contains 11052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219772.000000 Penalty: 21425.742188
Iteration 168Q: 36 clusters Score -4.221977e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 43396 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 33096 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 70595 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15372 members 
Mstep: Class 13 contains 167579 members 
Mstep: Class 14 contains 46189 members 
Mstep: Class 15 contains 43264 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 71804 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 39386 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 38751 members 
Mstep: Class 25 contains 1933 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 2207 members 
Mstep: Class 29 contains 4475 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 7395 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43769 members 
Mstep: Class 35 contains 11153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219728.000000 Penalty: 21425.742188
Iteration 169Q: 36 clusters Score -4.221973e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 43394 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 33266 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 681 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 70466 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15358 members 
Mstep: Class 13 contains 167603 members 
Mstep: Class 14 contains 46198 members 
Mstep: Class 15 contains 43315 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 71695 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 39377 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 38670 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 1514 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 2207 members 
Mstep: Class 29 contains 4450 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 7404 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43783 members 
Mstep: Class 35 contains 11258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219620.000000 Penalty: 21425.742188
Iteration 170Q: 36 clusters Score -4.221962e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 43397 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 33446 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 9 contains 15421 members 
Mstep: Class 10 contains 70340 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15350 members 
Mstep: Class 13 contains 167587 members 
Mstep: Class 14 contains 46207 members 
Mstep: Class 15 contains 43376 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 71609 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 39373 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 4721 members 
Mstep: Class 24 contains 38576 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 4426 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 7417 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43798 members 
Mstep: Class 35 contains 11348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219672.000000 Penalty: 21425.742188
Iteration 171Q: 36 clusters Score -4.221967e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 43396 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 33621 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 15422 members 
Mstep: Class 10 contains 70209 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15327 members 
Mstep: Class 13 contains 167593 members 
Mstep: Class 14 contains 46211 members 
Mstep: Class 15 contains 43440 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 71502 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 39367 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 4711 members 
Mstep: Class 24 contains 38491 members 
Mstep: Class 25 contains 1888 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 4410 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 7431 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43824 members 
Mstep: Class 35 contains 11441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219576.000000 Penalty: 21425.742188
Iteration 172Q: 36 clusters Score -4.221958e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 43403 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 33799 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 690 members 
Mstep: Class 9 contains 15427 members 
Mstep: Class 10 contains 70079 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15305 members 
Mstep: Class 13 contains 167584 members 
Mstep: Class 14 contains 46220 members 
Mstep: Class 15 contains 43475 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 71409 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 20 contains 39360 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 38419 members 
Mstep: Class 25 contains 1871 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 4397 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2163 members 
Mstep: Class 32 contains 7440 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43846 members 
Mstep: Class 35 contains 11538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219724.000000 Penalty: 21425.742188
Iteration 173Q: 36 clusters Score -4.221972e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 43407 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 33977 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 9 contains 15435 members 
Mstep: Class 10 contains 69937 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 167574 members 
Mstep: Class 14 contains 46220 members 
Mstep: Class 15 contains 43509 members 
Mstep: Class 16 contains 4367 members 
Mstep: Class 17 contains 71332 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 20 contains 39356 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 4696 members 
Mstep: Class 24 contains 38339 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 1508 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 4384 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 7456 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43866 members 
Mstep: Class 35 contains 11623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219764.000000 Penalty: 21425.742188
Iteration 174Q: 36 clusters Score -4.221976e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 43411 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 34174 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 15441 members 
Mstep: Class 10 contains 69795 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15270 members 
Mstep: Class 13 contains 167554 members 
Mstep: Class 14 contains 46222 members 
Mstep: Class 15 contains 43532 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 71267 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 39353 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 38261 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1505 members 
Mstep: Class 27 contains 2709 members 
Mstep: Class 28 contains 2205 members 
Mstep: Class 29 contains 4373 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2161 members 
Mstep: Class 32 contains 7469 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43887 members 
Mstep: Class 35 contains 11699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219876.000000 Penalty: 21425.742188
Iteration 175Q: 36 clusters Score -4.221988e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 43413 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 34387 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 15450 members 
Mstep: Class 10 contains 69622 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15247 members 
Mstep: Class 13 contains 167585 members 
Mstep: Class 14 contains 46231 members 
Mstep: Class 15 contains 43530 members 
Mstep: Class 16 contains 4421 members 
Mstep: Class 17 contains 71202 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 39348 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4689 members 
Mstep: Class 24 contains 38191 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 4360 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2160 members 
Mstep: Class 32 contains 7478 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43916 members 
Mstep: Class 35 contains 11774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219876.000000 Penalty: 21425.742188
Iteration 176Q: 36 clusters Score -4.221988e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 43422 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 34597 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 709 members 
Mstep: Class 9 contains 15465 members 
Mstep: Class 10 contains 69432 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15232 members 
Mstep: Class 13 contains 167591 members 
Mstep: Class 14 contains 46248 members 
Mstep: Class 15 contains 43528 members 
Mstep: Class 16 contains 4445 members 
Mstep: Class 17 contains 71144 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4684 members 
Mstep: Class 24 contains 38125 members 
Mstep: Class 25 contains 1794 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 4345 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2160 members 
Mstep: Class 32 contains 7488 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43932 members 
Mstep: Class 35 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219864.000000 Penalty: 21425.742188
Iteration 177Q: 36 clusters Score -4.221986e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 34791 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 69254 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15208 members 
Mstep: Class 13 contains 167605 members 
Mstep: Class 14 contains 46256 members 
Mstep: Class 15 contains 43517 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 17 contains 71102 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39335 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4673 members 
Mstep: Class 24 contains 38071 members 
Mstep: Class 25 contains 1778 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 4338 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2161 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43951 members 
Mstep: Class 35 contains 11914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219808.000000 Penalty: 21425.742188
Iteration 178Q: 36 clusters Score -4.221981e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 43428 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 34970 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 69085 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15192 members 
Mstep: Class 13 contains 167610 members 
Mstep: Class 14 contains 46267 members 
Mstep: Class 15 contains 43515 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 71067 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39336 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 38023 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 1498 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 4329 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2161 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43972 members 
Mstep: Class 35 contains 11969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219868.000000 Penalty: 21425.742188
Iteration 179Q: 36 clusters Score -4.221987e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 43433 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 35126 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 15510 members 
Mstep: Class 10 contains 68908 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 167626 members 
Mstep: Class 14 contains 46275 members 
Mstep: Class 15 contains 43531 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 71042 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39332 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4662 members 
Mstep: Class 24 contains 37982 members 
Mstep: Class 25 contains 1753 members 
Mstep: Class 26 contains 1498 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 4323 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 7511 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43993 members 
Mstep: Class 35 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220020.000000 Penalty: 21425.742188
Iteration 180F: 36 clusters Score -4.222002e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 35303 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 15519 members 
Mstep: Class 10 contains 68736 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15172 members 
Mstep: Class 13 contains 167629 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 43553 members 
Mstep: Class 16 contains 4512 members 
Mstep: Class 17 contains 71023 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39332 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4660 members 
Mstep: Class 24 contains 37925 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 1498 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 4314 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2163 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 43999 members 
Mstep: Class 35 contains 12064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219980.000000 Penalty: 21425.742188
Iteration 181Q: 36 clusters Score -4.221998e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 43436 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 35463 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 15521 members 
Mstep: Class 10 contains 68555 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 167618 members 
Mstep: Class 14 contains 46266 members 
Mstep: Class 15 contains 43598 members 
Mstep: Class 16 contains 4522 members 
Mstep: Class 17 contains 71026 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39330 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 37865 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 2191 members 
Mstep: Class 29 contains 4302 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 7540 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44010 members 
Mstep: Class 35 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220020.000000 Penalty: 21425.742188
Iteration 182Q: 36 clusters Score -4.222002e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 35636 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 15520 members 
Mstep: Class 10 contains 68373 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 167621 members 
Mstep: Class 14 contains 46257 members 
Mstep: Class 15 contains 43665 members 
Mstep: Class 16 contains 4527 members 
Mstep: Class 17 contains 71014 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39323 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 37795 members 
Mstep: Class 25 contains 1733 members 
Mstep: Class 26 contains 1494 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2190 members 
Mstep: Class 29 contains 4298 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 7557 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44020 members 
Mstep: Class 35 contains 12150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219920.000000 Penalty: 21425.742188
Iteration 183Q: 36 clusters Score -4.221992e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 35799 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 15519 members 
Mstep: Class 10 contains 68206 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15151 members 
Mstep: Class 13 contains 167616 members 
Mstep: Class 14 contains 46239 members 
Mstep: Class 15 contains 43750 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 71002 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39325 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 37693 members 
Mstep: Class 25 contains 1727 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 4297 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44030 members 
Mstep: Class 35 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219800.000000 Penalty: 21425.742188
Iteration 184Q: 36 clusters Score -4.22198e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 35972 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 15520 members 
Mstep: Class 10 contains 68028 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15154 members 
Mstep: Class 13 contains 167602 members 
Mstep: Class 14 contains 46219 members 
Mstep: Class 15 contains 43845 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 71006 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 37600 members 
Mstep: Class 25 contains 1724 members 
Mstep: Class 26 contains 1490 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 2188 members 
Mstep: Class 29 contains 4288 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 7614 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 12223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219932.000000 Penalty: 21425.742188
Iteration 185Q: 36 clusters Score -4.221993e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 36144 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 9 contains 15524 members 
Mstep: Class 10 contains 67856 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 167591 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 43916 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 70997 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 39313 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 37519 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 4282 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 7641 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44030 members 
Mstep: Class 35 contains 12263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220004.000000 Penalty: 21425.742188
Iteration 186Q: 36 clusters Score -4.222e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 43434 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 36330 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 15527 members 
Mstep: Class 10 contains 67666 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15152 members 
Mstep: Class 13 contains 167587 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 43978 members 
Mstep: Class 16 contains 4547 members 
Mstep: Class 17 contains 70986 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 591 members 
Mstep: Class 20 contains 39309 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 37456 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 1484 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 2190 members 
Mstep: Class 29 contains 4276 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 7667 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44040 members 
Mstep: Class 35 contains 12298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219972.000000 Penalty: 21425.742188
Iteration 187Q: 36 clusters Score -4.221997e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 36530 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 15532 members 
Mstep: Class 10 contains 67480 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15146 members 
Mstep: Class 13 contains 167582 members 
Mstep: Class 14 contains 46173 members 
Mstep: Class 15 contains 44050 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 70976 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 591 members 
Mstep: Class 20 contains 39304 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4651 members 
Mstep: Class 24 contains 37355 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 1485 members 
Mstep: Class 27 contains 2709 members 
Mstep: Class 28 contains 2188 members 
Mstep: Class 29 contains 4273 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2164 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44053 members 
Mstep: Class 35 contains 12332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219896.000000 Penalty: 21425.742188
Iteration 188Q: 36 clusters Score -4.22199e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 43436 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 36748 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 741 members 
Mstep: Class 9 contains 15534 members 
Mstep: Class 10 contains 67295 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15136 members 
Mstep: Class 13 contains 167579 members 
Mstep: Class 14 contains 46160 members 
Mstep: Class 15 contains 44100 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 70950 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39296 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 37276 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 1483 members 
Mstep: Class 27 contains 2713 members 
Mstep: Class 28 contains 2188 members 
Mstep: Class 29 contains 4271 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 7714 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44065 members 
Mstep: Class 35 contains 12368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219884.000000 Penalty: 21425.742188
Iteration 189Q: 36 clusters Score -4.221988e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 43436 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 36947 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 15532 members 
Mstep: Class 10 contains 67108 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15126 members 
Mstep: Class 13 contains 167591 members 
Mstep: Class 14 contains 46150 members 
Mstep: Class 15 contains 44157 members 
Mstep: Class 16 contains 4560 members 
Mstep: Class 17 contains 70909 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 39292 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4645 members 
Mstep: Class 24 contains 37188 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 1482 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 2186 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2159 members 
Mstep: Class 32 contains 7734 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44083 members 
Mstep: Class 35 contains 12409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219860.000000 Penalty: 21425.742188
Iteration 190Q: 36 clusters Score -4.221986e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 37162 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 15531 members 
Mstep: Class 10 contains 66944 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 13 contains 167613 members 
Mstep: Class 14 contains 46139 members 
Mstep: Class 15 contains 44196 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 70879 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 39292 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 37071 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 1480 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 4265 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2158 members 
Mstep: Class 32 contains 7755 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44086 members 
Mstep: Class 35 contains 12449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219824.000000 Penalty: 21425.742188
Iteration 191Q: 36 clusters Score -4.221982e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 15533 members 
Mstep: Class 10 contains 66817 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15110 members 
Mstep: Class 13 contains 167620 members 
Mstep: Class 14 contains 46128 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 4572 members 
Mstep: Class 17 contains 70847 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 39294 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4631 members 
Mstep: Class 24 contains 36953 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 1482 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2159 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44092 members 
Mstep: Class 35 contains 12485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219812.000000 Penalty: 21425.742188
Iteration 192Q: 36 clusters Score -4.221981e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 15533 members 
Mstep: Class 10 contains 66729 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15094 members 
Mstep: Class 13 contains 167628 members 
Mstep: Class 14 contains 46126 members 
Mstep: Class 15 contains 44293 members 
Mstep: Class 16 contains 4579 members 
Mstep: Class 17 contains 70811 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 39292 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 36816 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 1480 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 2176 members 
Mstep: Class 29 contains 4248 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 7799 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44102 members 
Mstep: Class 35 contains 12521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219700.000000 Penalty: 21425.742188
Iteration 193Q: 36 clusters Score -4.22197e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 37713 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 743 members 
Mstep: Class 9 contains 15533 members 
Mstep: Class 10 contains 66648 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15080 members 
Mstep: Class 13 contains 167630 members 
Mstep: Class 14 contains 46127 members 
Mstep: Class 15 contains 44345 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 70774 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39294 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4614 members 
Mstep: Class 24 contains 36686 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 1481 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 2174 members 
Mstep: Class 29 contains 4233 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 2164 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44113 members 
Mstep: Class 35 contains 12557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219688.000000 Penalty: 21425.742188
Iteration 194Q: 36 clusters Score -4.221969e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 43436 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 743 members 
Mstep: Class 9 contains 15535 members 
Mstep: Class 10 contains 66577 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15053 members 
Mstep: Class 13 contains 167612 members 
Mstep: Class 14 contains 46133 members 
Mstep: Class 15 contains 44414 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 70721 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39290 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 36539 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 1481 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 2171 members 
Mstep: Class 29 contains 4225 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44138 members 
Mstep: Class 35 contains 12608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219784.000000 Penalty: 21425.742188
Iteration 195Q: 36 clusters Score -4.221978e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 38084 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 747 members 
Mstep: Class 9 contains 15543 members 
Mstep: Class 10 contains 66510 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15028 members 
Mstep: Class 13 contains 167595 members 
Mstep: Class 14 contains 46134 members 
Mstep: Class 15 contains 44465 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 17 contains 70672 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39287 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 36394 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 1481 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 4219 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2159 members 
Mstep: Class 32 contains 7835 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44160 members 
Mstep: Class 35 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219820.000000 Penalty: 21425.742188
Iteration 196Q: 36 clusters Score -4.221982e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 15550 members 
Mstep: Class 10 contains 66462 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 15002 members 
Mstep: Class 13 contains 167567 members 
Mstep: Class 14 contains 46141 members 
Mstep: Class 15 contains 44495 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 70628 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39282 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4584 members 
Mstep: Class 24 contains 36238 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 2709 members 
Mstep: Class 28 contains 2166 members 
Mstep: Class 29 contains 4213 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 7846 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44181 members 
Mstep: Class 35 contains 12732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219840.000000 Penalty: 21425.742188
Iteration 197Q: 36 clusters Score -4.221984e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 38451 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 15556 members 
Mstep: Class 10 contains 66433 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14973 members 
Mstep: Class 13 contains 167529 members 
Mstep: Class 14 contains 46146 members 
Mstep: Class 15 contains 44530 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 70601 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39283 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 36061 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 2167 members 
Mstep: Class 29 contains 4208 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2146 members 
Mstep: Class 32 contains 7857 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44215 members 
Mstep: Class 35 contains 12789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219964.000000 Penalty: 21425.742188
Iteration 198Q: 36 clusters Score -4.221996e+07 nChanged 712
Entering ConstructFrom: 
Score: -42219964.000000 Penalty: 21425.742188
Entering ConstructFrom: 
Trying to split cluster 1 (10520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Entering Unmasked Estep 
Score: -668519.125000 Penalty: 421.377014
	Iteration 0F: 2 clusters Score -668519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -661559.625000 Penalty: 842.754028
	Iteration 0F: 3 clusters Score -661559.6 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -664509.000000 Penalty: 842.754028
	Iteration 1F: 3 clusters Score -664509 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -664956.437500 Penalty: 842.754028
	Iteration 2F: 3 clusters Score -664956.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -665578.437500 Penalty: 842.754028
	Iteration 3F: 3 clusters Score -665578.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -666284.625000 Penalty: 842.754028
	Iteration 4F: 3 clusters Score -666284.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -666941.625000 Penalty: 842.754028
	Iteration 5F: 3 clusters Score -666941.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -667403.187500 Penalty: 842.754028
	Iteration 6Q: 3 clusters Score -667403.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -667660.062500 Penalty: 842.754028
	Iteration 7Q: 3 clusters Score -667660.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -667810.625000 Penalty: 842.754028
	Iteration 8Q: 3 clusters Score -667810.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -667908.937500 Penalty: 842.754028
	Iteration 9Q: 3 clusters Score -667908.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -667988.125000 Penalty: 842.754028
	Iteration 10Q: 3 clusters Score -667988.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -668046.375000 Penalty: 842.754028
	Iteration 11Q: 3 clusters Score -668046.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -668096.812500 Penalty: 842.754028
	Iteration 12Q: 3 clusters Score -668096.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -668147.875000 Penalty: 842.754028
	Iteration 13Q: 3 clusters Score -668147.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -668175.750000 Penalty: 842.754028
	Iteration 14Q: 3 clusters Score -668175.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -668193.437500 Penalty: 842.754028
	Iteration 15Q: 3 clusters Score -668193.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -668212.250000 Penalty: 842.754028
	Iteration 16Q: 3 clusters Score -668212.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -668222.250000 Penalty: 842.754028
	Iteration 17Q: 3 clusters Score -668222.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -668231.312500 Penalty: 842.754028
	Iteration 18Q: 3 clusters Score -668231.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -668235.687500 Penalty: 842.754028
	Iteration 19Q: 3 clusters Score -668235.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -668238.312500 Penalty: 842.754028
	Iteration 20F: 3 clusters Score -668238.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -668241.937500 Penalty: 842.754028
	Iteration 21Q: 3 clusters Score -668241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -668246.250000 Penalty: 842.754028
	Iteration 22Q: 3 clusters Score -668246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -668248.187500 Penalty: 842.754028
	Iteration 23Q: 3 clusters Score -668248.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -668251.437500 Penalty: 842.754028
	Iteration 24Q: 3 clusters Score -668251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -668255.687500 Penalty: 842.754028
	Iteration 25Q: 3 clusters Score -668255.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -668259.812500 Penalty: 842.754028
	Iteration 26Q: 3 clusters Score -668259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -668259.500000 Penalty: 842.754028
	Iteration 27Q: 3 clusters Score -668259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -668260.562500 Penalty: 842.754028
	Iteration 28Q: 3 clusters Score -668260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -668261.000000 Penalty: 842.754028
	Iteration 29Q: 3 clusters Score -668261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -668261.437500 Penalty: 842.754028
	Iteration 30Q: 3 clusters Score -668261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -668261.375000 Penalty: 842.754028
	Iteration 31Q: 3 clusters Score -668261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -668261.500000 Penalty: 842.754028
	Iteration 32Q: 3 clusters Score -668261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -668261.062500 Penalty: 842.754028
	Iteration 33Q: 3 clusters Score -668261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -668262.125000 Penalty: 842.754028
	Iteration 34Q: 3 clusters Score -668262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -668262.000000 Penalty: 842.754028
	Iteration 35Q: 3 clusters Score -668262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -668261.625000 Penalty: 842.754028
	Iteration 36Q: 3 clusters Score -668261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -668261.562500 Penalty: 842.754028
	Iteration 37Q: 3 clusters Score -668261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -668261.812500 Penalty: 842.754028
	Iteration 38Q: 3 clusters Score -668261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -668261.625000 Penalty: 842.754028
	Iteration 39Q: 3 clusters Score -668261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -668262.875000 Penalty: 842.754028
	Iteration 40F: 3 clusters Score -668262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -668262.812500 Penalty: 842.754028
	Iteration 41Q: 3 clusters Score -668262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -668262.812500 Penalty: 842.754028
	Iteration 42F: 3 clusters Score -668262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Entering Unmasked Estep 
Score: -2873985.000000 Penalty: 485.901733
	Iteration 0F: 2 clusters Score -2873985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2845451.500000 Penalty: 971.803467
	Iteration 0F: 3 clusters Score -2845452 nChanged 21089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2858220.250000 Penalty: 971.803467
	Iteration 1F: 3 clusters Score -2858220 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2858876.500000 Penalty: 971.803467
	Iteration 2Q: 3 clusters Score -2858876 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2859672.250000 Penalty: 971.803467
	Iteration 3Q: 3 clusters Score -2859672 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2860637.250000 Penalty: 971.803467
	Iteration 4Q: 3 clusters Score -2860637 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2861748.500000 Penalty: 971.803467
	Iteration 5Q: 3 clusters Score -2861748 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2862986.000000 Penalty: 971.803467
	Iteration 6Q: 3 clusters Score -2862986 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2864326.500000 Penalty: 971.803467
	Iteration 7Q: 3 clusters Score -2864326 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2865335.750000 Penalty: 971.803467
	Iteration 8Q: 3 clusters Score -2865336 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2865882.250000 Penalty: 971.803467
	Iteration 9Q: 3 clusters Score -2865882 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2866141.500000 Penalty: 971.803467
	Iteration 10Q: 3 clusters Score -2866142 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2866356.750000 Penalty: 971.803467
	Iteration 11Q: 3 clusters Score -2866357 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2866617.000000 Penalty: 971.803467
	Iteration 12Q: 3 clusters Score -2866617 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2866969.000000 Penalty: 971.803467
	Iteration 13Q: 3 clusters Score -2866969 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2867364.250000 Penalty: 971.803467
	Iteration 14Q: 3 clusters Score -2867364 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2867816.750000 Penalty: 971.803467
	Iteration 15Q: 3 clusters Score -2867817 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2868385.000000 Penalty: 971.803467
	Iteration 16Q: 3 clusters Score -2868385 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2869074.250000 Penalty: 971.803467
	Iteration 17Q: 3 clusters Score -2869074 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2869783.250000 Penalty: 971.803467
	Iteration 18Q: 3 clusters Score -2869783 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2870485.750000 Penalty: 971.803467
	Iteration 19Q: 3 clusters Score -2870486 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2871286.250000 Penalty: 971.803467
	Iteration 20F: 3 clusters Score -2871286 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2871824.500000 Penalty: 971.803467
	Iteration 21Q: 3 clusters Score -2871824 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2872271.250000 Penalty: 971.803467
	Iteration 22Q: 3 clusters Score -2872271 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2872626.000000 Penalty: 971.803467
	Iteration 23Q: 3 clusters Score -2872626 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2872912.000000 Penalty: 971.803467
	Iteration 24Q: 3 clusters Score -2872912 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2873084.500000 Penalty: 971.803467
	Iteration 25Q: 3 clusters Score -2873084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2873239.250000 Penalty: 971.803467
	Iteration 26Q: 3 clusters Score -2873239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2873332.500000 Penalty: 971.803467
	Iteration 27Q: 3 clusters Score -2873332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2873382.750000 Penalty: 971.803467
	Iteration 28Q: 3 clusters Score -2873383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2873424.500000 Penalty: 971.803467
	Iteration 29Q: 3 clusters Score -2873424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2873445.000000 Penalty: 971.803467
	Iteration 30Q: 3 clusters Score -2873445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2873457.750000 Penalty: 971.803467
	Iteration 31Q: 3 clusters Score -2873458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2873475.000000 Penalty: 971.803467
	Iteration 32Q: 3 clusters Score -2873475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2873483.500000 Penalty: 971.803467
	Iteration 33Q: 3 clusters Score -2873484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2873480.000000 Penalty: 971.803467
	Iteration 34Q: 3 clusters Score -2873480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2873480.750000 Penalty: 971.803467
	Iteration 35Q: 3 clusters Score -2873481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2873497.500000 Penalty: 971.803467
	Iteration 36Q: 3 clusters Score -2873498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2873500.500000 Penalty: 971.803467
	Iteration 37Q: 3 clusters Score -2873500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2873508.500000 Penalty: 971.803467
	Iteration 38Q: 3 clusters Score -2873508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2873513.000000 Penalty: 971.803467
	Iteration 39Q: 3 clusters Score -2873513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2873518.000000 Penalty: 971.803467
	Iteration 40F: 3 clusters Score -2873518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2873517.250000 Penalty: 971.803467
	Iteration 41Q: 3 clusters Score -2873517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2873519.750000 Penalty: 971.803467
	Iteration 42Q: 3 clusters Score -2873520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2873522.000000 Penalty: 971.803467
	Iteration 43Q: 3 clusters Score -2873522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2873522.000000 Penalty: 971.803467
	Iteration 44F: 3 clusters Score -2873522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -118569.351562 Penalty: 342.145996
	Iteration 0F: 2 clusters Score -118569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -117162.898438 Penalty: 684.291992
	Iteration 0F: 3 clusters Score -117162.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -117621.460938 Penalty: 684.291992
	Iteration 1F: 3 clusters Score -117621.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -117706.781250 Penalty: 684.291992
	Iteration 2F: 3 clusters Score -117706.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -117759.640625 Penalty: 684.291992
	Iteration 3F: 3 clusters Score -117759.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117801.195312 Penalty: 684.291992
	Iteration 4Q: 3 clusters Score -117801.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117848.585938 Penalty: 684.291992
	Iteration 5Q: 3 clusters Score -117848.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117907.023438 Penalty: 684.291992
	Iteration 6Q: 3 clusters Score -117907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117954.882812 Penalty: 684.291992
	Iteration 7Q: 3 clusters Score -117954.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117998.632812 Penalty: 684.291992
	Iteration 8Q: 3 clusters Score -117998.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118032.664062 Penalty: 684.291992
	Iteration 9Q: 3 clusters Score -118032.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118068.984375 Penalty: 684.291992
	Iteration 10Q: 3 clusters Score -118069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118112.242188 Penalty: 684.291992
	Iteration 11Q: 3 clusters Score -118112.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118147.359375 Penalty: 684.291992
	Iteration 12Q: 3 clusters Score -118147.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -118173.132812 Penalty: 684.291992
	Iteration 13Q: 3 clusters Score -118173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -118197.710938 Penalty: 684.291992
	Iteration 14Q: 3 clusters Score -118197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -118224.937500 Penalty: 684.291992
	Iteration 15Q: 3 clusters Score -118224.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -118243.414062 Penalty: 684.291992
	Iteration 16Q: 3 clusters Score -118243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -118250.289062 Penalty: 684.291992
	Iteration 17Q: 3 clusters Score -118250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -118256.976562 Penalty: 684.291992
	Iteration 18Q: 3 clusters Score -118257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -118260.859375 Penalty: 684.291992
	Iteration 19Q: 3 clusters Score -118260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -118262.335938 Penalty: 684.291992
	Iteration 20F: 3 clusters Score -118262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -118263.445312 Penalty: 684.291992
	Iteration 21Q: 3 clusters Score -118263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -118263.617188 Penalty: 684.291992
	Iteration 22Q: 3 clusters Score -118263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -118264.218750 Penalty: 684.291992
	Iteration 23Q: 3 clusters Score -118264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -118264.218750 Penalty: 684.291992
	Iteration 24F: 3 clusters Score -118264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -288979.343750 Penalty: 382.393280
	Iteration 0F: 2 clusters Score -288979.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -285946.718750 Penalty: 764.786560
	Iteration 0F: 3 clusters Score -285946.7 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -287096.812500 Penalty: 764.786560
	Iteration 1F: 3 clusters Score -287096.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -287266.843750 Penalty: 764.786560
	Iteration 2F: 3 clusters Score -287266.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -287479.656250 Penalty: 764.786560
	Iteration 3F: 3 clusters Score -287479.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -287706.375000 Penalty: 764.786560
	Iteration 4F: 3 clusters Score -287706.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -287904.375000 Penalty: 764.786560
	Iteration 5F: 3 clusters Score -287904.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -288076.093750 Penalty: 764.786560
	Iteration 6F: 3 clusters Score -288076.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288204.062500 Penalty: 764.786560
	Iteration 7Q: 3 clusters Score -288204.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -288270.687500 Penalty: 764.786560
	Iteration 8Q: 3 clusters Score -288270.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -288313.093750 Penalty: 764.786560
	Iteration 9Q: 3 clusters Score -288313.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288343.062500 Penalty: 764.786560
	Iteration 10Q: 3 clusters Score -288343.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -288374.093750 Penalty: 764.786560
	Iteration 11Q: 3 clusters Score -288374.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -288405.843750 Penalty: 764.786560
	Iteration 12Q: 3 clusters Score -288405.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -288432.250000 Penalty: 764.786560
	Iteration 13Q: 3 clusters Score -288432.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -288458.406250 Penalty: 764.786560
	Iteration 14Q: 3 clusters Score -288458.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -288480.031250 Penalty: 764.786560
	Iteration 15Q: 3 clusters Score -288480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -288499.781250 Penalty: 764.786560
	Iteration 16Q: 3 clusters Score -288499.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -288524.281250 Penalty: 764.786560
	Iteration 17Q: 3 clusters Score -288524.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -288545.781250 Penalty: 764.786560
	Iteration 18Q: 3 clusters Score -288545.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -288560.656250 Penalty: 764.786560
	Iteration 19Q: 3 clusters Score -288560.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -288570.843750 Penalty: 764.786560
	Iteration 20F: 3 clusters Score -288570.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -288580.812500 Penalty: 764.786560
	Iteration 21Q: 3 clusters Score -288580.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -288589.312500 Penalty: 764.786560
	Iteration 22Q: 3 clusters Score -288589.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -288596.437500 Penalty: 764.786560
	Iteration 23Q: 3 clusters Score -288596.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -288602.062500 Penalty: 764.786560
	Iteration 24Q: 3 clusters Score -288602.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -288610.062500 Penalty: 764.786560
	Iteration 25Q: 3 clusters Score -288610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -288618.906250 Penalty: 764.786560
	Iteration 26Q: 3 clusters Score -288618.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -288630.593750 Penalty: 764.786560
	Iteration 27Q: 3 clusters Score -288630.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -288645.406250 Penalty: 764.786560
	Iteration 28Q: 3 clusters Score -288645.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -288661.312500 Penalty: 764.786560
	Iteration 29Q: 3 clusters Score -288661.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -288675.656250 Penalty: 764.786560
	Iteration 30Q: 3 clusters Score -288675.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -288683.812500 Penalty: 764.786560
	Iteration 31Q: 3 clusters Score -288683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -288689.906250 Penalty: 764.786560
	Iteration 32Q: 3 clusters Score -288689.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -288697.281250 Penalty: 764.786560
	Iteration 33Q: 3 clusters Score -288697.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -288703.625000 Penalty: 764.786560
	Iteration 34Q: 3 clusters Score -288703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -288706.593750 Penalty: 764.786560
	Iteration 35Q: 3 clusters Score -288706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -288707.781250 Penalty: 764.786560
	Iteration 36Q: 3 clusters Score -288707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -288707.968750 Penalty: 764.786560
	Iteration 37Q: 3 clusters Score -288708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -288707.968750 Penalty: 764.786560
	Iteration 38F: 3 clusters Score -288708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5878.686035 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5878.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5666.021973 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5666.022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5730.200195 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5754.593262 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5754.593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5756.043457 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5756.043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5761.126465 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5761.126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5768.935547 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5768.936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5774.375000 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5774.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5779.233398 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -5779.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5779.899902 Penalty: 445.021759
	Iteration 8Q: 3 clusters Score -5779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5782.282227 Penalty: 445.021759
	Iteration 9Q: 3 clusters Score -5782.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5784.454590 Penalty: 445.021759
	Iteration 10Q: 3 clusters Score -5784.455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5786.998535 Penalty: 445.021759
	Iteration 11Q: 3 clusters Score -5786.999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5788.604492 Penalty: 445.021759
	Iteration 12Q: 3 clusters Score -5788.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5791.356445 Penalty: 445.021759
	Iteration 13Q: 3 clusters Score -5791.356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5799.151855 Penalty: 445.021759
	Iteration 14Q: 3 clusters Score -5799.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5799.151855 Penalty: 445.021759
	Iteration 15F: 3 clusters Score -5799.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Entering Unmasked Estep 
Score: -2438234.250000 Penalty: 480.541168
	Iteration 0F: 2 clusters Score -2438234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2412387.250000 Penalty: 961.082336
	Iteration 0F: 3 clusters Score -2412387 nChanged 18596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2423935.000000 Penalty: 961.082336
	Iteration 1F: 3 clusters Score -2423935 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2424853.250000 Penalty: 961.082336
	Iteration 2F: 3 clusters Score -2424853 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2426064.000000 Penalty: 961.082336
	Iteration 3F: 3 clusters Score -2426064 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2427705.000000 Penalty: 961.082336
	Iteration 4F: 3 clusters Score -2427705 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2429605.500000 Penalty: 961.082336
	Iteration 5F: 3 clusters Score -2429606 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2431119.000000 Penalty: 961.082336
	Iteration 6F: 3 clusters Score -2431119 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2431873.000000 Penalty: 961.082336
	Iteration 7Q: 3 clusters Score -2431873 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2432240.000000 Penalty: 961.082336
	Iteration 8Q: 3 clusters Score -2432240 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2432496.250000 Penalty: 961.082336
	Iteration 9Q: 3 clusters Score -2432496 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2432686.500000 Penalty: 961.082336
	Iteration 10Q: 3 clusters Score -2432686 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2432873.750000 Penalty: 961.082336
	Iteration 11Q: 3 clusters Score -2432874 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2433022.500000 Penalty: 961.082336
	Iteration 12Q: 3 clusters Score -2433022 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2433157.750000 Penalty: 961.082336
	Iteration 13Q: 3 clusters Score -2433158 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2433287.500000 Penalty: 961.082336
	Iteration 14Q: 3 clusters Score -2433288 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2433401.000000 Penalty: 961.082336
	Iteration 15Q: 3 clusters Score -2433401 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2433515.250000 Penalty: 961.082336
	Iteration 16Q: 3 clusters Score -2433515 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2433624.750000 Penalty: 961.082336
	Iteration 17Q: 3 clusters Score -2433625 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2433724.000000 Penalty: 961.082336
	Iteration 18Q: 3 clusters Score -2433724 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2433824.500000 Penalty: 961.082336
	Iteration 19Q: 3 clusters Score -2433824 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2433897.750000 Penalty: 961.082336
	Iteration 20F: 3 clusters Score -2433898 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2433962.250000 Penalty: 961.082336
	Iteration 21Q: 3 clusters Score -2433962 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2434046.750000 Penalty: 961.082336
	Iteration 22Q: 3 clusters Score -2434047 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2434128.750000 Penalty: 961.082336
	Iteration 23Q: 3 clusters Score -2434129 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2434201.250000 Penalty: 961.082336
	Iteration 24Q: 3 clusters Score -2434201 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2434286.500000 Penalty: 961.082336
	Iteration 25Q: 3 clusters Score -2434286 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2434365.000000 Penalty: 961.082336
	Iteration 26Q: 3 clusters Score -2434365 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2434440.500000 Penalty: 961.082336
	Iteration 27Q: 3 clusters Score -2434440 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2434502.500000 Penalty: 961.082336
	Iteration 28Q: 3 clusters Score -2434502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2434582.000000 Penalty: 961.082336
	Iteration 29Q: 3 clusters Score -2434582 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2434689.750000 Penalty: 961.082336
	Iteration 30Q: 3 clusters Score -2434690 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2434760.250000 Penalty: 961.082336
	Iteration 31Q: 3 clusters Score -2434760 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2434828.000000 Penalty: 961.082336
	Iteration 32Q: 3 clusters Score -2434828 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2434914.500000 Penalty: 961.082336
	Iteration 33Q: 3 clusters Score -2434914 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2435006.000000 Penalty: 961.082336
	Iteration 34Q: 3 clusters Score -2435006 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2435100.000000 Penalty: 961.082336
	Iteration 35Q: 3 clusters Score -2435100 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2435192.500000 Penalty: 961.082336
	Iteration 36Q: 3 clusters Score -2435192 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2435283.000000 Penalty: 961.082336
	Iteration 37Q: 3 clusters Score -2435283 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2435379.500000 Penalty: 961.082336
	Iteration 38Q: 3 clusters Score -2435380 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2435470.000000 Penalty: 961.082336
	Iteration 39Q: 3 clusters Score -2435470 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2435534.250000 Penalty: 961.082336
	Iteration 40F: 3 clusters Score -2435534 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2435596.500000 Penalty: 961.082336
	Iteration 41Q: 3 clusters Score -2435596 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2435656.250000 Penalty: 961.082336
	Iteration 42Q: 3 clusters Score -2435656 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2435704.500000 Penalty: 961.082336
	Iteration 43Q: 3 clusters Score -2435704 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2435748.250000 Penalty: 961.082336
	Iteration 44Q: 3 clusters Score -2435748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2435794.000000 Penalty: 961.082336
	Iteration 45Q: 3 clusters Score -2435794 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2435834.000000 Penalty: 961.082336
	Iteration 46Q: 3 clusters Score -2435834 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2435879.250000 Penalty: 961.082336
	Iteration 47Q: 3 clusters Score -2435879 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2435914.000000 Penalty: 961.082336
	Iteration 48Q: 3 clusters Score -2435914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2435935.000000 Penalty: 961.082336
	Iteration 49Q: 3 clusters Score -2435935 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2435958.500000 Penalty: 961.082336
	Iteration 50Q: 3 clusters Score -2435958 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2435977.500000 Penalty: 961.082336
	Iteration 51Q: 3 clusters Score -2435978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2436009.250000 Penalty: 961.082336
	Iteration 52Q: 3 clusters Score -2436009 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2436025.750000 Penalty: 961.082336
	Iteration 53Q: 3 clusters Score -2436026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2436039.750000 Penalty: 961.082336
	Iteration 54Q: 3 clusters Score -2436040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2436059.500000 Penalty: 961.082336
	Iteration 55Q: 3 clusters Score -2436060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2436067.750000 Penalty: 961.082336
	Iteration 56Q: 3 clusters Score -2436068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2436071.000000 Penalty: 961.082336
	Iteration 57Q: 3 clusters Score -2436071 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2436071.750000 Penalty: 961.082336
	Iteration 58Q: 3 clusters Score -2436072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2436086.000000 Penalty: 961.082336
	Iteration 59Q: 3 clusters Score -2436086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2436092.000000 Penalty: 961.082336
	Iteration 60F: 3 clusters Score -2436092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2436101.250000 Penalty: 961.082336
	Iteration 61Q: 3 clusters Score -2436101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2436110.250000 Penalty: 961.082336
	Iteration 62Q: 3 clusters Score -2436110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2436117.000000 Penalty: 961.082336
	Iteration 63Q: 3 clusters Score -2436117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2436111.500000 Penalty: 961.082336
	Iteration 64Q: 3 clusters Score -2436112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2436115.250000 Penalty: 961.082336
	Iteration 65Q: 3 clusters Score -2436115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2436115.750000 Penalty: 961.082336
	Iteration 66Q: 3 clusters Score -2436116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2436118.500000 Penalty: 961.082336
	Iteration 67Q: 3 clusters Score -2436118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2436121.250000 Penalty: 961.082336
	Iteration 68Q: 3 clusters Score -2436121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2436122.500000 Penalty: 961.082336
	Iteration 69Q: 3 clusters Score -2436122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2436119.000000 Penalty: 961.082336
	Iteration 70Q: 3 clusters Score -2436119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2436122.250000 Penalty: 961.082336
	Iteration 71Q: 3 clusters Score -2436122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2436123.500000 Penalty: 961.082336
	Iteration 72Q: 3 clusters Score -2436124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2436120.500000 Penalty: 961.082336
	Iteration 73Q: 3 clusters Score -2436120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2436118.250000 Penalty: 961.082336
	Iteration 74Q: 3 clusters Score -2436118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2436116.250000 Penalty: 961.082336
	Iteration 75Q: 3 clusters Score -2436116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2436119.250000 Penalty: 961.082336
	Iteration 76Q: 3 clusters Score -2436119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2436121.000000 Penalty: 961.082336
	Iteration 77Q: 3 clusters Score -2436121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2436120.500000 Penalty: 961.082336
	Iteration 78Q: 3 clusters Score -2436120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2436118.000000 Penalty: 961.082336
	Iteration 79Q: 3 clusters Score -2436118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2436120.000000 Penalty: 961.082336
	Iteration 80F: 3 clusters Score -2436120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2436115.000000 Penalty: 961.082336
	Iteration 81Q: 3 clusters Score -2436115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2436115.750000 Penalty: 961.082336
	Iteration 82Q: 3 clusters Score -2436116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2436115.500000 Penalty: 961.082336
	Iteration 83Q: 3 clusters Score -2436116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2436115.750000 Penalty: 961.082336
	Iteration 84Q: 3 clusters Score -2436116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2436114.750000 Penalty: 961.082336
	Iteration 85Q: 3 clusters Score -2436115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2436114.750000 Penalty: 961.082336
	Iteration 86F: 3 clusters Score -2436115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -3260.409180 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -3260.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3101.248291 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3101.248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3144.256104 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -3144.256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3158.348633 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -3158.349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3168.626221 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -3168.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3168.626221 Penalty: 411.482758
	Iteration 4F: 3 clusters Score -3168.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -48929.054688 Penalty: 302.469818
	Iteration 0F: 2 clusters Score -48929.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48266.644531 Penalty: 604.939636
	Iteration 0F: 3 clusters Score -48266.64 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -48420.925781 Penalty: 604.939636
	Iteration 1F: 3 clusters Score -48420.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48443.695312 Penalty: 604.939636
	Iteration 2F: 3 clusters Score -48443.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -48456.914062 Penalty: 604.939636
	Iteration 3Q: 3 clusters Score -48456.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48467.457031 Penalty: 604.939636
	Iteration 4Q: 3 clusters Score -48467.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48480.457031 Penalty: 604.939636
	Iteration 5Q: 3 clusters Score -48480.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -48488.972656 Penalty: 604.939636
	Iteration 6Q: 3 clusters Score -48488.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48498.082031 Penalty: 604.939636
	Iteration 7Q: 3 clusters Score -48498.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48504.550781 Penalty: 604.939636
	Iteration 8Q: 3 clusters Score -48504.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48507.937500 Penalty: 604.939636
	Iteration 9Q: 3 clusters Score -48507.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48509.968750 Penalty: 604.939636
	Iteration 10Q: 3 clusters Score -48509.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48515.335938 Penalty: 604.939636
	Iteration 11Q: 3 clusters Score -48515.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48522.855469 Penalty: 604.939636
	Iteration 12Q: 3 clusters Score -48522.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48529.699219 Penalty: 604.939636
	Iteration 13Q: 3 clusters Score -48529.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48534.890625 Penalty: 604.939636
	Iteration 14Q: 3 clusters Score -48534.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48541.097656 Penalty: 604.939636
	Iteration 15Q: 3 clusters Score -48541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48550.433594 Penalty: 604.939636
	Iteration 16Q: 3 clusters Score -48550.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48560.003906 Penalty: 604.939636
	Iteration 17Q: 3 clusters Score -48560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48572.332031 Penalty: 604.939636
	Iteration 18Q: 3 clusters Score -48572.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48583.906250 Penalty: 604.939636
	Iteration 19Q: 3 clusters Score -48583.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48590.140625 Penalty: 604.939636
	Iteration 20F: 3 clusters Score -48590.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48591.628906 Penalty: 604.939636
	Iteration 21Q: 3 clusters Score -48591.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48592.878906 Penalty: 604.939636
	Iteration 22Q: 3 clusters Score -48592.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48593.386719 Penalty: 604.939636
	Iteration 23Q: 3 clusters Score -48593.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48594.804688 Penalty: 604.939636
	Iteration 24Q: 3 clusters Score -48594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48595.968750 Penalty: 604.939636
	Iteration 25Q: 3 clusters Score -48595.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48597.980469 Penalty: 604.939636
	Iteration 26Q: 3 clusters Score -48597.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48600.316406 Penalty: 604.939636
	Iteration 27Q: 3 clusters Score -48600.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48603.191406 Penalty: 604.939636
	Iteration 28Q: 3 clusters Score -48603.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48607.972656 Penalty: 604.939636
	Iteration 29Q: 3 clusters Score -48607.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48610.621094 Penalty: 604.939636
	Iteration 30Q: 3 clusters Score -48610.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48614.488281 Penalty: 604.939636
	Iteration 31Q: 3 clusters Score -48614.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48617.464844 Penalty: 604.939636
	Iteration 32Q: 3 clusters Score -48617.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48617.882812 Penalty: 604.939636
	Iteration 33Q: 3 clusters Score -48617.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48618.265625 Penalty: 604.939636
	Iteration 34Q: 3 clusters Score -48618.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48620.132812 Penalty: 604.939636
	Iteration 35Q: 3 clusters Score -48620.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48623.472656 Penalty: 604.939636
	Iteration 36Q: 3 clusters Score -48623.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48625.843750 Penalty: 604.939636
	Iteration 37Q: 3 clusters Score -48625.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48628.753906 Penalty: 604.939636
	Iteration 38Q: 3 clusters Score -48628.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48631.863281 Penalty: 604.939636
	Iteration 39Q: 3 clusters Score -48631.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -48633.148438 Penalty: 604.939636
	Iteration 40F: 3 clusters Score -48633.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48633.800781 Penalty: 604.939636
	Iteration 41Q: 3 clusters Score -48633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48633.800781 Penalty: 604.939636
	Iteration 42F: 3 clusters Score -48633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -1016452.250000 Penalty: 439.186890
	Iteration 0F: 2 clusters Score -1016452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1006102.125000 Penalty: 878.373779
	Iteration 0F: 3 clusters Score -1006102 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1011080.562500 Penalty: 878.373779
	Iteration 1F: 3 clusters Score -1011081 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1012281.000000 Penalty: 878.373779
	Iteration 2F: 3 clusters Score -1012281 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1013699.812500 Penalty: 878.373779
	Iteration 3F: 3 clusters Score -1013700 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1014857.687500 Penalty: 878.373779
	Iteration 4F: 3 clusters Score -1014858 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1015523.937500 Penalty: 878.373779
	Iteration 5Q: 3 clusters Score -1015524 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1015822.875000 Penalty: 878.373779
	Iteration 6Q: 3 clusters Score -1015823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1015934.875000 Penalty: 878.373779
	Iteration 7Q: 3 clusters Score -1015935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1015987.937500 Penalty: 878.373779
	Iteration 8Q: 3 clusters Score -1015988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1016018.125000 Penalty: 878.373779
	Iteration 9Q: 3 clusters Score -1016018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1016040.375000 Penalty: 878.373779
	Iteration 10Q: 3 clusters Score -1016040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1016053.687500 Penalty: 878.373779
	Iteration 11Q: 3 clusters Score -1016054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1016067.937500 Penalty: 878.373779
	Iteration 12Q: 3 clusters Score -1016068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1016082.000000 Penalty: 878.373779
	Iteration 13Q: 3 clusters Score -1016082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1016093.250000 Penalty: 878.373779
	Iteration 14Q: 3 clusters Score -1016093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1016102.125000 Penalty: 878.373779
	Iteration 15Q: 3 clusters Score -1016102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1016105.937500 Penalty: 878.373779
	Iteration 16Q: 3 clusters Score -1016106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1016106.750000 Penalty: 878.373779
	Iteration 17Q: 3 clusters Score -1016107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1016109.375000 Penalty: 878.373779
	Iteration 18Q: 3 clusters Score -1016109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1016109.000000 Penalty: 878.373779
	Iteration 19Q: 3 clusters Score -1016109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1016109.000000 Penalty: 878.373779
	Iteration 20F: 3 clusters Score -1016109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Entering Unmasked Estep 
Score: -4152716.750000 Penalty: 505.223541
	Iteration 0F: 2 clusters Score -4152717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4109559.000000 Penalty: 1010.447083
	Iteration 0F: 3 clusters Score -4109559 nChanged 32250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4129010.500000 Penalty: 1010.447083
	Iteration 1F: 3 clusters Score -4129010 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4129953.750000 Penalty: 1010.447083
	Iteration 2Q: 3 clusters Score -4129954 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4131290.250000 Penalty: 1010.447083
	Iteration 3Q: 3 clusters Score -4131290 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4133231.500000 Penalty: 1010.447083
	Iteration 4F: 3 clusters Score -4133232 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -4135911.750000 Penalty: 1010.447083
	Iteration 5F: 3 clusters Score -4135912 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4138867.750000 Penalty: 1010.447083
	Iteration 6F: 3 clusters Score -4138868 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4141018.750000 Penalty: 1010.447083
	Iteration 7F: 3 clusters Score -4141019 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4142205.000000 Penalty: 1010.447083
	Iteration 8Q: 3 clusters Score -4142205 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -4142744.000000 Penalty: 1010.447083
	Iteration 9Q: 3 clusters Score -4142744 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4143023.250000 Penalty: 1010.447083
	Iteration 10Q: 3 clusters Score -4143023 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4143238.250000 Penalty: 1010.447083
	Iteration 11Q: 3 clusters Score -4143238 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4143445.500000 Penalty: 1010.447083
	Iteration 12Q: 3 clusters Score -4143446 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4143716.500000 Penalty: 1010.447083
	Iteration 13Q: 3 clusters Score -4143716 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4144020.000000 Penalty: 1010.447083
	Iteration 14Q: 3 clusters Score -4144020 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4144321.500000 Penalty: 1010.447083
	Iteration 15Q: 3 clusters Score -4144322 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4144637.250000 Penalty: 1010.447083
	Iteration 16Q: 3 clusters Score -4144637 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4145002.500000 Penalty: 1010.447083
	Iteration 17Q: 3 clusters Score -4145002 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4145450.000000 Penalty: 1010.447083
	Iteration 18Q: 3 clusters Score -4145450 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4145903.750000 Penalty: 1010.447083
	Iteration 19Q: 3 clusters Score -4145904 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4146400.750000 Penalty: 1010.447083
	Iteration 20F: 3 clusters Score -4146401 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4146947.000000 Penalty: 1010.447083
	Iteration 21Q: 3 clusters Score -4146947 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4147495.000000 Penalty: 1010.447083
	Iteration 22Q: 3 clusters Score -4147495 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -4148051.750000 Penalty: 1010.447083
	Iteration 23Q: 3 clusters Score -4148052 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4148613.250000 Penalty: 1010.447083
	Iteration 24Q: 3 clusters Score -4148613 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4149229.000000 Penalty: 1010.447083
	Iteration 25Q: 3 clusters Score -4149229 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4149836.000000 Penalty: 1010.447083
	Iteration 26Q: 3 clusters Score -4149836 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4150480.750000 Penalty: 1010.447083
	Iteration 27Q: 3 clusters Score -4150481 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4150954.000000 Penalty: 1010.447083
	Iteration 28Q: 3 clusters Score -4150954 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4151350.250000 Penalty: 1010.447083
	Iteration 29Q: 3 clusters Score -4151350 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4151666.250000 Penalty: 1010.447083
	Iteration 30Q: 3 clusters Score -4151666 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4151886.000000 Penalty: 1010.447083
	Iteration 31Q: 3 clusters Score -4151886 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4152054.000000 Penalty: 1010.447083
	Iteration 32Q: 3 clusters Score -4152054 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4152158.000000 Penalty: 1010.447083
	Iteration 33Q: 3 clusters Score -4152158 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4152228.750000 Penalty: 1010.447083
	Iteration 34Q: 3 clusters Score -4152229 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4152292.500000 Penalty: 1010.447083
	Iteration 35Q: 3 clusters Score -4152292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4152331.500000 Penalty: 1010.447083
	Iteration 36Q: 3 clusters Score -4152332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4152353.250000 Penalty: 1010.447083
	Iteration 37Q: 3 clusters Score -4152353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4152362.500000 Penalty: 1010.447083
	Iteration 38Q: 3 clusters Score -4152362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4152393.000000 Penalty: 1010.447083
	Iteration 39Q: 3 clusters Score -4152393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4152401.000000 Penalty: 1010.447083
	Iteration 40F: 3 clusters Score -4152401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4152407.250000 Penalty: 1010.447083
	Iteration 41Q: 3 clusters Score -4152407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4152402.250000 Penalty: 1010.447083
	Iteration 42Q: 3 clusters Score -4152402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4152412.250000 Penalty: 1010.447083
	Iteration 43Q: 3 clusters Score -4152412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4152414.250000 Penalty: 1010.447083
	Iteration 44Q: 3 clusters Score -4152414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4152410.750000 Penalty: 1010.447083
	Iteration 45Q: 3 clusters Score -4152411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4152417.000000 Penalty: 1010.447083
	Iteration 46Q: 3 clusters Score -4152417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4152415.500000 Penalty: 1010.447083
	Iteration 47Q: 3 clusters Score -4152416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4152414.500000 Penalty: 1010.447083
	Iteration 48Q: 3 clusters Score -4152414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4152414.500000 Penalty: 1010.447083
	Iteration 49F: 3 clusters Score -4152414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -11368.572266 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -11368.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11066.414062 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -11066.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11137.500000 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -11137.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11165.496094 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -11165.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11176.630859 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -11176.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11186.205078 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -11186.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11189.664062 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -11189.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11192.990234 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -11192.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11196.423828 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -11196.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11197.724609 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -11197.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11197.724609 Penalty: 492.052612
	Iteration 9F: 3 clusters Score -11197.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Entering Unmasked Estep 
Score: -989337.562500 Penalty: 437.379395
	Iteration 0F: 2 clusters Score -989337.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -979387.750000 Penalty: 874.758789
	Iteration 0F: 3 clusters Score -979387.8 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -983573.812500 Penalty: 874.758789
	Iteration 1F: 3 clusters Score -983573.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -984006.000000 Penalty: 874.758789
	Iteration 2F: 3 clusters Score -984006 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -984568.750000 Penalty: 874.758789
	Iteration 3F: 3 clusters Score -984568.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -985337.125000 Penalty: 874.758789
	Iteration 4F: 3 clusters Score -985337.1 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -986333.937500 Penalty: 874.758789
	Iteration 5F: 3 clusters Score -986333.9 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -987013.625000 Penalty: 874.758789
	Iteration 6F: 3 clusters Score -987013.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -987360.250000 Penalty: 874.758789
	Iteration 7Q: 3 clusters Score -987360.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -987538.500000 Penalty: 874.758789
	Iteration 8Q: 3 clusters Score -987538.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -987668.937500 Penalty: 874.758789
	Iteration 9Q: 3 clusters Score -987668.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -987781.062500 Penalty: 874.758789
	Iteration 10Q: 3 clusters Score -987781.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -987867.625000 Penalty: 874.758789
	Iteration 11Q: 3 clusters Score -987867.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -987946.437500 Penalty: 874.758789
	Iteration 12Q: 3 clusters Score -987946.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -988023.500000 Penalty: 874.758789
	Iteration 13Q: 3 clusters Score -988023.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -988113.750000 Penalty: 874.758789
	Iteration 14Q: 3 clusters Score -988113.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -988202.437500 Penalty: 874.758789
	Iteration 15Q: 3 clusters Score -988202.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -988307.437500 Penalty: 874.758789
	Iteration 16Q: 3 clusters Score -988307.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -988404.187500 Penalty: 874.758789
	Iteration 17Q: 3 clusters Score -988404.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -988470.187500 Penalty: 874.758789
	Iteration 18Q: 3 clusters Score -988470.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -988521.375000 Penalty: 874.758789
	Iteration 19Q: 3 clusters Score -988521.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -988563.250000 Penalty: 874.758789
	Iteration 20F: 3 clusters Score -988563.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -988597.562500 Penalty: 874.758789
	Iteration 21Q: 3 clusters Score -988597.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -988618.937500 Penalty: 874.758789
	Iteration 22Q: 3 clusters Score -988618.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -988635.750000 Penalty: 874.758789
	Iteration 23Q: 3 clusters Score -988635.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -988652.875000 Penalty: 874.758789
	Iteration 24Q: 3 clusters Score -988652.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -988658.187500 Penalty: 874.758789
	Iteration 25Q: 3 clusters Score -988658.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -988670.000000 Penalty: 874.758789
	Iteration 26Q: 3 clusters Score -988670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -988678.375000 Penalty: 874.758789
	Iteration 27Q: 3 clusters Score -988678.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -988686.437500 Penalty: 874.758789
	Iteration 28Q: 3 clusters Score -988686.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -988689.187500 Penalty: 874.758789
	Iteration 29Q: 3 clusters Score -988689.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -988696.437500 Penalty: 874.758789
	Iteration 30Q: 3 clusters Score -988696.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -988702.125000 Penalty: 874.758789
	Iteration 31Q: 3 clusters Score -988702.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -988704.375000 Penalty: 874.758789
	Iteration 32Q: 3 clusters Score -988704.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -988708.062500 Penalty: 874.758789
	Iteration 33Q: 3 clusters Score -988708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -988711.750000 Penalty: 874.758789
	Iteration 34Q: 3 clusters Score -988711.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -988712.687500 Penalty: 874.758789
	Iteration 35Q: 3 clusters Score -988712.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -988717.562500 Penalty: 874.758789
	Iteration 36Q: 3 clusters Score -988717.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -988717.562500 Penalty: 874.758789
	Iteration 37Q: 3 clusters Score -988717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -988719.875000 Penalty: 874.758789
	Iteration 38Q: 3 clusters Score -988719.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -988724.625000 Penalty: 874.758789
	Iteration 39Q: 3 clusters Score -988724.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -988726.375000 Penalty: 874.758789
	Iteration 40F: 3 clusters Score -988726.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -988731.125000 Penalty: 874.758789
	Iteration 41Q: 3 clusters Score -988731.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -988735.437500 Penalty: 874.758789
	Iteration 42Q: 3 clusters Score -988735.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -988738.125000 Penalty: 874.758789
	Iteration 43Q: 3 clusters Score -988738.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -988742.062500 Penalty: 874.758789
	Iteration 44Q: 3 clusters Score -988742.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -988745.687500 Penalty: 874.758789
	Iteration 45Q: 3 clusters Score -988745.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -988748.312500 Penalty: 874.758789
	Iteration 46Q: 3 clusters Score -988748.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -988751.125000 Penalty: 874.758789
	Iteration 47Q: 3 clusters Score -988751.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -988755.062500 Penalty: 874.758789
	Iteration 48Q: 3 clusters Score -988755.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -988760.312500 Penalty: 874.758789
	Iteration 49Q: 3 clusters Score -988760.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -988765.375000 Penalty: 874.758789
	Iteration 50Q: 3 clusters Score -988765.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -988766.562500 Penalty: 874.758789
	Iteration 51Q: 3 clusters Score -988766.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -988772.812500 Penalty: 874.758789
	Iteration 52Q: 3 clusters Score -988772.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -988775.125000 Penalty: 874.758789
	Iteration 53Q: 3 clusters Score -988775.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -988780.750000 Penalty: 874.758789
	Iteration 54Q: 3 clusters Score -988780.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -988785.437500 Penalty: 874.758789
	Iteration 55Q: 3 clusters Score -988785.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -988790.750000 Penalty: 874.758789
	Iteration 56Q: 3 clusters Score -988790.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -988796.562500 Penalty: 874.758789
	Iteration 57Q: 3 clusters Score -988796.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -988805.375000 Penalty: 874.758789
	Iteration 58Q: 3 clusters Score -988805.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -988808.562500 Penalty: 874.758789
	Iteration 59Q: 3 clusters Score -988808.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -988817.000000 Penalty: 874.758789
	Iteration 60F: 3 clusters Score -988817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -988829.187500 Penalty: 874.758789
	Iteration 61Q: 3 clusters Score -988829.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -988833.312500 Penalty: 874.758789
	Iteration 62Q: 3 clusters Score -988833.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -988838.562500 Penalty: 874.758789
	Iteration 63Q: 3 clusters Score -988838.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -988841.687500 Penalty: 874.758789
	Iteration 64Q: 3 clusters Score -988841.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -988847.250000 Penalty: 874.758789
	Iteration 65Q: 3 clusters Score -988847.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -988850.812500 Penalty: 874.758789
	Iteration 66Q: 3 clusters Score -988850.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -988856.000000 Penalty: 874.758789
	Iteration 67Q: 3 clusters Score -988856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -988864.750000 Penalty: 874.758789
	Iteration 68Q: 3 clusters Score -988864.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -988870.687500 Penalty: 874.758789
	Iteration 69Q: 3 clusters Score -988870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -988875.375000 Penalty: 874.758789
	Iteration 70Q: 3 clusters Score -988875.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -988877.187500 Penalty: 874.758789
	Iteration 71Q: 3 clusters Score -988877.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -988879.875000 Penalty: 874.758789
	Iteration 72Q: 3 clusters Score -988879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -988879.875000 Penalty: 874.758789
	Iteration 73Q: 3 clusters Score -988879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -988880.062500 Penalty: 874.758789
	Iteration 74Q: 3 clusters Score -988880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -988878.625000 Penalty: 874.758789
	Iteration 75Q: 3 clusters Score -988878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -988879.000000 Penalty: 874.758789
	Iteration 76Q: 3 clusters Score -988879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -988879.125000 Penalty: 874.758789
	Iteration 77Q: 3 clusters Score -988879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -988878.312500 Penalty: 874.758789
	Iteration 78Q: 3 clusters Score -988878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -988880.625000 Penalty: 874.758789
	Iteration 79Q: 3 clusters Score -988880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -988880.625000 Penalty: 874.758789
	Iteration 80F: 3 clusters Score -988880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -988880.812500 Penalty: 874.758789
	Iteration 81Q: 3 clusters Score -988880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -988881.187500 Penalty: 874.758789
	Iteration 82Q: 3 clusters Score -988881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -988881.500000 Penalty: 874.758789
	Iteration 83Q: 3 clusters Score -988881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -988879.937500 Penalty: 874.758789
	Iteration 84Q: 3 clusters Score -988879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -988880.125000 Penalty: 874.758789
	Iteration 85Q: 3 clusters Score -988880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -988880.125000 Penalty: 874.758789
	Iteration 86F: 3 clusters Score -988880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Entering Unmasked Estep 
Score: -10506569.000000 Penalty: 547.312805
	Iteration 0F: 2 clusters Score -1.050657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -10399260.000000 Penalty: 1094.625610
	Iteration 0F: 3 clusters Score -1.039926e+07 nChanged 82297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -10444433.000000 Penalty: 1094.625610
	Iteration 1F: 3 clusters Score -1.044443e+07 nChanged 18481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -10439663.000000 Penalty: 1094.625610
	Iteration 2F: 3 clusters Score -1.043966e+07 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -10445615.000000 Penalty: 1094.625610
	Iteration 3F: 3 clusters Score -1.044562e+07 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -10458699.000000 Penalty: 1094.625610
	Iteration 4F: 3 clusters Score -1.04587e+07 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -10470331.000000 Penalty: 1094.625610
	Iteration 5F: 3 clusters Score -1.047033e+07 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -10471977.000000 Penalty: 1094.625610
	Iteration 6F: 3 clusters Score -1.047198e+07 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -10466300.000000 Penalty: 1094.625610
	Iteration 7F: 3 clusters Score -1.04663e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -10463928.000000 Penalty: 1094.625610
	Iteration 8F: 3 clusters Score -1.046393e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -10464576.000000 Penalty: 1094.625610
	Iteration 9Q: 3 clusters Score -1.046458e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -10467467.000000 Penalty: 1094.625610
	Iteration 10Q: 3 clusters Score -1.046747e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -10475337.000000 Penalty: 1094.625610
	Iteration 11Q: 3 clusters Score -1.047534e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -10481324.000000 Penalty: 1094.625610
	Iteration 12Q: 3 clusters Score -1.048132e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -10482554.000000 Penalty: 1094.625610
	Iteration 13Q: 3 clusters Score -1.048255e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -10478357.000000 Penalty: 1094.625610
	Iteration 14Q: 3 clusters Score -1.047836e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -10475143.000000 Penalty: 1094.625610
	Iteration 15Q: 3 clusters Score -1.047514e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -10473125.000000 Penalty: 1094.625610
	Iteration 16Q: 3 clusters Score -1.047312e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -10473063.000000 Penalty: 1094.625610
	Iteration 17Q: 3 clusters Score -1.047306e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -10474398.000000 Penalty: 1094.625610
	Iteration 18Q: 3 clusters Score -1.04744e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -10476669.000000 Penalty: 1094.625610
	Iteration 19Q: 3 clusters Score -1.047667e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10479501.000000 Penalty: 1094.625610
	Iteration 20F: 3 clusters Score -1.04795e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -10481417.000000 Penalty: 1094.625610
	Iteration 21Q: 3 clusters Score -1.048142e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -10482170.000000 Penalty: 1094.625610
	Iteration 22Q: 3 clusters Score -1.048217e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -10481044.000000 Penalty: 1094.625610
	Iteration 23Q: 3 clusters Score -1.048104e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -10479930.000000 Penalty: 1094.625610
	Iteration 24Q: 3 clusters Score -1.047993e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -10479375.000000 Penalty: 1094.625610
	Iteration 25Q: 3 clusters Score -1.047938e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -10479288.000000 Penalty: 1094.625610
	Iteration 26Q: 3 clusters Score -1.047929e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -10479509.000000 Penalty: 1094.625610
	Iteration 27Q: 3 clusters Score -1.047951e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -10480825.000000 Penalty: 1094.625610
	Iteration 28Q: 3 clusters Score -1.048082e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -10481725.000000 Penalty: 1094.625610
	Iteration 29Q: 3 clusters Score -1.048172e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -10482669.000000 Penalty: 1094.625610
	Iteration 30Q: 3 clusters Score -1.048267e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -10482768.000000 Penalty: 1094.625610
	Iteration 31Q: 3 clusters Score -1.048277e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -10482940.000000 Penalty: 1094.625610
	Iteration 32Q: 3 clusters Score -1.048294e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -10482988.000000 Penalty: 1094.625610
	Iteration 33Q: 3 clusters Score -1.048299e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -10483014.000000 Penalty: 1094.625610
	Iteration 34Q: 3 clusters Score -1.048301e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.048306e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -10483118.000000 Penalty: 1094.625610
	Iteration 36Q: 3 clusters Score -1.048312e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -10483199.000000 Penalty: 1094.625610
	Iteration 37Q: 3 clusters Score -1.04832e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -10483154.000000 Penalty: 1094.625610
	Iteration 38Q: 3 clusters Score -1.048315e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -10483190.000000 Penalty: 1094.625610
	Iteration 39Q: 3 clusters Score -1.048319e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1.048328e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.048339e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.048342e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.04835e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -10483612.000000 Penalty: 1094.625610
	Iteration 44Q: 3 clusters Score -1.048361e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -10483672.000000 Penalty: 1094.625610
	Iteration 45Q: 3 clusters Score -1.048367e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -10483769.000000 Penalty: 1094.625610
	Iteration 46Q: 3 clusters Score -1.048377e+07 nChanged 1115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -10483850.000000 Penalty: 1094.625610
	Iteration 47Q: 3 clusters Score -1.048385e+07 nChanged 1162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.048397e+07 nChanged 1243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.048404e+07 nChanged 1299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.048416e+07 nChanged 1367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.04843e+07 nChanged 1340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.048438e+07 nChanged 1411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.048436e+07 nChanged 1454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.048442e+07 nChanged 1479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.04845e+07 nChanged 1467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -10484627.000000 Penalty: 1094.625610
	Iteration 56Q: 3 clusters Score -1.048463e+07 nChanged 1548
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -10484948.000000 Penalty: 1094.625610
	Iteration 57Q: 3 clusters Score -1.048495e+07 nChanged 1568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -10485114.000000 Penalty: 1094.625610
	Iteration 58Q: 3 clusters Score -1.048511e+07 nChanged 1613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -10485331.000000 Penalty: 1094.625610
	Iteration 59Q: 3 clusters Score -1.048533e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10485513.000000 Penalty: 1094.625610
	Iteration 60F: 3 clusters Score -1.048551e+07 nChanged 1733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -10485746.000000 Penalty: 1094.625610
	Iteration 61Q: 3 clusters Score -1.048575e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -10485956.000000 Penalty: 1094.625610
	Iteration 62Q: 3 clusters Score -1.048596e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -10486319.000000 Penalty: 1094.625610
	Iteration 63Q: 3 clusters Score -1.048632e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -10486641.000000 Penalty: 1094.625610
	Iteration 64Q: 3 clusters Score -1.048664e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10486901.000000 Penalty: 1094.625610
	Iteration 65Q: 3 clusters Score -1.04869e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.048724e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.048757e+07 nChanged 2177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.048802e+07 nChanged 2280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.048848e+07 nChanged 2348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.048895e+07 nChanged 2381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.048947e+07 nChanged 2459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.048994e+07 nChanged 2424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.049057e+07 nChanged 2379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.049124e+07 nChanged 2334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.04919e+07 nChanged 2354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.049236e+07 nChanged 2181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.049282e+07 nChanged 2023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.049319e+07 nChanged 1897
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.049348e+07 nChanged 1792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -10493992.000000 Penalty: 1094.625610
	Iteration 80F: 3 clusters Score -1.049399e+07 nChanged 1684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.049426e+07 nChanged 1680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.049445e+07 nChanged 1508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.049458e+07 nChanged 1484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.049455e+07 nChanged 1302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.04946e+07 nChanged 1263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.04947e+07 nChanged 1154
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.04947e+07 nChanged 1094
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.049471e+07 nChanged 944
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.049475e+07 nChanged 913
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.049479e+07 nChanged 768
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.049479e+07 nChanged 682
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.049486e+07 nChanged 587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.049476e+07 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.049469e+07 nChanged 444
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	Iteration 95Q: 3 clusters Score -1.04947e+07 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86696 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.04947e+07 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.049469e+07 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.049466e+07 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.049462e+07 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.049467e+07 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.049464e+07 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.049471e+07 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.049471e+07 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.049467e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.049464e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -10494601.000000 Penalty: 1094.625610
	Iteration 106Q: 3 clusters Score -1.04946e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.049458e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -10494524.000000 Penalty: 1094.625610
	Iteration 108Q: 3 clusters Score -1.049452e+07 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10494512.000000 Penalty: 1094.625610
	Iteration 109Q: 3 clusters Score -1.049451e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10494517.000000 Penalty: 1094.625610
	Iteration 110Q: 3 clusters Score -1.049452e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -10494520.000000 Penalty: 1094.625610
	Iteration 111Q: 3 clusters Score -1.049452e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -10494550.000000 Penalty: 1094.625610
	Iteration 112Q: 3 clusters Score -1.049455e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -10494559.000000 Penalty: 1094.625610
	Iteration 113Q: 3 clusters Score -1.049456e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -10494554.000000 Penalty: 1094.625610
	Iteration 114Q: 3 clusters Score -1.049455e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -10494559.000000 Penalty: 1094.625610
	Iteration 115Q: 3 clusters Score -1.049456e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -10494587.000000 Penalty: 1094.625610
	Iteration 116Q: 3 clusters Score -1.049459e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -10494583.000000 Penalty: 1094.625610
	Iteration 117Q: 3 clusters Score -1.049458e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -10494575.000000 Penalty: 1094.625610
	Iteration 118Q: 3 clusters Score -1.049458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10494574.000000 Penalty: 1094.625610
	Iteration 119Q: 3 clusters Score -1.049457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -10494549.000000 Penalty: 1094.625610
	Iteration 120F: 3 clusters Score -1.049455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10494555.000000 Penalty: 1094.625610
	Iteration 121Q: 3 clusters Score -1.049456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10494535.000000 Penalty: 1094.625610
	Iteration 122Q: 3 clusters Score -1.049454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10494512.000000 Penalty: 1094.625610
	Iteration 123Q: 3 clusters Score -1.049451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10494506.000000 Penalty: 1094.625610
	Iteration 124Q: 3 clusters Score -1.049451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -10494486.000000 Penalty: 1094.625610
	Iteration 125Q: 3 clusters Score -1.049449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -10494489.000000 Penalty: 1094.625610
	Iteration 126Q: 3 clusters Score -1.049449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10494491.000000 Penalty: 1094.625610
	Iteration 127Q: 3 clusters Score -1.049449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10494492.000000 Penalty: 1094.625610
	Iteration 128Q: 3 clusters Score -1.049449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -10494497.000000 Penalty: 1094.625610
	Iteration 129Q: 3 clusters Score -1.04945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10494491.000000 Penalty: 1094.625610
	Iteration 130Q: 3 clusters Score -1.049449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10494487.000000 Penalty: 1094.625610
	Iteration 131Q: 3 clusters Score -1.049449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10494481.000000 Penalty: 1094.625610
	Iteration 132Q: 3 clusters Score -1.049448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10494481.000000 Penalty: 1094.625610
	Iteration 133F: 3 clusters Score -1.049448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Entering Unmasked Estep 
Score: -2987326.250000 Penalty: 488.654205
	Iteration 0F: 2 clusters Score -2987326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2956523.250000 Penalty: 977.308411
	Iteration 0F: 3 clusters Score -2956523 nChanged 22156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2970594.750000 Penalty: 977.308411
	Iteration 1F: 3 clusters Score -2970595 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2971764.500000 Penalty: 977.308411
	Iteration 2F: 3 clusters Score -2971764 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2973577.250000 Penalty: 977.308411
	Iteration 3F: 3 clusters Score -2973577 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2976077.000000 Penalty: 977.308411
	Iteration 4F: 3 clusters Score -2976077 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2978397.250000 Penalty: 977.308411
	Iteration 5F: 3 clusters Score -2978397 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2979746.500000 Penalty: 977.308411
	Iteration 6Q: 3 clusters Score -2979746 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2980339.250000 Penalty: 977.308411
	Iteration 7Q: 3 clusters Score -2980339 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2980631.000000 Penalty: 977.308411
	Iteration 8Q: 3 clusters Score -2980631 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2980866.250000 Penalty: 977.308411
	Iteration 9Q: 3 clusters Score -2980866 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2981102.000000 Penalty: 977.308411
	Iteration 10Q: 3 clusters Score -2981102 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2981367.750000 Penalty: 977.308411
	Iteration 11Q: 3 clusters Score -2981368 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2981678.250000 Penalty: 977.308411
	Iteration 12Q: 3 clusters Score -2981678 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2982018.250000 Penalty: 977.308411
	Iteration 13Q: 3 clusters Score -2982018 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2982350.750000 Penalty: 977.308411
	Iteration 14Q: 3 clusters Score -2982351 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2982797.000000 Penalty: 977.308411
	Iteration 15Q: 3 clusters Score -2982797 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2983423.250000 Penalty: 977.308411
	Iteration 16Q: 3 clusters Score -2983423 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2983932.750000 Penalty: 977.308411
	Iteration 17Q: 3 clusters Score -2983933 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2984391.500000 Penalty: 977.308411
	Iteration 18Q: 3 clusters Score -2984392 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2984782.000000 Penalty: 977.308411
	Iteration 19Q: 3 clusters Score -2984782 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2985086.500000 Penalty: 977.308411
	Iteration 20F: 3 clusters Score -2985086 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2985353.250000 Penalty: 977.308411
	Iteration 21Q: 3 clusters Score -2985353 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2985555.000000 Penalty: 977.308411
	Iteration 22Q: 3 clusters Score -2985555 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2985688.750000 Penalty: 977.308411
	Iteration 23Q: 3 clusters Score -2985689 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2985876.250000 Penalty: 977.308411
	Iteration 24Q: 3 clusters Score -2985876 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2986040.250000 Penalty: 977.308411
	Iteration 25Q: 3 clusters Score -2986040 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2986215.250000 Penalty: 977.308411
	Iteration 26Q: 3 clusters Score -2986215 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2986372.000000 Penalty: 977.308411
	Iteration 27Q: 3 clusters Score -2986372 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2986488.000000 Penalty: 977.308411
	Iteration 28Q: 3 clusters Score -2986488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2986580.500000 Penalty: 977.308411
	Iteration 29Q: 3 clusters Score -2986580 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2986658.000000 Penalty: 977.308411
	Iteration 30Q: 3 clusters Score -2986658 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2986708.750000 Penalty: 977.308411
	Iteration 31Q: 3 clusters Score -2986709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2986734.000000 Penalty: 977.308411
	Iteration 32Q: 3 clusters Score -2986734 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2986764.500000 Penalty: 977.308411
	Iteration 33Q: 3 clusters Score -2986764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2986790.000000 Penalty: 977.308411
	Iteration 34Q: 3 clusters Score -2986790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2986828.500000 Penalty: 977.308411
	Iteration 35Q: 3 clusters Score -2986828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2986845.500000 Penalty: 977.308411
	Iteration 36Q: 3 clusters Score -2986846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2986859.750000 Penalty: 977.308411
	Iteration 37Q: 3 clusters Score -2986860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2986864.750000 Penalty: 977.308411
	Iteration 38Q: 3 clusters Score -2986865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2986876.500000 Penalty: 977.308411
	Iteration 39Q: 3 clusters Score -2986876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2986889.250000 Penalty: 977.308411
	Iteration 40F: 3 clusters Score -2986889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2986909.750000 Penalty: 977.308411
	Iteration 41Q: 3 clusters Score -2986910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2986923.000000 Penalty: 977.308411
	Iteration 42Q: 3 clusters Score -2986923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2986932.500000 Penalty: 977.308411
	Iteration 43Q: 3 clusters Score -2986932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2986941.000000 Penalty: 977.308411
	Iteration 44Q: 3 clusters Score -2986941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2986947.250000 Penalty: 977.308411
	Iteration 45Q: 3 clusters Score -2986947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2986951.500000 Penalty: 977.308411
	Iteration 46Q: 3 clusters Score -2986952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2986950.250000 Penalty: 977.308411
	Iteration 47Q: 3 clusters Score -2986950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2986956.750000 Penalty: 977.308411
	Iteration 48Q: 3 clusters Score -2986957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2986954.250000 Penalty: 977.308411
	Iteration 49Q: 3 clusters Score -2986954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2986958.500000 Penalty: 977.308411
	Iteration 50Q: 3 clusters Score -2986958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2986964.000000 Penalty: 977.308411
	Iteration 51Q: 3 clusters Score -2986964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2986970.250000 Penalty: 977.308411
	Iteration 52Q: 3 clusters Score -2986970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2986974.500000 Penalty: 977.308411
	Iteration 53Q: 3 clusters Score -2986974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2986974.750000 Penalty: 977.308411
	Iteration 54Q: 3 clusters Score -2986975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2986979.250000 Penalty: 977.308411
	Iteration 55Q: 3 clusters Score -2986979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2986982.500000 Penalty: 977.308411
	Iteration 56Q: 3 clusters Score -2986982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2986986.500000 Penalty: 977.308411
	Iteration 57Q: 3 clusters Score -2986986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2986987.000000 Penalty: 977.308411
	Iteration 58Q: 3 clusters Score -2986987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2986984.000000 Penalty: 977.308411
	Iteration 59Q: 3 clusters Score -2986984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2986986.250000 Penalty: 977.308411
	Iteration 60F: 3 clusters Score -2986986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2986988.750000 Penalty: 977.308411
	Iteration 61Q: 3 clusters Score -2986989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2986989.000000 Penalty: 977.308411
	Iteration 62Q: 3 clusters Score -2986989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2986989.750000 Penalty: 977.308411
	Iteration 63Q: 3 clusters Score -2986990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2986991.500000 Penalty: 977.308411
	Iteration 64Q: 3 clusters Score -2986992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2986993.250000 Penalty: 977.308411
	Iteration 65Q: 3 clusters Score -2986993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2986996.000000 Penalty: 977.308411
	Iteration 66Q: 3 clusters Score -2986996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2987001.000000 Penalty: 977.308411
	Iteration 67Q: 3 clusters Score -2987001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2987000.250000 Penalty: 977.308411
	Iteration 68Q: 3 clusters Score -2987000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2986999.750000 Penalty: 977.308411
	Iteration 69Q: 3 clusters Score -2987000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2987000.750000 Penalty: 977.308411
	Iteration 70Q: 3 clusters Score -2987001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2987002.750000 Penalty: 977.308411
	Iteration 71Q: 3 clusters Score -2987003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2987001.000000 Penalty: 977.308411
	Iteration 72Q: 3 clusters Score -2987001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2986999.500000 Penalty: 977.308411
	Iteration 73Q: 3 clusters Score -2987000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2986997.500000 Penalty: 977.308411
	Iteration 74Q: 3 clusters Score -2986998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2986997.000000 Penalty: 977.308411
	Iteration 75Q: 3 clusters Score -2986997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2987001.000000 Penalty: 977.308411
	Iteration 76Q: 3 clusters Score -2987001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2987001.250000 Penalty: 977.308411
	Iteration 77Q: 3 clusters Score -2987001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2987002.000000 Penalty: 977.308411
	Iteration 78Q: 3 clusters Score -2987002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2987004.000000 Penalty: 977.308411
	Iteration 79Q: 3 clusters Score -2987004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2987003.250000 Penalty: 977.308411
	Iteration 80F: 3 clusters Score -2987003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2987002.250000 Penalty: 977.308411
	Iteration 81Q: 3 clusters Score -2987002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2987000.000000 Penalty: 977.308411
	Iteration 82Q: 3 clusters Score -2987000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2986996.250000 Penalty: 977.308411
	Iteration 83Q: 3 clusters Score -2986996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2986999.500000 Penalty: 977.308411
	Iteration 84Q: 3 clusters Score -2987000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2987000.000000 Penalty: 977.308411
	Iteration 85Q: 3 clusters Score -2987000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2987003.250000 Penalty: 977.308411
	Iteration 86Q: 3 clusters Score -2987003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2987004.250000 Penalty: 977.308411
	Iteration 87Q: 3 clusters Score -2987004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2987005.250000 Penalty: 977.308411
	Iteration 88Q: 3 clusters Score -2987005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2987005.250000 Penalty: 977.308411
	Iteration 89F: 3 clusters Score -2987005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Entering Unmasked Estep 
Score: -2813006.250000 Penalty: 487.059967
	Iteration 0F: 2 clusters Score -2813006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2783964.500000 Penalty: 974.119934
	Iteration 0F: 3 clusters Score -2783964 nChanged 21506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2797030.250000 Penalty: 974.119934
	Iteration 1F: 3 clusters Score -2797030 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2798389.000000 Penalty: 974.119934
	Iteration 2F: 3 clusters Score -2798389 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2800405.250000 Penalty: 974.119934
	Iteration 3F: 3 clusters Score -2800405 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2803158.750000 Penalty: 974.119934
	Iteration 4F: 3 clusters Score -2803159 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2805654.000000 Penalty: 974.119934
	Iteration 5F: 3 clusters Score -2805654 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2806839.750000 Penalty: 974.119934
	Iteration 6F: 3 clusters Score -2806840 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2807323.750000 Penalty: 974.119934
	Iteration 7Q: 3 clusters Score -2807324 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2807624.750000 Penalty: 974.119934
	Iteration 8Q: 3 clusters Score -2807625 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2807919.000000 Penalty: 974.119934
	Iteration 9Q: 3 clusters Score -2807919 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2808216.500000 Penalty: 974.119934
	Iteration 10Q: 3 clusters Score -2808216 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2808515.750000 Penalty: 974.119934
	Iteration 11Q: 3 clusters Score -2808516 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2808810.500000 Penalty: 974.119934
	Iteration 12Q: 3 clusters Score -2808810 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2809142.750000 Penalty: 974.119934
	Iteration 13Q: 3 clusters Score -2809143 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2809455.250000 Penalty: 974.119934
	Iteration 14Q: 3 clusters Score -2809455 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2809747.250000 Penalty: 974.119934
	Iteration 15Q: 3 clusters Score -2809747 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2810088.000000 Penalty: 974.119934
	Iteration 16Q: 3 clusters Score -2810088 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2810463.000000 Penalty: 974.119934
	Iteration 17Q: 3 clusters Score -2810463 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2810766.750000 Penalty: 974.119934
	Iteration 18Q: 3 clusters Score -2810767 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2811038.500000 Penalty: 974.119934
	Iteration 19Q: 3 clusters Score -2811038 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2811313.750000 Penalty: 974.119934
	Iteration 20F: 3 clusters Score -2811314 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2811573.250000 Penalty: 974.119934
	Iteration 21Q: 3 clusters Score -2811573 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -2811837.250000 Penalty: 974.119934
	Iteration 22Q: 3 clusters Score -2811837 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2812054.000000 Penalty: 974.119934
	Iteration 23Q: 3 clusters Score -2812054 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -2812263.750000 Penalty: 974.119934
	Iteration 24Q: 3 clusters Score -2812264 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -2812453.500000 Penalty: 974.119934
	Iteration 25Q: 3 clusters Score -2812454 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2812580.750000 Penalty: 974.119934
	Iteration 26Q: 3 clusters Score -2812581 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -2812678.500000 Penalty: 974.119934
	Iteration 27Q: 3 clusters Score -2812678 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -2812733.750000 Penalty: 974.119934
	Iteration 28Q: 3 clusters Score -2812734 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -2812802.500000 Penalty: 974.119934
	Iteration 29Q: 3 clusters Score -2812802 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -2812868.000000 Penalty: 974.119934
	Iteration 30Q: 3 clusters Score -2812868 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -2812919.500000 Penalty: 974.119934
	Iteration 31Q: 3 clusters Score -2812920 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -2812949.750000 Penalty: 974.119934
	Iteration 32Q: 3 clusters Score -2812950 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -2812983.750000 Penalty: 974.119934
	Iteration 33Q: 3 clusters Score -2812984 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -2813017.500000 Penalty: 974.119934
	Iteration 34Q: 3 clusters Score -2813018 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -2813061.250000 Penalty: 974.119934
	Iteration 35Q: 3 clusters Score -2813061 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -2813102.750000 Penalty: 974.119934
	Iteration 36Q: 3 clusters Score -2813103 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -2813122.000000 Penalty: 974.119934
	Iteration 37Q: 3 clusters Score -2813122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -2813152.250000 Penalty: 974.119934
	Iteration 38Q: 3 clusters Score -2813152 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -2813169.750000 Penalty: 974.119934
	Iteration 39Q: 3 clusters Score -2813170 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -2813211.250000 Penalty: 974.119934
	Iteration 40F: 3 clusters Score -2813211 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -2813234.250000 Penalty: 974.119934
	Iteration 41Q: 3 clusters Score -2813234 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -2813266.000000 Penalty: 974.119934
	Iteration 42Q: 3 clusters Score -2813266 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -2813277.500000 Penalty: 974.119934
	Iteration 43Q: 3 clusters Score -2813278 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -2813286.250000 Penalty: 974.119934
	Iteration 44Q: 3 clusters Score -2813286 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -2813282.500000 Penalty: 974.119934
	Iteration 45Q: 3 clusters Score -2813282 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -2813260.750000 Penalty: 974.119934
	Iteration 46Q: 3 clusters Score -2813261 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -2813258.250000 Penalty: 974.119934
	Iteration 47Q: 3 clusters Score -2813258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -2813253.000000 Penalty: 974.119934
	Iteration 48Q: 3 clusters Score -2813253 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -2813245.750000 Penalty: 974.119934
	Iteration 49Q: 3 clusters Score -2813246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -2813253.750000 Penalty: 974.119934
	Iteration 50Q: 3 clusters Score -2813254 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -2813202.250000 Penalty: 974.119934
	Iteration 51Q: 3 clusters Score -2813202 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -2813112.250000 Penalty: 974.119934
	Iteration 52Q: 3 clusters Score -2813112 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -2813086.000000 Penalty: 974.119934
	Iteration 53Q: 3 clusters Score -2813086 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -2813039.250000 Penalty: 974.119934
	Iteration 54Q: 3 clusters Score -2813039 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -2813024.000000 Penalty: 974.119934
	Iteration 55Q: 3 clusters Score -2813024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -2812995.000000 Penalty: 974.119934
	Iteration 56Q: 3 clusters Score -2812995 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -2812979.000000 Penalty: 974.119934
	Iteration 57Q: 3 clusters Score -2812979 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -2812986.000000 Penalty: 974.119934
	Iteration 58Q: 3 clusters Score -2812986 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -2812981.000000 Penalty: 974.119934
	Iteration 59Q: 3 clusters Score -2812981 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -2812940.750000 Penalty: 974.119934
	Iteration 60F: 3 clusters Score -2812941 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -2812944.250000 Penalty: 974.119934
	Iteration 61Q: 3 clusters Score -2812944 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -2812926.500000 Penalty: 974.119934
	Iteration 62Q: 3 clusters Score -2812926 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -2812909.250000 Penalty: 974.119934
	Iteration 63Q: 3 clusters Score -2812909 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -2812915.500000 Penalty: 974.119934
	Iteration 64Q: 3 clusters Score -2812916 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -2812903.750000 Penalty: 974.119934
	Iteration 65Q: 3 clusters Score -2812904 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -2812909.500000 Penalty: 974.119934
	Iteration 66Q: 3 clusters Score -2812910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -2812890.250000 Penalty: 974.119934
	Iteration 67Q: 3 clusters Score -2812890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -2812884.000000 Penalty: 974.119934
	Iteration 68Q: 3 clusters Score -2812884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -2812869.250000 Penalty: 974.119934
	Iteration 69Q: 3 clusters Score -2812869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -2812839.250000 Penalty: 974.119934
	Iteration 70Q: 3 clusters Score -2812839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -2812842.000000 Penalty: 974.119934
	Iteration 71Q: 3 clusters Score -2812842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -2812845.750000 Penalty: 974.119934
	Iteration 72Q: 3 clusters Score -2812846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -2812841.250000 Penalty: 974.119934
	Iteration 73Q: 3 clusters Score -2812841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -2812825.000000 Penalty: 974.119934
	Iteration 74Q: 3 clusters Score -2812825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -2812813.500000 Penalty: 974.119934
	Iteration 75Q: 3 clusters Score -2812814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -2812807.000000 Penalty: 974.119934
	Iteration 76Q: 3 clusters Score -2812807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -2812799.000000 Penalty: 974.119934
	Iteration 77Q: 3 clusters Score -2812799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -2812804.000000 Penalty: 974.119934
	Iteration 78Q: 3 clusters Score -2812804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -2812795.750000 Penalty: 974.119934
	Iteration 79Q: 3 clusters Score -2812796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -2812796.250000 Penalty: 974.119934
	Iteration 80F: 3 clusters Score -2812796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -2812784.250000 Penalty: 974.119934
	Iteration 81Q: 3 clusters Score -2812784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -2812781.500000 Penalty: 974.119934
	Iteration 82Q: 3 clusters Score -2812782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -2812783.250000 Penalty: 974.119934
	Iteration 83Q: 3 clusters Score -2812783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -2812778.500000 Penalty: 974.119934
	Iteration 84Q: 3 clusters Score -2812778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -2812776.500000 Penalty: 974.119934
	Iteration 85Q: 3 clusters Score -2812776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -2812769.250000 Penalty: 974.119934
	Iteration 86Q: 3 clusters Score -2812769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -2812774.250000 Penalty: 974.119934
	Iteration 87Q: 3 clusters Score -2812774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -2812776.000000 Penalty: 974.119934
	Iteration 88Q: 3 clusters Score -2812776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -2812772.250000 Penalty: 974.119934
	Iteration 89Q: 3 clusters Score -2812772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -2812774.000000 Penalty: 974.119934
	Iteration 90Q: 3 clusters Score -2812774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -2812775.250000 Penalty: 974.119934
	Iteration 91Q: 3 clusters Score -2812775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -2812776.750000 Penalty: 974.119934
	Iteration 92Q: 3 clusters Score -2812777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -2812774.250000 Penalty: 974.119934
	Iteration 93Q: 3 clusters Score -2812774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -2812778.000000 Penalty: 974.119934
	Iteration 94Q: 3 clusters Score -2812778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -2812772.250000 Penalty: 974.119934
	Iteration 95Q: 3 clusters Score -2812772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -2812766.000000 Penalty: 974.119934
	Iteration 96Q: 3 clusters Score -2812766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -2812764.000000 Penalty: 974.119934
	Iteration 97Q: 3 clusters Score -2812764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -2812758.500000 Penalty: 974.119934
	Iteration 98Q: 3 clusters Score -2812758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -2812762.750000 Penalty: 974.119934
	Iteration 99Q: 3 clusters Score -2812763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -2812765.250000 Penalty: 974.119934
	Iteration 100F: 3 clusters Score -2812765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -2812768.000000 Penalty: 974.119934
	Iteration 101Q: 3 clusters Score -2812768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -2812769.250000 Penalty: 974.119934
	Iteration 102Q: 3 clusters Score -2812769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -2812766.000000 Penalty: 974.119934
	Iteration 103Q: 3 clusters Score -2812766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -2812770.500000 Penalty: 974.119934
	Iteration 104Q: 3 clusters Score -2812770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -2812765.750000 Penalty: 974.119934
	Iteration 105Q: 3 clusters Score -2812766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -2812765.750000 Penalty: 974.119934
	Iteration 106F: 3 clusters Score -2812766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -274595.000000 Penalty: 383.669159
	Iteration 0F: 2 clusters Score -274595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -271460.187500 Penalty: 767.338318
	Iteration 0F: 3 clusters Score -271460.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -272579.218750 Penalty: 767.338318
	Iteration 1F: 3 clusters Score -272579.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -272720.343750 Penalty: 767.338318
	Iteration 2F: 3 clusters Score -272720.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -272889.281250 Penalty: 767.338318
	Iteration 3F: 3 clusters Score -272889.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -273102.062500 Penalty: 767.338318
	Iteration 4F: 3 clusters Score -273102.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -273326.500000 Penalty: 767.338318
	Iteration 5F: 3 clusters Score -273326.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -273562.625000 Penalty: 767.338318
	Iteration 6F: 3 clusters Score -273562.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -273752.562500 Penalty: 767.338318
	Iteration 7Q: 3 clusters Score -273752.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -273882.906250 Penalty: 767.338318
	Iteration 8Q: 3 clusters Score -273882.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -273980.843750 Penalty: 767.338318
	Iteration 9Q: 3 clusters Score -273980.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -274046.031250 Penalty: 767.338318
	Iteration 10Q: 3 clusters Score -274046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -274103.812500 Penalty: 767.338318
	Iteration 11Q: 3 clusters Score -274103.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -274152.750000 Penalty: 767.338318
	Iteration 12Q: 3 clusters Score -274152.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -274185.125000 Penalty: 767.338318
	Iteration 13Q: 3 clusters Score -274185.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -274206.250000 Penalty: 767.338318
	Iteration 14Q: 3 clusters Score -274206.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -274218.375000 Penalty: 767.338318
	Iteration 15Q: 3 clusters Score -274218.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -274224.875000 Penalty: 767.338318
	Iteration 16Q: 3 clusters Score -274224.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -274228.218750 Penalty: 767.338318
	Iteration 17Q: 3 clusters Score -274228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -274229.875000 Penalty: 767.338318
	Iteration 18Q: 3 clusters Score -274229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -274230.687500 Penalty: 767.338318
	Iteration 19Q: 3 clusters Score -274230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -274231.781250 Penalty: 767.338318
	Iteration 20F: 3 clusters Score -274231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -274233.437500 Penalty: 767.338318
	Iteration 21Q: 3 clusters Score -274233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -274235.875000 Penalty: 767.338318
	Iteration 22Q: 3 clusters Score -274235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -274236.187500 Penalty: 767.338318
	Iteration 23Q: 3 clusters Score -274236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -274237.218750 Penalty: 767.338318
	Iteration 24Q: 3 clusters Score -274237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -274241.281250 Penalty: 767.338318
	Iteration 25Q: 3 clusters Score -274241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -274243.906250 Penalty: 767.338318
	Iteration 26Q: 3 clusters Score -274243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -274247.031250 Penalty: 767.338318
	Iteration 27Q: 3 clusters Score -274247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -274248.062500 Penalty: 767.338318
	Iteration 28Q: 3 clusters Score -274248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -274250.656250 Penalty: 767.338318
	Iteration 29Q: 3 clusters Score -274250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -274252.187500 Penalty: 767.338318
	Iteration 30Q: 3 clusters Score -274252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -274253.968750 Penalty: 767.338318
	Iteration 31Q: 3 clusters Score -274254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -274257.218750 Penalty: 767.338318
	Iteration 32Q: 3 clusters Score -274257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -274260.718750 Penalty: 767.338318
	Iteration 33Q: 3 clusters Score -274260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -274263.812500 Penalty: 767.338318
	Iteration 34Q: 3 clusters Score -274263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -274265.468750 Penalty: 767.338318
	Iteration 35Q: 3 clusters Score -274265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -274267.125000 Penalty: 767.338318
	Iteration 36Q: 3 clusters Score -274267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -274268.812500 Penalty: 767.338318
	Iteration 37Q: 3 clusters Score -274268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -274272.843750 Penalty: 767.338318
	Iteration 38Q: 3 clusters Score -274272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -274275.812500 Penalty: 767.338318
	Iteration 39Q: 3 clusters Score -274275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -274275.750000 Penalty: 767.338318
	Iteration 40F: 3 clusters Score -274275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -274276.500000 Penalty: 767.338318
	Iteration 41Q: 3 clusters Score -274276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -274276.500000 Penalty: 767.338318
	Iteration 42F: 3 clusters Score -274276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (70554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Entering Unmasked Estep 
Score: -4268109.000000 Penalty: 507.968109
	Iteration 0F: 2 clusters Score -4268109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4221641.500000 Penalty: 1015.936218
	Iteration 0F: 3 clusters Score -4221642 nChanged 34309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4244413.500000 Penalty: 1015.936218
	Iteration 1F: 3 clusters Score -4244414 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -4247066.000000 Penalty: 1015.936218
	Iteration 2F: 3 clusters Score -4247066 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4251085.500000 Penalty: 1015.936218
	Iteration 3F: 3 clusters Score -4251086 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4256142.000000 Penalty: 1015.936218
	Iteration 4F: 3 clusters Score -4256142 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4260808.000000 Penalty: 1015.936218
	Iteration 5F: 3 clusters Score -4260808 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4264094.000000 Penalty: 1015.936218
	Iteration 6Q: 3 clusters Score -4264094 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4265794.500000 Penalty: 1015.936218
	Iteration 7Q: 3 clusters Score -4265794 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4266662.000000 Penalty: 1015.936218
	Iteration 8Q: 3 clusters Score -4266662 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4267117.000000 Penalty: 1015.936218
	Iteration 9Q: 3 clusters Score -4267117 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4267326.000000 Penalty: 1015.936218
	Iteration 10Q: 3 clusters Score -4267326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4267466.500000 Penalty: 1015.936218
	Iteration 11Q: 3 clusters Score -4267466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4267531.500000 Penalty: 1015.936218
	Iteration 12Q: 3 clusters Score -4267532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4267571.000000 Penalty: 1015.936218
	Iteration 13Q: 3 clusters Score -4267571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4267595.000000 Penalty: 1015.936218
	Iteration 14Q: 3 clusters Score -4267595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4267614.000000 Penalty: 1015.936218
	Iteration 15Q: 3 clusters Score -4267614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4267628.000000 Penalty: 1015.936218
	Iteration 16Q: 3 clusters Score -4267628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4267643.000000 Penalty: 1015.936218
	Iteration 17Q: 3 clusters Score -4267643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4267647.000000 Penalty: 1015.936218
	Iteration 18Q: 3 clusters Score -4267647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4267656.500000 Penalty: 1015.936218
	Iteration 19Q: 3 clusters Score -4267656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4267661.500000 Penalty: 1015.936218
	Iteration 20F: 3 clusters Score -4267662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4267665.500000 Penalty: 1015.936218
	Iteration 21Q: 3 clusters Score -4267666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4267665.000000 Penalty: 1015.936218
	Iteration 22Q: 3 clusters Score -4267665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4267665.000000 Penalty: 1015.936218
	Iteration 23F: 3 clusters Score -4267665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -17056.757812 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -17056.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16711.628906 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16711.63 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16777.853516 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16777.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16808.566406 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16808.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16824.820312 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16824.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16840.306641 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16840.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16855.027344 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16855.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16866.189453 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16866.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16872.341797 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16872.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16874.572266 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16874.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16875.898438 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16877.298828 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16877.298828 Penalty: 510.127991
	Iteration 11F: 3 clusters Score -16877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -30126.404297 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -30126.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29620.677734 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -29620.68 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29792.230469 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -29792.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29844.351562 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -29844.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29870.757812 Penalty: 579.816711
	Iteration 3Q: 3 clusters Score -29870.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29898.136719 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -29898.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29921.474609 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -29921.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29933.658203 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -29933.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29939.484375 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -29939.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29942.023438 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -29942.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29942.666016 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -29942.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29943.283203 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -29943.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29944.333984 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -29944.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29946.546875 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -29946.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -29947.453125 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -29947.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -29947.453125 Penalty: 579.816711
	Iteration 14F: 3 clusters Score -29947.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Entering Unmasked Estep 
Score: -2589248.250000 Penalty: 481.319275
	Iteration 0F: 2 clusters Score -2589248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2564237.500000 Penalty: 962.638550
	Iteration 0F: 3 clusters Score -2564238 nChanged 18824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2575394.000000 Penalty: 962.638550
	Iteration 1F: 3 clusters Score -2575394 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2576074.000000 Penalty: 962.638550
	Iteration 2Q: 3 clusters Score -2576074 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2577107.250000 Penalty: 962.638550
	Iteration 3F: 3 clusters Score -2577107 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -2578855.000000 Penalty: 962.638550
	Iteration 4F: 3 clusters Score -2578855 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -2581490.500000 Penalty: 962.638550
	Iteration 5F: 3 clusters Score -2581490 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -2584203.250000 Penalty: 962.638550
	Iteration 6F: 3 clusters Score -2584203 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -2586065.000000 Penalty: 962.638550
	Iteration 7F: 3 clusters Score -2586065 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -2587082.750000 Penalty: 962.638550
	Iteration 8Q: 3 clusters Score -2587083 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -2587698.750000 Penalty: 962.638550
	Iteration 9Q: 3 clusters Score -2587699 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -2588061.000000 Penalty: 962.638550
	Iteration 10Q: 3 clusters Score -2588061 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -2588356.250000 Penalty: 962.638550
	Iteration 11Q: 3 clusters Score -2588356 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -2588596.750000 Penalty: 962.638550
	Iteration 12Q: 3 clusters Score -2588597 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -2588722.250000 Penalty: 962.638550
	Iteration 13Q: 3 clusters Score -2588722 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -2588810.000000 Penalty: 962.638550
	Iteration 14Q: 3 clusters Score -2588810 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -2588848.750000 Penalty: 962.638550
	Iteration 15Q: 3 clusters Score -2588849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -2588849.250000 Penalty: 962.638550
	Iteration 16Q: 3 clusters Score -2588849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -2588871.250000 Penalty: 962.638550
	Iteration 17Q: 3 clusters Score -2588871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -2588881.750000 Penalty: 962.638550
	Iteration 18Q: 3 clusters Score -2588882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -2588887.250000 Penalty: 962.638550
	Iteration 19Q: 3 clusters Score -2588887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -2588888.500000 Penalty: 962.638550
	Iteration 20F: 3 clusters Score -2588888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -2588895.000000 Penalty: 962.638550
	Iteration 21Q: 3 clusters Score -2588895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -2588897.500000 Penalty: 962.638550
	Iteration 22Q: 3 clusters Score -2588898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -2588901.500000 Penalty: 962.638550
	Iteration 23Q: 3 clusters Score -2588902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -2588901.750000 Penalty: 962.638550
	Iteration 24Q: 3 clusters Score -2588902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -2588902.000000 Penalty: 962.638550
	Iteration 25Q: 3 clusters Score -2588902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -2588903.000000 Penalty: 962.638550
	Iteration 26Q: 3 clusters Score -2588903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -2588903.000000 Penalty: 962.638550
	Iteration 27F: 3 clusters Score -2588903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -91867.742188 Penalty: 330.257751
	Iteration 0F: 2 clusters Score -91867.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90810.343750 Penalty: 660.515503
	Iteration 0F: 3 clusters Score -90810.34 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -91144.156250 Penalty: 660.515503
	Iteration 1F: 3 clusters Score -91144.16 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91223.445312 Penalty: 660.515503
	Iteration 2F: 3 clusters Score -91223.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91293.648438 Penalty: 660.515503
	Iteration 3F: 3 clusters Score -91293.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91338.484375 Penalty: 660.515503
	Iteration 4F: 3 clusters Score -91338.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91380.390625 Penalty: 660.515503
	Iteration 5Q: 3 clusters Score -91380.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91425.929688 Penalty: 660.515503
	Iteration 6Q: 3 clusters Score -91425.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91461.148438 Penalty: 660.515503
	Iteration 7Q: 3 clusters Score -91461.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91489.046875 Penalty: 660.515503
	Iteration 8Q: 3 clusters Score -91489.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91508.156250 Penalty: 660.515503
	Iteration 9Q: 3 clusters Score -91508.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91522.914062 Penalty: 660.515503
	Iteration 10Q: 3 clusters Score -91522.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -91543.710938 Penalty: 660.515503
	Iteration 11Q: 3 clusters Score -91543.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91555.890625 Penalty: 660.515503
	Iteration 12Q: 3 clusters Score -91555.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -91566.101562 Penalty: 660.515503
	Iteration 13Q: 3 clusters Score -91566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -91574.601562 Penalty: 660.515503
	Iteration 14Q: 3 clusters Score -91574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -91582.828125 Penalty: 660.515503
	Iteration 15Q: 3 clusters Score -91582.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -91593.210938 Penalty: 660.515503
	Iteration 16Q: 3 clusters Score -91593.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -91601.242188 Penalty: 660.515503
	Iteration 17Q: 3 clusters Score -91601.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -91604.937500 Penalty: 660.515503
	Iteration 18Q: 3 clusters Score -91604.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -91607.531250 Penalty: 660.515503
	Iteration 19Q: 3 clusters Score -91607.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -91608.296875 Penalty: 660.515503
	Iteration 20F: 3 clusters Score -91608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -91609.859375 Penalty: 660.515503
	Iteration 21Q: 3 clusters Score -91609.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -91609.859375 Penalty: 660.515503
	Iteration 22F: 3 clusters Score -91609.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -188286.671875 Penalty: 368.805206
	Iteration 0F: 2 clusters Score -188286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -185959.000000 Penalty: 737.610413
	Iteration 0F: 3 clusters Score -185959 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -186854.703125 Penalty: 737.610413
	Iteration 1F: 3 clusters Score -186854.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -187034.984375 Penalty: 737.610413
	Iteration 2F: 3 clusters Score -187035 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -187195.625000 Penalty: 737.610413
	Iteration 3F: 3 clusters Score -187195.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -187365.265625 Penalty: 737.610413
	Iteration 4F: 3 clusters Score -187365.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -187489.781250 Penalty: 737.610413
	Iteration 5F: 3 clusters Score -187489.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -187561.531250 Penalty: 737.610413
	Iteration 6Q: 3 clusters Score -187561.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -187611.890625 Penalty: 737.610413
	Iteration 7Q: 3 clusters Score -187611.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -187642.406250 Penalty: 737.610413
	Iteration 8Q: 3 clusters Score -187642.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -187660.312500 Penalty: 737.610413
	Iteration 9Q: 3 clusters Score -187660.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -187671.843750 Penalty: 737.610413
	Iteration 10Q: 3 clusters Score -187671.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -187681.593750 Penalty: 737.610413
	Iteration 11Q: 3 clusters Score -187681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -187690.656250 Penalty: 737.610413
	Iteration 12Q: 3 clusters Score -187690.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -187693.718750 Penalty: 737.610413
	Iteration 13Q: 3 clusters Score -187693.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -187695.921875 Penalty: 737.610413
	Iteration 14Q: 3 clusters Score -187695.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -187699.562500 Penalty: 737.610413
	Iteration 15Q: 3 clusters Score -187699.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -187701.921875 Penalty: 737.610413
	Iteration 16Q: 3 clusters Score -187701.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -187706.265625 Penalty: 737.610413
	Iteration 17Q: 3 clusters Score -187706.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -187710.593750 Penalty: 737.610413
	Iteration 18Q: 3 clusters Score -187710.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -187716.375000 Penalty: 737.610413
	Iteration 19Q: 3 clusters Score -187716.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -187720.859375 Penalty: 737.610413
	Iteration 20F: 3 clusters Score -187720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -187722.843750 Penalty: 737.610413
	Iteration 21Q: 3 clusters Score -187722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -187724.390625 Penalty: 737.610413
	Iteration 22Q: 3 clusters Score -187724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -187727.468750 Penalty: 737.610413
	Iteration 23Q: 3 clusters Score -187727.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -187729.453125 Penalty: 737.610413
	Iteration 24Q: 3 clusters Score -187729.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -187731.734375 Penalty: 737.610413
	Iteration 25Q: 3 clusters Score -187731.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -187734.421875 Penalty: 737.610413
	Iteration 26Q: 3 clusters Score -187734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -187736.140625 Penalty: 737.610413
	Iteration 27Q: 3 clusters Score -187736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -187738.015625 Penalty: 737.610413
	Iteration 28Q: 3 clusters Score -187738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -187738.984375 Penalty: 737.610413
	Iteration 29Q: 3 clusters Score -187739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -187739.765625 Penalty: 737.610413
	Iteration 30Q: 3 clusters Score -187739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -187741.484375 Penalty: 737.610413
	Iteration 31Q: 3 clusters Score -187741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -187742.890625 Penalty: 737.610413
	Iteration 32Q: 3 clusters Score -187742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -187744.703125 Penalty: 737.610413
	Iteration 33Q: 3 clusters Score -187744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -187746.343750 Penalty: 737.610413
	Iteration 34Q: 3 clusters Score -187746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -187748.609375 Penalty: 737.610413
	Iteration 35Q: 3 clusters Score -187748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -187752.937500 Penalty: 737.610413
	Iteration 36Q: 3 clusters Score -187752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -187756.515625 Penalty: 737.610413
	Iteration 37Q: 3 clusters Score -187756.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -187765.734375 Penalty: 737.610413
	Iteration 38Q: 3 clusters Score -187765.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -187777.984375 Penalty: 737.610413
	Iteration 39Q: 3 clusters Score -187778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -187786.593750 Penalty: 737.610413
	Iteration 40F: 3 clusters Score -187786.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -187792.515625 Penalty: 737.610413
	Iteration 41Q: 3 clusters Score -187792.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -187794.515625 Penalty: 737.610413
	Iteration 42Q: 3 clusters Score -187794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -187796.343750 Penalty: 737.610413
	Iteration 43Q: 3 clusters Score -187796.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -187798.296875 Penalty: 737.610413
	Iteration 44Q: 3 clusters Score -187798.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -187799.531250 Penalty: 737.610413
	Iteration 45Q: 3 clusters Score -187799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -187800.328125 Penalty: 737.610413
	Iteration 46Q: 3 clusters Score -187800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -187800.531250 Penalty: 737.610413
	Iteration 47Q: 3 clusters Score -187800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -187800.453125 Penalty: 737.610413
	Iteration 48Q: 3 clusters Score -187800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -187801.359375 Penalty: 737.610413
	Iteration 49Q: 3 clusters Score -187801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -187802.218750 Penalty: 737.610413
	Iteration 50Q: 3 clusters Score -187802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -187802.468750 Penalty: 737.610413
	Iteration 51Q: 3 clusters Score -187802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -187803.031250 Penalty: 737.610413
	Iteration 52Q: 3 clusters Score -187803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -187803.890625 Penalty: 737.610413
	Iteration 53Q: 3 clusters Score -187803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -187804.406250 Penalty: 737.610413
	Iteration 54Q: 3 clusters Score -187804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -187804.593750 Penalty: 737.610413
	Iteration 55Q: 3 clusters Score -187804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -187804.781250 Penalty: 737.610413
	Iteration 56Q: 3 clusters Score -187804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -187804.781250 Penalty: 737.610413
	Iteration 57F: 3 clusters Score -187804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -287806.000000 Penalty: 383.351013
	Iteration 0F: 2 clusters Score -287806 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 2295 members 
Entering Unmasked Estep 
Score: -284778.875000 Penalty: 766.702026
	Iteration 0F: 3 clusters Score -284778.9 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -286153.718750 Penalty: 766.702026
	Iteration 1F: 3 clusters Score -286153.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -286458.468750 Penalty: 766.702026
	Iteration 2F: 3 clusters Score -286458.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -286765.625000 Penalty: 766.702026
	Iteration 3F: 3 clusters Score -286765.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -286984.687500 Penalty: 766.702026
	Iteration 4F: 3 clusters Score -286984.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -287081.875000 Penalty: 766.702026
	Iteration 5Q: 3 clusters Score -287081.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -287153.093750 Penalty: 766.702026
	Iteration 6Q: 3 clusters Score -287153.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -287212.406250 Penalty: 766.702026
	Iteration 7Q: 3 clusters Score -287212.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -287256.937500 Penalty: 766.702026
	Iteration 8Q: 3 clusters Score -287256.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -287295.437500 Penalty: 766.702026
	Iteration 9Q: 3 clusters Score -287295.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -287322.718750 Penalty: 766.702026
	Iteration 10Q: 3 clusters Score -287322.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -287343.687500 Penalty: 766.702026
	Iteration 11Q: 3 clusters Score -287343.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -287365.281250 Penalty: 766.702026
	Iteration 12Q: 3 clusters Score -287365.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -287377.687500 Penalty: 766.702026
	Iteration 13Q: 3 clusters Score -287377.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -287387.000000 Penalty: 766.702026
	Iteration 14Q: 3 clusters Score -287387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -287398.593750 Penalty: 766.702026
	Iteration 15Q: 3 clusters Score -287398.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -287409.375000 Penalty: 766.702026
	Iteration 16Q: 3 clusters Score -287409.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -287420.687500 Penalty: 766.702026
	Iteration 17Q: 3 clusters Score -287420.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -287426.843750 Penalty: 766.702026
	Iteration 18Q: 3 clusters Score -287426.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -287431.656250 Penalty: 766.702026
	Iteration 19Q: 3 clusters Score -287431.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -287435.687500 Penalty: 766.702026
	Iteration 20F: 3 clusters Score -287435.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -287440.468750 Penalty: 766.702026
	Iteration 21Q: 3 clusters Score -287440.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -287444.968750 Penalty: 766.702026
	Iteration 22Q: 3 clusters Score -287445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -287447.843750 Penalty: 766.702026
	Iteration 23Q: 3 clusters Score -287447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -287448.937500 Penalty: 766.702026
	Iteration 24Q: 3 clusters Score -287448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -287450.750000 Penalty: 766.702026
	Iteration 25Q: 3 clusters Score -287450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -287454.000000 Penalty: 766.702026
	Iteration 26Q: 3 clusters Score -287454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -287459.718750 Penalty: 766.702026
	Iteration 27Q: 3 clusters Score -287459.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -287464.625000 Penalty: 766.702026
	Iteration 28Q: 3 clusters Score -287464.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -287469.343750 Penalty: 766.702026
	Iteration 29Q: 3 clusters Score -287469.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -287475.156250 Penalty: 766.702026
	Iteration 30Q: 3 clusters Score -287475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -287478.687500 Penalty: 766.702026
	Iteration 31Q: 3 clusters Score -287478.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -287481.531250 Penalty: 766.702026
	Iteration 32Q: 3 clusters Score -287481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -287487.250000 Penalty: 766.702026
	Iteration 33Q: 3 clusters Score -287487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -287490.875000 Penalty: 766.702026
	Iteration 34Q: 3 clusters Score -287490.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -287494.875000 Penalty: 766.702026
	Iteration 35Q: 3 clusters Score -287494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -287497.343750 Penalty: 766.702026
	Iteration 36Q: 3 clusters Score -287497.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -287498.062500 Penalty: 766.702026
	Iteration 37Q: 3 clusters Score -287498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -287498.187500 Penalty: 766.702026
	Iteration 38Q: 3 clusters Score -287498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -287499.843750 Penalty: 766.702026
	Iteration 39Q: 3 clusters Score -287499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -287500.062500 Penalty: 766.702026
	Iteration 40F: 3 clusters Score -287500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -287500.500000 Penalty: 766.702026
	Iteration 41Q: 3 clusters Score -287500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -287501.000000 Penalty: 766.702026
	Iteration 42Q: 3 clusters Score -287501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -287501.343750 Penalty: 766.702026
	Iteration 43Q: 3 clusters Score -287501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -287501.343750 Penalty: 766.702026
	Iteration 44F: 3 clusters Score -287501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Entering Unmasked Estep 
Score: -2249136.000000 Penalty: 477.189636
	Iteration 0F: 2 clusters Score -2249136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2224998.500000 Penalty: 954.379272
	Iteration 0F: 3 clusters Score -2224998 nChanged 17383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2235882.250000 Penalty: 954.379272
	Iteration 1F: 3 clusters Score -2235882 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2236748.750000 Penalty: 954.379272
	Iteration 2F: 3 clusters Score -2236749 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2237913.000000 Penalty: 954.379272
	Iteration 3F: 3 clusters Score -2237913 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2239415.750000 Penalty: 954.379272
	Iteration 4F: 3 clusters Score -2239416 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2241020.000000 Penalty: 954.379272
	Iteration 5F: 3 clusters Score -2241020 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2242092.250000 Penalty: 954.379272
	Iteration 6F: 3 clusters Score -2242092 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2242589.250000 Penalty: 954.379272
	Iteration 7Q: 3 clusters Score -2242589 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2242839.750000 Penalty: 954.379272
	Iteration 8Q: 3 clusters Score -2242840 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2243046.500000 Penalty: 954.379272
	Iteration 9Q: 3 clusters Score -2243046 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2243241.250000 Penalty: 954.379272
	Iteration 10Q: 3 clusters Score -2243241 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2243478.250000 Penalty: 954.379272
	Iteration 11Q: 3 clusters Score -2243478 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2243738.250000 Penalty: 954.379272
	Iteration 12Q: 3 clusters Score -2243738 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2244053.750000 Penalty: 954.379272
	Iteration 13Q: 3 clusters Score -2244054 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2244419.000000 Penalty: 954.379272
	Iteration 14Q: 3 clusters Score -2244419 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2244810.250000 Penalty: 954.379272
	Iteration 15Q: 3 clusters Score -2244810 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2245262.250000 Penalty: 954.379272
	Iteration 16Q: 3 clusters Score -2245262 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2245711.500000 Penalty: 954.379272
	Iteration 17Q: 3 clusters Score -2245712 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2246155.000000 Penalty: 954.379272
	Iteration 18Q: 3 clusters Score -2246155 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2246574.000000 Penalty: 954.379272
	Iteration 19Q: 3 clusters Score -2246574 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2246928.500000 Penalty: 954.379272
	Iteration 20F: 3 clusters Score -2246928 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2247210.500000 Penalty: 954.379272
	Iteration 21Q: 3 clusters Score -2247210 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2247428.500000 Penalty: 954.379272
	Iteration 22Q: 3 clusters Score -2247428 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2247602.500000 Penalty: 954.379272
	Iteration 23Q: 3 clusters Score -2247602 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2247751.750000 Penalty: 954.379272
	Iteration 24Q: 3 clusters Score -2247752 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2247855.250000 Penalty: 954.379272
	Iteration 25Q: 3 clusters Score -2247855 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2247938.500000 Penalty: 954.379272
	Iteration 26Q: 3 clusters Score -2247938 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2248021.500000 Penalty: 954.379272
	Iteration 27Q: 3 clusters Score -2248022 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2248097.250000 Penalty: 954.379272
	Iteration 28Q: 3 clusters Score -2248097 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2248159.500000 Penalty: 954.379272
	Iteration 29Q: 3 clusters Score -2248160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2248210.500000 Penalty: 954.379272
	Iteration 30Q: 3 clusters Score -2248210 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2248265.250000 Penalty: 954.379272
	Iteration 31Q: 3 clusters Score -2248265 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2248286.250000 Penalty: 954.379272
	Iteration 32Q: 3 clusters Score -2248286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2248329.000000 Penalty: 954.379272
	Iteration 33Q: 3 clusters Score -2248329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2248357.500000 Penalty: 954.379272
	Iteration 34Q: 3 clusters Score -2248358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2248379.750000 Penalty: 954.379272
	Iteration 35Q: 3 clusters Score -2248380 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2248408.750000 Penalty: 954.379272
	Iteration 36Q: 3 clusters Score -2248409 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2248437.750000 Penalty: 954.379272
	Iteration 37Q: 3 clusters Score -2248438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2248460.000000 Penalty: 954.379272
	Iteration 38Q: 3 clusters Score -2248460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2248483.000000 Penalty: 954.379272
	Iteration 39Q: 3 clusters Score -2248483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2248514.750000 Penalty: 954.379272
	Iteration 40F: 3 clusters Score -2248515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2248528.000000 Penalty: 954.379272
	Iteration 41Q: 3 clusters Score -2248528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2248550.750000 Penalty: 954.379272
	Iteration 42Q: 3 clusters Score -2248551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2248572.750000 Penalty: 954.379272
	Iteration 43Q: 3 clusters Score -2248573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2248589.250000 Penalty: 954.379272
	Iteration 44Q: 3 clusters Score -2248589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2248598.500000 Penalty: 954.379272
	Iteration 45Q: 3 clusters Score -2248598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2248601.250000 Penalty: 954.379272
	Iteration 46Q: 3 clusters Score -2248601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2248605.500000 Penalty: 954.379272
	Iteration 47Q: 3 clusters Score -2248606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2248611.250000 Penalty: 954.379272
	Iteration 48Q: 3 clusters Score -2248611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2248616.500000 Penalty: 954.379272
	Iteration 49Q: 3 clusters Score -2248616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2248626.750000 Penalty: 954.379272
	Iteration 50Q: 3 clusters Score -2248627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2248639.750000 Penalty: 954.379272
	Iteration 51Q: 3 clusters Score -2248640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2248642.500000 Penalty: 954.379272
	Iteration 52Q: 3 clusters Score -2248642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2248648.500000 Penalty: 954.379272
	Iteration 53Q: 3 clusters Score -2248648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2248659.250000 Penalty: 954.379272
	Iteration 54Q: 3 clusters Score -2248659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2248669.500000 Penalty: 954.379272
	Iteration 55Q: 3 clusters Score -2248670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2248681.500000 Penalty: 954.379272
	Iteration 56Q: 3 clusters Score -2248682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2248684.000000 Penalty: 954.379272
	Iteration 57Q: 3 clusters Score -2248684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2248689.500000 Penalty: 954.379272
	Iteration 58Q: 3 clusters Score -2248690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2248688.750000 Penalty: 954.379272
	Iteration 59Q: 3 clusters Score -2248689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2248694.000000 Penalty: 954.379272
	Iteration 60F: 3 clusters Score -2248694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2248697.500000 Penalty: 954.379272
	Iteration 61Q: 3 clusters Score -2248698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2248701.750000 Penalty: 954.379272
	Iteration 62Q: 3 clusters Score -2248702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2248707.750000 Penalty: 954.379272
	Iteration 63Q: 3 clusters Score -2248708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2248707.000000 Penalty: 954.379272
	Iteration 64Q: 3 clusters Score -2248707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2248708.750000 Penalty: 954.379272
	Iteration 65Q: 3 clusters Score -2248709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2248709.500000 Penalty: 954.379272
	Iteration 66Q: 3 clusters Score -2248710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2248713.000000 Penalty: 954.379272
	Iteration 67Q: 3 clusters Score -2248713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2248715.250000 Penalty: 954.379272
	Iteration 68Q: 3 clusters Score -2248715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2248719.500000 Penalty: 954.379272
	Iteration 69Q: 3 clusters Score -2248720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2248726.250000 Penalty: 954.379272
	Iteration 70Q: 3 clusters Score -2248726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2248730.500000 Penalty: 954.379272
	Iteration 71Q: 3 clusters Score -2248730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2248734.000000 Penalty: 954.379272
	Iteration 72Q: 3 clusters Score -2248734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2248740.250000 Penalty: 954.379272
	Iteration 73Q: 3 clusters Score -2248740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2248743.000000 Penalty: 954.379272
	Iteration 74Q: 3 clusters Score -2248743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2248748.000000 Penalty: 954.379272
	Iteration 75Q: 3 clusters Score -2248748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2248750.000000 Penalty: 954.379272
	Iteration 76Q: 3 clusters Score -2248750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2248752.000000 Penalty: 954.379272
	Iteration 77Q: 3 clusters Score -2248752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2248757.750000 Penalty: 954.379272
	Iteration 78Q: 3 clusters Score -2248758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2248761.500000 Penalty: 954.379272
	Iteration 79Q: 3 clusters Score -2248762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2248767.250000 Penalty: 954.379272
	Iteration 80F: 3 clusters Score -2248767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2248772.000000 Penalty: 954.379272
	Iteration 81Q: 3 clusters Score -2248772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2248767.250000 Penalty: 954.379272
	Iteration 82Q: 3 clusters Score -2248767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2248768.500000 Penalty: 954.379272
	Iteration 83Q: 3 clusters Score -2248768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2248765.000000 Penalty: 954.379272
	Iteration 84Q: 3 clusters Score -2248765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2248764.250000 Penalty: 954.379272
	Iteration 85Q: 3 clusters Score -2248764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2248762.000000 Penalty: 954.379272
	Iteration 86Q: 3 clusters Score -2248762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2248765.750000 Penalty: 954.379272
	Iteration 87Q: 3 clusters Score -2248766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2248768.000000 Penalty: 954.379272
	Iteration 88Q: 3 clusters Score -2248768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2248766.250000 Penalty: 954.379272
	Iteration 89Q: 3 clusters Score -2248766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2248766.250000 Penalty: 954.379272
	Iteration 90Q: 3 clusters Score -2248766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2248767.000000 Penalty: 954.379272
	Iteration 91Q: 3 clusters Score -2248767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2248767.000000 Penalty: 954.379272
	Iteration 92F: 3 clusters Score -2248767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -98995.320312 Penalty: 338.633423
	Iteration 0F: 2 clusters Score -98995.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -97731.984375 Penalty: 677.266846
	Iteration 0F: 3 clusters Score -97731.98 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98131.117188 Penalty: 677.266846
	Iteration 1F: 3 clusters Score -98131.12 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98189.117188 Penalty: 677.266846
	Iteration 2F: 3 clusters Score -98189.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98260.226562 Penalty: 677.266846
	Iteration 3F: 3 clusters Score -98260.23 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -98339.359375 Penalty: 677.266846
	Iteration 4F: 3 clusters Score -98339.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98411.953125 Penalty: 677.266846
	Iteration 5Q: 3 clusters Score -98411.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98465.593750 Penalty: 677.266846
	Iteration 6Q: 3 clusters Score -98465.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98510.757812 Penalty: 677.266846
	Iteration 7Q: 3 clusters Score -98510.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98541.242188 Penalty: 677.266846
	Iteration 8Q: 3 clusters Score -98541.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98563.507812 Penalty: 677.266846
	Iteration 9Q: 3 clusters Score -98563.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98585.281250 Penalty: 677.266846
	Iteration 10Q: 3 clusters Score -98585.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98609.726562 Penalty: 677.266846
	Iteration 11Q: 3 clusters Score -98609.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98624.960938 Penalty: 677.266846
	Iteration 12Q: 3 clusters Score -98624.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98635.234375 Penalty: 677.266846
	Iteration 13Q: 3 clusters Score -98635.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98645.289062 Penalty: 677.266846
	Iteration 14Q: 3 clusters Score -98645.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98654.250000 Penalty: 677.266846
	Iteration 15Q: 3 clusters Score -98654.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98662.562500 Penalty: 677.266846
	Iteration 16Q: 3 clusters Score -98662.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98680.500000 Penalty: 677.266846
	Iteration 17Q: 3 clusters Score -98680.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98693.945312 Penalty: 677.266846
	Iteration 18Q: 3 clusters Score -98693.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98710.914062 Penalty: 677.266846
	Iteration 19Q: 3 clusters Score -98710.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98715.156250 Penalty: 677.266846
	Iteration 20F: 3 clusters Score -98715.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98719.585938 Penalty: 677.266846
	Iteration 21Q: 3 clusters Score -98719.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98722.718750 Penalty: 677.266846
	Iteration 22Q: 3 clusters Score -98722.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98724.625000 Penalty: 677.266846
	Iteration 23Q: 3 clusters Score -98724.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98727.195312 Penalty: 677.266846
	Iteration 24Q: 3 clusters Score -98727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98728.398438 Penalty: 677.266846
	Iteration 25Q: 3 clusters Score -98728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98729.617188 Penalty: 677.266846
	Iteration 26Q: 3 clusters Score -98729.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98729.820312 Penalty: 677.266846
	Iteration 27Q: 3 clusters Score -98729.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98729.820312 Penalty: 677.266846
	Iteration 28F: 3 clusters Score -98729.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -87899.320312 Penalty: 332.110016
	Iteration 0F: 2 clusters Score -87899.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -86750.640625 Penalty: 664.220032
	Iteration 0F: 3 clusters Score -86750.64 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -87208.539062 Penalty: 664.220032
	Iteration 1F: 3 clusters Score -87208.54 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -87277.601562 Penalty: 664.220032
	Iteration 2F: 3 clusters Score -87277.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -87323.843750 Penalty: 664.220032
	Iteration 3F: 3 clusters Score -87323.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -87355.773438 Penalty: 664.220032
	Iteration 4Q: 3 clusters Score -87355.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87380.890625 Penalty: 664.220032
	Iteration 5Q: 3 clusters Score -87380.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -87415.390625 Penalty: 664.220032
	Iteration 6Q: 3 clusters Score -87415.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -87436.726562 Penalty: 664.220032
	Iteration 7Q: 3 clusters Score -87436.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -87453.945312 Penalty: 664.220032
	Iteration 8Q: 3 clusters Score -87453.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -87470.773438 Penalty: 664.220032
	Iteration 9Q: 3 clusters Score -87470.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87489.656250 Penalty: 664.220032
	Iteration 10Q: 3 clusters Score -87489.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87506.085938 Penalty: 664.220032
	Iteration 11Q: 3 clusters Score -87506.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -87517.359375 Penalty: 664.220032
	Iteration 12Q: 3 clusters Score -87517.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87519.992188 Penalty: 664.220032
	Iteration 13Q: 3 clusters Score -87519.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87521.867188 Penalty: 664.220032
	Iteration 14Q: 3 clusters Score -87521.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87522.515625 Penalty: 664.220032
	Iteration 15Q: 3 clusters Score -87522.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87523.710938 Penalty: 664.220032
	Iteration 16Q: 3 clusters Score -87523.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87527.429688 Penalty: 664.220032
	Iteration 17Q: 3 clusters Score -87527.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87529.820312 Penalty: 664.220032
	Iteration 18Q: 3 clusters Score -87529.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87531.609375 Penalty: 664.220032
	Iteration 19Q: 3 clusters Score -87531.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87536.000000 Penalty: 664.220032
	Iteration 20F: 3 clusters Score -87536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87540.609375 Penalty: 664.220032
	Iteration 21Q: 3 clusters Score -87540.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -87541.640625 Penalty: 664.220032
	Iteration 22Q: 3 clusters Score -87541.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87542.562500 Penalty: 664.220032
	Iteration 23Q: 3 clusters Score -87542.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87545.093750 Penalty: 664.220032
	Iteration 24Q: 3 clusters Score -87545.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -87545.937500 Penalty: 664.220032
	Iteration 25Q: 3 clusters Score -87545.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -87546.375000 Penalty: 664.220032
	Iteration 26Q: 3 clusters Score -87546.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -87546.468750 Penalty: 664.220032
	Iteration 27Q: 3 clusters Score -87546.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -87546.468750 Penalty: 664.220032
	Iteration 28F: 3 clusters Score -87546.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -155888.984375 Penalty: 359.613647
	Iteration 0F: 2 clusters Score -155889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -154011.406250 Penalty: 719.227295
	Iteration 0F: 3 clusters Score -154011.4 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -154707.843750 Penalty: 719.227295
	Iteration 1F: 3 clusters Score -154707.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -154848.781250 Penalty: 719.227295
	Iteration 2F: 3 clusters Score -154848.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -154952.140625 Penalty: 719.227295
	Iteration 3F: 3 clusters Score -154952.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -155033.515625 Penalty: 719.227295
	Iteration 4F: 3 clusters Score -155033.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155078.703125 Penalty: 719.227295
	Iteration 5Q: 3 clusters Score -155078.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155124.312500 Penalty: 719.227295
	Iteration 6Q: 3 clusters Score -155124.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -155177.859375 Penalty: 719.227295
	Iteration 7Q: 3 clusters Score -155177.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -155224.718750 Penalty: 719.227295
	Iteration 8Q: 3 clusters Score -155224.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155265.859375 Penalty: 719.227295
	Iteration 9Q: 3 clusters Score -155265.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155296.812500 Penalty: 719.227295
	Iteration 10Q: 3 clusters Score -155296.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155317.421875 Penalty: 719.227295
	Iteration 11Q: 3 clusters Score -155317.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155336.265625 Penalty: 719.227295
	Iteration 12Q: 3 clusters Score -155336.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155360.500000 Penalty: 719.227295
	Iteration 13Q: 3 clusters Score -155360.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155378.968750 Penalty: 719.227295
	Iteration 14Q: 3 clusters Score -155379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -155395.609375 Penalty: 719.227295
	Iteration 15Q: 3 clusters Score -155395.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -155405.906250 Penalty: 719.227295
	Iteration 16Q: 3 clusters Score -155405.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155414.953125 Penalty: 719.227295
	Iteration 17Q: 3 clusters Score -155415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -155429.281250 Penalty: 719.227295
	Iteration 18Q: 3 clusters Score -155429.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -155442.703125 Penalty: 719.227295
	Iteration 19Q: 3 clusters Score -155442.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -155461.250000 Penalty: 719.227295
	Iteration 20F: 3 clusters Score -155461.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -155474.765625 Penalty: 719.227295
	Iteration 21Q: 3 clusters Score -155474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -155482.093750 Penalty: 719.227295
	Iteration 22Q: 3 clusters Score -155482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -155487.546875 Penalty: 719.227295
	Iteration 23Q: 3 clusters Score -155487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -155493.859375 Penalty: 719.227295
	Iteration 24Q: 3 clusters Score -155493.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -155497.515625 Penalty: 719.227295
	Iteration 25Q: 3 clusters Score -155497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -155499.921875 Penalty: 719.227295
	Iteration 26Q: 3 clusters Score -155499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -155502.781250 Penalty: 719.227295
	Iteration 27Q: 3 clusters Score -155502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -155506.687500 Penalty: 719.227295
	Iteration 28Q: 3 clusters Score -155506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -155512.250000 Penalty: 719.227295
	Iteration 29Q: 3 clusters Score -155512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -155519.218750 Penalty: 719.227295
	Iteration 30Q: 3 clusters Score -155519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -155522.125000 Penalty: 719.227295
	Iteration 31Q: 3 clusters Score -155522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -155528.234375 Penalty: 719.227295
	Iteration 32Q: 3 clusters Score -155528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -155532.203125 Penalty: 719.227295
	Iteration 33Q: 3 clusters Score -155532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -155533.968750 Penalty: 719.227295
	Iteration 34Q: 3 clusters Score -155534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -155536.984375 Penalty: 719.227295
	Iteration 35Q: 3 clusters Score -155537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -155542.140625 Penalty: 719.227295
	Iteration 36Q: 3 clusters Score -155542.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -155546.437500 Penalty: 719.227295
	Iteration 37Q: 3 clusters Score -155546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -155551.937500 Penalty: 719.227295
	Iteration 38Q: 3 clusters Score -155551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -155555.281250 Penalty: 719.227295
	Iteration 39Q: 3 clusters Score -155555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -155559.375000 Penalty: 719.227295
	Iteration 40F: 3 clusters Score -155559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -155565.406250 Penalty: 719.227295
	Iteration 41Q: 3 clusters Score -155565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -155570.375000 Penalty: 719.227295
	Iteration 42Q: 3 clusters Score -155570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -155573.640625 Penalty: 719.227295
	Iteration 43Q: 3 clusters Score -155573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -155574.890625 Penalty: 719.227295
	Iteration 44Q: 3 clusters Score -155574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -155576.218750 Penalty: 719.227295
	Iteration 45Q: 3 clusters Score -155576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -155577.531250 Penalty: 719.227295
	Iteration 46Q: 3 clusters Score -155577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -155578.406250 Penalty: 719.227295
	Iteration 47Q: 3 clusters Score -155578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -155581.156250 Penalty: 719.227295
	Iteration 48Q: 3 clusters Score -155581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -155583.578125 Penalty: 719.227295
	Iteration 49Q: 3 clusters Score -155583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -155585.000000 Penalty: 719.227295
	Iteration 50Q: 3 clusters Score -155585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -155585.375000 Penalty: 719.227295
	Iteration 51Q: 3 clusters Score -155585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -155585.375000 Penalty: 719.227295
	Iteration 52F: 3 clusters Score -155585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -139976.656250 Penalty: 349.447998
	Iteration 0F: 2 clusters Score -139976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -138422.562500 Penalty: 698.895996
	Iteration 0F: 3 clusters Score -138422.6 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -138956.109375 Penalty: 698.895996
	Iteration 1F: 3 clusters Score -138956.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -139061.781250 Penalty: 698.895996
	Iteration 2F: 3 clusters Score -139061.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -139136.718750 Penalty: 698.895996
	Iteration 3F: 3 clusters Score -139136.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -139196.921875 Penalty: 698.895996
	Iteration 4Q: 3 clusters Score -139196.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139257.890625 Penalty: 698.895996
	Iteration 5Q: 3 clusters Score -139257.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139312.515625 Penalty: 698.895996
	Iteration 6Q: 3 clusters Score -139312.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139350.218750 Penalty: 698.895996
	Iteration 7Q: 3 clusters Score -139350.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -139375.687500 Penalty: 698.895996
	Iteration 8Q: 3 clusters Score -139375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -139399.625000 Penalty: 698.895996
	Iteration 9Q: 3 clusters Score -139399.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139430.718750 Penalty: 698.895996
	Iteration 10Q: 3 clusters Score -139430.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -139463.640625 Penalty: 698.895996
	Iteration 11Q: 3 clusters Score -139463.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -139509.437500 Penalty: 698.895996
	Iteration 12Q: 3 clusters Score -139509.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -139558.359375 Penalty: 698.895996
	Iteration 13Q: 3 clusters Score -139558.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -139611.812500 Penalty: 698.895996
	Iteration 14Q: 3 clusters Score -139611.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -139645.296875 Penalty: 698.895996
	Iteration 15Q: 3 clusters Score -139645.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -139666.546875 Penalty: 698.895996
	Iteration 16Q: 3 clusters Score -139666.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -139679.328125 Penalty: 698.895996
	Iteration 17Q: 3 clusters Score -139679.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -139691.296875 Penalty: 698.895996
	Iteration 18Q: 3 clusters Score -139691.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139698.796875 Penalty: 698.895996
	Iteration 19Q: 3 clusters Score -139698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -139703.171875 Penalty: 698.895996
	Iteration 20F: 3 clusters Score -139703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -139709.671875 Penalty: 698.895996
	Iteration 21Q: 3 clusters Score -139709.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -139714.812500 Penalty: 698.895996
	Iteration 22Q: 3 clusters Score -139714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -139725.718750 Penalty: 698.895996
	Iteration 23Q: 3 clusters Score -139725.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -139735.531250 Penalty: 698.895996
	Iteration 24Q: 3 clusters Score -139735.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139738.296875 Penalty: 698.895996
	Iteration 25Q: 3 clusters Score -139738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139740.125000 Penalty: 698.895996
	Iteration 26Q: 3 clusters Score -139740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -139740.796875 Penalty: 698.895996
	Iteration 27Q: 3 clusters Score -139740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -139741.390625 Penalty: 698.895996
	Iteration 28Q: 3 clusters Score -139741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -139742.296875 Penalty: 698.895996
	Iteration 29Q: 3 clusters Score -139742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -139743.421875 Penalty: 698.895996
	Iteration 30Q: 3 clusters Score -139743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139745.468750 Penalty: 698.895996
	Iteration 31Q: 3 clusters Score -139745.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -139747.281250 Penalty: 698.895996
	Iteration 32Q: 3 clusters Score -139747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139749.046875 Penalty: 698.895996
	Iteration 33Q: 3 clusters Score -139749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -139750.953125 Penalty: 698.895996
	Iteration 34Q: 3 clusters Score -139751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139751.750000 Penalty: 698.895996
	Iteration 35Q: 3 clusters Score -139751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -139752.437500 Penalty: 698.895996
	Iteration 36Q: 3 clusters Score -139752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -139752.843750 Penalty: 698.895996
	Iteration 37Q: 3 clusters Score -139752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139753.781250 Penalty: 698.895996
	Iteration 38Q: 3 clusters Score -139753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -139754.921875 Penalty: 698.895996
	Iteration 39Q: 3 clusters Score -139754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -139755.796875 Penalty: 698.895996
	Iteration 40F: 3 clusters Score -139755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139756.468750 Penalty: 698.895996
	Iteration 41Q: 3 clusters Score -139756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -139757.078125 Penalty: 698.895996
	Iteration 42Q: 3 clusters Score -139757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -139757.609375 Penalty: 698.895996
	Iteration 43Q: 3 clusters Score -139757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -139757.953125 Penalty: 698.895996
	Iteration 44Q: 3 clusters Score -139758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -139758.312500 Penalty: 698.895996
	Iteration 45Q: 3 clusters Score -139758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -139758.484375 Penalty: 698.895996
	Iteration 46Q: 3 clusters Score -139758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -139758.765625 Penalty: 698.895996
	Iteration 47Q: 3 clusters Score -139758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -139758.921875 Penalty: 698.895996
	Iteration 48Q: 3 clusters Score -139758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -139759.562500 Penalty: 698.895996
	Iteration 49Q: 3 clusters Score -139759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -139761.625000 Penalty: 698.895996
	Iteration 50Q: 3 clusters Score -139761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -139762.828125 Penalty: 698.895996
	Iteration 51Q: 3 clusters Score -139762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -139764.218750 Penalty: 698.895996
	Iteration 52Q: 3 clusters Score -139764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -139765.703125 Penalty: 698.895996
	Iteration 53Q: 3 clusters Score -139765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -139765.812500 Penalty: 698.895996
	Iteration 54Q: 3 clusters Score -139765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -139766.171875 Penalty: 698.895996
	Iteration 55Q: 3 clusters Score -139766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -139766.265625 Penalty: 698.895996
	Iteration 56Q: 3 clusters Score -139766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139766.812500 Penalty: 698.895996
	Iteration 57Q: 3 clusters Score -139766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -139768.015625 Penalty: 698.895996
	Iteration 58Q: 3 clusters Score -139768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -139770.656250 Penalty: 698.895996
	Iteration 59Q: 3 clusters Score -139770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -139777.078125 Penalty: 698.895996
	Iteration 60F: 3 clusters Score -139777.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -139783.718750 Penalty: 698.895996
	Iteration 61Q: 3 clusters Score -139783.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -139787.843750 Penalty: 698.895996
	Iteration 62Q: 3 clusters Score -139787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -139791.312500 Penalty: 698.895996
	Iteration 63Q: 3 clusters Score -139791.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -139793.859375 Penalty: 698.895996
	Iteration 64Q: 3 clusters Score -139793.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -139796.000000 Penalty: 698.895996
	Iteration 65Q: 3 clusters Score -139796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -139799.421875 Penalty: 698.895996
	Iteration 66Q: 3 clusters Score -139799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -139802.281250 Penalty: 698.895996
	Iteration 67Q: 3 clusters Score -139802.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -139803.609375 Penalty: 698.895996
	Iteration 68Q: 3 clusters Score -139803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -139804.000000 Penalty: 698.895996
	Iteration 69Q: 3 clusters Score -139804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -139804.156250 Penalty: 698.895996
	Iteration 70Q: 3 clusters Score -139804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -139804.359375 Penalty: 698.895996
	Iteration 71Q: 3 clusters Score -139804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -139804.609375 Penalty: 698.895996
	Iteration 72Q: 3 clusters Score -139804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -139804.875000 Penalty: 698.895996
	Iteration 73Q: 3 clusters Score -139804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -139805.125000 Penalty: 698.895996
	Iteration 74Q: 3 clusters Score -139805.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -139805.125000 Penalty: 698.895996
	Iteration 75F: 3 clusters Score -139805.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -256094.046875 Penalty: 379.620880
	Iteration 0F: 2 clusters Score -256094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -253202.828125 Penalty: 759.241760
	Iteration 0F: 3 clusters Score -253202.8 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -254164.734375 Penalty: 759.241760
	Iteration 1F: 3 clusters Score -254164.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -254265.453125 Penalty: 759.241760
	Iteration 2F: 3 clusters Score -254265.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -254371.437500 Penalty: 759.241760
	Iteration 3F: 3 clusters Score -254371.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -254445.828125 Penalty: 759.241760
	Iteration 4F: 3 clusters Score -254445.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -254513.750000 Penalty: 759.241760
	Iteration 5Q: 3 clusters Score -254513.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -254606.281250 Penalty: 759.241760
	Iteration 6Q: 3 clusters Score -254606.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -254684.187500 Penalty: 759.241760
	Iteration 7Q: 3 clusters Score -254684.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -254757.390625 Penalty: 759.241760
	Iteration 8Q: 3 clusters Score -254757.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -254832.406250 Penalty: 759.241760
	Iteration 9Q: 3 clusters Score -254832.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -254919.296875 Penalty: 759.241760
	Iteration 10Q: 3 clusters Score -254919.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -255039.078125 Penalty: 759.241760
	Iteration 11Q: 3 clusters Score -255039.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -255148.828125 Penalty: 759.241760
	Iteration 12Q: 3 clusters Score -255148.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -255224.296875 Penalty: 759.241760
	Iteration 13Q: 3 clusters Score -255224.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -255265.328125 Penalty: 759.241760
	Iteration 14Q: 3 clusters Score -255265.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -255301.796875 Penalty: 759.241760
	Iteration 15Q: 3 clusters Score -255301.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -255336.078125 Penalty: 759.241760
	Iteration 16Q: 3 clusters Score -255336.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -255377.187500 Penalty: 759.241760
	Iteration 17Q: 3 clusters Score -255377.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -255416.359375 Penalty: 759.241760
	Iteration 18Q: 3 clusters Score -255416.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -255453.718750 Penalty: 759.241760
	Iteration 19Q: 3 clusters Score -255453.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -255478.890625 Penalty: 759.241760
	Iteration 20F: 3 clusters Score -255478.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -255493.406250 Penalty: 759.241760
	Iteration 21Q: 3 clusters Score -255493.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -255507.140625 Penalty: 759.241760
	Iteration 22Q: 3 clusters Score -255507.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -255520.375000 Penalty: 759.241760
	Iteration 23Q: 3 clusters Score -255520.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -255533.671875 Penalty: 759.241760
	Iteration 24Q: 3 clusters Score -255533.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -255549.375000 Penalty: 759.241760
	Iteration 25Q: 3 clusters Score -255549.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -255561.578125 Penalty: 759.241760
	Iteration 26Q: 3 clusters Score -255561.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -255573.750000 Penalty: 759.241760
	Iteration 27Q: 3 clusters Score -255573.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -255585.906250 Penalty: 759.241760
	Iteration 28Q: 3 clusters Score -255585.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -255598.593750 Penalty: 759.241760
	Iteration 29Q: 3 clusters Score -255598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -255615.125000 Penalty: 759.241760
	Iteration 30Q: 3 clusters Score -255615.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -255632.046875 Penalty: 759.241760
	Iteration 31Q: 3 clusters Score -255632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -255642.734375 Penalty: 759.241760
	Iteration 32Q: 3 clusters Score -255642.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -255652.875000 Penalty: 759.241760
	Iteration 33Q: 3 clusters Score -255652.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -255664.453125 Penalty: 759.241760
	Iteration 34Q: 3 clusters Score -255664.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -255673.765625 Penalty: 759.241760
	Iteration 35Q: 3 clusters Score -255673.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -255683.406250 Penalty: 759.241760
	Iteration 36Q: 3 clusters Score -255683.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -255687.000000 Penalty: 759.241760
	Iteration 37Q: 3 clusters Score -255687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -255689.781250 Penalty: 759.241760
	Iteration 38Q: 3 clusters Score -255689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -255692.140625 Penalty: 759.241760
	Iteration 39Q: 3 clusters Score -255692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -255696.296875 Penalty: 759.241760
	Iteration 40F: 3 clusters Score -255696.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -255701.156250 Penalty: 759.241760
	Iteration 41Q: 3 clusters Score -255701.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -255705.843750 Penalty: 759.241760
	Iteration 42Q: 3 clusters Score -255705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -255714.515625 Penalty: 759.241760
	Iteration 43Q: 3 clusters Score -255714.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -255721.937500 Penalty: 759.241760
	Iteration 44Q: 3 clusters Score -255721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -255729.296875 Penalty: 759.241760
	Iteration 45Q: 3 clusters Score -255729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -255736.140625 Penalty: 759.241760
	Iteration 46Q: 3 clusters Score -255736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -255742.921875 Penalty: 759.241760
	Iteration 47Q: 3 clusters Score -255742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -255750.281250 Penalty: 759.241760
	Iteration 48Q: 3 clusters Score -255750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -255754.765625 Penalty: 759.241760
	Iteration 49Q: 3 clusters Score -255754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -255758.796875 Penalty: 759.241760
	Iteration 50Q: 3 clusters Score -255758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -255761.187500 Penalty: 759.241760
	Iteration 51Q: 3 clusters Score -255761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -255762.625000 Penalty: 759.241760
	Iteration 52Q: 3 clusters Score -255762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -255763.375000 Penalty: 759.241760
	Iteration 53Q: 3 clusters Score -255763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -255763.796875 Penalty: 759.241760
	Iteration 54Q: 3 clusters Score -255763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -255763.796875 Penalty: 759.241760
	Iteration 55F: 3 clusters Score -255763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -44104.968750 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -44104.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43387.968750 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -43387.97 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43615.175781 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -43615.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43665.195312 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -43665.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43708.339844 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -43708.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43726.871094 Penalty: 612.196289
	Iteration 4Q: 3 clusters Score -43726.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -43737.343750 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -43737.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43744.195312 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -43744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43750.277344 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -43750.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -43752.000000 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -43752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -43752.246094 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -43752.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43752.453125 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -43752.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -43752.730469 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -43752.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43754.566406 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -43754.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43757.273438 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -43757.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -43759.316406 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -43759.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43759.964844 Penalty: 612.196289
	Iteration 15Q: 3 clusters Score -43759.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43762.234375 Penalty: 612.196289
	Iteration 16Q: 3 clusters Score -43762.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43764.132812 Penalty: 612.196289
	Iteration 17Q: 3 clusters Score -43764.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -43765.117188 Penalty: 612.196289
	Iteration 18Q: 3 clusters Score -43765.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -43766.824219 Penalty: 612.196289
	Iteration 19Q: 3 clusters Score -43766.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -43771.617188 Penalty: 612.196289
	Iteration 20F: 3 clusters Score -43771.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43776.070312 Penalty: 612.196289
	Iteration 21Q: 3 clusters Score -43776.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -43777.558594 Penalty: 612.196289
	Iteration 22Q: 3 clusters Score -43777.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -43778.980469 Penalty: 612.196289
	Iteration 23Q: 3 clusters Score -43778.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -43780.789062 Penalty: 612.196289
	Iteration 24Q: 3 clusters Score -43780.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -43782.910156 Penalty: 612.196289
	Iteration 25Q: 3 clusters Score -43782.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -43783.671875 Penalty: 612.196289
	Iteration 26Q: 3 clusters Score -43783.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -43784.843750 Penalty: 612.196289
	Iteration 27Q: 3 clusters Score -43784.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -43786.089844 Penalty: 612.196289
	Iteration 28Q: 3 clusters Score -43786.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -43786.679688 Penalty: 612.196289
	Iteration 29Q: 3 clusters Score -43786.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -43786.945312 Penalty: 612.196289
	Iteration 30Q: 3 clusters Score -43786.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -43786.945312 Penalty: 612.196289
	Iteration 31F: 3 clusters Score -43786.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -141859.968750 Penalty: 348.898254
	Iteration 0F: 2 clusters Score -141860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140330.406250 Penalty: 697.796509
	Iteration 0F: 3 clusters Score -140330.4 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140818.734375 Penalty: 697.796509
	Iteration 1F: 3 clusters Score -140818.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140896.640625 Penalty: 697.796509
	Iteration 2F: 3 clusters Score -140896.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -140963.375000 Penalty: 697.796509
	Iteration 3F: 3 clusters Score -140963.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -141020.890625 Penalty: 697.796509
	Iteration 4Q: 3 clusters Score -141020.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -141067.609375 Penalty: 697.796509
	Iteration 5Q: 3 clusters Score -141067.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -141117.921875 Penalty: 697.796509
	Iteration 6Q: 3 clusters Score -141117.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -141157.921875 Penalty: 697.796509
	Iteration 7Q: 3 clusters Score -141157.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -141189.671875 Penalty: 697.796509
	Iteration 8Q: 3 clusters Score -141189.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141217.343750 Penalty: 697.796509
	Iteration 9Q: 3 clusters Score -141217.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -141237.125000 Penalty: 697.796509
	Iteration 10Q: 3 clusters Score -141237.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -141258.578125 Penalty: 697.796509
	Iteration 11Q: 3 clusters Score -141258.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -141279.687500 Penalty: 697.796509
	Iteration 12Q: 3 clusters Score -141279.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141299.250000 Penalty: 697.796509
	Iteration 13Q: 3 clusters Score -141299.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141311.484375 Penalty: 697.796509
	Iteration 14Q: 3 clusters Score -141311.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141320.515625 Penalty: 697.796509
	Iteration 15Q: 3 clusters Score -141320.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141327.593750 Penalty: 697.796509
	Iteration 16Q: 3 clusters Score -141327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141334.062500 Penalty: 697.796509
	Iteration 17Q: 3 clusters Score -141334.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141339.515625 Penalty: 697.796509
	Iteration 18Q: 3 clusters Score -141339.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141345.515625 Penalty: 697.796509
	Iteration 19Q: 3 clusters Score -141345.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -141351.156250 Penalty: 697.796509
	Iteration 20F: 3 clusters Score -141351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141355.156250 Penalty: 697.796509
	Iteration 21Q: 3 clusters Score -141355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141359.625000 Penalty: 697.796509
	Iteration 22Q: 3 clusters Score -141359.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141366.625000 Penalty: 697.796509
	Iteration 23Q: 3 clusters Score -141366.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -141372.375000 Penalty: 697.796509
	Iteration 24Q: 3 clusters Score -141372.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141376.125000 Penalty: 697.796509
	Iteration 25Q: 3 clusters Score -141376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141379.578125 Penalty: 697.796509
	Iteration 26Q: 3 clusters Score -141379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -141381.687500 Penalty: 697.796509
	Iteration 27Q: 3 clusters Score -141381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141384.906250 Penalty: 697.796509
	Iteration 28Q: 3 clusters Score -141384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141389.359375 Penalty: 697.796509
	Iteration 29Q: 3 clusters Score -141389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141396.031250 Penalty: 697.796509
	Iteration 30Q: 3 clusters Score -141396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141400.015625 Penalty: 697.796509
	Iteration 31Q: 3 clusters Score -141400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141400.937500 Penalty: 697.796509
	Iteration 32Q: 3 clusters Score -141400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141403.578125 Penalty: 697.796509
	Iteration 33Q: 3 clusters Score -141403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141405.812500 Penalty: 697.796509
	Iteration 34Q: 3 clusters Score -141405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -141407.515625 Penalty: 697.796509
	Iteration 35Q: 3 clusters Score -141407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -141409.968750 Penalty: 697.796509
	Iteration 36Q: 3 clusters Score -141410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141413.937500 Penalty: 697.796509
	Iteration 37Q: 3 clusters Score -141413.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -141417.109375 Penalty: 697.796509
	Iteration 38Q: 3 clusters Score -141417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -141419.968750 Penalty: 697.796509
	Iteration 39Q: 3 clusters Score -141420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -141425.578125 Penalty: 697.796509
	Iteration 40F: 3 clusters Score -141425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -141428.625000 Penalty: 697.796509
	Iteration 41Q: 3 clusters Score -141428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -141430.031250 Penalty: 697.796509
	Iteration 42Q: 3 clusters Score -141430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -141430.312500 Penalty: 697.796509
	Iteration 43Q: 3 clusters Score -141430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -141430.937500 Penalty: 697.796509
	Iteration 44Q: 3 clusters Score -141430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -141431.750000 Penalty: 697.796509
	Iteration 45Q: 3 clusters Score -141431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -141431.859375 Penalty: 697.796509
	Iteration 46Q: 3 clusters Score -141431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -141433.328125 Penalty: 697.796509
	Iteration 47Q: 3 clusters Score -141433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -141435.640625 Penalty: 697.796509
	Iteration 48Q: 3 clusters Score -141435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -141437.671875 Penalty: 697.796509
	Iteration 49Q: 3 clusters Score -141437.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -141439.421875 Penalty: 697.796509
	Iteration 50Q: 3 clusters Score -141439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -141441.750000 Penalty: 697.796509
	Iteration 51Q: 3 clusters Score -141441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -141444.281250 Penalty: 697.796509
	Iteration 52Q: 3 clusters Score -141444.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -141448.218750 Penalty: 697.796509
	Iteration 53Q: 3 clusters Score -141448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -141452.062500 Penalty: 697.796509
	Iteration 54Q: 3 clusters Score -141452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141456.781250 Penalty: 697.796509
	Iteration 55Q: 3 clusters Score -141456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -141460.937500 Penalty: 697.796509
	Iteration 56Q: 3 clusters Score -141460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -141461.796875 Penalty: 697.796509
	Iteration 57Q: 3 clusters Score -141461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -141464.203125 Penalty: 697.796509
	Iteration 58Q: 3 clusters Score -141464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -141465.515625 Penalty: 697.796509
	Iteration 59Q: 3 clusters Score -141465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -141467.671875 Penalty: 697.796509
	Iteration 60F: 3 clusters Score -141467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -141468.406250 Penalty: 697.796509
	Iteration 61Q: 3 clusters Score -141468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -141468.406250 Penalty: 697.796509
	Iteration 62F: 3 clusters Score -141468.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -522167.187500 Penalty: 408.148865
	Iteration 0F: 2 clusters Score -522167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -516941.593750 Penalty: 816.297729
	Iteration 0F: 3 clusters Score -516941.6 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -518994.500000 Penalty: 816.297729
	Iteration 1F: 3 clusters Score -518994.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -519276.312500 Penalty: 816.297729
	Iteration 2F: 3 clusters Score -519276.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -519626.125000 Penalty: 816.297729
	Iteration 3F: 3 clusters Score -519626.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -519986.781250 Penalty: 816.297729
	Iteration 4F: 3 clusters Score -519986.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -520361.062500 Penalty: 816.297729
	Iteration 5F: 3 clusters Score -520361.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -520649.906250 Penalty: 816.297729
	Iteration 6Q: 3 clusters Score -520649.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -520845.750000 Penalty: 816.297729
	Iteration 7Q: 3 clusters Score -520845.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -520955.687500 Penalty: 816.297729
	Iteration 8Q: 3 clusters Score -520955.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -521005.812500 Penalty: 816.297729
	Iteration 9Q: 3 clusters Score -521005.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -521039.375000 Penalty: 816.297729
	Iteration 10Q: 3 clusters Score -521039.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -521063.687500 Penalty: 816.297729
	Iteration 11Q: 3 clusters Score -521063.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -521083.531250 Penalty: 816.297729
	Iteration 12Q: 3 clusters Score -521083.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -521108.218750 Penalty: 816.297729
	Iteration 13Q: 3 clusters Score -521108.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -521142.937500 Penalty: 816.297729
	Iteration 14Q: 3 clusters Score -521142.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -521175.406250 Penalty: 816.297729
	Iteration 15Q: 3 clusters Score -521175.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -521199.593750 Penalty: 816.297729
	Iteration 16Q: 3 clusters Score -521199.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -521227.593750 Penalty: 816.297729
	Iteration 17Q: 3 clusters Score -521227.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -521257.562500 Penalty: 816.297729
	Iteration 18Q: 3 clusters Score -521257.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -521286.062500 Penalty: 816.297729
	Iteration 19Q: 3 clusters Score -521286.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -521313.875000 Penalty: 816.297729
	Iteration 20F: 3 clusters Score -521313.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -521335.312500 Penalty: 816.297729
	Iteration 21Q: 3 clusters Score -521335.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -521356.125000 Penalty: 816.297729
	Iteration 22Q: 3 clusters Score -521356.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -521379.937500 Penalty: 816.297729
	Iteration 23Q: 3 clusters Score -521379.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -521399.906250 Penalty: 816.297729
	Iteration 24Q: 3 clusters Score -521399.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -521432.156250 Penalty: 816.297729
	Iteration 25Q: 3 clusters Score -521432.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -521461.875000 Penalty: 816.297729
	Iteration 26Q: 3 clusters Score -521461.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -521486.500000 Penalty: 816.297729
	Iteration 27Q: 3 clusters Score -521486.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -521510.843750 Penalty: 816.297729
	Iteration 28Q: 3 clusters Score -521510.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -521535.906250 Penalty: 816.297729
	Iteration 29Q: 3 clusters Score -521535.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -521554.781250 Penalty: 816.297729
	Iteration 30Q: 3 clusters Score -521554.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -521576.562500 Penalty: 816.297729
	Iteration 31Q: 3 clusters Score -521576.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -521597.687500 Penalty: 816.297729
	Iteration 32Q: 3 clusters Score -521597.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -521618.250000 Penalty: 816.297729
	Iteration 33Q: 3 clusters Score -521618.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -521645.875000 Penalty: 816.297729
	Iteration 34Q: 3 clusters Score -521645.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -521676.531250 Penalty: 816.297729
	Iteration 35Q: 3 clusters Score -521676.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -521708.250000 Penalty: 816.297729
	Iteration 36Q: 3 clusters Score -521708.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -521739.906250 Penalty: 816.297729
	Iteration 37Q: 3 clusters Score -521739.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -521770.468750 Penalty: 816.297729
	Iteration 38Q: 3 clusters Score -521770.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -521795.437500 Penalty: 816.297729
	Iteration 39Q: 3 clusters Score -521795.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -521811.875000 Penalty: 816.297729
	Iteration 40F: 3 clusters Score -521811.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -521829.656250 Penalty: 816.297729
	Iteration 41Q: 3 clusters Score -521829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -521844.031250 Penalty: 816.297729
	Iteration 42Q: 3 clusters Score -521844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -521854.687500 Penalty: 816.297729
	Iteration 43Q: 3 clusters Score -521854.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -521863.781250 Penalty: 816.297729
	Iteration 44Q: 3 clusters Score -521863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -521874.406250 Penalty: 816.297729
	Iteration 45Q: 3 clusters Score -521874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -521882.281250 Penalty: 816.297729
	Iteration 46Q: 3 clusters Score -521882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -521887.406250 Penalty: 816.297729
	Iteration 47Q: 3 clusters Score -521887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -521891.281250 Penalty: 816.297729
	Iteration 48Q: 3 clusters Score -521891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -521893.687500 Penalty: 816.297729
	Iteration 49Q: 3 clusters Score -521893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -521895.218750 Penalty: 816.297729
	Iteration 50Q: 3 clusters Score -521895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -521896.093750 Penalty: 816.297729
	Iteration 51Q: 3 clusters Score -521896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -521896.468750 Penalty: 816.297729
	Iteration 52Q: 3 clusters Score -521896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -521896.468750 Penalty: 816.297729
	Iteration 53F: 3 clusters Score -521896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -45346.523438 Penalty: 303.404388
	Iteration 0F: 2 clusters Score -45346.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44670.625000 Penalty: 606.808777
	Iteration 0F: 3 clusters Score -44670.62 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44851.050781 Penalty: 606.808777
	Iteration 1F: 3 clusters Score -44851.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44890.683594 Penalty: 606.808777
	Iteration 2F: 3 clusters Score -44890.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44921.050781 Penalty: 606.808777
	Iteration 3F: 3 clusters Score -44921.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44937.335938 Penalty: 606.808777
	Iteration 4Q: 3 clusters Score -44937.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44947.046875 Penalty: 606.808777
	Iteration 5Q: 3 clusters Score -44947.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44958.339844 Penalty: 606.808777
	Iteration 6Q: 3 clusters Score -44958.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44972.855469 Penalty: 606.808777
	Iteration 7Q: 3 clusters Score -44972.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44979.000000 Penalty: 606.808777
	Iteration 8Q: 3 clusters Score -44979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44985.269531 Penalty: 606.808777
	Iteration 9Q: 3 clusters Score -44985.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44989.441406 Penalty: 606.808777
	Iteration 10Q: 3 clusters Score -44989.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44992.425781 Penalty: 606.808777
	Iteration 11Q: 3 clusters Score -44992.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44993.792969 Penalty: 606.808777
	Iteration 12Q: 3 clusters Score -44993.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44998.867188 Penalty: 606.808777
	Iteration 13Q: 3 clusters Score -44998.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45005.597656 Penalty: 606.808777
	Iteration 14Q: 3 clusters Score -45005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45010.855469 Penalty: 606.808777
	Iteration 15Q: 3 clusters Score -45010.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45019.250000 Penalty: 606.808777
	Iteration 16Q: 3 clusters Score -45019.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45027.683594 Penalty: 606.808777
	Iteration 17Q: 3 clusters Score -45027.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45034.148438 Penalty: 606.808777
	Iteration 18Q: 3 clusters Score -45034.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45037.347656 Penalty: 606.808777
	Iteration 19Q: 3 clusters Score -45037.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45041.355469 Penalty: 606.808777
	Iteration 20F: 3 clusters Score -45041.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45043.316406 Penalty: 606.808777
	Iteration 21Q: 3 clusters Score -45043.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45044.714844 Penalty: 606.808777
	Iteration 22Q: 3 clusters Score -45044.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45044.714844 Penalty: 606.808777
	Iteration 23F: 3 clusters Score -45044.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Entering Unmasked Estep 
Score: -2880816.500000 Penalty: 486.734100
	Iteration 0F: 2 clusters Score -2880816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2851836.250000 Penalty: 973.468201
	Iteration 0F: 3 clusters Score -2851836 nChanged 21402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2864449.250000 Penalty: 973.468201
	Iteration 1F: 3 clusters Score -2864449 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2865187.750000 Penalty: 973.468201
	Iteration 2Q: 3 clusters Score -2865188 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -2866219.500000 Penalty: 973.468201
	Iteration 3F: 3 clusters Score -2866220 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2867826.500000 Penalty: 973.468201
	Iteration 4F: 3 clusters Score -2867826 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -2870101.250000 Penalty: 973.468201
	Iteration 5F: 3 clusters Score -2870101 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -2872818.750000 Penalty: 973.468201
	Iteration 6F: 3 clusters Score -2872819 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -2875303.250000 Penalty: 973.468201
	Iteration 7F: 3 clusters Score -2875303 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -2876602.250000 Penalty: 973.468201
	Iteration 8Q: 3 clusters Score -2876602 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -2877080.750000 Penalty: 973.468201
	Iteration 9Q: 3 clusters Score -2877081 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -2877346.250000 Penalty: 973.468201
	Iteration 10Q: 3 clusters Score -2877346 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -2877564.250000 Penalty: 973.468201
	Iteration 11Q: 3 clusters Score -2877564 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -2877751.250000 Penalty: 973.468201
	Iteration 12Q: 3 clusters Score -2877751 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -2877979.250000 Penalty: 973.468201
	Iteration 13Q: 3 clusters Score -2877979 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -2878165.000000 Penalty: 973.468201
	Iteration 14Q: 3 clusters Score -2878165 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -2878311.750000 Penalty: 973.468201
	Iteration 15Q: 3 clusters Score -2878312 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2878454.250000 Penalty: 973.468201
	Iteration 16Q: 3 clusters Score -2878454 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -2878551.500000 Penalty: 973.468201
	Iteration 17Q: 3 clusters Score -2878552 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -2878649.000000 Penalty: 973.468201
	Iteration 18Q: 3 clusters Score -2878649 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -2878731.750000 Penalty: 973.468201
	Iteration 19Q: 3 clusters Score -2878732 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -2878810.500000 Penalty: 973.468201
	Iteration 20F: 3 clusters Score -2878810 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -2878901.750000 Penalty: 973.468201
	Iteration 21Q: 3 clusters Score -2878902 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -2878972.750000 Penalty: 973.468201
	Iteration 22Q: 3 clusters Score -2878973 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -2879060.000000 Penalty: 973.468201
	Iteration 23Q: 3 clusters Score -2879060 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -2879158.250000 Penalty: 973.468201
	Iteration 24Q: 3 clusters Score -2879158 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -2879248.000000 Penalty: 973.468201
	Iteration 25Q: 3 clusters Score -2879248 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -2879308.750000 Penalty: 973.468201
	Iteration 26Q: 3 clusters Score -2879309 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -2879373.500000 Penalty: 973.468201
	Iteration 27Q: 3 clusters Score -2879374 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -2879459.500000 Penalty: 973.468201
	Iteration 28Q: 3 clusters Score -2879460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -2879556.750000 Penalty: 973.468201
	Iteration 29Q: 3 clusters Score -2879557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -2879731.000000 Penalty: 973.468201
	Iteration 30Q: 3 clusters Score -2879731 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -2879899.250000 Penalty: 973.468201
	Iteration 31Q: 3 clusters Score -2879899 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -2880053.750000 Penalty: 973.468201
	Iteration 32Q: 3 clusters Score -2880054 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -2880233.500000 Penalty: 973.468201
	Iteration 33Q: 3 clusters Score -2880234 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -2880354.750000 Penalty: 973.468201
	Iteration 34Q: 3 clusters Score -2880355 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -2880460.000000 Penalty: 973.468201
	Iteration 35Q: 3 clusters Score -2880460 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2880548.000000 Penalty: 973.468201
	Iteration 36Q: 3 clusters Score -2880548 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -2880624.250000 Penalty: 973.468201
	Iteration 37Q: 3 clusters Score -2880624 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -2880682.750000 Penalty: 973.468201
	Iteration 38Q: 3 clusters Score -2880683 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -2880711.000000 Penalty: 973.468201
	Iteration 39Q: 3 clusters Score -2880711 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -2880693.500000 Penalty: 973.468201
	Iteration 40F: 3 clusters Score -2880694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -2880671.750000 Penalty: 973.468201
	Iteration 41Q: 3 clusters Score -2880672 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -2880659.500000 Penalty: 973.468201
	Iteration 42Q: 3 clusters Score -2880660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -2880638.500000 Penalty: 973.468201
	Iteration 43Q: 3 clusters Score -2880638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -2880630.500000 Penalty: 973.468201
	Iteration 44Q: 3 clusters Score -2880630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -2880625.250000 Penalty: 973.468201
	Iteration 45Q: 3 clusters Score -2880625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -2880604.250000 Penalty: 973.468201
	Iteration 46Q: 3 clusters Score -2880604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -2880588.500000 Penalty: 973.468201
	Iteration 47Q: 3 clusters Score -2880588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -2880591.000000 Penalty: 973.468201
	Iteration 48Q: 3 clusters Score -2880591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -2880595.000000 Penalty: 973.468201
	Iteration 49Q: 3 clusters Score -2880595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -2880578.250000 Penalty: 973.468201
	Iteration 50Q: 3 clusters Score -2880578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -2880573.250000 Penalty: 973.468201
	Iteration 51Q: 3 clusters Score -2880573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -2880568.000000 Penalty: 973.468201
	Iteration 52Q: 3 clusters Score -2880568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -2880563.500000 Penalty: 973.468201
	Iteration 53Q: 3 clusters Score -2880564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -2880554.250000 Penalty: 973.468201
	Iteration 54Q: 3 clusters Score -2880554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -2880553.000000 Penalty: 973.468201
	Iteration 55Q: 3 clusters Score -2880553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -2880554.000000 Penalty: 973.468201
	Iteration 56Q: 3 clusters Score -2880554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -2880546.750000 Penalty: 973.468201
	Iteration 57Q: 3 clusters Score -2880547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -2880542.250000 Penalty: 973.468201
	Iteration 58Q: 3 clusters Score -2880542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -2880538.000000 Penalty: 973.468201
	Iteration 59Q: 3 clusters Score -2880538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -2880534.000000 Penalty: 973.468201
	Iteration 60F: 3 clusters Score -2880534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -2880534.250000 Penalty: 973.468201
	Iteration 61Q: 3 clusters Score -2880534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -2880531.750000 Penalty: 973.468201
	Iteration 62Q: 3 clusters Score -2880532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -2880526.750000 Penalty: 973.468201
	Iteration 63Q: 3 clusters Score -2880527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -2880524.750000 Penalty: 973.468201
	Iteration 64Q: 3 clusters Score -2880525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -2880524.500000 Penalty: 973.468201
	Iteration 65Q: 3 clusters Score -2880524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -2880521.500000 Penalty: 973.468201
	Iteration 66Q: 3 clusters Score -2880522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2880524.750000 Penalty: 973.468201
	Iteration 67Q: 3 clusters Score -2880525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -2880523.500000 Penalty: 973.468201
	Iteration 68Q: 3 clusters Score -2880524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -2880528.000000 Penalty: 973.468201
	Iteration 69Q: 3 clusters Score -2880528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -2880526.750000 Penalty: 973.468201
	Iteration 70Q: 3 clusters Score -2880527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -2880524.750000 Penalty: 973.468201
	Iteration 71Q: 3 clusters Score -2880525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -2880526.000000 Penalty: 973.468201
	Iteration 72Q: 3 clusters Score -2880526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -2880520.500000 Penalty: 973.468201
	Iteration 73Q: 3 clusters Score -2880520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -2880521.000000 Penalty: 973.468201
	Iteration 74Q: 3 clusters Score -2880521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -2880519.250000 Penalty: 973.468201
	Iteration 75Q: 3 clusters Score -2880519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -2880519.250000 Penalty: 973.468201
	Iteration 76F: 3 clusters Score -2880519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Entering Unmasked Estep 
Score: -773576.000000 Penalty: 430.497681
	Iteration 0F: 2 clusters Score -773576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -764898.875000 Penalty: 860.995361
	Iteration 0F: 3 clusters Score -764898.9 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -768415.562500 Penalty: 860.995361
	Iteration 1F: 3 clusters Score -768415.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -768591.937500 Penalty: 860.995361
	Iteration 2Q: 3 clusters Score -768591.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -768763.937500 Penalty: 860.995361
	Iteration 3Q: 3 clusters Score -768763.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -768988.812500 Penalty: 860.995361
	Iteration 4Q: 3 clusters Score -768988.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -769274.062500 Penalty: 860.995361
	Iteration 5Q: 3 clusters Score -769274.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -769684.312500 Penalty: 860.995361
	Iteration 6F: 3 clusters Score -769684.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -770326.937500 Penalty: 860.995361
	Iteration 7F: 3 clusters Score -770326.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -771150.812500 Penalty: 860.995361
	Iteration 8F: 3 clusters Score -771150.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -771853.000000 Penalty: 860.995361
	Iteration 9F: 3 clusters Score -771853 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -772375.375000 Penalty: 860.995361
	Iteration 10Q: 3 clusters Score -772375.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -772710.062500 Penalty: 860.995361
	Iteration 11Q: 3 clusters Score -772710.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -772914.187500 Penalty: 860.995361
	Iteration 12Q: 3 clusters Score -772914.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -773013.000000 Penalty: 860.995361
	Iteration 13Q: 3 clusters Score -773013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -773063.875000 Penalty: 860.995361
	Iteration 14Q: 3 clusters Score -773063.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -773091.187500 Penalty: 860.995361
	Iteration 15Q: 3 clusters Score -773091.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -773110.125000 Penalty: 860.995361
	Iteration 16Q: 3 clusters Score -773110.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -773133.625000 Penalty: 860.995361
	Iteration 17Q: 3 clusters Score -773133.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -773154.500000 Penalty: 860.995361
	Iteration 18Q: 3 clusters Score -773154.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -773175.000000 Penalty: 860.995361
	Iteration 19Q: 3 clusters Score -773175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -773187.250000 Penalty: 860.995361
	Iteration 20F: 3 clusters Score -773187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -773192.687500 Penalty: 860.995361
	Iteration 21Q: 3 clusters Score -773192.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -773193.125000 Penalty: 860.995361
	Iteration 22Q: 3 clusters Score -773193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -773198.000000 Penalty: 860.995361
	Iteration 23Q: 3 clusters Score -773198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -773199.562500 Penalty: 860.995361
	Iteration 24Q: 3 clusters Score -773199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -773200.500000 Penalty: 860.995361
	Iteration 25Q: 3 clusters Score -773200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -773201.875000 Penalty: 860.995361
	Iteration 26Q: 3 clusters Score -773201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -773202.250000 Penalty: 860.995361
	Iteration 27Q: 3 clusters Score -773202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -773202.250000 Penalty: 860.995361
	Iteration 28F: 3 clusters Score -773202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 43441 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 38613 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15560 members 
Mstep: Class 10 contains 66424 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 167519 members 
Mstep: Class 14 contains 46150 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 70554 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39279 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 35871 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 4202 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2139 members 
Mstep: Class 32 contains 7866 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44243 members 
Mstep: Class 35 contains 12855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219924.000000 Penalty: 21425.742188
Iteration 199Q: 36 clusters Score -4.221992e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 43448 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 38795 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 15559 members 
Mstep: Class 10 contains 66424 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14936 members 
Mstep: Class 13 contains 167511 members 
Mstep: Class 14 contains 46160 members 
Mstep: Class 15 contains 44593 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 70495 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39273 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 1480 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 2163 members 
Mstep: Class 29 contains 4196 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2132 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44265 members 
Mstep: Class 35 contains 12916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219908.000000 Penalty: 21425.742188
Iteration 200F: 36 clusters Score -4.221991e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 43448 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 38951 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 15560 members 
Mstep: Class 10 contains 66406 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14933 members 
Mstep: Class 13 contains 167530 members 
Mstep: Class 14 contains 46170 members 
Mstep: Class 15 contains 44637 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 70447 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39267 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4540 members 
Mstep: Class 24 contains 35471 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 1480 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2161 members 
Mstep: Class 29 contains 4190 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2126 members 
Mstep: Class 32 contains 7879 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44279 members 
Mstep: Class 35 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219824.000000 Penalty: 21425.742188
Iteration 201Q: 36 clusters Score -4.221982e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39094 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 15567 members 
Mstep: Class 10 contains 66420 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14932 members 
Mstep: Class 13 contains 167533 members 
Mstep: Class 14 contains 46165 members 
Mstep: Class 15 contains 44670 members 
Mstep: Class 16 contains 4599 members 
Mstep: Class 17 contains 70398 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39265 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 2159 members 
Mstep: Class 29 contains 4181 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2116 members 
Mstep: Class 32 contains 7887 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44294 members 
Mstep: Class 35 contains 13050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219708.000000 Penalty: 21425.742188
Iteration 202Q: 36 clusters Score -4.221971e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39209 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15575 members 
Mstep: Class 10 contains 66432 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 167544 members 
Mstep: Class 14 contains 46161 members 
Mstep: Class 15 contains 44699 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 70359 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 35082 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 4171 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 7898 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44315 members 
Mstep: Class 35 contains 13118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219636.000000 Penalty: 21425.742188
Iteration 203Q: 36 clusters Score -4.221964e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39327 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 15586 members 
Mstep: Class 10 contains 66442 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14934 members 
Mstep: Class 13 contains 167570 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 44721 members 
Mstep: Class 16 contains 4605 members 
Mstep: Class 17 contains 70309 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39248 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 34891 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 2157 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44324 members 
Mstep: Class 35 contains 13188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219620.000000 Penalty: 21425.742188
Iteration 204Q: 36 clusters Score -4.221962e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 43450 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39463 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 15593 members 
Mstep: Class 10 contains 66438 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 167585 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 44733 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 70277 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 34695 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 2154 members 
Mstep: Class 29 contains 4149 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 7922 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44334 members 
Mstep: Class 35 contains 13245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219612.000000 Penalty: 21425.742188
Iteration 205Q: 36 clusters Score -4.221961e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 43453 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39596 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 15600 members 
Mstep: Class 10 contains 66440 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 167630 members 
Mstep: Class 14 contains 46156 members 
Mstep: Class 15 contains 44718 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 70254 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39259 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 34497 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 2686 members 
Mstep: Class 28 contains 2151 members 
Mstep: Class 29 contains 4138 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2074 members 
Mstep: Class 32 contains 7943 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44340 members 
Mstep: Class 35 contains 13294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219536.000000 Penalty: 21425.742188
Iteration 206Q: 36 clusters Score -4.221954e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39751 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 66441 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14937 members 
Mstep: Class 13 contains 167637 members 
Mstep: Class 14 contains 46155 members 
Mstep: Class 15 contains 44746 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 70238 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39261 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 34273 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2681 members 
Mstep: Class 28 contains 2150 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 7959 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44351 members 
Mstep: Class 35 contains 13341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219472.000000 Penalty: 21425.742188
Iteration 207Q: 36 clusters Score -4.221947e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 39917 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 15615 members 
Mstep: Class 10 contains 66424 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 167676 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 15 contains 44762 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 70212 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 583 members 
Mstep: Class 20 contains 39261 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 34050 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2680 members 
Mstep: Class 28 contains 2149 members 
Mstep: Class 29 contains 4118 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 7977 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44357 members 
Mstep: Class 35 contains 13396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219432.000000 Penalty: 21425.742188
Iteration 208Q: 36 clusters Score -4.221943e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 43458 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 40072 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 15622 members 
Mstep: Class 10 contains 66420 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14911 members 
Mstep: Class 13 contains 167690 members 
Mstep: Class 14 contains 46161 members 
Mstep: Class 15 contains 44780 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 70182 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 583 members 
Mstep: Class 20 contains 39272 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4493 members 
Mstep: Class 24 contains 33830 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 2143 members 
Mstep: Class 29 contains 4107 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 7991 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44361 members 
Mstep: Class 35 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219396.000000 Penalty: 21425.742188
Iteration 209Q: 36 clusters Score -4.22194e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 43460 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 40265 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 15622 members 
Mstep: Class 10 contains 66399 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14900 members 
Mstep: Class 13 contains 167718 members 
Mstep: Class 14 contains 46159 members 
Mstep: Class 15 contains 44801 members 
Mstep: Class 16 contains 4635 members 
Mstep: Class 17 contains 70159 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39278 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 4489 members 
Mstep: Class 24 contains 33581 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 4099 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 8007 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44366 members 
Mstep: Class 35 contains 13510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219264.000000 Penalty: 21425.742188
Iteration 210Q: 36 clusters Score -4.221926e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 43462 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 40438 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 66406 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14884 members 
Mstep: Class 13 contains 167692 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 44848 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 70141 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39285 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 33330 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 2661 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 8021 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44370 members 
Mstep: Class 35 contains 13578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219236.000000 Penalty: 21425.742188
Iteration 211Q: 36 clusters Score -4.221924e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 43462 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 40614 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 15626 members 
Mstep: Class 10 contains 66383 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14866 members 
Mstep: Class 13 contains 167655 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 44883 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 70116 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39287 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 4489 members 
Mstep: Class 24 contains 33131 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 2145 members 
Mstep: Class 29 contains 4070 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44373 members 
Mstep: Class 35 contains 13653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219292.000000 Penalty: 21425.742188
Iteration 212Q: 36 clusters Score -4.221929e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 40783 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 66341 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14857 members 
Mstep: Class 13 contains 167641 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 44903 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 70085 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 39279 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 4493 members 
Mstep: Class 24 contains 32937 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 2146 members 
Mstep: Class 29 contains 4054 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 8058 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44382 members 
Mstep: Class 35 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219160.000000 Penalty: 21425.742188
Iteration 213Q: 36 clusters Score -4.221916e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 43465 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 40969 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 15624 members 
Mstep: Class 10 contains 66292 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14849 members 
Mstep: Class 13 contains 167649 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 44911 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 70075 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 583 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 32722 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1452 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 2148 members 
Mstep: Class 29 contains 4034 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 8078 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44384 members 
Mstep: Class 35 contains 13811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219148.000000 Penalty: 21425.742188
Iteration 214Q: 36 clusters Score -4.221915e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 43474 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 15626 members 
Mstep: Class 10 contains 66215 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14845 members 
Mstep: Class 13 contains 167621 members 
Mstep: Class 14 contains 46208 members 
Mstep: Class 15 contains 44920 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 70057 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39262 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 32534 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1452 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 2147 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 8092 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44384 members 
Mstep: Class 35 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219200.000000 Penalty: 21425.742188
Iteration 215Q: 36 clusters Score -4.22192e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 43472 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 41398 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 15626 members 
Mstep: Class 10 contains 66145 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14821 members 
Mstep: Class 13 contains 167613 members 
Mstep: Class 14 contains 46242 members 
Mstep: Class 15 contains 44944 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 70049 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 32326 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1451 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 2143 members 
Mstep: Class 29 contains 3996 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 8105 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44400 members 
Mstep: Class 35 contains 13935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219092.000000 Penalty: 21425.742188
Iteration 216Q: 36 clusters Score -4.221909e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 41626 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 15624 members 
Mstep: Class 10 contains 66080 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14801 members 
Mstep: Class 13 contains 167602 members 
Mstep: Class 14 contains 46276 members 
Mstep: Class 15 contains 44982 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 70047 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39224 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 32099 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2645 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 3972 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 8118 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44417 members 
Mstep: Class 35 contains 13987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219012.000000 Penalty: 21425.742188
Iteration 217Q: 36 clusters Score -4.221901e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 43468 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 41862 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 66024 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 167601 members 
Mstep: Class 14 contains 46311 members 
Mstep: Class 15 contains 45023 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 70030 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39209 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 31857 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 2638 members 
Mstep: Class 28 contains 2141 members 
Mstep: Class 29 contains 3951 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 8130 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44431 members 
Mstep: Class 35 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218968.000000 Penalty: 21425.742188
Iteration 218Q: 36 clusters Score -4.221897e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 43467 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 42096 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 15617 members 
Mstep: Class 10 contains 65952 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 167563 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 15 contains 45061 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 70031 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39209 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 31627 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2632 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 8141 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44436 members 
Mstep: Class 35 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218852.000000 Penalty: 21425.742188
Iteration 219Q: 36 clusters Score -4.221885e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 43459 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 4553 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 65876 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 167583 members 
Mstep: Class 14 contains 46365 members 
Mstep: Class 15 contains 45083 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 70033 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39194 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4507 members 
Mstep: Class 24 contains 31380 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 3912 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 8154 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44442 members 
Mstep: Class 35 contains 14143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218720.000000 Penalty: 21425.742188
Iteration 220F: 36 clusters Score -4.221872e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 43456 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 4561 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 42593 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 15604 members 
Mstep: Class 10 contains 65797 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14752 members 
Mstep: Class 13 contains 167588 members 
Mstep: Class 14 contains 46390 members 
Mstep: Class 15 contains 45105 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 70038 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39190 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 31135 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 2141 members 
Mstep: Class 29 contains 3892 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 8165 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44463 members 
Mstep: Class 35 contains 14193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218736.000000 Penalty: 21425.742188
Iteration 221Q: 36 clusters Score -4.221874e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 43453 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 42836 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 65714 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 167590 members 
Mstep: Class 14 contains 46418 members 
Mstep: Class 15 contains 45131 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 70027 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 39178 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 30904 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 2139 members 
Mstep: Class 29 contains 3873 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 8168 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44491 members 
Mstep: Class 35 contains 14256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218724.000000 Penalty: 21425.742188
Iteration 222Q: 36 clusters Score -4.221872e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 43454 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 4574 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 43094 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 65641 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 167569 members 
Mstep: Class 14 contains 46443 members 
Mstep: Class 15 contains 45141 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 70010 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 39167 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 30658 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 2141 members 
Mstep: Class 29 contains 3863 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 8172 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44510 members 
Mstep: Class 35 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218656.000000 Penalty: 21425.742188
Iteration 223Q: 36 clusters Score -4.221866e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 43343 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 65580 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14693 members 
Mstep: Class 13 contains 167559 members 
Mstep: Class 14 contains 46463 members 
Mstep: Class 15 contains 45172 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 69974 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39155 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 30409 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2609 members 
Mstep: Class 28 contains 2139 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 8179 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44529 members 
Mstep: Class 35 contains 14400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218400.000000 Penalty: 21425.742188
Iteration 224Q: 36 clusters Score -4.22184e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 43450 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 43615 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15604 members 
Mstep: Class 10 contains 65537 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14675 members 
Mstep: Class 13 contains 167564 members 
Mstep: Class 14 contains 46479 members 
Mstep: Class 15 contains 45208 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4495 members 
Mstep: Class 24 contains 30139 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 2138 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 8188 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44546 members 
Mstep: Class 35 contains 14483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218296.000000 Penalty: 21425.742188
Iteration 225Q: 36 clusters Score -4.22183e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 4589 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 43875 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 65506 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14664 members 
Mstep: Class 13 contains 167597 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 45215 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4496 members 
Mstep: Class 24 contains 29870 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 2137 members 
Mstep: Class 29 contains 3825 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 8198 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44561 members 
Mstep: Class 35 contains 14549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218216.000000 Penalty: 21425.742188
Iteration 226Q: 36 clusters Score -4.221822e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 44121 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15603 members 
Mstep: Class 10 contains 65492 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 167586 members 
Mstep: Class 14 contains 46528 members 
Mstep: Class 15 contains 45253 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 69720 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4500 members 
Mstep: Class 24 contains 29589 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2619 members 
Mstep: Class 28 contains 2138 members 
Mstep: Class 29 contains 3817 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2036 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44582 members 
Mstep: Class 35 contains 14622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218124.000000 Penalty: 21425.742188
Iteration 227Q: 36 clusters Score -4.221812e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 43447 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 44374 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 65482 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 167589 members 
Mstep: Class 14 contains 46553 members 
Mstep: Class 15 contains 45283 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 69613 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39143 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 29321 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 3806 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44608 members 
Mstep: Class 35 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217900.000000 Penalty: 21425.742188
Iteration 228Q: 36 clusters Score -4.22179e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 43444 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 44635 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 15591 members 
Mstep: Class 10 contains 65477 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14622 members 
Mstep: Class 13 contains 167599 members 
Mstep: Class 14 contains 46583 members 
Mstep: Class 15 contains 45309 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 69498 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 39138 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4503 members 
Mstep: Class 24 contains 29056 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 2612 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 3790 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44624 members 
Mstep: Class 35 contains 14795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217916.000000 Penalty: 21425.742188
Iteration 229Q: 36 clusters Score -4.221792e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 44896 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 15585 members 
Mstep: Class 10 contains 65472 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14614 members 
Mstep: Class 13 contains 167604 members 
Mstep: Class 14 contains 46610 members 
Mstep: Class 15 contains 45355 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 69409 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 39140 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 4505 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 3766 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 8218 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44635 members 
Mstep: Class 35 contains 14875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217796.000000 Penalty: 21425.742188
Iteration 230Q: 36 clusters Score -4.22178e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 45150 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 65468 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14608 members 
Mstep: Class 13 contains 167591 members 
Mstep: Class 14 contains 46636 members 
Mstep: Class 15 contains 45394 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 69347 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 39141 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 28479 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 3737 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 8222 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44648 members 
Mstep: Class 35 contains 14946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217800.000000 Penalty: 21425.742188
Iteration 231Q: 36 clusters Score -4.22178e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 43434 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 45405 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 15571 members 
Mstep: Class 10 contains 65481 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14602 members 
Mstep: Class 13 contains 167567 members 
Mstep: Class 14 contains 46654 members 
Mstep: Class 15 contains 45421 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 69297 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39140 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 28203 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 8232 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44654 members 
Mstep: Class 35 contains 15015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217828.000000 Penalty: 21425.742188
Iteration 232Q: 36 clusters Score -4.221783e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 43426 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 45671 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 15559 members 
Mstep: Class 10 contains 65505 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14588 members 
Mstep: Class 13 contains 167555 members 
Mstep: Class 14 contains 46677 members 
Mstep: Class 15 contains 45475 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 69245 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39131 members 
Mstep: Class 21 contains 1399 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 27888 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 2143 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 8239 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44674 members 
Mstep: Class 35 contains 15070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217768.000000 Penalty: 21425.742188
Iteration 233Q: 36 clusters Score -4.221777e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 43422 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 45899 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 15558 members 
Mstep: Class 10 contains 65522 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14586 members 
Mstep: Class 13 contains 167533 members 
Mstep: Class 14 contains 46709 members 
Mstep: Class 15 contains 45517 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 69194 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39111 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 4534 members 
Mstep: Class 24 contains 27621 members 
Mstep: Class 25 contains 1694 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 2608 members 
Mstep: Class 28 contains 2143 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 8245 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44684 members 
Mstep: Class 35 contains 15136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217876.000000 Penalty: 21425.742188
Iteration 234Q: 36 clusters Score -4.221788e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 43418 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 46180 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 15561 members 
Mstep: Class 10 contains 65523 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 167525 members 
Mstep: Class 14 contains 46738 members 
Mstep: Class 15 contains 45537 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 69156 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 39096 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 27320 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 2140 members 
Mstep: Class 29 contains 3604 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2014 members 
Mstep: Class 32 contains 8253 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44692 members 
Mstep: Class 35 contains 15198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218076.000000 Penalty: 21425.742188
Iteration 235Q: 36 clusters Score -4.221808e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 43415 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 15553 members 
Mstep: Class 10 contains 65529 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 167540 members 
Mstep: Class 14 contains 46768 members 
Mstep: Class 15 contains 45560 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 69094 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 39078 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 27023 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 2612 members 
Mstep: Class 28 contains 2138 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2013 members 
Mstep: Class 32 contains 8259 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44698 members 
Mstep: Class 35 contains 15239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217992.000000 Penalty: 21425.742188
Iteration 236Q: 36 clusters Score -4.221799e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 43413 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 15550 members 
Mstep: Class 10 contains 65542 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14568 members 
Mstep: Class 13 contains 167549 members 
Mstep: Class 14 contains 46789 members 
Mstep: Class 15 contains 45592 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 69048 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 20 contains 39067 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 26722 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 3513 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2013 members 
Mstep: Class 32 contains 8265 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44719 members 
Mstep: Class 35 contains 15273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218120.000000 Penalty: 21425.742188
Iteration 237Q: 36 clusters Score -4.221812e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 43415 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 46965 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 15547 members 
Mstep: Class 10 contains 65547 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14549 members 
Mstep: Class 13 contains 167573 members 
Mstep: Class 14 contains 46811 members 
Mstep: Class 15 contains 45594 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 69058 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 39068 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 26424 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 2133 members 
Mstep: Class 29 contains 3473 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 8272 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44739 members 
Mstep: Class 35 contains 15300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218160.000000 Penalty: 21425.742188
Iteration 238Q: 36 clusters Score -4.221816e+07 nChanged 1321
Entering ConstructFrom: 
Score: -42218160.000000 Penalty: 21425.742188
Entering ConstructFrom: 
Trying to split cluster 1 (10387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Entering Unmasked Estep 
Score: -660204.250000 Penalty: 420.798096
	Iteration 0F: 2 clusters Score -660204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -653278.062500 Penalty: 841.596191
	Iteration 0F: 3 clusters Score -653278.1 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -656165.687500 Penalty: 841.596191
	Iteration 1F: 3 clusters Score -656165.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -656607.187500 Penalty: 841.596191
	Iteration 2F: 3 clusters Score -656607.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -657204.687500 Penalty: 841.596191
	Iteration 3F: 3 clusters Score -657204.7 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -657953.562500 Penalty: 841.596191
	Iteration 4F: 3 clusters Score -657953.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -658757.562500 Penalty: 841.596191
	Iteration 5F: 3 clusters Score -658757.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -659348.750000 Penalty: 841.596191
	Iteration 6F: 3 clusters Score -659348.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -659576.562500 Penalty: 841.596191
	Iteration 7Q: 3 clusters Score -659576.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -659687.062500 Penalty: 841.596191
	Iteration 8Q: 3 clusters Score -659687.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -659741.812500 Penalty: 841.596191
	Iteration 9Q: 3 clusters Score -659741.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -659767.125000 Penalty: 841.596191
	Iteration 10Q: 3 clusters Score -659767.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -659780.500000 Penalty: 841.596191
	Iteration 11Q: 3 clusters Score -659780.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -659796.750000 Penalty: 841.596191
	Iteration 12Q: 3 clusters Score -659796.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -659805.437500 Penalty: 841.596191
	Iteration 13Q: 3 clusters Score -659805.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -659809.125000 Penalty: 841.596191
	Iteration 14Q: 3 clusters Score -659809.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -659813.875000 Penalty: 841.596191
	Iteration 15Q: 3 clusters Score -659813.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -659819.500000 Penalty: 841.596191
	Iteration 16Q: 3 clusters Score -659819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -659823.250000 Penalty: 841.596191
	Iteration 17Q: 3 clusters Score -659823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -659824.937500 Penalty: 841.596191
	Iteration 18Q: 3 clusters Score -659824.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -659828.812500 Penalty: 841.596191
	Iteration 19Q: 3 clusters Score -659828.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -659829.187500 Penalty: 841.596191
	Iteration 20F: 3 clusters Score -659829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -659830.562500 Penalty: 841.596191
	Iteration 21Q: 3 clusters Score -659830.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -659833.937500 Penalty: 841.596191
	Iteration 22Q: 3 clusters Score -659833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -659836.500000 Penalty: 841.596191
	Iteration 23Q: 3 clusters Score -659836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -659835.562500 Penalty: 841.596191
	Iteration 24Q: 3 clusters Score -659835.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -659839.250000 Penalty: 841.596191
	Iteration 25Q: 3 clusters Score -659839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -659841.687500 Penalty: 841.596191
	Iteration 26Q: 3 clusters Score -659841.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -659845.125000 Penalty: 841.596191
	Iteration 27Q: 3 clusters Score -659845.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -659848.437500 Penalty: 841.596191
	Iteration 28Q: 3 clusters Score -659848.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -659852.437500 Penalty: 841.596191
	Iteration 29Q: 3 clusters Score -659852.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -659852.687500 Penalty: 841.596191
	Iteration 30Q: 3 clusters Score -659852.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -659855.312500 Penalty: 841.596191
	Iteration 31Q: 3 clusters Score -659855.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -659856.062500 Penalty: 841.596191
	Iteration 32Q: 3 clusters Score -659856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -659858.312500 Penalty: 841.596191
	Iteration 33Q: 3 clusters Score -659858.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -659859.500000 Penalty: 841.596191
	Iteration 34Q: 3 clusters Score -659859.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -659859.625000 Penalty: 841.596191
	Iteration 35Q: 3 clusters Score -659859.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -659862.500000 Penalty: 841.596191
	Iteration 36Q: 3 clusters Score -659862.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -659862.937500 Penalty: 841.596191
	Iteration 37Q: 3 clusters Score -659862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -659863.187500 Penalty: 841.596191
	Iteration 38Q: 3 clusters Score -659863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -659864.875000 Penalty: 841.596191
	Iteration 39Q: 3 clusters Score -659864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -659866.312500 Penalty: 841.596191
	Iteration 40F: 3 clusters Score -659866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -659867.062500 Penalty: 841.596191
	Iteration 41Q: 3 clusters Score -659867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -659866.687500 Penalty: 841.596191
	Iteration 42Q: 3 clusters Score -659866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -659866.937500 Penalty: 841.596191
	Iteration 43Q: 3 clusters Score -659866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -659867.375000 Penalty: 841.596191
	Iteration 44Q: 3 clusters Score -659867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -659868.062500 Penalty: 841.596191
	Iteration 45Q: 3 clusters Score -659868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -659867.500000 Penalty: 841.596191
	Iteration 46Q: 3 clusters Score -659867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -659868.562500 Penalty: 841.596191
	Iteration 47Q: 3 clusters Score -659868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -659869.000000 Penalty: 841.596191
	Iteration 48Q: 3 clusters Score -659869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -659869.437500 Penalty: 841.596191
	Iteration 49Q: 3 clusters Score -659869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -659868.687500 Penalty: 841.596191
	Iteration 50Q: 3 clusters Score -659868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -659868.187500 Penalty: 841.596191
	Iteration 51Q: 3 clusters Score -659868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -659868.187500 Penalty: 841.596191
	Iteration 52F: 3 clusters Score -659868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Entering Unmasked Estep 
Score: -2872345.500000 Penalty: 485.873444
	Iteration 0F: 2 clusters Score -2872346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2843835.250000 Penalty: 971.746887
	Iteration 0F: 3 clusters Score -2843835 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2856016.750000 Penalty: 971.746887
	Iteration 1F: 3 clusters Score -2856017 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2856715.250000 Penalty: 971.746887
	Iteration 2Q: 3 clusters Score -2856715 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2857739.000000 Penalty: 971.746887
	Iteration 3F: 3 clusters Score -2857739 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -2859288.500000 Penalty: 971.746887
	Iteration 4F: 3 clusters Score -2859288 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -2861519.250000 Penalty: 971.746887
	Iteration 5F: 3 clusters Score -2861519 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -2864285.000000 Penalty: 971.746887
	Iteration 6F: 3 clusters Score -2864285 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -2867161.500000 Penalty: 971.746887
	Iteration 7F: 3 clusters Score -2867162 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -2869230.750000 Penalty: 971.746887
	Iteration 8F: 3 clusters Score -2869231 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -2870356.500000 Penalty: 971.746887
	Iteration 9Q: 3 clusters Score -2870356 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -2871043.250000 Penalty: 971.746887
	Iteration 10Q: 3 clusters Score -2871043 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -2871416.000000 Penalty: 971.746887
	Iteration 11Q: 3 clusters Score -2871416 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -2871615.750000 Penalty: 971.746887
	Iteration 12Q: 3 clusters Score -2871616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -2871725.750000 Penalty: 971.746887
	Iteration 13Q: 3 clusters Score -2871726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -2871791.750000 Penalty: 971.746887
	Iteration 14Q: 3 clusters Score -2871792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -2871810.250000 Penalty: 971.746887
	Iteration 15Q: 3 clusters Score -2871810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -2871828.250000 Penalty: 971.746887
	Iteration 16Q: 3 clusters Score -2871828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -2871838.500000 Penalty: 971.746887
	Iteration 17Q: 3 clusters Score -2871838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -2871841.750000 Penalty: 971.746887
	Iteration 18Q: 3 clusters Score -2871842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -2871846.500000 Penalty: 971.746887
	Iteration 19Q: 3 clusters Score -2871846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -2871851.750000 Penalty: 971.746887
	Iteration 20F: 3 clusters Score -2871852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -2871850.000000 Penalty: 971.746887
	Iteration 21Q: 3 clusters Score -2871850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -2871850.500000 Penalty: 971.746887
	Iteration 22Q: 3 clusters Score -2871850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -2871852.000000 Penalty: 971.746887
	Iteration 23Q: 3 clusters Score -2871852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -2871852.000000 Penalty: 971.746887
	Iteration 24F: 3 clusters Score -2871852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -114137.257812 Penalty: 340.410797
	Iteration 0F: 2 clusters Score -114137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -112847.125000 Penalty: 680.821594
	Iteration 0F: 3 clusters Score -112847.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113259.812500 Penalty: 680.821594
	Iteration 1F: 3 clusters Score -113259.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -113368.632812 Penalty: 680.821594
	Iteration 2F: 3 clusters Score -113368.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113452.984375 Penalty: 680.821594
	Iteration 3F: 3 clusters Score -113453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113528.000000 Penalty: 680.821594
	Iteration 4F: 3 clusters Score -113528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113603.250000 Penalty: 680.821594
	Iteration 5Q: 3 clusters Score -113603.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113656.406250 Penalty: 680.821594
	Iteration 6Q: 3 clusters Score -113656.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113693.000000 Penalty: 680.821594
	Iteration 7Q: 3 clusters Score -113693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -113728.312500 Penalty: 680.821594
	Iteration 8Q: 3 clusters Score -113728.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -113745.468750 Penalty: 680.821594
	Iteration 9Q: 3 clusters Score -113745.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -113759.875000 Penalty: 680.821594
	Iteration 10Q: 3 clusters Score -113759.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113771.890625 Penalty: 680.821594
	Iteration 11Q: 3 clusters Score -113771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -113782.148438 Penalty: 680.821594
	Iteration 12Q: 3 clusters Score -113782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -113791.460938 Penalty: 680.821594
	Iteration 13Q: 3 clusters Score -113791.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -113799.718750 Penalty: 680.821594
	Iteration 14Q: 3 clusters Score -113799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -113803.921875 Penalty: 680.821594
	Iteration 15Q: 3 clusters Score -113803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -113806.531250 Penalty: 680.821594
	Iteration 16Q: 3 clusters Score -113806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -113807.460938 Penalty: 680.821594
	Iteration 17Q: 3 clusters Score -113807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -113809.226562 Penalty: 680.821594
	Iteration 18Q: 3 clusters Score -113809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -113810.929688 Penalty: 680.821594
	Iteration 19Q: 3 clusters Score -113810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -113811.867188 Penalty: 680.821594
	Iteration 20F: 3 clusters Score -113811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -113812.054688 Penalty: 680.821594
	Iteration 21Q: 3 clusters Score -113812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -113812.273438 Penalty: 680.821594
	Iteration 22Q: 3 clusters Score -113812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -113812.273438 Penalty: 680.821594
	Iteration 23F: 3 clusters Score -113812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -297623.531250 Penalty: 383.777985
	Iteration 0F: 2 clusters Score -297623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -294447.562500 Penalty: 767.555969
	Iteration 0F: 3 clusters Score -294447.6 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -295747.812500 Penalty: 767.555969
	Iteration 1F: 3 clusters Score -295747.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -295907.406250 Penalty: 767.555969
	Iteration 2F: 3 clusters Score -295907.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -296054.437500 Penalty: 767.555969
	Iteration 3F: 3 clusters Score -296054.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -296199.406250 Penalty: 767.555969
	Iteration 4Q: 3 clusters Score -296199.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -296378.562500 Penalty: 767.555969
	Iteration 5Q: 3 clusters Score -296378.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -296570.562500 Penalty: 767.555969
	Iteration 6F: 3 clusters Score -296570.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -296703.468750 Penalty: 767.555969
	Iteration 7Q: 3 clusters Score -296703.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -296795.375000 Penalty: 767.555969
	Iteration 8Q: 3 clusters Score -296795.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -296857.062500 Penalty: 767.555969
	Iteration 9Q: 3 clusters Score -296857.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -296901.250000 Penalty: 767.555969
	Iteration 10Q: 3 clusters Score -296901.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -296926.406250 Penalty: 767.555969
	Iteration 11Q: 3 clusters Score -296926.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -296948.406250 Penalty: 767.555969
	Iteration 12Q: 3 clusters Score -296948.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -296969.218750 Penalty: 767.555969
	Iteration 13Q: 3 clusters Score -296969.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -296989.656250 Penalty: 767.555969
	Iteration 14Q: 3 clusters Score -296989.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -297006.562500 Penalty: 767.555969
	Iteration 15Q: 3 clusters Score -297006.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -297025.875000 Penalty: 767.555969
	Iteration 16Q: 3 clusters Score -297025.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -297046.000000 Penalty: 767.555969
	Iteration 17Q: 3 clusters Score -297046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -297067.062500 Penalty: 767.555969
	Iteration 18Q: 3 clusters Score -297067.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -297093.687500 Penalty: 767.555969
	Iteration 19Q: 3 clusters Score -297093.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -297123.656250 Penalty: 767.555969
	Iteration 20F: 3 clusters Score -297123.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -297147.968750 Penalty: 767.555969
	Iteration 21Q: 3 clusters Score -297148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -297165.343750 Penalty: 767.555969
	Iteration 22Q: 3 clusters Score -297165.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -297188.406250 Penalty: 767.555969
	Iteration 23Q: 3 clusters Score -297188.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -297209.843750 Penalty: 767.555969
	Iteration 24Q: 3 clusters Score -297209.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -297227.812500 Penalty: 767.555969
	Iteration 25Q: 3 clusters Score -297227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -297242.562500 Penalty: 767.555969
	Iteration 26Q: 3 clusters Score -297242.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -297251.250000 Penalty: 767.555969
	Iteration 27Q: 3 clusters Score -297251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -297259.500000 Penalty: 767.555969
	Iteration 28Q: 3 clusters Score -297259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -297262.843750 Penalty: 767.555969
	Iteration 29Q: 3 clusters Score -297262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -297268.437500 Penalty: 767.555969
	Iteration 30Q: 3 clusters Score -297268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -297275.343750 Penalty: 767.555969
	Iteration 31Q: 3 clusters Score -297275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -297278.125000 Penalty: 767.555969
	Iteration 32Q: 3 clusters Score -297278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -297279.468750 Penalty: 767.555969
	Iteration 33Q: 3 clusters Score -297279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -297281.375000 Penalty: 767.555969
	Iteration 34Q: 3 clusters Score -297281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -297284.500000 Penalty: 767.555969
	Iteration 35Q: 3 clusters Score -297284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -297286.343750 Penalty: 767.555969
	Iteration 36Q: 3 clusters Score -297286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -297290.593750 Penalty: 767.555969
	Iteration 37Q: 3 clusters Score -297290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -297292.625000 Penalty: 767.555969
	Iteration 38Q: 3 clusters Score -297292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -297295.156250 Penalty: 767.555969
	Iteration 39Q: 3 clusters Score -297295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -297298.187500 Penalty: 767.555969
	Iteration 40F: 3 clusters Score -297298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -297300.093750 Penalty: 767.555969
	Iteration 41Q: 3 clusters Score -297300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -297301.250000 Penalty: 767.555969
	Iteration 42Q: 3 clusters Score -297301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -297301.281250 Penalty: 767.555969
	Iteration 43Q: 3 clusters Score -297301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -297301.281250 Penalty: 767.555969
	Iteration 44F: 3 clusters Score -297301.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5878.686035 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5878.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5643.158203 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5643.158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5699.261719 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5699.262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5722.830078 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5722.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5735.236328 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5735.236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5749.986328 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5749.986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5761.019531 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5761.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5764.607422 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5764.607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5768.116211 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -5768.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5768.116211 Penalty: 445.021759
	Iteration 8F: 3 clusters Score -5768.116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Entering Unmasked Estep 
Score: -2962888.750000 Penalty: 489.700897
	Iteration 0F: 2 clusters Score -2962889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2931719.000000 Penalty: 979.401794
	Iteration 0F: 3 clusters Score -2931719 nChanged 22766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2945736.250000 Penalty: 979.401794
	Iteration 1F: 3 clusters Score -2945736 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2946729.250000 Penalty: 979.401794
	Iteration 2Q: 3 clusters Score -2946729 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2948079.000000 Penalty: 979.401794
	Iteration 3F: 3 clusters Score -2948079 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2949978.750000 Penalty: 979.401794
	Iteration 4F: 3 clusters Score -2949979 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -2952352.750000 Penalty: 979.401794
	Iteration 5F: 3 clusters Score -2952353 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2954308.750000 Penalty: 979.401794
	Iteration 6F: 3 clusters Score -2954309 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -2955236.750000 Penalty: 979.401794
	Iteration 7Q: 3 clusters Score -2955237 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -2955541.000000 Penalty: 979.401794
	Iteration 8Q: 3 clusters Score -2955541 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -2955733.000000 Penalty: 979.401794
	Iteration 9Q: 3 clusters Score -2955733 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -2955932.000000 Penalty: 979.401794
	Iteration 10Q: 3 clusters Score -2955932 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2956125.750000 Penalty: 979.401794
	Iteration 11Q: 3 clusters Score -2956126 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -2956368.750000 Penalty: 979.401794
	Iteration 12Q: 3 clusters Score -2956369 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -2956645.500000 Penalty: 979.401794
	Iteration 13Q: 3 clusters Score -2956646 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -2956918.750000 Penalty: 979.401794
	Iteration 14Q: 3 clusters Score -2956919 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -2957227.750000 Penalty: 979.401794
	Iteration 15Q: 3 clusters Score -2957228 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -2957574.500000 Penalty: 979.401794
	Iteration 16Q: 3 clusters Score -2957574 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -2957953.250000 Penalty: 979.401794
	Iteration 17Q: 3 clusters Score -2957953 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -2958365.000000 Penalty: 979.401794
	Iteration 18Q: 3 clusters Score -2958365 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -2958819.500000 Penalty: 979.401794
	Iteration 19Q: 3 clusters Score -2958820 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -2959255.000000 Penalty: 979.401794
	Iteration 20F: 3 clusters Score -2959255 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -2959689.500000 Penalty: 979.401794
	Iteration 21Q: 3 clusters Score -2959690 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -2960115.750000 Penalty: 979.401794
	Iteration 22Q: 3 clusters Score -2960116 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -2960472.000000 Penalty: 979.401794
	Iteration 23Q: 3 clusters Score -2960472 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -2960821.750000 Penalty: 979.401794
	Iteration 24Q: 3 clusters Score -2960822 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -2961166.250000 Penalty: 979.401794
	Iteration 25Q: 3 clusters Score -2961166 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -2961445.750000 Penalty: 979.401794
	Iteration 26Q: 3 clusters Score -2961446 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -2961643.000000 Penalty: 979.401794
	Iteration 27Q: 3 clusters Score -2961643 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -2961817.500000 Penalty: 979.401794
	Iteration 28Q: 3 clusters Score -2961818 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -2961964.750000 Penalty: 979.401794
	Iteration 29Q: 3 clusters Score -2961965 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -2962088.000000 Penalty: 979.401794
	Iteration 30Q: 3 clusters Score -2962088 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -2962180.250000 Penalty: 979.401794
	Iteration 31Q: 3 clusters Score -2962180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -2962230.750000 Penalty: 979.401794
	Iteration 32Q: 3 clusters Score -2962231 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -2962286.750000 Penalty: 979.401794
	Iteration 33Q: 3 clusters Score -2962287 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -2962341.500000 Penalty: 979.401794
	Iteration 34Q: 3 clusters Score -2962342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -2962380.000000 Penalty: 979.401794
	Iteration 35Q: 3 clusters Score -2962380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -2962423.000000 Penalty: 979.401794
	Iteration 36Q: 3 clusters Score -2962423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -2962463.500000 Penalty: 979.401794
	Iteration 37Q: 3 clusters Score -2962464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -2962483.250000 Penalty: 979.401794
	Iteration 38Q: 3 clusters Score -2962483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -2962496.000000 Penalty: 979.401794
	Iteration 39Q: 3 clusters Score -2962496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -2962509.000000 Penalty: 979.401794
	Iteration 40F: 3 clusters Score -2962509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -2962514.250000 Penalty: 979.401794
	Iteration 41Q: 3 clusters Score -2962514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -2962513.000000 Penalty: 979.401794
	Iteration 42Q: 3 clusters Score -2962513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -2962523.750000 Penalty: 979.401794
	Iteration 43Q: 3 clusters Score -2962524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -2962519.750000 Penalty: 979.401794
	Iteration 44Q: 3 clusters Score -2962520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -2962528.750000 Penalty: 979.401794
	Iteration 45Q: 3 clusters Score -2962529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -2962534.750000 Penalty: 979.401794
	Iteration 46Q: 3 clusters Score -2962535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -2962544.750000 Penalty: 979.401794
	Iteration 47Q: 3 clusters Score -2962545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -2962549.750000 Penalty: 979.401794
	Iteration 48Q: 3 clusters Score -2962550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -2962558.000000 Penalty: 979.401794
	Iteration 49Q: 3 clusters Score -2962558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -2962556.750000 Penalty: 979.401794
	Iteration 50Q: 3 clusters Score -2962557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -2962556.250000 Penalty: 979.401794
	Iteration 51Q: 3 clusters Score -2962556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -2962556.250000 Penalty: 979.401794
	Iteration 52F: 3 clusters Score -2962556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -3260.409180 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -3260.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3114.603516 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3114.604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3152.054688 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -3152.055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3196.220947 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -3196.221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3208.765137 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -3208.765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3216.201904 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -3216.202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3229.880371 Penalty: 411.482758
	Iteration 5Q: 3 clusters Score -3229.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3250.201660 Penalty: 411.482758
	Iteration 6Q: 3 clusters Score -3250.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3250.201660 Penalty: 411.482758
	Iteration 7F: 3 clusters Score -3250.202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -51684.527344 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -51684.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50987.214844 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -50987.21 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51167.523438 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -51167.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51226.835938 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -51226.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51272.511719 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -51272.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51316.839844 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -51316.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51340.527344 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -51340.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51353.183594 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -51353.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51369.628906 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -51369.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51379.625000 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -51379.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51384.960938 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -51384.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51390.785156 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -51390.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51394.429688 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -51394.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51397.496094 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -51397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51399.812500 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -51399.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51401.234375 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -51401.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51402.171875 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -51402.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51402.171875 Penalty: 610.213135
	Iteration 16F: 3 clusters Score -51402.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Entering Unmasked Estep 
Score: -1015215.687500 Penalty: 439.140076
	Iteration 0F: 2 clusters Score -1015216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1004829.437500 Penalty: 878.280151
	Iteration 0F: 3 clusters Score -1004829 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1009000.375000 Penalty: 878.280151
	Iteration 1F: 3 clusters Score -1009000 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1009322.937500 Penalty: 878.280151
	Iteration 2F: 3 clusters Score -1009323 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1009757.437500 Penalty: 878.280151
	Iteration 3F: 3 clusters Score -1009757 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1010339.250000 Penalty: 878.280151
	Iteration 4F: 3 clusters Score -1010339 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1011144.250000 Penalty: 878.280151
	Iteration 5F: 3 clusters Score -1011144 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1012020.375000 Penalty: 878.280151
	Iteration 6F: 3 clusters Score -1012020 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1012608.062500 Penalty: 878.280151
	Iteration 7F: 3 clusters Score -1012608 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1012816.687500 Penalty: 878.280151
	Iteration 8Q: 3 clusters Score -1012817 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1012898.312500 Penalty: 878.280151
	Iteration 9Q: 3 clusters Score -1012898 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1012953.562500 Penalty: 878.280151
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1013339 nChanged 243
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Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1013420 nChanged 211
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Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1013570 nChanged 235
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1013721 nChanged 178
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Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1013768 nChanged 162
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Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1013813 nChanged 153
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Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1013850 nChanged 153
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Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1013961 nChanged 85
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Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1013975 nChanged 80
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Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4315 members 
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	Iteration 31Q: 3 clusters Score -1014002 nChanged 80
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Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1014014 nChanged 72
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Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1014024 nChanged 73
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Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4094 members 
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	Iteration 34Q: 3 clusters Score -1014035 nChanged 72
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Mstep: Class 1 contains 11522 members 
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	Iteration 35Q: 3 clusters Score -1014047 nChanged 74
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Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3948 members 
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3854 members 
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	Iteration 37Q: 3 clusters Score -1014081 nChanged 85
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Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3769 members 
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	Iteration 38Q: 3 clusters Score -1014095 nChanged 80
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Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3689 members 
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	Iteration 39Q: 3 clusters Score -1014105 nChanged 72
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Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3617 members 
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	Iteration 40F: 3 clusters Score -1014119 nChanged 66
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Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3551 members 
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	Iteration 41Q: 3 clusters Score -1014125 nChanged 82
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3469 members 
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	Iteration 42Q: 3 clusters Score -1014137 nChanged 88
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Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3381 members 
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	Iteration 43Q: 3 clusters Score -1014151 nChanged 92
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Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3289 members 
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	Iteration 44Q: 3 clusters Score -1014171 nChanged 89
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Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3202 members 
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Mstep: Class 1 contains 12431 members 
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Mstep: Class 1 contains 12527 members 
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Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2933 members 
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Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2846 members 
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	Iteration 49Q: 3 clusters Score -1014268 nChanged 83
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Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2763 members 
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	Iteration 50Q: 3 clusters Score -1014285 nChanged 71
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Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2692 members 
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	Iteration 51Q: 3 clusters Score -1014292 nChanged 69
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Mstep: Class 1 contains 12921 members 
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	Iteration 52Q: 3 clusters Score -1014302 nChanged 68
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Mstep: Class 1 contains 12989 members 
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	Iteration 53Q: 3 clusters Score -1014312 nChanged 83
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Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2472 members 
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	Iteration 54Q: 3 clusters Score -1014332 nChanged 82
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Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2390 members 
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	Iteration 55Q: 3 clusters Score -1014356 nChanged 95
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Mstep: Class 1 contains 13249 members 
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	Iteration 56Q: 3 clusters Score -1014377 nChanged 74
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Mstep: Class 1 contains 13321 members 
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	Iteration 57Q: 3 clusters Score -1014388 nChanged 56
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Mstep: Class 1 contains 13377 members 
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	Iteration 58Q: 3 clusters Score -1014396 nChanged 54
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Mstep: Class 1 contains 13431 members 
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	Iteration 59Q: 3 clusters Score -1014405 nChanged 56
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Mstep: Class 1 contains 13487 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1014418 nChanged 54
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Mstep: Class 1 contains 13541 members 
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	Iteration 61Q: 3 clusters Score -1014423 nChanged 74
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Mstep: Class 1 contains 13615 members 
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	Iteration 62Q: 3 clusters Score -1014437 nChanged 66
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Mstep: Class 1 contains 13681 members 
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	Iteration 63Q: 3 clusters Score -1014451 nChanged 63
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Mstep: Class 1 contains 13742 members 
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	Iteration 64Q: 3 clusters Score -1014468 nChanged 60
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Mstep: Class 1 contains 13802 members 
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	Iteration 65Q: 3 clusters Score -1014480 nChanged 66
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Mstep: Class 1 contains 13868 members 
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	Iteration 66Q: 3 clusters Score -1014493 nChanged 62
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Mstep: Class 1 contains 13930 members 
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	Iteration 67Q: 3 clusters Score -1014506 nChanged 52
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	Iteration 68Q: 3 clusters Score -1014510 nChanged 61
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	Iteration 69Q: 3 clusters Score -1014522 nChanged 46
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Mstep: Class 1 contains 14089 members 
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	Iteration 70Q: 3 clusters Score -1014532 nChanged 49
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Mstep: Class 1 contains 14138 members 
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	Iteration 71Q: 3 clusters Score -1014546 nChanged 55
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Mstep: Class 1 contains 14193 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1014557 nChanged 63
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Mstep: Class 1 contains 14252 members 
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	Iteration 73Q: 3 clusters Score -1014570 nChanged 61
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Mstep: Class 1 contains 14313 members 
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	Iteration 74Q: 3 clusters Score -1014583 nChanged 64
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Mstep: Class 1 contains 14377 members 
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	Iteration 75Q: 3 clusters Score -1014600 nChanged 63
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Mstep: Class 1 contains 14438 members 
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	Iteration 76Q: 3 clusters Score -1014624 nChanged 71
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Mstep: Class 1 contains 14509 members 
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	Iteration 77Q: 3 clusters Score -1014652 nChanged 76
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	Iteration 78Q: 3 clusters Score -1014679 nChanged 71
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Mstep: Class 2 contains 892 members 
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	Iteration 79Q: 3 clusters Score -1014706 nChanged 64
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	Iteration 80F: 3 clusters Score -1014731 nChanged 60
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Mstep: Class 2 contains 776 members 
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	Iteration 81Q: 3 clusters Score -1014754 nChanged 40
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Mstep: Class 1 contains 14804 members 
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Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 697 members 
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	Iteration 83Q: 3 clusters Score -1014783 nChanged 41
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	Iteration 84Q: 3 clusters Score -1014807 nChanged 36
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	Iteration 85Q: 3 clusters Score -1014824 nChanged 28
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	Iteration 86Q: 3 clusters Score -1014840 nChanged 22
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	Iteration 87Q: 3 clusters Score -1014847 nChanged 15
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Mstep: Class 2 contains 560 members 
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	Iteration 89Q: 3 clusters Score -1014856 nChanged 12
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	Iteration 91Q: 3 clusters Score -1014858 nChanged 10
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	Iteration 92Q: 3 clusters Score -1014862 nChanged 9
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	Iteration 93Q: 3 clusters Score -1014864 nChanged 7
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	Iteration 94Q: 3 clusters Score -1014865 nChanged 5
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	Iteration 95Q: 3 clusters Score -1014866 nChanged 8
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	Iteration 96Q: 3 clusters Score -1014868 nChanged 8
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	Iteration 97Q: 3 clusters Score -1014868 nChanged 8
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	Iteration 98Q: 3 clusters Score -1014869 nChanged 6
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	Iteration 99Q: 3 clusters Score -1014869 nChanged 6
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	Iteration 100F: 3 clusters Score -1014870 nChanged 6
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1014872 nChanged 11
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	Iteration 102Q: 3 clusters Score -1014876 nChanged 7
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Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1014878.625000 Penalty: 878.280151
	Iteration 103Q: 3 clusters Score -1014879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1014882.125000 Penalty: 878.280151
	Iteration 104Q: 3 clusters Score -1014882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1014883.937500 Penalty: 878.280151
	Iteration 105Q: 3 clusters Score -1014884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1014882.312500 Penalty: 878.280151
	Iteration 106Q: 3 clusters Score -1014882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1014883.687500 Penalty: 878.280151
	Iteration 107Q: 3 clusters Score -1014884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1014884.312500 Penalty: 878.280151
	Iteration 108Q: 3 clusters Score -1014884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1014885.000000 Penalty: 878.280151
	Iteration 109Q: 3 clusters Score -1014885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1014886.750000 Penalty: 878.280151
	Iteration 110Q: 3 clusters Score -1014887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1014886.750000 Penalty: 878.280151
	Iteration 111F: 3 clusters Score -1014887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Entering Unmasked Estep 
Score: -4097116.000000 Penalty: 504.601440
	Iteration 0F: 2 clusters Score -4097116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4054791.500000 Penalty: 1009.202881
	Iteration 0F: 3 clusters Score -4054792 nChanged 31882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4076079.750000 Penalty: 1009.202881
	Iteration 1F: 3 clusters Score -4076080 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4078543.000000 Penalty: 1009.202881
	Iteration 2F: 3 clusters Score -4078543 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4082066.500000 Penalty: 1009.202881
	Iteration 3F: 3 clusters Score -4082066 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4085272.500000 Penalty: 1009.202881
	Iteration 4F: 3 clusters Score -4085272 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4086706.250000 Penalty: 1009.202881
	Iteration 5Q: 3 clusters Score -4086706 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4087065.500000 Penalty: 1009.202881
	Iteration 6Q: 3 clusters Score -4087066 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4087189.500000 Penalty: 1009.202881
	Iteration 7Q: 3 clusters Score -4087190 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4087299.250000 Penalty: 1009.202881
	Iteration 8Q: 3 clusters Score -4087299 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -4087450.750000 Penalty: 1009.202881
	Iteration 9Q: 3 clusters Score -4087451 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -4087669.750000 Penalty: 1009.202881
	Iteration 10Q: 3 clusters Score -4087670 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -4087909.750000 Penalty: 1009.202881
	Iteration 11Q: 3 clusters Score -4087910 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -4088231.750000 Penalty: 1009.202881
	Iteration 12Q: 3 clusters Score -4088232 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -4088499.250000 Penalty: 1009.202881
	Iteration 13Q: 3 clusters Score -4088499 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -4088854.250000 Penalty: 1009.202881
	Iteration 14Q: 3 clusters Score -4088854 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -4089251.250000 Penalty: 1009.202881
	Iteration 15Q: 3 clusters Score -4089251 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -4089686.500000 Penalty: 1009.202881
	Iteration 16Q: 3 clusters Score -4089686 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -4090194.000000 Penalty: 1009.202881
	Iteration 17Q: 3 clusters Score -4090194 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -4090757.250000 Penalty: 1009.202881
	Iteration 18Q: 3 clusters Score -4090757 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -4091323.500000 Penalty: 1009.202881
	Iteration 19Q: 3 clusters Score -4091324 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -4092003.250000 Penalty: 1009.202881
	Iteration 20F: 3 clusters Score -4092003 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -4092642.500000 Penalty: 1009.202881
	Iteration 21Q: 3 clusters Score -4092642 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -4093206.250000 Penalty: 1009.202881
	Iteration 22Q: 3 clusters Score -4093206 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -4093821.750000 Penalty: 1009.202881
	Iteration 23Q: 3 clusters Score -4093822 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -4094469.750000 Penalty: 1009.202881
	Iteration 24Q: 3 clusters Score -4094470 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -4094945.500000 Penalty: 1009.202881
	Iteration 25Q: 3 clusters Score -4094946 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -4095381.000000 Penalty: 1009.202881
	Iteration 26Q: 3 clusters Score -4095381 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -4095738.750000 Penalty: 1009.202881
	Iteration 27Q: 3 clusters Score -4095739 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -4095979.750000 Penalty: 1009.202881
	Iteration 28Q: 3 clusters Score -4095980 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -4096212.250000 Penalty: 1009.202881
	Iteration 29Q: 3 clusters Score -4096212 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -4096304.000000 Penalty: 1009.202881
	Iteration 30Q: 3 clusters Score -4096304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -4096447.750000 Penalty: 1009.202881
	Iteration 31Q: 3 clusters Score -4096448 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -4096565.000000 Penalty: 1009.202881
	Iteration 32Q: 3 clusters Score -4096565 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -4096634.000000 Penalty: 1009.202881
	Iteration 33Q: 3 clusters Score -4096634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -4096662.250000 Penalty: 1009.202881
	Iteration 34Q: 3 clusters Score -4096662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -4096664.250000 Penalty: 1009.202881
	Iteration 35Q: 3 clusters Score -4096664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -4096679.000000 Penalty: 1009.202881
	Iteration 36Q: 3 clusters Score -4096679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -4096687.500000 Penalty: 1009.202881
	Iteration 37Q: 3 clusters Score -4096688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -4096690.250000 Penalty: 1009.202881
	Iteration 38Q: 3 clusters Score -4096690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -4096699.250000 Penalty: 1009.202881
	Iteration 39Q: 3 clusters Score -4096699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -4096716.750000 Penalty: 1009.202881
	Iteration 40F: 3 clusters Score -4096717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -4096720.750000 Penalty: 1009.202881
	Iteration 41Q: 3 clusters Score -4096721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -4096731.750000 Penalty: 1009.202881
	Iteration 42Q: 3 clusters Score -4096732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -4096734.500000 Penalty: 1009.202881
	Iteration 43Q: 3 clusters Score -4096734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -4096734.000000 Penalty: 1009.202881
	Iteration 44Q: 3 clusters Score -4096734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -4096736.000000 Penalty: 1009.202881
	Iteration 45Q: 3 clusters Score -4096736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -4096735.750000 Penalty: 1009.202881
	Iteration 46Q: 3 clusters Score -4096736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -4096734.750000 Penalty: 1009.202881
	Iteration 47Q: 3 clusters Score -4096735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -4096734.750000 Penalty: 1009.202881
	Iteration 48F: 3 clusters Score -4096735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -11368.572266 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -11368.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11071.173828 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -11071.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11137.090820 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -11137.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11154.391602 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -11154.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11168.678711 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -11168.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11175.211914 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -11175.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11178.132812 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -11178.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11180.010742 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -11180.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11180.010742 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -11180.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Entering Unmasked Estep 
Score: -961350.062500 Penalty: 436.042480
	Iteration 0F: 2 clusters Score -961350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -951693.187500 Penalty: 872.084961
	Iteration 0F: 3 clusters Score -951693.2 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -955568.000000 Penalty: 872.084961
	Iteration 1F: 3 clusters Score -955568 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -955866.687500 Penalty: 872.084961
	Iteration 2F: 3 clusters Score -955866.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -956311.562500 Penalty: 872.084961
	Iteration 3F: 3 clusters Score -956311.6 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -957035.500000 Penalty: 872.084961
	Iteration 4F: 3 clusters Score -957035.5 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -958096.875000 Penalty: 872.084961
	Iteration 5F: 3 clusters Score -958096.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -959217.875000 Penalty: 872.084961
	Iteration 6F: 3 clusters Score -959217.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -960048.750000 Penalty: 872.084961
	Iteration 7F: 3 clusters Score -960048.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -960490.437500 Penalty: 872.084961
	Iteration 8Q: 3 clusters Score -960490.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -960643.125000 Penalty: 872.084961
	Iteration 9Q: 3 clusters Score -960643.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -960720.625000 Penalty: 872.084961
	Iteration 10Q: 3 clusters Score -960720.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -960780.312500 Penalty: 872.084961
	Iteration 11Q: 3 clusters Score -960780.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -960828.125000 Penalty: 872.084961
	Iteration 12Q: 3 clusters Score -960828.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -960853.187500 Penalty: 872.084961
	Iteration 13Q: 3 clusters Score -960853.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -960878.437500 Penalty: 872.084961
	Iteration 14Q: 3 clusters Score -960878.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -960900.125000 Penalty: 872.084961
	Iteration 15Q: 3 clusters Score -960900.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -960913.375000 Penalty: 872.084961
	Iteration 16Q: 3 clusters Score -960913.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -960921.750000 Penalty: 872.084961
	Iteration 17Q: 3 clusters Score -960921.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -960934.312500 Penalty: 872.084961
	Iteration 18Q: 3 clusters Score -960934.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -960941.562500 Penalty: 872.084961
	Iteration 19Q: 3 clusters Score -960941.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -960949.875000 Penalty: 872.084961
	Iteration 20F: 3 clusters Score -960949.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -960953.562500 Penalty: 872.084961
	Iteration 21Q: 3 clusters Score -960953.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -960959.125000 Penalty: 872.084961
	Iteration 22Q: 3 clusters Score -960959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -960959.687500 Penalty: 872.084961
	Iteration 23Q: 3 clusters Score -960959.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -960962.625000 Penalty: 872.084961
	Iteration 24Q: 3 clusters Score -960962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -960962.500000 Penalty: 872.084961
	Iteration 25Q: 3 clusters Score -960962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -960963.937500 Penalty: 872.084961
	Iteration 26Q: 3 clusters Score -960963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -960966.187500 Penalty: 872.084961
	Iteration 27Q: 3 clusters Score -960966.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -960967.625000 Penalty: 872.084961
	Iteration 28Q: 3 clusters Score -960967.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -960972.312500 Penalty: 872.084961
	Iteration 29Q: 3 clusters Score -960972.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -960976.375000 Penalty: 872.084961
	Iteration 30Q: 3 clusters Score -960976.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -960982.937500 Penalty: 872.084961
	Iteration 31Q: 3 clusters Score -960982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -960984.687500 Penalty: 872.084961
	Iteration 32Q: 3 clusters Score -960984.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -960982.750000 Penalty: 872.084961
	Iteration 33Q: 3 clusters Score -960982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -960984.625000 Penalty: 872.084961
	Iteration 34Q: 3 clusters Score -960984.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -960987.125000 Penalty: 872.084961
	Iteration 35Q: 3 clusters Score -960987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -960990.187500 Penalty: 872.084961
	Iteration 36Q: 3 clusters Score -960990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -960991.437500 Penalty: 872.084961
	Iteration 37Q: 3 clusters Score -960991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -960992.125000 Penalty: 872.084961
	Iteration 38Q: 3 clusters Score -960992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -960997.000000 Penalty: 872.084961
	Iteration 39Q: 3 clusters Score -960997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -960997.687500 Penalty: 872.084961
	Iteration 40F: 3 clusters Score -960997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -960998.562500 Penalty: 872.084961
	Iteration 41Q: 3 clusters Score -960998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -960999.062500 Penalty: 872.084961
	Iteration 42Q: 3 clusters Score -960999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -960999.062500 Penalty: 872.084961
	Iteration 43F: 3 clusters Score -960999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Entering Unmasked Estep 
Score: -10508471.000000 Penalty: 547.331482
	Iteration 0F: 2 clusters Score -1.050847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -10401452.000000 Penalty: 1094.662964
	Iteration 0F: 3 clusters Score -1.040145e+07 nChanged 82421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -10453146.000000 Penalty: 1094.662964
	Iteration 1F: 3 clusters Score -1.045315e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -10453848.000000 Penalty: 1094.662964
	Iteration 2F: 3 clusters Score -1.045385e+07 nChanged 20871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -10454169.000000 Penalty: 1094.662964
	Iteration 3F: 3 clusters Score -1.045417e+07 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -10466971.000000 Penalty: 1094.662964
	Iteration 4F: 3 clusters Score -1.046697e+07 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -10482362.000000 Penalty: 1094.662964
	Iteration 5F: 3 clusters Score -1.048236e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -10485677.000000 Penalty: 1094.662964
	Iteration 6F: 3 clusters Score -1.048568e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -10480656.000000 Penalty: 1094.662964
	Iteration 7Q: 3 clusters Score -1.048066e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -10476255.000000 Penalty: 1094.662964
	Iteration 8Q: 3 clusters Score -1.047626e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -10473563.000000 Penalty: 1094.662964
	Iteration 9Q: 3 clusters Score -1.047356e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -10472598.000000 Penalty: 1094.662964
	Iteration 10Q: 3 clusters Score -1.04726e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -10472867.000000 Penalty: 1094.662964
	Iteration 11Q: 3 clusters Score -1.047287e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -10474220.000000 Penalty: 1094.662964
	Iteration 12Q: 3 clusters Score -1.047422e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -10475843.000000 Penalty: 1094.662964
	Iteration 13Q: 3 clusters Score -1.047584e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -10477558.000000 Penalty: 1094.662964
	Iteration 14Q: 3 clusters Score -1.047756e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -10480075.000000 Penalty: 1094.662964
	Iteration 15Q: 3 clusters Score -1.048008e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -10482168.000000 Penalty: 1094.662964
	Iteration 16Q: 3 clusters Score -1.048217e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -10484224.000000 Penalty: 1094.662964
	Iteration 17Q: 3 clusters Score -1.048422e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -10485471.000000 Penalty: 1094.662964
	Iteration 18Q: 3 clusters Score -1.048547e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -10485719.000000 Penalty: 1094.662964
	Iteration 19Q: 3 clusters Score -1.048572e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -10485286.000000 Penalty: 1094.662964
	Iteration 20F: 3 clusters Score -1.048529e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -10484857.000000 Penalty: 1094.662964
	Iteration 21Q: 3 clusters Score -1.048486e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -10484488.000000 Penalty: 1094.662964
	Iteration 22Q: 3 clusters Score -1.048449e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -10484576.000000 Penalty: 1094.662964
	Iteration 23Q: 3 clusters Score -1.048458e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -10484789.000000 Penalty: 1094.662964
	Iteration 24Q: 3 clusters Score -1.048479e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -10484996.000000 Penalty: 1094.662964
	Iteration 25Q: 3 clusters Score -1.0485e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -10485276.000000 Penalty: 1094.662964
	Iteration 26Q: 3 clusters Score -1.048528e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -10485367.000000 Penalty: 1094.662964
	Iteration 27Q: 3 clusters Score -1.048537e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -10485285.000000 Penalty: 1094.662964
	Iteration 28Q: 3 clusters Score -1.048528e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -10485328.000000 Penalty: 1094.662964
	Iteration 29Q: 3 clusters Score -1.048533e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10485352.000000 Penalty: 1094.662964
	Iteration 30Q: 3 clusters Score -1.048535e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -10485391.000000 Penalty: 1094.662964
	Iteration 31Q: 3 clusters Score -1.048539e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -10485509.000000 Penalty: 1094.662964
	Iteration 32Q: 3 clusters Score -1.048551e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -10485689.000000 Penalty: 1094.662964
	Iteration 33Q: 3 clusters Score -1.048569e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -10485716.000000 Penalty: 1094.662964
	Iteration 34Q: 3 clusters Score -1.048572e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -10485785.000000 Penalty: 1094.662964
	Iteration 35Q: 3 clusters Score -1.048578e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -10485742.000000 Penalty: 1094.662964
	Iteration 36Q: 3 clusters Score -1.048574e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -10485874.000000 Penalty: 1094.662964
	Iteration 37Q: 3 clusters Score -1.048587e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -10486075.000000 Penalty: 1094.662964
	Iteration 38Q: 3 clusters Score -1.048608e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -10486325.000000 Penalty: 1094.662964
	Iteration 39Q: 3 clusters Score -1.048632e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -10486728.000000 Penalty: 1094.662964
	Iteration 40F: 3 clusters Score -1.048673e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -10486963.000000 Penalty: 1094.662964
	Iteration 41Q: 3 clusters Score -1.048696e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -10487283.000000 Penalty: 1094.662964
	Iteration 42Q: 3 clusters Score -1.048728e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -10487314.000000 Penalty: 1094.662964
	Iteration 43Q: 3 clusters Score -1.048731e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -10487491.000000 Penalty: 1094.662964
	Iteration 44Q: 3 clusters Score -1.048749e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -10487645.000000 Penalty: 1094.662964
	Iteration 45Q: 3 clusters Score -1.048764e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -10487853.000000 Penalty: 1094.662964
	Iteration 46Q: 3 clusters Score -1.048785e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -10488229.000000 Penalty: 1094.662964
	Iteration 47Q: 3 clusters Score -1.048823e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -10488427.000000 Penalty: 1094.662964
	Iteration 48Q: 3 clusters Score -1.048843e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -10488673.000000 Penalty: 1094.662964
	Iteration 49Q: 3 clusters Score -1.048867e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -10489009.000000 Penalty: 1094.662964
	Iteration 50Q: 3 clusters Score -1.048901e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -10489272.000000 Penalty: 1094.662964
	Iteration 51Q: 3 clusters Score -1.048927e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -10489674.000000 Penalty: 1094.662964
	Iteration 52Q: 3 clusters Score -1.048967e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -10489950.000000 Penalty: 1094.662964
	Iteration 53Q: 3 clusters Score -1.048995e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -10490306.000000 Penalty: 1094.662964
	Iteration 54Q: 3 clusters Score -1.049031e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10490706.000000 Penalty: 1094.662964
	Iteration 55Q: 3 clusters Score -1.049071e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -10491035.000000 Penalty: 1094.662964
	Iteration 56Q: 3 clusters Score -1.049104e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -10491504.000000 Penalty: 1094.662964
	Iteration 57Q: 3 clusters Score -1.04915e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -10491805.000000 Penalty: 1094.662964
	Iteration 58Q: 3 clusters Score -1.04918e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -10492074.000000 Penalty: 1094.662964
	Iteration 59Q: 3 clusters Score -1.049207e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -10492640.000000 Penalty: 1094.662964
	Iteration 60F: 3 clusters Score -1.049264e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -10493240.000000 Penalty: 1094.662964
	Iteration 61Q: 3 clusters Score -1.049324e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -10493742.000000 Penalty: 1094.662964
	Iteration 62Q: 3 clusters Score -1.049374e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -10494325.000000 Penalty: 1094.662964
	Iteration 63Q: 3 clusters Score -1.049432e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -10494851.000000 Penalty: 1094.662964
	Iteration 64Q: 3 clusters Score -1.049485e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.049521e+07 nChanged 2116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.049564e+07 nChanged 2069
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.049605e+07 nChanged 1908
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.04963e+07 nChanged 1873
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.049658e+07 nChanged 1768
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.049691e+07 nChanged 1577
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.049699e+07 nChanged 1531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.04971e+07 nChanged 1411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.049717e+07 nChanged 1339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.04972e+07 nChanged 1214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.049717e+07 nChanged 1030
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.049712e+07 nChanged 876
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.049698e+07 nChanged 762
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.049688e+07 nChanged 740
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.049678e+07 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -10496827.000000 Penalty: 1094.662964
	Iteration 80F: 3 clusters Score -1.049683e+07 nChanged 617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.049678e+07 nChanged 608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.049676e+07 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.049675e+07 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.049669e+07 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.049668e+07 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.049668e+07 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.049668e+07 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.049666e+07 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.049662e+07 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.049661e+07 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.049656e+07 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.049647e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.049647e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.049645e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.04964e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.049636e+07 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.049633e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.049631e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.049633e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -10496340.000000 Penalty: 1094.662964
	Iteration 100F: 3 clusters Score -1.049634e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.049633e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.049636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.049634e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -10496316.000000 Penalty: 1094.662964
	Iteration 104Q: 3 clusters Score -1.049632e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -10496313.000000 Penalty: 1094.662964
	Iteration 105Q: 3 clusters Score -1.049631e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -10496303.000000 Penalty: 1094.662964
	Iteration 106Q: 3 clusters Score -1.04963e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.049628e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -10496270.000000 Penalty: 1094.662964
	Iteration 108Q: 3 clusters Score -1.049627e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.049625e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.049624e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -10496261.000000 Penalty: 1094.662964
	Iteration 111Q: 3 clusters Score -1.049626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -10496236.000000 Penalty: 1094.662964
	Iteration 112Q: 3 clusters Score -1.049624e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.049624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.049625e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -10496243.000000 Penalty: 1094.662964
	Iteration 115Q: 3 clusters Score -1.049624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -10496257.000000 Penalty: 1094.662964
	Iteration 116Q: 3 clusters Score -1.049626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -10496269.000000 Penalty: 1094.662964
	Iteration 117Q: 3 clusters Score -1.049627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.049628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -10496289.000000 Penalty: 1094.662964
	Iteration 119Q: 3 clusters Score -1.049629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -10496286.000000 Penalty: 1094.662964
	Iteration 120F: 3 clusters Score -1.049629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -10496272.000000 Penalty: 1094.662964
	Iteration 121Q: 3 clusters Score -1.049627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -10496292.000000 Penalty: 1094.662964
	Iteration 122Q: 3 clusters Score -1.049629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10496289.000000 Penalty: 1094.662964
	Iteration 123Q: 3 clusters Score -1.049629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10496298.000000 Penalty: 1094.662964
	Iteration 124Q: 3 clusters Score -1.04963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.04963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.049628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -10496268.000000 Penalty: 1094.662964
	Iteration 127Q: 3 clusters Score -1.049627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -10496291.000000 Penalty: 1094.662964
	Iteration 128Q: 3 clusters Score -1.049629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -10496279.000000 Penalty: 1094.662964
	Iteration 129Q: 3 clusters Score -1.049628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -10496290.000000 Penalty: 1094.662964
	Iteration 130Q: 3 clusters Score -1.049629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -10496284.000000 Penalty: 1094.662964
	Iteration 131Q: 3 clusters Score -1.049628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -10496288.000000 Penalty: 1094.662964
	Iteration 132Q: 3 clusters Score -1.049629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -10496271.000000 Penalty: 1094.662964
	Iteration 133Q: 3 clusters Score -1.049627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -10496282.000000 Penalty: 1094.662964
	Iteration 134Q: 3 clusters Score -1.049628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -10496284.000000 Penalty: 1094.662964
	Iteration 135Q: 3 clusters Score -1.049628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -10496276.000000 Penalty: 1094.662964
	Iteration 136Q: 3 clusters Score -1.049628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -10496260.000000 Penalty: 1094.662964
	Iteration 137Q: 3 clusters Score -1.049626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -10496261.000000 Penalty: 1094.662964
	Iteration 138Q: 3 clusters Score -1.049626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -10496254.000000 Penalty: 1094.662964
	Iteration 139Q: 3 clusters Score -1.049625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -10496248.000000 Penalty: 1094.662964
	Iteration 140F: 3 clusters Score -1.049625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -10496247.000000 Penalty: 1094.662964
	Iteration 141Q: 3 clusters Score -1.049625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10496245.000000 Penalty: 1094.662964
	Iteration 142Q: 3 clusters Score -1.049624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10496245.000000 Penalty: 1094.662964
	Iteration 143Q: 3 clusters Score -1.049624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10496235.000000 Penalty: 1094.662964
	Iteration 144Q: 3 clusters Score -1.049624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -10496242.000000 Penalty: 1094.662964
	Iteration 145Q: 3 clusters Score -1.049624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -10496257.000000 Penalty: 1094.662964
	Iteration 146Q: 3 clusters Score -1.049626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -10496253.000000 Penalty: 1094.662964
	Iteration 147Q: 3 clusters Score -1.049625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -10496252.000000 Penalty: 1094.662964
	Iteration 148Q: 3 clusters Score -1.049625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -10496252.000000 Penalty: 1094.662964
	Iteration 149Q: 3 clusters Score -1.049625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -10496252.000000 Penalty: 1094.662964
	Iteration 150F: 3 clusters Score -1.049625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46826 members 
Entering Unmasked Estep 
Score: -3029991.500000 Penalty: 489.315826
	Iteration 0F: 2 clusters Score -3029992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2998776.750000 Penalty: 978.631653
	Iteration 0F: 3 clusters Score -2998777 nChanged 22651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3013036.250000 Penalty: 978.631653
	Iteration 1F: 3 clusters Score -3013036 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3014191.750000 Penalty: 978.631653
	Iteration 2F: 3 clusters Score -3014192 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3015428.250000 Penalty: 978.631653
	Iteration 3F: 3 clusters Score -3015428 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3016652.750000 Penalty: 978.631653
	Iteration 4F: 3 clusters Score -3016653 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3017933.500000 Penalty: 978.631653
	Iteration 5F: 3 clusters Score -3017934 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3019161.000000 Penalty: 978.631653
	Iteration 6Q: 3 clusters Score -3019161 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3020340.500000 Penalty: 978.631653
	Iteration 7Q: 3 clusters Score -3020340 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3021444.750000 Penalty: 978.631653
	Iteration 8Q: 3 clusters Score -3021445 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3022277.500000 Penalty: 978.631653
	Iteration 9Q: 3 clusters Score -3022278 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -3022901.750000 Penalty: 978.631653
	Iteration 10Q: 3 clusters Score -3022902 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3023322.750000 Penalty: 978.631653
	Iteration 11Q: 3 clusters Score -3023323 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -3023653.750000 Penalty: 978.631653
	Iteration 12Q: 3 clusters Score -3023654 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -3023930.750000 Penalty: 978.631653
	Iteration 13Q: 3 clusters Score -3023931 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -3024163.000000 Penalty: 978.631653
	Iteration 14Q: 3 clusters Score -3024163 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3024374.250000 Penalty: 978.631653
	Iteration 15Q: 3 clusters Score -3024374 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -3024528.000000 Penalty: 978.631653
	Iteration 16Q: 3 clusters Score -3024528 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3024697.000000 Penalty: 978.631653
	Iteration 17Q: 3 clusters Score -3024697 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -3024839.250000 Penalty: 978.631653
	Iteration 18Q: 3 clusters Score -3024839 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -3024985.750000 Penalty: 978.631653
	Iteration 19Q: 3 clusters Score -3024986 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -3025121.500000 Penalty: 978.631653
	Iteration 20F: 3 clusters Score -3025122 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -3025269.250000 Penalty: 978.631653
	Iteration 21Q: 3 clusters Score -3025269 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -3025382.500000 Penalty: 978.631653
	Iteration 22Q: 3 clusters Score -3025382 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -3025507.750000 Penalty: 978.631653
	Iteration 23Q: 3 clusters Score -3025508 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -3025607.500000 Penalty: 978.631653
	Iteration 24Q: 3 clusters Score -3025608 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -3025741.500000 Penalty: 978.631653
	Iteration 25Q: 3 clusters Score -3025742 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3025897.250000 Penalty: 978.631653
	Iteration 26Q: 3 clusters Score -3025897 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -3026092.250000 Penalty: 978.631653
	Iteration 27Q: 3 clusters Score -3026092 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -3026246.250000 Penalty: 978.631653
	Iteration 28Q: 3 clusters Score -3026246 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -3026431.500000 Penalty: 978.631653
	Iteration 29Q: 3 clusters Score -3026432 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -3026712.500000 Penalty: 978.631653
	Iteration 30Q: 3 clusters Score -3026712 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -3027051.250000 Penalty: 978.631653
	Iteration 31Q: 3 clusters Score -3027051 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -3027406.000000 Penalty: 978.631653
	Iteration 32Q: 3 clusters Score -3027406 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -3027751.500000 Penalty: 978.631653
	Iteration 33Q: 3 clusters Score -3027752 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -3028090.750000 Penalty: 978.631653
	Iteration 34Q: 3 clusters Score -3028091 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -3028390.750000 Penalty: 978.631653
	Iteration 35Q: 3 clusters Score -3028391 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -3028688.750000 Penalty: 978.631653
	Iteration 36Q: 3 clusters Score -3028689 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -3028928.500000 Penalty: 978.631653
	Iteration 37Q: 3 clusters Score -3028928 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -3029084.750000 Penalty: 978.631653
	Iteration 38Q: 3 clusters Score -3029085 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -3029225.750000 Penalty: 978.631653
	Iteration 39Q: 3 clusters Score -3029226 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -3029300.750000 Penalty: 978.631653
	Iteration 40F: 3 clusters Score -3029301 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -3029372.500000 Penalty: 978.631653
	Iteration 41Q: 3 clusters Score -3029372 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -3029426.000000 Penalty: 978.631653
	Iteration 42Q: 3 clusters Score -3029426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -3029473.250000 Penalty: 978.631653
	Iteration 43Q: 3 clusters Score -3029473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -3029508.250000 Penalty: 978.631653
	Iteration 44Q: 3 clusters Score -3029508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -3029524.250000 Penalty: 978.631653
	Iteration 45Q: 3 clusters Score -3029524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -3029547.000000 Penalty: 978.631653
	Iteration 46Q: 3 clusters Score -3029547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -3029563.000000 Penalty: 978.631653
	Iteration 47Q: 3 clusters Score -3029563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -3029576.500000 Penalty: 978.631653
	Iteration 48Q: 3 clusters Score -3029576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -3029602.000000 Penalty: 978.631653
	Iteration 49Q: 3 clusters Score -3029602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -3029621.250000 Penalty: 978.631653
	Iteration 50Q: 3 clusters Score -3029621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -3029624.000000 Penalty: 978.631653
	Iteration 51Q: 3 clusters Score -3029624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -3029631.500000 Penalty: 978.631653
	Iteration 52Q: 3 clusters Score -3029632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -3029635.000000 Penalty: 978.631653
	Iteration 53Q: 3 clusters Score -3029635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -3029638.000000 Penalty: 978.631653
	Iteration 54Q: 3 clusters Score -3029638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -3029642.750000 Penalty: 978.631653
	Iteration 55Q: 3 clusters Score -3029643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -3029648.250000 Penalty: 978.631653
	Iteration 56Q: 3 clusters Score -3029648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -3029652.000000 Penalty: 978.631653
	Iteration 57Q: 3 clusters Score -3029652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -3029652.000000 Penalty: 978.631653
	Iteration 58F: 3 clusters Score -3029652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Entering Unmasked Estep 
Score: -2874849.500000 Penalty: 488.113647
	Iteration 0F: 2 clusters Score -2874850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2845248.000000 Penalty: 976.227295
	Iteration 0F: 3 clusters Score -2845248 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2858208.000000 Penalty: 976.227295
	Iteration 1F: 3 clusters Score -2858208 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2858724.500000 Penalty: 976.227295
	Iteration 2Q: 3 clusters Score -2858724 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2859559.000000 Penalty: 976.227295
	Iteration 3Q: 3 clusters Score -2859559 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2860985.500000 Penalty: 976.227295
	Iteration 4F: 3 clusters Score -2860986 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2863486.500000 Penalty: 976.227295
	Iteration 5F: 3 clusters Score -2863486 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2866982.000000 Penalty: 976.227295
	Iteration 6F: 3 clusters Score -2866982 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2870126.500000 Penalty: 976.227295
	Iteration 7F: 3 clusters Score -2870126 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2872076.000000 Penalty: 976.227295
	Iteration 8F: 3 clusters Score -2872076 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2873097.000000 Penalty: 976.227295
	Iteration 9Q: 3 clusters Score -2873097 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2873752.000000 Penalty: 976.227295
	Iteration 10Q: 3 clusters Score -2873752 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2874263.750000 Penalty: 976.227295
	Iteration 11Q: 3 clusters Score -2874264 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2874620.000000 Penalty: 976.227295
	Iteration 12Q: 3 clusters Score -2874620 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2874865.250000 Penalty: 976.227295
	Iteration 13Q: 3 clusters Score -2874865 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2875001.000000 Penalty: 976.227295
	Iteration 14Q: 3 clusters Score -2875001 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2875045.500000 Penalty: 976.227295
	Iteration 15Q: 3 clusters Score -2875046 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2875087.000000 Penalty: 976.227295
	Iteration 16Q: 3 clusters Score -2875087 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2875144.500000 Penalty: 976.227295
	Iteration 17Q: 3 clusters Score -2875144 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2875168.000000 Penalty: 976.227295
	Iteration 18Q: 3 clusters Score -2875168 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2875167.000000 Penalty: 976.227295
	Iteration 19Q: 3 clusters Score -2875167 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2875171.250000 Penalty: 976.227295
	Iteration 20F: 3 clusters Score -2875171 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2875121.250000 Penalty: 976.227295
	Iteration 21Q: 3 clusters Score -2875121 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2875072.000000 Penalty: 976.227295
	Iteration 22Q: 3 clusters Score -2875072 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2875017.250000 Penalty: 976.227295
	Iteration 23Q: 3 clusters Score -2875017 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2874999.750000 Penalty: 976.227295
	Iteration 24Q: 3 clusters Score -2875000 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2874948.750000 Penalty: 976.227295
	Iteration 25Q: 3 clusters Score -2874949 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2874935.750000 Penalty: 976.227295
	Iteration 26Q: 3 clusters Score -2874936 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2874905.750000 Penalty: 976.227295
	Iteration 27Q: 3 clusters Score -2874906 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2874898.000000 Penalty: 976.227295
	Iteration 28Q: 3 clusters Score -2874898 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2874880.500000 Penalty: 976.227295
	Iteration 29Q: 3 clusters Score -2874880 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2874877.000000 Penalty: 976.227295
	Iteration 30Q: 3 clusters Score -2874877 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2874845.500000 Penalty: 976.227295
	Iteration 31Q: 3 clusters Score -2874846 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2874824.500000 Penalty: 976.227295
	Iteration 32Q: 3 clusters Score -2874824 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2874812.250000 Penalty: 976.227295
	Iteration 33Q: 3 clusters Score -2874812 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2874792.500000 Penalty: 976.227295
	Iteration 34Q: 3 clusters Score -2874792 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2874782.750000 Penalty: 976.227295
	Iteration 35Q: 3 clusters Score -2874783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2874761.500000 Penalty: 976.227295
	Iteration 36Q: 3 clusters Score -2874762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2874747.000000 Penalty: 976.227295
	Iteration 37Q: 3 clusters Score -2874747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2874742.500000 Penalty: 976.227295
	Iteration 38Q: 3 clusters Score -2874742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2874731.000000 Penalty: 976.227295
	Iteration 39Q: 3 clusters Score -2874731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2874702.250000 Penalty: 976.227295
	Iteration 40F: 3 clusters Score -2874702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2874679.000000 Penalty: 976.227295
	Iteration 41Q: 3 clusters Score -2874679 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2874668.500000 Penalty: 976.227295
	Iteration 42Q: 3 clusters Score -2874668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2874653.000000 Penalty: 976.227295
	Iteration 43Q: 3 clusters Score -2874653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2874651.000000 Penalty: 976.227295
	Iteration 44Q: 3 clusters Score -2874651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2874638.750000 Penalty: 976.227295
	Iteration 45Q: 3 clusters Score -2874639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2874632.250000 Penalty: 976.227295
	Iteration 46Q: 3 clusters Score -2874632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2874622.250000 Penalty: 976.227295
	Iteration 47Q: 3 clusters Score -2874622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2874620.000000 Penalty: 976.227295
	Iteration 48Q: 3 clusters Score -2874620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2874626.000000 Penalty: 976.227295
	Iteration 49Q: 3 clusters Score -2874626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2874619.000000 Penalty: 976.227295
	Iteration 50Q: 3 clusters Score -2874619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2874610.500000 Penalty: 976.227295
	Iteration 51Q: 3 clusters Score -2874610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2874606.250000 Penalty: 976.227295
	Iteration 52Q: 3 clusters Score -2874606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2874597.250000 Penalty: 976.227295
	Iteration 53Q: 3 clusters Score -2874597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2874590.500000 Penalty: 976.227295
	Iteration 54Q: 3 clusters Score -2874590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2874586.250000 Penalty: 976.227295
	Iteration 55Q: 3 clusters Score -2874586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2874581.750000 Penalty: 976.227295
	Iteration 56Q: 3 clusters Score -2874582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2874580.500000 Penalty: 976.227295
	Iteration 57Q: 3 clusters Score -2874580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2874571.750000 Penalty: 976.227295
	Iteration 58Q: 3 clusters Score -2874572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2874573.000000 Penalty: 976.227295
	Iteration 59Q: 3 clusters Score -2874573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2874578.500000 Penalty: 976.227295
	Iteration 60F: 3 clusters Score -2874578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2874573.500000 Penalty: 976.227295
	Iteration 61Q: 3 clusters Score -2874574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2874576.250000 Penalty: 976.227295
	Iteration 62Q: 3 clusters Score -2874576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2874570.750000 Penalty: 976.227295
	Iteration 63Q: 3 clusters Score -2874571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2874572.750000 Penalty: 976.227295
	Iteration 64Q: 3 clusters Score -2874573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2874572.250000 Penalty: 976.227295
	Iteration 65Q: 3 clusters Score -2874572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2874565.750000 Penalty: 976.227295
	Iteration 66Q: 3 clusters Score -2874566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2874565.250000 Penalty: 976.227295
	Iteration 67Q: 3 clusters Score -2874565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2874568.750000 Penalty: 976.227295
	Iteration 68Q: 3 clusters Score -2874569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2874570.750000 Penalty: 976.227295
	Iteration 69Q: 3 clusters Score -2874571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2874569.500000 Penalty: 976.227295
	Iteration 70Q: 3 clusters Score -2874570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2874570.750000 Penalty: 976.227295
	Iteration 71Q: 3 clusters Score -2874571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2874570.750000 Penalty: 976.227295
	Iteration 72F: 3 clusters Score -2874571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -279821.187500 Penalty: 384.552094
	Iteration 0F: 2 clusters Score -279821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -276610.843750 Penalty: 769.104187
	Iteration 0F: 3 clusters Score -276610.8 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -277815.843750 Penalty: 769.104187
	Iteration 1F: 3 clusters Score -277815.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -277916.468750 Penalty: 769.104187
	Iteration 2F: 3 clusters Score -277916.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -277983.531250 Penalty: 769.104187
	Iteration 3Q: 3 clusters Score -277983.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -278042.156250 Penalty: 769.104187
	Iteration 4Q: 3 clusters Score -278042.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -278090.750000 Penalty: 769.104187
	Iteration 5Q: 3 clusters Score -278090.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -278148.718750 Penalty: 769.104187
	Iteration 6Q: 3 clusters Score -278148.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -278215.000000 Penalty: 769.104187
	Iteration 7Q: 3 clusters Score -278215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -278294.093750 Penalty: 769.104187
	Iteration 8Q: 3 clusters Score -278294.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -278414.531250 Penalty: 769.104187
	Iteration 9Q: 3 clusters Score -278414.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -278588.843750 Penalty: 769.104187
	Iteration 10F: 3 clusters Score -278588.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -278757.125000 Penalty: 769.104187
	Iteration 11F: 3 clusters Score -278757.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -278846.125000 Penalty: 769.104187
	Iteration 12Q: 3 clusters Score -278846.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -278899.937500 Penalty: 769.104187
	Iteration 13Q: 3 clusters Score -278899.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -278947.218750 Penalty: 769.104187
	Iteration 14Q: 3 clusters Score -278947.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -278985.437500 Penalty: 769.104187
	Iteration 15Q: 3 clusters Score -278985.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -279034.375000 Penalty: 769.104187
	Iteration 16Q: 3 clusters Score -279034.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -279080.500000 Penalty: 769.104187
	Iteration 17Q: 3 clusters Score -279080.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -279127.781250 Penalty: 769.104187
	Iteration 18Q: 3 clusters Score -279127.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -279167.500000 Penalty: 769.104187
	Iteration 19Q: 3 clusters Score -279167.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -279217.937500 Penalty: 769.104187
	Iteration 20F: 3 clusters Score -279217.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -279249.250000 Penalty: 769.104187
	Iteration 21Q: 3 clusters Score -279249.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -279267.062500 Penalty: 769.104187
	Iteration 22Q: 3 clusters Score -279267.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -279280.718750 Penalty: 769.104187
	Iteration 23Q: 3 clusters Score -279280.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -279291.125000 Penalty: 769.104187
	Iteration 24Q: 3 clusters Score -279291.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -279304.937500 Penalty: 769.104187
	Iteration 25Q: 3 clusters Score -279304.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -279312.531250 Penalty: 769.104187
	Iteration 26Q: 3 clusters Score -279312.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -279316.187500 Penalty: 769.104187
	Iteration 27Q: 3 clusters Score -279316.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -279318.875000 Penalty: 769.104187
	Iteration 28Q: 3 clusters Score -279318.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -279321.906250 Penalty: 769.104187
	Iteration 29Q: 3 clusters Score -279321.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -279323.000000 Penalty: 769.104187
	Iteration 30Q: 3 clusters Score -279323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -279325.750000 Penalty: 769.104187
	Iteration 31Q: 3 clusters Score -279325.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -279329.375000 Penalty: 769.104187
	Iteration 32Q: 3 clusters Score -279329.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -279332.031250 Penalty: 769.104187
	Iteration 33Q: 3 clusters Score -279332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -279333.718750 Penalty: 769.104187
	Iteration 34Q: 3 clusters Score -279333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -279334.125000 Penalty: 769.104187
	Iteration 35Q: 3 clusters Score -279334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -279334.593750 Penalty: 769.104187
	Iteration 36Q: 3 clusters Score -279334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -279335.375000 Penalty: 769.104187
	Iteration 37Q: 3 clusters Score -279335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -279334.968750 Penalty: 769.104187
	Iteration 38Q: 3 clusters Score -279335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -279334.968750 Penalty: 769.104187
	Iteration 39F: 3 clusters Score -279335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Entering Unmasked Estep 
Score: -4183826.000000 Penalty: 506.994263
	Iteration 0F: 2 clusters Score -4183826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4138451.500000 Penalty: 1013.988525
	Iteration 0F: 3 clusters Score -4138452 nChanged 33585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4158997.000000 Penalty: 1013.988525
	Iteration 1F: 3 clusters Score -4158997 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4160683.500000 Penalty: 1013.988525
	Iteration 2Q: 3 clusters Score -4160684 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -4163277.000000 Penalty: 1013.988525
	Iteration 3F: 3 clusters Score -4163277 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -4166542.250000 Penalty: 1013.988525
	Iteration 4F: 3 clusters Score -4166542 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -4169953.000000 Penalty: 1013.988525
	Iteration 5F: 3 clusters Score -4169953 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -4172442.500000 Penalty: 1013.988525
	Iteration 6F: 3 clusters Score -4172442 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -4173963.500000 Penalty: 1013.988525
	Iteration 7Q: 3 clusters Score -4173964 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -4174937.250000 Penalty: 1013.988525
	Iteration 8Q: 3 clusters Score -4174937 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -4175709.500000 Penalty: 1013.988525
	Iteration 9Q: 3 clusters Score -4175710 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -4176475.000000 Penalty: 1013.988525
	Iteration 10Q: 3 clusters Score -4176475 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -4177225.750000 Penalty: 1013.988525
	Iteration 11Q: 3 clusters Score -4177226 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -4178017.000000 Penalty: 1013.988525
	Iteration 12Q: 3 clusters Score -4178017 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -4178762.750000 Penalty: 1013.988525
	Iteration 13Q: 3 clusters Score -4178763 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -4179542.750000 Penalty: 1013.988525
	Iteration 14Q: 3 clusters Score -4179543 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -4180245.250000 Penalty: 1013.988525
	Iteration 15Q: 3 clusters Score -4180245 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -4180906.500000 Penalty: 1013.988525
	Iteration 16Q: 3 clusters Score -4180906 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -4181478.500000 Penalty: 1013.988525
	Iteration 17Q: 3 clusters Score -4181478 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -4181955.500000 Penalty: 1013.988525
	Iteration 18Q: 3 clusters Score -4181956 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -4182302.500000 Penalty: 1013.988525
	Iteration 19Q: 3 clusters Score -4182302 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -4182612.500000 Penalty: 1013.988525
	Iteration 20F: 3 clusters Score -4182612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -4182808.500000 Penalty: 1013.988525
	Iteration 21Q: 3 clusters Score -4182808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -4182940.500000 Penalty: 1013.988525
	Iteration 22Q: 3 clusters Score -4182940 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -4183074.500000 Penalty: 1013.988525
	Iteration 23Q: 3 clusters Score -4183074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -4183157.750000 Penalty: 1013.988525
	Iteration 24Q: 3 clusters Score -4183158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -4183208.250000 Penalty: 1013.988525
	Iteration 25Q: 3 clusters Score -4183208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -4183243.000000 Penalty: 1013.988525
	Iteration 26Q: 3 clusters Score -4183243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -4183264.000000 Penalty: 1013.988525
	Iteration 27Q: 3 clusters Score -4183264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -4183277.000000 Penalty: 1013.988525
	Iteration 28Q: 3 clusters Score -4183277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -4183298.250000 Penalty: 1013.988525
	Iteration 29Q: 3 clusters Score -4183298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -4183314.750000 Penalty: 1013.988525
	Iteration 30Q: 3 clusters Score -4183315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -4183328.500000 Penalty: 1013.988525
	Iteration 31Q: 3 clusters Score -4183328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -4183341.750000 Penalty: 1013.988525
	Iteration 32Q: 3 clusters Score -4183342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -4183347.750000 Penalty: 1013.988525
	Iteration 33Q: 3 clusters Score -4183348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -4183353.500000 Penalty: 1013.988525
	Iteration 34Q: 3 clusters Score -4183354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -4183360.750000 Penalty: 1013.988525
	Iteration 35Q: 3 clusters Score -4183361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -4183366.750000 Penalty: 1013.988525
	Iteration 36Q: 3 clusters Score -4183367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -4183370.250000 Penalty: 1013.988525
	Iteration 37Q: 3 clusters Score -4183370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -4183370.250000 Penalty: 1013.988525
	Iteration 38F: 3 clusters Score -4183370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -16863.746094 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -16863.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16531.548828 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -16531.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16615.679688 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -16615.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16628.324219 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -16628.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16634.416016 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -16634.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16637.158203 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -16637.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16637.158203 Penalty: 509.118713
	Iteration 5F: 3 clusters Score -16637.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -29743.140625 Penalty: 289.360596
	Iteration 0F: 2 clusters Score -29743.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29205.363281 Penalty: 578.721191
	Iteration 0F: 3 clusters Score -29205.36 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29358.671875 Penalty: 578.721191
	Iteration 1F: 3 clusters Score -29358.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29419.398438 Penalty: 578.721191
	Iteration 2F: 3 clusters Score -29419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29449.332031 Penalty: 578.721191
	Iteration 3F: 3 clusters Score -29449.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29474.011719 Penalty: 578.721191
	Iteration 4Q: 3 clusters Score -29474.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29495.527344 Penalty: 578.721191
	Iteration 5Q: 3 clusters Score -29495.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29516.509766 Penalty: 578.721191
	Iteration 6Q: 3 clusters Score -29516.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29541.681641 Penalty: 578.721191
	Iteration 7Q: 3 clusters Score -29541.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29571.423828 Penalty: 578.721191
	Iteration 8Q: 3 clusters Score -29571.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29584.398438 Penalty: 578.721191
	Iteration 9Q: 3 clusters Score -29584.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29590.669922 Penalty: 578.721191
	Iteration 10Q: 3 clusters Score -29590.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29593.613281 Penalty: 578.721191
	Iteration 11Q: 3 clusters Score -29593.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29596.179688 Penalty: 578.721191
	Iteration 12Q: 3 clusters Score -29596.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29599.619141 Penalty: 578.721191
	Iteration 13Q: 3 clusters Score -29599.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29602.597656 Penalty: 578.721191
	Iteration 14Q: 3 clusters Score -29602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29602.712891 Penalty: 578.721191
	Iteration 15Q: 3 clusters Score -29602.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29602.712891 Penalty: 578.721191
	Iteration 16F: 3 clusters Score -29602.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Entering Unmasked Estep 
Score: -2576621.750000 Penalty: 481.084656
	Iteration 0F: 2 clusters Score -2576622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2551739.250000 Penalty: 962.169312
	Iteration 0F: 3 clusters Score -2551739 nChanged 18609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2562608.250000 Penalty: 962.169312
	Iteration 1F: 3 clusters Score -2562608 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2563047.500000 Penalty: 962.169312
	Iteration 2Q: 3 clusters Score -2563048 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2563599.750000 Penalty: 962.169312
	Iteration 3Q: 3 clusters Score -2563600 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2564450.750000 Penalty: 962.169312
	Iteration 4Q: 3 clusters Score -2564451 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2565858.750000 Penalty: 962.169312
	Iteration 5F: 3 clusters Score -2565859 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2567852.250000 Penalty: 962.169312
	Iteration 6F: 3 clusters Score -2567852 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2569878.750000 Penalty: 962.169312
	Iteration 7F: 3 clusters Score -2569879 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2571094.250000 Penalty: 962.169312
	Iteration 8Q: 3 clusters Score -2571094 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2571601.250000 Penalty: 962.169312
	Iteration 9Q: 3 clusters Score -2571601 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2571884.250000 Penalty: 962.169312
	Iteration 10Q: 3 clusters Score -2571884 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2572123.250000 Penalty: 962.169312
	Iteration 11Q: 3 clusters Score -2572123 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2572323.000000 Penalty: 962.169312
	Iteration 12Q: 3 clusters Score -2572323 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2572516.000000 Penalty: 962.169312
	Iteration 13Q: 3 clusters Score -2572516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2572730.000000 Penalty: 962.169312
	Iteration 14Q: 3 clusters Score -2572730 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2572960.000000 Penalty: 962.169312
	Iteration 15Q: 3 clusters Score -2572960 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2573151.750000 Penalty: 962.169312
	Iteration 16Q: 3 clusters Score -2573152 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2573315.500000 Penalty: 962.169312
	Iteration 17Q: 3 clusters Score -2573316 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2573465.000000 Penalty: 962.169312
	Iteration 18Q: 3 clusters Score -2573465 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2573621.500000 Penalty: 962.169312
	Iteration 19Q: 3 clusters Score -2573622 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2573797.000000 Penalty: 962.169312
	Iteration 20F: 3 clusters Score -2573797 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2573959.500000 Penalty: 962.169312
	Iteration 21Q: 3 clusters Score -2573960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2574091.500000 Penalty: 962.169312
	Iteration 22Q: 3 clusters Score -2574092 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2574215.500000 Penalty: 962.169312
	Iteration 23Q: 3 clusters Score -2574216 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2574345.250000 Penalty: 962.169312
	Iteration 24Q: 3 clusters Score -2574345 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2574488.750000 Penalty: 962.169312
	Iteration 25Q: 3 clusters Score -2574489 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2574632.750000 Penalty: 962.169312
	Iteration 26Q: 3 clusters Score -2574633 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2574765.750000 Penalty: 962.169312
	Iteration 27Q: 3 clusters Score -2574766 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2574886.250000 Penalty: 962.169312
	Iteration 28Q: 3 clusters Score -2574886 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2575006.000000 Penalty: 962.169312
	Iteration 29Q: 3 clusters Score -2575006 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2575143.000000 Penalty: 962.169312
	Iteration 30Q: 3 clusters Score -2575143 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2575220.500000 Penalty: 962.169312
	Iteration 31Q: 3 clusters Score -2575220 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2575299.750000 Penalty: 962.169312
	Iteration 32Q: 3 clusters Score -2575300 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2575396.000000 Penalty: 962.169312
	Iteration 33Q: 3 clusters Score -2575396 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2575481.250000 Penalty: 962.169312
	Iteration 34Q: 3 clusters Score -2575481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2575561.000000 Penalty: 962.169312
	Iteration 35Q: 3 clusters Score -2575561 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2575628.500000 Penalty: 962.169312
	Iteration 36Q: 3 clusters Score -2575628 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2575694.000000 Penalty: 962.169312
	Iteration 37Q: 3 clusters Score -2575694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2575749.250000 Penalty: 962.169312
	Iteration 38Q: 3 clusters Score -2575749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2575800.750000 Penalty: 962.169312
	Iteration 39Q: 3 clusters Score -2575801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2575830.250000 Penalty: 962.169312
	Iteration 40F: 3 clusters Score -2575830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2575868.500000 Penalty: 962.169312
	Iteration 41Q: 3 clusters Score -2575868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2575911.250000 Penalty: 962.169312
	Iteration 42Q: 3 clusters Score -2575911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2575949.000000 Penalty: 962.169312
	Iteration 43Q: 3 clusters Score -2575949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2575981.000000 Penalty: 962.169312
	Iteration 44Q: 3 clusters Score -2575981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2576002.750000 Penalty: 962.169312
	Iteration 45Q: 3 clusters Score -2576003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2576027.250000 Penalty: 962.169312
	Iteration 46Q: 3 clusters Score -2576027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2576050.000000 Penalty: 962.169312
	Iteration 47Q: 3 clusters Score -2576050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2576068.000000 Penalty: 962.169312
	Iteration 48Q: 3 clusters Score -2576068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2576082.750000 Penalty: 962.169312
	Iteration 49Q: 3 clusters Score -2576083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2576095.250000 Penalty: 962.169312
	Iteration 50Q: 3 clusters Score -2576095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2576117.500000 Penalty: 962.169312
	Iteration 51Q: 3 clusters Score -2576118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2576125.500000 Penalty: 962.169312
	Iteration 52Q: 3 clusters Score -2576126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2576138.750000 Penalty: 962.169312
	Iteration 53Q: 3 clusters Score -2576139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2576145.750000 Penalty: 962.169312
	Iteration 54Q: 3 clusters Score -2576146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2576150.500000 Penalty: 962.169312
	Iteration 55Q: 3 clusters Score -2576150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2576153.750000 Penalty: 962.169312
	Iteration 56Q: 3 clusters Score -2576154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2576162.500000 Penalty: 962.169312
	Iteration 57Q: 3 clusters Score -2576162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2576158.750000 Penalty: 962.169312
	Iteration 58Q: 3 clusters Score -2576159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2576163.500000 Penalty: 962.169312
	Iteration 59Q: 3 clusters Score -2576164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2576163.500000 Penalty: 962.169312
	Iteration 60F: 3 clusters Score -2576164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2576171.000000 Penalty: 962.169312
	Iteration 61Q: 3 clusters Score -2576171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2576173.250000 Penalty: 962.169312
	Iteration 62Q: 3 clusters Score -2576173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2576173.000000 Penalty: 962.169312
	Iteration 63Q: 3 clusters Score -2576173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2576171.000000 Penalty: 962.169312
	Iteration 64Q: 3 clusters Score -2576171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2576171.000000 Penalty: 962.169312
	Iteration 65F: 3 clusters Score -2576171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -90439.562500 Penalty: 329.547302
	Iteration 0F: 2 clusters Score -90439.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -89374.054688 Penalty: 659.094604
	Iteration 0F: 3 clusters Score -89374.05 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -89709.203125 Penalty: 659.094604
	Iteration 1F: 3 clusters Score -89709.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -89752.632812 Penalty: 659.094604
	Iteration 2F: 3 clusters Score -89752.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -89777.945312 Penalty: 659.094604
	Iteration 3Q: 3 clusters Score -89777.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -89796.843750 Penalty: 659.094604
	Iteration 4Q: 3 clusters Score -89796.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -89813.882812 Penalty: 659.094604
	Iteration 5Q: 3 clusters Score -89813.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -89831.226562 Penalty: 659.094604
	Iteration 6Q: 3 clusters Score -89831.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -89852.468750 Penalty: 659.094604
	Iteration 7Q: 3 clusters Score -89852.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -89874.179688 Penalty: 659.094604
	Iteration 8Q: 3 clusters Score -89874.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -89898.984375 Penalty: 659.094604
	Iteration 9Q: 3 clusters Score -89898.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -89921.468750 Penalty: 659.094604
	Iteration 10Q: 3 clusters Score -89921.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -89949.664062 Penalty: 659.094604
	Iteration 11Q: 3 clusters Score -89949.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -89981.695312 Penalty: 659.094604
	Iteration 12Q: 3 clusters Score -89981.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -90026.601562 Penalty: 659.094604
	Iteration 13Q: 3 clusters Score -90026.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -90059.289062 Penalty: 659.094604
	Iteration 14Q: 3 clusters Score -90059.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -90088.398438 Penalty: 659.094604
	Iteration 15Q: 3 clusters Score -90088.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -90111.445312 Penalty: 659.094604
	Iteration 16Q: 3 clusters Score -90111.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -90130.687500 Penalty: 659.094604
	Iteration 17Q: 3 clusters Score -90130.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -90145.851562 Penalty: 659.094604
	Iteration 18Q: 3 clusters Score -90145.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -90157.640625 Penalty: 659.094604
	Iteration 19Q: 3 clusters Score -90157.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -90165.835938 Penalty: 659.094604
	Iteration 20F: 3 clusters Score -90165.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -90171.179688 Penalty: 659.094604
	Iteration 21Q: 3 clusters Score -90171.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -90174.859375 Penalty: 659.094604
	Iteration 22Q: 3 clusters Score -90174.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -90182.125000 Penalty: 659.094604
	Iteration 23Q: 3 clusters Score -90182.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -90184.562500 Penalty: 659.094604
	Iteration 24Q: 3 clusters Score -90184.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -90185.835938 Penalty: 659.094604
	Iteration 25Q: 3 clusters Score -90185.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -90185.835938 Penalty: 659.094604
	Iteration 26F: 3 clusters Score -90185.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -189903.296875 Penalty: 369.174530
	Iteration 0F: 2 clusters Score -189903.3 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 1649 members 
Entering Unmasked Estep 
Score: -187592.093750 Penalty: 738.349060
	Iteration 0F: 3 clusters Score -187592.1 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -188441.687500 Penalty: 738.349060
	Iteration 1F: 3 clusters Score -188441.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -188584.687500 Penalty: 738.349060
	Iteration 2F: 3 clusters Score -188584.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -188736.953125 Penalty: 738.349060
	Iteration 3F: 3 clusters Score -188737 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -188878.890625 Penalty: 738.349060
	Iteration 4F: 3 clusters Score -188878.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -188982.125000 Penalty: 738.349060
	Iteration 5Q: 3 clusters Score -188982.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -189043.062500 Penalty: 738.349060
	Iteration 6Q: 3 clusters Score -189043.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -189093.234375 Penalty: 738.349060
	Iteration 7Q: 3 clusters Score -189093.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -189129.937500 Penalty: 738.349060
	Iteration 8Q: 3 clusters Score -189129.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -189154.890625 Penalty: 738.349060
	Iteration 9Q: 3 clusters Score -189154.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -189174.093750 Penalty: 738.349060
	Iteration 10Q: 3 clusters Score -189174.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -189196.718750 Penalty: 738.349060
	Iteration 11Q: 3 clusters Score -189196.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -189222.312500 Penalty: 738.349060
	Iteration 12Q: 3 clusters Score -189222.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -189238.671875 Penalty: 738.349060
	Iteration 13Q: 3 clusters Score -189238.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -189251.546875 Penalty: 738.349060
	Iteration 14Q: 3 clusters Score -189251.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -189266.125000 Penalty: 738.349060
	Iteration 15Q: 3 clusters Score -189266.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -189280.531250 Penalty: 738.349060
	Iteration 16Q: 3 clusters Score -189280.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -189296.828125 Penalty: 738.349060
	Iteration 17Q: 3 clusters Score -189296.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -189316.296875 Penalty: 738.349060
	Iteration 18Q: 3 clusters Score -189316.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -189329.281250 Penalty: 738.349060
	Iteration 19Q: 3 clusters Score -189329.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -189337.593750 Penalty: 738.349060
	Iteration 20F: 3 clusters Score -189337.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189345.406250 Penalty: 738.349060
	Iteration 21Q: 3 clusters Score -189345.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189348.062500 Penalty: 738.349060
	Iteration 22Q: 3 clusters Score -189348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -189351.000000 Penalty: 738.349060
	Iteration 23Q: 3 clusters Score -189351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189355.484375 Penalty: 738.349060
	Iteration 24Q: 3 clusters Score -189355.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -189359.562500 Penalty: 738.349060
	Iteration 25Q: 3 clusters Score -189359.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -189364.046875 Penalty: 738.349060
	Iteration 26Q: 3 clusters Score -189364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189367.234375 Penalty: 738.349060
	Iteration 27Q: 3 clusters Score -189367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189369.437500 Penalty: 738.349060
	Iteration 28Q: 3 clusters Score -189369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189372.093750 Penalty: 738.349060
	Iteration 29Q: 3 clusters Score -189372.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189375.687500 Penalty: 738.349060
	Iteration 30Q: 3 clusters Score -189375.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189377.859375 Penalty: 738.349060
	Iteration 31Q: 3 clusters Score -189377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -189378.968750 Penalty: 738.349060
	Iteration 32Q: 3 clusters Score -189379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189380.578125 Penalty: 738.349060
	Iteration 33Q: 3 clusters Score -189380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -189383.593750 Penalty: 738.349060
	Iteration 34Q: 3 clusters Score -189383.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -189387.093750 Penalty: 738.349060
	Iteration 35Q: 3 clusters Score -189387.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189389.453125 Penalty: 738.349060
	Iteration 36Q: 3 clusters Score -189389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -189392.656250 Penalty: 738.349060
	Iteration 37Q: 3 clusters Score -189392.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -189396.375000 Penalty: 738.349060
	Iteration 38Q: 3 clusters Score -189396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -189398.828125 Penalty: 738.349060
	Iteration 39Q: 3 clusters Score -189398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -189401.406250 Penalty: 738.349060
	Iteration 40F: 3 clusters Score -189401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -189407.546875 Penalty: 738.349060
	Iteration 41Q: 3 clusters Score -189407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -189414.531250 Penalty: 738.349060
	Iteration 42Q: 3 clusters Score -189414.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189417.546875 Penalty: 738.349060
	Iteration 43Q: 3 clusters Score -189417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -189419.765625 Penalty: 738.349060
	Iteration 44Q: 3 clusters Score -189419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -189421.812500 Penalty: 738.349060
	Iteration 45Q: 3 clusters Score -189421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -189423.812500 Penalty: 738.349060
	Iteration 46Q: 3 clusters Score -189423.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189425.625000 Penalty: 738.349060
	Iteration 47Q: 3 clusters Score -189425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189426.531250 Penalty: 738.349060
	Iteration 48Q: 3 clusters Score -189426.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -189430.093750 Penalty: 738.349060
	Iteration 49Q: 3 clusters Score -189430.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189435.640625 Penalty: 738.349060
	Iteration 50Q: 3 clusters Score -189435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -189441.406250 Penalty: 738.349060
	Iteration 51Q: 3 clusters Score -189441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -189443.343750 Penalty: 738.349060
	Iteration 52Q: 3 clusters Score -189443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189444.515625 Penalty: 738.349060
	Iteration 53Q: 3 clusters Score -189444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189446.125000 Penalty: 738.349060
	Iteration 54Q: 3 clusters Score -189446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189446.562500 Penalty: 738.349060
	Iteration 55Q: 3 clusters Score -189446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -189447.453125 Penalty: 738.349060
	Iteration 56Q: 3 clusters Score -189447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189447.703125 Penalty: 738.349060
	Iteration 57Q: 3 clusters Score -189447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189448.312500 Penalty: 738.349060
	Iteration 58Q: 3 clusters Score -189448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189448.500000 Penalty: 738.349060
	Iteration 59Q: 3 clusters Score -189448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -189449.171875 Penalty: 738.349060
	Iteration 60F: 3 clusters Score -189449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -189449.593750 Penalty: 738.349060
	Iteration 61Q: 3 clusters Score -189449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189449.937500 Penalty: 738.349060
	Iteration 62Q: 3 clusters Score -189449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -189450.234375 Penalty: 738.349060
	Iteration 63Q: 3 clusters Score -189450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -189450.171875 Penalty: 738.349060
	Iteration 64Q: 3 clusters Score -189450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189450.281250 Penalty: 738.349060
	Iteration 65Q: 3 clusters Score -189450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -189450.656250 Penalty: 738.349060
	Iteration 66Q: 3 clusters Score -189450.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189451.578125 Penalty: 738.349060
	Iteration 67Q: 3 clusters Score -189451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189451.718750 Penalty: 738.349060
	Iteration 68Q: 3 clusters Score -189451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -189451.734375 Penalty: 738.349060
	Iteration 69Q: 3 clusters Score -189451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -189451.843750 Penalty: 738.349060
	Iteration 70Q: 3 clusters Score -189451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -189452.015625 Penalty: 738.349060
	Iteration 71Q: 3 clusters Score -189452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -189452.015625 Penalty: 738.349060
	Iteration 72F: 3 clusters Score -189452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -287027.031250 Penalty: 383.261139
	Iteration 0F: 2 clusters Score -287027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -283900.500000 Penalty: 766.522278
	Iteration 0F: 3 clusters Score -283900.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -285129.812500 Penalty: 766.522278
	Iteration 1F: 3 clusters Score -285129.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -285332.875000 Penalty: 766.522278
	Iteration 2F: 3 clusters Score -285332.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -285507.375000 Penalty: 766.522278
	Iteration 3F: 3 clusters Score -285507.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285703.125000 Penalty: 766.522278
	Iteration 4F: 3 clusters Score -285703.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -285918.750000 Penalty: 766.522278
	Iteration 5F: 3 clusters Score -285918.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -286167.781250 Penalty: 766.522278
	Iteration 6F: 3 clusters Score -286167.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -286414.093750 Penalty: 766.522278
	Iteration 7F: 3 clusters Score -286414.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -286555.312500 Penalty: 766.522278
	Iteration 8Q: 3 clusters Score -286555.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -286641.000000 Penalty: 766.522278
	Iteration 9Q: 3 clusters Score -286641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -286685.656250 Penalty: 766.522278
	Iteration 10Q: 3 clusters Score -286685.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -286709.125000 Penalty: 766.522278
	Iteration 11Q: 3 clusters Score -286709.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -286728.781250 Penalty: 766.522278
	Iteration 12Q: 3 clusters Score -286728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -286733.968750 Penalty: 766.522278
	Iteration 13Q: 3 clusters Score -286734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -286736.312500 Penalty: 766.522278
	Iteration 14Q: 3 clusters Score -286736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -286737.562500 Penalty: 766.522278
	Iteration 15Q: 3 clusters Score -286737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -286738.843750 Penalty: 766.522278
	Iteration 16Q: 3 clusters Score -286738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -286739.468750 Penalty: 766.522278
	Iteration 17Q: 3 clusters Score -286739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -286740.281250 Penalty: 766.522278
	Iteration 18Q: 3 clusters Score -286740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -286740.281250 Penalty: 766.522278
	Iteration 19F: 3 clusters Score -286740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Entering Unmasked Estep 
Score: -1652207.875000 Penalty: 462.797577
	Iteration 0F: 2 clusters Score -1652208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1634840.500000 Penalty: 925.595154
	Iteration 0F: 3 clusters Score -1634840 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1642217.125000 Penalty: 925.595154
	Iteration 1F: 3 clusters Score -1642217 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1642830.375000 Penalty: 925.595154
	Iteration 2F: 3 clusters Score -1642830 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1643860.000000 Penalty: 925.595154
	Iteration 3F: 3 clusters Score -1643860 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1645419.625000 Penalty: 925.595154
	Iteration 4F: 3 clusters Score -1645420 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1647291.875000 Penalty: 925.595154
	Iteration 5F: 3 clusters Score -1647292 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -1648908.250000 Penalty: 925.595154
	Iteration 6F: 3 clusters Score -1648908 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1649881.375000 Penalty: 925.595154
	Iteration 7Q: 3 clusters Score -1649881 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -1650381.625000 Penalty: 925.595154
	Iteration 8Q: 3 clusters Score -1650382 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -1650665.375000 Penalty: 925.595154
	Iteration 9Q: 3 clusters Score -1650665 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -1650876.875000 Penalty: 925.595154
	Iteration 10Q: 3 clusters Score -1650877 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -1651039.750000 Penalty: 925.595154
	Iteration 11Q: 3 clusters Score -1651040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -1651150.625000 Penalty: 925.595154
	Iteration 12Q: 3 clusters Score -1651151 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -1651240.375000 Penalty: 925.595154
	Iteration 13Q: 3 clusters Score -1651240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -1651317.250000 Penalty: 925.595154
	Iteration 14Q: 3 clusters Score -1651317 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -1651375.250000 Penalty: 925.595154
	Iteration 15Q: 3 clusters Score -1651375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -1651431.375000 Penalty: 925.595154
	Iteration 16Q: 3 clusters Score -1651431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -1651464.125000 Penalty: 925.595154
	Iteration 17Q: 3 clusters Score -1651464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1651496.250000 Penalty: 925.595154
	Iteration 18Q: 3 clusters Score -1651496 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -1651526.250000 Penalty: 925.595154
	Iteration 19Q: 3 clusters Score -1651526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -1651549.500000 Penalty: 925.595154
	Iteration 20F: 3 clusters Score -1651550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -1651572.500000 Penalty: 925.595154
	Iteration 21Q: 3 clusters Score -1651572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -1651585.750000 Penalty: 925.595154
	Iteration 22Q: 3 clusters Score -1651586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -1651609.500000 Penalty: 925.595154
	Iteration 23Q: 3 clusters Score -1651610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -1651626.750000 Penalty: 925.595154
	Iteration 24Q: 3 clusters Score -1651627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -1651643.875000 Penalty: 925.595154
	Iteration 25Q: 3 clusters Score -1651644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -1651662.500000 Penalty: 925.595154
	Iteration 26Q: 3 clusters Score -1651662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -1651687.250000 Penalty: 925.595154
	Iteration 27Q: 3 clusters Score -1651687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -1651706.875000 Penalty: 925.595154
	Iteration 28Q: 3 clusters Score -1651707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -1651718.125000 Penalty: 925.595154
	Iteration 29Q: 3 clusters Score -1651718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -1651733.000000 Penalty: 925.595154
	Iteration 30Q: 3 clusters Score -1651733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -1651737.375000 Penalty: 925.595154
	Iteration 31Q: 3 clusters Score -1651737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -1651741.125000 Penalty: 925.595154
	Iteration 32Q: 3 clusters Score -1651741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1651748.000000 Penalty: 925.595154
	Iteration 33Q: 3 clusters Score -1651748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -1651752.500000 Penalty: 925.595154
	Iteration 34Q: 3 clusters Score -1651752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -1651756.000000 Penalty: 925.595154
	Iteration 35Q: 3 clusters Score -1651756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -1651761.000000 Penalty: 925.595154
	Iteration 36Q: 3 clusters Score -1651761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1651760.250000 Penalty: 925.595154
	Iteration 37Q: 3 clusters Score -1651760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -1651765.625000 Penalty: 925.595154
	Iteration 38Q: 3 clusters Score -1651766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -1651770.000000 Penalty: 925.595154
	Iteration 39Q: 3 clusters Score -1651770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -1651768.375000 Penalty: 925.595154
	Iteration 40F: 3 clusters Score -1651768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -1651775.875000 Penalty: 925.595154
	Iteration 41Q: 3 clusters Score -1651776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -1651776.125000 Penalty: 925.595154
	Iteration 42Q: 3 clusters Score -1651776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -1651777.625000 Penalty: 925.595154
	Iteration 43Q: 3 clusters Score -1651778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1651781.500000 Penalty: 925.595154
	Iteration 44Q: 3 clusters Score -1651782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -1651783.250000 Penalty: 925.595154
	Iteration 45Q: 3 clusters Score -1651783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1651787.750000 Penalty: 925.595154
	Iteration 46Q: 3 clusters Score -1651788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -1651789.000000 Penalty: 925.595154
	Iteration 47Q: 3 clusters Score -1651789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -1651791.500000 Penalty: 925.595154
	Iteration 48Q: 3 clusters Score -1651792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -1651789.625000 Penalty: 925.595154
	Iteration 49Q: 3 clusters Score -1651790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -1651791.500000 Penalty: 925.595154
	Iteration 50Q: 3 clusters Score -1651792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -1651790.500000 Penalty: 925.595154
	Iteration 51Q: 3 clusters Score -1651790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1651793.875000 Penalty: 925.595154
	Iteration 52Q: 3 clusters Score -1651794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1651791.125000 Penalty: 925.595154
	Iteration 53Q: 3 clusters Score -1651791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -1651792.625000 Penalty: 925.595154
	Iteration 54Q: 3 clusters Score -1651793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -1651793.000000 Penalty: 925.595154
	Iteration 55Q: 3 clusters Score -1651793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -1651792.375000 Penalty: 925.595154
	Iteration 56Q: 3 clusters Score -1651792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -1651792.375000 Penalty: 925.595154
	Iteration 57F: 3 clusters Score -1651792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -97714.726562 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -97714.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -96478.984375 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -96478.98 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -96891.015625 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -96891.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -96976.429688 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -96976.43 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -97061.601562 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -97061.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97160.492188 Penalty: 676.086365
	Iteration 4F: 3 clusters Score -97160.49 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97263.359375 Penalty: 676.086365
	Iteration 5F: 3 clusters Score -97263.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97344.257812 Penalty: 676.086365
	Iteration 6F: 3 clusters Score -97344.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97417.515625 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -97417.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97456.500000 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -97456.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97475.367188 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -97475.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97486.500000 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -97486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97493.960938 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -97493.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97501.562500 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -97501.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97510.492188 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -97510.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97515.773438 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -97515.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97522.554688 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -97522.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -97528.078125 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -97528.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97530.578125 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -97530.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97533.062500 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -97533.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97534.328125 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -97534.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97534.875000 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -97534.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97535.398438 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -97535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97535.398438 Penalty: 676.086365
	Iteration 22F: 3 clusters Score -97535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -87509.101562 Penalty: 331.955933
	Iteration 0F: 2 clusters Score -87509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -86407.523438 Penalty: 663.911865
	Iteration 0F: 3 clusters Score -86407.52 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -86788.078125 Penalty: 663.911865
	Iteration 1F: 3 clusters Score -86788.08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -86872.960938 Penalty: 663.911865
	Iteration 2F: 3 clusters Score -86872.96 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -86949.218750 Penalty: 663.911865
	Iteration 3F: 3 clusters Score -86949.22 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -87018.242188 Penalty: 663.911865
	Iteration 4F: 3 clusters Score -87018.24 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -87082.289062 Penalty: 663.911865
	Iteration 5F: 3 clusters Score -87082.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -87123.187500 Penalty: 663.911865
	Iteration 6Q: 3 clusters Score -87123.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -87153.304688 Penalty: 663.911865
	Iteration 7Q: 3 clusters Score -87153.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -87196.335938 Penalty: 663.911865
	Iteration 8Q: 3 clusters Score -87196.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -87224.539062 Penalty: 663.911865
	Iteration 9Q: 3 clusters Score -87224.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -87233.039062 Penalty: 663.911865
	Iteration 10Q: 3 clusters Score -87233.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -87237.453125 Penalty: 663.911865
	Iteration 11Q: 3 clusters Score -87237.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -87240.460938 Penalty: 663.911865
	Iteration 12Q: 3 clusters Score -87240.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -87241.117188 Penalty: 663.911865
	Iteration 13Q: 3 clusters Score -87241.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -87241.320312 Penalty: 663.911865
	Iteration 14Q: 3 clusters Score -87241.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -87241.320312 Penalty: 663.911865
	Iteration 15F: 3 clusters Score -87241.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -149881.859375 Penalty: 357.866058
	Iteration 0F: 2 clusters Score -149881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -148014.421875 Penalty: 715.732117
	Iteration 0F: 3 clusters Score -148014.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -148644.765625 Penalty: 715.732117
	Iteration 1F: 3 clusters Score -148644.8 nChanged 193
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: -148766.109375 Penalty: 715.732117
	Iteration 2F: 3 clusters Score -148766.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -148880.171875 Penalty: 715.732117
	Iteration 3F: 3 clusters Score -148880.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -148976.765625 Penalty: 715.732117
	Iteration 4F: 3 clusters Score -148976.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -149052.015625 Penalty: 715.732117
	Iteration 5F: 3 clusters Score -149052 nChanged 114
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: -149128.140625 Penalty: 715.732117
	Iteration 6Q: 3 clusters Score -149128.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -149200.125000 Penalty: 715.732117
	Iteration 7Q: 3 clusters Score -149200.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -149247.609375 Penalty: 715.732117
	Iteration 8Q: 3 clusters Score -149247.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -149288.890625 Penalty: 715.732117
	Iteration 9Q: 3 clusters Score -149288.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -149322.500000 Penalty: 715.732117
	Iteration 10Q: 3 clusters Score -149322.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -149351.078125 Penalty: 715.732117
	Iteration 11Q: 3 clusters Score -149351.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -149371.625000 Penalty: 715.732117
	Iteration 12Q: 3 clusters Score -149371.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -149392.312500 Penalty: 715.732117
	Iteration 13Q: 3 clusters Score -149392.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -149408.421875 Penalty: 715.732117
	Iteration 14Q: 3 clusters Score -149408.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149422.078125 Penalty: 715.732117
	Iteration 15Q: 3 clusters Score -149422.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -149440.093750 Penalty: 715.732117
	Iteration 16Q: 3 clusters Score -149440.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -149454.531250 Penalty: 715.732117
	Iteration 17Q: 3 clusters Score -149454.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -149477.890625 Penalty: 715.732117
	Iteration 18Q: 3 clusters Score -149477.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -149498.421875 Penalty: 715.732117
	Iteration 19Q: 3 clusters Score -149498.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149517.218750 Penalty: 715.732117
	Iteration 20F: 3 clusters Score -149517.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149532.015625 Penalty: 715.732117
	Iteration 21Q: 3 clusters Score -149532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149539.703125 Penalty: 715.732117
	Iteration 22Q: 3 clusters Score -149539.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149542.296875 Penalty: 715.732117
	Iteration 23Q: 3 clusters Score -149542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -149544.937500 Penalty: 715.732117
	Iteration 24Q: 3 clusters Score -149544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -149549.593750 Penalty: 715.732117
	Iteration 25Q: 3 clusters Score -149549.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -149553.453125 Penalty: 715.732117
	Iteration 26Q: 3 clusters Score -149553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -149556.859375 Penalty: 715.732117
	Iteration 27Q: 3 clusters Score -149556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -149560.796875 Penalty: 715.732117
	Iteration 28Q: 3 clusters Score -149560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149564.328125 Penalty: 715.732117
	Iteration 29Q: 3 clusters Score -149564.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -149568.953125 Penalty: 715.732117
	Iteration 30Q: 3 clusters Score -149569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -149572.640625 Penalty: 715.732117
	Iteration 31Q: 3 clusters Score -149572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -149574.078125 Penalty: 715.732117
	Iteration 32Q: 3 clusters Score -149574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149575.562500 Penalty: 715.732117
	Iteration 33Q: 3 clusters Score -149575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149576.953125 Penalty: 715.732117
	Iteration 34Q: 3 clusters Score -149577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149578.500000 Penalty: 715.732117
	Iteration 35Q: 3 clusters Score -149578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149580.625000 Penalty: 715.732117
	Iteration 36Q: 3 clusters Score -149580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149583.187500 Penalty: 715.732117
	Iteration 37Q: 3 clusters Score -149583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -149584.296875 Penalty: 715.732117
	Iteration 38Q: 3 clusters Score -149584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -149584.859375 Penalty: 715.732117
	Iteration 39Q: 3 clusters Score -149584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -149585.296875 Penalty: 715.732117
	Iteration 40F: 3 clusters Score -149585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -149585.484375 Penalty: 715.732117
	Iteration 41Q: 3 clusters Score -149585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -149586.046875 Penalty: 715.732117
	Iteration 42Q: 3 clusters Score -149586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -149586.578125 Penalty: 715.732117
	Iteration 43Q: 3 clusters Score -149586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -149587.234375 Penalty: 715.732117
	Iteration 44Q: 3 clusters Score -149587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -149588.234375 Penalty: 715.732117
	Iteration 45Q: 3 clusters Score -149588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -149588.656250 Penalty: 715.732117
	Iteration 46Q: 3 clusters Score -149588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -149588.859375 Penalty: 715.732117
	Iteration 47Q: 3 clusters Score -149588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -149588.859375 Penalty: 715.732117
	Iteration 48F: 3 clusters Score -149588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -137772.312500 Penalty: 348.706421
	Iteration 0F: 2 clusters Score -137772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -136279.765625 Penalty: 697.412842
	Iteration 0F: 3 clusters Score -136279.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -136766.000000 Penalty: 697.412842
	Iteration 1F: 3 clusters Score -136766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -136860.265625 Penalty: 697.412842
	Iteration 2F: 3 clusters Score -136860.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -136940.765625 Penalty: 697.412842
	Iteration 3F: 3 clusters Score -136940.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137011.453125 Penalty: 697.412842
	Iteration 4F: 3 clusters Score -137011.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137087.453125 Penalty: 697.412842
	Iteration 5F: 3 clusters Score -137087.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137178.734375 Penalty: 697.412842
	Iteration 6Q: 3 clusters Score -137178.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -137246.453125 Penalty: 697.412842
	Iteration 7Q: 3 clusters Score -137246.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -137307.968750 Penalty: 697.412842
	Iteration 8Q: 3 clusters Score -137308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -137357.359375 Penalty: 697.412842
	Iteration 9Q: 3 clusters Score -137357.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -137389.781250 Penalty: 697.412842
	Iteration 10Q: 3 clusters Score -137389.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -137418.031250 Penalty: 697.412842
	Iteration 11Q: 3 clusters Score -137418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -137436.296875 Penalty: 697.412842
	Iteration 12Q: 3 clusters Score -137436.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -137451.781250 Penalty: 697.412842
	Iteration 13Q: 3 clusters Score -137451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -137462.875000 Penalty: 697.412842
	Iteration 14Q: 3 clusters Score -137462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -137470.953125 Penalty: 697.412842
	Iteration 15Q: 3 clusters Score -137471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -137480.828125 Penalty: 697.412842
	Iteration 16Q: 3 clusters Score -137480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -137486.953125 Penalty: 697.412842
	Iteration 17Q: 3 clusters Score -137487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -137491.406250 Penalty: 697.412842
	Iteration 18Q: 3 clusters Score -137491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -137493.078125 Penalty: 697.412842
	Iteration 19Q: 3 clusters Score -137493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -137494.484375 Penalty: 697.412842
	Iteration 20F: 3 clusters Score -137494.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -209394.125000 Penalty: 370.450653
	Iteration 0F: 2 clusters Score -209394.1 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 1726 members 
Entering Unmasked Estep 
Score: -207043.109375 Penalty: 740.901306
	Iteration 0F: 3 clusters Score -207043.1 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -207986.140625 Penalty: 740.901306
	Iteration 1F: 3 clusters Score -207986.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -208131.046875 Penalty: 740.901306
	Iteration 2F: 3 clusters Score -208131 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -208232.859375 Penalty: 740.901306
	Iteration 3F: 3 clusters Score -208232.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -208328.437500 Penalty: 740.901306
	Iteration 4Q: 3 clusters Score -208328.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -208423.921875 Penalty: 740.901306
	Iteration 5F: 3 clusters Score -208423.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -208507.312500 Penalty: 740.901306
	Iteration 6Q: 3 clusters Score -208507.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -208563.593750 Penalty: 740.901306
	Iteration 7Q: 3 clusters Score -208563.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -208596.734375 Penalty: 740.901306
	Iteration 8Q: 3 clusters Score -208596.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -208620.484375 Penalty: 740.901306
	Iteration 9Q: 3 clusters Score -208620.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -208640.765625 Penalty: 740.901306
	Iteration 10Q: 3 clusters Score -208640.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -208651.890625 Penalty: 740.901306
	Iteration 11Q: 3 clusters Score -208651.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -208662.109375 Penalty: 740.901306
	Iteration 12Q: 3 clusters Score -208662.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -208674.218750 Penalty: 740.901306
	Iteration 13Q: 3 clusters Score -208674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -208685.812500 Penalty: 740.901306
	Iteration 14Q: 3 clusters Score -208685.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -208693.500000 Penalty: 740.901306
	Iteration 15Q: 3 clusters Score -208693.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -208696.593750 Penalty: 740.901306
	Iteration 16Q: 3 clusters Score -208696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -208700.500000 Penalty: 740.901306
	Iteration 17Q: 3 clusters Score -208700.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -208704.546875 Penalty: 740.901306
	Iteration 18Q: 3 clusters Score -208704.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -208711.546875 Penalty: 740.901306
	Iteration 19Q: 3 clusters Score -208711.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -208717.328125 Penalty: 740.901306
	Iteration 20F: 3 clusters Score -208717.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -208721.843750 Penalty: 740.901306
	Iteration 21Q: 3 clusters Score -208721.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -208729.687500 Penalty: 740.901306
	Iteration 22Q: 3 clusters Score -208729.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -208737.468750 Penalty: 740.901306
	Iteration 23Q: 3 clusters Score -208737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -208744.593750 Penalty: 740.901306
	Iteration 24Q: 3 clusters Score -208744.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -208750.796875 Penalty: 740.901306
	Iteration 25Q: 3 clusters Score -208750.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -208757.109375 Penalty: 740.901306
	Iteration 26Q: 3 clusters Score -208757.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -208764.609375 Penalty: 740.901306
	Iteration 27Q: 3 clusters Score -208764.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -208771.281250 Penalty: 740.901306
	Iteration 28Q: 3 clusters Score -208771.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -208776.781250 Penalty: 740.901306
	Iteration 29Q: 3 clusters Score -208776.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -208786.187500 Penalty: 740.901306
	Iteration 30Q: 3 clusters Score -208786.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -208794.765625 Penalty: 740.901306
	Iteration 31Q: 3 clusters Score -208794.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -208801.546875 Penalty: 740.901306
	Iteration 32Q: 3 clusters Score -208801.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -208808.406250 Penalty: 740.901306
	Iteration 33Q: 3 clusters Score -208808.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -208813.828125 Penalty: 740.901306
	Iteration 34Q: 3 clusters Score -208813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -208817.062500 Penalty: 740.901306
	Iteration 35Q: 3 clusters Score -208817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -208818.515625 Penalty: 740.901306
	Iteration 36Q: 3 clusters Score -208818.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -208821.406250 Penalty: 740.901306
	Iteration 37Q: 3 clusters Score -208821.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -208829.171875 Penalty: 740.901306
	Iteration 38Q: 3 clusters Score -208829.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -208838.093750 Penalty: 740.901306
	Iteration 39Q: 3 clusters Score -208838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -208842.421875 Penalty: 740.901306
	Iteration 40F: 3 clusters Score -208842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -208844.468750 Penalty: 740.901306
	Iteration 41Q: 3 clusters Score -208844.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -208846.687500 Penalty: 740.901306
	Iteration 42Q: 3 clusters Score -208846.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -208851.546875 Penalty: 740.901306
	Iteration 43Q: 3 clusters Score -208851.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -208855.453125 Penalty: 740.901306
	Iteration 44Q: 3 clusters Score -208855.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -208861.734375 Penalty: 740.901306
	Iteration 45Q: 3 clusters Score -208861.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -208869.890625 Penalty: 740.901306
	Iteration 46Q: 3 clusters Score -208869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -208878.359375 Penalty: 740.901306
	Iteration 47Q: 3 clusters Score -208878.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -208886.718750 Penalty: 740.901306
	Iteration 48Q: 3 clusters Score -208886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -208892.484375 Penalty: 740.901306
	Iteration 49Q: 3 clusters Score -208892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -208898.828125 Penalty: 740.901306
	Iteration 50Q: 3 clusters Score -208898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -208902.734375 Penalty: 740.901306
	Iteration 51Q: 3 clusters Score -208902.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -208906.406250 Penalty: 740.901306
	Iteration 52Q: 3 clusters Score -208906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -208911.187500 Penalty: 740.901306
	Iteration 53Q: 3 clusters Score -208911.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -208916.984375 Penalty: 740.901306
	Iteration 54Q: 3 clusters Score -208917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -208921.296875 Penalty: 740.901306
	Iteration 55Q: 3 clusters Score -208921.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -208926.656250 Penalty: 740.901306
	Iteration 56Q: 3 clusters Score -208926.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -208931.140625 Penalty: 740.901306
	Iteration 57Q: 3 clusters Score -208931.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -208933.468750 Penalty: 740.901306
	Iteration 58Q: 3 clusters Score -208933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -208936.031250 Penalty: 740.901306
	Iteration 59Q: 3 clusters Score -208936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -208937.500000 Penalty: 740.901306
	Iteration 60F: 3 clusters Score -208937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -208939.468750 Penalty: 740.901306
	Iteration 61Q: 3 clusters Score -208939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -208940.671875 Penalty: 740.901306
	Iteration 62Q: 3 clusters Score -208940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -208942.390625 Penalty: 740.901306
	Iteration 63Q: 3 clusters Score -208942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -208943.656250 Penalty: 740.901306
	Iteration 64Q: 3 clusters Score -208943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -208944.109375 Penalty: 740.901306
	Iteration 65Q: 3 clusters Score -208944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -208944.156250 Penalty: 740.901306
	Iteration 66Q: 3 clusters Score -208944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -208946.125000 Penalty: 740.901306
	Iteration 67Q: 3 clusters Score -208946.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -208950.265625 Penalty: 740.901306
	Iteration 68Q: 3 clusters Score -208950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -208951.875000 Penalty: 740.901306
	Iteration 69Q: 3 clusters Score -208951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -208952.781250 Penalty: 740.901306
	Iteration 70Q: 3 clusters Score -208952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -208954.687500 Penalty: 740.901306
	Iteration 71Q: 3 clusters Score -208954.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -208958.140625 Penalty: 740.901306
	Iteration 72Q: 3 clusters Score -208958.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -208962.375000 Penalty: 740.901306
	Iteration 73Q: 3 clusters Score -208962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -208967.093750 Penalty: 740.901306
	Iteration 74Q: 3 clusters Score -208967.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -208972.328125 Penalty: 740.901306
	Iteration 75Q: 3 clusters Score -208972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -208976.218750 Penalty: 740.901306
	Iteration 76Q: 3 clusters Score -208976.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -208978.625000 Penalty: 740.901306
	Iteration 77Q: 3 clusters Score -208978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -208980.078125 Penalty: 740.901306
	Iteration 78Q: 3 clusters Score -208980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -208982.890625 Penalty: 740.901306
	Iteration 79Q: 3 clusters Score -208982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -208986.156250 Penalty: 740.901306
	Iteration 80F: 3 clusters Score -208986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -208989.296875 Penalty: 740.901306
	Iteration 81Q: 3 clusters Score -208989.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -208993.281250 Penalty: 740.901306
	Iteration 82Q: 3 clusters Score -208993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -208995.515625 Penalty: 740.901306
	Iteration 83Q: 3 clusters Score -208995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -208996.484375 Penalty: 740.901306
	Iteration 84Q: 3 clusters Score -208996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -208997.546875 Penalty: 740.901306
	Iteration 85Q: 3 clusters Score -208997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -209000.625000 Penalty: 740.901306
	Iteration 86Q: 3 clusters Score -209000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -209007.343750 Penalty: 740.901306
	Iteration 87Q: 3 clusters Score -209007.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -209013.515625 Penalty: 740.901306
	Iteration 88Q: 3 clusters Score -209013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -209018.796875 Penalty: 740.901306
	Iteration 89Q: 3 clusters Score -209018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -209023.843750 Penalty: 740.901306
	Iteration 90Q: 3 clusters Score -209023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -209028.093750 Penalty: 740.901306
	Iteration 91Q: 3 clusters Score -209028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -209031.281250 Penalty: 740.901306
	Iteration 92Q: 3 clusters Score -209031.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -209034.640625 Penalty: 740.901306
	Iteration 93Q: 3 clusters Score -209034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -209037.000000 Penalty: 740.901306
	Iteration 94Q: 3 clusters Score -209037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -209038.187500 Penalty: 740.901306
	Iteration 95Q: 3 clusters Score -209038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -209038.343750 Penalty: 740.901306
	Iteration 96Q: 3 clusters Score -209038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -209038.734375 Penalty: 740.901306
	Iteration 97Q: 3 clusters Score -209038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -209038.734375 Penalty: 740.901306
	Iteration 98F: 3 clusters Score -209038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -44161.640625 Penalty: 306.152588
	Iteration 0F: 2 clusters Score -44161.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43460.949219 Penalty: 612.305176
	Iteration 0F: 3 clusters Score -43460.95 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -43651.269531 Penalty: 612.305176
	Iteration 1F: 3 clusters Score -43651.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43690.687500 Penalty: 612.305176
	Iteration 2F: 3 clusters Score -43690.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43733.359375 Penalty: 612.305176
	Iteration 3F: 3 clusters Score -43733.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43761.417969 Penalty: 612.305176
	Iteration 4Q: 3 clusters Score -43761.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43774.933594 Penalty: 612.305176
	Iteration 5Q: 3 clusters Score -43774.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43788.664062 Penalty: 612.305176
	Iteration 6Q: 3 clusters Score -43788.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43807.039062 Penalty: 612.305176
	Iteration 7Q: 3 clusters Score -43807.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43819.875000 Penalty: 612.305176
	Iteration 8Q: 3 clusters Score -43819.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43836.386719 Penalty: 612.305176
	Iteration 9Q: 3 clusters Score -43836.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43858.312500 Penalty: 612.305176
	Iteration 10Q: 3 clusters Score -43858.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43878.328125 Penalty: 612.305176
	Iteration 11Q: 3 clusters Score -43878.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43888.210938 Penalty: 612.305176
	Iteration 12Q: 3 clusters Score -43888.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43892.601562 Penalty: 612.305176
	Iteration 13Q: 3 clusters Score -43892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43894.937500 Penalty: 612.305176
	Iteration 14Q: 3 clusters Score -43894.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43896.265625 Penalty: 612.305176
	Iteration 15Q: 3 clusters Score -43896.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43899.636719 Penalty: 612.305176
	Iteration 16Q: 3 clusters Score -43899.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43904.730469 Penalty: 612.305176
	Iteration 17Q: 3 clusters Score -43904.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43912.031250 Penalty: 612.305176
	Iteration 18Q: 3 clusters Score -43912.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43915.984375 Penalty: 612.305176
	Iteration 19Q: 3 clusters Score -43915.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43919.156250 Penalty: 612.305176
	Iteration 20F: 3 clusters Score -43919.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43921.265625 Penalty: 612.305176
	Iteration 21Q: 3 clusters Score -43921.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -43922.914062 Penalty: 612.305176
	Iteration 22Q: 3 clusters Score -43922.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43924.894531 Penalty: 612.305176
	Iteration 23Q: 3 clusters Score -43924.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -43928.593750 Penalty: 612.305176
	Iteration 24Q: 3 clusters Score -43928.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43930.695312 Penalty: 612.305176
	Iteration 25Q: 3 clusters Score -43930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43930.988281 Penalty: 612.305176
	Iteration 26Q: 3 clusters Score -43930.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43931.281250 Penalty: 612.305176
	Iteration 27Q: 3 clusters Score -43931.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43931.281250 Penalty: 612.305176
	Iteration 28F: 3 clusters Score -43931.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -132786.828125 Penalty: 345.886536
	Iteration 0F: 2 clusters Score -132786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131312.375000 Penalty: 691.773071
	Iteration 0F: 3 clusters Score -131312.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -131787.875000 Penalty: 691.773071
	Iteration 1F: 3 clusters Score -131787.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131841.781250 Penalty: 691.773071
	Iteration 2F: 3 clusters Score -131841.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -131882.093750 Penalty: 691.773071
	Iteration 3F: 3 clusters Score -131882.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131917.531250 Penalty: 691.773071
	Iteration 4Q: 3 clusters Score -131917.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -131951.328125 Penalty: 691.773071
	Iteration 5Q: 3 clusters Score -131951.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -131982.828125 Penalty: 691.773071
	Iteration 6Q: 3 clusters Score -131982.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -132004.968750 Penalty: 691.773071
	Iteration 7Q: 3 clusters Score -132005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -132027.156250 Penalty: 691.773071
	Iteration 8Q: 3 clusters Score -132027.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -132058.281250 Penalty: 691.773071
	Iteration 9Q: 3 clusters Score -132058.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -132099.953125 Penalty: 691.773071
	Iteration 10Q: 3 clusters Score -132100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -132150.015625 Penalty: 691.773071
	Iteration 11Q: 3 clusters Score -132150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -132190.812500 Penalty: 691.773071
	Iteration 12Q: 3 clusters Score -132190.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -132231.062500 Penalty: 691.773071
	Iteration 13Q: 3 clusters Score -132231.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132270.390625 Penalty: 691.773071
	Iteration 14Q: 3 clusters Score -132270.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132297.421875 Penalty: 691.773071
	Iteration 15Q: 3 clusters Score -132297.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132319.000000 Penalty: 691.773071
	Iteration 16Q: 3 clusters Score -132319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132336.343750 Penalty: 691.773071
	Iteration 17Q: 3 clusters Score -132336.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -132348.546875 Penalty: 691.773071
	Iteration 18Q: 3 clusters Score -132348.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132360.546875 Penalty: 691.773071
	Iteration 19Q: 3 clusters Score -132360.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132372.500000 Penalty: 691.773071
	Iteration 20F: 3 clusters Score -132372.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132381.171875 Penalty: 691.773071
	Iteration 21Q: 3 clusters Score -132381.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132388.171875 Penalty: 691.773071
	Iteration 22Q: 3 clusters Score -132388.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132391.937500 Penalty: 691.773071
	Iteration 23Q: 3 clusters Score -132391.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -132395.593750 Penalty: 691.773071
	Iteration 24Q: 3 clusters Score -132395.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132401.187500 Penalty: 691.773071
	Iteration 25Q: 3 clusters Score -132401.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132402.937500 Penalty: 691.773071
	Iteration 26Q: 3 clusters Score -132402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132403.578125 Penalty: 691.773071
	Iteration 27Q: 3 clusters Score -132403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132403.937500 Penalty: 691.773071
	Iteration 28Q: 3 clusters Score -132403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -132404.140625 Penalty: 691.773071
	Iteration 29Q: 3 clusters Score -132404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -132405.078125 Penalty: 691.773071
	Iteration 30Q: 3 clusters Score -132405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -132406.421875 Penalty: 691.773071
	Iteration 31Q: 3 clusters Score -132406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132406.812500 Penalty: 691.773071
	Iteration 32Q: 3 clusters Score -132406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132407.296875 Penalty: 691.773071
	Iteration 33Q: 3 clusters Score -132407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132407.937500 Penalty: 691.773071
	Iteration 34Q: 3 clusters Score -132407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -132409.484375 Penalty: 691.773071
	Iteration 35Q: 3 clusters Score -132409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132410.703125 Penalty: 691.773071
	Iteration 36Q: 3 clusters Score -132410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132411.812500 Penalty: 691.773071
	Iteration 37Q: 3 clusters Score -132411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132412.312500 Penalty: 691.773071
	Iteration 38Q: 3 clusters Score -132412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132412.609375 Penalty: 691.773071
	Iteration 39Q: 3 clusters Score -132412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132412.750000 Penalty: 691.773071
	Iteration 40F: 3 clusters Score -132412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132412.781250 Penalty: 691.773071
	Iteration 41Q: 3 clusters Score -132412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132412.921875 Penalty: 691.773071
	Iteration 42Q: 3 clusters Score -132412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132413.078125 Penalty: 691.773071
	Iteration 43Q: 3 clusters Score -132413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132413.078125 Penalty: 691.773071
	Iteration 44F: 3 clusters Score -132413.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Entering Unmasked Estep 
Score: -549340.687500 Penalty: 410.471710
	Iteration 0F: 2 clusters Score -549340.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -543790.375000 Penalty: 820.943420
	Iteration 0F: 3 clusters Score -543790.4 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -545885.500000 Penalty: 820.943420
	Iteration 1F: 3 clusters Score -545885.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -546077.625000 Penalty: 820.943420
	Iteration 2F: 3 clusters Score -546077.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -546328.812500 Penalty: 820.943420
	Iteration 3F: 3 clusters Score -546328.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -546694.437500 Penalty: 820.943420
	Iteration 4F: 3 clusters Score -546694.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -547144.937500 Penalty: 820.943420
	Iteration 5F: 3 clusters Score -547144.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -547642.562500 Penalty: 820.943420
	Iteration 6F: 3 clusters Score -547642.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -548103.625000 Penalty: 820.943420
	Iteration 7F: 3 clusters Score -548103.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -548396.750000 Penalty: 820.943420
	Iteration 8Q: 3 clusters Score -548396.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -548547.875000 Penalty: 820.943420
	Iteration 9Q: 3 clusters Score -548547.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -548612.875000 Penalty: 820.943420
	Iteration 10Q: 3 clusters Score -548612.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -548657.000000 Penalty: 820.943420
	Iteration 11Q: 3 clusters Score -548657 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -548702.187500 Penalty: 820.943420
	Iteration 12Q: 3 clusters Score -548702.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -548723.062500 Penalty: 820.943420
	Iteration 13Q: 3 clusters Score -548723.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -548738.937500 Penalty: 820.943420
	Iteration 14Q: 3 clusters Score -548738.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -548750.812500 Penalty: 820.943420
	Iteration 15Q: 3 clusters Score -548750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -548760.187500 Penalty: 820.943420
	Iteration 16Q: 3 clusters Score -548760.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -548764.750000 Penalty: 820.943420
	Iteration 17Q: 3 clusters Score -548764.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -548766.750000 Penalty: 820.943420
	Iteration 18Q: 3 clusters Score -548766.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -548770.187500 Penalty: 820.943420
	Iteration 19Q: 3 clusters Score -548770.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -548771.500000 Penalty: 820.943420
	Iteration 20F: 3 clusters Score -548771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -548773.187500 Penalty: 820.943420
	Iteration 21Q: 3 clusters Score -548773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -548772.812500 Penalty: 820.943420
	Iteration 22Q: 3 clusters Score -548772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -548772.937500 Penalty: 820.943420
	Iteration 23Q: 3 clusters Score -548772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -548774.625000 Penalty: 820.943420
	Iteration 24Q: 3 clusters Score -548774.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -548774.062500 Penalty: 820.943420
	Iteration 25Q: 3 clusters Score -548774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -548776.812500 Penalty: 820.943420
	Iteration 26Q: 3 clusters Score -548776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -548775.000000 Penalty: 820.943420
	Iteration 27Q: 3 clusters Score -548775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -548774.562500 Penalty: 820.943420
	Iteration 28Q: 3 clusters Score -548774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -548775.187500 Penalty: 820.943420
	Iteration 29Q: 3 clusters Score -548775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -548774.750000 Penalty: 820.943420
	Iteration 30Q: 3 clusters Score -548774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -548775.437500 Penalty: 820.943420
	Iteration 31Q: 3 clusters Score -548775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -548775.437500 Penalty: 820.943420
	Iteration 32F: 3 clusters Score -548775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -45461.457031 Penalty: 303.519867
	Iteration 0F: 2 clusters Score -45461.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -44800.511719 Penalty: 607.039734
	Iteration 0F: 3 clusters Score -44800.51 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44985.402344 Penalty: 607.039734
	Iteration 1F: 3 clusters Score -44985.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45025.742188 Penalty: 607.039734
	Iteration 2F: 3 clusters Score -45025.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45046.691406 Penalty: 607.039734
	Iteration 3Q: 3 clusters Score -45046.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45060.125000 Penalty: 607.039734
	Iteration 4Q: 3 clusters Score -45060.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45073.699219 Penalty: 607.039734
	Iteration 5Q: 3 clusters Score -45073.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45086.855469 Penalty: 607.039734
	Iteration 6Q: 3 clusters Score -45086.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45101.503906 Penalty: 607.039734
	Iteration 7Q: 3 clusters Score -45101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45113.015625 Penalty: 607.039734
	Iteration 8Q: 3 clusters Score -45113.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45118.886719 Penalty: 607.039734
	Iteration 9Q: 3 clusters Score -45118.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45124.222656 Penalty: 607.039734
	Iteration 10Q: 3 clusters Score -45124.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45127.128906 Penalty: 607.039734
	Iteration 11Q: 3 clusters Score -45127.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45130.871094 Penalty: 607.039734
	Iteration 12Q: 3 clusters Score -45130.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45133.582031 Penalty: 607.039734
	Iteration 13Q: 3 clusters Score -45133.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45135.539062 Penalty: 607.039734
	Iteration 14Q: 3 clusters Score -45135.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45136.945312 Penalty: 607.039734
	Iteration 15Q: 3 clusters Score -45136.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45138.281250 Penalty: 607.039734
	Iteration 16Q: 3 clusters Score -45138.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45140.265625 Penalty: 607.039734
	Iteration 17Q: 3 clusters Score -45140.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45142.542969 Penalty: 607.039734
	Iteration 18Q: 3 clusters Score -45142.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45145.582031 Penalty: 607.039734
	Iteration 19Q: 3 clusters Score -45145.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45146.515625 Penalty: 607.039734
	Iteration 20F: 3 clusters Score -45146.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45146.707031 Penalty: 607.039734
	Iteration 21Q: 3 clusters Score -45146.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45147.460938 Penalty: 607.039734
	Iteration 22Q: 3 clusters Score -45147.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45147.921875 Penalty: 607.039734
	Iteration 23Q: 3 clusters Score -45147.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45148.046875 Penalty: 607.039734
	Iteration 24Q: 3 clusters Score -45148.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45148.218750 Penalty: 607.039734
	Iteration 25Q: 3 clusters Score -45148.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45148.218750 Penalty: 607.039734
	Iteration 26F: 3 clusters Score -45148.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Entering Unmasked Estep 
Score: -2914574.250000 Penalty: 487.273895
	Iteration 0F: 2 clusters Score -2914574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2885818.000000 Penalty: 974.547791
	Iteration 0F: 3 clusters Score -2885818 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2898494.750000 Penalty: 974.547791
	Iteration 1F: 3 clusters Score -2898495 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2899241.750000 Penalty: 974.547791
	Iteration 2Q: 3 clusters Score -2899242 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -2900508.500000 Penalty: 974.547791
	Iteration 3F: 3 clusters Score -2900508 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2902607.000000 Penalty: 974.547791
	Iteration 4F: 3 clusters Score -2902607 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -2905656.250000 Penalty: 974.547791
	Iteration 5F: 3 clusters Score -2905656 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -2909256.250000 Penalty: 974.547791
	Iteration 6F: 3 clusters Score -2909256 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -2912509.500000 Penalty: 974.547791
	Iteration 7F: 3 clusters Score -2912510 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -2913925.000000 Penalty: 974.547791
	Iteration 8Q: 3 clusters Score -2913925 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2914284.250000 Penalty: 974.547791
	Iteration 9Q: 3 clusters Score -2914284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -2914387.750000 Penalty: 974.547791
	Iteration 10Q: 3 clusters Score -2914388 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -2914411.250000 Penalty: 974.547791
	Iteration 11Q: 3 clusters Score -2914411 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -2914410.500000 Penalty: 974.547791
	Iteration 12Q: 3 clusters Score -2914410 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -2914404.000000 Penalty: 974.547791
	Iteration 13Q: 3 clusters Score -2914404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -2914359.000000 Penalty: 974.547791
	Iteration 14Q: 3 clusters Score -2914359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -2914351.250000 Penalty: 974.547791
	Iteration 15Q: 3 clusters Score -2914351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -2914329.500000 Penalty: 974.547791
	Iteration 16Q: 3 clusters Score -2914330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -2914323.750000 Penalty: 974.547791
	Iteration 17Q: 3 clusters Score -2914324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -2914326.000000 Penalty: 974.547791
	Iteration 18Q: 3 clusters Score -2914326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -2914324.250000 Penalty: 974.547791
	Iteration 19Q: 3 clusters Score -2914324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -2914330.000000 Penalty: 974.547791
	Iteration 20F: 3 clusters Score -2914330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -2914338.750000 Penalty: 974.547791
	Iteration 21Q: 3 clusters Score -2914339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -2914334.500000 Penalty: 974.547791
	Iteration 22Q: 3 clusters Score -2914334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -2914331.750000 Penalty: 974.547791
	Iteration 23Q: 3 clusters Score -2914332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -2914323.500000 Penalty: 974.547791
	Iteration 24Q: 3 clusters Score -2914324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -2914319.250000 Penalty: 974.547791
	Iteration 25Q: 3 clusters Score -2914319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -2914320.750000 Penalty: 974.547791
	Iteration 26Q: 3 clusters Score -2914321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -2914309.250000 Penalty: 974.547791
	Iteration 27Q: 3 clusters Score -2914309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -2914308.500000 Penalty: 974.547791
	Iteration 28Q: 3 clusters Score -2914308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -2914311.000000 Penalty: 974.547791
	Iteration 29Q: 3 clusters Score -2914311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -2914305.000000 Penalty: 974.547791
	Iteration 30Q: 3 clusters Score -2914305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -2914301.500000 Penalty: 974.547791
	Iteration 31Q: 3 clusters Score -2914302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -2914301.500000 Penalty: 974.547791
	Iteration 32F: 3 clusters Score -2914302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Entering Unmasked Estep 
Score: -921126.937500 Penalty: 438.488525
	Iteration 0F: 2 clusters Score -921126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -910958.125000 Penalty: 876.977051
	Iteration 0F: 3 clusters Score -910958.1 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -915105.062500 Penalty: 876.977051
	Iteration 1F: 3 clusters Score -915105.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -915289.500000 Penalty: 876.977051
	Iteration 2Q: 3 clusters Score -915289.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -915486.812500 Penalty: 876.977051
	Iteration 3Q: 3 clusters Score -915486.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -915721.062500 Penalty: 876.977051
	Iteration 4Q: 3 clusters Score -915721.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -916071.875000 Penalty: 876.977051
	Iteration 5Q: 3 clusters Score -916071.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -916542.750000 Penalty: 876.977051
	Iteration 6F: 3 clusters Score -916542.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -917122.500000 Penalty: 876.977051
	Iteration 7F: 3 clusters Score -917122.5 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -917787.187500 Penalty: 876.977051
	Iteration 8F: 3 clusters Score -917787.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -918392.250000 Penalty: 876.977051
	Iteration 9F: 3 clusters Score -918392.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -918757.187500 Penalty: 876.977051
	Iteration 10Q: 3 clusters Score -918757.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -918956.500000 Penalty: 876.977051
	Iteration 11Q: 3 clusters Score -918956.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -919113.812500 Penalty: 876.977051
	Iteration 12Q: 3 clusters Score -919113.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -919251.500000 Penalty: 876.977051
	Iteration 13Q: 3 clusters Score -919251.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -919378.812500 Penalty: 876.977051
	Iteration 14Q: 3 clusters Score -919378.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -919517.187500 Penalty: 876.977051
	Iteration 15Q: 3 clusters Score -919517.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -919633.187500 Penalty: 876.977051
	Iteration 16Q: 3 clusters Score -919633.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -919734.250000 Penalty: 876.977051
	Iteration 17Q: 3 clusters Score -919734.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -919833.562500 Penalty: 876.977051
	Iteration 18Q: 3 clusters Score -919833.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -919924.500000 Penalty: 876.977051
	Iteration 19Q: 3 clusters Score -919924.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -920002.687500 Penalty: 876.977051
	Iteration 20F: 3 clusters Score -920002.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -920084.687500 Penalty: 876.977051
	Iteration 21Q: 3 clusters Score -920084.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -920146.625000 Penalty: 876.977051
	Iteration 22Q: 3 clusters Score -920146.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -920193.062500 Penalty: 876.977051
	Iteration 23Q: 3 clusters Score -920193.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -920223.062500 Penalty: 876.977051
	Iteration 24Q: 3 clusters Score -920223.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -920244.687500 Penalty: 876.977051
	Iteration 25Q: 3 clusters Score -920244.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -920259.437500 Penalty: 876.977051
	Iteration 26Q: 3 clusters Score -920259.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -920278.437500 Penalty: 876.977051
	Iteration 27Q: 3 clusters Score -920278.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -920295.625000 Penalty: 876.977051
	Iteration 28Q: 3 clusters Score -920295.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -920303.625000 Penalty: 876.977051
	Iteration 29Q: 3 clusters Score -920303.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -920312.187500 Penalty: 876.977051
	Iteration 30Q: 3 clusters Score -920312.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -920323.375000 Penalty: 876.977051
	Iteration 31Q: 3 clusters Score -920323.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -920334.937500 Penalty: 876.977051
	Iteration 32Q: 3 clusters Score -920334.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -920344.437500 Penalty: 876.977051
	Iteration 33Q: 3 clusters Score -920344.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -920351.687500 Penalty: 876.977051
	Iteration 34Q: 3 clusters Score -920351.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -920359.562500 Penalty: 876.977051
	Iteration 35Q: 3 clusters Score -920359.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -920365.000000 Penalty: 876.977051
	Iteration 36Q: 3 clusters Score -920365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -920371.500000 Penalty: 876.977051
	Iteration 37Q: 3 clusters Score -920371.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -920378.562500 Penalty: 876.977051
	Iteration 38Q: 3 clusters Score -920378.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -920386.500000 Penalty: 876.977051
	Iteration 39Q: 3 clusters Score -920386.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -920393.562500 Penalty: 876.977051
	Iteration 40F: 3 clusters Score -920393.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -920400.375000 Penalty: 876.977051
	Iteration 41Q: 3 clusters Score -920400.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -920407.312500 Penalty: 876.977051
	Iteration 42Q: 3 clusters Score -920407.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -920415.750000 Penalty: 876.977051
	Iteration 43Q: 3 clusters Score -920415.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -920423.625000 Penalty: 876.977051
	Iteration 44Q: 3 clusters Score -920423.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -920430.625000 Penalty: 876.977051
	Iteration 45Q: 3 clusters Score -920430.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -920436.062500 Penalty: 876.977051
	Iteration 46Q: 3 clusters Score -920436.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -920437.562500 Penalty: 876.977051
	Iteration 47Q: 3 clusters Score -920437.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -920442.937500 Penalty: 876.977051
	Iteration 48Q: 3 clusters Score -920442.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -920444.625000 Penalty: 876.977051
	Iteration 49Q: 3 clusters Score -920444.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -920449.000000 Penalty: 876.977051
	Iteration 50Q: 3 clusters Score -920449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -920451.562500 Penalty: 876.977051
	Iteration 51Q: 3 clusters Score -920451.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -920454.875000 Penalty: 876.977051
	Iteration 52Q: 3 clusters Score -920454.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -920457.687500 Penalty: 876.977051
	Iteration 53Q: 3 clusters Score -920457.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -920457.750000 Penalty: 876.977051
	Iteration 54Q: 3 clusters Score -920457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -920459.625000 Penalty: 876.977051
	Iteration 55Q: 3 clusters Score -920459.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -920459.312500 Penalty: 876.977051
	Iteration 56Q: 3 clusters Score -920459.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -920461.187500 Penalty: 876.977051
	Iteration 57Q: 3 clusters Score -920461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -920463.125000 Penalty: 876.977051
	Iteration 58Q: 3 clusters Score -920463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -920465.500000 Penalty: 876.977051
	Iteration 59Q: 3 clusters Score -920465.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -920464.937500 Penalty: 876.977051
	Iteration 60F: 3 clusters Score -920464.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -920466.000000 Penalty: 876.977051
	Iteration 61Q: 3 clusters Score -920466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -920467.437500 Penalty: 876.977051
	Iteration 62Q: 3 clusters Score -920467.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -920467.812500 Penalty: 876.977051
	Iteration 63Q: 3 clusters Score -920467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -920468.500000 Penalty: 876.977051
	Iteration 64Q: 3 clusters Score -920468.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -920469.375000 Penalty: 876.977051
	Iteration 65Q: 3 clusters Score -920469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -920470.875000 Penalty: 876.977051
	Iteration 66Q: 3 clusters Score -920470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -920470.750000 Penalty: 876.977051
	Iteration 67Q: 3 clusters Score -920470.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -920472.750000 Penalty: 876.977051
	Iteration 68Q: 3 clusters Score -920472.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -920476.000000 Penalty: 876.977051
	Iteration 69Q: 3 clusters Score -920476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -920474.687500 Penalty: 876.977051
	Iteration 70Q: 3 clusters Score -920474.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -920478.750000 Penalty: 876.977051
	Iteration 71Q: 3 clusters Score -920478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -920480.875000 Penalty: 876.977051
	Iteration 72Q: 3 clusters Score -920480.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -920481.937500 Penalty: 876.977051
	Iteration 73Q: 3 clusters Score -920481.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -920482.625000 Penalty: 876.977051
	Iteration 74Q: 3 clusters Score -920482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -920481.000000 Penalty: 876.977051
	Iteration 75Q: 3 clusters Score -920481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -920480.875000 Penalty: 876.977051
	Iteration 76Q: 3 clusters Score -920480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -920482.500000 Penalty: 876.977051
	Iteration 77Q: 3 clusters Score -920482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -920484.562500 Penalty: 876.977051
	Iteration 78Q: 3 clusters Score -920484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -920485.687500 Penalty: 876.977051
	Iteration 79Q: 3 clusters Score -920485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -920487.062500 Penalty: 876.977051
	Iteration 80F: 3 clusters Score -920487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -920485.437500 Penalty: 876.977051
	Iteration 81Q: 3 clusters Score -920485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -920486.687500 Penalty: 876.977051
	Iteration 82Q: 3 clusters Score -920486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -920486.187500 Penalty: 876.977051
	Iteration 83Q: 3 clusters Score -920486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -920485.562500 Penalty: 876.977051
	Iteration 84Q: 3 clusters Score -920485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -920486.812500 Penalty: 876.977051
	Iteration 85Q: 3 clusters Score -920486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -920486.812500 Penalty: 876.977051
	Iteration 86Q: 3 clusters Score -920486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -920486.500000 Penalty: 876.977051
	Iteration 87Q: 3 clusters Score -920486.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -920487.250000 Penalty: 876.977051
	Iteration 88Q: 3 clusters Score -920487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -920486.750000 Penalty: 876.977051
	Iteration 89Q: 3 clusters Score -920486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -920489.625000 Penalty: 876.977051
	Iteration 90Q: 3 clusters Score -920489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -920489.562500 Penalty: 876.977051
	Iteration 91Q: 3 clusters Score -920489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -920490.875000 Penalty: 876.977051
	Iteration 92Q: 3 clusters Score -920490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -920490.937500 Penalty: 876.977051
	Iteration 93Q: 3 clusters Score -920490.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -920490.375000 Penalty: 876.977051
	Iteration 94Q: 3 clusters Score -920490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -920489.062500 Penalty: 876.977051
	Iteration 95Q: 3 clusters Score -920489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -920488.625000 Penalty: 876.977051
	Iteration 96Q: 3 clusters Score -920488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -920488.437500 Penalty: 876.977051
	Iteration 97Q: 3 clusters Score -920488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -920489.062500 Penalty: 876.977051
	Iteration 98Q: 3 clusters Score -920489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -920491.000000 Penalty: 876.977051
	Iteration 99Q: 3 clusters Score -920491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -920490.562500 Penalty: 876.977051
	Iteration 100F: 3 clusters Score -920490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -920490.812500 Penalty: 876.977051
	Iteration 101Q: 3 clusters Score -920490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -920489.687500 Penalty: 876.977051
	Iteration 102Q: 3 clusters Score -920489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -920490.562500 Penalty: 876.977051
	Iteration 103Q: 3 clusters Score -920490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -920490.812500 Penalty: 876.977051
	Iteration 104Q: 3 clusters Score -920490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -920490.000000 Penalty: 876.977051
	Iteration 105Q: 3 clusters Score -920490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -920490.812500 Penalty: 876.977051
	Iteration 106Q: 3 clusters Score -920490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -920491.250000 Penalty: 876.977051
	Iteration 107Q: 3 clusters Score -920491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -920491.625000 Penalty: 876.977051
	Iteration 108Q: 3 clusters Score -920491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -920491.500000 Penalty: 876.977051
	Iteration 109Q: 3 clusters Score -920491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -920491.937500 Penalty: 876.977051
	Iteration 110Q: 3 clusters Score -920491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -920492.500000 Penalty: 876.977051
	Iteration 111Q: 3 clusters Score -920492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -920492.250000 Penalty: 876.977051
	Iteration 112Q: 3 clusters Score -920492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -920492.250000 Penalty: 876.977051
	Iteration 113Q: 3 clusters Score -920492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -920493.875000 Penalty: 876.977051
	Iteration 114Q: 3 clusters Score -920493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -920492.687500 Penalty: 876.977051
	Iteration 115Q: 3 clusters Score -920492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -920492.875000 Penalty: 876.977051
	Iteration 116Q: 3 clusters Score -920492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -920493.687500 Penalty: 876.977051
	Iteration 117Q: 3 clusters Score -920493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -920494.875000 Penalty: 876.977051
	Iteration 118Q: 3 clusters Score -920494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -920493.125000 Penalty: 876.977051
	Iteration 119Q: 3 clusters Score -920493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -920493.812500 Penalty: 876.977051
	Iteration 120F: 3 clusters Score -920493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -920494.750000 Penalty: 876.977051
	Iteration 121Q: 3 clusters Score -920494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -920494.937500 Penalty: 876.977051
	Iteration 122Q: 3 clusters Score -920494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -920493.875000 Penalty: 876.977051
	Iteration 123Q: 3 clusters Score -920493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -920494.312500 Penalty: 876.977051
	Iteration 124Q: 3 clusters Score -920494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -920497.750000 Penalty: 876.977051
	Iteration 125Q: 3 clusters Score -920497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -920497.500000 Penalty: 876.977051
	Iteration 126Q: 3 clusters Score -920497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -920496.687500 Penalty: 876.977051
	Iteration 127Q: 3 clusters Score -920496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -920495.937500 Penalty: 876.977051
	Iteration 128Q: 3 clusters Score -920495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -920495.937500 Penalty: 876.977051
	Iteration 129F: 3 clusters Score -920495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 43414 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 47224 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 65522 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 167588 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 45605 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 69060 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 20 contains 39077 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 26144 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 2002 members 
Mstep: Class 32 contains 8278 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44771 members 
Mstep: Class 35 contains 15323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218188.000000 Penalty: 21425.742188
Iteration 239Q: 36 clusters Score -4.221819e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 43413 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 47483 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 15538 members 
Mstep: Class 10 contains 65491 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 167611 members 
Mstep: Class 14 contains 46845 members 
Mstep: Class 15 contains 45592 members 
Mstep: Class 16 contains 4685 members 
Mstep: Class 17 contains 69091 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 39092 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 25858 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3396 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 1995 members 
Mstep: Class 32 contains 8284 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44799 members 
Mstep: Class 35 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 36 clusters Score -4.221809e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 43412 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 47692 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 15523 members 
Mstep: Class 10 contains 65480 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14490 members 
Mstep: Class 13 contains 167646 members 
Mstep: Class 14 contains 46854 members 
Mstep: Class 15 contains 45565 members 
Mstep: Class 16 contains 4686 members 
Mstep: Class 17 contains 69128 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 20 contains 39112 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 25614 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 2133 members 
Mstep: Class 29 contains 3359 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 8294 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44808 members 
Mstep: Class 35 contains 15351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218124.000000 Penalty: 21425.742188
Iteration 241Q: 36 clusters Score -4.221812e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 43411 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 47857 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 15511 members 
Mstep: Class 10 contains 65480 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 167674 members 
Mstep: Class 14 contains 46864 members 
Mstep: Class 15 contains 45532 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 69182 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 39126 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 4547 members 
Mstep: Class 24 contains 25414 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 8302 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44817 members 
Mstep: Class 35 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 36 clusters Score -4.221798e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 43409 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48002 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 65459 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 167689 members 
Mstep: Class 14 contains 46883 members 
Mstep: Class 15 contains 45532 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 69235 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 39136 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 4540 members 
Mstep: Class 24 contains 25248 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 2134 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1991 members 
Mstep: Class 32 contains 8307 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44808 members 
Mstep: Class 35 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217988.000000 Penalty: 21425.742188
Iteration 243Q: 36 clusters Score -4.221799e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 43407 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48133 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 65440 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 167670 members 
Mstep: Class 14 contains 46900 members 
Mstep: Class 15 contains 45514 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 69297 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39145 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 25101 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3282 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1991 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44812 members 
Mstep: Class 35 contains 15362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218072.000000 Penalty: 21425.742188
Iteration 244Q: 36 clusters Score -4.221807e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 43406 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48260 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 15475 members 
Mstep: Class 10 contains 65394 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 167681 members 
Mstep: Class 14 contains 46912 members 
Mstep: Class 15 contains 45500 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 17 contains 69358 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39148 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 24958 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 2129 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1987 members 
Mstep: Class 32 contains 8319 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44816 members 
Mstep: Class 35 contains 15373 members 
Entering Unmasked Estep 
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Score: -42218108.000000 Penalty: 21425.742188
Iteration 245Q: 36 clusters Score -4.221811e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 43404 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48373 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 15455 members 
Mstep: Class 10 contains 65343 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 167707 members 
Mstep: Class 14 contains 46922 members 
Mstep: Class 15 contains 45451 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 69414 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 39156 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 24861 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 2129 members 
Mstep: Class 29 contains 3258 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44815 members 
Mstep: Class 35 contains 15380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218068.000000 Penalty: 21425.742188
Iteration 246Q: 36 clusters Score -4.221807e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 43404 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48473 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 15433 members 
Mstep: Class 10 contains 65307 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 167717 members 
Mstep: Class 14 contains 46928 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 69468 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 39173 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 24783 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 2581 members 
Mstep: Class 28 contains 2127 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1983 members 
Mstep: Class 32 contains 8332 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44814 members 
Mstep: Class 35 contains 15402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218040.000000 Penalty: 21425.742188
Iteration 247Q: 36 clusters Score -4.221804e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 43400 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48566 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 65261 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14444 members 
Mstep: Class 13 contains 167733 members 
Mstep: Class 14 contains 46940 members 
Mstep: Class 15 contains 45332 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 69512 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 39185 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3345 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 24731 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 2574 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 3237 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1983 members 
Mstep: Class 32 contains 8338 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44812 members 
Mstep: Class 35 contains 15425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218004.000000 Penalty: 21425.742188
Iteration 248Q: 36 clusters Score -4.2218e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 43398 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48656 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 65209 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14445 members 
Mstep: Class 13 contains 167738 members 
Mstep: Class 14 contains 46939 members 
Mstep: Class 15 contains 45266 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 69537 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 39199 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 24704 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2568 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3219 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1982 members 
Mstep: Class 32 contains 8346 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44812 members 
Mstep: Class 35 contains 15453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218000.000000 Penalty: 21425.742188
Iteration 249Q: 36 clusters Score -4.2218e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 43399 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48754 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 65167 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14429 members 
Mstep: Class 13 contains 167749 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 45198 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 69571 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39213 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 24658 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2562 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44825 members 
Mstep: Class 35 contains 15475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217912.000000 Penalty: 21425.742188
Iteration 250Q: 36 clusters Score -4.221791e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 43404 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48848 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 15392 members 
Mstep: Class 10 contains 65130 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 167721 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 45159 members 
Mstep: Class 16 contains 4720 members 
Mstep: Class 17 contains 69598 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 24599 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 2561 members 
Mstep: Class 28 contains 2133 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 8362 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44844 members 
Mstep: Class 35 contains 15497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217888.000000 Penalty: 21425.742188
Iteration 251Q: 36 clusters Score -4.221789e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 43401 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 48953 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 65104 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14379 members 
Mstep: Class 13 contains 167697 members 
Mstep: Class 14 contains 46953 members 
Mstep: Class 15 contains 45123 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 69607 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39242 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 24563 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2561 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 8370 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44860 members 
Mstep: Class 35 contains 15525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217944.000000 Penalty: 21425.742188
Iteration 252Q: 36 clusters Score -4.221794e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 43403 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 15376 members 
Mstep: Class 10 contains 65067 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14371 members 
Mstep: Class 13 contains 167663 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 15 contains 45073 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 69635 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39244 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 24564 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 8375 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44870 members 
Mstep: Class 35 contains 15555 members 
Entering Unmasked Estep 
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Score: -42217960.000000 Penalty: 21425.742188
Iteration 253Q: 36 clusters Score -4.221796e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 43403 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 15367 members 
Mstep: Class 10 contains 64997 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 167668 members 
Mstep: Class 14 contains 46960 members 
Mstep: Class 15 contains 45016 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39235 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 24568 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 1451 members 
Mstep: Class 27 contains 2572 members 
Mstep: Class 28 contains 2129 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44884 members 
Mstep: Class 35 contains 15578 members 
Entering Unmasked Estep 
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Iteration 254Q: 36 clusters Score -4.221791e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 43401 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49170 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 64935 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14365 members 
Mstep: Class 13 contains 167663 members 
Mstep: Class 14 contains 46963 members 
Mstep: Class 15 contains 44943 members 
Mstep: Class 16 contains 4720 members 
Mstep: Class 17 contains 69704 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39230 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4510 members 
Mstep: Class 24 contains 24583 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 2577 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 8386 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44899 members 
Mstep: Class 35 contains 15598 members 
Entering Unmasked Estep 
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Score: -42217984.000000 Penalty: 21425.742188
Iteration 255Q: 36 clusters Score -4.221798e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 43398 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49234 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 15364 members 
Mstep: Class 10 contains 64895 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14370 members 
Mstep: Class 13 contains 167650 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 15 contains 44855 members 
Mstep: Class 16 contains 4723 members 
Mstep: Class 17 contains 69730 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39243 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4495 members 
Mstep: Class 24 contains 24605 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 8393 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44893 members 
Mstep: Class 35 contains 15627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42217984.000000 Penalty: 21425.742188
Iteration 256Q: 36 clusters Score -4.221798e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 43393 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49329 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 64831 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 13 contains 167637 members 
Mstep: Class 14 contains 46957 members 
Mstep: Class 15 contains 44770 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 69761 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39255 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 24642 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 1443 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 2127 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 8409 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44893 members 
Mstep: Class 35 contains 15650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218096.000000 Penalty: 21425.742188
Iteration 257Q: 36 clusters Score -4.22181e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49413 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 15342 members 
Mstep: Class 10 contains 64782 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14368 members 
Mstep: Class 13 contains 167636 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 44682 members 
Mstep: Class 16 contains 4738 members 
Mstep: Class 17 contains 69785 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 24693 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 1443 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 2126 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 8422 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44890 members 
Mstep: Class 35 contains 15679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218116.000000 Penalty: 21425.742188
Iteration 258Q: 36 clusters Score -4.221812e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 43385 members 
Mstep: Class 3 contains 1758 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49512 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 15334 members 
Mstep: Class 10 contains 64714 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 167642 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 15 contains 44571 members 
Mstep: Class 16 contains 4741 members 
Mstep: Class 17 contains 69807 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 24739 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 1449 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 2127 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 8430 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44889 members 
Mstep: Class 35 contains 15710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218160.000000 Penalty: 21425.742188
Iteration 259Q: 36 clusters Score -4.221816e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 43383 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49592 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 64642 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14365 members 
Mstep: Class 13 contains 167653 members 
Mstep: Class 14 contains 46952 members 
Mstep: Class 15 contains 44443 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 17 contains 69817 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 24814 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 2123 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1969 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44888 members 
Mstep: Class 35 contains 15739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218164.000000 Penalty: 21425.742188
Iteration 260F: 36 clusters Score -4.221816e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 43384 members 
Mstep: Class 3 contains 1750 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49639 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 64612 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14356 members 
Mstep: Class 13 contains 167651 members 
Mstep: Class 14 contains 46952 members 
Mstep: Class 15 contains 44300 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 69842 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 24908 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 8453 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44889 members 
Mstep: Class 35 contains 15754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218164.000000 Penalty: 21425.742188
Iteration 261Q: 36 clusters Score -4.221816e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 43384 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49689 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 64562 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14358 members 
Mstep: Class 13 contains 167643 members 
Mstep: Class 14 contains 46953 members 
Mstep: Class 15 contains 44151 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 69860 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 25019 members 
Mstep: Class 25 contains 1674 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 2123 members 
Mstep: Class 29 contains 3083 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 8466 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 44888 members 
Mstep: Class 35 contains 15774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218228.000000 Penalty: 21425.742188
Iteration 262Q: 36 clusters Score -4.221823e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 43385 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49748 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 879 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 64513 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14350 members 
Mstep: Class 13 contains 167639 members 
Mstep: Class 14 contains 46948 members 
Mstep: Class 15 contains 44003 members 
Mstep: Class 16 contains 4758 members 
Mstep: Class 17 contains 69904 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39252 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 25104 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 3084 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 8482 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 44898 members 
Mstep: Class 35 contains 15787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218180.000000 Penalty: 21425.742188
Iteration 263Q: 36 clusters Score -4.221818e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 43385 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49805 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 64451 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14343 members 
Mstep: Class 13 contains 167635 members 
Mstep: Class 14 contains 46940 members 
Mstep: Class 15 contains 43874 members 
Mstep: Class 16 contains 4766 members 
Mstep: Class 17 contains 69933 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39241 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 25206 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 3083 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1967 members 
Mstep: Class 32 contains 8499 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 44911 members 
Mstep: Class 35 contains 15801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218052.000000 Penalty: 21425.742188
Iteration 264Q: 36 clusters Score -4.221805e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 43380 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49873 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 64375 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14336 members 
Mstep: Class 13 contains 167645 members 
Mstep: Class 14 contains 46940 members 
Mstep: Class 15 contains 43731 members 
Mstep: Class 16 contains 4776 members 
Mstep: Class 17 contains 69966 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39230 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4416 members 
Mstep: Class 24 contains 25323 members 
Mstep: Class 25 contains 1674 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 2124 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1967 members 
Mstep: Class 32 contains 8517 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 44917 members 
Mstep: Class 35 contains 15810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218092.000000 Penalty: 21425.742188
Iteration 265Q: 36 clusters Score -4.221809e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 43377 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 49946 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 15259 members 
Mstep: Class 10 contains 64299 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14329 members 
Mstep: Class 13 contains 167652 members 
Mstep: Class 14 contains 46948 members 
Mstep: Class 15 contains 43592 members 
Mstep: Class 16 contains 4776 members 
Mstep: Class 17 contains 70010 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4401 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 2125 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 8533 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 44928 members 
Mstep: Class 35 contains 15822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218352.000000 Penalty: 21425.742188
Iteration 266Q: 36 clusters Score -4.221835e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 43373 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50027 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 15240 members 
Mstep: Class 10 contains 64219 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14315 members 
Mstep: Class 13 contains 167628 members 
Mstep: Class 14 contains 46955 members 
Mstep: Class 15 contains 43470 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 70028 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39212 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 25599 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 2123 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 8549 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 44930 members 
Mstep: Class 35 contains 15837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218500.000000 Penalty: 21425.742188
Iteration 267Q: 36 clusters Score -4.22185e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 4715 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50087 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 15220 members 
Mstep: Class 10 contains 64122 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14303 members 
Mstep: Class 13 contains 167629 members 
Mstep: Class 14 contains 46963 members 
Mstep: Class 15 contains 43320 members 
Mstep: Class 16 contains 4782 members 
Mstep: Class 17 contains 70046 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39198 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 25778 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 8568 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44940 members 
Mstep: Class 35 contains 15860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218284.000000 Penalty: 21425.742188
Iteration 268Q: 36 clusters Score -4.221828e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 43375 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50184 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 15205 members 
Mstep: Class 10 contains 64034 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14297 members 
Mstep: Class 13 contains 167584 members 
Mstep: Class 14 contains 46973 members 
Mstep: Class 15 contains 43155 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 70082 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39161 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 4361 members 
Mstep: Class 24 contains 25977 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 2591 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 3046 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 8583 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44942 members 
Mstep: Class 35 contains 15879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218504.000000 Penalty: 21425.742188
Iteration 269Q: 36 clusters Score -4.22185e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 43371 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50269 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 15200 members 
Mstep: Class 10 contains 63937 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14280 members 
Mstep: Class 13 contains 167553 members 
Mstep: Class 14 contains 46996 members 
Mstep: Class 15 contains 42998 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 70128 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39138 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 26160 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44967 members 
Mstep: Class 35 contains 15886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218744.000000 Penalty: 21425.742188
Iteration 270Q: 36 clusters Score -4.221874e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 43373 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50356 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 15180 members 
Mstep: Class 10 contains 63819 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14282 members 
Mstep: Class 13 contains 167545 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 15 contains 42836 members 
Mstep: Class 16 contains 4815 members 
Mstep: Class 17 contains 70200 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 39106 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 26331 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 2582 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 3025 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1951 members 
Mstep: Class 32 contains 8612 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44975 members 
Mstep: Class 35 contains 15899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42218832.000000 Penalty: 21425.742188
Iteration 271Q: 36 clusters Score -4.221883e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 43377 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50401 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 15142 members 
Mstep: Class 10 contains 63735 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14281 members 
Mstep: Class 13 contains 167445 members 
Mstep: Class 14 contains 47045 members 
Mstep: Class 15 contains 42694 members 
Mstep: Class 16 contains 4826 members 
Mstep: Class 17 contains 70299 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 39079 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 26554 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 2099 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1948 members 
Mstep: Class 32 contains 8620 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44980 members 
Mstep: Class 35 contains 15907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219024.000000 Penalty: 21425.742188
Iteration 272Q: 36 clusters Score -4.221902e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 43371 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50417 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 15095 members 
Mstep: Class 10 contains 63649 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14269 members 
Mstep: Class 13 contains 167414 members 
Mstep: Class 14 contains 47074 members 
Mstep: Class 15 contains 42584 members 
Mstep: Class 16 contains 4844 members 
Mstep: Class 17 contains 70406 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 39031 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4298 members 
Mstep: Class 24 contains 26768 members 
Mstep: Class 25 contains 1662 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 2574 members 
Mstep: Class 28 contains 2088 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1945 members 
Mstep: Class 32 contains 8634 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 44993 members 
Mstep: Class 35 contains 15908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219296.000000 Penalty: 21425.742188
Iteration 273Q: 36 clusters Score -4.22193e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 43368 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50428 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 15044 members 
Mstep: Class 10 contains 63575 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14263 members 
Mstep: Class 13 contains 167376 members 
Mstep: Class 14 contains 47094 members 
Mstep: Class 15 contains 42469 members 
Mstep: Class 16 contains 4862 members 
Mstep: Class 17 contains 70501 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 591 members 
Mstep: Class 20 contains 38990 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 26990 members 
Mstep: Class 25 contains 1655 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2575 members 
Mstep: Class 28 contains 2078 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1939 members 
Mstep: Class 32 contains 8652 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 45000 members 
Mstep: Class 35 contains 15909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219632.000000 Penalty: 21425.742188
Iteration 274Q: 36 clusters Score -4.221963e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 43365 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50418 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 14988 members 
Mstep: Class 10 contains 63516 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 167400 members 
Mstep: Class 14 contains 47106 members 
Mstep: Class 15 contains 42321 members 
Mstep: Class 16 contains 4872 members 
Mstep: Class 17 contains 70625 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 38949 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4271 members 
Mstep: Class 24 contains 27187 members 
Mstep: Class 25 contains 1651 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 2567 members 
Mstep: Class 28 contains 2072 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1932 members 
Mstep: Class 32 contains 8671 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 45018 members 
Mstep: Class 35 contains 15922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219768.000000 Penalty: 21425.742188
Iteration 275Q: 36 clusters Score -4.221977e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 43365 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50410 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 63458 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 167381 members 
Mstep: Class 14 contains 47108 members 
Mstep: Class 15 contains 42194 members 
Mstep: Class 16 contains 4883 members 
Mstep: Class 17 contains 70741 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 38931 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 27359 members 
Mstep: Class 25 contains 1649 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 2070 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 8691 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 45030 members 
Mstep: Class 35 contains 15938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42219884.000000 Penalty: 21425.742188
Iteration 276Q: 36 clusters Score -4.221988e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 43357 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50418 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 63426 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14236 members 
Mstep: Class 13 contains 167339 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 42088 members 
Mstep: Class 16 contains 4889 members 
Mstep: Class 17 contains 70848 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 38900 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 27546 members 
Mstep: Class 25 contains 1649 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 2546 members 
Mstep: Class 28 contains 2064 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1927 members 
Mstep: Class 32 contains 8702 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 45035 members 
Mstep: Class 35 contains 15952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220152.000000 Penalty: 21425.742188
Iteration 277Q: 36 clusters Score -4.222015e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 4773 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 50395 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 63389 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 14235 members 
Mstep: Class 13 contains 167281 members 
Mstep: Class 14 contains 47134 members 
Mstep: Class 15 contains 41988 members 
Mstep: Class 16 contains 4899 members 
Mstep: Class 17 contains 70987 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 38876 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 27731 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 2540 members 
Mstep: Class 28 contains 2056 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 8714 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 45040 members 
Mstep: Class 35 contains 15957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42220528.000000 Penalty: 21425.742188
Iteration 278Q: 36 clusters Score -4.222053e+07 nChanged 1688
Entering ConstructFrom: 
Score: -42220528.000000 Penalty: 21425.742188
Entering ConstructFrom: 
Trying to split cluster 1 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -631832.750000 Penalty: 418.796631
	Iteration 0F: 2 clusters Score -631832.8 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 5021 members 
Entering Unmasked Estep 
Score: -625256.750000 Penalty: 837.593262
	Iteration 0F: 3 clusters Score -625256.8 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -627953.187500 Penalty: 837.593262
	Iteration 1F: 3 clusters Score -627953.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -628168.375000 Penalty: 837.593262
	Iteration 2F: 3 clusters Score -628168.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -628399.312500 Penalty: 837.593262
	Iteration 3Q: 3 clusters Score -628399.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -628722.750000 Penalty: 837.593262
	Iteration 4F: 3 clusters Score -628722.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -629267.250000 Penalty: 837.593262
	Iteration 5F: 3 clusters Score -629267.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -629984.000000 Penalty: 837.593262
	Iteration 6F: 3 clusters Score -629984 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -630700.437500 Penalty: 837.593262
	Iteration 7F: 3 clusters Score -630700.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -631161.812500 Penalty: 837.593262
	Iteration 8Q: 3 clusters Score -631161.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -631358.312500 Penalty: 837.593262
	Iteration 9Q: 3 clusters Score -631358.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -631420.000000 Penalty: 837.593262
	Iteration 10Q: 3 clusters Score -631420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -631433.375000 Penalty: 837.593262
	Iteration 11Q: 3 clusters Score -631433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -631439.250000 Penalty: 837.593262
	Iteration 12Q: 3 clusters Score -631439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -631442.562500 Penalty: 837.593262
	Iteration 13Q: 3 clusters Score -631442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -631445.750000 Penalty: 837.593262
	Iteration 14Q: 3 clusters Score -631445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -631445.750000 Penalty: 837.593262
	Iteration 15F: 3 clusters Score -631445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Entering Unmasked Estep 
Score: -2866609.500000 Penalty: 485.779022
	Iteration 0F: 2 clusters Score -2866610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2838143.000000 Penalty: 971.558044
	Iteration 0F: 3 clusters Score -2838143 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -2850730.250000 Penalty: 971.558044
	Iteration 1F: 3 clusters Score -2850730 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2851753.000000 Penalty: 971.558044
	Iteration 2F: 3 clusters Score -2851753 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -2853527.000000 Penalty: 971.558044
	Iteration 3F: 3 clusters Score -2853527 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -2856130.500000 Penalty: 971.558044
	Iteration 4F: 3 clusters Score -2856130 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -2859635.000000 Penalty: 971.558044
	Iteration 5F: 3 clusters Score -2859635 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -2862677.000000 Penalty: 971.558044
	Iteration 6F: 3 clusters Score -2862677 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -2864560.750000 Penalty: 971.558044
	Iteration 7Q: 3 clusters Score -2864561 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -2865436.250000 Penalty: 971.558044
	Iteration 8Q: 3 clusters Score -2865436 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -2865828.500000 Penalty: 971.558044
	Iteration 9Q: 3 clusters Score -2865828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -2865976.500000 Penalty: 971.558044
	Iteration 10Q: 3 clusters Score -2865976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -2866036.000000 Penalty: 971.558044
	Iteration 11Q: 3 clusters Score -2866036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -2866073.500000 Penalty: 971.558044
	Iteration 12Q: 3 clusters Score -2866074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -2866094.000000 Penalty: 971.558044
	Iteration 13Q: 3 clusters Score -2866094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -2866117.000000 Penalty: 971.558044
	Iteration 14Q: 3 clusters Score -2866117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -2866132.750000 Penalty: 971.558044
	Iteration 15Q: 3 clusters Score -2866133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -2866142.250000 Penalty: 971.558044
	Iteration 16Q: 3 clusters Score -2866142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -2866156.250000 Penalty: 971.558044
	Iteration 17Q: 3 clusters Score -2866156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -2866164.250000 Penalty: 971.558044
	Iteration 18Q: 3 clusters Score -2866164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -2866167.250000 Penalty: 971.558044
	Iteration 19Q: 3 clusters Score -2866167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -2866186.250000 Penalty: 971.558044
	Iteration 20F: 3 clusters Score -2866186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -2866190.000000 Penalty: 971.558044
	Iteration 21Q: 3 clusters Score -2866190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -2866192.000000 Penalty: 971.558044
	Iteration 22Q: 3 clusters Score -2866192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -2866194.500000 Penalty: 971.558044
	Iteration 23Q: 3 clusters Score -2866194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -2866198.000000 Penalty: 971.558044
	Iteration 24Q: 3 clusters Score -2866198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -2866200.000000 Penalty: 971.558044
	Iteration 25Q: 3 clusters Score -2866200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -2866203.250000 Penalty: 971.558044
	Iteration 26Q: 3 clusters Score -2866203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -2866203.000000 Penalty: 971.558044
	Iteration 27Q: 3 clusters Score -2866203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -2866201.500000 Penalty: 971.558044
	Iteration 28Q: 3 clusters Score -2866202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -2866203.250000 Penalty: 971.558044
	Iteration 29Q: 3 clusters Score -2866203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -2866198.750000 Penalty: 971.558044
	Iteration 30Q: 3 clusters Score -2866199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -2866198.750000 Penalty: 971.558044
	Iteration 31F: 3 clusters Score -2866199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -107536.945312 Penalty: 337.718018
	Iteration 0F: 2 clusters Score -107536.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106298.976562 Penalty: 675.436035
	Iteration 0F: 3 clusters Score -106299 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106711.453125 Penalty: 675.436035
	Iteration 1F: 3 clusters Score -106711.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -106794.328125 Penalty: 675.436035
	Iteration 2F: 3 clusters Score -106794.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -106848.125000 Penalty: 675.436035
	Iteration 3F: 3 clusters Score -106848.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -106897.562500 Penalty: 675.436035
	Iteration 4Q: 3 clusters Score -106897.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -106935.476562 Penalty: 675.436035
	Iteration 5Q: 3 clusters Score -106935.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -106968.476562 Penalty: 675.436035
	Iteration 6Q: 3 clusters Score -106968.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -107006.773438 Penalty: 675.436035
	Iteration 7Q: 3 clusters Score -107006.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -107029.890625 Penalty: 675.436035
	Iteration 8Q: 3 clusters Score -107029.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -107043.179688 Penalty: 675.436035
	Iteration 9Q: 3 clusters Score -107043.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -107051.960938 Penalty: 675.436035
	Iteration 10Q: 3 clusters Score -107052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -107057.039062 Penalty: 675.436035
	Iteration 11Q: 3 clusters Score -107057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -107062.875000 Penalty: 675.436035
	Iteration 12Q: 3 clusters Score -107062.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107066.507812 Penalty: 675.436035
	Iteration 13Q: 3 clusters Score -107066.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -107068.453125 Penalty: 675.436035
	Iteration 14Q: 3 clusters Score -107068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -107068.687500 Penalty: 675.436035
	Iteration 15Q: 3 clusters Score -107068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -107069.117188 Penalty: 675.436035
	Iteration 16Q: 3 clusters Score -107069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -107070.078125 Penalty: 675.436035
	Iteration 17Q: 3 clusters Score -107070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -107071.343750 Penalty: 675.436035
	Iteration 18Q: 3 clusters Score -107071.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -107073.578125 Penalty: 675.436035
	Iteration 19Q: 3 clusters Score -107073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -107073.937500 Penalty: 675.436035
	Iteration 20F: 3 clusters Score -107073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -107074.062500 Penalty: 675.436035
	Iteration 21Q: 3 clusters Score -107074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -107074.062500 Penalty: 675.436035
	Iteration 22F: 3 clusters Score -107074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -308787.281250 Penalty: 385.456360
	Iteration 0F: 2 clusters Score -308787.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -305581.437500 Penalty: 770.912720
	Iteration 0F: 3 clusters Score -305581.4 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -306757.406250 Penalty: 770.912720
	Iteration 1F: 3 clusters Score -306757.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -306986.062500 Penalty: 770.912720
	Iteration 2F: 3 clusters Score -306986.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -307242.000000 Penalty: 770.912720
	Iteration 3F: 3 clusters Score -307242 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -307503.781250 Penalty: 770.912720
	Iteration 4F: 3 clusters Score -307503.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -307689.187500 Penalty: 770.912720
	Iteration 5F: 3 clusters Score -307689.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -307831.968750 Penalty: 770.912720
	Iteration 6Q: 3 clusters Score -307832 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -307926.781250 Penalty: 770.912720
	Iteration 7Q: 3 clusters Score -307926.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -308001.406250 Penalty: 770.912720
	Iteration 8Q: 3 clusters Score -308001.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -308058.250000 Penalty: 770.912720
	Iteration 9Q: 3 clusters Score -308058.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -308097.906250 Penalty: 770.912720
	Iteration 10Q: 3 clusters Score -308097.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -308122.250000 Penalty: 770.912720
	Iteration 11Q: 3 clusters Score -308122.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -308138.312500 Penalty: 770.912720
	Iteration 12Q: 3 clusters Score -308138.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -308150.250000 Penalty: 770.912720
	Iteration 13Q: 3 clusters Score -308150.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -308164.406250 Penalty: 770.912720
	Iteration 14Q: 3 clusters Score -308164.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -308186.343750 Penalty: 770.912720
	Iteration 15Q: 3 clusters Score -308186.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -308209.968750 Penalty: 770.912720
	Iteration 16Q: 3 clusters Score -308210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -308230.093750 Penalty: 770.912720
	Iteration 17Q: 3 clusters Score -308230.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -308247.375000 Penalty: 770.912720
	Iteration 18Q: 3 clusters Score -308247.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -308265.656250 Penalty: 770.912720
	Iteration 19Q: 3 clusters Score -308265.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -308286.312500 Penalty: 770.912720
	Iteration 20F: 3 clusters Score -308286.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -308308.406250 Penalty: 770.912720
	Iteration 21Q: 3 clusters Score -308308.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -308338.093750 Penalty: 770.912720
	Iteration 22Q: 3 clusters Score -308338.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -308369.375000 Penalty: 770.912720
	Iteration 23Q: 3 clusters Score -308369.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -308407.593750 Penalty: 770.912720
	Iteration 24Q: 3 clusters Score -308407.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -308439.437500 Penalty: 770.912720
	Iteration 25Q: 3 clusters Score -308439.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -308465.125000 Penalty: 770.912720
	Iteration 26Q: 3 clusters Score -308465.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -308480.781250 Penalty: 770.912720
	Iteration 27Q: 3 clusters Score -308480.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -308491.312500 Penalty: 770.912720
	Iteration 28Q: 3 clusters Score -308491.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -308500.375000 Penalty: 770.912720
	Iteration 29Q: 3 clusters Score -308500.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -308505.562500 Penalty: 770.912720
	Iteration 30Q: 3 clusters Score -308505.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -308510.500000 Penalty: 770.912720
	Iteration 31Q: 3 clusters Score -308510.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -308515.312500 Penalty: 770.912720
	Iteration 32Q: 3 clusters Score -308515.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -308518.656250 Penalty: 770.912720
	Iteration 33Q: 3 clusters Score -308518.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -308523.343750 Penalty: 770.912720
	Iteration 34Q: 3 clusters Score -308523.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -308527.343750 Penalty: 770.912720
	Iteration 35Q: 3 clusters Score -308527.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -308530.875000 Penalty: 770.912720
	Iteration 36Q: 3 clusters Score -308530.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -308534.031250 Penalty: 770.912720
	Iteration 37Q: 3 clusters Score -308534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -308535.343750 Penalty: 770.912720
	Iteration 38Q: 3 clusters Score -308535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -308536.656250 Penalty: 770.912720
	Iteration 39Q: 3 clusters Score -308536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -308537.593750 Penalty: 770.912720
	Iteration 40F: 3 clusters Score -308537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -308538.187500 Penalty: 770.912720
	Iteration 41Q: 3 clusters Score -308538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -308539.125000 Penalty: 770.912720
	Iteration 42Q: 3 clusters Score -308539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -308539.718750 Penalty: 770.912720
	Iteration 43Q: 3 clusters Score -308539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -308540.593750 Penalty: 770.912720
	Iteration 44Q: 3 clusters Score -308540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -308540.593750 Penalty: 770.912720
	Iteration 45Q: 3 clusters Score -308540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -308540.312500 Penalty: 770.912720
	Iteration 46Q: 3 clusters Score -308540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -308541.000000 Penalty: 770.912720
	Iteration 47Q: 3 clusters Score -308541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -308541.093750 Penalty: 770.912720
	Iteration 48Q: 3 clusters Score -308541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -308541.125000 Penalty: 770.912720
	Iteration 49Q: 3 clusters Score -308541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -308541.125000 Penalty: 770.912720
	Iteration 50F: 3 clusters Score -308541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5878.686035 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5878.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5663.195801 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5663.196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5708.676758 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5708.677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5716.964355 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -5716.964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5720.651855 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5720.652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5729.207520 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5729.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5729.207520 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -5729.208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Entering Unmasked Estep 
Score: -3155042.750000 Penalty: 492.648926
	Iteration 0F: 2 clusters Score -3155043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3122252.000000 Penalty: 985.297852
	Iteration 0F: 3 clusters Score -3122252 nChanged 24302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3137401.750000 Penalty: 985.297852
	Iteration 1F: 3 clusters Score -3137402 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3138586.750000 Penalty: 985.297852
	Iteration 2F: 3 clusters Score -3138587 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3140344.750000 Penalty: 985.297852
	Iteration 3F: 3 clusters Score -3140345 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3142875.500000 Penalty: 985.297852
	Iteration 4F: 3 clusters Score -3142876 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3145837.250000 Penalty: 985.297852
	Iteration 5F: 3 clusters Score -3145837 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3148272.750000 Penalty: 985.297852
	Iteration 6F: 3 clusters Score -3148273 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3149529.000000 Penalty: 985.297852
	Iteration 7Q: 3 clusters Score -3149529 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3150180.250000 Penalty: 985.297852
	Iteration 8Q: 3 clusters Score -3150180 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3150677.500000 Penalty: 985.297852
	Iteration 9Q: 3 clusters Score -3150678 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3151144.500000 Penalty: 985.297852
	Iteration 10Q: 3 clusters Score -3151144 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3151595.250000 Penalty: 985.297852
	Iteration 11Q: 3 clusters Score -3151595 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3152038.750000 Penalty: 985.297852
	Iteration 12Q: 3 clusters Score -3152039 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3152490.250000 Penalty: 985.297852
	Iteration 13Q: 3 clusters Score -3152490 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3152880.500000 Penalty: 985.297852
	Iteration 14Q: 3 clusters Score -3152880 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3153179.500000 Penalty: 985.297852
	Iteration 15Q: 3 clusters Score -3153180 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3153457.250000 Penalty: 985.297852
	Iteration 16Q: 3 clusters Score -3153457 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3153693.500000 Penalty: 985.297852
	Iteration 17Q: 3 clusters Score -3153694 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3153871.750000 Penalty: 985.297852
	Iteration 18Q: 3 clusters Score -3153872 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3154025.000000 Penalty: 985.297852
	Iteration 19Q: 3 clusters Score -3154025 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3154167.250000 Penalty: 985.297852
	Iteration 20F: 3 clusters Score -3154167 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3154280.250000 Penalty: 985.297852
	Iteration 21Q: 3 clusters Score -3154280 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3154353.500000 Penalty: 985.297852
	Iteration 22Q: 3 clusters Score -3154354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3154391.750000 Penalty: 985.297852
	Iteration 23Q: 3 clusters Score -3154392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3154425.750000 Penalty: 985.297852
	Iteration 24Q: 3 clusters Score -3154426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3154455.250000 Penalty: 985.297852
	Iteration 25Q: 3 clusters Score -3154455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3154479.500000 Penalty: 985.297852
	Iteration 26Q: 3 clusters Score -3154480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3154517.500000 Penalty: 985.297852
	Iteration 27Q: 3 clusters Score -3154518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3154546.250000 Penalty: 985.297852
	Iteration 28Q: 3 clusters Score -3154546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3154571.500000 Penalty: 985.297852
	Iteration 29Q: 3 clusters Score -3154572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3154602.000000 Penalty: 985.297852
	Iteration 30Q: 3 clusters Score -3154602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3154616.750000 Penalty: 985.297852
	Iteration 31Q: 3 clusters Score -3154617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3154625.500000 Penalty: 985.297852
	Iteration 32Q: 3 clusters Score -3154626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3154632.500000 Penalty: 985.297852
	Iteration 33Q: 3 clusters Score -3154632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3154648.500000 Penalty: 985.297852
	Iteration 34Q: 3 clusters Score -3154648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3154659.250000 Penalty: 985.297852
	Iteration 35Q: 3 clusters Score -3154659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3154661.000000 Penalty: 985.297852
	Iteration 36Q: 3 clusters Score -3154661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3154664.500000 Penalty: 985.297852
	Iteration 37Q: 3 clusters Score -3154664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3154668.750000 Penalty: 985.297852
	Iteration 38Q: 3 clusters Score -3154669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3154676.250000 Penalty: 985.297852
	Iteration 39Q: 3 clusters Score -3154676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3154683.500000 Penalty: 985.297852
	Iteration 40F: 3 clusters Score -3154684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3154690.500000 Penalty: 985.297852
	Iteration 41Q: 3 clusters Score -3154690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3154695.000000 Penalty: 985.297852
	Iteration 42Q: 3 clusters Score -3154695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3154695.500000 Penalty: 985.297852
	Iteration 43Q: 3 clusters Score -3154696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3154698.250000 Penalty: 985.297852
	Iteration 44Q: 3 clusters Score -3154698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3154703.000000 Penalty: 985.297852
	Iteration 45Q: 3 clusters Score -3154703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3154703.000000 Penalty: 985.297852
	Iteration 46Q: 3 clusters Score -3154703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3154703.500000 Penalty: 985.297852
	Iteration 47Q: 3 clusters Score -3154704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3154703.500000 Penalty: 985.297852
	Iteration 48F: 3 clusters Score -3154704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -3260.409180 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -3260.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3106.473389 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3106.473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3177.435547 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -3177.436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3181.669434 Penalty: 411.482758
	Iteration 2Q: 3 clusters Score -3181.669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3186.181396 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -3186.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3192.658447 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -3192.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3192.658447 Penalty: 411.482758
	Iteration 5F: 3 clusters Score -3192.658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -57682.472656 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -57682.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -56897.875000 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -56897.88 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -57107.593750 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -57107.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57152.136719 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -57152.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57183.148438 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -57183.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -57215.773438 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -57215.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -57241.539062 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -57241.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -57262.945312 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -57262.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57275.175781 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -57275.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57284.562500 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -57284.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -57293.941406 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -57293.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -57302.085938 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -57302.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57309.312500 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -57309.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57316.875000 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -57316.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -57322.488281 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -57322.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -57329.191406 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -57329.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -57337.777344 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -57337.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -57343.453125 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -57343.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57349.609375 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -57349.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -57356.613281 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -57356.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -57365.500000 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -57365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -57377.671875 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -57377.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -57390.207031 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -57390.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -57402.199219 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -57402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -57409.359375 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -57409.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -57416.324219 Penalty: 620.422607
	Iteration 24Q: 3 clusters Score -57416.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -57417.789062 Penalty: 620.422607
	Iteration 25Q: 3 clusters Score -57417.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -57418.042969 Penalty: 620.422607
	Iteration 26Q: 3 clusters Score -57418.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -57418.042969 Penalty: 620.422607
	Iteration 27F: 3 clusters Score -57418.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Entering Unmasked Estep 
Score: -966152.750000 Penalty: 436.896088
	Iteration 0F: 2 clusters Score -966152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -956250.375000 Penalty: 873.792175
	Iteration 0F: 3 clusters Score -956250.4 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -960316.625000 Penalty: 873.792175
	Iteration 1F: 3 clusters Score -960316.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -960585.187500 Penalty: 873.792175
	Iteration 2Q: 3 clusters Score -960585.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -960917.937500 Penalty: 873.792175
	Iteration 3Q: 3 clusters Score -960917.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -961354.437500 Penalty: 873.792175
	Iteration 4F: 3 clusters Score -961354.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -961942.062500 Penalty: 873.792175
	Iteration 5F: 3 clusters Score -961942.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -962726.812500 Penalty: 873.792175
	Iteration 6F: 3 clusters Score -962726.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -963475.125000 Penalty: 873.792175
	Iteration 7F: 3 clusters Score -963475.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -963952.562500 Penalty: 873.792175
	Iteration 8F: 3 clusters Score -963952.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -964211.875000 Penalty: 873.792175
	Iteration 9Q: 3 clusters Score -964211.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -964395.375000 Penalty: 873.792175
	Iteration 10Q: 3 clusters Score -964395.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -964573.125000 Penalty: 873.792175
	Iteration 11Q: 3 clusters Score -964573.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -964738.437500 Penalty: 873.792175
	Iteration 12Q: 3 clusters Score -964738.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -964892.187500 Penalty: 873.792175
	Iteration 13Q: 3 clusters Score -964892.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -965063.750000 Penalty: 873.792175
	Iteration 14Q: 3 clusters Score -965063.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -965211.187500 Penalty: 873.792175
	Iteration 15Q: 3 clusters Score -965211.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -965327.875000 Penalty: 873.792175
	Iteration 16Q: 3 clusters Score -965327.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -965404.562500 Penalty: 873.792175
	Iteration 17Q: 3 clusters Score -965404.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -965459.000000 Penalty: 873.792175
	Iteration 18Q: 3 clusters Score -965459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -965503.250000 Penalty: 873.792175
	Iteration 19Q: 3 clusters Score -965503.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -965541.625000 Penalty: 873.792175
	Iteration 20F: 3 clusters Score -965541.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -965582.562500 Penalty: 873.792175
	Iteration 21Q: 3 clusters Score -965582.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -965612.875000 Penalty: 873.792175
	Iteration 22Q: 3 clusters Score -965612.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -965636.625000 Penalty: 873.792175
	Iteration 23Q: 3 clusters Score -965636.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -965660.437500 Penalty: 873.792175
	Iteration 24Q: 3 clusters Score -965660.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -965672.812500 Penalty: 873.792175
	Iteration 25Q: 3 clusters Score -965672.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -965683.250000 Penalty: 873.792175
	Iteration 26Q: 3 clusters Score -965683.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -965692.000000 Penalty: 873.792175
	Iteration 27Q: 3 clusters Score -965692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -965699.750000 Penalty: 873.792175
	Iteration 28Q: 3 clusters Score -965699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -965708.250000 Penalty: 873.792175
	Iteration 29Q: 3 clusters Score -965708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -965715.250000 Penalty: 873.792175
	Iteration 30Q: 3 clusters Score -965715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -965725.562500 Penalty: 873.792175
	Iteration 31Q: 3 clusters Score -965725.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -965731.937500 Penalty: 873.792175
	Iteration 32Q: 3 clusters Score -965731.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -965734.812500 Penalty: 873.792175
	Iteration 33Q: 3 clusters Score -965734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -965740.562500 Penalty: 873.792175
	Iteration 34Q: 3 clusters Score -965740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -965746.062500 Penalty: 873.792175
	Iteration 35Q: 3 clusters Score -965746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -965754.125000 Penalty: 873.792175
	Iteration 36Q: 3 clusters Score -965754.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -965762.312500 Penalty: 873.792175
	Iteration 37Q: 3 clusters Score -965762.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -965765.812500 Penalty: 873.792175
	Iteration 38Q: 3 clusters Score -965765.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -965771.187500 Penalty: 873.792175
	Iteration 39Q: 3 clusters Score -965771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -965776.312500 Penalty: 873.792175
	Iteration 40F: 3 clusters Score -965776.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -965781.750000 Penalty: 873.792175
	Iteration 41Q: 3 clusters Score -965781.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -965788.937500 Penalty: 873.792175
	Iteration 42Q: 3 clusters Score -965788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -965793.375000 Penalty: 873.792175
	Iteration 43Q: 3 clusters Score -965793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -965796.000000 Penalty: 873.792175
	Iteration 44Q: 3 clusters Score -965796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -965800.125000 Penalty: 873.792175
	Iteration 45Q: 3 clusters Score -965800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -965803.937500 Penalty: 873.792175
	Iteration 46Q: 3 clusters Score -965803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -965805.687500 Penalty: 873.792175
	Iteration 47Q: 3 clusters Score -965805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -965808.750000 Penalty: 873.792175
	Iteration 48Q: 3 clusters Score -965808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -965808.312500 Penalty: 873.792175
	Iteration 49Q: 3 clusters Score -965808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -965809.125000 Penalty: 873.792175
	Iteration 50Q: 3 clusters Score -965809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -965809.312500 Penalty: 873.792175
	Iteration 51Q: 3 clusters Score -965809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -965809.500000 Penalty: 873.792175
	Iteration 52Q: 3 clusters Score -965809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -965809.500000 Penalty: 873.792175
	Iteration 53F: 3 clusters Score -965809.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Entering Unmasked Estep 
Score: -3963333.250000 Penalty: 503.071167
	Iteration 0F: 2 clusters Score -3963333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3922921.250000 Penalty: 1006.142334
	Iteration 0F: 3 clusters Score -3922921 nChanged 30696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -3941496.000000 Penalty: 1006.142334
	Iteration 1F: 3 clusters Score -3941496 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -3942651.750000 Penalty: 1006.142334
	Iteration 2Q: 3 clusters Score -3942652 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -3944527.750000 Penalty: 1006.142334
	Iteration 3F: 3 clusters Score -3944528 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -3947358.750000 Penalty: 1006.142334
	Iteration 4F: 3 clusters Score -3947359 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -3951049.000000 Penalty: 1006.142334
	Iteration 5F: 3 clusters Score -3951049 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -3954364.750000 Penalty: 1006.142334
	Iteration 6F: 3 clusters Score -3954365 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -3955823.500000 Penalty: 1006.142334
	Iteration 7Q: 3 clusters Score -3955824 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -3956528.000000 Penalty: 1006.142334
	Iteration 8Q: 3 clusters Score -3956528 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -3957046.500000 Penalty: 1006.142334
	Iteration 9Q: 3 clusters Score -3957046 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -3957559.750000 Penalty: 1006.142334
	Iteration 10Q: 3 clusters Score -3957560 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -3958093.250000 Penalty: 1006.142334
	Iteration 11Q: 3 clusters Score -3958093 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -3958595.500000 Penalty: 1006.142334
	Iteration 12Q: 3 clusters Score -3958596 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -3959147.250000 Penalty: 1006.142334
	Iteration 13Q: 3 clusters Score -3959147 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -3959592.000000 Penalty: 1006.142334
	Iteration 14Q: 3 clusters Score -3959592 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -3960055.000000 Penalty: 1006.142334
	Iteration 15Q: 3 clusters Score -3960055 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -3960477.750000 Penalty: 1006.142334
	Iteration 16Q: 3 clusters Score -3960478 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -3960870.000000 Penalty: 1006.142334
	Iteration 17Q: 3 clusters Score -3960870 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -3961206.000000 Penalty: 1006.142334
	Iteration 18Q: 3 clusters Score -3961206 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -3961496.750000 Penalty: 1006.142334
	Iteration 19Q: 3 clusters Score -3961497 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -3961786.250000 Penalty: 1006.142334
	Iteration 20F: 3 clusters Score -3961786 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -3961972.000000 Penalty: 1006.142334
	Iteration 21Q: 3 clusters Score -3961972 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -3962128.000000 Penalty: 1006.142334
	Iteration 22Q: 3 clusters Score -3962128 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -3962252.750000 Penalty: 1006.142334
	Iteration 23Q: 3 clusters Score -3962253 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -3962321.750000 Penalty: 1006.142334
	Iteration 24Q: 3 clusters Score -3962322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -3962396.500000 Penalty: 1006.142334
	Iteration 25Q: 3 clusters Score -3962396 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -3962476.250000 Penalty: 1006.142334
	Iteration 26Q: 3 clusters Score -3962476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -3962525.000000 Penalty: 1006.142334
	Iteration 27Q: 3 clusters Score -3962525 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -3962581.750000 Penalty: 1006.142334
	Iteration 28Q: 3 clusters Score -3962582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -3962642.250000 Penalty: 1006.142334
	Iteration 29Q: 3 clusters Score -3962642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -3962693.500000 Penalty: 1006.142334
	Iteration 30Q: 3 clusters Score -3962694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -3962713.500000 Penalty: 1006.142334
	Iteration 31Q: 3 clusters Score -3962714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -3962740.250000 Penalty: 1006.142334
	Iteration 32Q: 3 clusters Score -3962740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -3962759.000000 Penalty: 1006.142334
	Iteration 33Q: 3 clusters Score -3962759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -3962771.750000 Penalty: 1006.142334
	Iteration 34Q: 3 clusters Score -3962772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -3962769.750000 Penalty: 1006.142334
	Iteration 35Q: 3 clusters Score -3962770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -3962780.750000 Penalty: 1006.142334
	Iteration 36Q: 3 clusters Score -3962781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -3962787.750000 Penalty: 1006.142334
	Iteration 37Q: 3 clusters Score -3962788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -3962796.250000 Penalty: 1006.142334
	Iteration 38Q: 3 clusters Score -3962796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -3962805.750000 Penalty: 1006.142334
	Iteration 39Q: 3 clusters Score -3962806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -3962817.500000 Penalty: 1006.142334
	Iteration 40F: 3 clusters Score -3962818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -3962823.250000 Penalty: 1006.142334
	Iteration 41Q: 3 clusters Score -3962823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -3962826.250000 Penalty: 1006.142334
	Iteration 42Q: 3 clusters Score -3962826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -3962846.250000 Penalty: 1006.142334
	Iteration 43Q: 3 clusters Score -3962846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -3962850.000000 Penalty: 1006.142334
	Iteration 44Q: 3 clusters Score -3962850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -3962844.750000 Penalty: 1006.142334
	Iteration 45Q: 3 clusters Score -3962845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -3962852.750000 Penalty: 1006.142334
	Iteration 46Q: 3 clusters Score -3962853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -3962861.500000 Penalty: 1006.142334
	Iteration 47Q: 3 clusters Score -3962862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -3962870.250000 Penalty: 1006.142334
	Iteration 48Q: 3 clusters Score -3962870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -3962869.250000 Penalty: 1006.142334
	Iteration 49Q: 3 clusters Score -3962869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -3962873.250000 Penalty: 1006.142334
	Iteration 50Q: 3 clusters Score -3962873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -3962880.250000 Penalty: 1006.142334
	Iteration 51Q: 3 clusters Score -3962880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -3962878.500000 Penalty: 1006.142334
	Iteration 52Q: 3 clusters Score -3962878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -3962886.250000 Penalty: 1006.142334
	Iteration 53Q: 3 clusters Score -3962886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -3962893.250000 Penalty: 1006.142334
	Iteration 54Q: 3 clusters Score -3962893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -3962903.250000 Penalty: 1006.142334
	Iteration 55Q: 3 clusters Score -3962903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -3962900.500000 Penalty: 1006.142334
	Iteration 56Q: 3 clusters Score -3962900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -3962910.750000 Penalty: 1006.142334
	Iteration 57Q: 3 clusters Score -3962911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -3962920.500000 Penalty: 1006.142334
	Iteration 58Q: 3 clusters Score -3962920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -3962931.250000 Penalty: 1006.142334
	Iteration 59Q: 3 clusters Score -3962931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -3962934.500000 Penalty: 1006.142334
	Iteration 60F: 3 clusters Score -3962934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -3962937.000000 Penalty: 1006.142334
	Iteration 61Q: 3 clusters Score -3962937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -3962937.750000 Penalty: 1006.142334
	Iteration 62Q: 3 clusters Score -3962938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -3962937.750000 Penalty: 1006.142334
	Iteration 63Q: 3 clusters Score -3962938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -3962940.500000 Penalty: 1006.142334
	Iteration 64Q: 3 clusters Score -3962940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -3962942.000000 Penalty: 1006.142334
	Iteration 65Q: 3 clusters Score -3962942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -3962943.500000 Penalty: 1006.142334
	Iteration 66Q: 3 clusters Score -3962944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -3962945.000000 Penalty: 1006.142334
	Iteration 67Q: 3 clusters Score -3962945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -3962950.500000 Penalty: 1006.142334
	Iteration 68Q: 3 clusters Score -3962950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -3962953.000000 Penalty: 1006.142334
	Iteration 69Q: 3 clusters Score -3962953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -3962952.250000 Penalty: 1006.142334
	Iteration 70Q: 3 clusters Score -3962952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -3962953.500000 Penalty: 1006.142334
	Iteration 71Q: 3 clusters Score -3962954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -3962953.500000 Penalty: 1006.142334
	Iteration 72Q: 3 clusters Score -3962954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -3962955.250000 Penalty: 1006.142334
	Iteration 73Q: 3 clusters Score -3962955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -3962955.750000 Penalty: 1006.142334
	Iteration 74Q: 3 clusters Score -3962956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -3962954.000000 Penalty: 1006.142334
	Iteration 75Q: 3 clusters Score -3962954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -3962954.000000 Penalty: 1006.142334
	Iteration 76F: 3 clusters Score -3962954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -11368.572266 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -11368.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11061.036133 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -11061.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11132.555664 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -11132.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11160.938477 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -11160.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11184.021484 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -11184.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11189.410156 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -11189.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11189.640625 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -11189.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11189.640625 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -11189.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Entering Unmasked Estep 
Score: -942073.125000 Penalty: 435.118225
	Iteration 0F: 2 clusters Score -942073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -932621.125000 Penalty: 870.236450
	Iteration 0F: 3 clusters Score -932621.1 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -936480.812500 Penalty: 870.236450
	Iteration 1F: 3 clusters Score -936480.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -936811.000000 Penalty: 870.236450
	Iteration 2F: 3 clusters Score -936811 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -937332.187500 Penalty: 870.236450
	Iteration 3F: 3 clusters Score -937332.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -938183.750000 Penalty: 870.236450
	Iteration 4F: 3 clusters Score -938183.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -939139.250000 Penalty: 870.236450
	Iteration 5F: 3 clusters Score -939139.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -939909.125000 Penalty: 870.236450
	Iteration 6F: 3 clusters Score -939909.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -940539.937500 Penalty: 870.236450
	Iteration 7Q: 3 clusters Score -940539.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -940939.687500 Penalty: 870.236450
	Iteration 8Q: 3 clusters Score -940939.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -941149.625000 Penalty: 870.236450
	Iteration 9Q: 3 clusters Score -941149.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -941268.750000 Penalty: 870.236450
	Iteration 10Q: 3 clusters Score -941268.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -941361.687500 Penalty: 870.236450
	Iteration 11Q: 3 clusters Score -941361.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -941437.312500 Penalty: 870.236450
	Iteration 12Q: 3 clusters Score -941437.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -941494.000000 Penalty: 870.236450
	Iteration 13Q: 3 clusters Score -941494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -941555.625000 Penalty: 870.236450
	Iteration 14Q: 3 clusters Score -941555.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -941608.562500 Penalty: 870.236450
	Iteration 15Q: 3 clusters Score -941608.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -941654.375000 Penalty: 870.236450
	Iteration 16Q: 3 clusters Score -941654.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -941690.437500 Penalty: 870.236450
	Iteration 17Q: 3 clusters Score -941690.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -941705.750000 Penalty: 870.236450
	Iteration 18Q: 3 clusters Score -941705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -941716.500000 Penalty: 870.236450
	Iteration 19Q: 3 clusters Score -941716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -941724.625000 Penalty: 870.236450
	Iteration 20F: 3 clusters Score -941724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -941728.125000 Penalty: 870.236450
	Iteration 21Q: 3 clusters Score -941728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -941734.000000 Penalty: 870.236450
	Iteration 22Q: 3 clusters Score -941734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -941737.250000 Penalty: 870.236450
	Iteration 23Q: 3 clusters Score -941737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -941736.937500 Penalty: 870.236450
	Iteration 24Q: 3 clusters Score -941736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -941737.500000 Penalty: 870.236450
	Iteration 25Q: 3 clusters Score -941737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -941738.187500 Penalty: 870.236450
	Iteration 26Q: 3 clusters Score -941738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -941740.312500 Penalty: 870.236450
	Iteration 27Q: 3 clusters Score -941740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -941743.750000 Penalty: 870.236450
	Iteration 28Q: 3 clusters Score -941743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -941745.062500 Penalty: 870.236450
	Iteration 29Q: 3 clusters Score -941745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -941746.000000 Penalty: 870.236450
	Iteration 30Q: 3 clusters Score -941746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -941746.937500 Penalty: 870.236450
	Iteration 31Q: 3 clusters Score -941746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -941747.812500 Penalty: 870.236450
	Iteration 32Q: 3 clusters Score -941747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -941747.437500 Penalty: 870.236450
	Iteration 33Q: 3 clusters Score -941747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -941747.437500 Penalty: 870.236450
	Iteration 34F: 3 clusters Score -941747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167246 members 
Entering Unmasked Estep 
Score: -10488452.000000 Penalty: 547.238525
	Iteration 0F: 2 clusters Score -1.048845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10379108.000000 Penalty: 1094.477051
	Iteration 0F: 3 clusters Score -1.037911e+07 nChanged 82279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -10433007.000000 Penalty: 1094.477051
	Iteration 1F: 3 clusters Score -1.043301e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -10438104.000000 Penalty: 1094.477051
	Iteration 2F: 3 clusters Score -1.04381e+07 nChanged 18586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -10444987.000000 Penalty: 1094.477051
	Iteration 3F: 3 clusters Score -1.044499e+07 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -10456838.000000 Penalty: 1094.477051
	Iteration 4F: 3 clusters Score -1.045684e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -10465298.000000 Penalty: 1094.477051
	Iteration 5F: 3 clusters Score -1.04653e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -10465024.000000 Penalty: 1094.477051
	Iteration 6F: 3 clusters Score -1.046502e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -10462911.000000 Penalty: 1094.477051
	Iteration 7Q: 3 clusters Score -1.046291e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -10461383.000000 Penalty: 1094.477051
	Iteration 8Q: 3 clusters Score -1.046138e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -10461822.000000 Penalty: 1094.477051
	Iteration 9Q: 3 clusters Score -1.046182e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -10463380.000000 Penalty: 1094.477051
	Iteration 10Q: 3 clusters Score -1.046338e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -10464451.000000 Penalty: 1094.477051
	Iteration 11Q: 3 clusters Score -1.046445e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -10463679.000000 Penalty: 1094.477051
	Iteration 12Q: 3 clusters Score -1.046368e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -10462366.000000 Penalty: 1094.477051
	Iteration 13Q: 3 clusters Score -1.046237e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -10461574.000000 Penalty: 1094.477051
	Iteration 14Q: 3 clusters Score -1.046157e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -10463009.000000 Penalty: 1094.477051
	Iteration 15Q: 3 clusters Score -1.046301e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -10464656.000000 Penalty: 1094.477051
	Iteration 16Q: 3 clusters Score -1.046466e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -10466718.000000 Penalty: 1094.477051
	Iteration 17Q: 3 clusters Score -1.046672e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -10467612.000000 Penalty: 1094.477051
	Iteration 18Q: 3 clusters Score -1.046761e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -10467435.000000 Penalty: 1094.477051
	Iteration 19Q: 3 clusters Score -1.046744e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -10467002.000000 Penalty: 1094.477051
	Iteration 20F: 3 clusters Score -1.0467e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -10466647.000000 Penalty: 1094.477051
	Iteration 21Q: 3 clusters Score -1.046665e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -10466808.000000 Penalty: 1094.477051
	Iteration 22Q: 3 clusters Score -1.046681e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -10467015.000000 Penalty: 1094.477051
	Iteration 23Q: 3 clusters Score -1.046702e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -10467086.000000 Penalty: 1094.477051
	Iteration 24Q: 3 clusters Score -1.046709e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -10466787.000000 Penalty: 1094.477051
	Iteration 25Q: 3 clusters Score -1.046679e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -10466834.000000 Penalty: 1094.477051
	Iteration 26Q: 3 clusters Score -1.046683e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -10467134.000000 Penalty: 1094.477051
	Iteration 27Q: 3 clusters Score -1.046713e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -10467653.000000 Penalty: 1094.477051
	Iteration 28Q: 3 clusters Score -1.046765e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -10468334.000000 Penalty: 1094.477051
	Iteration 29Q: 3 clusters Score -1.046833e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10468546.000000 Penalty: 1094.477051
	Iteration 30Q: 3 clusters Score -1.046855e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -10468925.000000 Penalty: 1094.477051
	Iteration 31Q: 3 clusters Score -1.046892e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -10469044.000000 Penalty: 1094.477051
	Iteration 32Q: 3 clusters Score -1.046904e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -10469067.000000 Penalty: 1094.477051
	Iteration 33Q: 3 clusters Score -1.046907e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -10469117.000000 Penalty: 1094.477051
	Iteration 34Q: 3 clusters Score -1.046912e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -10469145.000000 Penalty: 1094.477051
	Iteration 35Q: 3 clusters Score -1.046914e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -10469017.000000 Penalty: 1094.477051
	Iteration 36Q: 3 clusters Score -1.046902e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -10469237.000000 Penalty: 1094.477051
	Iteration 37Q: 3 clusters Score -1.046924e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -10469354.000000 Penalty: 1094.477051
	Iteration 38Q: 3 clusters Score -1.046935e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -10469429.000000 Penalty: 1094.477051
	Iteration 39Q: 3 clusters Score -1.046943e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -10469606.000000 Penalty: 1094.477051
	Iteration 40F: 3 clusters Score -1.046961e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -10469761.000000 Penalty: 1094.477051
	Iteration 41Q: 3 clusters Score -1.046976e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -10469879.000000 Penalty: 1094.477051
	Iteration 42Q: 3 clusters Score -1.046988e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10469985.000000 Penalty: 1094.477051
	Iteration 43Q: 3 clusters Score -1.046998e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -10470038.000000 Penalty: 1094.477051
	Iteration 44Q: 3 clusters Score -1.047004e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -10470156.000000 Penalty: 1094.477051
	Iteration 45Q: 3 clusters Score -1.047016e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -10470195.000000 Penalty: 1094.477051
	Iteration 46Q: 3 clusters Score -1.04702e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -10470245.000000 Penalty: 1094.477051
	Iteration 47Q: 3 clusters Score -1.047024e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -10470322.000000 Penalty: 1094.477051
	Iteration 48Q: 3 clusters Score -1.047032e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -10470414.000000 Penalty: 1094.477051
	Iteration 49Q: 3 clusters Score -1.047041e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10470537.000000 Penalty: 1094.477051
	Iteration 50Q: 3 clusters Score -1.047054e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -10470592.000000 Penalty: 1094.477051
	Iteration 51Q: 3 clusters Score -1.047059e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -10470662.000000 Penalty: 1094.477051
	Iteration 52Q: 3 clusters Score -1.047066e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -10470686.000000 Penalty: 1094.477051
	Iteration 53Q: 3 clusters Score -1.047069e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -10470793.000000 Penalty: 1094.477051
	Iteration 54Q: 3 clusters Score -1.047079e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -10470897.000000 Penalty: 1094.477051
	Iteration 55Q: 3 clusters Score -1.04709e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -10470914.000000 Penalty: 1094.477051
	Iteration 56Q: 3 clusters Score -1.047091e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -10471082.000000 Penalty: 1094.477051
	Iteration 57Q: 3 clusters Score -1.047108e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -10471101.000000 Penalty: 1094.477051
	Iteration 58Q: 3 clusters Score -1.04711e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -10471196.000000 Penalty: 1094.477051
	Iteration 59Q: 3 clusters Score -1.04712e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10471305.000000 Penalty: 1094.477051
	Iteration 60F: 3 clusters Score -1.04713e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -10471384.000000 Penalty: 1094.477051
	Iteration 61Q: 3 clusters Score -1.047138e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -10471413.000000 Penalty: 1094.477051
	Iteration 62Q: 3 clusters Score -1.047141e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -10471542.000000 Penalty: 1094.477051
	Iteration 63Q: 3 clusters Score -1.047154e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -10471609.000000 Penalty: 1094.477051
	Iteration 64Q: 3 clusters Score -1.047161e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -10471601.000000 Penalty: 1094.477051
	Iteration 65Q: 3 clusters Score -1.04716e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -10471625.000000 Penalty: 1094.477051
	Iteration 66Q: 3 clusters Score -1.047162e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -10471699.000000 Penalty: 1094.477051
	Iteration 67Q: 3 clusters Score -1.04717e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -10471836.000000 Penalty: 1094.477051
	Iteration 68Q: 3 clusters Score -1.047184e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -10471803.000000 Penalty: 1094.477051
	Iteration 69Q: 3 clusters Score -1.04718e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -10471836.000000 Penalty: 1094.477051
	Iteration 70Q: 3 clusters Score -1.047184e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -10471930.000000 Penalty: 1094.477051
	Iteration 71Q: 3 clusters Score -1.047193e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -10471974.000000 Penalty: 1094.477051
	Iteration 72Q: 3 clusters Score -1.047197e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -10471995.000000 Penalty: 1094.477051
	Iteration 73Q: 3 clusters Score -1.0472e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -10471989.000000 Penalty: 1094.477051
	Iteration 74Q: 3 clusters Score -1.047199e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -10472035.000000 Penalty: 1094.477051
	Iteration 75Q: 3 clusters Score -1.047204e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -10472045.000000 Penalty: 1094.477051
	Iteration 76Q: 3 clusters Score -1.047204e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -10472071.000000 Penalty: 1094.477051
	Iteration 77Q: 3 clusters Score -1.047207e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -10472083.000000 Penalty: 1094.477051
	Iteration 78Q: 3 clusters Score -1.047208e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -10472076.000000 Penalty: 1094.477051
	Iteration 79Q: 3 clusters Score -1.047208e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -10472098.000000 Penalty: 1094.477051
	Iteration 80F: 3 clusters Score -1.04721e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -10472150.000000 Penalty: 1094.477051
	Iteration 81Q: 3 clusters Score -1.047215e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -10472199.000000 Penalty: 1094.477051
	Iteration 82Q: 3 clusters Score -1.04722e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -10472203.000000 Penalty: 1094.477051
	Iteration 83Q: 3 clusters Score -1.04722e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -10472251.000000 Penalty: 1094.477051
	Iteration 84Q: 3 clusters Score -1.047225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -10472281.000000 Penalty: 1094.477051
	Iteration 85Q: 3 clusters Score -1.047228e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -10472308.000000 Penalty: 1094.477051
	Iteration 86Q: 3 clusters Score -1.047231e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -10472345.000000 Penalty: 1094.477051
	Iteration 87Q: 3 clusters Score -1.047234e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -10472376.000000 Penalty: 1094.477051
	Iteration 88Q: 3 clusters Score -1.047238e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -10472406.000000 Penalty: 1094.477051
	Iteration 89Q: 3 clusters Score -1.047241e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -10472423.000000 Penalty: 1094.477051
	Iteration 90Q: 3 clusters Score -1.047242e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -10472445.000000 Penalty: 1094.477051
	Iteration 91Q: 3 clusters Score -1.047244e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -10472453.000000 Penalty: 1094.477051
	Iteration 92Q: 3 clusters Score -1.047245e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -10472443.000000 Penalty: 1094.477051
	Iteration 93Q: 3 clusters Score -1.047244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -10472475.000000 Penalty: 1094.477051
	Iteration 94Q: 3 clusters Score -1.047248e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -10472493.000000 Penalty: 1094.477051
	Iteration 95Q: 3 clusters Score -1.047249e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -10472489.000000 Penalty: 1094.477051
	Iteration 96Q: 3 clusters Score -1.047249e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -10472516.000000 Penalty: 1094.477051
	Iteration 97Q: 3 clusters Score -1.047252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -10472496.000000 Penalty: 1094.477051
	Iteration 98Q: 3 clusters Score -1.04725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -10472499.000000 Penalty: 1094.477051
	Iteration 99Q: 3 clusters Score -1.04725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -10472471.000000 Penalty: 1094.477051
	Iteration 100F: 3 clusters Score -1.047247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -10472471.000000 Penalty: 1094.477051
	Iteration 101Q: 3 clusters Score -1.047247e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -10472474.000000 Penalty: 1094.477051
	Iteration 102Q: 3 clusters Score -1.047247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -10472474.000000 Penalty: 1094.477051
	Iteration 103Q: 3 clusters Score -1.047247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -10472470.000000 Penalty: 1094.477051
	Iteration 104Q: 3 clusters Score -1.047247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -10472437.000000 Penalty: 1094.477051
	Iteration 105Q: 3 clusters Score -1.047244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -10472442.000000 Penalty: 1094.477051
	Iteration 106Q: 3 clusters Score -1.047244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -10472439.000000 Penalty: 1094.477051
	Iteration 107Q: 3 clusters Score -1.047244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -10472442.000000 Penalty: 1094.477051
	Iteration 108Q: 3 clusters Score -1.047244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -10472450.000000 Penalty: 1094.477051
	Iteration 109Q: 3 clusters Score -1.047245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -10472443.000000 Penalty: 1094.477051
	Iteration 110Q: 3 clusters Score -1.047244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -10472451.000000 Penalty: 1094.477051
	Iteration 111Q: 3 clusters Score -1.047245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -10472462.000000 Penalty: 1094.477051
	Iteration 112Q: 3 clusters Score -1.047246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -10472468.000000 Penalty: 1094.477051
	Iteration 113Q: 3 clusters Score -1.047247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -10472441.000000 Penalty: 1094.477051
	Iteration 114Q: 3 clusters Score -1.047244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -10472415.000000 Penalty: 1094.477051
	Iteration 115Q: 3 clusters Score -1.047242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -10472400.000000 Penalty: 1094.477051
	Iteration 116Q: 3 clusters Score -1.04724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -10472473.000000 Penalty: 1094.477051
	Iteration 117Q: 3 clusters Score -1.047247e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -10472472.000000 Penalty: 1094.477051
	Iteration 118Q: 3 clusters Score -1.047247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -10472469.000000 Penalty: 1094.477051
	Iteration 119Q: 3 clusters Score -1.047247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -10472487.000000 Penalty: 1094.477051
	Iteration 120F: 3 clusters Score -1.047249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -10472494.000000 Penalty: 1094.477051
	Iteration 121Q: 3 clusters Score -1.047249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -10472495.000000 Penalty: 1094.477051
	Iteration 122Q: 3 clusters Score -1.04725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -10472483.000000 Penalty: 1094.477051
	Iteration 123Q: 3 clusters Score -1.047248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -10472483.000000 Penalty: 1094.477051
	Iteration 124Q: 3 clusters Score -1.047248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -10472480.000000 Penalty: 1094.477051
	Iteration 125Q: 3 clusters Score -1.047248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -10472453.000000 Penalty: 1094.477051
	Iteration 126Q: 3 clusters Score -1.047245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -10472442.000000 Penalty: 1094.477051
	Iteration 127Q: 3 clusters Score -1.047244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -10472436.000000 Penalty: 1094.477051
	Iteration 128Q: 3 clusters Score -1.047244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -10472436.000000 Penalty: 1094.477051
	Iteration 129Q: 3 clusters Score -1.047244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -10472440.000000 Penalty: 1094.477051
	Iteration 130Q: 3 clusters Score -1.047244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -10472433.000000 Penalty: 1094.477051
	Iteration 131Q: 3 clusters Score -1.047243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -10472442.000000 Penalty: 1094.477051
	Iteration 132Q: 3 clusters Score -1.047244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -10472440.000000 Penalty: 1094.477051
	Iteration 133Q: 3 clusters Score -1.047244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -10472453.000000 Penalty: 1094.477051
	Iteration 134Q: 3 clusters Score -1.047245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -10472438.000000 Penalty: 1094.477051
	Iteration 135Q: 3 clusters Score -1.047244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -10472443.000000 Penalty: 1094.477051
	Iteration 136Q: 3 clusters Score -1.047244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -10472450.000000 Penalty: 1094.477051
	Iteration 137Q: 3 clusters Score -1.047245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -10472445.000000 Penalty: 1094.477051
	Iteration 138Q: 3 clusters Score -1.047244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -10472456.000000 Penalty: 1094.477051
	Iteration 139Q: 3 clusters Score -1.047246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -10472450.000000 Penalty: 1094.477051
	Iteration 140F: 3 clusters Score -1.047245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -10472459.000000 Penalty: 1094.477051
	Iteration 141Q: 3 clusters Score -1.047246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -10472455.000000 Penalty: 1094.477051
	Iteration 142Q: 3 clusters Score -1.047246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -10472463.000000 Penalty: 1094.477051
	Iteration 143Q: 3 clusters Score -1.047246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -10472451.000000 Penalty: 1094.477051
	Iteration 144Q: 3 clusters Score -1.047245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -10472453.000000 Penalty: 1094.477051
	Iteration 145Q: 3 clusters Score -1.047245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -10472461.000000 Penalty: 1094.477051
	Iteration 146Q: 3 clusters Score -1.047246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -10472460.000000 Penalty: 1094.477051
	Iteration 147Q: 3 clusters Score -1.047246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -10472457.000000 Penalty: 1094.477051
	Iteration 148Q: 3 clusters Score -1.047246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -10472452.000000 Penalty: 1094.477051
	Iteration 149Q: 3 clusters Score -1.047245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -10472467.000000 Penalty: 1094.477051
	Iteration 150Q: 3 clusters Score -1.047247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -10472458.000000 Penalty: 1094.477051
	Iteration 151Q: 3 clusters Score -1.047246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -10472450.000000 Penalty: 1094.477051
	Iteration 152Q: 3 clusters Score -1.047245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -10472455.000000 Penalty: 1094.477051
	Iteration 153Q: 3 clusters Score -1.047246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -10472471.000000 Penalty: 1094.477051
	Iteration 154Q: 3 clusters Score -1.047247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -10472475.000000 Penalty: 1094.477051
	Iteration 155Q: 3 clusters Score -1.047248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -10472464.000000 Penalty: 1094.477051
	Iteration 156Q: 3 clusters Score -1.047246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -10472461.000000 Penalty: 1094.477051
	Iteration 157Q: 3 clusters Score -1.047246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -10472466.000000 Penalty: 1094.477051
	Iteration 158Q: 3 clusters Score -1.047247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -10472457.000000 Penalty: 1094.477051
	Iteration 159Q: 3 clusters Score -1.047246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -10472464.000000 Penalty: 1094.477051
	Iteration 160F: 3 clusters Score -1.047246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -10472457.000000 Penalty: 1094.477051
	Iteration 161Q: 3 clusters Score -1.047246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -10472463.000000 Penalty: 1094.477051
	Iteration 162Q: 3 clusters Score -1.047246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10472470.000000 Penalty: 1094.477051
	Iteration 163Q: 3 clusters Score -1.047247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10472470.000000 Penalty: 1094.477051
	Iteration 164F: 3 clusters Score -1.047247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Entering Unmasked Estep 
Score: -3049732.000000 Penalty: 489.625702
	Iteration 0F: 2 clusters Score -3049732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3018087.750000 Penalty: 979.251404
	Iteration 0F: 3 clusters Score -3018088 nChanged 22857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3031294.750000 Penalty: 979.251404
	Iteration 1F: 3 clusters Score -3031295 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3031785.500000 Penalty: 979.251404
	Iteration 2Q: 3 clusters Score -3031786 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3032528.750000 Penalty: 979.251404
	Iteration 3Q: 3 clusters Score -3032529 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3033564.750000 Penalty: 979.251404
	Iteration 4Q: 3 clusters Score -3033565 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3035044.250000 Penalty: 979.251404
	Iteration 5F: 3 clusters Score -3035044 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3036777.500000 Penalty: 979.251404
	Iteration 6F: 3 clusters Score -3036778 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3038551.750000 Penalty: 979.251404
	Iteration 7F: 3 clusters Score -3038552 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3040106.000000 Penalty: 979.251404
	Iteration 8F: 3 clusters Score -3040106 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3041270.250000 Penalty: 979.251404
	Iteration 9Q: 3 clusters Score -3041270 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3041987.250000 Penalty: 979.251404
	Iteration 10Q: 3 clusters Score -3041987 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3042389.750000 Penalty: 979.251404
	Iteration 11Q: 3 clusters Score -3042390 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3042636.000000 Penalty: 979.251404
	Iteration 12Q: 3 clusters Score -3042636 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3042874.750000 Penalty: 979.251404
	Iteration 13Q: 3 clusters Score -3042875 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3043076.250000 Penalty: 979.251404
	Iteration 14Q: 3 clusters Score -3043076 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3043262.750000 Penalty: 979.251404
	Iteration 15Q: 3 clusters Score -3043263 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3043498.000000 Penalty: 979.251404
	Iteration 16Q: 3 clusters Score -3043498 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3043741.250000 Penalty: 979.251404
	Iteration 17Q: 3 clusters Score -3043741 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3043979.000000 Penalty: 979.251404
	Iteration 18Q: 3 clusters Score -3043979 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3044212.750000 Penalty: 979.251404
	Iteration 19Q: 3 clusters Score -3044213 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3044400.750000 Penalty: 979.251404
	Iteration 20F: 3 clusters Score -3044401 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3044645.000000 Penalty: 979.251404
	Iteration 21Q: 3 clusters Score -3044645 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3044830.250000 Penalty: 979.251404
	Iteration 22Q: 3 clusters Score -3044830 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3045008.250000 Penalty: 979.251404
	Iteration 23Q: 3 clusters Score -3045008 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3045178.000000 Penalty: 979.251404
	Iteration 24Q: 3 clusters Score -3045178 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3045321.000000 Penalty: 979.251404
	Iteration 25Q: 3 clusters Score -3045321 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3045456.250000 Penalty: 979.251404
	Iteration 26Q: 3 clusters Score -3045456 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3045588.250000 Penalty: 979.251404
	Iteration 27Q: 3 clusters Score -3045588 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3045711.750000 Penalty: 979.251404
	Iteration 28Q: 3 clusters Score -3045712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3045823.500000 Penalty: 979.251404
	Iteration 29Q: 3 clusters Score -3045824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3045911.000000 Penalty: 979.251404
	Iteration 30Q: 3 clusters Score -3045911 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3046002.250000 Penalty: 979.251404
	Iteration 31Q: 3 clusters Score -3046002 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3046108.750000 Penalty: 979.251404
	Iteration 32Q: 3 clusters Score -3046109 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3046194.500000 Penalty: 979.251404
	Iteration 33Q: 3 clusters Score -3046194 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3046276.250000 Penalty: 979.251404
	Iteration 34Q: 3 clusters Score -3046276 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3046369.250000 Penalty: 979.251404
	Iteration 35Q: 3 clusters Score -3046369 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3046458.750000 Penalty: 979.251404
	Iteration 36Q: 3 clusters Score -3046459 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3046556.750000 Penalty: 979.251404
	Iteration 37Q: 3 clusters Score -3046557 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3046616.750000 Penalty: 979.251404
	Iteration 38Q: 3 clusters Score -3046617 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3046667.000000 Penalty: 979.251404
	Iteration 39Q: 3 clusters Score -3046667 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3046730.250000 Penalty: 979.251404
	Iteration 40F: 3 clusters Score -3046730 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3046769.000000 Penalty: 979.251404
	Iteration 41Q: 3 clusters Score -3046769 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3046833.250000 Penalty: 979.251404
	Iteration 42Q: 3 clusters Score -3046833 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3046860.000000 Penalty: 979.251404
	Iteration 43Q: 3 clusters Score -3046860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3046878.750000 Penalty: 979.251404
	Iteration 44Q: 3 clusters Score -3046879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3046886.250000 Penalty: 979.251404
	Iteration 45Q: 3 clusters Score -3046886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3046911.250000 Penalty: 979.251404
	Iteration 46Q: 3 clusters Score -3046911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3046920.000000 Penalty: 979.251404
	Iteration 47Q: 3 clusters Score -3046920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3046924.250000 Penalty: 979.251404
	Iteration 48Q: 3 clusters Score -3046924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3046936.250000 Penalty: 979.251404
	Iteration 49Q: 3 clusters Score -3046936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3046933.750000 Penalty: 979.251404
	Iteration 50Q: 3 clusters Score -3046934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3046928.750000 Penalty: 979.251404
	Iteration 51Q: 3 clusters Score -3046929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3046943.750000 Penalty: 979.251404
	Iteration 52Q: 3 clusters Score -3046944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3046948.250000 Penalty: 979.251404
	Iteration 53Q: 3 clusters Score -3046948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3046946.500000 Penalty: 979.251404
	Iteration 54Q: 3 clusters Score -3046946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3046954.750000 Penalty: 979.251404
	Iteration 55Q: 3 clusters Score -3046955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3046961.250000 Penalty: 979.251404
	Iteration 56Q: 3 clusters Score -3046961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3046966.500000 Penalty: 979.251404
	Iteration 57Q: 3 clusters Score -3046966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3046965.250000 Penalty: 979.251404
	Iteration 58Q: 3 clusters Score -3046965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3046967.250000 Penalty: 979.251404
	Iteration 59Q: 3 clusters Score -3046967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3046972.750000 Penalty: 979.251404
	Iteration 60F: 3 clusters Score -3046973 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3046976 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3046975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3046987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3046989 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3046985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3046992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3046994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3046990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3046995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3046997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3046994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3046990 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3046992 nChanged 70
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Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3047000 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3047000 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3047003 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3047006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3047018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3047025 nChanged 71
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Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3047012 nChanged 67
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Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3047012 nChanged 60
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Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3047010 nChanged 56
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Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3047010 nChanged 61
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Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3047008 nChanged 75
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Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3047015 nChanged 69
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Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3047018 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3047024 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3047032 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3047038 nChanged 59
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Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3047052 nChanged 55
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Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 13111 members 
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	Iteration 91Q: 3 clusters Score -3047053 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3047054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3047064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3047076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3047078 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3047076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3047072 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3047077 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3047075 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3047078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3047080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3047078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3047077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3047080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3047081.000000 Penalty: 979.251404
	Iteration 105Q: 3 clusters Score -3047081 nChanged 31
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Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3047080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3047071 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3047070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3047062 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3047059 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3047060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3047064 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35034 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3047066 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 12091 members 
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	Iteration 114Q: 3 clusters Score -3047070 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3047070 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3047068 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3047068 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3047068 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3047071 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3047073 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3047070 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 11949 members 
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	Iteration 122Q: 3 clusters Score -3047069 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3047075 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35220 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3047073 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3047069 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3047074 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3047072 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3047070 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3047068 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3047067 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35266 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3047066 nChanged 3
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Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3047067 nChanged 4
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Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3047067 nChanged 6
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Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3047069 nChanged 12
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Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3047076 nChanged 22
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Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3047077 nChanged 14
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Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3047081 nChanged 15
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Mstep: Class 1 contains 35340 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3047080 nChanged 15
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Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3047079 nChanged 15
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Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3047078 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3047079 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3047078 nChanged 13
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Mstep: Class 1 contains 35411 members 
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	Iteration 143Q: 3 clusters Score -3047076 nChanged 7
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Mstep: Class 1 contains 35418 members 
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	Iteration 144Q: 3 clusters Score -3047076 nChanged 3
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3047082 nChanged 4
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	Iteration 146Q: 3 clusters Score -3047082 nChanged 4
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3047083 nChanged 6
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	Iteration 148Q: 3 clusters Score -3047085 nChanged 8
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3047084 nChanged 4
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Mstep: Class 1 contains 35447 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3047086 nChanged 4
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Mstep: Class 1 contains 35451 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3047088 nChanged 6
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Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3047089 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35472 members 
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Entering Unmasked Estep 
Score: -3047085.250000 Penalty: 979.251404
	Iteration 153Q: 3 clusters Score -3047085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3047088.750000 Penalty: 979.251404
	Iteration 154Q: 3 clusters Score -3047089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3047085.000000 Penalty: 979.251404
	Iteration 155Q: 3 clusters Score -3047085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3047084.250000 Penalty: 979.251404
	Iteration 156Q: 3 clusters Score -3047084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3047087.250000 Penalty: 979.251404
	Iteration 157Q: 3 clusters Score -3047087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3047082.750000 Penalty: 979.251404
	Iteration 158Q: 3 clusters Score -3047083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3047082.000000 Penalty: 979.251404
	Iteration 159Q: 3 clusters Score -3047082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3047086.000000 Penalty: 979.251404
	Iteration 160F: 3 clusters Score -3047086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3047084.750000 Penalty: 979.251404
	Iteration 161Q: 3 clusters Score -3047085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3047083.000000 Penalty: 979.251404
	Iteration 162Q: 3 clusters Score -3047083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3047081.250000 Penalty: 979.251404
	Iteration 163Q: 3 clusters Score -3047081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3047079.500000 Penalty: 979.251404
	Iteration 164Q: 3 clusters Score -3047080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3047077.250000 Penalty: 979.251404
	Iteration 165Q: 3 clusters Score -3047077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3047081.250000 Penalty: 979.251404
	Iteration 166Q: 3 clusters Score -3047081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3047080.750000 Penalty: 979.251404
	Iteration 167Q: 3 clusters Score -3047081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3047080.750000 Penalty: 979.251404
	Iteration 168Q: 3 clusters Score -3047081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3047078.250000 Penalty: 979.251404
	Iteration 169Q: 3 clusters Score -3047078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3047072.500000 Penalty: 979.251404
	Iteration 170Q: 3 clusters Score -3047072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3047076.500000 Penalty: 979.251404
	Iteration 171Q: 3 clusters Score -3047076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3047077.750000 Penalty: 979.251404
	Iteration 172Q: 3 clusters Score -3047078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3047080.000000 Penalty: 979.251404
	Iteration 173Q: 3 clusters Score -3047080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3047082.250000 Penalty: 979.251404
	Iteration 174Q: 3 clusters Score -3047082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3047077.500000 Penalty: 979.251404
	Iteration 175Q: 3 clusters Score -3047078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3047078.750000 Penalty: 979.251404
	Iteration 176Q: 3 clusters Score -3047079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3047073.250000 Penalty: 979.251404
	Iteration 177Q: 3 clusters Score -3047073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3047073.500000 Penalty: 979.251404
	Iteration 178Q: 3 clusters Score -3047074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3047080.000000 Penalty: 979.251404
	Iteration 179Q: 3 clusters Score -3047080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3047079.000000 Penalty: 979.251404
	Iteration 180F: 3 clusters Score -3047079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3047071.250000 Penalty: 979.251404
	Iteration 181Q: 3 clusters Score -3047071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3047072.250000 Penalty: 979.251404
	Iteration 182Q: 3 clusters Score -3047072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3047067.000000 Penalty: 979.251404
	Iteration 183Q: 3 clusters Score -3047067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3047065.250000 Penalty: 979.251404
	Iteration 184Q: 3 clusters Score -3047065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3047064.750000 Penalty: 979.251404
	Iteration 185Q: 3 clusters Score -3047065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3047067.750000 Penalty: 979.251404
	Iteration 186Q: 3 clusters Score -3047068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3047066.750000 Penalty: 979.251404
	Iteration 187Q: 3 clusters Score -3047067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3047069.000000 Penalty: 979.251404
	Iteration 188Q: 3 clusters Score -3047069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3047068.000000 Penalty: 979.251404
	Iteration 189Q: 3 clusters Score -3047068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3047067.000000 Penalty: 979.251404
	Iteration 190Q: 3 clusters Score -3047067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3047065.750000 Penalty: 979.251404
	Iteration 191Q: 3 clusters Score -3047066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3047066.000000 Penalty: 979.251404
	Iteration 192Q: 3 clusters Score -3047066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3047068.500000 Penalty: 979.251404
	Iteration 193Q: 3 clusters Score -3047068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3047068.500000 Penalty: 979.251404
	Iteration 194F: 3 clusters Score -3047068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Entering Unmasked Estep 
Score: -2640033.000000 Penalty: 484.252930
	Iteration 0F: 2 clusters Score -2640033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2612822.500000 Penalty: 968.505859
	Iteration 0F: 3 clusters Score -2612822 nChanged 20193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2624957.750000 Penalty: 968.505859
	Iteration 1F: 3 clusters Score -2624958 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2625750.000000 Penalty: 968.505859
	Iteration 2Q: 3 clusters Score -2625750 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2627160.500000 Penalty: 968.505859
	Iteration 3F: 3 clusters Score -2627160 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -2629364.250000 Penalty: 968.505859
	Iteration 4F: 3 clusters Score -2629364 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -2632095.000000 Penalty: 968.505859
	Iteration 5F: 3 clusters Score -2632095 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2634438.000000 Penalty: 968.505859
	Iteration 6F: 3 clusters Score -2634438 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -2635892.250000 Penalty: 968.505859
	Iteration 7F: 3 clusters Score -2635892 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -2636577.000000 Penalty: 968.505859
	Iteration 8Q: 3 clusters Score -2636577 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -2636941.750000 Penalty: 968.505859
	Iteration 9Q: 3 clusters Score -2636942 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -2637187.250000 Penalty: 968.505859
	Iteration 10Q: 3 clusters Score -2637187 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2637384.250000 Penalty: 968.505859
	Iteration 11Q: 3 clusters Score -2637384 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -2637571.250000 Penalty: 968.505859
	Iteration 12Q: 3 clusters Score -2637571 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2637696.250000 Penalty: 968.505859
	Iteration 13Q: 3 clusters Score -2637696 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -2637841.250000 Penalty: 968.505859
	Iteration 14Q: 3 clusters Score -2637841 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -2637951.000000 Penalty: 968.505859
	Iteration 15Q: 3 clusters Score -2637951 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -2638069.250000 Penalty: 968.505859
	Iteration 16Q: 3 clusters Score -2638069 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -2638191.500000 Penalty: 968.505859
	Iteration 17Q: 3 clusters Score -2638192 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2638302.500000 Penalty: 968.505859
	Iteration 18Q: 3 clusters Score -2638302 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2638423.000000 Penalty: 968.505859
	Iteration 19Q: 3 clusters Score -2638423 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2638526.250000 Penalty: 968.505859
	Iteration 20F: 3 clusters Score -2638526 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -2638635.250000 Penalty: 968.505859
	Iteration 21Q: 3 clusters Score -2638635 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2638695.500000 Penalty: 968.505859
	Iteration 22Q: 3 clusters Score -2638696 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -2638742.000000 Penalty: 968.505859
	Iteration 23Q: 3 clusters Score -2638742 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -2638778.500000 Penalty: 968.505859
	Iteration 24Q: 3 clusters Score -2638778 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2638787.500000 Penalty: 968.505859
	Iteration 25Q: 3 clusters Score -2638788 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2638808.750000 Penalty: 968.505859
	Iteration 26Q: 3 clusters Score -2638809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2638810.750000 Penalty: 968.505859
	Iteration 27Q: 3 clusters Score -2638811 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2638834.250000 Penalty: 968.505859
	Iteration 28Q: 3 clusters Score -2638834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2638833.000000 Penalty: 968.505859
	Iteration 29Q: 3 clusters Score -2638833 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -2638844.500000 Penalty: 968.505859
	Iteration 30Q: 3 clusters Score -2638844 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2638850.250000 Penalty: 968.505859
	Iteration 31Q: 3 clusters Score -2638850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -2638872.500000 Penalty: 968.505859
	Iteration 32Q: 3 clusters Score -2638872 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2638880.250000 Penalty: 968.505859
	Iteration 33Q: 3 clusters Score -2638880 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2638892.750000 Penalty: 968.505859
	Iteration 34Q: 3 clusters Score -2638893 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2638904.250000 Penalty: 968.505859
	Iteration 35Q: 3 clusters Score -2638904 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2638922.750000 Penalty: 968.505859
	Iteration 36Q: 3 clusters Score -2638923 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2638960.750000 Penalty: 968.505859
	Iteration 37Q: 3 clusters Score -2638961 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2638990.000000 Penalty: 968.505859
	Iteration 38Q: 3 clusters Score -2638990 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2639005.500000 Penalty: 968.505859
	Iteration 39Q: 3 clusters Score -2639006 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2639037.500000 Penalty: 968.505859
	Iteration 40F: 3 clusters Score -2639038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2639073.500000 Penalty: 968.505859
	Iteration 41Q: 3 clusters Score -2639074 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2639090.250000 Penalty: 968.505859
	Iteration 42Q: 3 clusters Score -2639090 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2639107.250000 Penalty: 968.505859
	Iteration 43Q: 3 clusters Score -2639107 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2639151.000000 Penalty: 968.505859
	Iteration 44Q: 3 clusters Score -2639151 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2639169.500000 Penalty: 968.505859
	Iteration 45Q: 3 clusters Score -2639170 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2639182.750000 Penalty: 968.505859
	Iteration 46Q: 3 clusters Score -2639183 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2639229.750000 Penalty: 968.505859
	Iteration 47Q: 3 clusters Score -2639230 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2639301.250000 Penalty: 968.505859
	Iteration 48Q: 3 clusters Score -2639301 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2639349.250000 Penalty: 968.505859
	Iteration 49Q: 3 clusters Score -2639349 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2639416.000000 Penalty: 968.505859
	Iteration 50Q: 3 clusters Score -2639416 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2639451 nChanged 563
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Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2639525 nChanged 545
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Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2639572 nChanged 536
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Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2639626 nChanged 528
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Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2639682 nChanged 508
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Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2639708 nChanged 455
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Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2639752 nChanged 434
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Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2639784 nChanged 439
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Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2639814 nChanged 420
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Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2639838 nChanged 381
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Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2639853 nChanged 362
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Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2639881 nChanged 351
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Mstep: Class 1 contains 29454 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2639905 nChanged 317
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Mstep: Class 1 contains 29771 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2639910 nChanged 305
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Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 11819 members 
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	Iteration 65Q: 3 clusters Score -2639912 nChanged 297
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Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2639926 nChanged 289
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Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 11233 members 
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	Iteration 67Q: 3 clusters Score -2639948 nChanged 258
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Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2639944 nChanged 222
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Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2639944 nChanged 207
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Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2639945 nChanged 193
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Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2639958 nChanged 169
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Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2639940 nChanged 157
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Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2639964 nChanged 154
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Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2639970 nChanged 171
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Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 9702 members 
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	Iteration 75Q: 3 clusters Score -2639968 nChanged 167
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Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2639966 nChanged 164
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Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2639961 nChanged 154
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Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 9217 members 
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	Iteration 78Q: 3 clusters Score -2639964 nChanged 159
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Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 9058 members 
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	Iteration 79Q: 3 clusters Score -2639972 nChanged 155
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Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2639979 nChanged 160
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Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 8743 members 
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Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 8587 members 
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	Iteration 82Q: 3 clusters Score -2639987 nChanged 151
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Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 8436 members 
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	Iteration 84Q: 3 clusters Score -2639985 nChanged 145
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Mstep: Class 1 contains 33890 members 
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Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 7841 members 
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Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2639998 nChanged 143
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Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2640010 nChanged 146
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Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2640010 nChanged 157
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Mstep: Class 1 contains 34814 members 
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	Iteration 92Q: 3 clusters Score -2640018 nChanged 171
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Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 6910 members 
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	Iteration 93Q: 3 clusters Score -2640015 nChanged 151
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Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 6759 members 
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	Iteration 94Q: 3 clusters Score -2640001 nChanged 135
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Mstep: Class 1 contains 35271 members 
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	Iteration 95Q: 3 clusters Score -2639995 nChanged 120
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Mstep: Class 1 contains 35391 members 
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	Iteration 96Q: 3 clusters Score -2639990 nChanged 119
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Mstep: Class 1 contains 35510 members 
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	Iteration 97Q: 3 clusters Score -2639993 nChanged 135
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Mstep: Class 1 contains 35645 members 
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	Iteration 98Q: 3 clusters Score -2640006 nChanged 122
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Mstep: Class 1 contains 35767 members 
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	Iteration 99Q: 3 clusters Score -2640000 nChanged 114
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Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 6014 members 
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	Iteration 100F: 3 clusters Score -2640008 nChanged 108
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Mstep: Class 1 contains 35989 members 
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	Iteration 101Q: 3 clusters Score -2640012 nChanged 104
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	Iteration 102Q: 3 clusters Score -2640006 nChanged 114
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	Iteration 103Q: 3 clusters Score -2640010 nChanged 111
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	Iteration 104Q: 3 clusters Score -2640000 nChanged 102
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	Iteration 105Q: 3 clusters Score -2640002 nChanged 97
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	Iteration 106Q: 3 clusters Score -2640004 nChanged 100
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	Iteration 108Q: 3 clusters Score -2639994 nChanged 110
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	Iteration 109Q: 3 clusters Score -2639999 nChanged 104
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	Iteration 110Q: 3 clusters Score -2639978 nChanged 116
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	Iteration 111Q: 3 clusters Score -2639983 nChanged 121
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	Iteration 112Q: 3 clusters Score -2639975 nChanged 139
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	Iteration 113Q: 3 clusters Score -2639982 nChanged 143
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	Iteration 114Q: 3 clusters Score -2639978 nChanged 153
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	Iteration 115Q: 3 clusters Score -2639980 nChanged 176
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	Iteration 116Q: 3 clusters Score -2639973 nChanged 171
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	Iteration 117Q: 3 clusters Score -2639970 nChanged 173
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	Iteration 118Q: 3 clusters Score -2639968 nChanged 172
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	Iteration 119Q: 3 clusters Score -2639967 nChanged 162
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	Iteration 120F: 3 clusters Score -2639964 nChanged 176
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	Iteration 121Q: 3 clusters Score -2639982 nChanged 170
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	Iteration 122Q: 3 clusters Score -2639974 nChanged 163
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	Iteration 123Q: 3 clusters Score -2639956 nChanged 184
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	Iteration 124Q: 3 clusters Score -2639958 nChanged 198
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	Iteration 125Q: 3 clusters Score -2639933 nChanged 183
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	Iteration 126Q: 3 clusters Score -2639916 nChanged 192
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Mstep: Class 2 contains 2173 members 
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	Iteration 127Q: 3 clusters Score -2639881 nChanged 187
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	Iteration 128Q: 3 clusters Score -2639864 nChanged 201
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	Iteration 129Q: 3 clusters Score -2639856 nChanged 188
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	Iteration 130Q: 3 clusters Score -2639866 nChanged 164
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	Iteration 131Q: 3 clusters Score -2639870 nChanged 142
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	Iteration 132Q: 3 clusters Score -2639876 nChanged 105
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	Iteration 133Q: 3 clusters Score -2639851 nChanged 101
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	Iteration 134Q: 3 clusters Score -2639863 nChanged 85
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	Iteration 135Q: 3 clusters Score -2639854 nChanged 80
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	Iteration 136Q: 3 clusters Score -2639848 nChanged 69
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	Iteration 137Q: 3 clusters Score -2639846 nChanged 64
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	Iteration 138Q: 3 clusters Score -2639836 nChanged 42
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	Iteration 139Q: 3 clusters Score -2639829 nChanged 29
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Score: -2639823.500000 Penalty: 968.505859
	Iteration 140F: 3 clusters Score -2639824 nChanged 25
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	Iteration 141Q: 3 clusters Score -2639816 nChanged 24
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	Iteration 142Q: 3 clusters Score -2639809 nChanged 21
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2639812 nChanged 30
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	Iteration 144Q: 3 clusters Score -2639813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2639814.750000 Penalty: 968.505859
	Iteration 145Q: 3 clusters Score -2639815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2639815.750000 Penalty: 968.505859
	Iteration 146Q: 3 clusters Score -2639816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2639820.000000 Penalty: 968.505859
	Iteration 147Q: 3 clusters Score -2639820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2639805.250000 Penalty: 968.505859
	Iteration 148Q: 3 clusters Score -2639805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2639803.750000 Penalty: 968.505859
	Iteration 149Q: 3 clusters Score -2639804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2639803.000000 Penalty: 968.505859
	Iteration 150Q: 3 clusters Score -2639803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2639804.750000 Penalty: 968.505859
	Iteration 151Q: 3 clusters Score -2639805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2639809.000000 Penalty: 968.505859
	Iteration 152Q: 3 clusters Score -2639809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2639814.000000 Penalty: 968.505859
	Iteration 153Q: 3 clusters Score -2639814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2639818.750000 Penalty: 968.505859
	Iteration 154Q: 3 clusters Score -2639819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2639816.750000 Penalty: 968.505859
	Iteration 155Q: 3 clusters Score -2639817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2639826.750000 Penalty: 968.505859
	Iteration 156Q: 3 clusters Score -2639827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2639822.000000 Penalty: 968.505859
	Iteration 157Q: 3 clusters Score -2639822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2639815.500000 Penalty: 968.505859
	Iteration 158Q: 3 clusters Score -2639816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2639816.250000 Penalty: 968.505859
	Iteration 159Q: 3 clusters Score -2639816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2639813.000000 Penalty: 968.505859
	Iteration 160F: 3 clusters Score -2639813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2639809.500000 Penalty: 968.505859
	Iteration 161Q: 3 clusters Score -2639810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2639811.000000 Penalty: 968.505859
	Iteration 162Q: 3 clusters Score -2639811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2639819.750000 Penalty: 968.505859
	Iteration 163Q: 3 clusters Score -2639820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2639818.750000 Penalty: 968.505859
	Iteration 164Q: 3 clusters Score -2639819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2639820.250000 Penalty: 968.505859
	Iteration 165Q: 3 clusters Score -2639820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2639819.500000 Penalty: 968.505859
	Iteration 166Q: 3 clusters Score -2639820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2639818.750000 Penalty: 968.505859
	Iteration 167Q: 3 clusters Score -2639819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2639819.750000 Penalty: 968.505859
	Iteration 168Q: 3 clusters Score -2639820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2639820.250000 Penalty: 968.505859
	Iteration 169Q: 3 clusters Score -2639820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2639819.250000 Penalty: 968.505859
	Iteration 170Q: 3 clusters Score -2639819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2639824.250000 Penalty: 968.505859
	Iteration 171Q: 3 clusters Score -2639824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2639825.000000 Penalty: 968.505859
	Iteration 172Q: 3 clusters Score -2639825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2639822.750000 Penalty: 968.505859
	Iteration 173Q: 3 clusters Score -2639823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2639823.750000 Penalty: 968.505859
	Iteration 174Q: 3 clusters Score -2639824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2639824.000000 Penalty: 968.505859
	Iteration 175Q: 3 clusters Score -2639824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2639823.250000 Penalty: 968.505859
	Iteration 176Q: 3 clusters Score -2639823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2639823.500000 Penalty: 968.505859
	Iteration 177Q: 3 clusters Score -2639824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2639823.500000 Penalty: 968.505859
	Iteration 178F: 3 clusters Score -2639824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -293090.000000 Penalty: 386.705841
	Iteration 0F: 2 clusters Score -293090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -289814.781250 Penalty: 773.411682
	Iteration 0F: 3 clusters Score -289814.8 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -291051.218750 Penalty: 773.411682
	Iteration 1F: 3 clusters Score -291051.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -291197.531250 Penalty: 773.411682
	Iteration 2F: 3 clusters Score -291197.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -291375.187500 Penalty: 773.411682
	Iteration 3F: 3 clusters Score -291375.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -291589.375000 Penalty: 773.411682
	Iteration 4F: 3 clusters Score -291589.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -291807.812500 Penalty: 773.411682
	Iteration 5F: 3 clusters Score -291807.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -292048.937500 Penalty: 773.411682
	Iteration 6F: 3 clusters Score -292048.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -292229.593750 Penalty: 773.411682
	Iteration 7Q: 3 clusters Score -292229.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -292335.750000 Penalty: 773.411682
	Iteration 8Q: 3 clusters Score -292335.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -292421.218750 Penalty: 773.411682
	Iteration 9Q: 3 clusters Score -292421.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -292463.843750 Penalty: 773.411682
	Iteration 10Q: 3 clusters Score -292463.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -292487.812500 Penalty: 773.411682
	Iteration 11Q: 3 clusters Score -292487.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -292512.843750 Penalty: 773.411682
	Iteration 12Q: 3 clusters Score -292512.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -292533.031250 Penalty: 773.411682
	Iteration 13Q: 3 clusters Score -292533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -292544.281250 Penalty: 773.411682
	Iteration 14Q: 3 clusters Score -292544.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -292558.343750 Penalty: 773.411682
	Iteration 15Q: 3 clusters Score -292558.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -292577.031250 Penalty: 773.411682
	Iteration 16Q: 3 clusters Score -292577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -292594.125000 Penalty: 773.411682
	Iteration 17Q: 3 clusters Score -292594.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -292610.187500 Penalty: 773.411682
	Iteration 18Q: 3 clusters Score -292610.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -292620.000000 Penalty: 773.411682
	Iteration 19Q: 3 clusters Score -292620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -292624.593750 Penalty: 773.411682
	Iteration 20F: 3 clusters Score -292624.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -292628.218750 Penalty: 773.411682
	Iteration 21Q: 3 clusters Score -292628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -292633.093750 Penalty: 773.411682
	Iteration 22Q: 3 clusters Score -292633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -292638.906250 Penalty: 773.411682
	Iteration 23Q: 3 clusters Score -292638.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -292644.312500 Penalty: 773.411682
	Iteration 24Q: 3 clusters Score -292644.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -292646.031250 Penalty: 773.411682
	Iteration 25Q: 3 clusters Score -292646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -292649.968750 Penalty: 773.411682
	Iteration 26Q: 3 clusters Score -292650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -292651.718750 Penalty: 773.411682
	Iteration 27Q: 3 clusters Score -292651.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -292653.406250 Penalty: 773.411682
	Iteration 28Q: 3 clusters Score -292653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -292653.875000 Penalty: 773.411682
	Iteration 29Q: 3 clusters Score -292653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -292655.531250 Penalty: 773.411682
	Iteration 30Q: 3 clusters Score -292655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -292657.937500 Penalty: 773.411682
	Iteration 31Q: 3 clusters Score -292657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -292660.406250 Penalty: 773.411682
	Iteration 32Q: 3 clusters Score -292660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -292664.187500 Penalty: 773.411682
	Iteration 33Q: 3 clusters Score -292664.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -292671.625000 Penalty: 773.411682
	Iteration 34Q: 3 clusters Score -292671.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -292679.718750 Penalty: 773.411682
	Iteration 35Q: 3 clusters Score -292679.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -292689.625000 Penalty: 773.411682
	Iteration 36Q: 3 clusters Score -292689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -292699.625000 Penalty: 773.411682
	Iteration 37Q: 3 clusters Score -292699.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -292710.312500 Penalty: 773.411682
	Iteration 38Q: 3 clusters Score -292710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -292716.375000 Penalty: 773.411682
	Iteration 39Q: 3 clusters Score -292716.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -292721.593750 Penalty: 773.411682
	Iteration 40F: 3 clusters Score -292721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -292726.000000 Penalty: 773.411682
	Iteration 41Q: 3 clusters Score -292726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -292730.562500 Penalty: 773.411682
	Iteration 42Q: 3 clusters Score -292730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -292736.250000 Penalty: 773.411682
	Iteration 43Q: 3 clusters Score -292736.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -292743.593750 Penalty: 773.411682
	Iteration 44Q: 3 clusters Score -292743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -292749.000000 Penalty: 773.411682
	Iteration 45Q: 3 clusters Score -292749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -292749.281250 Penalty: 773.411682
	Iteration 46Q: 3 clusters Score -292749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -292749.812500 Penalty: 773.411682
	Iteration 47Q: 3 clusters Score -292749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -292749.906250 Penalty: 773.411682
	Iteration 48Q: 3 clusters Score -292749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -292749.562500 Penalty: 773.411682
	Iteration 49Q: 3 clusters Score -292749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -292750.125000 Penalty: 773.411682
	Iteration 50Q: 3 clusters Score -292750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -292750.531250 Penalty: 773.411682
	Iteration 51Q: 3 clusters Score -292750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -292750.843750 Penalty: 773.411682
	Iteration 52Q: 3 clusters Score -292750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -292750.968750 Penalty: 773.411682
	Iteration 53Q: 3 clusters Score -292751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -292750.968750 Penalty: 773.411682
	Iteration 54F: 3 clusters Score -292751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Entering Unmasked Estep 
Score: -4312625.000000 Penalty: 508.354034
	Iteration 0F: 2 clusters Score -4312625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4265815.500000 Penalty: 1016.708069
	Iteration 0F: 3 clusters Score -4265816 nChanged 34723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4287202.500000 Penalty: 1016.708069
	Iteration 1F: 3 clusters Score -4287202 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4289176.500000 Penalty: 1016.708069
	Iteration 2F: 3 clusters Score -4289176 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4292512.500000 Penalty: 1016.708069
	Iteration 3F: 3 clusters Score -4292512 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4297001.500000 Penalty: 1016.708069
	Iteration 4F: 3 clusters Score -4297002 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4301569.000000 Penalty: 1016.708069
	Iteration 5F: 3 clusters Score -4301569 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -4304984.500000 Penalty: 1016.708069
	Iteration 6F: 3 clusters Score -4304984 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4307120.000000 Penalty: 1016.708069
	Iteration 7Q: 3 clusters Score -4307120 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4308498.000000 Penalty: 1016.708069
	Iteration 8Q: 3 clusters Score -4308498 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4309338.500000 Penalty: 1016.708069
	Iteration 9Q: 3 clusters Score -4309338 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4310055.000000 Penalty: 1016.708069
	Iteration 10Q: 3 clusters Score -4310055 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4310631.000000 Penalty: 1016.708069
	Iteration 11Q: 3 clusters Score -4310631 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4311058.500000 Penalty: 1016.708069
	Iteration 12Q: 3 clusters Score -4311058 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4311368.000000 Penalty: 1016.708069
	Iteration 13Q: 3 clusters Score -4311368 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4311598.000000 Penalty: 1016.708069
	Iteration 14Q: 3 clusters Score -4311598 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4311779.000000 Penalty: 1016.708069
	Iteration 15Q: 3 clusters Score -4311779 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4311897.500000 Penalty: 1016.708069
	Iteration 16Q: 3 clusters Score -4311898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4311961.500000 Penalty: 1016.708069
	Iteration 17Q: 3 clusters Score -4311962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4312013.000000 Penalty: 1016.708069
	Iteration 18Q: 3 clusters Score -4312013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4312066.000000 Penalty: 1016.708069
	Iteration 19Q: 3 clusters Score -4312066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4312092.500000 Penalty: 1016.708069
	Iteration 20F: 3 clusters Score -4312092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4312110.500000 Penalty: 1016.708069
	Iteration 21Q: 3 clusters Score -4312110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4312123.500000 Penalty: 1016.708069
	Iteration 22Q: 3 clusters Score -4312124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4312135.000000 Penalty: 1016.708069
	Iteration 23Q: 3 clusters Score -4312135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4312143.000000 Penalty: 1016.708069
	Iteration 24Q: 3 clusters Score -4312143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4312159.500000 Penalty: 1016.708069
	Iteration 25Q: 3 clusters Score -4312160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4312170.000000 Penalty: 1016.708069
	Iteration 26Q: 3 clusters Score -4312170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4312177.000000 Penalty: 1016.708069
	Iteration 27Q: 3 clusters Score -4312177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4312177.000000 Penalty: 1016.708069
	Iteration 28Q: 3 clusters Score -4312177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4312183.500000 Penalty: 1016.708069
	Iteration 29Q: 3 clusters Score -4312184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4312195.500000 Penalty: 1016.708069
	Iteration 30Q: 3 clusters Score -4312196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4312192.500000 Penalty: 1016.708069
	Iteration 31Q: 3 clusters Score -4312192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4312195.000000 Penalty: 1016.708069
	Iteration 32Q: 3 clusters Score -4312195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4312193.500000 Penalty: 1016.708069
	Iteration 33Q: 3 clusters Score -4312194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4312197.000000 Penalty: 1016.708069
	Iteration 34Q: 3 clusters Score -4312197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4312195.500000 Penalty: 1016.708069
	Iteration 35Q: 3 clusters Score -4312196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4312199.500000 Penalty: 1016.708069
	Iteration 36Q: 3 clusters Score -4312200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4312204.000000 Penalty: 1016.708069
	Iteration 37Q: 3 clusters Score -4312204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70971 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4312206.500000 Penalty: 1016.708069
	Iteration 38Q: 3 clusters Score -4312206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4312209.500000 Penalty: 1016.708069
	Iteration 39Q: 3 clusters Score -4312210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4312209.500000 Penalty: 1016.708069
	Iteration 40F: 3 clusters Score -4312210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -16863.746094 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -16863.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16533.460938 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -16533.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16607.814453 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -16607.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16632.236328 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -16632.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16648.398438 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -16648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16652.382812 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -16652.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16656.619141 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -16656.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16660.388672 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -16660.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16666.248047 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -16666.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16671.246094 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -16671.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16680.697266 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -16680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16692.955078 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -16692.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16694.935547 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -16694.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16697.634766 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -16697.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16706.921875 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -16706.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16707.453125 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -16707.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16707.453125 Penalty: 509.118713
	Iteration 15F: 3 clusters Score -16707.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -30633.042969 Penalty: 290.679535
	Iteration 0F: 2 clusters Score -30633.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30105.798828 Penalty: 581.359070
	Iteration 0F: 3 clusters Score -30105.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30315.353516 Penalty: 581.359070
	Iteration 1F: 3 clusters Score -30315.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30361.644531 Penalty: 581.359070
	Iteration 2F: 3 clusters Score -30361.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30397.095703 Penalty: 581.359070
	Iteration 3F: 3 clusters Score -30397.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30426.763672 Penalty: 581.359070
	Iteration 4Q: 3 clusters Score -30426.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30448.861328 Penalty: 581.359070
	Iteration 5Q: 3 clusters Score -30448.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30460.441406 Penalty: 581.359070
	Iteration 6Q: 3 clusters Score -30460.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30465.742188 Penalty: 581.359070
	Iteration 7Q: 3 clusters Score -30465.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30467.376953 Penalty: 581.359070
	Iteration 8Q: 3 clusters Score -30467.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30471.978516 Penalty: 581.359070
	Iteration 9Q: 3 clusters Score -30471.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30475.107422 Penalty: 581.359070
	Iteration 10Q: 3 clusters Score -30475.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30476.144531 Penalty: 581.359070
	Iteration 11Q: 3 clusters Score -30476.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -30477.119141 Penalty: 581.359070
	Iteration 12Q: 3 clusters Score -30477.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30478.451172 Penalty: 581.359070
	Iteration 13Q: 3 clusters Score -30478.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30479.458984 Penalty: 581.359070
	Iteration 14Q: 3 clusters Score -30479.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -30480.031250 Penalty: 581.359070
	Iteration 15Q: 3 clusters Score -30480.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30480.791016 Penalty: 581.359070
	Iteration 16Q: 3 clusters Score -30480.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -30481.476562 Penalty: 581.359070
	Iteration 17Q: 3 clusters Score -30481.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -30481.476562 Penalty: 581.359070
	Iteration 18F: 3 clusters Score -30481.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Entering Unmasked Estep 
Score: -2561624.250000 Penalty: 480.805542
	Iteration 0F: 2 clusters Score -2561624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2536731.250000 Penalty: 961.611084
	Iteration 0F: 3 clusters Score -2536731 nChanged 18561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2547392.000000 Penalty: 961.611084
	Iteration 1F: 3 clusters Score -2547392 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2548101.000000 Penalty: 961.611084
	Iteration 2Q: 3 clusters Score -2548101 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2549246.250000 Penalty: 961.611084
	Iteration 3F: 3 clusters Score -2549246 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2551031.000000 Penalty: 961.611084
	Iteration 4F: 3 clusters Score -2551031 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2553485.000000 Penalty: 961.611084
	Iteration 5F: 3 clusters Score -2553485 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2555659.000000 Penalty: 961.611084
	Iteration 6F: 3 clusters Score -2555659 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2556555.000000 Penalty: 961.611084
	Iteration 7F: 3 clusters Score -2556555 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2556780.750000 Penalty: 961.611084
	Iteration 8Q: 3 clusters Score -2556781 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2556836.000000 Penalty: 961.611084
	Iteration 9Q: 3 clusters Score -2556836 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2556876.500000 Penalty: 961.611084
	Iteration 10Q: 3 clusters Score -2556876 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2556915.750000 Penalty: 961.611084
	Iteration 11Q: 3 clusters Score -2556916 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2556985.000000 Penalty: 961.611084
	Iteration 12Q: 3 clusters Score -2556985 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2557100.250000 Penalty: 961.611084
	Iteration 13Q: 3 clusters Score -2557100 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2557268.750000 Penalty: 961.611084
	Iteration 14Q: 3 clusters Score -2557269 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2557485.250000 Penalty: 961.611084
	Iteration 15Q: 3 clusters Score -2557485 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -2557751.000000 Penalty: 961.611084
	Iteration 16Q: 3 clusters Score -2557751 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2558105.750000 Penalty: 961.611084
	Iteration 17Q: 3 clusters Score -2558106 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2558467.500000 Penalty: 961.611084
	Iteration 18Q: 3 clusters Score -2558468 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2558801.750000 Penalty: 961.611084
	Iteration 19Q: 3 clusters Score -2558802 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -2559196.250000 Penalty: 961.611084
	Iteration 20F: 3 clusters Score -2559196 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -2559528.250000 Penalty: 961.611084
	Iteration 21Q: 3 clusters Score -2559528 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -2559841.000000 Penalty: 961.611084
	Iteration 22Q: 3 clusters Score -2559841 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -2560135.250000 Penalty: 961.611084
	Iteration 23Q: 3 clusters Score -2560135 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -2560412.000000 Penalty: 961.611084
	Iteration 24Q: 3 clusters Score -2560412 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -2560598.750000 Penalty: 961.611084
	Iteration 25Q: 3 clusters Score -2560599 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -2560740.500000 Penalty: 961.611084
	Iteration 26Q: 3 clusters Score -2560740 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -2560853.750000 Penalty: 961.611084
	Iteration 27Q: 3 clusters Score -2560854 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -2560977.250000 Penalty: 961.611084
	Iteration 28Q: 3 clusters Score -2560977 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -2561089.000000 Penalty: 961.611084
	Iteration 29Q: 3 clusters Score -2561089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -2561140.500000 Penalty: 961.611084
	Iteration 30Q: 3 clusters Score -2561140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -2561170.000000 Penalty: 961.611084
	Iteration 31Q: 3 clusters Score -2561170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -2561184.750000 Penalty: 961.611084
	Iteration 32Q: 3 clusters Score -2561185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -2561205.000000 Penalty: 961.611084
	Iteration 33Q: 3 clusters Score -2561205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -2561234.000000 Penalty: 961.611084
	Iteration 34Q: 3 clusters Score -2561234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -2561254.750000 Penalty: 961.611084
	Iteration 35Q: 3 clusters Score -2561255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -2561263.000000 Penalty: 961.611084
	Iteration 36Q: 3 clusters Score -2561263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -2561274.750000 Penalty: 961.611084
	Iteration 37Q: 3 clusters Score -2561275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -2561275.250000 Penalty: 961.611084
	Iteration 38Q: 3 clusters Score -2561275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -2561276.500000 Penalty: 961.611084
	Iteration 39Q: 3 clusters Score -2561276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -2561279.750000 Penalty: 961.611084
	Iteration 40F: 3 clusters Score -2561280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -2561283.750000 Penalty: 961.611084
	Iteration 41Q: 3 clusters Score -2561284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -2561282.500000 Penalty: 961.611084
	Iteration 42Q: 3 clusters Score -2561282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -2561286.500000 Penalty: 961.611084
	Iteration 43Q: 3 clusters Score -2561286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -2561285.000000 Penalty: 961.611084
	Iteration 44Q: 3 clusters Score -2561285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -2561286.000000 Penalty: 961.611084
	Iteration 45Q: 3 clusters Score -2561286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -2561286.000000 Penalty: 961.611084
	Iteration 46F: 3 clusters Score -2561286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -90752.718750 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -90752.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89678.171875 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -89678.17 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -90007.250000 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -90007.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90055.375000 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -90055.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -90094.359375 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -90094.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -90133.359375 Penalty: 659.419495
	Iteration 4Q: 3 clusters Score -90133.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90161.343750 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -90161.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90187.093750 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -90187.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -90212.085938 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -90212.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -90237.992188 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -90237.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -90264.890625 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -90264.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -90294.710938 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -90294.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -90324.007812 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -90324.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -90343.890625 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -90343.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -90370.609375 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -90370.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -90387.390625 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -90387.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -90406.687500 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -90406.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -90423.585938 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -90423.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -90438.421875 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -90438.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -90444.320312 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -90444.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -90448.257812 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -90448.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -90450.195312 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -90450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -90454.070312 Penalty: 659.419495
	Iteration 21Q: 3 clusters Score -90454.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -90458.484375 Penalty: 659.419495
	Iteration 22Q: 3 clusters Score -90458.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -90463.664062 Penalty: 659.419495
	Iteration 23Q: 3 clusters Score -90463.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -90467.578125 Penalty: 659.419495
	Iteration 24Q: 3 clusters Score -90467.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -90470.203125 Penalty: 659.419495
	Iteration 25Q: 3 clusters Score -90470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -90472.484375 Penalty: 659.419495
	Iteration 26Q: 3 clusters Score -90472.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -90473.007812 Penalty: 659.419495
	Iteration 27Q: 3 clusters Score -90473.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -90474.000000 Penalty: 659.419495
	Iteration 28Q: 3 clusters Score -90474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -90475.382812 Penalty: 659.419495
	Iteration 29Q: 3 clusters Score -90475.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -90477.054688 Penalty: 659.419495
	Iteration 30Q: 3 clusters Score -90477.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -90478.257812 Penalty: 659.419495
	Iteration 31Q: 3 clusters Score -90478.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -90478.937500 Penalty: 659.419495
	Iteration 32Q: 3 clusters Score -90478.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -90478.937500 Penalty: 659.419495
	Iteration 33F: 3 clusters Score -90478.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -191283.046875 Penalty: 369.486755
	Iteration 0F: 2 clusters Score -191283 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 1678 members 
Entering Unmasked Estep 
Score: -188938.062500 Penalty: 738.973511
	Iteration 0F: 3 clusters Score -188938.1 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -189903.031250 Penalty: 738.973511
	Iteration 1F: 3 clusters Score -189903 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -190006.843750 Penalty: 738.973511
	Iteration 2F: 3 clusters Score -190006.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -190085.781250 Penalty: 738.973511
	Iteration 3F: 3 clusters Score -190085.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -190153.218750 Penalty: 738.973511
	Iteration 4Q: 3 clusters Score -190153.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -190212.109375 Penalty: 738.973511
	Iteration 5Q: 3 clusters Score -190212.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -190264.796875 Penalty: 738.973511
	Iteration 6Q: 3 clusters Score -190264.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -190318.468750 Penalty: 738.973511
	Iteration 7Q: 3 clusters Score -190318.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -190383.437500 Penalty: 738.973511
	Iteration 8Q: 3 clusters Score -190383.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -190453.781250 Penalty: 738.973511
	Iteration 9Q: 3 clusters Score -190453.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -190517.328125 Penalty: 738.973511
	Iteration 10Q: 3 clusters Score -190517.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -190577.000000 Penalty: 738.973511
	Iteration 11Q: 3 clusters Score -190577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -190620.765625 Penalty: 738.973511
	Iteration 12Q: 3 clusters Score -190620.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -190650.156250 Penalty: 738.973511
	Iteration 13Q: 3 clusters Score -190650.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -190673.218750 Penalty: 738.973511
	Iteration 14Q: 3 clusters Score -190673.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -190692.515625 Penalty: 738.973511
	Iteration 15Q: 3 clusters Score -190692.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -190711.812500 Penalty: 738.973511
	Iteration 16Q: 3 clusters Score -190711.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -190728.484375 Penalty: 738.973511
	Iteration 17Q: 3 clusters Score -190728.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -190736.640625 Penalty: 738.973511
	Iteration 18Q: 3 clusters Score -190736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -190743.531250 Penalty: 738.973511
	Iteration 19Q: 3 clusters Score -190743.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -190755.359375 Penalty: 738.973511
	Iteration 20F: 3 clusters Score -190755.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -190767.500000 Penalty: 738.973511
	Iteration 21Q: 3 clusters Score -190767.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -190780.468750 Penalty: 738.973511
	Iteration 22Q: 3 clusters Score -190780.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -190795.921875 Penalty: 738.973511
	Iteration 23Q: 3 clusters Score -190795.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -190809.015625 Penalty: 738.973511
	Iteration 24Q: 3 clusters Score -190809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -190821.421875 Penalty: 738.973511
	Iteration 25Q: 3 clusters Score -190821.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -190833.921875 Penalty: 738.973511
	Iteration 26Q: 3 clusters Score -190833.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -190849.640625 Penalty: 738.973511
	Iteration 27Q: 3 clusters Score -190849.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -190863.328125 Penalty: 738.973511
	Iteration 28Q: 3 clusters Score -190863.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -190881.359375 Penalty: 738.973511
	Iteration 29Q: 3 clusters Score -190881.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -190891.296875 Penalty: 738.973511
	Iteration 30Q: 3 clusters Score -190891.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -190904.359375 Penalty: 738.973511
	Iteration 31Q: 3 clusters Score -190904.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -190919.234375 Penalty: 738.973511
	Iteration 32Q: 3 clusters Score -190919.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -190933.828125 Penalty: 738.973511
	Iteration 33Q: 3 clusters Score -190933.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -190945.812500 Penalty: 738.973511
	Iteration 34Q: 3 clusters Score -190945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -190955.843750 Penalty: 738.973511
	Iteration 35Q: 3 clusters Score -190955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -190960.546875 Penalty: 738.973511
	Iteration 36Q: 3 clusters Score -190960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -190964.656250 Penalty: 738.973511
	Iteration 37Q: 3 clusters Score -190964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -190967.203125 Penalty: 738.973511
	Iteration 38Q: 3 clusters Score -190967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -190968.218750 Penalty: 738.973511
	Iteration 39Q: 3 clusters Score -190968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -190969.218750 Penalty: 738.973511
	Iteration 40F: 3 clusters Score -190969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -190969.546875 Penalty: 738.973511
	Iteration 41Q: 3 clusters Score -190969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -190970.859375 Penalty: 738.973511
	Iteration 42Q: 3 clusters Score -190970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -190972.078125 Penalty: 738.973511
	Iteration 43Q: 3 clusters Score -190972.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -190973.906250 Penalty: 738.973511
	Iteration 44Q: 3 clusters Score -190973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -190974.406250 Penalty: 738.973511
	Iteration 45Q: 3 clusters Score -190974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -190974.546875 Penalty: 738.973511
	Iteration 46Q: 3 clusters Score -190974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -190974.546875 Penalty: 738.973511
	Iteration 47F: 3 clusters Score -190974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -266723.593750 Penalty: 379.944550
	Iteration 0F: 2 clusters Score -266723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -263882.000000 Penalty: 759.889099
	Iteration 0F: 3 clusters Score -263882 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -265176.093750 Penalty: 759.889099
	Iteration 1F: 3 clusters Score -265176.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -265382.656250 Penalty: 759.889099
	Iteration 2F: 3 clusters Score -265382.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -265608.375000 Penalty: 759.889099
	Iteration 3F: 3 clusters Score -265608.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -265850.250000 Penalty: 759.889099
	Iteration 4F: 3 clusters Score -265850.2 nChanged 